From 260f396de36e1f16c19a755be4c1d87e4900a3b2 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 10:45:21 +0100
Subject: [PATCH 01/37] Initial Version

---
 apigw-lambda-bedrock-s3-cdk-python/README.md  |    2 +-
 eventbridge-lambda-bedrock/.gitignore         |   10 +
 eventbridge-lambda-bedrock/README.md          |  162 +
 eventbridge-lambda-bedrock/app.py             |   62 +
 .../bedrock_setup/bedrock-menu-expand.png     |  Bin 0 -> 162767 bytes
 .../bedrock_setup/bedrock-search.png          |  Bin 0 -> 114646 bytes
 .../bedrock_setup/edit-model-access.png       |  Bin 0 -> 346559 bytes
 .../bedrock_setup/model-access-link.png       |  Bin 0 -> 452855 bytes
 .../bedrock_setup/model-access-view-2.png     |  Bin 0 -> 636772 bytes
 .../bedrock_setup/model-access-view.png       |  Bin 0 -> 1261667 bytes
 .../bedrock_setup/region-selection.png        |  Bin 0 -> 145637 bytes
 .../bedrock_setup/submit.png                  |  Bin 0 -> 223408 bytes
 eventbridge-lambda-bedrock/cdk.context.json   |   15 +
 eventbridge-lambda-bedrock/cdk.json           |   52 +
 .../example-pattern.json                      |   89 +
 .../functions/index_creation.py               |  130 +
 .../python/Events-0.5.dist-info/AUTHORS       |   18 +
 .../python/Events-0.5.dist-info/INSTALLER     |    1 +
 .../python/Events-0.5.dist-info/LICENSE       |   33 +
 .../python/Events-0.5.dist-info/METADATA      |  130 +
 .../layers/python/Events-0.5.dist-info/RECORD |   15 +
 .../layers/python/Events-0.5.dist-info/WHEEL  |    5 +
 .../python/Events-0.5.dist-info/top_level.txt |    1 +
 .../functions/layers/python/bin/normalizer    |    8 +
 .../certifi-2024.7.4.dist-info/INSTALLER      |    1 +
 .../python/certifi-2024.7.4.dist-info/LICENSE |   20 +
 .../certifi-2024.7.4.dist-info/METADATA       |   67 +
 .../python/certifi-2024.7.4.dist-info/RECORD  |   14 +
 .../python/certifi-2024.7.4.dist-info/WHEEL   |    5 +
 .../certifi-2024.7.4.dist-info/top_level.txt  |    1 +
 .../layers/python/certifi/__init__.py         |    4 +
 .../layers/python/certifi/__main__.py         |   12 +
 .../layers/python/certifi/cacert.pem          | 4798 +++++++++
 .../functions/layers/python/certifi/core.py   |  114 +
 .../functions/layers/python/certifi/py.typed  |    0
 .../INSTALLER                                 |    1 +
 .../LICENSE                                   |   21 +
 .../METADATA                                  |  683 ++
 .../charset_normalizer-3.3.2.dist-info/RECORD |   35 +
 .../charset_normalizer-3.3.2.dist-info/WHEEL  |    5 +
 .../entry_points.txt                          |    2 +
 .../top_level.txt                             |    1 +
 .../python/charset_normalizer/__init__.py     |   46 +
 .../python/charset_normalizer/__main__.py     |    4 +
 .../layers/python/charset_normalizer/api.py   |  626 ++
 .../layers/python/charset_normalizer/cd.py    |  395 +
 .../python/charset_normalizer/cli/__init__.py |    6 +
 .../python/charset_normalizer/cli/__main__.py |  296 +
 .../python/charset_normalizer/constant.py     | 1995 ++++
 .../python/charset_normalizer/legacy.py       |   54 +
 .../md.cpython-311-darwin.so                  |  Bin 0 -> 33152 bytes
 .../layers/python/charset_normalizer/md.py    |  615 ++
 .../md__mypyc.cpython-311-darwin.so           |  Bin 0 -> 215680 bytes
 .../python/charset_normalizer/models.py       |  340 +
 .../layers/python/charset_normalizer/py.typed |    0
 .../layers/python/charset_normalizer/utils.py |  421 +
 .../python/charset_normalizer/version.py      |    6 +
 .../layers/python/dateutil/__init__.py        |   24 +
 .../layers/python/dateutil/_common.py         |   43 +
 .../layers/python/dateutil/_version.py        |    4 +
 .../layers/python/dateutil/easter.py          |   89 +
 .../layers/python/dateutil/parser/__init__.py |   61 +
 .../layers/python/dateutil/parser/_parser.py  | 1613 ++++
 .../python/dateutil/parser/isoparser.py       |  416 +
 .../layers/python/dateutil/relativedelta.py   |  599 ++
 .../functions/layers/python/dateutil/rrule.py | 1737 ++++
 .../layers/python/dateutil/tz/__init__.py     |   12 +
 .../layers/python/dateutil/tz/_common.py      |  419 +
 .../layers/python/dateutil/tz/_factories.py   |   80 +
 .../functions/layers/python/dateutil/tz/tz.py | 1849 ++++
 .../layers/python/dateutil/tz/win.py          |  370 +
 .../functions/layers/python/dateutil/tzwin.py |    2 +
 .../functions/layers/python/dateutil/utils.py |   71 +
 .../python/dateutil/zoneinfo/__init__.py      |  167 +
 .../zoneinfo/dateutil-zoneinfo.tar.gz         |  Bin 0 -> 156400 bytes
 .../python/dateutil/zoneinfo/rebuild.py       |   75 +
 .../layers/python/events/__init__.py          |    9 +
 .../functions/layers/python/events/events.py  |  120 +
 .../layers/python/events/tests/__init__.py    |    0
 .../layers/python/events/tests/tests.py       |  178 +
 .../python/idna-3.7.dist-info/INSTALLER       |    1 +
 .../python/idna-3.7.dist-info/LICENSE.md      |   31 +
 .../layers/python/idna-3.7.dist-info/METADATA |  243 +
 .../layers/python/idna-3.7.dist-info/RECORD   |   22 +
 .../layers/python/idna-3.7.dist-info/WHEEL    |    4 +
 .../functions/layers/python/idna/__init__.py  |   44 +
 .../functions/layers/python/idna/codec.py     |  118 +
 .../functions/layers/python/idna/compat.py    |   13 +
 .../functions/layers/python/idna/core.py      |  395 +
 .../functions/layers/python/idna/idnadata.py  | 4245 ++++++++
 .../functions/layers/python/idna/intranges.py |   54 +
 .../layers/python/idna/package_data.py        |    2 +
 .../functions/layers/python/idna/py.typed     |    0
 .../functions/layers/python/idna/uts46data.py | 8598 +++++++++++++++++
 .../opensearch_py-2.6.0.dist-info/AUTHORS     |    2 +
 .../opensearch_py-2.6.0.dist-info/INSTALLER   |    1 +
 .../opensearch_py-2.6.0.dist-info/LICENSE.txt |  201 +
 .../opensearch_py-2.6.0.dist-info/METADATA    |  126 +
 .../opensearch_py-2.6.0.dist-info/NOTICE.txt  |    8 +
 .../opensearch_py-2.6.0.dist-info/RECORD      |  224 +
 .../opensearch_py-2.6.0.dist-info/REQUESTED   |    0
 .../opensearch_py-2.6.0.dist-info/WHEEL       |    6 +
 .../top_level.txt                             |    1 +
 .../layers/python/opensearchpy/__init__.py    |  265 +
 .../python/opensearchpy/_async/__init__.py    |   25 +
 .../opensearchpy/_async/_extra_imports.py     |   53 +
 .../opensearchpy/_async/client/__init__.py    | 3064 ++++++
 .../opensearchpy/_async/client/_patch.py      |  148 +
 .../python/opensearchpy/_async/client/cat.py  | 1403 +++
 .../opensearchpy/_async/client/client.py      |   41 +
 .../opensearchpy/_async/client/cluster.py     | 1029 ++
 .../_async/client/dangling_indices.py         |  165 +
 .../opensearchpy/_async/client/features.py    |   63 +
 .../python/opensearchpy/_async/client/http.py |  128 +
 .../opensearchpy/_async/client/indices.py     | 2766 ++++++
 .../opensearchpy/_async/client/ingest.py      |  256 +
 .../opensearchpy/_async/client/nodes.py       |  294 +
 .../opensearchpy/_async/client/plugins.py     |   63 +
 .../opensearchpy/_async/client/remote.py      |   38 +
 .../_async/client/remote_store.py             |   65 +
 .../_async/client/search_pipeline.py          |  151 +
 .../opensearchpy/_async/client/security.py    | 2344 +++++
 .../opensearchpy/_async/client/snapshot.py    |  611 ++
 .../opensearchpy/_async/client/tasks.py       |  194 +
 .../opensearchpy/_async/client/utils.py       |   46 +
 .../python/opensearchpy/_async/compat.py      |   32 +
 .../opensearchpy/_async/helpers/__init__.py   |    8 +
 .../opensearchpy/_async/helpers/actions.py    |  498 +
 .../opensearchpy/_async/helpers/document.py   |  471 +
 .../_async/helpers/faceted_search.py          |  202 +
 .../opensearchpy/_async/helpers/index.py      |  663 ++
 .../opensearchpy/_async/helpers/mapping.py    |  169 +
 .../opensearchpy/_async/helpers/search.py     |  537 +
 .../opensearchpy/_async/helpers/test.py       |   43 +
 .../_async/helpers/update_by_query.py         |  153 +
 .../opensearchpy/_async/http_aiohttp.py       |  395 +
 .../opensearchpy/_async/plugins/__init__.py   |    8 +
 .../opensearchpy/_async/plugins/alerting.py   |  262 +
 .../_async/plugins/index_management.py        |  169 +
 .../python/opensearchpy/_async/plugins/knn.py |  373 +
 .../_async/plugins/notifications.py           |  351 +
 .../opensearchpy/_async/plugins/rollups.py    |  235 +
 .../opensearchpy/_async/plugins/transforms.py |  308 +
 .../python/opensearchpy/_async/transport.py   |  454 +
 .../layers/python/opensearchpy/_version.py    |   27 +
 .../python/opensearchpy/client/__init__.py    | 3064 ++++++
 .../python/opensearchpy/client/_patch.py      |  144 +
 .../layers/python/opensearchpy/client/cat.py  | 1403 +++
 .../python/opensearchpy/client/client.py      |   41 +
 .../python/opensearchpy/client/cluster.py     | 1029 ++
 .../opensearchpy/client/dangling_indices.py   |  165 +
 .../python/opensearchpy/client/features.py    |   63 +
 .../layers/python/opensearchpy/client/http.py |  128 +
 .../python/opensearchpy/client/indices.py     | 2766 ++++++
 .../python/opensearchpy/client/ingest.py      |  256 +
 .../python/opensearchpy/client/nodes.py       |  294 +
 .../python/opensearchpy/client/plugins.py     |   63 +
 .../python/opensearchpy/client/remote.py      |   38 +
 .../opensearchpy/client/remote_store.py       |   65 +
 .../opensearchpy/client/search_pipeline.py    |  151 +
 .../python/opensearchpy/client/security.py    | 2344 +++++
 .../python/opensearchpy/client/snapshot.py    |  611 ++
 .../python/opensearchpy/client/tasks.py       |  194 +
 .../python/opensearchpy/client/utils.py       |  226 +
 .../layers/python/opensearchpy/compat.py      |   79 +
 .../opensearchpy/connection/__init__.py       |   46 +
 .../connection/async_connections.py           |  117 +
 .../python/opensearchpy/connection/base.py    |  339 +
 .../opensearchpy/connection/connections.py    |  131 +
 .../opensearchpy/connection/http_async.py     |  307 +
 .../opensearchpy/connection/http_requests.py  |  267 +
 .../opensearchpy/connection/http_urllib3.py   |  329 +
 .../python/opensearchpy/connection/pooling.py |   68 +
 .../python/opensearchpy/connection_pool.py    |  335 +
 .../layers/python/opensearchpy/exceptions.py  |  210 +
 .../python/opensearchpy/helpers/__init__.py   |   67 +
 .../python/opensearchpy/helpers/actions.py    |  691 ++
 .../python/opensearchpy/helpers/aggs.py       |  457 +
 .../python/opensearchpy/helpers/analysis.py   |  310 +
 .../opensearchpy/helpers/asyncsigner.py       |   82 +
 .../python/opensearchpy/helpers/document.py   |  527 +
 .../python/opensearchpy/helpers/errors.py     |   45 +
 .../opensearchpy/helpers/faceted_search.py    |  471 +
 .../python/opensearchpy/helpers/field.py      |  534 +
 .../python/opensearchpy/helpers/function.py   |  125 +
 .../python/opensearchpy/helpers/index.py      |  656 ++
 .../python/opensearchpy/helpers/mapping.py    |  246 +
 .../python/opensearchpy/helpers/query.py      |  526 +
 .../opensearchpy/helpers/response/__init__.py |  130 +
 .../opensearchpy/helpers/response/aggs.py     |   94 +
 .../opensearchpy/helpers/response/hit.py      |   65 +
 .../python/opensearchpy/helpers/search.py     |  868 ++
 .../python/opensearchpy/helpers/signer.py     |  139 +
 .../python/opensearchpy/helpers/test.py       |  114 +
 .../opensearchpy/helpers/update_by_query.py   |  171 +
 .../python/opensearchpy/helpers/utils.py      |  613 ++
 .../python/opensearchpy/helpers/wrappers.py   |   91 +
 .../python/opensearchpy/metrics/__init__.py   |   18 +
 .../python/opensearchpy/metrics/metrics.py    |   42 +
 .../opensearchpy/metrics/metrics_events.py    |   61 +
 .../opensearchpy/metrics/metrics_none.py      |   47 +
 .../python/opensearchpy/plugins/__init__.py   |    8 +
 .../python/opensearchpy/plugins/alerting.py   |  227 +
 .../opensearchpy/plugins/index_management.py  |  167 +
 .../layers/python/opensearchpy/plugins/knn.py |  373 +
 .../opensearchpy/plugins/notifications.py     |  351 +
 .../python/opensearchpy/plugins/rollups.py    |  235 +
 .../python/opensearchpy/plugins/transforms.py |  308 +
 .../layers/python/opensearchpy/py.typed       |    0
 .../layers/python/opensearchpy/serializer.py  |  215 +
 .../layers/python/opensearchpy/transport.py   |  514 +
 .../INSTALLER                                 |    1 +
 .../LICENSE                                   |   54 +
 .../METADATA                                  |  204 +
 .../RECORD                                    |   44 +
 .../WHEEL                                     |    6 +
 .../top_level.txt                             |    1 +
 .../zip-safe                                  |    1 +
 .../requests-2.32.3.dist-info/INSTALLER       |    1 +
 .../python/requests-2.32.3.dist-info/LICENSE  |  175 +
 .../python/requests-2.32.3.dist-info/METADATA |  119 +
 .../python/requests-2.32.3.dist-info/RECORD   |   42 +
 .../python/requests-2.32.3.dist-info/WHEEL    |    5 +
 .../requests-2.32.3.dist-info/top_level.txt   |    1 +
 .../layers/python/requests/__init__.py        |  184 +
 .../layers/python/requests/__version__.py     |   14 +
 .../layers/python/requests/_internal_utils.py |   50 +
 .../layers/python/requests/adapters.py        |  719 ++
 .../functions/layers/python/requests/api.py   |  157 +
 .../functions/layers/python/requests/auth.py  |  314 +
 .../functions/layers/python/requests/certs.py |   17 +
 .../layers/python/requests/compat.py          |   94 +
 .../layers/python/requests/cookies.py         |  561 ++
 .../layers/python/requests/exceptions.py      |  151 +
 .../functions/layers/python/requests/help.py  |  134 +
 .../functions/layers/python/requests/hooks.py |   33 +
 .../layers/python/requests/models.py          | 1037 ++
 .../layers/python/requests/packages.py        |   23 +
 .../layers/python/requests/sessions.py        |  831 ++
 .../layers/python/requests/status_codes.py    |  128 +
 .../layers/python/requests/structures.py      |   99 +
 .../functions/layers/python/requests/utils.py | 1096 +++
 .../python/six-1.16.0.dist-info/INSTALLER     |    1 +
 .../python/six-1.16.0.dist-info/LICENSE       |   18 +
 .../python/six-1.16.0.dist-info/METADATA      |   49 +
 .../layers/python/six-1.16.0.dist-info/RECORD |    8 +
 .../layers/python/six-1.16.0.dist-info/WHEEL  |    6 +
 .../python/six-1.16.0.dist-info/top_level.txt |    1 +
 .../functions/layers/python/six.py            |  998 ++
 .../python/urllib3-2.2.2.dist-info/INSTALLER  |    1 +
 .../python/urllib3-2.2.2.dist-info/METADATA   |  154 +
 .../python/urllib3-2.2.2.dist-info/RECORD     |   75 +
 .../python/urllib3-2.2.2.dist-info/WHEEL      |    4 +
 .../licenses/LICENSE.txt                      |   21 +
 .../layers/python/urllib3/__init__.py         |  211 +
 .../layers/python/urllib3/_base_connection.py |  172 +
 .../layers/python/urllib3/_collections.py     |  483 +
 .../layers/python/urllib3/_request_methods.py |  279 +
 .../layers/python/urllib3/_version.py         |    4 +
 .../layers/python/urllib3/connection.py       |  929 ++
 .../layers/python/urllib3/connectionpool.py   | 1182 +++
 .../layers/python/urllib3/contrib/__init__.py |    0
 .../urllib3/contrib/emscripten/__init__.py    |   16 +
 .../urllib3/contrib/emscripten/connection.py  |  254 +
 .../emscripten/emscripten_fetch_worker.js     |  110 +
 .../urllib3/contrib/emscripten/fetch.py       |  418 +
 .../urllib3/contrib/emscripten/request.py     |   22 +
 .../urllib3/contrib/emscripten/response.py    |  285 +
 .../python/urllib3/contrib/pyopenssl.py       |  548 ++
 .../layers/python/urllib3/contrib/socks.py    |  228 +
 .../layers/python/urllib3/exceptions.py       |  321 +
 .../functions/layers/python/urllib3/fields.py |  341 +
 .../layers/python/urllib3/filepost.py         |   89 +
 .../functions/layers/python/urllib3/http2.py  |  230 +
 .../layers/python/urllib3/poolmanager.py      |  637 ++
 .../functions/layers/python/urllib3/py.typed  |    2 +
 .../layers/python/urllib3/response.py         | 1265 +++
 .../layers/python/urllib3/util/__init__.py    |   42 +
 .../layers/python/urllib3/util/connection.py  |  137 +
 .../layers/python/urllib3/util/proxy.py       |   43 +
 .../layers/python/urllib3/util/request.py     |  256 +
 .../layers/python/urllib3/util/response.py    |  101 +
 .../layers/python/urllib3/util/retry.py       |  533 +
 .../layers/python/urllib3/util/ssl_.py        |  509 +
 .../python/urllib3/util/ssl_match_hostname.py |  159 +
 .../python/urllib3/util/ssltransport.py       |  279 +
 .../layers/python/urllib3/util/timeout.py     |  275 +
 .../layers/python/urllib3/util/url.py         |  471 +
 .../layers/python/urllib3/util/util.py        |   42 +
 .../layers/python/urllib3/util/wait.py        |  124 +
 .../functions/layers/requirements.txt         |    1 +
 .../functions/sync_bedrock_kb.py              |   26 +
 .../requirements-dev.txt                      |    1 +
 eventbridge-lambda-bedrock/requirements.txt   |    5 +
 eventbridge-lambda-bedrock/source.bat         |   13 +
 eventbridge-lambda-bedrock/stacks/__init__.py |    0
 .../stacks/bedrock_knowledgebase_logging.py   |   40 +
 .../stacks/bedrock_knowledgebase_stack.py     |   85 +
 .../stacks/bedrock_service_role_stack.py      |   73 +
 .../stacks/ingestion_job_resources_stack.py   |   97 +
 .../stacks/opensearch_serverless_stack.py     |  185 +
 eventbridge-lambda-bedrock/stacks/test.js     |    0
 eventbridge-lambda-bedrock/template.yaml      |   16 +
 .../cloudtrail-eventhistory.png               |  Bin 0 -> 244595 bytes
 .../startingestionjob-event.png               |  Bin 0 -> 445838 bytes
 eventbridge-lambda-bedrock/tests/__init__.py  |    0
 .../tests/unit/__init__.py                    |    0
 .../test_eventbridge_lambda_bedrock_stack.py  |   15 +
 package.json                                  |    3 +-
 s3-lambda-bedrock-aoss/README.md              |    2 +
 310 files changed, 96218 insertions(+), 2 deletions(-)
 create mode 100644 eventbridge-lambda-bedrock/.gitignore
 create mode 100644 eventbridge-lambda-bedrock/README.md
 create mode 100644 eventbridge-lambda-bedrock/app.py
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/bedrock-menu-expand.png
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/bedrock-search.png
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/edit-model-access.png
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/model-access-link.png
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/model-access-view-2.png
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/model-access-view.png
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/region-selection.png
 create mode 100644 eventbridge-lambda-bedrock/bedrock_setup/submit.png
 create mode 100644 eventbridge-lambda-bedrock/cdk.context.json
 create mode 100644 eventbridge-lambda-bedrock/cdk.json
 create mode 100644 eventbridge-lambda-bedrock/example-pattern.json
 create mode 100644 eventbridge-lambda-bedrock/functions/index_creation.py
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/AUTHORS
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/INSTALLER
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/LICENSE
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/METADATA
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/RECORD
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/WHEEL
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/top_level.txt
 create mode 100755 eventbridge-lambda-bedrock/functions/layers/python/bin/normalizer
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi/__init__.py
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi/__main__.py
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi/cacert.pem
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi/core.py
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/certifi/py.typed
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__init__.py
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__main__.py
 create mode 100644 eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/api.py
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diff --git a/apigw-lambda-bedrock-s3-cdk-python/README.md b/apigw-lambda-bedrock-s3-cdk-python/README.md
index 33726e2b4..82d3495d5 100644
--- a/apigw-lambda-bedrock-s3-cdk-python/README.md
+++ b/apigw-lambda-bedrock-s3-cdk-python/README.md
@@ -66,7 +66,7 @@ You must request access to a model before you can use it. If you try to use the
     ```
 1. Install the Python required dependencies:
     ```
-    pip install -r requirements.txt
+    pip install --target python -r requirements.txt
     ```
 1. Run the command below to bootstrap your account. CDK needs it to deploy
     ```
diff --git a/eventbridge-lambda-bedrock/.gitignore b/eventbridge-lambda-bedrock/.gitignore
new file mode 100644
index 000000000..37833f8be
--- /dev/null
+++ b/eventbridge-lambda-bedrock/.gitignore
@@ -0,0 +1,10 @@
+*.swp
+package-lock.json
+__pycache__
+.pytest_cache
+.venv
+*.egg-info
+
+# CDK asset staging directory
+.cdk.staging
+cdk.out
diff --git a/eventbridge-lambda-bedrock/README.md b/eventbridge-lambda-bedrock/README.md
new file mode 100644
index 000000000..b913cecb6
--- /dev/null
+++ b/eventbridge-lambda-bedrock/README.md
@@ -0,0 +1,162 @@
+# EventBridge to Amazon Bedrock
+![architecture](architecture/architecture.png)
+
+This pattern demonstrates an approach to automatically sync datasource associated with Knowledge Bases for Amazon Bedrock. Knowledge bases for Amazon Bedrock help you take advantage of Retrieval Augmented Generation (RAG), a popular technique that involves drawing information from a data store to augment the responses generated by Large Language Models (LLMs). When you set up a knowledge base with your data sources, your application can query the knowledge base to return information to answer the query either with direct quotations from sources or with natural responses generated from the query results.
+
+After you create your knowledge base, you ingest your data source/sources into your knowledge base so that they're indexed and are able to be queried. Additionally each time you add, modify, or remove files from your data source, you must sync the data source so that it is re-indexed to the knowledge base. Syncing is incremental, so Amazon Bedrock only processes added, modified, or deleted documents since the last sync.
+
+Currently Amazon Bedrock doesn't provide an in-built feature to automatically periodically sync the datasource associated with a Knowledge Base. So customers who need to refresh their datasources periodically to ensure their knowledge base is up-to-date have to rely on bespoke solution to achieve it. This pattern shows one way of achieving it, using Amazon EventBridge Scheduler 
+
+EventBridge Scheduler simplifies scheduling tasks by providing a centralized, serverless service that reliably executes schedules and invokes targets across various AWS services. In this particular pattern, we configure an EventBridge schedule that runs periodically (using a schedule expression). As part of the EventBridge schedule creation, we configure a target. A target is an API operation that EventBridge Scheduler invokes on your behalf whenever the schedule runs. In our case the target API would be the `StartIngestion` API operation on the Amazon Bedrock Agents service.
+
+Learn more about this pattern at Serverless Land Patterns: https://serverlessland.com/patterns/eventbridge-lambda-bedrock
+
+Important: this application uses various AWS services and there are costs associated with these services after the Free Tier usage - please see the [AWS Pricing page](https://aws.amazon.com/pricing/) for details. You are responsible for any AWS costs incurred. No warranty is implied in this example.
+
+## Requirements
+
+* [Create an AWS account](https://portal.aws.amazon.com/gp/aws/developer/registration/index.html) if you do not already have one and log in. The IAM user that you use must have sufficient permissions to make necessary AWS service calls and manage AWS resources.
+* [AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/install-cliv2.html) installed and configured
+* [Git Installed](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git)
+* [Node and NPM](https://nodejs.org/en/download/) installed
+* [AWS Cloud Development Kit](https://docs.aws.amazon.com/cdk/latest/guide/cli.html) (AWS CDK) installed
+
+
+
+## Enable Model Access on Amazon Bedrock
+Knowledge bases for Amazon Bedrock use a foundation model to embed your data sources in a vector store. Before creating a knowledge base and selecting an embeddings model for the Knowledge Base, You must request access to the model. If you try to use the model (with the API or console) before you have requested access to it, you receive an error message. For more information, see [Model access](https://docs.aws.amazon.com/bedrock/latest/userguide/model-access.html).
+
+1. In the AWS console, select the region from which you want to access Amazon Bedrock. 
+
+    ![Region Selection](bedrock_setup/region-selection.png)
+
+1. Find **Amazon Bedrock** by searching in the AWS console.
+
+    ![Bedrock Search](bedrock_setup/bedrock-search.png)
+
+1. Expand the side menu.
+
+    ![Bedrock Expand Menu](bedrock_setup/bedrock-menu-expand.png)
+
+1. From the side menu, select **Model access**.
+
+    ![Model Access](bedrock_setup/model-access-link.png)
+
+1. Depending on your view, Select the **Enable specific models** button or the **Modify Model Access** button
+
+   ![Model Access View](bedrock_setup/model-access-view.png)
+    
+
+6. Use the checkboxes to select the models you wish to enable. Review the applicable EULAs as needed. Click **Save changes** to activate the models in your account. For this pattern, by default, we would only need Titan Text Embeddings V2  /  model id: amazon.titan-embed-text-v2:0.
+
+## Deployment Instructions
+
+1. Create a new directory, navigate to that directory in a terminal and clone the GitHub repository:
+    ``` 
+    git clone https://github.com/aws-samples/serverless-patterns
+    ```
+1. Change directory to the pattern directory:
+    ```
+    cd evenbridge-lambda-bedrock
+    ```
+1. Create virtual environment for Python
+    ```
+    python3 -m venv .venv
+    ```
+    For a Windows platform, activate the virtualenv like this:
+    ```
+    .venv\Scripts\activate.bat
+    ```
+    For a OSX / Linux platform, activate the virtualenv like this:
+    ```
+    source .venv/bin/activate
+    ```
+1. Install the Python required dependencies:
+    ```
+    pip install -r requirements.txt
+    ```
+1. Install dependencies for Lambda
+    
+    Change directory to <code>functions/layers</code> and run <code>pip install</code>
+    ```
+    cd functions/layers
+    pip install --target python -r requirements.txt
+    ```
+
+1. Run the command below to bootstrap your account. CDK needs it to deploy
+    ```
+    cdk bootstrap
+    ```
+1. see the list of the IDs of the stacks in the AWS CDK application:
+    ```
+    cdk list
+    ```
+
+1. Review the CloudFormation template CDK generates for a given stack using the following AWS CDK CLI command:
+
+    ```
+    cdk synth <stack_id>
+    ```
+
+1. From the command line, use AWS CDK to deploy the AWS resources.
+    ```
+    cdk deploy --all
+    ```
+## How it works
+CDK will create a Knowledge Base for Bedrock with a S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. The Stack also includes the 
+
+
+## Testing
+
+### Verify Event Scheduler is ENABLED
+The EventScheduler should be enabled by default when the stack creation is complete. You can verify this by running the below command. The expected output of the command is the text `ENABLED`. This means that the scheduler is enabled and is ready to run at the next schedule time. 
+```
+aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group BedrockKBSyncScheduleGroup --query 'State' --output text
+```
+### View CloudTrail log for StartIngestionJob
+1. In the CloudTrail console, click on Event history. Event history provides a viewable, searchable, downloadable, and immutable record of the past 90 days of management events. 
+![CloudTrail Event History](test_screenshots/cloudtrail-eventhistory.png)
+
+1. Filter using the Event Name as StartIngestionJob as well as by date and time (for example, Last 20 minutes)
+![StartIngestionJob Event](test_screenshots/startingestionjob-event.png)
+
+1. In the Event Record, verify that the `sessionContext.sessionIssuer.userName` mentions `EventBridgeSchedulerRole` which is the role that was created by the CDK stack, and assigned to the EventBridge Schedule. Also the `userAgent` indicates `AmazonEventBridgeScheduler` as the agent through which the request was made. 
+
+### Tail the CloudWatch Logs to look for Sync Events
+The CDK creates resources to enable logging for an Amazon Bedrock knowledge base using the CloudWatch contructs.
+See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-bases-logging.html) for more information.
+The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
+
+[!NOTE]  
+Substitute the knowledge_base_id found in the CDK Output section when cdk deploy is run
+
+```
+aws logs tail --follow --since 2m BedrockKnowledgeBase-<knowledge_base_id>
+```
+
+### View Ingestion Job timestamp and status
+Once you've verified that the EventBridge scheduler has invoked the StartIngestionJob, you can use the following command to check the status of ingestion job. The command outputs the most recently started ingestion job.
+
+```
+aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --data-source-id <data_source_id> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'
+```
+### Use the knowledge base to Retrieve and Generate
+
+
+## Cleanup
+ 
+1. Run below script in the `eventbridge-lambda-bedrock` directory to delete AWS resources created by this sample stack.
+    ```bash
+    cdk destroy --all
+    ```
+
+## Extra Resources
+* [Bedrock Api Reference](https://docs.aws.amazon.com/bedrock/latest/APIReference/welcome.html)
+* [Sync to ingest your data sources into the knowledge base](https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base-ingest.html)
+* [What is Amazon EventBridge Scheduler?](https://docs.aws.amazon.com/scheduler/latest/UserGuide/what-is-scheduler.html)
+* [Using universal targets with EventBridge Scheduler](https://docs.aws.amazon.com/scheduler/latest/UserGuide/managing-targets-universal.html)
+
+----
+Copyright 2024 Amazon.com, Inc. or its affiliates. All Rights Reserved.
+
+SPDX-License-Identifier: MIT-0
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/app.py b/eventbridge-lambda-bedrock/app.py
new file mode 100644
index 000000000..4a6c33425
--- /dev/null
+++ b/eventbridge-lambda-bedrock/app.py
@@ -0,0 +1,62 @@
+#!/usr/bin/env python3
+import os
+import random
+import string
+import aws_cdk as cdk
+from stacks.bedrock_knowledgebase_stack import BedrockKnowledgebaseStack
+from stacks.opensearch_serverless_stack import OpenSearchServerlessStack
+from stacks.ingestion_job_resources_stack import IngestionJobResourcesStack
+from stacks.bedrock_service_role_stack import BedrockServiceRoleStack
+from stacks.bedrock_knowledgebase_logging import KnowledgeBaseLoggingStack
+
+
+app = cdk.App()
+
+stack_suffix = app.node.try_get_context('stack_suffix')
+
+bedrock_sr_ap_stack = BedrockServiceRoleStack(app,
+    "BedrockServiceRoleAccessPolicyStack",
+    env=cdk.Environment(
+        region=os.getenv('us-west-2')
+    ),
+    stack_suffix=stack_suffix
+)
+
+opensearch_serverless_stack = OpenSearchServerlessStack(app, "OpenSearchServerlessStack",
+    env=cdk.Environment(
+        region=os.getenv('us-west-2')
+    ),
+    stack_suffix=stack_suffix,
+    bedrock_kb_service_role_arn =  bedrock_sr_ap_stack.bedrock_kb_service_role_arn
+)                   
+
+bedrock_kb_stack = BedrockKnowledgebaseStack(app,
+    "BedrockKnowledgebaseStack",
+    env=cdk.Environment(
+        region=os.getenv('us-west-2')
+    ),
+    stack_suffix=stack_suffix,
+    cfn_aoss_collection_arn = opensearch_serverless_stack.cfn_aoss_collection_arn,
+    index_name = opensearch_serverless_stack.index_name,
+    bedrock_kb_service_role_arn = bedrock_sr_ap_stack.bedrock_kb_service_role_arn
+)
+ingestion_job_resources_stack = IngestionJobResourcesStack(app,
+    "IngestionResourcesStack",
+    env=cdk.Environment(
+        region=os.getenv('us-west-2')
+    ),
+    stack_suffix=stack_suffix,
+    knowledge_base_id=bedrock_kb_stack.knowledge_base_id,
+    data_source_id=bedrock_kb_stack.knowledgebase_datasource_id
+)
+
+knowledge_base_logging_stack = KnowledgeBaseLoggingStack(app,
+    "KnowledgeBaseLoggingStack",
+    env=cdk.Environment(
+        region=os.getenv('us-west-2')
+    ),
+    stack_suffix=stack_suffix,
+    knowledge_base_id=bedrock_kb_stack.knowledge_base_id
+)
+
+app.synth()
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/bedrock-menu-expand.png b/eventbridge-lambda-bedrock/bedrock_setup/bedrock-menu-expand.png
new file mode 100644
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diff --git a/eventbridge-lambda-bedrock/bedrock_setup/edit-model-access.png b/eventbridge-lambda-bedrock/bedrock_setup/edit-model-access.png
new file mode 100644
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diff --git a/eventbridge-lambda-bedrock/cdk.context.json b/eventbridge-lambda-bedrock/cdk.context.json
new file mode 100644
index 000000000..59957f7ba
--- /dev/null
+++ b/eventbridge-lambda-bedrock/cdk.context.json
@@ -0,0 +1,15 @@
+{
+    "opensearch_serverless_params": {
+      "collection_name_prefix": "bedrock-kb", 
+      "index_name_prefix": "bedrock-rag-index"
+    },
+    "bedrock_knowledgebase_params": {
+        "s3_bucket_name_prefix":"bedrock-rag",
+        "embedding_model_id": "amazon.titan-embed-text-v2:0",
+        "vector_index_metadata_field":"text-metadata",
+        "vector_index_text_field":"text",
+        "vector_index_vector_field":"vector"
+    },
+    "admin_role_name":"Admin",
+    "stack_suffix": "jcrob6"
+}
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/cdk.json b/eventbridge-lambda-bedrock/cdk.json
new file mode 100644
index 000000000..c9710ade4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/cdk.json
@@ -0,0 +1,52 @@
+{
+  "app": "python3 app.py",
+  "watch": {
+    "include": [
+      "**"
+    ],
+    "exclude": [
+      "README.md",
+      "cdk*.json",
+      "requirements*.txt",
+      "source.bat",
+      "**/__init__.py",
+      "python/__pycache__",
+      "tests"
+    ]
+  },
+  "context": {
+    "@aws-cdk/aws-lambda:recognizeLayerVersion": true,
+    "@aws-cdk/core:checkSecretUsage": true,
+    "@aws-cdk/core:target-partitions": [
+      "aws",
+      "aws-cn"
+    ],
+    "@aws-cdk-containers/ecs-service-extensions:enableDefaultLogDriver": true,
+    "@aws-cdk/aws-ec2:uniqueImdsv2TemplateName": true,
+    "@aws-cdk/aws-ecs:arnFormatIncludesClusterName": true,
+    "@aws-cdk/aws-iam:minimizePolicies": true,
+    "@aws-cdk/core:validateSnapshotRemovalPolicy": true,
+    "@aws-cdk/aws-codepipeline:crossAccountKeyAliasStackSafeResourceName": true,
+    "@aws-cdk/aws-s3:createDefaultLoggingPolicy": true,
+    "@aws-cdk/aws-sns-subscriptions:restrictSqsDescryption": true,
+    "@aws-cdk/aws-apigateway:disableCloudWatchRole": true,
+    "@aws-cdk/core:enablePartitionLiterals": true,
+    "@aws-cdk/aws-events:eventsTargetQueueSameAccount": true,
+    "@aws-cdk/aws-iam:standardizedServicePrincipals": true,
+    "@aws-cdk/aws-ecs:disableExplicitDeploymentControllerForCircuitBreaker": true,
+    "@aws-cdk/aws-iam:importedRoleStackSafeDefaultPolicyName": true,
+    "@aws-cdk/aws-s3:serverAccessLogsUseBucketPolicy": true,
+    "@aws-cdk/aws-route53-patters:useCertificate": true,
+    "@aws-cdk/customresources:installLatestAwsSdkDefault": false,
+    "@aws-cdk/aws-rds:databaseProxyUniqueResourceName": true,
+    "@aws-cdk/aws-codedeploy:removeAlarmsFromDeploymentGroup": true,
+    "@aws-cdk/aws-apigateway:authorizerChangeDeploymentLogicalId": true,
+    "@aws-cdk/aws-ec2:launchTemplateDefaultUserData": true,
+    "@aws-cdk/aws-secretsmanager:useAttachedSecretResourcePolicyForSecretTargetAttachments": true,
+    "@aws-cdk/aws-redshift:columnId": true,
+    "@aws-cdk/aws-stepfunctions-tasks:enableEmrServicePolicyV2": true,
+    "@aws-cdk/aws-ec2:restrictDefaultSecurityGroup": true,
+    "@aws-cdk/aws-apigateway:requestValidatorUniqueId": true,
+    "@aws-cdk/aws-kms:aliasNameRef": true
+  }
+}
diff --git a/eventbridge-lambda-bedrock/example-pattern.json b/eventbridge-lambda-bedrock/example-pattern.json
new file mode 100644
index 000000000..f848a6ed5
--- /dev/null
+++ b/eventbridge-lambda-bedrock/example-pattern.json
@@ -0,0 +1,89 @@
+{
+  "title": "EventBridge to Lambda to Bedrock",
+  "description": "Periodically sync Bedrock Knowledge Base",
+  "language": "Python",
+  "level": "200",
+  "framework": "CDK",
+  "introBox": {
+    "headline": "How it works",
+    "text": [
+      "This sample project demonstrates how to use an EventBridge rule to trigger a Lambda function, which in turn triggers a sync operation on an Amazon Bedrock Knowledge Base"
+    ]
+  },
+  "gitHub": {
+    "template": {
+      "repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/eventbridge-lambda-bedrock",
+      "templateURL": "serverless-patterns/eventbridge-lambda-bedrock",
+      "projectFolder": "eventbridge-lambda-bedrock",
+      "templateFile": "eventbridge-lambda-bedrock_stack.py"
+    }
+  },
+  "resources": {
+    "bullets": [
+      {
+        "text": "Sync to ingest your data sources into the knowledge base",
+        "link": "https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base-ingest.html"
+      },
+      {
+        "text": "Knowledge bases for Amazon Bedrock",
+        "link": "https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base.html"
+      },
+      {
+        "text": "What is Amazon EventBridge Scheduler?",
+        "link": "https://docs.aws.amazon.com/scheduler/latest/UserGuide/what-is-scheduler.html"
+      }
+    ]
+  },
+  "deploy": {
+    "text": [
+      "sam deploy"
+    ]
+  },
+  "testing": {
+    "text": [
+      "See the GitHub repo for detailed testing instructions."
+    ]
+  },
+  "cleanup": {
+    "text": [
+      "Delete the stack: <code>cdk delete</code>."
+    ]
+  },
+  "authors": [
+      {
+          "name": "Raja Vaidyanathan",
+          "image": "https://avatars.githubusercontent.com/u/125882914?v=4",
+          "bio": "Solutions Architect @ AWS",
+          "linkedin": "rajav",
+          "twitter": "rajav"
+      }
+  ],
+  "patternArch": {
+    "icon1": {
+        "x": 10,
+        "y": 50,
+        "service": "evenbridge",
+        "label": "Amazon EventBridge"
+    },
+    "icon2": {
+        "x": 35,
+        "y": 50,
+        "service": "lambda",
+        "label": "AWS Lambda"
+    },
+    "icon3": {
+        "x": 60,
+        "y": 50,
+        "service": "bedrock",
+        "label": "Amazon Bedrock"
+    },
+    "line1": {
+        "from": "icon1",
+        "to": "icon2"
+    },
+    "line2": {
+        "from": "icon2",
+        "to": "icon3"
+    }
+  }
+}
diff --git a/eventbridge-lambda-bedrock/functions/index_creation.py b/eventbridge-lambda-bedrock/functions/index_creation.py
new file mode 100644
index 000000000..7a2dca2a1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/index_creation.py
@@ -0,0 +1,130 @@
+import boto3
+from opensearchpy import OpenSearch, RequestsHttpConnection, AWSV4SignerAuth
+import time
+
+def on_event(event, context):
+  print(event)
+  request_type = event['RequestType']
+  if request_type == 'Create': return on_create(event)
+  if request_type == 'Update': return on_update(event)
+  if request_type == 'Delete': return on_delete(event)
+  raise Exception("Invalid request type: %s" % request_type)
+
+
+def on_create(event):
+  props = event["ResourceProperties"]
+  print("create new resource with props %s" % props)
+  response = create_or_update_index(event)
+  print(response)
+  return {
+      "Data": {
+          "response": response
+      }
+  }
+
+def on_update(event):
+  props = event["ResourceProperties"]
+  print("create new resource with props %s" % props)
+  response = create_or_update_index(event)
+  print(response)
+  return {
+      "Data": {
+          "response": response
+      }
+  }
+  return { 'PhysicalResourceId': physical_id }
+
+def on_delete(event):
+  physical_id = event["PhysicalResourceId"]
+  return { 'PhysicalResourceId': physical_id }
+
+def is_complete(event, context):
+  physical_id = event["PhysicalResourceId"]
+  request_type = event["RequestType"]
+
+  # check if resource is stable based on request_type
+  # is_ready = ...
+
+  return { 'IsComplete': True }
+
+def removeHttpsPrefix(endpoint):
+    if endpoint.startswith("https://"):
+        return endpoint[8:]
+    return endpoint
+
+#get aoss_host from os environ
+def get_aoss_host(resource_properties):
+    if "AOSSHost" not in resource_properties:
+        raise Exception("AOSSHost not provided from resource properties")
+    return removeHttpsPrefix(resource_properties["AOSSHost"])
+
+def get_aoss_client(host):
+    auth = AWSV4SignerAuth(
+        boto3.Session().get_credentials(), 
+        boto3.session.Session().region_name,
+        "aoss"
+    )
+    # create an opensearch client and use the request-signer
+    return OpenSearch(
+        hosts=[{'host': host, 'port': 443}],
+        http_auth=auth,
+        use_ssl=True,
+        verify_certs=True,
+        connection_class=RequestsHttpConnection
+    )
+
+def get_aoss_index_name(resource_properties):
+    if "AOSSIndexName" not in resource_properties:
+        raise Exception("AOSSIndexName not provided from resource properties")
+    return resource_properties["AOSSIndexName"]
+        
+#Function to use the opensearch-py library to create an index within an opensearch collection
+def create_aoss_index(index_name, aos_client):
+    
+    index_body = {
+        "settings": {
+            "index.knn": True
+        },
+        "mappings": {
+            "properties": {
+                "vector": {
+                    "type": "knn_vector",
+                    "dimension": 1024,
+                    "method": {
+                        "name": "hnsw",
+                        "space_type": "l2",
+                        "engine": "faiss",
+                        "parameters": {
+                            "ef_construction": 512,
+                            "m": 16
+                        }
+                    }
+                },
+                "text": {
+                    "type": "text"
+                },
+                "id":  { 
+                    "type" : "text" 
+                },
+                "text-metadata":  { 
+                    "type" : "text" 
+                },
+                "x-amz-bedrock-kb-source-uri":  { 
+                    "type" : "text" 
+                }
+            }
+        }
+    }
+    response = aos_client.indices.create(index=index_name, body=index_body)
+    print(f"Created index {index_name}")
+    return response
+    
+def create_or_update_index(event):
+    resource_properties = event['ResourceProperties']
+    aoss_host = get_aoss_host(resource_properties)
+    aos_client = get_aoss_client(aoss_host)
+    index_name = get_aoss_index_name(resource_properties)
+    response = None
+    if not aos_client.indices.exists(index=index_name):
+        response =  create_aoss_index(index_name=index_name, aos_client=aos_client)    
+    return response
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/AUTHORS b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/AUTHORS
new file mode 100644
index 000000000..c5b03b212
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/AUTHORS
@@ -0,0 +1,18 @@
+Eve is written and maintained by Nicola Iarocci and various contributors:
+
+Development Lead
+````````````````
+
+- Nicola Iarocci <nicola@nicolaiarocci.com>
+
+Patches and Suggestions
+```````````````````````
+
+- Anfernee Jervis
+- Cailean Parker
+- Eric Smith
+- Evan Klitzke
+- Lucas Fernando Nunes
+- Michael Kennedy
+- Thomas Hanssen Nornes
+- Øyvind Heddeland Instefjord
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/LICENSE
new file mode 100644
index 000000000..afe9010b7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/LICENSE
@@ -0,0 +1,33 @@
+Copyright (c) 2017 by Nicola Iarocci and contributors.  See AUTHORS
+for more details.
+
+Some rights reserved.
+
+Redistribution and use in source and binary forms of the software as well
+as documentation, with or without modification, are permitted provided
+that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright
+  notice, this list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above
+  copyright notice, this list of conditions and the following
+  disclaimer in the documentation and/or other materials provided
+  with the distribution.
+
+* The names of the contributors may not be used to endorse or
+  promote products derived from this software without specific
+  prior written permission.
+
+THIS SOFTWARE AND DOCUMENTATION IS PROVIDED BY THE COPYRIGHT HOLDERS AND
+CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT
+NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
+OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE AND DOCUMENTATION, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
+DAMAGE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/METADATA
new file mode 100644
index 000000000..9c325251e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/METADATA
@@ -0,0 +1,130 @@
+Metadata-Version: 2.1
+Name: Events
+Version: 0.5
+Summary: Bringing the elegance of C# EventHandler to Python
+Home-page: http://github.com/pyeve/events
+Author: Nicola Iarocci
+Author-email: nicola@nicolaiarocci.com
+License: BSD
+Platform: any
+Classifier: Development Status :: 4 - Beta
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.4
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Topic :: Software Development
+License-File: LICENSE
+License-File: AUTHORS
+
+Events 
+------
+
+The C# language provides a handy way to declare, subscribe to and fire events.
+Technically, an event is a "slot" where callback functions (event handlers) can
+be attached to - a process referred to as subscribing to an event. Here is
+a handy package that encapsulates the core to event subscription and event
+firing and feels like a "natural" part of the language.
+
+::
+ 
+    >>> def something_changed(reason): 
+    ...     print "something changed because %s" % reason 
+
+    >>> from events import Events
+    >>> events = Events()
+    >>> events.on_change += something_changed
+
+Multiple callback functions can subscribe to the same event. When the event is
+fired, all attached event handlers are invoked in sequence. To fire the event,
+perform a call on the slot: 
+
+::
+
+    >>> events.on_change('it had to happen')
+    'something changed because it had to happen'
+
+By default, Events does not check if an event can be subscribed to and fired.
+You can predefine events by subclassing Events and listing them. Attempts to
+subscribe to or fire an undefined event will raise an EventsException.
+
+::
+
+    >>> class MyEvents(Events):
+    ...     __events__ = ('on_this', 'on_that', )
+
+    >>> events = MyEvents()
+
+    # this will raise an EventsException as `on_change` is unknown to MyEvents:
+    >>> events.on_change += something_changed
+
+You can also predefine events for a single Events instance by passing an
+iterator to the constructor.
+
+::
+
+    >>> events = Events(('on_this', 'on_that'))
+
+    # this will raise an EventsException as `on_change` is unknown to events:
+    >>> events.on_change += something_changed
+
+
+Unsubscribing
+-------------
+There may come a time when you no longer want to be notified of an event. In
+this case, you unsubscribe in the natural counterpart to `+=` by using `-=`.
+
+::
+
+    # We no longer want to be notified, take us out of the event callback list
+    >>> events.on_change -= something_changed
+
+
+You may also want to unsubscribe for memory management reasons. The `Events()` instance
+will hold a reference `something_changed`. If this is a member method of an object,
+and the lifetime of the `Events()` instance is greater than that object, it will keep
+it around longer than would be the normal case.
+
+Documentation
+-------------
+Complete documentation is available at http://events.readthedocs.org
+
+Installing
+----------
+Events is on PyPI so all you need to do is:
+
+::
+
+    pip install events
+
+Testing
+-------
+Just run:
+
+::
+
+    python setup.py test
+
+Or use tox to test the package under all supported Pythons: 2.7, 3.4+
+
+Licensing
+----------
+Events is BSD licensed. See the LICENSE_ for details.
+
+Contributing
+------------
+Please see the `Contribution Guidelines`_.
+
+Attribution
+-----------
+Based on the excellent recipe by `Zoran Isailovski`_, Copyright (c) 2005.
+
+.. _`Contribution Guidelines`: https://github.com/pyeve/events/blob/master/CONTRIBUTING.rst
+.. _LICENSE: https://github.com/pyeve/events/blob/master/LICENSE 
+.. _`Zoran Isailovski`: http://code.activestate.com/recipes/410686/
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/RECORD
new file mode 100644
index 000000000..c297d6c56
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/RECORD
@@ -0,0 +1,15 @@
+Events-0.5.dist-info/AUTHORS,sha256=KrNix_TzJ5_bqpohnheSj_RtNdGNL5UUcSIcWjYFbWY,363
+Events-0.5.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+Events-0.5.dist-info/LICENSE,sha256=F75eab-KdESM-ikG-qm3n7AAqfBt7Re7mxUf9VOh8xM,1582
+Events-0.5.dist-info/METADATA,sha256=e0L-BkyHy_oNw2ICX5M51HJOLMFBJiuIXRqrSBG_Xps,3946
+Events-0.5.dist-info/RECORD,,
+Events-0.5.dist-info/WHEEL,sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18,92
+Events-0.5.dist-info/top_level.txt,sha256=NN1We94mMH6H4ZlvM9ciFeDVZzIic4v8JrqgZv3-rf0,7
+events/__init__.py,sha256=YID2JDUGaSVV7i5Z8z2xiSV9Nw-upHsQWQRCKEIOFBg,155
+events/__pycache__/__init__.cpython-311.pyc,,
+events/__pycache__/events.cpython-311.pyc,,
+events/events.py,sha256=khkrckY2l3mDm30KvyUdnMgdfLDvqZYurFFTBS-4B7U,3410
+events/tests/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+events/tests/__pycache__/__init__.cpython-311.pyc,,
+events/tests/__pycache__/tests.cpython-311.pyc,,
+events/tests/tests.py,sha256=Z71_dVnKLGkZ03YKGvuMbxwK8KOtjo9Tuf3atUDvuH4,5207
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/WHEEL
new file mode 100644
index 000000000..1f37c02f2
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.40.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/top_level.txt
new file mode 100644
index 000000000..49a967f60
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/top_level.txt
@@ -0,0 +1 @@
+events
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/bin/normalizer b/eventbridge-lambda-bedrock/functions/layers/python/bin/normalizer
new file mode 100755
index 000000000..e283ed807
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/bin/normalizer
@@ -0,0 +1,8 @@
+#!/Users/rajavaid/projects/serverless-patterns/eventbridge-lambda-bedrock/.venv/bin/python3.11
+# -*- coding: utf-8 -*-
+import re
+import sys
+from charset_normalizer.cli import cli_detect
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli_detect())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
new file mode 100644
index 000000000..62b076cde
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
@@ -0,0 +1,20 @@
+This package contains a modified version of ca-bundle.crt:
+
+ca-bundle.crt -- Bundle of CA Root Certificates
+
+This is a bundle of X.509 certificates of public Certificate Authorities
+(CA). These were automatically extracted from Mozilla's root certificates
+file (certdata.txt).  This file can be found in the mozilla source tree:
+https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
+It contains the certificates in PEM format and therefore
+can be directly used with curl / libcurl / php_curl, or with
+an Apache+mod_ssl webserver for SSL client authentication.
+Just configure this file as the SSLCACertificateFile.#
+
+***** BEGIN LICENSE BLOCK *****
+This Source Code Form is subject to the terms of the Mozilla Public License,
+v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
+one at http://mozilla.org/MPL/2.0/.
+
+***** END LICENSE BLOCK *****
+@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
new file mode 100644
index 000000000..5b357f5ff
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
@@ -0,0 +1,67 @@
+Metadata-Version: 2.1
+Name: certifi
+Version: 2024.7.4
+Summary: Python package for providing Mozilla's CA Bundle.
+Home-page: https://github.com/certifi/python-certifi
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.com
+License: MPL-2.0
+Project-URL: Source, https://github.com/certifi/python-certifi
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
+Classifier: Natural Language :: English
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Requires-Python: >=3.6
+License-File: LICENSE
+
+Certifi: Python SSL Certificates
+================================
+
+Certifi provides Mozilla's carefully curated collection of Root Certificates for
+validating the trustworthiness of SSL certificates while verifying the identity
+of TLS hosts. It has been extracted from the `Requests`_ project.
+
+Installation
+------------
+
+``certifi`` is available on PyPI. Simply install it with ``pip``::
+
+    $ pip install certifi
+
+Usage
+-----
+
+To reference the installed certificate authority (CA) bundle, you can use the
+built-in function::
+
+    >>> import certifi
+
+    >>> certifi.where()
+    '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
+
+Or from the command line::
+
+    $ python -m certifi
+    /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
+
+Enjoy!
+
+.. _`Requests`: https://requests.readthedocs.io/en/master/
+
+Addition/Removal of Certificates
+--------------------------------
+
+Certifi does not support any addition/removal or other modification of the
+CA trust store content. This project is intended to provide a reliable and
+highly portable root of trust to python deployments. Look to upstream projects
+for methods to use alternate trust.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
new file mode 100644
index 000000000..545e0ab3b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
@@ -0,0 +1,14 @@
+certifi-2024.7.4.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+certifi-2024.7.4.dist-info/LICENSE,sha256=6TcW2mucDVpKHfYP5pWzcPBpVgPSH2-D8FPkLPwQyvc,989
+certifi-2024.7.4.dist-info/METADATA,sha256=L9_EuPoQQvHFzxu03_ctaEZxhEty7inz569jGWjlLGo,2221
+certifi-2024.7.4.dist-info/RECORD,,
+certifi-2024.7.4.dist-info/WHEEL,sha256=y4mX-SOX4fYIkonsAGA5N0Oy-8_gI4FXw5HNI1xqvWg,91
+certifi-2024.7.4.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
+certifi/__init__.py,sha256=LHXz7E80YJYBzCBv6ZyidQ5-ciYSkSebpY2E5OM0l7o,94
+certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
+certifi/__pycache__/__init__.cpython-311.pyc,,
+certifi/__pycache__/__main__.cpython-311.pyc,,
+certifi/__pycache__/core.cpython-311.pyc,,
+certifi/cacert.pem,sha256=SIupYGAr8HzGP073rsEIaS_sQYIPwzKKjj894DgUmu4,291528
+certifi/core.py,sha256=qRDDFyXVJwTB_EmoGppaXU_R9qCZvhl-EzxPMuV3nTA,4426
+certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
new file mode 100644
index 000000000..564c6724e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (70.2.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
new file mode 100644
index 000000000..963eac530
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
@@ -0,0 +1 @@
+certifi
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/certifi/__init__.py
new file mode 100644
index 000000000..d321f1bc3
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi/__init__.py
@@ -0,0 +1,4 @@
+from .core import contents, where
+
+__all__ = ["contents", "where"]
+__version__ = "2024.07.04"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/__main__.py b/eventbridge-lambda-bedrock/functions/layers/python/certifi/__main__.py
new file mode 100644
index 000000000..8945b5da8
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi/__main__.py
@@ -0,0 +1,12 @@
+import argparse
+
+from certifi import contents, where
+
+parser = argparse.ArgumentParser()
+parser.add_argument("-c", "--contents", action="store_true")
+args = parser.parse_args()
+
+if args.contents:
+    print(contents())
+else:
+    print(where())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/cacert.pem b/eventbridge-lambda-bedrock/functions/layers/python/certifi/cacert.pem
new file mode 100644
index 000000000..a6581589b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi/cacert.pem
@@ -0,0 +1,4798 @@
+
+# Issuer: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Subject: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Label: "GlobalSign Root CA"
+# Serial: 4835703278459707669005204
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+# SHA1 Fingerprint: b1:bc:96:8b:d4:f4:9d:62:2a:a8:9a:81:f2:15:01:52:a4:1d:82:9c
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Subject: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Label: "Entrust.net Premium 2048 Secure Server CA"
+# Serial: 946069240
+# MD5 Fingerprint: ee:29:31:bc:32:7e:9a:e6:e8:b5:f7:51:b4:34:71:90
+# SHA1 Fingerprint: 50:30:06:09:1d:97:d4:f5:ae:39:f7:cb:e7:92:7d:7d:65:2d:34:31
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Subject: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Label: "Baltimore CyberTrust Root"
+# Serial: 33554617
+# MD5 Fingerprint: ac:b6:94:a5:9c:17:e0:d7:91:52:9b:b1:97:06:a6:e4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Subject: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Label: "Entrust Root Certification Authority"
+# Serial: 1164660820
+# MD5 Fingerprint: d6:a5:c3:ed:5d:dd:3e:00:c1:3d:87:92:1f:1d:3f:e4
+# SHA1 Fingerprint: b3:1e:b1:b7:40:e3:6c:84:02:da:dc:37:d4:4d:f5:d4:67:49:52:f9
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=AAA Certificate Services O=Comodo CA Limited
+# Subject: CN=AAA Certificate Services O=Comodo CA Limited
+# Label: "Comodo AAA Services root"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 2 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2"
+# Serial: 1289
+# MD5 Fingerprint: 5e:39:7b:dd:f8:ba:ec:82:e9:ac:62:ba:0c:54:00:2b
+# SHA1 Fingerprint: ca:3a:fb:cf:12:40:36:4b:44:b2:16:20:88:80:48:39:19:93:7c:f7
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3"
+# Serial: 1478
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Subject: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Label: "XRamp Global CA Root"
+# Serial: 107108908803651509692980124233745014957
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Subject: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Label: "Go Daddy Class 2 CA"
+# Serial: 0
+# MD5 Fingerprint: 91:de:06:25:ab:da:fd:32:17:0c:bb:25:17:2a:84:67
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Subject: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Label: "Starfield Class 2 CA"
+# Serial: 0
+# MD5 Fingerprint: 32:4a:4b:bb:c8:63:69:9b:be:74:9a:c6:dd:1d:46:24
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root CA"
+# Serial: 17154717934120587862167794914071425081
+# MD5 Fingerprint: 87:ce:0b:7b:2a:0e:49:00:e1:58:71:9b:37:a8:93:72
+# SHA1 Fingerprint: 05:63:b8:63:0d:62:d7:5a:bb:c8:ab:1e:4b:df:b5:a8:99:b2:4d:43
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root CA"
+# Serial: 10944719598952040374951832963794454346
+# MD5 Fingerprint: 79:e4:a9:84:0d:7d:3a:96:d7:c0:4f:e2:43:4c:89:2e
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert High Assurance EV Root CA"
+# Serial: 3553400076410547919724730734378100087
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Label: "SwissSign Gold CA - G2"
+# Serial: 13492815561806991280
+# MD5 Fingerprint: 24:77:d9:a8:91:d1:3b:fa:88:2d:c2:ff:f8:cd:33:93
+# SHA1 Fingerprint: d8:c5:38:8a:b7:30:1b:1b:6e:d4:7a:e6:45:25:3a:6f:9f:1a:27:61
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Label: "SwissSign Silver CA - G2"
+# Serial: 5700383053117599563
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+# SHA1 Fingerprint: 9b:aa:e5:9f:56:ee:21:cb:43:5a:be:25:93:df:a7:f0:40:d1:1d:cb
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SecureTrust CA O=SecureTrust Corporation
+# Subject: CN=SecureTrust CA O=SecureTrust Corporation
+# Label: "SecureTrust CA"
+# Serial: 17199774589125277788362757014266862032
+# MD5 Fingerprint: dc:32:c3:a7:6d:25:57:c7:68:09:9d:ea:2d:a9:a2:d1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Secure Global CA O=SecureTrust Corporation
+# Subject: CN=Secure Global CA O=SecureTrust Corporation
+# Label: "Secure Global CA"
+# Serial: 9751836167731051554232119481456978597
+# MD5 Fingerprint: cf:f4:27:0d:d4:ed:dc:65:16:49:6d:3d:da:bf:6e:de
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=COMODO Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO Certification Authority O=COMODO CA Limited
+# Label: "COMODO Certification Authority"
+# Serial: 104350513648249232941998508985834464573
+# MD5 Fingerprint: 5c:48:dc:f7:42:72:ec:56:94:6d:1c:cc:71:35:80:75
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Label: "COMODO ECC Certification Authority"
+# Serial: 41578283867086692638256921589707938090
+# MD5 Fingerprint: 7c:62:ff:74:9d:31:53:5e:68:4a:d5:78:aa:1e:bf:23
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Certigna O=Dhimyotis
+# Subject: CN=Certigna O=Dhimyotis
+# Label: "Certigna"
+# Serial: 18364802974209362175
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Subject: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Label: "ePKI Root Certification Authority"
+# Serial: 28956088682735189655030529057352760477
+# MD5 Fingerprint: 1b:2e:00:ca:26:06:90:3d:ad:fe:6f:15:68:d3:6b:b3
+# SHA1 Fingerprint: 67:65:0d:f1:7e:8e:7e:5b:82:40:a4:f4:56:4b:cf:e2:3d:69:c6:f0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=certSIGN OU=certSIGN ROOT CA
+# Subject: O=certSIGN OU=certSIGN ROOT CA
+# Label: "certSIGN ROOT CA"
+# Serial: 35210227249154
+# MD5 Fingerprint: 18:98:c0:d6:e9:3a:fc:f9:b0:f5:0c:f7:4b:01:44:17
+# SHA1 Fingerprint: fa:b7:ee:36:97:26:62:fb:2d:b0:2a:f6:bf:03:fd:e8:7c:4b:2f:9b
+# SHA256 Fingerprint: ea:a9:62:c4:fa:4a:6b:af:eb:e4:15:19:6d:35:1c:cd:88:8d:4f:53:f3:fa:8a:e6:d7:c4:66:a9:4e:60:42:bb
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
+# Serial: 80544274841616
+# MD5 Fingerprint: c5:a1:b7:ff:73:dd:d6:d7:34:32:18:df:fc:3c:ad:88
+# SHA1 Fingerprint: 06:08:3f:59:3f:15:a1:04:a0:69:a4:6b:a9:03:d0:06:b7:97:09:91
+# SHA256 Fingerprint: 6c:61:da:c3:a2:de:f0:31:50:6b:e0:36:d2:a6:fe:40:19:94:fb:d1:3d:f9:c8:d4:66:59:92:74:c4:46:ec:98
+-----BEGIN CERTIFICATE-----
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+# Subject: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
+# Label: "SecureSign RootCA11"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=Microsec e-Szigno Root CA 2009 O=Microsec Ltd.
+# Label: "Microsec e-Szigno Root CA 2009"
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
+# Label: "GlobalSign Root CA - R3"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Izenpe.com O=IZENPE S.A.
+# Subject: CN=Izenpe.com O=IZENPE S.A.
+# Label: "Izenpe.com"
+# Serial: 917563065490389241595536686991402621
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Subject: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Label: "Go Daddy Root Certificate Authority - G2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Subject: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Label: "Starfield Root Certificate Authority - G2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Label: "Starfield Services Root Certificate Authority - G2"
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+-----BEGIN CERTIFICATE-----
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+# Label: "AffirmTrust Commercial"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=AffirmTrust Networking O=AffirmTrust
+# Label: "AffirmTrust Networking"
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+-----BEGIN CERTIFICATE-----
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+# Label: "AffirmTrust Premium"
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+# Issuer: CN=AffirmTrust Premium ECC O=AffirmTrust
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+# Label: "AffirmTrust Premium ECC"
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+-----BEGIN CERTIFICATE-----
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+# Label: "Certum Trusted Network CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Root Certification Authority"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Subject: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Label: "Security Communication RootCA2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Subject: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Label: "Actalis Authentication Root CA"
+# Serial: 6271844772424770508
+# MD5 Fingerprint: 69:c1:0d:4f:07:a3:1b:c3:fe:56:3d:04:bc:11:f6:a6
+# SHA1 Fingerprint: f3:73:b3:87:06:5a:28:84:8a:f2:f3:4a:ce:19:2b:dd:c7:8e:9c:ac
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 2 Root CA"
+# Serial: 2
+# MD5 Fingerprint: 46:a7:d2:fe:45:fb:64:5a:a8:59:90:9b:78:44:9b:29
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 3 Root CA"
+# Serial: 2
+# MD5 Fingerprint: 3d:3b:18:9e:2c:64:5a:e8:d5:88:ce:0e:f9:37:c2:ec
+# SHA1 Fingerprint: da:fa:f7:fa:66:84:ec:06:8f:14:50:bd:c7:c2:81:a5:bc:a9:64:57
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 3"
+# Serial: 1
+# MD5 Fingerprint: ca:fb:40:a8:4e:39:92:8a:1d:fe:8e:2f:c4:27:ea:ef
+# SHA1 Fingerprint: 55:a6:72:3e:cb:f2:ec:cd:c3:23:74:70:19:9d:2a:be:11:e3:81:d1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 2009"
+# Serial: 623603
+# MD5 Fingerprint: cd:e0:25:69:8d:47:ac:9c:89:35:90:f7:fd:51:3d:2f
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 EV 2009"
+# Serial: 623604
+# MD5 Fingerprint: aa:c6:43:2c:5e:2d:cd:c4:34:c0:50:4f:11:02:4f:b6
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=CA Disig Root R2 O=Disig a.s.
+# Subject: CN=CA Disig Root R2 O=Disig a.s.
+# Label: "CA Disig Root R2"
+# Serial: 10572350602393338211
+# MD5 Fingerprint: 26:01:fb:d8:27:a7:17:9a:45:54:38:1a:43:01:3b:03
+# SHA1 Fingerprint: b5:61:eb:ea:a4:de:e4:25:4b:69:1a:98:a5:57:47:c2:34:c7:d9:71
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=ACCVRAIZ1 O=ACCV OU=PKIACCV
+# Subject: CN=ACCVRAIZ1 O=ACCV OU=PKIACCV
+# Label: "ACCVRAIZ1"
+# Serial: 6828503384748696800
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+# SHA1 Fingerprint: 93:05:7a:88:15:c6:4f:ce:88:2f:fa:91:16:52:28:78:bc:53:64:17
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Global Root CA"
+# Serial: 3262
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Subject: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Label: "TeliaSonera Root CA v1"
+# Serial: 199041966741090107964904287217786801558
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 2"
+# Serial: 1
+# MD5 Fingerprint: 2b:9b:9e:e4:7b:6c:1f:00:72:1a:cc:c1:77:79:df:6a
+# SHA1 Fingerprint: 59:0d:2d:7d:88:4f:40:2e:61:7e:a5:62:32:17:65:cf:17:d8:94:e9
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot 2011 O=Atos
+# Subject: CN=Atos TrustedRoot 2011 O=Atos
+# Label: "Atos TrustedRoot 2011"
+# Serial: 6643877497813316402
+# MD5 Fingerprint: ae:b9:c4:32:4b:ac:7f:5d:66:cc:77:94:bb:2a:77:56
+# SHA1 Fingerprint: 2b:b1:f5:3e:55:0c:1d:c5:f1:d4:e6:b7:6a:46:4b:55:06:02:ac:21
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 1 G3"
+# Serial: 687049649626669250736271037606554624078720034195
+# MD5 Fingerprint: a4:bc:5b:3f:fe:37:9a:fa:64:f0:e2:fa:05:3d:0b:ab
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2 G3"
+# Serial: 390156079458959257446133169266079962026824725800
+# MD5 Fingerprint: af:0c:86:6e:bf:40:2d:7f:0b:3e:12:50:ba:12:3d:06
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3 G3"
+# Serial: 268090761170461462463995952157327242137089239581
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G2"
+# Serial: 15385348160840213938643033620894905419
+# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G3"
+# Serial: 15459312981008553731928384953135426796
+# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
+# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G2"
+# Serial: 4293743540046975378534879503202253541
+# MD5 Fingerprint: e4:a6:8a:c8:54:ac:52:42:46:0a:fd:72:48:1b:2a:44
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G3"
+# Serial: 7089244469030293291760083333884364146
+# MD5 Fingerprint: f5:5d:a4:50:a5:fb:28:7e:1e:0f:0d:cc:96:57:56:ca
+# SHA1 Fingerprint: 7e:04:de:89:6a:3e:66:6d:00:e6:87:d3:3f:fa:d9:3b:e8:3d:34:9e
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Trusted Root G4"
+# Serial: 7451500558977370777930084869016614236
+# MD5 Fingerprint: 78:f2:fc:aa:60:1f:2f:b4:eb:c9:37:ba:53:2e:75:49
+# SHA1 Fingerprint: dd:fb:16:cd:49:31:c9:73:a2:03:7d:3f:c8:3a:4d:7d:77:5d:05:e4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Label: "COMODO RSA Certification Authority"
+# Serial: 101909084537582093308941363524873193117
+# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
+# SHA1 Fingerprint: af:e5:d2:44:a8:d1:19:42:30:ff:47:9f:e2:f8:97:bb:cd:7a:8c:b4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Label: "USERTrust RSA Certification Authority"
+# Serial: 2645093764781058787591871645665788717
+# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
+# SHA1 Fingerprint: 2b:8f:1b:57:33:0d:bb:a2:d0:7a:6c:51:f7:0e:e9:0d:da:b9:ad:8e
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Label: "USERTrust ECC Certification Authority"
+# Serial: 123013823720199481456569720443997572134
+# MD5 Fingerprint: fa:68:bc:d9:b5:7f:ad:fd:c9:1d:06:83:28:cc:24:c1
+# SHA1 Fingerprint: d1:cb:ca:5d:b2:d5:2a:7f:69:3b:67:4d:e5:f0:5a:1d:0c:95:7d:f0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Label: "GlobalSign ECC Root CA - R5"
+# Serial: 32785792099990507226680698011560947931244
+# MD5 Fingerprint: 9f:ad:3b:1c:02:1e:8a:ba:17:74:38:81:0c:a2:bc:08
+# SHA1 Fingerprint: 1f:24:c6:30:cd:a4:18:ef:20:69:ff:ad:4f:dd:5f:46:3a:1b:69:aa
+# SHA256 Fingerprint: 17:9f:bc:14:8a:3d:d0:0f:d2:4e:a1:34:58:cc:43:bf:a7:f5:9c:81:82:d7:83:a5:13:f6:eb:ec:10:0c:89:24
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Label: "IdenTrust Commercial Root CA 1"
+# Serial: 13298821034946342390520003877796839426
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Label: "IdenTrust Public Sector Root CA 1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G2"
+# Serial: 1246989352
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - EC1"
+# Serial: 51543124481930649114116133369
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Subject: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Label: "CFCA EV ROOT"
+# Serial: 407555286
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GB CA"
+# Serial: 157768595616588414422159278966750757568
+# MD5 Fingerprint: a4:eb:b9:61:28:2e:b7:2f:98:b0:35:26:90:99:51:1d
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Subject: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Label: "SZAFIR ROOT CA2"
+# Serial: 357043034767186914217277344587386743377558296292
+# MD5 Fingerprint: 11:64:c1:89:b0:24:b1:8c:b1:07:7e:89:9e:51:9e:99
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+# Issuer: CN=Hellenic Academic and Research Institutions RootCA 2015 O=Hellenic Academic and Research Institutions Cert. Authority
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+# Label: "Hellenic Academic and Research Institutions ECC RootCA 2015"
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 1 O=Amazon
+# Subject: CN=Amazon Root CA 1 O=Amazon
+# Label: "Amazon Root CA 1"
+# Serial: 143266978916655856878034712317230054538369994
+# MD5 Fingerprint: 43:c6:bf:ae:ec:fe:ad:2f:18:c6:88:68:30:fc:c8:e6
+# SHA1 Fingerprint: 8d:a7:f9:65:ec:5e:fc:37:91:0f:1c:6e:59:fd:c1:cc:6a:6e:de:16
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 2 O=Amazon
+# Subject: CN=Amazon Root CA 2 O=Amazon
+# Label: "Amazon Root CA 2"
+# Serial: 143266982885963551818349160658925006970653239
+# MD5 Fingerprint: c8:e5:8d:ce:a8:42:e2:7a:c0:2a:5c:7c:9e:26:bf:66
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 3 O=Amazon
+# Subject: CN=Amazon Root CA 3 O=Amazon
+# Label: "Amazon Root CA 3"
+# Serial: 143266986699090766294700635381230934788665930
+# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
+# SHA1 Fingerprint: 0d:44:dd:8c:3c:8c:1a:1a:58:75:64:81:e9:0f:2e:2a:ff:b3:d2:6e
+# SHA256 Fingerprint: 18:ce:6c:fe:7b:f1:4e:60:b2:e3:47:b8:df:e8:68:cb:31:d0:2e:bb:3a:da:27:15:69:f5:03:43:b4:6d:b3:a4
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 4 O=Amazon
+# Subject: CN=Amazon Root CA 4 O=Amazon
+# Label: "Amazon Root CA 4"
+# Serial: 143266989758080763974105200630763877849284878
+# MD5 Fingerprint: 89:bc:27:d5:eb:17:8d:06:6a:69:d5:fd:89:47:b4:cd
+# SHA1 Fingerprint: f6:10:84:07:d6:f8:bb:67:98:0c:c2:e2:44:c2:eb:ae:1c:ef:63:be
+# SHA256 Fingerprint: e3:5d:28:41:9e:d0:20:25:cf:a6:90:38:cd:62:39:62:45:8d:a5:c6:95:fb:de:a3:c2:2b:0b:fb:25:89:70:92
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Subject: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
+# Serial: 1
+# MD5 Fingerprint: dc:00:81:dc:69:2f:3e:2f:b0:3b:f6:3d:5a:91:8e:49
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Label: "GDCA TrustAUTH R5 ROOT"
+# Serial: 9009899650740120186
+# MD5 Fingerprint: 63:cc:d9:3d:34:35:5c:6f:53:a3:e2:08:70:48:1f:b4
+# SHA1 Fingerprint: 0f:36:38:5b:81:1a:25:c3:9b:31:4e:83:ca:e9:34:66:70:cc:74:b4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Label: "SSL.com Root Certification Authority RSA"
+# Serial: 8875640296558310041
+# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
+# SHA1 Fingerprint: b7:ab:33:08:d1:ea:44:77:ba:14:80:12:5a:6f:bd:a9:36:49:0c:bb
+# SHA256 Fingerprint: 85:66:6a:56:2e:e0:be:5c:e9:25:c1:d8:89:0a:6f:76:a8:7e:c1:6d:4d:7d:5f:29:ea:74:19:cf:20:12:3b:69
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com Root Certification Authority ECC"
+# Serial: 8495723813297216424
+# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
+# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
+# SHA256 Fingerprint: 34:17:bb:06:cc:60:07:da:1b:96:1c:92:0b:8a:b4:ce:3f:ad:82:0e:4a:a3:0b:9a:cb:c4:a7:4e:bd:ce:bc:65
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority RSA R2"
+# Serial: 6248227494352943350
+# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
+# SHA1 Fingerprint: 74:3a:f0:52:9b:d0:32:a0:f4:4a:83:cd:d4:ba:a9:7b:7c:2e:c4:9a
+# SHA256 Fingerprint: 2e:7b:f1:6c:c2:24:85:a7:bb:e2:aa:86:96:75:07:61:b0:ae:39:be:3b:2f:e9:d0:cc:6d:4e:f7:34:91:42:5c
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority ECC"
+# Serial: 3182246526754555285
+# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
+# SHA1 Fingerprint: 4c:dd:51:a3:d1:f5:20:32:14:b0:c6:c5:32:23:03:91:c7:46:42:6d
+# SHA256 Fingerprint: 22:a2:c1:f7:bd:ed:70:4c:c1:e7:01:b5:f4:08:c3:10:88:0f:e9:56:b5:de:2a:4a:44:f9:9c:87:3a:25:a7:c8
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Label: "GlobalSign Root CA - R6"
+# Serial: 1417766617973444989252670301619537
+# MD5 Fingerprint: 4f:dd:07:e4:d4:22:64:39:1e:0c:37:42:ea:d1:c6:ae
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GC CA"
+# Serial: 44084345621038548146064804565436152554
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=UCA Global G2 Root O=UniTrust
+# Subject: CN=UCA Global G2 Root O=UniTrust
+# Label: "UCA Global G2 Root"
+# Serial: 124779693093741543919145257850076631279
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=UCA Extended Validation Root O=UniTrust
+# Subject: CN=UCA Extended Validation Root O=UniTrust
+# Label: "UCA Extended Validation Root"
+# Serial: 106100277556486529736699587978573607008
+# MD5 Fingerprint: a1:f3:5f:43:c6:34:9b:da:bf:8c:7e:05:53:ad:96:e2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Subject: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Label: "Certigna Root CA"
+# Serial: 269714418870597844693661054334862075617
+# MD5 Fingerprint: 0e:5c:30:62:27:eb:5b:bc:d7:ae:62:ba:e9:d5:df:77
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign Root CA - G1"
+# Serial: 235931866688319308814040
+# MD5 Fingerprint: 9c:42:84:57:dd:cb:0b:a7:2e:95:ad:b6:f3:da:bc:ac
+# SHA1 Fingerprint: 8a:c7:ad:8f:73:ac:4e:c1:b5:75:4d:a5:40:f4:fc:cf:7c:b5:8e:8c
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign ECC Root CA - G3"
+# Serial: 287880440101571086945156
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign Root CA - C1"
+# Serial: 825510296613316004955058
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign ECC Root CA - C3"
+# Serial: 582948710642506000014504
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+# SHA1 Fingerprint: b6:af:43:c2:9b:81:53:7d:f6:ef:6b:c3:1f:1f:60:15:0c:ee:48:66
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Subject: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Label: "Hongkong Post Root CA 3"
+# Serial: 46170865288971385588281144162979347873371282084
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G4"
+# Serial: 289383649854506086828220374796556676440
+# MD5 Fingerprint: 89:53:f1:83:23:b7:7c:8e:05:f1:8c:71:38:4e:1f:88
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft ECC Root Certificate Authority 2017"
+# Serial: 136839042543790627607696632466672567020
+# MD5 Fingerprint: dd:a1:03:e6:4a:93:10:d1:bf:f0:19:42:cb:fe:ed:67
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft RSA Root Certificate Authority 2017"
+# Serial: 40975477897264996090493496164228220339
+# MD5 Fingerprint: 10:ff:00:ff:cf:c9:f8:c7:7a:c0:ee:35:8e:c9:0f:47
+# SHA1 Fingerprint: 73:a5:e6:4a:3b:ff:83:16:ff:0e:dc:cc:61:8a:90:6e:4e:ae:4d:74
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Subject: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Label: "e-Szigno Root CA 2017"
+# Serial: 411379200276854331539784714
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Subject: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Label: "certSIGN Root CA G2"
+# Serial: 313609486401300475190
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global Certification Authority"
+# Serial: 1846098327275375458322922162
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P256 Certification Authority"
+# Serial: 4151900041497450638097112925
+# MD5 Fingerprint: 5b:44:e3:8d:5d:36:86:26:e8:0d:05:d2:59:a7:83:54
+# SHA1 Fingerprint: b4:90:82:dd:45:0c:be:8b:5b:b1:66:d3:e2:a4:08:26:cd:ed:42:cf
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P384 Certification Authority"
+# Serial: 2704997926503831671788816187
+# MD5 Fingerprint: ea:cf:60:c4:3b:b9:15:29:40:a1:97:ed:78:27:93:d6
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Label: "NAVER Global Root Certification Authority"
+# Serial: 9013692873798656336226253319739695165984492813
+# MD5 Fingerprint: c8:7e:41:f6:25:3b:f5:09:b3:17:e8:46:3d:bf:d0:9b
+# SHA1 Fingerprint: 8f:6b:f2:a9:27:4a:da:14:a0:c4:f4:8e:61:27:f9:c0:1e:78:5d:d1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Subject: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Label: "AC RAIZ FNMT-RCM SERVIDORES SEGUROS"
+# Serial: 131542671362353147877283741781055151509
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root R46"
+# Serial: 1552617688466950547958867513931858518042577
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root E46"
+# Serial: 1552617690338932563915843282459653771421763
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Subject: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Label: "ANF Secure Server Root CA"
+# Serial: 996390341000653745
+# MD5 Fingerprint: 26:a6:44:5a:d9:af:4e:2f:b2:1d:b6:65:b0:4e:e8:96
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum EC-384 CA"
+# Serial: 160250656287871593594747141429395092468
+# MD5 Fingerprint: b6:65:b3:96:60:97:12:a1:ec:4e:e1:3d:a3:c6:c9:f1
+# SHA1 Fingerprint: f3:3e:78:3c:ac:df:f4:a2:cc:ac:67:55:69:56:d7:e5:16:3c:e1:ed
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Root CA"
+# Serial: 40870380103424195783807378461123655149
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Subject: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Label: "TunTrust Root CA"
+# Serial: 108534058042236574382096126452369648152337120275
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS RSA Root CA 2021"
+# Serial: 76817823531813593706434026085292783742
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS ECC Root CA 2021"
+# Serial: 137515985548005187474074462014555733966
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Label: "Autoridad de Certificacion Firmaprofesional CIF A62634068"
+# Serial: 1977337328857672817
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus ECC Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Subject: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus Root CA"
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+# Issuer: CN=ISRG Root X2 O=Internet Security Research Group
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+# Label: "ISRG Root X2"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Subject: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Label: "HiPKI Root CA - G1"
+# Serial: 60966262342023497858655262305426234976
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Label: "GlobalSign ECC Root CA - R4"
+# Serial: 159662223612894884239637590694
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GTS Root R1 O=Google Trust Services LLC
+# Subject: CN=GTS Root R1 O=Google Trust Services LLC
+# Label: "GTS Root R1"
+# Serial: 159662320309726417404178440727
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GTS Root R2 O=Google Trust Services LLC
+# Subject: CN=GTS Root R2 O=Google Trust Services LLC
+# Label: "GTS Root R2"
+# Serial: 159662449406622349769042896298
+# MD5 Fingerprint: 1e:39:c0:53:e6:1e:29:82:0b:ca:52:55:36:5d:57:dc
+# SHA1 Fingerprint: 9a:44:49:76:32:db:de:fa:d0:bc:fb:5a:7b:17:bd:9e:56:09:24:94
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
+# Subject: CN=GTS Root R3 O=Google Trust Services LLC
+# Label: "GTS Root R3"
+# Serial: 159662495401136852707857743206
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GTS Root R4 O=Google Trust Services LLC
+# Subject: CN=GTS Root R4 O=Google Trust Services LLC
+# Label: "GTS Root R4"
+# Serial: 159662532700760215368942768210
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Subject: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Label: "Telia Root CA v2"
+# Serial: 7288924052977061235122729490515358
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST BR Root CA 1 2020"
+# Serial: 165870826978392376648679885835942448534
+# MD5 Fingerprint: b5:aa:4b:d5:ed:f7:e3:55:2e:8f:72:0a:f3:75:b8:ed
+# SHA1 Fingerprint: 1f:5b:98:f0:e3:b5:f7:74:3c:ed:e6:b0:36:7d:32:cd:f4:09:41:67
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST EV Root CA 1 2020"
+# Serial: 126288379621884218666039612629459926992
+# MD5 Fingerprint: 8c:2d:9d:70:9f:48:99:11:06:11:fb:e9:cb:30:c0:6e
+# SHA1 Fingerprint: 61:db:8c:21:59:69:03:90:d8:7c:9c:12:86:54:cf:9d:3d:f4:dd:07
+# SHA256 Fingerprint: 08:17:0d:1a:a3:64:53:90:1a:2f:95:92:45:e3:47:db:0c:8d:37:ab:aa:bc:56:b8:1a:a1:00:dc:95:89:70:db
+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS ECC P384 Root G5"
+# Serial: 13129116028163249804115411775095713523
+# MD5 Fingerprint: d3:71:04:6a:43:1c:db:a6:59:e1:a8:a3:aa:c5:71:ed
+# SHA1 Fingerprint: 17:f3:de:5e:9f:0f:19:e9:8e:f6:1f:32:26:6e:20:c4:07:ae:30:ee
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS RSA4096 Root G5"
+# Serial: 11930366277458970227240571539258396554
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+# Issuer: CN=Certainly Root R1 O=Certainly
+# Subject: CN=Certainly Root R1 O=Certainly
+# Label: "Certainly Root R1"
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+# Issuer: CN=Certainly Root E1 O=Certainly
+# Subject: CN=Certainly Root E1 O=Certainly
+# Label: "Certainly Root E1"
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+# Issuer: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
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+# Label: "Security Communication RootCA3"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Subject: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Label: "Security Communication ECC RootCA1"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=BJCA Global Root CA1 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA1"
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+-----END CERTIFICATE-----
+
+# Issuer: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Subject: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA2"
+# Serial: 58605626836079930195615843123109055211
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root E46"
+# Serial: 88989738453351742415770396670917916916
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root R46"
+# Serial: 156256931880233212765902055439220583700
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS RSA Root CA 2022"
+# Serial: 148535279242832292258835760425842727825
+# MD5 Fingerprint: d8:4e:c6:59:30:d8:fe:a0:d6:7a:5a:2c:2c:69:78:da
+# SHA1 Fingerprint: ec:2c:83:40:72:af:26:95:10:ff:0e:f2:03:ee:31:70:f6:78:9d:ca
+# SHA256 Fingerprint: 8f:af:7d:2e:2c:b4:70:9b:b8:e0:b3:36:66:bf:75:a5:dd:45:b5:de:48:0f:8e:a8:d4:bf:e6:be:bc:17:f2:ed
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS ECC Root CA 2022"
+# Serial: 26605119622390491762507526719404364228
+# MD5 Fingerprint: 99:d7:5c:f1:51:36:cc:e9:ce:d9:19:2e:77:71:56:c5
+# SHA1 Fingerprint: 9f:5f:d9:1a:54:6d:f5:0c:71:f0:ee:7a:bd:17:49:98:84:73:e2:39
+# SHA256 Fingerprint: c3:2f:fd:9f:46:f9:36:d1:6c:36:73:99:09:59:43:4b:9a:d6:0a:af:bb:9e:7c:f3:36:54:f1:44:cc:1b:a1:43
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA ECC TLS 2021"
+# Serial: 81873346711060652204712539181482831616
+# MD5 Fingerprint: 16:9f:ad:f1:70:ad:79:d6:ed:29:b4:d1:c5:79:70:a8
+# SHA1 Fingerprint: 9e:bc:75:10:42:b3:02:f3:81:f4:f7:30:62:d4:8f:c3:a7:51:b2:dd
+# SHA256 Fingerprint: b2:fa:e5:3e:14:cc:d7:ab:92:12:06:47:01:ae:27:9c:1d:89:88:fa:cb:77:5f:a8:a0:08:91:4e:66:39:88:a8
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA RSA TLS 2021"
+# Serial: 111436099570196163832749341232207667876
+# MD5 Fingerprint: d4:d3:46:b8:9a:c0:9c:76:5d:9e:3a:c3:b9:99:31:d2
+# SHA1 Fingerprint: 18:52:3b:0d:06:37:e4:d6:3a:df:23:e4:98:fb:5b:16:fb:86:74:48
+# SHA256 Fingerprint: 81:a9:08:8e:a5:9f:b3:64:c5:48:a6:f8:55:59:09:9b:6f:04:05:ef:bf:18:e5:32:4e:c9:f4:57:ba:00:11:2f
+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TrustAsia Global Root CA G3 O=TrustAsia Technologies, Inc.
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+# Label: "TrustAsia Global Root CA G3"
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+# Issuer: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia Global Root CA G4"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=CommScope Public Trust ECC Root-01 O=CommScope
+# Label: "CommScope Public Trust ECC Root-01"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=CommScope Public Trust ECC Root-02 O=CommScope
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+# Label: "CommScope Public Trust ECC Root-02"
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+# Issuer: CN=CommScope Public Trust RSA Root-01 O=CommScope
+# Subject: CN=CommScope Public Trust RSA Root-01 O=CommScope
+# Label: "CommScope Public Trust RSA Root-01"
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+
+# Issuer: CN=CommScope Public Trust RSA Root-02 O=CommScope
+# Subject: CN=CommScope Public Trust RSA Root-02 O=CommScope
+# Label: "CommScope Public Trust RSA Root-02"
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS ECC Root 2020"
+# Serial: 72082518505882327255703894282316633856
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS RSA Root 2023"
+# Serial: 44676229530606711399881795178081572759
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+-----END CERTIFICATE-----
+
+# Issuer: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
+# Subject: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
+# Label: "FIRMAPROFESIONAL CA ROOT-A WEB"
+# Serial: 65916896770016886708751106294915943533
+# MD5 Fingerprint: 82:b2:ad:45:00:82:b0:66:63:f8:5f:c3:67:4e:ce:a3
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+-----BEGIN CERTIFICATE-----
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/core.py b/eventbridge-lambda-bedrock/functions/layers/python/certifi/core.py
new file mode 100644
index 000000000..91f538bb1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/certifi/core.py
@@ -0,0 +1,114 @@
+"""
+certifi.py
+~~~~~~~~~~
+
+This module returns the installation location of cacert.pem or its contents.
+"""
+import sys
+import atexit
+
+def exit_cacert_ctx() -> None:
+    _CACERT_CTX.__exit__(None, None, None)  # type: ignore[union-attr]
+
+
+if sys.version_info >= (3, 11):
+
+    from importlib.resources import as_file, files
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the file
+        # in cases where we're inside of a zipimport situation until someone
+        # actually calls where(), but we don't want to re-extract the file
+        # on every call of where(), so we'll do it once then store it in a
+        # global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you to
+            # manage the cleanup of this file, so it doesn't actually return a
+            # path, it returns a context manager that will give you the path
+            # when you enter it and will do any cleanup when you leave it. In
+            # the common case of not needing a temporary file, it will just
+            # return the file system location and the __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+            atexit.register(exit_cacert_ctx)
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
+
+elif sys.version_info >= (3, 7):
+
+    from importlib.resources import path as get_path, read_text
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the
+        # file in cases where we're inside of a zipimport situation until
+        # someone actually calls where(), but we don't want to re-extract
+        # the file on every call of where(), so we'll do it once then store
+        # it in a global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you
+            # to manage the cleanup of this file, so it doesn't actually
+            # return a path, it returns a context manager that will give
+            # you the path when you enter it and will do any cleanup when
+            # you leave it. In the common case of not needing a temporary
+            # file, it will just return the file system location and the
+            # __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = get_path("certifi", "cacert.pem")
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+            atexit.register(exit_cacert_ctx)
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
+
+else:
+    import os
+    import types
+    from typing import Union
+
+    Package = Union[types.ModuleType, str]
+    Resource = Union[str, "os.PathLike"]
+
+    # This fallback will work for Python versions prior to 3.7 that lack the
+    # importlib.resources module but relies on the existing `where` function
+    # so won't address issues with environments like PyOxidizer that don't set
+    # __file__ on modules.
+    def read_text(
+        package: Package,
+        resource: Resource,
+        encoding: str = 'utf-8',
+        errors: str = 'strict'
+    ) -> str:
+        with open(where(), encoding=encoding) as data:
+            return data.read()
+
+    # If we don't have importlib.resources, then we will just do the old logic
+    # of assuming we're on the filesystem and munge the path directly.
+    def where() -> str:
+        f = os.path.dirname(__file__)
+
+        return os.path.join(f, "cacert.pem")
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/certifi/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
new file mode 100644
index 000000000..ad82355b8
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2019 TAHRI Ahmed R.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
new file mode 100644
index 000000000..822550e36
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
@@ -0,0 +1,683 @@
+Metadata-Version: 2.1
+Name: charset-normalizer
+Version: 3.3.2
+Summary: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+Home-page: https://github.com/Ousret/charset_normalizer
+Author: Ahmed TAHRI
+Author-email: ahmed.tahri@cloudnursery.dev
+License: MIT
+Project-URL: Bug Reports, https://github.com/Ousret/charset_normalizer/issues
+Project-URL: Documentation, https://charset-normalizer.readthedocs.io/en/latest
+Keywords: encoding,charset,charset-detector,detector,normalization,unicode,chardet,detect
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Intended Audience :: Developers
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Text Processing :: Linguistic
+Classifier: Topic :: Utilities
+Classifier: Typing :: Typed
+Requires-Python: >=3.7.0
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Provides-Extra: unicode_backport
+
+<h1 align="center">Charset Detection, for Everyone 👋</h1>
+
+<p align="center">
+  <sup>The Real First Universal Charset Detector</sup><br>
+  <a href="https://pypi.org/project/charset-normalizer">
+    <img src="https://img.shields.io/pypi/pyversions/charset_normalizer.svg?orange=blue" />
+  </a>
+  <a href="https://pepy.tech/project/charset-normalizer/">
+    <img alt="Download Count Total" src="https://static.pepy.tech/badge/charset-normalizer/month" />
+  </a>
+  <a href="https://bestpractices.coreinfrastructure.org/projects/7297">
+    <img src="https://bestpractices.coreinfrastructure.org/projects/7297/badge">
+  </a>
+</p>
+<p align="center">
+  <sup><i>Featured Packages</i></sup><br>
+  <a href="https://github.com/jawah/niquests">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Niquests-HTTP_1.1%2C%202%2C_and_3_Client-cyan">
+  </a>
+  <a href="https://github.com/jawah/wassima">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Wassima-Certifi_Killer-cyan">
+  </a>
+</p>
+<p align="center">
+  <sup><i>In other language (unofficial port - by the community)</i></sup><br>
+  <a href="https://github.com/nickspring/charset-normalizer-rs">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Rust-red">
+  </a>
+</p>
+
+> A library that helps you read text from an unknown charset encoding.<br /> Motivated by `chardet`,
+> I'm trying to resolve the issue by taking a new approach.
+> All IANA character set names for which the Python core library provides codecs are supported.
+
+<p align="center">
+  >>>>> <a href="https://charsetnormalizerweb.ousret.now.sh" target="_blank">👉 Try Me Online Now, Then Adopt Me 👈 </a> <<<<<
+</p>
+
+This project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.
+
+| Feature                                          | [Chardet](https://github.com/chardet/chardet) |                                         Charset Normalizer                                         | [cChardet](https://github.com/PyYoshi/cChardet) |
+|--------------------------------------------------|:---------------------------------------------:|:--------------------------------------------------------------------------------------------------:|:-----------------------------------------------:|
+| `Fast`                                           |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
+| `Universal**`                                    |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
+| `Reliable` **without** distinguishable standards |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
+| `Reliable` **with** distinguishable standards    |                       ✅                       |                                                 ✅                                                  |                        ✅                        |
+| `License`                                        |           LGPL-2.1<br>_restrictive_           |                                                MIT                                                 |            MPL-1.1<br>_restrictive_             |
+| `Native Python`                                  |                       ✅                       |                                                 ✅                                                  |                        ❌                        |
+| `Detect spoken language`                         |                       ❌                       |                                                 ✅                                                  |                       N/A                       |
+| `UnicodeDecodeError Safety`                      |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
+| `Whl Size (min)`                                 |                   193.6 kB                    |                                               42 kB                                                |                     ~200 kB                     |
+| `Supported Encoding`                             |                      33                       | 🎉 [99](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings) |                       40                        |
+
+<p align="center">
+<img src="https://i.imgflip.com/373iay.gif" alt="Reading Normalized Text" width="226"/><img src="https://media.tenor.com/images/c0180f70732a18b4965448d33adba3d0/tenor.gif" alt="Cat Reading Text" width="200"/>
+</p>
+
+*\*\* : They are clearly using specific code for a specific encoding even if covering most of used one*<br> 
+Did you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)
+
+## ⚡ Performance
+
+This package offer better performance than its counterpart Chardet. Here are some numbers.
+
+| Package                                       | Accuracy | Mean per file (ms) | File per sec (est) |
+|-----------------------------------------------|:--------:|:------------------:|:------------------:|
+| [chardet](https://github.com/chardet/chardet) |   86 %   |       200 ms       |     5 file/sec     |
+| charset-normalizer                            | **98 %** |     **10 ms**      |    100 file/sec    |
+
+| Package                                       | 99th percentile | 95th percentile | 50th percentile |
+|-----------------------------------------------|:---------------:|:---------------:|:---------------:|
+| [chardet](https://github.com/chardet/chardet) |     1200 ms     |     287 ms      |      23 ms      |
+| charset-normalizer                            |     100 ms      |      50 ms      |      5 ms       |
+
+Chardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.
+
+> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.
+> And yes, these results might change at any time. The dataset can be updated to include more files.
+> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.
+> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability
+> (eg. Supported Encoding) Challenge-them if you want.
+
+## ✨ Installation
+
+Using pip:
+
+```sh
+pip install charset-normalizer -U
+```
+
+## 🚀 Basic Usage
+
+### CLI
+This package comes with a CLI.
+
+```
+usage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]
+                  file [file ...]
+
+The Real First Universal Charset Detector. Discover originating encoding used
+on text file. Normalize text to unicode.
+
+positional arguments:
+  files                 File(s) to be analysed
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -v, --verbose         Display complementary information about file if any.
+                        Stdout will contain logs about the detection process.
+  -a, --with-alternative
+                        Output complementary possibilities if any. Top-level
+                        JSON WILL be a list.
+  -n, --normalize       Permit to normalize input file. If not set, program
+                        does not write anything.
+  -m, --minimal         Only output the charset detected to STDOUT. Disabling
+                        JSON output.
+  -r, --replace         Replace file when trying to normalize it instead of
+                        creating a new one.
+  -f, --force           Replace file without asking if you are sure, use this
+                        flag with caution.
+  -t THRESHOLD, --threshold THRESHOLD
+                        Define a custom maximum amount of chaos allowed in
+                        decoded content. 0. <= chaos <= 1.
+  --version             Show version information and exit.
+```
+
+```bash
+normalizer ./data/sample.1.fr.srt
+```
+
+or
+
+```bash
+python -m charset_normalizer ./data/sample.1.fr.srt
+```
+
+🎉 Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.
+
+```json
+{
+    "path": "/home/default/projects/charset_normalizer/data/sample.1.fr.srt",
+    "encoding": "cp1252",
+    "encoding_aliases": [
+        "1252",
+        "windows_1252"
+    ],
+    "alternative_encodings": [
+        "cp1254",
+        "cp1256",
+        "cp1258",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+        "mbcs"
+    ],
+    "language": "French",
+    "alphabets": [
+        "Basic Latin",
+        "Latin-1 Supplement"
+    ],
+    "has_sig_or_bom": false,
+    "chaos": 0.149,
+    "coherence": 97.152,
+    "unicode_path": null,
+    "is_preferred": true
+}
+```
+
+### Python
+*Just print out normalized text*
+```python
+from charset_normalizer import from_path
+
+results = from_path('./my_subtitle.srt')
+
+print(str(results.best()))
+```
+
+*Upgrade your code without effort*
+```python
+from charset_normalizer import detect
+```
+
+The above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.
+
+See the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)
+
+## 😇 Why
+
+When I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a
+reliable alternative using a completely different method. Also! I never back down on a good challenge!
+
+I **don't care** about the **originating charset** encoding, because **two different tables** can
+produce **two identical rendered string.**
+What I want is to get readable text, the best I can. 
+
+In a way, **I'm brute forcing text decoding.** How cool is that ? 😎
+
+Don't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.
+
+## 🍰 How
+
+  - Discard all charset encoding table that could not fit the binary content.
+  - Measure noise, or the mess once opened (by chunks) with a corresponding charset encoding.
+  - Extract matches with the lowest mess detected.
+  - Additionally, we measure coherence / probe for a language.
+
+**Wait a minute**, what is noise/mess and coherence according to **YOU ?**
+
+*Noise :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then
+**I established** some ground rules about **what is obvious** when **it seems like** a mess.
+ I know that my interpretation of what is noise is probably incomplete, feel free to contribute in order to
+ improve or rewrite it.
+
+*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought
+that intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.
+
+## ⚡ Known limitations
+
+  - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))
+  - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.
+
+## ⚠️ About Python EOLs
+
+**If you are running:**
+
+- Python >=2.7,<3.5: Unsupported
+- Python 3.5: charset-normalizer < 2.1
+- Python 3.6: charset-normalizer < 3.1
+- Python 3.7: charset-normalizer < 4.0
+
+Upgrade your Python interpreter as soon as possible.
+
+## 👤 Contributing
+
+Contributions, issues and feature requests are very much welcome.<br />
+Feel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.
+
+## 📝 License
+
+Copyright © [Ahmed TAHRI @Ousret](https://github.com/Ousret).<br />
+This project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.
+
+Characters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)
+
+## 💼 For Enterprise
+
+Professional support for charset-normalizer is available as part of the [Tidelift
+Subscription][1]. Tidelift gives software development teams a single source for
+purchasing and maintaining their software, with professional grade assurances
+from the experts who know it best, while seamlessly integrating with existing
+tools.
+
+[1]: https://tidelift.com/subscription/pkg/pypi-charset-normalizer?utm_source=pypi-charset-normalizer&utm_medium=readme
+
+# Changelog
+All notable changes to charset-normalizer will be documented in this file. This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
+
+## [3.3.2](https://github.com/Ousret/charset_normalizer/compare/3.3.1...3.3.2) (2023-10-31)
+
+### Fixed
+- Unintentional memory usage regression when using large payload that match several encoding (#376)
+- Regression on some detection case showcased in the documentation (#371)
+
+### Added
+- Noise (md) probe that identify malformed arabic representation due to the presence of letters in isolated form (credit to my wife)
+
+## [3.3.1](https://github.com/Ousret/charset_normalizer/compare/3.3.0...3.3.1) (2023-10-22)
+
+### Changed
+- Optional mypyc compilation upgraded to version 1.6.1 for Python >= 3.8
+- Improved the general detection reliability based on reports from the community
+
+## [3.3.0](https://github.com/Ousret/charset_normalizer/compare/3.2.0...3.3.0) (2023-09-30)
+
+### Added
+- Allow to execute the CLI (e.g. normalizer) through `python -m charset_normalizer.cli` or `python -m charset_normalizer`
+- Support for 9 forgotten encoding that are supported by Python but unlisted in `encoding.aliases` as they have no alias (#323)
+
+### Removed
+- (internal) Redundant utils.is_ascii function and unused function is_private_use_only
+- (internal) charset_normalizer.assets is moved inside charset_normalizer.constant
+
+### Changed
+- (internal) Unicode code blocks in constants are updated using the latest v15.0.0 definition to improve detection
+- Optional mypyc compilation upgraded to version 1.5.1 for Python >= 3.8
+
+### Fixed
+- Unable to properly sort CharsetMatch when both chaos/noise and coherence were close due to an unreachable condition in \_\_lt\_\_ (#350)
+
+## [3.2.0](https://github.com/Ousret/charset_normalizer/compare/3.1.0...3.2.0) (2023-06-07)
+
+### Changed
+- Typehint for function `from_path` no longer enforce `PathLike` as its first argument
+- Minor improvement over the global detection reliability
+
+### Added
+- Introduce function `is_binary` that relies on main capabilities, and optimized to detect binaries
+- Propagate `enable_fallback` argument throughout `from_bytes`, `from_path`, and `from_fp` that allow a deeper control over the detection (default True)
+- Explicit support for Python 3.12
+
+### Fixed
+- Edge case detection failure where a file would contain 'very-long' camel cased word (Issue #289)
+
+## [3.1.0](https://github.com/Ousret/charset_normalizer/compare/3.0.1...3.1.0) (2023-03-06)
+
+### Added
+- Argument `should_rename_legacy` for legacy function `detect` and disregard any new arguments without errors (PR #262)
+
+### Removed
+- Support for Python 3.6 (PR #260)
+
+### Changed
+- Optional speedup provided by mypy/c 1.0.1
+
+## [3.0.1](https://github.com/Ousret/charset_normalizer/compare/3.0.0...3.0.1) (2022-11-18)
+
+### Fixed
+- Multi-bytes cutter/chunk generator did not always cut correctly (PR #233)
+
+### Changed
+- Speedup provided by mypy/c 0.990 on Python >= 3.7
+
+## [3.0.0](https://github.com/Ousret/charset_normalizer/compare/2.1.1...3.0.0) (2022-10-20)
+
+### Added
+- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
+- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
+- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
+- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
+
+### Changed
+- Build with static metadata using 'build' frontend
+- Make the language detection stricter
+- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
+
+### Fixed
+- CLI with opt --normalize fail when using full path for files
+- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
+- Sphinx warnings when generating the documentation
+
+### Removed
+- Coherence detector no longer return 'Simple English' instead return 'English'
+- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
+- Breaking: Method `first()` and `best()` from CharsetMatch
+- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
+- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
+- Breaking: Top-level function `normalize`
+- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
+- Support for the backport `unicodedata2`
+
+## [3.0.0rc1](https://github.com/Ousret/charset_normalizer/compare/3.0.0b2...3.0.0rc1) (2022-10-18)
+
+### Added
+- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
+- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
+- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
+
+### Changed
+- Build with static metadata using 'build' frontend
+- Make the language detection stricter
+
+### Fixed
+- CLI with opt --normalize fail when using full path for files
+- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
+
+### Removed
+- Coherence detector no longer return 'Simple English' instead return 'English'
+- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
+
+## [3.0.0b2](https://github.com/Ousret/charset_normalizer/compare/3.0.0b1...3.0.0b2) (2022-08-21)
+
+### Added
+- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
+
+### Removed
+- Breaking: Method `first()` and `best()` from CharsetMatch
+- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
+
+### Fixed
+- Sphinx warnings when generating the documentation
+
+## [3.0.0b1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...3.0.0b1) (2022-08-15)
+
+### Changed
+- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
+
+### Removed
+- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
+- Breaking: Top-level function `normalize`
+- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
+- Support for the backport `unicodedata2`
+
+## [2.1.1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...2.1.1) (2022-08-19)
+
+### Deprecated
+- Function `normalize` scheduled for removal in 3.0
+
+### Changed
+- Removed useless call to decode in fn is_unprintable (#206)
+
+### Fixed
+- Third-party library (i18n xgettext) crashing not recognizing utf_8 (PEP 263) with underscore from [@aleksandernovikov](https://github.com/aleksandernovikov) (#204)
+
+## [2.1.0](https://github.com/Ousret/charset_normalizer/compare/2.0.12...2.1.0) (2022-06-19)
+
+### Added
+- Output the Unicode table version when running the CLI with `--version` (PR #194)
+
+### Changed
+- Re-use decoded buffer for single byte character sets from [@nijel](https://github.com/nijel) (PR #175)
+- Fixing some performance bottlenecks from [@deedy5](https://github.com/deedy5) (PR #183)
+
+### Fixed
+- Workaround potential bug in cpython with Zero Width No-Break Space located in Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space (PR #175)
+- CLI default threshold aligned with the API threshold from [@oleksandr-kuzmenko](https://github.com/oleksandr-kuzmenko) (PR #181)
+
+### Removed
+- Support for Python 3.5 (PR #192)
+
+### Deprecated
+- Use of backport unicodedata from `unicodedata2` as Python is quickly catching up, scheduled for removal in 3.0 (PR #194)
+
+## [2.0.12](https://github.com/Ousret/charset_normalizer/compare/2.0.11...2.0.12) (2022-02-12)
+
+### Fixed
+- ASCII miss-detection on rare cases (PR #170) 
+
+## [2.0.11](https://github.com/Ousret/charset_normalizer/compare/2.0.10...2.0.11) (2022-01-30)
+
+### Added
+- Explicit support for Python 3.11 (PR #164)
+
+### Changed
+- The logging behavior have been completely reviewed, now using only TRACE and DEBUG levels (PR #163 #165)
+
+## [2.0.10](https://github.com/Ousret/charset_normalizer/compare/2.0.9...2.0.10) (2022-01-04)
+
+### Fixed
+- Fallback match entries might lead to UnicodeDecodeError for large bytes sequence (PR #154)
+
+### Changed
+- Skipping the language-detection (CD) on ASCII (PR #155)
+
+## [2.0.9](https://github.com/Ousret/charset_normalizer/compare/2.0.8...2.0.9) (2021-12-03)
+
+### Changed
+- Moderating the logging impact (since 2.0.8) for specific environments (PR #147)
+
+### Fixed
+- Wrong logging level applied when setting kwarg `explain` to True (PR #146)
+
+## [2.0.8](https://github.com/Ousret/charset_normalizer/compare/2.0.7...2.0.8) (2021-11-24)
+### Changed
+- Improvement over Vietnamese detection (PR #126)
+- MD improvement on trailing data and long foreign (non-pure latin) data (PR #124)
+- Efficiency improvements in cd/alphabet_languages from [@adbar](https://github.com/adbar) (PR #122)
+- call sum() without an intermediary list following PEP 289 recommendations from [@adbar](https://github.com/adbar) (PR #129)
+- Code style as refactored by Sourcery-AI (PR #131) 
+- Minor adjustment on the MD around european words (PR #133)
+- Remove and replace SRTs from assets / tests (PR #139)
+- Initialize the library logger with a `NullHandler` by default from [@nmaynes](https://github.com/nmaynes) (PR #135)
+- Setting kwarg `explain` to True will add provisionally (bounded to function lifespan) a specific stream handler (PR #135)
+
+### Fixed
+- Fix large (misleading) sequence giving UnicodeDecodeError (PR #137)
+- Avoid using too insignificant chunk (PR #137)
+
+### Added
+- Add and expose function `set_logging_handler` to configure a specific StreamHandler from [@nmaynes](https://github.com/nmaynes) (PR #135)
+- Add `CHANGELOG.md` entries, format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) (PR #141)
+
+## [2.0.7](https://github.com/Ousret/charset_normalizer/compare/2.0.6...2.0.7) (2021-10-11)
+### Added
+- Add support for Kazakh (Cyrillic) language detection (PR #109)
+
+### Changed
+- Further, improve inferring the language from a given single-byte code page (PR #112)
+- Vainly trying to leverage PEP263 when PEP3120 is not supported (PR #116)
+- Refactoring for potential performance improvements in loops from [@adbar](https://github.com/adbar) (PR #113)
+- Various detection improvement (MD+CD) (PR #117)
+
+### Removed
+- Remove redundant logging entry about detected language(s) (PR #115)
+
+### Fixed
+- Fix a minor inconsistency between Python 3.5 and other versions regarding language detection (PR #117 #102)
+
+## [2.0.6](https://github.com/Ousret/charset_normalizer/compare/2.0.5...2.0.6) (2021-09-18)
+### Fixed
+- Unforeseen regression with the loss of the backward-compatibility with some older minor of Python 3.5.x (PR #100)
+- Fix CLI crash when using --minimal output in certain cases (PR #103)
+
+### Changed
+- Minor improvement to the detection efficiency (less than 1%) (PR #106 #101)
+
+## [2.0.5](https://github.com/Ousret/charset_normalizer/compare/2.0.4...2.0.5) (2021-09-14)
+### Changed
+- The project now comply with: flake8, mypy, isort and black to ensure a better overall quality (PR #81)
+- The BC-support with v1.x was improved, the old staticmethods are restored (PR #82)
+- The Unicode detection is slightly improved (PR #93)
+- Add syntax sugar \_\_bool\_\_ for results CharsetMatches list-container (PR #91)
+
+### Removed
+- The project no longer raise warning on tiny content given for detection, will be simply logged as warning instead (PR #92)
+
+### Fixed
+- In some rare case, the chunks extractor could cut in the middle of a multi-byte character and could mislead the mess detection (PR #95)
+- Some rare 'space' characters could trip up the UnprintablePlugin/Mess detection (PR #96)
+- The MANIFEST.in was not exhaustive (PR #78)
+
+## [2.0.4](https://github.com/Ousret/charset_normalizer/compare/2.0.3...2.0.4) (2021-07-30)
+### Fixed
+- The CLI no longer raise an unexpected exception when no encoding has been found (PR #70)
+- Fix accessing the 'alphabets' property when the payload contains surrogate characters (PR #68)
+- The logger could mislead (explain=True) on detected languages and the impact of one MBCS match (PR #72)
+- Submatch factoring could be wrong in rare edge cases (PR #72)
+- Multiple files given to the CLI were ignored when publishing results to STDOUT. (After the first path) (PR #72)
+- Fix line endings from CRLF to LF for certain project files (PR #67)
+
+### Changed
+- Adjust the MD to lower the sensitivity, thus improving the global detection reliability (PR #69 #76)
+- Allow fallback on specified encoding if any (PR #71)
+
+## [2.0.3](https://github.com/Ousret/charset_normalizer/compare/2.0.2...2.0.3) (2021-07-16)
+### Changed
+- Part of the detection mechanism has been improved to be less sensitive, resulting in more accurate detection results. Especially ASCII. (PR #63)
+- According to the community wishes, the detection will fall back on ASCII or UTF-8 in a last-resort case. (PR #64)
+
+## [2.0.2](https://github.com/Ousret/charset_normalizer/compare/2.0.1...2.0.2) (2021-07-15)
+### Fixed
+- Empty/Too small JSON payload miss-detection fixed. Report from [@tseaver](https://github.com/tseaver) (PR #59) 
+
+### Changed
+- Don't inject unicodedata2 into sys.modules from [@akx](https://github.com/akx) (PR #57)
+
+## [2.0.1](https://github.com/Ousret/charset_normalizer/compare/2.0.0...2.0.1) (2021-07-13)
+### Fixed
+- Make it work where there isn't a filesystem available, dropping assets frequencies.json. Report from [@sethmlarson](https://github.com/sethmlarson). (PR #55)
+- Using explain=False permanently disable the verbose output in the current runtime (PR #47)
+- One log entry (language target preemptive) was not show in logs when using explain=True (PR #47)
+- Fix undesired exception (ValueError) on getitem of instance CharsetMatches (PR #52)
+
+### Changed
+- Public function normalize default args values were not aligned with from_bytes (PR #53)
+
+### Added
+- You may now use charset aliases in cp_isolation and cp_exclusion arguments (PR #47)
+
+## [2.0.0](https://github.com/Ousret/charset_normalizer/compare/1.4.1...2.0.0) (2021-07-02)
+### Changed
+- 4x to 5 times faster than the previous 1.4.0 release. At least 2x faster than Chardet.
+- Accent has been made on UTF-8 detection, should perform rather instantaneous.
+- The backward compatibility with Chardet has been greatly improved. The legacy detect function returns an identical charset name whenever possible.
+- The detection mechanism has been slightly improved, now Turkish content is detected correctly (most of the time)
+- The program has been rewritten to ease the readability and maintainability. (+Using static typing)+
+- utf_7 detection has been reinstated.
+
+### Removed
+- This package no longer require anything when used with Python 3.5 (Dropped cached_property)
+- Removed support for these languages: Catalan, Esperanto, Kazakh, Baque, Volapük, Azeri, Galician, Nynorsk, Macedonian, and Serbocroatian.
+- The exception hook on UnicodeDecodeError has been removed.
+
+### Deprecated
+- Methods coherence_non_latin, w_counter, chaos_secondary_pass of the class CharsetMatch are now deprecated and scheduled for removal in v3.0
+
+### Fixed
+- The CLI output used the relative path of the file(s). Should be absolute.
+
+## [1.4.1](https://github.com/Ousret/charset_normalizer/compare/1.4.0...1.4.1) (2021-05-28)
+### Fixed
+- Logger configuration/usage no longer conflict with others (PR #44)
+
+## [1.4.0](https://github.com/Ousret/charset_normalizer/compare/1.3.9...1.4.0) (2021-05-21)
+### Removed
+- Using standard logging instead of using the package loguru.
+- Dropping nose test framework in favor of the maintained pytest.
+- Choose to not use dragonmapper package to help with gibberish Chinese/CJK text.
+- Require cached_property only for Python 3.5 due to constraint. Dropping for every other interpreter version.
+- Stop support for UTF-7 that does not contain a SIG.
+- Dropping PrettyTable, replaced with pure JSON output in CLI.
+
+### Fixed
+- BOM marker in a CharsetNormalizerMatch instance could be False in rare cases even if obviously present. Due to the sub-match factoring process.
+- Not searching properly for the BOM when trying utf32/16 parent codec.
+
+### Changed
+- Improving the package final size by compressing frequencies.json.
+- Huge improvement over the larges payload.
+
+### Added
+- CLI now produces JSON consumable output.
+- Return ASCII if given sequences fit. Given reasonable confidence.
+
+## [1.3.9](https://github.com/Ousret/charset_normalizer/compare/1.3.8...1.3.9) (2021-05-13)
+
+### Fixed
+- In some very rare cases, you may end up getting encode/decode errors due to a bad bytes payload (PR #40)
+
+## [1.3.8](https://github.com/Ousret/charset_normalizer/compare/1.3.7...1.3.8) (2021-05-12)
+
+### Fixed
+- Empty given payload for detection may cause an exception if trying to access the `alphabets` property. (PR #39)
+
+## [1.3.7](https://github.com/Ousret/charset_normalizer/compare/1.3.6...1.3.7) (2021-05-12)
+
+### Fixed
+- The legacy detect function should return UTF-8-SIG if sig is present in the payload. (PR #38)
+
+## [1.3.6](https://github.com/Ousret/charset_normalizer/compare/1.3.5...1.3.6) (2021-02-09)
+
+### Changed
+- Amend the previous release to allow prettytable 2.0 (PR #35)
+
+## [1.3.5](https://github.com/Ousret/charset_normalizer/compare/1.3.4...1.3.5) (2021-02-08)
+
+### Fixed
+- Fix error while using the package with a python pre-release interpreter (PR #33)
+
+### Changed
+- Dependencies refactoring, constraints revised.
+
+### Added
+- Add python 3.9 and 3.10 to the supported interpreters
+
+MIT License
+
+Copyright (c) 2019 TAHRI Ahmed R.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
new file mode 100644
index 000000000..824988d23
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
@@ -0,0 +1,35 @@
+../../bin/normalizer,sha256=LFfxROmSnx8PMVKNwCmMt2HDJ9Xb6iM0EJs0AN3oQ8A,309
+charset_normalizer-3.3.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+charset_normalizer-3.3.2.dist-info/LICENSE,sha256=6zGgxaT7Cbik4yBV0lweX5w1iidS_vPNcgIT0cz-4kE,1070
+charset_normalizer-3.3.2.dist-info/METADATA,sha256=cfLhl5A6SI-F0oclm8w8ux9wshL1nipdeCdVnYb4AaA,33550
+charset_normalizer-3.3.2.dist-info/RECORD,,
+charset_normalizer-3.3.2.dist-info/WHEEL,sha256=1K25WgJ_KyfvTx-UW0AtTToB1lRjnG-GzH7SmFlnRPw,111
+charset_normalizer-3.3.2.dist-info/entry_points.txt,sha256=ADSTKrkXZ3hhdOVFi6DcUEHQRS0xfxDIE_pEz4wLIXA,65
+charset_normalizer-3.3.2.dist-info/top_level.txt,sha256=7ASyzePr8_xuZWJsnqJjIBtyV8vhEo0wBCv1MPRRi3Q,19
+charset_normalizer/__init__.py,sha256=UzI3xC8PhmcLRMzSgPb6minTmRq0kWznnCBJ8ZCc2XI,1577
+charset_normalizer/__main__.py,sha256=JxY8bleaENOFlLRb9HfoeZCzAMnn2A1oGR5Xm2eyqg0,73
+charset_normalizer/__pycache__/__init__.cpython-311.pyc,,
+charset_normalizer/__pycache__/__main__.cpython-311.pyc,,
+charset_normalizer/__pycache__/api.cpython-311.pyc,,
+charset_normalizer/__pycache__/cd.cpython-311.pyc,,
+charset_normalizer/__pycache__/constant.cpython-311.pyc,,
+charset_normalizer/__pycache__/legacy.cpython-311.pyc,,
+charset_normalizer/__pycache__/md.cpython-311.pyc,,
+charset_normalizer/__pycache__/models.cpython-311.pyc,,
+charset_normalizer/__pycache__/utils.cpython-311.pyc,,
+charset_normalizer/__pycache__/version.cpython-311.pyc,,
+charset_normalizer/api.py,sha256=WOlWjy6wT8SeMYFpaGbXZFN1TMXa-s8vZYfkL4G29iQ,21097
+charset_normalizer/cd.py,sha256=xwZliZcTQFA3jU0c00PRiu9MNxXTFxQkFLWmMW24ZzI,12560
+charset_normalizer/cli/__init__.py,sha256=D5ERp8P62llm2FuoMzydZ7d9rs8cvvLXqE-1_6oViPc,100
+charset_normalizer/cli/__main__.py,sha256=2F-xURZJzo063Ye-2RLJ2wcmURpbKeAzKwpiws65dAs,9744
+charset_normalizer/cli/__pycache__/__init__.cpython-311.pyc,,
+charset_normalizer/cli/__pycache__/__main__.cpython-311.pyc,,
+charset_normalizer/constant.py,sha256=p0IsOVcEbPWYPOdWhnhRbjK1YVBy6fs05C5vKC-zoxU,40481
+charset_normalizer/legacy.py,sha256=T-QuVMsMeDiQEk8WSszMrzVJg_14AMeSkmHdRYhdl1k,2071
+charset_normalizer/md.cpython-311-darwin.so,sha256=OiyW5lqB7AjKTjTrjNitBY5KKuGMheybG2G8wJeEO6E,33152
+charset_normalizer/md.py,sha256=NkSuVLK13_a8c7BxZ4cGIQ5vOtGIWOdh22WZEvjp-7U,19624
+charset_normalizer/md__mypyc.cpython-311-darwin.so,sha256=4kdSJP5eNMOfCSeGHpSa5_ff7vNw2hX1e_d-Q4oQ6yg,215680
+charset_normalizer/models.py,sha256=I5i0s4aKCCgLPY2tUY3pwkgFA-BUbbNxQ7hVkVTt62s,11624
+charset_normalizer/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+charset_normalizer/utils.py,sha256=teiosMqzKjXyAHXnGdjSBOgnBZwx-SkBbCLrx0UXy8M,11894
+charset_normalizer/version.py,sha256=iHKUfHD3kDRSyrh_BN2ojh43TA5-UZQjvbVIEFfpHDs,79
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
new file mode 100644
index 000000000..a65e9b2f2
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.41.2)
+Root-Is-Purelib: false
+Tag: cp311-cp311-macosx_10_9_x86_64
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
new file mode 100644
index 000000000..65619e73e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
@@ -0,0 +1,2 @@
+[console_scripts]
+normalizer = charset_normalizer.cli:cli_detect
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
new file mode 100644
index 000000000..66958f0a0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
@@ -0,0 +1 @@
+charset_normalizer
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__init__.py
new file mode 100644
index 000000000..55991fc38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__init__.py
@@ -0,0 +1,46 @@
+# -*- coding: utf-8 -*-
+"""
+Charset-Normalizer
+~~~~~~~~~~~~~~
+The Real First Universal Charset Detector.
+A library that helps you read text from an unknown charset encoding.
+Motivated by chardet, This package is trying to resolve the issue by taking a new approach.
+All IANA character set names for which the Python core library provides codecs are supported.
+
+Basic usage:
+   >>> from charset_normalizer import from_bytes
+   >>> results = from_bytes('Bсеки човек има право на образование. Oбразованието!'.encode('utf_8'))
+   >>> best_guess = results.best()
+   >>> str(best_guess)
+   'Bсеки човек има право на образование. Oбразованието!'
+
+Others methods and usages are available - see the full documentation
+at <https://github.com/Ousret/charset_normalizer>.
+:copyright: (c) 2021 by Ahmed TAHRI
+:license: MIT, see LICENSE for more details.
+"""
+import logging
+
+from .api import from_bytes, from_fp, from_path, is_binary
+from .legacy import detect
+from .models import CharsetMatch, CharsetMatches
+from .utils import set_logging_handler
+from .version import VERSION, __version__
+
+__all__ = (
+    "from_fp",
+    "from_path",
+    "from_bytes",
+    "is_binary",
+    "detect",
+    "CharsetMatch",
+    "CharsetMatches",
+    "__version__",
+    "VERSION",
+    "set_logging_handler",
+)
+
+# Attach a NullHandler to the top level logger by default
+# https://docs.python.org/3.3/howto/logging.html#configuring-logging-for-a-library
+
+logging.getLogger("charset_normalizer").addHandler(logging.NullHandler())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__main__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__main__.py
new file mode 100644
index 000000000..beae2ef77
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__main__.py
@@ -0,0 +1,4 @@
+from .cli import cli_detect
+
+if __name__ == "__main__":
+    cli_detect()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/api.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/api.py
new file mode 100644
index 000000000..0ba08e3a5
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/api.py
@@ -0,0 +1,626 @@
+import logging
+from os import PathLike
+from typing import BinaryIO, List, Optional, Set, Union
+
+from .cd import (
+    coherence_ratio,
+    encoding_languages,
+    mb_encoding_languages,
+    merge_coherence_ratios,
+)
+from .constant import IANA_SUPPORTED, TOO_BIG_SEQUENCE, TOO_SMALL_SEQUENCE, TRACE
+from .md import mess_ratio
+from .models import CharsetMatch, CharsetMatches
+from .utils import (
+    any_specified_encoding,
+    cut_sequence_chunks,
+    iana_name,
+    identify_sig_or_bom,
+    is_cp_similar,
+    is_multi_byte_encoding,
+    should_strip_sig_or_bom,
+)
+
+# Will most likely be controversial
+# logging.addLevelName(TRACE, "TRACE")
+logger = logging.getLogger("charset_normalizer")
+explain_handler = logging.StreamHandler()
+explain_handler.setFormatter(
+    logging.Formatter("%(asctime)s | %(levelname)s | %(message)s")
+)
+
+
+def from_bytes(
+    sequences: Union[bytes, bytearray],
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.2,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Given a raw bytes sequence, return the best possibles charset usable to render str objects.
+    If there is no results, it is a strong indicator that the source is binary/not text.
+    By default, the process will extract 5 blocks of 512o each to assess the mess and coherence of a given sequence.
+    And will give up a particular code page after 20% of measured mess. Those criteria are customizable at will.
+
+    The preemptive behavior DOES NOT replace the traditional detection workflow, it prioritize a particular code page
+    but never take it for granted. Can improve the performance.
+
+    You may want to focus your attention to some code page or/and not others, use cp_isolation and cp_exclusion for that
+    purpose.
+
+    This function will strip the SIG in the payload/sequence every time except on UTF-16, UTF-32.
+    By default the library does not setup any handler other than the NullHandler, if you choose to set the 'explain'
+    toggle to True it will alter the logger configuration to add a StreamHandler that is suitable for debugging.
+    Custom logging format and handler can be set manually.
+    """
+
+    if not isinstance(sequences, (bytearray, bytes)):
+        raise TypeError(
+            "Expected object of type bytes or bytearray, got: {0}".format(
+                type(sequences)
+            )
+        )
+
+    if explain:
+        previous_logger_level: int = logger.level
+        logger.addHandler(explain_handler)
+        logger.setLevel(TRACE)
+
+    length: int = len(sequences)
+
+    if length == 0:
+        logger.debug("Encoding detection on empty bytes, assuming utf_8 intention.")
+        if explain:
+            logger.removeHandler(explain_handler)
+            logger.setLevel(previous_logger_level or logging.WARNING)
+        return CharsetMatches([CharsetMatch(sequences, "utf_8", 0.0, False, [], "")])
+
+    if cp_isolation is not None:
+        logger.log(
+            TRACE,
+            "cp_isolation is set. use this flag for debugging purpose. "
+            "limited list of encoding allowed : %s.",
+            ", ".join(cp_isolation),
+        )
+        cp_isolation = [iana_name(cp, False) for cp in cp_isolation]
+    else:
+        cp_isolation = []
+
+    if cp_exclusion is not None:
+        logger.log(
+            TRACE,
+            "cp_exclusion is set. use this flag for debugging purpose. "
+            "limited list of encoding excluded : %s.",
+            ", ".join(cp_exclusion),
+        )
+        cp_exclusion = [iana_name(cp, False) for cp in cp_exclusion]
+    else:
+        cp_exclusion = []
+
+    if length <= (chunk_size * steps):
+        logger.log(
+            TRACE,
+            "override steps (%i) and chunk_size (%i) as content does not fit (%i byte(s) given) parameters.",
+            steps,
+            chunk_size,
+            length,
+        )
+        steps = 1
+        chunk_size = length
+
+    if steps > 1 and length / steps < chunk_size:
+        chunk_size = int(length / steps)
+
+    is_too_small_sequence: bool = len(sequences) < TOO_SMALL_SEQUENCE
+    is_too_large_sequence: bool = len(sequences) >= TOO_BIG_SEQUENCE
+
+    if is_too_small_sequence:
+        logger.log(
+            TRACE,
+            "Trying to detect encoding from a tiny portion of ({}) byte(s).".format(
+                length
+            ),
+        )
+    elif is_too_large_sequence:
+        logger.log(
+            TRACE,
+            "Using lazy str decoding because the payload is quite large, ({}) byte(s).".format(
+                length
+            ),
+        )
+
+    prioritized_encodings: List[str] = []
+
+    specified_encoding: Optional[str] = (
+        any_specified_encoding(sequences) if preemptive_behaviour else None
+    )
+
+    if specified_encoding is not None:
+        prioritized_encodings.append(specified_encoding)
+        logger.log(
+            TRACE,
+            "Detected declarative mark in sequence. Priority +1 given for %s.",
+            specified_encoding,
+        )
+
+    tested: Set[str] = set()
+    tested_but_hard_failure: List[str] = []
+    tested_but_soft_failure: List[str] = []
+
+    fallback_ascii: Optional[CharsetMatch] = None
+    fallback_u8: Optional[CharsetMatch] = None
+    fallback_specified: Optional[CharsetMatch] = None
+
+    results: CharsetMatches = CharsetMatches()
+
+    sig_encoding, sig_payload = identify_sig_or_bom(sequences)
+
+    if sig_encoding is not None:
+        prioritized_encodings.append(sig_encoding)
+        logger.log(
+            TRACE,
+            "Detected a SIG or BOM mark on first %i byte(s). Priority +1 given for %s.",
+            len(sig_payload),
+            sig_encoding,
+        )
+
+    prioritized_encodings.append("ascii")
+
+    if "utf_8" not in prioritized_encodings:
+        prioritized_encodings.append("utf_8")
+
+    for encoding_iana in prioritized_encodings + IANA_SUPPORTED:
+        if cp_isolation and encoding_iana not in cp_isolation:
+            continue
+
+        if cp_exclusion and encoding_iana in cp_exclusion:
+            continue
+
+        if encoding_iana in tested:
+            continue
+
+        tested.add(encoding_iana)
+
+        decoded_payload: Optional[str] = None
+        bom_or_sig_available: bool = sig_encoding == encoding_iana
+        strip_sig_or_bom: bool = bom_or_sig_available and should_strip_sig_or_bom(
+            encoding_iana
+        )
+
+        if encoding_iana in {"utf_16", "utf_32"} and not bom_or_sig_available:
+            logger.log(
+                TRACE,
+                "Encoding %s won't be tested as-is because it require a BOM. Will try some sub-encoder LE/BE.",
+                encoding_iana,
+            )
+            continue
+        if encoding_iana in {"utf_7"} and not bom_or_sig_available:
+            logger.log(
+                TRACE,
+                "Encoding %s won't be tested as-is because detection is unreliable without BOM/SIG.",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            is_multi_byte_decoder: bool = is_multi_byte_encoding(encoding_iana)
+        except (ModuleNotFoundError, ImportError):
+            logger.log(
+                TRACE,
+                "Encoding %s does not provide an IncrementalDecoder",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            if is_too_large_sequence and is_multi_byte_decoder is False:
+                str(
+                    sequences[: int(50e4)]
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) : int(50e4)],
+                    encoding=encoding_iana,
+                )
+            else:
+                decoded_payload = str(
+                    sequences
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) :],
+                    encoding=encoding_iana,
+                )
+        except (UnicodeDecodeError, LookupError) as e:
+            if not isinstance(e, LookupError):
+                logger.log(
+                    TRACE,
+                    "Code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+            tested_but_hard_failure.append(encoding_iana)
+            continue
+
+        similar_soft_failure_test: bool = False
+
+        for encoding_soft_failed in tested_but_soft_failure:
+            if is_cp_similar(encoding_iana, encoding_soft_failed):
+                similar_soft_failure_test = True
+                break
+
+        if similar_soft_failure_test:
+            logger.log(
+                TRACE,
+                "%s is deemed too similar to code page %s and was consider unsuited already. Continuing!",
+                encoding_iana,
+                encoding_soft_failed,
+            )
+            continue
+
+        r_ = range(
+            0 if not bom_or_sig_available else len(sig_payload),
+            length,
+            int(length / steps),
+        )
+
+        multi_byte_bonus: bool = (
+            is_multi_byte_decoder
+            and decoded_payload is not None
+            and len(decoded_payload) < length
+        )
+
+        if multi_byte_bonus:
+            logger.log(
+                TRACE,
+                "Code page %s is a multi byte encoding table and it appear that at least one character "
+                "was encoded using n-bytes.",
+                encoding_iana,
+            )
+
+        max_chunk_gave_up: int = int(len(r_) / 4)
+
+        max_chunk_gave_up = max(max_chunk_gave_up, 2)
+        early_stop_count: int = 0
+        lazy_str_hard_failure = False
+
+        md_chunks: List[str] = []
+        md_ratios = []
+
+        try:
+            for chunk in cut_sequence_chunks(
+                sequences,
+                encoding_iana,
+                r_,
+                chunk_size,
+                bom_or_sig_available,
+                strip_sig_or_bom,
+                sig_payload,
+                is_multi_byte_decoder,
+                decoded_payload,
+            ):
+                md_chunks.append(chunk)
+
+                md_ratios.append(
+                    mess_ratio(
+                        chunk,
+                        threshold,
+                        explain is True and 1 <= len(cp_isolation) <= 2,
+                    )
+                )
+
+                if md_ratios[-1] >= threshold:
+                    early_stop_count += 1
+
+                if (early_stop_count >= max_chunk_gave_up) or (
+                    bom_or_sig_available and strip_sig_or_bom is False
+                ):
+                    break
+        except (
+            UnicodeDecodeError
+        ) as e:  # Lazy str loading may have missed something there
+            logger.log(
+                TRACE,
+                "LazyStr Loading: After MD chunk decode, code page %s does not fit given bytes sequence at ALL. %s",
+                encoding_iana,
+                str(e),
+            )
+            early_stop_count = max_chunk_gave_up
+            lazy_str_hard_failure = True
+
+        # We might want to check the sequence again with the whole content
+        # Only if initial MD tests passes
+        if (
+            not lazy_str_hard_failure
+            and is_too_large_sequence
+            and not is_multi_byte_decoder
+        ):
+            try:
+                sequences[int(50e3) :].decode(encoding_iana, errors="strict")
+            except UnicodeDecodeError as e:
+                logger.log(
+                    TRACE,
+                    "LazyStr Loading: After final lookup, code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+                tested_but_hard_failure.append(encoding_iana)
+                continue
+
+        mean_mess_ratio: float = sum(md_ratios) / len(md_ratios) if md_ratios else 0.0
+        if mean_mess_ratio >= threshold or early_stop_count >= max_chunk_gave_up:
+            tested_but_soft_failure.append(encoding_iana)
+            logger.log(
+                TRACE,
+                "%s was excluded because of initial chaos probing. Gave up %i time(s). "
+                "Computed mean chaos is %f %%.",
+                encoding_iana,
+                early_stop_count,
+                round(mean_mess_ratio * 100, ndigits=3),
+            )
+            # Preparing those fallbacks in case we got nothing.
+            if (
+                enable_fallback
+                and encoding_iana in ["ascii", "utf_8", specified_encoding]
+                and not lazy_str_hard_failure
+            ):
+                fallback_entry = CharsetMatch(
+                    sequences, encoding_iana, threshold, False, [], decoded_payload
+                )
+                if encoding_iana == specified_encoding:
+                    fallback_specified = fallback_entry
+                elif encoding_iana == "ascii":
+                    fallback_ascii = fallback_entry
+                else:
+                    fallback_u8 = fallback_entry
+            continue
+
+        logger.log(
+            TRACE,
+            "%s passed initial chaos probing. Mean measured chaos is %f %%",
+            encoding_iana,
+            round(mean_mess_ratio * 100, ndigits=3),
+        )
+
+        if not is_multi_byte_decoder:
+            target_languages: List[str] = encoding_languages(encoding_iana)
+        else:
+            target_languages = mb_encoding_languages(encoding_iana)
+
+        if target_languages:
+            logger.log(
+                TRACE,
+                "{} should target any language(s) of {}".format(
+                    encoding_iana, str(target_languages)
+                ),
+            )
+
+        cd_ratios = []
+
+        # We shall skip the CD when its about ASCII
+        # Most of the time its not relevant to run "language-detection" on it.
+        if encoding_iana != "ascii":
+            for chunk in md_chunks:
+                chunk_languages = coherence_ratio(
+                    chunk,
+                    language_threshold,
+                    ",".join(target_languages) if target_languages else None,
+                )
+
+                cd_ratios.append(chunk_languages)
+
+        cd_ratios_merged = merge_coherence_ratios(cd_ratios)
+
+        if cd_ratios_merged:
+            logger.log(
+                TRACE,
+                "We detected language {} using {}".format(
+                    cd_ratios_merged, encoding_iana
+                ),
+            )
+
+        results.append(
+            CharsetMatch(
+                sequences,
+                encoding_iana,
+                mean_mess_ratio,
+                bom_or_sig_available,
+                cd_ratios_merged,
+                decoded_payload,
+            )
+        )
+
+        if (
+            encoding_iana in [specified_encoding, "ascii", "utf_8"]
+            and mean_mess_ratio < 0.1
+        ):
+            logger.debug(
+                "Encoding detection: %s is most likely the one.", encoding_iana
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+        if encoding_iana == sig_encoding:
+            logger.debug(
+                "Encoding detection: %s is most likely the one as we detected a BOM or SIG within "
+                "the beginning of the sequence.",
+                encoding_iana,
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+    if len(results) == 0:
+        if fallback_u8 or fallback_ascii or fallback_specified:
+            logger.log(
+                TRACE,
+                "Nothing got out of the detection process. Using ASCII/UTF-8/Specified fallback.",
+            )
+
+        if fallback_specified:
+            logger.debug(
+                "Encoding detection: %s will be used as a fallback match",
+                fallback_specified.encoding,
+            )
+            results.append(fallback_specified)
+        elif (
+            (fallback_u8 and fallback_ascii is None)
+            or (
+                fallback_u8
+                and fallback_ascii
+                and fallback_u8.fingerprint != fallback_ascii.fingerprint
+            )
+            or (fallback_u8 is not None)
+        ):
+            logger.debug("Encoding detection: utf_8 will be used as a fallback match")
+            results.append(fallback_u8)
+        elif fallback_ascii:
+            logger.debug("Encoding detection: ascii will be used as a fallback match")
+            results.append(fallback_ascii)
+
+    if results:
+        logger.debug(
+            "Encoding detection: Found %s as plausible (best-candidate) for content. With %i alternatives.",
+            results.best().encoding,  # type: ignore
+            len(results) - 1,
+        )
+    else:
+        logger.debug("Encoding detection: Unable to determine any suitable charset.")
+
+    if explain:
+        logger.removeHandler(explain_handler)
+        logger.setLevel(previous_logger_level)
+
+    return results
+
+
+def from_fp(
+    fp: BinaryIO,
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but using a file pointer that is already ready.
+    Will not close the file pointer.
+    """
+    return from_bytes(
+        fp.read(),
+        steps,
+        chunk_size,
+        threshold,
+        cp_isolation,
+        cp_exclusion,
+        preemptive_behaviour,
+        explain,
+        language_threshold,
+        enable_fallback,
+    )
+
+
+def from_path(
+    path: Union[str, bytes, PathLike],  # type: ignore[type-arg]
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but with one extra step. Opening and reading given file path in binary mode.
+    Can raise IOError.
+    """
+    with open(path, "rb") as fp:
+        return from_fp(
+            fp,
+            steps,
+            chunk_size,
+            threshold,
+            cp_isolation,
+            cp_exclusion,
+            preemptive_behaviour,
+            explain,
+            language_threshold,
+            enable_fallback,
+        )
+
+
+def is_binary(
+    fp_or_path_or_payload: Union[PathLike, str, BinaryIO, bytes],  # type: ignore[type-arg]
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = False,
+) -> bool:
+    """
+    Detect if the given input (file, bytes, or path) points to a binary file. aka. not a string.
+    Based on the same main heuristic algorithms and default kwargs at the sole exception that fallbacks match
+    are disabled to be stricter around ASCII-compatible but unlikely to be a string.
+    """
+    if isinstance(fp_or_path_or_payload, (str, PathLike)):
+        guesses = from_path(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+    elif isinstance(
+        fp_or_path_or_payload,
+        (
+            bytes,
+            bytearray,
+        ),
+    ):
+        guesses = from_bytes(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+    else:
+        guesses = from_fp(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+
+    return not guesses
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cd.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cd.py
new file mode 100644
index 000000000..4ea6760c4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cd.py
@@ -0,0 +1,395 @@
+import importlib
+from codecs import IncrementalDecoder
+from collections import Counter
+from functools import lru_cache
+from typing import Counter as TypeCounter, Dict, List, Optional, Tuple
+
+from .constant import (
+    FREQUENCIES,
+    KO_NAMES,
+    LANGUAGE_SUPPORTED_COUNT,
+    TOO_SMALL_SEQUENCE,
+    ZH_NAMES,
+)
+from .md import is_suspiciously_successive_range
+from .models import CoherenceMatches
+from .utils import (
+    is_accentuated,
+    is_latin,
+    is_multi_byte_encoding,
+    is_unicode_range_secondary,
+    unicode_range,
+)
+
+
+def encoding_unicode_range(iana_name: str) -> List[str]:
+    """
+    Return associated unicode ranges in a single byte code page.
+    """
+    if is_multi_byte_encoding(iana_name):
+        raise IOError("Function not supported on multi-byte code page")
+
+    decoder = importlib.import_module(
+        "encodings.{}".format(iana_name)
+    ).IncrementalDecoder
+
+    p: IncrementalDecoder = decoder(errors="ignore")
+    seen_ranges: Dict[str, int] = {}
+    character_count: int = 0
+
+    for i in range(0x40, 0xFF):
+        chunk: str = p.decode(bytes([i]))
+
+        if chunk:
+            character_range: Optional[str] = unicode_range(chunk)
+
+            if character_range is None:
+                continue
+
+            if is_unicode_range_secondary(character_range) is False:
+                if character_range not in seen_ranges:
+                    seen_ranges[character_range] = 0
+                seen_ranges[character_range] += 1
+                character_count += 1
+
+    return sorted(
+        [
+            character_range
+            for character_range in seen_ranges
+            if seen_ranges[character_range] / character_count >= 0.15
+        ]
+    )
+
+
+def unicode_range_languages(primary_range: str) -> List[str]:
+    """
+    Return inferred languages used with a unicode range.
+    """
+    languages: List[str] = []
+
+    for language, characters in FREQUENCIES.items():
+        for character in characters:
+            if unicode_range(character) == primary_range:
+                languages.append(language)
+                break
+
+    return languages
+
+
+@lru_cache()
+def encoding_languages(iana_name: str) -> List[str]:
+    """
+    Single-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    unicode_ranges: List[str] = encoding_unicode_range(iana_name)
+    primary_range: Optional[str] = None
+
+    for specified_range in unicode_ranges:
+        if "Latin" not in specified_range:
+            primary_range = specified_range
+            break
+
+    if primary_range is None:
+        return ["Latin Based"]
+
+    return unicode_range_languages(primary_range)
+
+
+@lru_cache()
+def mb_encoding_languages(iana_name: str) -> List[str]:
+    """
+    Multi-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    if (
+        iana_name.startswith("shift_")
+        or iana_name.startswith("iso2022_jp")
+        or iana_name.startswith("euc_j")
+        or iana_name == "cp932"
+    ):
+        return ["Japanese"]
+    if iana_name.startswith("gb") or iana_name in ZH_NAMES:
+        return ["Chinese"]
+    if iana_name.startswith("iso2022_kr") or iana_name in KO_NAMES:
+        return ["Korean"]
+
+    return []
+
+
+@lru_cache(maxsize=LANGUAGE_SUPPORTED_COUNT)
+def get_target_features(language: str) -> Tuple[bool, bool]:
+    """
+    Determine main aspects from a supported language if it contains accents and if is pure Latin.
+    """
+    target_have_accents: bool = False
+    target_pure_latin: bool = True
+
+    for character in FREQUENCIES[language]:
+        if not target_have_accents and is_accentuated(character):
+            target_have_accents = True
+        if target_pure_latin and is_latin(character) is False:
+            target_pure_latin = False
+
+    return target_have_accents, target_pure_latin
+
+
+def alphabet_languages(
+    characters: List[str], ignore_non_latin: bool = False
+) -> List[str]:
+    """
+    Return associated languages associated to given characters.
+    """
+    languages: List[Tuple[str, float]] = []
+
+    source_have_accents = any(is_accentuated(character) for character in characters)
+
+    for language, language_characters in FREQUENCIES.items():
+        target_have_accents, target_pure_latin = get_target_features(language)
+
+        if ignore_non_latin and target_pure_latin is False:
+            continue
+
+        if target_have_accents is False and source_have_accents:
+            continue
+
+        character_count: int = len(language_characters)
+
+        character_match_count: int = len(
+            [c for c in language_characters if c in characters]
+        )
+
+        ratio: float = character_match_count / character_count
+
+        if ratio >= 0.2:
+            languages.append((language, ratio))
+
+    languages = sorted(languages, key=lambda x: x[1], reverse=True)
+
+    return [compatible_language[0] for compatible_language in languages]
+
+
+def characters_popularity_compare(
+    language: str, ordered_characters: List[str]
+) -> float:
+    """
+    Determine if a ordered characters list (by occurrence from most appearance to rarest) match a particular language.
+    The result is a ratio between 0. (absolutely no correspondence) and 1. (near perfect fit).
+    Beware that is function is not strict on the match in order to ease the detection. (Meaning close match is 1.)
+    """
+    if language not in FREQUENCIES:
+        raise ValueError("{} not available".format(language))
+
+    character_approved_count: int = 0
+    FREQUENCIES_language_set = set(FREQUENCIES[language])
+
+    ordered_characters_count: int = len(ordered_characters)
+    target_language_characters_count: int = len(FREQUENCIES[language])
+
+    large_alphabet: bool = target_language_characters_count > 26
+
+    for character, character_rank in zip(
+        ordered_characters, range(0, ordered_characters_count)
+    ):
+        if character not in FREQUENCIES_language_set:
+            continue
+
+        character_rank_in_language: int = FREQUENCIES[language].index(character)
+        expected_projection_ratio: float = (
+            target_language_characters_count / ordered_characters_count
+        )
+        character_rank_projection: int = int(character_rank * expected_projection_ratio)
+
+        if (
+            large_alphabet is False
+            and abs(character_rank_projection - character_rank_in_language) > 4
+        ):
+            continue
+
+        if (
+            large_alphabet is True
+            and abs(character_rank_projection - character_rank_in_language)
+            < target_language_characters_count / 3
+        ):
+            character_approved_count += 1
+            continue
+
+        characters_before_source: List[str] = FREQUENCIES[language][
+            0:character_rank_in_language
+        ]
+        characters_after_source: List[str] = FREQUENCIES[language][
+            character_rank_in_language:
+        ]
+        characters_before: List[str] = ordered_characters[0:character_rank]
+        characters_after: List[str] = ordered_characters[character_rank:]
+
+        before_match_count: int = len(
+            set(characters_before) & set(characters_before_source)
+        )
+
+        after_match_count: int = len(
+            set(characters_after) & set(characters_after_source)
+        )
+
+        if len(characters_before_source) == 0 and before_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if len(characters_after_source) == 0 and after_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if (
+            before_match_count / len(characters_before_source) >= 0.4
+            or after_match_count / len(characters_after_source) >= 0.4
+        ):
+            character_approved_count += 1
+            continue
+
+    return character_approved_count / len(ordered_characters)
+
+
+def alpha_unicode_split(decoded_sequence: str) -> List[str]:
+    """
+    Given a decoded text sequence, return a list of str. Unicode range / alphabet separation.
+    Ex. a text containing English/Latin with a bit a Hebrew will return two items in the resulting list;
+    One containing the latin letters and the other hebrew.
+    """
+    layers: Dict[str, str] = {}
+
+    for character in decoded_sequence:
+        if character.isalpha() is False:
+            continue
+
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        layer_target_range: Optional[str] = None
+
+        for discovered_range in layers:
+            if (
+                is_suspiciously_successive_range(discovered_range, character_range)
+                is False
+            ):
+                layer_target_range = discovered_range
+                break
+
+        if layer_target_range is None:
+            layer_target_range = character_range
+
+        if layer_target_range not in layers:
+            layers[layer_target_range] = character.lower()
+            continue
+
+        layers[layer_target_range] += character.lower()
+
+    return list(layers.values())
+
+
+def merge_coherence_ratios(results: List[CoherenceMatches]) -> CoherenceMatches:
+    """
+    This function merge results previously given by the function coherence_ratio.
+    The return type is the same as coherence_ratio.
+    """
+    per_language_ratios: Dict[str, List[float]] = {}
+    for result in results:
+        for sub_result in result:
+            language, ratio = sub_result
+            if language not in per_language_ratios:
+                per_language_ratios[language] = [ratio]
+                continue
+            per_language_ratios[language].append(ratio)
+
+    merge = [
+        (
+            language,
+            round(
+                sum(per_language_ratios[language]) / len(per_language_ratios[language]),
+                4,
+            ),
+        )
+        for language in per_language_ratios
+    ]
+
+    return sorted(merge, key=lambda x: x[1], reverse=True)
+
+
+def filter_alt_coherence_matches(results: CoherenceMatches) -> CoherenceMatches:
+    """
+    We shall NOT return "English—" in CoherenceMatches because it is an alternative
+    of "English". This function only keeps the best match and remove the em-dash in it.
+    """
+    index_results: Dict[str, List[float]] = dict()
+
+    for result in results:
+        language, ratio = result
+        no_em_name: str = language.replace("—", "")
+
+        if no_em_name not in index_results:
+            index_results[no_em_name] = []
+
+        index_results[no_em_name].append(ratio)
+
+    if any(len(index_results[e]) > 1 for e in index_results):
+        filtered_results: CoherenceMatches = []
+
+        for language in index_results:
+            filtered_results.append((language, max(index_results[language])))
+
+        return filtered_results
+
+    return results
+
+
+@lru_cache(maxsize=2048)
+def coherence_ratio(
+    decoded_sequence: str, threshold: float = 0.1, lg_inclusion: Optional[str] = None
+) -> CoherenceMatches:
+    """
+    Detect ANY language that can be identified in given sequence. The sequence will be analysed by layers.
+    A layer = Character extraction by alphabets/ranges.
+    """
+
+    results: List[Tuple[str, float]] = []
+    ignore_non_latin: bool = False
+
+    sufficient_match_count: int = 0
+
+    lg_inclusion_list = lg_inclusion.split(",") if lg_inclusion is not None else []
+    if "Latin Based" in lg_inclusion_list:
+        ignore_non_latin = True
+        lg_inclusion_list.remove("Latin Based")
+
+    for layer in alpha_unicode_split(decoded_sequence):
+        sequence_frequencies: TypeCounter[str] = Counter(layer)
+        most_common = sequence_frequencies.most_common()
+
+        character_count: int = sum(o for c, o in most_common)
+
+        if character_count <= TOO_SMALL_SEQUENCE:
+            continue
+
+        popular_character_ordered: List[str] = [c for c, o in most_common]
+
+        for language in lg_inclusion_list or alphabet_languages(
+            popular_character_ordered, ignore_non_latin
+        ):
+            ratio: float = characters_popularity_compare(
+                language, popular_character_ordered
+            )
+
+            if ratio < threshold:
+                continue
+            elif ratio >= 0.8:
+                sufficient_match_count += 1
+
+            results.append((language, round(ratio, 4)))
+
+            if sufficient_match_count >= 3:
+                break
+
+    return sorted(
+        filter_alt_coherence_matches(results), key=lambda x: x[1], reverse=True
+    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__init__.py
new file mode 100644
index 000000000..d95fedfe5
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__init__.py
@@ -0,0 +1,6 @@
+from .__main__ import cli_detect, query_yes_no
+
+__all__ = (
+    "cli_detect",
+    "query_yes_no",
+)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__main__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__main__.py
new file mode 100644
index 000000000..f4bcbaac0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__main__.py
@@ -0,0 +1,296 @@
+import argparse
+import sys
+from json import dumps
+from os.path import abspath, basename, dirname, join, realpath
+from platform import python_version
+from typing import List, Optional
+from unicodedata import unidata_version
+
+import charset_normalizer.md as md_module
+from charset_normalizer import from_fp
+from charset_normalizer.models import CliDetectionResult
+from charset_normalizer.version import __version__
+
+
+def query_yes_no(question: str, default: str = "yes") -> bool:
+    """Ask a yes/no question via input() and return their answer.
+
+    "question" is a string that is presented to the user.
+    "default" is the presumed answer if the user just hits <Enter>.
+        It must be "yes" (the default), "no" or None (meaning
+        an answer is required of the user).
+
+    The "answer" return value is True for "yes" or False for "no".
+
+    Credit goes to (c) https://stackoverflow.com/questions/3041986/apt-command-line-interface-like-yes-no-input
+    """
+    valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False}
+    if default is None:
+        prompt = " [y/n] "
+    elif default == "yes":
+        prompt = " [Y/n] "
+    elif default == "no":
+        prompt = " [y/N] "
+    else:
+        raise ValueError("invalid default answer: '%s'" % default)
+
+    while True:
+        sys.stdout.write(question + prompt)
+        choice = input().lower()
+        if default is not None and choice == "":
+            return valid[default]
+        elif choice in valid:
+            return valid[choice]
+        else:
+            sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n")
+
+
+def cli_detect(argv: Optional[List[str]] = None) -> int:
+    """
+    CLI assistant using ARGV and ArgumentParser
+    :param argv:
+    :return: 0 if everything is fine, anything else equal trouble
+    """
+    parser = argparse.ArgumentParser(
+        description="The Real First Universal Charset Detector. "
+        "Discover originating encoding used on text file. "
+        "Normalize text to unicode."
+    )
+
+    parser.add_argument(
+        "files", type=argparse.FileType("rb"), nargs="+", help="File(s) to be analysed"
+    )
+    parser.add_argument(
+        "-v",
+        "--verbose",
+        action="store_true",
+        default=False,
+        dest="verbose",
+        help="Display complementary information about file if any. "
+        "Stdout will contain logs about the detection process.",
+    )
+    parser.add_argument(
+        "-a",
+        "--with-alternative",
+        action="store_true",
+        default=False,
+        dest="alternatives",
+        help="Output complementary possibilities if any. Top-level JSON WILL be a list.",
+    )
+    parser.add_argument(
+        "-n",
+        "--normalize",
+        action="store_true",
+        default=False,
+        dest="normalize",
+        help="Permit to normalize input file. If not set, program does not write anything.",
+    )
+    parser.add_argument(
+        "-m",
+        "--minimal",
+        action="store_true",
+        default=False,
+        dest="minimal",
+        help="Only output the charset detected to STDOUT. Disabling JSON output.",
+    )
+    parser.add_argument(
+        "-r",
+        "--replace",
+        action="store_true",
+        default=False,
+        dest="replace",
+        help="Replace file when trying to normalize it instead of creating a new one.",
+    )
+    parser.add_argument(
+        "-f",
+        "--force",
+        action="store_true",
+        default=False,
+        dest="force",
+        help="Replace file without asking if you are sure, use this flag with caution.",
+    )
+    parser.add_argument(
+        "-t",
+        "--threshold",
+        action="store",
+        default=0.2,
+        type=float,
+        dest="threshold",
+        help="Define a custom maximum amount of chaos allowed in decoded content. 0. <= chaos <= 1.",
+    )
+    parser.add_argument(
+        "--version",
+        action="version",
+        version="Charset-Normalizer {} - Python {} - Unicode {} - SpeedUp {}".format(
+            __version__,
+            python_version(),
+            unidata_version,
+            "OFF" if md_module.__file__.lower().endswith(".py") else "ON",
+        ),
+        help="Show version information and exit.",
+    )
+
+    args = parser.parse_args(argv)
+
+    if args.replace is True and args.normalize is False:
+        print("Use --replace in addition of --normalize only.", file=sys.stderr)
+        return 1
+
+    if args.force is True and args.replace is False:
+        print("Use --force in addition of --replace only.", file=sys.stderr)
+        return 1
+
+    if args.threshold < 0.0 or args.threshold > 1.0:
+        print("--threshold VALUE should be between 0. AND 1.", file=sys.stderr)
+        return 1
+
+    x_ = []
+
+    for my_file in args.files:
+        matches = from_fp(my_file, threshold=args.threshold, explain=args.verbose)
+
+        best_guess = matches.best()
+
+        if best_guess is None:
+            print(
+                'Unable to identify originating encoding for "{}". {}'.format(
+                    my_file.name,
+                    "Maybe try increasing maximum amount of chaos."
+                    if args.threshold < 1.0
+                    else "",
+                ),
+                file=sys.stderr,
+            )
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    None,
+                    [],
+                    [],
+                    "Unknown",
+                    [],
+                    False,
+                    1.0,
+                    0.0,
+                    None,
+                    True,
+                )
+            )
+        else:
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    best_guess.encoding,
+                    best_guess.encoding_aliases,
+                    [
+                        cp
+                        for cp in best_guess.could_be_from_charset
+                        if cp != best_guess.encoding
+                    ],
+                    best_guess.language,
+                    best_guess.alphabets,
+                    best_guess.bom,
+                    best_guess.percent_chaos,
+                    best_guess.percent_coherence,
+                    None,
+                    True,
+                )
+            )
+
+            if len(matches) > 1 and args.alternatives:
+                for el in matches:
+                    if el != best_guess:
+                        x_.append(
+                            CliDetectionResult(
+                                abspath(my_file.name),
+                                el.encoding,
+                                el.encoding_aliases,
+                                [
+                                    cp
+                                    for cp in el.could_be_from_charset
+                                    if cp != el.encoding
+                                ],
+                                el.language,
+                                el.alphabets,
+                                el.bom,
+                                el.percent_chaos,
+                                el.percent_coherence,
+                                None,
+                                False,
+                            )
+                        )
+
+            if args.normalize is True:
+                if best_guess.encoding.startswith("utf") is True:
+                    print(
+                        '"{}" file does not need to be normalized, as it already came from unicode.'.format(
+                            my_file.name
+                        ),
+                        file=sys.stderr,
+                    )
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                dir_path = dirname(realpath(my_file.name))
+                file_name = basename(realpath(my_file.name))
+
+                o_: List[str] = file_name.split(".")
+
+                if args.replace is False:
+                    o_.insert(-1, best_guess.encoding)
+                    if my_file.closed is False:
+                        my_file.close()
+                elif (
+                    args.force is False
+                    and query_yes_no(
+                        'Are you sure to normalize "{}" by replacing it ?'.format(
+                            my_file.name
+                        ),
+                        "no",
+                    )
+                    is False
+                ):
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                try:
+                    x_[0].unicode_path = join(dir_path, ".".join(o_))
+
+                    with open(x_[0].unicode_path, "w", encoding="utf-8") as fp:
+                        fp.write(str(best_guess))
+                except IOError as e:
+                    print(str(e), file=sys.stderr)
+                    if my_file.closed is False:
+                        my_file.close()
+                    return 2
+
+        if my_file.closed is False:
+            my_file.close()
+
+    if args.minimal is False:
+        print(
+            dumps(
+                [el.__dict__ for el in x_] if len(x_) > 1 else x_[0].__dict__,
+                ensure_ascii=True,
+                indent=4,
+            )
+        )
+    else:
+        for my_file in args.files:
+            print(
+                ", ".join(
+                    [
+                        el.encoding or "undefined"
+                        for el in x_
+                        if el.path == abspath(my_file.name)
+                    ]
+                )
+            )
+
+    return 0
+
+
+if __name__ == "__main__":
+    cli_detect()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/constant.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/constant.py
new file mode 100644
index 000000000..863490461
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/constant.py
@@ -0,0 +1,1995 @@
+# -*- coding: utf-8 -*-
+from codecs import BOM_UTF8, BOM_UTF16_BE, BOM_UTF16_LE, BOM_UTF32_BE, BOM_UTF32_LE
+from encodings.aliases import aliases
+from re import IGNORECASE, compile as re_compile
+from typing import Dict, List, Set, Union
+
+# Contain for each eligible encoding a list of/item bytes SIG/BOM
+ENCODING_MARKS: Dict[str, Union[bytes, List[bytes]]] = {
+    "utf_8": BOM_UTF8,
+    "utf_7": [
+        b"\x2b\x2f\x76\x38",
+        b"\x2b\x2f\x76\x39",
+        b"\x2b\x2f\x76\x2b",
+        b"\x2b\x2f\x76\x2f",
+        b"\x2b\x2f\x76\x38\x2d",
+    ],
+    "gb18030": b"\x84\x31\x95\x33",
+    "utf_32": [BOM_UTF32_BE, BOM_UTF32_LE],
+    "utf_16": [BOM_UTF16_BE, BOM_UTF16_LE],
+}
+
+TOO_SMALL_SEQUENCE: int = 32
+TOO_BIG_SEQUENCE: int = int(10e6)
+
+UTF8_MAXIMAL_ALLOCATION: int = 1_112_064
+
+# Up-to-date Unicode ucd/15.0.0
+UNICODE_RANGES_COMBINED: Dict[str, range] = {
+    "Control character": range(32),
+    "Basic Latin": range(32, 128),
+    "Latin-1 Supplement": range(128, 256),
+    "Latin Extended-A": range(256, 384),
+    "Latin Extended-B": range(384, 592),
+    "IPA Extensions": range(592, 688),
+    "Spacing Modifier Letters": range(688, 768),
+    "Combining Diacritical Marks": range(768, 880),
+    "Greek and Coptic": range(880, 1024),
+    "Cyrillic": range(1024, 1280),
+    "Cyrillic Supplement": range(1280, 1328),
+    "Armenian": range(1328, 1424),
+    "Hebrew": range(1424, 1536),
+    "Arabic": range(1536, 1792),
+    "Syriac": range(1792, 1872),
+    "Arabic Supplement": range(1872, 1920),
+    "Thaana": range(1920, 1984),
+    "NKo": range(1984, 2048),
+    "Samaritan": range(2048, 2112),
+    "Mandaic": range(2112, 2144),
+    "Syriac Supplement": range(2144, 2160),
+    "Arabic Extended-B": range(2160, 2208),
+    "Arabic Extended-A": range(2208, 2304),
+    "Devanagari": range(2304, 2432),
+    "Bengali": range(2432, 2560),
+    "Gurmukhi": range(2560, 2688),
+    "Gujarati": range(2688, 2816),
+    "Oriya": range(2816, 2944),
+    "Tamil": range(2944, 3072),
+    "Telugu": range(3072, 3200),
+    "Kannada": range(3200, 3328),
+    "Malayalam": range(3328, 3456),
+    "Sinhala": range(3456, 3584),
+    "Thai": range(3584, 3712),
+    "Lao": range(3712, 3840),
+    "Tibetan": range(3840, 4096),
+    "Myanmar": range(4096, 4256),
+    "Georgian": range(4256, 4352),
+    "Hangul Jamo": range(4352, 4608),
+    "Ethiopic": range(4608, 4992),
+    "Ethiopic Supplement": range(4992, 5024),
+    "Cherokee": range(5024, 5120),
+    "Unified Canadian Aboriginal Syllabics": range(5120, 5760),
+    "Ogham": range(5760, 5792),
+    "Runic": range(5792, 5888),
+    "Tagalog": range(5888, 5920),
+    "Hanunoo": range(5920, 5952),
+    "Buhid": range(5952, 5984),
+    "Tagbanwa": range(5984, 6016),
+    "Khmer": range(6016, 6144),
+    "Mongolian": range(6144, 6320),
+    "Unified Canadian Aboriginal Syllabics Extended": range(6320, 6400),
+    "Limbu": range(6400, 6480),
+    "Tai Le": range(6480, 6528),
+    "New Tai Lue": range(6528, 6624),
+    "Khmer Symbols": range(6624, 6656),
+    "Buginese": range(6656, 6688),
+    "Tai Tham": range(6688, 6832),
+    "Combining Diacritical Marks Extended": range(6832, 6912),
+    "Balinese": range(6912, 7040),
+    "Sundanese": range(7040, 7104),
+    "Batak": range(7104, 7168),
+    "Lepcha": range(7168, 7248),
+    "Ol Chiki": range(7248, 7296),
+    "Cyrillic Extended-C": range(7296, 7312),
+    "Georgian Extended": range(7312, 7360),
+    "Sundanese Supplement": range(7360, 7376),
+    "Vedic Extensions": range(7376, 7424),
+    "Phonetic Extensions": range(7424, 7552),
+    "Phonetic Extensions Supplement": range(7552, 7616),
+    "Combining Diacritical Marks Supplement": range(7616, 7680),
+    "Latin Extended Additional": range(7680, 7936),
+    "Greek Extended": range(7936, 8192),
+    "General Punctuation": range(8192, 8304),
+    "Superscripts and Subscripts": range(8304, 8352),
+    "Currency Symbols": range(8352, 8400),
+    "Combining Diacritical Marks for Symbols": range(8400, 8448),
+    "Letterlike Symbols": range(8448, 8528),
+    "Number Forms": range(8528, 8592),
+    "Arrows": range(8592, 8704),
+    "Mathematical Operators": range(8704, 8960),
+    "Miscellaneous Technical": range(8960, 9216),
+    "Control Pictures": range(9216, 9280),
+    "Optical Character Recognition": range(9280, 9312),
+    "Enclosed Alphanumerics": range(9312, 9472),
+    "Box Drawing": range(9472, 9600),
+    "Block Elements": range(9600, 9632),
+    "Geometric Shapes": range(9632, 9728),
+    "Miscellaneous Symbols": range(9728, 9984),
+    "Dingbats": range(9984, 10176),
+    "Miscellaneous Mathematical Symbols-A": range(10176, 10224),
+    "Supplemental Arrows-A": range(10224, 10240),
+    "Braille Patterns": range(10240, 10496),
+    "Supplemental Arrows-B": range(10496, 10624),
+    "Miscellaneous Mathematical Symbols-B": range(10624, 10752),
+    "Supplemental Mathematical Operators": range(10752, 11008),
+    "Miscellaneous Symbols and Arrows": range(11008, 11264),
+    "Glagolitic": range(11264, 11360),
+    "Latin Extended-C": range(11360, 11392),
+    "Coptic": range(11392, 11520),
+    "Georgian Supplement": range(11520, 11568),
+    "Tifinagh": range(11568, 11648),
+    "Ethiopic Extended": range(11648, 11744),
+    "Cyrillic Extended-A": range(11744, 11776),
+    "Supplemental Punctuation": range(11776, 11904),
+    "CJK Radicals Supplement": range(11904, 12032),
+    "Kangxi Radicals": range(12032, 12256),
+    "Ideographic Description Characters": range(12272, 12288),
+    "CJK Symbols and Punctuation": range(12288, 12352),
+    "Hiragana": range(12352, 12448),
+    "Katakana": range(12448, 12544),
+    "Bopomofo": range(12544, 12592),
+    "Hangul Compatibility Jamo": range(12592, 12688),
+    "Kanbun": range(12688, 12704),
+    "Bopomofo Extended": range(12704, 12736),
+    "CJK Strokes": range(12736, 12784),
+    "Katakana Phonetic Extensions": range(12784, 12800),
+    "Enclosed CJK Letters and Months": range(12800, 13056),
+    "CJK Compatibility": range(13056, 13312),
+    "CJK Unified Ideographs Extension A": range(13312, 19904),
+    "Yijing Hexagram Symbols": range(19904, 19968),
+    "CJK Unified Ideographs": range(19968, 40960),
+    "Yi Syllables": range(40960, 42128),
+    "Yi Radicals": range(42128, 42192),
+    "Lisu": range(42192, 42240),
+    "Vai": range(42240, 42560),
+    "Cyrillic Extended-B": range(42560, 42656),
+    "Bamum": range(42656, 42752),
+    "Modifier Tone Letters": range(42752, 42784),
+    "Latin Extended-D": range(42784, 43008),
+    "Syloti Nagri": range(43008, 43056),
+    "Common Indic Number Forms": range(43056, 43072),
+    "Phags-pa": range(43072, 43136),
+    "Saurashtra": range(43136, 43232),
+    "Devanagari Extended": range(43232, 43264),
+    "Kayah Li": range(43264, 43312),
+    "Rejang": range(43312, 43360),
+    "Hangul Jamo Extended-A": range(43360, 43392),
+    "Javanese": range(43392, 43488),
+    "Myanmar Extended-B": range(43488, 43520),
+    "Cham": range(43520, 43616),
+    "Myanmar Extended-A": range(43616, 43648),
+    "Tai Viet": range(43648, 43744),
+    "Meetei Mayek Extensions": range(43744, 43776),
+    "Ethiopic Extended-A": range(43776, 43824),
+    "Latin Extended-E": range(43824, 43888),
+    "Cherokee Supplement": range(43888, 43968),
+    "Meetei Mayek": range(43968, 44032),
+    "Hangul Syllables": range(44032, 55216),
+    "Hangul Jamo Extended-B": range(55216, 55296),
+    "High Surrogates": range(55296, 56192),
+    "High Private Use Surrogates": range(56192, 56320),
+    "Low Surrogates": range(56320, 57344),
+    "Private Use Area": range(57344, 63744),
+    "CJK Compatibility Ideographs": range(63744, 64256),
+    "Alphabetic Presentation Forms": range(64256, 64336),
+    "Arabic Presentation Forms-A": range(64336, 65024),
+    "Variation Selectors": range(65024, 65040),
+    "Vertical Forms": range(65040, 65056),
+    "Combining Half Marks": range(65056, 65072),
+    "CJK Compatibility Forms": range(65072, 65104),
+    "Small Form Variants": range(65104, 65136),
+    "Arabic Presentation Forms-B": range(65136, 65280),
+    "Halfwidth and Fullwidth Forms": range(65280, 65520),
+    "Specials": range(65520, 65536),
+    "Linear B Syllabary": range(65536, 65664),
+    "Linear B Ideograms": range(65664, 65792),
+    "Aegean Numbers": range(65792, 65856),
+    "Ancient Greek Numbers": range(65856, 65936),
+    "Ancient Symbols": range(65936, 66000),
+    "Phaistos Disc": range(66000, 66048),
+    "Lycian": range(66176, 66208),
+    "Carian": range(66208, 66272),
+    "Coptic Epact Numbers": range(66272, 66304),
+    "Old Italic": range(66304, 66352),
+    "Gothic": range(66352, 66384),
+    "Old Permic": range(66384, 66432),
+    "Ugaritic": range(66432, 66464),
+    "Old Persian": range(66464, 66528),
+    "Deseret": range(66560, 66640),
+    "Shavian": range(66640, 66688),
+    "Osmanya": range(66688, 66736),
+    "Osage": range(66736, 66816),
+    "Elbasan": range(66816, 66864),
+    "Caucasian Albanian": range(66864, 66928),
+    "Vithkuqi": range(66928, 67008),
+    "Linear A": range(67072, 67456),
+    "Latin Extended-F": range(67456, 67520),
+    "Cypriot Syllabary": range(67584, 67648),
+    "Imperial Aramaic": range(67648, 67680),
+    "Palmyrene": range(67680, 67712),
+    "Nabataean": range(67712, 67760),
+    "Hatran": range(67808, 67840),
+    "Phoenician": range(67840, 67872),
+    "Lydian": range(67872, 67904),
+    "Meroitic Hieroglyphs": range(67968, 68000),
+    "Meroitic Cursive": range(68000, 68096),
+    "Kharoshthi": range(68096, 68192),
+    "Old South Arabian": range(68192, 68224),
+    "Old North Arabian": range(68224, 68256),
+    "Manichaean": range(68288, 68352),
+    "Avestan": range(68352, 68416),
+    "Inscriptional Parthian": range(68416, 68448),
+    "Inscriptional Pahlavi": range(68448, 68480),
+    "Psalter Pahlavi": range(68480, 68528),
+    "Old Turkic": range(68608, 68688),
+    "Old Hungarian": range(68736, 68864),
+    "Hanifi Rohingya": range(68864, 68928),
+    "Rumi Numeral Symbols": range(69216, 69248),
+    "Yezidi": range(69248, 69312),
+    "Arabic Extended-C": range(69312, 69376),
+    "Old Sogdian": range(69376, 69424),
+    "Sogdian": range(69424, 69488),
+    "Old Uyghur": range(69488, 69552),
+    "Chorasmian": range(69552, 69600),
+    "Elymaic": range(69600, 69632),
+    "Brahmi": range(69632, 69760),
+    "Kaithi": range(69760, 69840),
+    "Sora Sompeng": range(69840, 69888),
+    "Chakma": range(69888, 69968),
+    "Mahajani": range(69968, 70016),
+    "Sharada": range(70016, 70112),
+    "Sinhala Archaic Numbers": range(70112, 70144),
+    "Khojki": range(70144, 70224),
+    "Multani": range(70272, 70320),
+    "Khudawadi": range(70320, 70400),
+    "Grantha": range(70400, 70528),
+    "Newa": range(70656, 70784),
+    "Tirhuta": range(70784, 70880),
+    "Siddham": range(71040, 71168),
+    "Modi": range(71168, 71264),
+    "Mongolian Supplement": range(71264, 71296),
+    "Takri": range(71296, 71376),
+    "Ahom": range(71424, 71504),
+    "Dogra": range(71680, 71760),
+    "Warang Citi": range(71840, 71936),
+    "Dives Akuru": range(71936, 72032),
+    "Nandinagari": range(72096, 72192),
+    "Zanabazar Square": range(72192, 72272),
+    "Soyombo": range(72272, 72368),
+    "Unified Canadian Aboriginal Syllabics Extended-A": range(72368, 72384),
+    "Pau Cin Hau": range(72384, 72448),
+    "Devanagari Extended-A": range(72448, 72544),
+    "Bhaiksuki": range(72704, 72816),
+    "Marchen": range(72816, 72896),
+    "Masaram Gondi": range(72960, 73056),
+    "Gunjala Gondi": range(73056, 73136),
+    "Makasar": range(73440, 73472),
+    "Kawi": range(73472, 73568),
+    "Lisu Supplement": range(73648, 73664),
+    "Tamil Supplement": range(73664, 73728),
+    "Cuneiform": range(73728, 74752),
+    "Cuneiform Numbers and Punctuation": range(74752, 74880),
+    "Early Dynastic Cuneiform": range(74880, 75088),
+    "Cypro-Minoan": range(77712, 77824),
+    "Egyptian Hieroglyphs": range(77824, 78896),
+    "Egyptian Hieroglyph Format Controls": range(78896, 78944),
+    "Anatolian Hieroglyphs": range(82944, 83584),
+    "Bamum Supplement": range(92160, 92736),
+    "Mro": range(92736, 92784),
+    "Tangsa": range(92784, 92880),
+    "Bassa Vah": range(92880, 92928),
+    "Pahawh Hmong": range(92928, 93072),
+    "Medefaidrin": range(93760, 93856),
+    "Miao": range(93952, 94112),
+    "Ideographic Symbols and Punctuation": range(94176, 94208),
+    "Tangut": range(94208, 100352),
+    "Tangut Components": range(100352, 101120),
+    "Khitan Small Script": range(101120, 101632),
+    "Tangut Supplement": range(101632, 101760),
+    "Kana Extended-B": range(110576, 110592),
+    "Kana Supplement": range(110592, 110848),
+    "Kana Extended-A": range(110848, 110896),
+    "Small Kana Extension": range(110896, 110960),
+    "Nushu": range(110960, 111360),
+    "Duployan": range(113664, 113824),
+    "Shorthand Format Controls": range(113824, 113840),
+    "Znamenny Musical Notation": range(118528, 118736),
+    "Byzantine Musical Symbols": range(118784, 119040),
+    "Musical Symbols": range(119040, 119296),
+    "Ancient Greek Musical Notation": range(119296, 119376),
+    "Kaktovik Numerals": range(119488, 119520),
+    "Mayan Numerals": range(119520, 119552),
+    "Tai Xuan Jing Symbols": range(119552, 119648),
+    "Counting Rod Numerals": range(119648, 119680),
+    "Mathematical Alphanumeric Symbols": range(119808, 120832),
+    "Sutton SignWriting": range(120832, 121520),
+    "Latin Extended-G": range(122624, 122880),
+    "Glagolitic Supplement": range(122880, 122928),
+    "Cyrillic Extended-D": range(122928, 123024),
+    "Nyiakeng Puachue Hmong": range(123136, 123216),
+    "Toto": range(123536, 123584),
+    "Wancho": range(123584, 123648),
+    "Nag Mundari": range(124112, 124160),
+    "Ethiopic Extended-B": range(124896, 124928),
+    "Mende Kikakui": range(124928, 125152),
+    "Adlam": range(125184, 125280),
+    "Indic Siyaq Numbers": range(126064, 126144),
+    "Ottoman Siyaq Numbers": range(126208, 126288),
+    "Arabic Mathematical Alphabetic Symbols": range(126464, 126720),
+    "Mahjong Tiles": range(126976, 127024),
+    "Domino Tiles": range(127024, 127136),
+    "Playing Cards": range(127136, 127232),
+    "Enclosed Alphanumeric Supplement": range(127232, 127488),
+    "Enclosed Ideographic Supplement": range(127488, 127744),
+    "Miscellaneous Symbols and Pictographs": range(127744, 128512),
+    "Emoticons range(Emoji)": range(128512, 128592),
+    "Ornamental Dingbats": range(128592, 128640),
+    "Transport and Map Symbols": range(128640, 128768),
+    "Alchemical Symbols": range(128768, 128896),
+    "Geometric Shapes Extended": range(128896, 129024),
+    "Supplemental Arrows-C": range(129024, 129280),
+    "Supplemental Symbols and Pictographs": range(129280, 129536),
+    "Chess Symbols": range(129536, 129648),
+    "Symbols and Pictographs Extended-A": range(129648, 129792),
+    "Symbols for Legacy Computing": range(129792, 130048),
+    "CJK Unified Ideographs Extension B": range(131072, 173792),
+    "CJK Unified Ideographs Extension C": range(173824, 177984),
+    "CJK Unified Ideographs Extension D": range(177984, 178208),
+    "CJK Unified Ideographs Extension E": range(178208, 183984),
+    "CJK Unified Ideographs Extension F": range(183984, 191472),
+    "CJK Compatibility Ideographs Supplement": range(194560, 195104),
+    "CJK Unified Ideographs Extension G": range(196608, 201552),
+    "CJK Unified Ideographs Extension H": range(201552, 205744),
+    "Tags": range(917504, 917632),
+    "Variation Selectors Supplement": range(917760, 918000),
+    "Supplementary Private Use Area-A": range(983040, 1048576),
+    "Supplementary Private Use Area-B": range(1048576, 1114112),
+}
+
+
+UNICODE_SECONDARY_RANGE_KEYWORD: List[str] = [
+    "Supplement",
+    "Extended",
+    "Extensions",
+    "Modifier",
+    "Marks",
+    "Punctuation",
+    "Symbols",
+    "Forms",
+    "Operators",
+    "Miscellaneous",
+    "Drawing",
+    "Block",
+    "Shapes",
+    "Supplemental",
+    "Tags",
+]
+
+RE_POSSIBLE_ENCODING_INDICATION = re_compile(
+    r"(?:(?:encoding)|(?:charset)|(?:coding))(?:[\:= ]{1,10})(?:[\"\']?)([a-zA-Z0-9\-_]+)(?:[\"\']?)",
+    IGNORECASE,
+)
+
+IANA_NO_ALIASES = [
+    "cp720",
+    "cp737",
+    "cp856",
+    "cp874",
+    "cp875",
+    "cp1006",
+    "koi8_r",
+    "koi8_t",
+    "koi8_u",
+]
+
+IANA_SUPPORTED: List[str] = sorted(
+    filter(
+        lambda x: x.endswith("_codec") is False
+        and x not in {"rot_13", "tactis", "mbcs"},
+        list(set(aliases.values())) + IANA_NO_ALIASES,
+    )
+)
+
+IANA_SUPPORTED_COUNT: int = len(IANA_SUPPORTED)
+
+# pre-computed code page that are similar using the function cp_similarity.
+IANA_SUPPORTED_SIMILAR: Dict[str, List[str]] = {
+    "cp037": ["cp1026", "cp1140", "cp273", "cp500"],
+    "cp1026": ["cp037", "cp1140", "cp273", "cp500"],
+    "cp1125": ["cp866"],
+    "cp1140": ["cp037", "cp1026", "cp273", "cp500"],
+    "cp1250": ["iso8859_2"],
+    "cp1251": ["kz1048", "ptcp154"],
+    "cp1252": ["iso8859_15", "iso8859_9", "latin_1"],
+    "cp1253": ["iso8859_7"],
+    "cp1254": ["iso8859_15", "iso8859_9", "latin_1"],
+    "cp1257": ["iso8859_13"],
+    "cp273": ["cp037", "cp1026", "cp1140", "cp500"],
+    "cp437": ["cp850", "cp858", "cp860", "cp861", "cp862", "cp863", "cp865"],
+    "cp500": ["cp037", "cp1026", "cp1140", "cp273"],
+    "cp850": ["cp437", "cp857", "cp858", "cp865"],
+    "cp857": ["cp850", "cp858", "cp865"],
+    "cp858": ["cp437", "cp850", "cp857", "cp865"],
+    "cp860": ["cp437", "cp861", "cp862", "cp863", "cp865"],
+    "cp861": ["cp437", "cp860", "cp862", "cp863", "cp865"],
+    "cp862": ["cp437", "cp860", "cp861", "cp863", "cp865"],
+    "cp863": ["cp437", "cp860", "cp861", "cp862", "cp865"],
+    "cp865": ["cp437", "cp850", "cp857", "cp858", "cp860", "cp861", "cp862", "cp863"],
+    "cp866": ["cp1125"],
+    "iso8859_10": ["iso8859_14", "iso8859_15", "iso8859_4", "iso8859_9", "latin_1"],
+    "iso8859_11": ["tis_620"],
+    "iso8859_13": ["cp1257"],
+    "iso8859_14": [
+        "iso8859_10",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_15": [
+        "cp1252",
+        "cp1254",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_16": [
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_2",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_2": ["cp1250", "iso8859_16", "iso8859_4"],
+    "iso8859_3": ["iso8859_14", "iso8859_15", "iso8859_16", "iso8859_9", "latin_1"],
+    "iso8859_4": ["iso8859_10", "iso8859_2", "iso8859_9", "latin_1"],
+    "iso8859_7": ["cp1253"],
+    "iso8859_9": [
+        "cp1252",
+        "cp1254",
+        "cp1258",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_4",
+        "latin_1",
+    ],
+    "kz1048": ["cp1251", "ptcp154"],
+    "latin_1": [
+        "cp1252",
+        "cp1254",
+        "cp1258",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_4",
+        "iso8859_9",
+    ],
+    "mac_iceland": ["mac_roman", "mac_turkish"],
+    "mac_roman": ["mac_iceland", "mac_turkish"],
+    "mac_turkish": ["mac_iceland", "mac_roman"],
+    "ptcp154": ["cp1251", "kz1048"],
+    "tis_620": ["iso8859_11"],
+}
+
+
+CHARDET_CORRESPONDENCE: Dict[str, str] = {
+    "iso2022_kr": "ISO-2022-KR",
+    "iso2022_jp": "ISO-2022-JP",
+    "euc_kr": "EUC-KR",
+    "tis_620": "TIS-620",
+    "utf_32": "UTF-32",
+    "euc_jp": "EUC-JP",
+    "koi8_r": "KOI8-R",
+    "iso8859_1": "ISO-8859-1",
+    "iso8859_2": "ISO-8859-2",
+    "iso8859_5": "ISO-8859-5",
+    "iso8859_6": "ISO-8859-6",
+    "iso8859_7": "ISO-8859-7",
+    "iso8859_8": "ISO-8859-8",
+    "utf_16": "UTF-16",
+    "cp855": "IBM855",
+    "mac_cyrillic": "MacCyrillic",
+    "gb2312": "GB2312",
+    "gb18030": "GB18030",
+    "cp932": "CP932",
+    "cp866": "IBM866",
+    "utf_8": "utf-8",
+    "utf_8_sig": "UTF-8-SIG",
+    "shift_jis": "SHIFT_JIS",
+    "big5": "Big5",
+    "cp1250": "windows-1250",
+    "cp1251": "windows-1251",
+    "cp1252": "Windows-1252",
+    "cp1253": "windows-1253",
+    "cp1255": "windows-1255",
+    "cp1256": "windows-1256",
+    "cp1254": "Windows-1254",
+    "cp949": "CP949",
+}
+
+
+COMMON_SAFE_ASCII_CHARACTERS: Set[str] = {
+    "<",
+    ">",
+    "=",
+    ":",
+    "/",
+    "&",
+    ";",
+    "{",
+    "}",
+    "[",
+    "]",
+    ",",
+    "|",
+    '"',
+    "-",
+}
+
+
+KO_NAMES: Set[str] = {"johab", "cp949", "euc_kr"}
+ZH_NAMES: Set[str] = {"big5", "cp950", "big5hkscs", "hz"}
+
+# Logging LEVEL below DEBUG
+TRACE: int = 5
+
+
+# Language label that contain the em dash "—"
+# character are to be considered alternative seq to origin
+FREQUENCIES: Dict[str, List[str]] = {
+    "English": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "u",
+        "m",
+        "f",
+        "p",
+        "g",
+        "w",
+        "y",
+        "b",
+        "v",
+        "k",
+        "x",
+        "j",
+        "z",
+        "q",
+    ],
+    "English—": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "m",
+        "u",
+        "f",
+        "p",
+        "g",
+        "w",
+        "b",
+        "y",
+        "v",
+        "k",
+        "j",
+        "x",
+        "z",
+        "q",
+    ],
+    "German": [
+        "e",
+        "n",
+        "i",
+        "r",
+        "s",
+        "t",
+        "a",
+        "d",
+        "h",
+        "u",
+        "l",
+        "g",
+        "o",
+        "c",
+        "m",
+        "b",
+        "f",
+        "k",
+        "w",
+        "z",
+        "p",
+        "v",
+        "ü",
+        "ä",
+        "ö",
+        "j",
+    ],
+    "French": [
+        "e",
+        "a",
+        "s",
+        "n",
+        "i",
+        "t",
+        "r",
+        "l",
+        "u",
+        "o",
+        "d",
+        "c",
+        "p",
+        "m",
+        "é",
+        "v",
+        "g",
+        "f",
+        "b",
+        "h",
+        "q",
+        "à",
+        "x",
+        "è",
+        "y",
+        "j",
+    ],
+    "Dutch": [
+        "e",
+        "n",
+        "a",
+        "i",
+        "r",
+        "t",
+        "o",
+        "d",
+        "s",
+        "l",
+        "g",
+        "h",
+        "v",
+        "m",
+        "u",
+        "k",
+        "c",
+        "p",
+        "b",
+        "w",
+        "j",
+        "z",
+        "f",
+        "y",
+        "x",
+        "ë",
+    ],
+    "Italian": [
+        "e",
+        "i",
+        "a",
+        "o",
+        "n",
+        "l",
+        "t",
+        "r",
+        "s",
+        "c",
+        "d",
+        "u",
+        "p",
+        "m",
+        "g",
+        "v",
+        "f",
+        "b",
+        "z",
+        "h",
+        "q",
+        "è",
+        "à",
+        "k",
+        "y",
+        "ò",
+    ],
+    "Polish": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "z",
+        "w",
+        "s",
+        "c",
+        "t",
+        "k",
+        "y",
+        "d",
+        "p",
+        "m",
+        "u",
+        "l",
+        "j",
+        "ł",
+        "g",
+        "b",
+        "h",
+        "ą",
+        "ę",
+        "ó",
+    ],
+    "Spanish": [
+        "e",
+        "a",
+        "o",
+        "n",
+        "s",
+        "r",
+        "i",
+        "l",
+        "d",
+        "t",
+        "c",
+        "u",
+        "m",
+        "p",
+        "b",
+        "g",
+        "v",
+        "f",
+        "y",
+        "ó",
+        "h",
+        "q",
+        "í",
+        "j",
+        "z",
+        "á",
+    ],
+    "Russian": [
+        "о",
+        "а",
+        "е",
+        "и",
+        "н",
+        "с",
+        "т",
+        "р",
+        "в",
+        "л",
+        "к",
+        "м",
+        "д",
+        "п",
+        "у",
+        "г",
+        "я",
+        "ы",
+        "з",
+        "б",
+        "й",
+        "ь",
+        "ч",
+        "х",
+        "ж",
+        "ц",
+    ],
+    # Jap-Kanji
+    "Japanese": [
+        "人",
+        "一",
+        "大",
+        "亅",
+        "丁",
+        "丨",
+        "竹",
+        "笑",
+        "口",
+        "日",
+        "今",
+        "二",
+        "彳",
+        "行",
+        "十",
+        "土",
+        "丶",
+        "寸",
+        "寺",
+        "時",
+        "乙",
+        "丿",
+        "乂",
+        "气",
+        "気",
+        "冂",
+        "巾",
+        "亠",
+        "市",
+        "目",
+        "儿",
+        "見",
+        "八",
+        "小",
+        "凵",
+        "県",
+        "月",
+        "彐",
+        "門",
+        "間",
+        "木",
+        "東",
+        "山",
+        "出",
+        "本",
+        "中",
+        "刀",
+        "分",
+        "耳",
+        "又",
+        "取",
+        "最",
+        "言",
+        "田",
+        "心",
+        "思",
+        "刂",
+        "前",
+        "京",
+        "尹",
+        "事",
+        "生",
+        "厶",
+        "云",
+        "会",
+        "未",
+        "来",
+        "白",
+        "冫",
+        "楽",
+        "灬",
+        "馬",
+        "尸",
+        "尺",
+        "駅",
+        "明",
+        "耂",
+        "者",
+        "了",
+        "阝",
+        "都",
+        "高",
+        "卜",
+        "占",
+        "厂",
+        "广",
+        "店",
+        "子",
+        "申",
+        "奄",
+        "亻",
+        "俺",
+        "上",
+        "方",
+        "冖",
+        "学",
+        "衣",
+        "艮",
+        "食",
+        "自",
+    ],
+    # Jap-Katakana
+    "Japanese—": [
+        "ー",
+        "ン",
+        "ス",
+        "・",
+        "ル",
+        "ト",
+        "リ",
+        "イ",
+        "ア",
+        "ラ",
+        "ッ",
+        "ク",
+        "ド",
+        "シ",
+        "レ",
+        "ジ",
+        "タ",
+        "フ",
+        "ロ",
+        "カ",
+        "テ",
+        "マ",
+        "ィ",
+        "グ",
+        "バ",
+        "ム",
+        "プ",
+        "オ",
+        "コ",
+        "デ",
+        "ニ",
+        "ウ",
+        "メ",
+        "サ",
+        "ビ",
+        "ナ",
+        "ブ",
+        "ャ",
+        "エ",
+        "ュ",
+        "チ",
+        "キ",
+        "ズ",
+        "ダ",
+        "パ",
+        "ミ",
+        "ェ",
+        "ョ",
+        "ハ",
+        "セ",
+        "ベ",
+        "ガ",
+        "モ",
+        "ツ",
+        "ネ",
+        "ボ",
+        "ソ",
+        "ノ",
+        "ァ",
+        "ヴ",
+        "ワ",
+        "ポ",
+        "ペ",
+        "ピ",
+        "ケ",
+        "ゴ",
+        "ギ",
+        "ザ",
+        "ホ",
+        "ゲ",
+        "ォ",
+        "ヤ",
+        "ヒ",
+        "ユ",
+        "ヨ",
+        "ヘ",
+        "ゼ",
+        "ヌ",
+        "ゥ",
+        "ゾ",
+        "ヶ",
+        "ヂ",
+        "ヲ",
+        "ヅ",
+        "ヵ",
+        "ヱ",
+        "ヰ",
+        "ヮ",
+        "ヽ",
+        "゠",
+        "ヾ",
+        "ヷ",
+        "ヿ",
+        "ヸ",
+        "ヹ",
+        "ヺ",
+    ],
+    # Jap-Hiragana
+    "Japanese——": [
+        "の",
+        "に",
+        "る",
+        "た",
+        "と",
+        "は",
+        "し",
+        "い",
+        "を",
+        "で",
+        "て",
+        "が",
+        "な",
+        "れ",
+        "か",
+        "ら",
+        "さ",
+        "っ",
+        "り",
+        "す",
+        "あ",
+        "も",
+        "こ",
+        "ま",
+        "う",
+        "く",
+        "よ",
+        "き",
+        "ん",
+        "め",
+        "お",
+        "け",
+        "そ",
+        "つ",
+        "だ",
+        "や",
+        "え",
+        "ど",
+        "わ",
+        "ち",
+        "み",
+        "せ",
+        "じ",
+        "ば",
+        "へ",
+        "び",
+        "ず",
+        "ろ",
+        "ほ",
+        "げ",
+        "む",
+        "べ",
+        "ひ",
+        "ょ",
+        "ゆ",
+        "ぶ",
+        "ご",
+        "ゃ",
+        "ね",
+        "ふ",
+        "ぐ",
+        "ぎ",
+        "ぼ",
+        "ゅ",
+        "づ",
+        "ざ",
+        "ぞ",
+        "ぬ",
+        "ぜ",
+        "ぱ",
+        "ぽ",
+        "ぷ",
+        "ぴ",
+        "ぃ",
+        "ぁ",
+        "ぇ",
+        "ぺ",
+        "ゞ",
+        "ぢ",
+        "ぉ",
+        "ぅ",
+        "ゐ",
+        "ゝ",
+        "ゑ",
+        "゛",
+        "゜",
+        "ゎ",
+        "ゔ",
+        "゚",
+        "ゟ",
+        "゙",
+        "ゕ",
+        "ゖ",
+    ],
+    "Portuguese": [
+        "a",
+        "e",
+        "o",
+        "s",
+        "i",
+        "r",
+        "d",
+        "n",
+        "t",
+        "m",
+        "u",
+        "c",
+        "l",
+        "p",
+        "g",
+        "v",
+        "b",
+        "f",
+        "h",
+        "ã",
+        "q",
+        "é",
+        "ç",
+        "á",
+        "z",
+        "í",
+    ],
+    "Swedish": [
+        "e",
+        "a",
+        "n",
+        "r",
+        "t",
+        "s",
+        "i",
+        "l",
+        "d",
+        "o",
+        "m",
+        "k",
+        "g",
+        "v",
+        "h",
+        "f",
+        "u",
+        "p",
+        "ä",
+        "c",
+        "b",
+        "ö",
+        "å",
+        "y",
+        "j",
+        "x",
+    ],
+    "Chinese": [
+        "的",
+        "一",
+        "是",
+        "不",
+        "了",
+        "在",
+        "人",
+        "有",
+        "我",
+        "他",
+        "这",
+        "个",
+        "们",
+        "中",
+        "来",
+        "上",
+        "大",
+        "为",
+        "和",
+        "国",
+        "地",
+        "到",
+        "以",
+        "说",
+        "时",
+        "要",
+        "就",
+        "出",
+        "会",
+        "可",
+        "也",
+        "你",
+        "对",
+        "生",
+        "能",
+        "而",
+        "子",
+        "那",
+        "得",
+        "于",
+        "着",
+        "下",
+        "自",
+        "之",
+        "年",
+        "过",
+        "发",
+        "后",
+        "作",
+        "里",
+        "用",
+        "道",
+        "行",
+        "所",
+        "然",
+        "家",
+        "种",
+        "事",
+        "成",
+        "方",
+        "多",
+        "经",
+        "么",
+        "去",
+        "法",
+        "学",
+        "如",
+        "都",
+        "同",
+        "现",
+        "当",
+        "没",
+        "动",
+        "面",
+        "起",
+        "看",
+        "定",
+        "天",
+        "分",
+        "还",
+        "进",
+        "好",
+        "小",
+        "部",
+        "其",
+        "些",
+        "主",
+        "样",
+        "理",
+        "心",
+        "她",
+        "本",
+        "前",
+        "开",
+        "但",
+        "因",
+        "只",
+        "从",
+        "想",
+        "实",
+    ],
+    "Ukrainian": [
+        "о",
+        "а",
+        "н",
+        "і",
+        "и",
+        "р",
+        "в",
+        "т",
+        "е",
+        "с",
+        "к",
+        "л",
+        "у",
+        "д",
+        "м",
+        "п",
+        "з",
+        "я",
+        "ь",
+        "б",
+        "г",
+        "й",
+        "ч",
+        "х",
+        "ц",
+        "ї",
+    ],
+    "Norwegian": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "s",
+        "i",
+        "o",
+        "l",
+        "d",
+        "g",
+        "k",
+        "m",
+        "v",
+        "f",
+        "p",
+        "u",
+        "b",
+        "h",
+        "å",
+        "y",
+        "j",
+        "ø",
+        "c",
+        "æ",
+        "w",
+    ],
+    "Finnish": [
+        "a",
+        "i",
+        "n",
+        "t",
+        "e",
+        "s",
+        "l",
+        "o",
+        "u",
+        "k",
+        "ä",
+        "m",
+        "r",
+        "v",
+        "j",
+        "h",
+        "p",
+        "y",
+        "d",
+        "ö",
+        "g",
+        "c",
+        "b",
+        "f",
+        "w",
+        "z",
+    ],
+    "Vietnamese": [
+        "n",
+        "h",
+        "t",
+        "i",
+        "c",
+        "g",
+        "a",
+        "o",
+        "u",
+        "m",
+        "l",
+        "r",
+        "à",
+        "đ",
+        "s",
+        "e",
+        "v",
+        "p",
+        "b",
+        "y",
+        "ư",
+        "d",
+        "á",
+        "k",
+        "ộ",
+        "ế",
+    ],
+    "Czech": [
+        "o",
+        "e",
+        "a",
+        "n",
+        "t",
+        "s",
+        "i",
+        "l",
+        "v",
+        "r",
+        "k",
+        "d",
+        "u",
+        "m",
+        "p",
+        "í",
+        "c",
+        "h",
+        "z",
+        "á",
+        "y",
+        "j",
+        "b",
+        "ě",
+        "é",
+        "ř",
+    ],
+    "Hungarian": [
+        "e",
+        "a",
+        "t",
+        "l",
+        "s",
+        "n",
+        "k",
+        "r",
+        "i",
+        "o",
+        "z",
+        "á",
+        "é",
+        "g",
+        "m",
+        "b",
+        "y",
+        "v",
+        "d",
+        "h",
+        "u",
+        "p",
+        "j",
+        "ö",
+        "f",
+        "c",
+    ],
+    "Korean": [
+        "이",
+        "다",
+        "에",
+        "의",
+        "는",
+        "로",
+        "하",
+        "을",
+        "가",
+        "고",
+        "지",
+        "서",
+        "한",
+        "은",
+        "기",
+        "으",
+        "년",
+        "대",
+        "사",
+        "시",
+        "를",
+        "리",
+        "도",
+        "인",
+        "스",
+        "일",
+    ],
+    "Indonesian": [
+        "a",
+        "n",
+        "e",
+        "i",
+        "r",
+        "t",
+        "u",
+        "s",
+        "d",
+        "k",
+        "m",
+        "l",
+        "g",
+        "p",
+        "b",
+        "o",
+        "h",
+        "y",
+        "j",
+        "c",
+        "w",
+        "f",
+        "v",
+        "z",
+        "x",
+        "q",
+    ],
+    "Turkish": [
+        "a",
+        "e",
+        "i",
+        "n",
+        "r",
+        "l",
+        "ı",
+        "k",
+        "d",
+        "t",
+        "s",
+        "m",
+        "y",
+        "u",
+        "o",
+        "b",
+        "ü",
+        "ş",
+        "v",
+        "g",
+        "z",
+        "h",
+        "c",
+        "p",
+        "ç",
+        "ğ",
+    ],
+    "Romanian": [
+        "e",
+        "i",
+        "a",
+        "r",
+        "n",
+        "t",
+        "u",
+        "l",
+        "o",
+        "c",
+        "s",
+        "d",
+        "p",
+        "m",
+        "ă",
+        "f",
+        "v",
+        "î",
+        "g",
+        "b",
+        "ș",
+        "ț",
+        "z",
+        "h",
+        "â",
+        "j",
+    ],
+    "Farsi": [
+        "ا",
+        "ی",
+        "ر",
+        "د",
+        "ن",
+        "ه",
+        "و",
+        "م",
+        "ت",
+        "ب",
+        "س",
+        "ل",
+        "ک",
+        "ش",
+        "ز",
+        "ف",
+        "گ",
+        "ع",
+        "خ",
+        "ق",
+        "ج",
+        "آ",
+        "پ",
+        "ح",
+        "ط",
+        "ص",
+    ],
+    "Arabic": [
+        "ا",
+        "ل",
+        "ي",
+        "م",
+        "و",
+        "ن",
+        "ر",
+        "ت",
+        "ب",
+        "ة",
+        "ع",
+        "د",
+        "س",
+        "ف",
+        "ه",
+        "ك",
+        "ق",
+        "أ",
+        "ح",
+        "ج",
+        "ش",
+        "ط",
+        "ص",
+        "ى",
+        "خ",
+        "إ",
+    ],
+    "Danish": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "i",
+        "s",
+        "d",
+        "l",
+        "o",
+        "g",
+        "m",
+        "k",
+        "f",
+        "v",
+        "u",
+        "b",
+        "h",
+        "p",
+        "å",
+        "y",
+        "ø",
+        "æ",
+        "c",
+        "j",
+        "w",
+    ],
+    "Serbian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "р",
+        "с",
+        "у",
+        "т",
+        "к",
+        "ј",
+        "в",
+        "д",
+        "м",
+        "п",
+        "л",
+        "г",
+        "з",
+        "б",
+        "a",
+        "i",
+        "e",
+        "o",
+        "n",
+        "ц",
+        "ш",
+    ],
+    "Lithuanian": [
+        "i",
+        "a",
+        "s",
+        "o",
+        "r",
+        "e",
+        "t",
+        "n",
+        "u",
+        "k",
+        "m",
+        "l",
+        "p",
+        "v",
+        "d",
+        "j",
+        "g",
+        "ė",
+        "b",
+        "y",
+        "ų",
+        "š",
+        "ž",
+        "c",
+        "ą",
+        "į",
+    ],
+    "Slovene": [
+        "e",
+        "a",
+        "i",
+        "o",
+        "n",
+        "r",
+        "s",
+        "l",
+        "t",
+        "j",
+        "v",
+        "k",
+        "d",
+        "p",
+        "m",
+        "u",
+        "z",
+        "b",
+        "g",
+        "h",
+        "č",
+        "c",
+        "š",
+        "ž",
+        "f",
+        "y",
+    ],
+    "Slovak": [
+        "o",
+        "a",
+        "e",
+        "n",
+        "i",
+        "r",
+        "v",
+        "t",
+        "s",
+        "l",
+        "k",
+        "d",
+        "m",
+        "p",
+        "u",
+        "c",
+        "h",
+        "j",
+        "b",
+        "z",
+        "á",
+        "y",
+        "ý",
+        "í",
+        "č",
+        "é",
+    ],
+    "Hebrew": [
+        "י",
+        "ו",
+        "ה",
+        "ל",
+        "ר",
+        "ב",
+        "ת",
+        "מ",
+        "א",
+        "ש",
+        "נ",
+        "ע",
+        "ם",
+        "ד",
+        "ק",
+        "ח",
+        "פ",
+        "ס",
+        "כ",
+        "ג",
+        "ט",
+        "צ",
+        "ן",
+        "ז",
+        "ך",
+    ],
+    "Bulgarian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "т",
+        "р",
+        "с",
+        "в",
+        "л",
+        "к",
+        "д",
+        "п",
+        "м",
+        "з",
+        "г",
+        "я",
+        "ъ",
+        "у",
+        "б",
+        "ч",
+        "ц",
+        "й",
+        "ж",
+        "щ",
+        "х",
+    ],
+    "Croatian": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "j",
+        "s",
+        "t",
+        "u",
+        "k",
+        "l",
+        "v",
+        "d",
+        "m",
+        "p",
+        "g",
+        "z",
+        "b",
+        "c",
+        "č",
+        "h",
+        "š",
+        "ž",
+        "ć",
+        "f",
+    ],
+    "Hindi": [
+        "क",
+        "र",
+        "स",
+        "न",
+        "त",
+        "म",
+        "ह",
+        "प",
+        "य",
+        "ल",
+        "व",
+        "ज",
+        "द",
+        "ग",
+        "ब",
+        "श",
+        "ट",
+        "अ",
+        "ए",
+        "थ",
+        "भ",
+        "ड",
+        "च",
+        "ध",
+        "ष",
+        "इ",
+    ],
+    "Estonian": [
+        "a",
+        "i",
+        "e",
+        "s",
+        "t",
+        "l",
+        "u",
+        "n",
+        "o",
+        "k",
+        "r",
+        "d",
+        "m",
+        "v",
+        "g",
+        "p",
+        "j",
+        "h",
+        "ä",
+        "b",
+        "õ",
+        "ü",
+        "f",
+        "c",
+        "ö",
+        "y",
+    ],
+    "Thai": [
+        "า",
+        "น",
+        "ร",
+        "อ",
+        "ก",
+        "เ",
+        "ง",
+        "ม",
+        "ย",
+        "ล",
+        "ว",
+        "ด",
+        "ท",
+        "ส",
+        "ต",
+        "ะ",
+        "ป",
+        "บ",
+        "ค",
+        "ห",
+        "แ",
+        "จ",
+        "พ",
+        "ช",
+        "ข",
+        "ใ",
+    ],
+    "Greek": [
+        "α",
+        "τ",
+        "ο",
+        "ι",
+        "ε",
+        "ν",
+        "ρ",
+        "σ",
+        "κ",
+        "η",
+        "π",
+        "ς",
+        "υ",
+        "μ",
+        "λ",
+        "ί",
+        "ό",
+        "ά",
+        "γ",
+        "έ",
+        "δ",
+        "ή",
+        "ω",
+        "χ",
+        "θ",
+        "ύ",
+    ],
+    "Tamil": [
+        "க",
+        "த",
+        "ப",
+        "ட",
+        "ர",
+        "ம",
+        "ல",
+        "ன",
+        "வ",
+        "ற",
+        "ய",
+        "ள",
+        "ச",
+        "ந",
+        "இ",
+        "ண",
+        "அ",
+        "ஆ",
+        "ழ",
+        "ங",
+        "எ",
+        "உ",
+        "ஒ",
+        "ஸ",
+    ],
+    "Kazakh": [
+        "а",
+        "ы",
+        "е",
+        "н",
+        "т",
+        "р",
+        "л",
+        "і",
+        "д",
+        "с",
+        "м",
+        "қ",
+        "к",
+        "о",
+        "б",
+        "и",
+        "у",
+        "ғ",
+        "ж",
+        "ң",
+        "з",
+        "ш",
+        "й",
+        "п",
+        "г",
+        "ө",
+    ],
+}
+
+LANGUAGE_SUPPORTED_COUNT: int = len(FREQUENCIES)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/legacy.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/legacy.py
new file mode 100644
index 000000000..43aad21a9
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/legacy.py
@@ -0,0 +1,54 @@
+from typing import Any, Dict, Optional, Union
+from warnings import warn
+
+from .api import from_bytes
+from .constant import CHARDET_CORRESPONDENCE
+
+
+def detect(
+    byte_str: bytes, should_rename_legacy: bool = False, **kwargs: Any
+) -> Dict[str, Optional[Union[str, float]]]:
+    """
+    chardet legacy method
+    Detect the encoding of the given byte string. It should be mostly backward-compatible.
+    Encoding name will match Chardet own writing whenever possible. (Not on encoding name unsupported by it)
+    This function is deprecated and should be used to migrate your project easily, consult the documentation for
+    further information. Not planned for removal.
+
+    :param byte_str:     The byte sequence to examine.
+    :param should_rename_legacy:  Should we rename legacy encodings
+                                  to their more modern equivalents?
+    """
+    if len(kwargs):
+        warn(
+            f"charset-normalizer disregard arguments '{','.join(list(kwargs.keys()))}' in legacy function detect()"
+        )
+
+    if not isinstance(byte_str, (bytearray, bytes)):
+        raise TypeError(  # pragma: nocover
+            "Expected object of type bytes or bytearray, got: "
+            "{0}".format(type(byte_str))
+        )
+
+    if isinstance(byte_str, bytearray):
+        byte_str = bytes(byte_str)
+
+    r = from_bytes(byte_str).best()
+
+    encoding = r.encoding if r is not None else None
+    language = r.language if r is not None and r.language != "Unknown" else ""
+    confidence = 1.0 - r.chaos if r is not None else None
+
+    # Note: CharsetNormalizer does not return 'UTF-8-SIG' as the sig get stripped in the detection/normalization process
+    # but chardet does return 'utf-8-sig' and it is a valid codec name.
+    if r is not None and encoding == "utf_8" and r.bom:
+        encoding += "_sig"
+
+    if should_rename_legacy is False and encoding in CHARDET_CORRESPONDENCE:
+        encoding = CHARDET_CORRESPONDENCE[encoding]
+
+    return {
+        "encoding": encoding,
+        "language": language,
+        "confidence": confidence,
+    }
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so
new file mode 100755
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zKmsH{0wh2JBtQZrKmsH{0wh2JBtQZrKmsH{0wh2JBtQZrKmsH{0wh2JBtQZrKmsH{
z0wh2JBtQZrKmsH{0wh2JBtQZrKmsH{0wh2JB=DaQ7~P+rMc`3KFXgV9AZ%AmMemt+
zeYto&w<Oo|CmnO4^KH2mv_039>aC_9it5KAeJoq`xn@;;U>sMYjxq(e?0L<3RmqUb
zB^+rWqr<X%OK%A`dY8S*Mn?2NgZ;zuK$ZG%u$<@)@$Gs#!LpuZfU-j?WSnh)vRA8$
ztC66Osf>I&BhSTh|GWd7lYsLO>>cTjUREB>ndrtPS#N)ti9%Pa-3$>JBQ}F91}Ll}
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.py
new file mode 100644
index 000000000..77897aae4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.py
@@ -0,0 +1,615 @@
+from functools import lru_cache
+from logging import getLogger
+from typing import List, Optional
+
+from .constant import (
+    COMMON_SAFE_ASCII_CHARACTERS,
+    TRACE,
+    UNICODE_SECONDARY_RANGE_KEYWORD,
+)
+from .utils import (
+    is_accentuated,
+    is_arabic,
+    is_arabic_isolated_form,
+    is_case_variable,
+    is_cjk,
+    is_emoticon,
+    is_hangul,
+    is_hiragana,
+    is_katakana,
+    is_latin,
+    is_punctuation,
+    is_separator,
+    is_symbol,
+    is_thai,
+    is_unprintable,
+    remove_accent,
+    unicode_range,
+)
+
+
+class MessDetectorPlugin:
+    """
+    Base abstract class used for mess detection plugins.
+    All detectors MUST extend and implement given methods.
+    """
+
+    def eligible(self, character: str) -> bool:
+        """
+        Determine if given character should be fed in.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+    def feed(self, character: str) -> None:
+        """
+        The main routine to be executed upon character.
+        Insert the logic in witch the text would be considered chaotic.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+    def reset(self) -> None:  # pragma: no cover
+        """
+        Permit to reset the plugin to the initial state.
+        """
+        raise NotImplementedError
+
+    @property
+    def ratio(self) -> float:
+        """
+        Compute the chaos ratio based on what your feed() has seen.
+        Must NOT be lower than 0.; No restriction gt 0.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+
+class TooManySymbolOrPunctuationPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._punctuation_count: int = 0
+        self._symbol_count: int = 0
+        self._character_count: int = 0
+
+        self._last_printable_char: Optional[str] = None
+        self._frenzy_symbol_in_word: bool = False
+
+    def eligible(self, character: str) -> bool:
+        return character.isprintable()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if (
+            character != self._last_printable_char
+            and character not in COMMON_SAFE_ASCII_CHARACTERS
+        ):
+            if is_punctuation(character):
+                self._punctuation_count += 1
+            elif (
+                character.isdigit() is False
+                and is_symbol(character)
+                and is_emoticon(character) is False
+            ):
+                self._symbol_count += 2
+
+        self._last_printable_char = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._punctuation_count = 0
+        self._character_count = 0
+        self._symbol_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        ratio_of_punctuation: float = (
+            self._punctuation_count + self._symbol_count
+        ) / self._character_count
+
+        return ratio_of_punctuation if ratio_of_punctuation >= 0.3 else 0.0
+
+
+class TooManyAccentuatedPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._character_count: int = 0
+        self._accentuated_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return character.isalpha()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if is_accentuated(character):
+            self._accentuated_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._accentuated_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count < 8:
+            return 0.0
+
+        ratio_of_accentuation: float = self._accentuated_count / self._character_count
+        return ratio_of_accentuation if ratio_of_accentuation >= 0.35 else 0.0
+
+
+class UnprintablePlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._unprintable_count: int = 0
+        self._character_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if is_unprintable(character):
+            self._unprintable_count += 1
+        self._character_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._unprintable_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return (self._unprintable_count * 8) / self._character_count
+
+
+class SuspiciousDuplicateAccentPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._successive_count: int = 0
+        self._character_count: int = 0
+
+        self._last_latin_character: Optional[str] = None
+
+    def eligible(self, character: str) -> bool:
+        return character.isalpha() and is_latin(character)
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+        if (
+            self._last_latin_character is not None
+            and is_accentuated(character)
+            and is_accentuated(self._last_latin_character)
+        ):
+            if character.isupper() and self._last_latin_character.isupper():
+                self._successive_count += 1
+            # Worse if its the same char duplicated with different accent.
+            if remove_accent(character) == remove_accent(self._last_latin_character):
+                self._successive_count += 1
+        self._last_latin_character = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._successive_count = 0
+        self._character_count = 0
+        self._last_latin_character = None
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return (self._successive_count * 2) / self._character_count
+
+
+class SuspiciousRange(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._suspicious_successive_range_count: int = 0
+        self._character_count: int = 0
+        self._last_printable_seen: Optional[str] = None
+
+    def eligible(self, character: str) -> bool:
+        return character.isprintable()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if (
+            character.isspace()
+            or is_punctuation(character)
+            or character in COMMON_SAFE_ASCII_CHARACTERS
+        ):
+            self._last_printable_seen = None
+            return
+
+        if self._last_printable_seen is None:
+            self._last_printable_seen = character
+            return
+
+        unicode_range_a: Optional[str] = unicode_range(self._last_printable_seen)
+        unicode_range_b: Optional[str] = unicode_range(character)
+
+        if is_suspiciously_successive_range(unicode_range_a, unicode_range_b):
+            self._suspicious_successive_range_count += 1
+
+        self._last_printable_seen = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._suspicious_successive_range_count = 0
+        self._last_printable_seen = None
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count <= 24:
+            return 0.0
+
+        ratio_of_suspicious_range_usage: float = (
+            self._suspicious_successive_range_count * 2
+        ) / self._character_count
+
+        return ratio_of_suspicious_range_usage
+
+
+class SuperWeirdWordPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._word_count: int = 0
+        self._bad_word_count: int = 0
+        self._foreign_long_count: int = 0
+
+        self._is_current_word_bad: bool = False
+        self._foreign_long_watch: bool = False
+
+        self._character_count: int = 0
+        self._bad_character_count: int = 0
+
+        self._buffer: str = ""
+        self._buffer_accent_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if character.isalpha():
+            self._buffer += character
+            if is_accentuated(character):
+                self._buffer_accent_count += 1
+            if (
+                self._foreign_long_watch is False
+                and (is_latin(character) is False or is_accentuated(character))
+                and is_cjk(character) is False
+                and is_hangul(character) is False
+                and is_katakana(character) is False
+                and is_hiragana(character) is False
+                and is_thai(character) is False
+            ):
+                self._foreign_long_watch = True
+            return
+        if not self._buffer:
+            return
+        if (
+            character.isspace() or is_punctuation(character) or is_separator(character)
+        ) and self._buffer:
+            self._word_count += 1
+            buffer_length: int = len(self._buffer)
+
+            self._character_count += buffer_length
+
+            if buffer_length >= 4:
+                if self._buffer_accent_count / buffer_length > 0.34:
+                    self._is_current_word_bad = True
+                # Word/Buffer ending with an upper case accentuated letter are so rare,
+                # that we will consider them all as suspicious. Same weight as foreign_long suspicious.
+                if (
+                    is_accentuated(self._buffer[-1])
+                    and self._buffer[-1].isupper()
+                    and all(_.isupper() for _ in self._buffer) is False
+                ):
+                    self._foreign_long_count += 1
+                    self._is_current_word_bad = True
+            if buffer_length >= 24 and self._foreign_long_watch:
+                camel_case_dst = [
+                    i
+                    for c, i in zip(self._buffer, range(0, buffer_length))
+                    if c.isupper()
+                ]
+                probable_camel_cased: bool = False
+
+                if camel_case_dst and (len(camel_case_dst) / buffer_length <= 0.3):
+                    probable_camel_cased = True
+
+                if not probable_camel_cased:
+                    self._foreign_long_count += 1
+                    self._is_current_word_bad = True
+
+            if self._is_current_word_bad:
+                self._bad_word_count += 1
+                self._bad_character_count += len(self._buffer)
+                self._is_current_word_bad = False
+
+            self._foreign_long_watch = False
+            self._buffer = ""
+            self._buffer_accent_count = 0
+        elif (
+            character not in {"<", ">", "-", "=", "~", "|", "_"}
+            and character.isdigit() is False
+            and is_symbol(character)
+        ):
+            self._is_current_word_bad = True
+            self._buffer += character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._buffer = ""
+        self._is_current_word_bad = False
+        self._foreign_long_watch = False
+        self._bad_word_count = 0
+        self._word_count = 0
+        self._character_count = 0
+        self._bad_character_count = 0
+        self._foreign_long_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._word_count <= 10 and self._foreign_long_count == 0:
+            return 0.0
+
+        return self._bad_character_count / self._character_count
+
+
+class CjkInvalidStopPlugin(MessDetectorPlugin):
+    """
+    GB(Chinese) based encoding often render the stop incorrectly when the content does not fit and
+    can be easily detected. Searching for the overuse of '丅' and '丄'.
+    """
+
+    def __init__(self) -> None:
+        self._wrong_stop_count: int = 0
+        self._cjk_character_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if character in {"丅", "丄"}:
+            self._wrong_stop_count += 1
+            return
+        if is_cjk(character):
+            self._cjk_character_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._wrong_stop_count = 0
+        self._cjk_character_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._cjk_character_count < 16:
+            return 0.0
+        return self._wrong_stop_count / self._cjk_character_count
+
+
+class ArchaicUpperLowerPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._buf: bool = False
+
+        self._character_count_since_last_sep: int = 0
+
+        self._successive_upper_lower_count: int = 0
+        self._successive_upper_lower_count_final: int = 0
+
+        self._character_count: int = 0
+
+        self._last_alpha_seen: Optional[str] = None
+        self._current_ascii_only: bool = True
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        is_concerned = character.isalpha() and is_case_variable(character)
+        chunk_sep = is_concerned is False
+
+        if chunk_sep and self._character_count_since_last_sep > 0:
+            if (
+                self._character_count_since_last_sep <= 64
+                and character.isdigit() is False
+                and self._current_ascii_only is False
+            ):
+                self._successive_upper_lower_count_final += (
+                    self._successive_upper_lower_count
+                )
+
+            self._successive_upper_lower_count = 0
+            self._character_count_since_last_sep = 0
+            self._last_alpha_seen = None
+            self._buf = False
+            self._character_count += 1
+            self._current_ascii_only = True
+
+            return
+
+        if self._current_ascii_only is True and character.isascii() is False:
+            self._current_ascii_only = False
+
+        if self._last_alpha_seen is not None:
+            if (character.isupper() and self._last_alpha_seen.islower()) or (
+                character.islower() and self._last_alpha_seen.isupper()
+            ):
+                if self._buf is True:
+                    self._successive_upper_lower_count += 2
+                    self._buf = False
+                else:
+                    self._buf = True
+            else:
+                self._buf = False
+
+        self._character_count += 1
+        self._character_count_since_last_sep += 1
+        self._last_alpha_seen = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._character_count_since_last_sep = 0
+        self._successive_upper_lower_count = 0
+        self._successive_upper_lower_count_final = 0
+        self._last_alpha_seen = None
+        self._buf = False
+        self._current_ascii_only = True
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return self._successive_upper_lower_count_final / self._character_count
+
+
+class ArabicIsolatedFormPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._character_count: int = 0
+        self._isolated_form_count: int = 0
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._isolated_form_count = 0
+
+    def eligible(self, character: str) -> bool:
+        return is_arabic(character)
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if is_arabic_isolated_form(character):
+            self._isolated_form_count += 1
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count < 8:
+            return 0.0
+
+        isolated_form_usage: float = self._isolated_form_count / self._character_count
+
+        return isolated_form_usage
+
+
+@lru_cache(maxsize=1024)
+def is_suspiciously_successive_range(
+    unicode_range_a: Optional[str], unicode_range_b: Optional[str]
+) -> bool:
+    """
+    Determine if two Unicode range seen next to each other can be considered as suspicious.
+    """
+    if unicode_range_a is None or unicode_range_b is None:
+        return True
+
+    if unicode_range_a == unicode_range_b:
+        return False
+
+    if "Latin" in unicode_range_a and "Latin" in unicode_range_b:
+        return False
+
+    if "Emoticons" in unicode_range_a or "Emoticons" in unicode_range_b:
+        return False
+
+    # Latin characters can be accompanied with a combining diacritical mark
+    # eg. Vietnamese.
+    if ("Latin" in unicode_range_a or "Latin" in unicode_range_b) and (
+        "Combining" in unicode_range_a or "Combining" in unicode_range_b
+    ):
+        return False
+
+    keywords_range_a, keywords_range_b = unicode_range_a.split(
+        " "
+    ), unicode_range_b.split(" ")
+
+    for el in keywords_range_a:
+        if el in UNICODE_SECONDARY_RANGE_KEYWORD:
+            continue
+        if el in keywords_range_b:
+            return False
+
+    # Japanese Exception
+    range_a_jp_chars, range_b_jp_chars = (
+        unicode_range_a
+        in (
+            "Hiragana",
+            "Katakana",
+        ),
+        unicode_range_b in ("Hiragana", "Katakana"),
+    )
+    if (range_a_jp_chars or range_b_jp_chars) and (
+        "CJK" in unicode_range_a or "CJK" in unicode_range_b
+    ):
+        return False
+    if range_a_jp_chars and range_b_jp_chars:
+        return False
+
+    if "Hangul" in unicode_range_a or "Hangul" in unicode_range_b:
+        if "CJK" in unicode_range_a or "CJK" in unicode_range_b:
+            return False
+        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
+            return False
+
+    # Chinese/Japanese use dedicated range for punctuation and/or separators.
+    if ("CJK" in unicode_range_a or "CJK" in unicode_range_b) or (
+        unicode_range_a in ["Katakana", "Hiragana"]
+        and unicode_range_b in ["Katakana", "Hiragana"]
+    ):
+        if "Punctuation" in unicode_range_a or "Punctuation" in unicode_range_b:
+            return False
+        if "Forms" in unicode_range_a or "Forms" in unicode_range_b:
+            return False
+        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
+            return False
+
+    return True
+
+
+@lru_cache(maxsize=2048)
+def mess_ratio(
+    decoded_sequence: str, maximum_threshold: float = 0.2, debug: bool = False
+) -> float:
+    """
+    Compute a mess ratio given a decoded bytes sequence. The maximum threshold does stop the computation earlier.
+    """
+
+    detectors: List[MessDetectorPlugin] = [
+        md_class() for md_class in MessDetectorPlugin.__subclasses__()
+    ]
+
+    length: int = len(decoded_sequence) + 1
+
+    mean_mess_ratio: float = 0.0
+
+    if length < 512:
+        intermediary_mean_mess_ratio_calc: int = 32
+    elif length <= 1024:
+        intermediary_mean_mess_ratio_calc = 64
+    else:
+        intermediary_mean_mess_ratio_calc = 128
+
+    for character, index in zip(decoded_sequence + "\n", range(length)):
+        for detector in detectors:
+            if detector.eligible(character):
+                detector.feed(character)
+
+        if (
+            index > 0 and index % intermediary_mean_mess_ratio_calc == 0
+        ) or index == length - 1:
+            mean_mess_ratio = sum(dt.ratio for dt in detectors)
+
+            if mean_mess_ratio >= maximum_threshold:
+                break
+
+    if debug:
+        logger = getLogger("charset_normalizer")
+
+        logger.log(
+            TRACE,
+            "Mess-detector extended-analysis start. "
+            f"intermediary_mean_mess_ratio_calc={intermediary_mean_mess_ratio_calc} mean_mess_ratio={mean_mess_ratio} "
+            f"maximum_threshold={maximum_threshold}",
+        )
+
+        if len(decoded_sequence) > 16:
+            logger.log(TRACE, f"Starting with: {decoded_sequence[:16]}")
+            logger.log(TRACE, f"Ending with: {decoded_sequence[-16::]}")
+
+        for dt in detectors:  # pragma: nocover
+            logger.log(TRACE, f"{dt.__class__}: {dt.ratio}")
+
+    return round(mean_mess_ratio, 3)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so
new file mode 100755
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/models.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/models.py
new file mode 100644
index 000000000..a760b9c55
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/models.py
@@ -0,0 +1,340 @@
+from encodings.aliases import aliases
+from hashlib import sha256
+from json import dumps
+from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
+
+from .constant import TOO_BIG_SEQUENCE
+from .utils import iana_name, is_multi_byte_encoding, unicode_range
+
+
+class CharsetMatch:
+    def __init__(
+        self,
+        payload: bytes,
+        guessed_encoding: str,
+        mean_mess_ratio: float,
+        has_sig_or_bom: bool,
+        languages: "CoherenceMatches",
+        decoded_payload: Optional[str] = None,
+    ):
+        self._payload: bytes = payload
+
+        self._encoding: str = guessed_encoding
+        self._mean_mess_ratio: float = mean_mess_ratio
+        self._languages: CoherenceMatches = languages
+        self._has_sig_or_bom: bool = has_sig_or_bom
+        self._unicode_ranges: Optional[List[str]] = None
+
+        self._leaves: List[CharsetMatch] = []
+        self._mean_coherence_ratio: float = 0.0
+
+        self._output_payload: Optional[bytes] = None
+        self._output_encoding: Optional[str] = None
+
+        self._string: Optional[str] = decoded_payload
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, CharsetMatch):
+            raise TypeError(
+                "__eq__ cannot be invoked on {} and {}.".format(
+                    str(other.__class__), str(self.__class__)
+                )
+            )
+        return self.encoding == other.encoding and self.fingerprint == other.fingerprint
+
+    def __lt__(self, other: object) -> bool:
+        """
+        Implemented to make sorted available upon CharsetMatches items.
+        """
+        if not isinstance(other, CharsetMatch):
+            raise ValueError
+
+        chaos_difference: float = abs(self.chaos - other.chaos)
+        coherence_difference: float = abs(self.coherence - other.coherence)
+
+        # Below 1% difference --> Use Coherence
+        if chaos_difference < 0.01 and coherence_difference > 0.02:
+            return self.coherence > other.coherence
+        elif chaos_difference < 0.01 and coherence_difference <= 0.02:
+            # When having a difficult decision, use the result that decoded as many multi-byte as possible.
+            # preserve RAM usage!
+            if len(self._payload) >= TOO_BIG_SEQUENCE:
+                return self.chaos < other.chaos
+            return self.multi_byte_usage > other.multi_byte_usage
+
+        return self.chaos < other.chaos
+
+    @property
+    def multi_byte_usage(self) -> float:
+        return 1.0 - (len(str(self)) / len(self.raw))
+
+    def __str__(self) -> str:
+        # Lazy Str Loading
+        if self._string is None:
+            self._string = str(self._payload, self._encoding, "strict")
+        return self._string
+
+    def __repr__(self) -> str:
+        return "<CharsetMatch '{}' bytes({})>".format(self.encoding, self.fingerprint)
+
+    def add_submatch(self, other: "CharsetMatch") -> None:
+        if not isinstance(other, CharsetMatch) or other == self:
+            raise ValueError(
+                "Unable to add instance <{}> as a submatch of a CharsetMatch".format(
+                    other.__class__
+                )
+            )
+
+        other._string = None  # Unload RAM usage; dirty trick.
+        self._leaves.append(other)
+
+    @property
+    def encoding(self) -> str:
+        return self._encoding
+
+    @property
+    def encoding_aliases(self) -> List[str]:
+        """
+        Encoding name are known by many name, using this could help when searching for IBM855 when it's listed as CP855.
+        """
+        also_known_as: List[str] = []
+        for u, p in aliases.items():
+            if self.encoding == u:
+                also_known_as.append(p)
+            elif self.encoding == p:
+                also_known_as.append(u)
+        return also_known_as
+
+    @property
+    def bom(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def byte_order_mark(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def languages(self) -> List[str]:
+        """
+        Return the complete list of possible languages found in decoded sequence.
+        Usually not really useful. Returned list may be empty even if 'language' property return something != 'Unknown'.
+        """
+        return [e[0] for e in self._languages]
+
+    @property
+    def language(self) -> str:
+        """
+        Most probable language found in decoded sequence. If none were detected or inferred, the property will return
+        "Unknown".
+        """
+        if not self._languages:
+            # Trying to infer the language based on the given encoding
+            # Its either English or we should not pronounce ourselves in certain cases.
+            if "ascii" in self.could_be_from_charset:
+                return "English"
+
+            # doing it there to avoid circular import
+            from charset_normalizer.cd import encoding_languages, mb_encoding_languages
+
+            languages = (
+                mb_encoding_languages(self.encoding)
+                if is_multi_byte_encoding(self.encoding)
+                else encoding_languages(self.encoding)
+            )
+
+            if len(languages) == 0 or "Latin Based" in languages:
+                return "Unknown"
+
+            return languages[0]
+
+        return self._languages[0][0]
+
+    @property
+    def chaos(self) -> float:
+        return self._mean_mess_ratio
+
+    @property
+    def coherence(self) -> float:
+        if not self._languages:
+            return 0.0
+        return self._languages[0][1]
+
+    @property
+    def percent_chaos(self) -> float:
+        return round(self.chaos * 100, ndigits=3)
+
+    @property
+    def percent_coherence(self) -> float:
+        return round(self.coherence * 100, ndigits=3)
+
+    @property
+    def raw(self) -> bytes:
+        """
+        Original untouched bytes.
+        """
+        return self._payload
+
+    @property
+    def submatch(self) -> List["CharsetMatch"]:
+        return self._leaves
+
+    @property
+    def has_submatch(self) -> bool:
+        return len(self._leaves) > 0
+
+    @property
+    def alphabets(self) -> List[str]:
+        if self._unicode_ranges is not None:
+            return self._unicode_ranges
+        # list detected ranges
+        detected_ranges: List[Optional[str]] = [
+            unicode_range(char) for char in str(self)
+        ]
+        # filter and sort
+        self._unicode_ranges = sorted(list({r for r in detected_ranges if r}))
+        return self._unicode_ranges
+
+    @property
+    def could_be_from_charset(self) -> List[str]:
+        """
+        The complete list of encoding that output the exact SAME str result and therefore could be the originating
+        encoding.
+        This list does include the encoding available in property 'encoding'.
+        """
+        return [self._encoding] + [m.encoding for m in self._leaves]
+
+    def output(self, encoding: str = "utf_8") -> bytes:
+        """
+        Method to get re-encoded bytes payload using given target encoding. Default to UTF-8.
+        Any errors will be simply ignored by the encoder NOT replaced.
+        """
+        if self._output_encoding is None or self._output_encoding != encoding:
+            self._output_encoding = encoding
+            self._output_payload = str(self).encode(encoding, "replace")
+
+        return self._output_payload  # type: ignore
+
+    @property
+    def fingerprint(self) -> str:
+        """
+        Retrieve the unique SHA256 computed using the transformed (re-encoded) payload. Not the original one.
+        """
+        return sha256(self.output()).hexdigest()
+
+
+class CharsetMatches:
+    """
+    Container with every CharsetMatch items ordered by default from most probable to the less one.
+    Act like a list(iterable) but does not implements all related methods.
+    """
+
+    def __init__(self, results: Optional[List[CharsetMatch]] = None):
+        self._results: List[CharsetMatch] = sorted(results) if results else []
+
+    def __iter__(self) -> Iterator[CharsetMatch]:
+        yield from self._results
+
+    def __getitem__(self, item: Union[int, str]) -> CharsetMatch:
+        """
+        Retrieve a single item either by its position or encoding name (alias may be used here).
+        Raise KeyError upon invalid index or encoding not present in results.
+        """
+        if isinstance(item, int):
+            return self._results[item]
+        if isinstance(item, str):
+            item = iana_name(item, False)
+            for result in self._results:
+                if item in result.could_be_from_charset:
+                    return result
+        raise KeyError
+
+    def __len__(self) -> int:
+        return len(self._results)
+
+    def __bool__(self) -> bool:
+        return len(self._results) > 0
+
+    def append(self, item: CharsetMatch) -> None:
+        """
+        Insert a single match. Will be inserted accordingly to preserve sort.
+        Can be inserted as a submatch.
+        """
+        if not isinstance(item, CharsetMatch):
+            raise ValueError(
+                "Cannot append instance '{}' to CharsetMatches".format(
+                    str(item.__class__)
+                )
+            )
+        # We should disable the submatch factoring when the input file is too heavy (conserve RAM usage)
+        if len(item.raw) <= TOO_BIG_SEQUENCE:
+            for match in self._results:
+                if match.fingerprint == item.fingerprint and match.chaos == item.chaos:
+                    match.add_submatch(item)
+                    return
+        self._results.append(item)
+        self._results = sorted(self._results)
+
+    def best(self) -> Optional["CharsetMatch"]:
+        """
+        Simply return the first match. Strict equivalent to matches[0].
+        """
+        if not self._results:
+            return None
+        return self._results[0]
+
+    def first(self) -> Optional["CharsetMatch"]:
+        """
+        Redundant method, call the method best(). Kept for BC reasons.
+        """
+        return self.best()
+
+
+CoherenceMatch = Tuple[str, float]
+CoherenceMatches = List[CoherenceMatch]
+
+
+class CliDetectionResult:
+    def __init__(
+        self,
+        path: str,
+        encoding: Optional[str],
+        encoding_aliases: List[str],
+        alternative_encodings: List[str],
+        language: str,
+        alphabets: List[str],
+        has_sig_or_bom: bool,
+        chaos: float,
+        coherence: float,
+        unicode_path: Optional[str],
+        is_preferred: bool,
+    ):
+        self.path: str = path
+        self.unicode_path: Optional[str] = unicode_path
+        self.encoding: Optional[str] = encoding
+        self.encoding_aliases: List[str] = encoding_aliases
+        self.alternative_encodings: List[str] = alternative_encodings
+        self.language: str = language
+        self.alphabets: List[str] = alphabets
+        self.has_sig_or_bom: bool = has_sig_or_bom
+        self.chaos: float = chaos
+        self.coherence: float = coherence
+        self.is_preferred: bool = is_preferred
+
+    @property
+    def __dict__(self) -> Dict[str, Any]:  # type: ignore
+        return {
+            "path": self.path,
+            "encoding": self.encoding,
+            "encoding_aliases": self.encoding_aliases,
+            "alternative_encodings": self.alternative_encodings,
+            "language": self.language,
+            "alphabets": self.alphabets,
+            "has_sig_or_bom": self.has_sig_or_bom,
+            "chaos": self.chaos,
+            "coherence": self.coherence,
+            "unicode_path": self.unicode_path,
+            "is_preferred": self.is_preferred,
+        }
+
+    def to_json(self) -> str:
+        return dumps(self.__dict__, ensure_ascii=True, indent=4)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/utils.py
new file mode 100644
index 000000000..e5cbbf4c0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/utils.py
@@ -0,0 +1,421 @@
+import importlib
+import logging
+import unicodedata
+from codecs import IncrementalDecoder
+from encodings.aliases import aliases
+from functools import lru_cache
+from re import findall
+from typing import Generator, List, Optional, Set, Tuple, Union
+
+from _multibytecodec import MultibyteIncrementalDecoder
+
+from .constant import (
+    ENCODING_MARKS,
+    IANA_SUPPORTED_SIMILAR,
+    RE_POSSIBLE_ENCODING_INDICATION,
+    UNICODE_RANGES_COMBINED,
+    UNICODE_SECONDARY_RANGE_KEYWORD,
+    UTF8_MAXIMAL_ALLOCATION,
+)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_accentuated(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return (
+        "WITH GRAVE" in description
+        or "WITH ACUTE" in description
+        or "WITH CEDILLA" in description
+        or "WITH DIAERESIS" in description
+        or "WITH CIRCUMFLEX" in description
+        or "WITH TILDE" in description
+        or "WITH MACRON" in description
+        or "WITH RING ABOVE" in description
+    )
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def remove_accent(character: str) -> str:
+    decomposed: str = unicodedata.decomposition(character)
+    if not decomposed:
+        return character
+
+    codes: List[str] = decomposed.split(" ")
+
+    return chr(int(codes[0], 16))
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def unicode_range(character: str) -> Optional[str]:
+    """
+    Retrieve the Unicode range official name from a single character.
+    """
+    character_ord: int = ord(character)
+
+    for range_name, ord_range in UNICODE_RANGES_COMBINED.items():
+        if character_ord in ord_range:
+            return range_name
+
+    return None
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_latin(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return "LATIN" in description
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_punctuation(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "P" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Punctuation" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_symbol(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "S" in character_category or "N" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Forms" in character_range and character_category != "Lo"
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_emoticon(character: str) -> bool:
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Emoticons" in character_range or "Pictographs" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_separator(character: str) -> bool:
+    if character.isspace() or character in {"｜", "+", "<", ">"}:
+        return True
+
+    character_category: str = unicodedata.category(character)
+
+    return "Z" in character_category or character_category in {"Po", "Pd", "Pc"}
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_case_variable(character: str) -> bool:
+    return character.islower() != character.isupper()
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_cjk(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "CJK" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hiragana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HIRAGANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_katakana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "KATAKANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hangul(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HANGUL" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_thai(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "THAI" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_arabic(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "ARABIC" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_arabic_isolated_form(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "ARABIC" in character_name and "ISOLATED FORM" in character_name
+
+
+@lru_cache(maxsize=len(UNICODE_RANGES_COMBINED))
+def is_unicode_range_secondary(range_name: str) -> bool:
+    return any(keyword in range_name for keyword in UNICODE_SECONDARY_RANGE_KEYWORD)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_unprintable(character: str) -> bool:
+    return (
+        character.isspace() is False  # includes \n \t \r \v
+        and character.isprintable() is False
+        and character != "\x1A"  # Why? Its the ASCII substitute character.
+        and character != "\ufeff"  # bug discovered in Python,
+        # Zero Width No-Break Space located in 	Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space.
+    )
+
+
+def any_specified_encoding(sequence: bytes, search_zone: int = 8192) -> Optional[str]:
+    """
+    Extract using ASCII-only decoder any specified encoding in the first n-bytes.
+    """
+    if not isinstance(sequence, bytes):
+        raise TypeError
+
+    seq_len: int = len(sequence)
+
+    results: List[str] = findall(
+        RE_POSSIBLE_ENCODING_INDICATION,
+        sequence[: min(seq_len, search_zone)].decode("ascii", errors="ignore"),
+    )
+
+    if len(results) == 0:
+        return None
+
+    for specified_encoding in results:
+        specified_encoding = specified_encoding.lower().replace("-", "_")
+
+        encoding_alias: str
+        encoding_iana: str
+
+        for encoding_alias, encoding_iana in aliases.items():
+            if encoding_alias == specified_encoding:
+                return encoding_iana
+            if encoding_iana == specified_encoding:
+                return encoding_iana
+
+    return None
+
+
+@lru_cache(maxsize=128)
+def is_multi_byte_encoding(name: str) -> bool:
+    """
+    Verify is a specific encoding is a multi byte one based on it IANA name
+    """
+    return name in {
+        "utf_8",
+        "utf_8_sig",
+        "utf_16",
+        "utf_16_be",
+        "utf_16_le",
+        "utf_32",
+        "utf_32_le",
+        "utf_32_be",
+        "utf_7",
+    } or issubclass(
+        importlib.import_module("encodings.{}".format(name)).IncrementalDecoder,
+        MultibyteIncrementalDecoder,
+    )
+
+
+def identify_sig_or_bom(sequence: bytes) -> Tuple[Optional[str], bytes]:
+    """
+    Identify and extract SIG/BOM in given sequence.
+    """
+
+    for iana_encoding in ENCODING_MARKS:
+        marks: Union[bytes, List[bytes]] = ENCODING_MARKS[iana_encoding]
+
+        if isinstance(marks, bytes):
+            marks = [marks]
+
+        for mark in marks:
+            if sequence.startswith(mark):
+                return iana_encoding, mark
+
+    return None, b""
+
+
+def should_strip_sig_or_bom(iana_encoding: str) -> bool:
+    return iana_encoding not in {"utf_16", "utf_32"}
+
+
+def iana_name(cp_name: str, strict: bool = True) -> str:
+    cp_name = cp_name.lower().replace("-", "_")
+
+    encoding_alias: str
+    encoding_iana: str
+
+    for encoding_alias, encoding_iana in aliases.items():
+        if cp_name in [encoding_alias, encoding_iana]:
+            return encoding_iana
+
+    if strict:
+        raise ValueError("Unable to retrieve IANA for '{}'".format(cp_name))
+
+    return cp_name
+
+
+def range_scan(decoded_sequence: str) -> List[str]:
+    ranges: Set[str] = set()
+
+    for character in decoded_sequence:
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        ranges.add(character_range)
+
+    return list(ranges)
+
+
+def cp_similarity(iana_name_a: str, iana_name_b: str) -> float:
+    if is_multi_byte_encoding(iana_name_a) or is_multi_byte_encoding(iana_name_b):
+        return 0.0
+
+    decoder_a = importlib.import_module(
+        "encodings.{}".format(iana_name_a)
+    ).IncrementalDecoder
+    decoder_b = importlib.import_module(
+        "encodings.{}".format(iana_name_b)
+    ).IncrementalDecoder
+
+    id_a: IncrementalDecoder = decoder_a(errors="ignore")
+    id_b: IncrementalDecoder = decoder_b(errors="ignore")
+
+    character_match_count: int = 0
+
+    for i in range(255):
+        to_be_decoded: bytes = bytes([i])
+        if id_a.decode(to_be_decoded) == id_b.decode(to_be_decoded):
+            character_match_count += 1
+
+    return character_match_count / 254
+
+
+def is_cp_similar(iana_name_a: str, iana_name_b: str) -> bool:
+    """
+    Determine if two code page are at least 80% similar. IANA_SUPPORTED_SIMILAR dict was generated using
+    the function cp_similarity.
+    """
+    return (
+        iana_name_a in IANA_SUPPORTED_SIMILAR
+        and iana_name_b in IANA_SUPPORTED_SIMILAR[iana_name_a]
+    )
+
+
+def set_logging_handler(
+    name: str = "charset_normalizer",
+    level: int = logging.INFO,
+    format_string: str = "%(asctime)s | %(levelname)s | %(message)s",
+) -> None:
+    logger = logging.getLogger(name)
+    logger.setLevel(level)
+
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter(format_string))
+    logger.addHandler(handler)
+
+
+def cut_sequence_chunks(
+    sequences: bytes,
+    encoding_iana: str,
+    offsets: range,
+    chunk_size: int,
+    bom_or_sig_available: bool,
+    strip_sig_or_bom: bool,
+    sig_payload: bytes,
+    is_multi_byte_decoder: bool,
+    decoded_payload: Optional[str] = None,
+) -> Generator[str, None, None]:
+    if decoded_payload and is_multi_byte_decoder is False:
+        for i in offsets:
+            chunk = decoded_payload[i : i + chunk_size]
+            if not chunk:
+                break
+            yield chunk
+    else:
+        for i in offsets:
+            chunk_end = i + chunk_size
+            if chunk_end > len(sequences) + 8:
+                continue
+
+            cut_sequence = sequences[i : i + chunk_size]
+
+            if bom_or_sig_available and strip_sig_or_bom is False:
+                cut_sequence = sig_payload + cut_sequence
+
+            chunk = cut_sequence.decode(
+                encoding_iana,
+                errors="ignore" if is_multi_byte_decoder else "strict",
+            )
+
+            # multi-byte bad cutting detector and adjustment
+            # not the cleanest way to perform that fix but clever enough for now.
+            if is_multi_byte_decoder and i > 0:
+                chunk_partial_size_chk: int = min(chunk_size, 16)
+
+                if (
+                    decoded_payload
+                    and chunk[:chunk_partial_size_chk] not in decoded_payload
+                ):
+                    for j in range(i, i - 4, -1):
+                        cut_sequence = sequences[j:chunk_end]
+
+                        if bom_or_sig_available and strip_sig_or_bom is False:
+                            cut_sequence = sig_payload + cut_sequence
+
+                        chunk = cut_sequence.decode(encoding_iana, errors="ignore")
+
+                        if chunk[:chunk_partial_size_chk] in decoded_payload:
+                            break
+
+            yield chunk
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/version.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/version.py
new file mode 100644
index 000000000..5a4da4ff4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/version.py
@@ -0,0 +1,6 @@
+"""
+Expose version
+"""
+
+__version__ = "3.3.2"
+VERSION = __version__.split(".")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/__init__.py
new file mode 100644
index 000000000..a2c19c06f
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/__init__.py
@@ -0,0 +1,24 @@
+# -*- coding: utf-8 -*-
+import sys
+
+try:
+    from ._version import version as __version__
+except ImportError:
+    __version__ = 'unknown'
+
+__all__ = ['easter', 'parser', 'relativedelta', 'rrule', 'tz',
+           'utils', 'zoneinfo']
+
+def __getattr__(name):
+    import importlib
+
+    if name in __all__:
+        return importlib.import_module("." + name, __name__)
+    raise AttributeError(
+        "module {!r} has not attribute {!r}".format(__name__, name)
+    )
+
+
+def __dir__():
+    # __dir__ should include all the lazy-importable modules as well.
+    return [x for x in globals() if x not in sys.modules] + __all__
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_common.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_common.py
new file mode 100644
index 000000000..4eb2659bd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_common.py
@@ -0,0 +1,43 @@
+"""
+Common code used in multiple modules.
+"""
+
+
+class weekday(object):
+    __slots__ = ["weekday", "n"]
+
+    def __init__(self, weekday, n=None):
+        self.weekday = weekday
+        self.n = n
+
+    def __call__(self, n):
+        if n == self.n:
+            return self
+        else:
+            return self.__class__(self.weekday, n)
+
+    def __eq__(self, other):
+        try:
+            if self.weekday != other.weekday or self.n != other.n:
+                return False
+        except AttributeError:
+            return False
+        return True
+
+    def __hash__(self):
+        return hash((
+          self.weekday,
+          self.n,
+        ))
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        s = ("MO", "TU", "WE", "TH", "FR", "SA", "SU")[self.weekday]
+        if not self.n:
+            return s
+        else:
+            return "%s(%+d)" % (s, self.n)
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_version.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_version.py
new file mode 100644
index 000000000..ddda98098
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_version.py
@@ -0,0 +1,4 @@
+# file generated by setuptools_scm
+# don't change, don't track in version control
+__version__ = version = '2.9.0.post0'
+__version_tuple__ = version_tuple = (2, 9, 0)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/easter.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/easter.py
new file mode 100644
index 000000000..f74d1f744
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/easter.py
@@ -0,0 +1,89 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a generic Easter computing method for any given year, using
+Western, Orthodox or Julian algorithms.
+"""
+
+import datetime
+
+__all__ = ["easter", "EASTER_JULIAN", "EASTER_ORTHODOX", "EASTER_WESTERN"]
+
+EASTER_JULIAN = 1
+EASTER_ORTHODOX = 2
+EASTER_WESTERN = 3
+
+
+def easter(year, method=EASTER_WESTERN):
+    """
+    This method was ported from the work done by GM Arts,
+    on top of the algorithm by Claus Tondering, which was
+    based in part on the algorithm of Ouding (1940), as
+    quoted in "Explanatory Supplement to the Astronomical
+    Almanac", P.  Kenneth Seidelmann, editor.
+
+    This algorithm implements three different Easter
+    calculation methods:
+
+    1. Original calculation in Julian calendar, valid in
+       dates after 326 AD
+    2. Original method, with date converted to Gregorian
+       calendar, valid in years 1583 to 4099
+    3. Revised method, in Gregorian calendar, valid in
+       years 1583 to 4099 as well
+
+    These methods are represented by the constants:
+
+    * ``EASTER_JULIAN   = 1``
+    * ``EASTER_ORTHODOX = 2``
+    * ``EASTER_WESTERN  = 3``
+
+    The default method is method 3.
+
+    More about the algorithm may be found at:
+
+    `GM Arts: Easter Algorithms <http://www.gmarts.org/index.php?go=415>`_
+
+    and
+
+    `The Calendar FAQ: Easter <https://www.tondering.dk/claus/cal/easter.php>`_
+
+    """
+
+    if not (1 <= method <= 3):
+        raise ValueError("invalid method")
+
+    # g - Golden year - 1
+    # c - Century
+    # h - (23 - Epact) mod 30
+    # i - Number of days from March 21 to Paschal Full Moon
+    # j - Weekday for PFM (0=Sunday, etc)
+    # p - Number of days from March 21 to Sunday on or before PFM
+    #     (-6 to 28 methods 1 & 3, to 56 for method 2)
+    # e - Extra days to add for method 2 (converting Julian
+    #     date to Gregorian date)
+
+    y = year
+    g = y % 19
+    e = 0
+    if method < 3:
+        # Old method
+        i = (19*g + 15) % 30
+        j = (y + y//4 + i) % 7
+        if method == 2:
+            # Extra dates to convert Julian to Gregorian date
+            e = 10
+            if y > 1600:
+                e = e + y//100 - 16 - (y//100 - 16)//4
+    else:
+        # New method
+        c = y//100
+        h = (c - c//4 - (8*c + 13)//25 + 19*g + 15) % 30
+        i = h - (h//28)*(1 - (h//28)*(29//(h + 1))*((21 - g)//11))
+        j = (y + y//4 + i + 2 - c + c//4) % 7
+
+    # p can be from -6 to 56 corresponding to dates 22 March to 23 May
+    # (later dates apply to method 2, although 23 May never actually occurs)
+    p = i - j + e
+    d = 1 + (p + 27 + (p + 6)//40) % 31
+    m = 3 + (p + 26)//30
+    return datetime.date(int(y), int(m), int(d))
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/__init__.py
new file mode 100644
index 000000000..d174b0e4d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/__init__.py
@@ -0,0 +1,61 @@
+# -*- coding: utf-8 -*-
+from ._parser import parse, parser, parserinfo, ParserError
+from ._parser import DEFAULTPARSER, DEFAULTTZPARSER
+from ._parser import UnknownTimezoneWarning
+
+from ._parser import __doc__
+
+from .isoparser import isoparser, isoparse
+
+__all__ = ['parse', 'parser', 'parserinfo',
+           'isoparse', 'isoparser',
+           'ParserError',
+           'UnknownTimezoneWarning']
+
+
+###
+# Deprecate portions of the private interface so that downstream code that
+# is improperly relying on it is given *some* notice.
+
+
+def __deprecated_private_func(f):
+    from functools import wraps
+    import warnings
+
+    msg = ('{name} is a private function and may break without warning, '
+           'it will be moved and or renamed in future versions.')
+    msg = msg.format(name=f.__name__)
+
+    @wraps(f)
+    def deprecated_func(*args, **kwargs):
+        warnings.warn(msg, DeprecationWarning)
+        return f(*args, **kwargs)
+
+    return deprecated_func
+
+def __deprecate_private_class(c):
+    import warnings
+
+    msg = ('{name} is a private class and may break without warning, '
+           'it will be moved and or renamed in future versions.')
+    msg = msg.format(name=c.__name__)
+
+    class private_class(c):
+        __doc__ = c.__doc__
+
+        def __init__(self, *args, **kwargs):
+            warnings.warn(msg, DeprecationWarning)
+            super(private_class, self).__init__(*args, **kwargs)
+
+    private_class.__name__ = c.__name__
+
+    return private_class
+
+
+from ._parser import _timelex, _resultbase
+from ._parser import _tzparser, _parsetz
+
+_timelex = __deprecate_private_class(_timelex)
+_tzparser = __deprecate_private_class(_tzparser)
+_resultbase = __deprecate_private_class(_resultbase)
+_parsetz = __deprecated_private_func(_parsetz)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/_parser.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/_parser.py
new file mode 100644
index 000000000..37d1663b2
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/_parser.py
@@ -0,0 +1,1613 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a generic date/time string parser which is able to parse
+most known formats to represent a date and/or time.
+
+This module attempts to be forgiving with regards to unlikely input formats,
+returning a datetime object even for dates which are ambiguous. If an element
+of a date/time stamp is omitted, the following rules are applied:
+
+- If AM or PM is left unspecified, a 24-hour clock is assumed, however, an hour
+  on a 12-hour clock (``0 <= hour <= 12``) *must* be specified if AM or PM is
+  specified.
+- If a time zone is omitted, a timezone-naive datetime is returned.
+
+If any other elements are missing, they are taken from the
+:class:`datetime.datetime` object passed to the parameter ``default``. If this
+results in a day number exceeding the valid number of days per month, the
+value falls back to the end of the month.
+
+Additional resources about date/time string formats can be found below:
+
+- `A summary of the international standard date and time notation
+  <https://www.cl.cam.ac.uk/~mgk25/iso-time.html>`_
+- `W3C Date and Time Formats <https://www.w3.org/TR/NOTE-datetime>`_
+- `Time Formats (Planetary Rings Node) <https://pds-rings.seti.org:443/tools/time_formats.html>`_
+- `CPAN ParseDate module
+  <https://metacpan.org/pod/release/MUIR/Time-modules-2013.0912/lib/Time/ParseDate.pm>`_
+- `Java SimpleDateFormat Class
+  <https://docs.oracle.com/javase/6/docs/api/java/text/SimpleDateFormat.html>`_
+"""
+from __future__ import unicode_literals
+
+import datetime
+import re
+import string
+import time
+import warnings
+
+from calendar import monthrange
+from io import StringIO
+
+import six
+from six import integer_types, text_type
+
+from decimal import Decimal
+
+from warnings import warn
+
+from .. import relativedelta
+from .. import tz
+
+__all__ = ["parse", "parserinfo", "ParserError"]
+
+
+# TODO: pandas.core.tools.datetimes imports this explicitly.  Might be worth
+# making public and/or figuring out if there is something we can
+# take off their plate.
+class _timelex(object):
+    # Fractional seconds are sometimes split by a comma
+    _split_decimal = re.compile("([.,])")
+
+    def __init__(self, instream):
+        if isinstance(instream, (bytes, bytearray)):
+            instream = instream.decode()
+
+        if isinstance(instream, text_type):
+            instream = StringIO(instream)
+        elif getattr(instream, 'read', None) is None:
+            raise TypeError('Parser must be a string or character stream, not '
+                            '{itype}'.format(itype=instream.__class__.__name__))
+
+        self.instream = instream
+        self.charstack = []
+        self.tokenstack = []
+        self.eof = False
+
+    def get_token(self):
+        """
+        This function breaks the time string into lexical units (tokens), which
+        can be parsed by the parser. Lexical units are demarcated by changes in
+        the character set, so any continuous string of letters is considered
+        one unit, any continuous string of numbers is considered one unit.
+
+        The main complication arises from the fact that dots ('.') can be used
+        both as separators (e.g. "Sep.20.2009") or decimal points (e.g.
+        "4:30:21.447"). As such, it is necessary to read the full context of
+        any dot-separated strings before breaking it into tokens; as such, this
+        function maintains a "token stack", for when the ambiguous context
+        demands that multiple tokens be parsed at once.
+        """
+        if self.tokenstack:
+            return self.tokenstack.pop(0)
+
+        seenletters = False
+        token = None
+        state = None
+
+        while not self.eof:
+            # We only realize that we've reached the end of a token when we
+            # find a character that's not part of the current token - since
+            # that character may be part of the next token, it's stored in the
+            # charstack.
+            if self.charstack:
+                nextchar = self.charstack.pop(0)
+            else:
+                nextchar = self.instream.read(1)
+                while nextchar == '\x00':
+                    nextchar = self.instream.read(1)
+
+            if not nextchar:
+                self.eof = True
+                break
+            elif not state:
+                # First character of the token - determines if we're starting
+                # to parse a word, a number or something else.
+                token = nextchar
+                if self.isword(nextchar):
+                    state = 'a'
+                elif self.isnum(nextchar):
+                    state = '0'
+                elif self.isspace(nextchar):
+                    token = ' '
+                    break  # emit token
+                else:
+                    break  # emit token
+            elif state == 'a':
+                # If we've already started reading a word, we keep reading
+                # letters until we find something that's not part of a word.
+                seenletters = True
+                if self.isword(nextchar):
+                    token += nextchar
+                elif nextchar == '.':
+                    token += nextchar
+                    state = 'a.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == '0':
+                # If we've already started reading a number, we keep reading
+                # numbers until we find something that doesn't fit.
+                if self.isnum(nextchar):
+                    token += nextchar
+                elif nextchar == '.' or (nextchar == ',' and len(token) >= 2):
+                    token += nextchar
+                    state = '0.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == 'a.':
+                # If we've seen some letters and a dot separator, continue
+                # parsing, and the tokens will be broken up later.
+                seenletters = True
+                if nextchar == '.' or self.isword(nextchar):
+                    token += nextchar
+                elif self.isnum(nextchar) and token[-1] == '.':
+                    token += nextchar
+                    state = '0.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == '0.':
+                # If we've seen at least one dot separator, keep going, we'll
+                # break up the tokens later.
+                if nextchar == '.' or self.isnum(nextchar):
+                    token += nextchar
+                elif self.isword(nextchar) and token[-1] == '.':
+                    token += nextchar
+                    state = 'a.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+
+        if (state in ('a.', '0.') and (seenletters or token.count('.') > 1 or
+                                       token[-1] in '.,')):
+            l = self._split_decimal.split(token)
+            token = l[0]
+            for tok in l[1:]:
+                if tok:
+                    self.tokenstack.append(tok)
+
+        if state == '0.' and token.count('.') == 0:
+            token = token.replace(',', '.')
+
+        return token
+
+    def __iter__(self):
+        return self
+
+    def __next__(self):
+        token = self.get_token()
+        if token is None:
+            raise StopIteration
+
+        return token
+
+    def next(self):
+        return self.__next__()  # Python 2.x support
+
+    @classmethod
+    def split(cls, s):
+        return list(cls(s))
+
+    @classmethod
+    def isword(cls, nextchar):
+        """ Whether or not the next character is part of a word """
+        return nextchar.isalpha()
+
+    @classmethod
+    def isnum(cls, nextchar):
+        """ Whether the next character is part of a number """
+        return nextchar.isdigit()
+
+    @classmethod
+    def isspace(cls, nextchar):
+        """ Whether the next character is whitespace """
+        return nextchar.isspace()
+
+
+class _resultbase(object):
+
+    def __init__(self):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+
+    def _repr(self, classname):
+        l = []
+        for attr in self.__slots__:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("%s=%s" % (attr, repr(value)))
+        return "%s(%s)" % (classname, ", ".join(l))
+
+    def __len__(self):
+        return (sum(getattr(self, attr) is not None
+                    for attr in self.__slots__))
+
+    def __repr__(self):
+        return self._repr(self.__class__.__name__)
+
+
+class parserinfo(object):
+    """
+    Class which handles what inputs are accepted. Subclass this to customize
+    the language and acceptable values for each parameter.
+
+    :param dayfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+        ``yearfirst`` is set to ``True``, this distinguishes between YDM
+        and YMD. Default is ``False``.
+
+    :param yearfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the year. If ``True``, the first number is taken
+        to be the year, otherwise the last number is taken to be the year.
+        Default is ``False``.
+    """
+
+    # m from a.m/p.m, t from ISO T separator
+    JUMP = [" ", ".", ",", ";", "-", "/", "'",
+            "at", "on", "and", "ad", "m", "t", "of",
+            "st", "nd", "rd", "th"]
+
+    WEEKDAYS = [("Mon", "Monday"),
+                ("Tue", "Tuesday"),     # TODO: "Tues"
+                ("Wed", "Wednesday"),
+                ("Thu", "Thursday"),    # TODO: "Thurs"
+                ("Fri", "Friday"),
+                ("Sat", "Saturday"),
+                ("Sun", "Sunday")]
+    MONTHS = [("Jan", "January"),
+              ("Feb", "February"),      # TODO: "Febr"
+              ("Mar", "March"),
+              ("Apr", "April"),
+              ("May", "May"),
+              ("Jun", "June"),
+              ("Jul", "July"),
+              ("Aug", "August"),
+              ("Sep", "Sept", "September"),
+              ("Oct", "October"),
+              ("Nov", "November"),
+              ("Dec", "December")]
+    HMS = [("h", "hour", "hours"),
+           ("m", "minute", "minutes"),
+           ("s", "second", "seconds")]
+    AMPM = [("am", "a"),
+            ("pm", "p")]
+    UTCZONE = ["UTC", "GMT", "Z", "z"]
+    PERTAIN = ["of"]
+    TZOFFSET = {}
+    # TODO: ERA = ["AD", "BC", "CE", "BCE", "Stardate",
+    #              "Anno Domini", "Year of Our Lord"]
+
+    def __init__(self, dayfirst=False, yearfirst=False):
+        self._jump = self._convert(self.JUMP)
+        self._weekdays = self._convert(self.WEEKDAYS)
+        self._months = self._convert(self.MONTHS)
+        self._hms = self._convert(self.HMS)
+        self._ampm = self._convert(self.AMPM)
+        self._utczone = self._convert(self.UTCZONE)
+        self._pertain = self._convert(self.PERTAIN)
+
+        self.dayfirst = dayfirst
+        self.yearfirst = yearfirst
+
+        self._year = time.localtime().tm_year
+        self._century = self._year // 100 * 100
+
+    def _convert(self, lst):
+        dct = {}
+        for i, v in enumerate(lst):
+            if isinstance(v, tuple):
+                for v in v:
+                    dct[v.lower()] = i
+            else:
+                dct[v.lower()] = i
+        return dct
+
+    def jump(self, name):
+        return name.lower() in self._jump
+
+    def weekday(self, name):
+        try:
+            return self._weekdays[name.lower()]
+        except KeyError:
+            pass
+        return None
+
+    def month(self, name):
+        try:
+            return self._months[name.lower()] + 1
+        except KeyError:
+            pass
+        return None
+
+    def hms(self, name):
+        try:
+            return self._hms[name.lower()]
+        except KeyError:
+            return None
+
+    def ampm(self, name):
+        try:
+            return self._ampm[name.lower()]
+        except KeyError:
+            return None
+
+    def pertain(self, name):
+        return name.lower() in self._pertain
+
+    def utczone(self, name):
+        return name.lower() in self._utczone
+
+    def tzoffset(self, name):
+        if name in self._utczone:
+            return 0
+
+        return self.TZOFFSET.get(name)
+
+    def convertyear(self, year, century_specified=False):
+        """
+        Converts two-digit years to year within [-50, 49]
+        range of self._year (current local time)
+        """
+
+        # Function contract is that the year is always positive
+        assert year >= 0
+
+        if year < 100 and not century_specified:
+            # assume current century to start
+            year += self._century
+
+            if year >= self._year + 50:  # if too far in future
+                year -= 100
+            elif year < self._year - 50:  # if too far in past
+                year += 100
+
+        return year
+
+    def validate(self, res):
+        # move to info
+        if res.year is not None:
+            res.year = self.convertyear(res.year, res.century_specified)
+
+        if ((res.tzoffset == 0 and not res.tzname) or
+             (res.tzname == 'Z' or res.tzname == 'z')):
+            res.tzname = "UTC"
+            res.tzoffset = 0
+        elif res.tzoffset != 0 and res.tzname and self.utczone(res.tzname):
+            res.tzoffset = 0
+        return True
+
+
+class _ymd(list):
+    def __init__(self, *args, **kwargs):
+        super(self.__class__, self).__init__(*args, **kwargs)
+        self.century_specified = False
+        self.dstridx = None
+        self.mstridx = None
+        self.ystridx = None
+
+    @property
+    def has_year(self):
+        return self.ystridx is not None
+
+    @property
+    def has_month(self):
+        return self.mstridx is not None
+
+    @property
+    def has_day(self):
+        return self.dstridx is not None
+
+    def could_be_day(self, value):
+        if self.has_day:
+            return False
+        elif not self.has_month:
+            return 1 <= value <= 31
+        elif not self.has_year:
+            # Be permissive, assume leap year
+            month = self[self.mstridx]
+            return 1 <= value <= monthrange(2000, month)[1]
+        else:
+            month = self[self.mstridx]
+            year = self[self.ystridx]
+            return 1 <= value <= monthrange(year, month)[1]
+
+    def append(self, val, label=None):
+        if hasattr(val, '__len__'):
+            if val.isdigit() and len(val) > 2:
+                self.century_specified = True
+                if label not in [None, 'Y']:  # pragma: no cover
+                    raise ValueError(label)
+                label = 'Y'
+        elif val > 100:
+            self.century_specified = True
+            if label not in [None, 'Y']:  # pragma: no cover
+                raise ValueError(label)
+            label = 'Y'
+
+        super(self.__class__, self).append(int(val))
+
+        if label == 'M':
+            if self.has_month:
+                raise ValueError('Month is already set')
+            self.mstridx = len(self) - 1
+        elif label == 'D':
+            if self.has_day:
+                raise ValueError('Day is already set')
+            self.dstridx = len(self) - 1
+        elif label == 'Y':
+            if self.has_year:
+                raise ValueError('Year is already set')
+            self.ystridx = len(self) - 1
+
+    def _resolve_from_stridxs(self, strids):
+        """
+        Try to resolve the identities of year/month/day elements using
+        ystridx, mstridx, and dstridx, if enough of these are specified.
+        """
+        if len(self) == 3 and len(strids) == 2:
+            # we can back out the remaining stridx value
+            missing = [x for x in range(3) if x not in strids.values()]
+            key = [x for x in ['y', 'm', 'd'] if x not in strids]
+            assert len(missing) == len(key) == 1
+            key = key[0]
+            val = missing[0]
+            strids[key] = val
+
+        assert len(self) == len(strids)  # otherwise this should not be called
+        out = {key: self[strids[key]] for key in strids}
+        return (out.get('y'), out.get('m'), out.get('d'))
+
+    def resolve_ymd(self, yearfirst, dayfirst):
+        len_ymd = len(self)
+        year, month, day = (None, None, None)
+
+        strids = (('y', self.ystridx),
+                  ('m', self.mstridx),
+                  ('d', self.dstridx))
+
+        strids = {key: val for key, val in strids if val is not None}
+        if (len(self) == len(strids) > 0 or
+                (len(self) == 3 and len(strids) == 2)):
+            return self._resolve_from_stridxs(strids)
+
+        mstridx = self.mstridx
+
+        if len_ymd > 3:
+            raise ValueError("More than three YMD values")
+        elif len_ymd == 1 or (mstridx is not None and len_ymd == 2):
+            # One member, or two members with a month string
+            if mstridx is not None:
+                month = self[mstridx]
+                # since mstridx is 0 or 1, self[mstridx-1] always
+                # looks up the other element
+                other = self[mstridx - 1]
+            else:
+                other = self[0]
+
+            if len_ymd > 1 or mstridx is None:
+                if other > 31:
+                    year = other
+                else:
+                    day = other
+
+        elif len_ymd == 2:
+            # Two members with numbers
+            if self[0] > 31:
+                # 99-01
+                year, month = self
+            elif self[1] > 31:
+                # 01-99
+                month, year = self
+            elif dayfirst and self[1] <= 12:
+                # 13-01
+                day, month = self
+            else:
+                # 01-13
+                month, day = self
+
+        elif len_ymd == 3:
+            # Three members
+            if mstridx == 0:
+                if self[1] > 31:
+                    # Apr-2003-25
+                    month, year, day = self
+                else:
+                    month, day, year = self
+            elif mstridx == 1:
+                if self[0] > 31 or (yearfirst and self[2] <= 31):
+                    # 99-Jan-01
+                    year, month, day = self
+                else:
+                    # 01-Jan-01
+                    # Give precedence to day-first, since
+                    # two-digit years is usually hand-written.
+                    day, month, year = self
+
+            elif mstridx == 2:
+                # WTF!?
+                if self[1] > 31:
+                    # 01-99-Jan
+                    day, year, month = self
+                else:
+                    # 99-01-Jan
+                    year, day, month = self
+
+            else:
+                if (self[0] > 31 or
+                    self.ystridx == 0 or
+                        (yearfirst and self[1] <= 12 and self[2] <= 31)):
+                    # 99-01-01
+                    if dayfirst and self[2] <= 12:
+                        year, day, month = self
+                    else:
+                        year, month, day = self
+                elif self[0] > 12 or (dayfirst and self[1] <= 12):
+                    # 13-01-01
+                    day, month, year = self
+                else:
+                    # 01-13-01
+                    month, day, year = self
+
+        return year, month, day
+
+
+class parser(object):
+    def __init__(self, info=None):
+        self.info = info or parserinfo()
+
+    def parse(self, timestr, default=None,
+              ignoretz=False, tzinfos=None, **kwargs):
+        """
+        Parse the date/time string into a :class:`datetime.datetime` object.
+
+        :param timestr:
+            Any date/time string using the supported formats.
+
+        :param default:
+            The default datetime object, if this is a datetime object and not
+            ``None``, elements specified in ``timestr`` replace elements in the
+            default object.
+
+        :param ignoretz:
+            If set ``True``, time zones in parsed strings are ignored and a
+            naive :class:`datetime.datetime` object is returned.
+
+        :param tzinfos:
+            Additional time zone names / aliases which may be present in the
+            string. This argument maps time zone names (and optionally offsets
+            from those time zones) to time zones. This parameter can be a
+            dictionary with timezone aliases mapping time zone names to time
+            zones or a function taking two parameters (``tzname`` and
+            ``tzoffset``) and returning a time zone.
+
+            The timezones to which the names are mapped can be an integer
+            offset from UTC in seconds or a :class:`tzinfo` object.
+
+            .. doctest::
+               :options: +NORMALIZE_WHITESPACE
+
+                >>> from dateutil.parser import parse
+                >>> from dateutil.tz import gettz
+                >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
+                >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
+                datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
+                >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
+                datetime.datetime(2012, 1, 19, 17, 21,
+                                  tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
+
+            This parameter is ignored if ``ignoretz`` is set.
+
+        :param \\*\\*kwargs:
+            Keyword arguments as passed to ``_parse()``.
+
+        :return:
+            Returns a :class:`datetime.datetime` object or, if the
+            ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
+            first element being a :class:`datetime.datetime` object, the second
+            a tuple containing the fuzzy tokens.
+
+        :raises ParserError:
+            Raised for invalid or unknown string format, if the provided
+            :class:`tzinfo` is not in a valid format, or if an invalid date
+            would be created.
+
+        :raises TypeError:
+            Raised for non-string or character stream input.
+
+        :raises OverflowError:
+            Raised if the parsed date exceeds the largest valid C integer on
+            your system.
+        """
+
+        if default is None:
+            default = datetime.datetime.now().replace(hour=0, minute=0,
+                                                      second=0, microsecond=0)
+
+        res, skipped_tokens = self._parse(timestr, **kwargs)
+
+        if res is None:
+            raise ParserError("Unknown string format: %s", timestr)
+
+        if len(res) == 0:
+            raise ParserError("String does not contain a date: %s", timestr)
+
+        try:
+            ret = self._build_naive(res, default)
+        except ValueError as e:
+            six.raise_from(ParserError(str(e) + ": %s", timestr), e)
+
+        if not ignoretz:
+            ret = self._build_tzaware(ret, res, tzinfos)
+
+        if kwargs.get('fuzzy_with_tokens', False):
+            return ret, skipped_tokens
+        else:
+            return ret
+
+    class _result(_resultbase):
+        __slots__ = ["year", "month", "day", "weekday",
+                     "hour", "minute", "second", "microsecond",
+                     "tzname", "tzoffset", "ampm","any_unused_tokens"]
+
+    def _parse(self, timestr, dayfirst=None, yearfirst=None, fuzzy=False,
+               fuzzy_with_tokens=False):
+        """
+        Private method which performs the heavy lifting of parsing, called from
+        ``parse()``, which passes on its ``kwargs`` to this function.
+
+        :param timestr:
+            The string to parse.
+
+        :param dayfirst:
+            Whether to interpret the first value in an ambiguous 3-integer date
+            (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+            ``yearfirst`` is set to ``True``, this distinguishes between YDM
+            and YMD. If set to ``None``, this value is retrieved from the
+            current :class:`parserinfo` object (which itself defaults to
+            ``False``).
+
+        :param yearfirst:
+            Whether to interpret the first value in an ambiguous 3-integer date
+            (e.g. 01/05/09) as the year. If ``True``, the first number is taken
+            to be the year, otherwise the last number is taken to be the year.
+            If this is set to ``None``, the value is retrieved from the current
+            :class:`parserinfo` object (which itself defaults to ``False``).
+
+        :param fuzzy:
+            Whether to allow fuzzy parsing, allowing for string like "Today is
+            January 1, 2047 at 8:21:00AM".
+
+        :param fuzzy_with_tokens:
+            If ``True``, ``fuzzy`` is automatically set to True, and the parser
+            will return a tuple where the first element is the parsed
+            :class:`datetime.datetime` datetimestamp and the second element is
+            a tuple containing the portions of the string which were ignored:
+
+            .. doctest::
+
+                >>> from dateutil.parser import parse
+                >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
+                (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
+
+        """
+        if fuzzy_with_tokens:
+            fuzzy = True
+
+        info = self.info
+
+        if dayfirst is None:
+            dayfirst = info.dayfirst
+
+        if yearfirst is None:
+            yearfirst = info.yearfirst
+
+        res = self._result()
+        l = _timelex.split(timestr)         # Splits the timestr into tokens
+
+        skipped_idxs = []
+
+        # year/month/day list
+        ymd = _ymd()
+
+        len_l = len(l)
+        i = 0
+        try:
+            while i < len_l:
+
+                # Check if it's a number
+                value_repr = l[i]
+                try:
+                    value = float(value_repr)
+                except ValueError:
+                    value = None
+
+                if value is not None:
+                    # Numeric token
+                    i = self._parse_numeric_token(l, i, info, ymd, res, fuzzy)
+
+                # Check weekday
+                elif info.weekday(l[i]) is not None:
+                    value = info.weekday(l[i])
+                    res.weekday = value
+
+                # Check month name
+                elif info.month(l[i]) is not None:
+                    value = info.month(l[i])
+                    ymd.append(value, 'M')
+
+                    if i + 1 < len_l:
+                        if l[i + 1] in ('-', '/'):
+                            # Jan-01[-99]
+                            sep = l[i + 1]
+                            ymd.append(l[i + 2])
+
+                            if i + 3 < len_l and l[i + 3] == sep:
+                                # Jan-01-99
+                                ymd.append(l[i + 4])
+                                i += 2
+
+                            i += 2
+
+                        elif (i + 4 < len_l and l[i + 1] == l[i + 3] == ' ' and
+                              info.pertain(l[i + 2])):
+                            # Jan of 01
+                            # In this case, 01 is clearly year
+                            if l[i + 4].isdigit():
+                                # Convert it here to become unambiguous
+                                value = int(l[i + 4])
+                                year = str(info.convertyear(value))
+                                ymd.append(year, 'Y')
+                            else:
+                                # Wrong guess
+                                pass
+                                # TODO: not hit in tests
+                            i += 4
+
+                # Check am/pm
+                elif info.ampm(l[i]) is not None:
+                    value = info.ampm(l[i])
+                    val_is_ampm = self._ampm_valid(res.hour, res.ampm, fuzzy)
+
+                    if val_is_ampm:
+                        res.hour = self._adjust_ampm(res.hour, value)
+                        res.ampm = value
+
+                    elif fuzzy:
+                        skipped_idxs.append(i)
+
+                # Check for a timezone name
+                elif self._could_be_tzname(res.hour, res.tzname, res.tzoffset, l[i]):
+                    res.tzname = l[i]
+                    res.tzoffset = info.tzoffset(res.tzname)
+
+                    # Check for something like GMT+3, or BRST+3. Notice
+                    # that it doesn't mean "I am 3 hours after GMT", but
+                    # "my time +3 is GMT". If found, we reverse the
+                    # logic so that timezone parsing code will get it
+                    # right.
+                    if i + 1 < len_l and l[i + 1] in ('+', '-'):
+                        l[i + 1] = ('+', '-')[l[i + 1] == '+']
+                        res.tzoffset = None
+                        if info.utczone(res.tzname):
+                            # With something like GMT+3, the timezone
+                            # is *not* GMT.
+                            res.tzname = None
+
+                # Check for a numbered timezone
+                elif res.hour is not None and l[i] in ('+', '-'):
+                    signal = (-1, 1)[l[i] == '+']
+                    len_li = len(l[i + 1])
+
+                    # TODO: check that l[i + 1] is integer?
+                    if len_li == 4:
+                        # -0300
+                        hour_offset = int(l[i + 1][:2])
+                        min_offset = int(l[i + 1][2:])
+                    elif i + 2 < len_l and l[i + 2] == ':':
+                        # -03:00
+                        hour_offset = int(l[i + 1])
+                        min_offset = int(l[i + 3])  # TODO: Check that l[i+3] is minute-like?
+                        i += 2
+                    elif len_li <= 2:
+                        # -[0]3
+                        hour_offset = int(l[i + 1][:2])
+                        min_offset = 0
+                    else:
+                        raise ValueError(timestr)
+
+                    res.tzoffset = signal * (hour_offset * 3600 + min_offset * 60)
+
+                    # Look for a timezone name between parenthesis
+                    if (i + 5 < len_l and
+                            info.jump(l[i + 2]) and l[i + 3] == '(' and
+                            l[i + 5] == ')' and
+                            3 <= len(l[i + 4]) and
+                            self._could_be_tzname(res.hour, res.tzname,
+                                                  None, l[i + 4])):
+                        # -0300 (BRST)
+                        res.tzname = l[i + 4]
+                        i += 4
+
+                    i += 1
+
+                # Check jumps
+                elif not (info.jump(l[i]) or fuzzy):
+                    raise ValueError(timestr)
+
+                else:
+                    skipped_idxs.append(i)
+                i += 1
+
+            # Process year/month/day
+            year, month, day = ymd.resolve_ymd(yearfirst, dayfirst)
+
+            res.century_specified = ymd.century_specified
+            res.year = year
+            res.month = month
+            res.day = day
+
+        except (IndexError, ValueError):
+            return None, None
+
+        if not info.validate(res):
+            return None, None
+
+        if fuzzy_with_tokens:
+            skipped_tokens = self._recombine_skipped(l, skipped_idxs)
+            return res, tuple(skipped_tokens)
+        else:
+            return res, None
+
+    def _parse_numeric_token(self, tokens, idx, info, ymd, res, fuzzy):
+        # Token is a number
+        value_repr = tokens[idx]
+        try:
+            value = self._to_decimal(value_repr)
+        except Exception as e:
+            six.raise_from(ValueError('Unknown numeric token'), e)
+
+        len_li = len(value_repr)
+
+        len_l = len(tokens)
+
+        if (len(ymd) == 3 and len_li in (2, 4) and
+            res.hour is None and
+            (idx + 1 >= len_l or
+             (tokens[idx + 1] != ':' and
+              info.hms(tokens[idx + 1]) is None))):
+            # 19990101T23[59]
+            s = tokens[idx]
+            res.hour = int(s[:2])
+
+            if len_li == 4:
+                res.minute = int(s[2:])
+
+        elif len_li == 6 or (len_li > 6 and tokens[idx].find('.') == 6):
+            # YYMMDD or HHMMSS[.ss]
+            s = tokens[idx]
+
+            if not ymd and '.' not in tokens[idx]:
+                ymd.append(s[:2])
+                ymd.append(s[2:4])
+                ymd.append(s[4:])
+            else:
+                # 19990101T235959[.59]
+
+                # TODO: Check if res attributes already set.
+                res.hour = int(s[:2])
+                res.minute = int(s[2:4])
+                res.second, res.microsecond = self._parsems(s[4:])
+
+        elif len_li in (8, 12, 14):
+            # YYYYMMDD
+            s = tokens[idx]
+            ymd.append(s[:4], 'Y')
+            ymd.append(s[4:6])
+            ymd.append(s[6:8])
+
+            if len_li > 8:
+                res.hour = int(s[8:10])
+                res.minute = int(s[10:12])
+
+                if len_li > 12:
+                    res.second = int(s[12:])
+
+        elif self._find_hms_idx(idx, tokens, info, allow_jump=True) is not None:
+            # HH[ ]h or MM[ ]m or SS[.ss][ ]s
+            hms_idx = self._find_hms_idx(idx, tokens, info, allow_jump=True)
+            (idx, hms) = self._parse_hms(idx, tokens, info, hms_idx)
+            if hms is not None:
+                # TODO: checking that hour/minute/second are not
+                # already set?
+                self._assign_hms(res, value_repr, hms)
+
+        elif idx + 2 < len_l and tokens[idx + 1] == ':':
+            # HH:MM[:SS[.ss]]
+            res.hour = int(value)
+            value = self._to_decimal(tokens[idx + 2])  # TODO: try/except for this?
+            (res.minute, res.second) = self._parse_min_sec(value)
+
+            if idx + 4 < len_l and tokens[idx + 3] == ':':
+                res.second, res.microsecond = self._parsems(tokens[idx + 4])
+
+                idx += 2
+
+            idx += 2
+
+        elif idx + 1 < len_l and tokens[idx + 1] in ('-', '/', '.'):
+            sep = tokens[idx + 1]
+            ymd.append(value_repr)
+
+            if idx + 2 < len_l and not info.jump(tokens[idx + 2]):
+                if tokens[idx + 2].isdigit():
+                    # 01-01[-01]
+                    ymd.append(tokens[idx + 2])
+                else:
+                    # 01-Jan[-01]
+                    value = info.month(tokens[idx + 2])
+
+                    if value is not None:
+                        ymd.append(value, 'M')
+                    else:
+                        raise ValueError()
+
+                if idx + 3 < len_l and tokens[idx + 3] == sep:
+                    # We have three members
+                    value = info.month(tokens[idx + 4])
+
+                    if value is not None:
+                        ymd.append(value, 'M')
+                    else:
+                        ymd.append(tokens[idx + 4])
+                    idx += 2
+
+                idx += 1
+            idx += 1
+
+        elif idx + 1 >= len_l or info.jump(tokens[idx + 1]):
+            if idx + 2 < len_l and info.ampm(tokens[idx + 2]) is not None:
+                # 12 am
+                hour = int(value)
+                res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 2]))
+                idx += 1
+            else:
+                # Year, month or day
+                ymd.append(value)
+            idx += 1
+
+        elif info.ampm(tokens[idx + 1]) is not None and (0 <= value < 24):
+            # 12am
+            hour = int(value)
+            res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 1]))
+            idx += 1
+
+        elif ymd.could_be_day(value):
+            ymd.append(value)
+
+        elif not fuzzy:
+            raise ValueError()
+
+        return idx
+
+    def _find_hms_idx(self, idx, tokens, info, allow_jump):
+        len_l = len(tokens)
+
+        if idx+1 < len_l and info.hms(tokens[idx+1]) is not None:
+            # There is an "h", "m", or "s" label following this token.  We take
+            # assign the upcoming label to the current token.
+            # e.g. the "12" in 12h"
+            hms_idx = idx + 1
+
+        elif (allow_jump and idx+2 < len_l and tokens[idx+1] == ' ' and
+              info.hms(tokens[idx+2]) is not None):
+            # There is a space and then an "h", "m", or "s" label.
+            # e.g. the "12" in "12 h"
+            hms_idx = idx + 2
+
+        elif idx > 0 and info.hms(tokens[idx-1]) is not None:
+            # There is a "h", "m", or "s" preceding this token.  Since neither
+            # of the previous cases was hit, there is no label following this
+            # token, so we use the previous label.
+            # e.g. the "04" in "12h04"
+            hms_idx = idx-1
+
+        elif (1 < idx == len_l-1 and tokens[idx-1] == ' ' and
+              info.hms(tokens[idx-2]) is not None):
+            # If we are looking at the final token, we allow for a
+            # backward-looking check to skip over a space.
+            # TODO: Are we sure this is the right condition here?
+            hms_idx = idx - 2
+
+        else:
+            hms_idx = None
+
+        return hms_idx
+
+    def _assign_hms(self, res, value_repr, hms):
+        # See GH issue #427, fixing float rounding
+        value = self._to_decimal(value_repr)
+
+        if hms == 0:
+            # Hour
+            res.hour = int(value)
+            if value % 1:
+                res.minute = int(60*(value % 1))
+
+        elif hms == 1:
+            (res.minute, res.second) = self._parse_min_sec(value)
+
+        elif hms == 2:
+            (res.second, res.microsecond) = self._parsems(value_repr)
+
+    def _could_be_tzname(self, hour, tzname, tzoffset, token):
+        return (hour is not None and
+                tzname is None and
+                tzoffset is None and
+                len(token) <= 5 and
+                (all(x in string.ascii_uppercase for x in token)
+                 or token in self.info.UTCZONE))
+
+    def _ampm_valid(self, hour, ampm, fuzzy):
+        """
+        For fuzzy parsing, 'a' or 'am' (both valid English words)
+        may erroneously trigger the AM/PM flag. Deal with that
+        here.
+        """
+        val_is_ampm = True
+
+        # If there's already an AM/PM flag, this one isn't one.
+        if fuzzy and ampm is not None:
+            val_is_ampm = False
+
+        # If AM/PM is found and hour is not, raise a ValueError
+        if hour is None:
+            if fuzzy:
+                val_is_ampm = False
+            else:
+                raise ValueError('No hour specified with AM or PM flag.')
+        elif not 0 <= hour <= 12:
+            # If AM/PM is found, it's a 12 hour clock, so raise
+            # an error for invalid range
+            if fuzzy:
+                val_is_ampm = False
+            else:
+                raise ValueError('Invalid hour specified for 12-hour clock.')
+
+        return val_is_ampm
+
+    def _adjust_ampm(self, hour, ampm):
+        if hour < 12 and ampm == 1:
+            hour += 12
+        elif hour == 12 and ampm == 0:
+            hour = 0
+        return hour
+
+    def _parse_min_sec(self, value):
+        # TODO: Every usage of this function sets res.second to the return
+        # value. Are there any cases where second will be returned as None and
+        # we *don't* want to set res.second = None?
+        minute = int(value)
+        second = None
+
+        sec_remainder = value % 1
+        if sec_remainder:
+            second = int(60 * sec_remainder)
+        return (minute, second)
+
+    def _parse_hms(self, idx, tokens, info, hms_idx):
+        # TODO: Is this going to admit a lot of false-positives for when we
+        # just happen to have digits and "h", "m" or "s" characters in non-date
+        # text?  I guess hex hashes won't have that problem, but there's plenty
+        # of random junk out there.
+        if hms_idx is None:
+            hms = None
+            new_idx = idx
+        elif hms_idx > idx:
+            hms = info.hms(tokens[hms_idx])
+            new_idx = hms_idx
+        else:
+            # Looking backwards, increment one.
+            hms = info.hms(tokens[hms_idx]) + 1
+            new_idx = idx
+
+        return (new_idx, hms)
+
+    # ------------------------------------------------------------------
+    # Handling for individual tokens.  These are kept as methods instead
+    #  of functions for the sake of customizability via subclassing.
+
+    def _parsems(self, value):
+        """Parse a I[.F] seconds value into (seconds, microseconds)."""
+        if "." not in value:
+            return int(value), 0
+        else:
+            i, f = value.split(".")
+            return int(i), int(f.ljust(6, "0")[:6])
+
+    def _to_decimal(self, val):
+        try:
+            decimal_value = Decimal(val)
+            # See GH 662, edge case, infinite value should not be converted
+            #  via `_to_decimal`
+            if not decimal_value.is_finite():
+                raise ValueError("Converted decimal value is infinite or NaN")
+        except Exception as e:
+            msg = "Could not convert %s to decimal" % val
+            six.raise_from(ValueError(msg), e)
+        else:
+            return decimal_value
+
+    # ------------------------------------------------------------------
+    # Post-Parsing construction of datetime output.  These are kept as
+    #  methods instead of functions for the sake of customizability via
+    #  subclassing.
+
+    def _build_tzinfo(self, tzinfos, tzname, tzoffset):
+        if callable(tzinfos):
+            tzdata = tzinfos(tzname, tzoffset)
+        else:
+            tzdata = tzinfos.get(tzname)
+        # handle case where tzinfo is paased an options that returns None
+        # eg tzinfos = {'BRST' : None}
+        if isinstance(tzdata, datetime.tzinfo) or tzdata is None:
+            tzinfo = tzdata
+        elif isinstance(tzdata, text_type):
+            tzinfo = tz.tzstr(tzdata)
+        elif isinstance(tzdata, integer_types):
+            tzinfo = tz.tzoffset(tzname, tzdata)
+        else:
+            raise TypeError("Offset must be tzinfo subclass, tz string, "
+                            "or int offset.")
+        return tzinfo
+
+    def _build_tzaware(self, naive, res, tzinfos):
+        if (callable(tzinfos) or (tzinfos and res.tzname in tzinfos)):
+            tzinfo = self._build_tzinfo(tzinfos, res.tzname, res.tzoffset)
+            aware = naive.replace(tzinfo=tzinfo)
+            aware = self._assign_tzname(aware, res.tzname)
+
+        elif res.tzname and res.tzname in time.tzname:
+            aware = naive.replace(tzinfo=tz.tzlocal())
+
+            # Handle ambiguous local datetime
+            aware = self._assign_tzname(aware, res.tzname)
+
+            # This is mostly relevant for winter GMT zones parsed in the UK
+            if (aware.tzname() != res.tzname and
+                    res.tzname in self.info.UTCZONE):
+                aware = aware.replace(tzinfo=tz.UTC)
+
+        elif res.tzoffset == 0:
+            aware = naive.replace(tzinfo=tz.UTC)
+
+        elif res.tzoffset:
+            aware = naive.replace(tzinfo=tz.tzoffset(res.tzname, res.tzoffset))
+
+        elif not res.tzname and not res.tzoffset:
+            # i.e. no timezone information was found.
+            aware = naive
+
+        elif res.tzname:
+            # tz-like string was parsed but we don't know what to do
+            # with it
+            warnings.warn("tzname {tzname} identified but not understood.  "
+                          "Pass `tzinfos` argument in order to correctly "
+                          "return a timezone-aware datetime.  In a future "
+                          "version, this will raise an "
+                          "exception.".format(tzname=res.tzname),
+                          category=UnknownTimezoneWarning)
+            aware = naive
+
+        return aware
+
+    def _build_naive(self, res, default):
+        repl = {}
+        for attr in ("year", "month", "day", "hour",
+                     "minute", "second", "microsecond"):
+            value = getattr(res, attr)
+            if value is not None:
+                repl[attr] = value
+
+        if 'day' not in repl:
+            # If the default day exceeds the last day of the month, fall back
+            # to the end of the month.
+            cyear = default.year if res.year is None else res.year
+            cmonth = default.month if res.month is None else res.month
+            cday = default.day if res.day is None else res.day
+
+            if cday > monthrange(cyear, cmonth)[1]:
+                repl['day'] = monthrange(cyear, cmonth)[1]
+
+        naive = default.replace(**repl)
+
+        if res.weekday is not None and not res.day:
+            naive = naive + relativedelta.relativedelta(weekday=res.weekday)
+
+        return naive
+
+    def _assign_tzname(self, dt, tzname):
+        if dt.tzname() != tzname:
+            new_dt = tz.enfold(dt, fold=1)
+            if new_dt.tzname() == tzname:
+                return new_dt
+
+        return dt
+
+    def _recombine_skipped(self, tokens, skipped_idxs):
+        """
+        >>> tokens = ["foo", " ", "bar", " ", "19June2000", "baz"]
+        >>> skipped_idxs = [0, 1, 2, 5]
+        >>> _recombine_skipped(tokens, skipped_idxs)
+        ["foo bar", "baz"]
+        """
+        skipped_tokens = []
+        for i, idx in enumerate(sorted(skipped_idxs)):
+            if i > 0 and idx - 1 == skipped_idxs[i - 1]:
+                skipped_tokens[-1] = skipped_tokens[-1] + tokens[idx]
+            else:
+                skipped_tokens.append(tokens[idx])
+
+        return skipped_tokens
+
+
+DEFAULTPARSER = parser()
+
+
+def parse(timestr, parserinfo=None, **kwargs):
+    """
+
+    Parse a string in one of the supported formats, using the
+    ``parserinfo`` parameters.
+
+    :param timestr:
+        A string containing a date/time stamp.
+
+    :param parserinfo:
+        A :class:`parserinfo` object containing parameters for the parser.
+        If ``None``, the default arguments to the :class:`parserinfo`
+        constructor are used.
+
+    The ``**kwargs`` parameter takes the following keyword arguments:
+
+    :param default:
+        The default datetime object, if this is a datetime object and not
+        ``None``, elements specified in ``timestr`` replace elements in the
+        default object.
+
+    :param ignoretz:
+        If set ``True``, time zones in parsed strings are ignored and a naive
+        :class:`datetime` object is returned.
+
+    :param tzinfos:
+        Additional time zone names / aliases which may be present in the
+        string. This argument maps time zone names (and optionally offsets
+        from those time zones) to time zones. This parameter can be a
+        dictionary with timezone aliases mapping time zone names to time
+        zones or a function taking two parameters (``tzname`` and
+        ``tzoffset``) and returning a time zone.
+
+        The timezones to which the names are mapped can be an integer
+        offset from UTC in seconds or a :class:`tzinfo` object.
+
+        .. doctest::
+           :options: +NORMALIZE_WHITESPACE
+
+            >>> from dateutil.parser import parse
+            >>> from dateutil.tz import gettz
+            >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
+            >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
+            datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
+            >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
+            datetime.datetime(2012, 1, 19, 17, 21,
+                              tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
+
+        This parameter is ignored if ``ignoretz`` is set.
+
+    :param dayfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+        ``yearfirst`` is set to ``True``, this distinguishes between YDM and
+        YMD. If set to ``None``, this value is retrieved from the current
+        :class:`parserinfo` object (which itself defaults to ``False``).
+
+    :param yearfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the year. If ``True``, the first number is taken to
+        be the year, otherwise the last number is taken to be the year. If
+        this is set to ``None``, the value is retrieved from the current
+        :class:`parserinfo` object (which itself defaults to ``False``).
+
+    :param fuzzy:
+        Whether to allow fuzzy parsing, allowing for string like "Today is
+        January 1, 2047 at 8:21:00AM".
+
+    :param fuzzy_with_tokens:
+        If ``True``, ``fuzzy`` is automatically set to True, and the parser
+        will return a tuple where the first element is the parsed
+        :class:`datetime.datetime` datetimestamp and the second element is
+        a tuple containing the portions of the string which were ignored:
+
+        .. doctest::
+
+            >>> from dateutil.parser import parse
+            >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
+            (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
+
+    :return:
+        Returns a :class:`datetime.datetime` object or, if the
+        ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
+        first element being a :class:`datetime.datetime` object, the second
+        a tuple containing the fuzzy tokens.
+
+    :raises ParserError:
+        Raised for invalid or unknown string formats, if the provided
+        :class:`tzinfo` is not in a valid format, or if an invalid date would
+        be created.
+
+    :raises OverflowError:
+        Raised if the parsed date exceeds the largest valid C integer on
+        your system.
+    """
+    if parserinfo:
+        return parser(parserinfo).parse(timestr, **kwargs)
+    else:
+        return DEFAULTPARSER.parse(timestr, **kwargs)
+
+
+class _tzparser(object):
+
+    class _result(_resultbase):
+
+        __slots__ = ["stdabbr", "stdoffset", "dstabbr", "dstoffset",
+                     "start", "end"]
+
+        class _attr(_resultbase):
+            __slots__ = ["month", "week", "weekday",
+                         "yday", "jyday", "day", "time"]
+
+        def __repr__(self):
+            return self._repr("")
+
+        def __init__(self):
+            _resultbase.__init__(self)
+            self.start = self._attr()
+            self.end = self._attr()
+
+    def parse(self, tzstr):
+        res = self._result()
+        l = [x for x in re.split(r'([,:.]|[a-zA-Z]+|[0-9]+)',tzstr) if x]
+        used_idxs = list()
+        try:
+
+            len_l = len(l)
+
+            i = 0
+            while i < len_l:
+                # BRST+3[BRDT[+2]]
+                j = i
+                while j < len_l and not [x for x in l[j]
+                                         if x in "0123456789:,-+"]:
+                    j += 1
+                if j != i:
+                    if not res.stdabbr:
+                        offattr = "stdoffset"
+                        res.stdabbr = "".join(l[i:j])
+                    else:
+                        offattr = "dstoffset"
+                        res.dstabbr = "".join(l[i:j])
+
+                    for ii in range(j):
+                        used_idxs.append(ii)
+                    i = j
+                    if (i < len_l and (l[i] in ('+', '-') or l[i][0] in
+                                       "0123456789")):
+                        if l[i] in ('+', '-'):
+                            # Yes, that's right.  See the TZ variable
+                            # documentation.
+                            signal = (1, -1)[l[i] == '+']
+                            used_idxs.append(i)
+                            i += 1
+                        else:
+                            signal = -1
+                        len_li = len(l[i])
+                        if len_li == 4:
+                            # -0300
+                            setattr(res, offattr, (int(l[i][:2]) * 3600 +
+                                                   int(l[i][2:]) * 60) * signal)
+                        elif i + 1 < len_l and l[i + 1] == ':':
+                            # -03:00
+                            setattr(res, offattr,
+                                    (int(l[i]) * 3600 +
+                                     int(l[i + 2]) * 60) * signal)
+                            used_idxs.append(i)
+                            i += 2
+                        elif len_li <= 2:
+                            # -[0]3
+                            setattr(res, offattr,
+                                    int(l[i][:2]) * 3600 * signal)
+                        else:
+                            return None
+                        used_idxs.append(i)
+                        i += 1
+                    if res.dstabbr:
+                        break
+                else:
+                    break
+
+
+            if i < len_l:
+                for j in range(i, len_l):
+                    if l[j] == ';':
+                        l[j] = ','
+
+                assert l[i] == ','
+
+                i += 1
+
+            if i >= len_l:
+                pass
+            elif (8 <= l.count(',') <= 9 and
+                  not [y for x in l[i:] if x != ','
+                       for y in x if y not in "0123456789+-"]):
+                # GMT0BST,3,0,30,3600,10,0,26,7200[,3600]
+                for x in (res.start, res.end):
+                    x.month = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    if l[i] == '-':
+                        value = int(l[i + 1]) * -1
+                        used_idxs.append(i)
+                        i += 1
+                    else:
+                        value = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    if value:
+                        x.week = value
+                        x.weekday = (int(l[i]) - 1) % 7
+                    else:
+                        x.day = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    x.time = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                if i < len_l:
+                    if l[i] in ('-', '+'):
+                        signal = (-1, 1)[l[i] == "+"]
+                        used_idxs.append(i)
+                        i += 1
+                    else:
+                        signal = 1
+                    used_idxs.append(i)
+                    res.dstoffset = (res.stdoffset + int(l[i]) * signal)
+
+                # This was a made-up format that is not in normal use
+                warn(('Parsed time zone "%s"' % tzstr) +
+                     'is in a non-standard dateutil-specific format, which ' +
+                     'is now deprecated; support for parsing this format ' +
+                     'will be removed in future versions. It is recommended ' +
+                     'that you switch to a standard format like the GNU ' +
+                     'TZ variable format.', tz.DeprecatedTzFormatWarning)
+            elif (l.count(',') == 2 and l[i:].count('/') <= 2 and
+                  not [y for x in l[i:] if x not in (',', '/', 'J', 'M',
+                                                     '.', '-', ':')
+                       for y in x if y not in "0123456789"]):
+                for x in (res.start, res.end):
+                    if l[i] == 'J':
+                        # non-leap year day (1 based)
+                        used_idxs.append(i)
+                        i += 1
+                        x.jyday = int(l[i])
+                    elif l[i] == 'M':
+                        # month[-.]week[-.]weekday
+                        used_idxs.append(i)
+                        i += 1
+                        x.month = int(l[i])
+                        used_idxs.append(i)
+                        i += 1
+                        assert l[i] in ('-', '.')
+                        used_idxs.append(i)
+                        i += 1
+                        x.week = int(l[i])
+                        if x.week == 5:
+                            x.week = -1
+                        used_idxs.append(i)
+                        i += 1
+                        assert l[i] in ('-', '.')
+                        used_idxs.append(i)
+                        i += 1
+                        x.weekday = (int(l[i]) - 1) % 7
+                    else:
+                        # year day (zero based)
+                        x.yday = int(l[i]) + 1
+
+                    used_idxs.append(i)
+                    i += 1
+
+                    if i < len_l and l[i] == '/':
+                        used_idxs.append(i)
+                        i += 1
+                        # start time
+                        len_li = len(l[i])
+                        if len_li == 4:
+                            # -0300
+                            x.time = (int(l[i][:2]) * 3600 +
+                                      int(l[i][2:]) * 60)
+                        elif i + 1 < len_l and l[i + 1] == ':':
+                            # -03:00
+                            x.time = int(l[i]) * 3600 + int(l[i + 2]) * 60
+                            used_idxs.append(i)
+                            i += 2
+                            if i + 1 < len_l and l[i + 1] == ':':
+                                used_idxs.append(i)
+                                i += 2
+                                x.time += int(l[i])
+                        elif len_li <= 2:
+                            # -[0]3
+                            x.time = (int(l[i][:2]) * 3600)
+                        else:
+                            return None
+                        used_idxs.append(i)
+                        i += 1
+
+                    assert i == len_l or l[i] == ','
+
+                    i += 1
+
+                assert i >= len_l
+
+        except (IndexError, ValueError, AssertionError):
+            return None
+
+        unused_idxs = set(range(len_l)).difference(used_idxs)
+        res.any_unused_tokens = not {l[n] for n in unused_idxs}.issubset({",",":"})
+        return res
+
+
+DEFAULTTZPARSER = _tzparser()
+
+
+def _parsetz(tzstr):
+    return DEFAULTTZPARSER.parse(tzstr)
+
+
+class ParserError(ValueError):
+    """Exception subclass used for any failure to parse a datetime string.
+
+    This is a subclass of :py:exc:`ValueError`, and should be raised any time
+    earlier versions of ``dateutil`` would have raised ``ValueError``.
+
+    .. versionadded:: 2.8.1
+    """
+    def __str__(self):
+        try:
+            return self.args[0] % self.args[1:]
+        except (TypeError, IndexError):
+            return super(ParserError, self).__str__()
+
+    def __repr__(self):
+        args = ", ".join("'%s'" % arg for arg in self.args)
+        return "%s(%s)" % (self.__class__.__name__, args)
+
+
+class UnknownTimezoneWarning(RuntimeWarning):
+    """Raised when the parser finds a timezone it cannot parse into a tzinfo.
+
+    .. versionadded:: 2.7.0
+    """
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/isoparser.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/isoparser.py
new file mode 100644
index 000000000..7060087df
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/isoparser.py
@@ -0,0 +1,416 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a parser for ISO-8601 strings
+
+It is intended to support all valid date, time and datetime formats per the
+ISO-8601 specification.
+
+..versionadded:: 2.7.0
+"""
+from datetime import datetime, timedelta, time, date
+import calendar
+from dateutil import tz
+
+from functools import wraps
+
+import re
+import six
+
+__all__ = ["isoparse", "isoparser"]
+
+
+def _takes_ascii(f):
+    @wraps(f)
+    def func(self, str_in, *args, **kwargs):
+        # If it's a stream, read the whole thing
+        str_in = getattr(str_in, 'read', lambda: str_in)()
+
+        # If it's unicode, turn it into bytes, since ISO-8601 only covers ASCII
+        if isinstance(str_in, six.text_type):
+            # ASCII is the same in UTF-8
+            try:
+                str_in = str_in.encode('ascii')
+            except UnicodeEncodeError as e:
+                msg = 'ISO-8601 strings should contain only ASCII characters'
+                six.raise_from(ValueError(msg), e)
+
+        return f(self, str_in, *args, **kwargs)
+
+    return func
+
+
+class isoparser(object):
+    def __init__(self, sep=None):
+        """
+        :param sep:
+            A single character that separates date and time portions. If
+            ``None``, the parser will accept any single character.
+            For strict ISO-8601 adherence, pass ``'T'``.
+        """
+        if sep is not None:
+            if (len(sep) != 1 or ord(sep) >= 128 or sep in '0123456789'):
+                raise ValueError('Separator must be a single, non-numeric ' +
+                                 'ASCII character')
+
+            sep = sep.encode('ascii')
+
+        self._sep = sep
+
+    @_takes_ascii
+    def isoparse(self, dt_str):
+        """
+        Parse an ISO-8601 datetime string into a :class:`datetime.datetime`.
+
+        An ISO-8601 datetime string consists of a date portion, followed
+        optionally by a time portion - the date and time portions are separated
+        by a single character separator, which is ``T`` in the official
+        standard. Incomplete date formats (such as ``YYYY-MM``) may *not* be
+        combined with a time portion.
+
+        Supported date formats are:
+
+        Common:
+
+        - ``YYYY``
+        - ``YYYY-MM``
+        - ``YYYY-MM-DD`` or ``YYYYMMDD``
+
+        Uncommon:
+
+        - ``YYYY-Www`` or ``YYYYWww`` - ISO week (day defaults to 0)
+        - ``YYYY-Www-D`` or ``YYYYWwwD`` - ISO week and day
+
+        The ISO week and day numbering follows the same logic as
+        :func:`datetime.date.isocalendar`.
+
+        Supported time formats are:
+
+        - ``hh``
+        - ``hh:mm`` or ``hhmm``
+        - ``hh:mm:ss`` or ``hhmmss``
+        - ``hh:mm:ss.ssssss`` (Up to 6 sub-second digits)
+
+        Midnight is a special case for `hh`, as the standard supports both
+        00:00 and 24:00 as a representation. The decimal separator can be
+        either a dot or a comma.
+
+
+        .. caution::
+
+            Support for fractional components other than seconds is part of the
+            ISO-8601 standard, but is not currently implemented in this parser.
+
+        Supported time zone offset formats are:
+
+        - `Z` (UTC)
+        - `±HH:MM`
+        - `±HHMM`
+        - `±HH`
+
+        Offsets will be represented as :class:`dateutil.tz.tzoffset` objects,
+        with the exception of UTC, which will be represented as
+        :class:`dateutil.tz.tzutc`. Time zone offsets equivalent to UTC (such
+        as `+00:00`) will also be represented as :class:`dateutil.tz.tzutc`.
+
+        :param dt_str:
+            A string or stream containing only an ISO-8601 datetime string
+
+        :return:
+            Returns a :class:`datetime.datetime` representing the string.
+            Unspecified components default to their lowest value.
+
+        .. warning::
+
+            As of version 2.7.0, the strictness of the parser should not be
+            considered a stable part of the contract. Any valid ISO-8601 string
+            that parses correctly with the default settings will continue to
+            parse correctly in future versions, but invalid strings that
+            currently fail (e.g. ``2017-01-01T00:00+00:00:00``) are not
+            guaranteed to continue failing in future versions if they encode
+            a valid date.
+
+        .. versionadded:: 2.7.0
+        """
+        components, pos = self._parse_isodate(dt_str)
+
+        if len(dt_str) > pos:
+            if self._sep is None or dt_str[pos:pos + 1] == self._sep:
+                components += self._parse_isotime(dt_str[pos + 1:])
+            else:
+                raise ValueError('String contains unknown ISO components')
+
+        if len(components) > 3 and components[3] == 24:
+            components[3] = 0
+            return datetime(*components) + timedelta(days=1)
+
+        return datetime(*components)
+
+    @_takes_ascii
+    def parse_isodate(self, datestr):
+        """
+        Parse the date portion of an ISO string.
+
+        :param datestr:
+            The string portion of an ISO string, without a separator
+
+        :return:
+            Returns a :class:`datetime.date` object
+        """
+        components, pos = self._parse_isodate(datestr)
+        if pos < len(datestr):
+            raise ValueError('String contains unknown ISO ' +
+                             'components: {!r}'.format(datestr.decode('ascii')))
+        return date(*components)
+
+    @_takes_ascii
+    def parse_isotime(self, timestr):
+        """
+        Parse the time portion of an ISO string.
+
+        :param timestr:
+            The time portion of an ISO string, without a separator
+
+        :return:
+            Returns a :class:`datetime.time` object
+        """
+        components = self._parse_isotime(timestr)
+        if components[0] == 24:
+            components[0] = 0
+        return time(*components)
+
+    @_takes_ascii
+    def parse_tzstr(self, tzstr, zero_as_utc=True):
+        """
+        Parse a valid ISO time zone string.
+
+        See :func:`isoparser.isoparse` for details on supported formats.
+
+        :param tzstr:
+            A string representing an ISO time zone offset
+
+        :param zero_as_utc:
+            Whether to return :class:`dateutil.tz.tzutc` for zero-offset zones
+
+        :return:
+            Returns :class:`dateutil.tz.tzoffset` for offsets and
+            :class:`dateutil.tz.tzutc` for ``Z`` and (if ``zero_as_utc`` is
+            specified) offsets equivalent to UTC.
+        """
+        return self._parse_tzstr(tzstr, zero_as_utc=zero_as_utc)
+
+    # Constants
+    _DATE_SEP = b'-'
+    _TIME_SEP = b':'
+    _FRACTION_REGEX = re.compile(b'[\\.,]([0-9]+)')
+
+    def _parse_isodate(self, dt_str):
+        try:
+            return self._parse_isodate_common(dt_str)
+        except ValueError:
+            return self._parse_isodate_uncommon(dt_str)
+
+    def _parse_isodate_common(self, dt_str):
+        len_str = len(dt_str)
+        components = [1, 1, 1]
+
+        if len_str < 4:
+            raise ValueError('ISO string too short')
+
+        # Year
+        components[0] = int(dt_str[0:4])
+        pos = 4
+        if pos >= len_str:
+            return components, pos
+
+        has_sep = dt_str[pos:pos + 1] == self._DATE_SEP
+        if has_sep:
+            pos += 1
+
+        # Month
+        if len_str - pos < 2:
+            raise ValueError('Invalid common month')
+
+        components[1] = int(dt_str[pos:pos + 2])
+        pos += 2
+
+        if pos >= len_str:
+            if has_sep:
+                return components, pos
+            else:
+                raise ValueError('Invalid ISO format')
+
+        if has_sep:
+            if dt_str[pos:pos + 1] != self._DATE_SEP:
+                raise ValueError('Invalid separator in ISO string')
+            pos += 1
+
+        # Day
+        if len_str - pos < 2:
+            raise ValueError('Invalid common day')
+        components[2] = int(dt_str[pos:pos + 2])
+        return components, pos + 2
+
+    def _parse_isodate_uncommon(self, dt_str):
+        if len(dt_str) < 4:
+            raise ValueError('ISO string too short')
+
+        # All ISO formats start with the year
+        year = int(dt_str[0:4])
+
+        has_sep = dt_str[4:5] == self._DATE_SEP
+
+        pos = 4 + has_sep       # Skip '-' if it's there
+        if dt_str[pos:pos + 1] == b'W':
+            # YYYY-?Www-?D?
+            pos += 1
+            weekno = int(dt_str[pos:pos + 2])
+            pos += 2
+
+            dayno = 1
+            if len(dt_str) > pos:
+                if (dt_str[pos:pos + 1] == self._DATE_SEP) != has_sep:
+                    raise ValueError('Inconsistent use of dash separator')
+
+                pos += has_sep
+
+                dayno = int(dt_str[pos:pos + 1])
+                pos += 1
+
+            base_date = self._calculate_weekdate(year, weekno, dayno)
+        else:
+            # YYYYDDD or YYYY-DDD
+            if len(dt_str) - pos < 3:
+                raise ValueError('Invalid ordinal day')
+
+            ordinal_day = int(dt_str[pos:pos + 3])
+            pos += 3
+
+            if ordinal_day < 1 or ordinal_day > (365 + calendar.isleap(year)):
+                raise ValueError('Invalid ordinal day' +
+                                 ' {} for year {}'.format(ordinal_day, year))
+
+            base_date = date(year, 1, 1) + timedelta(days=ordinal_day - 1)
+
+        components = [base_date.year, base_date.month, base_date.day]
+        return components, pos
+
+    def _calculate_weekdate(self, year, week, day):
+        """
+        Calculate the day of corresponding to the ISO year-week-day calendar.
+
+        This function is effectively the inverse of
+        :func:`datetime.date.isocalendar`.
+
+        :param year:
+            The year in the ISO calendar
+
+        :param week:
+            The week in the ISO calendar - range is [1, 53]
+
+        :param day:
+            The day in the ISO calendar - range is [1 (MON), 7 (SUN)]
+
+        :return:
+            Returns a :class:`datetime.date`
+        """
+        if not 0 < week < 54:
+            raise ValueError('Invalid week: {}'.format(week))
+
+        if not 0 < day < 8:     # Range is 1-7
+            raise ValueError('Invalid weekday: {}'.format(day))
+
+        # Get week 1 for the specific year:
+        jan_4 = date(year, 1, 4)   # Week 1 always has January 4th in it
+        week_1 = jan_4 - timedelta(days=jan_4.isocalendar()[2] - 1)
+
+        # Now add the specific number of weeks and days to get what we want
+        week_offset = (week - 1) * 7 + (day - 1)
+        return week_1 + timedelta(days=week_offset)
+
+    def _parse_isotime(self, timestr):
+        len_str = len(timestr)
+        components = [0, 0, 0, 0, None]
+        pos = 0
+        comp = -1
+
+        if len_str < 2:
+            raise ValueError('ISO time too short')
+
+        has_sep = False
+
+        while pos < len_str and comp < 5:
+            comp += 1
+
+            if timestr[pos:pos + 1] in b'-+Zz':
+                # Detect time zone boundary
+                components[-1] = self._parse_tzstr(timestr[pos:])
+                pos = len_str
+                break
+
+            if comp == 1 and timestr[pos:pos+1] == self._TIME_SEP:
+                has_sep = True
+                pos += 1
+            elif comp == 2 and has_sep:
+                if timestr[pos:pos+1] != self._TIME_SEP:
+                    raise ValueError('Inconsistent use of colon separator')
+                pos += 1
+
+            if comp < 3:
+                # Hour, minute, second
+                components[comp] = int(timestr[pos:pos + 2])
+                pos += 2
+
+            if comp == 3:
+                # Fraction of a second
+                frac = self._FRACTION_REGEX.match(timestr[pos:])
+                if not frac:
+                    continue
+
+                us_str = frac.group(1)[:6]  # Truncate to microseconds
+                components[comp] = int(us_str) * 10**(6 - len(us_str))
+                pos += len(frac.group())
+
+        if pos < len_str:
+            raise ValueError('Unused components in ISO string')
+
+        if components[0] == 24:
+            # Standard supports 00:00 and 24:00 as representations of midnight
+            if any(component != 0 for component in components[1:4]):
+                raise ValueError('Hour may only be 24 at 24:00:00.000')
+
+        return components
+
+    def _parse_tzstr(self, tzstr, zero_as_utc=True):
+        if tzstr == b'Z' or tzstr == b'z':
+            return tz.UTC
+
+        if len(tzstr) not in {3, 5, 6}:
+            raise ValueError('Time zone offset must be 1, 3, 5 or 6 characters')
+
+        if tzstr[0:1] == b'-':
+            mult = -1
+        elif tzstr[0:1] == b'+':
+            mult = 1
+        else:
+            raise ValueError('Time zone offset requires sign')
+
+        hours = int(tzstr[1:3])
+        if len(tzstr) == 3:
+            minutes = 0
+        else:
+            minutes = int(tzstr[(4 if tzstr[3:4] == self._TIME_SEP else 3):])
+
+        if zero_as_utc and hours == 0 and minutes == 0:
+            return tz.UTC
+        else:
+            if minutes > 59:
+                raise ValueError('Invalid minutes in time zone offset')
+
+            if hours > 23:
+                raise ValueError('Invalid hours in time zone offset')
+
+            return tz.tzoffset(None, mult * (hours * 60 + minutes) * 60)
+
+
+DEFAULT_ISOPARSER = isoparser()
+isoparse = DEFAULT_ISOPARSER.isoparse
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/relativedelta.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/relativedelta.py
new file mode 100644
index 000000000..cd323a549
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/relativedelta.py
@@ -0,0 +1,599 @@
+# -*- coding: utf-8 -*-
+import datetime
+import calendar
+
+import operator
+from math import copysign
+
+from six import integer_types
+from warnings import warn
+
+from ._common import weekday
+
+MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
+
+__all__ = ["relativedelta", "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
+
+
+class relativedelta(object):
+    """
+    The relativedelta type is designed to be applied to an existing datetime and
+    can replace specific components of that datetime, or represents an interval
+    of time.
+
+    It is based on the specification of the excellent work done by M.-A. Lemburg
+    in his
+    `mx.DateTime <https://www.egenix.com/products/python/mxBase/mxDateTime/>`_ extension.
+    However, notice that this type does *NOT* implement the same algorithm as
+    his work. Do *NOT* expect it to behave like mx.DateTime's counterpart.
+
+    There are two different ways to build a relativedelta instance. The
+    first one is passing it two date/datetime classes::
+
+        relativedelta(datetime1, datetime2)
+
+    The second one is passing it any number of the following keyword arguments::
+
+        relativedelta(arg1=x,arg2=y,arg3=z...)
+
+        year, month, day, hour, minute, second, microsecond:
+            Absolute information (argument is singular); adding or subtracting a
+            relativedelta with absolute information does not perform an arithmetic
+            operation, but rather REPLACES the corresponding value in the
+            original datetime with the value(s) in relativedelta.
+
+        years, months, weeks, days, hours, minutes, seconds, microseconds:
+            Relative information, may be negative (argument is plural); adding
+            or subtracting a relativedelta with relative information performs
+            the corresponding arithmetic operation on the original datetime value
+            with the information in the relativedelta.
+
+        weekday:
+            One of the weekday instances (MO, TU, etc) available in the
+            relativedelta module. These instances may receive a parameter N,
+            specifying the Nth weekday, which could be positive or negative
+            (like MO(+1) or MO(-2)). Not specifying it is the same as specifying
+            +1. You can also use an integer, where 0=MO. This argument is always
+            relative e.g. if the calculated date is already Monday, using MO(1)
+            or MO(-1) won't change the day. To effectively make it absolute, use
+            it in combination with the day argument (e.g. day=1, MO(1) for first
+            Monday of the month).
+
+        leapdays:
+            Will add given days to the date found, if year is a leap
+            year, and the date found is post 28 of february.
+
+        yearday, nlyearday:
+            Set the yearday or the non-leap year day (jump leap days).
+            These are converted to day/month/leapdays information.
+
+    There are relative and absolute forms of the keyword
+    arguments. The plural is relative, and the singular is
+    absolute. For each argument in the order below, the absolute form
+    is applied first (by setting each attribute to that value) and
+    then the relative form (by adding the value to the attribute).
+
+    The order of attributes considered when this relativedelta is
+    added to a datetime is:
+
+    1. Year
+    2. Month
+    3. Day
+    4. Hours
+    5. Minutes
+    6. Seconds
+    7. Microseconds
+
+    Finally, weekday is applied, using the rule described above.
+
+    For example
+
+    >>> from datetime import datetime
+    >>> from dateutil.relativedelta import relativedelta, MO
+    >>> dt = datetime(2018, 4, 9, 13, 37, 0)
+    >>> delta = relativedelta(hours=25, day=1, weekday=MO(1))
+    >>> dt + delta
+    datetime.datetime(2018, 4, 2, 14, 37)
+
+    First, the day is set to 1 (the first of the month), then 25 hours
+    are added, to get to the 2nd day and 14th hour, finally the
+    weekday is applied, but since the 2nd is already a Monday there is
+    no effect.
+
+    """
+
+    def __init__(self, dt1=None, dt2=None,
+                 years=0, months=0, days=0, leapdays=0, weeks=0,
+                 hours=0, minutes=0, seconds=0, microseconds=0,
+                 year=None, month=None, day=None, weekday=None,
+                 yearday=None, nlyearday=None,
+                 hour=None, minute=None, second=None, microsecond=None):
+
+        if dt1 and dt2:
+            # datetime is a subclass of date. So both must be date
+            if not (isinstance(dt1, datetime.date) and
+                    isinstance(dt2, datetime.date)):
+                raise TypeError("relativedelta only diffs datetime/date")
+
+            # We allow two dates, or two datetimes, so we coerce them to be
+            # of the same type
+            if (isinstance(dt1, datetime.datetime) !=
+                    isinstance(dt2, datetime.datetime)):
+                if not isinstance(dt1, datetime.datetime):
+                    dt1 = datetime.datetime.fromordinal(dt1.toordinal())
+                elif not isinstance(dt2, datetime.datetime):
+                    dt2 = datetime.datetime.fromordinal(dt2.toordinal())
+
+            self.years = 0
+            self.months = 0
+            self.days = 0
+            self.leapdays = 0
+            self.hours = 0
+            self.minutes = 0
+            self.seconds = 0
+            self.microseconds = 0
+            self.year = None
+            self.month = None
+            self.day = None
+            self.weekday = None
+            self.hour = None
+            self.minute = None
+            self.second = None
+            self.microsecond = None
+            self._has_time = 0
+
+            # Get year / month delta between the two
+            months = (dt1.year - dt2.year) * 12 + (dt1.month - dt2.month)
+            self._set_months(months)
+
+            # Remove the year/month delta so the timedelta is just well-defined
+            # time units (seconds, days and microseconds)
+            dtm = self.__radd__(dt2)
+
+            # If we've overshot our target, make an adjustment
+            if dt1 < dt2:
+                compare = operator.gt
+                increment = 1
+            else:
+                compare = operator.lt
+                increment = -1
+
+            while compare(dt1, dtm):
+                months += increment
+                self._set_months(months)
+                dtm = self.__radd__(dt2)
+
+            # Get the timedelta between the "months-adjusted" date and dt1
+            delta = dt1 - dtm
+            self.seconds = delta.seconds + delta.days * 86400
+            self.microseconds = delta.microseconds
+        else:
+            # Check for non-integer values in integer-only quantities
+            if any(x is not None and x != int(x) for x in (years, months)):
+                raise ValueError("Non-integer years and months are "
+                                 "ambiguous and not currently supported.")
+
+            # Relative information
+            self.years = int(years)
+            self.months = int(months)
+            self.days = days + weeks * 7
+            self.leapdays = leapdays
+            self.hours = hours
+            self.minutes = minutes
+            self.seconds = seconds
+            self.microseconds = microseconds
+
+            # Absolute information
+            self.year = year
+            self.month = month
+            self.day = day
+            self.hour = hour
+            self.minute = minute
+            self.second = second
+            self.microsecond = microsecond
+
+            if any(x is not None and int(x) != x
+                   for x in (year, month, day, hour,
+                             minute, second, microsecond)):
+                # For now we'll deprecate floats - later it'll be an error.
+                warn("Non-integer value passed as absolute information. " +
+                     "This is not a well-defined condition and will raise " +
+                     "errors in future versions.", DeprecationWarning)
+
+            if isinstance(weekday, integer_types):
+                self.weekday = weekdays[weekday]
+            else:
+                self.weekday = weekday
+
+            yday = 0
+            if nlyearday:
+                yday = nlyearday
+            elif yearday:
+                yday = yearday
+                if yearday > 59:
+                    self.leapdays = -1
+            if yday:
+                ydayidx = [31, 59, 90, 120, 151, 181, 212,
+                           243, 273, 304, 334, 366]
+                for idx, ydays in enumerate(ydayidx):
+                    if yday <= ydays:
+                        self.month = idx+1
+                        if idx == 0:
+                            self.day = yday
+                        else:
+                            self.day = yday-ydayidx[idx-1]
+                        break
+                else:
+                    raise ValueError("invalid year day (%d)" % yday)
+
+        self._fix()
+
+    def _fix(self):
+        if abs(self.microseconds) > 999999:
+            s = _sign(self.microseconds)
+            div, mod = divmod(self.microseconds * s, 1000000)
+            self.microseconds = mod * s
+            self.seconds += div * s
+        if abs(self.seconds) > 59:
+            s = _sign(self.seconds)
+            div, mod = divmod(self.seconds * s, 60)
+            self.seconds = mod * s
+            self.minutes += div * s
+        if abs(self.minutes) > 59:
+            s = _sign(self.minutes)
+            div, mod = divmod(self.minutes * s, 60)
+            self.minutes = mod * s
+            self.hours += div * s
+        if abs(self.hours) > 23:
+            s = _sign(self.hours)
+            div, mod = divmod(self.hours * s, 24)
+            self.hours = mod * s
+            self.days += div * s
+        if abs(self.months) > 11:
+            s = _sign(self.months)
+            div, mod = divmod(self.months * s, 12)
+            self.months = mod * s
+            self.years += div * s
+        if (self.hours or self.minutes or self.seconds or self.microseconds
+                or self.hour is not None or self.minute is not None or
+                self.second is not None or self.microsecond is not None):
+            self._has_time = 1
+        else:
+            self._has_time = 0
+
+    @property
+    def weeks(self):
+        return int(self.days / 7.0)
+
+    @weeks.setter
+    def weeks(self, value):
+        self.days = self.days - (self.weeks * 7) + value * 7
+
+    def _set_months(self, months):
+        self.months = months
+        if abs(self.months) > 11:
+            s = _sign(self.months)
+            div, mod = divmod(self.months * s, 12)
+            self.months = mod * s
+            self.years = div * s
+        else:
+            self.years = 0
+
+    def normalized(self):
+        """
+        Return a version of this object represented entirely using integer
+        values for the relative attributes.
+
+        >>> relativedelta(days=1.5, hours=2).normalized()
+        relativedelta(days=+1, hours=+14)
+
+        :return:
+            Returns a :class:`dateutil.relativedelta.relativedelta` object.
+        """
+        # Cascade remainders down (rounding each to roughly nearest microsecond)
+        days = int(self.days)
+
+        hours_f = round(self.hours + 24 * (self.days - days), 11)
+        hours = int(hours_f)
+
+        minutes_f = round(self.minutes + 60 * (hours_f - hours), 10)
+        minutes = int(minutes_f)
+
+        seconds_f = round(self.seconds + 60 * (minutes_f - minutes), 8)
+        seconds = int(seconds_f)
+
+        microseconds = round(self.microseconds + 1e6 * (seconds_f - seconds))
+
+        # Constructor carries overflow back up with call to _fix()
+        return self.__class__(years=self.years, months=self.months,
+                              days=days, hours=hours, minutes=minutes,
+                              seconds=seconds, microseconds=microseconds,
+                              leapdays=self.leapdays, year=self.year,
+                              month=self.month, day=self.day,
+                              weekday=self.weekday, hour=self.hour,
+                              minute=self.minute, second=self.second,
+                              microsecond=self.microsecond)
+
+    def __add__(self, other):
+        if isinstance(other, relativedelta):
+            return self.__class__(years=other.years + self.years,
+                                 months=other.months + self.months,
+                                 days=other.days + self.days,
+                                 hours=other.hours + self.hours,
+                                 minutes=other.minutes + self.minutes,
+                                 seconds=other.seconds + self.seconds,
+                                 microseconds=(other.microseconds +
+                                               self.microseconds),
+                                 leapdays=other.leapdays or self.leapdays,
+                                 year=(other.year if other.year is not None
+                                       else self.year),
+                                 month=(other.month if other.month is not None
+                                        else self.month),
+                                 day=(other.day if other.day is not None
+                                      else self.day),
+                                 weekday=(other.weekday if other.weekday is not None
+                                          else self.weekday),
+                                 hour=(other.hour if other.hour is not None
+                                       else self.hour),
+                                 minute=(other.minute if other.minute is not None
+                                         else self.minute),
+                                 second=(other.second if other.second is not None
+                                         else self.second),
+                                 microsecond=(other.microsecond if other.microsecond
+                                              is not None else
+                                              self.microsecond))
+        if isinstance(other, datetime.timedelta):
+            return self.__class__(years=self.years,
+                                  months=self.months,
+                                  days=self.days + other.days,
+                                  hours=self.hours,
+                                  minutes=self.minutes,
+                                  seconds=self.seconds + other.seconds,
+                                  microseconds=self.microseconds + other.microseconds,
+                                  leapdays=self.leapdays,
+                                  year=self.year,
+                                  month=self.month,
+                                  day=self.day,
+                                  weekday=self.weekday,
+                                  hour=self.hour,
+                                  minute=self.minute,
+                                  second=self.second,
+                                  microsecond=self.microsecond)
+        if not isinstance(other, datetime.date):
+            return NotImplemented
+        elif self._has_time and not isinstance(other, datetime.datetime):
+            other = datetime.datetime.fromordinal(other.toordinal())
+        year = (self.year or other.year)+self.years
+        month = self.month or other.month
+        if self.months:
+            assert 1 <= abs(self.months) <= 12
+            month += self.months
+            if month > 12:
+                year += 1
+                month -= 12
+            elif month < 1:
+                year -= 1
+                month += 12
+        day = min(calendar.monthrange(year, month)[1],
+                  self.day or other.day)
+        repl = {"year": year, "month": month, "day": day}
+        for attr in ["hour", "minute", "second", "microsecond"]:
+            value = getattr(self, attr)
+            if value is not None:
+                repl[attr] = value
+        days = self.days
+        if self.leapdays and month > 2 and calendar.isleap(year):
+            days += self.leapdays
+        ret = (other.replace(**repl)
+               + datetime.timedelta(days=days,
+                                    hours=self.hours,
+                                    minutes=self.minutes,
+                                    seconds=self.seconds,
+                                    microseconds=self.microseconds))
+        if self.weekday:
+            weekday, nth = self.weekday.weekday, self.weekday.n or 1
+            jumpdays = (abs(nth) - 1) * 7
+            if nth > 0:
+                jumpdays += (7 - ret.weekday() + weekday) % 7
+            else:
+                jumpdays += (ret.weekday() - weekday) % 7
+                jumpdays *= -1
+            ret += datetime.timedelta(days=jumpdays)
+        return ret
+
+    def __radd__(self, other):
+        return self.__add__(other)
+
+    def __rsub__(self, other):
+        return self.__neg__().__radd__(other)
+
+    def __sub__(self, other):
+        if not isinstance(other, relativedelta):
+            return NotImplemented   # In case the other object defines __rsub__
+        return self.__class__(years=self.years - other.years,
+                             months=self.months - other.months,
+                             days=self.days - other.days,
+                             hours=self.hours - other.hours,
+                             minutes=self.minutes - other.minutes,
+                             seconds=self.seconds - other.seconds,
+                             microseconds=self.microseconds - other.microseconds,
+                             leapdays=self.leapdays or other.leapdays,
+                             year=(self.year if self.year is not None
+                                   else other.year),
+                             month=(self.month if self.month is not None else
+                                    other.month),
+                             day=(self.day if self.day is not None else
+                                  other.day),
+                             weekday=(self.weekday if self.weekday is not None else
+                                      other.weekday),
+                             hour=(self.hour if self.hour is not None else
+                                   other.hour),
+                             minute=(self.minute if self.minute is not None else
+                                     other.minute),
+                             second=(self.second if self.second is not None else
+                                     other.second),
+                             microsecond=(self.microsecond if self.microsecond
+                                          is not None else
+                                          other.microsecond))
+
+    def __abs__(self):
+        return self.__class__(years=abs(self.years),
+                              months=abs(self.months),
+                              days=abs(self.days),
+                              hours=abs(self.hours),
+                              minutes=abs(self.minutes),
+                              seconds=abs(self.seconds),
+                              microseconds=abs(self.microseconds),
+                              leapdays=self.leapdays,
+                              year=self.year,
+                              month=self.month,
+                              day=self.day,
+                              weekday=self.weekday,
+                              hour=self.hour,
+                              minute=self.minute,
+                              second=self.second,
+                              microsecond=self.microsecond)
+
+    def __neg__(self):
+        return self.__class__(years=-self.years,
+                             months=-self.months,
+                             days=-self.days,
+                             hours=-self.hours,
+                             minutes=-self.minutes,
+                             seconds=-self.seconds,
+                             microseconds=-self.microseconds,
+                             leapdays=self.leapdays,
+                             year=self.year,
+                             month=self.month,
+                             day=self.day,
+                             weekday=self.weekday,
+                             hour=self.hour,
+                             minute=self.minute,
+                             second=self.second,
+                             microsecond=self.microsecond)
+
+    def __bool__(self):
+        return not (not self.years and
+                    not self.months and
+                    not self.days and
+                    not self.hours and
+                    not self.minutes and
+                    not self.seconds and
+                    not self.microseconds and
+                    not self.leapdays and
+                    self.year is None and
+                    self.month is None and
+                    self.day is None and
+                    self.weekday is None and
+                    self.hour is None and
+                    self.minute is None and
+                    self.second is None and
+                    self.microsecond is None)
+    # Compatibility with Python 2.x
+    __nonzero__ = __bool__
+
+    def __mul__(self, other):
+        try:
+            f = float(other)
+        except TypeError:
+            return NotImplemented
+
+        return self.__class__(years=int(self.years * f),
+                             months=int(self.months * f),
+                             days=int(self.days * f),
+                             hours=int(self.hours * f),
+                             minutes=int(self.minutes * f),
+                             seconds=int(self.seconds * f),
+                             microseconds=int(self.microseconds * f),
+                             leapdays=self.leapdays,
+                             year=self.year,
+                             month=self.month,
+                             day=self.day,
+                             weekday=self.weekday,
+                             hour=self.hour,
+                             minute=self.minute,
+                             second=self.second,
+                             microsecond=self.microsecond)
+
+    __rmul__ = __mul__
+
+    def __eq__(self, other):
+        if not isinstance(other, relativedelta):
+            return NotImplemented
+        if self.weekday or other.weekday:
+            if not self.weekday or not other.weekday:
+                return False
+            if self.weekday.weekday != other.weekday.weekday:
+                return False
+            n1, n2 = self.weekday.n, other.weekday.n
+            if n1 != n2 and not ((not n1 or n1 == 1) and (not n2 or n2 == 1)):
+                return False
+        return (self.years == other.years and
+                self.months == other.months and
+                self.days == other.days and
+                self.hours == other.hours and
+                self.minutes == other.minutes and
+                self.seconds == other.seconds and
+                self.microseconds == other.microseconds and
+                self.leapdays == other.leapdays and
+                self.year == other.year and
+                self.month == other.month and
+                self.day == other.day and
+                self.hour == other.hour and
+                self.minute == other.minute and
+                self.second == other.second and
+                self.microsecond == other.microsecond)
+
+    def __hash__(self):
+        return hash((
+            self.weekday,
+            self.years,
+            self.months,
+            self.days,
+            self.hours,
+            self.minutes,
+            self.seconds,
+            self.microseconds,
+            self.leapdays,
+            self.year,
+            self.month,
+            self.day,
+            self.hour,
+            self.minute,
+            self.second,
+            self.microsecond,
+        ))
+
+    def __ne__(self, other):
+        return not self.__eq__(other)
+
+    def __div__(self, other):
+        try:
+            reciprocal = 1 / float(other)
+        except TypeError:
+            return NotImplemented
+
+        return self.__mul__(reciprocal)
+
+    __truediv__ = __div__
+
+    def __repr__(self):
+        l = []
+        for attr in ["years", "months", "days", "leapdays",
+                     "hours", "minutes", "seconds", "microseconds"]:
+            value = getattr(self, attr)
+            if value:
+                l.append("{attr}={value:+g}".format(attr=attr, value=value))
+        for attr in ["year", "month", "day", "weekday",
+                     "hour", "minute", "second", "microsecond"]:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("{attr}={value}".format(attr=attr, value=repr(value)))
+        return "{classname}({attrs})".format(classname=self.__class__.__name__,
+                                             attrs=", ".join(l))
+
+
+def _sign(x):
+    return int(copysign(1, x))
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/rrule.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/rrule.py
new file mode 100644
index 000000000..571a0d2bc
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/rrule.py
@@ -0,0 +1,1737 @@
+# -*- coding: utf-8 -*-
+"""
+The rrule module offers a small, complete, and very fast, implementation of
+the recurrence rules documented in the
+`iCalendar RFC <https://tools.ietf.org/html/rfc5545>`_,
+including support for caching of results.
+"""
+import calendar
+import datetime
+import heapq
+import itertools
+import re
+import sys
+from functools import wraps
+# For warning about deprecation of until and count
+from warnings import warn
+
+from six import advance_iterator, integer_types
+
+from six.moves import _thread, range
+
+from ._common import weekday as weekdaybase
+
+try:
+    from math import gcd
+except ImportError:
+    from fractions import gcd
+
+__all__ = ["rrule", "rruleset", "rrulestr",
+           "YEARLY", "MONTHLY", "WEEKLY", "DAILY",
+           "HOURLY", "MINUTELY", "SECONDLY",
+           "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
+
+# Every mask is 7 days longer to handle cross-year weekly periods.
+M366MASK = tuple([1]*31+[2]*29+[3]*31+[4]*30+[5]*31+[6]*30 +
+                 [7]*31+[8]*31+[9]*30+[10]*31+[11]*30+[12]*31+[1]*7)
+M365MASK = list(M366MASK)
+M29, M30, M31 = list(range(1, 30)), list(range(1, 31)), list(range(1, 32))
+MDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
+MDAY365MASK = list(MDAY366MASK)
+M29, M30, M31 = list(range(-29, 0)), list(range(-30, 0)), list(range(-31, 0))
+NMDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
+NMDAY365MASK = list(NMDAY366MASK)
+M366RANGE = (0, 31, 60, 91, 121, 152, 182, 213, 244, 274, 305, 335, 366)
+M365RANGE = (0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365)
+WDAYMASK = [0, 1, 2, 3, 4, 5, 6]*55
+del M29, M30, M31, M365MASK[59], MDAY365MASK[59], NMDAY365MASK[31]
+MDAY365MASK = tuple(MDAY365MASK)
+M365MASK = tuple(M365MASK)
+
+FREQNAMES = ['YEARLY', 'MONTHLY', 'WEEKLY', 'DAILY', 'HOURLY', 'MINUTELY', 'SECONDLY']
+
+(YEARLY,
+ MONTHLY,
+ WEEKLY,
+ DAILY,
+ HOURLY,
+ MINUTELY,
+ SECONDLY) = list(range(7))
+
+# Imported on demand.
+easter = None
+parser = None
+
+
+class weekday(weekdaybase):
+    """
+    This version of weekday does not allow n = 0.
+    """
+    def __init__(self, wkday, n=None):
+        if n == 0:
+            raise ValueError("Can't create weekday with n==0")
+
+        super(weekday, self).__init__(wkday, n)
+
+
+MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
+
+
+def _invalidates_cache(f):
+    """
+    Decorator for rruleset methods which may invalidate the
+    cached length.
+    """
+    @wraps(f)
+    def inner_func(self, *args, **kwargs):
+        rv = f(self, *args, **kwargs)
+        self._invalidate_cache()
+        return rv
+
+    return inner_func
+
+
+class rrulebase(object):
+    def __init__(self, cache=False):
+        if cache:
+            self._cache = []
+            self._cache_lock = _thread.allocate_lock()
+            self._invalidate_cache()
+        else:
+            self._cache = None
+            self._cache_complete = False
+            self._len = None
+
+    def __iter__(self):
+        if self._cache_complete:
+            return iter(self._cache)
+        elif self._cache is None:
+            return self._iter()
+        else:
+            return self._iter_cached()
+
+    def _invalidate_cache(self):
+        if self._cache is not None:
+            self._cache = []
+            self._cache_complete = False
+            self._cache_gen = self._iter()
+
+            if self._cache_lock.locked():
+                self._cache_lock.release()
+
+        self._len = None
+
+    def _iter_cached(self):
+        i = 0
+        gen = self._cache_gen
+        cache = self._cache
+        acquire = self._cache_lock.acquire
+        release = self._cache_lock.release
+        while gen:
+            if i == len(cache):
+                acquire()
+                if self._cache_complete:
+                    break
+                try:
+                    for j in range(10):
+                        cache.append(advance_iterator(gen))
+                except StopIteration:
+                    self._cache_gen = gen = None
+                    self._cache_complete = True
+                    break
+                release()
+            yield cache[i]
+            i += 1
+        while i < self._len:
+            yield cache[i]
+            i += 1
+
+    def __getitem__(self, item):
+        if self._cache_complete:
+            return self._cache[item]
+        elif isinstance(item, slice):
+            if item.step and item.step < 0:
+                return list(iter(self))[item]
+            else:
+                return list(itertools.islice(self,
+                                             item.start or 0,
+                                             item.stop or sys.maxsize,
+                                             item.step or 1))
+        elif item >= 0:
+            gen = iter(self)
+            try:
+                for i in range(item+1):
+                    res = advance_iterator(gen)
+            except StopIteration:
+                raise IndexError
+            return res
+        else:
+            return list(iter(self))[item]
+
+    def __contains__(self, item):
+        if self._cache_complete:
+            return item in self._cache
+        else:
+            for i in self:
+                if i == item:
+                    return True
+                elif i > item:
+                    return False
+        return False
+
+    # __len__() introduces a large performance penalty.
+    def count(self):
+        """ Returns the number of recurrences in this set. It will have go
+            through the whole recurrence, if this hasn't been done before. """
+        if self._len is None:
+            for x in self:
+                pass
+        return self._len
+
+    def before(self, dt, inc=False):
+        """ Returns the last recurrence before the given datetime instance. The
+            inc keyword defines what happens if dt is an occurrence. With
+            inc=True, if dt itself is an occurrence, it will be returned. """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        last = None
+        if inc:
+            for i in gen:
+                if i > dt:
+                    break
+                last = i
+        else:
+            for i in gen:
+                if i >= dt:
+                    break
+                last = i
+        return last
+
+    def after(self, dt, inc=False):
+        """ Returns the first recurrence after the given datetime instance. The
+            inc keyword defines what happens if dt is an occurrence. With
+            inc=True, if dt itself is an occurrence, it will be returned.  """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        if inc:
+            for i in gen:
+                if i >= dt:
+                    return i
+        else:
+            for i in gen:
+                if i > dt:
+                    return i
+        return None
+
+    def xafter(self, dt, count=None, inc=False):
+        """
+        Generator which yields up to `count` recurrences after the given
+        datetime instance, equivalent to `after`.
+
+        :param dt:
+            The datetime at which to start generating recurrences.
+
+        :param count:
+            The maximum number of recurrences to generate. If `None` (default),
+            dates are generated until the recurrence rule is exhausted.
+
+        :param inc:
+            If `dt` is an instance of the rule and `inc` is `True`, it is
+            included in the output.
+
+        :yields: Yields a sequence of `datetime` objects.
+        """
+
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+
+        # Select the comparison function
+        if inc:
+            comp = lambda dc, dtc: dc >= dtc
+        else:
+            comp = lambda dc, dtc: dc > dtc
+
+        # Generate dates
+        n = 0
+        for d in gen:
+            if comp(d, dt):
+                if count is not None:
+                    n += 1
+                    if n > count:
+                        break
+
+                yield d
+
+    def between(self, after, before, inc=False, count=1):
+        """ Returns all the occurrences of the rrule between after and before.
+        The inc keyword defines what happens if after and/or before are
+        themselves occurrences. With inc=True, they will be included in the
+        list, if they are found in the recurrence set. """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        started = False
+        l = []
+        if inc:
+            for i in gen:
+                if i > before:
+                    break
+                elif not started:
+                    if i >= after:
+                        started = True
+                        l.append(i)
+                else:
+                    l.append(i)
+        else:
+            for i in gen:
+                if i >= before:
+                    break
+                elif not started:
+                    if i > after:
+                        started = True
+                        l.append(i)
+                else:
+                    l.append(i)
+        return l
+
+
+class rrule(rrulebase):
+    """
+    That's the base of the rrule operation. It accepts all the keywords
+    defined in the RFC as its constructor parameters (except byday,
+    which was renamed to byweekday) and more. The constructor prototype is::
+
+            rrule(freq)
+
+    Where freq must be one of YEARLY, MONTHLY, WEEKLY, DAILY, HOURLY, MINUTELY,
+    or SECONDLY.
+
+    .. note::
+        Per RFC section 3.3.10, recurrence instances falling on invalid dates
+        and times are ignored rather than coerced:
+
+            Recurrence rules may generate recurrence instances with an invalid
+            date (e.g., February 30) or nonexistent local time (e.g., 1:30 AM
+            on a day where the local time is moved forward by an hour at 1:00
+            AM).  Such recurrence instances MUST be ignored and MUST NOT be
+            counted as part of the recurrence set.
+
+        This can lead to possibly surprising behavior when, for example, the
+        start date occurs at the end of the month:
+
+        >>> from dateutil.rrule import rrule, MONTHLY
+        >>> from datetime import datetime
+        >>> start_date = datetime(2014, 12, 31)
+        >>> list(rrule(freq=MONTHLY, count=4, dtstart=start_date))
+        ... # doctest: +NORMALIZE_WHITESPACE
+        [datetime.datetime(2014, 12, 31, 0, 0),
+         datetime.datetime(2015, 1, 31, 0, 0),
+         datetime.datetime(2015, 3, 31, 0, 0),
+         datetime.datetime(2015, 5, 31, 0, 0)]
+
+    Additionally, it supports the following keyword arguments:
+
+    :param dtstart:
+        The recurrence start. Besides being the base for the recurrence,
+        missing parameters in the final recurrence instances will also be
+        extracted from this date. If not given, datetime.now() will be used
+        instead.
+    :param interval:
+        The interval between each freq iteration. For example, when using
+        YEARLY, an interval of 2 means once every two years, but with HOURLY,
+        it means once every two hours. The default interval is 1.
+    :param wkst:
+        The week start day. Must be one of the MO, TU, WE constants, or an
+        integer, specifying the first day of the week. This will affect
+        recurrences based on weekly periods. The default week start is got
+        from calendar.firstweekday(), and may be modified by
+        calendar.setfirstweekday().
+    :param count:
+        If given, this determines how many occurrences will be generated.
+
+        .. note::
+            As of version 2.5.0, the use of the keyword ``until`` in conjunction
+            with ``count`` is deprecated, to make sure ``dateutil`` is fully
+            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
+            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
+            **must not** occur in the same call to ``rrule``.
+    :param until:
+        If given, this must be a datetime instance specifying the upper-bound
+        limit of the recurrence. The last recurrence in the rule is the greatest
+        datetime that is less than or equal to the value specified in the
+        ``until`` parameter.
+
+        .. note::
+            As of version 2.5.0, the use of the keyword ``until`` in conjunction
+            with ``count`` is deprecated, to make sure ``dateutil`` is fully
+            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
+            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
+            **must not** occur in the same call to ``rrule``.
+    :param bysetpos:
+        If given, it must be either an integer, or a sequence of integers,
+        positive or negative. Each given integer will specify an occurrence
+        number, corresponding to the nth occurrence of the rule inside the
+        frequency period. For example, a bysetpos of -1 if combined with a
+        MONTHLY frequency, and a byweekday of (MO, TU, WE, TH, FR), will
+        result in the last work day of every month.
+    :param bymonth:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the months to apply the recurrence to.
+    :param bymonthday:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the month days to apply the recurrence to.
+    :param byyearday:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the year days to apply the recurrence to.
+    :param byeaster:
+        If given, it must be either an integer, or a sequence of integers,
+        positive or negative. Each integer will define an offset from the
+        Easter Sunday. Passing the offset 0 to byeaster will yield the Easter
+        Sunday itself. This is an extension to the RFC specification.
+    :param byweekno:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the week numbers to apply the recurrence to. Week numbers
+        have the meaning described in ISO8601, that is, the first week of
+        the year is that containing at least four days of the new year.
+    :param byweekday:
+        If given, it must be either an integer (0 == MO), a sequence of
+        integers, one of the weekday constants (MO, TU, etc), or a sequence
+        of these constants. When given, these variables will define the
+        weekdays where the recurrence will be applied. It's also possible to
+        use an argument n for the weekday instances, which will mean the nth
+        occurrence of this weekday in the period. For example, with MONTHLY,
+        or with YEARLY and BYMONTH, using FR(+1) in byweekday will specify the
+        first friday of the month where the recurrence happens. Notice that in
+        the RFC documentation, this is specified as BYDAY, but was renamed to
+        avoid the ambiguity of that keyword.
+    :param byhour:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the hours to apply the recurrence to.
+    :param byminute:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the minutes to apply the recurrence to.
+    :param bysecond:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the seconds to apply the recurrence to.
+    :param cache:
+        If given, it must be a boolean value specifying to enable or disable
+        caching of results. If you will use the same rrule instance multiple
+        times, enabling caching will improve the performance considerably.
+     """
+    def __init__(self, freq, dtstart=None,
+                 interval=1, wkst=None, count=None, until=None, bysetpos=None,
+                 bymonth=None, bymonthday=None, byyearday=None, byeaster=None,
+                 byweekno=None, byweekday=None,
+                 byhour=None, byminute=None, bysecond=None,
+                 cache=False):
+        super(rrule, self).__init__(cache)
+        global easter
+        if not dtstart:
+            if until and until.tzinfo:
+                dtstart = datetime.datetime.now(tz=until.tzinfo).replace(microsecond=0)
+            else:
+                dtstart = datetime.datetime.now().replace(microsecond=0)
+        elif not isinstance(dtstart, datetime.datetime):
+            dtstart = datetime.datetime.fromordinal(dtstart.toordinal())
+        else:
+            dtstart = dtstart.replace(microsecond=0)
+        self._dtstart = dtstart
+        self._tzinfo = dtstart.tzinfo
+        self._freq = freq
+        self._interval = interval
+        self._count = count
+
+        # Cache the original byxxx rules, if they are provided, as the _byxxx
+        # attributes do not necessarily map to the inputs, and this can be
+        # a problem in generating the strings. Only store things if they've
+        # been supplied (the string retrieval will just use .get())
+        self._original_rule = {}
+
+        if until and not isinstance(until, datetime.datetime):
+            until = datetime.datetime.fromordinal(until.toordinal())
+        self._until = until
+
+        if self._dtstart and self._until:
+            if (self._dtstart.tzinfo is not None) != (self._until.tzinfo is not None):
+                # According to RFC5545 Section 3.3.10:
+                # https://tools.ietf.org/html/rfc5545#section-3.3.10
+                #
+                # > If the "DTSTART" property is specified as a date with UTC
+                # > time or a date with local time and time zone reference,
+                # > then the UNTIL rule part MUST be specified as a date with
+                # > UTC time.
+                raise ValueError(
+                    'RRULE UNTIL values must be specified in UTC when DTSTART '
+                    'is timezone-aware'
+                )
+
+        if count is not None and until:
+            warn("Using both 'count' and 'until' is inconsistent with RFC 5545"
+                 " and has been deprecated in dateutil. Future versions will "
+                 "raise an error.", DeprecationWarning)
+
+        if wkst is None:
+            self._wkst = calendar.firstweekday()
+        elif isinstance(wkst, integer_types):
+            self._wkst = wkst
+        else:
+            self._wkst = wkst.weekday
+
+        if bysetpos is None:
+            self._bysetpos = None
+        elif isinstance(bysetpos, integer_types):
+            if bysetpos == 0 or not (-366 <= bysetpos <= 366):
+                raise ValueError("bysetpos must be between 1 and 366, "
+                                 "or between -366 and -1")
+            self._bysetpos = (bysetpos,)
+        else:
+            self._bysetpos = tuple(bysetpos)
+            for pos in self._bysetpos:
+                if pos == 0 or not (-366 <= pos <= 366):
+                    raise ValueError("bysetpos must be between 1 and 366, "
+                                     "or between -366 and -1")
+
+        if self._bysetpos:
+            self._original_rule['bysetpos'] = self._bysetpos
+
+        if (byweekno is None and byyearday is None and bymonthday is None and
+                byweekday is None and byeaster is None):
+            if freq == YEARLY:
+                if bymonth is None:
+                    bymonth = dtstart.month
+                    self._original_rule['bymonth'] = None
+                bymonthday = dtstart.day
+                self._original_rule['bymonthday'] = None
+            elif freq == MONTHLY:
+                bymonthday = dtstart.day
+                self._original_rule['bymonthday'] = None
+            elif freq == WEEKLY:
+                byweekday = dtstart.weekday()
+                self._original_rule['byweekday'] = None
+
+        # bymonth
+        if bymonth is None:
+            self._bymonth = None
+        else:
+            if isinstance(bymonth, integer_types):
+                bymonth = (bymonth,)
+
+            self._bymonth = tuple(sorted(set(bymonth)))
+
+            if 'bymonth' not in self._original_rule:
+                self._original_rule['bymonth'] = self._bymonth
+
+        # byyearday
+        if byyearday is None:
+            self._byyearday = None
+        else:
+            if isinstance(byyearday, integer_types):
+                byyearday = (byyearday,)
+
+            self._byyearday = tuple(sorted(set(byyearday)))
+            self._original_rule['byyearday'] = self._byyearday
+
+        # byeaster
+        if byeaster is not None:
+            if not easter:
+                from dateutil import easter
+            if isinstance(byeaster, integer_types):
+                self._byeaster = (byeaster,)
+            else:
+                self._byeaster = tuple(sorted(byeaster))
+
+            self._original_rule['byeaster'] = self._byeaster
+        else:
+            self._byeaster = None
+
+        # bymonthday
+        if bymonthday is None:
+            self._bymonthday = ()
+            self._bynmonthday = ()
+        else:
+            if isinstance(bymonthday, integer_types):
+                bymonthday = (bymonthday,)
+
+            bymonthday = set(bymonthday)            # Ensure it's unique
+
+            self._bymonthday = tuple(sorted(x for x in bymonthday if x > 0))
+            self._bynmonthday = tuple(sorted(x for x in bymonthday if x < 0))
+
+            # Storing positive numbers first, then negative numbers
+            if 'bymonthday' not in self._original_rule:
+                self._original_rule['bymonthday'] = tuple(
+                    itertools.chain(self._bymonthday, self._bynmonthday))
+
+        # byweekno
+        if byweekno is None:
+            self._byweekno = None
+        else:
+            if isinstance(byweekno, integer_types):
+                byweekno = (byweekno,)
+
+            self._byweekno = tuple(sorted(set(byweekno)))
+
+            self._original_rule['byweekno'] = self._byweekno
+
+        # byweekday / bynweekday
+        if byweekday is None:
+            self._byweekday = None
+            self._bynweekday = None
+        else:
+            # If it's one of the valid non-sequence types, convert to a
+            # single-element sequence before the iterator that builds the
+            # byweekday set.
+            if isinstance(byweekday, integer_types) or hasattr(byweekday, "n"):
+                byweekday = (byweekday,)
+
+            self._byweekday = set()
+            self._bynweekday = set()
+            for wday in byweekday:
+                if isinstance(wday, integer_types):
+                    self._byweekday.add(wday)
+                elif not wday.n or freq > MONTHLY:
+                    self._byweekday.add(wday.weekday)
+                else:
+                    self._bynweekday.add((wday.weekday, wday.n))
+
+            if not self._byweekday:
+                self._byweekday = None
+            elif not self._bynweekday:
+                self._bynweekday = None
+
+            if self._byweekday is not None:
+                self._byweekday = tuple(sorted(self._byweekday))
+                orig_byweekday = [weekday(x) for x in self._byweekday]
+            else:
+                orig_byweekday = ()
+
+            if self._bynweekday is not None:
+                self._bynweekday = tuple(sorted(self._bynweekday))
+                orig_bynweekday = [weekday(*x) for x in self._bynweekday]
+            else:
+                orig_bynweekday = ()
+
+            if 'byweekday' not in self._original_rule:
+                self._original_rule['byweekday'] = tuple(itertools.chain(
+                    orig_byweekday, orig_bynweekday))
+
+        # byhour
+        if byhour is None:
+            if freq < HOURLY:
+                self._byhour = {dtstart.hour}
+            else:
+                self._byhour = None
+        else:
+            if isinstance(byhour, integer_types):
+                byhour = (byhour,)
+
+            if freq == HOURLY:
+                self._byhour = self.__construct_byset(start=dtstart.hour,
+                                                      byxxx=byhour,
+                                                      base=24)
+            else:
+                self._byhour = set(byhour)
+
+            self._byhour = tuple(sorted(self._byhour))
+            self._original_rule['byhour'] = self._byhour
+
+        # byminute
+        if byminute is None:
+            if freq < MINUTELY:
+                self._byminute = {dtstart.minute}
+            else:
+                self._byminute = None
+        else:
+            if isinstance(byminute, integer_types):
+                byminute = (byminute,)
+
+            if freq == MINUTELY:
+                self._byminute = self.__construct_byset(start=dtstart.minute,
+                                                        byxxx=byminute,
+                                                        base=60)
+            else:
+                self._byminute = set(byminute)
+
+            self._byminute = tuple(sorted(self._byminute))
+            self._original_rule['byminute'] = self._byminute
+
+        # bysecond
+        if bysecond is None:
+            if freq < SECONDLY:
+                self._bysecond = ((dtstart.second,))
+            else:
+                self._bysecond = None
+        else:
+            if isinstance(bysecond, integer_types):
+                bysecond = (bysecond,)
+
+            self._bysecond = set(bysecond)
+
+            if freq == SECONDLY:
+                self._bysecond = self.__construct_byset(start=dtstart.second,
+                                                        byxxx=bysecond,
+                                                        base=60)
+            else:
+                self._bysecond = set(bysecond)
+
+            self._bysecond = tuple(sorted(self._bysecond))
+            self._original_rule['bysecond'] = self._bysecond
+
+        if self._freq >= HOURLY:
+            self._timeset = None
+        else:
+            self._timeset = []
+            for hour in self._byhour:
+                for minute in self._byminute:
+                    for second in self._bysecond:
+                        self._timeset.append(
+                            datetime.time(hour, minute, second,
+                                          tzinfo=self._tzinfo))
+            self._timeset.sort()
+            self._timeset = tuple(self._timeset)
+
+    def __str__(self):
+        """
+        Output a string that would generate this RRULE if passed to rrulestr.
+        This is mostly compatible with RFC5545, except for the
+        dateutil-specific extension BYEASTER.
+        """
+
+        output = []
+        h, m, s = [None] * 3
+        if self._dtstart:
+            output.append(self._dtstart.strftime('DTSTART:%Y%m%dT%H%M%S'))
+            h, m, s = self._dtstart.timetuple()[3:6]
+
+        parts = ['FREQ=' + FREQNAMES[self._freq]]
+        if self._interval != 1:
+            parts.append('INTERVAL=' + str(self._interval))
+
+        if self._wkst:
+            parts.append('WKST=' + repr(weekday(self._wkst))[0:2])
+
+        if self._count is not None:
+            parts.append('COUNT=' + str(self._count))
+
+        if self._until:
+            parts.append(self._until.strftime('UNTIL=%Y%m%dT%H%M%S'))
+
+        if self._original_rule.get('byweekday') is not None:
+            # The str() method on weekday objects doesn't generate
+            # RFC5545-compliant strings, so we should modify that.
+            original_rule = dict(self._original_rule)
+            wday_strings = []
+            for wday in original_rule['byweekday']:
+                if wday.n:
+                    wday_strings.append('{n:+d}{wday}'.format(
+                        n=wday.n,
+                        wday=repr(wday)[0:2]))
+                else:
+                    wday_strings.append(repr(wday))
+
+            original_rule['byweekday'] = wday_strings
+        else:
+            original_rule = self._original_rule
+
+        partfmt = '{name}={vals}'
+        for name, key in [('BYSETPOS', 'bysetpos'),
+                          ('BYMONTH', 'bymonth'),
+                          ('BYMONTHDAY', 'bymonthday'),
+                          ('BYYEARDAY', 'byyearday'),
+                          ('BYWEEKNO', 'byweekno'),
+                          ('BYDAY', 'byweekday'),
+                          ('BYHOUR', 'byhour'),
+                          ('BYMINUTE', 'byminute'),
+                          ('BYSECOND', 'bysecond'),
+                          ('BYEASTER', 'byeaster')]:
+            value = original_rule.get(key)
+            if value:
+                parts.append(partfmt.format(name=name, vals=(','.join(str(v)
+                                                             for v in value))))
+
+        output.append('RRULE:' + ';'.join(parts))
+        return '\n'.join(output)
+
+    def replace(self, **kwargs):
+        """Return new rrule with same attributes except for those attributes given new
+           values by whichever keyword arguments are specified."""
+        new_kwargs = {"interval": self._interval,
+                      "count": self._count,
+                      "dtstart": self._dtstart,
+                      "freq": self._freq,
+                      "until": self._until,
+                      "wkst": self._wkst,
+                      "cache": False if self._cache is None else True }
+        new_kwargs.update(self._original_rule)
+        new_kwargs.update(kwargs)
+        return rrule(**new_kwargs)
+
+    def _iter(self):
+        year, month, day, hour, minute, second, weekday, yearday, _ = \
+            self._dtstart.timetuple()
+
+        # Some local variables to speed things up a bit
+        freq = self._freq
+        interval = self._interval
+        wkst = self._wkst
+        until = self._until
+        bymonth = self._bymonth
+        byweekno = self._byweekno
+        byyearday = self._byyearday
+        byweekday = self._byweekday
+        byeaster = self._byeaster
+        bymonthday = self._bymonthday
+        bynmonthday = self._bynmonthday
+        bysetpos = self._bysetpos
+        byhour = self._byhour
+        byminute = self._byminute
+        bysecond = self._bysecond
+
+        ii = _iterinfo(self)
+        ii.rebuild(year, month)
+
+        getdayset = {YEARLY: ii.ydayset,
+                     MONTHLY: ii.mdayset,
+                     WEEKLY: ii.wdayset,
+                     DAILY: ii.ddayset,
+                     HOURLY: ii.ddayset,
+                     MINUTELY: ii.ddayset,
+                     SECONDLY: ii.ddayset}[freq]
+
+        if freq < HOURLY:
+            timeset = self._timeset
+        else:
+            gettimeset = {HOURLY: ii.htimeset,
+                          MINUTELY: ii.mtimeset,
+                          SECONDLY: ii.stimeset}[freq]
+            if ((freq >= HOURLY and
+                 self._byhour and hour not in self._byhour) or
+                (freq >= MINUTELY and
+                 self._byminute and minute not in self._byminute) or
+                (freq >= SECONDLY and
+                 self._bysecond and second not in self._bysecond)):
+                timeset = ()
+            else:
+                timeset = gettimeset(hour, minute, second)
+
+        total = 0
+        count = self._count
+        while True:
+            # Get dayset with the right frequency
+            dayset, start, end = getdayset(year, month, day)
+
+            # Do the "hard" work ;-)
+            filtered = False
+            for i in dayset[start:end]:
+                if ((bymonth and ii.mmask[i] not in bymonth) or
+                    (byweekno and not ii.wnomask[i]) or
+                    (byweekday and ii.wdaymask[i] not in byweekday) or
+                    (ii.nwdaymask and not ii.nwdaymask[i]) or
+                    (byeaster and not ii.eastermask[i]) or
+                    ((bymonthday or bynmonthday) and
+                     ii.mdaymask[i] not in bymonthday and
+                     ii.nmdaymask[i] not in bynmonthday) or
+                    (byyearday and
+                     ((i < ii.yearlen and i+1 not in byyearday and
+                       -ii.yearlen+i not in byyearday) or
+                      (i >= ii.yearlen and i+1-ii.yearlen not in byyearday and
+                       -ii.nextyearlen+i-ii.yearlen not in byyearday)))):
+                    dayset[i] = None
+                    filtered = True
+
+            # Output results
+            if bysetpos and timeset:
+                poslist = []
+                for pos in bysetpos:
+                    if pos < 0:
+                        daypos, timepos = divmod(pos, len(timeset))
+                    else:
+                        daypos, timepos = divmod(pos-1, len(timeset))
+                    try:
+                        i = [x for x in dayset[start:end]
+                             if x is not None][daypos]
+                        time = timeset[timepos]
+                    except IndexError:
+                        pass
+                    else:
+                        date = datetime.date.fromordinal(ii.yearordinal+i)
+                        res = datetime.datetime.combine(date, time)
+                        if res not in poslist:
+                            poslist.append(res)
+                poslist.sort()
+                for res in poslist:
+                    if until and res > until:
+                        self._len = total
+                        return
+                    elif res >= self._dtstart:
+                        if count is not None:
+                            count -= 1
+                            if count < 0:
+                                self._len = total
+                                return
+                        total += 1
+                        yield res
+            else:
+                for i in dayset[start:end]:
+                    if i is not None:
+                        date = datetime.date.fromordinal(ii.yearordinal + i)
+                        for time in timeset:
+                            res = datetime.datetime.combine(date, time)
+                            if until and res > until:
+                                self._len = total
+                                return
+                            elif res >= self._dtstart:
+                                if count is not None:
+                                    count -= 1
+                                    if count < 0:
+                                        self._len = total
+                                        return
+
+                                total += 1
+                                yield res
+
+            # Handle frequency and interval
+            fixday = False
+            if freq == YEARLY:
+                year += interval
+                if year > datetime.MAXYEAR:
+                    self._len = total
+                    return
+                ii.rebuild(year, month)
+            elif freq == MONTHLY:
+                month += interval
+                if month > 12:
+                    div, mod = divmod(month, 12)
+                    month = mod
+                    year += div
+                    if month == 0:
+                        month = 12
+                        year -= 1
+                    if year > datetime.MAXYEAR:
+                        self._len = total
+                        return
+                ii.rebuild(year, month)
+            elif freq == WEEKLY:
+                if wkst > weekday:
+                    day += -(weekday+1+(6-wkst))+self._interval*7
+                else:
+                    day += -(weekday-wkst)+self._interval*7
+                weekday = wkst
+                fixday = True
+            elif freq == DAILY:
+                day += interval
+                fixday = True
+            elif freq == HOURLY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    hour += ((23-hour)//interval)*interval
+
+                if byhour:
+                    ndays, hour = self.__mod_distance(value=hour,
+                                                      byxxx=self._byhour,
+                                                      base=24)
+                else:
+                    ndays, hour = divmod(hour+interval, 24)
+
+                if ndays:
+                    day += ndays
+                    fixday = True
+
+                timeset = gettimeset(hour, minute, second)
+            elif freq == MINUTELY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    minute += ((1439-(hour*60+minute))//interval)*interval
+
+                valid = False
+                rep_rate = (24*60)
+                for j in range(rep_rate // gcd(interval, rep_rate)):
+                    if byminute:
+                        nhours, minute = \
+                            self.__mod_distance(value=minute,
+                                                byxxx=self._byminute,
+                                                base=60)
+                    else:
+                        nhours, minute = divmod(minute+interval, 60)
+
+                    div, hour = divmod(hour+nhours, 24)
+                    if div:
+                        day += div
+                        fixday = True
+                        filtered = False
+
+                    if not byhour or hour in byhour:
+                        valid = True
+                        break
+
+                if not valid:
+                    raise ValueError('Invalid combination of interval and ' +
+                                     'byhour resulting in empty rule.')
+
+                timeset = gettimeset(hour, minute, second)
+            elif freq == SECONDLY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    second += (((86399 - (hour * 3600 + minute * 60 + second))
+                                // interval) * interval)
+
+                rep_rate = (24 * 3600)
+                valid = False
+                for j in range(0, rep_rate // gcd(interval, rep_rate)):
+                    if bysecond:
+                        nminutes, second = \
+                            self.__mod_distance(value=second,
+                                                byxxx=self._bysecond,
+                                                base=60)
+                    else:
+                        nminutes, second = divmod(second+interval, 60)
+
+                    div, minute = divmod(minute+nminutes, 60)
+                    if div:
+                        hour += div
+                        div, hour = divmod(hour, 24)
+                        if div:
+                            day += div
+                            fixday = True
+
+                    if ((not byhour or hour in byhour) and
+                            (not byminute or minute in byminute) and
+                            (not bysecond or second in bysecond)):
+                        valid = True
+                        break
+
+                if not valid:
+                    raise ValueError('Invalid combination of interval, ' +
+                                     'byhour and byminute resulting in empty' +
+                                     ' rule.')
+
+                timeset = gettimeset(hour, minute, second)
+
+            if fixday and day > 28:
+                daysinmonth = calendar.monthrange(year, month)[1]
+                if day > daysinmonth:
+                    while day > daysinmonth:
+                        day -= daysinmonth
+                        month += 1
+                        if month == 13:
+                            month = 1
+                            year += 1
+                            if year > datetime.MAXYEAR:
+                                self._len = total
+                                return
+                        daysinmonth = calendar.monthrange(year, month)[1]
+                    ii.rebuild(year, month)
+
+    def __construct_byset(self, start, byxxx, base):
+        """
+        If a `BYXXX` sequence is passed to the constructor at the same level as
+        `FREQ` (e.g. `FREQ=HOURLY,BYHOUR={2,4,7},INTERVAL=3`), there are some
+        specifications which cannot be reached given some starting conditions.
+
+        This occurs whenever the interval is not coprime with the base of a
+        given unit and the difference between the starting position and the
+        ending position is not coprime with the greatest common denominator
+        between the interval and the base. For example, with a FREQ of hourly
+        starting at 17:00 and an interval of 4, the only valid values for
+        BYHOUR would be {21, 1, 5, 9, 13, 17}, because 4 and 24 are not
+        coprime.
+
+        :param start:
+            Specifies the starting position.
+        :param byxxx:
+            An iterable containing the list of allowed values.
+        :param base:
+            The largest allowable value for the specified frequency (e.g.
+            24 hours, 60 minutes).
+
+        This does not preserve the type of the iterable, returning a set, since
+        the values should be unique and the order is irrelevant, this will
+        speed up later lookups.
+
+        In the event of an empty set, raises a :exception:`ValueError`, as this
+        results in an empty rrule.
+        """
+
+        cset = set()
+
+        # Support a single byxxx value.
+        if isinstance(byxxx, integer_types):
+            byxxx = (byxxx, )
+
+        for num in byxxx:
+            i_gcd = gcd(self._interval, base)
+            # Use divmod rather than % because we need to wrap negative nums.
+            if i_gcd == 1 or divmod(num - start, i_gcd)[1] == 0:
+                cset.add(num)
+
+        if len(cset) == 0:
+            raise ValueError("Invalid rrule byxxx generates an empty set.")
+
+        return cset
+
+    def __mod_distance(self, value, byxxx, base):
+        """
+        Calculates the next value in a sequence where the `FREQ` parameter is
+        specified along with a `BYXXX` parameter at the same "level"
+        (e.g. `HOURLY` specified with `BYHOUR`).
+
+        :param value:
+            The old value of the component.
+        :param byxxx:
+            The `BYXXX` set, which should have been generated by
+            `rrule._construct_byset`, or something else which checks that a
+            valid rule is present.
+        :param base:
+            The largest allowable value for the specified frequency (e.g.
+            24 hours, 60 minutes).
+
+        If a valid value is not found after `base` iterations (the maximum
+        number before the sequence would start to repeat), this raises a
+        :exception:`ValueError`, as no valid values were found.
+
+        This returns a tuple of `divmod(n*interval, base)`, where `n` is the
+        smallest number of `interval` repetitions until the next specified
+        value in `byxxx` is found.
+        """
+        accumulator = 0
+        for ii in range(1, base + 1):
+            # Using divmod() over % to account for negative intervals
+            div, value = divmod(value + self._interval, base)
+            accumulator += div
+            if value in byxxx:
+                return (accumulator, value)
+
+
+class _iterinfo(object):
+    __slots__ = ["rrule", "lastyear", "lastmonth",
+                 "yearlen", "nextyearlen", "yearordinal", "yearweekday",
+                 "mmask", "mrange", "mdaymask", "nmdaymask",
+                 "wdaymask", "wnomask", "nwdaymask", "eastermask"]
+
+    def __init__(self, rrule):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+        self.rrule = rrule
+
+    def rebuild(self, year, month):
+        # Every mask is 7 days longer to handle cross-year weekly periods.
+        rr = self.rrule
+        if year != self.lastyear:
+            self.yearlen = 365 + calendar.isleap(year)
+            self.nextyearlen = 365 + calendar.isleap(year + 1)
+            firstyday = datetime.date(year, 1, 1)
+            self.yearordinal = firstyday.toordinal()
+            self.yearweekday = firstyday.weekday()
+
+            wday = datetime.date(year, 1, 1).weekday()
+            if self.yearlen == 365:
+                self.mmask = M365MASK
+                self.mdaymask = MDAY365MASK
+                self.nmdaymask = NMDAY365MASK
+                self.wdaymask = WDAYMASK[wday:]
+                self.mrange = M365RANGE
+            else:
+                self.mmask = M366MASK
+                self.mdaymask = MDAY366MASK
+                self.nmdaymask = NMDAY366MASK
+                self.wdaymask = WDAYMASK[wday:]
+                self.mrange = M366RANGE
+
+            if not rr._byweekno:
+                self.wnomask = None
+            else:
+                self.wnomask = [0]*(self.yearlen+7)
+                # no1wkst = firstwkst = self.wdaymask.index(rr._wkst)
+                no1wkst = firstwkst = (7-self.yearweekday+rr._wkst) % 7
+                if no1wkst >= 4:
+                    no1wkst = 0
+                    # Number of days in the year, plus the days we got
+                    # from last year.
+                    wyearlen = self.yearlen+(self.yearweekday-rr._wkst) % 7
+                else:
+                    # Number of days in the year, minus the days we
+                    # left in last year.
+                    wyearlen = self.yearlen-no1wkst
+                div, mod = divmod(wyearlen, 7)
+                numweeks = div+mod//4
+                for n in rr._byweekno:
+                    if n < 0:
+                        n += numweeks+1
+                    if not (0 < n <= numweeks):
+                        continue
+                    if n > 1:
+                        i = no1wkst+(n-1)*7
+                        if no1wkst != firstwkst:
+                            i -= 7-firstwkst
+                    else:
+                        i = no1wkst
+                    for j in range(7):
+                        self.wnomask[i] = 1
+                        i += 1
+                        if self.wdaymask[i] == rr._wkst:
+                            break
+                if 1 in rr._byweekno:
+                    # Check week number 1 of next year as well
+                    # TODO: Check -numweeks for next year.
+                    i = no1wkst+numweeks*7
+                    if no1wkst != firstwkst:
+                        i -= 7-firstwkst
+                    if i < self.yearlen:
+                        # If week starts in next year, we
+                        # don't care about it.
+                        for j in range(7):
+                            self.wnomask[i] = 1
+                            i += 1
+                            if self.wdaymask[i] == rr._wkst:
+                                break
+                if no1wkst:
+                    # Check last week number of last year as
+                    # well. If no1wkst is 0, either the year
+                    # started on week start, or week number 1
+                    # got days from last year, so there are no
+                    # days from last year's last week number in
+                    # this year.
+                    if -1 not in rr._byweekno:
+                        lyearweekday = datetime.date(year-1, 1, 1).weekday()
+                        lno1wkst = (7-lyearweekday+rr._wkst) % 7
+                        lyearlen = 365+calendar.isleap(year-1)
+                        if lno1wkst >= 4:
+                            lno1wkst = 0
+                            lnumweeks = 52+(lyearlen +
+                                            (lyearweekday-rr._wkst) % 7) % 7//4
+                        else:
+                            lnumweeks = 52+(self.yearlen-no1wkst) % 7//4
+                    else:
+                        lnumweeks = -1
+                    if lnumweeks in rr._byweekno:
+                        for i in range(no1wkst):
+                            self.wnomask[i] = 1
+
+        if (rr._bynweekday and (month != self.lastmonth or
+                                year != self.lastyear)):
+            ranges = []
+            if rr._freq == YEARLY:
+                if rr._bymonth:
+                    for month in rr._bymonth:
+                        ranges.append(self.mrange[month-1:month+1])
+                else:
+                    ranges = [(0, self.yearlen)]
+            elif rr._freq == MONTHLY:
+                ranges = [self.mrange[month-1:month+1]]
+            if ranges:
+                # Weekly frequency won't get here, so we may not
+                # care about cross-year weekly periods.
+                self.nwdaymask = [0]*self.yearlen
+                for first, last in ranges:
+                    last -= 1
+                    for wday, n in rr._bynweekday:
+                        if n < 0:
+                            i = last+(n+1)*7
+                            i -= (self.wdaymask[i]-wday) % 7
+                        else:
+                            i = first+(n-1)*7
+                            i += (7-self.wdaymask[i]+wday) % 7
+                        if first <= i <= last:
+                            self.nwdaymask[i] = 1
+
+        if rr._byeaster:
+            self.eastermask = [0]*(self.yearlen+7)
+            eyday = easter.easter(year).toordinal()-self.yearordinal
+            for offset in rr._byeaster:
+                self.eastermask[eyday+offset] = 1
+
+        self.lastyear = year
+        self.lastmonth = month
+
+    def ydayset(self, year, month, day):
+        return list(range(self.yearlen)), 0, self.yearlen
+
+    def mdayset(self, year, month, day):
+        dset = [None]*self.yearlen
+        start, end = self.mrange[month-1:month+1]
+        for i in range(start, end):
+            dset[i] = i
+        return dset, start, end
+
+    def wdayset(self, year, month, day):
+        # We need to handle cross-year weeks here.
+        dset = [None]*(self.yearlen+7)
+        i = datetime.date(year, month, day).toordinal()-self.yearordinal
+        start = i
+        for j in range(7):
+            dset[i] = i
+            i += 1
+            # if (not (0 <= i < self.yearlen) or
+            #    self.wdaymask[i] == self.rrule._wkst):
+            # This will cross the year boundary, if necessary.
+            if self.wdaymask[i] == self.rrule._wkst:
+                break
+        return dset, start, i
+
+    def ddayset(self, year, month, day):
+        dset = [None] * self.yearlen
+        i = datetime.date(year, month, day).toordinal() - self.yearordinal
+        dset[i] = i
+        return dset, i, i + 1
+
+    def htimeset(self, hour, minute, second):
+        tset = []
+        rr = self.rrule
+        for minute in rr._byminute:
+            for second in rr._bysecond:
+                tset.append(datetime.time(hour, minute, second,
+                                          tzinfo=rr._tzinfo))
+        tset.sort()
+        return tset
+
+    def mtimeset(self, hour, minute, second):
+        tset = []
+        rr = self.rrule
+        for second in rr._bysecond:
+            tset.append(datetime.time(hour, minute, second, tzinfo=rr._tzinfo))
+        tset.sort()
+        return tset
+
+    def stimeset(self, hour, minute, second):
+        return (datetime.time(hour, minute, second,
+                tzinfo=self.rrule._tzinfo),)
+
+
+class rruleset(rrulebase):
+    """ The rruleset type allows more complex recurrence setups, mixing
+    multiple rules, dates, exclusion rules, and exclusion dates. The type
+    constructor takes the following keyword arguments:
+
+    :param cache: If True, caching of results will be enabled, improving
+                  performance of multiple queries considerably. """
+
+    class _genitem(object):
+        def __init__(self, genlist, gen):
+            try:
+                self.dt = advance_iterator(gen)
+                genlist.append(self)
+            except StopIteration:
+                pass
+            self.genlist = genlist
+            self.gen = gen
+
+        def __next__(self):
+            try:
+                self.dt = advance_iterator(self.gen)
+            except StopIteration:
+                if self.genlist[0] is self:
+                    heapq.heappop(self.genlist)
+                else:
+                    self.genlist.remove(self)
+                    heapq.heapify(self.genlist)
+
+        next = __next__
+
+        def __lt__(self, other):
+            return self.dt < other.dt
+
+        def __gt__(self, other):
+            return self.dt > other.dt
+
+        def __eq__(self, other):
+            return self.dt == other.dt
+
+        def __ne__(self, other):
+            return self.dt != other.dt
+
+    def __init__(self, cache=False):
+        super(rruleset, self).__init__(cache)
+        self._rrule = []
+        self._rdate = []
+        self._exrule = []
+        self._exdate = []
+
+    @_invalidates_cache
+    def rrule(self, rrule):
+        """ Include the given :py:class:`rrule` instance in the recurrence set
+            generation. """
+        self._rrule.append(rrule)
+
+    @_invalidates_cache
+    def rdate(self, rdate):
+        """ Include the given :py:class:`datetime` instance in the recurrence
+            set generation. """
+        self._rdate.append(rdate)
+
+    @_invalidates_cache
+    def exrule(self, exrule):
+        """ Include the given rrule instance in the recurrence set exclusion
+            list. Dates which are part of the given recurrence rules will not
+            be generated, even if some inclusive rrule or rdate matches them.
+        """
+        self._exrule.append(exrule)
+
+    @_invalidates_cache
+    def exdate(self, exdate):
+        """ Include the given datetime instance in the recurrence set
+            exclusion list. Dates included that way will not be generated,
+            even if some inclusive rrule or rdate matches them. """
+        self._exdate.append(exdate)
+
+    def _iter(self):
+        rlist = []
+        self._rdate.sort()
+        self._genitem(rlist, iter(self._rdate))
+        for gen in [iter(x) for x in self._rrule]:
+            self._genitem(rlist, gen)
+        exlist = []
+        self._exdate.sort()
+        self._genitem(exlist, iter(self._exdate))
+        for gen in [iter(x) for x in self._exrule]:
+            self._genitem(exlist, gen)
+        lastdt = None
+        total = 0
+        heapq.heapify(rlist)
+        heapq.heapify(exlist)
+        while rlist:
+            ritem = rlist[0]
+            if not lastdt or lastdt != ritem.dt:
+                while exlist and exlist[0] < ritem:
+                    exitem = exlist[0]
+                    advance_iterator(exitem)
+                    if exlist and exlist[0] is exitem:
+                        heapq.heapreplace(exlist, exitem)
+                if not exlist or ritem != exlist[0]:
+                    total += 1
+                    yield ritem.dt
+                lastdt = ritem.dt
+            advance_iterator(ritem)
+            if rlist and rlist[0] is ritem:
+                heapq.heapreplace(rlist, ritem)
+        self._len = total
+
+
+
+
+class _rrulestr(object):
+    """ Parses a string representation of a recurrence rule or set of
+    recurrence rules.
+
+    :param s:
+        Required, a string defining one or more recurrence rules.
+
+    :param dtstart:
+        If given, used as the default recurrence start if not specified in the
+        rule string.
+
+    :param cache:
+        If set ``True`` caching of results will be enabled, improving
+        performance of multiple queries considerably.
+
+    :param unfold:
+        If set ``True`` indicates that a rule string is split over more
+        than one line and should be joined before processing.
+
+    :param forceset:
+        If set ``True`` forces a :class:`dateutil.rrule.rruleset` to
+        be returned.
+
+    :param compatible:
+        If set ``True`` forces ``unfold`` and ``forceset`` to be ``True``.
+
+    :param ignoretz:
+        If set ``True``, time zones in parsed strings are ignored and a naive
+        :class:`datetime.datetime` object is returned.
+
+    :param tzids:
+        If given, a callable or mapping used to retrieve a
+        :class:`datetime.tzinfo` from a string representation.
+        Defaults to :func:`dateutil.tz.gettz`.
+
+    :param tzinfos:
+        Additional time zone names / aliases which may be present in a string
+        representation.  See :func:`dateutil.parser.parse` for more
+        information.
+
+    :return:
+        Returns a :class:`dateutil.rrule.rruleset` or
+        :class:`dateutil.rrule.rrule`
+    """
+
+    _freq_map = {"YEARLY": YEARLY,
+                 "MONTHLY": MONTHLY,
+                 "WEEKLY": WEEKLY,
+                 "DAILY": DAILY,
+                 "HOURLY": HOURLY,
+                 "MINUTELY": MINUTELY,
+                 "SECONDLY": SECONDLY}
+
+    _weekday_map = {"MO": 0, "TU": 1, "WE": 2, "TH": 3,
+                    "FR": 4, "SA": 5, "SU": 6}
+
+    def _handle_int(self, rrkwargs, name, value, **kwargs):
+        rrkwargs[name.lower()] = int(value)
+
+    def _handle_int_list(self, rrkwargs, name, value, **kwargs):
+        rrkwargs[name.lower()] = [int(x) for x in value.split(',')]
+
+    _handle_INTERVAL = _handle_int
+    _handle_COUNT = _handle_int
+    _handle_BYSETPOS = _handle_int_list
+    _handle_BYMONTH = _handle_int_list
+    _handle_BYMONTHDAY = _handle_int_list
+    _handle_BYYEARDAY = _handle_int_list
+    _handle_BYEASTER = _handle_int_list
+    _handle_BYWEEKNO = _handle_int_list
+    _handle_BYHOUR = _handle_int_list
+    _handle_BYMINUTE = _handle_int_list
+    _handle_BYSECOND = _handle_int_list
+
+    def _handle_FREQ(self, rrkwargs, name, value, **kwargs):
+        rrkwargs["freq"] = self._freq_map[value]
+
+    def _handle_UNTIL(self, rrkwargs, name, value, **kwargs):
+        global parser
+        if not parser:
+            from dateutil import parser
+        try:
+            rrkwargs["until"] = parser.parse(value,
+                                             ignoretz=kwargs.get("ignoretz"),
+                                             tzinfos=kwargs.get("tzinfos"))
+        except ValueError:
+            raise ValueError("invalid until date")
+
+    def _handle_WKST(self, rrkwargs, name, value, **kwargs):
+        rrkwargs["wkst"] = self._weekday_map[value]
+
+    def _handle_BYWEEKDAY(self, rrkwargs, name, value, **kwargs):
+        """
+        Two ways to specify this: +1MO or MO(+1)
+        """
+        l = []
+        for wday in value.split(','):
+            if '(' in wday:
+                # If it's of the form TH(+1), etc.
+                splt = wday.split('(')
+                w = splt[0]
+                n = int(splt[1][:-1])
+            elif len(wday):
+                # If it's of the form +1MO
+                for i in range(len(wday)):
+                    if wday[i] not in '+-0123456789':
+                        break
+                n = wday[:i] or None
+                w = wday[i:]
+                if n:
+                    n = int(n)
+            else:
+                raise ValueError("Invalid (empty) BYDAY specification.")
+
+            l.append(weekdays[self._weekday_map[w]](n))
+        rrkwargs["byweekday"] = l
+
+    _handle_BYDAY = _handle_BYWEEKDAY
+
+    def _parse_rfc_rrule(self, line,
+                         dtstart=None,
+                         cache=False,
+                         ignoretz=False,
+                         tzinfos=None):
+        if line.find(':') != -1:
+            name, value = line.split(':')
+            if name != "RRULE":
+                raise ValueError("unknown parameter name")
+        else:
+            value = line
+        rrkwargs = {}
+        for pair in value.split(';'):
+            name, value = pair.split('=')
+            name = name.upper()
+            value = value.upper()
+            try:
+                getattr(self, "_handle_"+name)(rrkwargs, name, value,
+                                               ignoretz=ignoretz,
+                                               tzinfos=tzinfos)
+            except AttributeError:
+                raise ValueError("unknown parameter '%s'" % name)
+            except (KeyError, ValueError):
+                raise ValueError("invalid '%s': %s" % (name, value))
+        return rrule(dtstart=dtstart, cache=cache, **rrkwargs)
+
+    def _parse_date_value(self, date_value, parms, rule_tzids,
+                          ignoretz, tzids, tzinfos):
+        global parser
+        if not parser:
+            from dateutil import parser
+
+        datevals = []
+        value_found = False
+        TZID = None
+
+        for parm in parms:
+            if parm.startswith("TZID="):
+                try:
+                    tzkey = rule_tzids[parm.split('TZID=')[-1]]
+                except KeyError:
+                    continue
+                if tzids is None:
+                    from . import tz
+                    tzlookup = tz.gettz
+                elif callable(tzids):
+                    tzlookup = tzids
+                else:
+                    tzlookup = getattr(tzids, 'get', None)
+                    if tzlookup is None:
+                        msg = ('tzids must be a callable, mapping, or None, '
+                               'not %s' % tzids)
+                        raise ValueError(msg)
+
+                TZID = tzlookup(tzkey)
+                continue
+
+            # RFC 5445 3.8.2.4: The VALUE parameter is optional, but may be found
+            # only once.
+            if parm not in {"VALUE=DATE-TIME", "VALUE=DATE"}:
+                raise ValueError("unsupported parm: " + parm)
+            else:
+                if value_found:
+                    msg = ("Duplicate value parameter found in: " + parm)
+                    raise ValueError(msg)
+                value_found = True
+
+        for datestr in date_value.split(','):
+            date = parser.parse(datestr, ignoretz=ignoretz, tzinfos=tzinfos)
+            if TZID is not None:
+                if date.tzinfo is None:
+                    date = date.replace(tzinfo=TZID)
+                else:
+                    raise ValueError('DTSTART/EXDATE specifies multiple timezone')
+            datevals.append(date)
+
+        return datevals
+
+    def _parse_rfc(self, s,
+                   dtstart=None,
+                   cache=False,
+                   unfold=False,
+                   forceset=False,
+                   compatible=False,
+                   ignoretz=False,
+                   tzids=None,
+                   tzinfos=None):
+        global parser
+        if compatible:
+            forceset = True
+            unfold = True
+
+        TZID_NAMES = dict(map(
+            lambda x: (x.upper(), x),
+            re.findall('TZID=(?P<name>[^:]+):', s)
+        ))
+        s = s.upper()
+        if not s.strip():
+            raise ValueError("empty string")
+        if unfold:
+            lines = s.splitlines()
+            i = 0
+            while i < len(lines):
+                line = lines[i].rstrip()
+                if not line:
+                    del lines[i]
+                elif i > 0 and line[0] == " ":
+                    lines[i-1] += line[1:]
+                    del lines[i]
+                else:
+                    i += 1
+        else:
+            lines = s.split()
+        if (not forceset and len(lines) == 1 and (s.find(':') == -1 or
+                                                  s.startswith('RRULE:'))):
+            return self._parse_rfc_rrule(lines[0], cache=cache,
+                                         dtstart=dtstart, ignoretz=ignoretz,
+                                         tzinfos=tzinfos)
+        else:
+            rrulevals = []
+            rdatevals = []
+            exrulevals = []
+            exdatevals = []
+            for line in lines:
+                if not line:
+                    continue
+                if line.find(':') == -1:
+                    name = "RRULE"
+                    value = line
+                else:
+                    name, value = line.split(':', 1)
+                parms = name.split(';')
+                if not parms:
+                    raise ValueError("empty property name")
+                name = parms[0]
+                parms = parms[1:]
+                if name == "RRULE":
+                    for parm in parms:
+                        raise ValueError("unsupported RRULE parm: "+parm)
+                    rrulevals.append(value)
+                elif name == "RDATE":
+                    for parm in parms:
+                        if parm != "VALUE=DATE-TIME":
+                            raise ValueError("unsupported RDATE parm: "+parm)
+                    rdatevals.append(value)
+                elif name == "EXRULE":
+                    for parm in parms:
+                        raise ValueError("unsupported EXRULE parm: "+parm)
+                    exrulevals.append(value)
+                elif name == "EXDATE":
+                    exdatevals.extend(
+                        self._parse_date_value(value, parms,
+                                               TZID_NAMES, ignoretz,
+                                               tzids, tzinfos)
+                    )
+                elif name == "DTSTART":
+                    dtvals = self._parse_date_value(value, parms, TZID_NAMES,
+                                                    ignoretz, tzids, tzinfos)
+                    if len(dtvals) != 1:
+                        raise ValueError("Multiple DTSTART values specified:" +
+                                         value)
+                    dtstart = dtvals[0]
+                else:
+                    raise ValueError("unsupported property: "+name)
+            if (forceset or len(rrulevals) > 1 or rdatevals
+                    or exrulevals or exdatevals):
+                if not parser and (rdatevals or exdatevals):
+                    from dateutil import parser
+                rset = rruleset(cache=cache)
+                for value in rrulevals:
+                    rset.rrule(self._parse_rfc_rrule(value, dtstart=dtstart,
+                                                     ignoretz=ignoretz,
+                                                     tzinfos=tzinfos))
+                for value in rdatevals:
+                    for datestr in value.split(','):
+                        rset.rdate(parser.parse(datestr,
+                                                ignoretz=ignoretz,
+                                                tzinfos=tzinfos))
+                for value in exrulevals:
+                    rset.exrule(self._parse_rfc_rrule(value, dtstart=dtstart,
+                                                      ignoretz=ignoretz,
+                                                      tzinfos=tzinfos))
+                for value in exdatevals:
+                    rset.exdate(value)
+                if compatible and dtstart:
+                    rset.rdate(dtstart)
+                return rset
+            else:
+                return self._parse_rfc_rrule(rrulevals[0],
+                                             dtstart=dtstart,
+                                             cache=cache,
+                                             ignoretz=ignoretz,
+                                             tzinfos=tzinfos)
+
+    def __call__(self, s, **kwargs):
+        return self._parse_rfc(s, **kwargs)
+
+
+rrulestr = _rrulestr()
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/__init__.py
new file mode 100644
index 000000000..af1352c47
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/__init__.py
@@ -0,0 +1,12 @@
+# -*- coding: utf-8 -*-
+from .tz import *
+from .tz import __doc__
+
+__all__ = ["tzutc", "tzoffset", "tzlocal", "tzfile", "tzrange",
+           "tzstr", "tzical", "tzwin", "tzwinlocal", "gettz",
+           "enfold", "datetime_ambiguous", "datetime_exists",
+           "resolve_imaginary", "UTC", "DeprecatedTzFormatWarning"]
+
+
+class DeprecatedTzFormatWarning(Warning):
+    """Warning raised when time zones are parsed from deprecated formats."""
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_common.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_common.py
new file mode 100644
index 000000000..e6ac11831
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_common.py
@@ -0,0 +1,419 @@
+from six import PY2
+
+from functools import wraps
+
+from datetime import datetime, timedelta, tzinfo
+
+
+ZERO = timedelta(0)
+
+__all__ = ['tzname_in_python2', 'enfold']
+
+
+def tzname_in_python2(namefunc):
+    """Change unicode output into bytestrings in Python 2
+
+    tzname() API changed in Python 3. It used to return bytes, but was changed
+    to unicode strings
+    """
+    if PY2:
+        @wraps(namefunc)
+        def adjust_encoding(*args, **kwargs):
+            name = namefunc(*args, **kwargs)
+            if name is not None:
+                name = name.encode()
+
+            return name
+
+        return adjust_encoding
+    else:
+        return namefunc
+
+
+# The following is adapted from Alexander Belopolsky's tz library
+# https://github.com/abalkin/tz
+if hasattr(datetime, 'fold'):
+    # This is the pre-python 3.6 fold situation
+    def enfold(dt, fold=1):
+        """
+        Provides a unified interface for assigning the ``fold`` attribute to
+        datetimes both before and after the implementation of PEP-495.
+
+        :param fold:
+            The value for the ``fold`` attribute in the returned datetime. This
+            should be either 0 or 1.
+
+        :return:
+            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
+            ``fold`` for all versions of Python. In versions prior to
+            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
+            subclass of :py:class:`datetime.datetime` with the ``fold``
+            attribute added, if ``fold`` is 1.
+
+        .. versionadded:: 2.6.0
+        """
+        return dt.replace(fold=fold)
+
+else:
+    class _DatetimeWithFold(datetime):
+        """
+        This is a class designed to provide a PEP 495-compliant interface for
+        Python versions before 3.6. It is used only for dates in a fold, so
+        the ``fold`` attribute is fixed at ``1``.
+
+        .. versionadded:: 2.6.0
+        """
+        __slots__ = ()
+
+        def replace(self, *args, **kwargs):
+            """
+            Return a datetime with the same attributes, except for those
+            attributes given new values by whichever keyword arguments are
+            specified. Note that tzinfo=None can be specified to create a naive
+            datetime from an aware datetime with no conversion of date and time
+            data.
+
+            This is reimplemented in ``_DatetimeWithFold`` because pypy3 will
+            return a ``datetime.datetime`` even if ``fold`` is unchanged.
+            """
+            argnames = (
+                'year', 'month', 'day', 'hour', 'minute', 'second',
+                'microsecond', 'tzinfo'
+            )
+
+            for arg, argname in zip(args, argnames):
+                if argname in kwargs:
+                    raise TypeError('Duplicate argument: {}'.format(argname))
+
+                kwargs[argname] = arg
+
+            for argname in argnames:
+                if argname not in kwargs:
+                    kwargs[argname] = getattr(self, argname)
+
+            dt_class = self.__class__ if kwargs.get('fold', 1) else datetime
+
+            return dt_class(**kwargs)
+
+        @property
+        def fold(self):
+            return 1
+
+    def enfold(dt, fold=1):
+        """
+        Provides a unified interface for assigning the ``fold`` attribute to
+        datetimes both before and after the implementation of PEP-495.
+
+        :param fold:
+            The value for the ``fold`` attribute in the returned datetime. This
+            should be either 0 or 1.
+
+        :return:
+            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
+            ``fold`` for all versions of Python. In versions prior to
+            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
+            subclass of :py:class:`datetime.datetime` with the ``fold``
+            attribute added, if ``fold`` is 1.
+
+        .. versionadded:: 2.6.0
+        """
+        if getattr(dt, 'fold', 0) == fold:
+            return dt
+
+        args = dt.timetuple()[:6]
+        args += (dt.microsecond, dt.tzinfo)
+
+        if fold:
+            return _DatetimeWithFold(*args)
+        else:
+            return datetime(*args)
+
+
+def _validate_fromutc_inputs(f):
+    """
+    The CPython version of ``fromutc`` checks that the input is a ``datetime``
+    object and that ``self`` is attached as its ``tzinfo``.
+    """
+    @wraps(f)
+    def fromutc(self, dt):
+        if not isinstance(dt, datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        return f(self, dt)
+
+    return fromutc
+
+
+class _tzinfo(tzinfo):
+    """
+    Base class for all ``dateutil`` ``tzinfo`` objects.
+    """
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+
+        dt = dt.replace(tzinfo=self)
+
+        wall_0 = enfold(dt, fold=0)
+        wall_1 = enfold(dt, fold=1)
+
+        same_offset = wall_0.utcoffset() == wall_1.utcoffset()
+        same_dt = wall_0.replace(tzinfo=None) == wall_1.replace(tzinfo=None)
+
+        return same_dt and not same_offset
+
+    def _fold_status(self, dt_utc, dt_wall):
+        """
+        Determine the fold status of a "wall" datetime, given a representation
+        of the same datetime as a (naive) UTC datetime. This is calculated based
+        on the assumption that ``dt.utcoffset() - dt.dst()`` is constant for all
+        datetimes, and that this offset is the actual number of hours separating
+        ``dt_utc`` and ``dt_wall``.
+
+        :param dt_utc:
+            Representation of the datetime as UTC
+
+        :param dt_wall:
+            Representation of the datetime as "wall time". This parameter must
+            either have a `fold` attribute or have a fold-naive
+            :class:`datetime.tzinfo` attached, otherwise the calculation may
+            fail.
+        """
+        if self.is_ambiguous(dt_wall):
+            delta_wall = dt_wall - dt_utc
+            _fold = int(delta_wall == (dt_utc.utcoffset() - dt_utc.dst()))
+        else:
+            _fold = 0
+
+        return _fold
+
+    def _fold(self, dt):
+        return getattr(dt, 'fold', 0)
+
+    def _fromutc(self, dt):
+        """
+        Given a timezone-aware datetime in a given timezone, calculates a
+        timezone-aware datetime in a new timezone.
+
+        Since this is the one time that we *know* we have an unambiguous
+        datetime object, we take this opportunity to determine whether the
+        datetime is ambiguous and in a "fold" state (e.g. if it's the first
+        occurrence, chronologically, of the ambiguous datetime).
+
+        :param dt:
+            A timezone-aware :class:`datetime.datetime` object.
+        """
+
+        # Re-implement the algorithm from Python's datetime.py
+        dtoff = dt.utcoffset()
+        if dtoff is None:
+            raise ValueError("fromutc() requires a non-None utcoffset() "
+                             "result")
+
+        # The original datetime.py code assumes that `dst()` defaults to
+        # zero during ambiguous times. PEP 495 inverts this presumption, so
+        # for pre-PEP 495 versions of python, we need to tweak the algorithm.
+        dtdst = dt.dst()
+        if dtdst is None:
+            raise ValueError("fromutc() requires a non-None dst() result")
+        delta = dtoff - dtdst
+
+        dt += delta
+        # Set fold=1 so we can default to being in the fold for
+        # ambiguous dates.
+        dtdst = enfold(dt, fold=1).dst()
+        if dtdst is None:
+            raise ValueError("fromutc(): dt.dst gave inconsistent "
+                             "results; cannot convert")
+        return dt + dtdst
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        """
+        Given a timezone-aware datetime in a given timezone, calculates a
+        timezone-aware datetime in a new timezone.
+
+        Since this is the one time that we *know* we have an unambiguous
+        datetime object, we take this opportunity to determine whether the
+        datetime is ambiguous and in a "fold" state (e.g. if it's the first
+        occurrence, chronologically, of the ambiguous datetime).
+
+        :param dt:
+            A timezone-aware :class:`datetime.datetime` object.
+        """
+        dt_wall = self._fromutc(dt)
+
+        # Calculate the fold status given the two datetimes.
+        _fold = self._fold_status(dt, dt_wall)
+
+        # Set the default fold value for ambiguous dates
+        return enfold(dt_wall, fold=_fold)
+
+
+class tzrangebase(_tzinfo):
+    """
+    This is an abstract base class for time zones represented by an annual
+    transition into and out of DST. Child classes should implement the following
+    methods:
+
+        * ``__init__(self, *args, **kwargs)``
+        * ``transitions(self, year)`` - this is expected to return a tuple of
+          datetimes representing the DST on and off transitions in standard
+          time.
+
+    A fully initialized ``tzrangebase`` subclass should also provide the
+    following attributes:
+        * ``hasdst``: Boolean whether or not the zone uses DST.
+        * ``_dst_offset`` / ``_std_offset``: :class:`datetime.timedelta` objects
+          representing the respective UTC offsets.
+        * ``_dst_abbr`` / ``_std_abbr``: Strings representing the timezone short
+          abbreviations in DST and STD, respectively.
+        * ``_hasdst``: Whether or not the zone has DST.
+
+    .. versionadded:: 2.6.0
+    """
+    def __init__(self):
+        raise NotImplementedError('tzrangebase is an abstract base class')
+
+    def utcoffset(self, dt):
+        isdst = self._isdst(dt)
+
+        if isdst is None:
+            return None
+        elif isdst:
+            return self._dst_offset
+        else:
+            return self._std_offset
+
+    def dst(self, dt):
+        isdst = self._isdst(dt)
+
+        if isdst is None:
+            return None
+        elif isdst:
+            return self._dst_base_offset
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        if self._isdst(dt):
+            return self._dst_abbr
+        else:
+            return self._std_abbr
+
+    def fromutc(self, dt):
+        """ Given a datetime in UTC, return local time """
+        if not isinstance(dt, datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        # Get transitions - if there are none, fixed offset
+        transitions = self.transitions(dt.year)
+        if transitions is None:
+            return dt + self.utcoffset(dt)
+
+        # Get the transition times in UTC
+        dston, dstoff = transitions
+
+        dston -= self._std_offset
+        dstoff -= self._std_offset
+
+        utc_transitions = (dston, dstoff)
+        dt_utc = dt.replace(tzinfo=None)
+
+        isdst = self._naive_isdst(dt_utc, utc_transitions)
+
+        if isdst:
+            dt_wall = dt + self._dst_offset
+        else:
+            dt_wall = dt + self._std_offset
+
+        _fold = int(not isdst and self.is_ambiguous(dt_wall))
+
+        return enfold(dt_wall, fold=_fold)
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        if not self.hasdst:
+            return False
+
+        start, end = self.transitions(dt.year)
+
+        dt = dt.replace(tzinfo=None)
+        return (end <= dt < end + self._dst_base_offset)
+
+    def _isdst(self, dt):
+        if not self.hasdst:
+            return False
+        elif dt is None:
+            return None
+
+        transitions = self.transitions(dt.year)
+
+        if transitions is None:
+            return False
+
+        dt = dt.replace(tzinfo=None)
+
+        isdst = self._naive_isdst(dt, transitions)
+
+        # Handle ambiguous dates
+        if not isdst and self.is_ambiguous(dt):
+            return not self._fold(dt)
+        else:
+            return isdst
+
+    def _naive_isdst(self, dt, transitions):
+        dston, dstoff = transitions
+
+        dt = dt.replace(tzinfo=None)
+
+        if dston < dstoff:
+            isdst = dston <= dt < dstoff
+        else:
+            isdst = not dstoff <= dt < dston
+
+        return isdst
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_offset - self._std_offset
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(...)" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_factories.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_factories.py
new file mode 100644
index 000000000..f8a65891a
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_factories.py
@@ -0,0 +1,80 @@
+from datetime import timedelta
+import weakref
+from collections import OrderedDict
+
+from six.moves import _thread
+
+
+class _TzSingleton(type):
+    def __init__(cls, *args, **kwargs):
+        cls.__instance = None
+        super(_TzSingleton, cls).__init__(*args, **kwargs)
+
+    def __call__(cls):
+        if cls.__instance is None:
+            cls.__instance = super(_TzSingleton, cls).__call__()
+        return cls.__instance
+
+
+class _TzFactory(type):
+    def instance(cls, *args, **kwargs):
+        """Alternate constructor that returns a fresh instance"""
+        return type.__call__(cls, *args, **kwargs)
+
+
+class _TzOffsetFactory(_TzFactory):
+    def __init__(cls, *args, **kwargs):
+        cls.__instances = weakref.WeakValueDictionary()
+        cls.__strong_cache = OrderedDict()
+        cls.__strong_cache_size = 8
+
+        cls._cache_lock = _thread.allocate_lock()
+
+    def __call__(cls, name, offset):
+        if isinstance(offset, timedelta):
+            key = (name, offset.total_seconds())
+        else:
+            key = (name, offset)
+
+        instance = cls.__instances.get(key, None)
+        if instance is None:
+            instance = cls.__instances.setdefault(key,
+                                                  cls.instance(name, offset))
+
+        # This lock may not be necessary in Python 3. See GH issue #901
+        with cls._cache_lock:
+            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
+
+            # Remove an item if the strong cache is overpopulated
+            if len(cls.__strong_cache) > cls.__strong_cache_size:
+                cls.__strong_cache.popitem(last=False)
+
+        return instance
+
+
+class _TzStrFactory(_TzFactory):
+    def __init__(cls, *args, **kwargs):
+        cls.__instances = weakref.WeakValueDictionary()
+        cls.__strong_cache = OrderedDict()
+        cls.__strong_cache_size = 8
+
+        cls.__cache_lock = _thread.allocate_lock()
+
+    def __call__(cls, s, posix_offset=False):
+        key = (s, posix_offset)
+        instance = cls.__instances.get(key, None)
+
+        if instance is None:
+            instance = cls.__instances.setdefault(key,
+                cls.instance(s, posix_offset))
+
+        # This lock may not be necessary in Python 3. See GH issue #901
+        with cls.__cache_lock:
+            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
+
+            # Remove an item if the strong cache is overpopulated
+            if len(cls.__strong_cache) > cls.__strong_cache_size:
+                cls.__strong_cache.popitem(last=False)
+
+        return instance
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/tz.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/tz.py
new file mode 100644
index 000000000..617591446
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/tz.py
@@ -0,0 +1,1849 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers timezone implementations subclassing the abstract
+:py:class:`datetime.tzinfo` type. There are classes to handle tzfile format
+files (usually are in :file:`/etc/localtime`, :file:`/usr/share/zoneinfo`,
+etc), TZ environment string (in all known formats), given ranges (with help
+from relative deltas), local machine timezone, fixed offset timezone, and UTC
+timezone.
+"""
+import datetime
+import struct
+import time
+import sys
+import os
+import bisect
+import weakref
+from collections import OrderedDict
+
+import six
+from six import string_types
+from six.moves import _thread
+from ._common import tzname_in_python2, _tzinfo
+from ._common import tzrangebase, enfold
+from ._common import _validate_fromutc_inputs
+
+from ._factories import _TzSingleton, _TzOffsetFactory
+from ._factories import _TzStrFactory
+try:
+    from .win import tzwin, tzwinlocal
+except ImportError:
+    tzwin = tzwinlocal = None
+
+# For warning about rounding tzinfo
+from warnings import warn
+
+ZERO = datetime.timedelta(0)
+EPOCH = datetime.datetime(1970, 1, 1, 0, 0)
+EPOCHORDINAL = EPOCH.toordinal()
+
+
+@six.add_metaclass(_TzSingleton)
+class tzutc(datetime.tzinfo):
+    """
+    This is a tzinfo object that represents the UTC time zone.
+
+    **Examples:**
+
+    .. doctest::
+
+        >>> from datetime import *
+        >>> from dateutil.tz import *
+
+        >>> datetime.now()
+        datetime.datetime(2003, 9, 27, 9, 40, 1, 521290)
+
+        >>> datetime.now(tzutc())
+        datetime.datetime(2003, 9, 27, 12, 40, 12, 156379, tzinfo=tzutc())
+
+        >>> datetime.now(tzutc()).tzname()
+        'UTC'
+
+    .. versionchanged:: 2.7.0
+        ``tzutc()`` is now a singleton, so the result of ``tzutc()`` will
+        always return the same object.
+
+        .. doctest::
+
+            >>> from dateutil.tz import tzutc, UTC
+            >>> tzutc() is tzutc()
+            True
+            >>> tzutc() is UTC
+            True
+    """
+    def utcoffset(self, dt):
+        return ZERO
+
+    def dst(self, dt):
+        return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return "UTC"
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        return False
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        """
+        Fast track version of fromutc() returns the original ``dt`` object for
+        any valid :py:class:`datetime.datetime` object.
+        """
+        return dt
+
+    def __eq__(self, other):
+        if not isinstance(other, (tzutc, tzoffset)):
+            return NotImplemented
+
+        return (isinstance(other, tzutc) or
+                (isinstance(other, tzoffset) and other._offset == ZERO))
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s()" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
+
+
+#: Convenience constant providing a :class:`tzutc()` instance
+#:
+#: .. versionadded:: 2.7.0
+UTC = tzutc()
+
+
+@six.add_metaclass(_TzOffsetFactory)
+class tzoffset(datetime.tzinfo):
+    """
+    A simple class for representing a fixed offset from UTC.
+
+    :param name:
+        The timezone name, to be returned when ``tzname()`` is called.
+    :param offset:
+        The time zone offset in seconds, or (since version 2.6.0, represented
+        as a :py:class:`datetime.timedelta` object).
+    """
+    def __init__(self, name, offset):
+        self._name = name
+
+        try:
+            # Allow a timedelta
+            offset = offset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        self._offset = datetime.timedelta(seconds=_get_supported_offset(offset))
+
+    def utcoffset(self, dt):
+        return self._offset
+
+    def dst(self, dt):
+        return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._name
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        return dt + self._offset
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        return False
+
+    def __eq__(self, other):
+        if not isinstance(other, tzoffset):
+            return NotImplemented
+
+        return self._offset == other._offset
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(%s, %s)" % (self.__class__.__name__,
+                               repr(self._name),
+                               int(self._offset.total_seconds()))
+
+    __reduce__ = object.__reduce__
+
+
+class tzlocal(_tzinfo):
+    """
+    A :class:`tzinfo` subclass built around the ``time`` timezone functions.
+    """
+    def __init__(self):
+        super(tzlocal, self).__init__()
+
+        self._std_offset = datetime.timedelta(seconds=-time.timezone)
+        if time.daylight:
+            self._dst_offset = datetime.timedelta(seconds=-time.altzone)
+        else:
+            self._dst_offset = self._std_offset
+
+        self._dst_saved = self._dst_offset - self._std_offset
+        self._hasdst = bool(self._dst_saved)
+        self._tznames = tuple(time.tzname)
+
+    def utcoffset(self, dt):
+        if dt is None and self._hasdst:
+            return None
+
+        if self._isdst(dt):
+            return self._dst_offset
+        else:
+            return self._std_offset
+
+    def dst(self, dt):
+        if dt is None and self._hasdst:
+            return None
+
+        if self._isdst(dt):
+            return self._dst_offset - self._std_offset
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._tznames[self._isdst(dt)]
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        naive_dst = self._naive_is_dst(dt)
+        return (not naive_dst and
+                (naive_dst != self._naive_is_dst(dt - self._dst_saved)))
+
+    def _naive_is_dst(self, dt):
+        timestamp = _datetime_to_timestamp(dt)
+        return time.localtime(timestamp + time.timezone).tm_isdst
+
+    def _isdst(self, dt, fold_naive=True):
+        # We can't use mktime here. It is unstable when deciding if
+        # the hour near to a change is DST or not.
+        #
+        # timestamp = time.mktime((dt.year, dt.month, dt.day, dt.hour,
+        #                         dt.minute, dt.second, dt.weekday(), 0, -1))
+        # return time.localtime(timestamp).tm_isdst
+        #
+        # The code above yields the following result:
+        #
+        # >>> import tz, datetime
+        # >>> t = tz.tzlocal()
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRDT'
+        # >>> datetime.datetime(2003,2,16,0,tzinfo=t).tzname()
+        # 'BRST'
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRST'
+        # >>> datetime.datetime(2003,2,15,22,tzinfo=t).tzname()
+        # 'BRDT'
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRDT'
+        #
+        # Here is a more stable implementation:
+        #
+        if not self._hasdst:
+            return False
+
+        # Check for ambiguous times:
+        dstval = self._naive_is_dst(dt)
+        fold = getattr(dt, 'fold', None)
+
+        if self.is_ambiguous(dt):
+            if fold is not None:
+                return not self._fold(dt)
+            else:
+                return True
+
+        return dstval
+
+    def __eq__(self, other):
+        if isinstance(other, tzlocal):
+            return (self._std_offset == other._std_offset and
+                    self._dst_offset == other._dst_offset)
+        elif isinstance(other, tzutc):
+            return (not self._hasdst and
+                    self._tznames[0] in {'UTC', 'GMT'} and
+                    self._std_offset == ZERO)
+        elif isinstance(other, tzoffset):
+            return (not self._hasdst and
+                    self._tznames[0] == other._name and
+                    self._std_offset == other._offset)
+        else:
+            return NotImplemented
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s()" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
+
+
+class _ttinfo(object):
+    __slots__ = ["offset", "delta", "isdst", "abbr",
+                 "isstd", "isgmt", "dstoffset"]
+
+    def __init__(self):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+
+    def __repr__(self):
+        l = []
+        for attr in self.__slots__:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("%s=%s" % (attr, repr(value)))
+        return "%s(%s)" % (self.__class__.__name__, ", ".join(l))
+
+    def __eq__(self, other):
+        if not isinstance(other, _ttinfo):
+            return NotImplemented
+
+        return (self.offset == other.offset and
+                self.delta == other.delta and
+                self.isdst == other.isdst and
+                self.abbr == other.abbr and
+                self.isstd == other.isstd and
+                self.isgmt == other.isgmt and
+                self.dstoffset == other.dstoffset)
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __getstate__(self):
+        state = {}
+        for name in self.__slots__:
+            state[name] = getattr(self, name, None)
+        return state
+
+    def __setstate__(self, state):
+        for name in self.__slots__:
+            if name in state:
+                setattr(self, name, state[name])
+
+
+class _tzfile(object):
+    """
+    Lightweight class for holding the relevant transition and time zone
+    information read from binary tzfiles.
+    """
+    attrs = ['trans_list', 'trans_list_utc', 'trans_idx', 'ttinfo_list',
+             'ttinfo_std', 'ttinfo_dst', 'ttinfo_before', 'ttinfo_first']
+
+    def __init__(self, **kwargs):
+        for attr in self.attrs:
+            setattr(self, attr, kwargs.get(attr, None))
+
+
+class tzfile(_tzinfo):
+    """
+    This is a ``tzinfo`` subclass that allows one to use the ``tzfile(5)``
+    format timezone files to extract current and historical zone information.
+
+    :param fileobj:
+        This can be an opened file stream or a file name that the time zone
+        information can be read from.
+
+    :param filename:
+        This is an optional parameter specifying the source of the time zone
+        information in the event that ``fileobj`` is a file object. If omitted
+        and ``fileobj`` is a file stream, this parameter will be set either to
+        ``fileobj``'s ``name`` attribute or to ``repr(fileobj)``.
+
+    See `Sources for Time Zone and Daylight Saving Time Data
+    <https://data.iana.org/time-zones/tz-link.html>`_ for more information.
+    Time zone files can be compiled from the `IANA Time Zone database files
+    <https://www.iana.org/time-zones>`_ with the `zic time zone compiler
+    <https://www.freebsd.org/cgi/man.cgi?query=zic&sektion=8>`_
+
+    .. note::
+
+        Only construct a ``tzfile`` directly if you have a specific timezone
+        file on disk that you want to read into a Python ``tzinfo`` object.
+        If you want to get a ``tzfile`` representing a specific IANA zone,
+        (e.g. ``'America/New_York'``), you should call
+        :func:`dateutil.tz.gettz` with the zone identifier.
+
+
+    **Examples:**
+
+    Using the US Eastern time zone as an example, we can see that a ``tzfile``
+    provides time zone information for the standard Daylight Saving offsets:
+
+    .. testsetup:: tzfile
+
+        from dateutil.tz import gettz
+        from datetime import datetime
+
+    .. doctest:: tzfile
+
+        >>> NYC = gettz('America/New_York')
+        >>> NYC
+        tzfile('/usr/share/zoneinfo/America/New_York')
+
+        >>> print(datetime(2016, 1, 3, tzinfo=NYC))     # EST
+        2016-01-03 00:00:00-05:00
+
+        >>> print(datetime(2016, 7, 7, tzinfo=NYC))     # EDT
+        2016-07-07 00:00:00-04:00
+
+
+    The ``tzfile`` structure contains a fully history of the time zone,
+    so historical dates will also have the right offsets. For example, before
+    the adoption of the UTC standards, New York used local solar  mean time:
+
+    .. doctest:: tzfile
+
+       >>> print(datetime(1901, 4, 12, tzinfo=NYC))    # LMT
+       1901-04-12 00:00:00-04:56
+
+    And during World War II, New York was on "Eastern War Time", which was a
+    state of permanent daylight saving time:
+
+    .. doctest:: tzfile
+
+        >>> print(datetime(1944, 2, 7, tzinfo=NYC))    # EWT
+        1944-02-07 00:00:00-04:00
+
+    """
+
+    def __init__(self, fileobj, filename=None):
+        super(tzfile, self).__init__()
+
+        file_opened_here = False
+        if isinstance(fileobj, string_types):
+            self._filename = fileobj
+            fileobj = open(fileobj, 'rb')
+            file_opened_here = True
+        elif filename is not None:
+            self._filename = filename
+        elif hasattr(fileobj, "name"):
+            self._filename = fileobj.name
+        else:
+            self._filename = repr(fileobj)
+
+        if fileobj is not None:
+            if not file_opened_here:
+                fileobj = _nullcontext(fileobj)
+
+            with fileobj as file_stream:
+                tzobj = self._read_tzfile(file_stream)
+
+            self._set_tzdata(tzobj)
+
+    def _set_tzdata(self, tzobj):
+        """ Set the time zone data of this object from a _tzfile object """
+        # Copy the relevant attributes over as private attributes
+        for attr in _tzfile.attrs:
+            setattr(self, '_' + attr, getattr(tzobj, attr))
+
+    def _read_tzfile(self, fileobj):
+        out = _tzfile()
+
+        # From tzfile(5):
+        #
+        # The time zone information files used by tzset(3)
+        # begin with the magic characters "TZif" to identify
+        # them as time zone information files, followed by
+        # sixteen bytes reserved for future use, followed by
+        # six four-byte values of type long, written in a
+        # ``standard'' byte order (the high-order  byte
+        # of the value is written first).
+        if fileobj.read(4).decode() != "TZif":
+            raise ValueError("magic not found")
+
+        fileobj.read(16)
+
+        (
+            # The number of UTC/local indicators stored in the file.
+            ttisgmtcnt,
+
+            # The number of standard/wall indicators stored in the file.
+            ttisstdcnt,
+
+            # The number of leap seconds for which data is
+            # stored in the file.
+            leapcnt,
+
+            # The number of "transition times" for which data
+            # is stored in the file.
+            timecnt,
+
+            # The number of "local time types" for which data
+            # is stored in the file (must not be zero).
+            typecnt,
+
+            # The  number  of  characters  of "time zone
+            # abbreviation strings" stored in the file.
+            charcnt,
+
+        ) = struct.unpack(">6l", fileobj.read(24))
+
+        # The above header is followed by tzh_timecnt four-byte
+        # values  of  type long,  sorted  in ascending order.
+        # These values are written in ``standard'' byte order.
+        # Each is used as a transition time (as  returned  by
+        # time(2)) at which the rules for computing local time
+        # change.
+
+        if timecnt:
+            out.trans_list_utc = list(struct.unpack(">%dl" % timecnt,
+                                                    fileobj.read(timecnt*4)))
+        else:
+            out.trans_list_utc = []
+
+        # Next come tzh_timecnt one-byte values of type unsigned
+        # char; each one tells which of the different types of
+        # ``local time'' types described in the file is associated
+        # with the same-indexed transition time. These values
+        # serve as indices into an array of ttinfo structures that
+        # appears next in the file.
+
+        if timecnt:
+            out.trans_idx = struct.unpack(">%dB" % timecnt,
+                                          fileobj.read(timecnt))
+        else:
+            out.trans_idx = []
+
+        # Each ttinfo structure is written as a four-byte value
+        # for tt_gmtoff  of  type long,  in  a  standard  byte
+        # order, followed  by a one-byte value for tt_isdst
+        # and a one-byte  value  for  tt_abbrind.   In  each
+        # structure, tt_gmtoff  gives  the  number  of
+        # seconds to be added to UTC, tt_isdst tells whether
+        # tm_isdst should be set by  localtime(3),  and
+        # tt_abbrind serves  as an index into the array of
+        # time zone abbreviation characters that follow the
+        # ttinfo structure(s) in the file.
+
+        ttinfo = []
+
+        for i in range(typecnt):
+            ttinfo.append(struct.unpack(">lbb", fileobj.read(6)))
+
+        abbr = fileobj.read(charcnt).decode()
+
+        # Then there are tzh_leapcnt pairs of four-byte
+        # values, written in  standard byte  order;  the
+        # first  value  of  each pair gives the time (as
+        # returned by time(2)) at which a leap second
+        # occurs;  the  second  gives the  total  number of
+        # leap seconds to be applied after the given time.
+        # The pairs of values are sorted in ascending order
+        # by time.
+
+        # Not used, for now (but seek for correct file position)
+        if leapcnt:
+            fileobj.seek(leapcnt * 8, os.SEEK_CUR)
+
+        # Then there are tzh_ttisstdcnt standard/wall
+        # indicators, each stored as a one-byte value;
+        # they tell whether the transition times associated
+        # with local time types were specified as standard
+        # time or wall clock time, and are used when
+        # a time zone file is used in handling POSIX-style
+        # time zone environment variables.
+
+        if ttisstdcnt:
+            isstd = struct.unpack(">%db" % ttisstdcnt,
+                                  fileobj.read(ttisstdcnt))
+
+        # Finally, there are tzh_ttisgmtcnt UTC/local
+        # indicators, each stored as a one-byte value;
+        # they tell whether the transition times associated
+        # with local time types were specified as UTC or
+        # local time, and are used when a time zone file
+        # is used in handling POSIX-style time zone envi-
+        # ronment variables.
+
+        if ttisgmtcnt:
+            isgmt = struct.unpack(">%db" % ttisgmtcnt,
+                                  fileobj.read(ttisgmtcnt))
+
+        # Build ttinfo list
+        out.ttinfo_list = []
+        for i in range(typecnt):
+            gmtoff, isdst, abbrind = ttinfo[i]
+            gmtoff = _get_supported_offset(gmtoff)
+            tti = _ttinfo()
+            tti.offset = gmtoff
+            tti.dstoffset = datetime.timedelta(0)
+            tti.delta = datetime.timedelta(seconds=gmtoff)
+            tti.isdst = isdst
+            tti.abbr = abbr[abbrind:abbr.find('\x00', abbrind)]
+            tti.isstd = (ttisstdcnt > i and isstd[i] != 0)
+            tti.isgmt = (ttisgmtcnt > i and isgmt[i] != 0)
+            out.ttinfo_list.append(tti)
+
+        # Replace ttinfo indexes for ttinfo objects.
+        out.trans_idx = [out.ttinfo_list[idx] for idx in out.trans_idx]
+
+        # Set standard, dst, and before ttinfos. before will be
+        # used when a given time is before any transitions,
+        # and will be set to the first non-dst ttinfo, or to
+        # the first dst, if all of them are dst.
+        out.ttinfo_std = None
+        out.ttinfo_dst = None
+        out.ttinfo_before = None
+        if out.ttinfo_list:
+            if not out.trans_list_utc:
+                out.ttinfo_std = out.ttinfo_first = out.ttinfo_list[0]
+            else:
+                for i in range(timecnt-1, -1, -1):
+                    tti = out.trans_idx[i]
+                    if not out.ttinfo_std and not tti.isdst:
+                        out.ttinfo_std = tti
+                    elif not out.ttinfo_dst and tti.isdst:
+                        out.ttinfo_dst = tti
+
+                    if out.ttinfo_std and out.ttinfo_dst:
+                        break
+                else:
+                    if out.ttinfo_dst and not out.ttinfo_std:
+                        out.ttinfo_std = out.ttinfo_dst
+
+                for tti in out.ttinfo_list:
+                    if not tti.isdst:
+                        out.ttinfo_before = tti
+                        break
+                else:
+                    out.ttinfo_before = out.ttinfo_list[0]
+
+        # Now fix transition times to become relative to wall time.
+        #
+        # I'm not sure about this. In my tests, the tz source file
+        # is setup to wall time, and in the binary file isstd and
+        # isgmt are off, so it should be in wall time. OTOH, it's
+        # always in gmt time. Let me know if you have comments
+        # about this.
+        lastdst = None
+        lastoffset = None
+        lastdstoffset = None
+        lastbaseoffset = None
+        out.trans_list = []
+
+        for i, tti in enumerate(out.trans_idx):
+            offset = tti.offset
+            dstoffset = 0
+
+            if lastdst is not None:
+                if tti.isdst:
+                    if not lastdst:
+                        dstoffset = offset - lastoffset
+
+                    if not dstoffset and lastdstoffset:
+                        dstoffset = lastdstoffset
+
+                    tti.dstoffset = datetime.timedelta(seconds=dstoffset)
+                    lastdstoffset = dstoffset
+
+            # If a time zone changes its base offset during a DST transition,
+            # then you need to adjust by the previous base offset to get the
+            # transition time in local time. Otherwise you use the current
+            # base offset. Ideally, I would have some mathematical proof of
+            # why this is true, but I haven't really thought about it enough.
+            baseoffset = offset - dstoffset
+            adjustment = baseoffset
+            if (lastbaseoffset is not None and baseoffset != lastbaseoffset
+                    and tti.isdst != lastdst):
+                # The base DST has changed
+                adjustment = lastbaseoffset
+
+            lastdst = tti.isdst
+            lastoffset = offset
+            lastbaseoffset = baseoffset
+
+            out.trans_list.append(out.trans_list_utc[i] + adjustment)
+
+        out.trans_idx = tuple(out.trans_idx)
+        out.trans_list = tuple(out.trans_list)
+        out.trans_list_utc = tuple(out.trans_list_utc)
+
+        return out
+
+    def _find_last_transition(self, dt, in_utc=False):
+        # If there's no list, there are no transitions to find
+        if not self._trans_list:
+            return None
+
+        timestamp = _datetime_to_timestamp(dt)
+
+        # Find where the timestamp fits in the transition list - if the
+        # timestamp is a transition time, it's part of the "after" period.
+        trans_list = self._trans_list_utc if in_utc else self._trans_list
+        idx = bisect.bisect_right(trans_list, timestamp)
+
+        # We want to know when the previous transition was, so subtract off 1
+        return idx - 1
+
+    def _get_ttinfo(self, idx):
+        # For no list or after the last transition, default to _ttinfo_std
+        if idx is None or (idx + 1) >= len(self._trans_list):
+            return self._ttinfo_std
+
+        # If there is a list and the time is before it, return _ttinfo_before
+        if idx < 0:
+            return self._ttinfo_before
+
+        return self._trans_idx[idx]
+
+    def _find_ttinfo(self, dt):
+        idx = self._resolve_ambiguous_time(dt)
+
+        return self._get_ttinfo(idx)
+
+    def fromutc(self, dt):
+        """
+        The ``tzfile`` implementation of :py:func:`datetime.tzinfo.fromutc`.
+
+        :param dt:
+            A :py:class:`datetime.datetime` object.
+
+        :raises TypeError:
+            Raised if ``dt`` is not a :py:class:`datetime.datetime` object.
+
+        :raises ValueError:
+            Raised if this is called with a ``dt`` which does not have this
+            ``tzinfo`` attached.
+
+        :return:
+            Returns a :py:class:`datetime.datetime` object representing the
+            wall time in ``self``'s time zone.
+        """
+        # These isinstance checks are in datetime.tzinfo, so we'll preserve
+        # them, even if we don't care about duck typing.
+        if not isinstance(dt, datetime.datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        # First treat UTC as wall time and get the transition we're in.
+        idx = self._find_last_transition(dt, in_utc=True)
+        tti = self._get_ttinfo(idx)
+
+        dt_out = dt + datetime.timedelta(seconds=tti.offset)
+
+        fold = self.is_ambiguous(dt_out, idx=idx)
+
+        return enfold(dt_out, fold=int(fold))
+
+    def is_ambiguous(self, dt, idx=None):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        if idx is None:
+            idx = self._find_last_transition(dt)
+
+        # Calculate the difference in offsets from current to previous
+        timestamp = _datetime_to_timestamp(dt)
+        tti = self._get_ttinfo(idx)
+
+        if idx is None or idx <= 0:
+            return False
+
+        od = self._get_ttinfo(idx - 1).offset - tti.offset
+        tt = self._trans_list[idx]          # Transition time
+
+        return timestamp < tt + od
+
+    def _resolve_ambiguous_time(self, dt):
+        idx = self._find_last_transition(dt)
+
+        # If we have no transitions, return the index
+        _fold = self._fold(dt)
+        if idx is None or idx == 0:
+            return idx
+
+        # If it's ambiguous and we're in a fold, shift to a different index.
+        idx_offset = int(not _fold and self.is_ambiguous(dt, idx))
+
+        return idx - idx_offset
+
+    def utcoffset(self, dt):
+        if dt is None:
+            return None
+
+        if not self._ttinfo_std:
+            return ZERO
+
+        return self._find_ttinfo(dt).delta
+
+    def dst(self, dt):
+        if dt is None:
+            return None
+
+        if not self._ttinfo_dst:
+            return ZERO
+
+        tti = self._find_ttinfo(dt)
+
+        if not tti.isdst:
+            return ZERO
+
+        # The documentation says that utcoffset()-dst() must
+        # be constant for every dt.
+        return tti.dstoffset
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        if not self._ttinfo_std or dt is None:
+            return None
+        return self._find_ttinfo(dt).abbr
+
+    def __eq__(self, other):
+        if not isinstance(other, tzfile):
+            return NotImplemented
+        return (self._trans_list == other._trans_list and
+                self._trans_idx == other._trans_idx and
+                self._ttinfo_list == other._ttinfo_list)
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._filename))
+
+    def __reduce__(self):
+        return self.__reduce_ex__(None)
+
+    def __reduce_ex__(self, protocol):
+        return (self.__class__, (None, self._filename), self.__dict__)
+
+
+class tzrange(tzrangebase):
+    """
+    The ``tzrange`` object is a time zone specified by a set of offsets and
+    abbreviations, equivalent to the way the ``TZ`` variable can be specified
+    in POSIX-like systems, but using Python delta objects to specify DST
+    start, end and offsets.
+
+    :param stdabbr:
+        The abbreviation for standard time (e.g. ``'EST'``).
+
+    :param stdoffset:
+        An integer or :class:`datetime.timedelta` object or equivalent
+        specifying the base offset from UTC.
+
+        If unspecified, +00:00 is used.
+
+    :param dstabbr:
+        The abbreviation for DST / "Summer" time (e.g. ``'EDT'``).
+
+        If specified, with no other DST information, DST is assumed to occur
+        and the default behavior or ``dstoffset``, ``start`` and ``end`` is
+        used. If unspecified and no other DST information is specified, it
+        is assumed that this zone has no DST.
+
+        If this is unspecified and other DST information is *is* specified,
+        DST occurs in the zone but the time zone abbreviation is left
+        unchanged.
+
+    :param dstoffset:
+        A an integer or :class:`datetime.timedelta` object or equivalent
+        specifying the UTC offset during DST. If unspecified and any other DST
+        information is specified, it is assumed to be the STD offset +1 hour.
+
+    :param start:
+        A :class:`relativedelta.relativedelta` object or equivalent specifying
+        the time and time of year that daylight savings time starts. To
+        specify, for example, that DST starts at 2AM on the 2nd Sunday in
+        March, pass:
+
+            ``relativedelta(hours=2, month=3, day=1, weekday=SU(+2))``
+
+        If unspecified and any other DST information is specified, the default
+        value is 2 AM on the first Sunday in April.
+
+    :param end:
+        A :class:`relativedelta.relativedelta` object or equivalent
+        representing the time and time of year that daylight savings time
+        ends, with the same specification method as in ``start``. One note is
+        that this should point to the first time in the *standard* zone, so if
+        a transition occurs at 2AM in the DST zone and the clocks are set back
+        1 hour to 1AM, set the ``hours`` parameter to +1.
+
+
+    **Examples:**
+
+    .. testsetup:: tzrange
+
+        from dateutil.tz import tzrange, tzstr
+
+    .. doctest:: tzrange
+
+        >>> tzstr('EST5EDT') == tzrange("EST", -18000, "EDT")
+        True
+
+        >>> from dateutil.relativedelta import *
+        >>> range1 = tzrange("EST", -18000, "EDT")
+        >>> range2 = tzrange("EST", -18000, "EDT", -14400,
+        ...                  relativedelta(hours=+2, month=4, day=1,
+        ...                                weekday=SU(+1)),
+        ...                  relativedelta(hours=+1, month=10, day=31,
+        ...                                weekday=SU(-1)))
+        >>> tzstr('EST5EDT') == range1 == range2
+        True
+
+    """
+    def __init__(self, stdabbr, stdoffset=None,
+                 dstabbr=None, dstoffset=None,
+                 start=None, end=None):
+
+        global relativedelta
+        from dateutil import relativedelta
+
+        self._std_abbr = stdabbr
+        self._dst_abbr = dstabbr
+
+        try:
+            stdoffset = stdoffset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        try:
+            dstoffset = dstoffset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        if stdoffset is not None:
+            self._std_offset = datetime.timedelta(seconds=stdoffset)
+        else:
+            self._std_offset = ZERO
+
+        if dstoffset is not None:
+            self._dst_offset = datetime.timedelta(seconds=dstoffset)
+        elif dstabbr and stdoffset is not None:
+            self._dst_offset = self._std_offset + datetime.timedelta(hours=+1)
+        else:
+            self._dst_offset = ZERO
+
+        if dstabbr and start is None:
+            self._start_delta = relativedelta.relativedelta(
+                hours=+2, month=4, day=1, weekday=relativedelta.SU(+1))
+        else:
+            self._start_delta = start
+
+        if dstabbr and end is None:
+            self._end_delta = relativedelta.relativedelta(
+                hours=+1, month=10, day=31, weekday=relativedelta.SU(-1))
+        else:
+            self._end_delta = end
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = bool(self._start_delta)
+
+    def transitions(self, year):
+        """
+        For a given year, get the DST on and off transition times, expressed
+        always on the standard time side. For zones with no transitions, this
+        function returns ``None``.
+
+        :param year:
+            The year whose transitions you would like to query.
+
+        :return:
+            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
+            ``(dston, dstoff)`` for zones with an annual DST transition, or
+            ``None`` for fixed offset zones.
+        """
+        if not self.hasdst:
+            return None
+
+        base_year = datetime.datetime(year, 1, 1)
+
+        start = base_year + self._start_delta
+        end = base_year + self._end_delta
+
+        return (start, end)
+
+    def __eq__(self, other):
+        if not isinstance(other, tzrange):
+            return NotImplemented
+
+        return (self._std_abbr == other._std_abbr and
+                self._dst_abbr == other._dst_abbr and
+                self._std_offset == other._std_offset and
+                self._dst_offset == other._dst_offset and
+                self._start_delta == other._start_delta and
+                self._end_delta == other._end_delta)
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_base_offset_
+
+
+@six.add_metaclass(_TzStrFactory)
+class tzstr(tzrange):
+    """
+    ``tzstr`` objects are time zone objects specified by a time-zone string as
+    it would be passed to a ``TZ`` variable on POSIX-style systems (see
+    the `GNU C Library: TZ Variable`_ for more details).
+
+    There is one notable exception, which is that POSIX-style time zones use an
+    inverted offset format, so normally ``GMT+3`` would be parsed as an offset
+    3 hours *behind* GMT. The ``tzstr`` time zone object will parse this as an
+    offset 3 hours *ahead* of GMT. If you would like to maintain the POSIX
+    behavior, pass a ``True`` value to ``posix_offset``.
+
+    The :class:`tzrange` object provides the same functionality, but is
+    specified using :class:`relativedelta.relativedelta` objects. rather than
+    strings.
+
+    :param s:
+        A time zone string in ``TZ`` variable format. This can be a
+        :class:`bytes` (2.x: :class:`str`), :class:`str` (2.x:
+        :class:`unicode`) or a stream emitting unicode characters
+        (e.g. :class:`StringIO`).
+
+    :param posix_offset:
+        Optional. If set to ``True``, interpret strings such as ``GMT+3`` or
+        ``UTC+3`` as being 3 hours *behind* UTC rather than ahead, per the
+        POSIX standard.
+
+    .. caution::
+
+        Prior to version 2.7.0, this function also supported time zones
+        in the format:
+
+            * ``EST5EDT,4,0,6,7200,10,0,26,7200,3600``
+            * ``EST5EDT,4,1,0,7200,10,-1,0,7200,3600``
+
+        This format is non-standard and has been deprecated; this function
+        will raise a :class:`DeprecatedTZFormatWarning` until
+        support is removed in a future version.
+
+    .. _`GNU C Library: TZ Variable`:
+        https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
+    """
+    def __init__(self, s, posix_offset=False):
+        global parser
+        from dateutil.parser import _parser as parser
+
+        self._s = s
+
+        res = parser._parsetz(s)
+        if res is None or res.any_unused_tokens:
+            raise ValueError("unknown string format")
+
+        # Here we break the compatibility with the TZ variable handling.
+        # GMT-3 actually *means* the timezone -3.
+        if res.stdabbr in ("GMT", "UTC") and not posix_offset:
+            res.stdoffset *= -1
+
+        # We must initialize it first, since _delta() needs
+        # _std_offset and _dst_offset set. Use False in start/end
+        # to avoid building it two times.
+        tzrange.__init__(self, res.stdabbr, res.stdoffset,
+                         res.dstabbr, res.dstoffset,
+                         start=False, end=False)
+
+        if not res.dstabbr:
+            self._start_delta = None
+            self._end_delta = None
+        else:
+            self._start_delta = self._delta(res.start)
+            if self._start_delta:
+                self._end_delta = self._delta(res.end, isend=1)
+
+        self.hasdst = bool(self._start_delta)
+
+    def _delta(self, x, isend=0):
+        from dateutil import relativedelta
+        kwargs = {}
+        if x.month is not None:
+            kwargs["month"] = x.month
+            if x.weekday is not None:
+                kwargs["weekday"] = relativedelta.weekday(x.weekday, x.week)
+                if x.week > 0:
+                    kwargs["day"] = 1
+                else:
+                    kwargs["day"] = 31
+            elif x.day:
+                kwargs["day"] = x.day
+        elif x.yday is not None:
+            kwargs["yearday"] = x.yday
+        elif x.jyday is not None:
+            kwargs["nlyearday"] = x.jyday
+        if not kwargs:
+            # Default is to start on first sunday of april, and end
+            # on last sunday of october.
+            if not isend:
+                kwargs["month"] = 4
+                kwargs["day"] = 1
+                kwargs["weekday"] = relativedelta.SU(+1)
+            else:
+                kwargs["month"] = 10
+                kwargs["day"] = 31
+                kwargs["weekday"] = relativedelta.SU(-1)
+        if x.time is not None:
+            kwargs["seconds"] = x.time
+        else:
+            # Default is 2AM.
+            kwargs["seconds"] = 7200
+        if isend:
+            # Convert to standard time, to follow the documented way
+            # of working with the extra hour. See the documentation
+            # of the tzinfo class.
+            delta = self._dst_offset - self._std_offset
+            kwargs["seconds"] -= delta.seconds + delta.days * 86400
+        return relativedelta.relativedelta(**kwargs)
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
+
+
+class _tzicalvtzcomp(object):
+    def __init__(self, tzoffsetfrom, tzoffsetto, isdst,
+                 tzname=None, rrule=None):
+        self.tzoffsetfrom = datetime.timedelta(seconds=tzoffsetfrom)
+        self.tzoffsetto = datetime.timedelta(seconds=tzoffsetto)
+        self.tzoffsetdiff = self.tzoffsetto - self.tzoffsetfrom
+        self.isdst = isdst
+        self.tzname = tzname
+        self.rrule = rrule
+
+
+class _tzicalvtz(_tzinfo):
+    def __init__(self, tzid, comps=[]):
+        super(_tzicalvtz, self).__init__()
+
+        self._tzid = tzid
+        self._comps = comps
+        self._cachedate = []
+        self._cachecomp = []
+        self._cache_lock = _thread.allocate_lock()
+
+    def _find_comp(self, dt):
+        if len(self._comps) == 1:
+            return self._comps[0]
+
+        dt = dt.replace(tzinfo=None)
+
+        try:
+            with self._cache_lock:
+                return self._cachecomp[self._cachedate.index(
+                    (dt, self._fold(dt)))]
+        except ValueError:
+            pass
+
+        lastcompdt = None
+        lastcomp = None
+
+        for comp in self._comps:
+            compdt = self._find_compdt(comp, dt)
+
+            if compdt and (not lastcompdt or lastcompdt < compdt):
+                lastcompdt = compdt
+                lastcomp = comp
+
+        if not lastcomp:
+            # RFC says nothing about what to do when a given
+            # time is before the first onset date. We'll look for the
+            # first standard component, or the first component, if
+            # none is found.
+            for comp in self._comps:
+                if not comp.isdst:
+                    lastcomp = comp
+                    break
+            else:
+                lastcomp = comp[0]
+
+        with self._cache_lock:
+            self._cachedate.insert(0, (dt, self._fold(dt)))
+            self._cachecomp.insert(0, lastcomp)
+
+            if len(self._cachedate) > 10:
+                self._cachedate.pop()
+                self._cachecomp.pop()
+
+        return lastcomp
+
+    def _find_compdt(self, comp, dt):
+        if comp.tzoffsetdiff < ZERO and self._fold(dt):
+            dt -= comp.tzoffsetdiff
+
+        compdt = comp.rrule.before(dt, inc=True)
+
+        return compdt
+
+    def utcoffset(self, dt):
+        if dt is None:
+            return None
+
+        return self._find_comp(dt).tzoffsetto
+
+    def dst(self, dt):
+        comp = self._find_comp(dt)
+        if comp.isdst:
+            return comp.tzoffsetdiff
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._find_comp(dt).tzname
+
+    def __repr__(self):
+        return "<tzicalvtz %s>" % repr(self._tzid)
+
+    __reduce__ = object.__reduce__
+
+
+class tzical(object):
+    """
+    This object is designed to parse an iCalendar-style ``VTIMEZONE`` structure
+    as set out in `RFC 5545`_ Section 4.6.5 into one or more `tzinfo` objects.
+
+    :param `fileobj`:
+        A file or stream in iCalendar format, which should be UTF-8 encoded
+        with CRLF endings.
+
+    .. _`RFC 5545`: https://tools.ietf.org/html/rfc5545
+    """
+    def __init__(self, fileobj):
+        global rrule
+        from dateutil import rrule
+
+        if isinstance(fileobj, string_types):
+            self._s = fileobj
+            # ical should be encoded in UTF-8 with CRLF
+            fileobj = open(fileobj, 'r')
+        else:
+            self._s = getattr(fileobj, 'name', repr(fileobj))
+            fileobj = _nullcontext(fileobj)
+
+        self._vtz = {}
+
+        with fileobj as fobj:
+            self._parse_rfc(fobj.read())
+
+    def keys(self):
+        """
+        Retrieves the available time zones as a list.
+        """
+        return list(self._vtz.keys())
+
+    def get(self, tzid=None):
+        """
+        Retrieve a :py:class:`datetime.tzinfo` object by its ``tzid``.
+
+        :param tzid:
+            If there is exactly one time zone available, omitting ``tzid``
+            or passing :py:const:`None` value returns it. Otherwise a valid
+            key (which can be retrieved from :func:`keys`) is required.
+
+        :raises ValueError:
+            Raised if ``tzid`` is not specified but there are either more
+            or fewer than 1 zone defined.
+
+        :returns:
+            Returns either a :py:class:`datetime.tzinfo` object representing
+            the relevant time zone or :py:const:`None` if the ``tzid`` was
+            not found.
+        """
+        if tzid is None:
+            if len(self._vtz) == 0:
+                raise ValueError("no timezones defined")
+            elif len(self._vtz) > 1:
+                raise ValueError("more than one timezone available")
+            tzid = next(iter(self._vtz))
+
+        return self._vtz.get(tzid)
+
+    def _parse_offset(self, s):
+        s = s.strip()
+        if not s:
+            raise ValueError("empty offset")
+        if s[0] in ('+', '-'):
+            signal = (-1, +1)[s[0] == '+']
+            s = s[1:]
+        else:
+            signal = +1
+        if len(s) == 4:
+            return (int(s[:2]) * 3600 + int(s[2:]) * 60) * signal
+        elif len(s) == 6:
+            return (int(s[:2]) * 3600 + int(s[2:4]) * 60 + int(s[4:])) * signal
+        else:
+            raise ValueError("invalid offset: " + s)
+
+    def _parse_rfc(self, s):
+        lines = s.splitlines()
+        if not lines:
+            raise ValueError("empty string")
+
+        # Unfold
+        i = 0
+        while i < len(lines):
+            line = lines[i].rstrip()
+            if not line:
+                del lines[i]
+            elif i > 0 and line[0] == " ":
+                lines[i-1] += line[1:]
+                del lines[i]
+            else:
+                i += 1
+
+        tzid = None
+        comps = []
+        invtz = False
+        comptype = None
+        for line in lines:
+            if not line:
+                continue
+            name, value = line.split(':', 1)
+            parms = name.split(';')
+            if not parms:
+                raise ValueError("empty property name")
+            name = parms[0].upper()
+            parms = parms[1:]
+            if invtz:
+                if name == "BEGIN":
+                    if value in ("STANDARD", "DAYLIGHT"):
+                        # Process component
+                        pass
+                    else:
+                        raise ValueError("unknown component: "+value)
+                    comptype = value
+                    founddtstart = False
+                    tzoffsetfrom = None
+                    tzoffsetto = None
+                    rrulelines = []
+                    tzname = None
+                elif name == "END":
+                    if value == "VTIMEZONE":
+                        if comptype:
+                            raise ValueError("component not closed: "+comptype)
+                        if not tzid:
+                            raise ValueError("mandatory TZID not found")
+                        if not comps:
+                            raise ValueError(
+                                "at least one component is needed")
+                        # Process vtimezone
+                        self._vtz[tzid] = _tzicalvtz(tzid, comps)
+                        invtz = False
+                    elif value == comptype:
+                        if not founddtstart:
+                            raise ValueError("mandatory DTSTART not found")
+                        if tzoffsetfrom is None:
+                            raise ValueError(
+                                "mandatory TZOFFSETFROM not found")
+                        if tzoffsetto is None:
+                            raise ValueError(
+                                "mandatory TZOFFSETFROM not found")
+                        # Process component
+                        rr = None
+                        if rrulelines:
+                            rr = rrule.rrulestr("\n".join(rrulelines),
+                                                compatible=True,
+                                                ignoretz=True,
+                                                cache=True)
+                        comp = _tzicalvtzcomp(tzoffsetfrom, tzoffsetto,
+                                              (comptype == "DAYLIGHT"),
+                                              tzname, rr)
+                        comps.append(comp)
+                        comptype = None
+                    else:
+                        raise ValueError("invalid component end: "+value)
+                elif comptype:
+                    if name == "DTSTART":
+                        # DTSTART in VTIMEZONE takes a subset of valid RRULE
+                        # values under RFC 5545.
+                        for parm in parms:
+                            if parm != 'VALUE=DATE-TIME':
+                                msg = ('Unsupported DTSTART param in ' +
+                                       'VTIMEZONE: ' + parm)
+                                raise ValueError(msg)
+                        rrulelines.append(line)
+                        founddtstart = True
+                    elif name in ("RRULE", "RDATE", "EXRULE", "EXDATE"):
+                        rrulelines.append(line)
+                    elif name == "TZOFFSETFROM":
+                        if parms:
+                            raise ValueError(
+                                "unsupported %s parm: %s " % (name, parms[0]))
+                        tzoffsetfrom = self._parse_offset(value)
+                    elif name == "TZOFFSETTO":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZOFFSETTO parm: "+parms[0])
+                        tzoffsetto = self._parse_offset(value)
+                    elif name == "TZNAME":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZNAME parm: "+parms[0])
+                        tzname = value
+                    elif name == "COMMENT":
+                        pass
+                    else:
+                        raise ValueError("unsupported property: "+name)
+                else:
+                    if name == "TZID":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZID parm: "+parms[0])
+                        tzid = value
+                    elif name in ("TZURL", "LAST-MODIFIED", "COMMENT"):
+                        pass
+                    else:
+                        raise ValueError("unsupported property: "+name)
+            elif name == "BEGIN" and value == "VTIMEZONE":
+                tzid = None
+                comps = []
+                invtz = True
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
+
+
+if sys.platform != "win32":
+    TZFILES = ["/etc/localtime", "localtime"]
+    TZPATHS = ["/usr/share/zoneinfo",
+               "/usr/lib/zoneinfo",
+               "/usr/share/lib/zoneinfo",
+               "/etc/zoneinfo"]
+else:
+    TZFILES = []
+    TZPATHS = []
+
+
+def __get_gettz():
+    tzlocal_classes = (tzlocal,)
+    if tzwinlocal is not None:
+        tzlocal_classes += (tzwinlocal,)
+
+    class GettzFunc(object):
+        """
+        Retrieve a time zone object from a string representation
+
+        This function is intended to retrieve the :py:class:`tzinfo` subclass
+        that best represents the time zone that would be used if a POSIX
+        `TZ variable`_ were set to the same value.
+
+        If no argument or an empty string is passed to ``gettz``, local time
+        is returned:
+
+        .. code-block:: python3
+
+            >>> gettz()
+            tzfile('/etc/localtime')
+
+        This function is also the preferred way to map IANA tz database keys
+        to :class:`tzfile` objects:
+
+        .. code-block:: python3
+
+            >>> gettz('Pacific/Kiritimati')
+            tzfile('/usr/share/zoneinfo/Pacific/Kiritimati')
+
+        On Windows, the standard is extended to include the Windows-specific
+        zone names provided by the operating system:
+
+        .. code-block:: python3
+
+            >>> gettz('Egypt Standard Time')
+            tzwin('Egypt Standard Time')
+
+        Passing a GNU ``TZ`` style string time zone specification returns a
+        :class:`tzstr` object:
+
+        .. code-block:: python3
+
+            >>> gettz('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
+            tzstr('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
+
+        :param name:
+            A time zone name (IANA, or, on Windows, Windows keys), location of
+            a ``tzfile(5)`` zoneinfo file or ``TZ`` variable style time zone
+            specifier. An empty string, no argument or ``None`` is interpreted
+            as local time.
+
+        :return:
+            Returns an instance of one of ``dateutil``'s :py:class:`tzinfo`
+            subclasses.
+
+        .. versionchanged:: 2.7.0
+
+            After version 2.7.0, any two calls to ``gettz`` using the same
+            input strings will return the same object:
+
+            .. code-block:: python3
+
+                >>> tz.gettz('America/Chicago') is tz.gettz('America/Chicago')
+                True
+
+            In addition to improving performance, this ensures that
+            `"same zone" semantics`_ are used for datetimes in the same zone.
+
+
+        .. _`TZ variable`:
+            https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
+
+        .. _`"same zone" semantics`:
+            https://blog.ganssle.io/articles/2018/02/aware-datetime-arithmetic.html
+        """
+        def __init__(self):
+
+            self.__instances = weakref.WeakValueDictionary()
+            self.__strong_cache_size = 8
+            self.__strong_cache = OrderedDict()
+            self._cache_lock = _thread.allocate_lock()
+
+        def __call__(self, name=None):
+            with self._cache_lock:
+                rv = self.__instances.get(name, None)
+
+                if rv is None:
+                    rv = self.nocache(name=name)
+                    if not (name is None
+                            or isinstance(rv, tzlocal_classes)
+                            or rv is None):
+                        # tzlocal is slightly more complicated than the other
+                        # time zone providers because it depends on environment
+                        # at construction time, so don't cache that.
+                        #
+                        # We also cannot store weak references to None, so we
+                        # will also not store that.
+                        self.__instances[name] = rv
+                    else:
+                        # No need for strong caching, return immediately
+                        return rv
+
+                self.__strong_cache[name] = self.__strong_cache.pop(name, rv)
+
+                if len(self.__strong_cache) > self.__strong_cache_size:
+                    self.__strong_cache.popitem(last=False)
+
+            return rv
+
+        def set_cache_size(self, size):
+            with self._cache_lock:
+                self.__strong_cache_size = size
+                while len(self.__strong_cache) > size:
+                    self.__strong_cache.popitem(last=False)
+
+        def cache_clear(self):
+            with self._cache_lock:
+                self.__instances = weakref.WeakValueDictionary()
+                self.__strong_cache.clear()
+
+        @staticmethod
+        def nocache(name=None):
+            """A non-cached version of gettz"""
+            tz = None
+            if not name:
+                try:
+                    name = os.environ["TZ"]
+                except KeyError:
+                    pass
+            if name is None or name in ("", ":"):
+                for filepath in TZFILES:
+                    if not os.path.isabs(filepath):
+                        filename = filepath
+                        for path in TZPATHS:
+                            filepath = os.path.join(path, filename)
+                            if os.path.isfile(filepath):
+                                break
+                        else:
+                            continue
+                    if os.path.isfile(filepath):
+                        try:
+                            tz = tzfile(filepath)
+                            break
+                        except (IOError, OSError, ValueError):
+                            pass
+                else:
+                    tz = tzlocal()
+            else:
+                try:
+                    if name.startswith(":"):
+                        name = name[1:]
+                except TypeError as e:
+                    if isinstance(name, bytes):
+                        new_msg = "gettz argument should be str, not bytes"
+                        six.raise_from(TypeError(new_msg), e)
+                    else:
+                        raise
+                if os.path.isabs(name):
+                    if os.path.isfile(name):
+                        tz = tzfile(name)
+                    else:
+                        tz = None
+                else:
+                    for path in TZPATHS:
+                        filepath = os.path.join(path, name)
+                        if not os.path.isfile(filepath):
+                            filepath = filepath.replace(' ', '_')
+                            if not os.path.isfile(filepath):
+                                continue
+                        try:
+                            tz = tzfile(filepath)
+                            break
+                        except (IOError, OSError, ValueError):
+                            pass
+                    else:
+                        tz = None
+                        if tzwin is not None:
+                            try:
+                                tz = tzwin(name)
+                            except (WindowsError, UnicodeEncodeError):
+                                # UnicodeEncodeError is for Python 2.7 compat
+                                tz = None
+
+                        if not tz:
+                            from dateutil.zoneinfo import get_zonefile_instance
+                            tz = get_zonefile_instance().get(name)
+
+                        if not tz:
+                            for c in name:
+                                # name is not a tzstr unless it has at least
+                                # one offset. For short values of "name", an
+                                # explicit for loop seems to be the fastest way
+                                # To determine if a string contains a digit
+                                if c in "0123456789":
+                                    try:
+                                        tz = tzstr(name)
+                                    except ValueError:
+                                        pass
+                                    break
+                            else:
+                                if name in ("GMT", "UTC"):
+                                    tz = UTC
+                                elif name in time.tzname:
+                                    tz = tzlocal()
+            return tz
+
+    return GettzFunc()
+
+
+gettz = __get_gettz()
+del __get_gettz
+
+
+def datetime_exists(dt, tz=None):
+    """
+    Given a datetime and a time zone, determine whether or not a given datetime
+    would fall in a gap.
+
+    :param dt:
+        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
+        is provided.)
+
+    :param tz:
+        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
+        ``None`` or not provided, the datetime's own time zone will be used.
+
+    :return:
+        Returns a boolean value whether or not the "wall time" exists in
+        ``tz``.
+
+    .. versionadded:: 2.7.0
+    """
+    if tz is None:
+        if dt.tzinfo is None:
+            raise ValueError('Datetime is naive and no time zone provided.')
+        tz = dt.tzinfo
+
+    dt = dt.replace(tzinfo=None)
+
+    # This is essentially a test of whether or not the datetime can survive
+    # a round trip to UTC.
+    dt_rt = dt.replace(tzinfo=tz).astimezone(UTC).astimezone(tz)
+    dt_rt = dt_rt.replace(tzinfo=None)
+
+    return dt == dt_rt
+
+
+def datetime_ambiguous(dt, tz=None):
+    """
+    Given a datetime and a time zone, determine whether or not a given datetime
+    is ambiguous (i.e if there are two times differentiated only by their DST
+    status).
+
+    :param dt:
+        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
+        is provided.)
+
+    :param tz:
+        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
+        ``None`` or not provided, the datetime's own time zone will be used.
+
+    :return:
+        Returns a boolean value whether or not the "wall time" is ambiguous in
+        ``tz``.
+
+    .. versionadded:: 2.6.0
+    """
+    if tz is None:
+        if dt.tzinfo is None:
+            raise ValueError('Datetime is naive and no time zone provided.')
+
+        tz = dt.tzinfo
+
+    # If a time zone defines its own "is_ambiguous" function, we'll use that.
+    is_ambiguous_fn = getattr(tz, 'is_ambiguous', None)
+    if is_ambiguous_fn is not None:
+        try:
+            return tz.is_ambiguous(dt)
+        except Exception:
+            pass
+
+    # If it doesn't come out and tell us it's ambiguous, we'll just check if
+    # the fold attribute has any effect on this particular date and time.
+    dt = dt.replace(tzinfo=tz)
+    wall_0 = enfold(dt, fold=0)
+    wall_1 = enfold(dt, fold=1)
+
+    same_offset = wall_0.utcoffset() == wall_1.utcoffset()
+    same_dst = wall_0.dst() == wall_1.dst()
+
+    return not (same_offset and same_dst)
+
+
+def resolve_imaginary(dt):
+    """
+    Given a datetime that may be imaginary, return an existing datetime.
+
+    This function assumes that an imaginary datetime represents what the
+    wall time would be in a zone had the offset transition not occurred, so
+    it will always fall forward by the transition's change in offset.
+
+    .. doctest::
+
+        >>> from dateutil import tz
+        >>> from datetime import datetime
+        >>> NYC = tz.gettz('America/New_York')
+        >>> print(tz.resolve_imaginary(datetime(2017, 3, 12, 2, 30, tzinfo=NYC)))
+        2017-03-12 03:30:00-04:00
+
+        >>> KIR = tz.gettz('Pacific/Kiritimati')
+        >>> print(tz.resolve_imaginary(datetime(1995, 1, 1, 12, 30, tzinfo=KIR)))
+        1995-01-02 12:30:00+14:00
+
+    As a note, :func:`datetime.astimezone` is guaranteed to produce a valid,
+    existing datetime, so a round-trip to and from UTC is sufficient to get
+    an extant datetime, however, this generally "falls back" to an earlier time
+    rather than falling forward to the STD side (though no guarantees are made
+    about this behavior).
+
+    :param dt:
+        A :class:`datetime.datetime` which may or may not exist.
+
+    :return:
+        Returns an existing :class:`datetime.datetime`. If ``dt`` was not
+        imaginary, the datetime returned is guaranteed to be the same object
+        passed to the function.
+
+    .. versionadded:: 2.7.0
+    """
+    if dt.tzinfo is not None and not datetime_exists(dt):
+
+        curr_offset = (dt + datetime.timedelta(hours=24)).utcoffset()
+        old_offset = (dt - datetime.timedelta(hours=24)).utcoffset()
+
+        dt += curr_offset - old_offset
+
+    return dt
+
+
+def _datetime_to_timestamp(dt):
+    """
+    Convert a :class:`datetime.datetime` object to an epoch timestamp in
+    seconds since January 1, 1970, ignoring the time zone.
+    """
+    return (dt.replace(tzinfo=None) - EPOCH).total_seconds()
+
+
+if sys.version_info >= (3, 6):
+    def _get_supported_offset(second_offset):
+        return second_offset
+else:
+    def _get_supported_offset(second_offset):
+        # For python pre-3.6, round to full-minutes if that's not the case.
+        # Python's datetime doesn't accept sub-minute timezones. Check
+        # http://python.org/sf/1447945 or https://bugs.python.org/issue5288
+        # for some information.
+        old_offset = second_offset
+        calculated_offset = 60 * ((second_offset + 30) // 60)
+        return calculated_offset
+
+
+try:
+    # Python 3.7 feature
+    from contextlib import nullcontext as _nullcontext
+except ImportError:
+    class _nullcontext(object):
+        """
+        Class for wrapping contexts so that they are passed through in a
+        with statement.
+        """
+        def __init__(self, context):
+            self.context = context
+
+        def __enter__(self):
+            return self.context
+
+        def __exit__(*args, **kwargs):
+            pass
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/win.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/win.py
new file mode 100644
index 000000000..cde07ba79
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/win.py
@@ -0,0 +1,370 @@
+# -*- coding: utf-8 -*-
+"""
+This module provides an interface to the native time zone data on Windows,
+including :py:class:`datetime.tzinfo` implementations.
+
+Attempting to import this module on a non-Windows platform will raise an
+:py:obj:`ImportError`.
+"""
+# This code was originally contributed by Jeffrey Harris.
+import datetime
+import struct
+
+from six.moves import winreg
+from six import text_type
+
+try:
+    import ctypes
+    from ctypes import wintypes
+except ValueError:
+    # ValueError is raised on non-Windows systems for some horrible reason.
+    raise ImportError("Running tzwin on non-Windows system")
+
+from ._common import tzrangebase
+
+__all__ = ["tzwin", "tzwinlocal", "tzres"]
+
+ONEWEEK = datetime.timedelta(7)
+
+TZKEYNAMENT = r"SOFTWARE\Microsoft\Windows NT\CurrentVersion\Time Zones"
+TZKEYNAME9X = r"SOFTWARE\Microsoft\Windows\CurrentVersion\Time Zones"
+TZLOCALKEYNAME = r"SYSTEM\CurrentControlSet\Control\TimeZoneInformation"
+
+
+def _settzkeyname():
+    handle = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
+    try:
+        winreg.OpenKey(handle, TZKEYNAMENT).Close()
+        TZKEYNAME = TZKEYNAMENT
+    except WindowsError:
+        TZKEYNAME = TZKEYNAME9X
+    handle.Close()
+    return TZKEYNAME
+
+
+TZKEYNAME = _settzkeyname()
+
+
+class tzres(object):
+    """
+    Class for accessing ``tzres.dll``, which contains timezone name related
+    resources.
+
+    .. versionadded:: 2.5.0
+    """
+    p_wchar = ctypes.POINTER(wintypes.WCHAR)        # Pointer to a wide char
+
+    def __init__(self, tzres_loc='tzres.dll'):
+        # Load the user32 DLL so we can load strings from tzres
+        user32 = ctypes.WinDLL('user32')
+
+        # Specify the LoadStringW function
+        user32.LoadStringW.argtypes = (wintypes.HINSTANCE,
+                                       wintypes.UINT,
+                                       wintypes.LPWSTR,
+                                       ctypes.c_int)
+
+        self.LoadStringW = user32.LoadStringW
+        self._tzres = ctypes.WinDLL(tzres_loc)
+        self.tzres_loc = tzres_loc
+
+    def load_name(self, offset):
+        """
+        Load a timezone name from a DLL offset (integer).
+
+        >>> from dateutil.tzwin import tzres
+        >>> tzr = tzres()
+        >>> print(tzr.load_name(112))
+        'Eastern Standard Time'
+
+        :param offset:
+            A positive integer value referring to a string from the tzres dll.
+
+        .. note::
+
+            Offsets found in the registry are generally of the form
+            ``@tzres.dll,-114``. The offset in this case is 114, not -114.
+
+        """
+        resource = self.p_wchar()
+        lpBuffer = ctypes.cast(ctypes.byref(resource), wintypes.LPWSTR)
+        nchar = self.LoadStringW(self._tzres._handle, offset, lpBuffer, 0)
+        return resource[:nchar]
+
+    def name_from_string(self, tzname_str):
+        """
+        Parse strings as returned from the Windows registry into the time zone
+        name as defined in the registry.
+
+        >>> from dateutil.tzwin import tzres
+        >>> tzr = tzres()
+        >>> print(tzr.name_from_string('@tzres.dll,-251'))
+        'Dateline Daylight Time'
+        >>> print(tzr.name_from_string('Eastern Standard Time'))
+        'Eastern Standard Time'
+
+        :param tzname_str:
+            A timezone name string as returned from a Windows registry key.
+
+        :return:
+            Returns the localized timezone string from tzres.dll if the string
+            is of the form `@tzres.dll,-offset`, else returns the input string.
+        """
+        if not tzname_str.startswith('@'):
+            return tzname_str
+
+        name_splt = tzname_str.split(',-')
+        try:
+            offset = int(name_splt[1])
+        except:
+            raise ValueError("Malformed timezone string.")
+
+        return self.load_name(offset)
+
+
+class tzwinbase(tzrangebase):
+    """tzinfo class based on win32's timezones available in the registry."""
+    def __init__(self):
+        raise NotImplementedError('tzwinbase is an abstract base class')
+
+    def __eq__(self, other):
+        # Compare on all relevant dimensions, including name.
+        if not isinstance(other, tzwinbase):
+            return NotImplemented
+
+        return  (self._std_offset == other._std_offset and
+                 self._dst_offset == other._dst_offset and
+                 self._stddayofweek == other._stddayofweek and
+                 self._dstdayofweek == other._dstdayofweek and
+                 self._stdweeknumber == other._stdweeknumber and
+                 self._dstweeknumber == other._dstweeknumber and
+                 self._stdhour == other._stdhour and
+                 self._dsthour == other._dsthour and
+                 self._stdminute == other._stdminute and
+                 self._dstminute == other._dstminute and
+                 self._std_abbr == other._std_abbr and
+                 self._dst_abbr == other._dst_abbr)
+
+    @staticmethod
+    def list():
+        """Return a list of all time zones known to the system."""
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            with winreg.OpenKey(handle, TZKEYNAME) as tzkey:
+                result = [winreg.EnumKey(tzkey, i)
+                          for i in range(winreg.QueryInfoKey(tzkey)[0])]
+        return result
+
+    def display(self):
+        """
+        Return the display name of the time zone.
+        """
+        return self._display
+
+    def transitions(self, year):
+        """
+        For a given year, get the DST on and off transition times, expressed
+        always on the standard time side. For zones with no transitions, this
+        function returns ``None``.
+
+        :param year:
+            The year whose transitions you would like to query.
+
+        :return:
+            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
+            ``(dston, dstoff)`` for zones with an annual DST transition, or
+            ``None`` for fixed offset zones.
+        """
+
+        if not self.hasdst:
+            return None
+
+        dston = picknthweekday(year, self._dstmonth, self._dstdayofweek,
+                               self._dsthour, self._dstminute,
+                               self._dstweeknumber)
+
+        dstoff = picknthweekday(year, self._stdmonth, self._stddayofweek,
+                                self._stdhour, self._stdminute,
+                                self._stdweeknumber)
+
+        # Ambiguous dates default to the STD side
+        dstoff -= self._dst_base_offset
+
+        return dston, dstoff
+
+    def _get_hasdst(self):
+        return self._dstmonth != 0
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_base_offset_
+
+
+class tzwin(tzwinbase):
+    """
+    Time zone object created from the zone info in the Windows registry
+
+    These are similar to :py:class:`dateutil.tz.tzrange` objects in that
+    the time zone data is provided in the format of a single offset rule
+    for either 0 or 2 time zone transitions per year.
+
+    :param: name
+        The name of a Windows time zone key, e.g. "Eastern Standard Time".
+        The full list of keys can be retrieved with :func:`tzwin.list`.
+    """
+
+    def __init__(self, name):
+        self._name = name
+
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            tzkeyname = text_type("{kn}\\{name}").format(kn=TZKEYNAME, name=name)
+            with winreg.OpenKey(handle, tzkeyname) as tzkey:
+                keydict = valuestodict(tzkey)
+
+        self._std_abbr = keydict["Std"]
+        self._dst_abbr = keydict["Dlt"]
+
+        self._display = keydict["Display"]
+
+        # See http://ww_winreg.jsiinc.com/SUBA/tip0300/rh0398.htm
+        tup = struct.unpack("=3l16h", keydict["TZI"])
+        stdoffset = -tup[0]-tup[1]          # Bias + StandardBias * -1
+        dstoffset = stdoffset-tup[2]        # + DaylightBias * -1
+        self._std_offset = datetime.timedelta(minutes=stdoffset)
+        self._dst_offset = datetime.timedelta(minutes=dstoffset)
+
+        # for the meaning see the win32 TIME_ZONE_INFORMATION structure docs
+        # http://msdn.microsoft.com/en-us/library/windows/desktop/ms725481(v=vs.85).aspx
+        (self._stdmonth,
+         self._stddayofweek,   # Sunday = 0
+         self._stdweeknumber,  # Last = 5
+         self._stdhour,
+         self._stdminute) = tup[4:9]
+
+        (self._dstmonth,
+         self._dstdayofweek,   # Sunday = 0
+         self._dstweeknumber,  # Last = 5
+         self._dsthour,
+         self._dstminute) = tup[12:17]
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = self._get_hasdst()
+
+    def __repr__(self):
+        return "tzwin(%s)" % repr(self._name)
+
+    def __reduce__(self):
+        return (self.__class__, (self._name,))
+
+
+class tzwinlocal(tzwinbase):
+    """
+    Class representing the local time zone information in the Windows registry
+
+    While :class:`dateutil.tz.tzlocal` makes system calls (via the :mod:`time`
+    module) to retrieve time zone information, ``tzwinlocal`` retrieves the
+    rules directly from the Windows registry and creates an object like
+    :class:`dateutil.tz.tzwin`.
+
+    Because Windows does not have an equivalent of :func:`time.tzset`, on
+    Windows, :class:`dateutil.tz.tzlocal` instances will always reflect the
+    time zone settings *at the time that the process was started*, meaning
+    changes to the machine's time zone settings during the run of a program
+    on Windows will **not** be reflected by :class:`dateutil.tz.tzlocal`.
+    Because ``tzwinlocal`` reads the registry directly, it is unaffected by
+    this issue.
+    """
+    def __init__(self):
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            with winreg.OpenKey(handle, TZLOCALKEYNAME) as tzlocalkey:
+                keydict = valuestodict(tzlocalkey)
+
+            self._std_abbr = keydict["StandardName"]
+            self._dst_abbr = keydict["DaylightName"]
+
+            try:
+                tzkeyname = text_type('{kn}\\{sn}').format(kn=TZKEYNAME,
+                                                          sn=self._std_abbr)
+                with winreg.OpenKey(handle, tzkeyname) as tzkey:
+                    _keydict = valuestodict(tzkey)
+                    self._display = _keydict["Display"]
+            except OSError:
+                self._display = None
+
+        stdoffset = -keydict["Bias"]-keydict["StandardBias"]
+        dstoffset = stdoffset-keydict["DaylightBias"]
+
+        self._std_offset = datetime.timedelta(minutes=stdoffset)
+        self._dst_offset = datetime.timedelta(minutes=dstoffset)
+
+        # For reasons unclear, in this particular key, the day of week has been
+        # moved to the END of the SYSTEMTIME structure.
+        tup = struct.unpack("=8h", keydict["StandardStart"])
+
+        (self._stdmonth,
+         self._stdweeknumber,  # Last = 5
+         self._stdhour,
+         self._stdminute) = tup[1:5]
+
+        self._stddayofweek = tup[7]
+
+        tup = struct.unpack("=8h", keydict["DaylightStart"])
+
+        (self._dstmonth,
+         self._dstweeknumber,  # Last = 5
+         self._dsthour,
+         self._dstminute) = tup[1:5]
+
+        self._dstdayofweek = tup[7]
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = self._get_hasdst()
+
+    def __repr__(self):
+        return "tzwinlocal()"
+
+    def __str__(self):
+        # str will return the standard name, not the daylight name.
+        return "tzwinlocal(%s)" % repr(self._std_abbr)
+
+    def __reduce__(self):
+        return (self.__class__, ())
+
+
+def picknthweekday(year, month, dayofweek, hour, minute, whichweek):
+    """ dayofweek == 0 means Sunday, whichweek 5 means last instance """
+    first = datetime.datetime(year, month, 1, hour, minute)
+
+    # This will work if dayofweek is ISO weekday (1-7) or Microsoft-style (0-6),
+    # Because 7 % 7 = 0
+    weekdayone = first.replace(day=((dayofweek - first.isoweekday()) % 7) + 1)
+    wd = weekdayone + ((whichweek - 1) * ONEWEEK)
+    if (wd.month != month):
+        wd -= ONEWEEK
+
+    return wd
+
+
+def valuestodict(key):
+    """Convert a registry key's values to a dictionary."""
+    dout = {}
+    size = winreg.QueryInfoKey(key)[1]
+    tz_res = None
+
+    for i in range(size):
+        key_name, value, dtype = winreg.EnumValue(key, i)
+        if dtype == winreg.REG_DWORD or dtype == winreg.REG_DWORD_LITTLE_ENDIAN:
+            # If it's a DWORD (32-bit integer), it's stored as unsigned - convert
+            # that to a proper signed integer
+            if value & (1 << 31):
+                value = value - (1 << 32)
+        elif dtype == winreg.REG_SZ:
+            # If it's a reference to the tzres DLL, load the actual string
+            if value.startswith('@tzres'):
+                tz_res = tz_res or tzres()
+                value = tz_res.name_from_string(value)
+
+            value = value.rstrip('\x00')    # Remove trailing nulls
+
+        dout[key_name] = value
+
+    return dout
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tzwin.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tzwin.py
new file mode 100644
index 000000000..cebc673e4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tzwin.py
@@ -0,0 +1,2 @@
+# tzwin has moved to dateutil.tz.win
+from .tz.win import *
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/utils.py
new file mode 100644
index 000000000..dd2d245a0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/utils.py
@@ -0,0 +1,71 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers general convenience and utility functions for dealing with
+datetimes.
+
+.. versionadded:: 2.7.0
+"""
+from __future__ import unicode_literals
+
+from datetime import datetime, time
+
+
+def today(tzinfo=None):
+    """
+    Returns a :py:class:`datetime` representing the current day at midnight
+
+    :param tzinfo:
+        The time zone to attach (also used to determine the current day).
+
+    :return:
+        A :py:class:`datetime.datetime` object representing the current day
+        at midnight.
+    """
+
+    dt = datetime.now(tzinfo)
+    return datetime.combine(dt.date(), time(0, tzinfo=tzinfo))
+
+
+def default_tzinfo(dt, tzinfo):
+    """
+    Sets the ``tzinfo`` parameter on naive datetimes only
+
+    This is useful for example when you are provided a datetime that may have
+    either an implicit or explicit time zone, such as when parsing a time zone
+    string.
+
+    .. doctest::
+
+        >>> from dateutil.tz import tzoffset
+        >>> from dateutil.parser import parse
+        >>> from dateutil.utils import default_tzinfo
+        >>> dflt_tz = tzoffset("EST", -18000)
+        >>> print(default_tzinfo(parse('2014-01-01 12:30 UTC'), dflt_tz))
+        2014-01-01 12:30:00+00:00
+        >>> print(default_tzinfo(parse('2014-01-01 12:30'), dflt_tz))
+        2014-01-01 12:30:00-05:00
+
+    :param dt:
+        The datetime on which to replace the time zone
+
+    :param tzinfo:
+        The :py:class:`datetime.tzinfo` subclass instance to assign to
+        ``dt`` if (and only if) it is naive.
+
+    :return:
+        Returns an aware :py:class:`datetime.datetime`.
+    """
+    if dt.tzinfo is not None:
+        return dt
+    else:
+        return dt.replace(tzinfo=tzinfo)
+
+
+def within_delta(dt1, dt2, delta):
+    """
+    Useful for comparing two datetimes that may have a negligible difference
+    to be considered equal.
+    """
+    delta = abs(delta)
+    difference = dt1 - dt2
+    return -delta <= difference <= delta
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/__init__.py
new file mode 100644
index 000000000..34f11ad66
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/__init__.py
@@ -0,0 +1,167 @@
+# -*- coding: utf-8 -*-
+import warnings
+import json
+
+from tarfile import TarFile
+from pkgutil import get_data
+from io import BytesIO
+
+from dateutil.tz import tzfile as _tzfile
+
+__all__ = ["get_zonefile_instance", "gettz", "gettz_db_metadata"]
+
+ZONEFILENAME = "dateutil-zoneinfo.tar.gz"
+METADATA_FN = 'METADATA'
+
+
+class tzfile(_tzfile):
+    def __reduce__(self):
+        return (gettz, (self._filename,))
+
+
+def getzoneinfofile_stream():
+    try:
+        return BytesIO(get_data(__name__, ZONEFILENAME))
+    except IOError as e:  # TODO  switch to FileNotFoundError?
+        warnings.warn("I/O error({0}): {1}".format(e.errno, e.strerror))
+        return None
+
+
+class ZoneInfoFile(object):
+    def __init__(self, zonefile_stream=None):
+        if zonefile_stream is not None:
+            with TarFile.open(fileobj=zonefile_stream) as tf:
+                self.zones = {zf.name: tzfile(tf.extractfile(zf), filename=zf.name)
+                              for zf in tf.getmembers()
+                              if zf.isfile() and zf.name != METADATA_FN}
+                # deal with links: They'll point to their parent object. Less
+                # waste of memory
+                links = {zl.name: self.zones[zl.linkname]
+                         for zl in tf.getmembers() if
+                         zl.islnk() or zl.issym()}
+                self.zones.update(links)
+                try:
+                    metadata_json = tf.extractfile(tf.getmember(METADATA_FN))
+                    metadata_str = metadata_json.read().decode('UTF-8')
+                    self.metadata = json.loads(metadata_str)
+                except KeyError:
+                    # no metadata in tar file
+                    self.metadata = None
+        else:
+            self.zones = {}
+            self.metadata = None
+
+    def get(self, name, default=None):
+        """
+        Wrapper for :func:`ZoneInfoFile.zones.get`. This is a convenience method
+        for retrieving zones from the zone dictionary.
+
+        :param name:
+            The name of the zone to retrieve. (Generally IANA zone names)
+
+        :param default:
+            The value to return in the event of a missing key.
+
+        .. versionadded:: 2.6.0
+
+        """
+        return self.zones.get(name, default)
+
+
+# The current API has gettz as a module function, although in fact it taps into
+# a stateful class. So as a workaround for now, without changing the API, we
+# will create a new "global" class instance the first time a user requests a
+# timezone. Ugly, but adheres to the api.
+#
+# TODO: Remove after deprecation period.
+_CLASS_ZONE_INSTANCE = []
+
+
+def get_zonefile_instance(new_instance=False):
+    """
+    This is a convenience function which provides a :class:`ZoneInfoFile`
+    instance using the data provided by the ``dateutil`` package. By default, it
+    caches a single instance of the ZoneInfoFile object and returns that.
+
+    :param new_instance:
+        If ``True``, a new instance of :class:`ZoneInfoFile` is instantiated and
+        used as the cached instance for the next call. Otherwise, new instances
+        are created only as necessary.
+
+    :return:
+        Returns a :class:`ZoneInfoFile` object.
+
+    .. versionadded:: 2.6
+    """
+    if new_instance:
+        zif = None
+    else:
+        zif = getattr(get_zonefile_instance, '_cached_instance', None)
+
+    if zif is None:
+        zif = ZoneInfoFile(getzoneinfofile_stream())
+
+        get_zonefile_instance._cached_instance = zif
+
+    return zif
+
+
+def gettz(name):
+    """
+    This retrieves a time zone from the local zoneinfo tarball that is packaged
+    with dateutil.
+
+    :param name:
+        An IANA-style time zone name, as found in the zoneinfo file.
+
+    :return:
+        Returns a :class:`dateutil.tz.tzfile` time zone object.
+
+    .. warning::
+        It is generally inadvisable to use this function, and it is only
+        provided for API compatibility with earlier versions. This is *not*
+        equivalent to ``dateutil.tz.gettz()``, which selects an appropriate
+        time zone based on the inputs, favoring system zoneinfo. This is ONLY
+        for accessing the dateutil-specific zoneinfo (which may be out of
+        date compared to the system zoneinfo).
+
+    .. deprecated:: 2.6
+        If you need to use a specific zoneinfofile over the system zoneinfo,
+        instantiate a :class:`dateutil.zoneinfo.ZoneInfoFile` object and call
+        :func:`dateutil.zoneinfo.ZoneInfoFile.get(name)` instead.
+
+        Use :func:`get_zonefile_instance` to retrieve an instance of the
+        dateutil-provided zoneinfo.
+    """
+    warnings.warn("zoneinfo.gettz() will be removed in future versions, "
+                  "to use the dateutil-provided zoneinfo files, instantiate a "
+                  "ZoneInfoFile object and use ZoneInfoFile.zones.get() "
+                  "instead. See the documentation for details.",
+                  DeprecationWarning)
+
+    if len(_CLASS_ZONE_INSTANCE) == 0:
+        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
+    return _CLASS_ZONE_INSTANCE[0].zones.get(name)
+
+
+def gettz_db_metadata():
+    """ Get the zonefile metadata
+
+    See `zonefile_metadata`_
+
+    :returns:
+        A dictionary with the database metadata
+
+    .. deprecated:: 2.6
+        See deprecation warning in :func:`zoneinfo.gettz`. To get metadata,
+        query the attribute ``zoneinfo.ZoneInfoFile.metadata``.
+    """
+    warnings.warn("zoneinfo.gettz_db_metadata() will be removed in future "
+                  "versions, to use the dateutil-provided zoneinfo files, "
+                  "ZoneInfoFile object and query the 'metadata' attribute "
+                  "instead. See the documentation for details.",
+                  DeprecationWarning)
+
+    if len(_CLASS_ZONE_INSTANCE) == 0:
+        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
+    return _CLASS_ZONE_INSTANCE[0].metadata
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz
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literal 0
HcmV?d00001

diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/rebuild.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/rebuild.py
new file mode 100644
index 000000000..684c6586f
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/rebuild.py
@@ -0,0 +1,75 @@
+import logging
+import os
+import tempfile
+import shutil
+import json
+from subprocess import check_call, check_output
+from tarfile import TarFile
+
+from dateutil.zoneinfo import METADATA_FN, ZONEFILENAME
+
+
+def rebuild(filename, tag=None, format="gz", zonegroups=[], metadata=None):
+    """Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar*
+
+    filename is the timezone tarball from ``ftp.iana.org/tz``.
+
+    """
+    tmpdir = tempfile.mkdtemp()
+    zonedir = os.path.join(tmpdir, "zoneinfo")
+    moduledir = os.path.dirname(__file__)
+    try:
+        with TarFile.open(filename) as tf:
+            for name in zonegroups:
+                tf.extract(name, tmpdir)
+            filepaths = [os.path.join(tmpdir, n) for n in zonegroups]
+
+            _run_zic(zonedir, filepaths)
+
+        # write metadata file
+        with open(os.path.join(zonedir, METADATA_FN), 'w') as f:
+            json.dump(metadata, f, indent=4, sort_keys=True)
+        target = os.path.join(moduledir, ZONEFILENAME)
+        with TarFile.open(target, "w:%s" % format) as tf:
+            for entry in os.listdir(zonedir):
+                entrypath = os.path.join(zonedir, entry)
+                tf.add(entrypath, entry)
+    finally:
+        shutil.rmtree(tmpdir)
+
+
+def _run_zic(zonedir, filepaths):
+    """Calls the ``zic`` compiler in a compatible way to get a "fat" binary.
+
+    Recent versions of ``zic`` default to ``-b slim``, while older versions
+    don't even have the ``-b`` option (but default to "fat" binaries). The
+    current version of dateutil does not support Version 2+ TZif files, which
+    causes problems when used in conjunction with "slim" binaries, so this
+    function is used to ensure that we always get a "fat" binary.
+    """
+
+    try:
+        help_text = check_output(["zic", "--help"])
+    except OSError as e:
+        _print_on_nosuchfile(e)
+        raise
+
+    if b"-b " in help_text:
+        bloat_args = ["-b", "fat"]
+    else:
+        bloat_args = []
+
+    check_call(["zic"] + bloat_args + ["-d", zonedir] + filepaths)
+
+
+def _print_on_nosuchfile(e):
+    """Print helpful troubleshooting message
+
+    e is an exception raised by subprocess.check_call()
+
+    """
+    if e.errno == 2:
+        logging.error(
+            "Could not find zic. Perhaps you need to install "
+            "libc-bin or some other package that provides it, "
+            "or it's not in your PATH?")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/events/__init__.py
new file mode 100644
index 000000000..d44697564
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/events/__init__.py
@@ -0,0 +1,9 @@
+# -*- coding: utf-8 -*-
+from .events import Events, EventsException
+
+__version__ = '0.5'
+
+__all__ = [
+    Events.__name__,
+    EventsException.__name__,
+]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/events.py b/eventbridge-lambda-bedrock/functions/layers/python/events/events.py
new file mode 100644
index 000000000..082c0ecac
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/events/events.py
@@ -0,0 +1,120 @@
+# -*- coding: utf-8 -*-
+
+"""
+    Events
+    ~~~~~~
+
+    Implements C#-Style Events.
+
+    Derived from the original work by Zoran Isailovski:
+    http://code.activestate.com/recipes/410686/ - Copyright (c) 2005
+
+    :copyright: (c) 2014-2017 by Nicola Iarocci.
+    :license: BSD, see LICENSE for more details.
+"""
+
+
+class _EventSlot:
+    def __init__(self, name):
+        self.targets = []
+        self.__name__ = name
+
+    def __repr__(self):
+        return "event '%s'" % self.__name__
+
+    def __call__(self, *a, **kw):
+        for f in tuple(self.targets):
+            f(*a, **kw)
+
+    def __iadd__(self, f):
+        self.targets.append(f)
+        return self
+
+    def __isub__(self, f):
+        while f in self.targets:
+            self.targets.remove(f)
+        return self
+
+    def __len__(self):
+        return len(self.targets)
+
+    def __iter__(self):
+        def gen():
+            for target in self.targets:
+                yield target
+        return gen()
+
+    def __getitem__(self, key):
+        return self.targets[key]
+
+
+class EventsException(Exception):
+    pass
+
+
+class Events:
+    """
+    Encapsulates the core to event subscription and event firing, and feels
+    like a "natural" part of the language.
+
+    The class Events is there mainly for 3 reasons:
+
+        - Events (Slots) are added automatically, so there is no need to
+        declare/create them separately. This is great for prototyping. (Note
+        that `__events__` is optional and should primarilly help detect
+        misspelled event names.)
+        - To provide (and encapsulate) some level of introspection.
+        - To "steel the name" and hereby remove unneeded redundancy in a call
+        like:
+
+            xxx.OnChange = event('OnChange')
+    """
+    def __init__(self, events=None, event_slot_cls=_EventSlot):
+        self.__event_slot_cls__ = event_slot_cls
+
+        if events is not None:
+
+            try:
+                for _ in events:
+                    break
+            except:
+                raise AttributeError("type object %s is not iterable" %
+                                     (type(events)))
+            else:
+                self.__events__ = events
+
+    def __getattr__(self, name):
+        if name.startswith('__'):
+            raise AttributeError("type object '%s' has no attribute '%s'" %
+                                 (self.__class__.__name__, name))
+
+        if hasattr(self, '__events__'):
+            if name not in self.__events__:
+                raise EventsException("Event '%s' is not declared" % name)
+
+        elif hasattr(self.__class__, '__events__'):
+            if name not in self.__class__.__events__:
+                raise EventsException("Event '%s' is not declared" % name)
+
+        self.__dict__[name] = ev = self.__event_slot_cls__(name)
+        return ev
+
+    def __getitem__(self, item):
+        return self.__dict__[item]
+
+    def __repr__(self):
+        return '<%s.%s object at %s>' % (self.__class__.__module__,
+                                         self.__class__.__name__,
+                                         hex(id(self)))
+
+    __str__ = __repr__
+
+    def __len__(self):
+        return len(list(self.__iter__()))
+
+    def __iter__(self):
+        def gen(dictitems=self.__dict__.items()):
+            for attr, val in dictitems:
+                if isinstance(val, self.__event_slot_cls__):
+                    yield val
+        return gen()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/tests/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/events/tests/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/tests/tests.py b/eventbridge-lambda-bedrock/functions/layers/python/events/tests/tests.py
new file mode 100644
index 000000000..da7f94c44
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/events/tests/tests.py
@@ -0,0 +1,178 @@
+# -*- coding: utf-8 -*-
+
+import unittest
+import events
+from events import Events, EventsException
+
+
+class TestBase(unittest.TestCase):
+    def setUp(self):
+        self.events = Events()
+
+    def callback1(self):
+        pass
+
+    def callback2(self):
+        pass
+
+    def callback3(self):
+        pass
+
+
+class TestEvents(TestBase):
+    def test_getattr(self):
+        class MyEvents(Events):
+            __events__ = ('on_eventOne', )
+
+        try:
+            MyEvents().on_eventNotOne += self.callback1
+        except EventsException:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
+
+        try:
+            self.events.on_eventNotOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+    def test_len(self):
+        # We want __events__ to be set to verify that it is not counted as
+        # part of __len__.
+        self.events = Events(events=("on_change", "on_get"))
+        self.events.on_change += self.callback1
+        self.events.on_get += self.callback2
+        self.assertEqual(len(self.events), 2)
+
+    def test_iter(self):
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_edit += self.callback1
+        i = 0
+        for event in self.events:
+            i += 1
+            self.assertTrue(isinstance(event, events.events._EventSlot))
+        self.assertEqual(i, 2)
+
+    def test_iter_custom_event_slot_cls(self):
+        class CustomEventSlot(events.events._EventSlot):
+            pass
+        self.events = Events(event_slot_cls=CustomEventSlot)
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_edit += self.callback1
+        i = 0
+        for event in self.events:
+            i += 1
+            self.assertTrue(isinstance(event, CustomEventSlot))
+        self.assertEqual(i, 2)
+
+    def test_event_slot_cls_default(self):
+        self.assertEqual(
+            events.events._EventSlot, self.events.__event_slot_cls__)
+
+    def test_event_slot_cls_custom(self):
+        class CustomEventSlot(events.events._EventSlot):
+            pass
+
+        custom = Events(event_slot_cls=CustomEventSlot)
+        self.assertEqual(CustomEventSlot, custom.__event_slot_cls__)
+
+
+class TestEventSlot(TestBase):
+    def setUp(self):
+        super(TestEventSlot, self).setUp()
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_change += self.callback3
+        self.events.on_edit += self.callback3
+
+    def test_type(self):
+        ev = self.events.on_change
+        self.assertTrue(isinstance(ev, events.events._EventSlot))
+        self.assertEqual(ev.__name__, 'on_change')
+
+    def test_len(self):
+        self.assertEqual(len(self.events.on_change), 3)
+        self.assertEqual(len(self.events.on_edit), 1)
+
+    def test_repr(self):
+        ev = self.events.on_change
+        self.assertEqual(ev.__repr__(), "event 'on_change'")
+
+    def test_iter(self):
+        ev = self.events.on_change
+        self.assertEqual(len(ev), 3)
+        i = 0
+        for target in ev:
+            i += 1
+            self.assertEqual(target.__name__, 'callback%d' % i)
+
+    def test_getitem(self):
+        ev = self.events.on_edit
+        self.assertEqual(len(ev), 1)
+        self.assertTrue(ev[0].__name__, 'callback3')
+        try:
+            ev[1]
+        except IndexError:
+            pass
+        else:
+            self.fail("IndexError expected.")
+        self.assertIs(ev, self.events["on_edit"])
+        self.assertIsNot(ev, self.events["on_change"])
+        try:
+            self.events["on_nonexistent_event"]
+        except KeyError:
+            pass
+        else:
+            self.fail("KeyError expected.")
+
+    def test_isub(self):
+        self.events.on_change -= self.callback1
+        ev = self.events.on_change
+        self.assertEqual(len(ev), 2)
+        self.assertEqual(ev[0].__name__, 'callback2')
+        self.assertEqual(ev[1].__name__, 'callback3')
+
+
+class TestInstanceEvents(TestBase):
+
+    def test_getattr(self):
+
+        MyEvents = Events(('on_eventOne', ))
+
+        try:
+            MyEvents.on_eventOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+        try:
+            MyEvents.on_eventNotOne += self.callback1
+        except EventsException:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
+
+        try:
+            self.events.on_eventNotOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+    def test_instance_restriction(self):
+
+        class MyEvents(Events):
+            __events__ = ('on_eventOne', 'on_eventTwo')
+
+        MyRestrictedInstance = MyEvents(('on_everyTwo', ))
+
+        try:
+            MyRestrictedInstance.on_everyTwo += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+        try:
+            MyRestrictedInstance.on_everyOne += self.callback1
+        except:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/LICENSE.md b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/LICENSE.md
new file mode 100644
index 000000000..19b6b4524
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/LICENSE.md
@@ -0,0 +1,31 @@
+BSD 3-Clause License
+
+Copyright (c) 2013-2024, Kim Davies and contributors.
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+1. Redistributions of source code must retain the above copyright
+   notice, this list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright
+   notice, this list of conditions and the following disclaimer in the
+   documentation and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its
+   contributors may be used to endorse or promote products derived from
+   this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/METADATA
new file mode 100644
index 000000000..b28f6ecdd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/METADATA
@@ -0,0 +1,243 @@
+Metadata-Version: 2.1
+Name: idna
+Version: 3.7
+Summary: Internationalized Domain Names in Applications (IDNA)
+Author-email: Kim Davies <kim+pypi@gumleaf.org>
+Requires-Python: >=3.5
+Description-Content-Type: text/x-rst
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Intended Audience :: System Administrators
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: Name Service (DNS)
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Utilities
+Project-URL: Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst
+Project-URL: Issue tracker, https://github.com/kjd/idna/issues
+Project-URL: Source, https://github.com/kjd/idna
+
+Internationalized Domain Names in Applications (IDNA)
+=====================================================
+
+Support for the Internationalized Domain Names in
+Applications (IDNA) protocol as specified in `RFC 5891
+<https://tools.ietf.org/html/rfc5891>`_. This is the latest version of
+the protocol and is sometimes referred to as “IDNA 2008”.
+
+This library also provides support for Unicode Technical
+Standard 46, `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_.
+
+This acts as a suitable replacement for the “encodings.idna”
+module that comes with the Python standard library, but which
+only supports the older superseded IDNA specification (`RFC 3490
+<https://tools.ietf.org/html/rfc3490>`_).
+
+Basic functions are simply executed:
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+
+Installation
+------------
+
+This package is available for installation from PyPI:
+
+.. code-block:: bash
+
+    $ python3 -m pip install idna
+
+
+Usage
+-----
+
+For typical usage, the ``encode`` and ``decode`` functions will take a
+domain name argument and perform a conversion to A-labels or U-labels
+respectively.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+You may use the codec encoding and decoding methods using the
+``idna.codec`` module:
+
+.. code-block:: pycon
+
+    >>> import idna.codec
+    >>> print('домен.испытание'.encode('idna2008'))
+    b'xn--d1acufc.xn--80akhbyknj4f'
+    >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna2008'))
+    домен.испытание
+
+Conversions can be applied at a per-label basis using the ``ulabel`` or
+``alabel`` functions if necessary:
+
+.. code-block:: pycon
+
+    >>> idna.alabel('测试')
+    b'xn--0zwm56d'
+
+Compatibility Mapping (UTS #46)
++++++++++++++++++++++++++++++++
+
+As described in `RFC 5895 <https://tools.ietf.org/html/rfc5895>`_, the
+IDNA specification does not normalize input from different potential
+ways a user may input a domain name. This functionality, known as
+a “mapping”, is considered by the specification to be a local
+user-interface issue distinct from IDNA conversion functionality.
+
+This library provides one such mapping that was developed by the
+Unicode Consortium. Known as `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_, it provides for both a regular
+mapping for typical applications, as well as a transitional mapping to
+help migrate from older IDNA 2003 applications.
+
+For example, “Königsgäßchen” is not a permissible label as *LATIN
+CAPITAL LETTER K* is not allowed (nor are capital letters in general).
+UTS 46 will convert this into lower case prior to applying the IDNA
+conversion.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('Königsgäßchen')
+    ...
+    idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed
+    >>> idna.encode('Königsgäßchen', uts46=True)
+    b'xn--knigsgchen-b4a3dun'
+    >>> print(idna.decode('xn--knigsgchen-b4a3dun'))
+    königsgäßchen
+
+Transitional processing provides conversions to help transition from
+the older 2003 standard to the current standard. For example, in the
+original IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was
+converted into two *LATIN SMALL LETTER S* (ss), whereas in the current
+IDNA specification this conversion is not performed.
+
+.. code-block:: pycon
+
+    >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)
+    'xn--knigsgsschen-lcb0w'
+
+Implementers should use transitional processing with caution, only in
+rare cases where conversion from legacy labels to current labels must be
+performed (i.e. IDNA implementations that pre-date 2008). For typical
+applications that just need to convert labels, transitional processing
+is unlikely to be beneficial and could produce unexpected incompatible
+results.
+
+``encodings.idna`` Compatibility
+++++++++++++++++++++++++++++++++
+
+Function calls from the Python built-in ``encodings.idna`` module are
+mapped to their IDNA 2008 equivalents using the ``idna.compat`` module.
+Simply substitute the ``import`` clause in your code to refer to the new
+module name.
+
+Exceptions
+----------
+
+All errors raised during the conversion following the specification
+should raise an exception derived from the ``idna.IDNAError`` base
+class.
+
+More specific exceptions that may be generated as ``idna.IDNABidiError``
+when the error reflects an illegal combination of left-to-right and
+right-to-left characters in a label; ``idna.InvalidCodepoint`` when
+a specific codepoint is an illegal character in an IDN label (i.e.
+INVALID); and ``idna.InvalidCodepointContext`` when the codepoint is
+illegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ
+but the contextual requirements are not satisfied.)
+
+Building and Diagnostics
+------------------------
+
+The IDNA and UTS 46 functionality relies upon pre-calculated lookup
+tables for performance. These tables are derived from computing against
+eligibility criteria in the respective standards. These tables are
+computed using the command-line script ``tools/idna-data``.
+
+This tool will fetch relevant codepoint data from the Unicode repository
+and perform the required calculations to identify eligibility. There are
+three main modes:
+
+* ``idna-data make-libdata``. Generates ``idnadata.py`` and
+  ``uts46data.py``, the pre-calculated lookup tables used for IDNA and
+  UTS 46 conversions. Implementers who wish to track this library against
+  a different Unicode version may use this tool to manually generate a
+  different version of the ``idnadata.py`` and ``uts46data.py`` files.
+
+* ``idna-data make-table``. Generate a table of the IDNA disposition
+  (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix
+  B.1 of RFC 5892 and the pre-computed tables published by `IANA
+  <https://www.iana.org/>`_.
+
+* ``idna-data U+0061``. Prints debugging output on the various
+  properties associated with an individual Unicode codepoint (in this
+  case, U+0061), that are used to assess the IDNA and UTS 46 status of a
+  codepoint. This is helpful in debugging or analysis.
+
+The tool accepts a number of arguments, described using ``idna-data
+-h``. Most notably, the ``--version`` argument allows the specification
+of the version of Unicode to be used in computing the table data. For
+example, ``idna-data --version 9.0.0 make-libdata`` will generate
+library data against Unicode 9.0.0.
+
+
+Additional Notes
+----------------
+
+* **Packages**. The latest tagged release version is published in the
+  `Python Package Index <https://pypi.org/project/idna/>`_.
+
+* **Version support**. This library supports Python 3.5 and higher.
+  As this library serves as a low-level toolkit for a variety of
+  applications, many of which strive for broad compatibility with older
+  Python versions, there is no rush to remove older interpreter support.
+  Removing support for older versions should be well justified in that the
+  maintenance burden has become too high.
+
+* **Python 2**. Python 2 is supported by version 2.x of this library.
+  While active development of the version 2.x series has ended, notable
+  issues being corrected may be backported to 2.x. Use "idna<3" in your
+  requirements file if you need this library for a Python 2 application.
+
+* **Testing**. The library has a test suite based on each rule of the
+  IDNA specification, as well as tests that are provided as part of the
+  Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing
+  <https://unicode.org/reports/tr46/>`_.
+
+* **Emoji**. It is an occasional request to support emoji domains in
+  this library. Encoding of symbols like emoji is expressly prohibited by
+  the technical standard IDNA 2008 and emoji domains are broadly phased
+  out across the domain industry due to associated security risks. For
+  now, applications that need to support these non-compliant labels
+  may wish to consider trying the encode/decode operation in this library
+  first, and then falling back to using `encodings.idna`. See `the Github
+  project <https://github.com/kjd/idna/issues/18>`_ for more discussion.
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/RECORD
new file mode 100644
index 000000000..bf84d3918
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/RECORD
@@ -0,0 +1,22 @@
+idna-3.7.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+idna-3.7.dist-info/LICENSE.md,sha256=pZ8LDvNjWHQQmkRhykT_enDVBpboFHZ7-vch1Mmw2w8,1541
+idna-3.7.dist-info/METADATA,sha256=OixCk-dKLZkPy-MfviOmiPvwJ1O2K_8rqCrFjC_uxy4,9888
+idna-3.7.dist-info/RECORD,,
+idna-3.7.dist-info/WHEEL,sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4,81
+idna/__init__.py,sha256=KJQN1eQBr8iIK5SKrJ47lXvxG0BJ7Lm38W4zT0v_8lk,849
+idna/__pycache__/__init__.cpython-311.pyc,,
+idna/__pycache__/codec.cpython-311.pyc,,
+idna/__pycache__/compat.cpython-311.pyc,,
+idna/__pycache__/core.cpython-311.pyc,,
+idna/__pycache__/idnadata.cpython-311.pyc,,
+idna/__pycache__/intranges.cpython-311.pyc,,
+idna/__pycache__/package_data.cpython-311.pyc,,
+idna/__pycache__/uts46data.cpython-311.pyc,,
+idna/codec.py,sha256=PS6m-XmdST7Wj7J7ulRMakPDt5EBJyYrT3CPtjh-7t4,3426
+idna/compat.py,sha256=0_sOEUMT4CVw9doD3vyRhX80X19PwqFoUBs7gWsFME4,321
+idna/core.py,sha256=lyhpoe2vulEaB_65xhXmoKgO-xUqFDvcwxu5hpNNO4E,12663
+idna/idnadata.py,sha256=dqRwytzkjIHMBa2R1lYvHDwACenZPt8eGVu1Y8UBE-E,78320
+idna/intranges.py,sha256=YBr4fRYuWH7kTKS2tXlFjM24ZF1Pdvcir-aywniInqg,1881
+idna/package_data.py,sha256=Tkt0KnIeyIlnHddOaz9WSkkislNgokJAuE-p5GorMqo,21
+idna/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+idna/uts46data.py,sha256=1KuksWqLuccPXm2uyRVkhfiFLNIhM_H2m4azCcnOqEU,206503
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/WHEEL
new file mode 100644
index 000000000..3b5e64b5e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: flit 3.9.0
+Root-Is-Purelib: true
+Tag: py3-none-any
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/__init__.py
new file mode 100644
index 000000000..a40eeafcc
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/__init__.py
@@ -0,0 +1,44 @@
+from .package_data import __version__
+from .core import (
+    IDNABidiError,
+    IDNAError,
+    InvalidCodepoint,
+    InvalidCodepointContext,
+    alabel,
+    check_bidi,
+    check_hyphen_ok,
+    check_initial_combiner,
+    check_label,
+    check_nfc,
+    decode,
+    encode,
+    ulabel,
+    uts46_remap,
+    valid_contextj,
+    valid_contexto,
+    valid_label_length,
+    valid_string_length,
+)
+from .intranges import intranges_contain
+
+__all__ = [
+    "IDNABidiError",
+    "IDNAError",
+    "InvalidCodepoint",
+    "InvalidCodepointContext",
+    "alabel",
+    "check_bidi",
+    "check_hyphen_ok",
+    "check_initial_combiner",
+    "check_label",
+    "check_nfc",
+    "decode",
+    "encode",
+    "intranges_contain",
+    "ulabel",
+    "uts46_remap",
+    "valid_contextj",
+    "valid_contexto",
+    "valid_label_length",
+    "valid_string_length",
+]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/codec.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/codec.py
new file mode 100644
index 000000000..c855a4de6
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/codec.py
@@ -0,0 +1,118 @@
+from .core import encode, decode, alabel, ulabel, IDNAError
+import codecs
+import re
+from typing import Any, Tuple, Optional
+
+_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
+
+class Codec(codecs.Codec):
+
+    def encode(self, data: str, errors: str = 'strict') -> Tuple[bytes, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return b"", 0
+
+        return encode(data), len(data)
+
+    def decode(self, data: bytes, errors: str = 'strict') -> Tuple[str, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return '', 0
+
+        return decode(data), len(data)
+
+class IncrementalEncoder(codecs.BufferedIncrementalEncoder):
+    def _buffer_encode(self, data: str, errors: str, final: bool) -> Tuple[bytes, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return b'', 0
+
+        labels = _unicode_dots_re.split(data)
+        trailing_dot = b''
+        if labels:
+            if not labels[-1]:
+                trailing_dot = b'.'
+                del labels[-1]
+            elif not final:
+                # Keep potentially unfinished label until the next call
+                del labels[-1]
+                if labels:
+                    trailing_dot = b'.'
+
+        result = []
+        size = 0
+        for label in labels:
+            result.append(alabel(label))
+            if size:
+                size += 1
+            size += len(label)
+
+        # Join with U+002E
+        result_bytes = b'.'.join(result) + trailing_dot
+        size += len(trailing_dot)
+        return result_bytes, size
+
+class IncrementalDecoder(codecs.BufferedIncrementalDecoder):
+    def _buffer_decode(self, data: Any, errors: str, final: bool) -> Tuple[str, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return ('', 0)
+
+        if not isinstance(data, str):
+            data = str(data, 'ascii')
+
+        labels = _unicode_dots_re.split(data)
+        trailing_dot = ''
+        if labels:
+            if not labels[-1]:
+                trailing_dot = '.'
+                del labels[-1]
+            elif not final:
+                # Keep potentially unfinished label until the next call
+                del labels[-1]
+                if labels:
+                    trailing_dot = '.'
+
+        result = []
+        size = 0
+        for label in labels:
+            result.append(ulabel(label))
+            if size:
+                size += 1
+            size += len(label)
+
+        result_str = '.'.join(result) + trailing_dot
+        size += len(trailing_dot)
+        return (result_str, size)
+
+
+class StreamWriter(Codec, codecs.StreamWriter):
+    pass
+
+
+class StreamReader(Codec, codecs.StreamReader):
+    pass
+
+
+def search_function(name: str) -> Optional[codecs.CodecInfo]:
+    if name != 'idna2008':
+        return None
+    return codecs.CodecInfo(
+        name=name,
+        encode=Codec().encode,
+        decode=Codec().decode,
+        incrementalencoder=IncrementalEncoder,
+        incrementaldecoder=IncrementalDecoder,
+        streamwriter=StreamWriter,
+        streamreader=StreamReader,
+    )
+
+codecs.register(search_function)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/compat.py
new file mode 100644
index 000000000..786e6bda6
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/compat.py
@@ -0,0 +1,13 @@
+from .core import *
+from .codec import *
+from typing import Any, Union
+
+def ToASCII(label: str) -> bytes:
+    return encode(label)
+
+def ToUnicode(label: Union[bytes, bytearray]) -> str:
+    return decode(label)
+
+def nameprep(s: Any) -> None:
+    raise NotImplementedError('IDNA 2008 does not utilise nameprep protocol')
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/core.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/core.py
new file mode 100644
index 000000000..0dae61acd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/core.py
@@ -0,0 +1,395 @@
+from . import idnadata
+import bisect
+import unicodedata
+import re
+from typing import Union, Optional
+from .intranges import intranges_contain
+
+_virama_combining_class = 9
+_alabel_prefix = b'xn--'
+_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
+
+class IDNAError(UnicodeError):
+    """ Base exception for all IDNA-encoding related problems """
+    pass
+
+
+class IDNABidiError(IDNAError):
+    """ Exception when bidirectional requirements are not satisfied """
+    pass
+
+
+class InvalidCodepoint(IDNAError):
+    """ Exception when a disallowed or unallocated codepoint is used """
+    pass
+
+
+class InvalidCodepointContext(IDNAError):
+    """ Exception when the codepoint is not valid in the context it is used """
+    pass
+
+
+def _combining_class(cp: int) -> int:
+    v = unicodedata.combining(chr(cp))
+    if v == 0:
+        if not unicodedata.name(chr(cp)):
+            raise ValueError('Unknown character in unicodedata')
+    return v
+
+def _is_script(cp: str, script: str) -> bool:
+    return intranges_contain(ord(cp), idnadata.scripts[script])
+
+def _punycode(s: str) -> bytes:
+    return s.encode('punycode')
+
+def _unot(s: int) -> str:
+    return 'U+{:04X}'.format(s)
+
+
+def valid_label_length(label: Union[bytes, str]) -> bool:
+    if len(label) > 63:
+        return False
+    return True
+
+
+def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool:
+    if len(label) > (254 if trailing_dot else 253):
+        return False
+    return True
+
+
+def check_bidi(label: str, check_ltr: bool = False) -> bool:
+    # Bidi rules should only be applied if string contains RTL characters
+    bidi_label = False
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+        if direction == '':
+            # String likely comes from a newer version of Unicode
+            raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx))
+        if direction in ['R', 'AL', 'AN']:
+            bidi_label = True
+    if not bidi_label and not check_ltr:
+        return True
+
+    # Bidi rule 1
+    direction = unicodedata.bidirectional(label[0])
+    if direction in ['R', 'AL']:
+        rtl = True
+    elif direction == 'L':
+        rtl = False
+    else:
+        raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label)))
+
+    valid_ending = False
+    number_type = None  # type: Optional[str]
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+
+        if rtl:
+            # Bidi rule 2
+            if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx))
+            # Bidi rule 3
+            if direction in ['R', 'AL', 'EN', 'AN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+            # Bidi rule 4
+            if direction in ['AN', 'EN']:
+                if not number_type:
+                    number_type = direction
+                else:
+                    if number_type != direction:
+                        raise IDNABidiError('Can not mix numeral types in a right-to-left label')
+        else:
+            # Bidi rule 5
+            if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx))
+            # Bidi rule 6
+            if direction in ['L', 'EN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+
+    if not valid_ending:
+        raise IDNABidiError('Label ends with illegal codepoint directionality')
+
+    return True
+
+
+def check_initial_combiner(label: str) -> bool:
+    if unicodedata.category(label[0])[0] == 'M':
+        raise IDNAError('Label begins with an illegal combining character')
+    return True
+
+
+def check_hyphen_ok(label: str) -> bool:
+    if label[2:4] == '--':
+        raise IDNAError('Label has disallowed hyphens in 3rd and 4th position')
+    if label[0] == '-' or label[-1] == '-':
+        raise IDNAError('Label must not start or end with a hyphen')
+    return True
+
+
+def check_nfc(label: str) -> None:
+    if unicodedata.normalize('NFC', label) != label:
+        raise IDNAError('Label must be in Normalization Form C')
+
+
+def valid_contextj(label: str, pos: int) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x200c:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+
+        ok = False
+        for i in range(pos-1, -1, -1):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            elif joining_type in [ord('L'), ord('D')]:
+                ok = True
+                break
+            else:
+                break
+
+        if not ok:
+            return False
+
+        ok = False
+        for i in range(pos+1, len(label)):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            elif joining_type in [ord('R'), ord('D')]:
+                ok = True
+                break
+            else:
+                break
+        return ok
+
+    if cp_value == 0x200d:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+        return False
+
+    else:
+
+        return False
+
+
+def valid_contexto(label: str, pos: int, exception: bool = False) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x00b7:
+        if 0 < pos < len(label)-1:
+            if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c:
+                return True
+        return False
+
+    elif cp_value == 0x0375:
+        if pos < len(label)-1 and len(label) > 1:
+            return _is_script(label[pos + 1], 'Greek')
+        return False
+
+    elif cp_value == 0x05f3 or cp_value == 0x05f4:
+        if pos > 0:
+            return _is_script(label[pos - 1], 'Hebrew')
+        return False
+
+    elif cp_value == 0x30fb:
+        for cp in label:
+            if cp == '\u30fb':
+                continue
+            if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'):
+                return True
+        return False
+
+    elif 0x660 <= cp_value <= 0x669:
+        for cp in label:
+            if 0x6f0 <= ord(cp) <= 0x06f9:
+                return False
+        return True
+
+    elif 0x6f0 <= cp_value <= 0x6f9:
+        for cp in label:
+            if 0x660 <= ord(cp) <= 0x0669:
+                return False
+        return True
+
+    return False
+
+
+def check_label(label: Union[str, bytes, bytearray]) -> None:
+    if isinstance(label, (bytes, bytearray)):
+        label = label.decode('utf-8')
+    if len(label) == 0:
+        raise IDNAError('Empty Label')
+
+    check_nfc(label)
+    check_hyphen_ok(label)
+    check_initial_combiner(label)
+
+    for (pos, cp) in enumerate(label):
+        cp_value = ord(cp)
+        if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']):
+            continue
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']):
+            if not valid_contextj(label, pos):
+                raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format(
+                    _unot(cp_value), pos+1, repr(label)))
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']):
+            if not valid_contexto(label, pos):
+                raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label)))
+        else:
+            raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label)))
+
+    check_bidi(label)
+
+
+def alabel(label: str) -> bytes:
+    try:
+        label_bytes = label.encode('ascii')
+        ulabel(label_bytes)
+        if not valid_label_length(label_bytes):
+            raise IDNAError('Label too long')
+        return label_bytes
+    except UnicodeEncodeError:
+        pass
+
+    check_label(label)
+    label_bytes = _alabel_prefix + _punycode(label)
+
+    if not valid_label_length(label_bytes):
+        raise IDNAError('Label too long')
+
+    return label_bytes
+
+
+def ulabel(label: Union[str, bytes, bytearray]) -> str:
+    if not isinstance(label, (bytes, bytearray)):
+        try:
+            label_bytes = label.encode('ascii')
+        except UnicodeEncodeError:
+            check_label(label)
+            return label
+    else:
+        label_bytes = label
+
+    label_bytes = label_bytes.lower()
+    if label_bytes.startswith(_alabel_prefix):
+        label_bytes = label_bytes[len(_alabel_prefix):]
+        if not label_bytes:
+            raise IDNAError('Malformed A-label, no Punycode eligible content found')
+        if label_bytes.decode('ascii')[-1] == '-':
+            raise IDNAError('A-label must not end with a hyphen')
+    else:
+        check_label(label_bytes)
+        return label_bytes.decode('ascii')
+
+    try:
+        label = label_bytes.decode('punycode')
+    except UnicodeError:
+        raise IDNAError('Invalid A-label')
+    check_label(label)
+    return label
+
+
+def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str:
+    """Re-map the characters in the string according to UTS46 processing."""
+    from .uts46data import uts46data
+    output = ''
+
+    for pos, char in enumerate(domain):
+        code_point = ord(char)
+        try:
+            uts46row = uts46data[code_point if code_point < 256 else
+                bisect.bisect_left(uts46data, (code_point, 'Z')) - 1]
+            status = uts46row[1]
+            replacement = None  # type: Optional[str]
+            if len(uts46row) == 3:
+                replacement = uts46row[2]
+            if (status == 'V' or
+                    (status == 'D' and not transitional) or
+                    (status == '3' and not std3_rules and replacement is None)):
+                output += char
+            elif replacement is not None and (status == 'M' or
+                    (status == '3' and not std3_rules) or
+                    (status == 'D' and transitional)):
+                output += replacement
+            elif status != 'I':
+                raise IndexError()
+        except IndexError:
+            raise InvalidCodepoint(
+                'Codepoint {} not allowed at position {} in {}'.format(
+                _unot(code_point), pos + 1, repr(domain)))
+
+    return unicodedata.normalize('NFC', output)
+
+
+def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes:
+    if not isinstance(s, str):
+        try:
+            s = str(s, 'ascii')
+        except UnicodeDecodeError:
+            raise IDNAError('should pass a unicode string to the function rather than a byte string.')
+    if uts46:
+        s = uts46_remap(s, std3_rules, transitional)
+    trailing_dot = False
+    result = []
+    if strict:
+        labels = s.split('.')
+    else:
+        labels = _unicode_dots_re.split(s)
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if labels[-1] == '':
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = alabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append(b'')
+    s = b'.'.join(result)
+    if not valid_string_length(s, trailing_dot):
+        raise IDNAError('Domain too long')
+    return s
+
+
+def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str:
+    try:
+        if not isinstance(s, str):
+            s = str(s, 'ascii')
+    except UnicodeDecodeError:
+        raise IDNAError('Invalid ASCII in A-label')
+    if uts46:
+        s = uts46_remap(s, std3_rules, False)
+    trailing_dot = False
+    result = []
+    if not strict:
+        labels = _unicode_dots_re.split(s)
+    else:
+        labels = s.split('.')
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if not labels[-1]:
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = ulabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append('')
+    return '.'.join(result)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/idnadata.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/idnadata.py
new file mode 100644
index 000000000..c61dcf977
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/idnadata.py
@@ -0,0 +1,4245 @@
+# This file is automatically generated by tools/idna-data
+
+__version__ = '15.1.0'
+scripts = {
+    'Greek': (
+        0x37000000374,
+        0x37500000378,
+        0x37a0000037e,
+        0x37f00000380,
+        0x38400000385,
+        0x38600000387,
+        0x3880000038b,
+        0x38c0000038d,
+        0x38e000003a2,
+        0x3a3000003e2,
+        0x3f000000400,
+        0x1d2600001d2b,
+        0x1d5d00001d62,
+        0x1d6600001d6b,
+        0x1dbf00001dc0,
+        0x1f0000001f16,
+        0x1f1800001f1e,
+        0x1f2000001f46,
+        0x1f4800001f4e,
+        0x1f5000001f58,
+        0x1f5900001f5a,
+        0x1f5b00001f5c,
+        0x1f5d00001f5e,
+        0x1f5f00001f7e,
+        0x1f8000001fb5,
+        0x1fb600001fc5,
+        0x1fc600001fd4,
+        0x1fd600001fdc,
+        0x1fdd00001ff0,
+        0x1ff200001ff5,
+        0x1ff600001fff,
+        0x212600002127,
+        0xab650000ab66,
+        0x101400001018f,
+        0x101a0000101a1,
+        0x1d2000001d246,
+    ),
+    'Han': (
+        0x2e8000002e9a,
+        0x2e9b00002ef4,
+        0x2f0000002fd6,
+        0x300500003006,
+        0x300700003008,
+        0x30210000302a,
+        0x30380000303c,
+        0x340000004dc0,
+        0x4e000000a000,
+        0xf9000000fa6e,
+        0xfa700000fada,
+        0x16fe200016fe4,
+        0x16ff000016ff2,
+        0x200000002a6e0,
+        0x2a7000002b73a,
+        0x2b7400002b81e,
+        0x2b8200002cea2,
+        0x2ceb00002ebe1,
+        0x2ebf00002ee5e,
+        0x2f8000002fa1e,
+        0x300000003134b,
+        0x31350000323b0,
+    ),
+    'Hebrew': (
+        0x591000005c8,
+        0x5d0000005eb,
+        0x5ef000005f5,
+        0xfb1d0000fb37,
+        0xfb380000fb3d,
+        0xfb3e0000fb3f,
+        0xfb400000fb42,
+        0xfb430000fb45,
+        0xfb460000fb50,
+    ),
+    'Hiragana': (
+        0x304100003097,
+        0x309d000030a0,
+        0x1b0010001b120,
+        0x1b1320001b133,
+        0x1b1500001b153,
+        0x1f2000001f201,
+    ),
+    'Katakana': (
+        0x30a1000030fb,
+        0x30fd00003100,
+        0x31f000003200,
+        0x32d0000032ff,
+        0x330000003358,
+        0xff660000ff70,
+        0xff710000ff9e,
+        0x1aff00001aff4,
+        0x1aff50001affc,
+        0x1affd0001afff,
+        0x1b0000001b001,
+        0x1b1200001b123,
+        0x1b1550001b156,
+        0x1b1640001b168,
+    ),
+}
+joining_types = {
+    0xad: 84,
+    0x300: 84,
+    0x301: 84,
+    0x302: 84,
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+    0xe0127: 84,
+    0xe0128: 84,
+    0xe0129: 84,
+    0xe012a: 84,
+    0xe012b: 84,
+    0xe012c: 84,
+    0xe012d: 84,
+    0xe012e: 84,
+    0xe012f: 84,
+    0xe0130: 84,
+    0xe0131: 84,
+    0xe0132: 84,
+    0xe0133: 84,
+    0xe0134: 84,
+    0xe0135: 84,
+    0xe0136: 84,
+    0xe0137: 84,
+    0xe0138: 84,
+    0xe0139: 84,
+    0xe013a: 84,
+    0xe013b: 84,
+    0xe013c: 84,
+    0xe013d: 84,
+    0xe013e: 84,
+    0xe013f: 84,
+    0xe0140: 84,
+    0xe0141: 84,
+    0xe0142: 84,
+    0xe0143: 84,
+    0xe0144: 84,
+    0xe0145: 84,
+    0xe0146: 84,
+    0xe0147: 84,
+    0xe0148: 84,
+    0xe0149: 84,
+    0xe014a: 84,
+    0xe014b: 84,
+    0xe014c: 84,
+    0xe014d: 84,
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+    0xe0150: 84,
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+    0xe0154: 84,
+    0xe0155: 84,
+    0xe0156: 84,
+    0xe0157: 84,
+    0xe0158: 84,
+    0xe0159: 84,
+    0xe015a: 84,
+    0xe015b: 84,
+    0xe015c: 84,
+    0xe015d: 84,
+    0xe015e: 84,
+    0xe015f: 84,
+    0xe0160: 84,
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+    0xe0163: 84,
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+    0xe0165: 84,
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+    0xe0173: 84,
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+    0xe0176: 84,
+    0xe0177: 84,
+    0xe0178: 84,
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+    0xe017b: 84,
+    0xe017c: 84,
+    0xe017d: 84,
+    0xe017e: 84,
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+    0xe0180: 84,
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+    0xe0187: 84,
+    0xe0188: 84,
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+    0xe019c: 84,
+    0xe019d: 84,
+    0xe019e: 84,
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+    0xe01a2: 84,
+    0xe01a3: 84,
+    0xe01a4: 84,
+    0xe01a5: 84,
+    0xe01a6: 84,
+    0xe01a7: 84,
+    0xe01a8: 84,
+    0xe01a9: 84,
+    0xe01aa: 84,
+    0xe01ab: 84,
+    0xe01ac: 84,
+    0xe01ad: 84,
+    0xe01ae: 84,
+    0xe01af: 84,
+    0xe01b0: 84,
+    0xe01b1: 84,
+    0xe01b2: 84,
+    0xe01b3: 84,
+    0xe01b4: 84,
+    0xe01b5: 84,
+    0xe01b6: 84,
+    0xe01b7: 84,
+    0xe01b8: 84,
+    0xe01b9: 84,
+    0xe01ba: 84,
+    0xe01bb: 84,
+    0xe01bc: 84,
+    0xe01bd: 84,
+    0xe01be: 84,
+    0xe01bf: 84,
+    0xe01c0: 84,
+    0xe01c1: 84,
+    0xe01c2: 84,
+    0xe01c3: 84,
+    0xe01c4: 84,
+    0xe01c5: 84,
+    0xe01c6: 84,
+    0xe01c7: 84,
+    0xe01c8: 84,
+    0xe01c9: 84,
+    0xe01ca: 84,
+    0xe01cb: 84,
+    0xe01cc: 84,
+    0xe01cd: 84,
+    0xe01ce: 84,
+    0xe01cf: 84,
+    0xe01d0: 84,
+    0xe01d1: 84,
+    0xe01d2: 84,
+    0xe01d3: 84,
+    0xe01d4: 84,
+    0xe01d5: 84,
+    0xe01d6: 84,
+    0xe01d7: 84,
+    0xe01d8: 84,
+    0xe01d9: 84,
+    0xe01da: 84,
+    0xe01db: 84,
+    0xe01dc: 84,
+    0xe01dd: 84,
+    0xe01de: 84,
+    0xe01df: 84,
+    0xe01e0: 84,
+    0xe01e1: 84,
+    0xe01e2: 84,
+    0xe01e3: 84,
+    0xe01e4: 84,
+    0xe01e5: 84,
+    0xe01e6: 84,
+    0xe01e7: 84,
+    0xe01e8: 84,
+    0xe01e9: 84,
+    0xe01ea: 84,
+    0xe01eb: 84,
+    0xe01ec: 84,
+    0xe01ed: 84,
+    0xe01ee: 84,
+    0xe01ef: 84,
+}
+codepoint_classes = {
+    'PVALID': (
+        0x2d0000002e,
+        0x300000003a,
+        0x610000007b,
+        0xdf000000f7,
+        0xf800000100,
+        0x10100000102,
+        0x10300000104,
+        0x10500000106,
+        0x10700000108,
+        0x1090000010a,
+        0x10b0000010c,
+        0x10d0000010e,
+        0x10f00000110,
+        0x11100000112,
+        0x11300000114,
+        0x11500000116,
+        0x11700000118,
+        0x1190000011a,
+        0x11b0000011c,
+        0x11d0000011e,
+        0x11f00000120,
+        0x12100000122,
+        0x12300000124,
+        0x12500000126,
+        0x12700000128,
+        0x1290000012a,
+        0x12b0000012c,
+        0x12d0000012e,
+        0x12f00000130,
+        0x13100000132,
+        0x13500000136,
+        0x13700000139,
+        0x13a0000013b,
+        0x13c0000013d,
+        0x13e0000013f,
+        0x14200000143,
+        0x14400000145,
+        0x14600000147,
+        0x14800000149,
+        0x14b0000014c,
+        0x14d0000014e,
+        0x14f00000150,
+        0x15100000152,
+        0x15300000154,
+        0x15500000156,
+        0x15700000158,
+        0x1590000015a,
+        0x15b0000015c,
+        0x15d0000015e,
+        0x15f00000160,
+        0x16100000162,
+        0x16300000164,
+        0x16500000166,
+        0x16700000168,
+        0x1690000016a,
+        0x16b0000016c,
+        0x16d0000016e,
+        0x16f00000170,
+        0x17100000172,
+        0x17300000174,
+        0x17500000176,
+        0x17700000178,
+        0x17a0000017b,
+        0x17c0000017d,
+        0x17e0000017f,
+        0x18000000181,
+        0x18300000184,
+        0x18500000186,
+        0x18800000189,
+        0x18c0000018e,
+        0x19200000193,
+        0x19500000196,
+        0x1990000019c,
+        0x19e0000019f,
+        0x1a1000001a2,
+        0x1a3000001a4,
+        0x1a5000001a6,
+        0x1a8000001a9,
+        0x1aa000001ac,
+        0x1ad000001ae,
+        0x1b0000001b1,
+        0x1b4000001b5,
+        0x1b6000001b7,
+        0x1b9000001bc,
+        0x1bd000001c4,
+        0x1ce000001cf,
+        0x1d0000001d1,
+        0x1d2000001d3,
+        0x1d4000001d5,
+        0x1d6000001d7,
+        0x1d8000001d9,
+        0x1da000001db,
+        0x1dc000001de,
+        0x1df000001e0,
+        0x1e1000001e2,
+        0x1e3000001e4,
+        0x1e5000001e6,
+        0x1e7000001e8,
+        0x1e9000001ea,
+        0x1eb000001ec,
+        0x1ed000001ee,
+        0x1ef000001f1,
+        0x1f5000001f6,
+        0x1f9000001fa,
+        0x1fb000001fc,
+        0x1fd000001fe,
+        0x1ff00000200,
+        0x20100000202,
+        0x20300000204,
+        0x20500000206,
+        0x20700000208,
+        0x2090000020a,
+        0x20b0000020c,
+        0x20d0000020e,
+        0x20f00000210,
+        0x21100000212,
+        0x21300000214,
+        0x21500000216,
+        0x21700000218,
+        0x2190000021a,
+        0x21b0000021c,
+        0x21d0000021e,
+        0x21f00000220,
+        0x22100000222,
+        0x22300000224,
+        0x22500000226,
+        0x22700000228,
+        0x2290000022a,
+        0x22b0000022c,
+        0x22d0000022e,
+        0x22f00000230,
+        0x23100000232,
+        0x2330000023a,
+        0x23c0000023d,
+        0x23f00000241,
+        0x24200000243,
+        0x24700000248,
+        0x2490000024a,
+        0x24b0000024c,
+        0x24d0000024e,
+        0x24f000002b0,
+        0x2b9000002c2,
+        0x2c6000002d2,
+        0x2ec000002ed,
+        0x2ee000002ef,
+        0x30000000340,
+        0x34200000343,
+        0x3460000034f,
+        0x35000000370,
+        0x37100000372,
+        0x37300000374,
+        0x37700000378,
+        0x37b0000037e,
+        0x39000000391,
+        0x3ac000003cf,
+        0x3d7000003d8,
+        0x3d9000003da,
+        0x3db000003dc,
+        0x3dd000003de,
+        0x3df000003e0,
+        0x3e1000003e2,
+        0x3e3000003e4,
+        0x3e5000003e6,
+        0x3e7000003e8,
+        0x3e9000003ea,
+        0x3eb000003ec,
+        0x3ed000003ee,
+        0x3ef000003f0,
+        0x3f3000003f4,
+        0x3f8000003f9,
+        0x3fb000003fd,
+        0x43000000460,
+        0x46100000462,
+        0x46300000464,
+        0x46500000466,
+        0x46700000468,
+        0x4690000046a,
+        0x46b0000046c,
+        0x46d0000046e,
+        0x46f00000470,
+        0x47100000472,
+        0x47300000474,
+        0x47500000476,
+        0x47700000478,
+        0x4790000047a,
+        0x47b0000047c,
+        0x47d0000047e,
+        0x47f00000480,
+        0x48100000482,
+        0x48300000488,
+        0x48b0000048c,
+        0x48d0000048e,
+        0x48f00000490,
+        0x49100000492,
+        0x49300000494,
+        0x49500000496,
+        0x49700000498,
+        0x4990000049a,
+        0x49b0000049c,
+        0x49d0000049e,
+        0x49f000004a0,
+        0x4a1000004a2,
+        0x4a3000004a4,
+        0x4a5000004a6,
+        0x4a7000004a8,
+        0x4a9000004aa,
+        0x4ab000004ac,
+        0x4ad000004ae,
+        0x4af000004b0,
+        0x4b1000004b2,
+        0x4b3000004b4,
+        0x4b5000004b6,
+        0x4b7000004b8,
+        0x4b9000004ba,
+        0x4bb000004bc,
+        0x4bd000004be,
+        0x4bf000004c0,
+        0x4c2000004c3,
+        0x4c4000004c5,
+        0x4c6000004c7,
+        0x4c8000004c9,
+        0x4ca000004cb,
+        0x4cc000004cd,
+        0x4ce000004d0,
+        0x4d1000004d2,
+        0x4d3000004d4,
+        0x4d5000004d6,
+        0x4d7000004d8,
+        0x4d9000004da,
+        0x4db000004dc,
+        0x4dd000004de,
+        0x4df000004e0,
+        0x4e1000004e2,
+        0x4e3000004e4,
+        0x4e5000004e6,
+        0x4e7000004e8,
+        0x4e9000004ea,
+        0x4eb000004ec,
+        0x4ed000004ee,
+        0x4ef000004f0,
+        0x4f1000004f2,
+        0x4f3000004f4,
+        0x4f5000004f6,
+        0x4f7000004f8,
+        0x4f9000004fa,
+        0x4fb000004fc,
+        0x4fd000004fe,
+        0x4ff00000500,
+        0x50100000502,
+        0x50300000504,
+        0x50500000506,
+        0x50700000508,
+        0x5090000050a,
+        0x50b0000050c,
+        0x50d0000050e,
+        0x50f00000510,
+        0x51100000512,
+        0x51300000514,
+        0x51500000516,
+        0x51700000518,
+        0x5190000051a,
+        0x51b0000051c,
+        0x51d0000051e,
+        0x51f00000520,
+        0x52100000522,
+        0x52300000524,
+        0x52500000526,
+        0x52700000528,
+        0x5290000052a,
+        0x52b0000052c,
+        0x52d0000052e,
+        0x52f00000530,
+        0x5590000055a,
+        0x56000000587,
+        0x58800000589,
+        0x591000005be,
+        0x5bf000005c0,
+        0x5c1000005c3,
+        0x5c4000005c6,
+        0x5c7000005c8,
+        0x5d0000005eb,
+        0x5ef000005f3,
+        0x6100000061b,
+        0x62000000640,
+        0x64100000660,
+        0x66e00000675,
+        0x679000006d4,
+        0x6d5000006dd,
+        0x6df000006e9,
+        0x6ea000006f0,
+        0x6fa00000700,
+        0x7100000074b,
+        0x74d000007b2,
+        0x7c0000007f6,
+        0x7fd000007fe,
+        0x8000000082e,
+        0x8400000085c,
+        0x8600000086b,
+        0x87000000888,
+        0x8890000088f,
+        0x898000008e2,
+        0x8e300000958,
+        0x96000000964,
+        0x96600000970,
+        0x97100000984,
+        0x9850000098d,
+        0x98f00000991,
+        0x993000009a9,
+        0x9aa000009b1,
+        0x9b2000009b3,
+        0x9b6000009ba,
+        0x9bc000009c5,
+        0x9c7000009c9,
+        0x9cb000009cf,
+        0x9d7000009d8,
+        0x9e0000009e4,
+        0x9e6000009f2,
+        0x9fc000009fd,
+        0x9fe000009ff,
+        0xa0100000a04,
+        0xa0500000a0b,
+        0xa0f00000a11,
+        0xa1300000a29,
+        0xa2a00000a31,
+        0xa3200000a33,
+        0xa3500000a36,
+        0xa3800000a3a,
+        0xa3c00000a3d,
+        0xa3e00000a43,
+        0xa4700000a49,
+        0xa4b00000a4e,
+        0xa5100000a52,
+        0xa5c00000a5d,
+        0xa6600000a76,
+        0xa8100000a84,
+        0xa8500000a8e,
+        0xa8f00000a92,
+        0xa9300000aa9,
+        0xaaa00000ab1,
+        0xab200000ab4,
+        0xab500000aba,
+        0xabc00000ac6,
+        0xac700000aca,
+        0xacb00000ace,
+        0xad000000ad1,
+        0xae000000ae4,
+        0xae600000af0,
+        0xaf900000b00,
+        0xb0100000b04,
+        0xb0500000b0d,
+        0xb0f00000b11,
+        0xb1300000b29,
+        0xb2a00000b31,
+        0xb3200000b34,
+        0xb3500000b3a,
+        0xb3c00000b45,
+        0xb4700000b49,
+        0xb4b00000b4e,
+        0xb5500000b58,
+        0xb5f00000b64,
+        0xb6600000b70,
+        0xb7100000b72,
+        0xb8200000b84,
+        0xb8500000b8b,
+        0xb8e00000b91,
+        0xb9200000b96,
+        0xb9900000b9b,
+        0xb9c00000b9d,
+        0xb9e00000ba0,
+        0xba300000ba5,
+        0xba800000bab,
+        0xbae00000bba,
+        0xbbe00000bc3,
+        0xbc600000bc9,
+        0xbca00000bce,
+        0xbd000000bd1,
+        0xbd700000bd8,
+        0xbe600000bf0,
+        0xc0000000c0d,
+        0xc0e00000c11,
+        0xc1200000c29,
+        0xc2a00000c3a,
+        0xc3c00000c45,
+        0xc4600000c49,
+        0xc4a00000c4e,
+        0xc5500000c57,
+        0xc5800000c5b,
+        0xc5d00000c5e,
+        0xc6000000c64,
+        0xc6600000c70,
+        0xc8000000c84,
+        0xc8500000c8d,
+        0xc8e00000c91,
+        0xc9200000ca9,
+        0xcaa00000cb4,
+        0xcb500000cba,
+        0xcbc00000cc5,
+        0xcc600000cc9,
+        0xcca00000cce,
+        0xcd500000cd7,
+        0xcdd00000cdf,
+        0xce000000ce4,
+        0xce600000cf0,
+        0xcf100000cf4,
+        0xd0000000d0d,
+        0xd0e00000d11,
+        0xd1200000d45,
+        0xd4600000d49,
+        0xd4a00000d4f,
+        0xd5400000d58,
+        0xd5f00000d64,
+        0xd6600000d70,
+        0xd7a00000d80,
+        0xd8100000d84,
+        0xd8500000d97,
+        0xd9a00000db2,
+        0xdb300000dbc,
+        0xdbd00000dbe,
+        0xdc000000dc7,
+        0xdca00000dcb,
+        0xdcf00000dd5,
+        0xdd600000dd7,
+        0xdd800000de0,
+        0xde600000df0,
+        0xdf200000df4,
+        0xe0100000e33,
+        0xe3400000e3b,
+        0xe4000000e4f,
+        0xe5000000e5a,
+        0xe8100000e83,
+        0xe8400000e85,
+        0xe8600000e8b,
+        0xe8c00000ea4,
+        0xea500000ea6,
+        0xea700000eb3,
+        0xeb400000ebe,
+        0xec000000ec5,
+        0xec600000ec7,
+        0xec800000ecf,
+        0xed000000eda,
+        0xede00000ee0,
+        0xf0000000f01,
+        0xf0b00000f0c,
+        0xf1800000f1a,
+        0xf2000000f2a,
+        0xf3500000f36,
+        0xf3700000f38,
+        0xf3900000f3a,
+        0xf3e00000f43,
+        0xf4400000f48,
+        0xf4900000f4d,
+        0xf4e00000f52,
+        0xf5300000f57,
+        0xf5800000f5c,
+        0xf5d00000f69,
+        0xf6a00000f6d,
+        0xf7100000f73,
+        0xf7400000f75,
+        0xf7a00000f81,
+        0xf8200000f85,
+        0xf8600000f93,
+        0xf9400000f98,
+        0xf9900000f9d,
+        0xf9e00000fa2,
+        0xfa300000fa7,
+        0xfa800000fac,
+        0xfad00000fb9,
+        0xfba00000fbd,
+        0xfc600000fc7,
+        0x10000000104a,
+        0x10500000109e,
+        0x10d0000010fb,
+        0x10fd00001100,
+        0x120000001249,
+        0x124a0000124e,
+        0x125000001257,
+        0x125800001259,
+        0x125a0000125e,
+        0x126000001289,
+        0x128a0000128e,
+        0x1290000012b1,
+        0x12b2000012b6,
+        0x12b8000012bf,
+        0x12c0000012c1,
+        0x12c2000012c6,
+        0x12c8000012d7,
+        0x12d800001311,
+        0x131200001316,
+        0x13180000135b,
+        0x135d00001360,
+        0x138000001390,
+        0x13a0000013f6,
+        0x14010000166d,
+        0x166f00001680,
+        0x16810000169b,
+        0x16a0000016eb,
+        0x16f1000016f9,
+        0x170000001716,
+        0x171f00001735,
+        0x174000001754,
+        0x17600000176d,
+        0x176e00001771,
+        0x177200001774,
+        0x1780000017b4,
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/intranges.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/intranges.py
new file mode 100644
index 000000000..6a43b0475
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/intranges.py
@@ -0,0 +1,54 @@
+"""
+Given a list of integers, made up of (hopefully) a small number of long runs
+of consecutive integers, compute a representation of the form
+((start1, end1), (start2, end2) ...). Then answer the question "was x present
+in the original list?" in time O(log(# runs)).
+"""
+
+import bisect
+from typing import List, Tuple
+
+def intranges_from_list(list_: List[int]) -> Tuple[int, ...]:
+    """Represent a list of integers as a sequence of ranges:
+    ((start_0, end_0), (start_1, end_1), ...), such that the original
+    integers are exactly those x such that start_i <= x < end_i for some i.
+
+    Ranges are encoded as single integers (start << 32 | end), not as tuples.
+    """
+
+    sorted_list = sorted(list_)
+    ranges = []
+    last_write = -1
+    for i in range(len(sorted_list)):
+        if i+1 < len(sorted_list):
+            if sorted_list[i] == sorted_list[i+1]-1:
+                continue
+        current_range = sorted_list[last_write+1:i+1]
+        ranges.append(_encode_range(current_range[0], current_range[-1] + 1))
+        last_write = i
+
+    return tuple(ranges)
+
+def _encode_range(start: int, end: int) -> int:
+    return (start << 32) | end
+
+def _decode_range(r: int) -> Tuple[int, int]:
+    return (r >> 32), (r & ((1 << 32) - 1))
+
+
+def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool:
+    """Determine if `int_` falls into one of the ranges in `ranges`."""
+    tuple_ = _encode_range(int_, 0)
+    pos = bisect.bisect_left(ranges, tuple_)
+    # we could be immediately ahead of a tuple (start, end)
+    # with start < int_ <= end
+    if pos > 0:
+        left, right = _decode_range(ranges[pos-1])
+        if left <= int_ < right:
+            return True
+    # or we could be immediately behind a tuple (int_, end)
+    if pos < len(ranges):
+        left, _ = _decode_range(ranges[pos])
+        if left == int_:
+            return True
+    return False
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/package_data.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/package_data.py
new file mode 100644
index 000000000..ed8111336
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/package_data.py
@@ -0,0 +1,2 @@
+__version__ = '3.7'
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/idna/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/uts46data.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/uts46data.py
new file mode 100644
index 000000000..6a1eddbfd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/idna/uts46data.py
@@ -0,0 +1,8598 @@
+# This file is automatically generated by tools/idna-data
+# vim: set fileencoding=utf-8 :
+
+from typing import List, Tuple, Union
+
+
+"""IDNA Mapping Table from UTS46."""
+
+
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
new file mode 100644
index 000000000..c22865c32
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
@@ -0,0 +1,2 @@
+For a list of all our amazing authors please see the contributors page:
+https://github.com/opensearch-project/opensearch-py/graphs/contributors
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
new file mode 100644
index 000000000..f49a4e16e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
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+   Unless required by applicable law or agreed to in writing, software
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\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
new file mode 100644
index 000000000..eade90bab
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
@@ -0,0 +1,126 @@
+Metadata-Version: 2.1
+Name: opensearch-py
+Version: 2.6.0
+Summary: Python client for OpenSearch
+Home-page: https://github.com/opensearch-project/opensearch-py
+Author: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
+Author-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
+Maintainer: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
+Maintainer-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
+License: Apache-2.0
+Project-URL: Documentation, https://opensearch.org/docs/clients/python
+Project-URL: Source Code, https://github.com/opensearch-project/opensearch-py
+Project-URL: Issue Tracker, https://github.com/opensearch-project/opensearch-py/issues
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Intended Audience :: Developers
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Requires-Python: >=3.8, <4
+Description-Content-Type: text/markdown
+License-File: LICENSE.txt
+License-File: NOTICE.txt
+License-File: AUTHORS
+Requires-Dist: requests <3.0.0,>=2.4.0
+Requires-Dist: six
+Requires-Dist: python-dateutil
+Requires-Dist: certifi >=2022.12.07
+Requires-Dist: Events
+Requires-Dist: urllib3 <1.27,>=1.26.18 ; python_version < "3.10"
+Requires-Dist: urllib3 !=2.2.0,<3,>=1.26.18 ; python_version >= "3.10"
+Provides-Extra: async
+Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'async'
+Provides-Extra: develop
+Requires-Dist: requests <3.0.0,>=2.0.0 ; extra == 'develop'
+Requires-Dist: coverage <8.0.0 ; extra == 'develop'
+Requires-Dist: mock ; extra == 'develop'
+Requires-Dist: pyyaml ; extra == 'develop'
+Requires-Dist: pytest >=3.0.0 ; extra == 'develop'
+Requires-Dist: pytest-cov ; extra == 'develop'
+Requires-Dist: pytz ; extra == 'develop'
+Requires-Dist: botocore ; extra == 'develop'
+Requires-Dist: pytest-mock <4.0.0 ; extra == 'develop'
+Requires-Dist: sphinx ; extra == 'develop'
+Requires-Dist: sphinx-rtd-theme ; extra == 'develop'
+Requires-Dist: myst-parser ; extra == 'develop'
+Requires-Dist: sphinx-copybutton ; extra == 'develop'
+Requires-Dist: black >=24.3.0 ; extra == 'develop'
+Requires-Dist: jinja2 ; extra == 'develop'
+Provides-Extra: docs
+Requires-Dist: sphinx ; extra == 'docs'
+Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
+Requires-Dist: myst-parser ; extra == 'docs'
+Requires-Dist: sphinx-copybutton ; extra == 'docs'
+Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'docs'
+Provides-Extra: kerberos
+Requires-Dist: requests-kerberos ; extra == 'kerberos'
+
+[![Release](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml)
+[![CI](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml)
+[![Integration](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml)
+[![Chat](https://img.shields.io/badge/chat-on%20forums-blue)](https://discuss.opendistrocommunity.dev/c/clients/)
+![PRs welcome!](https://img.shields.io/badge/PRs-welcome!-success)
+
+![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)
+
+OpenSearch Python Client
+
+- [Welcome!](https://github.com/opensearch-project/opensearch-py#welcome)
+- [User Guide](https://github.com/opensearch-project/opensearch-py#user-guide)
+- [API Doc](https://opensearch-project.github.io/opensearch-py/)
+- [Compatibility with OpenSearch](https://github.com/opensearch-project/opensearch-py#compatibility-with-opensearch)
+- [Project Resources](https://github.com/opensearch-project/opensearch-py#project-resources)
+- [Code of Conduct](https://github.com/opensearch-project/opensearch-py#code-of-conduct)
+- [License](https://github.com/opensearch-project/opensearch-py#license)
+- [Copyright](https://github.com/opensearch-project/opensearch-py#copyright)
+
+# Welcome!
+
+**opensearch-py** is [a community-driven, open source fork](https://aws.amazon.com/blogs/opensource/introducing-opensearch/)
+of elasticsearch-py licensed under the [Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt). 
+For more information, see [opensearch.org](https://opensearch.org/) and the [API Doc](https://opensearch-project.github.io/opensearch-py/).
+
+## User Guide
+
+To get started with the OpenSearch Python Client, see [User Guide](https://github.com/opensearch-project/opensearch-py/blob/main/USER_GUIDE.md). This repository also contains [working samples](https://github.com/opensearch-project/opensearch-py/tree/main/samples) and [benchmarks](https://github.com/opensearch-project/opensearch-py/tree/main/benchmarks).
+
+## Compatibility with OpenSearch
+
+See [Compatibility](https://github.com/opensearch-project/opensearch-py/blob/main/COMPATIBILITY.md).
+
+## Project Resources
+
+* [Project Website](https://opensearch.org/)
+* [Downloads](https://opensearch.org/downloads.html)
+* [Documentation](https://opensearch.org/docs/latest/clients/python/)
+* Need help? Try [Forums](https://discuss.opendistrocommunity.dev/)
+* [Project Principles](https://opensearch.org/#principles)
+* [Contributing to OpenSearch](https://github.com/opensearch-project/opensearch-py/blob/main/CONTRIBUTING.md)
+* [Maintainer Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/MAINTAINERS.md)
+* [Release Management](https://github.com/opensearch-project/opensearch-py/blob/main/RELEASING.md)
+* [Admin Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/ADMINS.md)
+* [Security](https://github.com/opensearch-project/opensearch-py/blob/main/SECURITY.md)
+
+## Code of Conduct
+
+This project has adopted the 
+[Amazon Open Source Code of Conduct](https://github.com/opensearch-project/opensearch-py/blob/main/CODE_OF_CONDUCT.md).
+For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact 
+[opensource-codeofconduct@amazon.com](mailto:opensource-codeofconduct@amazon.com) with any additional questions or comments.
+
+## License
+
+This project is licensed under the
+[Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt).
+
+## Copyright
+
+Copyright OpenSearch Contributors. See 
+[NOTICE](https://github.com/opensearch-project/opensearch-py/blob/main/NOTICE.txt) for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
new file mode 100644
index 000000000..d317fb967
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
@@ -0,0 +1,8 @@
+OpenSearch (https://opensearch.org/)
+Copyright OpenSearch Contributors
+
+This product includes software developed by
+Elasticsearch (http://www.elastic.co).
+
+This product includes software developed by The Apache Software
+Foundation (http://www.apache.org/).
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new file mode 100644
index 000000000..0abef7b06
--- /dev/null
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+opensearchpy/serializer.py,sha256=C_C31aCScXi2lsZnCgZ4yKEhjTLu0waxgFBQWDfwqc0,6514
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
new file mode 100644
index 000000000..832be1113
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.43.0)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
new file mode 100644
index 000000000..e34654d44
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+opensearchpy
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/__init__.py
new file mode 100644
index 000000000..4cf251dbc
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/__init__.py
@@ -0,0 +1,265 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# flake8: noqa
+from __future__ import absolute_import
+
+import logging
+import re
+import warnings
+
+from ._version import __versionstr__
+
+_major, _minor, _patch = [
+    int(x) for x in re.search(r"^(\d+)\.(\d+)\.(\d+)", __versionstr__).groups()  # type: ignore
+]
+
+VERSION = __version__ = (_major, _minor, _patch)
+
+logger = logging.getLogger("opensearch")
+logger.addHandler(logging.NullHandler())
+
+from .client import OpenSearch
+from .connection import (
+    Connection,
+    RequestsHttpConnection,
+    Urllib3HttpConnection,
+    connections,
+)
+from .connection_pool import ConnectionPool, ConnectionSelector, RoundRobinSelector
+from .exceptions import (
+    AuthenticationException,
+    AuthorizationException,
+    ConflictError,
+    ConnectionError,
+    ConnectionTimeout,
+    IllegalOperation,
+    ImproperlyConfigured,
+    NotFoundError,
+    OpenSearchDeprecationWarning,
+    OpenSearchDslException,
+    OpenSearchException,
+    OpenSearchWarning,
+    RequestError,
+    SerializationError,
+    SSLError,
+    TransportError,
+    UnknownDslObject,
+    ValidationException,
+)
+from .helpers import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
+from .helpers.aggs import A
+from .helpers.analysis import analyzer, char_filter, normalizer, token_filter, tokenizer
+from .helpers.document import Document, InnerDoc, MetaField
+from .helpers.faceted_search import (
+    DateHistogramFacet,
+    Facet,
+    FacetedResponse,
+    FacetedSearch,
+    HistogramFacet,
+    NestedFacet,
+    RangeFacet,
+    TermsFacet,
+)
+from .helpers.field import (
+    Binary,
+    Boolean,
+    Byte,
+    Completion,
+    CustomField,
+    Date,
+    DateRange,
+    DenseVector,
+    Double,
+    DoubleRange,
+    Field,
+    Float,
+    FloatRange,
+    GeoPoint,
+    GeoShape,
+    HalfFloat,
+    Integer,
+    IntegerRange,
+    Ip,
+    IpRange,
+    Join,
+    Keyword,
+    Long,
+    LongRange,
+    Murmur3,
+    Nested,
+    Object,
+    Percolator,
+    RangeField,
+    RankFeature,
+    RankFeatures,
+    ScaledFloat,
+    SearchAsYouType,
+    Short,
+    SparseVector,
+    Text,
+    TokenCount,
+    construct_field,
+)
+from .helpers.function import SF
+from .helpers.index import Index, IndexTemplate
+from .helpers.mapping import Mapping
+from .helpers.query import Q
+from .helpers.search import MultiSearch, Search
+from .helpers.update_by_query import UpdateByQuery
+from .helpers.utils import AttrDict, AttrList, DslBase
+from .helpers.wrappers import Range
+from .metrics import Metrics, MetricsEvents, MetricsNone
+from .serializer import JSONSerializer
+from .transport import Transport
+
+# Only raise one warning per deprecation message so as not
+# to spam up the user if the same action is done multiple times.
+warnings.simplefilter("default", category=OpenSearchDeprecationWarning, append=True)
+
+__all__ = [
+    "OpenSearch",
+    "Transport",
+    "ConnectionPool",
+    "ConnectionSelector",
+    "RoundRobinSelector",
+    "JSONSerializer",
+    "Connection",
+    "RequestsHttpConnection",
+    "Urllib3HttpConnection",
+    "ImproperlyConfigured",
+    "OpenSearchException",
+    "SerializationError",
+    "TransportError",
+    "NotFoundError",
+    "ConflictError",
+    "RequestError",
+    "ConnectionError",
+    "SSLError",
+    "ConnectionTimeout",
+    "AuthenticationException",
+    "AuthorizationException",
+    "OpenSearchWarning",
+    "OpenSearchDeprecationWarning",
+    "AWSV4SignerAuth",
+    "Urllib3AWSV4SignerAuth",
+    "RequestsAWSV4SignerAuth",
+    "A",
+    "AttrDict",
+    "AttrList",
+    "Binary",
+    "Boolean",
+    "Byte",
+    "Completion",
+    "CustomField",
+    "Date",
+    "DateHistogramFacet",
+    "DateRange",
+    "DenseVector",
+    "Document",
+    "Double",
+    "DoubleRange",
+    "DslBase",
+    "Facet",
+    "FacetedResponse",
+    "FacetedSearch",
+    "Field",
+    "Float",
+    "FloatRange",
+    "GeoPoint",
+    "GeoShape",
+    "HalfFloat",
+    "HistogramFacet",
+    "IllegalOperation",
+    "Index",
+    "IndexTemplate",
+    "InnerDoc",
+    "Integer",
+    "IntegerRange",
+    "Ip",
+    "IpRange",
+    "Join",
+    "Keyword",
+    "Long",
+    "LongRange",
+    "Mapping",
+    "MetaField",
+    "MultiSearch",
+    "Murmur3",
+    "Nested",
+    "NestedFacet",
+    "Object",
+    "OpenSearchDslException",
+    "Percolator",
+    "Q",
+    "Range",
+    "RangeFacet",
+    "RangeField",
+    "RankFeature",
+    "RankFeatures",
+    "SF",
+    "ScaledFloat",
+    "Search",
+    "SearchAsYouType",
+    "Short",
+    "SparseVector",
+    "TermsFacet",
+    "Text",
+    "TokenCount",
+    "UnknownDslObject",
+    "UpdateByQuery",
+    "ValidationException",
+    "analyzer",
+    "char_filter",
+    "connections",
+    "construct_field",
+    "normalizer",
+    "token_filter",
+    "tokenizer",
+    "__versionstr__",
+    "Metrics",
+    "MetricsEvents",
+    "MetricsNone",
+]
+
+try:
+    from ._async.client import AsyncOpenSearch
+    from ._async.http_aiohttp import AIOHttpConnection, AsyncConnection
+    from ._async.transport import AsyncTransport
+    from .connection import AsyncHttpConnection
+    from .helpers import AWSV4SignerAsyncAuth
+
+    __all__ += [
+        "AIOHttpConnection",
+        "AsyncConnection",
+        "AsyncTransport",
+        "AsyncOpenSearch",
+        "AsyncHttpConnection",
+        "AWSV4SignerAsyncAuth",
+    ]
+except (ImportError, SyntaxError):
+    pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/__init__.py
new file mode 100644
index 000000000..7e52ae229
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/__init__.py
@@ -0,0 +1,25 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/_extra_imports.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/_extra_imports.py
new file mode 100644
index 000000000..5fd194610
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/_extra_imports.py
@@ -0,0 +1,53 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# type: ignore
+
+# This file exists for the sole reason of making mypy not
+# complain about type issues to do with 'aiohttp' and 'yarl'.
+# We're in a catch-22 situation:
+# - If we use 'type: ignore' on 'import aiohttp' and it's not installed
+#   mypy will complain that the annotation is unnecessary.
+# - If we don't use 'type: ignore' on 'import aiohttp' and it
+#   it's not installed mypy will complain that it can't find
+#   type hints for aiohttp.
+# So to make mypy happy we move all our 'extra' imports here
+# and add a global 'type: ignore' which mypy never complains
+# about being unnecessary.
+
+import aiohttp
+import aiohttp.client_exceptions as aiohttp_exceptions
+
+# We do this because we don't explicitly require 'yarl'
+# within our [async] extra any more.
+# See AIOHttpConnection.request() for more information why.
+try:
+    import yarl
+except ImportError:
+    yarl = False
+
+__all__ = ["aiohttp", "aiohttp_exceptions", "yarl"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/__init__.py
new file mode 100644
index 000000000..abca30670
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/__init__.py
@@ -0,0 +1,3064 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from __future__ import unicode_literals
+
+import logging
+from typing import Any, Type
+
+from ..transport import AsyncTransport, TransportError
+from .cat import CatClient
+from .client import Client
+from .cluster import ClusterClient
+from .dangling_indices import DanglingIndicesClient
+from .features import FeaturesClient
+from .http import HttpClient
+from .indices import IndicesClient
+from .ingest import IngestClient
+from .nodes import NodesClient
+from .plugins import PluginsClient
+from .remote import RemoteClient
+from .remote_store import RemoteStoreClient
+from .search_pipeline import SearchPipelineClient
+from .security import SecurityClient
+from .snapshot import SnapshotClient
+from .tasks import TasksClient
+from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
+
+logger = logging.getLogger("opensearch")
+
+
+class AsyncOpenSearch(Client):
+    """
+    OpenSearch client. Provides a straightforward mapping from
+    Python to OpenSearch REST endpoints.
+
+    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
+    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
+    :class:`~opensearchpy.client.CatClient`,
+    :class:`~opensearchpy.client.ClusterClient`,
+    :class:`~opensearchpy.client.IndicesClient`,
+    :class:`~opensearchpy.client.IngestClient`,
+    :class:`~opensearchpy.client.NodesClient`,
+    :class:`~opensearchpy.client.SnapshotClient` and
+    :class:`~opensearchpy.client.TasksClient` respectively. This is the
+    preferred (and only supported) way to get access to those classes and their
+    methods.
+
+    You can specify your own connection class which should be used by providing
+    the ``connection_class`` parameter::
+
+        # create connection to localhost using the ThriftConnection
+        client = OpenSearch(connection_class=ThriftConnection)
+
+    If you want to turn on sniffing you have several options (described
+    in :class:`~opensearchpy.Transport`)::
+
+        # create connection that will automatically inspect the cluster to get
+        # the list of active nodes. Start with nodes running on
+        # 'opensearchnode1' and 'opensearchnode2'
+        client = OpenSearch(
+            ['opensearchnode1', 'opensearchnode2'],
+            # sniff before doing anything
+            sniff_on_start=True,
+            # refresh nodes after a node fails to respond
+            sniff_on_connection_fail=True,
+            # and also every 60 seconds
+            sniffer_timeout=60
+        )
+
+    Different hosts can have different parameters, use a dictionary per node to
+    specify those::
+
+        # connect to localhost directly and another node using SSL on port 443
+        # and an url_prefix. Note that ``port`` needs to be an int.
+        client = OpenSearch([
+            {'host': 'localhost'},
+            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
+        ])
+
+    If using SSL, there are several parameters that control how we deal with
+    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs'
+        )
+
+    If using SSL, but don't verify the certs, a warning message is showed
+    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # no verify SSL certificates
+            verify_certs=False,
+            # don't show warnings about ssl certs verification
+            ssl_show_warn=False
+        )
+
+    SSL client authentication is supported
+    (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs',
+            # PEM formatted SSL client certificate
+            client_cert='/path/to/clientcert.pem',
+            # PEM formatted SSL client key
+            client_key='/path/to/clientkey.pem'
+        )
+
+    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
+    in conflict with other options::
+
+        client = OpenSearch(
+            [
+                'http://user:secret@localhost:9200/',
+                'https://user:secret@other_host:443/production'
+            ],
+            verify_certs=True
+        )
+
+    By default, `JSONSerializer
+    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
+    is used to encode all outgoing requests.
+    However, you can implement your own custom serializer::
+
+        from opensearchpy.serializer import JSONSerializer
+
+        class SetEncoder(JSONSerializer):
+            def default(self, obj):
+                if isinstance(obj, set):
+                    return list(obj)
+                if isinstance(obj, Something):
+                    return 'CustomSomethingRepresentation'
+                return JSONSerializer.default(self, obj)
+
+        client = OpenSearch(serializer=SetEncoder())
+
+    """
+
+    # include PIT functions inside _patch.py
+    from ._patch import (  # type: ignore
+        create_point_in_time,
+        delete_point_in_time,
+        list_all_point_in_time,
+    )
+
+    def __init__(
+        self,
+        hosts: Any = None,
+        transport_class: Type[AsyncTransport] = AsyncTransport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        super().__init__(hosts, transport_class, **kwargs)
+
+        # namespaced clients for compatibility with API names
+        self.search_pipeline = SearchPipelineClient(self)
+        self.cat = CatClient(self)
+        self.cluster = ClusterClient(self)
+        self.dangling_indices = DanglingIndicesClient(self)
+        self.indices = IndicesClient(self)
+        self.ingest = IngestClient(self)
+        self.nodes = NodesClient(self)
+        self.remote = RemoteClient(self)
+        self.security = SecurityClient(self)
+        self.snapshot = SnapshotClient(self)
+        self.tasks = TasksClient(self)
+        self.remote_store = RemoteStoreClient(self)
+
+        self.features = FeaturesClient(self)
+        self.plugins = PluginsClient(self)
+        self.http = HttpClient(self)
+
+    def __repr__(self) -> Any:
+        try:
+            # get a list of all connections
+            cons: Any = self.transport.hosts
+            # truncate to 5 if there are too many
+            if len(cons) > 5:
+                cons = cons[:5] + ["..."]
+            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
+        except Exception:
+            # probably operating on custom transport and connection_pool, ignore
+            return super(AsyncOpenSearch, self).__repr__()
+
+    async def __aenter__(self) -> Any:
+        if hasattr(self.transport, "_async_call"):
+            await self.transport._async_call()
+        return self
+
+    async def __aexit__(self, *_: Any) -> None:
+        await self.close()
+
+    async def close(self) -> None:
+        """Closes the Transport and all internal connections"""
+        await self.transport.close()
+
+    # AUTO-GENERATED-API-DEFINITIONS #
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def ping(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns whether the cluster is running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        try:
+            return await self.transport.perform_request(
+                "HEAD", "/", params=params, headers=headers
+            )
+        except TransportError:
+            return False
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the cluster.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def create(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a new document in the index.  Returns a 409 response when a document
+        with a same ID already exists in the index.
+
+
+        :arg index: Name of the data stream or index to target. If the
+            target doesn’t exist and matches the name or wildcard (`*`) pattern of
+            an index template with a `data_stream` definition, this request creates
+            the data stream. If the target doesn’t exist and doesn’t match a data
+            stream template, this request creates the index.
+        :arg id: Unique identifier for the document.
+        :arg body: The document
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_create", id)
+
+        return await self.transport.perform_request(
+            "PUT", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "op_type",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def index(
+        self,
+        index: Any,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a document in an index.
+
+
+        :arg index: Name of the data stream or index to target.
+        :arg body: The document
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg op_type: Set to create to only index the document if it
+            does not already exist (put if absent).If a document with the specified
+            `_id` already exists, the indexing operation will fail.Same as using the
+            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
+            id is specified, it defaults to `index`.Otherwise, it defaults to
+            `create`.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the destination must be an index
+            alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST" if id in SKIP_IN_PATH else "PUT",
+            _make_path(index, "_doc", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def bulk(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to perform multiple index/update/delete operations in a single request.
+
+
+        :arg body: The operation definition and data (action-data
+            pairs), separated by newlines
+        :arg index: Name of the data stream, index, or index alias to
+            perform bulk actions on.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the request’s actions must target
+            an index alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each action waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_bulk"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def clear_scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Explicitly clears the search context for a scroll.
+
+
+        :arg body: Comma-separated list of scroll IDs to clear if none
+            was specified via the scroll_id parameter
+        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
+            clear all scroll IDs, use `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": [scroll_id]}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return await self.transport.perform_request(
+            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "min_score",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "terminate_after",
+    )
+    async def count(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns number of documents matching a query.
+
+
+        :arg body: Query to restrict the results specified with the
+            Query DSL (optional)
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed.This parameter can only be used when the `q` query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices are ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg min_score: Sets the minimum `_score` value that documents
+            must have to be included in the result.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_count"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def delete(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes a document from the index.
+
+
+        :arg index: Name of the target index.
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def delete_by_query(
+        self,
+        index: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes documents matching the provided query.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if delete by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid values are: `all`,
+            `open`, `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.Defaults to the index-level setting.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search
+            request.Defaults to no timeout.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each deletion request waits for active
+            shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_delete_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def delete_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Delete By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_delete_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    async def exists(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    async def exists_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document source exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return await self.transport.perform_request(
+            "HEAD", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "filter_path",
+        "human",
+        "lenient",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    async def explain(
+        self,
+        index: Any,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about why a specific matches (or doesn't match) a query.
+
+
+        :arg index: Index names used to limit the request. Only a single
+            index name can be provided to this parameter.
+        :arg id: Defines the document ID.
+        :arg body: The query definition using the Query DSL
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string. Default is _all.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return in the response.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_explain", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_unmapped",
+        "pretty",
+        "source",
+    )
+    async def field_caps(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about the capabilities of fields among multiple
+        indices.
+
+
+        :arg body: An index filter specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (*). To target all
+            data streams and indices, omit this parameter or use * or _all.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias,or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a requesttargeting `foo*,bar*`
+            returns an error if an index starts with foo but no index starts with
+            bar.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fields: Comma-separated list of fields to retrieve
+            capabilities for. Wildcard (`*`) expressions are supported.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg include_unmapped: If true, unmapped fields are included in
+            the response. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_field_caps"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    async def get(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    async def get_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the source of a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: Boolean) If true, the request is real-time as
+            opposed to near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return await self.transport.perform_request(
+            "GET", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    async def mget(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to get multiple documents in one request.
+
+
+        :arg body: Document identifiers; can be either `docs`
+            (containing full document information) or `ids` (when index is provided
+            in the URL.
+        :arg index: Name of the index to retrieve documents from when
+            `ids` are specified, or when a document in the `docs` array does not
+            specify an index.
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query parameter.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned. You can exclude fields from this subset
+            using the `_source_excludes` query parameter.If the `_source` parameter
+            is `false`, this parameter is ignored.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, the request refreshes relevant shards
+            before retrieving documents.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: If `true`, retrieves the document fields
+            stored in the index rather than the document `_source`.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_mget"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def msearch(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases to search.
+        :arg ccs_minimize_roundtrips: If true, network roundtrips
+            between the coordinating node and remote clusters are minimized for
+            cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the multi search API can execute.
+        :arg max_concurrent_shard_requests: Maximum number of concurrent
+            shard requests that each sub-search request executes per node. Default
+            is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold. This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method i.e., if date filters are mandatory to match but
+            the shard bounds and the query are disjoint.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, hits.total are returned as
+            an integer in the response. Defaults to false, which returns an object.
+            Default is false.
+        :arg search_type: Indicates whether global term and document
+            frequencies should be used when scoring returned documents. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: Specifies whether aggregation and suggester
+            names should be prefixed by their respective types in the response.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def msearch_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search template operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the API can run.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If `true`, the response returns
+            `hits.total` as an integer.If `false`, it returns `hits.total` as an
+            object. Default is false.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "ids",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    async def mtermvectors(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns multiple termvectors in one request.
+
+
+        :arg body: Define ids, documents, parameters or a list of
+            parameters per document here. You must at least provide a list of
+            document ids. See documentation.
+        :arg index: Name of the index that contains the documents.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ids: A comma-separated list of documents ids. You must
+            define ids as parameter or set "ids" or "docs" in the request body
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If true, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        path = _make_path(index, "_mtermvectors")
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_script(
+        self,
+        id: Any,
+        body: Any,
+        context: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+            Must be unique within the cluster.
+        :arg body: The document
+        :arg context: Context in which the script or search template
+            should run. To prevent errors, the API immediately compiles the script
+            or template in this context.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_scripts", id, context),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "search_type",
+        "source",
+    )
+    async def rank_eval(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to evaluate the quality of ranked search results over a set of typical
+        search queries.
+
+
+        :arg body: The ranking evaluation search definition, including
+            search requests, document ratings and ranking metric definition.
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard (`*`) expressions are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search_type: Search operation type
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_rank_eval"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_docs",
+        "pretty",
+        "refresh",
+        "requests_per_second",
+        "scroll",
+        "slices",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def reindex(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to copy documents from one index to another, optionally filtering the
+        source documents by a query, changing the destination index settings, or
+        fetching the documents from a remote cluster.
+
+
+        :arg body: The search definition using the Query DSL and the
+            prototype for the index request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_docs: Maximum number of documents to process. By
+            default, all documents.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, the request refreshes affected shards
+            to make this operation visible to search.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.Defaults to no throttle. Default is 0.
+        :arg scroll: Specifies how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg slices: The number of slices this task should be divided
+            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
+            Valid choices are auto.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each indexing waits for automatic index
+            creation, dynamic mapping updates, and waiting for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_reindex", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def reindex_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Reindex operation.
+
+
+        :arg task_id: Identifier for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_reindex", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def render_search_template(
+        self,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg id: ID of the search template to render. If no `source` is
+            specified, this or the `id` request body parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_render", "template", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def scripts_painless_execute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows an arbitrary script to be executed and a result to be returned.
+
+
+        :arg body: The script to execute
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_scripts/painless/_execute",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "rest_total_hits_as_int",
+        "scroll",
+        "source",
+    )
+    async def scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to retrieve a large numbers of results from a single search request.
+
+
+        :arg body: The scroll ID if not passed by URL or query
+            parameter.
+        :arg scroll_id: The scroll ID for scrolled search
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, the API response’s
+            hit.total property is returned as an integer. If false, the API
+            response’s hit.total property is returned as an object. Default is
+            false.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": scroll_id}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return await self.transport.perform_request(
+            "POST", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "include_named_queries_score",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_pipeline",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    async def search(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns results matching a query.
+
+
+        :arg body: The search definition using the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg _source: Indicates which source fields are returned for
+            matching documents.These fields are returned in the `hits._source`
+            property of the search response.Valid values are:`true` to return the
+            entire document source;`false` to not return the document
+            source;`<string>` to return the source fields that are specified as a
+            comma-separated list (supports wildcard (`*`) patterns).
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query
+            parameter.If the `_source` parameter is `false`, this parameter is
+            ignored.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned.You can exclude fields from this subset using
+            the `_source_excludes` query parameter.If the `_source` parameter is
+            `false`, this parameter is ignored.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg allow_partial_search_results: If true, returns partial
+            results if there are shard request timeouts or shard failures. If false,
+            returns an error with no partial results. Default is True.
+        :arg analyze_wildcard: If true, wildcard and prefix queries are
+            analyzed.This parameter can only be used when the q query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the q query string parameter is
+            specified.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node.This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: If true, network round-trips
+            between the coordinating node and the remote clusters are minimized when
+            executing cross-cluster search (CCS) requests. Default is True.
+        :arg default_operator: The default operator for query string
+            query: AND or OR.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the q query
+            string parameter is specified.
+        :arg docvalue_fields: A comma-separated list of fields to return
+            as the docvalue representation for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg explain: If `true`, returns detailed information about
+            score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting document offset.Needs to be non-negative.By
+            default, you cannot page through more than 10,000 hits using the `from`
+            and `size` parameters.To page through more hits, use the `search_after`
+            parameter. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices will be ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_named_queries_score: Indicates whether
+            hit.matched_queries should be rendered as a map that includes the name
+            of the matched query associated with its score (true) or as an array
+            containing the name of the matched queries (false) Default is false.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be
+            ignored.This parameter can only be used when the `q` query string
+            parameter is specified.
+        :arg max_concurrent_shard_requests: Defines the number of
+            concurrent shard requests per node this search executes
+            concurrently.This value should be used to limit the impact of the search
+            on the cluster in order to limit the number of concurrent shard
+            requests. Default is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold.This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method (if date filters are mandatory to match but the
+            shard bounds and the query are disjoint).When unspecified, the pre-
+            filter phase is executed if any of these conditions is met:the request
+            targets more than 128 shards;the request targets one or more read-only
+            index;the primary sort of the query targets an indexed field.
+        :arg preference: Nodes and shards used for the search.By
+            default, Opensearch selects from eligible nodes and shards using
+            adaptive replica selection, accounting for allocation awareness. Valid
+            values are:`_only_local` to run the search only on shards on the local
+            node;`_local` to, if possible, run the search on shards on the local
+            node, or if not, select shards using the default
+            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
+            specified nodes IDs, where, if suitable shards exist on more than one
+            selected node, use shards on those nodes using the default method, or if
+            none of the specified nodes are available, select shards from any
+            available node using the default method;`_prefer_nodes:<node-id>,<node-
+            id>` to if possible, run the search on the specified nodes IDs, or if
+            not, select shards using the default method;`_shards:<shard>,<shard>` to
+            run the search only on the specified shards;`<custom-string>` (any
+            string that does not start with `_`) to route searches with the same
+            `<custom-string>` to the same shards in the same order. Default is
+            random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax using query
+            parameter search.Query parameter searches do not support the full
+            Opensearch Query DSL but are handy for testing.
+        :arg request_cache: If `true`, the caching of search results is
+            enabled for requests where `size` is `0`.Defaults to index level
+            settings.
+        :arg rest_total_hits_as_int: Indicates whether `hits.total`
+            should be rendered as an integer or an object in the rest search
+            response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+            See Scroll search results.By default, this value cannot exceed `1d` (24
+            hours).You can change this limit using the `search.max_keep_alive`
+            cluster-level setting.
+        :arg search_pipeline: Customizable sequence of processing stages
+            applied to search queries.
+        :arg search_type: How distributed term frequencies are
+            calculated for relevance scoring. Valid choices are query_then_fetch,
+            dfs_query_then_fetch.
+        :arg seq_no_primary_term: If `true`, returns sequence number and
+            primary term of the last modification of each hit.
+        :arg size: Defines the number of hits to return.By default, you
+            cannot page through more than 10,000 hits using the `from` and `size`
+            parameters.To page through more hits, use the `search_after` parameter.
+            Default is 10.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return as part of a hit.If no fields are specified, no stored fields are
+            included in the response.If this field is specified, the `_source`
+            parameter defaults to `false`.You can pass `_source: true` to return
+            both source fields and stored fields in the search response.
+        :arg suggest_field: Specifies which field to use for
+            suggestions.
+        :arg suggest_mode: Specifies the suggest mode.This parameter can
+            only be used when the `suggest_field` and `suggest_text` query string
+            parameters are specified. Valid choices are missing, popular, always.
+        :arg suggest_size: Number of suggestions to return.This
+            parameter can only be used when the `suggest_field` and `suggest_text`
+            query string parameters are specified.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.This parameter can only be used when the
+            `suggest_field` and `suggest_text` query string parameters are
+            specified.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.If set to
+            `0` (default), the query does not terminate early.
+        :arg timeout: Specifies the period of time to wait for a
+            response from each shard.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg track_scores: If `true`, calculate and return document
+            scores, even if the scores are not used for sorting.
+        :arg track_total_hits: Number of hits matching the query to
+            count accurately.If `true`, the exact number of hits is returned at the
+            cost of some performance.If `false`, the response does not include the
+            total number of hits matching the query.
+        :arg typed_keys: If `true`, aggregation and suggester names are
+            be prefixed by their respective types in the response.
+        :arg version: If `true`, returns document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    async def search_shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the indices and shards that a search request would be
+        executed against.
+
+
+        :arg index: Returns the indices and shards that a search request
+            would be executed against.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "preference",
+        "pretty",
+        "profile",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def search_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (*).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response includes additional
+            details about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, specified concrete, expanded,
+            or aliased indices are not included in the response when throttled.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg profile: If `true`, the query execution is profiled.
+        :arg rest_total_hits_as_int: If true, hits.total are rendered as
+            an integer in the response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Specifies how long a consistent view of the
+            indexshould be maintained for scrolled search.
+        :arg search_type: The type of the search operation. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    async def termvectors(
+        self,
+        index: Any,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information and statistics about terms in the fields of a particular
+        document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg body: Define parameters and or supply a document to get
+            termvectors for. See documentation.
+        :arg id: Unique identifier of the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If `true`, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        path = _make_path(index, "_termvectors", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "lang",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "retry_on_conflict",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def update(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a document with a script or partial document.
+
+
+        :arg index: The name of the index
+        :arg id: Document ID
+        :arg body: The request definition requires either `script` or
+            partial `doc`
+        :arg _source: Set to false to disable source retrieval. You can
+            also specify a comma-separatedlist of the fields you want to retrieve.
+        :arg _source_excludes: Specify the source fields you want to
+            exclude.
+        :arg _source_includes: Specify the source fields you want to
+            retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg lang: The script language. Default is painless.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If 'true', Opensearch refreshes the affected
+            shards to make this operationvisible to search, if 'wait_for' then wait
+            for a refresh to make this operationvisible to search, if 'false' do
+            nothing with refreshes. Valid choices are true, false, wait_for.
+        :arg require_alias: If true, the destination must be an index
+            alias. Default is false.
+        :arg retry_on_conflict: Specify how many times should the
+            operation be retried when a conflict occurs. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for dynamic mapping updates and
+            active shards.This guarantees Opensearch waits for at least the timeout
+            before failing.The actual wait time could be longer, particularly when
+            multiple waits occur.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operations.Set to 'all' or any
+            positive integer up to the total number of shards in the
+            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
+            Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_update", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "pipeline",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def update_by_query(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs an update on every document in the index without changing the source,
+        for example to pick up a mapping change.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if update by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes affected shards to
+            make the operation visible to search.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search request.
+        :arg search_type: The type of the search operation. Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each update request waits for the following
+            operations: dynamic mapping updates, waiting for active shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_update_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def update_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Update By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_update_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_script_context(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all script contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_script_context", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_script_languages(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns available script types, languages and contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_script_language", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_partial_pit_creation",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "keep_alive",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    async def create_pit(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates point in time context.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_partial_pit_creation: Allow if point in time can be
+            created with partial failures.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg keep_alive: Specify the keep alive for point in time.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "point_in_time"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_pit(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes one or more point in time searches based on the IDs passed.
+
+
+        :arg body: The point-in-time ids to be deleted
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_search/point_in_time",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_search/point_in_time/_all", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/_patch.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/_patch.py
new file mode 100644
index 000000000..6aa2f81b8
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/_patch.py
@@ -0,0 +1,148 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, query_params
+
+
+@query_params()
+async def list_all_point_in_time(
+    self: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Returns the list of active point in times searches
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'get_all_pits' API instead.
+
+    """
+    warnings.warn(
+        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.get_all_pits(params=params, headers=headers)
+
+
+@query_params(
+    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
+)
+async def create_point_in_time(
+    self: Any, index: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Create a point in time that can be used in subsequent searches
+
+
+    :arg index: A comma-separated list of index names to open point
+        in time; use `_all` or empty string to perform the operation on all
+        indices
+    :arg expand_wildcards: Whether to expand wildcard expression to
+        concrete indices that are open, closed or both.  Valid choices: open,
+        closed, hidden, none, all  Default: open
+    :arg ignore_unavailable: Whether specified concrete indices
+        should be ignored when unavailable (missing or closed)
+    :arg keep_alive: Specific the time to live for the point in time
+    :arg preference: Specify the node or shard the operation should
+        be performed on (default: random)
+    :arg routing: Specific routing value
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'create_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.create_pit(index=index, params=params, headers=headers)
+
+
+@query_params()
+async def delete_point_in_time(
+    self: Any,
+    body: Any = None,
+    all: bool = False,
+    params: Any = None,
+    headers: Any = None,
+) -> Any:
+    """
+    Delete a point in time
+
+
+    :arg body: a point-in-time id to delete
+    :arg all: set it to `True` to delete all alive point in time.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'delete_all_pits' or 'delete_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    if all:
+        return await self.delete_all_pits(params=params, headers=headers)
+    else:
+        return await self.delete_pit(body=body, params=params, headers=headers)
+
+
+@query_params()
+async def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Checks to see if the Security plugin is up and running.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'health' API instead.
+
+    """
+    warnings.warn(
+        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.health(params=params, headers=headers)
+
+
+@query_params()
+async def update_audit_config(
+    self: Any, body: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    A PUT call updates the audit configuration.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'update_audit_configuration' API instead.
+
+    """
+    warnings.warn(
+        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
+        DeprecationWarning,
+    )
+
+    if body in SKIP_IN_PATH:
+        raise ValueError("Empty value passed for a required argument 'body'.")
+
+    return await self.update_audit_configuration(
+        params=params, headers=headers, body=body
+    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cat.py
new file mode 100644
index 000000000..8e89206a4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cat.py
@@ -0,0 +1,1403 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class CatClient(NamespacedClient):
+    @query_params(
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def aliases(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows information about currently configured aliases to indices including
+        filter and routing infos.
+
+
+        :arg name: A comma-separated list of aliases to retrieve.
+            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
+            or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def all_pit_segments(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point-in-time segments.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def allocation(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a snapshot of how many shards are allocated to each data node and how
+        much disk space they are using.
+
+
+        :arg node_id: Comma-separated list of node identifiers or names
+            used to limit the returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "allocation", node_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def cluster_manager(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/cluster_manager", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def count(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides quick access to the document count of the entire cluster, or
+        individual indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "count", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def fielddata(
+        self,
+        fields: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows how much heap memory is currently being used by fielddata on every data
+        node in the cluster.
+
+
+        :arg fields: Comma-separated list of fields used to limit
+            returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "fielddata", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "ts",
+        "v",
+    )
+    async def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster health.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
+            Default is True.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/health", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
+    )
+    async def help(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns help for the Cat APIs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "health",
+        "help",
+        "human",
+        "include_unloaded_segments",
+        "local",
+        "master_timeout",
+        "pretty",
+        "pri",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def indices(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about indices: number of primaries and replicas, document
+        counts, disk size, ...
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: The type of index that wildcard patterns
+            can match. Valid choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg health: The health status used to limit returned indices.
+            By default, the response includes indices of any health status. Valid
+            choices are green, yellow, red.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg pri: If true, the response only includes information from
+            primary shards. Default is false.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def master(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        from warnings import warn
+
+        warn(
+            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
+        )
+        return await self.transport.perform_request(
+            "GET", "/_cat/master", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def nodeattrs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about custom node attributes.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/nodeattrs", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "full_id",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def nodes(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic statistics about performance of cluster nodes.
+
+
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg full_id: If `true`, return the full node ID. If `false`,
+            return the shortened node ID. Default is false.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local (Deprecated: This parameter does not cause this API
+            to act locally.): Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/nodes", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster pending tasks.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def pit_segments(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List segments for one or several PITs.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def plugins(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about installed plugins across nodes node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/plugins", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "bytes",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about index shard recoveries, both on-going completed.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def repositories(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about snapshot repositories registered in the cluster.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/repositories", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "allow_no_indices",
+        "bytes",
+        "completed_only",
+        "detailed",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "pretty",
+        "s",
+        "shards",
+        "source",
+        "time",
+        "timeout",
+        "v",
+    )
+    async def segment_replication(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about both on-going and latest completed Segment
+        Replication events.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            segment replication events. Default is false.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg completed_only: If `true`, the response only includes
+            latest completed segment replication events. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about segment replications. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg shards: Comma-separated list of shards to display.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg timeout: Operation timeout.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "segment_replication", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about the segments in the shards of an index.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a detailed view of shard allocation on nodes.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "size",
+        "source",
+        "v",
+    )
+    async def thread_pool(
+        self,
+        thread_pool_patterns: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster-wide thread pool statistics per node. By default the active,
+        queue and rejected statistics are returned for all thread pools.
+
+
+        :arg thread_pool_patterns: A comma-separated list of thread pool
+            names used to limit the request. Accepts wildcard expressions.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg size: The multiplier in which to display values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "thread_pool", thread_pool_patterns),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def snapshots(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all snapshots in a specific repository.
+
+
+        :arg repository: A comma-separated list of snapshot repositories
+            used to limit the request. Accepts wildcard expressions. `_all` returns
+            all repositories. If any repository fails during the request, Opensearch
+            returns an error.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, the response does not
+            include information from unavailable snapshots. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "snapshots", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the tasks currently executing on one or more nodes in
+        the cluster.
+
+
+        :arg actions: The task action names, which are used to limit the
+            response.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: The parent task identifier, which is used
+            to limit the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def templates(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about existing templates.
+
+
+        :arg name: The name of the template to return. Accepts wildcard
+            expressions. If omitted, all templates are returned.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/client.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/client.py
new file mode 100644
index 000000000..091bb5e9d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/client.py
@@ -0,0 +1,41 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Optional, Type
+
+from opensearchpy.client.utils import _normalize_hosts
+from opensearchpy.transport import Transport
+
+
+class Client(object):
+    """
+    A generic async OpenSearch client.
+    """
+
+    def __init__(
+        self,
+        hosts: Optional[str] = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cluster.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cluster.py
new file mode 100644
index 000000000..04682b265
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cluster.py
@@ -0,0 +1,1029 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class ClusterClient(NamespacedClient):
+    @query_params(
+        "awareness_attribute",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "level",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_events",
+        "wait_for_no_initializing_shards",
+        "wait_for_no_relocating_shards",
+        "wait_for_nodes",
+        "wait_for_status",
+    )
+    async def health(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the health of the cluster.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg awareness_attribute: The awareness attribute for which the
+            health is required.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg level: Can be one of cluster, indices or shards. Controls
+            the details level of the health information returned. Valid choices are
+            cluster, indices, shards, awareness_attributes.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: A number controlling to how many
+            active shards to wait for, all to wait for all shards in the cluster to
+            be active, or 0 to not wait. Valid choices are all, index-setting.
+        :arg wait_for_events: Can be one of immediate, urgent, high,
+            normal, low, languid. Wait until all currently queued events with the
+            given priority are processed. Valid choices are immediate, urgent, high,
+            normal, low, languid.
+        :arg wait_for_no_initializing_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard initializations. Defaults to false, which means it will
+            not wait for initializing shards.
+        :arg wait_for_no_relocating_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard relocations. Defaults to false, which means it will not
+            wait for relocating shards.
+        :arg wait_for_nodes: The request waits until the specified
+            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
+            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
+            notation.
+        :arg wait_for_status: One of green, yellow or red. Will wait
+            (until the timeout provided) until the status of the cluster changes to
+            the one provided or better, i.e. green > yellow > red. By default, will
+            not wait for any status. Valid choices are green, yellow, red.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "health", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of any cluster-level changes (e.g. create index, update mapping,
+        allocate or fail shard) which have not yet been executed.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cluster/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_metadata_version",
+        "wait_for_timeout",
+    )
+    async def state(
+        self,
+        metric: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a comprehensive information about the state of the cluster.
+
+
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_metadata_version: Wait for the metadata version to
+            be equal or greater than the specified metadata version
+        :arg wait_for_timeout: The maximum time to wait for
+            wait_for_metadata_version before timing out
+        """
+        if index and metric in SKIP_IN_PATH:
+            metric = "_all"
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "state", metric, index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def stats(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns high-level overview of cluster statistics.
+
+
+        :arg node_id: Comma-separated list of node filters used to limit
+            returned information. Defaults to all nodes in the cluster.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for each node to respond.If a node
+            does not respond before its timeout expires, the response does not
+            include its stats.However, timed out nodes are included in the
+            response’s `_nodes.failed` property. Defaults to no timeout.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "explain",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "metric",
+        "pretty",
+        "retry_failed",
+        "source",
+        "timeout",
+    )
+    async def reroute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to manually change the allocation of individual shards in the cluster.
+
+
+        :arg body: The definition of `commands` to perform (`move`,
+            `cancel`, `allocate`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If true, then the request simulates the operation
+            only and returns the resulting state.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg explain: If true, then the response contains an explanation
+            of why the commands can or cannot be executed.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg metric: Limits the information returned to the specified
+            metrics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg retry_failed: If true, then retries allocation of shards
+            that are blocked due to too many subsequent allocation failures.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "include_defaults",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def get_settings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster settings.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_defaults: If `true`, returns default cluster
+            settings from the local node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cluster/settings", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_settings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster settings.
+
+
+        :arg body: The settings to be updated. Can be either `transient`
+            or `persistent` (survives cluster restart).
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def remote_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about configured remote clusters.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "include_disk_info",
+        "include_yes_decisions",
+        "pretty",
+        "source",
+    )
+    async def allocation_explain(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides explanations for shard allocations in the cluster.
+
+
+        :arg body: The index, shard, and primary flag to explain. Empty
+            means 'explain the first unassigned shard'
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_disk_info: If true, returns information about disk
+            usage and shard sizes. Default is false.
+        :arg include_yes_decisions: If true, returns YES decisions in
+            explanation. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_cluster/allocation/explain",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a component template.
+
+
+        :arg name: Name of the component template to delete. Wildcard
+            (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_component_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns one or more component templates.
+
+
+        :arg name: Name of the component template to retrieve. Wildcard
+            (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_component_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a component template.
+
+
+        :arg name: Name of the component template to create. Opensearch
+            includes the following built-in component templates: `logs-mappings`;
+            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
+            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
+            to configure backing indices for its data streams. If you use Opensearch
+            Agent and want to overwrite one of these templates, set the `version`
+            for your replacement template higher than the current version. If you
+            don’t use Opensearch Agent and want to disable all built-in component
+            and index templates, set `stack.templates.enabled` to `false` using the
+            cluster update settings API.
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing component templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular component template exist.
+
+
+        :arg name: Name of the component template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only.Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
+    )
+    async def delete_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears cluster voting config exclusions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_removal: Specifies whether to wait for all
+            excluded nodes to be removed from thecluster before clearing the voting
+            configuration exclusions list.Defaults to true, meaning that all
+            excluded nodes must be removed fromthe cluster before this API takes any
+            action. If set to false then thevoting configuration exclusions list is
+            cleared even if some excludednodes are still in the cluster. Default is
+            True.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_cluster/voting_config_exclusions",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "node_ids",
+        "node_names",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def post_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster voting config exclusions by node ids or node names.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg node_ids: A comma-separated list of the persistent ids of
+            the nodes to excludefrom the voting configuration. If specified, you may
+            not also specify node_names.
+        :arg node_names: A comma-separated list of the names of the
+            nodes to exclude from thevoting configuration. If specified, you may not
+            also specify node_ids.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: When adding a voting configuration exclusion, the
+            API waits for thespecified nodes to be excluded from the voting
+            configuration beforereturning. If the timeout expires before the
+            appropriate conditionis satisfied, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_decommission_awareness(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete any existing decommission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_weighted_routing(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete weighted shard routing weights.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_cluster/routing/awareness/weights",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get details and status of decommissioned attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if awareness_attribute_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'awareness_attribute_name'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                "_status",
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Fetches weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def put_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        awareness_attribute_value: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Decommissions an awareness attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg awareness_attribute_value: Awareness attribute value.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (awareness_attribute_name, awareness_attribute_value):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                awareness_attribute_value,
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def put_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/dangling_indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
new file mode 100644
index 000000000..75e64013d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
@@ -0,0 +1,165 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class DanglingIndicesClient(NamespacedClient):
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to delete
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_dangling", index_uuid),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def import_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Imports the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to import
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_dangling_indices(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all dangling indices.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_dangling", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/features.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/features.py
new file mode 100644
index 000000000..85636694f
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/features.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class FeaturesClient(NamespacedClient):
+    @query_params("master_timeout", "cluster_manager_timeout")
+    async def get_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets a list of features which can be included in snapshots using the
+        feature_states field when creating a snapshot
+
+
+        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
+            to master node
+        :arg cluster_manager_timeout: Explicit operation timeout for connection
+            to cluster_manager node
+        """
+        return await self.transport.perform_request(
+            "GET", "/_features", params=params, headers=headers
+        )
+
+    @query_params()
+    async def reset_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Resets the internal state of features, usually by deleting system indices
+
+
+        .. warning::
+
+            This API is **experimental** so may include breaking changes
+            or be removed in a future version
+        """
+        return await self.transport.perform_request(
+            "POST", "/_features/_reset", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/http.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/http.py
new file mode 100644
index 000000000..63d4df278
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/http.py
@@ -0,0 +1,128 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Mapping, Optional
+
+from .client import Client
+from .utils import NamespacedClient
+
+
+class HttpClient(NamespacedClient):
+    def __init__(self, client: Client) -> None:
+        super(HttpClient, self).__init__(client)
+
+    async def get(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a GET request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "GET", url=url, headers=headers, params=params, body=body
+        )
+
+    async def head(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a HEAD request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "HEAD", url=url, headers=headers, params=params, body=body
+        )
+
+    async def post(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a POST request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "POST", url=url, headers=headers, params=params, body=body
+        )
+
+    async def delete(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a DELETE request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "DELETE", url=url, headers=headers, params=params, body=body
+        )
+
+    async def put(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a PUT request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "PUT", url=url, headers=headers, params=params, body=body
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/indices.py
new file mode 100644
index 000000000..66e4e60f1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/indices.py
@@ -0,0 +1,2766 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndicesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def analyze(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the analysis process on a text and return the tokens breakdown of the
+        text.
+
+
+        :arg body: Define analyzer/tokenizer parameters and the text on
+            which the analysis should be performed
+        :arg index: The name of the index to scope the operation.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_analyze"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    async def refresh(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the refresh operation in one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_refresh"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "force",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "wait_if_ongoing",
+    )
+    async def flush(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the flush operation on one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to flush. Supports wildcards (`*`). To flush all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg force: If `true`, the request forces a flush even if there
+            are no changes to commit to the index.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_if_ongoing: If `true`, the flush operation blocks
+            until execution when another flush operation is running.If `false`,
+            Opensearch returns an error if you request a flush when another flush
+            operation is running. Default is True.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_flush"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def create(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates an index with optional settings and mappings.
+
+
+        :arg index: Name of the index you wish to create.
+        :arg body: The configuration for the index (`settings` and
+            `mappings`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation. Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "PUT", _make_path(index), params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def clone(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones an index.
+
+
+        :arg index: Name of the source index to clone.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_clone", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _all value targets onlymissing
+            or closed indices. This behavior applies even if the request targets
+            other open indices. For example,a request targeting foo*,bar* returns an
+            error if an index starts with foo but no index starts with bar. Default
+            is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard expressions
+            can match. If the request can target data streams, this
+            argumentdetermines whether wildcard expressions match hidden data
+            streams. Supports comma-separated values,such as open,hidden. Valid
+            choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, requests that target a
+            missing index return an error. Default is false.
+        :arg include_defaults: If true, return all default settings in
+            the response. Default is false.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def open(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Opens an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). By default,
+            you must explicitly name the indices you using to limit the request. To
+            limit a request using `_all`, `*`, or other wildcard expressions, change
+            the `action.destructive_requires_name` setting to false. You can update
+            this setting in the `opensearch.yml` file or using the cluster update
+            settings API.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_open"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def close(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Closes an index.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names used to limit the request.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_close"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index.
+
+
+        :arg index: Comma-separated list of indices to delete. You
+            cannot specify index aliases. By default, this parameter does not
+            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
+            `action.destructive_requires_name` cluster setting to `false`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def exists(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index exists.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "write_index_only",
+    )
+    async def put_mapping(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index mappings.
+
+
+        :arg body: The mapping definition
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg write_index_only: If `true`, the mappings are applied only
+            to the current write index for the target. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        if index in SKIP_IN_PATH:
+            index = "_all"
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_mapping"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_mapping(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mappings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_mapping"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def get_field_mapping(
+        self,
+        fields: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mapping for one or more fields.
+
+
+        :arg fields: Comma-separated list or wildcard expression of
+            fields used to limit returned information.
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if fields in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'fields'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path(index, "_mapping", "field", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_alias(
+        self,
+        index: Any,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices to
+            add. Supports wildcards (`*`). Wildcard patterns that match both data
+            streams and indices return an error.
+        :arg name: Alias to update. If the alias doesn’t exist, the
+            request creates it. Index alias names support date math.
+        :arg body: The settings for the alias, such as `routing` or
+            `filter`
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_alias", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def exists_alias(
+        self,
+        name: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular alias exists.
+
+
+        :arg name: Comma-separated list of aliases to check. Supports
+            wildcards (`*`).
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, requests that include a
+            missing data stream or index in the target indices or data streams
+            return an error.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def get_alias(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list of aliases to retrieve. Supports
+            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
+            or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def update_aliases(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates index aliases.
+
+
+        :arg body: The definition of `actions` to perform
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_aliases", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_alias(
+        self,
+        index: Any,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`).
+        :arg name: Comma-separated list of aliases to remove. Supports
+            wildcards (`*`). To remove all aliases, use `*` or `_all`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "order",
+        "pretty",
+        "source",
+    )
+    async def put_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: The name of the template
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns an error.
+        :arg order: Order in which Opensearch applies this template if
+            indexmatches multiple templates.Templates with lower 'order' values are
+            merged first. Templates with higher'order' values are merged later,
+            overriding templates with lower values.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: The comma separated names of the index templates
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Comma-separated list of index template names used to
+            limit the request. Wildcard (`*`) expressions are supported. To return
+            all index templates, omit this parameter or use a value of `_all` or
+            `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: The name of the legacy index template to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_settings(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns settings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list or wildcard expression of
+            settings to retrieve.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with foo but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. If`false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_settings", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "preserve_existing",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_settings(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index settings.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with `foo` but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can targetdata streams, this argument determines
+            whether wildcard expressions matchhidden data streams. Supports comma-
+            separated values, such as`open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg preserve_existing: If `true`, existing index settings
+            remain unchanged. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "forbid_closed_indices",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "include_unloaded_segments",
+        "level",
+        "pretty",
+        "source",
+    )
+    async def stats(
+        self,
+        index: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in an index.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg metric: Limit the information returned the specific
+            metrics.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argumentdetermines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values,such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg forbid_closed_indices: If true, statistics are not
+            collected from closed indices. Default is True.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about segments in a Lucene index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the request returns a verbose response.
+            Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_segments"), params=params, headers=headers
+        )
+
+    @query_params(
+        "all_shards",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "pretty",
+        "q",
+        "rewrite",
+        "source",
+    )
+    async def validate_query(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows a user to validate a potentially expensive query without executing it.
+
+
+        :arg body: The query definition specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg all_shards: If `true`, the validation is executed on all
+            shards instead of one random shard per index.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response returns detailed
+            information if an error has occurred.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg rewrite: If `true`, returns a more detailed explanation
+            showing the actual Lucene query that will be executed.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_validate", "query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "query",
+        "request",
+        "source",
+    )
+    async def clear_cache(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears all or specific caches for one or more indices.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg fielddata: If `true`, clears the fields cache.Use the
+            `fields` parameter to clear the cache of specific fields only.
+        :arg fields: Comma-separated list of field names used to limit
+            the `fielddata` parameter.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg query: If `true`, clears the query cache.
+        :arg request: If `true`, clears the request cache.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about ongoing index shard recoveries.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_recovery"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "only_ancient_segments",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg only_ancient_segments: If true, only ancient (an older
+            Lucene major release) segments will be upgraded.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    async def get_upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "status",
+    )
+    async def shard_stores(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides store information for shard copies of indices.
+
+
+        :arg index: List of data streams, indices, and aliases used to
+            limit the request.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _allvalue targets only missing
+            or closed indices. This behavior applies even if the requesttargets
+            other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams,this argument determines
+            whether wildcard expressions match hidden data streams. Valid choices
+            are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If true, missing or closed indices are
+            not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg status: List of shard health statuses used to limit the
+            request.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flush",
+        "human",
+        "ignore_unavailable",
+        "max_num_segments",
+        "only_expunge_deletes",
+        "pretty",
+        "primary_only",
+        "source",
+        "wait_for_completion",
+    )
+    async def forcemerge(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the force merge operation on one or more indices.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flush: Specify whether the index should be flushed after
+            performing the operation. Default is True.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg max_num_segments: The number of larger segments into which
+            smaller segments are merged.Set this parameter to 1 to merge all
+            segments into one segment.The default behavior is to perform the merge
+            as necessary.
+        :arg only_expunge_deletes: Specify whether the operation should
+            only expunge deleted documents
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg primary_only: Specify whether the operation should only
+            perform on primary shards. Defaults to false. Default is false.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request wait until the
+            force merge is completed. Default is True.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def shrink(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allow to shrink an existing index into a new index with fewer primary shards.
+
+
+        :arg index: Name of the source index to shrink.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_shrink", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def split(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows you to split an existing index into a new index with more primary
+        shards.
+
+
+        :arg index: Name of the source index to split.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_split", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def rollover(
+        self,
+        alias: Any,
+        body: Any = None,
+        new_index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates an alias to point to a new index when the existing index is considered
+        to be too large or too old.
+
+
+        :arg alias: Name of the data stream or index alias to roll over.
+        :arg body: The conditions that needs to be met for executing
+            rollover
+        :arg new_index: Name of the index to create. Supports date math.
+            Data streams do not support this parameter.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If `true`, checks whether the current index
+            satisfies the specified conditions but does not perform a rollover.
+            Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if alias in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'alias'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(alias, "_rollover", new_index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_data_stream(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a data stream.
+
+
+        :arg name: Name of the data stream, which must meet the
+            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
+            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
+            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
+            longer than 255 bytes. Multi-byte characters count towards this limit
+            faster.
+        :arg body: The data stream definition
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_data_stream", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_data_stream(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a data stream.
+
+
+        :arg name: Comma-separated list of data streams to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: Name of the index template to delete. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: Name of the index template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_index_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Name of the index template to retrieve. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def put_index_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: Index or template name
+        :arg body: The template definition
+        :arg cause: User defined reason for creating/updating the index
+            template. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def simulate_index_template(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate matching the given index name against the index templates in the
+        system.
+
+
+        :arg name: Index or template name to simulate
+        :arg body: New index template definition, which will be included
+            in the simulation, as if it already exists in the system
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, the template passed in the body is only
+            used if no existingtemplates match the same index patterns. If `false`,
+            the simulation usesthe template with the highest priority. Note that the
+            template is notpermanently added or updated in either case; it is only
+            used for thesimulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is receivedbefore the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate_index", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_data_stream(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns data streams.
+
+
+        :arg name: Comma-separated list of data stream names used to
+            limit the request. Wildcard (`*`) expressions are supported. If omitted,
+            all data streams are returned.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def simulate_template(
+        self,
+        body: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate resolving the given template name or body.
+
+
+        :arg name: Name of the index template to simulate. To test a
+            template configuration before you add it to the cluster, omit this
+            parameter and specify the template configuration in the request body.
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, the template passed in the body is only
+            used if no existing templates match the same index patterns. If false,
+            the simulation uses the template with the highest priority. Note that
+            the template is not permanently added or updated in either case; it is
+            only used for the simulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
+    )
+    async def resolve_index(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about any matching indices, aliases, and data streams.
+
+
+        :arg name: Comma-separated name(s) or index pattern(s) of the
+            indices, aliases, and data streams to resolve. Resources on remote
+            clusters can be specified using the `<cluster>`:`<name>` syntax.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def add_block(
+        self,
+        index: Any,
+        block: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds a block to an index.
+
+
+        :arg index: A comma separated list of indices to add a block to
+        :arg block: The block to add (one of read, write, read_only or
+            metadata)
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        for param in (index, block):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT", _make_path(index, "_block", block), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def data_streams_stats(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in a data stream.
+
+
+        :arg name: Comma-separated list of data streams used to limit
+            the request. Wildcard expressions (`*`) are supported. To target all
+            data streams in a cluster, omit this parameter or use `*`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_data_stream", name, "_stats"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/ingest.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/ingest.py
new file mode 100644
index 000000000..848466382
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/ingest.py
@@ -0,0 +1,256 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IngestClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_pipeline(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a pipeline.
+
+
+        :arg id: Comma-separated list of pipeline IDs to retrieve.
+            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
+            omit this parameter or use `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_pipeline(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a pipeline.
+
+
+        :arg id: ID of the ingest pipeline to create or update.
+        :arg body: The ingest definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_pipeline(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a pipeline.
+
+
+        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
+            to limit the request. To delete all ingest pipelines in a cluster, use a
+            value of `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
+    async def simulate(
+        self,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to simulate a pipeline with example documents.
+
+
+        :arg body: The simulate definition
+        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
+            the request body, this parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the response includes output data for
+            each processor in the executed pipeline. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_ingest", "pipeline", id, "_simulate"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def processor_grok(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of the built-in patterns.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_ingest/processor/grok", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/nodes.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/nodes.py
new file mode 100644
index 000000000..eba764885
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/nodes.py
@@ -0,0 +1,294 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class NodesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def reload_secure_settings(
+        self,
+        body: Any = None,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reloads secure settings.
+
+
+        :arg body: An object containing the password for the opensearch
+            keystore
+        :arg node_id: The names of particular nodes in the cluster to
+            target.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_nodes", node_id, "reload_secure_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def info(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limits the information returned to the specific
+            metrics. Supports a comma-separated list, such as http,ingest.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "level",
+        "pretty",
+        "source",
+        "timeout",
+        "types",
+    )
+    async def stats(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        index_metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns statistical information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index_metric: Limit the information returned for indices
+            metric to the specific index metrics. It can be used only if indices (or
+            all) metric is specified.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg types: A comma-separated list of document types for the
+            indexing index metric.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "stats", metric, index_metric),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "doc_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_idle_threads",
+        "interval",
+        "pretty",
+        "snapshots",
+        "source",
+        "threads",
+        "timeout",
+    )
+    async def hot_threads(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about hot threads on each node in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg doc_type: The type to sample. Valid choices are cpu, wait,
+            block.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_idle_threads: Don't show threads that are in known-
+            idle places, such as waiting on a socket select or pulling from an empty
+            task queue. Default is True.
+        :arg interval: The interval for the second sampling of threads.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg snapshots: Number of samples of thread stacktrace. Default
+            is 10.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg threads: Specify the number of threads to provide
+            information for. Default is 3.
+        :arg timeout: Operation timeout.
+        """
+        # type is a reserved word so it cannot be used, use doc_type instead
+        if "doc_type" in params:
+            params["type"] = params.pop("doc_type")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "hot_threads"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def usage(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns low-level information about REST actions usage on nodes.
+
+
+        :arg node_id: A comma-separated list of node IDs or names to
+            limit the returned information; use `_local` to return information from
+            the node you're connecting to, leave empty to get information from all
+            nodes
+        :arg metric: Limits the information returned to the specific
+            metrics. A comma-separated list of the following options: `_all`,
+            `rest_actions`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "usage", metric),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/plugins.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/plugins.py
new file mode 100644
index 000000000..c7d070fcf
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/plugins.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from ..plugins.alerting import AlertingClient
+from ..plugins.index_management import IndexManagementClient
+from ..plugins.knn import KnnClient
+from ..plugins.notifications import NotificationsClient
+from ..plugins.rollups import RollupsClient
+from ..plugins.transforms import TransformsClient
+from .client import Client
+from .utils import NamespacedClient
+
+
+class PluginsClient(NamespacedClient):
+    alerting: Any
+    index_management: Any
+
+    def __init__(self, client: Client) -> None:
+        super(PluginsClient, self).__init__(client)
+        self.transforms = TransformsClient(client)
+        self.rollups = RollupsClient(client)
+        self.notifications = NotificationsClient(client)
+        self.knn = KnnClient(client)
+        # self.query_workbench = QueryWorkbenchClient(client)
+        # self.reporting = ReportingClient(client)
+        # self.notebooks = NotebooksClient(client)
+        self.alerting = AlertingClient(client)
+        # self.anomaly_detection = AnomalyDetectionClient(client)
+        # self.trace_analytics = TraceAnalyticsClient(client)
+        self.index_management = IndexManagementClient(client)
+
+        self._dynamic_lookup(client)
+
+    def _dynamic_lookup(self, client: Any) -> None:
+        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
+
+        plugins = [
+            # "query_workbench",
+            # "reporting",
+            # "notebooks",
+            "alerting",
+            # "anomaly_detection",
+            # "trace_analytics",
+            "index_management",
+        ]
+        for plugin in plugins:
+            if not hasattr(client, plugin):
+                setattr(client, plugin, getattr(self, plugin))
+            else:
+                warnings.warn(
+                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
+                    category=RuntimeWarning,
+                    stacklevel=2,
+                )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote.py
new file mode 100644
index 000000000..137872736
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote.py
@@ -0,0 +1,38 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class RemoteClient(NamespacedClient):
+    @query_params()
+    async def info(self, params: Any = None, headers: Any = None) -> Any:
+        return await self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote_store.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote_store.py
new file mode 100644
index 000000000..143ce0b3d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote_store.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, query_params
+
+
+class RemoteStoreClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def restore(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores from remote store.
+
+
+        :arg body: Comma-separated list of index IDs
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/search_pipeline.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
new file mode 100644
index 000000000..9225085fb
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
@@ -0,0 +1,151 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SearchPipelineClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def get(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves information about a specified search pipeline.
+
+
+        :arg id: Comma-separated list of search pipeline ids. Wildcards
+            supported.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/security.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/security.py
new file mode 100644
index 000000000..e13818691
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/security.py
@@ -0,0 +1,2344 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SecurityClient(NamespacedClient):
+    from ._patch import health_check, update_audit_config  # type: ignore
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_account_details(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns account details for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/account", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def change_password(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the password for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/account",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one action group.
+
+
+        :arg action_group: Action group to retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_action_groups(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all action groups.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a specified action group.
+
+
+        :arg action_group: Action group to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified action group.
+
+
+        :arg action_group: The name of the action group to create or
+            replace.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an action group.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_action_groups(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple action groups in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_users(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_users(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple internal users in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_roles(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all roles.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_roles(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple roles in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/roles",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role_mappings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all role mappings.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role_mappings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates multiple role mappings in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenants(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all tenants.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify a single tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_tenants(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify multiple tenants in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/tenants",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the current Security plugin configuration in JSON format.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the existing configuration using the REST API. Only accessible
+        by admins and users with rest api access and only when put or patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/securityconfig/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update the existing configuration using the REST API.
+        Only accessible by admins and users with rest api access and only when put or
+        patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    async def get_distinguished_names(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the cluster security certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def reload_transport_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload Transport layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/transport/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def reload_http_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload HTTP layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/http/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def flush_cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Flushes the Security plugin user, authentication, and authorization cache.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
+    async def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks to see if the Security plugin is up and running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/health", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_audit_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/audit/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update specified fields in the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/audit",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_distinguished_names(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Bulk update of distinguished names. Only accessible to super-admins and with
+        rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/nodesdn",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "auth_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def authinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authentication information.
+
+
+        :arg auth_type: The type of current authentication request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: Indicates whether a verbose response should be
+            returned.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def authtoken(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authorization token.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Not supported for cache API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def config_upgrade_check(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Check whether or not an upgrade can be performed and what resources can be
+        updated.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def config_upgrade_perform(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Helps cluster operator upgrade missing defaults and stale default definitions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/_upgrade_perform",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the allowlisted APIs. Accessible via Super Admin
+        certificate or REST API permission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_update_tenancy_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the multi-tenancy configuration. Only accessible to admins
+        and users with REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_user_legacy(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all distinguished names in the specified cluster or node allow list.
+        Only accessible to super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_obo_token(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates On-Behalf-Of token for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/api/generateonbehalfoftoken",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_user_token(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins", "_security", "api", "internalusers", username, "authtoken"
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_user_token_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_allowlist(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_dashboards_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    async def get_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_permissions_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the evaluated REST API permissions for the currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/permissionsinfo",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
+    async def get_sslinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the SSL configuration information.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg show_dn: The domain names from all certificates.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenancy_config(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves multi-tenancy configuration. Only accessible to admins and users with
+        REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_users_legacy(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/user", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def migrate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Migrates security configuration from v6 to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a distinguished cluster name for a specific cluster. Only accessible to
+        super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def post_dashboards_info(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/dashboardsinfo",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def tenant_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the tenant names if any exist. Only accesible to super admins or
+        kibanaserver user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the specified distinguished names in the cluster or node allow
+        list. Only accessible to super-admins and with rest-api permissions when
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
+    )
+    async def validate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks whether the v6 security configuration is valid and ready to be migrated
+        to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def who_am_i(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/whoami", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def who_am_i_protected(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user. User
+        needs to have access to this endpoint when authorization at REST layer is
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/snapshot.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/snapshot.py
new file mode 100644
index 000000000..80813d161
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/snapshot.py
@@ -0,0 +1,611 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SnapshotClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def create(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a snapshot in a repository.
+
+
+        :arg repository: Repository for the snapshot.
+        :arg snapshot: Name of the snapshot. Must be unique in the
+            repository.
+        :arg body: The snapshot definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: If `true`, the request returns a
+            response when the snapshot is complete. If `false`, the request returns
+            a response when the snapshot initializes. Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def delete(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def get(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a snapshot.
+
+
+        :arg repository: Comma-separated list of snapshot repository
+            names used to limit the request. Wildcard (*) expressions are supported.
+        :arg snapshot: Comma-separated list of snapshot names to
+            retrieve. Also accepts wildcards (*). - To get information about all
+            snapshots in a registered repository, use a wildcard (*) or _all. - To
+            get information about any snapshots that are currently running, use
+            _current.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, the request returns an error
+            for any snapshots that are unavailable. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If true, returns additional information about each
+            snapshot such as the version of Opensearch which took the snapshot, the
+            start and end times of the snapshot, and the number of shards
+            snapshotted.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a repository.
+
+
+        :arg repository: Name of the snapshot repository to unregister.
+            Wildcard (`*`) patterns are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_repository(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a repository.
+
+
+        :arg repository: A comma-separated list of repository names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_snapshot", repository), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "verify",
+    )
+    async def create_repository(
+        self,
+        repository: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a repository.
+
+
+        :arg repository: A repository name
+        :arg body: The repository definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        :arg verify: Whether to verify the repository after creation
+        """
+        for param in (repository, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def restore(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A snapshot name
+        :arg body: Details of what to restore
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, snapshot, "_restore"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def status(
+        self,
+        repository: Any = None,
+        snapshot: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the status of a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether to ignore unavailable
+            snapshots, defaults to false which means a SnapshotMissingException is
+            thrown Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot, "_status"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def verify_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Verifies a repository.
+
+
+        :arg repository: A repository name
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_verify"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def cleanup_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes stale data from repository.
+
+
+        :arg repository: Snapshot repository to clean up.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_cleanup"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def clone(
+        self,
+        repository: Any,
+        snapshot: Any,
+        target_snapshot: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones indices from one snapshot into another snapshot in the same repository.
+
+
+        :arg repository: A repository name
+        :arg snapshot: The name of the snapshot to clone from
+        :arg target_snapshot: The name of the cloned snapshot to create
+        :arg body: The snapshot clone definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot, target_snapshot, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/tasks.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/tasks.py
new file mode 100644
index 000000000..7302cbacb
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/tasks.py
@@ -0,0 +1,194 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TasksClient(NamespacedClient):
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "group_by",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    async def list(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of tasks.
+
+
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg group_by: Key used to group tasks in the response. Valid
+            choices are nodes, parents, none.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: Parent task ID used to limit returned
+            information. To return all tasks, omit this parameter or use a value of
+            `-1`.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "actions",
+        "error_trace",
+        "filter_path",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def cancel(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Cancels a task, if it can be cancelled through an API.
+
+
+        :arg task_id: ID of the task.
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names used to
+            limit the request.
+        :arg parent_task_id: Parent task ID used to limit the tasks.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request block until the
+            cancellation of the task and its descendant tasks is completed. Defaults
+            to false Default is false.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_tasks", task_id, "_cancel"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    async def get(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a task.
+
+
+        :arg task_id: ID of the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the task has completed. Default is false.
+        """
+        if task_id in SKIP_IN_PATH:
+            warnings.warn(
+                "Calling client.tasks.get() without a task_id is deprecated "
+                "and will be removed in v8.0. Use client.tasks.list() instead.",
+                category=DeprecationWarning,
+                stacklevel=3,
+            )
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_tasks", task_id), params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/utils.py
new file mode 100644
index 000000000..dfeb096c3
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/utils.py
@@ -0,0 +1,46 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from ...client.utils import NamespacedClient  # noqa
+from ...client.utils import (
+    SKIP_IN_PATH,
+    _bulk_body,
+    _escape,
+    _make_path,
+    _normalize_hosts,
+    query_params,
+)
+
+__all__ = [
+    "SKIP_IN_PATH",
+    "NamespacedClient",
+    "_make_path",
+    "query_params",
+    "_bulk_body",
+    "_escape",
+    "_normalize_hosts",
+]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/compat.py
new file mode 100644
index 000000000..319cf8192
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/compat.py
@@ -0,0 +1,32 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from asyncio import get_running_loop
+
+from ..compat import *  # noqa
+
+__all__ = ["get_running_loop"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/actions.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/actions.py
new file mode 100644
index 000000000..03f880439
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/actions.py
@@ -0,0 +1,498 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# Licensed to Elasticsearch B.V.under one or more agreements.
+# Elasticsearch B.V.licenses this file to you under the Apache 2.0 License.
+# See the LICENSE file in the project root for more information
+
+import asyncio
+import logging
+from typing import (
+    Any,
+    AsyncGenerator,
+    AsyncIterable,
+    Collection,
+    Iterable,
+    List,
+    Optional,
+    Tuple,
+    TypeVar,
+    Union,
+)
+
+from ...compat import map
+from ...exceptions import TransportError
+from ...helpers.actions import (
+    _ActionChunker,
+    _process_bulk_chunk_error,
+    _process_bulk_chunk_success,
+    expand_action,
+)
+from ...helpers.errors import ScanError
+
+logger: logging.Logger = logging.getLogger("opensearchpy.helpers")
+
+
+async def _chunk_actions(
+    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
+) -> AsyncGenerator[Any, None]:
+    """
+    Split actions into chunks by number or size, serialize them into strings in
+    the process.
+    """
+    chunker = _ActionChunker(
+        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
+    )
+    async for action, data in actions:
+        ret = chunker.feed(action, data)
+        if ret:
+            yield ret
+    ret = chunker.flush()
+    if ret:
+        yield ret
+
+
+async def _process_bulk_chunk(
+    client: Any,
+    bulk_actions: Any,
+    bulk_data: Any,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> AsyncGenerator[Tuple[bool, Any], None]:
+    """
+    Send a bulk request to opensearch and process the output.
+    """
+    if not isinstance(ignore_status, (list, tuple)):
+        ignore_status = (ignore_status,)
+
+    try:
+        # send the actual request
+        resp = await client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
+    except TransportError as e:
+        gen = _process_bulk_chunk_error(
+            error=e,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_exception=raise_on_exception,
+            raise_on_error=raise_on_error,
+        )
+    else:
+        gen = _process_bulk_chunk_success(
+            resp=resp,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_error=raise_on_error,
+        )
+    for item in gen:
+        yield item
+
+
+T = TypeVar("T")
+
+
+def aiter(x: Union[Iterable[T], AsyncIterable[T]]) -> Any:
+    """Turns an async iterable or iterable into an async iterator"""
+    if hasattr(x, "__anext__"):
+        return x
+    elif hasattr(x, "__aiter__"):
+        return x.__aiter__()
+
+    async def f() -> Any:
+        for item in x:
+            yield item
+
+    return f().__aiter__()
+
+
+async def azip(
+    *iterables: Union[Iterable[T], AsyncIterable[T]]
+) -> AsyncGenerator[Tuple[T, ...], None]:
+    """Zips async iterables and iterables into an async iterator
+    with the same behavior as zip()
+    """
+    aiters = [aiter(x) for x in iterables]
+    try:
+        while True:
+            yield tuple([await x.__anext__() for x in aiters])
+    except StopAsyncIteration:
+        pass
+
+
+async def async_streaming_bulk(
+    client: Any,
+    actions: Any,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    raise_on_error: bool = True,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    max_retries: int = 0,
+    initial_backoff: Union[float, int] = 2,
+    max_backoff: Union[float, int] = 600,
+    yield_ok: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> AsyncGenerator[Tuple[bool, Any], None]:
+    """
+    Streaming bulk consumes actions from the iterable passed in and yields
+    results per action. For non-streaming usecases use
+    :func:`~opensearchpy.helpers.async_bulk` which is a wrapper around streaming
+    bulk that returns summary information about the bulk operation once the
+    entire input is consumed and sent.
+
+    If you specify ``max_retries`` it will also retry any documents that were
+    rejected with a ``429`` status code. To do this it will wait (**by calling
+    asyncio.sleep**) for ``initial_backoff`` seconds and then,
+    every subsequent rejection for the same chunk, for double the time every
+    time up to ``max_backoff`` seconds.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg actions: iterable or async iterable containing the actions to be executed
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg max_retries: maximum number of times a document will be retried when
+        ``429`` is received, set to 0 (default) for no retries on ``429``
+    :arg initial_backoff: number of seconds we should wait before the first
+        retry. Any subsequent retries will be powers of ``initial_backoff *
+        2**retry_number``
+    :arg max_backoff: maximum number of seconds a retry will wait
+    :arg yield_ok: if set to False will skip successful documents in the output
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+
+    async def map_actions() -> Any:
+        async for item in aiter(actions):
+            yield expand_action_callback(item)
+
+    async for bulk_data, bulk_actions in _chunk_actions(
+        map_actions(), chunk_size, max_chunk_bytes, client.transport.serializer
+    ):
+        for attempt in range(max_retries + 1):
+            to_retry: Any = []
+            to_retry_data: Any = []
+            if attempt:
+                await asyncio.sleep(
+                    min(max_backoff, initial_backoff * 2 ** (attempt - 1))
+                )
+
+            try:
+                async for data, (ok, info) in azip(
+                    bulk_data,
+                    _process_bulk_chunk(
+                        client,
+                        bulk_actions,
+                        bulk_data,
+                        raise_on_exception,
+                        raise_on_error,
+                        ignore_status,
+                        *args,
+                        **kwargs,
+                    ),
+                ):
+                    if not ok:
+                        action, info = info.popitem()
+                        # retry if retries enabled, we get 429, and we are not
+                        # in the last attempt
+                        if (
+                            max_retries
+                            and info["status"] == 429
+                            and (attempt + 1) <= max_retries
+                        ):
+                            # _process_bulk_chunk expects strings so we need to
+                            # re-serialize the data
+                            to_retry.extend(
+                                map(client.transport.serializer.dumps, data)
+                            )
+                            to_retry_data.append(data)
+                        else:
+                            yield ok, {action: info}
+                    elif yield_ok:
+                        yield ok, info
+
+            except TransportError as e:
+                # suppress 429 errors since we will retry them
+                if attempt == max_retries or e.status_code != 429:
+                    raise
+            else:
+                if not to_retry:
+                    break
+                # retry only subset of documents that didn't succeed
+                bulk_actions, bulk_data = to_retry, to_retry_data
+
+
+async def async_bulk(
+    client: Any,
+    actions: Union[Iterable[Any], AsyncIterable[Any]],
+    stats_only: bool = False,
+    ignore_status: Optional[Union[int, Collection[int]]] = (),
+    *args: Any,
+    **kwargs: Any
+) -> Tuple[int, Union[int, List[Any]]]:
+    """
+    Helper for the :meth:`~opensearchpy.AsyncOpenSearch.bulk` api that provides
+    a more human friendly interface - it consumes an iterator of actions and
+    sends them to opensearch in chunks. It returns a tuple with summary
+    information - number of successfully executed actions and either list of
+    errors or number of errors if ``stats_only`` is set to ``True``. Note that
+    by default we raise a ``BulkIndexError`` when we encounter an error so
+    options like ``stats_only`` only+ apply when ``raise_on_error`` is set to
+    ``False``.
+
+    When errors are being collected original document data is included in the
+    error dictionary which can lead to an extra high memory usage. If you need
+    to process a lot of data and want to ignore/collect errors please consider
+    using the :func:`~opensearchpy.helpers.async_streaming_bulk` helper which will
+    just return the errors and not store them in memory.
+
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg stats_only: if `True` only report number of successful/failed
+        operations instead of just number of successful and a list of error responses
+    :arg ignore_status: list of HTTP status code that you want to ignore
+
+    Any additional keyword arguments will be passed to
+    :func:`~opensearchpy.helpers.async_streaming_bulk` which is used to execute
+    the operation, see :func:`~opensearchpy.helpers.async_streaming_bulk` for more
+    accepted parameters.
+    """
+    success, failed = 0, 0
+
+    # list of errors to be collected is not stats_only
+    errors = []
+
+    # make streaming_bulk yield successful results so we can count them
+    kwargs["yield_ok"] = True
+    async for ok, item in async_streaming_bulk(  # type: ignore
+        client, actions, ignore_status=ignore_status, *args, **kwargs
+    ):
+        # go through request-response pairs and detect failures
+        if not ok:
+            if not stats_only:
+                errors.append(item)
+            failed += 1
+        else:
+            success += 1
+
+    return success, failed if stats_only else errors
+
+
+async def async_scan(
+    client: Any,
+    query: Any = None,
+    scroll: str = "5m",
+    raise_on_error: bool = True,
+    preserve_order: bool = False,
+    size: int = 1000,
+    request_timeout: Any = None,
+    clear_scroll: bool = True,
+    scroll_kwargs: Any = None,
+    **kwargs: Any
+) -> Any:
+    """
+    Simple abstraction on top of the
+    :meth:`~opensearchpy.AsyncOpenSearch.scroll` api - a simple iterator that
+    yields all hits as returned by underlining scroll requests.
+
+    By default scan does not return results in any pre-determined order. To
+    have a standard order in the returned documents (either by score or
+    explicit sort definition) when scrolling, use ``preserve_order=True``. This
+    may be an expensive operation and will negate the performance benefits of
+    using ``scan``.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg raise_on_error: raises an exception (``ScanError``) if an error is
+        encountered (some shards fail to execute). By default we raise.
+    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
+        cause the scroll to paginate with preserving the order. Note that this
+        can be an extremely expensive operation and can easily lead to
+        unpredictable results, use with caution.
+    :arg size: size (per shard) of the batch send at each iteration.
+    :arg request_timeout: explicit timeout for each call to ``scan``
+    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
+        scroll API at the end of the method on completion or error, defaults
+        to true.
+    :arg scroll_kwargs: additional kwargs to be passed to
+        :meth:`~opensearchpy.AsyncOpenSearch.scroll`
+
+    Any additional keyword arguments will be passed to the initial
+    :meth:`~opensearchpy.AsyncOpenSearch.search` call::
+
+        async_scan(client,
+            query={"query": {"match": {"title": "python"}}},
+            index="orders-*",
+            doc_type="books"
+        )
+
+    """
+    scroll_kwargs = scroll_kwargs or {}
+
+    if not preserve_order:
+        query = query.copy() if query else {}
+        query["sort"] = "_doc"
+
+    # Grab options that should be propagated to every
+    # API call within this helper instead of just 'search()'
+    transport_kwargs = {}
+    for key in ("headers", "api_key", "http_auth"):
+        if key in kwargs:
+            transport_kwargs[key] = kwargs[key]
+
+    # If the user is using 'scroll_kwargs' we want
+    # to propagate there too, but to not break backwards
+    # compatibility we'll not override anything already given.
+    if scroll_kwargs is not None and transport_kwargs:
+        for key, val in transport_kwargs.items():
+            scroll_kwargs.setdefault(key, val)
+
+    # initial search
+    resp = await client.search(
+        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
+    )
+    scroll_id = resp.get("_scroll_id")
+
+    try:
+        while scroll_id and resp.get("hits", {}).get("hits"):
+            for hit in resp.get("hits", {}).get("hits", []):
+                yield hit
+
+            _shards = resp.get("_shards")
+
+            if _shards:
+                # Default to 0 if the value isn't included in the response
+                shards_successful = _shards.get("successful", 0)
+                shards_skipped = _shards.get("skipped", 0)
+                shards_total = _shards.get("total", 0)
+
+            # check if we have any errors
+            if (shards_successful + shards_skipped) < shards_total:
+                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
+                logger.warning(
+                    shards_message,
+                    shards_successful,
+                    shards_skipped,
+                    shards_total,
+                )
+                if raise_on_error:
+                    raise ScanError(
+                        scroll_id,
+                        shards_message
+                        % (
+                            shards_successful,
+                            shards_skipped,
+                            shards_total,
+                        ),
+                    )
+            resp = await client.scroll(
+                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
+            )
+            scroll_id = resp.get("_scroll_id")
+
+    finally:
+        if scroll_id and clear_scroll:
+            await client.clear_scroll(
+                body={"scroll_id": [scroll_id]},
+                **transport_kwargs,
+                ignore=(404,),
+            )
+
+
+async def async_reindex(
+    client: Any,
+    source_index: Union[str, Collection[str]],
+    target_index: str,
+    query: Any = None,
+    target_client: Any = None,
+    chunk_size: int = 500,
+    scroll: str = "5m",
+    scan_kwargs: Any = {},
+    bulk_kwargs: Any = {},
+) -> Tuple[int, Union[int, List[Any]]]:
+    """
+    Reindex all documents from one index that satisfy a given query
+    to another, potentially (if `target_client` is specified) on a different cluster.
+    If you don't specify the query you will reindex all the documents.
+
+    Since ``2.3`` a :meth:`~opensearchpy.AsyncOpenSearch.reindex` api is
+    available as part of opensearch itself. It is recommended to use the api
+    instead of this helper wherever possible. The helper is here mostly for
+    backwards compatibility and for situations where more flexibility is
+    needed.
+
+    .. note::
+
+        This helper doesn't transfer mappings, just the data.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use (for
+        read if `target_client` is specified as well)
+    :arg source_index: index (or list of indices) to read documents from
+    :arg target_index: name of the index in the target cluster to populate
+    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
+    :arg target_client: optional, is specified will be used for writing (thus
+        enabling reindex between clusters)
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg scan_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.async_scan`
+    :arg bulk_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.async_bulk`
+    """
+    target_client = client if target_client is None else target_client
+    docs = async_scan(
+        client, query=query, index=source_index, scroll=scroll, **scan_kwargs
+    )
+
+    async def _change_doc_index(hits: Any, index: Any) -> Any:
+        async for h in hits:
+            h["_index"] = index
+            if "fields" in h:
+                h.update(h.pop("fields"))
+            yield h
+
+    kwargs = {"stats_only": True}
+    kwargs.update(bulk_kwargs)
+    return await async_bulk(
+        target_client,
+        _change_doc_index(docs, target_index),
+        chunk_size=chunk_size,
+        **kwargs,
+    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/document.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/document.py
new file mode 100644
index 000000000..09549068e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/document.py
@@ -0,0 +1,471 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import collections.abc as collections_abc
+from fnmatch import fnmatch
+from typing import Any, Optional, Tuple, Type
+
+from six import add_metaclass
+
+from opensearchpy._async.client import AsyncOpenSearch
+from opensearchpy._async.helpers.index import AsyncIndex
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import (
+    IllegalOperation,
+    NotFoundError,
+    RequestError,
+    ValidationException,
+)
+from opensearchpy.helpers.document import DocumentMeta
+from opensearchpy.helpers.utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
+
+
+class AsyncIndexMeta(DocumentMeta):
+    # global flag to guard us from associating an Index with the base Document
+    # class, only user defined subclasses should have an _index attr
+    _document_initialized = False
+
+    def __new__(
+        cls,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        new_cls = super(AsyncIndexMeta, cls).__new__(cls, name, bases, attrs)
+        if cls._document_initialized:
+            index_opts = attrs.pop("Index", None)
+            index = cls.construct_index(index_opts, bases)
+            new_cls._index = index
+            index.document(new_cls)
+        cls._document_initialized = True
+        return new_cls
+
+    @classmethod
+    def construct_index(cls, opts: Any, bases: Any) -> Any:
+        if opts is None:
+            for b in bases:
+                if hasattr(b, "_index"):
+                    return b._index
+
+            # Set None as Index name so it will set _all while making the query
+            return AsyncIndex(name=None)
+
+        i = AsyncIndex(
+            getattr(opts, "name", "*"), using=getattr(opts, "using", "default")
+        )
+        i.settings(**getattr(opts, "settings", {}))
+        i.aliases(**getattr(opts, "aliases", {}))
+        for a in getattr(opts, "analyzers", ()):
+            i.analyzer(a)
+        return i
+
+
+@add_metaclass(AsyncIndexMeta)
+class AsyncDocument(ObjectBase):
+    """
+    Model-like class for persisting documents in opensearch.
+    """
+
+    @classmethod
+    def _matches(cls: Any, hit: Any) -> bool:
+        if cls._index._name is None:
+            return True
+        return fnmatch(hit.get("_index", ""), cls._index._name)
+
+    @classmethod
+    def _get_using(cls: Any, using: Any = None) -> Any:
+        return using or cls._index._using
+
+    @classmethod
+    async def _get_connection(cls, using: Optional[AsyncOpenSearch] = None) -> Any:
+        return await get_connection(cls._get_using(using))
+
+    @classmethod
+    def _default_index(cls: Any, index: Any = None) -> Any:
+        return index or cls._index._name
+
+    @classmethod
+    async def init(
+        cls: Any, index: Optional[str] = None, using: Optional[AsyncOpenSearch] = None
+    ) -> None:
+        """
+        Create the index and populate the mappings in opensearch.
+        """
+        i = cls._index
+        if index:
+            i = i.clone(name=index)
+        await i.save(using=using)
+
+    def _get_index(
+        self, index: Optional[str] = None, required: Optional[bool] = True
+    ) -> Any:
+        if index is None:
+            index = getattr(self.meta, "index", None)
+        if index is None:
+            index = getattr(self._index, "_name", None)
+        if index is None and required:
+            raise ValidationException("No index")
+        if index and "*" in index:
+            raise ValidationException("You cannot write to a wildcard index.")
+        return index
+
+    def __repr__(self) -> str:
+        return "{}({})".format(
+            self.__class__.__name__,
+            ", ".join(
+                "{}={!r}".format(key, getattr(self.meta, key))
+                for key in ("index", "id")
+                if key in self.meta
+            ),
+        )
+
+    @classmethod
+    def search(cls, using: Any = None, index: Any = None) -> AsyncSearch:
+        """
+        Create an :class:`~opensearchpy.AsyncSearch` instance that will search
+        over this ``Document``.
+        """
+        return AsyncSearch(
+            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
+        )
+
+    @classmethod
+    async def get(  # type: ignore
+        cls,
+        id: Any,
+        using: Any = None,
+        index: Any = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to be retrieved
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.get`` unchanged.
+        """
+        opensearch = await cls._get_connection(using)
+        doc = await opensearch.get(index=cls._default_index(index), id=id, **kwargs)
+        if not doc.get("found", False):
+            return None
+        return cls.from_opensearch(doc)
+
+    @classmethod
+    async def exists(
+        cls,
+        id: str,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        check if exists a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to check if exists
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.exists`` unchanged.
+        """
+        opensearch = await cls._get_connection(using)
+        return await opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
+
+    @classmethod
+    async def mget(
+        cls,
+        docs: Any,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        raise_on_error: Optional[bool] = True,
+        missing: Optional[str] = "none",
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve multiple document by their ``id``'s. Returns a list of instances
+        in the same order as requested.
+
+        :arg docs: list of ``id``'s of the documents to be retrieved or a list
+            of document specifications as per
+            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg missing: what to do when one of the documents requested is not
+            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
+            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.mget`` unchanged.
+        """
+        if missing not in ("raise", "skip", "none"):
+            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
+        opensearch = await cls._get_connection(using)
+        body = {
+            "docs": [
+                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
+                for doc in docs
+            ]
+        }
+        results = await opensearch.mget(body, index=cls._default_index(index), **kwargs)
+
+        objs: Any = []
+        error_docs: Any = []
+        missing_docs: Any = []
+        for doc in results["docs"]:
+            if doc.get("found"):
+                if error_docs or missing_docs:
+                    # We're going to raise an exception anyway, so avoid an
+                    # expensive call to cls.from_opensearch().
+                    continue
+
+                objs.append(cls.from_opensearch(doc))
+
+            elif doc.get("error"):
+                if raise_on_error:
+                    error_docs.append(doc)
+                if missing == "none":
+                    objs.append(None)
+
+            # The doc didn't cause an error, but the doc also wasn't found.
+            elif missing == "raise":
+                missing_docs.append(doc)
+            elif missing == "none":
+                objs.append(None)
+
+        if error_docs:
+            error_ids = [doc["_id"] for doc in error_docs]
+            message = "Required routing not provided for documents %s."
+            message %= ", ".join(error_ids)
+            raise RequestError(400, message, error_docs)
+        if missing_docs:
+            missing_ids = [doc["_id"] for doc in missing_docs]
+            message = "Documents %s not found." % ", ".join(missing_ids)
+            raise NotFoundError(404, message, {"docs": missing_docs})
+        return objs
+
+    async def delete(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Delete the instance in opensearch.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.delete`` unchanged.
+        """
+        opensearch = await self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        await opensearch.delete(index=self._get_index(index), **doc_meta)
+
+    def to_dict(  # type: ignore
+        self, include_meta: Optional[bool] = False, skip_empty: Optional[bool] = True
+    ) -> Any:
+        """
+        Serialize the instance into a dictionary so that it can be saved in opensearch.
+
+        :arg include_meta: if set to ``True`` will include all the metadata
+            (``_index``, ``_id`` etc). Otherwise just the document's
+            data is serialized.
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        """
+        d = super(AsyncDocument, self).to_dict(skip_empty)
+        if not include_meta:
+            return d
+
+        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # in case of to_dict include the index unlike save/update/delete
+        index = self._get_index(required=False)
+        if index is not None:
+            meta["_index"] = index
+
+        meta["_source"] = d
+        return meta
+
+    async def update(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        detect_noop: Optional[bool] = True,
+        doc_as_upsert: Optional[bool] = False,
+        refresh: Optional[bool] = False,
+        retry_on_conflict: Optional[bool] = None,
+        script: Any = None,
+        script_id: Optional[str] = None,
+        scripted_upsert: Optional[bool] = False,
+        upsert: Optional[bool] = None,
+        return_doc_meta: Optional[bool] = False,
+        **fields: Any,
+    ) -> Any:
+        """
+        Partial update of the document, specify fields you wish to update and
+        both the instance and the document in opensearch will be updated::
+
+            doc = MyDocument(title='Document Title!')
+            doc.save()
+            doc.update(title='New Document Title!')
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg detect_noop: Set to ``False`` to disable noop detection.
+        :arg refresh: Control when the changes made by this request are visible
+            to search. Set to ``True`` for immediate effect.
+        :arg retry_on_conflict: In between the get and indexing phases of the
+            update, it is possible that another process might have already
+            updated the same document. By default, the update will fail with a
+            version conflict exception. The retry_on_conflict parameter
+            controls how many times to retry the update before finally throwing
+            an exception.
+        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
+            doc, setting doc_as_upsert to true will use the contents of doc as
+            the upsert value
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            index API call instead of only the operation result
+
+        :return operation result noop/updated
+        """
+        body: Any = {
+            "doc_as_upsert": doc_as_upsert,
+            "detect_noop": detect_noop,
+        }
+
+        # scripted update
+        if script or script_id:
+            if upsert is not None:
+                body["upsert"] = upsert
+
+            if script:
+                script = {"source": script}
+            else:
+                script = {"id": script_id}
+
+            script["params"] = fields
+
+            body["script"] = script
+            body["scripted_upsert"] = scripted_upsert
+
+        # partial document update
+        else:
+            if not fields:
+                raise IllegalOperation(
+                    "You cannot call update() without updating individual fields or a script. "
+                    "If you wish to update the entire object use save()."
+                )
+
+            # update given fields locally
+            merge(self, fields)
+
+            # prepare data for OpenSearch
+            values = self.to_dict()
+
+            # if fields were given: partial update
+            body["doc"] = {k: values.get(k) for k in fields.keys()}
+
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        if retry_on_conflict is not None:
+            doc_meta["retry_on_conflict"] = retry_on_conflict
+
+        # Optimistic concurrency control
+        if (
+            retry_on_conflict in (None, 0)
+            and "seq_no" in self.meta
+            and "primary_term" in self.meta
+        ):
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        meta = await (await self._get_connection(using)).update(
+            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
+
+    async def save(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        validate: Optional[bool] = True,
+        skip_empty: Optional[bool] = True,
+        return_doc_meta: Optional[bool] = False,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Save the document into opensearch. If the document doesn't exist it
+        is created, it is overwritten otherwise. Returns ``True`` if this
+        operations resulted in new document being created.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg validate: set to ``False`` to skip validating the document
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            update API call instead of only the operation result
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.index`` unchanged.
+
+        :return operation result created/updated
+        """
+        if validate:
+            self.full_clean()
+
+        opensearch = await self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        meta = await opensearch.index(
+            index=self._get_index(index),
+            body=self.to_dict(skip_empty=skip_empty),
+            **doc_meta,
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
new file mode 100644
index 000000000..2b0501d98
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
@@ -0,0 +1,202 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from six import iteritems, itervalues
+
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy.helpers.faceted_search import FacetedResponse
+from opensearchpy.helpers.query import MatchAll
+
+
+class AsyncFacetedSearch(object):
+    """
+    Abstraction for creating faceted navigation searches that takes care of
+    composing the queries, aggregations and filters as needed as well as
+    presenting the results in an easy-to-consume fashion::
+
+        class BlogSearch(AsyncFacetedSearch):
+            index = 'blogs'
+            doc_types = [Blog, Post]
+            fields = ['title^5', 'category', 'description', 'body']
+
+            facets = {
+                'type': TermsFacet(field='_type'),
+                'category': TermsFacet(field='category'),
+                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
+            }
+
+            def search(self):
+                ' Override search to add your own filters '
+                s = super(BlogSearch, self).search()
+                return s.filter('term', published=True)
+
+        # when using:
+        blog_search = BlogSearch("web framework", filters={"category": "python"})
+
+        # supports pagination
+        blog_search[10:20]
+
+        response = await blog_search.execute()
+
+        # easy access to aggregation results:
+        for category, hit_count, is_selected in response.facets.category:
+            print(
+                "Category %s has %d hits%s." % (
+                    category,
+                    hit_count,
+                    ' and is chosen' if is_selected else ''
+                )
+            )
+
+    """
+
+    index: Any = None
+    doc_types: Any = None
+    fields: Any = None
+    facets: Any = {}
+    using: str = "default"
+
+    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
+        """
+        :arg query: the text to search for
+        :arg filters: facet values to filter
+        :arg sort: sort information to be passed to :class:`~opensearchpy.AsyncSearch`
+        """
+        self._query = query
+        self._filters: Any = {}
+        self._sort = sort
+        self.filter_values: Any = {}
+        for name, value in iteritems(filters):
+            self.add_filter(name, value)
+
+        self._s = self.build_search()
+
+    async def count(self) -> Any:
+        return await self._s.count()
+
+    def __getitem__(self, k: Any) -> Any:
+        self._s = self._s[k]
+        return self
+
+    def __iter__(self) -> Any:
+        return iter(self._s)
+
+    def add_filter(self, name: Any, filter_values: Any) -> None:
+        """
+        Add a filter for a facet.
+        """
+        # normalize the value into a list
+        if not isinstance(filter_values, (tuple, list)):
+            if filter_values is None:
+                return
+            filter_values = [
+                filter_values,
+            ]
+
+        # remember the filter values for use in FacetedResponse
+        self.filter_values[name] = filter_values
+
+        # get the filter from the facet
+        f = self.facets[name].add_filter(filter_values)
+        if f is None:
+            return
+
+        self._filters[name] = f
+
+    def search(self) -> Any:
+        """
+        Returns the base Search object to which the facets are added.
+
+        You can customize the query by overriding this method and returning a
+        modified search object.
+        """
+        s = AsyncSearch(doc_type=self.doc_types, index=self.index, using=self.using)
+        return s.response_class(FacetedResponse)
+
+    def query(self, search: Any, query: Any) -> Any:
+        """
+        Add query part to ``search``.
+
+        Override this if you wish to customize the query used.
+        """
+        if query:
+            if self.fields:
+                return search.query("multi_match", fields=self.fields, query=query)
+            else:
+                return search.query("multi_match", query=query)
+        return search
+
+    def aggregate(self, search: Any) -> Any:
+        """
+        Add aggregations representing the facets selected, including potential
+        filters.
+        """
+        for f, facet in iteritems(self.facets):
+            agg = facet.get_aggregation()
+            agg_filter = MatchAll()
+            for field, filter in iteritems(self._filters):
+                if f == field:
+                    continue
+                agg_filter &= filter
+            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
+                f, agg
+            )
+
+    def filter(self, search: Any) -> Any:
+        """
+        Add a ``post_filter`` to the search request narrowing the results based
+        on the facet filters.
+        """
+        if not self._filters:
+            return search
+
+        post_filter = MatchAll()
+        for f in itervalues(self._filters):
+            post_filter &= f
+        return search.post_filter(post_filter)
+
+    def highlight(self, search: Any) -> Any:
+        """
+        Add highlighting for all the fields
+        """
+        return search.highlight(
+            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
+        )
+
+    def sort(self, search: Any) -> Any:
+        """
+        Add sorting information to the request.
+        """
+        if self._sort:
+            search = search.sort(*self._sort)
+        return search
+
+    def build_search(self) -> Any:
+        """
+        Construct the ``AsyncSearch`` object.
+        """
+        s = self.search()
+        s = self.query(s, self._query)
+        s = self.filter(s)
+        if self.fields:
+            s = self.highlight(s)
+        s = self.sort(s)
+        self.aggregate(s)
+        return s
+
+    async def execute(self) -> Any:
+        """
+        Execute the search and return the response.
+        """
+        r = await self._s.execute()
+        r._faceted_search = self
+        return r
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/index.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/index.py
new file mode 100644
index 000000000..e7b337485
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/index.py
@@ -0,0 +1,663 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from opensearchpy._async.helpers.mapping import AsyncMapping
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy._async.helpers.update_by_query import AsyncUpdateByQuery
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import IllegalOperation
+from opensearchpy.helpers import analysis
+from opensearchpy.helpers.utils import merge
+
+
+class AsyncIndexTemplate(object):
+    def __init__(
+        self,
+        name: Any,
+        template: Any,
+        index: Any = None,
+        order: Any = None,
+        **kwargs: Any
+    ) -> None:
+        if index is None:
+            self._index = AsyncIndex(template, **kwargs)
+        else:
+            if kwargs:
+                raise ValueError(
+                    "You cannot specify options for Index when"
+                    " passing an Index instance."
+                )
+            self._index = index.clone()
+            self._index._name = template
+        self._template_name = name
+        self.order = order
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._index, attr_name)
+
+    def to_dict(self) -> Any:
+        d = self._index.to_dict()
+        d["index_patterns"] = [self._index._name]
+        if self.order is not None:
+            d["order"] = self.order
+        return d
+
+    async def save(self, using: Any = None) -> Any:
+        opensearch = await get_connection(using or self._index._using)
+        return await opensearch.indices.put_template(
+            name=self._template_name, body=self.to_dict()
+        )
+
+
+class AsyncIndex(object):
+    def __init__(self, name: Any, using: Any = "default") -> None:
+        """
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        self._name = name
+        self._doc_types: Any = []
+        self._using = using
+        self._settings: Any = {}
+        self._aliases: Any = {}
+        self._analysis: Any = {}
+        self._mapping: Any = None
+
+    def get_or_create_mapping(self) -> Any:
+        if self._mapping is None:
+            self._mapping = AsyncMapping()
+        return self._mapping
+
+    def as_template(
+        self, template_name: Any, pattern: Any = None, order: Any = None
+    ) -> Any:
+        # TODO: should we allow pattern to be a top-level arg?
+        # or maybe have an IndexPattern that allows for it and have
+        # AsyncDocument._index be that?
+        return AsyncIndexTemplate(
+            template_name, pattern or self._name, index=self, order=order
+        )
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
+            if field is not None:
+                return nested, field
+        if self._mapping:
+            return self._mapping.resolve_nested(field_path)
+        return (), None
+
+    def resolve_field(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            field = doc._doc_type.mapping.resolve_field(field_path)
+            if field is not None:
+                return field
+        if self._mapping:
+            return self._mapping.resolve_field(field_path)
+        return None
+
+    async def load_mappings(self, using: Any = None) -> None:
+        await self.get_or_create_mapping().update_from_opensearch(
+            self._name, using=using or self._using
+        )
+
+    def clone(self, name: Any = None, using: Any = None) -> Any:
+        """
+        Create a copy of the instance with another name or connection alias.
+        Useful for creating multiple indices with shared configuration::
+
+            i = AsyncIndex('base-index')
+            i.settings(number_of_shards=1)
+            await i.create()
+
+            i2 = i.clone('other-index')
+            await i2.create()
+
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        i = AsyncIndex(name or self._name, using=using or self._using)
+        i._settings = self._settings.copy()
+        i._aliases = self._aliases.copy()
+        i._analysis = self._analysis.copy()
+        i._doc_types = self._doc_types[:]
+        if self._mapping is not None:
+            i._mapping = self._mapping._clone()
+        return i
+
+    async def _get_connection(self, using: Any = None) -> Any:
+        if self._name is None:
+            raise ValueError("You cannot perform API calls on the default index.")
+        return await get_connection(using or self._using)
+
+    connection = property(_get_connection)
+
+    def mapping(self, mapping: Any) -> None:
+        """
+        Associate a mapping (an instance of
+        :class:`~opensearchpy.AsyncMapping`) with this index.
+        This means that, when this index is created, it will contain the
+        mappings for the document type defined by those mappings.
+        """
+        self.get_or_create_mapping().update(mapping)
+
+    def document(self, document: Any) -> Any:
+        """
+        Associate a :class:`~opensearchpy.AsyncDocument` subclass with an index.
+        This means that, when this index is created, it will contain the
+        mappings for the ``AsyncDocument``. If the ``AsyncDocument`` class doesn't have a
+        default index yet (by defining ``class AsyncIndex``), this instance will be
+        used. Can be used as a decorator::
+
+            i = AsyncIndex('blog')
+
+            @i.document
+            class Post(AsyncDocument):
+                title = Text()
+
+            # create the index, including Post mappings
+            await i.create()
+
+            # .search() will now return a AsyncSearch object that will return
+            # properly deserialized Post instances
+            s = i.search()
+        """
+        self._doc_types.append(document)
+
+        # If the document index does not have any name, that means the user
+        # did not set any index already to the document.
+        # So set this index as document index
+        if document._index._name is None:
+            document._index = self
+
+        return document
+
+    def settings(self, **kwargs: Any) -> "AsyncIndex":
+        """
+        Add settings to the index::
+
+            i = AsyncIndex('i')
+            i.settings(number_of_shards=1, number_of_replicas=0)
+
+        Multiple calls to ``settings`` will merge the keys, later overriding
+        the earlier.
+        """
+        self._settings.update(kwargs)
+        return self
+
+    def aliases(self, **kwargs: Any) -> "AsyncIndex":
+        """
+        Add aliases to the index definition::
+
+            i = AsyncIndex('blog-v2')
+            i.aliases(blog={}, published={'filter': Q('term', published=True)})
+        """
+        self._aliases.update(kwargs)
+        return self
+
+    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
+        """
+        Explicitly add an analyzer to an index. Note that all custom analyzers
+        defined in mappings will also be created. This is useful for search analyzers.
+
+        Example::
+
+            from opensearchpy import analyzer, tokenizer
+
+            my_analyzer = analyzer('my_analyzer',
+                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
+                filter=['lowercase']
+            )
+
+            i = AsyncIndex('blog')
+            i.analyzer(my_analyzer)
+
+        """
+        analyzer = analysis.analyzer(*args, **kwargs)
+        d = analyzer.get_analysis_definition()
+        # empty custom analyzer, probably already defined out of our control
+        if not d:
+            return
+
+        # merge the definition
+        merge(self._analysis, d, True)
+
+    def to_dict(self) -> Any:
+        out = {}
+        if self._settings:
+            out["settings"] = self._settings
+        if self._aliases:
+            out["aliases"] = self._aliases
+        mappings: Any = self._mapping.to_dict() if self._mapping else {}
+        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
+        for d in self._doc_types:
+            mapping = d._doc_type.mapping
+            merge(mappings, mapping.to_dict(), True)
+            merge(analysis, mapping._collect_analysis(), True)
+        if mappings:
+            out["mappings"] = mappings
+        if analysis or self._analysis:
+            merge(analysis, self._analysis)
+            out.setdefault("settings", {})["analysis"] = analysis
+        return out
+
+    def search(self, using: Any = None) -> Any:
+        """
+        Return a :class:`~opensearchpy.AsyncSearch` object searching over the
+        index (or all the indices belonging to this template) and its
+        ``Document``\\s.
+        """
+        return AsyncSearch(
+            using=using or self._using, index=self._name, doc_type=self._doc_types
+        )
+
+    def updateByQuery(self, using: Any = None) -> Any:  # pylint: disable=invalid-name
+        """
+        Return a :class:`~opensearchpy.AsyncUpdateByQuery` object searching over the index
+        (or all the indices belonging to this template) and updating Documents that match
+        the search criteria.
+
+        For more information, see here:
+        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
+        """
+        return AsyncUpdateByQuery(
+            using=using or self._using,
+            index=self._name,
+        )
+
+    async def create(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Creates the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.create`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.create(
+            index=self._name, body=self.to_dict(), **kwargs
+        )
+
+    async def is_closed(self, using: Any = None) -> Any:
+        state = await (await self._get_connection(using)).cluster.state(
+            index=self._name, metric="metadata"
+        )
+        return state["metadata"]["indices"][self._name]["state"] == "close"
+
+    async def save(self, using: Any = None) -> Any:
+        """
+        Sync the index definition with opensearch, creating the index if it
+        doesn't exist and updating its settings and mappings if it does.
+
+        Note some settings and mapping changes cannot be done on an open
+        index (or at all on an existing index) and for those this method will
+        fail with the underlying exception.
+        """
+        if not await self.exists(using=using):
+            return await self.create(using=using)
+
+        body = self.to_dict()
+        settings = body.pop("settings", {})
+        analysis = settings.pop("analysis", None)
+        current_settings = (await self.get_settings(using=using))[self._name][
+            "settings"
+        ]["index"]
+        if analysis:
+            if await self.is_closed(using=using):
+                # closed index, update away
+                settings["analysis"] = analysis
+            else:
+                # compare analysis definition, if all analysis objects are
+                # already defined as requested, skip analysis update and
+                # proceed, otherwise raise IllegalOperation
+                existing_analysis = current_settings.get("analysis", {})
+                if any(
+                    existing_analysis.get(section, {}).get(k, None)
+                    != analysis[section][k]
+                    for section in analysis
+                    for k in analysis[section]
+                ):
+                    raise IllegalOperation(
+                        "You cannot update analysis configuration on an open index, "
+                        "you need to close index %s first." % self._name
+                    )
+
+        # try and update the settings
+        if settings:
+            settings = settings.copy()
+            for k, v in list(settings.items()):
+                if k in current_settings and current_settings[k] == str(v):
+                    del settings[k]
+
+            if settings:
+                await self.put_settings(using=using, body=settings)
+
+        # update the mappings, any conflict in the mappings will result in an
+        # exception
+        mappings = body.pop("mappings", {})
+        if mappings:
+            await self.put_mapping(using=using, body=mappings)
+
+    async def analyze(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Perform the analysis process on a text and return the tokens breakdown
+        of the text.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.analyze`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.analyze(
+            index=self._name, **kwargs
+        )
+
+    async def refresh(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Performs a refresh operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.refresh`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.refresh(
+            index=self._name, **kwargs
+        )
+
+    async def flush(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Performs a flush operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.flush`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.flush(
+            index=self._name, **kwargs
+        )
+
+    async def get(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The get index API allows to retrieve information about the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get(
+            index=self._name, **kwargs
+        )
+
+    async def open(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Opens the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.open`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.open(
+            index=self._name, **kwargs
+        )
+
+    async def close(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Closes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.close`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.close(
+            index=self._name, **kwargs
+        )
+
+    async def delete(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Deletes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.delete`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.delete(
+            index=self._name, **kwargs
+        )
+
+    async def exists(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Returns ``True`` if the index already exists in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.exists`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.exists(
+            index=self._name, **kwargs
+        )
+
+    async def put_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Register specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def get_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def get_field_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve mapping definition of a specific field.
+
+        Any additional keyword arguments will be passed to
+        ``Async OpenSearch.indices.get_field_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_field_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def put_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Create an alias for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_alias(
+            index=self._name, **kwargs
+        )
+
+    async def exists_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Return a boolean indicating whether given alias exists for this index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.exists_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.exists_alias(
+            index=self._name, **kwargs
+        )
+
+    async def get_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve a specified alias.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_alias(
+            index=self._name, **kwargs
+        )
+
+    async def delete_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Delete specific alias.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.delete_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.delete_alias(
+            index=self._name, **kwargs
+        )
+
+    async def get_settings(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve settings for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_settings`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_settings(
+            index=self._name, **kwargs
+        )
+
+    async def put_settings(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Change specific index level settings in real time.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_settings`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_settings(
+            index=self._name, **kwargs
+        )
+
+    async def stats(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve statistics on different operations happening on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.stats`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.stats(
+            index=self._name, **kwargs
+        )
+
+    async def segments(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Provide low level segments information that a Lucene index (shard
+        level) is built with.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.segments`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.segments(
+            index=self._name, **kwargs
+        )
+
+    async def validate_query(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Validate a potentially expensive query without executing it.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.validate_query`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.validate_query(
+            index=self._name, **kwargs
+        )
+
+    async def clear_cache(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Clear all caches or specific cached associated with the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.clear_cache`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.clear_cache(
+            index=self._name, **kwargs
+        )
+
+    async def recovery(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The indices recovery API provides insight into on-going shard
+        recoveries for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.recovery`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.recovery(
+            index=self._name, **kwargs
+        )
+
+    async def upgrade(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Upgrade the index to the latest format.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.upgrade`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.upgrade(
+            index=self._name, **kwargs
+        )
+
+    async def get_upgrade(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Monitor how much of the index is upgraded.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_upgrade`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_upgrade(
+            index=self._name, **kwargs
+        )
+
+    async def shard_stores(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Provides store information for shard copies of the index. Store
+        information reports on which nodes shard copies exist, the shard copy
+        version, indicating how recent they are, and any exceptions encountered
+        while opening the shard index or from earlier engine failure.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.shard_stores`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.shard_stores(
+            index=self._name, **kwargs
+        )
+
+    async def forcemerge(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The force merge API allows to force merging of the index through an
+        API. The merge relates to the number of segments a Lucene index holds
+        within each shard. The force merge operation allows to reduce the
+        number of segments by merging them.
+
+        This call will block until the merge is complete. If the http
+        connection is lost, the request will continue in the background, and
+        any new requests will block until the previous force merge is complete.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.forcemerge`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.forcemerge(
+            index=self._name, **kwargs
+        )
+
+    async def shrink(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The shrink index API allows you to shrink an existing index into a new
+        index with fewer primary shards. The number of primary shards in the
+        target index must be a factor of the shards in the source index. For
+        example an index with 8 primary shards can be shrunk into 4, 2 or 1
+        primary shards or an index with 15 primary shards can be shrunk into 5,
+        3 or 1. If the number of shards in the index is a prime number it can
+        only be shrunk into a single primary shard. Before shrinking, a
+        (primary or replica) copy of every shard in the index must be present
+        on the same node.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.shrink`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.shrink(
+            index=self._name, **kwargs
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/mapping.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/mapping.py
new file mode 100644
index 000000000..93f04f055
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/mapping.py
@@ -0,0 +1,169 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any
+
+from six import iteritems
+
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.helpers.field import Nested, Text
+from opensearchpy.helpers.mapping import META_FIELDS, Properties
+
+
+class AsyncMapping(object):
+    _meta: Any
+    properties: Properties
+
+    def __init__(self) -> None:
+        self.properties = Properties()
+        self._meta = {}
+
+    def __repr__(self) -> str:
+        return "Mapping()"
+
+    def _clone(self) -> Any:
+        m = AsyncMapping()
+        m.properties._params = self.properties._params.copy()
+        return m
+
+    @classmethod
+    async def from_opensearch(cls, index: Any, using: str = "default") -> Any:
+        m = cls()
+        await m.update_from_opensearch(index, using)
+        return m
+
+    def resolve_nested(self, field_path: str) -> Any:
+        field = self
+        nested = []
+        parts = field_path.split(".")
+        for i, step in enumerate(parts):
+            try:
+                field = field[step]
+            except KeyError:
+                return (), None
+            if isinstance(field, Nested):
+                nested.append(".".join(parts[: i + 1]))
+        return nested, field
+
+    def resolve_field(self, field_path: Any) -> Any:
+        field = self
+        for step in field_path.split("."):
+            try:
+                field = field[step]
+            except KeyError:
+                return None
+        return field
+
+    def _collect_analysis(self) -> Any:
+        analysis: Any = {}
+        fields: Any = []
+        if "_all" in self._meta:
+            fields.append(Text(**self._meta["_all"]))
+
+        for f in chain(fields, self.properties._collect_fields()):
+            for analyzer_name in (
+                "analyzer",
+                "normalizer",
+                "search_analyzer",
+                "search_quote_analyzer",
+            ):
+                if not hasattr(f, analyzer_name):
+                    continue
+                analyzer = getattr(f, analyzer_name)
+                d = analyzer.get_analysis_definition()
+                # empty custom analyzer, probably already defined out of our control
+                if not d:
+                    continue
+
+                # merge the definition
+                # TODO: conflict detection/resolution
+                for key in d:
+                    analysis.setdefault(key, {}).update(d[key])
+
+        return analysis
+
+    async def save(self, index: Any, using: str = "default") -> Any:
+        from opensearchpy._async.helpers.index import AsyncIndex
+
+        index = AsyncIndex(index, using=using)
+        index.mapping(self)
+        return await index.save()
+
+    async def update_from_opensearch(self, index: Any, using: str = "default") -> None:
+        opensearch = await get_connection(using)
+        raw = await opensearch.indices.get_mapping(index=index)
+        _, raw = raw.popitem()
+        self._update_from_dict(raw["mappings"])
+
+    def _update_from_dict(self, raw: Any) -> None:
+        for name, definition in iteritems(raw.get("properties", {})):
+            self.field(name, definition)
+
+        # metadata like _all etc
+        for name, value in iteritems(raw):
+            if name != "properties":
+                if isinstance(value, collections_abc.Mapping):
+                    self.meta(name, **value)
+                else:
+                    self.meta(name, value)
+
+    def update(self, mapping: Any, update_only: bool = False) -> None:
+        for name in mapping:
+            if update_only and name in self:
+                # nested and inner objects, merge recursively
+                if hasattr(self[name], "update"):
+                    # FIXME only merge subfields, not the settings
+                    self[name].update(mapping[name], update_only)
+                continue
+            self.field(name, mapping[name])
+
+        if update_only:
+            for name in mapping._meta:
+                if name not in self._meta:
+                    self._meta[name] = mapping._meta[name]
+        else:
+            self._meta.update(mapping._meta)
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self.properties.properties
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties.properties[name]
+
+    def __iter__(self) -> Any:
+        return iter(self.properties.properties)
+
+    def field(self, *args: Any, **kwargs: Any) -> "AsyncMapping":
+        self.properties.field(*args, **kwargs)
+        return self
+
+    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "AsyncMapping":
+        if not name.startswith("_") and name not in META_FIELDS:
+            name = "_" + name
+
+        if params and kwargs:
+            raise ValueError("Meta configs cannot have both value and a dictionary.")
+
+        self._meta[name] = kwargs if params is None else params
+        return self
+
+    def to_dict(self) -> Any:
+        meta = self._meta
+
+        # hard coded serialization of analyzers in _all
+        if "_all" in meta:
+            meta = meta.copy()
+            _all = meta["_all"] = meta["_all"].copy()
+            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
+                if hasattr(_all.get(f, None), "to_dict"):
+                    _all[f] = _all[f].to_dict()
+        meta.update(self.properties.to_dict())
+        return meta
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/search.py
new file mode 100644
index 000000000..7f09ba7f3
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/search.py
@@ -0,0 +1,537 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import copy
+from typing import Any, Sequence
+
+from six import iteritems, string_types
+
+from opensearchpy._async.helpers.actions import aiter, async_scan
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import IllegalOperation, TransportError
+from opensearchpy.helpers.aggs import A
+from opensearchpy.helpers.query import Bool, Q
+from opensearchpy.helpers.response import Response
+from opensearchpy.helpers.search import AggsProxy, ProxyDescriptor, QueryProxy, Request
+from opensearchpy.helpers.utils import AttrDict, recursive_to_dict
+
+
+class AsyncSearch(Request):
+    query = ProxyDescriptor("query")
+    post_filter = ProxyDescriptor("post_filter")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Search request to opensearch.
+
+        :arg using: `AsyncOpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+        """
+        super(AsyncSearch, self).__init__(**kwargs)
+
+        self.aggs = AggsProxy(self)
+        self._sort: Sequence[Any] = []
+        self._source: Any = None
+        self._highlight: Any = {}
+        self._highlight_opts: Any = {}
+        self._suggest: Any = {}
+        self._script_fields: Any = {}
+        self._response_class: Any = Response
+
+        self._query_proxy = QueryProxy(self, "query")
+        self._post_filter_proxy = QueryProxy(self, "post_filter")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    def __getitem__(self, n: Any) -> Any:
+        """
+        Support slicing the `AsyncSearch` instance for pagination.
+
+        Slicing equates to the from/size parameters. E.g.::
+
+            s = AsyncSearch().query(...)[0:25]
+
+        is equivalent to::
+
+            s = AsyncSearch().query(...).extra(from_=0, size=25)
+
+        """
+        s = self._clone()
+
+        if isinstance(n, slice):
+            # If negative slicing, abort.
+            if n.start and n.start < 0 or n.stop and n.stop < 0:
+                raise ValueError("AsyncSearch does not support negative slicing.")
+            # OpenSearch won't get all results so we default to size: 10 if
+            # stop not given.
+            s._extra["from"] = n.start or 0
+            s._extra["size"] = max(
+                0, n.stop - (n.start or 0) if n.stop is not None else 10
+            )
+            return s
+        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
+            # If negative index, abort.
+            if n < 0:
+                raise ValueError("AsyncSearch does not support negative indexing.")
+            s._extra["from"] = n
+            s._extra["size"] = 1
+            return s
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `AsyncSearch` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            s = AsyncSearch.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "aggs": {...}
+            })
+            s = s.filter('term', published=True)
+        """
+        s = cls()
+        s.update_from_dict(d)
+        return s
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        s = super(AsyncSearch, self)._clone()
+
+        s._response_class = self._response_class
+        s._sort = self._sort[:]
+        s._source = copy.copy(self._source) if self._source is not None else None
+        s._highlight = self._highlight.copy()
+        s._highlight_opts = self._highlight_opts.copy()
+        s._suggest = self._suggest.copy()
+        s._script_fields = self._script_fields.copy()
+        for x in ("query", "post_filter"):
+            getattr(s, x)._proxied = getattr(self, x)._proxied
+
+        # copy top-level bucket definitions
+        if self.aggs._params.get("aggs"):
+            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
+        return s
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        s = self._clone()
+        s._response_class = cls
+        return s
+
+    def update_from_dict(self, d: Any) -> "AsyncSearch":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "post_filter" in d:
+            self.post_filter._proxied = Q(d.pop("post_filter"))
+
+        aggs = d.pop("aggs", d.pop("aggregations", {}))
+        if aggs:
+            self.aggs._params = {
+                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
+            }
+        if "sort" in d:
+            self._sort = d.pop("sort")
+        if "_source" in d:
+            self._source = d.pop("_source")
+        if "highlight" in d:
+            high = d.pop("highlight").copy()
+            self._highlight = high.pop("fields")
+            self._highlight_opts = high
+        if "suggest" in d:
+            self._suggest = d.pop("suggest")
+            if "text" in self._suggest:
+                text = self._suggest.pop("text")
+                for s in self._suggest.values():
+                    s.setdefault("text", text)
+        if "script_fields" in d:
+            self._script_fields = d.pop("script_fields")
+        self._extra.update(d)
+        return self
+
+    def script_fields(self, **kwargs: Any) -> Any:
+        """
+        Define script fields to be calculated on hits.
+
+        Example::
+
+            s = AsyncSearch()
+            s = s.script_fields(times_two="doc['field'].value * 2")
+            s = s.script_fields(
+                times_three={
+                    'script': {
+                        'lang': 'painless',
+                        'source': "doc['field'].value * params.n",
+                        'params': {'n': 3}
+                    }
+                }
+            )
+
+        """
+        s = self._clone()
+        for name in kwargs:
+            if isinstance(kwargs[name], string_types):
+                kwargs[name] = {"script": kwargs[name]}
+        s._script_fields.update(kwargs)
+        return s
+
+    def source(self, fields: Any = None, **kwargs: Any) -> Any:
+        """
+        Selectively control how the _source field is returned.
+
+        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
+
+        If ``fields`` is None, the entire document will be returned for
+        each hit.  If fields is a dictionary with keys of 'includes' and/or
+        'excludes' the fields will be either included or excluded appropriately.
+
+        Calling this multiple times with the same named parameter will override the
+        previous values with the new ones.
+
+        Example::
+
+            s = AsyncSearch()
+            s = s.source(includes=['obj1.*'], excludes=["*.description"])
+
+            s = AsyncSearch()
+            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
+
+        """
+        s = self._clone()
+
+        if fields and kwargs:
+            raise ValueError("You cannot specify fields and kwargs at the same time.")
+
+        if fields is not None:
+            s._source = fields
+            return s
+
+        if kwargs and not isinstance(s._source, dict):
+            s._source = {}
+
+        for key, value in kwargs.items():
+            if value is None:
+                try:
+                    del s._source[key]
+                except KeyError:
+                    pass
+            else:
+                s._source[key] = value
+
+        return s
+
+    def sort(self, *keys: Any) -> Any:
+        """
+        Add sorting information to the search request. If called without
+        arguments it will remove all sort requirements. Otherwise it will
+        replace them. Acceptable arguments are::
+
+            'some.field'
+            '-some.other.field'
+            {'different.field': {'any': 'dict'}}
+
+        so for example::
+
+            s = AsyncSearch().sort(
+                'category',
+                '-title',
+                {"price" : {"order" : "asc", "mode" : "avg"}}
+            )
+
+        will sort by ``category``, ``title`` (in descending order) and
+        ``price`` in ascending order using the ``avg`` mode.
+
+        The API returns a copy of the AsyncSearch object and can thus be chained.
+        """
+        s = self._clone()
+        s._sort = []
+        for k in keys:
+            if isinstance(k, string_types) and k.startswith("-"):
+                if k[1:] == "_score":
+                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
+                k = {k[1:]: {"order": "desc"}}
+            s._sort.append(k)
+        return s
+
+    def highlight_options(self, **kwargs: Any) -> Any:
+        """
+        Update the global highlighting options used for this request. For
+        example::
+
+            s = AsyncSearch()
+            s = s.highlight_options(order='score')
+        """
+        s = self._clone()
+        s._highlight_opts.update(kwargs)
+        return s
+
+    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
+        """
+        Request highlighting of some fields. All keyword arguments passed in will be
+        used as parameters for all the fields in the ``fields`` parameter. Example::
+
+            AsyncSearch().highlight('title', 'body', fragment_size=50)
+
+        will produce the equivalent of::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 50},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        If you want to have different options for different fields
+        you can call ``highlight`` twice::
+
+            AsyncSearch().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
+
+        which will produce::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 100},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        """
+        s = self._clone()
+        for f in fields:
+            s._highlight[f] = kwargs
+        return s
+
+    def suggest(self, name: str, text: str, **kwargs: Any) -> Any:
+        """
+        Add a suggestions request to the search.
+
+        :arg name: name of the suggestion
+        :arg text: text to suggest on
+
+        All keyword arguments will be added to the suggestions body. For example::
+
+            s = AsyncSearch()
+            s = s.suggest('suggestion-1', 'AsyncOpenSearch', term={'field': 'body'})
+        """
+        s = self._clone()
+        s._suggest[name] = {"text": text}
+        s._suggest[name].update(kwargs)
+        return s
+
+    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request's body.
+
+        :arg count: a flag to specify if we are interested in a body for count -
+            no aggregations, no pagination bounds etc.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        # count request doesn't care for sorting and other things
+        if not count:
+            if self.post_filter:
+                d["post_filter"] = self.post_filter.to_dict()
+
+            if self.aggs.aggs:
+                d.update(self.aggs.to_dict())
+
+            if self._sort:
+                d["sort"] = self._sort
+
+            d.update(recursive_to_dict(self._extra))
+
+            if self._source not in (None, {}):
+                d["_source"] = self._source
+
+            if self._highlight:
+                d["highlight"] = {"fields": self._highlight}
+                d["highlight"].update(self._highlight_opts)
+
+            if self._suggest:
+                d["suggest"] = self._suggest
+
+            if self._script_fields:
+                d["script_fields"] = self._script_fields
+
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    async def count(self) -> Any:
+        """
+        Return the number of hits matching the query and filters. Note that
+        only the actual number is returned.
+        """
+        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
+            return self._response.hits.total.value
+
+        opensearch = await get_connection(self._using)
+
+        d = self.to_dict(count=True)
+        # TODO: failed shards detection
+        return (await opensearch.count(index=self._index, body=d, **self._params))[
+            "count"
+        ]
+
+    async def execute(self, ignore_cache: bool = False) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+
+        :arg ignore_cache: if set to ``True``, consecutive calls will hit
+            AsyncOpenSearch, while cached result will be ignored. Defaults to `False`
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = await get_connection(self._using)
+
+            self._response = self._response_class(
+                self,
+                await opensearch.search(
+                    index=self._index, body=self.to_dict(), **self._params
+                ),
+            )
+        return self._response
+
+    async def scan(self) -> Any:
+        """
+        Turn the search into a scan search and return a generator that will
+        iterate over all the documents matching the query.
+
+        Use ``params`` method to specify any additional arguments you with to
+        pass to the underlying ``async_scan`` helper from ``opensearchpy``
+
+        """
+        opensearch = await get_connection(self._using)
+
+        async for hit in aiter(
+            async_scan(
+                opensearch, query=self.to_dict(), index=self._index, **self._params
+            )
+        ):
+            yield self._get_result(hit)
+
+    async def delete(self) -> Any:
+        """
+        delete() executes the query by delegating to delete_by_query()
+        """
+
+        opensearch = await get_connection(self._using)
+
+        return AttrDict(
+            await opensearch.delete_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+        )
+
+
+class AsyncMultiSearch(Request):
+    """
+    Combine multiple :class:`~opensearchpy.AsyncSearch` objects into a single
+    request.
+    """
+
+    def __init__(self, **kwargs: Any) -> None:
+        super(AsyncMultiSearch, self).__init__(**kwargs)
+        self._searches: Any = []
+
+    def __getitem__(self, key: Any) -> Any:
+        return self._searches[key]
+
+    def __iter__(self) -> Any:
+        return iter(self._searches)
+
+    def _clone(self) -> Any:
+        ms = super(AsyncMultiSearch, self)._clone()
+        ms._searches = self._searches[:]
+        return ms
+
+    def add(self, search: Any) -> Any:
+        """
+        Adds a new :class:`~opensearchpy.AsyncSearch` object to the request::
+
+            ms = AsyncMultiSearch(index='my-index')
+            ms = ms.add(AsyncSearch(doc_type=Category).filter('term', category='python'))
+            ms = ms.add(AsyncSearch(doc_type=Blog))
+        """
+        ms = self._clone()
+        ms._searches.append(search)
+        return ms
+
+    def to_dict(self) -> Any:
+        out = []
+        for s in self._searches:
+            meta = {}
+            if s._index:
+                meta["index"] = s._index
+            meta.update(s._params)
+
+            out.append(meta)
+            out.append(s.to_dict())
+
+        return out
+
+    async def execute(
+        self, ignore_cache: bool = False, raise_on_error: bool = True
+    ) -> Any:
+        """
+        Execute the multi search request and return a list of search results.
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = await get_connection(self._using)
+
+            responses = await opensearch.msearch(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+
+            out = []
+            for s, r in zip(self._searches, responses["responses"]):
+                if r.get("error", False):
+                    if raise_on_error:
+                        raise TransportError("N/A", r["error"]["type"], r["error"])
+                    r = None
+                else:
+                    r = Response(s, r)
+                out.append(r)
+
+            self._response = out
+
+        return self._response
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/test.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/test.py
new file mode 100644
index 000000000..455a2781e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/test.py
@@ -0,0 +1,43 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import os
+import time
+from typing import Any
+from unittest import SkipTest
+
+from opensearchpy import AsyncOpenSearch
+from opensearchpy.exceptions import ConnectionError
+
+OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
+
+
+async def get_test_client(nowait: bool = False, **kwargs: Any) -> Any:
+    # construct kwargs from the environment
+    kw = {"timeout": 30}
+
+    from opensearchpy import AsyncConnection
+
+    async_connection = AsyncConnection()
+    if hasattr(async_connection, "AIOHttpConnection"):
+        kw["connection_class"] = getattr(async_connection, "AIOHttpConnection")
+
+    kw.update(kwargs)
+    client = AsyncOpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
+
+    # wait for yellow status
+    for _ in range(1 if nowait else 100):
+        try:
+            await client.cluster.health(wait_for_status="yellow")
+            return client
+        except ConnectionError:
+            time.sleep(0.1)
+    else:
+        # timeout
+        raise SkipTest("OpenSearch failed to start.")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
new file mode 100644
index 000000000..7ea3b9062
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
@@ -0,0 +1,153 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.helpers.query import Bool, Q
+from opensearchpy.helpers.response import UpdateByQueryResponse
+from opensearchpy.helpers.search import ProxyDescriptor, QueryProxy, Request
+from opensearchpy.helpers.utils import recursive_to_dict
+
+
+class AsyncUpdateByQuery(Request):
+    query = ProxyDescriptor("query")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Update by query request to opensearch.
+
+        :arg using: `AsyncOpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+
+        """
+        super(AsyncUpdateByQuery, self).__init__(**kwargs)
+        self._response_class = UpdateByQueryResponse
+        self._script: Any = {}
+        self._query_proxy = QueryProxy(self, "query")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `AsyncUpdateByQuery` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            ubq = AsyncUpdateByQuery.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "script": {...}
+            })
+            ubq = ubq.filter('term', published=True)
+        """
+        u = cls()
+        u.update_from_dict(d)
+        return u
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        ubq = super(AsyncUpdateByQuery, self)._clone()
+
+        ubq._response_class = self._response_class
+        ubq._script = self._script.copy()
+        ubq.query._proxied = self.query._proxied
+        return ubq
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        ubq = self._clone()
+        ubq._response_class = cls
+        return ubq
+
+    def update_from_dict(self, d: Any) -> "AsyncUpdateByQuery":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "script" in d:
+            self._script = d.pop("script")
+        self._extra.update(d)
+        return self
+
+    def script(self, **kwargs: Any) -> Any:
+        """
+        Define update action to take:
+
+        Note: the API only accepts a single script, so
+        calling the script multiple times will overwrite.
+
+        Example::
+
+            ubq = AsyncSearch()
+            ubq = ubq.script(source="ctx._source.likes++"")
+            ubq = ubq.script(source="ctx._source.likes += params.f"",
+                         lang="expression",
+                         params={'f': 3})
+        """
+        ubq = self._clone()
+        if ubq._script:
+            ubq._script = {}
+        ubq._script.update(kwargs)
+        return ubq
+
+    def to_dict(self, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request'ubq body.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        if self._script:
+            d["script"] = self._script
+
+        d.update(recursive_to_dict(self._extra))
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    async def execute(self) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+        """
+        opensearch = await get_connection(self._using)
+
+        self._response = self._response_class(
+            self,
+            await opensearch.update_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            ),
+        )
+        return self._response
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/http_aiohttp.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/http_aiohttp.py
new file mode 100644
index 000000000..c49fd5747
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/http_aiohttp.py
@@ -0,0 +1,395 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import asyncio
+import os
+import ssl
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+import urllib3
+
+from ..compat import reraise_exceptions, urlencode
+from ..connection.base import Connection
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from ._extra_imports import aiohttp, aiohttp_exceptions, yarl  # type: ignore
+from .compat import get_running_loop
+
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+class AsyncConnection(Connection):
+    """Base class for Async HTTP connection implementations"""
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        raise NotImplementedError()
+
+    async def close(self) -> None:
+        raise NotImplementedError()
+
+
+class AIOHttpConnection(AsyncConnection):
+    session: aiohttp.ClientSession
+    ssl_assert_fingerprint: Optional[str]
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        url_prefix: str = "",
+        timeout: int = 10,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        maxsize: Optional[int] = 10,
+        headers: Any = None,
+        ssl_context: Any = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        loop: Any = None,
+        trust_env: Optional[bool] = False,
+        **kwargs: Any
+    ) -> None:
+        """
+        Default connection class for ``AsyncOpenSearch`` using the `aiohttp` library and the http protocol.
+
+        :arg host: hostname of the node (default: localhost)
+        :arg port: port to use (integer, default: 9200)
+        :arg url_prefix: optional url prefix for opensearch
+        :arg timeout: default timeout in seconds (float, default: 10)
+        :arg http_auth: optional http auth information as either ':' separated
+            string or a tuple
+        :arg use_ssl: use ssl for the connection if `True`
+        :arg verify_certs: whether to verify SSL certificates
+        :arg ssl_show_warn: show warning when verify certs is disabled
+        :arg ca_certs: optional path to CA bundle.
+            See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
+            for instructions how to get default set
+        :arg client_cert: path to the file containing the private key and the
+            certificate, or cert only if using client_key
+        :arg client_key: path to the file containing the private key if using
+            separate cert and key files (client_cert will contain only the cert)
+        :arg ssl_version: version of the SSL protocol to use. Choices are:
+            SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
+            ``ssl`` module for exact options for your environment).
+        :arg ssl_assert_hostname: use hostname verification if not `False`
+        :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
+        :arg maxsize: the number of connections which will be kept open to this
+            host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
+            information.
+        :arg headers: any custom http headers to be add to requests
+        :arg http_compress: Use gzip compression
+        :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+            For tracing all requests made by this transport.
+        :arg loop: asyncio Event Loop to use with aiohttp. This is set by default to the currently running loop.
+        """
+
+        self.headers = {}
+
+        super().__init__(
+            host=host,
+            port=port,
+            url_prefix=url_prefix,
+            timeout=timeout,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = ":".join(http_auth)
+            self.headers.update(urllib3.make_headers(basic_auth=http_auth))
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        self.ssl_assert_fingerprint = ssl_assert_fingerprint
+        if self.use_ssl and ssl_context is None:
+            if ssl_version is None:
+                ssl_context = ssl.create_default_context()
+            else:
+                ssl_context = ssl.SSLContext(ssl_version)
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            if verify_certs:
+                ssl_context.verify_mode = ssl.CERT_REQUIRED
+                ssl_context.check_hostname = True
+            else:
+                ssl_context.check_hostname = False
+                ssl_context.verify_mode = ssl.CERT_NONE
+
+            if ca_certs is None:
+                ca_certs = self.default_ca_certs()
+
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+                if os.path.isfile(ca_certs):
+                    ssl_context.load_verify_locations(cafile=ca_certs)
+                elif os.path.isdir(ca_certs):
+                    ssl_context.load_verify_locations(capath=ca_certs)
+                else:
+                    raise ImproperlyConfigured("ca_certs parameter is not a path")
+            else:
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+
+            # Use client_cert and client_key variables for SSL certificate configuration.
+            if client_cert and not os.path.isfile(client_cert):
+                raise ImproperlyConfigured("client_cert is not a path to a file")
+            if client_key and not os.path.isfile(client_key):
+                raise ImproperlyConfigured("client_key is not a path to a file")
+            if client_cert and client_key:
+                ssl_context.load_cert_chain(client_cert, client_key)
+            elif client_cert:
+                ssl_context.load_cert_chain(client_cert)
+
+        self.headers.setdefault("connection", "keep-alive")
+        self.loop = loop
+        self.session = None
+
+        # Parameters for creating an aiohttp.ClientSession later.
+        self._limit = maxsize
+        self._http_auth = http_auth
+        self._ssl_context = ssl_context
+        self._trust_env = trust_env
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.session is None:
+            await self._create_aiohttp_session()
+        assert self.session is not None
+
+        orig_body = body
+        url_path = self.url_prefix + url
+        if params:
+            query_string = urlencode(params)
+        else:
+            query_string = ""
+
+        # There is a bug in aiohttp that disables the re-use
+        # of the connection in the pool when method=HEAD.
+        # See: aio-libs/aiohttp#1769
+        is_head = False
+        if method == "HEAD":
+            method = "GET"
+            is_head = True
+
+        # Top-tier tip-toeing happening here. Basically
+        # because Pip's old resolver is bad and wipes out
+        # strict pins in favor of non-strict pins of extras
+        # our [async] extra overrides aiohttp's pin of
+        # yarl. yarl released breaking changes, aiohttp pinned
+        # defensively afterwards, but our users don't get
+        # that nice pin that aiohttp set. :( So to play around
+        # this super-defensively we try to import yarl, if we can't
+        # then we pass a string into ClientSession.request() instead.
+        if yarl:
+            # Provide correct URL object to avoid string parsing in low-level code
+            url = yarl.URL.build(
+                scheme=self.scheme,
+                host=self.hostname,
+                port=self.port,
+                path=url_path,
+                query_string=query_string,
+                encoded=True,
+            )
+        else:
+            url = self.url_prefix + url
+            if query_string:
+                url = "%s?%s" % (url, query_string)
+            url = self.host + url
+
+        timeout = aiohttp.ClientTimeout(
+            total=timeout if timeout is not None else self.timeout
+        )
+
+        req_headers = self.headers.copy()
+        if headers:
+            req_headers.update(headers)
+
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            req_headers["content-encoding"] = "gzip"
+
+        start = self.loop.time()
+        try:
+            async with self.session.request(
+                method,
+                url,
+                data=body,
+                headers=req_headers,
+                timeout=timeout,
+                fingerprint=self.ssl_assert_fingerprint,
+            ) as response:
+                if is_head:  # We actually called 'GET' so throw away the data.
+                    await response.release()
+                    raw_data = ""
+                else:
+                    raw_data = await response.text()
+                duration = self.loop.time() - start
+
+        # We want to reraise a cancellation or recursion error.
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                url,
+                url_path,
+                orig_body,
+                self.loop.time() - start,
+                exception=e,
+            )
+            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(
+                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
+            ):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.getall("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method,
+                url,
+                url_path,
+                orig_body,
+                duration,
+                status_code=response.status,
+                response=raw_data,
+            )
+            self._raise_error(
+                response.status,
+                raw_data,
+                response.headers.get("content-type"),
+            )
+
+        self.log_request_success(
+            method, url, url_path, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    async def close(self) -> Any:
+        """
+        Explicitly closes connection
+        """
+        if self.session:
+            await self.session.close()
+            self.session = None
+
+    async def _create_aiohttp_session(self) -> Any:
+        """Creates an aiohttp.ClientSession(). This is delayed until
+        the first call to perform_request() so that AsyncTransport has
+        a chance to set AIOHttpConnection.loop
+        """
+        if self.loop is None:
+            self.loop = get_running_loop()
+        self.session = aiohttp.ClientSession(
+            headers=self.headers,
+            skip_auto_headers=("accept", "accept-encoding"),
+            auto_decompress=True,
+            loop=self.loop,
+            cookie_jar=aiohttp.DummyCookieJar(),
+            response_class=OpenSearchClientResponse,
+            connector=aiohttp.TCPConnector(
+                limit=self._limit,
+                use_dns_cache=True,
+                enable_cleanup_closed=True,
+                ssl=self._ssl_context,
+            ),
+            trust_env=self._trust_env,
+        )
+
+
+class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
+    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
+        if self._body is None:
+            await self.read()
+
+        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/alerting.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/alerting.py
new file mode 100644
index 000000000..bf1d4eee7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/alerting.py
@@ -0,0 +1,262 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Union
+
+from ..client.utils import NamespacedClient, _make_path, query_params
+
+
+class AlertingClient(NamespacedClient):
+    @query_params()
+    async def search_monitor(
+        self,
+        body: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the search result for a monitor.
+
+        :arg monitor_id: The configuration for the monitor we are trying to search
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def get_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the details of a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to fetch
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("dryrun")
+    async def run_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Runs/Executes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to execute
+        :arg dryrun: Shows the results of a run without actions sending any message
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def create_monitor(
+        self,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Creates a monitor with inputs, triggers, and actions.
+
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def update_monitor(
+        self,
+        monitor_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Updates a monitor's inputs, triggers, and actions.
+
+        :arg monitor_id: The id of the monitor we are trying to update
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def delete_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Deletes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to delete
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def get_destination(
+        self,
+        destination_id: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the details of a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
+        """
+        return await self.transport.perform_request(
+            "GET",
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def create_destination(
+        self,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Creates a destination for slack, mail, or custom-webhook.
+
+        :arg body: The configuration for the destination
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "destinations"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def update_destination(
+        self,
+        destination_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Updates a destination's inputs, triggers, and actions.
+
+        :arg destination_id: The id of the destination we are trying to update
+        :arg body: The configuration for the destination
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def delete_destination(
+        self,
+        destination_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Deletes a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to delete
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def get_alerts(
+        self, params: Union[Any, None] = None, headers: Union[Any, None] = None
+    ) -> Union[bool, Any]:
+        """
+        Returns all alerts.
+
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "alerts"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def acknowledge_alert(
+        self,
+        monitor_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Acknowledges an alert.
+
+        :arg monitor_id: The id of the monitor, the alert belongs to
+        :arg body: The alerts to be acknowledged
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins",
+                "_alerting",
+                "monitors",
+                monitor_id,
+                "_acknowledge",
+                "alerts",
+            ),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/index_management.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/index_management.py
new file mode 100644
index 000000000..c5084a375
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/index_management.py
@@ -0,0 +1,169 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndexManagementClient(NamespacedClient):
+    @query_params()
+    async def put_policy(
+        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates, or updates, a policy.
+
+        :arg policy: The name of the policy
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def add_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Adds a policy to an index. This operation does not change the policy if the index already has one.
+
+        :arg index: The name of the index to add policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "add", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def get_policy(
+        self, policy: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
+
+        :arg policy: The name of the policy
+        """
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def remove_policy_from_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Removes any ISM policy from the index.
+
+        :arg index: The name of the index to remove policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "remove", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def change_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates the managed index policy to a new policy (or to a new version of the policy).
+
+        :arg index: The name of the index to change policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "change_policy", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def retry(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Retries the failed action for an index.
+
+        :arg index: The name of the index whose is in a failed state
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "retry", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("show_policy")
+    async def explain_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the current state of the index.
+
+        :arg index: The name of the index to explain
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "explain", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def delete_policy(
+        self, policy: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes the policy by `policy_id`.
+
+        :arg policy: The name of the policy to delete
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/knn.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/knn.py
new file mode 100644
index 000000000..033a25595
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/knn.py
@@ -0,0 +1,373 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class KnnClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to delete a particular model in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to retrieve information about models present in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    async def search_models(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Use an OpenSearch query to search for models in the index.
+
+
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg allow_partial_search_results: Indicate if an error should
+            be returned if there is a partial search failure or timeout. Default is
+            True.
+        :arg analyze_wildcard: Specify whether wildcard and prefix
+            queries should be analyzed. Default is false.
+        :arg analyzer: The analyzer to use for the query string.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node. This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: Indicates whether network round-
+            trips should be minimized as part of cross-cluster search requests
+            execution. Default is True.
+        :arg default_operator: The default operator for query string
+            query (AND or OR). Valid choices are AND, OR.
+        :arg df: The field to use as default where no field prefix is
+            given in the query string.
+        :arg docvalue_fields: Comma-separated list of fields to return
+            as the docvalue representation of a field for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg explain: Specify whether to return detailed information
+            about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg lenient: Specify whether format-based query failures (such
+            as providing text to a numeric field) should be ignored.
+        :arg max_concurrent_shard_requests: The number of concurrent
+            shard requests per node this search executes concurrently. This value
+            should be used to limit the impact of the search on the cluster in order
+            to limit the number of concurrent shard requests. Default is 5.
+        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
+            round-trip to prefilter search shards based on query rewriting if the
+            number of shards the search request expands to exceeds the threshold.
+            This filter round-trip can limit the number of shards significantly if
+            for instance a shard can not match any documents based on its rewrite
+            method ie. if date filters are mandatory to match but the shard bounds
+            and the query are disjoint.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg request_cache: Specify if request cache should be used for
+            this request or not, defaults to index level setting.
+        :arg rest_total_hits_as_int: Indicates whether hits.total should
+            be rendered as an integer or an object in the rest search response.
+            Default is false.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg scroll: Specify how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg search_type: Search operation type. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg seq_no_primary_term: Specify whether to return sequence
+            number and primary term of the last modification of each hit.
+        :arg size: Number of hits to return. Default is 10.
+        :arg sort: Comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific 'tag' of the request for logging and
+            statistical purposes.
+        :arg stored_fields: Comma-separated list of stored fields to
+            return.
+        :arg suggest_field: Specify which field to use for suggestions.
+        :arg suggest_mode: Specify suggest mode. Valid choices are
+            missing, popular, always.
+        :arg suggest_size: How many suggestions to return in response.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.
+        :arg terminate_after: The maximum number of documents to collect
+            for each shard, upon reaching which the query execution will terminate
+            early.
+        :arg timeout: Operation timeout.
+        :arg track_scores: Whether to calculate and return scores even
+            if they are not used for sorting.
+        :arg track_total_hits: Indicate if the number of documents that
+            match the query should be tracked.
+        :arg typed_keys: Specify whether aggregation and suggester names
+            should be prefixed by their respective types in the response.
+        :arg version: Whether to return document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_knn/models/_search",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def stats(
+        self,
+        node_id: Any = None,
+        stat: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides information about the current status of the k-NN plugin.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg stat: Comma-separated list of stats to retrieve; use `_all`
+            or empty string to retrieve all stats.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", node_id, "stats", stat),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "preference", "pretty", "source"
+    )
+    async def train_model(
+        self,
+        body: Any,
+        model_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create and train a model that can be used for initializing k-NN native library
+        indexes during indexing.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Preferred node to execute training.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_knn", "models", model_id, "_train"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def warmup(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Preloads native library files into memory, reducing initial search latency for
+        specified indexes.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "warmup", index),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/notifications.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/notifications.py
new file mode 100644
index 000000000..0a7e38a1d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/notifications.py
@@ -0,0 +1,351 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class NotificationsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a channel configuration.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "config_id",
+        "config_id_list",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def delete_configs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete multiple channel configurations.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg config_id_list: A comma-separated list of channel IDs to
+            delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a specific channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "chime.url",
+        "chime.url.keyword",
+        "config_type",
+        "created_time_ms",
+        "description",
+        "description.keyword",
+        "email.email_account_id",
+        "email.email_group_id_list",
+        "email.recipient_list.recipient",
+        "email.recipient_list.recipient.keyword",
+        "email_group.recipient_list.recipient",
+        "email_group.recipient_list.recipient.keyword",
+        "error_trace",
+        "filter_path",
+        "human",
+        "is_enabled",
+        "last_updated_time_ms",
+        "microsoft_teams.url",
+        "microsoft_teams.url.keyword",
+        "name",
+        "name.keyword",
+        "pretty",
+        "query",
+        "ses_account.from_address",
+        "ses_account.from_address.keyword",
+        "ses_account.region",
+        "ses_account.role_arn",
+        "ses_account.role_arn.keyword",
+        "slack.url",
+        "slack.url.keyword",
+        "smtp_account.from_address",
+        "smtp_account.from_address.keyword",
+        "smtp_account.host",
+        "smtp_account.host.keyword",
+        "smtp_account.method",
+        "sns.role_arn",
+        "sns.role_arn.keyword",
+        "sns.topic_arn",
+        "sns.topic_arn.keyword",
+        "source",
+        "text_query",
+        "webhook.url",
+        "webhook.url.keyword",
+    )
+    async def get_configs(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get multiple channel configurations with filtering.
+
+
+        :arg config_type: Type of notification configuration. Valid
+            choices are slack, chime, microsoft_teams, webhook, email, sns,
+            ses_account, smtp_account, email_group.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_features(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List supported channel configurations.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_notifications/features", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def send_test(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Send a test notification.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "feature", "test", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_config(
+        self,
+        config_id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Update channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (config_id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_channels(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List created notification channels.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/rollups.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/rollups.py
new file mode 100644
index 000000000..5a4f7091d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/rollups.py
@@ -0,0 +1,235 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class RollupsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a rollup's current status.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get an index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create or update index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Stop rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/transforms.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/transforms.py
new file mode 100644
index 000000000..231d02eec
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/transforms.py
@@ -0,0 +1,308 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TransformsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete an index transform.
+
+
+        :arg id: Transform to delete
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to explain
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def preview(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a preview of what a transformed index would look like.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create an index transform, or update a transform if if_seq_no and
+        if_primary_term are provided.
+
+
+        :arg id: Transform to create/update
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "from_",
+        "human",
+        "pretty",
+        "search",
+        "size",
+        "sortDirection",
+        "sortField",
+        "source",
+    )
+    async def search(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the details of all transform jobs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: The starting transform to return. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search: The search term to use to filter results.
+        :arg size: Specifies the number of transforms to return. Default
+            is 10.
+        :arg sortDirection: Specifies the direction to sort results in.
+            Can be ASC or DESC. Default is ASC.
+        :arg sortField: The field to sort results with.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_transform", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start transform.
+
+
+        :arg id: Transform to start
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        stop transform.
+
+
+        :arg id: Transform to stop
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/transport.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/transport.py
new file mode 100644
index 000000000..69db28d9b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/transport.py
@@ -0,0 +1,454 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import asyncio
+import logging
+from itertools import chain
+from typing import Any, Collection, Mapping, Optional, Type, Union
+
+from opensearchpy.connection.base import Connection
+from opensearchpy.serializer import Serializer
+
+from ..connection_pool import ConnectionPool
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    SerializationError,
+    TransportError,
+)
+from ..serializer import JSONSerializer
+from ..transport import Transport, get_host_info
+from .compat import get_running_loop
+from .http_aiohttp import AIOHttpConnection
+
+logger = logging.getLogger("opensearch")
+
+
+class AsyncTransport(Transport):
+    """
+    Encapsulation of transport-related to logic. Handles instantiation of the
+    individual connections as well as creating a connection pool to hold them.
+
+    Main interface is the `perform_request` method.
+    """
+
+    DEFAULT_CONNECTION_CLASS = AIOHttpConnection
+
+    sniffing_task: Any = None
+
+    def __init__(
+        self,
+        hosts: Any,
+        connection_class: Any = None,
+        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
+        host_info_callback: Any = get_host_info,
+        sniff_on_start: bool = False,
+        sniffer_timeout: Any = None,
+        sniff_timeout: float = 0.1,
+        sniff_on_connection_fail: bool = False,
+        serializer: Serializer = JSONSerializer(),
+        serializers: Any = None,
+        default_mimetype: str = "application/json",
+        max_retries: int = 3,
+        retry_on_status: Any = (502, 503, 504),
+        retry_on_timeout: bool = False,
+        send_get_body_as: str = "GET",
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of dictionaries, each containing keyword arguments to
+            create a `connection_class` instance
+        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
+        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
+        :arg host_info_callback: callback responsible for taking the node information from
+            `/_cluster/nodes`, along with already extracted information, and
+            producing a list of arguments (same as `hosts` parameter)
+        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
+            from the cluster at startup time
+        :arg sniffer_timeout: number of seconds between automatic sniffs
+        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
+        :arg sniff_timeout: timeout used for the sniff request - it should be a
+            fast api call and we are talking potentially to more nodes so we want
+            to fail quickly. Not used during initial sniffing (if
+            ``sniff_on_start`` is on) when the connection still isn't
+            initialized.
+        :arg serializer: serializer instance
+        :arg serializers: optional dict of serializer instances that will be
+            used for deserializing data coming from the server. (key is the mimetype)
+        :arg default_mimetype: when no mimetype is specified by the server
+            response assume this mimetype, defaults to `'application/json'`
+        :arg max_retries: maximum number of retries before an exception is propagated
+        :arg retry_on_status: set of HTTP status codes on which we should retry
+            on a different node. defaults to ``(502, 503, 504)``
+        :arg retry_on_timeout: should timeout trigger a retry on different
+            node? (default `False`)
+        :arg send_get_body_as: for GET requests with body this option allows
+            you to specify an alternate way of execution for environments that
+            don't support passing bodies with GET requests. If you set this to
+            'POST' a POST method will be used instead, if to 'source' then the body
+            will be serialized and passed as a query parameter `source`.
+
+        Any extra keyword arguments will be passed to the `connection_class`
+        when creating and instance unless overridden by that connection's
+        options provided as part of the hosts parameter.
+        """
+        self.sniffing_task = None
+        self.loop: Any = None
+        self._async_init_called = False
+        self._sniff_on_start_event: Optional[asyncio.Event] = None
+
+        super(AsyncTransport, self).__init__(
+            hosts=[],
+            connection_class=connection_class,
+            connection_pool_class=connection_pool_class,
+            host_info_callback=host_info_callback,
+            sniff_on_start=False,
+            sniffer_timeout=sniffer_timeout,
+            sniff_timeout=sniff_timeout,
+            sniff_on_connection_fail=sniff_on_connection_fail,
+            serializer=serializer,
+            serializers=serializers,
+            default_mimetype=default_mimetype,
+            max_retries=max_retries,
+            retry_on_status=retry_on_status,
+            retry_on_timeout=retry_on_timeout,
+            send_get_body_as=send_get_body_as,
+            **kwargs
+        )
+
+        # Since we defer connections / sniffing to not occur
+        # within the constructor we never want to signal to
+        # our parent to 'sniff_on_start' or non-empty 'hosts'.
+        self.hosts = hosts
+        self.sniff_on_start = sniff_on_start
+
+    async def _async_init(self) -> None:
+        """This is our stand-in for an async constructor. Everything
+        that was deferred within __init__() should be done here now.
+
+        This method will only be called once per AsyncTransport instance
+        and is called from one of AsyncOpenSearch.__aenter__(),
+        AsyncTransport.perform_request() or AsyncTransport.get_connection()
+        """
+        # Detect the async loop we're running in and set it
+        # on all already created HTTP connections.
+        self.loop = get_running_loop()
+        self.kwargs["loop"] = self.loop
+
+        # Now that we have a loop we can create all our HTTP connections...
+        self.set_connections(self.hosts)
+        self.seed_connections = list(self.connection_pool.connections[:])
+
+        # ... and we can start sniffing in the background.
+        if self.sniffing_task is None and self.sniff_on_start:
+            # Create an asyncio.Event for future calls to block on
+            # until the initial sniffing task completes.
+            self._sniff_on_start_event = asyncio.Event()
+
+            try:
+                self.last_sniff = self.loop.time()
+                self.create_sniff_task(initial=True)
+
+                # Since this is the first one we wait for it to complete
+                # in case there's an error it'll get raised here.
+                await self.sniffing_task  # type: ignore
+
+            # If the task gets cancelled here it likely means the
+            # transport got closed.
+            except asyncio.CancelledError:
+                pass
+
+            # Once we exit this section we want to unblock any _async_calls()
+            # that are blocking on our initial sniff attempt regardless of it
+            # was successful or not.
+            finally:
+                self._sniff_on_start_event.set()
+
+    async def _async_call(self) -> None:
+        """This method is called within any async method of AsyncTransport
+        where the transport is not closing. This will check to see if we should
+        call our _async_init() or create a new sniffing task
+        """
+        if not self._async_init_called:
+            self._async_init_called = True
+            await self._async_init()
+
+        # If the initial sniff_on_start hasn't returned yet
+        # then we need to wait for node information to come back
+        # or for the task to be cancelled via AsyncTransport.close()
+        if self._sniff_on_start_event and not self._sniff_on_start_event.is_set():
+            # This is already a no-op if the event is set but we try to
+            # avoid an 'await' by checking 'not event.is_set()' above first.
+            await self._sniff_on_start_event.wait()
+
+        if self.sniffer_timeout:
+            if self.loop.time() >= self.last_sniff + self.sniffer_timeout:
+                self.create_sniff_task()
+
+    async def _get_node_info(self, conn: Any, initial: Any) -> Any:
+        try:
+            # use small timeout for the sniffing request, should be a fast api call
+            _, headers, node_info = await conn.perform_request(
+                "GET",
+                "/_nodes/_all/http",
+                timeout=self.sniff_timeout if not initial else None,
+            )
+            return self.deserializer.loads(node_info, headers.get("content-type"))
+        except Exception:
+            pass
+        return None
+
+    async def _get_sniff_data(self, initial: Any = False) -> Any:
+        previous_sniff = self.last_sniff
+
+        # reset last_sniff timestamp
+        self.last_sniff = self.loop.time()
+
+        # use small timeout for the sniffing request, should be a fast api call
+        timeout = self.sniff_timeout if not initial else None
+
+        def _sniff_request(conn: Any) -> Any:
+            return self.loop.create_task(
+                conn.perform_request("GET", "/_nodes/_all/http", timeout=timeout)
+            )
+
+        # Go through all current connections as well as the
+        # seed_connections for good measure
+        tasks = []
+        for conn in self.connection_pool.connections:
+            tasks.append(_sniff_request(conn))
+        for conn in self.seed_connections:
+            # Ensure that we don't have any duplication within seed_connections.
+            if conn in self.connection_pool.connections:
+                continue
+            tasks.append(_sniff_request(conn))
+
+        done: Any = ()
+        try:
+            while tasks:
+
+                # execute sniff requests in parallel, wait for first to return
+                done, tasks = await asyncio.wait(
+                    tasks, return_when=asyncio.FIRST_COMPLETED
+                )
+                # go through all the finished tasks
+                for t in done:
+                    try:
+                        _, headers, node_info = t.result()
+
+                        # Lowercase all the header names for consistency in accessing them.
+                        headers = {
+                            header.lower(): value for header, value in headers.items()
+                        }
+
+                        node_info = self.deserializer.loads(
+                            node_info, headers.get("content-type")
+                        )
+                    except (ConnectionError, SerializationError):
+                        continue
+                    node_info = list(node_info["nodes"].values())
+                    return node_info
+            else:
+                # no task has finished completely
+                raise TransportError("N/A", "Unable to sniff hosts.")
+        except Exception:
+            # keep the previous value on error
+            self.last_sniff = previous_sniff
+            raise
+        finally:
+            # Cancel all the pending tasks
+            for task in chain(done, tasks):
+                task.cancel()
+
+    async def sniff_hosts(self, initial: bool = False) -> Any:
+        """Either spawns a sniffing_task which does regular sniffing
+        over time or does a single sniffing session and awaits the results.
+        """
+        # Without a loop we can't do anything.
+        if not self.loop:
+            if initial:
+                raise RuntimeError("Event loop not running on initial sniffing task")
+            return
+
+        node_info = await self._get_sniff_data(initial)
+        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
+
+        # we weren't able to get any nodes, maybe using an incompatible
+        # transport_schema or host_info_callback blocked all - raise error.
+        if not hosts:
+            raise TransportError(
+                "N/A", "Unable to sniff hosts - no viable hosts found."
+            )
+
+        # remember current live connections
+        orig_connections = self.connection_pool.connections[:]
+        self.set_connections(hosts)
+        # close those connections that are not in use any more
+        for c in orig_connections:
+            if c not in self.connection_pool.connections:
+                await c.close()
+
+    def create_sniff_task(self, initial: bool = False) -> None:
+        """
+        Initiate a sniffing task. Make sure we only have one sniff request
+        running at any given time. If a finished sniffing request is around,
+        collect its result (which can raise its exception).
+        """
+        if self.sniffing_task and self.sniffing_task.done():
+            try:
+                if self.sniffing_task is not None:
+                    self.sniffing_task.result()
+            finally:
+                self.sniffing_task = None
+
+        if self.sniffing_task is None:
+            self.sniffing_task = self.loop.create_task(self.sniff_hosts(initial))
+
+    def mark_dead(self, connection: Connection) -> None:
+        """
+        Mark a connection as dead (failed) in the connection pool. If sniffing
+        on failure is enabled this will initiate the sniffing process.
+
+        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
+        """
+        self.connection_pool.mark_dead(connection)
+        if self.sniff_on_connection_fail:
+            self.create_sniff_task()
+
+    def get_connection(self) -> Any:
+        return self.connection_pool.get_connection()
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        """
+        Perform the actual request. Retrieve a connection from the connection
+        pool, pass all the information to its perform_request method and
+        return the data.
+
+        If an exception was raised, mark the connection as failed and retry (up
+        to `max_retries` times).
+
+        If the operation was successful and the connection used was previously
+        marked as dead, mark it as live, resetting its failure count.
+
+        :arg method: HTTP method to use
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        await self._async_call()
+
+        method, params, body, ignore, timeout = self._resolve_request_args(
+            method, params, body
+        )
+
+        for attempt in range(self.max_retries + 1):
+            connection = self.get_connection()
+
+            try:
+                status, headers_response, data = await connection.perform_request(
+                    method,
+                    url,
+                    params,
+                    body,
+                    headers=headers,
+                    ignore=ignore,
+                    timeout=timeout,
+                )
+
+                # Lowercase all the header names for consistency in accessing them.
+                headers_response = {
+                    header.lower(): value for header, value in headers_response.items()
+                }
+            except TransportError as e:
+                if method == "HEAD" and e.status_code == 404:
+                    return False
+
+                retry = False
+                if isinstance(e, ConnectionTimeout):
+                    retry = self.retry_on_timeout
+                elif isinstance(e, ConnectionError):
+                    retry = True
+                elif e.status_code in self.retry_on_status:
+                    retry = True
+
+                if retry:
+                    try:
+                        # only mark as dead if we are retrying
+                        self.mark_dead(connection)
+                    except TransportError:
+                        # If sniffing on failure, it could fail too. Catch the
+                        # exception not to interrupt the retries.
+                        pass
+                    # raise exception on last retry
+                    if attempt == self.max_retries:
+                        raise e
+                else:
+                    raise e
+
+            else:
+                # connection didn't fail, confirm its live status
+                self.connection_pool.mark_live(connection)
+
+                if method == "HEAD":
+                    return 200 <= status < 300
+
+                if data:
+                    data = self.deserializer.loads(
+                        data, headers_response.get("content-type")
+                    )
+                return data
+
+    async def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        if self.sniffing_task:
+            try:
+                self.sniffing_task.cancel()
+                await self.sniffing_task
+            except asyncio.CancelledError:
+                pass
+            self.sniffing_task = None
+
+        for connection in self.connection_pool.connections:
+            await connection.close()
+
+
+__all__ = ["TransportError"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_version.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_version.py
new file mode 100644
index 000000000..1bc96b453
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_version.py
@@ -0,0 +1,27 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+__versionstr__: str = "2.6.0"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/__init__.py
new file mode 100644
index 000000000..c43b54a23
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/__init__.py
@@ -0,0 +1,3064 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from __future__ import unicode_literals
+
+import logging
+from typing import Any, Type
+
+from ..transport import Transport, TransportError
+from .cat import CatClient
+from .client import Client
+from .cluster import ClusterClient
+from .dangling_indices import DanglingIndicesClient
+from .features import FeaturesClient
+from .http import HttpClient
+from .indices import IndicesClient
+from .ingest import IngestClient
+from .nodes import NodesClient
+from .plugins import PluginsClient
+from .remote import RemoteClient
+from .remote_store import RemoteStoreClient
+from .search_pipeline import SearchPipelineClient
+from .security import SecurityClient
+from .snapshot import SnapshotClient
+from .tasks import TasksClient
+from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
+
+logger = logging.getLogger("opensearch")
+
+
+class OpenSearch(Client):
+    """
+    OpenSearch client. Provides a straightforward mapping from
+    Python to OpenSearch REST endpoints.
+
+    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
+    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
+    :class:`~opensearchpy.client.CatClient`,
+    :class:`~opensearchpy.client.ClusterClient`,
+    :class:`~opensearchpy.client.IndicesClient`,
+    :class:`~opensearchpy.client.IngestClient`,
+    :class:`~opensearchpy.client.NodesClient`,
+    :class:`~opensearchpy.client.SnapshotClient` and
+    :class:`~opensearchpy.client.TasksClient` respectively. This is the
+    preferred (and only supported) way to get access to those classes and their
+    methods.
+
+    You can specify your own connection class which should be used by providing
+    the ``connection_class`` parameter::
+
+        # create connection to localhost using the ThriftConnection
+        client = OpenSearch(connection_class=ThriftConnection)
+
+    If you want to turn on sniffing you have several options (described
+    in :class:`~opensearchpy.Transport`)::
+
+        # create connection that will automatically inspect the cluster to get
+        # the list of active nodes. Start with nodes running on
+        # 'opensearchnode1' and 'opensearchnode2'
+        client = OpenSearch(
+            ['opensearchnode1', 'opensearchnode2'],
+            # sniff before doing anything
+            sniff_on_start=True,
+            # refresh nodes after a node fails to respond
+            sniff_on_connection_fail=True,
+            # and also every 60 seconds
+            sniffer_timeout=60
+        )
+
+    Different hosts can have different parameters, use a dictionary per node to
+    specify those::
+
+        # connect to localhost directly and another node using SSL on port 443
+        # and an url_prefix. Note that ``port`` needs to be an int.
+        client = OpenSearch([
+            {'host': 'localhost'},
+            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
+        ])
+
+    If using SSL, there are several parameters that control how we deal with
+    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs'
+        )
+
+    If using SSL, but don't verify the certs, a warning message is showed
+    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # no verify SSL certificates
+            verify_certs=False,
+            # don't show warnings about ssl certs verification
+            ssl_show_warn=False
+        )
+
+    SSL client authentication is supported
+    (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs',
+            # PEM formatted SSL client certificate
+            client_cert='/path/to/clientcert.pem',
+            # PEM formatted SSL client key
+            client_key='/path/to/clientkey.pem'
+        )
+
+    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
+    in conflict with other options::
+
+        client = OpenSearch(
+            [
+                'http://user:secret@localhost:9200/',
+                'https://user:secret@other_host:443/production'
+            ],
+            verify_certs=True
+        )
+
+    By default, `JSONSerializer
+    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
+    is used to encode all outgoing requests.
+    However, you can implement your own custom serializer::
+
+        from opensearchpy.serializer import JSONSerializer
+
+        class SetEncoder(JSONSerializer):
+            def default(self, obj):
+                if isinstance(obj, set):
+                    return list(obj)
+                if isinstance(obj, Something):
+                    return 'CustomSomethingRepresentation'
+                return JSONSerializer.default(self, obj)
+
+        client = OpenSearch(serializer=SetEncoder())
+
+    """
+
+    # include PIT functions inside _patch.py
+    from ._patch import (  # type: ignore
+        create_point_in_time,
+        delete_point_in_time,
+        list_all_point_in_time,
+    )
+
+    def __init__(
+        self,
+        hosts: Any = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        super().__init__(hosts, transport_class, **kwargs)
+
+        # namespaced clients for compatibility with API names
+        self.search_pipeline = SearchPipelineClient(self)
+        self.cat = CatClient(self)
+        self.cluster = ClusterClient(self)
+        self.dangling_indices = DanglingIndicesClient(self)
+        self.indices = IndicesClient(self)
+        self.ingest = IngestClient(self)
+        self.nodes = NodesClient(self)
+        self.remote = RemoteClient(self)
+        self.security = SecurityClient(self)
+        self.snapshot = SnapshotClient(self)
+        self.tasks = TasksClient(self)
+        self.remote_store = RemoteStoreClient(self)
+
+        self.features = FeaturesClient(self)
+        self.plugins = PluginsClient(self)
+        self.http = HttpClient(self)
+
+    def __repr__(self) -> Any:
+        try:
+            # get a list of all connections
+            cons: Any = self.transport.hosts
+            # truncate to 5 if there are too many
+            if len(cons) > 5:
+                cons = cons[:5] + ["..."]
+            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
+        except Exception:
+            # probably operating on custom transport and connection_pool, ignore
+            return super(OpenSearch, self).__repr__()
+
+    def __enter__(self) -> Any:
+        if hasattr(self.transport, "_async_call"):
+            self.transport._async_call()
+        return self
+
+    def __exit__(self, *_: Any) -> None:
+        self.close()
+
+    def close(self) -> None:
+        """Closes the Transport and all internal connections"""
+        self.transport.close()
+
+    # AUTO-GENERATED-API-DEFINITIONS #
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def ping(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns whether the cluster is running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        try:
+            return self.transport.perform_request(
+                "HEAD", "/", params=params, headers=headers
+            )
+        except TransportError:
+            return False
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the cluster.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def create(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a new document in the index.  Returns a 409 response when a document
+        with a same ID already exists in the index.
+
+
+        :arg index: Name of the data stream or index to target. If the
+            target doesn’t exist and matches the name or wildcard (`*`) pattern of
+            an index template with a `data_stream` definition, this request creates
+            the data stream. If the target doesn’t exist and doesn’t match a data
+            stream template, this request creates the index.
+        :arg id: Unique identifier for the document.
+        :arg body: The document
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_create", id)
+
+        return self.transport.perform_request(
+            "PUT", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "op_type",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def index(
+        self,
+        index: Any,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a document in an index.
+
+
+        :arg index: Name of the data stream or index to target.
+        :arg body: The document
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg op_type: Set to create to only index the document if it
+            does not already exist (put if absent).If a document with the specified
+            `_id` already exists, the indexing operation will fail.Same as using the
+            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
+            id is specified, it defaults to `index`.Otherwise, it defaults to
+            `create`.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the destination must be an index
+            alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST" if id in SKIP_IN_PATH else "PUT",
+            _make_path(index, "_doc", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def bulk(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to perform multiple index/update/delete operations in a single request.
+
+
+        :arg body: The operation definition and data (action-data
+            pairs), separated by newlines
+        :arg index: Name of the data stream, index, or index alias to
+            perform bulk actions on.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the request’s actions must target
+            an index alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each action waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_bulk"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def clear_scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Explicitly clears the search context for a scroll.
+
+
+        :arg body: Comma-separated list of scroll IDs to clear if none
+            was specified via the scroll_id parameter
+        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
+            clear all scroll IDs, use `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": [scroll_id]}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return self.transport.perform_request(
+            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "min_score",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "terminate_after",
+    )
+    def count(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns number of documents matching a query.
+
+
+        :arg body: Query to restrict the results specified with the
+            Query DSL (optional)
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed.This parameter can only be used when the `q` query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices are ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg min_score: Sets the minimum `_score` value that documents
+            must have to be included in the result.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_count"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def delete(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes a document from the index.
+
+
+        :arg index: Name of the target index.
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def delete_by_query(
+        self,
+        index: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes documents matching the provided query.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if delete by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid values are: `all`,
+            `open`, `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.Defaults to the index-level setting.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search
+            request.Defaults to no timeout.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each deletion request waits for active
+            shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_delete_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def delete_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Delete By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_delete_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    def exists(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    def exists_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document source exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return self.transport.perform_request(
+            "HEAD", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "filter_path",
+        "human",
+        "lenient",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    def explain(
+        self,
+        index: Any,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about why a specific matches (or doesn't match) a query.
+
+
+        :arg index: Index names used to limit the request. Only a single
+            index name can be provided to this parameter.
+        :arg id: Defines the document ID.
+        :arg body: The query definition using the Query DSL
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string. Default is _all.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return in the response.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_explain", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_unmapped",
+        "pretty",
+        "source",
+    )
+    def field_caps(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about the capabilities of fields among multiple
+        indices.
+
+
+        :arg body: An index filter specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (*). To target all
+            data streams and indices, omit this parameter or use * or _all.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias,or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a requesttargeting `foo*,bar*`
+            returns an error if an index starts with foo but no index starts with
+            bar.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fields: Comma-separated list of fields to retrieve
+            capabilities for. Wildcard (`*`) expressions are supported.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg include_unmapped: If true, unmapped fields are included in
+            the response. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_field_caps"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    def get(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    def get_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the source of a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: Boolean) If true, the request is real-time as
+            opposed to near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return self.transport.perform_request(
+            "GET", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    def mget(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to get multiple documents in one request.
+
+
+        :arg body: Document identifiers; can be either `docs`
+            (containing full document information) or `ids` (when index is provided
+            in the URL.
+        :arg index: Name of the index to retrieve documents from when
+            `ids` are specified, or when a document in the `docs` array does not
+            specify an index.
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query parameter.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned. You can exclude fields from this subset
+            using the `_source_excludes` query parameter.If the `_source` parameter
+            is `false`, this parameter is ignored.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, the request refreshes relevant shards
+            before retrieving documents.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: If `true`, retrieves the document fields
+            stored in the index rather than the document `_source`.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_mget"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def msearch(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases to search.
+        :arg ccs_minimize_roundtrips: If true, network roundtrips
+            between the coordinating node and remote clusters are minimized for
+            cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the multi search API can execute.
+        :arg max_concurrent_shard_requests: Maximum number of concurrent
+            shard requests that each sub-search request executes per node. Default
+            is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold. This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method i.e., if date filters are mandatory to match but
+            the shard bounds and the query are disjoint.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, hits.total are returned as
+            an integer in the response. Defaults to false, which returns an object.
+            Default is false.
+        :arg search_type: Indicates whether global term and document
+            frequencies should be used when scoring returned documents. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: Specifies whether aggregation and suggester
+            names should be prefixed by their respective types in the response.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def msearch_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search template operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the API can run.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If `true`, the response returns
+            `hits.total` as an integer.If `false`, it returns `hits.total` as an
+            object. Default is false.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "ids",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    def mtermvectors(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns multiple termvectors in one request.
+
+
+        :arg body: Define ids, documents, parameters or a list of
+            parameters per document here. You must at least provide a list of
+            document ids. See documentation.
+        :arg index: Name of the index that contains the documents.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ids: A comma-separated list of documents ids. You must
+            define ids as parameter or set "ids" or "docs" in the request body
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If true, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        path = _make_path(index, "_mtermvectors")
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_script(
+        self,
+        id: Any,
+        body: Any,
+        context: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+            Must be unique within the cluster.
+        :arg body: The document
+        :arg context: Context in which the script or search template
+            should run. To prevent errors, the API immediately compiles the script
+            or template in this context.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_scripts", id, context),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "search_type",
+        "source",
+    )
+    def rank_eval(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to evaluate the quality of ranked search results over a set of typical
+        search queries.
+
+
+        :arg body: The ranking evaluation search definition, including
+            search requests, document ratings and ranking metric definition.
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard (`*`) expressions are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search_type: Search operation type
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_rank_eval"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_docs",
+        "pretty",
+        "refresh",
+        "requests_per_second",
+        "scroll",
+        "slices",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def reindex(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to copy documents from one index to another, optionally filtering the
+        source documents by a query, changing the destination index settings, or
+        fetching the documents from a remote cluster.
+
+
+        :arg body: The search definition using the Query DSL and the
+            prototype for the index request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_docs: Maximum number of documents to process. By
+            default, all documents.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, the request refreshes affected shards
+            to make this operation visible to search.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.Defaults to no throttle. Default is 0.
+        :arg scroll: Specifies how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg slices: The number of slices this task should be divided
+            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
+            Valid choices are auto.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each indexing waits for automatic index
+            creation, dynamic mapping updates, and waiting for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_reindex", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def reindex_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Reindex operation.
+
+
+        :arg task_id: Identifier for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_reindex", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def render_search_template(
+        self,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg id: ID of the search template to render. If no `source` is
+            specified, this or the `id` request body parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_render", "template", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def scripts_painless_execute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows an arbitrary script to be executed and a result to be returned.
+
+
+        :arg body: The script to execute
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_scripts/painless/_execute",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "rest_total_hits_as_int",
+        "scroll",
+        "source",
+    )
+    def scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to retrieve a large numbers of results from a single search request.
+
+
+        :arg body: The scroll ID if not passed by URL or query
+            parameter.
+        :arg scroll_id: The scroll ID for scrolled search
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, the API response’s
+            hit.total property is returned as an integer. If false, the API
+            response’s hit.total property is returned as an object. Default is
+            false.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": scroll_id}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return self.transport.perform_request(
+            "POST", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "include_named_queries_score",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_pipeline",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    def search(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns results matching a query.
+
+
+        :arg body: The search definition using the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg _source: Indicates which source fields are returned for
+            matching documents.These fields are returned in the `hits._source`
+            property of the search response.Valid values are:`true` to return the
+            entire document source;`false` to not return the document
+            source;`<string>` to return the source fields that are specified as a
+            comma-separated list (supports wildcard (`*`) patterns).
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query
+            parameter.If the `_source` parameter is `false`, this parameter is
+            ignored.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned.You can exclude fields from this subset using
+            the `_source_excludes` query parameter.If the `_source` parameter is
+            `false`, this parameter is ignored.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg allow_partial_search_results: If true, returns partial
+            results if there are shard request timeouts or shard failures. If false,
+            returns an error with no partial results. Default is True.
+        :arg analyze_wildcard: If true, wildcard and prefix queries are
+            analyzed.This parameter can only be used when the q query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the q query string parameter is
+            specified.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node.This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: If true, network round-trips
+            between the coordinating node and the remote clusters are minimized when
+            executing cross-cluster search (CCS) requests. Default is True.
+        :arg default_operator: The default operator for query string
+            query: AND or OR.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the q query
+            string parameter is specified.
+        :arg docvalue_fields: A comma-separated list of fields to return
+            as the docvalue representation for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg explain: If `true`, returns detailed information about
+            score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting document offset.Needs to be non-negative.By
+            default, you cannot page through more than 10,000 hits using the `from`
+            and `size` parameters.To page through more hits, use the `search_after`
+            parameter. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices will be ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_named_queries_score: Indicates whether
+            hit.matched_queries should be rendered as a map that includes the name
+            of the matched query associated with its score (true) or as an array
+            containing the name of the matched queries (false) Default is false.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be
+            ignored.This parameter can only be used when the `q` query string
+            parameter is specified.
+        :arg max_concurrent_shard_requests: Defines the number of
+            concurrent shard requests per node this search executes
+            concurrently.This value should be used to limit the impact of the search
+            on the cluster in order to limit the number of concurrent shard
+            requests. Default is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold.This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method (if date filters are mandatory to match but the
+            shard bounds and the query are disjoint).When unspecified, the pre-
+            filter phase is executed if any of these conditions is met:the request
+            targets more than 128 shards;the request targets one or more read-only
+            index;the primary sort of the query targets an indexed field.
+        :arg preference: Nodes and shards used for the search.By
+            default, Opensearch selects from eligible nodes and shards using
+            adaptive replica selection, accounting for allocation awareness. Valid
+            values are:`_only_local` to run the search only on shards on the local
+            node;`_local` to, if possible, run the search on shards on the local
+            node, or if not, select shards using the default
+            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
+            specified nodes IDs, where, if suitable shards exist on more than one
+            selected node, use shards on those nodes using the default method, or if
+            none of the specified nodes are available, select shards from any
+            available node using the default method;`_prefer_nodes:<node-id>,<node-
+            id>` to if possible, run the search on the specified nodes IDs, or if
+            not, select shards using the default method;`_shards:<shard>,<shard>` to
+            run the search only on the specified shards;`<custom-string>` (any
+            string that does not start with `_`) to route searches with the same
+            `<custom-string>` to the same shards in the same order. Default is
+            random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax using query
+            parameter search.Query parameter searches do not support the full
+            Opensearch Query DSL but are handy for testing.
+        :arg request_cache: If `true`, the caching of search results is
+            enabled for requests where `size` is `0`.Defaults to index level
+            settings.
+        :arg rest_total_hits_as_int: Indicates whether `hits.total`
+            should be rendered as an integer or an object in the rest search
+            response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+            See Scroll search results.By default, this value cannot exceed `1d` (24
+            hours).You can change this limit using the `search.max_keep_alive`
+            cluster-level setting.
+        :arg search_pipeline: Customizable sequence of processing stages
+            applied to search queries.
+        :arg search_type: How distributed term frequencies are
+            calculated for relevance scoring. Valid choices are query_then_fetch,
+            dfs_query_then_fetch.
+        :arg seq_no_primary_term: If `true`, returns sequence number and
+            primary term of the last modification of each hit.
+        :arg size: Defines the number of hits to return.By default, you
+            cannot page through more than 10,000 hits using the `from` and `size`
+            parameters.To page through more hits, use the `search_after` parameter.
+            Default is 10.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return as part of a hit.If no fields are specified, no stored fields are
+            included in the response.If this field is specified, the `_source`
+            parameter defaults to `false`.You can pass `_source: true` to return
+            both source fields and stored fields in the search response.
+        :arg suggest_field: Specifies which field to use for
+            suggestions.
+        :arg suggest_mode: Specifies the suggest mode.This parameter can
+            only be used when the `suggest_field` and `suggest_text` query string
+            parameters are specified. Valid choices are missing, popular, always.
+        :arg suggest_size: Number of suggestions to return.This
+            parameter can only be used when the `suggest_field` and `suggest_text`
+            query string parameters are specified.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.This parameter can only be used when the
+            `suggest_field` and `suggest_text` query string parameters are
+            specified.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.If set to
+            `0` (default), the query does not terminate early.
+        :arg timeout: Specifies the period of time to wait for a
+            response from each shard.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg track_scores: If `true`, calculate and return document
+            scores, even if the scores are not used for sorting.
+        :arg track_total_hits: Number of hits matching the query to
+            count accurately.If `true`, the exact number of hits is returned at the
+            cost of some performance.If `false`, the response does not include the
+            total number of hits matching the query.
+        :arg typed_keys: If `true`, aggregation and suggester names are
+            be prefixed by their respective types in the response.
+        :arg version: If `true`, returns document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    def search_shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the indices and shards that a search request would be
+        executed against.
+
+
+        :arg index: Returns the indices and shards that a search request
+            would be executed against.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "preference",
+        "pretty",
+        "profile",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def search_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (*).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response includes additional
+            details about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, specified concrete, expanded,
+            or aliased indices are not included in the response when throttled.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg profile: If `true`, the query execution is profiled.
+        :arg rest_total_hits_as_int: If true, hits.total are rendered as
+            an integer in the response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Specifies how long a consistent view of the
+            indexshould be maintained for scrolled search.
+        :arg search_type: The type of the search operation. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    def termvectors(
+        self,
+        index: Any,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information and statistics about terms in the fields of a particular
+        document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg body: Define parameters and or supply a document to get
+            termvectors for. See documentation.
+        :arg id: Unique identifier of the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If `true`, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        path = _make_path(index, "_termvectors", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "lang",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "retry_on_conflict",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def update(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a document with a script or partial document.
+
+
+        :arg index: The name of the index
+        :arg id: Document ID
+        :arg body: The request definition requires either `script` or
+            partial `doc`
+        :arg _source: Set to false to disable source retrieval. You can
+            also specify a comma-separatedlist of the fields you want to retrieve.
+        :arg _source_excludes: Specify the source fields you want to
+            exclude.
+        :arg _source_includes: Specify the source fields you want to
+            retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg lang: The script language. Default is painless.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If 'true', Opensearch refreshes the affected
+            shards to make this operationvisible to search, if 'wait_for' then wait
+            for a refresh to make this operationvisible to search, if 'false' do
+            nothing with refreshes. Valid choices are true, false, wait_for.
+        :arg require_alias: If true, the destination must be an index
+            alias. Default is false.
+        :arg retry_on_conflict: Specify how many times should the
+            operation be retried when a conflict occurs. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for dynamic mapping updates and
+            active shards.This guarantees Opensearch waits for at least the timeout
+            before failing.The actual wait time could be longer, particularly when
+            multiple waits occur.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operations.Set to 'all' or any
+            positive integer up to the total number of shards in the
+            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
+            Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_update", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "pipeline",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def update_by_query(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs an update on every document in the index without changing the source,
+        for example to pick up a mapping change.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if update by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes affected shards to
+            make the operation visible to search.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search request.
+        :arg search_type: The type of the search operation. Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each update request waits for the following
+            operations: dynamic mapping updates, waiting for active shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_update_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def update_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Update By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_update_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_script_context(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all script contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_script_context", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_script_languages(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns available script types, languages and contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_script_language", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_partial_pit_creation",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "keep_alive",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    def create_pit(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates point in time context.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_partial_pit_creation: Allow if point in time can be
+            created with partial failures.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg keep_alive: Specify the keep alive for point in time.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "point_in_time"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_pit(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes one or more point in time searches based on the IDs passed.
+
+
+        :arg body: The point-in-time ids to be deleted
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_search/point_in_time",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_search/point_in_time/_all", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/_patch.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/_patch.py
new file mode 100644
index 000000000..006ae3131
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/_patch.py
@@ -0,0 +1,144 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, query_params
+
+
+@query_params()
+def list_all_point_in_time(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Returns the list of active point in times searches
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'get_all_pits' API instead.
+
+    """
+    warnings.warn(
+        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.get_all_pits(params=params, headers=headers)
+
+
+@query_params(
+    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
+)
+def create_point_in_time(
+    self: Any, index: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Create a point in time that can be used in subsequent searches
+
+
+    :arg index: A comma-separated list of index names to open point
+        in time; use `_all` or empty string to perform the operation on all
+        indices
+    :arg expand_wildcards: Whether to expand wildcard expression to
+        concrete indices that are open, closed or both.  Valid choices: open,
+        closed, hidden, none, all  Default: open
+    :arg ignore_unavailable: Whether specified concrete indices
+        should be ignored when unavailable (missing or closed)
+    :arg keep_alive: Specific the time to live for the point in time
+    :arg preference: Specify the node or shard the operation should
+        be performed on (default: random)
+    :arg routing: Specific routing value
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'create_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.create_pit(index=index, params=params, headers=headers)
+
+
+@query_params()
+def delete_point_in_time(
+    self: Any,
+    body: Any = None,
+    all: bool = False,
+    params: Any = None,
+    headers: Any = None,
+) -> Any:
+    """
+    Delete a point in time
+
+
+    :arg body: a point-in-time id to delete
+    :arg all: set it to `True` to delete all alive point in time.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'delete_all_pits' or 'delete_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    if all:
+        return self.delete_all_pits(params=params, headers=headers)
+    else:
+        return self.delete_pit(body=body, params=params, headers=headers)
+
+
+@query_params()
+def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Checks to see if the Security plugin is up and running.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'health' API instead.
+
+    """
+    warnings.warn(
+        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.health(params=params, headers=headers)
+
+
+@query_params()
+def update_audit_config(
+    self: Any, body: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    A PUT call updates the audit configuration.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'update_audit_configuration' API instead.
+
+    """
+    warnings.warn(
+        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
+        DeprecationWarning,
+    )
+
+    if body in SKIP_IN_PATH:
+        raise ValueError("Empty value passed for a required argument 'body'.")
+
+    return self.update_audit_configuration(params=params, headers=headers, body=body)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cat.py
new file mode 100644
index 000000000..ff90d0618
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cat.py
@@ -0,0 +1,1403 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class CatClient(NamespacedClient):
+    @query_params(
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def aliases(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows information about currently configured aliases to indices including
+        filter and routing infos.
+
+
+        :arg name: A comma-separated list of aliases to retrieve.
+            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
+            or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def all_pit_segments(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point-in-time segments.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def allocation(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a snapshot of how many shards are allocated to each data node and how
+        much disk space they are using.
+
+
+        :arg node_id: Comma-separated list of node identifiers or names
+            used to limit the returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "allocation", node_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def cluster_manager(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/cluster_manager", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def count(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides quick access to the document count of the entire cluster, or
+        individual indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "count", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def fielddata(
+        self,
+        fields: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows how much heap memory is currently being used by fielddata on every data
+        node in the cluster.
+
+
+        :arg fields: Comma-separated list of fields used to limit
+            returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "fielddata", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "ts",
+        "v",
+    )
+    def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster health.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
+            Default is True.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/health", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
+    )
+    def help(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns help for the Cat APIs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "health",
+        "help",
+        "human",
+        "include_unloaded_segments",
+        "local",
+        "master_timeout",
+        "pretty",
+        "pri",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def indices(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about indices: number of primaries and replicas, document
+        counts, disk size, ...
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: The type of index that wildcard patterns
+            can match. Valid choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg health: The health status used to limit returned indices.
+            By default, the response includes indices of any health status. Valid
+            choices are green, yellow, red.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg pri: If true, the response only includes information from
+            primary shards. Default is false.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def master(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        from warnings import warn
+
+        warn(
+            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
+        )
+        return self.transport.perform_request(
+            "GET", "/_cat/master", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def nodeattrs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about custom node attributes.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/nodeattrs", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "full_id",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def nodes(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic statistics about performance of cluster nodes.
+
+
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg full_id: If `true`, return the full node ID. If `false`,
+            return the shortened node ID. Default is false.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local (Deprecated: This parameter does not cause this API
+            to act locally.): Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/nodes", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster pending tasks.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def pit_segments(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List segments for one or several PITs.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def plugins(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about installed plugins across nodes node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/plugins", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "bytes",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about index shard recoveries, both on-going completed.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def repositories(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about snapshot repositories registered in the cluster.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/repositories", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "allow_no_indices",
+        "bytes",
+        "completed_only",
+        "detailed",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "pretty",
+        "s",
+        "shards",
+        "source",
+        "time",
+        "timeout",
+        "v",
+    )
+    def segment_replication(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about both on-going and latest completed Segment
+        Replication events.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            segment replication events. Default is false.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg completed_only: If `true`, the response only includes
+            latest completed segment replication events. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about segment replications. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg shards: Comma-separated list of shards to display.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg timeout: Operation timeout.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "segment_replication", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about the segments in the shards of an index.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a detailed view of shard allocation on nodes.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "size",
+        "source",
+        "v",
+    )
+    def thread_pool(
+        self,
+        thread_pool_patterns: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster-wide thread pool statistics per node. By default the active,
+        queue and rejected statistics are returned for all thread pools.
+
+
+        :arg thread_pool_patterns: A comma-separated list of thread pool
+            names used to limit the request. Accepts wildcard expressions.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg size: The multiplier in which to display values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "thread_pool", thread_pool_patterns),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def snapshots(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all snapshots in a specific repository.
+
+
+        :arg repository: A comma-separated list of snapshot repositories
+            used to limit the request. Accepts wildcard expressions. `_all` returns
+            all repositories. If any repository fails during the request, Opensearch
+            returns an error.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, the response does not
+            include information from unavailable snapshots. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "snapshots", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the tasks currently executing on one or more nodes in
+        the cluster.
+
+
+        :arg actions: The task action names, which are used to limit the
+            response.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: The parent task identifier, which is used
+            to limit the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def templates(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about existing templates.
+
+
+        :arg name: The name of the template to return. Accepts wildcard
+            expressions. If omitted, all templates are returned.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/client.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/client.py
new file mode 100644
index 000000000..091bb5e9d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/client.py
@@ -0,0 +1,41 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Optional, Type
+
+from opensearchpy.client.utils import _normalize_hosts
+from opensearchpy.transport import Transport
+
+
+class Client(object):
+    """
+    A generic async OpenSearch client.
+    """
+
+    def __init__(
+        self,
+        hosts: Optional[str] = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cluster.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cluster.py
new file mode 100644
index 000000000..159aea492
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cluster.py
@@ -0,0 +1,1029 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class ClusterClient(NamespacedClient):
+    @query_params(
+        "awareness_attribute",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "level",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_events",
+        "wait_for_no_initializing_shards",
+        "wait_for_no_relocating_shards",
+        "wait_for_nodes",
+        "wait_for_status",
+    )
+    def health(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the health of the cluster.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg awareness_attribute: The awareness attribute for which the
+            health is required.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg level: Can be one of cluster, indices or shards. Controls
+            the details level of the health information returned. Valid choices are
+            cluster, indices, shards, awareness_attributes.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: A number controlling to how many
+            active shards to wait for, all to wait for all shards in the cluster to
+            be active, or 0 to not wait. Valid choices are all, index-setting.
+        :arg wait_for_events: Can be one of immediate, urgent, high,
+            normal, low, languid. Wait until all currently queued events with the
+            given priority are processed. Valid choices are immediate, urgent, high,
+            normal, low, languid.
+        :arg wait_for_no_initializing_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard initializations. Defaults to false, which means it will
+            not wait for initializing shards.
+        :arg wait_for_no_relocating_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard relocations. Defaults to false, which means it will not
+            wait for relocating shards.
+        :arg wait_for_nodes: The request waits until the specified
+            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
+            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
+            notation.
+        :arg wait_for_status: One of green, yellow or red. Will wait
+            (until the timeout provided) until the status of the cluster changes to
+            the one provided or better, i.e. green > yellow > red. By default, will
+            not wait for any status. Valid choices are green, yellow, red.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "health", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of any cluster-level changes (e.g. create index, update mapping,
+        allocate or fail shard) which have not yet been executed.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cluster/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_metadata_version",
+        "wait_for_timeout",
+    )
+    def state(
+        self,
+        metric: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a comprehensive information about the state of the cluster.
+
+
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_metadata_version: Wait for the metadata version to
+            be equal or greater than the specified metadata version
+        :arg wait_for_timeout: The maximum time to wait for
+            wait_for_metadata_version before timing out
+        """
+        if index and metric in SKIP_IN_PATH:
+            metric = "_all"
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "state", metric, index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def stats(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns high-level overview of cluster statistics.
+
+
+        :arg node_id: Comma-separated list of node filters used to limit
+            returned information. Defaults to all nodes in the cluster.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for each node to respond.If a node
+            does not respond before its timeout expires, the response does not
+            include its stats.However, timed out nodes are included in the
+            response’s `_nodes.failed` property. Defaults to no timeout.
+        """
+        return self.transport.perform_request(
+            "GET",
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "explain",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "metric",
+        "pretty",
+        "retry_failed",
+        "source",
+        "timeout",
+    )
+    def reroute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to manually change the allocation of individual shards in the cluster.
+
+
+        :arg body: The definition of `commands` to perform (`move`,
+            `cancel`, `allocate`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If true, then the request simulates the operation
+            only and returns the resulting state.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg explain: If true, then the response contains an explanation
+            of why the commands can or cannot be executed.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg metric: Limits the information returned to the specified
+            metrics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg retry_failed: If true, then retries allocation of shards
+            that are blocked due to too many subsequent allocation failures.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "include_defaults",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def get_settings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster settings.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_defaults: If `true`, returns default cluster
+            settings from the local node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cluster/settings", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_settings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster settings.
+
+
+        :arg body: The settings to be updated. Can be either `transient`
+            or `persistent` (survives cluster restart).
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def remote_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about configured remote clusters.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "include_disk_info",
+        "include_yes_decisions",
+        "pretty",
+        "source",
+    )
+    def allocation_explain(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides explanations for shard allocations in the cluster.
+
+
+        :arg body: The index, shard, and primary flag to explain. Empty
+            means 'explain the first unassigned shard'
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_disk_info: If true, returns information about disk
+            usage and shard sizes. Default is false.
+        :arg include_yes_decisions: If true, returns YES decisions in
+            explanation. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_cluster/allocation/explain",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a component template.
+
+
+        :arg name: Name of the component template to delete. Wildcard
+            (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_component_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns one or more component templates.
+
+
+        :arg name: Name of the component template to retrieve. Wildcard
+            (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_component_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a component template.
+
+
+        :arg name: Name of the component template to create. Opensearch
+            includes the following built-in component templates: `logs-mappings`;
+            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
+            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
+            to configure backing indices for its data streams. If you use Opensearch
+            Agent and want to overwrite one of these templates, set the `version`
+            for your replacement template higher than the current version. If you
+            don’t use Opensearch Agent and want to disable all built-in component
+            and index templates, set `stack.templates.enabled` to `false` using the
+            cluster update settings API.
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing component templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular component template exist.
+
+
+        :arg name: Name of the component template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only.Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
+    )
+    def delete_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears cluster voting config exclusions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_removal: Specifies whether to wait for all
+            excluded nodes to be removed from thecluster before clearing the voting
+            configuration exclusions list.Defaults to true, meaning that all
+            excluded nodes must be removed fromthe cluster before this API takes any
+            action. If set to false then thevoting configuration exclusions list is
+            cleared even if some excludednodes are still in the cluster. Default is
+            True.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_cluster/voting_config_exclusions",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "node_ids",
+        "node_names",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def post_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster voting config exclusions by node ids or node names.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg node_ids: A comma-separated list of the persistent ids of
+            the nodes to excludefrom the voting configuration. If specified, you may
+            not also specify node_names.
+        :arg node_names: A comma-separated list of the names of the
+            nodes to exclude from thevoting configuration. If specified, you may not
+            also specify node_ids.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: When adding a voting configuration exclusion, the
+            API waits for thespecified nodes to be excluded from the voting
+            configuration beforereturning. If the timeout expires before the
+            appropriate conditionis satisfied, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_decommission_awareness(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete any existing decommission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_weighted_routing(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete weighted shard routing weights.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_cluster/routing/awareness/weights",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get details and status of decommissioned attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if awareness_attribute_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'awareness_attribute_name'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                "_status",
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Fetches weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def put_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        awareness_attribute_value: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Decommissions an awareness attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg awareness_attribute_value: Awareness attribute value.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (awareness_attribute_name, awareness_attribute_value):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                awareness_attribute_value,
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def put_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/dangling_indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/dangling_indices.py
new file mode 100644
index 000000000..bee5c3f14
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/dangling_indices.py
@@ -0,0 +1,165 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class DanglingIndicesClient(NamespacedClient):
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to delete
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_dangling", index_uuid),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def import_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Imports the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to import
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_dangling_indices(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all dangling indices.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_dangling", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/features.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/features.py
new file mode 100644
index 000000000..7bf0deee0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/features.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class FeaturesClient(NamespacedClient):
+    @query_params("master_timeout", "cluster_manager_timeout")
+    def get_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets a list of features which can be included in snapshots using the
+        feature_states field when creating a snapshot
+
+
+        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
+            to master node
+        :arg cluster_manager_timeout: Explicit operation timeout for connection
+            to cluster_manager node
+        """
+        return self.transport.perform_request(
+            "GET", "/_features", params=params, headers=headers
+        )
+
+    @query_params()
+    def reset_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Resets the internal state of features, usually by deleting system indices
+
+
+        .. warning::
+
+            This API is **experimental** so may include breaking changes
+            or be removed in a future version
+        """
+        return self.transport.perform_request(
+            "POST", "/_features/_reset", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/http.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/http.py
new file mode 100644
index 000000000..465a724cc
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/http.py
@@ -0,0 +1,128 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Mapping, Optional
+
+from .client import Client
+from .utils import NamespacedClient
+
+
+class HttpClient(NamespacedClient):
+    def __init__(self, client: Client) -> None:
+        super(HttpClient, self).__init__(client)
+
+    def get(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a GET request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "GET", url=url, headers=headers, params=params, body=body
+        )
+
+    def head(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a HEAD request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "HEAD", url=url, headers=headers, params=params, body=body
+        )
+
+    def post(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a POST request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "POST", url=url, headers=headers, params=params, body=body
+        )
+
+    def delete(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a DELETE request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "DELETE", url=url, headers=headers, params=params, body=body
+        )
+
+    def put(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a PUT request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "PUT", url=url, headers=headers, params=params, body=body
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/indices.py
new file mode 100644
index 000000000..6d07837b3
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/indices.py
@@ -0,0 +1,2766 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndicesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def analyze(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the analysis process on a text and return the tokens breakdown of the
+        text.
+
+
+        :arg body: Define analyzer/tokenizer parameters and the text on
+            which the analysis should be performed
+        :arg index: The name of the index to scope the operation.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_analyze"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    def refresh(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the refresh operation in one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_refresh"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "force",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "wait_if_ongoing",
+    )
+    def flush(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the flush operation on one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to flush. Supports wildcards (`*`). To flush all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg force: If `true`, the request forces a flush even if there
+            are no changes to commit to the index.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_if_ongoing: If `true`, the flush operation blocks
+            until execution when another flush operation is running.If `false`,
+            Opensearch returns an error if you request a flush when another flush
+            operation is running. Default is True.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_flush"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def create(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates an index with optional settings and mappings.
+
+
+        :arg index: Name of the index you wish to create.
+        :arg body: The configuration for the index (`settings` and
+            `mappings`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation. Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "PUT", _make_path(index), params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def clone(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones an index.
+
+
+        :arg index: Name of the source index to clone.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_clone", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _all value targets onlymissing
+            or closed indices. This behavior applies even if the request targets
+            other open indices. For example,a request targeting foo*,bar* returns an
+            error if an index starts with foo but no index starts with bar. Default
+            is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard expressions
+            can match. If the request can target data streams, this
+            argumentdetermines whether wildcard expressions match hidden data
+            streams. Supports comma-separated values,such as open,hidden. Valid
+            choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, requests that target a
+            missing index return an error. Default is false.
+        :arg include_defaults: If true, return all default settings in
+            the response. Default is false.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def open(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Opens an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). By default,
+            you must explicitly name the indices you using to limit the request. To
+            limit a request using `_all`, `*`, or other wildcard expressions, change
+            the `action.destructive_requires_name` setting to false. You can update
+            this setting in the `opensearch.yml` file or using the cluster update
+            settings API.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_open"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def close(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Closes an index.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names used to limit the request.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_close"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index.
+
+
+        :arg index: Comma-separated list of indices to delete. You
+            cannot specify index aliases. By default, this parameter does not
+            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
+            `action.destructive_requires_name` cluster setting to `false`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    def exists(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index exists.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "write_index_only",
+    )
+    def put_mapping(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index mappings.
+
+
+        :arg body: The mapping definition
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg write_index_only: If `true`, the mappings are applied only
+            to the current write index for the target. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        if index in SKIP_IN_PATH:
+            index = "_all"
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_mapping"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_mapping(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mappings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_mapping"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    def get_field_mapping(
+        self,
+        fields: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mapping for one or more fields.
+
+
+        :arg fields: Comma-separated list or wildcard expression of
+            fields used to limit returned information.
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if fields in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'fields'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path(index, "_mapping", "field", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_alias(
+        self,
+        index: Any,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices to
+            add. Supports wildcards (`*`). Wildcard patterns that match both data
+            streams and indices return an error.
+        :arg name: Alias to update. If the alias doesn’t exist, the
+            request creates it. Index alias names support date math.
+        :arg body: The settings for the alias, such as `routing` or
+            `filter`
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_alias", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    def exists_alias(
+        self,
+        name: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular alias exists.
+
+
+        :arg name: Comma-separated list of aliases to check. Supports
+            wildcards (`*`).
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, requests that include a
+            missing data stream or index in the target indices or data streams
+            return an error.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    def get_alias(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list of aliases to retrieve. Supports
+            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
+            or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def update_aliases(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates index aliases.
+
+
+        :arg body: The definition of `actions` to perform
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_aliases", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_alias(
+        self,
+        index: Any,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`).
+        :arg name: Comma-separated list of aliases to remove. Supports
+            wildcards (`*`). To remove all aliases, use `*` or `_all`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "order",
+        "pretty",
+        "source",
+    )
+    def put_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: The name of the template
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns an error.
+        :arg order: Order in which Opensearch applies this template if
+            indexmatches multiple templates.Templates with lower 'order' values are
+            merged first. Templates with higher'order' values are merged later,
+            overriding templates with lower values.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: The comma separated names of the index templates
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Comma-separated list of index template names used to
+            limit the request. Wildcard (`*`) expressions are supported. To return
+            all index templates, omit this parameter or use a value of `_all` or
+            `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: The name of the legacy index template to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_settings(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns settings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list or wildcard expression of
+            settings to retrieve.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with foo but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. If`false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_settings", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "preserve_existing",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_settings(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index settings.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with `foo` but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can targetdata streams, this argument determines
+            whether wildcard expressions matchhidden data streams. Supports comma-
+            separated values, such as`open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg preserve_existing: If `true`, existing index settings
+            remain unchanged. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "forbid_closed_indices",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "include_unloaded_segments",
+        "level",
+        "pretty",
+        "source",
+    )
+    def stats(
+        self,
+        index: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in an index.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg metric: Limit the information returned the specific
+            metrics.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argumentdetermines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values,such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg forbid_closed_indices: If true, statistics are not
+            collected from closed indices. Default is True.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about segments in a Lucene index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the request returns a verbose response.
+            Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_segments"), params=params, headers=headers
+        )
+
+    @query_params(
+        "all_shards",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "pretty",
+        "q",
+        "rewrite",
+        "source",
+    )
+    def validate_query(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows a user to validate a potentially expensive query without executing it.
+
+
+        :arg body: The query definition specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg all_shards: If `true`, the validation is executed on all
+            shards instead of one random shard per index.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response returns detailed
+            information if an error has occurred.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg rewrite: If `true`, returns a more detailed explanation
+            showing the actual Lucene query that will be executed.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_validate", "query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "query",
+        "request",
+        "source",
+    )
+    def clear_cache(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears all or specific caches for one or more indices.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg fielddata: If `true`, clears the fields cache.Use the
+            `fields` parameter to clear the cache of specific fields only.
+        :arg fields: Comma-separated list of field names used to limit
+            the `fielddata` parameter.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg query: If `true`, clears the query cache.
+        :arg request: If `true`, clears the request cache.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about ongoing index shard recoveries.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_recovery"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "only_ancient_segments",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg only_ancient_segments: If true, only ancient (an older
+            Lucene major release) segments will be upgraded.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    def get_upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "status",
+    )
+    def shard_stores(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides store information for shard copies of indices.
+
+
+        :arg index: List of data streams, indices, and aliases used to
+            limit the request.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _allvalue targets only missing
+            or closed indices. This behavior applies even if the requesttargets
+            other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams,this argument determines
+            whether wildcard expressions match hidden data streams. Valid choices
+            are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If true, missing or closed indices are
+            not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg status: List of shard health statuses used to limit the
+            request.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flush",
+        "human",
+        "ignore_unavailable",
+        "max_num_segments",
+        "only_expunge_deletes",
+        "pretty",
+        "primary_only",
+        "source",
+        "wait_for_completion",
+    )
+    def forcemerge(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the force merge operation on one or more indices.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flush: Specify whether the index should be flushed after
+            performing the operation. Default is True.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg max_num_segments: The number of larger segments into which
+            smaller segments are merged.Set this parameter to 1 to merge all
+            segments into one segment.The default behavior is to perform the merge
+            as necessary.
+        :arg only_expunge_deletes: Specify whether the operation should
+            only expunge deleted documents
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg primary_only: Specify whether the operation should only
+            perform on primary shards. Defaults to false. Default is false.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request wait until the
+            force merge is completed. Default is True.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def shrink(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allow to shrink an existing index into a new index with fewer primary shards.
+
+
+        :arg index: Name of the source index to shrink.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_shrink", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def split(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows you to split an existing index into a new index with more primary
+        shards.
+
+
+        :arg index: Name of the source index to split.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_split", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def rollover(
+        self,
+        alias: Any,
+        body: Any = None,
+        new_index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates an alias to point to a new index when the existing index is considered
+        to be too large or too old.
+
+
+        :arg alias: Name of the data stream or index alias to roll over.
+        :arg body: The conditions that needs to be met for executing
+            rollover
+        :arg new_index: Name of the index to create. Supports date math.
+            Data streams do not support this parameter.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If `true`, checks whether the current index
+            satisfies the specified conditions but does not perform a rollover.
+            Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if alias in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'alias'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(alias, "_rollover", new_index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_data_stream(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a data stream.
+
+
+        :arg name: Name of the data stream, which must meet the
+            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
+            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
+            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
+            longer than 255 bytes. Multi-byte characters count towards this limit
+            faster.
+        :arg body: The data stream definition
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_data_stream", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_data_stream(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a data stream.
+
+
+        :arg name: Comma-separated list of data streams to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: Name of the index template to delete. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: Name of the index template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_index_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Name of the index template to retrieve. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def put_index_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: Index or template name
+        :arg body: The template definition
+        :arg cause: User defined reason for creating/updating the index
+            template. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def simulate_index_template(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate matching the given index name against the index templates in the
+        system.
+
+
+        :arg name: Index or template name to simulate
+        :arg body: New index template definition, which will be included
+            in the simulation, as if it already exists in the system
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, the template passed in the body is only
+            used if no existingtemplates match the same index patterns. If `false`,
+            the simulation usesthe template with the highest priority. Note that the
+            template is notpermanently added or updated in either case; it is only
+            used for thesimulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is receivedbefore the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate_index", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_data_stream(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns data streams.
+
+
+        :arg name: Comma-separated list of data stream names used to
+            limit the request. Wildcard (`*`) expressions are supported. If omitted,
+            all data streams are returned.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def simulate_template(
+        self,
+        body: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate resolving the given template name or body.
+
+
+        :arg name: Name of the index template to simulate. To test a
+            template configuration before you add it to the cluster, omit this
+            parameter and specify the template configuration in the request body.
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, the template passed in the body is only
+            used if no existing templates match the same index patterns. If false,
+            the simulation uses the template with the highest priority. Note that
+            the template is not permanently added or updated in either case; it is
+            only used for the simulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
+    )
+    def resolve_index(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about any matching indices, aliases, and data streams.
+
+
+        :arg name: Comma-separated name(s) or index pattern(s) of the
+            indices, aliases, and data streams to resolve. Resources on remote
+            clusters can be specified using the `<cluster>`:`<name>` syntax.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def add_block(
+        self,
+        index: Any,
+        block: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds a block to an index.
+
+
+        :arg index: A comma separated list of indices to add a block to
+        :arg block: The block to add (one of read, write, read_only or
+            metadata)
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        for param in (index, block):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT", _make_path(index, "_block", block), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def data_streams_stats(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in a data stream.
+
+
+        :arg name: Comma-separated list of data streams used to limit
+            the request. Wildcard expressions (`*`) are supported. To target all
+            data streams in a cluster, omit this parameter or use `*`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_data_stream", name, "_stats"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/ingest.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/ingest.py
new file mode 100644
index 000000000..14495bff7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/ingest.py
@@ -0,0 +1,256 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IngestClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_pipeline(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a pipeline.
+
+
+        :arg id: Comma-separated list of pipeline IDs to retrieve.
+            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
+            omit this parameter or use `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_pipeline(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a pipeline.
+
+
+        :arg id: ID of the ingest pipeline to create or update.
+        :arg body: The ingest definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_pipeline(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a pipeline.
+
+
+        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
+            to limit the request. To delete all ingest pipelines in a cluster, use a
+            value of `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
+    def simulate(
+        self,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to simulate a pipeline with example documents.
+
+
+        :arg body: The simulate definition
+        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
+            the request body, this parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the response includes output data for
+            each processor in the executed pipeline. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_ingest", "pipeline", id, "_simulate"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def processor_grok(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of the built-in patterns.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_ingest/processor/grok", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/nodes.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/nodes.py
new file mode 100644
index 000000000..7eff84acf
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/nodes.py
@@ -0,0 +1,294 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class NodesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def reload_secure_settings(
+        self,
+        body: Any = None,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reloads secure settings.
+
+
+        :arg body: An object containing the password for the opensearch
+            keystore
+        :arg node_id: The names of particular nodes in the cluster to
+            target.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_nodes", node_id, "reload_secure_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def info(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limits the information returned to the specific
+            metrics. Supports a comma-separated list, such as http,ingest.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "level",
+        "pretty",
+        "source",
+        "timeout",
+        "types",
+    )
+    def stats(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        index_metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns statistical information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index_metric: Limit the information returned for indices
+            metric to the specific index metrics. It can be used only if indices (or
+            all) metric is specified.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg types: A comma-separated list of document types for the
+            indexing index metric.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "stats", metric, index_metric),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "doc_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_idle_threads",
+        "interval",
+        "pretty",
+        "snapshots",
+        "source",
+        "threads",
+        "timeout",
+    )
+    def hot_threads(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about hot threads on each node in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg doc_type: The type to sample. Valid choices are cpu, wait,
+            block.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_idle_threads: Don't show threads that are in known-
+            idle places, such as waiting on a socket select or pulling from an empty
+            task queue. Default is True.
+        :arg interval: The interval for the second sampling of threads.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg snapshots: Number of samples of thread stacktrace. Default
+            is 10.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg threads: Specify the number of threads to provide
+            information for. Default is 3.
+        :arg timeout: Operation timeout.
+        """
+        # type is a reserved word so it cannot be used, use doc_type instead
+        if "doc_type" in params:
+            params["type"] = params.pop("doc_type")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "hot_threads"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def usage(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns low-level information about REST actions usage on nodes.
+
+
+        :arg node_id: A comma-separated list of node IDs or names to
+            limit the returned information; use `_local` to return information from
+            the node you're connecting to, leave empty to get information from all
+            nodes
+        :arg metric: Limits the information returned to the specific
+            metrics. A comma-separated list of the following options: `_all`,
+            `rest_actions`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "usage", metric),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/plugins.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/plugins.py
new file mode 100644
index 000000000..c7d070fcf
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/plugins.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from ..plugins.alerting import AlertingClient
+from ..plugins.index_management import IndexManagementClient
+from ..plugins.knn import KnnClient
+from ..plugins.notifications import NotificationsClient
+from ..plugins.rollups import RollupsClient
+from ..plugins.transforms import TransformsClient
+from .client import Client
+from .utils import NamespacedClient
+
+
+class PluginsClient(NamespacedClient):
+    alerting: Any
+    index_management: Any
+
+    def __init__(self, client: Client) -> None:
+        super(PluginsClient, self).__init__(client)
+        self.transforms = TransformsClient(client)
+        self.rollups = RollupsClient(client)
+        self.notifications = NotificationsClient(client)
+        self.knn = KnnClient(client)
+        # self.query_workbench = QueryWorkbenchClient(client)
+        # self.reporting = ReportingClient(client)
+        # self.notebooks = NotebooksClient(client)
+        self.alerting = AlertingClient(client)
+        # self.anomaly_detection = AnomalyDetectionClient(client)
+        # self.trace_analytics = TraceAnalyticsClient(client)
+        self.index_management = IndexManagementClient(client)
+
+        self._dynamic_lookup(client)
+
+    def _dynamic_lookup(self, client: Any) -> None:
+        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
+
+        plugins = [
+            # "query_workbench",
+            # "reporting",
+            # "notebooks",
+            "alerting",
+            # "anomaly_detection",
+            # "trace_analytics",
+            "index_management",
+        ]
+        for plugin in plugins:
+            if not hasattr(client, plugin):
+                setattr(client, plugin, getattr(self, plugin))
+            else:
+                warnings.warn(
+                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
+                    category=RuntimeWarning,
+                    stacklevel=2,
+                )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote.py
new file mode 100644
index 000000000..7393e0ac6
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote.py
@@ -0,0 +1,38 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class RemoteClient(NamespacedClient):
+    @query_params()
+    def info(self, params: Any = None, headers: Any = None) -> Any:
+        return self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote_store.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote_store.py
new file mode 100644
index 000000000..20e22eaea
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote_store.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, query_params
+
+
+class RemoteStoreClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def restore(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores from remote store.
+
+
+        :arg body: Comma-separated list of index IDs
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/search_pipeline.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/search_pipeline.py
new file mode 100644
index 000000000..bd764c3c7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/search_pipeline.py
@@ -0,0 +1,151 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SearchPipelineClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def get(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves information about a specified search pipeline.
+
+
+        :arg id: Comma-separated list of search pipeline ids. Wildcards
+            supported.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/security.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/security.py
new file mode 100644
index 000000000..4061f6dd0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/security.py
@@ -0,0 +1,2344 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SecurityClient(NamespacedClient):
+    from ._patch import health_check, update_audit_config  # type: ignore
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_account_details(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns account details for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/account", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def change_password(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the password for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/account",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one action group.
+
+
+        :arg action_group: Action group to retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_action_groups(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all action groups.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a specified action group.
+
+
+        :arg action_group: Action group to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified action group.
+
+
+        :arg action_group: The name of the action group to create or
+            replace.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an action group.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_action_groups(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple action groups in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_users(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_users(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple internal users in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_roles(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all roles.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_roles(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple roles in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/roles",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role_mappings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all role mappings.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role_mappings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates multiple role mappings in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenants(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all tenants.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify a single tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_tenants(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify multiple tenants in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/tenants",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the current Security plugin configuration in JSON format.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the existing configuration using the REST API. Only accessible
+        by admins and users with rest api access and only when put or patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/securityconfig/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update the existing configuration using the REST API.
+        Only accessible by admins and users with rest api access and only when put or
+        patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    def get_distinguished_names(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the cluster security certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def reload_transport_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload Transport layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/transport/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def reload_http_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload HTTP layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/http/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def flush_cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Flushes the Security plugin user, authentication, and authorization cache.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
+    def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks to see if the Security plugin is up and running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/health", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_audit_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/audit/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update specified fields in the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/audit",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_distinguished_names(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Bulk update of distinguished names. Only accessible to super-admins and with
+        rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/nodesdn",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "auth_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def authinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authentication information.
+
+
+        :arg auth_type: The type of current authentication request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: Indicates whether a verbose response should be
+            returned.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def authtoken(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authorization token.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Not supported for cache API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def config_upgrade_check(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Check whether or not an upgrade can be performed and what resources can be
+        updated.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def config_upgrade_perform(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Helps cluster operator upgrade missing defaults and stale default definitions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/_upgrade_perform",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the allowlisted APIs. Accessible via Super Admin
+        certificate or REST API permission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_update_tenancy_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the multi-tenancy configuration. Only accessible to admins
+        and users with REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_user_legacy(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all distinguished names in the specified cluster or node allow list.
+        Only accessible to super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_obo_token(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates On-Behalf-Of token for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/api/generateonbehalfoftoken",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_user_token(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins", "_security", "api", "internalusers", username, "authtoken"
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_user_token_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_allowlist(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_dashboards_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    def get_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_permissions_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the evaluated REST API permissions for the currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/permissionsinfo",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
+    def get_sslinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the SSL configuration information.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg show_dn: The domain names from all certificates.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenancy_config(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves multi-tenancy configuration. Only accessible to admins and users with
+        REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_users_legacy(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/user", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def migrate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Migrates security configuration from v6 to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a distinguished cluster name for a specific cluster. Only accessible to
+        super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def post_dashboards_info(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/dashboardsinfo",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def tenant_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the tenant names if any exist. Only accesible to super admins or
+        kibanaserver user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the specified distinguished names in the cluster or node allow
+        list. Only accessible to super-admins and with rest-api permissions when
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
+    )
+    def validate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks whether the v6 security configuration is valid and ready to be migrated
+        to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def who_am_i(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/whoami", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def who_am_i_protected(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user. User
+        needs to have access to this endpoint when authorization at REST layer is
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/snapshot.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/snapshot.py
new file mode 100644
index 000000000..2f0cd1d71
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/snapshot.py
@@ -0,0 +1,611 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SnapshotClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def create(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a snapshot in a repository.
+
+
+        :arg repository: Repository for the snapshot.
+        :arg snapshot: Name of the snapshot. Must be unique in the
+            repository.
+        :arg body: The snapshot definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: If `true`, the request returns a
+            response when the snapshot is complete. If `false`, the request returns
+            a response when the snapshot initializes. Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def delete(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def get(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a snapshot.
+
+
+        :arg repository: Comma-separated list of snapshot repository
+            names used to limit the request. Wildcard (*) expressions are supported.
+        :arg snapshot: Comma-separated list of snapshot names to
+            retrieve. Also accepts wildcards (*). - To get information about all
+            snapshots in a registered repository, use a wildcard (*) or _all. - To
+            get information about any snapshots that are currently running, use
+            _current.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, the request returns an error
+            for any snapshots that are unavailable. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If true, returns additional information about each
+            snapshot such as the version of Opensearch which took the snapshot, the
+            start and end times of the snapshot, and the number of shards
+            snapshotted.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a repository.
+
+
+        :arg repository: Name of the snapshot repository to unregister.
+            Wildcard (`*`) patterns are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_repository(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a repository.
+
+
+        :arg repository: A comma-separated list of repository names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_snapshot", repository), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "verify",
+    )
+    def create_repository(
+        self,
+        repository: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a repository.
+
+
+        :arg repository: A repository name
+        :arg body: The repository definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        :arg verify: Whether to verify the repository after creation
+        """
+        for param in (repository, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def restore(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A snapshot name
+        :arg body: Details of what to restore
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, snapshot, "_restore"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def status(
+        self,
+        repository: Any = None,
+        snapshot: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the status of a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether to ignore unavailable
+            snapshots, defaults to false which means a SnapshotMissingException is
+            thrown Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot, "_status"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def verify_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Verifies a repository.
+
+
+        :arg repository: A repository name
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_verify"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def cleanup_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes stale data from repository.
+
+
+        :arg repository: Snapshot repository to clean up.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_cleanup"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def clone(
+        self,
+        repository: Any,
+        snapshot: Any,
+        target_snapshot: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones indices from one snapshot into another snapshot in the same repository.
+
+
+        :arg repository: A repository name
+        :arg snapshot: The name of the snapshot to clone from
+        :arg target_snapshot: The name of the cloned snapshot to create
+        :arg body: The snapshot clone definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot, target_snapshot, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/tasks.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/tasks.py
new file mode 100644
index 000000000..037054324
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/tasks.py
@@ -0,0 +1,194 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TasksClient(NamespacedClient):
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "group_by",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    def list(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of tasks.
+
+
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg group_by: Key used to group tasks in the response. Valid
+            choices are nodes, parents, none.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: Parent task ID used to limit returned
+            information. To return all tasks, omit this parameter or use a value of
+            `-1`.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "actions",
+        "error_trace",
+        "filter_path",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def cancel(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Cancels a task, if it can be cancelled through an API.
+
+
+        :arg task_id: ID of the task.
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names used to
+            limit the request.
+        :arg parent_task_id: Parent task ID used to limit the tasks.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request block until the
+            cancellation of the task and its descendant tasks is completed. Defaults
+            to false Default is false.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_tasks", task_id, "_cancel"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    def get(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a task.
+
+
+        :arg task_id: ID of the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the task has completed. Default is false.
+        """
+        if task_id in SKIP_IN_PATH:
+            warnings.warn(
+                "Calling client.tasks.get() without a task_id is deprecated "
+                "and will be removed in v8.0. Use client.tasks.list() instead.",
+                category=DeprecationWarning,
+                stacklevel=3,
+            )
+
+        return self.transport.perform_request(
+            "GET", _make_path("_tasks", task_id), params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/utils.py
new file mode 100644
index 000000000..a38c30cd1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/utils.py
@@ -0,0 +1,226 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from __future__ import unicode_literals
+
+import base64
+import weakref
+from datetime import date, datetime
+from functools import wraps
+from typing import Any, Callable, Optional
+
+from opensearchpy.serializer import Serializer
+
+from ..compat import quote, string_types, to_bytes, to_str, unquote, urlparse
+
+# parts of URL to be omitted
+SKIP_IN_PATH: Any = (None, "", b"", [], ())
+
+
+def _normalize_hosts(hosts: Any) -> Any:
+    """
+    Helper function to transform hosts argument to
+    :class:`~opensearchpy.OpenSearch` to a list of dicts.
+    """
+    # if hosts are empty, just defer to defaults down the line
+    if hosts is None:
+        return [{}]
+
+    # passed in just one string
+    if isinstance(hosts, string_types):
+        hosts = [hosts]
+
+    out = []
+    # normalize hosts to dicts
+    for host in hosts:
+        if isinstance(host, string_types):
+            if "://" not in host:
+                host = "//%s" % host  # type: ignore
+
+            parsed_url = urlparse(host)
+            h = {"host": parsed_url.hostname}
+
+            if parsed_url.port:
+                h["port"] = parsed_url.port
+
+            if parsed_url.scheme == "https":
+                h["port"] = parsed_url.port or 443
+                h["use_ssl"] = True
+
+            if parsed_url.username or parsed_url.password:
+                h["http_auth"] = "%s:%s" % (
+                    unquote(parsed_url.username),
+                    unquote(parsed_url.password),
+                )
+
+            if parsed_url.path and parsed_url.path != "/":
+                h["url_prefix"] = parsed_url.path
+
+            out.append(h)
+        else:
+            out.append(host)
+    return out
+
+
+def _escape(value: Any) -> Any:
+    """
+    Escape a single value of a URL string or a query parameter. If it is a list
+    or tuple, turn it into a comma-separated string first.
+    """
+
+    # make sequences into comma-separated stings
+    if isinstance(value, (list, tuple)):
+        value = ",".join(value)
+
+    # dates and datetimes into isoformat
+    elif isinstance(value, (date, datetime)):
+        value = value.isoformat()
+
+    # make bools into true/false strings
+    elif isinstance(value, bool):
+        value = str(value).lower()
+
+    # don't decode bytestrings
+    elif isinstance(value, bytes):
+        return value
+
+    # encode strings to utf-8
+    if isinstance(value, string_types):
+        if isinstance(value, str):
+            return value.encode("utf-8")
+
+    return str(value)
+
+
+def _make_path(*parts: Any) -> str:
+    """
+    Create a URL string from parts, omit all `None` values and empty strings.
+    Convert lists and tuples to comma separated values.
+    """
+    # TODO: maybe only allow some parts to be lists/tuples ?
+    return "/" + "/".join(
+        # preserve ',' and '*' in url for nicer URLs in logs
+        quote(_escape(p), b",*")
+        for p in parts
+        if p not in SKIP_IN_PATH
+    )
+
+
+# parameters that apply to all methods
+GLOBAL_PARAMS = ("pretty", "human", "error_trace", "format", "filter_path")
+
+
+def query_params(*opensearch_query_params: Any) -> Callable:  # type: ignore
+    """
+    Decorator that pops all accepted parameters from method's kwargs and puts
+    them in the params argument.
+    """
+
+    def _wrapper(func: Any) -> Any:
+        @wraps(func)
+        def _wrapped(*args: Any, **kwargs: Any) -> Any:
+            params = (kwargs.pop("params", None) or {}).copy()
+            headers = {
+                k.lower(): v
+                for k, v in (kwargs.pop("headers", None) or {}).copy().items()
+            }
+
+            if "opaque_id" in kwargs:
+                headers["x-opaque-id"] = kwargs.pop("opaque_id")
+
+            http_auth = kwargs.pop("http_auth", None)
+            api_key = kwargs.pop("api_key", None)
+
+            if http_auth is not None and api_key is not None:
+                raise ValueError(
+                    "Only one of 'http_auth' and 'api_key' may be passed at a time"
+                )
+            elif http_auth is not None:
+                headers["authorization"] = "Basic %s" % (
+                    _base64_auth_header(http_auth),
+                )
+            elif api_key is not None:
+                headers["authorization"] = "ApiKey %s" % (_base64_auth_header(api_key),)
+
+            # don't escape ignore, request_timeout, or timeout
+            for p in ("ignore", "request_timeout", "timeout"):
+                if p in kwargs:
+                    params[p] = kwargs.pop(p)
+
+            for p in opensearch_query_params + GLOBAL_PARAMS:
+                if p in kwargs:
+                    v = kwargs.pop(p)
+                    if v is not None:
+                        params[p] = _escape(v)
+
+            return func(*args, params=params, headers=headers, **kwargs)
+
+        return _wrapped
+
+    return _wrapper
+
+
+def _bulk_body(serializer: Optional[Serializer], body: Any) -> Any:
+    # if not passed in a string, serialize items and join by newline
+    if not isinstance(body, string_types):
+        body = "\n".join(map(serializer.dumps, body))  # type: ignore
+
+    # bulk body must end with a newline
+    if isinstance(body, bytes):
+        if not body.endswith(b"\n"):
+            body += b"\n"
+    elif isinstance(body, string_types) and not body.endswith("\n"):  # type: ignore
+        body += "\n"  # type: ignore
+
+    return body
+
+
+def _base64_auth_header(auth_value: Any) -> str:
+    """Takes either a 2-tuple or a base64-encoded string
+    and returns a base64-encoded string to be used
+    as an HTTP authorization header.
+    """
+    if isinstance(auth_value, (list, tuple)):
+        auth_value = base64.b64encode(to_bytes(":".join(auth_value)))
+    return to_str(auth_value)
+
+
+class NamespacedClient(object):
+    def __init__(self, client: Any) -> None:
+        self.client = client
+
+    @property
+    def transport(self) -> Any:
+        return self.client.transport
+
+
+class AddonClient(NamespacedClient):
+    @classmethod
+    def infect_client(cls: Any, client: NamespacedClient) -> NamespacedClient:
+        addon = cls(weakref.proxy(client))
+        setattr(client, cls.namespace, addon)
+        return client
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/compat.py
new file mode 100644
index 000000000..1bf6df943
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/compat.py
@@ -0,0 +1,79 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from collections.abc import Mapping
+from queue import Queue
+from typing import Tuple, Type, Union
+from urllib.parse import quote, quote_plus, unquote, urlencode, urlparse
+
+string_types = str, bytes
+map = map  # pylint: disable=invalid-name
+
+
+def to_str(x: Union[str, bytes], encoding: str = "ascii") -> str:
+    """
+    returns x as a string encoded in "encoding" if it is not already a string
+    :param x: the value to convert to a str
+    :param encoding: the encoding to convert to - see https://docs.python.org/3/library/codecs.html#standard-encodings
+    :return: an encoded str
+    """
+    if not isinstance(x, str):
+        return x.decode(encoding)
+    return x
+
+
+def to_bytes(x: Union[str, bytes], encoding: str = "ascii") -> bytes:
+    if not isinstance(x, bytes):
+        return x.encode(encoding)
+    return x
+
+
+try:
+    reraise_exceptions: Tuple[Type[BaseException], ...] = (RecursionError,)
+except NameError:
+    reraise_exceptions = ()
+
+try:
+    import asyncio
+
+    reraise_exceptions += (asyncio.CancelledError,)
+except (ImportError, AttributeError):
+    pass
+
+
+__all__ = [
+    "string_types",
+    "reraise_exceptions",
+    "quote_plus",
+    "quote",
+    "urlencode",
+    "unquote",
+    "urlparse",
+    "map",
+    "Queue",
+    "Mapping",
+]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/__init__.py
new file mode 100644
index 000000000..b86bd66e3
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/__init__.py
@@ -0,0 +1,46 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from .base import Connection
+from .http_requests import RequestsHttpConnection
+from .http_urllib3 import Urllib3HttpConnection, create_ssl_context
+
+__all__ = [
+    "Connection",
+    "RequestsHttpConnection",
+    "Urllib3HttpConnection",
+    "create_ssl_context",
+]
+
+try:
+    from .http_async import AsyncHttpConnection
+
+    __all__ += [
+        "AsyncHttpConnection",
+    ]
+except (ImportError, SyntaxError):
+    pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/async_connections.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/async_connections.py
new file mode 100644
index 000000000..60ca210bb
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/async_connections.py
@@ -0,0 +1,117 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from six import string_types
+
+import opensearchpy
+from opensearchpy._async.helpers.actions import aiter
+from opensearchpy.serializer import serializer
+
+
+class AsyncConnections(object):
+    _conns: Any
+
+    """
+    Class responsible for holding connections to different clusters. Used as a
+    singleton in this module.
+    """
+
+    def __init__(self) -> None:
+        self._kwargs: Any = {}
+        self._conns: Any = {}
+
+    async def configure(self, **kwargs: Any) -> None:
+        """
+        Configure multiple connections at once, useful for passing in config
+        dictionaries obtained from other sources, like Django's settings or a
+        configuration management tool.
+
+        Example::
+
+            async_connections.configure(
+                default={'hosts': 'localhost'},
+                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
+            )
+
+        Connections will only be constructed lazily when requested through
+        ``get_connection``.
+        """
+        async for k in aiter(list(self._conns)):
+            # try and preserve existing client to keep the persistent connections alive
+            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
+                continue
+            del self._conns[k]
+        self._kwargs = kwargs
+
+    async def add_connection(self, alias: str, conn: Any) -> None:
+        """
+        Add a connection object, it will be passed through as-is.
+        """
+        self._conns[alias] = conn
+
+    async def remove_connection(self, alias: str) -> None:
+        """
+        Remove connection from the registry. Raises ``KeyError`` if connection
+        wasn't found.
+        """
+        errors = 0
+        async for d in aiter((self._conns, self._kwargs)):
+            try:
+                del d[alias]
+            except KeyError:
+                errors += 1
+
+        if errors == 2:
+            raise KeyError("There is no connection with alias %r." % alias)
+
+    async def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
+        """
+        Construct an instance of ``opensearchpy.AsyncOpenSearch`` and register
+        it under given alias.
+        """
+        kwargs.setdefault("serializer", serializer)
+        conn = self._conns[alias] = opensearchpy.AsyncOpenSearch(**kwargs)
+        return conn
+
+    async def get_connection(self, alias: str = "default") -> Any:
+        """
+        Retrieve a connection, construct it if necessary (only configuration
+        was passed to us). If a non-string alias has been passed through we
+        assume it's already a client instance and will just return it as-is.
+
+        Raises ``KeyError`` if no client (or its definition) is registered
+        under the alias.
+        """
+        # do not check isinstance(AsyncOpenSearch) so that people can wrap their
+        # clients
+        if not isinstance(alias, string_types):
+            return alias
+
+        # connection already established
+        try:
+            return self._conns[alias]
+        except KeyError:
+            pass
+
+        # if not, try to create it
+        try:
+            return await self.create_connection(alias, **self._kwargs[alias])
+        except KeyError:
+            # no connection and no kwargs to set one up
+            raise KeyError("There is no connection with alias %r." % alias)
+
+
+async_connections = AsyncConnections()
+configure = async_connections.configure
+add_connection = async_connections.add_connection
+remove_connection = async_connections.remove_connection
+create_connection = async_connections.create_connection
+get_connection = async_connections.get_connection
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/base.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/base.py
new file mode 100644
index 000000000..845598a62
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/base.py
@@ -0,0 +1,339 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import gzip
+import io
+import logging
+import os
+import re
+import warnings
+from platform import python_version
+from typing import Any, Collection, Dict, Mapping, Optional, Union
+
+try:
+    import simplejson as json
+except ImportError:
+    import json  # type: ignore
+
+from .._version import __versionstr__
+from ..exceptions import HTTP_EXCEPTIONS, OpenSearchWarning, TransportError
+
+logger = logging.getLogger("opensearch")
+
+# create the opensearchpy.trace logger, but only set propagate to False if the
+# logger hasn't already been configured
+TRACER_ALREADY_CONFIGURED = "opensearchpy.trace" in logging.Logger.manager.loggerDict
+tracer = logging.getLogger("opensearchpy.trace")
+if not TRACER_ALREADY_CONFIGURED:
+    tracer.propagate = False
+
+_WARNING_RE = re.compile(r"\"([^\"]*)\"")
+
+
+class Connection(object):
+    """
+    Class responsible for maintaining a connection to an OpenSearch node. It
+    holds persistent connection pool to it and its main interface
+    (`perform_request`) is thread-safe.
+
+    Also responsible for logging.
+
+    :arg host: hostname of the node (default: localhost)
+    :arg port: port to use (integer, default: 9200)
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg url_prefix: optional url prefix for opensearch
+    :arg timeout: default timeout in seconds (float, default: 10)
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        use_ssl: bool = False,
+        url_prefix: str = "",
+        timeout: int = 10,
+        headers: Optional[Dict[str, str]] = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        **kwargs: Any
+    ) -> None:
+        if port is None:
+            port = 9200
+
+        # Work-around if the implementing class doesn't
+        # define the headers property before calling super().__init__()
+        if not hasattr(self, "headers"):
+            self.headers = {}
+
+        headers = headers or {}
+        for key in headers:
+            self.headers[key.lower()] = headers[key]
+        if opaque_id:
+            self.headers["x-opaque-id"] = opaque_id
+
+        if os.getenv("ELASTIC_CLIENT_APIVERSIONING") == "1":
+            self.headers.setdefault(
+                "accept", "application/vnd.elasticsearch+json;compatible-with=7"
+            )
+
+        self.headers.setdefault("content-type", "application/json")
+        self.headers.setdefault("user-agent", self._get_default_user_agent())
+
+        if http_compress:
+            self.headers["accept-encoding"] = "gzip,deflate"
+
+        scheme = kwargs.get("scheme", "http")
+        if use_ssl or scheme == "https":
+            scheme = "https"
+            use_ssl = True
+        self.use_ssl = use_ssl
+        self.http_compress = http_compress or False
+
+        self.scheme = scheme
+        self.hostname = host
+        self.port = port
+        if ":" in host:  # IPv6
+            self.host = "%s://[%s]" % (scheme, host)
+        else:
+            self.host = "%s://%s" % (scheme, host)
+        if self.port is not None:
+            self.host += ":%s" % self.port
+        if url_prefix:
+            url_prefix = "/" + url_prefix.strip("/")
+        self.url_prefix = url_prefix
+        self.timeout = timeout
+
+    def __repr__(self) -> str:
+        return "<%s: %s>" % (self.__class__.__name__, self.host)
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, Connection):
+            raise TypeError("Unsupported equality check for %s and %s" % (self, other))
+        return self.__hash__() == other.__hash__()
+
+    def __lt__(self, other: object) -> bool:
+        if not isinstance(other, Connection):
+            raise TypeError("Unsupported lt check for %s and %s" % (self, other))
+        return self.__hash__() < other.__hash__()
+
+    def __hash__(self) -> int:
+        return id(self)
+
+    def _gzip_compress(self, body: Any) -> bytes:
+        buf = io.BytesIO()
+        with gzip.GzipFile(fileobj=buf, mode="wb") as f:
+            f.write(body)
+        return buf.getvalue()
+
+    def _raise_warnings(self, warning_headers: Any) -> None:
+        """If 'headers' contains a 'Warning' header raise
+        the warnings to be seen by the user. Takes an iterable
+        of string values from any number of 'Warning' headers.
+        """
+        if not warning_headers:
+            return
+
+        # Grab only the message from each header, the rest is discarded.
+        # Format is: '(number) OpenSearch-(version)-(instance) "(message)"'
+        warning_messages = []
+        for header in warning_headers:
+            # Because 'Requests' does its own folding of multiple HTTP headers
+            # into one header delimited by commas (totally standard compliant, just
+            # annoying for cases like this) we need to expect there may be
+            # more than one message per 'Warning' header.
+            matches = _WARNING_RE.findall(header)
+            if matches:
+                warning_messages.extend(matches)
+            else:
+                # Don't want to throw away any warnings, even if they
+                # don't follow the format we have now. Use the whole header.
+                warning_messages.append(header)
+
+        for message in warning_messages:
+            warnings.warn(message, category=OpenSearchWarning)
+
+    def _pretty_json(self, data: Union[str, bytes]) -> str:
+        # pretty JSON in tracer curl logs
+        try:
+            return json.dumps(
+                json.loads(data), sort_keys=True, indent=2, separators=(",", ": ")
+            ).replace("'", r"\u0027")
+        except (ValueError, TypeError):
+            # non-json data or a bulk request
+            return data  # type: ignore
+
+    def _log_request_response(
+        self, body: Optional[Union[str, bytes]], response: Optional[str]
+    ) -> None:
+        if logger.isEnabledFor(logging.DEBUG):
+            if body and isinstance(body, bytes):
+                body = body.decode("utf-8", "ignore")
+            logger.debug("> %s", body)
+            if response is not None:
+                logger.debug("< %s", response)
+
+    def _log_trace(
+        self,
+        method: str,
+        path: str,
+        body: Optional[Union[str, bytes]],
+        status_code: Optional[int],
+        response: Optional[str],
+        duration: Optional[float],
+    ) -> None:
+        if not tracer.isEnabledFor(logging.INFO) or not tracer.handlers:
+            return
+
+        # include pretty in trace curls
+        path = path.replace("?", "?pretty&", 1) if "?" in path else path + "?pretty"
+        if self.url_prefix:
+            path = path.replace(self.url_prefix, "", 1)
+        tracer.info(
+            "curl %s-X%s 'http://localhost:9200%s' -d '%s'",
+            "-H 'Content-Type: application/json' " if body else "",
+            method,
+            path,
+            self._pretty_json(body) if body else "",
+        )
+
+        if tracer.isEnabledFor(logging.DEBUG):
+            tracer.debug(
+                "#[%s] (%.3fs)\n#%s",
+                status_code,
+                duration,
+                self._pretty_json(response).replace("\n", "\n#") if response else "",
+            )
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        raise NotImplementedError()
+
+    def log_request_success(
+        self,
+        method: str,
+        full_url: str,
+        path: str,
+        body: Any,
+        status_code: int,
+        response: str,
+        duration: float,
+    ) -> None:
+        """Log a successful API call."""
+        #  TODO: optionally pass in params instead of full_url and do urlencode only when needed
+
+        logger.info(
+            "%s %s [status:%s request:%.3fs]", method, full_url, status_code, duration
+        )
+
+        self._log_request_response(body, response)
+        self._log_trace(method, path, body, status_code, response, duration)
+
+    def log_request_fail(
+        self,
+        method: str,
+        full_url: str,
+        path: str,
+        body: Any,
+        duration: float,
+        status_code: Optional[int] = None,
+        response: Optional[str] = None,
+        exception: Optional[Exception] = None,
+    ) -> None:
+        """Log an unsuccessful API call."""
+        # do not log 404s on HEAD requests
+        if method == "HEAD" and status_code == 404:
+            return
+        logger.warning(
+            "%s %s [status:%s request:%.3fs]",
+            method,
+            full_url,
+            status_code or "N/A",
+            duration,
+            exc_info=exception is not None,
+        )
+
+        self._log_request_response(body, response)
+        self._log_trace(method, path, body, status_code, response, duration)
+
+    def _raise_error(
+        self,
+        status_code: int,
+        raw_data: Union[str, bytes],
+        content_type: Optional[str] = None,
+    ) -> None:
+        """Locate appropriate exception and raise it."""
+        error_message = raw_data
+        additional_info = None
+        try:
+            content_type = (
+                "text/plain"
+                if content_type is None
+                else content_type.split(";")[0].strip()
+            )
+            if raw_data and content_type == "application/json":
+                additional_info = json.loads(raw_data)
+                error_message = additional_info.get("error", error_message)
+                if isinstance(error_message, dict) and "type" in error_message:
+                    error_message = error_message["type"]
+        except (ValueError, TypeError) as err:
+            logger.warning("Undecodable raw error response from server: %s", err)
+
+        raise HTTP_EXCEPTIONS.get(status_code, TransportError)(
+            status_code, error_message, additional_info
+        )
+
+    def _get_default_user_agent(self) -> str:
+        return "opensearch-py/%s (Python %s)" % (__versionstr__, python_version())
+
+    @staticmethod
+    def default_ca_certs() -> Union[str, None]:
+        """
+        Get the default CA certificate bundle, preferring those configured in
+        the standard OpenSSL environment variables before those provided by
+        certifi (if available)
+        """
+        ca_certs = os.environ.get("SSL_CERT_FILE") or os.environ.get("SSL_CERT_DIR")
+
+        if not ca_certs:
+            try:
+                import certifi
+
+                ca_certs = certifi.where()
+            except ImportError:
+                pass
+
+        return ca_certs
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/connections.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/connections.py
new file mode 100644
index 000000000..3f1edc4a1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/connections.py
@@ -0,0 +1,131 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from six import string_types
+
+import opensearchpy
+from opensearchpy.serializer import serializer
+
+
+class Connections(object):
+    """
+    Class responsible for holding connections to different clusters. Used as a
+    singleton in this module.
+    """
+
+    def __init__(self) -> None:
+        self._kwargs: Any = {}
+        self._conns: Any = {}
+
+    def configure(self, **kwargs: Any) -> None:
+        """
+        Configure multiple connections at once, useful for passing in config
+        dictionaries obtained from other sources, like Django's settings or a
+        configuration management tool.
+
+        Example::
+
+            connections.configure(
+                default={'hosts': 'localhost'},
+                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
+            )
+
+        Connections will only be constructed lazily when requested through
+        ``get_connection``.
+        """
+        for k in list(self._conns):
+            # try and preserve existing client to keep the persistent connections alive
+            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
+                continue
+            del self._conns[k]
+        self._kwargs = kwargs
+
+    def add_connection(self, alias: str, conn: Any) -> None:
+        """
+        Add a connection object, it will be passed through as-is.
+        """
+        self._conns[alias] = conn
+
+    def remove_connection(self, alias: str) -> None:
+        """
+        Remove connection from the registry. Raises ``KeyError`` if connection
+        wasn't found.
+        """
+        errors = 0
+        for d in (self._conns, self._kwargs):
+            try:
+                del d[alias]
+            except KeyError:
+                errors += 1
+
+        if errors == 2:
+            raise KeyError("There is no connection with alias %r." % alias)
+
+    def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
+        """
+        Construct an instance of ``opensearchpy.OpenSearch`` and register
+        it under given alias.
+        """
+        kwargs.setdefault("serializer", serializer)
+        conn = self._conns[alias] = opensearchpy.OpenSearch(**kwargs)
+        return conn
+
+    def get_connection(self, alias: str = "default") -> Any:
+        """
+        Retrieve a connection, construct it if necessary (only configuration
+        was passed to us). If a non-string alias has been passed through we
+        assume it's already a client instance and will just return it as-is.
+
+        Raises ``KeyError`` if no client (or its definition) is registered
+        under the alias.
+        """
+        # do not check isinstance(OpenSearch) so that people can wrap their
+        # clients
+        if not isinstance(alias, string_types):
+            return alias
+
+        # connection already established
+        try:
+            return self._conns[alias]
+        except KeyError:
+            pass
+
+        # if not, try to create it
+        try:
+            return self.create_connection(alias, **self._kwargs[alias])
+        except KeyError:
+            # no connection and no kwargs to set one up
+            raise KeyError("There is no connection with alias %r." % alias)
+
+
+connections = Connections()
+configure = connections.configure
+add_connection = connections.add_connection
+remove_connection = connections.remove_connection
+create_connection = connections.create_connection
+get_connection = connections.get_connection
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_async.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_async.py
new file mode 100644
index 000000000..f5a4ec7c0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_async.py
@@ -0,0 +1,307 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+
+
+import asyncio
+import os
+import ssl
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+from .._async._extra_imports import aiohttp, aiohttp_exceptions  # type: ignore
+from .._async.compat import get_running_loop
+from .._async.http_aiohttp import AIOHttpConnection
+from ..compat import reraise_exceptions, string_types, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+class AsyncHttpConnection(AIOHttpConnection):
+    session: Optional[aiohttp.ClientSession]
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        maxsize: Optional[int] = 10,
+        headers: Optional[Mapping[str, str]] = None,
+        ssl_context: Any = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        loop: Any = None,
+        **kwargs: Any
+    ) -> None:
+        self.headers = {}
+
+        super().__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = aiohttp.BasicAuth(login=http_auth[0], password=http_auth[1])
+            elif isinstance(http_auth, string_types):
+                login, password = http_auth.split(":", 1)  # type: ignore
+                http_auth = aiohttp.BasicAuth(login=login, password=password)
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        self.ssl_assert_fingerprint = ssl_assert_fingerprint
+        if self.use_ssl and ssl_context is None:
+            if ssl_version is None:
+                ssl_context = ssl.create_default_context()
+            else:
+                ssl_context = ssl.SSLContext(ssl_version)
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            if verify_certs:
+                ssl_context.verify_mode = ssl.CERT_REQUIRED
+                ssl_context.check_hostname = True
+            else:
+                ssl_context.check_hostname = False
+                ssl_context.verify_mode = ssl.CERT_NONE
+
+            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+                if os.path.isfile(ca_certs):
+                    ssl_context.load_verify_locations(cafile=ca_certs)
+                elif os.path.isdir(ca_certs):
+                    ssl_context.load_verify_locations(capath=ca_certs)
+                else:
+                    raise ImproperlyConfigured("ca_certs parameter is not a path")
+            else:
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+
+            # Use client_cert and client_key variables for SSL certificate configuration.
+            if client_cert and not os.path.isfile(client_cert):
+                raise ImproperlyConfigured("client_cert is not a path to a file")
+            if client_key and not os.path.isfile(client_key):
+                raise ImproperlyConfigured("client_key is not a path to a file")
+            if client_cert and client_key:
+                ssl_context.load_cert_chain(client_cert, client_key)
+            elif client_cert:
+                ssl_context.load_cert_chain(client_cert)
+
+        self.headers.setdefault("connection", "keep-alive")
+        self.loop = loop
+        self.session = None
+
+        # Parameters for creating an aiohttp.ClientSession later.
+        self._limit = maxsize
+        self._http_auth = http_auth
+        self._ssl_context = ssl_context
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.session is None:
+            await self._create_aiohttp_session()
+        assert self.session is not None
+        orig_body = body
+        url_path = self.url_prefix + url
+        if params:
+            query_string = urlencode(params)
+        else:
+            query_string = ""
+
+        # There is a bug in aiohttp that disables the re-use
+        # of the connection in the pool when method=HEAD.
+        # See: https://github.com/aio-libs/aiohttp/issues/1769
+        is_head = False
+        if method == "HEAD":
+            method = "GET"
+            is_head = True
+
+        # Top-tier tip-toeing happening here. Basically
+        # because Pip's old resolver is bad and wipes out
+        # strict pins in favor of non-strict pins of extras
+        # our [async] extra overrides aiohttp's pin of
+        # yarl. yarl released breaking changes, aiohttp pinned
+        # defensively afterwards, but our users don't get
+        # that nice pin that aiohttp set. :( So to play around
+        # this super-defensively we try to import yarl, if we can't
+        # then we pass a string into ClientSession.request() instead.
+        url = self.url_prefix + url
+        if query_string:
+            url = "%s?%s" % (url, query_string)
+        url = self.host + url
+
+        timeout = aiohttp.ClientTimeout(
+            total=timeout if timeout is not None else self.timeout
+        )
+
+        req_headers = self.headers.copy()
+        if headers:
+            req_headers.update(headers)
+
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            req_headers["content-encoding"] = "gzip"
+
+        auth = (
+            self._http_auth if isinstance(self._http_auth, aiohttp.BasicAuth) else None
+        )
+        if callable(self._http_auth):
+            req_headers = {
+                **req_headers,
+                **self._http_auth(method, url, query_string, body),
+            }
+
+        start = self.loop.time()
+        try:
+            async with self.session.request(
+                method,
+                url,
+                data=body,
+                auth=auth,
+                headers=req_headers,
+                timeout=timeout,
+                fingerprint=self.ssl_assert_fingerprint,
+            ) as response:
+                if is_head:  # We actually called 'GET' so throw away the data.
+                    await response.release()
+                    raw_data = ""
+                else:
+                    raw_data = await response.text()
+                duration = self.loop.time() - start
+
+        # We want to reraise a cancellation or recursion error.
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                str(url),
+                url_path,
+                orig_body,
+                self.loop.time() - start,
+                exception=e,
+            )
+            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(
+                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
+            ):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.getall("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method,
+                str(url),
+                url_path,
+                orig_body,
+                duration,
+                status_code=response.status,
+                response=raw_data,
+            )
+            self._raise_error(response.status, raw_data)
+
+        self.log_request_success(
+            method, str(url), url_path, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    async def close(self) -> Any:
+        """
+        Explicitly closes connection
+        """
+        if self.session:
+            await self.session.close()
+            self.session = None
+
+    async def _create_aiohttp_session(self) -> Any:
+        """Creates an aiohttp.ClientSession(). This is delayed until
+        the first call to perform_request() so that AsyncTransport has
+        a chance to set AIOHttpConnection.loop
+        """
+        if self.loop is None:
+            self.loop = get_running_loop()
+        self.session = aiohttp.ClientSession(
+            headers=self.headers,
+            skip_auto_headers=("accept", "accept-encoding"),
+            auto_decompress=True,
+            loop=self.loop,
+            cookie_jar=aiohttp.DummyCookieJar(),
+            response_class=OpenSearchClientResponse,
+            connector=aiohttp.TCPConnector(
+                limit=self._limit, use_dns_cache=True, ssl=self._ssl_context
+            ),
+        )
+
+
+class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
+    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
+        if self._body is None:
+            await self.read()
+
+        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_requests.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_requests.py
new file mode 100644
index 000000000..2c1737252
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_requests.py
@@ -0,0 +1,267 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import time
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+try:
+    import requests
+
+    REQUESTS_AVAILABLE = True
+except ImportError:
+    REQUESTS_AVAILABLE = False
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from ..compat import reraise_exceptions, string_types, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from .base import Connection
+
+
+class RequestsHttpConnection(Connection):
+    """
+    Connection using the `requests` library.
+
+    :arg http_auth: optional http auth information as either ':' separated
+        string or a tuple. Any value will be passed into requests as `auth`.
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg verify_certs: whether to verify SSL certificates
+    :arg ssl_show_warn: show warning when verify certs is disabled
+    :arg ca_certs: optional path to CA bundle. Defaults to configured OpenSSL
+        bundles from environment variables and then certifi before falling
+        back to the standard requests bundle to improve consistency with
+        other Connection implementations
+    :arg client_cert: path to the file containing the private key and the
+        certificate, or cert only if using client_key
+    :arg client_key: path to the file containing the private key if using
+        separate cert and key files (client_cert will contain only the cert)
+    :arg headers: any custom http headers to be add to requests
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    :arg pool_maxsize: Maximum connection pool size used by pool-manager
+        For custom connection-pooling on current session
+    :arg metrics: metrics is an instance of a subclass of the
+        :class:`~opensearchpy.Metrics` class, used for collecting
+        and reporting metrics related to the client's operations;
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: bool = True,
+        ssl_show_warn: bool = True,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        headers: Any = None,
+        http_compress: Any = None,
+        opaque_id: Any = None,
+        pool_maxsize: Any = None,
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        self.metrics = metrics
+        if not REQUESTS_AVAILABLE:
+            raise ImproperlyConfigured(
+                "Please install requests to use RequestsHttpConnection."
+            )
+
+        # Initialize Session so .headers works before calling super().__init__().
+        self.session = requests.Session()
+        for key in list(self.session.headers):
+            self.session.headers.pop(key)
+
+        # Mount http-adapter with custom connection-pool size. Default=10
+        if pool_maxsize and isinstance(pool_maxsize, int):
+            pool_adapter = requests.adapters.HTTPAdapter(pool_maxsize=pool_maxsize)
+            self.session.mount("http://", pool_adapter)
+            self.session.mount("https://", pool_adapter)
+
+        super(RequestsHttpConnection, self).__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if not self.http_compress:
+            # Need to set this to 'None' otherwise Requests adds its own.
+            self.session.headers["accept-encoding"] = None  # type: ignore
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = tuple(http_auth)
+            elif isinstance(http_auth, string_types):
+                http_auth = tuple(http_auth.split(":", 1))  # type: ignore
+            self.session.auth = http_auth
+
+        self.base_url = "%s%s" % (
+            self.host,
+            self.url_prefix,
+        )
+        self.session.verify = verify_certs
+        if not client_key:
+            self.session.cert = client_cert
+        elif client_cert:
+            # cert is a tuple of (certfile, keyfile)
+            self.session.cert = (client_cert, client_key)
+        if ca_certs:
+            if not verify_certs:
+                raise ImproperlyConfigured(
+                    "You cannot pass CA certificates when verify SSL is off."
+                )
+            self.session.verify = ca_certs
+        elif verify_certs:
+            ca_certs = self.default_ca_certs()
+            if ca_certs:
+                self.session.verify = ca_certs
+
+        if not ssl_show_warn:
+            requests.packages.urllib3.disable_warnings()  # type: ignore
+
+        if self.use_ssl and not verify_certs and ssl_show_warn:
+            warnings.warn(
+                "Connecting to %s using SSL with verify_certs=False is insecure."
+                % self.host
+            )
+
+    def perform_request(  # type: ignore
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        allow_redirects: Optional[bool] = True,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        url = self.base_url + url
+        headers = headers or {}
+        if params:
+            url = "%s?%s" % (url, urlencode(params or {}))
+
+        orig_body = body
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            headers["content-encoding"] = "gzip"  # type: ignore
+
+        start = time.time()
+        request = requests.Request(method=method, headers=headers, url=url, data=body)
+        prepared_request = self.session.prepare_request(request)
+        settings = self.session.merge_environment_settings(
+            prepared_request.url, {}, None, None, None
+        )
+        send_kwargs: Any = {
+            "timeout": timeout or self.timeout,
+            "allow_redirects": allow_redirects,
+        }
+        send_kwargs.update(settings)
+        try:
+            self.metrics.request_start()
+            response = self.session.send(prepared_request, **send_kwargs)
+            duration = time.time() - start
+            raw_data = response.content.decode("utf-8", "surrogatepass")
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                url,
+                prepared_request.path_url,
+                orig_body,
+                time.time() - start,
+                exception=e,
+            )
+            if isinstance(e, requests.exceptions.SSLError):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(e, requests.Timeout):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+        finally:
+            self.metrics.request_end()
+
+        # raise warnings if any from the 'Warnings' header.
+        warnings_headers = (
+            (response.headers["warning"],) if "warning" in response.headers else ()
+        )
+        self._raise_warnings(warnings_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if (
+            not (200 <= response.status_code < 300)
+            and response.status_code not in ignore
+        ):
+            self.log_request_fail(
+                method,
+                url,
+                response.request.path_url,
+                orig_body,
+                duration,
+                response.status_code,
+                raw_data,
+            )
+            self._raise_error(
+                response.status_code,
+                raw_data,
+                response.headers.get("Content-Type"),
+            )
+
+        self.log_request_success(
+            method,
+            url,
+            response.request.path_url,
+            orig_body,
+            response.status_code,
+            raw_data,
+            duration,
+        )
+
+        return response.status_code, response.headers, raw_data
+
+    @property
+    def headers(self) -> Any:  # type: ignore
+        return self.session.headers
+
+    def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        self.session.close()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_urllib3.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_urllib3.py
new file mode 100644
index 000000000..e3b60cf3f
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_urllib3.py
@@ -0,0 +1,329 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import ssl
+import time
+import warnings
+from typing import Any, Callable, Collection, Mapping, Optional, Union
+
+import urllib3
+from urllib3.exceptions import ReadTimeoutError
+from urllib3.exceptions import SSLError as UrllibSSLError
+from urllib3.util.retry import Retry
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from ..compat import reraise_exceptions, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from .base import Connection
+
+# sentinel value for `verify_certs` and `ssl_show_warn`.
+# This is used to detect if a user is passing in a value
+# for SSL kwargs if also using an SSLContext.
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+def create_ssl_context(**kwargs: Any) -> Any:
+    """
+    A helper function around creating an SSL context
+
+    https://docs.python.org/3/library/ssl.html#context-creation
+
+    Accepts kwargs in the same manner as `create_default_context`.
+    """
+    ctx = ssl.create_default_context(**kwargs)
+    return ctx
+
+
+class Urllib3HttpConnection(Connection):
+    """
+    Default connection class using the `urllib3` library and the http protocol.
+
+    :arg host: hostname of the node (default: localhost)
+    :arg port: port to use (integer, default: 9200)
+    :arg url_prefix: optional url prefix for opensearch
+    :arg timeout: default timeout in seconds (float, default: 10)
+    :arg http_auth: optional http auth information as either ':' separated
+        string or a tuple
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg verify_certs: whether to verify SSL certificates
+    :arg ssl_show_warn: show warning when verify certs is disabled
+    :arg ca_certs: optional path to CA bundle.
+        See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
+        for instructions how to get default set
+    :arg client_cert: path to the file containing the private key and the
+        certificate, or cert only if using client_key
+    :arg client_key: path to the file containing the private key if using
+        separate cert and key files (client_cert will contain only the cert)
+    :arg ssl_version: version of the SSL protocol to use. Choices are:
+        SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
+        ``ssl`` module for exact options for your environment).
+    :arg ssl_assert_hostname: use hostname verification if not `False`
+    :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
+    :arg pool_maxsize: the number of connections which will be kept open to this
+        host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
+        information.
+    :arg headers: any custom http headers to be add to requests
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    :arg metrics: metrics is an instance of a subclass of the
+        :class:`~opensearchpy.Metrics` class, used for collecting
+        and reporting metrics related to the client's operations;
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_hostname: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        pool_maxsize: Any = None,
+        headers: Any = None,
+        ssl_context: Any = None,
+        http_compress: Any = None,
+        opaque_id: Any = None,
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        self.metrics = metrics
+        # Initialize headers before calling super().__init__().
+        self.headers = urllib3.make_headers(keep_alive=True)
+
+        super(Urllib3HttpConnection, self).__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        self.http_auth = http_auth
+        if self.http_auth is not None:
+            if isinstance(self.http_auth, Callable):  # type: ignore
+                pass
+            elif isinstance(self.http_auth, (tuple, list)):
+                self.headers.update(
+                    urllib3.make_headers(basic_auth=":".join(http_auth))
+                )
+            else:
+                self.headers.update(urllib3.make_headers(basic_auth=http_auth))
+
+        pool_class: Any = urllib3.HTTPConnectionPool
+        kw = {}
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        # if ssl_context provided use SSL by default
+        if ssl_context and self.use_ssl:
+            pool_class = urllib3.HTTPSConnectionPool
+            kw.update(
+                {
+                    "assert_fingerprint": ssl_assert_fingerprint,
+                    "ssl_context": ssl_context,
+                }
+            )
+
+        elif self.use_ssl:
+            pool_class = urllib3.HTTPSConnectionPool
+            kw.update(
+                {
+                    "ssl_version": ssl_version,
+                    "assert_hostname": ssl_assert_hostname,
+                    "assert_fingerprint": ssl_assert_fingerprint,
+                }
+            )
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+
+                kw.update(
+                    {
+                        "cert_reqs": "CERT_REQUIRED",
+                        "ca_certs": ca_certs,
+                        "cert_file": client_cert,
+                        "key_file": client_key,
+                    }
+                )
+            else:
+                kw["cert_reqs"] = "CERT_NONE"
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+                if not ssl_show_warn:
+                    urllib3.disable_warnings()
+
+        if pool_maxsize and isinstance(pool_maxsize, int):
+            kw["maxsize"] = pool_maxsize
+
+        self._urllib3_pool_factory = lambda: pool_class(
+            self.hostname, port=self.port, timeout=self.timeout, **kw
+        )
+        self._create_urllib3_pool()
+
+    def _create_urllib3_pool(self) -> None:
+        self.pool = self._urllib3_pool_factory()  # type: ignore
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.pool is None:
+            self._create_urllib3_pool()
+        assert self.pool is not None
+
+        url = self.url_prefix + url
+        if params:
+            url = "%s?%s" % (url, urlencode(params))
+
+        full_url = self.host + url
+
+        start = time.time()
+        orig_body = body
+        try:
+            kw = {}
+            if timeout:
+                kw["timeout"] = timeout
+
+            # in python2 we need to make sure the url and method are not
+            # unicode. Otherwise the body will be decoded into unicode too and
+            # that will fail (#133, #201).
+            if not isinstance(url, str):
+                url = url.encode("utf-8")
+            if not isinstance(method, str):
+                method = method.encode("utf-8")
+
+            request_headers = self.headers.copy()
+            request_headers.update(headers or ())
+
+            if self.http_compress and body:
+                body = self._gzip_compress(body)
+                request_headers["content-encoding"] = "gzip"
+
+            if self.http_auth is not None:
+                if isinstance(self.http_auth, Callable):  # type: ignore
+                    request_headers.update(self.http_auth(method, full_url, body))
+
+            self.metrics.request_start()
+
+            response = self.pool.urlopen(
+                method, url, body, retries=Retry(False), headers=request_headers, **kw
+            )
+            duration = time.time() - start
+            raw_data = response.data.decode("utf-8", "surrogatepass")
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method, full_url, url, orig_body, time.time() - start, exception=e
+            )
+            if isinstance(e, UrllibSSLError):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(e, ReadTimeoutError):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+        finally:
+            self.metrics.request_end()
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.get_all("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method, full_url, url, orig_body, duration, response.status, raw_data
+            )
+            self._raise_error(
+                response.status,
+                raw_data,
+                self.get_response_headers(response).get("content-type"),
+            )
+
+        self.log_request_success(
+            method, full_url, url, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    def get_response_headers(self, response: Any) -> Any:
+        return {header.lower(): value for header, value in response.headers.items()}
+
+    def close(self) -> None:
+        """
+        Explicitly closes connection
+        """
+        if self.pool:
+            self.pool.close()
+            self.pool = None
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/pooling.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/pooling.py
new file mode 100644
index 000000000..a7a61f4b3
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/pooling.py
@@ -0,0 +1,68 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .base import Connection
+
+try:
+    import queue
+except ImportError:
+    import Queue as queue  # type: ignore
+
+
+class PoolingConnection(Connection):
+    _free_connections: queue.Queue[Connection]
+
+    """
+    Base connection class for connections that use libraries without thread
+    safety and no capacity for connection pooling. To use this just implement a
+    ``_make_connection`` method that constructs a new connection and returns
+    it.
+    """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        self._free_connections = queue.Queue()
+        super(PoolingConnection, self).__init__(*args, **kwargs)
+
+    def _make_connection(self) -> Connection:
+        raise NotImplementedError
+
+    def _get_connection(self) -> Connection:
+        try:
+            return self._free_connections.get_nowait()
+        except queue.Empty:
+            return self._make_connection()
+
+    def _release_connection(self, con: Connection) -> None:
+        self._free_connections.put(con)
+
+    def close(self) -> None:
+        """
+        Explicitly close connection
+        """
+        pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection_pool.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection_pool.py
new file mode 100644
index 000000000..d796aa13a
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection_pool.py
@@ -0,0 +1,335 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import logging
+import random
+import threading
+import time
+from queue import Empty, PriorityQueue
+from typing import Any, Dict, Optional, Sequence, Tuple, Type
+
+from .connection import Connection
+from .exceptions import ImproperlyConfigured
+
+logger: logging.Logger = logging.getLogger("opensearch")
+
+
+class ConnectionSelector(object):
+    """
+    Simple class used to select a connection from a list of currently live
+    connection instances. In init time it is passed a dictionary containing all
+    the connections' options which it can then use during the selection
+    process. When the `select` method is called it is given a list of
+    *currently* live connections to choose from.
+
+    The options dictionary is the one that has been passed to
+    :class:`~opensearchpy.Transport` as `hosts` param and the same that is
+    used to construct the Connection object itself. When the Connection was
+    created from information retrieved from the cluster via the sniffing
+    process it will be the dictionary returned by the `host_info_callback`.
+
+    Example of where this would be useful is a zone-aware selector that would
+    only select connections from its own zones and only fall back to other
+    connections where there would be none in its zones.
+    """
+
+    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
+        """
+        :arg opts: dictionary of connection instances and their options
+        """
+        self.connection_opts = opts
+
+    def select(self, connections: Sequence[Connection]) -> None:
+        """
+        Select a connection from the given list.
+
+        :arg connections: list of live connections to choose from
+        """
+        pass
+
+
+class RandomSelector(ConnectionSelector):
+    """
+    Select a connection at random
+    """
+
+    def select(self, connections: Sequence[Connection]) -> Any:
+        return random.choice(connections)
+
+
+class RoundRobinSelector(ConnectionSelector):
+    """
+    Selector using round-robin.
+    """
+
+    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
+        super(RoundRobinSelector, self).__init__(opts)
+        self.data = threading.local()
+
+    def select(self, connections: Sequence[Connection]) -> Any:
+        self.data.rr = getattr(self.data, "rr", -1) + 1
+        self.data.rr %= len(connections)
+        return connections[self.data.rr]
+
+
+class ConnectionPool(object):
+    """
+    Container holding the :class:`~opensearchpy.Connection` instances,
+    managing the selection process (via a
+    :class:`~opensearchpy.ConnectionSelector`) and dead connections.
+
+    It's only interactions are with the :class:`~opensearchpy.Transport` class
+    that drives all the actions within `ConnectionPool`.
+
+    Initially connections are stored on the class as a list and, along with the
+    connection options, get passed to the `ConnectionSelector` instance for
+    future reference.
+
+    Upon each request the `Transport` will ask for a `Connection` via the
+    `get_connection` method. If the connection fails (its `perform_request`
+    raises a `ConnectionError`) it will be marked as dead (via `mark_dead`) and
+    put on a timeout (if it fails N times in a row the timeout is exponentially
+    longer - the formula is `default_timeout * 2 ** (fail_count - 1)`). When
+    the timeout is over the connection will be resurrected and returned to the
+    live pool. A connection that has been previously marked as dead and
+    succeeds will be marked as live (its fail count will be deleted).
+    """
+
+    connections_opts: Sequence[Tuple[Connection, Any]]
+    connections: Any
+    orig_connections: Tuple[Connection, ...]
+    dead: Any
+    dead_count: Dict[Any, int]
+    dead_timeout: float
+    timeout_cutoff: int
+    selector: Any
+
+    def __init__(
+        self,
+        connections: Any,
+        dead_timeout: float = 60,
+        timeout_cutoff: int = 5,
+        selector_class: Type[ConnectionSelector] = RoundRobinSelector,
+        randomize_hosts: bool = True,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg connections: list of tuples containing the
+            :class:`~opensearchpy.Connection` instance and its options
+        :arg dead_timeout: number of seconds a connection should be retired for
+            after a failure, increases on consecutive failures
+        :arg timeout_cutoff: number of consecutive failures after which the
+            timeout doesn't increase
+        :arg selector_class: :class:`~opensearchpy.ConnectionSelector`
+            subclass to use if more than one connection is live
+        :arg randomize_hosts: shuffle the list of connections upon arrival to
+            avoid dog piling effect across processes
+        """
+        if not connections:
+            raise ImproperlyConfigured(
+                "No defined connections, you need to " "specify at least one host."
+            )
+        self.connection_opts = connections
+        self.connections = [c for (c, opts) in connections]
+        # remember original connection list for resurrect(force=True)
+        self.orig_connections = tuple(self.connections)
+        # PriorityQueue for thread safety and ease of timeout management
+        self.dead = PriorityQueue(len(self.connections))
+        self.dead_count = {}
+
+        if randomize_hosts:
+            # randomize the connection list to avoid all clients hitting same node
+            # after startup/restart
+            random.shuffle(self.connections)
+
+        # default timeout after which to try resurrecting a connection
+        self.dead_timeout = dead_timeout
+        self.timeout_cutoff = timeout_cutoff
+
+        self.selector = selector_class(dict(connections))  # type: ignore
+
+    def mark_dead(self, connection: Any, now: Optional[float] = None) -> None:
+        """
+        Mark the connection as dead (failed). Remove it from the live pool and
+        put it on a timeout.
+
+        :arg connection: the failed instance
+        """
+        # allow inject for testing purposes
+        now = now if now else time.time()
+        try:
+            self.connections.remove(connection)
+        except ValueError:
+            logger.info(
+                "Attempted to remove %r, but it does not exist in the connection pool.",
+                connection,
+            )
+            # connection not alive or another thread marked it already, ignore
+            return
+        else:
+            dead_count = self.dead_count.get(connection, 0) + 1
+            self.dead_count[connection] = dead_count
+            timeout = self.dead_timeout * 2 ** min(dead_count - 1, self.timeout_cutoff)
+            self.dead.put((now + timeout, connection))
+            logger.warning(
+                "Connection %r has failed for %i times in a row, putting on %i second timeout.",
+                connection,
+                dead_count,
+                timeout,
+            )
+
+    def mark_live(self, connection: Any) -> None:
+        """
+        Mark connection as healthy after a resurrection. Resets the fail
+        counter for the connection.
+
+        :arg connection: the connection to redeem
+        """
+        try:
+            del self.dead_count[connection]
+        except KeyError:
+            # race condition, safe to ignore
+            pass
+
+    def resurrect(self, force: bool = False) -> Any:
+        """
+        Attempt to resurrect a connection from the dead pool. It will try to
+        locate one (not all) eligible (its timeout is over) connection to
+        return to the live pool. Any resurrected connection is also returned.
+
+        :arg force: resurrect a connection even if there is none eligible (used
+            when we have no live connections). If force is specified resurrect
+            always returns a connection.
+
+        """
+        # no dead connections
+        if self.dead.empty():
+            # we are forced to return a connection, take one from the original
+            # list. This is to avoid a race condition where get_connection can
+            # see no live connections but when it calls resurrect self.dead is
+            # also empty. We assume that other threat has resurrected all
+            # available connections so we can safely return one at random.
+            if force:
+                return random.choice(self.orig_connections)
+            return
+
+        try:
+            # retrieve a connection to check
+            timeout, connection = self.dead.get(block=False)
+        except Empty:
+            # other thread has been faster and the queue is now empty. If we
+            # are forced, return a connection at random again.
+            if force:
+                return random.choice(self.orig_connections)
+            return
+
+        if not force and timeout > time.time():
+            # return it back if not eligible and not forced
+            self.dead.put((timeout, connection))
+            return
+
+        # either we were forced or the connection is eligible to be retried
+        self.connections.append(connection)
+        logger.info("Resurrecting connection %r (force=%s).", connection, force)
+        return connection
+
+    def get_connection(self) -> Any:
+        """
+        Return a connection from the pool using the `ConnectionSelector`
+        instance.
+
+        It tries to resurrect eligible connections, forces a resurrection when
+        no connections are available and passes the list of live connections to
+        the selector instance to choose from.
+
+        Returns a connection instance and its current fail count.
+        """
+        self.resurrect()
+        connections = self.connections[:]
+
+        # no live nodes, resurrect one by force and return it
+        if not connections:
+            return self.resurrect(True)
+
+        # only call selector if we have a selection
+        if len(connections) > 1:
+            return self.selector.select(connections)
+
+        # only one connection, no need for a selector
+        return connections[0]
+
+    def close(self) -> Any:
+        """
+        Explicitly closes connections
+        """
+        for conn in self.connections:
+            conn.close()
+
+    def __repr__(self) -> str:
+        return "<%s: %r>" % (type(self).__name__, self.connections)
+
+
+class DummyConnectionPool(ConnectionPool):
+    def __init__(self, connections: Any, **kwargs: Any) -> None:
+        if len(connections) != 1:
+            raise ImproperlyConfigured(
+                "DummyConnectionPool needs exactly one " "connection defined."
+            )
+        # we need connection opts for sniffing logic
+        self.connection_opts = connections
+        self.connection: Any = connections[0][0]
+        self.connections = (self.connection,)
+
+    def get_connection(self) -> Any:
+        return self.connection
+
+    def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        self.connection.close()
+
+    def _noop(self, *args: Any, **kwargs: Any) -> Any:
+        pass
+
+    mark_dead = mark_live = resurrect = _noop
+
+
+class EmptyConnectionPool(ConnectionPool):
+    """A connection pool that is empty. Errors out if used."""
+
+    def __init__(self, *_: Any, **__: Any) -> None:
+        self.connections = []
+        self.connection_opts = []
+
+    def get_connection(self) -> Connection:
+        raise ImproperlyConfigured("No connections were configured")
+
+    def _noop(self, *args: Any, **kwargs: Any) -> Any:
+        pass
+
+    close = mark_dead = mark_live = resurrect = _noop
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/exceptions.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/exceptions.py
new file mode 100644
index 000000000..fdea1e2a7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/exceptions.py
@@ -0,0 +1,210 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, Dict, Type, Union
+
+__all__ = [
+    "ImproperlyConfigured",
+    "OpenSearchException",
+    "SerializationError",
+    "TransportError",
+    "NotFoundError",
+    "ConflictError",
+    "RequestError",
+    "ConnectionError",
+    "SSLError",
+    "ConnectionTimeout",
+    "AuthenticationException",
+    "AuthorizationException",
+    "OpenSearchDslException",
+    "UnknownDslObject",
+    "ValidationException",
+    "IllegalOperation",
+    "OpenSearchWarning",
+    "OpenSearchDeprecationWarning",
+]
+
+
+class ImproperlyConfigured(Exception):
+    """
+    Exception raised when the config passed to the client is inconsistent or invalid.
+    """
+
+
+class OpenSearchException(Exception):
+    """
+    Base class for all exceptions raised by this package's operations (doesn't
+    apply to :class:`~opensearchpy.ImproperlyConfigured`).
+    """
+
+
+class SerializationError(OpenSearchException):
+    """
+    Data passed in failed to serialize properly in the ``Serializer`` being
+    used.
+    """
+
+
+class TransportError(OpenSearchException):
+    """
+    Exception raised when OpenSearch returns a non-OK (>=400) HTTP status code. Or when
+    an actual connection error happens; in that case the ``status_code`` will
+    be set to ``'N/A'``.
+    """
+
+    @property
+    def status_code(self) -> Union[str, int]:
+        """
+        The HTTP status code of the response that precipitated the error or
+        ``'N/A'`` if not applicable.
+        """
+        return self.args[0]  # type: ignore
+
+    @property
+    def error(self) -> str:
+        """A string error message."""
+        return self.args[1]  # type: ignore
+
+    @property
+    def info(self) -> Union[Dict[str, Any], Exception, Any]:
+        """
+        Dict of returned error info from OpenSearch, where available, underlying
+        exception when not.
+        """
+        return self.args[2]
+
+    def __str__(self) -> str:
+        cause = ""
+        try:
+            if self.info and isinstance(self.info, dict) and "error" in self.info:
+                error = self.info["error"]
+                if isinstance(error, dict):
+                    root_cause = error["root_cause"][0]
+                    cause = ", ".join(
+                        filter(
+                            None,
+                            [
+                                repr(root_cause["reason"]),
+                                root_cause.get("resource.id"),
+                                root_cause.get("resource.type"),
+                            ],
+                        )
+                    )
+
+                else:
+                    cause = repr(self.info["error"])
+        except LookupError:
+            pass
+        msg = ", ".join(filter(None, [str(self.status_code), repr(self.error), cause]))
+        return "%s(%s)" % (self.__class__.__name__, msg)
+
+
+class ConnectionError(TransportError):
+    """
+    Error raised when there was an exception while talking to OpenSearch. Original
+    exception from the underlying :class:`~opensearchpy.Connection`
+    implementation is available as ``.info``.
+    """
+
+    def __str__(self) -> str:
+        return "ConnectionError(%s) caused by: %s(%s)" % (
+            self.error,
+            self.info.__class__.__name__,
+            self.info,
+        )
+
+
+class SSLError(ConnectionError):
+    """Error raised when encountering SSL errors."""
+
+
+class ConnectionTimeout(ConnectionError):
+    """A network timeout. Doesn't cause a node retry by default."""
+
+    def __str__(self) -> str:
+        return "ConnectionTimeout caused by - %s(%s)" % (
+            self.info.__class__.__name__,
+            self.info,
+        )
+
+
+class NotFoundError(TransportError):
+    """Exception representing a 404 status code."""
+
+
+class ConflictError(TransportError):
+    """Exception representing a 409 status code."""
+
+
+class RequestError(TransportError):
+    """Exception representing a 400 status code."""
+
+
+class AuthenticationException(TransportError):
+    """Exception representing a 401 status code."""
+
+
+class AuthorizationException(TransportError):
+    """Exception representing a 403 status code."""
+
+
+class OpenSearchDslException(Exception):
+    """Base class for all OpenSearchDsl exceptions"""
+
+
+class UnknownDslObject(OpenSearchDslException):
+    """Exception representing UnknownDSLObject"""
+
+
+class ValidationException(ValueError, OpenSearchDslException):
+    """Exception representing Validation Error"""
+
+
+class IllegalOperation(OpenSearchDslException):
+    """Exception representing IllegalOperation"""
+
+
+class OpenSearchWarning(Warning):
+    """Warning that is raised when a deprecated option
+    or incorrect usage is flagged via the 'Warning' HTTP header.
+    """
+
+
+# Alias of 'OpenSearchWarning' for backwards compatibility.
+# Additional functionality was added to the 'Warning' HTTP header
+# not related to deprecations.
+OpenSearchDeprecationWarning = OpenSearchWarning
+
+
+# more generic mappings from status_code to python exceptions
+HTTP_EXCEPTIONS: Dict[int, Type[OpenSearchException]] = {
+    400: RequestError,
+    401: AuthenticationException,
+    403: AuthorizationException,
+    404: NotFoundError,
+    409: ConflictError,
+}
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/__init__.py
new file mode 100644
index 000000000..8057de7ec
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/__init__.py
@@ -0,0 +1,67 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from .._async.helpers.actions import (
+    async_bulk,
+    async_reindex,
+    async_scan,
+    async_streaming_bulk,
+)
+from .actions import (
+    _chunk_actions,
+    _process_bulk_chunk,
+    bulk,
+    expand_action,
+    parallel_bulk,
+    reindex,
+    scan,
+    streaming_bulk,
+)
+from .asyncsigner import AWSV4SignerAsyncAuth
+from .errors import BulkIndexError, ScanError
+from .signer import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
+
+__all__ = [
+    "BulkIndexError",
+    "ScanError",
+    "expand_action",
+    "streaming_bulk",
+    "bulk",
+    "parallel_bulk",
+    "scan",
+    "reindex",
+    "_chunk_actions",
+    "_process_bulk_chunk",
+    "AWSV4SignerAuth",
+    "AWSV4SignerAsyncAuth",
+    "RequestsAWSV4SignerAuth",
+    "Urllib3AWSV4SignerAuth",
+    "async_scan",
+    "async_bulk",
+    "async_reindex",
+    "async_streaming_bulk",
+]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/actions.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/actions.py
new file mode 100644
index 000000000..c7f241390
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/actions.py
@@ -0,0 +1,691 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import logging
+import time
+from operator import methodcaller
+from typing import Any, Optional
+
+from ..compat import Mapping, Queue, map, string_types
+from ..exceptions import TransportError
+from .errors import BulkIndexError, ScanError
+
+logger = logging.getLogger("opensearchpy.helpers")
+
+
+def expand_action(data: Any) -> Any:
+    """
+    From one document or action definition passed in by the user extract the
+    action/data lines needed for opensearch's
+    :meth:`~opensearchpy.OpenSearch.bulk` api.
+    """
+    # when given a string, assume user wants to index raw json
+    if isinstance(data, string_types):
+        return '{"index":{}}', data
+
+    # make sure we don't alter the action
+    data = data.copy()
+    op_type = data.pop("_op_type", "index")
+    action: Any = {op_type: {}}
+
+    # If '_source' is a dict use it for source
+    # otherwise if op_type == 'update' then
+    # '_source' should be in the metadata.
+    if (
+        op_type == "update"
+        and "_source" in data
+        and not isinstance(data["_source"], Mapping)
+    ):
+        action[op_type]["_source"] = data.pop("_source")
+
+    for key in (
+        "_id",
+        "_index",
+        "_if_seq_no",
+        "_if_primary_term",
+        "_parent",
+        "_percolate",
+        "_retry_on_conflict",
+        "_routing",
+        "_timestamp",
+        "_version",
+        "_version_type",
+        "if_seq_no",
+        "if_primary_term",
+        "parent",
+        "pipeline",
+        "retry_on_conflict",
+        "routing",
+        "version",
+        "version_type",
+    ):
+        if key in data:
+            if key in {
+                "_if_seq_no",
+                "_if_primary_term",
+                "_parent",
+                "_retry_on_conflict",
+                "_routing",
+                "_version",
+                "_version_type",
+            }:
+                action[op_type][key[1:]] = data.pop(key)
+            else:
+                action[op_type][key] = data.pop(key)
+
+    # no data payload for delete
+    if op_type == "delete":
+        return action, None
+
+    return action, data.get("_source", data)
+
+
+class _ActionChunker:
+    def __init__(self, chunk_size: int, max_chunk_bytes: int, serializer: Any) -> None:
+        self.chunk_size = chunk_size
+        self.max_chunk_bytes = max_chunk_bytes
+        self.serializer = serializer
+
+        self.size = 0
+        self.action_count = 0
+        self.bulk_actions: Any = []
+        self.bulk_data: Any = []
+
+    def feed(self, action: Any, data: Any) -> Any:
+        ret = None
+        raw_data, raw_action = data, action
+        action = self.serializer.dumps(action)
+        # +1 to account for the trailing new line character
+        cur_size = len(action.encode("utf-8")) + 1
+
+        if data is not None:
+            data = self.serializer.dumps(data)
+            cur_size += len(data.encode("utf-8")) + 1
+
+        # full chunk, send it and start a new one
+        if self.bulk_actions and (
+            self.size + cur_size > self.max_chunk_bytes
+            or self.action_count == self.chunk_size
+        ):
+            ret = (self.bulk_data, self.bulk_actions)
+            self.bulk_actions, self.bulk_data = [], []
+            self.size, self.action_count = 0, 0
+
+        self.bulk_actions.append(action)
+        if data is not None:
+            self.bulk_actions.append(data)
+            self.bulk_data.append((raw_action, raw_data))
+        else:
+            self.bulk_data.append((raw_action,))
+
+        self.size += cur_size
+        self.action_count += 1
+        return ret
+
+    def flush(self) -> Any:
+        ret = None
+        if self.bulk_actions:
+            ret = (self.bulk_data, self.bulk_actions)
+            self.bulk_actions, self.bulk_data = [], []
+        return ret
+
+
+def _chunk_actions(
+    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
+) -> Any:
+    """
+    Split actions into chunks by number or size, serialize them into strings in
+    the process.
+    """
+    chunker = _ActionChunker(
+        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
+    )
+    for action, data in actions:
+        ret = chunker.feed(action, data)
+        if ret:
+            yield ret
+    ret = chunker.flush()
+    if ret:
+        yield ret
+
+
+def _process_bulk_chunk_success(
+    resp: Any, bulk_data: Any, ignore_status: Any = (), raise_on_error: bool = True
+) -> Any:
+    # if raise on error is set, we need to collect errors per chunk before raising them
+    errors = []
+
+    # go through request-response pairs and detect failures
+    for data, (op_type, item) in zip(
+        bulk_data, map(methodcaller("popitem"), resp["items"])
+    ):
+        status_code = item.get("status", 500)
+
+        ok = 200 <= status_code < 300
+        if not ok and raise_on_error and status_code not in ignore_status:
+            # include original document source
+            if len(data) > 1:
+                item["data"] = data[1]
+            errors.append({op_type: item})
+
+        if ok or not errors:
+            # if we are not just recording all errors to be able to raise
+            # them all at once, yield items individually
+            yield ok, {op_type: item}
+
+    if errors:
+        raise BulkIndexError("%i document(s) failed to index." % len(errors), errors)
+
+
+def _process_bulk_chunk_error(
+    error: Any,
+    bulk_data: Any,
+    ignore_status: Any = (),
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+) -> Any:
+    # default behavior - just propagate exception
+    if raise_on_exception and error.status_code not in ignore_status:
+        raise error
+
+    # if we are not propagating, mark all actions in current chunk as failed
+    err_message = str(error)
+    exc_errors = []
+
+    for data in bulk_data:
+        # collect all the information about failed actions
+        op_type, action = data[0].copy().popitem()
+        info = {"error": err_message, "status": error.status_code, "exception": error}
+        if op_type != "delete":
+            info["data"] = data[1]
+        info.update(action)
+        exc_errors.append({op_type: info})
+
+    # emulate standard behavior for failed actions
+    if raise_on_error and error.status_code not in ignore_status:
+        raise BulkIndexError(
+            "%i document(s) failed to index." % len(exc_errors), exc_errors
+        )
+    else:
+        for err in exc_errors:
+            yield False, err
+
+
+def _process_bulk_chunk(
+    client: Any,
+    bulk_actions: Any,
+    bulk_data: Any,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Send a bulk request to opensearch and process the output.
+    """
+    if not isinstance(ignore_status, (list, tuple)):
+        ignore_status = (ignore_status,)
+
+    try:
+        # send the actual request
+        resp = client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
+    except TransportError as e:
+        gen = _process_bulk_chunk_error(
+            error=e,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_exception=raise_on_exception,
+            raise_on_error=raise_on_error,
+        )
+    else:
+        gen = _process_bulk_chunk_success(
+            resp=resp,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_error=raise_on_error,
+        )
+    for item in gen:
+        yield item
+
+
+def streaming_bulk(
+    client: Any,
+    actions: Any,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    raise_on_error: bool = True,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    max_retries: int = 0,
+    initial_backoff: int = 2,
+    max_backoff: int = 600,
+    yield_ok: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Streaming bulk consumes actions from the iterable passed in and yields
+    results per action. For non-streaming usecases use
+    :func:`~opensearchpy.helpers.bulk` which is a wrapper around streaming
+    bulk that returns summary information about the bulk operation once the
+    entire input is consumed and sent.
+
+    If you specify ``max_retries`` it will also retry any documents that were
+    rejected with a ``429`` status code. To do this it will wait (**by calling
+    time.sleep which will block**) for ``initial_backoff`` seconds and then,
+    every subsequent rejection for the same chunk, for double the time every
+    time up to ``max_backoff`` seconds.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterable containing the actions to be executed
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg max_retries: maximum number of times a document will be retried when
+        ``429`` is received, set to 0 (default) for no retries on ``429``
+    :arg initial_backoff: number of seconds we should wait before the first
+        retry. Any subsequent retries will be powers of ``initial_backoff *
+        2**retry_number``
+    :arg max_backoff: maximum number of seconds a retry will wait
+    :arg yield_ok: if set to False will skip successful documents in the output
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+    actions = map(expand_action_callback, actions)
+
+    for bulk_data, bulk_actions in _chunk_actions(
+        actions, chunk_size, max_chunk_bytes, client.transport.serializer
+    ):
+        for attempt in range(max_retries + 1):
+            to_retry: Any = []
+            to_retry_data: Any = []
+            if attempt:
+                time.sleep(min(max_backoff, initial_backoff * 2 ** (attempt - 1)))
+
+            try:
+                for data, (ok, info) in zip(
+                    bulk_data,
+                    _process_bulk_chunk(
+                        client,
+                        bulk_actions,
+                        bulk_data,
+                        raise_on_exception,
+                        raise_on_error,
+                        ignore_status,
+                        *args,
+                        **kwargs
+                    ),
+                ):
+                    if not ok:
+                        action, info = info.popitem()
+                        # retry if retries enabled, we get 429, and we are not
+                        # in the last attempt
+                        if (
+                            max_retries
+                            and info["status"] == 429
+                            and (attempt + 1) <= max_retries
+                        ):
+                            # _process_bulk_chunk expects strings so we need to
+                            # re-serialize the data
+                            to_retry.extend(
+                                map(client.transport.serializer.dumps, data)
+                            )
+                            to_retry_data.append(data)
+                        else:
+                            yield ok, {action: info}
+                    elif yield_ok:
+                        yield ok, info
+
+            except TransportError as e:
+                # suppress 429 errors since we will retry them
+                if attempt == max_retries or e.status_code != 429:
+                    raise
+            else:
+                if not to_retry:
+                    break
+                # retry only subset of documents that didn't succeed
+                bulk_actions, bulk_data = to_retry, to_retry_data
+
+
+def bulk(
+    client: Any,
+    actions: Any,
+    stats_only: bool = False,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Helper for the :meth:`~opensearchpy.OpenSearch.bulk` api that provides
+    a more human friendly interface - it consumes an iterator of actions and
+    sends them to opensearch in chunks. It returns a tuple with summary
+    information - number of successfully executed actions and either list of
+    errors or number of errors if ``stats_only`` is set to ``True``. Note that
+    by default we raise a ``BulkIndexError`` when we encounter an error so
+    options like ``stats_only`` only apply when ``raise_on_error`` is set to
+    ``False``.
+
+    When errors are being collected original document data is included in the
+    error dictionary which can lead to an extra high memory usage. If you need
+    to process a lot of data and want to ignore/collect errors please consider
+    using the :func:`~opensearchpy.helpers.streaming_bulk` helper which will
+    just return the errors and not store them in memory.
+
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg stats_only: if `True` only report number of successful/failed
+        operations instead of just number of successful and a list of error responses
+    :arg ignore_status: list of HTTP status code that you want to ignore
+
+    Any additional keyword arguments will be passed to
+    :func:`~opensearchpy.helpers.streaming_bulk` which is used to execute
+    the operation, see :func:`~opensearchpy.helpers.streaming_bulk` for more
+    accepted parameters.
+    """
+    success, failed = 0, 0
+
+    # list of errors to be collected is not stats_only
+    errors = []
+
+    # make streaming_bulk yield successful results so we can count them
+    kwargs["yield_ok"] = True
+    for ok, item in streaming_bulk(client, actions, ignore_status=ignore_status, *args, **kwargs):  # type: ignore
+        # go through request-response pairs and detect failures
+        if not ok:
+            if not stats_only:
+                errors.append(item)
+            failed += 1
+        else:
+            success += 1
+
+    return success, failed if stats_only else errors
+
+
+def parallel_bulk(
+    client: Any,
+    actions: Any,
+    thread_count: int = 4,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    queue_size: int = 4,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Parallel version of the bulk helper run in multiple threads at once.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg thread_count: size of the threadpool to use for the bulk requests
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg queue_size: size of the task queue between the main thread (producing
+        chunks to send) and the processing threads.
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+    # Avoid importing multiprocessing unless parallel_bulk is used
+    # to avoid exceptions on restricted environments like App Engine
+    from multiprocessing.pool import ThreadPool
+
+    actions = map(expand_action_callback, actions)
+
+    class BlockingPool(ThreadPool):
+        def _setup_queues(self) -> None:
+            super(BlockingPool, self)._setup_queues()  # type: ignore
+            # The queue must be at least the size of the number of threads to
+            # prevent hanging when inserting sentinel values during teardown.
+            self._inqueue: Any = Queue(max(queue_size, thread_count))
+            self._quick_put = self._inqueue.put
+
+    pool = BlockingPool(thread_count)
+
+    try:
+        for result in pool.imap(
+            lambda bulk_chunk: list(
+                _process_bulk_chunk(
+                    client,
+                    bulk_chunk[1],
+                    bulk_chunk[0],
+                    raise_on_exception,
+                    raise_on_error,
+                    ignore_status,
+                    *args,
+                    **kwargs
+                )
+            ),
+            _chunk_actions(
+                actions, chunk_size, max_chunk_bytes, client.transport.serializer
+            ),
+        ):
+            for item in result:
+                yield item
+
+    finally:
+        pool.close()
+        pool.join()
+
+
+def scan(
+    client: Any,
+    query: Any = None,
+    scroll: Optional[str] = "5m",
+    raise_on_error: Optional[bool] = True,
+    preserve_order: Optional[bool] = False,
+    size: Optional[int] = 1000,
+    request_timeout: Optional[float] = None,
+    clear_scroll: Optional[bool] = True,
+    scroll_kwargs: Any = None,
+    **kwargs: Any
+) -> Any:
+    """
+    Simple abstraction on top of the
+    :meth:`~opensearchpy.OpenSearch.scroll` api - a simple iterator that
+    yields all hits as returned by underlining scroll requests.
+
+    By default scan does not return results in any pre-determined order. To
+    have a standard order in the returned documents (either by score or
+    explicit sort definition) when scrolling, use ``preserve_order=True``. This
+    may be an expensive operation and will negate the performance benefits of
+    using ``scan``.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg raise_on_error: raises an exception (``ScanError``) if an error is
+        encountered (some shards fail to execute). By default we raise.
+    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
+        cause the scroll to paginate with preserving the order. Note that this
+        can be an extremely expensive operation and can easily lead to
+        unpredictable results, use with caution.
+    :arg size: size (per shard) of the batch send at each iteration.
+    :arg request_timeout: explicit timeout for each call to ``scan``
+    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
+        scroll API at the end of the method on completion or error, defaults
+        to true.
+    :arg scroll_kwargs: additional kwargs to be passed to
+        :meth:`~opensearchpy.OpenSearch.scroll`
+
+    Any additional keyword arguments will be passed to the initial
+    :meth:`~opensearchpy.OpenSearch.search` call::
+
+        scan(client,
+            query={"query": {"match": {"title": "python"}}},
+            index="orders-*",
+            doc_type="books"
+        )
+
+    """
+    scroll_kwargs = scroll_kwargs or {}
+
+    if not preserve_order:
+        query = query.copy() if query else {}
+        query["sort"] = "_doc"
+
+    # Grab options that should be propagated to every
+    # API call within this helper instead of just 'search()'
+    transport_kwargs = {}
+    for key in ("headers", "api_key", "http_auth"):
+        if key in kwargs:
+            transport_kwargs[key] = kwargs[key]
+
+    # If the user is using 'scroll_kwargs' we want
+    # to propagate there too, but to not break backwards
+    # compatibility we'll not override anything already given.
+    if scroll_kwargs is not None and transport_kwargs:
+        for key, val in transport_kwargs.items():
+            scroll_kwargs.setdefault(key, val)
+
+    # initial search
+    resp = client.search(
+        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
+    )
+    scroll_id = resp.get("_scroll_id")
+
+    try:
+        while scroll_id and resp.get("hits", {}).get("hits"):
+            for hit in resp.get("hits", {}).get("hits", []):
+                yield hit
+
+            _shards = resp.get("_shards")
+
+            if _shards:
+                # Default to 0 if the value isn't included in the response
+                shards_successful = _shards.get("successful", 0)
+                shards_skipped = _shards.get("skipped", 0)
+                shards_total = _shards.get("total", 0)
+
+            # check if we have any errors
+            if (shards_successful + shards_skipped) < shards_total:
+                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
+                logger.warning(
+                    shards_message,
+                    shards_successful,
+                    shards_skipped,
+                    shards_total,
+                )
+                if raise_on_error:
+                    raise ScanError(
+                        scroll_id,
+                        shards_message
+                        % (
+                            shards_successful,
+                            shards_skipped,
+                            shards_total,
+                        ),
+                    )
+
+            resp = client.scroll(
+                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
+            )
+            scroll_id = resp.get("_scroll_id")
+
+    finally:
+        if scroll_id and clear_scroll:
+            client.clear_scroll(
+                body={"scroll_id": [scroll_id]}, ignore=(404,), **transport_kwargs
+            )
+
+
+def reindex(
+    client: Any,
+    source_index: Any,
+    target_index: Any,
+    query: Any = None,
+    target_client: Any = None,
+    chunk_size: int = 500,
+    scroll: str = "5m",
+    scan_kwargs: Any = {},
+    bulk_kwargs: Any = {},
+) -> Any:
+    """
+    Reindex all documents from one index that satisfy a given query
+    to another, potentially (if `target_client` is specified) on a different cluster.
+    If you don't specify the query you will reindex all the documents.
+
+    Since ``2.3`` a :meth:`~opensearchpy.OpenSearch.reindex` api is
+    available as part of opensearch itself. It is recommended to use the api
+    instead of this helper wherever possible. The helper is here mostly for
+    backwards compatibility and for situations where more flexibility is
+    needed.
+
+    .. note::
+
+        This helper doesn't transfer mappings, just the data.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use (for
+        read if `target_client` is specified as well)
+    :arg source_index: index (or list of indices) to read documents from
+    :arg target_index: name of the index in the target cluster to populate
+    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
+    :arg target_client: optional, is specified will be used for writing (thus
+        enabling reindex between clusters)
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg scan_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.scan`
+    :arg bulk_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.bulk`
+    """
+    target_client = client if target_client is None else target_client
+    docs = scan(client, query=query, index=source_index, scroll=scroll, **scan_kwargs)
+
+    def _change_doc_index(hits: Any, index: Any) -> Any:
+        for h in hits:
+            h["_index"] = index
+            if "fields" in h:
+                h.update(h.pop("fields"))
+            yield h
+
+    kwargs = {"stats_only": True}
+    kwargs.update(bulk_kwargs)
+    return bulk(
+        target_client,
+        _change_doc_index(docs, target_index),
+        chunk_size=chunk_size,
+        **kwargs
+    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/aggs.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/aggs.py
new file mode 100644
index 000000000..a9b87521b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/aggs.py
@@ -0,0 +1,457 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import collections.abc as collections_abc
+from typing import Any, Optional
+
+from .response.aggs import AggResponse, BucketData, FieldBucketData, TopHitsData
+from .utils import DslBase
+
+
+def A(  # pylint: disable=invalid-name
+    name_or_agg: Any, filter: Any = None, **params: Any
+) -> Any:
+    if filter is not None:
+        if name_or_agg != "filter":
+            raise ValueError(
+                "Aggregation %r doesn't accept positional argument 'filter'."
+                % name_or_agg
+            )
+        params["filter"] = filter
+
+    # {"terms": {"field": "tags"}, "aggs": {...}}
+    if isinstance(name_or_agg, collections_abc.Mapping):
+        if params:
+            raise ValueError("A() cannot accept parameters when passing in a dict.")
+        # copy to avoid modifying in-place
+        agg = name_or_agg.copy()  # type: ignore
+        # pop out nested aggs
+        aggs = agg.pop("aggs", None)
+        # pop out meta data
+        meta = agg.pop("meta", None)
+        # should be {"terms": {"field": "tags"}}
+        if len(agg) != 1:
+            raise ValueError(
+                'A() can only accept dict with an aggregation ({"terms": {...}}). '
+                "Instead it got (%r)" % name_or_agg
+            )
+        agg_type, params = agg.popitem()
+        if aggs:
+            params = params.copy()
+            params["aggs"] = aggs
+        if meta:
+            params = params.copy()
+            params["meta"] = meta
+        return Agg.get_dsl_class(agg_type)(_expand__to_dot=False, **params)
+
+    # Terms(...) just return the nested agg
+    elif isinstance(name_or_agg, Agg):
+        if params:
+            raise ValueError(
+                "A() cannot accept parameters when passing in an Agg object."
+            )
+        return name_or_agg
+
+    # "terms", field="tags"
+    return Agg.get_dsl_class(name_or_agg)(**params)
+
+
+class Agg(DslBase):
+    _type_name: str = "agg"
+    _type_shortcut = staticmethod(A)
+    name: Optional[str] = None
+
+    def __contains__(self, key: Any) -> bool:
+        return False
+
+    def to_dict(self) -> Any:
+        d = super(Agg, self).to_dict()
+        if "meta" in d[self.name]:
+            d["meta"] = d[self.name].pop("meta")
+        return d
+
+    def result(self, search: Any, data: Any) -> Any:
+        return AggResponse(self, search, data)
+
+
+class AggBase(object):
+    _param_defs = {
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+    def __contains__(self: Any, key: Any) -> bool:
+        return key in self._params.get("aggs", {})
+
+    def __getitem__(self: Any, agg_name: Any) -> Any:
+        agg = self._params.setdefault("aggs", {})[agg_name]  # propagate KeyError
+
+        # make sure we're not mutating a shared state - whenever accessing a
+        # bucket, return a shallow copy of it to be safe
+        if isinstance(agg, Bucket):
+            agg = A(agg.name, **agg._params)
+            # be sure to store the copy so any modifications to it will affect us
+            self._params["aggs"][agg_name] = agg
+
+        return agg
+
+    def __setitem__(self: Any, agg_name: str, agg: Any) -> None:
+        self.aggs[agg_name] = A(agg)
+
+    def __iter__(self: Any) -> Any:
+        return iter(self.aggs)
+
+    def _agg(
+        self: Any, bucket: Any, name: Any, agg_type: Any, *args: Any, **params: Any
+    ) -> Any:
+        agg = self[name] = A(agg_type, *args, **params)
+
+        # For chaining - when creating new buckets return them...
+        if bucket:
+            return agg
+        # otherwise return self._base so we can keep chaining
+        else:
+            return self._base
+
+    def metric(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(False, name, agg_type, *args, **params)
+
+    def bucket(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(True, name, agg_type, *args, **params)
+
+    def pipeline(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(False, name, agg_type, *args, **params)
+
+    def result(self: Any, search: Any, data: Any) -> Any:
+        return BucketData(self, search, data)
+
+
+class Bucket(AggBase, Agg):
+    def __init__(self, **params: Any) -> None:
+        super(Bucket, self).__init__(**params)
+        # remember self for chaining
+        self._base = self
+
+    def to_dict(self) -> Any:
+        d = super(AggBase, self).to_dict()
+        if "aggs" in d[self.name]:
+            d["aggs"] = d[self.name].pop("aggs")
+        return d
+
+
+class Filter(Bucket):
+    name: Optional[str] = "filter"
+    _param_defs = {
+        "filter": {"type": "query"},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+    def __init__(self, filter: Any = None, **params: Any) -> None:
+        if filter is not None:
+            params["filter"] = filter
+        super(Filter, self).__init__(**params)
+
+    def to_dict(self) -> Any:
+        d = super(Filter, self).to_dict()
+        d[self.name].update(d[self.name].pop("filter", {}))
+        return d
+
+
+class Pipeline(Agg):
+    pass
+
+
+# bucket aggregations
+class Filters(Bucket):
+    name: str = "filters"
+    _param_defs = {
+        "filters": {"type": "query", "hash": True},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+
+class Children(Bucket):
+    name = "children"
+
+
+class Parent(Bucket):
+    name = "parent"
+
+
+class DateHistogram(Bucket):
+    name = "date_histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class AutoDateHistogram(DateHistogram):
+    name = "auto_date_histogram"
+
+
+class DateRange(Bucket):
+    name = "date_range"
+
+
+class GeoDistance(Bucket):
+    name = "geo_distance"
+
+
+class GeohashGrid(Bucket):
+    name = "geohash_grid"
+
+
+class GeotileGrid(Bucket):
+    name = "geotile_grid"
+
+
+class GeoCentroid(Bucket):
+    name = "geo_centroid"
+
+
+class Global(Bucket):
+    name = "global"
+
+
+class Histogram(Bucket):
+    name = "histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class IPRange(Bucket):
+    name = "ip_range"
+
+
+class Missing(Bucket):
+    name = "missing"
+
+
+class Nested(Bucket):
+    name = "nested"
+
+
+class Range(Bucket):
+    name = "range"
+
+
+class RareTerms(Bucket):
+    name = "rare_terms"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class ReverseNested(Bucket):
+    name = "reverse_nested"
+
+
+class SignificantTerms(Bucket):
+    name = "significant_terms"
+
+
+class SignificantText(Bucket):
+    name = "significant_text"
+
+
+class Terms(Bucket):
+    name = "terms"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class Sampler(Bucket):
+    name = "sampler"
+
+
+class DiversifiedSampler(Bucket):
+    name = "diversified_sampler"
+
+
+class Composite(Bucket):
+    name = "composite"
+    _param_defs = {
+        "sources": {"type": "agg", "hash": True, "multi": True},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+
+class VariableWidthHistogram(Bucket):
+    name = "variable_width_histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+# metric aggregations
+class TopHits(Agg):
+    name = "top_hits"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return TopHitsData(self, search, data)
+
+
+class Avg(Agg):
+    name = "avg"
+
+
+class WeightedAvg(Agg):
+    name = "weighted_avg"
+
+
+class Cardinality(Agg):
+    name = "cardinality"
+
+
+class ExtendedStats(Agg):
+    name = "extended_stats"
+
+
+class Boxplot(Agg):
+    name = "boxplot"
+
+
+class GeoBounds(Agg):
+    name = "geo_bounds"
+
+
+class Max(Agg):
+    name = "max"
+
+
+class MedianAbsoluteDeviation(Agg):
+    name = "median_absolute_deviation"
+
+
+class Min(Agg):
+    name = "min"
+
+
+class Percentiles(Agg):
+    name = "percentiles"
+
+
+class PercentileRanks(Agg):
+    name = "percentile_ranks"
+
+
+class ScriptedMetric(Agg):
+    name = "scripted_metric"
+
+
+class Stats(Agg):
+    name = "stats"
+
+
+class Sum(Agg):
+    name = "sum"
+
+
+class TTest(Agg):
+    name = "t_test"
+
+
+class ValueCount(Agg):
+    name = "value_count"
+
+
+# pipeline aggregations
+class AvgBucket(Pipeline):
+    name = "avg_bucket"
+
+
+class BucketScript(Pipeline):
+    name = "bucket_script"
+
+
+class BucketSelector(Pipeline):
+    name = "bucket_selector"
+
+
+class CumulativeSum(Pipeline):
+    name = "cumulative_sum"
+
+
+class CumulativeCardinality(Pipeline):
+    name = "cumulative_cardinality"
+
+
+class Derivative(Pipeline):
+    name = "derivative"
+
+
+class ExtendedStatsBucket(Pipeline):
+    name = "extended_stats_bucket"
+
+
+class Inference(Pipeline):
+    name = "inference"
+
+
+class MaxBucket(Pipeline):
+    name = "max_bucket"
+
+
+class MinBucket(Pipeline):
+    name = "min_bucket"
+
+
+class MovingFn(Pipeline):
+    name = "moving_fn"
+
+
+class MovingAvg(Pipeline):
+    name = "moving_avg"
+
+
+class MovingPercentiles(Pipeline):
+    name = "moving_percentiles"
+
+
+class Normalize(Pipeline):
+    name = "normalize"
+
+
+class PercentilesBucket(Pipeline):
+    name = "percentiles_bucket"
+
+
+class SerialDiff(Pipeline):
+    name = "serial_diff"
+
+
+class StatsBucket(Pipeline):
+    name = "stats_bucket"
+
+
+class SumBucket(Pipeline):
+    name = "sum_bucket"
+
+
+class BucketSort(Pipeline):
+    name = "bucket_sort"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/analysis.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/analysis.py
new file mode 100644
index 000000000..ff5d46b9a
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/analysis.py
@@ -0,0 +1,310 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any, Optional
+
+import six
+
+from opensearchpy.connection.connections import get_connection
+
+from .utils import AttrDict, DslBase, merge
+
+
+class AnalysisBase(object):
+    @classmethod
+    def _type_shortcut(
+        cls: Any, name_or_instance: Any, type: Any = None, **kwargs: Any
+    ) -> Any:
+        if isinstance(name_or_instance, cls):
+            if type or kwargs:
+                raise ValueError("%s() cannot accept parameters." % cls.__name__)
+            return name_or_instance
+
+        if not (type or kwargs):
+            return cls.get_dsl_class("builtin")(name_or_instance)
+
+        return cls.get_dsl_class(type, "custom")(
+            name_or_instance, type or "custom", **kwargs
+        )
+
+
+class CustomAnalysis(object):
+    name: Optional[str] = "custom"
+
+    def __init__(
+        self, filter_name: str, builtin_type: str = "custom", **kwargs: Any
+    ) -> None:
+        self._builtin_type = builtin_type
+        self._name = filter_name
+        super(CustomAnalysis, self).__init__(**kwargs)
+
+    def to_dict(self) -> Any:
+        # only name to present in lists
+        return self._name
+
+    def get_definition(self) -> Any:
+        d = super(CustomAnalysis, self).to_dict()  # type: ignore
+        d = d.pop(self.name)
+        d["type"] = self._builtin_type
+        return d
+
+
+class CustomAnalysisDefinition(CustomAnalysis):
+    def get_analysis_definition(self: Any) -> Any:
+        out = {self._type_name: {self._name: self.get_definition()}}
+
+        t: Any = getattr(self, "tokenizer", None)
+        if "tokenizer" in self._param_defs and hasattr(t, "get_definition"):
+            out["tokenizer"] = {t._name: t.get_definition()}
+
+        filters = {
+            f._name: f.get_definition()
+            for f in self.filter
+            if hasattr(f, "get_definition")
+        }
+        if filters:
+            out["filter"] = filters
+
+        # any sub filter definitions like multiplexers etc?
+        for f in self.filter:
+            if hasattr(f, "get_analysis_definition"):
+                d = f.get_analysis_definition()
+                if d:
+                    merge(out, d, True)
+
+        char_filters = {
+            f._name: f.get_definition()
+            for f in self.char_filter
+            if hasattr(f, "get_definition")
+        }
+        if char_filters:
+            out["char_filter"] = char_filters
+
+        return out
+
+
+class BuiltinAnalysis(object):
+    name: Optional[str] = "builtin"
+
+    def __init__(self, name: Any) -> None:
+        self._name = name
+        super(BuiltinAnalysis, self).__init__()
+
+    def to_dict(self) -> Any:
+        # only name to present in lists
+        return self._name
+
+
+class Analyzer(AnalysisBase, DslBase):
+    _type_name: str = "analyzer"
+    name: Optional[str] = None
+
+
+class BuiltinAnalyzer(BuiltinAnalysis, Analyzer):
+    def get_analysis_definition(self) -> Any:
+        return {}
+
+
+class CustomAnalyzer(CustomAnalysisDefinition, Analyzer):
+    _param_defs = {
+        "filter": {"type": "token_filter", "multi": True},
+        "char_filter": {"type": "char_filter", "multi": True},
+        "tokenizer": {"type": "tokenizer"},
+    }
+
+    def simulate(
+        self,
+        text: Any,
+        using: str = "default",
+        explain: bool = False,
+        attributes: Any = None,
+    ) -> Any:
+        """
+        Use the Analyze API of opensearch to test the outcome of this analyzer.
+
+        :arg text: Text to be analyzed
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg explain: will output all token attributes for each token. You can
+            filter token attributes you want to output by setting ``attributes``
+            option.
+        :arg attributes: if ``explain`` is specified, filter the token
+            attributes to return.
+        """
+        opensearch = get_connection(using)
+
+        body = {"text": text, "explain": explain}
+        if attributes:
+            body["attributes"] = attributes
+
+        definition = self.get_analysis_definition()
+        analyzer_def = self.get_definition()
+
+        for section in ("tokenizer", "char_filter", "filter"):
+            if section not in analyzer_def:
+                continue
+            sec_def = definition.get(section, {})
+            sec_names = analyzer_def[section]
+
+            if isinstance(sec_names, six.string_types):
+                body[section] = sec_def.get(sec_names, sec_names)
+            else:
+                body[section] = [
+                    sec_def.get(sec_name, sec_name) for sec_name in sec_names
+                ]
+
+        if self._builtin_type != "custom":
+            body["analyzer"] = self._builtin_type
+
+        return AttrDict(opensearch.indices.analyze(body=body))
+
+
+class Normalizer(AnalysisBase, DslBase):
+    _type_name: str = "normalizer"
+    name: Optional[str] = None
+
+
+class BuiltinNormalizer(BuiltinAnalysis, Normalizer):
+    def get_analysis_definition(self) -> Any:
+        return {}
+
+
+class CustomNormalizer(CustomAnalysisDefinition, Normalizer):
+    _param_defs = {
+        "filter": {"type": "token_filter", "multi": True},
+        "char_filter": {"type": "char_filter", "multi": True},
+    }
+
+
+class Tokenizer(AnalysisBase, DslBase):
+    _type_name: str = "tokenizer"
+    name: Optional[str] = None
+
+
+class BuiltinTokenizer(BuiltinAnalysis, Tokenizer):
+    pass
+
+
+class CustomTokenizer(CustomAnalysis, Tokenizer):
+    pass
+
+
+class TokenFilter(AnalysisBase, DslBase):
+    _type_name: str = "token_filter"
+    name: Optional[str] = None
+
+
+class BuiltinTokenFilter(BuiltinAnalysis, TokenFilter):
+    pass
+
+
+class CustomTokenFilter(CustomAnalysis, TokenFilter):
+    pass
+
+
+class MultiplexerTokenFilter(CustomTokenFilter):
+    name = "multiplexer"
+
+    def get_definition(self) -> Any:
+        d = super(CustomTokenFilter, self).get_definition()
+
+        if "filters" in d:
+            d["filters"] = [
+                # comma delimited string given by user
+                (
+                    fs
+                    if isinstance(fs, six.string_types)
+                    else
+                    # list of strings or TokenFilter objects
+                    ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
+                )
+                for fs in self.filters
+            ]
+        return d
+
+    def get_analysis_definition(self) -> Any:
+        if not hasattr(self, "filters"):
+            return {}
+
+        fs: Any = {}
+        d = {"filter": fs}
+        for filters in self.filters:
+            if isinstance(filters, six.string_types):
+                continue
+            fs.update(
+                {
+                    f._name: f.get_definition()
+                    for f in filters
+                    if hasattr(f, "get_definition")
+                }
+            )
+        return d
+
+
+class ConditionalTokenFilter(CustomTokenFilter):
+    name = "condition"
+
+    def get_definition(self) -> Any:
+        d = super(CustomTokenFilter, self).get_definition()
+        if "filter" in d:
+            d["filter"] = [
+                f.to_dict() if hasattr(f, "to_dict") else f for f in self.filter
+            ]
+        return d
+
+    def get_analysis_definition(self) -> Any:
+        if not hasattr(self, "filter"):
+            return {}
+
+        return {
+            "filter": {
+                f._name: f.get_definition()
+                for f in self.filter
+                if hasattr(f, "get_definition")
+            }
+        }
+
+
+class CharFilter(AnalysisBase, DslBase):
+    _type_name: str = "char_filter"
+    name: Optional[str] = None
+
+
+class BuiltinCharFilter(BuiltinAnalysis, CharFilter):
+    pass
+
+
+class CustomCharFilter(CustomAnalysis, CharFilter):
+    pass
+
+
+# shortcuts for direct use
+analyzer = Analyzer._type_shortcut
+tokenizer = Tokenizer._type_shortcut
+token_filter = TokenFilter._type_shortcut
+char_filter = CharFilter._type_shortcut
+normalizer = Normalizer._type_shortcut
+
+__all__ = ["tokenizer", "analyzer", "char_filter", "token_filter", "normalizer"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/asyncsigner.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/asyncsigner.py
new file mode 100644
index 000000000..c045f1384
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/asyncsigner.py
@@ -0,0 +1,82 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Dict, Optional, Union
+
+
+class AWSV4SignerAsyncAuth:
+    """
+    AWS V4 Request Signer for Async Requests.
+    """
+
+    def __init__(self, credentials: Any, region: str, service: str = "es") -> None:
+        if not credentials:
+            raise ValueError("Credentials cannot be empty")
+        self.credentials = credentials
+
+        if not region:
+            raise ValueError("Region cannot be empty")
+        self.region = region
+
+        if not service:
+            raise ValueError("Service name cannot be empty")
+        self.service = service
+
+    def __call__(
+        self,
+        method: str,
+        url: str,
+        query_string: Optional[str] = None,
+        body: Optional[Union[str, bytes]] = None,
+    ) -> Dict[str, str]:
+        return self._sign_request(method, url, query_string, body)
+
+    def _sign_request(
+        self,
+        method: str,
+        url: str,
+        query_string: Optional[str],
+        body: Optional[Union[str, bytes]],
+    ) -> Dict[str, str]:
+        """
+        This method helps in signing the request by injecting the required headers.
+        :param prepared_request: unsigned headers
+        :return: signed headers
+        """
+
+        from botocore.auth import SigV4Auth
+        from botocore.awsrequest import AWSRequest
+
+        # create an AWS request object and sign it using SigV4Auth
+        aws_request = AWSRequest(
+            method=method,
+            url=url,
+            data=body,
+        )
+
+        # credentials objects expose access_key, secret_key and token attributes
+        # via @property annotations that call _refresh() on every access,
+        # creating a race condition if the credentials expire before secret_key
+        # is called but after access_key- the end result is the access_key doesn't
+        # correspond to the secret_key used to sign the request. To avoid this,
+        # get_frozen_credentials() which returns non-refreshing credentials is
+        # called if it exists.
+        credentials = (
+            self.credentials.get_frozen_credentials()
+            if hasattr(self.credentials, "get_frozen_credentials")
+            and callable(self.credentials.get_frozen_credentials)
+            else self.credentials
+        )
+
+        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
+        sig_v4_auth.add_auth(aws_request)
+        aws_request.headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
+
+        # copy the headers from AWS request object into the prepared_request
+        return dict(aws_request.headers.items())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/document.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/document.py
new file mode 100644
index 000000000..f3595bcfd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/document.py
@@ -0,0 +1,527 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from fnmatch import fnmatch
+from typing import Any, Tuple, Type
+
+from six import add_metaclass, iteritems
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.exceptions import NotFoundError, RequestError
+
+from ..exceptions import IllegalOperation, ValidationException
+from .field import Field
+from .index import Index
+from .mapping import Mapping
+from .search import Search
+from .utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
+
+
+class MetaField(object):
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        self.args, self.kwargs = args, kwargs
+
+
+class DocumentMeta(type):
+    def __new__(
+        cls: Any,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        # DocumentMeta filters attrs in place
+        attrs["_doc_type"] = DocumentOptions(name, bases, attrs)
+        return super(DocumentMeta, cls).__new__(cls, name, bases, attrs)
+
+
+class IndexMeta(DocumentMeta):
+    # global flag to guard us from associating an Index with the base Document
+    # class, only user defined subclasses should have an _index attr
+    _document_initialized = False
+
+    def __new__(
+        cls: Any,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        new_cls = super(IndexMeta, cls).__new__(cls, name, bases, attrs)
+        if cls._document_initialized:
+            index_opts = attrs.pop("Index", None)
+            index = cls.construct_index(index_opts, bases)
+            new_cls._index = index
+            index.document(new_cls)
+        cls._document_initialized = True
+        return new_cls
+
+    @classmethod
+    def construct_index(cls, opts: Any, bases: Any) -> Any:
+        if opts is None:
+            for b in bases:
+                if hasattr(b, "_index"):
+                    return b._index
+
+            # Set None as Index name so it will set _all while making the query
+            return Index(name=None)
+
+        i = Index(getattr(opts, "name", "*"), using=getattr(opts, "using", "default"))
+        i.settings(**getattr(opts, "settings", {}))
+        i.aliases(**getattr(opts, "aliases", {}))
+        for a in getattr(opts, "analyzers", ()):
+            i.analyzer(a)
+        return i
+
+
+class DocumentOptions(object):
+    def __init__(
+        self,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> None:
+        meta = attrs.pop("Meta", None)
+
+        # create the mapping instance
+        self.mapping = getattr(meta, "mapping", Mapping())
+
+        # register all declared fields into the mapping
+        for name, value in list(iteritems(attrs)):
+            if isinstance(value, Field):
+                self.mapping.field(name, value)
+                del attrs[name]
+
+        # add all the mappings for meta fields
+        for name in dir(meta):
+            if isinstance(getattr(meta, name, None), MetaField):
+                params = getattr(meta, name)
+                self.mapping.meta(name, *params.args, **params.kwargs)
+
+        # document inheritance - include the fields from parents' mappings
+        for b in bases:
+            if hasattr(b, "_doc_type") and hasattr(b._doc_type, "mapping"):
+                self.mapping.update(b._doc_type.mapping, update_only=True)
+
+    @property
+    def name(self) -> Any:
+        return self.mapping.properties.name
+
+
+@add_metaclass(DocumentMeta)
+class InnerDoc(ObjectBase):
+    """
+    Common class for inner documents like Object or Nested
+    """
+
+    @classmethod
+    def from_opensearch(cls, data: Any, data_only: bool = False) -> Any:
+        if data_only:
+            data = {"_source": data}
+        return super(InnerDoc, cls).from_opensearch(data)
+
+
+@add_metaclass(IndexMeta)
+class Document(ObjectBase):
+    """
+    Model-like class for persisting documents in opensearch.
+    """
+
+    @classmethod
+    def _matches(cls: Any, hit: Any) -> Any:
+        if cls._index._name is None:
+            return True
+        return fnmatch(hit.get("_index", ""), cls._index._name)
+
+    @classmethod
+    def _get_using(cls: Any, using: Any = None) -> Any:
+        return using or cls._index._using
+
+    @classmethod
+    def _get_connection(cls, using: Any = None) -> Any:
+        return get_connection(cls._get_using(using))
+
+    @classmethod
+    def _default_index(cls: Any, index: Any = None) -> Any:
+        return index or cls._index._name
+
+    @classmethod
+    def init(cls: Any, index: Any = None, using: Any = None) -> None:
+        """
+        Create the index and populate the mappings in opensearch.
+        """
+        i = cls._index
+        if index:
+            i = i.clone(name=index)
+        i.save(using=using)
+
+    def _get_index(self, index: Any = None, required: bool = True) -> Any:
+        if index is None:
+            index = getattr(self.meta, "index", None)
+        if index is None:
+            index = getattr(self._index, "_name", None)
+        if index is None and required:
+            raise ValidationException("No index")
+        if index and "*" in index:
+            raise ValidationException("You cannot write to a wildcard index.")
+        return index
+
+    def __repr__(self) -> str:
+        return "{}({})".format(
+            self.__class__.__name__,
+            ", ".join(
+                "{}={!r}".format(key, getattr(self.meta, key))
+                for key in ("index", "id")
+                if key in self.meta
+            ),
+        )
+
+    @classmethod
+    def search(cls, using: Any = None, index: Any = None) -> Any:
+        """
+        Create an :class:`~opensearchpy.Search` instance that will search
+        over this ``Document``.
+        """
+        return Search(
+            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
+        )
+
+    @classmethod
+    def get(cls: Any, id: Any, using: Any = None, index: Any = None, **kwargs: Any) -> Any:  # type: ignore
+        """
+        Retrieve a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to be retrieved
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.get`` unchanged.
+        """
+        opensearch = cls._get_connection(using)
+        doc = opensearch.get(index=cls._default_index(index), id=id, **kwargs)
+        if not doc.get("found", False):
+            return None
+        return cls.from_opensearch(doc)
+
+    @classmethod
+    def exists(
+        cls, id: Any, using: Any = None, index: Any = None, **kwargs: Any
+    ) -> Any:
+        """
+        check if exists a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to check if exists
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.exists`` unchanged.
+        """
+        opensearch = cls._get_connection(using)
+        return opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
+
+    @classmethod
+    def mget(
+        cls,
+        docs: Any,
+        using: Any = None,
+        index: Any = None,
+        raise_on_error: bool = True,
+        missing: str = "none",
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve multiple document by their ``id``'s. Returns a list of instances
+        in the same order as requested.
+
+        :arg docs: list of ``id``'s of the documents to be retrieved or a list
+            of document specifications as per
+            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg missing: what to do when one of the documents requested is not
+            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
+            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.mget`` unchanged.
+        """
+        if missing not in ("raise", "skip", "none"):
+            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
+        opensearch = cls._get_connection(using)
+        body = {
+            "docs": [
+                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
+                for doc in docs
+            ]
+        }
+        results = opensearch.mget(body, index=cls._default_index(index), **kwargs)
+
+        objs: Any = []
+        error_docs: Any = []
+        missing_docs: Any = []
+        for doc in results["docs"]:
+            if doc.get("found"):
+                if error_docs or missing_docs:
+                    # We're going to raise an exception anyway, so avoid an
+                    # expensive call to cls.from_opensearch().
+                    continue
+
+                objs.append(cls.from_opensearch(doc))
+
+            elif doc.get("error"):
+                if raise_on_error:
+                    error_docs.append(doc)
+                if missing == "none":
+                    objs.append(None)
+
+            # The doc didn't cause an error, but the doc also wasn't found.
+            elif missing == "raise":
+                missing_docs.append(doc)
+            elif missing == "none":
+                objs.append(None)
+
+        if error_docs:
+            error_ids = [doc["_id"] for doc in error_docs]
+            message = "Required routing not provided for documents %s."
+            message %= ", ".join(error_ids)
+            raise RequestError(400, message, error_docs)
+        if missing_docs:
+            missing_ids = [doc["_id"] for doc in missing_docs]
+            message = "Documents %s not found." % ", ".join(missing_ids)
+            raise NotFoundError(404, message, {"docs": missing_docs})
+        return objs
+
+    def delete(self, using: Any = None, index: Any = None, **kwargs: Any) -> Any:
+        """
+        Delete the instance in opensearch.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.delete`` unchanged.
+        """
+        opensearch = self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        opensearch.delete(index=self._get_index(index), **doc_meta)
+
+    def to_dict(self, include_meta: bool = False, skip_empty: bool = True) -> Any:  # type: ignore
+        """
+        Serialize the instance into a dictionary so that it can be saved in opensearch.
+
+        :arg include_meta: if set to ``True`` will include all the metadata
+            (``_index``, ``_id`` etc). Otherwise just the document's
+            data is serialized. This is useful when passing multiple instances into
+            ``opensearchpy.helpers.bulk``.
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        """
+        d = super(Document, self).to_dict(skip_empty=skip_empty)
+        if not include_meta:
+            return d
+
+        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # in case of to_dict include the index unlike save/update/delete
+        index = self._get_index(required=False)
+        if index is not None:
+            meta["_index"] = index
+
+        meta["_source"] = d
+        return meta
+
+    def update(
+        self,
+        using: Any = None,
+        index: Any = None,
+        detect_noop: bool = True,
+        doc_as_upsert: bool = False,
+        refresh: bool = False,
+        retry_on_conflict: Any = None,
+        script: Any = None,
+        script_id: Any = None,
+        scripted_upsert: bool = False,
+        upsert: Any = None,
+        return_doc_meta: bool = False,
+        **fields: Any,
+    ) -> Any:
+        """
+        Partial update of the document, specify fields you wish to update and
+        both the instance and the document in opensearch will be updated::
+
+            doc = MyDocument(title='Document Title!')
+            doc.save()
+            doc.update(title='New Document Title!')
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg detect_noop: Set to ``False`` to disable noop detection.
+        :arg refresh: Control when the changes made by this request are visible
+            to search. Set to ``True`` for immediate effect.
+        :arg retry_on_conflict: In between the get and indexing phases of the
+            update, it is possible that another process might have already
+            updated the same document. By default, the update will fail with a
+            version conflict exception. The retry_on_conflict parameter
+            controls how many times to retry the update before finally throwing
+            an exception.
+        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
+            doc, setting doc_as_upsert to true will use the contents of doc as
+            the upsert value
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            index API call instead of only the operation result
+
+        :return operation result noop/updated
+        """
+        body: Any = {
+            "doc_as_upsert": doc_as_upsert,
+            "detect_noop": detect_noop,
+        }
+
+        # scripted update
+        if script or script_id:
+            if upsert is not None:
+                body["upsert"] = upsert
+
+            if script:
+                script = {"source": script}
+            else:
+                script = {"id": script_id}
+
+            script["params"] = fields
+
+            body["script"] = script
+            body["scripted_upsert"] = scripted_upsert
+
+        # partial document update
+        else:
+            if not fields:
+                raise IllegalOperation(
+                    "You cannot call update() without updating individual fields or a script. "
+                    "If you wish to update the entire object use save()."
+                )
+
+            # update given fields locally
+            merge(self, fields)
+
+            # prepare data for OpenSearch
+            values = self.to_dict()
+
+            # if fields were given: partial update
+            body["doc"] = {k: values.get(k) for k in fields.keys()}
+
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        if retry_on_conflict is not None:
+            doc_meta["retry_on_conflict"] = retry_on_conflict
+
+        # Optimistic concurrency control
+        if (
+            retry_on_conflict in (None, 0)
+            and "seq_no" in self.meta
+            and "primary_term" in self.meta
+        ):
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        meta = self._get_connection(using).update(
+            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
+
+    def save(
+        self,
+        using: Any = None,
+        index: Any = None,
+        validate: bool = True,
+        skip_empty: bool = True,
+        return_doc_meta: bool = False,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Save the document into opensearch. If the document doesn't exist it
+        is created, it is overwritten otherwise. Returns ``True`` if this
+        operations resulted in new document being created.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg validate: set to ``False`` to skip validating the document
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            update API call instead of only the operation result
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.index`` unchanged.
+
+        :return operation result created/updated
+        """
+        if validate:
+            self.full_clean()
+
+        opensearch = self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        meta = opensearch.index(
+            index=self._get_index(index),
+            body=self.to_dict(skip_empty=skip_empty),
+            **doc_meta,
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/errors.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/errors.py
new file mode 100644
index 000000000..7012c050b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/errors.py
@@ -0,0 +1,45 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, List
+
+from ..exceptions import OpenSearchException
+
+
+class BulkIndexError(OpenSearchException):
+    @property
+    def errors(self) -> List[Any]:
+        """List of errors from execution of the last chunk."""
+        return self.args[1]  # type: ignore
+
+
+class ScanError(OpenSearchException):
+    scroll_id: str
+
+    def __init__(self, scroll_id: str, *args: Any, **kwargs: Any) -> None:
+        super(ScanError, self).__init__(*args, **kwargs)
+        self.scroll_id = scroll_id
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/faceted_search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/faceted_search.py
new file mode 100644
index 000000000..a97507a36
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/faceted_search.py
@@ -0,0 +1,471 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+from datetime import datetime, timedelta
+from typing import Any, Optional
+
+from six import iteritems, itervalues
+
+from opensearchpy.helpers.aggs import A
+
+from .query import MatchAll, Nested, Range, Terms
+from .response import Response
+from .search import Search
+from .utils import AttrDict
+
+__all__ = [
+    "FacetedSearch",
+    "HistogramFacet",
+    "TermsFacet",
+    "DateHistogramFacet",
+    "RangeFacet",
+    "NestedFacet",
+]
+
+
+class Facet(object):
+    """
+    A facet on faceted search. Wraps and aggregation and provides functionality
+    to create a filter for selected values and return a list of facet values
+    from the result of the aggregation.
+    """
+
+    agg_type: Optional[str] = None
+
+    def __init__(
+        self, metric: Any = None, metric_sort: str = "desc", **kwargs: Any
+    ) -> None:
+        self.filter_values = ()
+        self._params = kwargs
+        self._metric = metric
+        if metric and metric_sort:
+            self._params["order"] = {"metric": metric_sort}
+
+    def get_aggregation(self) -> Any:
+        """
+        Return the aggregation object.
+        """
+        agg = A(self.agg_type, **self._params)
+        if self._metric:
+            agg.metric("metric", self._metric)
+        return agg
+
+    def add_filter(self, filter_values: Any) -> Any:
+        """
+        Construct a filter.
+        """
+        if not filter_values:
+            return
+
+        f = self.get_value_filter(filter_values[0])
+        for v in filter_values[1:]:
+            f |= self.get_value_filter(v)
+        return f
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        return None
+
+    def is_filtered(self, key: Any, filter_values: Any) -> bool:
+        """
+        Is a filter active on the given key.
+        """
+        return key in filter_values
+
+    def get_value(self, bucket: Any) -> Any:
+        """
+        return a value representing a bucket. Its key as default.
+        """
+        return bucket["key"]
+
+    def get_metric(self, bucket: Any) -> Any:
+        """
+        Return a metric, by default doc_count for a bucket.
+        """
+        if self._metric:
+            return bucket["metric"]["value"]
+        return bucket["doc_count"]
+
+    def get_values(self, data: Any, filter_values: Any) -> Any:
+        """
+        Turn the raw bucket data into a list of tuples containing the key,
+        number of documents and a flag indicating whether this value has been
+        selected or not.
+        """
+        out = []
+        for bucket in data.buckets:
+            key = self.get_value(bucket)
+            out.append(
+                (key, self.get_metric(bucket), self.is_filtered(key, filter_values))
+            )
+        return out
+
+
+class TermsFacet(Facet):
+    agg_type: Optional[str] = "terms"
+
+    def add_filter(self, filter_values: Any) -> Any:
+        """Create a terms filter instead of bool containing term filters."""
+        if filter_values:
+            return Terms(
+                _expand__to_dot=False, **{self._params["field"]: filter_values}
+            )
+
+
+class RangeFacet(Facet):
+    agg_type = "range"
+
+    def _range_to_dict(self, range: Any) -> Any:
+        key, range = range
+        out = {"key": key}
+        if range[0] is not None:
+            out["from"] = range[0]
+        if range[1] is not None:
+            out["to"] = range[1]
+        return out
+
+    def __init__(self, ranges: Any, **kwargs: Any) -> None:
+        super(RangeFacet, self).__init__(**kwargs)
+        self._params["ranges"] = list(map(self._range_to_dict, ranges))
+        self._params["keyed"] = False
+        self._ranges = dict(ranges)
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        f, t = self._ranges[filter_value]
+        limits = {}
+        if f is not None:
+            limits["gte"] = f
+        if t is not None:
+            limits["lt"] = t
+
+        return Range(_expand__to_dot=False, **{self._params["field"]: limits})
+
+
+class HistogramFacet(Facet):
+    agg_type = "histogram"
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        return Range(
+            _expand__to_dot=False,
+            **{
+                self._params["field"]: {
+                    "gte": filter_value,
+                    "lt": filter_value + self._params["interval"],
+                }
+            }
+        )
+
+
+def _date_interval_year(d: Any) -> Any:
+    return d.replace(
+        year=d.year + 1, day=(28 if d.month == 2 and d.day == 29 else d.day)
+    )
+
+
+def _date_interval_month(d: Any) -> Any:
+    return (d + timedelta(days=32)).replace(day=1)
+
+
+def _date_interval_week(d: Any) -> Any:
+    return d + timedelta(days=7)
+
+
+def _date_interval_day(d: Any) -> Any:
+    return d + timedelta(days=1)
+
+
+def _date_interval_hour(d: Any) -> Any:
+    return d + timedelta(hours=1)
+
+
+class DateHistogramFacet(Facet):
+    agg_type = "date_histogram"
+
+    DATE_INTERVALS = {
+        "year": _date_interval_year,
+        "1Y": _date_interval_year,
+        "month": _date_interval_month,
+        "1M": _date_interval_month,
+        "week": _date_interval_week,
+        "1w": _date_interval_week,
+        "day": _date_interval_day,
+        "1d": _date_interval_day,
+        "hour": _date_interval_hour,
+        "1h": _date_interval_hour,
+    }
+
+    def __init__(self, **kwargs: Any) -> None:
+        kwargs.setdefault("min_doc_count", 0)
+        super(DateHistogramFacet, self).__init__(**kwargs)
+
+    def get_value(self, bucket: Any) -> Any:
+        if not isinstance(bucket["key"], datetime):
+            # OpenSearch returns key=None instead of 0 for date 1970-01-01,
+            # so we need to set key to 0 to avoid TypeError exception
+            if bucket["key"] is None:
+                bucket["key"] = 0
+            # Preserve milliseconds in the datetime
+            return datetime.utcfromtimestamp(int(bucket["key"]) / 1000.0)  # type: ignore
+        else:
+            return bucket["key"]
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        for interval_type in ("calendar_interval", "fixed_interval"):
+            if interval_type in self._params:
+                break
+        else:
+            interval_type = "interval"
+
+        return Range(
+            _expand__to_dot=False,
+            **{
+                self._params["field"]: {
+                    "gte": filter_value,
+                    "lt": self.DATE_INTERVALS[self._params[interval_type]](
+                        filter_value
+                    ),
+                }
+            }
+        )
+
+
+class NestedFacet(Facet):
+    agg_type = "nested"
+
+    def __init__(self, path: Any, nested_facet: Any) -> None:
+        self._path = path
+        self._inner = nested_facet
+        super(NestedFacet, self).__init__(
+            path=path, aggs={"inner": nested_facet.get_aggregation()}
+        )
+
+    def get_values(self, data: Any, filter_values: Any) -> Any:
+        return self._inner.get_values(data.inner, filter_values)
+
+    def add_filter(self, filter_values: Any) -> Any:
+        inner_q = self._inner.add_filter(filter_values)
+        if inner_q:
+            return Nested(path=self._path, query=inner_q)
+
+
+class FacetedResponse(Response):
+    @property
+    def query_string(self) -> Any:
+        return self._faceted_search._query
+
+    @property
+    def facets(self) -> Any:
+        if not hasattr(self, "_facets"):
+            super(AttrDict, self).__setattr__("_facets", AttrDict({}))
+            for name, facet in iteritems(self._faceted_search.facets):
+                self._facets[name] = facet.get_values(
+                    getattr(getattr(self.aggregations, "_filter_" + name), name),
+                    self._faceted_search.filter_values.get(name, ()),
+                )
+        return self._facets
+
+
+class FacetedSearch(object):
+    """
+    Abstraction for creating faceted navigation searches that takes care of
+    composing the queries, aggregations and filters as needed as well as
+    presenting the results in an easy-to-consume fashion::
+
+        class BlogSearch(FacetedSearch):
+            index = 'blogs'
+            doc_types = [Blog, Post]
+            fields = ['title^5', 'category', 'description', 'body']
+
+            facets = {
+                'type': TermsFacet(field='_type'),
+                'category': TermsFacet(field='category'),
+                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
+            }
+
+            def search(self):
+                ' Override search to add your own filters '
+                s = super(BlogSearch, self).search()
+                return s.filter('term', published=True)
+
+        # when using:
+        blog_search = BlogSearch("web framework", filters={"category": "python"})
+
+        # supports pagination
+        blog_search[10:20]
+
+        response = blog_search.execute()
+
+        # easy access to aggregation results:
+        for category, hit_count, is_selected in response.facets.category:
+            print(
+                "Category %s has %d hits%s." % (
+                    category,
+                    hit_count,
+                    ' and is chosen' if is_selected else ''
+                )
+            )
+
+    """
+
+    index: Any = None
+    doc_types: Any = None
+    fields: Any = None
+    facets: Any = {}
+    using = "default"
+
+    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
+        """
+        :arg query: the text to search for
+        :arg filters: facet values to filter
+        :arg sort: sort information to be passed to :class:`~opensearchpy.Search`
+        """
+        self._query = query
+        self._filters: Any = {}
+        self._sort = sort
+        self.filter_values: Any = {}
+        for name, value in iteritems(filters):
+            self.add_filter(name, value)
+
+        self._s = self.build_search()
+
+    def count(self) -> Any:
+        return self._s.count()
+
+    def __getitem__(self, k: Any) -> Any:
+        self._s = self._s[k]
+        return self
+
+    def __iter__(self) -> Any:
+        return iter(self._s)
+
+    def add_filter(self, name: Any, filter_values: Any) -> Any:
+        """
+        Add a filter for a facet.
+        """
+        # normalize the value into a list
+        if not isinstance(filter_values, (tuple, list)):
+            if filter_values is None:
+                return
+            filter_values = [
+                filter_values,
+            ]
+
+        # remember the filter values for use in FacetedResponse
+        self.filter_values[name] = filter_values
+
+        # get the filter from the facet
+        f = self.facets[name].add_filter(filter_values)
+        if f is None:
+            return
+
+        self._filters[name] = f
+
+    def search(self) -> Any:
+        """
+        Returns the base Search object to which the facets are added.
+
+        You can customize the query by overriding this method and returning a
+        modified search object.
+        """
+        s = Search(doc_type=self.doc_types, index=self.index, using=self.using)
+        return s.response_class(FacetedResponse)
+
+    def query(self, search: Any, query: Any) -> Any:
+        """
+        Add query part to ``search``.
+
+        Override this if you wish to customize the query used.
+        """
+        if query:
+            if self.fields:
+                return search.query("multi_match", fields=self.fields, query=query)
+            else:
+                return search.query("multi_match", query=query)
+        return search
+
+    def aggregate(self, search: Any) -> Any:
+        """
+        Add aggregations representing the facets selected, including potential
+        filters.
+        """
+        for f, facet in iteritems(self.facets):
+            agg = facet.get_aggregation()
+            agg_filter = MatchAll()
+            for field, filter in iteritems(self._filters):
+                if f == field:
+                    continue
+                agg_filter &= filter
+            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
+                f, agg
+            )
+
+    def filter(self, search: Any) -> Any:
+        """
+        Add a ``post_filter`` to the search request narrowing the results based
+        on the facet filters.
+        """
+        if not self._filters:
+            return search
+
+        post_filter = MatchAll()
+        for f in itervalues(self._filters):
+            post_filter &= f
+        return search.post_filter(post_filter)
+
+    def highlight(self, search: Any) -> Any:
+        """
+        Add highlighting for all the fields
+        """
+        return search.highlight(
+            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
+        )
+
+    def sort(self, search: Any) -> Any:
+        """
+        Add sorting information to the request.
+        """
+        if self._sort:
+            search = search.sort(*self._sort)
+        return search
+
+    def build_search(self) -> Any:
+        """
+        Construct the ``Search`` object.
+        """
+        s = self.search()
+        s = self.query(s, self._query)
+        s = self.filter(s)
+        if self.fields:
+            s = self.highlight(s)
+        s = self.sort(s)
+        self.aggregate(s)
+        return s
+
+    def execute(self) -> Any:
+        """
+        Execute the search and return the response.
+        """
+        r = self._s.execute()
+        r._faceted_search = self
+        return r
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/field.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/field.py
new file mode 100644
index 000000000..f46e044d7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/field.py
@@ -0,0 +1,534 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import base64
+import collections.abc as collections_abc
+import copy
+import ipaddress
+from datetime import date, datetime
+from typing import Any, Optional, Type
+
+from dateutil import parser, tz
+from six import integer_types, iteritems, string_types
+from six.moves import map
+
+from ..exceptions import ValidationException
+from .query import Q
+from .utils import AttrDict, AttrList, DslBase
+from .wrappers import Range
+
+unicode: Type[str] = type("")
+
+
+def construct_field(name_or_field: Any, **params: Any) -> Any:
+    # {"type": "text", "analyzer": "snowball"}
+    if isinstance(name_or_field, collections_abc.Mapping):
+        if params:
+            raise ValueError(
+                "construct_field() cannot accept parameters when passing in a dict."
+            )
+        params = name_or_field.copy()  # type: ignore
+        if "type" not in params:
+            # inner object can be implicitly defined
+            if "properties" in params:
+                name = "object"
+            else:
+                raise ValueError('construct_field() needs to have a "type" key.')
+        else:
+            name = params.pop("type")
+        return Field.get_dsl_class(name)(**params)
+
+    # Text()
+    if isinstance(name_or_field, Field):
+        if params:
+            raise ValueError(
+                "construct_field() cannot accept parameters "
+                "when passing in a construct_field object."
+            )
+        return name_or_field
+
+    # "text", analyzer="snowball"
+    return Field.get_dsl_class(name_or_field)(**params)
+
+
+class Field(DslBase):
+    _type_name: str = "field"
+    _type_shortcut = staticmethod(construct_field)
+    # all fields can be multifields
+    _param_defs = {"fields": {"type": "field", "hash": True}}
+    name: Optional[str] = None
+    _coerce: bool = False
+
+    def __init__(
+        self, multi: bool = False, required: bool = False, *args: Any, **kwargs: Any
+    ) -> None:
+        """
+        :arg bool multi: specifies whether field can contain array of values
+        :arg bool required: specifies whether field is required
+        """
+        self._multi = multi
+        self._required = required
+        super(Field, self).__init__(*args, **kwargs)
+
+    def __getitem__(self, subfield: Any) -> Any:
+        return self._params.get("fields", {})[subfield]
+
+    def _serialize(self, data: Any) -> Any:
+        return data
+
+    def _deserialize(self, data: Any) -> Any:
+        return data
+
+    def _empty(self) -> None:
+        return None
+
+    def empty(self) -> Any:
+        if self._multi:
+            return AttrList([])
+        return self._empty()
+
+    def serialize(self, data: Any) -> Any:
+        if isinstance(data, (list, AttrList, tuple)):
+            return list(map(self._serialize, data))
+        return self._serialize(data)
+
+    def deserialize(self, data: Any) -> Any:
+        if isinstance(data, (list, AttrList, tuple)):
+            data = [None if d is None else self._deserialize(d) for d in data]
+            return data
+        if data is None:
+            return None
+        return self._deserialize(data)
+
+    def clean(self, data: Any) -> Any:
+        if data is not None:
+            data = self.deserialize(data)
+        if data in (None, [], {}) and self._required:
+            raise ValidationException("Value required for this field.")
+        return data
+
+    def to_dict(self) -> Any:
+        d = super(Field, self).to_dict()
+        name, value = d.popitem()
+        value["type"] = name
+        return value
+
+
+class CustomField(Field):
+    name = "custom"
+    _coerce = True
+
+    def to_dict(self) -> Any:
+        if isinstance(self.builtin_type, Field):
+            return self.builtin_type.to_dict()
+
+        d = super(CustomField, self).to_dict()
+        d["type"] = self.builtin_type
+        return d
+
+
+class Object(Field):
+    name: Optional[str] = "object"
+    _coerce: bool = True
+
+    def __init__(
+        self,
+        doc_class: Any = None,
+        dynamic: Any = None,
+        properties: Any = None,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg document.InnerDoc doc_class: base doc class that handles mapping.
+            If no `doc_class` is provided, new instance of `InnerDoc` will be created,
+            populated with `properties` and used. Can not be provided together with `properties`
+        :arg dynamic: whether new properties may be created dynamically.
+            Valid values are `True`, `False`, `'strict'`.
+            Can not be provided together with `doc_class`.
+        :arg dict properties: used to construct underlying mapping if no `doc_class` is provided.
+            Can not be provided together with `doc_class`
+        """
+        if doc_class and (properties or dynamic is not None):
+            raise ValidationException(
+                "doc_class and properties/dynamic should not be provided together"
+            )
+        if doc_class:
+            self._doc_class: Any = doc_class
+        else:
+            # FIXME import
+            from opensearchpy.helpers.document import InnerDoc
+
+            # no InnerDoc subclass, creating one instead...
+            self._doc_class = type("InnerDoc", (InnerDoc,), {})
+            for name, field in iteritems(properties or {}):
+                self._doc_class._doc_type.mapping.field(name, field)  # type: ignore
+            if dynamic is not None:
+                self._doc_class._doc_type.mapping.meta("dynamic", dynamic)  # type: ignore
+
+        self._mapping = copy.deepcopy(self._doc_class._doc_type.mapping)
+        super(Object, self).__init__(**kwargs)
+
+    def __getitem__(self, name: Any) -> Any:
+        return self._mapping[name]
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self._mapping
+
+    def _empty(self) -> Any:
+        return self._wrap({})
+
+    def _wrap(self, data: Any) -> Any:
+        return self._doc_class.from_opensearch(data, data_only=True)
+
+    def empty(self) -> Any:
+        if self._multi:
+            return AttrList([], self._wrap)
+        return self._empty()
+
+    def to_dict(self) -> Any:
+        d = self._mapping.to_dict()
+        d.update(super(Object, self).to_dict())
+        return d
+
+    def _collect_fields(self) -> Any:
+        return self._mapping.properties._collect_fields()
+
+    def _deserialize(self, data: Any) -> Any:
+        # don't wrap already wrapped data
+        if isinstance(data, self._doc_class):
+            return data
+
+        if isinstance(data, AttrDict):
+            data = data._d_
+
+        return self._wrap(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+
+        # somebody assigned raw dict to the field, we should tolerate that
+        if isinstance(data, collections_abc.Mapping):
+            return data
+
+        return data.to_dict()
+
+    def clean(self, data: Any) -> Any:
+        data = super(Object, self).clean(data)
+        if data is None:
+            return None
+        if isinstance(data, (list, AttrList)):
+            for d in data:
+                d.full_clean()
+        else:
+            data.full_clean()
+        return data
+
+    def update(self, other: "Object", update_only: bool = False) -> None:
+        if not isinstance(other, Object):
+            # not an inner/nested object, no merge possible
+            return
+
+        self._mapping.update(other._mapping, update_only)
+
+
+class Nested(Object):
+    name: Optional[str] = "nested"
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        kwargs.setdefault("multi", True)
+        super(Nested, self).__init__(*args, **kwargs)
+
+
+class Date(Field):
+    name: Optional[str] = "date"
+    _coerce: bool = True
+
+    def __init__(self, default_timezone: Any = None, *args: Any, **kwargs: Any) -> None:
+        """
+        :arg default_timezone: timezone that will be automatically used for tz-naive values
+            May be instance of `datetime.tzinfo` or string containing TZ offset
+        """
+        self._default_timezone = default_timezone
+        if isinstance(self._default_timezone, string_types):
+            self._default_timezone = tz.gettz(self._default_timezone)
+        super(Date, self).__init__(*args, **kwargs)
+
+    def _deserialize(self, data: Any) -> Any:
+        if isinstance(data, string_types):
+            try:
+                data = parser.parse(data)
+            except Exception as e:
+                raise ValidationException(
+                    "Could not parse date from the value (%r)" % data, e
+                )
+
+        if isinstance(data, datetime):
+            if self._default_timezone and data.tzinfo is None:
+                data = data.replace(tzinfo=self._default_timezone)
+            return data
+        if isinstance(data, date):
+            return data
+        if isinstance(data, integer_types):
+            # Divide by a float to preserve milliseconds on the datetime.
+            return datetime.utcfromtimestamp(data / 1000.0)
+
+        raise ValidationException("Could not parse date from the value (%r)" % data)
+
+
+class Text(Field):
+    _param_defs = {
+        "fields": {"type": "field", "hash": True},
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+        "search_quote_analyzer": {"type": "analyzer"},
+    }
+    name: Optional[str] = "text"
+
+
+class SearchAsYouType(Field):
+    _param_defs = {
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+        "search_quote_analyzer": {"type": "analyzer"},
+    }
+    name: Optional[str] = "search_as_you_type"
+
+
+class Keyword(Field):
+    _param_defs = {
+        "fields": {"type": "field", "hash": True},
+        "search_analyzer": {"type": "analyzer"},
+        "normalizer": {"type": "normalizer"},
+    }
+    name: Optional[str] = "keyword"
+
+
+class ConstantKeyword(Keyword):
+    name: Optional[str] = "constant_keyword"
+
+
+class Boolean(Field):
+    name: Optional[str] = "boolean"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        if data == "false":
+            return False
+        return bool(data)
+
+    def clean(self, data: Any) -> Any:
+        if data is not None:
+            data = self.deserialize(data)
+        if data is None and self._required:
+            raise ValidationException("Value required for this field.")
+        return data
+
+
+class Float(Field):
+    name: Optional[str] = "float"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return float(data)
+
+
+class DenseVector(Float):
+    name: Optional[str] = "dense_vector"
+
+    def __init__(self, dims: Any, **kwargs: Any) -> None:
+        kwargs["multi"] = True
+        super(DenseVector, self).__init__(dims=dims, **kwargs)
+
+
+class SparseVector(Field):
+    name: Optional[str] = "sparse_vector"
+
+
+class HalfFloat(Float):
+    name: Optional[str] = "half_float"
+
+
+class ScaledFloat(Float):
+    name: Optional[str] = "scaled_float"
+
+    def __init__(self, scaling_factor: Any, *args: Any, **kwargs: Any) -> None:
+        super(ScaledFloat, self).__init__(
+            scaling_factor=scaling_factor, *args, **kwargs
+        )
+
+
+class Double(Float):
+    name: Optional[str] = "double"
+
+
+class RankFeature(Float):
+    name: Optional[str] = "rank_feature"
+
+
+class RankFeatures(Field):
+    name: Optional[str] = "rank_features"
+
+
+class Integer(Field):
+    name: Optional[str] = "integer"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return int(data)
+
+
+class Byte(Integer):
+    name: Optional[str] = "byte"
+
+
+class Short(Integer):
+    name: Optional[str] = "short"
+
+
+class Long(Integer):
+    name: Optional[str] = "long"
+
+
+class Ip(Field):
+    name: Optional[str] = "ip"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        # the ipaddress library for pypy only accepts unicode.
+        return ipaddress.ip_address(unicode(data))
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return str(data)
+
+
+class Binary(Field):
+    name: Optional[str] = "binary"
+    _coerce: bool = True
+
+    def clean(self, data: Any) -> Any:
+        # Binary fields are opaque, so there's not much cleaning
+        # that can be done.
+        return data
+
+    def _deserialize(self, data: Any) -> Any:
+        return base64.b64decode(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return base64.b64encode(data).decode()
+
+
+class GeoPoint(Field):
+    name: Optional[str] = "geo_point"
+
+
+class GeoShape(Field):
+    name: Optional[str] = "geo_shape"
+
+
+class Completion(Field):
+    _param_defs = {
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+    }
+    name = "completion"
+
+
+class Percolator(Field):
+    name: Optional[str] = "percolator"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return Q(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return data.to_dict()
+
+
+class RangeField(Field):
+    _coerce: bool = True
+    _core_field: Any = None
+
+    def _deserialize(self, data: Any) -> Any:
+        if isinstance(data, Range):
+            return data
+        data = dict((k, self._core_field.deserialize(v)) for k, v in iteritems(data))
+        return Range(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        if not isinstance(data, collections_abc.Mapping):
+            data = data.to_dict()
+        return dict((k, self._core_field.serialize(v)) for k, v in iteritems(data))
+
+
+class IntegerRange(RangeField):
+    name: Optional[str] = "integer_range"
+    _core_field: Any = Integer()
+
+
+class FloatRange(RangeField):
+    name: Optional[str] = "float_range"
+    _core_field: Any = Float()
+
+
+class LongRange(RangeField):
+    name: Optional[str] = "long_range"
+    _core_field: Any = Long()
+
+
+class DoubleRange(RangeField):
+    name: Optional[str] = "double_range"
+    _core_field: Any = Double()
+
+
+class DateRange(RangeField):
+    name: Optional[str] = "date_range"
+    _core_field: Any = Date()
+
+
+class IpRange(Field):
+    # not a RangeField since ip_range supports CIDR ranges
+    name: Optional[str] = "ip_range"
+
+
+class Join(Field):
+    name: Optional[str] = "join"
+
+
+class TokenCount(Field):
+    name: Optional[str] = "token_count"
+
+
+class Murmur3(Field):
+    name: Optional[str] = "murmur3"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/function.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/function.py
new file mode 100644
index 000000000..21f5407be
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/function.py
@@ -0,0 +1,125 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from typing import Any, Optional
+
+from .utils import DslBase
+
+
+def SF(name_or_sf: Any, **params: Any) -> Any:  # pylint: disable=invalid-name
+    # {"script_score": {"script": "_score"}, "filter": {}}
+    if isinstance(name_or_sf, collections_abc.Mapping):
+        if params:
+            raise ValueError("SF() cannot accept parameters when passing in a dict.")
+        kwargs = {}
+        sf = name_or_sf.copy()  # type: ignore
+        for k in ScoreFunction._param_defs:
+            if k in name_or_sf:
+                kwargs[k] = sf.pop(k)
+
+        # not sf, so just filter+weight, which used to be boost factor
+        if not sf:
+            name = "boost_factor"
+        # {'FUNCTION': {...}}
+        elif len(sf) == 1:
+            name, params = sf.popitem()
+        else:
+            raise ValueError("SF() got an unexpected fields in the dictionary: %r" % sf)
+
+        # boost factor special case, see https://github.com/elastic/elasticsearch/issues/6343
+        if not isinstance(params, collections_abc.Mapping):
+            params = {"value": params}
+
+        # mix known params (from _param_defs) and from inside the function
+        kwargs.update(params)
+        return ScoreFunction.get_dsl_class(name)(**kwargs)
+
+    # ScriptScore(script="_score", filter=Q())
+    if isinstance(name_or_sf, ScoreFunction):
+        if params:
+            raise ValueError(
+                "SF() cannot accept parameters when passing in a ScoreFunction object."
+            )
+        return name_or_sf
+
+    # "script_score", script="_score", filter=Q()
+    return ScoreFunction.get_dsl_class(name_or_sf)(**params)
+
+
+class ScoreFunction(DslBase):
+    _type_name: str = "score_function"
+    _type_shortcut = staticmethod(SF)
+    _param_defs = {
+        "query": {"type": "query"},
+        "filter": {"type": "query"},
+        "weight": {},
+    }
+    name: Optional[str] = None
+
+    def to_dict(self) -> Any:
+        d = super(ScoreFunction, self).to_dict()
+        # filter and query dicts should be at the same level as us
+        for k in self._param_defs:
+            if k in d[self.name]:
+                d[k] = d[self.name].pop(k)
+        return d
+
+
+class ScriptScore(ScoreFunction):
+    name = "script_score"
+
+
+class BoostFactor(ScoreFunction):
+    name = "boost_factor"
+
+    def to_dict(self) -> Any:
+        d = super(BoostFactor, self).to_dict()
+        if "value" in d[self.name]:
+            d[self.name] = d[self.name].pop("value")
+        else:
+            del d[self.name]
+        return d
+
+
+class RandomScore(ScoreFunction):
+    name = "random_score"
+
+
+class FieldValueFactor(ScoreFunction):
+    name = "field_value_factor"
+
+
+class Linear(ScoreFunction):
+    name = "linear"
+
+
+class Gauss(ScoreFunction):
+    name = "gauss"
+
+
+class Exp(ScoreFunction):
+    name = "exp"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/index.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/index.py
new file mode 100644
index 000000000..25bc0664d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/index.py
@@ -0,0 +1,656 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any, Optional
+
+from opensearchpy.client import OpenSearch
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.helpers import analysis
+
+from ..exceptions import IllegalOperation
+from .mapping import Mapping
+from .search import Search
+from .update_by_query import UpdateByQuery
+from .utils import merge
+
+
+class IndexTemplate(object):
+    def __init__(
+        self,
+        name: Any,
+        template: Any,
+        index: Any = None,
+        order: Any = None,
+        **kwargs: Any
+    ) -> None:
+        if index is None:
+            self._index = Index(template, **kwargs)
+        else:
+            if kwargs:
+                raise ValueError(
+                    "You cannot specify options for Index when"
+                    " passing an Index instance."
+                )
+            self._index = index.clone()
+            self._index._name = template
+        self._template_name = name
+        self.order = order
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._index, attr_name)
+
+    def to_dict(self) -> Any:
+        d = self._index.to_dict()
+        d["index_patterns"] = [self._index._name]
+        if self.order is not None:
+            d["order"] = self.order
+        return d
+
+    def save(self, using: Any = None) -> Any:
+        opensearch = get_connection(using or self._index._using)
+        return opensearch.indices.put_template(
+            name=self._template_name, body=self.to_dict()
+        )
+
+
+class Index(object):
+    def __init__(self, name: Any, using: Any = "default") -> None:
+        """
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        self._name = name
+        self._doc_types: Any = []
+        self._using = using
+        self._settings: Any = {}
+        self._aliases: Any = {}
+        self._analysis: Any = {}
+        self._mapping: Any = None
+
+    def get_or_create_mapping(self) -> Any:
+        if self._mapping is None:
+            self._mapping = Mapping()
+        return self._mapping
+
+    def as_template(
+        self, template_name: Any, pattern: Any = None, order: Any = None
+    ) -> Any:
+        # TODO: should we allow pattern to be a top-level arg?
+        # or maybe have an IndexPattern that allows for it and have
+        # Document._index be that?
+        return IndexTemplate(
+            template_name, pattern or self._name, index=self, order=order
+        )
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
+            if field is not None:
+                return nested, field
+        if self._mapping:
+            return self._mapping.resolve_nested(field_path)
+        return (), None
+
+    def resolve_field(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            field = doc._doc_type.mapping.resolve_field(field_path)
+            if field is not None:
+                return field
+        if self._mapping:
+            return self._mapping.resolve_field(field_path)
+        return None
+
+    def load_mappings(self, using: Optional[OpenSearch] = None) -> None:
+        self.get_or_create_mapping().update_from_opensearch(
+            self._name, using=using or self._using
+        )
+
+    def clone(self, name: Any = None, using: Any = None) -> Any:
+        """
+        Create a copy of the instance with another name or connection alias.
+        Useful for creating multiple indices with shared configuration::
+
+            i = Index('base-index')
+            i.settings(number_of_shards=1)
+            i.create()
+
+            i2 = i.clone('other-index')
+            i2.create()
+
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        i = Index(name or self._name, using=using or self._using)
+        i._settings = self._settings.copy()
+        i._aliases = self._aliases.copy()
+        i._analysis = self._analysis.copy()
+        i._doc_types = self._doc_types[:]
+        if self._mapping is not None:
+            i._mapping = self._mapping._clone()
+        return i
+
+    def _get_connection(self, using: Any = None) -> Any:
+        if self._name is None:
+            raise ValueError("You cannot perform API calls on the default index.")
+        return get_connection(using or self._using)
+
+    connection = property(_get_connection)
+
+    def mapping(self, mapping: Any) -> Any:
+        """
+        Associate a mapping (an instance of
+        :class:`~opensearchpy.Mapping`) with this index.
+        This means that, when this index is created, it will contain the
+        mappings for the document type defined by those mappings.
+        """
+        self.get_or_create_mapping().update(mapping)
+
+    def document(self, document: Any) -> Any:
+        """
+        Associate a :class:`~opensearchpy.Document` subclass with an index.
+        This means that, when this index is created, it will contain the
+        mappings for the ``Document``. If the ``Document`` class doesn't have a
+        default index yet (by defining ``class Index``), this instance will be
+        used. Can be used as a decorator::
+
+            i = Index('blog')
+
+            @i.document
+            class Post(Document):
+                title = Text()
+
+            # create the index, including Post mappings
+            i.create()
+
+            # .search() will now return a Search object that will return
+            # properly deserialized Post instances
+            s = i.search()
+        """
+        self._doc_types.append(document)
+
+        # If the document index does not have any name, that means the user
+        # did not set any index already to the document.
+        # So set this index as document index
+        if document._index._name is None:
+            document._index = self
+
+        return document
+
+    def settings(self, **kwargs: Any) -> Any:
+        """
+        Add settings to the index::
+
+            i = Index('i')
+            i.settings(number_of_shards=1, number_of_replicas=0)
+
+        Multiple calls to ``settings`` will merge the keys, later overriding
+        the earlier.
+        """
+        self._settings.update(kwargs)
+        return self
+
+    def aliases(self, **kwargs: Any) -> Any:
+        """
+        Add aliases to the index definition::
+
+            i = Index('blog-v2')
+            i.aliases(blog={}, published={'filter': Q('term', published=True)})
+        """
+        self._aliases.update(kwargs)
+        return self
+
+    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
+        """
+        Explicitly add an analyzer to an index. Note that all custom analyzers
+        defined in mappings will also be created. This is useful for search analyzers.
+
+        Example::
+
+            from opensearchpy import analyzer, tokenizer
+
+            my_analyzer = analyzer('my_analyzer',
+                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
+                filter=['lowercase']
+            )
+
+            i = Index('blog')
+            i.analyzer(my_analyzer)
+
+        """
+        analyzer = analysis.analyzer(*args, **kwargs)
+        d = analyzer.get_analysis_definition()
+        # empty custom analyzer, probably already defined out of our control
+        if not d:
+            return
+
+        # merge the definition
+        merge(self._analysis, d, True)
+
+    def to_dict(self) -> Any:
+        out = {}
+        if self._settings:
+            out["settings"] = self._settings
+        if self._aliases:
+            out["aliases"] = self._aliases
+        mappings: Any = self._mapping.to_dict() if self._mapping else {}
+        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
+        for d in self._doc_types:
+            mapping = d._doc_type.mapping
+            merge(mappings, mapping.to_dict(), True)
+            merge(analysis, mapping._collect_analysis(), True)
+        if mappings:
+            out["mappings"] = mappings
+        if analysis or self._analysis:
+            merge(analysis, self._analysis)
+            out.setdefault("settings", {})["analysis"] = analysis
+        return out
+
+    def search(self, using: Optional[OpenSearch] = None) -> Search:
+        """
+        Return a :class:`~opensearchpy.Search` object searching over the
+        index (or all the indices belonging to this template) and its
+        ``Document``\\s.
+        """
+        return Search(
+            using=using or self._using, index=self._name, doc_type=self._doc_types
+        )
+
+    def updateByQuery(  # pylint: disable=invalid-name
+        self, using: Optional[OpenSearch] = None
+    ) -> UpdateByQuery:
+        """
+        Return a :class:`~opensearchpy.UpdateByQuery` object searching over the index
+        (or all the indices belonging to this template) and updating Documents that match
+        the search criteria.
+
+        For more information, see here:
+        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
+        """
+        return UpdateByQuery(
+            using=using or self._using,
+            index=self._name,
+        )
+
+    def create(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Creates the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.create`` unchanged.
+        """
+        return self._get_connection(using).indices.create(
+            index=self._name, body=self.to_dict(), **kwargs
+        )
+
+    def is_closed(self, using: Optional[OpenSearch] = None) -> Any:
+        state = self._get_connection(using).cluster.state(
+            index=self._name, metric="metadata"
+        )
+        return state["metadata"]["indices"][self._name]["state"] == "close"
+
+    def save(self, using: Optional[OpenSearch] = None) -> Any:
+        """
+        Sync the index definition with opensearch, creating the index if it
+        doesn't exist and updating its settings and mappings if it does.
+
+        Note some settings and mapping changes cannot be done on an open
+        index (or at all on an existing index) and for those this method will
+        fail with the underlying exception.
+        """
+        if not self.exists(using=using):
+            return self.create(using=using)
+
+        body = self.to_dict()
+        settings = body.pop("settings", {})
+        analysis = settings.pop("analysis", None)
+        current_settings = self.get_settings(using=using)[self._name]["settings"][
+            "index"
+        ]
+        if analysis:
+            if self.is_closed(using=using):
+                # closed index, update away
+                settings["analysis"] = analysis
+            else:
+                # compare analysis definition, if all analysis objects are
+                # already defined as requested, skip analysis update and
+                # proceed, otherwise raise IllegalOperation
+                existing_analysis = current_settings.get("analysis", {})
+                if any(
+                    existing_analysis.get(section, {}).get(k, None)
+                    != analysis[section][k]
+                    for section in analysis
+                    for k in analysis[section]
+                ):
+                    raise IllegalOperation(
+                        "You cannot update analysis configuration on an open index, "
+                        "you need to close index %s first." % self._name
+                    )
+
+        # try and update the settings
+        if settings:
+            settings = settings.copy()
+            for k, v in list(settings.items()):
+                if k in current_settings and current_settings[k] == str(v):
+                    del settings[k]
+
+            if settings:
+                self.put_settings(using=using, body=settings)
+
+        # update the mappings, any conflict in the mappings will result in an
+        # exception
+        mappings = body.pop("mappings", {})
+        if mappings:
+            self.put_mapping(using=using, body=mappings)
+
+    def analyze(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Perform the analysis process on a text and return the tokens breakdown
+        of the text.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.analyze`` unchanged.
+        """
+        return self._get_connection(using).indices.analyze(index=self._name, **kwargs)
+
+    def refresh(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Performs a refresh operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.refresh`` unchanged.
+        """
+        return self._get_connection(using).indices.refresh(index=self._name, **kwargs)
+
+    def flush(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Performs a flush operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.flush`` unchanged.
+        """
+        return self._get_connection(using).indices.flush(index=self._name, **kwargs)
+
+    def get(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The get index API allows to retrieve information about the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get`` unchanged.
+        """
+        return self._get_connection(using).indices.get(index=self._name, **kwargs)
+
+    def open(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Opens the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.open`` unchanged.
+        """
+        return self._get_connection(using).indices.open(index=self._name, **kwargs)
+
+    def close(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Closes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.close`` unchanged.
+        """
+        return self._get_connection(using).indices.close(index=self._name, **kwargs)
+
+    def delete(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Deletes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.delete`` unchanged.
+        """
+        return self._get_connection(using).indices.delete(index=self._name, **kwargs)
+
+    def exists(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Returns ``True`` if the index already exists in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.exists`` unchanged.
+        """
+        return self._get_connection(using).indices.exists(index=self._name, **kwargs)
+
+    def put_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Register specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.put_mapping(
+            index=self._name, **kwargs
+        )
+
+    def get_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.get_mapping(
+            index=self._name, **kwargs
+        )
+
+    def get_field_mapping(
+        self, using: Optional[OpenSearch] = None, **kwargs: Any
+    ) -> Any:
+        """
+        Retrieve mapping definition of a specific field.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_field_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.get_field_mapping(
+            index=self._name, **kwargs
+        )
+
+    def put_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Create an alias for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.put_alias(index=self._name, **kwargs)
+
+    def exists_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Return a boolean indicating whether given alias exists for this index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.exists_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.exists_alias(
+            index=self._name, **kwargs
+        )
+
+    def get_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve a specified alias.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.get_alias(index=self._name, **kwargs)
+
+    def delete_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Delete specific alias.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.delete_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.delete_alias(
+            index=self._name, **kwargs
+        )
+
+    def get_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve settings for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_settings`` unchanged.
+        """
+        return self._get_connection(using).indices.get_settings(
+            index=self._name, **kwargs
+        )
+
+    def put_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Change specific index level settings in real time.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_settings`` unchanged.
+        """
+        return self._get_connection(using).indices.put_settings(
+            index=self._name, **kwargs
+        )
+
+    def stats(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve statistics on different operations happening on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.stats`` unchanged.
+        """
+        return self._get_connection(using).indices.stats(index=self._name, **kwargs)
+
+    def segments(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Provide low level segments information that a Lucene index (shard
+        level) is built with.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.segments`` unchanged.
+        """
+        return self._get_connection(using).indices.segments(index=self._name, **kwargs)
+
+    def validate_query(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Validate a potentially expensive query without executing it.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.validate_query`` unchanged.
+        """
+        return self._get_connection(using).indices.validate_query(
+            index=self._name, **kwargs
+        )
+
+    def clear_cache(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Clear all caches or specific cached associated with the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.clear_cache`` unchanged.
+        """
+        return self._get_connection(using).indices.clear_cache(
+            index=self._name, **kwargs
+        )
+
+    def recovery(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The indices recovery API provides insight into on-going shard
+        recoveries for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.recovery`` unchanged.
+        """
+        return self._get_connection(using).indices.recovery(index=self._name, **kwargs)
+
+    def upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Upgrade the index to the latest format.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.upgrade`` unchanged.
+        """
+        return self._get_connection(using).indices.upgrade(index=self._name, **kwargs)
+
+    def get_upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Monitor how much of the index is upgraded.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_upgrade`` unchanged.
+        """
+        return self._get_connection(using).indices.get_upgrade(
+            index=self._name, **kwargs
+        )
+
+    def shard_stores(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Provides store information for shard copies of the index. Store
+        information reports on which nodes shard copies exist, the shard copy
+        version, indicating how recent they are, and any exceptions encountered
+        while opening the shard index or from earlier engine failure.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.shard_stores`` unchanged.
+        """
+        return self._get_connection(using).indices.shard_stores(
+            index=self._name, **kwargs
+        )
+
+    def forcemerge(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The force merge API allows to force merging of the index through an
+        API. The merge relates to the number of segments a Lucene index holds
+        within each shard. The force merge operation allows to reduce the
+        number of segments by merging them.
+
+        This call will block until the merge is complete. If the http
+        connection is lost, the request will continue in the background, and
+        any new requests will block until the previous force merge is complete.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.forcemerge`` unchanged.
+        """
+        return self._get_connection(using).indices.forcemerge(
+            index=self._name, **kwargs
+        )
+
+    def shrink(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The shrink index API allows you to shrink an existing index into a new
+        index with fewer primary shards. The number of primary shards in the
+        target index must be a factor of the shards in the source index. For
+        example an index with 8 primary shards can be shrunk into 4, 2 or 1
+        primary shards or an index with 15 primary shards can be shrunk into 5,
+        3 or 1. If the number of shards in the index is a prime number it can
+        only be shrunk into a single primary shard. Before shrinking, a
+        (primary or replica) copy of every shard in the index must be present
+        on the same node.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.shrink`` unchanged.
+        """
+        return self._get_connection(using).indices.shrink(index=self._name, **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/mapping.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/mapping.py
new file mode 100644
index 000000000..f75ef19e7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/mapping.py
@@ -0,0 +1,246 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any
+
+from six import iteritems, itervalues
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.helpers.field import Nested, Text, construct_field
+
+from .utils import DslBase
+
+META_FIELDS = frozenset(
+    (
+        "dynamic",
+        "transform",
+        "dynamic_date_formats",
+        "date_detection",
+        "numeric_detection",
+        "dynamic_templates",
+        "enabled",
+    )
+)
+
+
+class Properties(DslBase):
+    name = "properties"
+    _param_defs = {"properties": {"type": "field", "hash": True}}
+
+    def __init__(self) -> None:
+        super(Properties, self).__init__()
+
+    def __repr__(self) -> str:
+        return "Properties()"
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties[name]
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self.properties
+
+    def to_dict(self) -> Any:
+        return super(Properties, self).to_dict()["properties"]
+
+    def field(self, name: Any, *args: Any, **kwargs: Any) -> "Properties":
+        self.properties[name] = construct_field(*args, **kwargs)
+        return self
+
+    def _collect_fields(self) -> Any:
+        """Iterate over all Field objects within, including multi fields."""
+        for f in itervalues(self.properties.to_dict()):
+            yield f
+            # multi fields
+            if hasattr(f, "fields"):
+                for inner_f in itervalues(f.fields.to_dict()):
+                    yield inner_f
+            # nested and inner objects
+            if hasattr(f, "_collect_fields"):
+                for inner_f in f._collect_fields():
+                    yield inner_f
+
+    def update(self, other_object: Any) -> None:
+        if not hasattr(other_object, "properties"):
+            # not an inner/nested object, no merge possible
+            return
+
+        our, other = self.properties, other_object.properties
+        for name in other:
+            if name in our:
+                if hasattr(our[name], "update"):
+                    our[name].update(other[name])
+                continue
+            our[name] = other[name]
+
+
+class Mapping(object):
+    def __init__(self) -> None:
+        self.properties = Properties()
+        self._meta: Any = {}
+
+    def __repr__(self) -> str:
+        return "Mapping()"
+
+    def _clone(self) -> Any:
+        m = Mapping()
+        m.properties._params = self.properties._params.copy()
+        return m
+
+    @classmethod
+    def from_opensearch(cls, index: Any, using: str = "default") -> Any:
+        m = cls()
+        m.update_from_opensearch(index, using)
+        return m
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        field = self
+        nested = []
+        parts = field_path.split(".")
+        for i, step in enumerate(parts):
+            try:
+                field = field[step]
+            except KeyError:
+                return (), None
+            if isinstance(field, Nested):
+                nested.append(".".join(parts[: i + 1]))
+        return nested, field
+
+    def resolve_field(self, field_path: Any) -> Any:
+        field = self
+        for step in field_path.split("."):
+            try:
+                field = field[step]
+            except KeyError:
+                return None
+        return field
+
+    def _collect_analysis(self) -> Any:
+        analysis: Any = {}
+        fields: Any = []
+        if "_all" in self._meta:
+            fields.append(Text(**self._meta["_all"]))
+
+        for f in chain(fields, self.properties._collect_fields()):
+            for analyzer_name in (
+                "analyzer",
+                "normalizer",
+                "search_analyzer",
+                "search_quote_analyzer",
+            ):
+                if not hasattr(f, analyzer_name):
+                    continue
+                analyzer = getattr(f, analyzer_name)
+                d = analyzer.get_analysis_definition()
+                # empty custom analyzer, probably already defined out of our control
+                if not d:
+                    continue
+
+                # merge the definition
+                # TODO: conflict detection/resolution
+                for key in d:
+                    analysis.setdefault(key, {}).update(d[key])
+
+        return analysis
+
+    def save(self, index: Any, using: str = "default") -> Any:
+        from opensearchpy.helpers.index import Index
+
+        index = Index(index, using=using)
+        index.mapping(self)
+        return index.save()
+
+    def update_from_opensearch(self, index: Any, using: str = "default") -> None:
+        opensearch = get_connection(using)
+        raw = opensearch.indices.get_mapping(index=index)
+        _, raw = raw.popitem()
+        self._update_from_dict(raw["mappings"])
+
+    def _update_from_dict(self, raw: Any) -> None:
+        for name, definition in iteritems(raw.get("properties", {})):
+            self.field(name, definition)
+
+        # metadata like _all etc
+        for name, value in iteritems(raw):
+            if name != "properties":
+                if isinstance(value, collections_abc.Mapping):
+                    self.meta(name, **value)
+                else:
+                    self.meta(name, value)
+
+    def update(self, mapping: Any, update_only: bool = False) -> None:
+        for name in mapping:
+            if update_only and name in self:
+                # nested and inner objects, merge recursively
+                if hasattr(self[name], "update"):
+                    # FIXME only merge subfields, not the settings
+                    self[name].update(mapping[name], update_only)
+                continue
+            self.field(name, mapping[name])
+
+        if update_only:
+            for name in mapping._meta:
+                if name not in self._meta:
+                    self._meta[name] = mapping._meta[name]
+        else:
+            self._meta.update(mapping._meta)
+
+    def __contains__(self, name: Any) -> Any:
+        return name in self.properties.properties
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties.properties[name]
+
+    def __iter__(self) -> Any:
+        return iter(self.properties.properties)
+
+    def field(self, *args: Any, **kwargs: Any) -> "Mapping":
+        self.properties.field(*args, **kwargs)
+        return self
+
+    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "Mapping":
+        if not name.startswith("_") and name not in META_FIELDS:
+            name = "_" + name
+
+        if params and kwargs:
+            raise ValueError("Meta configs cannot have both value and a dictionary.")
+
+        self._meta[name] = kwargs if params is None else params
+        return self
+
+    def to_dict(self) -> Any:
+        meta = self._meta
+
+        # hard coded serialization of analyzers in _all
+        if "_all" in meta:
+            meta = meta.copy()
+            _all = meta["_all"] = meta["_all"].copy()
+            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
+                if hasattr(_all.get(f, None), "to_dict"):
+                    _all[f] = _all[f].to_dict()
+        meta.update(self.properties.to_dict())
+        return meta
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/query.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/query.py
new file mode 100644
index 000000000..1d3b6671d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/query.py
@@ -0,0 +1,526 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any, Optional
+
+# 'SF' looks unused but the test suite assumes it's available
+# from this module so others are liable to do so as well.
+from ..helpers.function import SF, ScoreFunction
+from .utils import DslBase
+
+
+def Q(  # pylint: disable=invalid-name
+    name_or_query: Any = "match_all", **params: Any
+) -> Any:
+    # {"match": {"title": "python"}}
+    if isinstance(name_or_query, collections_abc.Mapping):
+        if params:
+            raise ValueError("Q() cannot accept parameters when passing in a dict.")
+        if len(name_or_query) != 1:
+            raise ValueError(
+                'Q() can only accept dict with a single query ({"match": {...}}). '
+                "Instead it got (%r)" % name_or_query
+            )
+        name, params = name_or_query.copy().popitem()  # type: ignore
+        return Query.get_dsl_class(name)(_expand__to_dot=False, **params)
+
+    # MatchAll()
+    if isinstance(name_or_query, Query):
+        if params:
+            raise ValueError(
+                "Q() cannot accept parameters when passing in a Query object."
+            )
+        return name_or_query
+
+    # s.query = Q('filtered', query=s.query)
+    if hasattr(name_or_query, "_proxied"):
+        return name_or_query._proxied
+
+    # "match", title="python"
+    return Query.get_dsl_class(name_or_query)(**params)
+
+
+class Query(DslBase):
+    _type_name: str = "query"
+    _type_shortcut = staticmethod(Q)
+    name: Optional[str] = None
+
+    def __add__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__radd__"):
+            return other.__radd__(self)
+        return Bool(must=[self, other])
+
+    def __invert__(self) -> Any:
+        return Bool(must_not=[self])
+
+    def __or__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__ror__"):
+            return other.__ror__(self)
+        return Bool(should=[self, other])
+
+    def __and__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__rand__"):
+            return other.__rand__(self)
+        return Bool(must=[self, other])
+
+
+class MatchAll(Query):
+    name = "match_all"
+
+    def __add__(self, other: Any) -> Any:
+        return other._clone()
+
+    __and__ = __rand__ = __radd__ = __add__
+
+    def __or__(self, other: Any) -> "MatchAll":
+        return self
+
+    __ror__ = __or__
+
+    def __invert__(self) -> Any:
+        return MatchNone()
+
+
+EMPTY_QUERY = MatchAll()
+
+
+class MatchNone(Query):
+    name = "match_none"
+
+    def __add__(self, other: Any) -> "MatchNone":
+        return self
+
+    __and__ = __rand__ = __radd__ = __add__
+
+    def __or__(self, other: Any) -> Any:
+        return other._clone()
+
+    __ror__ = __or__
+
+    def __invert__(self) -> Any:
+        return MatchAll()
+
+
+class Bool(Query):
+    name = "bool"
+    _param_defs = {
+        "must": {"type": "query", "multi": True},
+        "should": {"type": "query", "multi": True},
+        "must_not": {"type": "query", "multi": True},
+        "filter": {"type": "query", "multi": True},
+    }
+
+    def __add__(self, other: "Bool") -> Any:
+        q = self._clone()
+        if isinstance(other, Bool):
+            q.must += other.must
+            q.should += other.should
+            q.must_not += other.must_not
+            q.filter += other.filter
+        else:
+            q.must.append(other)
+        return q
+
+    __radd__ = __add__
+
+    def __or__(self, other: "Bool") -> Any:
+        for q in (self, other):
+            if isinstance(q, Bool) and not any(
+                (q.must, q.must_not, q.filter, getattr(q, "minimum_should_match", None))
+            ):
+                other = self if q is other else other
+                q = q._clone()
+                if isinstance(other, Bool) and not any(
+                    (
+                        other.must,
+                        other.must_not,
+                        other.filter,
+                        getattr(other, "minimum_should_match", None),
+                    )
+                ):
+                    q.should.extend(other.should)
+                else:
+                    q.should.append(other)
+                return q
+
+        return Bool(should=[self, other])
+
+    __ror__ = __or__
+
+    @property
+    def _min_should_match(self) -> Any:
+        return getattr(
+            self,
+            "minimum_should_match",
+            0 if not self.should or (self.must or self.filter) else 1,
+        )
+
+    def __invert__(self) -> Any:
+        # Because an empty Bool query is treated like
+        # MatchAll the inverse should be MatchNone
+        if not any(chain(self.must, self.filter, self.should, self.must_not)):
+            return MatchNone()
+
+        negations = []
+        for q in chain(self.must, self.filter):
+            negations.append(~q)
+
+        for q in self.must_not:
+            negations.append(q)
+
+        if self.should and self._min_should_match:
+            negations.append(Bool(must_not=self.should[:]))
+
+        if len(negations) == 1:
+            return negations[0]
+        return Bool(should=negations)
+
+    def __and__(self, other: "Bool") -> Any:
+        q = self._clone()
+        if isinstance(other, Bool):
+            q.must += other.must
+            q.must_not += other.must_not
+            q.filter += other.filter
+            q.should = []
+
+            # reset minimum_should_match as it will get calculated below
+            if "minimum_should_match" in q._params:
+                del q._params["minimum_should_match"]
+
+            for qx in (self, other):
+                # TODO: percentages will fail here
+                min_should_match = qx._min_should_match
+                # all subqueries are required
+                if len(qx.should) <= min_should_match:
+                    q.must.extend(qx.should)
+                # not all of them are required, use it and remember min_should_match
+                elif not q.should:
+                    q.minimum_should_match = min_should_match
+                    q.should = qx.should
+                # all queries are optional, just extend should
+                elif q._min_should_match == 0 and min_should_match == 0:
+                    q.should.extend(qx.should)
+                # not all are required, add a should list to the must with proper min_should_match
+                else:
+                    q.must.append(
+                        Bool(should=qx.should, minimum_should_match=min_should_match)
+                    )
+        else:
+            if not (q.must or q.filter) and q.should:
+                q._params.setdefault("minimum_should_match", 1)
+            q.must.append(other)
+        return q
+
+    __rand__ = __and__
+
+
+class FunctionScore(Query):
+    name = "function_score"
+    _param_defs = {
+        "query": {"type": "query"},
+        "filter": {"type": "query"},
+        "functions": {"type": "score_function", "multi": True},
+    }
+
+    def __init__(self, **kwargs: Any) -> None:
+        if "functions" in kwargs:
+            pass
+        else:
+            fns = kwargs["functions"] = []
+            for name in ScoreFunction._classes:
+                if name in kwargs:
+                    fns.append({name: kwargs.pop(name)})
+        super(FunctionScore, self).__init__(**kwargs)
+
+
+# compound queries
+class Boosting(Query):
+    name = "boosting"
+    _param_defs = {"positive": {"type": "query"}, "negative": {"type": "query"}}
+
+
+class ConstantScore(Query):
+    name = "constant_score"
+    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
+
+
+class DisMax(Query):
+    name = "dis_max"
+    _param_defs = {"queries": {"type": "query", "multi": True}}
+
+
+class Filtered(Query):
+    name = "filtered"
+    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
+
+
+class Indices(Query):
+    name = "indices"
+    _param_defs = {"query": {"type": "query"}, "no_match_query": {"type": "query"}}
+
+
+class Percolate(Query):
+    name = "percolate"
+
+
+# relationship queries
+class Nested(Query):
+    name = "nested"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class HasChild(Query):
+    name = "has_child"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class HasParent(Query):
+    name = "has_parent"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class TopChildren(Query):
+    name = "top_children"
+    _param_defs = {"query": {"type": "query"}}
+
+
+# compount span queries
+class SpanFirst(Query):
+    name = "span_first"
+    _param_defs = {"match": {"type": "query"}}
+
+
+class SpanMulti(Query):
+    name = "span_multi"
+    _param_defs = {"match": {"type": "query"}}
+
+
+class SpanNear(Query):
+    name = "span_near"
+    _param_defs = {"clauses": {"type": "query", "multi": True}}
+
+
+class SpanNot(Query):
+    name = "span_not"
+    _param_defs = {"exclude": {"type": "query"}, "include": {"type": "query"}}
+
+
+class SpanOr(Query):
+    name = "span_or"
+    _param_defs = {"clauses": {"type": "query", "multi": True}}
+
+
+class FieldMaskingSpan(Query):
+    name = "field_masking_span"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class SpanContaining(Query):
+    name = "span_containing"
+    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
+
+
+# Original implementation contained
+# a typo: remove in v8.0.
+SpanContainining = SpanContaining
+
+
+class SpanWithin(Query):
+    name = "span_within"
+    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
+
+
+# core queries
+class Common(Query):
+    name = "common"
+
+
+class Fuzzy(Query):
+    name = "fuzzy"
+
+
+class FuzzyLikeThis(Query):
+    name = "fuzzy_like_this"
+
+
+class FuzzyLikeThisField(Query):
+    name = "fuzzy_like_this_field"
+
+
+class RankFeature(Query):
+    name = "rank_feature"
+
+
+class DistanceFeature(Query):
+    name = "distance_feature"
+
+
+class GeoBoundingBox(Query):
+    name = "geo_bounding_box"
+
+
+class GeoDistance(Query):
+    name = "geo_distance"
+
+
+class GeoDistanceRange(Query):
+    name = "geo_distance_range"
+
+
+class GeoPolygon(Query):
+    name = "geo_polygon"
+
+
+class GeoShape(Query):
+    name = "geo_shape"
+
+
+class GeohashCell(Query):
+    name = "geohash_cell"
+
+
+class Ids(Query):
+    name = "ids"
+
+
+class Intervals(Query):
+    name = "intervals"
+
+
+class Limit(Query):
+    name = "limit"
+
+
+class Match(Query):
+    name = "match"
+
+
+class MatchPhrase(Query):
+    name = "match_phrase"
+
+
+class MatchPhrasePrefix(Query):
+    name = "match_phrase_prefix"
+
+
+class MatchBoolPrefix(Query):
+    name = "match_bool_prefix"
+
+
+class Exists(Query):
+    name = "exists"
+
+
+class MoreLikeThis(Query):
+    name = "more_like_this"
+
+
+class MoreLikeThisField(Query):
+    name = "more_like_this_field"
+
+
+class MultiMatch(Query):
+    name = "multi_match"
+
+
+class Prefix(Query):
+    name = "prefix"
+
+
+class QueryString(Query):
+    name = "query_string"
+
+
+class Range(Query):
+    name = "range"
+
+
+class Regexp(Query):
+    name = "regexp"
+
+
+class Shape(Query):
+    name = "shape"
+
+
+class SimpleQueryString(Query):
+    name = "simple_query_string"
+
+
+class SpanTerm(Query):
+    name = "span_term"
+
+
+class Template(Query):
+    name = "template"
+
+
+class Term(Query):
+    name = "term"
+
+
+class Terms(Query):
+    name = "terms"
+
+
+class TermsSet(Query):
+    name = "terms_set"
+
+
+class Wildcard(Query):
+    name = "wildcard"
+
+
+class Script(Query):
+    name = "script"
+
+
+class ScriptScore(Query):
+    name = "script_score"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class Type(Query):
+    name = "type"
+
+
+class ParentId(Query):
+    name = "parent_id"
+
+
+class Wrapper(Query):
+    name = "wrapper"
+
+
+__all__ = ["SF"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/__init__.py
new file mode 100644
index 000000000..4858f9512
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/__init__.py
@@ -0,0 +1,130 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, AttrList, _wrap
+from .hit import Hit, HitMeta
+
+
+class Response(AttrDict):
+    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
+        super(AttrDict, self).__setattr__("_search", search)
+        super(AttrDict, self).__setattr__("_doc_class", doc_class)
+        super(Response, self).__init__(response)
+
+    def __iter__(self) -> Any:
+        return iter(self.hits)
+
+    def __getitem__(self, key: Any) -> Any:
+        if isinstance(key, (slice, int)):
+            # for slicing etc
+            return self.hits[key]
+        return super(Response, self).__getitem__(key)
+
+    def __nonzero__(self) -> Any:
+        return bool(self.hits)
+
+    __bool__ = __nonzero__
+
+    def __repr__(self) -> str:
+        return "<Response: %r>" % (self.hits or self.aggregations)
+
+    def __len__(self) -> int:
+        return len(self.hits)
+
+    def __getstate__(self) -> Any:
+        return self._d_, self._search, self._doc_class
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("_d_", state[0])
+        super(AttrDict, self).__setattr__("_search", state[1])
+        super(AttrDict, self).__setattr__("_doc_class", state[2])
+
+    def success(self) -> bool:
+        return self._shards.total == self._shards.successful and not self.timed_out
+
+    @property
+    def hits(self) -> Any:
+        if not hasattr(self, "_hits"):
+            h = self._d_["hits"]
+
+            try:
+                hits = AttrList(map(self._search._get_result, h["hits"]))
+            except AttributeError as e:
+                # avoid raising AttributeError since it will be hidden by the property
+                raise TypeError("Could not parse hits.", e)
+
+            # avoid assigning _hits into self._d_
+            super(AttrDict, self).__setattr__("_hits", hits)
+            for k in h:
+                setattr(self._hits, k, _wrap(h[k]))
+        return self._hits
+
+    @property
+    def aggregations(self) -> Any:
+        return self.aggs
+
+    @property
+    def aggs(self) -> Any:
+        if not hasattr(self, "_aggs"):
+            aggs = AggResponse(
+                self._search.aggs, self._search, self._d_.get("aggregations", {})
+            )
+
+            # avoid assigning _aggs into self._d_
+            super(AttrDict, self).__setattr__("_aggs", aggs)
+        return self._aggs
+
+
+class AggResponse(AttrDict):
+    def __init__(self, aggs: Any, search: Any, data: Any) -> None:
+        super(AttrDict, self).__setattr__("_meta", {"search": search, "aggs": aggs})
+        super(AggResponse, self).__init__(data)
+
+    def __getitem__(self, attr_name: Any) -> Any:
+        if attr_name in self._meta["aggs"]:
+            # don't do self._meta['aggs'][attr_name] to avoid copying
+            agg = self._meta["aggs"].aggs[attr_name]
+            return agg.result(self._meta["search"], self._d_[attr_name])
+        return super(AggResponse, self).__getitem__(attr_name)
+
+    def __iter__(self) -> Any:
+        for name in self._meta["aggs"]:
+            yield self[name]
+
+
+class UpdateByQueryResponse(AttrDict):
+    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
+        super(AttrDict, self).__setattr__("_search", search)
+        super(AttrDict, self).__setattr__("_doc_class", doc_class)
+        super(UpdateByQueryResponse, self).__init__(response)
+
+    def success(self) -> bool:
+        return not self.timed_out and not self.failures
+
+
+__all__ = ["Response", "AggResponse", "UpdateByQueryResponse", "Hit", "HitMeta"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/aggs.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/aggs.py
new file mode 100644
index 000000000..f52208e63
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/aggs.py
@@ -0,0 +1,94 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, AttrList
+from . import AggResponse, Response
+
+
+class Bucket(AggResponse):
+    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
+        super(Bucket, self).__init__(aggs, search, data)
+
+
+class FieldBucket(Bucket):
+    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
+        if field:
+            data["key"] = field.deserialize(data["key"])
+        super(FieldBucket, self).__init__(aggs, search, data, field)
+
+
+class BucketData(AggResponse):
+    _bucket_class = Bucket
+
+    def _wrap_bucket(self, data: Any) -> Any:
+        return self._bucket_class(
+            self._meta["aggs"],
+            self._meta["search"],
+            data,
+            field=self._meta.get("field"),
+        )
+
+    def __iter__(self) -> Any:
+        return iter(self.buckets)
+
+    def __len__(self) -> int:
+        return len(self.buckets)
+
+    def __getitem__(self, key: Any) -> Any:
+        if isinstance(key, (int, slice)):
+            return self.buckets[key]
+        return super(BucketData, self).__getitem__(key)
+
+    @property
+    def buckets(self) -> Any:
+        if not hasattr(self, "_buckets"):
+            field = getattr(self._meta["aggs"], "field", None)
+            if field:
+                self._meta["field"] = self._meta["search"]._resolve_field(field)
+            bs = self._d_["buckets"]
+            if isinstance(bs, list):
+                bs = AttrList(bs, obj_wrapper=self._wrap_bucket)
+            else:
+                bs = AttrDict({k: self._wrap_bucket(bs[k]) for k in bs})
+            super(AttrDict, self).__setattr__("_buckets", bs)
+        return self._buckets
+
+
+class FieldBucketData(BucketData):
+    _bucket_class = FieldBucket
+
+
+class TopHitsData(Response):
+    def __init__(self, agg: Any, search: Any, data: Any) -> None:
+        super(AttrDict, self).__setattr__(
+            "meta", AttrDict({"agg": agg, "search": search})
+        )
+        super(TopHitsData, self).__init__(search, data)
+
+
+__all__ = ["AggResponse"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/hit.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/hit.py
new file mode 100644
index 000000000..319a886fd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/hit.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, HitMeta
+
+
+class Hit(AttrDict):
+    def __init__(self, document: Any) -> None:
+        data = {}
+        if "_source" in document:
+            data = document["_source"]
+        if "fields" in document:
+            data.update(document["fields"])
+
+        super(Hit, self).__init__(data)
+        # assign meta as attribute and not as key in self._d_
+        super(AttrDict, self).__setattr__("meta", HitMeta(document))
+
+    def __getstate__(self) -> Any:
+        # add self.meta since it is not in self.__dict__
+        return super(Hit, self).__getstate__() + (self.meta,)
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("meta", state[-1])
+        super(Hit, self).__setstate__(state[:-1])
+
+    def __dir__(self) -> Any:
+        # be sure to expose meta in dir(self)
+        return super(Hit, self).__dir__() + ["meta"]
+
+    def __repr__(self) -> str:
+        return "<Hit({}): {}>".format(
+            "/".join(
+                getattr(self.meta, key) for key in ("index", "id") if key in self.meta
+            ),
+            super(Hit, self).__repr__(),
+        )
+
+
+__all__ = ["Hit", "HitMeta"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/search.py
new file mode 100644
index 000000000..5693e9160
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/search.py
@@ -0,0 +1,868 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+import copy
+from typing import Any
+
+from six import iteritems, string_types
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.exceptions import TransportError
+from opensearchpy.helpers import scan
+
+from ..exceptions import IllegalOperation
+from ..helpers.query import Bool, Q
+from .aggs import A, AggBase
+from .response import Hit, Response
+from .utils import AttrDict, DslBase, recursive_to_dict
+
+
+class QueryProxy(object):
+    """
+    Simple proxy around DSL objects (queries) that can be called
+    (to add query/post_filter) and also allows attribute access which is proxied to
+    the wrapped query.
+    """
+
+    def __init__(self, search: Any, attr_name: Any) -> None:
+        self._search = search
+        self._proxied: Any = None
+        self._attr_name = attr_name
+
+    def __nonzero__(self) -> bool:
+        return self._proxied is not None
+
+    __bool__ = __nonzero__
+
+    def __call__(self, *args: Any, **kwargs: Any) -> Any:
+        s = self._search._clone()
+
+        # we cannot use self._proxied since we just cloned self._search and
+        # need to access the new self on the clone
+        proxied = getattr(s, self._attr_name)
+        if proxied._proxied is None:
+            proxied._proxied = Q(*args, **kwargs)
+        else:
+            proxied._proxied &= Q(*args, **kwargs)
+
+        # always return search to be chainable
+        return s
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._proxied, attr_name)
+
+    def __setattr__(self, attr_name: Any, value: Any) -> None:
+        if not attr_name.startswith("_"):
+            self._proxied = Q(self._proxied.to_dict())
+            setattr(self._proxied, attr_name, value)
+        super(QueryProxy, self).__setattr__(attr_name, value)
+
+    def __getstate__(self) -> Any:
+        return self._search, self._proxied, self._attr_name
+
+    def __setstate__(self, state: Any) -> None:
+        self._search, self._proxied, self._attr_name = state
+
+
+class ProxyDescriptor(object):
+    """
+    Simple descriptor to enable setting of queries and filters as:
+
+        s = Search()
+        s.query = Q(...)
+
+    """
+
+    def __init__(self, name: str) -> None:
+        self._attr_name = "_%s_proxy" % name
+
+    def __get__(self, instance: Any, owner: Any) -> Any:
+        return getattr(instance, self._attr_name)
+
+    def __set__(self, instance: Any, value: Any) -> None:
+        proxy = getattr(instance, self._attr_name)
+        proxy._proxied = Q(value)
+
+
+class AggsProxy(AggBase, DslBase):
+    name = "aggs"
+
+    def __init__(self, search: Any) -> None:
+        self._base = self
+        self._search = search
+        self._params = {"aggs": {}}
+
+    def to_dict(self) -> Any:
+        return super(AggsProxy, self).to_dict().get("aggs", {})
+
+
+class Request(object):
+    _doc_type: Any
+    _doc_type_map: Any
+
+    def __init__(
+        self,
+        using: str = "default",
+        index: Any = None,
+        doc_type: Any = None,
+        extra: Any = None,
+    ) -> None:
+        self._using = using
+
+        self._index = None
+        if isinstance(index, (tuple, list)):
+            self._index = list(index)
+        elif index:
+            self._index = [index]
+
+        self._doc_type = []
+        self._doc_type_map = {}
+        if isinstance(doc_type, (tuple, list)):
+            self._doc_type.extend(doc_type)
+        elif isinstance(doc_type, collections_abc.Mapping):
+            self._doc_type.extend(doc_type.keys())
+            self._doc_type_map.update(doc_type)
+        elif doc_type:
+            self._doc_type.append(doc_type)
+
+        self._params: Any = {}
+        self._extra: Any = extra or {}
+
+    def __eq__(self: Any, other: Any) -> bool:
+        return (
+            isinstance(other, Request)
+            and other._params == self._params
+            and other._index == self._index
+            and other._doc_type == self._doc_type
+            and other.to_dict() == self.to_dict()  # type: ignore
+        )
+
+    def __copy__(self) -> Any:
+        return self._clone()
+
+    def params(self, **kwargs: Any) -> Any:
+        """
+        Specify query params to be used when executing the search. All the
+        keyword arguments will override the current values.
+
+        Example::
+
+            s = Search()
+            s = s.params(routing='user-1', preference='local')
+        """
+        s = self._clone()
+        s._params.update(kwargs)
+        return s
+
+    def index(self, *index: Any) -> Any:
+        """
+        Set the index for the search. If called empty it will remove all information.
+
+        Example:
+
+            s = Search()
+            s = s.index('twitter-2015.01.01', 'twitter-2015.01.02')
+            s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02'])
+        """
+        # .index() resets
+        s = self._clone()
+        if not index:
+            s._index = None
+        else:
+            indexes = []
+            for i in index:
+                if isinstance(i, string_types):
+                    indexes.append(i)
+                elif isinstance(i, list):
+                    indexes += i
+                elif isinstance(i, tuple):
+                    indexes += list(i)
+
+            s._index = (self._index or []) + indexes
+
+        return s
+
+    def _resolve_field(self, path: Any) -> Any:
+        for dt in self._doc_type:
+            if not hasattr(dt, "_index"):
+                continue
+            field = dt._index.resolve_field(path)
+            if field is not None:
+                return field
+
+    def _resolve_nested(self, hit: Any, parent_class: Any = None) -> Any:
+        doc_class = Hit
+
+        nested_path: Any = []
+        nesting = hit["_nested"]
+        while nesting and "field" in nesting:
+            nested_path.append(nesting["field"])
+            nesting = nesting.get("_nested")
+        nested_path = ".".join(nested_path)
+
+        if hasattr(parent_class, "_index"):
+            nested_field = parent_class._index.resolve_field(nested_path)
+        else:
+            nested_field = self._resolve_field(nested_path)
+
+        if nested_field is not None:
+            return nested_field._doc_class
+
+        return doc_class
+
+    def _get_result(self, hit: Any, parent_class: Any = None) -> Any:
+        doc_class = Hit
+        dt = hit.get("_type")
+
+        if "_nested" in hit:
+            doc_class = self._resolve_nested(hit, parent_class)
+
+        elif dt in self._doc_type_map:
+            doc_class = self._doc_type_map[dt]
+
+        else:
+            for doc_type in self._doc_type:
+                if hasattr(doc_type, "_matches") and doc_type._matches(hit):
+                    doc_class = doc_type
+                    break
+
+        for t in hit.get("inner_hits", ()):
+            hit["inner_hits"][t] = Response(
+                self, hit["inner_hits"][t], doc_class=doc_class
+            )
+
+        callback = getattr(doc_class, "from_opensearch", doc_class)
+        return callback(hit)
+
+    def doc_type(self, *doc_type: Any, **kwargs: Any) -> Any:
+        """
+        Set the type to search through. You can supply a single value or
+        multiple. Values can be strings or subclasses of ``Document``.
+
+        You can also pass in any keyword arguments, mapping a doc_type to a
+        callback that should be used instead of the Hit class.
+
+        If no doc_type is supplied any information stored on the instance will
+        be erased.
+
+        Example:
+
+            s = Search().doc_type('product', 'store', User, custom=my_callback)
+        """
+        # .doc_type() resets
+        s = self._clone()
+        if not doc_type and not kwargs:
+            s._doc_type = []
+            s._doc_type_map = {}
+        else:
+            s._doc_type.extend(doc_type)
+            s._doc_type.extend(kwargs.keys())
+            s._doc_type_map.update(kwargs)
+        return s
+
+    def using(self, client: Any) -> Any:
+        """
+        Associate the search request with an opensearch client. A fresh copy
+        will be returned with current instance remaining unchanged.
+
+        :arg client: an instance of ``opensearchpy.OpenSearch`` to use or
+            an alias to look up in ``opensearchpy.connections``
+
+        """
+        s = self._clone()
+        s._using = client
+        return s
+
+    def extra(self, **kwargs: Any) -> Any:
+        """
+        Add extra keys to the request body. Mostly here for backwards
+        compatibility.
+        """
+        s = self._clone()
+        if "from_" in kwargs:
+            kwargs["from"] = kwargs.pop("from_")
+        s._extra.update(kwargs)
+        return s
+
+    def _clone(self) -> Any:
+        s = self.__class__(
+            using=self._using, index=self._index, doc_type=self._doc_type
+        )
+        s._doc_type_map = self._doc_type_map.copy()
+        s._extra = self._extra.copy()
+        s._params = self._params.copy()
+        return s
+
+
+class Search(Request):
+    query = ProxyDescriptor("query")
+    post_filter = ProxyDescriptor("post_filter")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Search request to opensearch.
+
+        :arg using: `OpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+        """
+        super(Search, self).__init__(**kwargs)
+
+        self.aggs = AggsProxy(self)
+        self._sort: Any = []
+        self._collapse: Any = {}
+        self._source: Any = None
+        self._highlight: Any = {}
+        self._highlight_opts: Any = {}
+        self._suggest: Any = {}
+        self._script_fields: Any = {}
+        self._response_class = Response
+
+        self._query_proxy = QueryProxy(self, "query")
+        self._post_filter_proxy = QueryProxy(self, "post_filter")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    def __iter__(self) -> Any:
+        """
+        Iterate over the hits.
+        """
+        return iter(self.execute())
+
+    def __getitem__(self, n: Any) -> Any:
+        """
+        Support slicing the `Search` instance for pagination.
+
+        Slicing equates to the from/size parameters. E.g.::
+
+            s = Search().query(...)[0:25]
+
+        is equivalent to::
+
+            s = Search().query(...).extra(from_=0, size=25)
+
+        """
+        s = self._clone()
+
+        if isinstance(n, slice):
+            # If negative slicing, abort.
+            if n.start and n.start < 0 or n.stop and n.stop < 0:
+                raise ValueError("Search does not support negative slicing.")
+            # OpenSearch won't get all results so we default to size: 10 if
+            # stop not given.
+            s._extra["from"] = n.start or 0
+            s._extra["size"] = max(
+                0, n.stop - (n.start or 0) if n.stop is not None else 10
+            )
+            return s
+        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
+            # If negative index, abort.
+            if n < 0:
+                raise ValueError("Search does not support negative indexing.")
+            s._extra["from"] = n
+            s._extra["size"] = 1
+            return s
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `Search` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            s = Search.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "aggs": {...}
+            })
+            s = s.filter('term', published=True)
+        """
+        s = cls()
+        s.update_from_dict(d)
+        return s
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        s = super(Search, self)._clone()
+
+        s._response_class = self._response_class
+        s._sort = self._sort[:]
+        s._source = copy.copy(self._source) if self._source is not None else None
+        s._highlight = self._highlight.copy()
+        s._highlight_opts = self._highlight_opts.copy()
+        s._suggest = self._suggest.copy()
+        s._script_fields = self._script_fields.copy()
+        for x in ("query", "post_filter"):
+            getattr(s, x)._proxied = getattr(self, x)._proxied
+
+        # copy top-level bucket definitions
+        if self.aggs._params.get("aggs"):
+            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
+        return s
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        s = self._clone()
+        s._response_class = cls
+        return s
+
+    def update_from_dict(self, d: Any) -> "Search":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "post_filter" in d:
+            self.post_filter._proxied = Q(d.pop("post_filter"))
+
+        aggs = d.pop("aggs", d.pop("aggregations", {}))
+        if aggs:
+            self.aggs._params = {
+                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
+            }
+        if "sort" in d:
+            self._sort = d.pop("sort")
+        if "_source" in d:
+            self._source = d.pop("_source")
+        if "highlight" in d:
+            high = d.pop("highlight").copy()
+            self._highlight = high.pop("fields")
+            self._highlight_opts = high
+        if "suggest" in d:
+            self._suggest = d.pop("suggest")
+            if "text" in self._suggest:
+                text = self._suggest.pop("text")
+                for s in self._suggest.values():
+                    s.setdefault("text", text)
+        if "script_fields" in d:
+            self._script_fields = d.pop("script_fields")
+        self._extra.update(d)
+        return self
+
+    def script_fields(self, **kwargs: Any) -> Any:
+        """
+        Define script fields to be calculated on hits.
+
+        Example::
+
+            s = Search()
+            s = s.script_fields(times_two="doc['field'].value * 2")
+            s = s.script_fields(
+                times_three={
+                    'script': {
+                        'lang': 'painless',
+                        'source': "doc['field'].value * params.n",
+                        'params': {'n': 3}
+                    }
+                }
+            )
+
+        """
+        s = self._clone()
+        for name in kwargs:
+            if isinstance(kwargs[name], string_types):
+                kwargs[name] = {"script": kwargs[name]}
+        s._script_fields.update(kwargs)
+        return s
+
+    def source(self, fields: Any = None, **kwargs: Any) -> Any:
+        """
+        Selectively control how the _source field is returned.
+
+        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
+
+        If ``fields`` is None, the entire document will be returned for
+        each hit.  If fields is a dictionary with keys of 'includes' and/or
+        'excludes' the fields will be either included or excluded appropriately.
+
+        Calling this multiple times with the same named parameter will override the
+        previous values with the new ones.
+
+        Example::
+
+            s = Search()
+            s = s.source(includes=['obj1.*'], excludes=["*.description"])
+
+            s = Search()
+            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
+
+        """
+        s = self._clone()
+
+        if fields and kwargs:
+            raise ValueError("You cannot specify fields and kwargs at the same time.")
+
+        if fields is not None:
+            s._source = fields
+            return s
+
+        if kwargs and not isinstance(s._source, dict):
+            s._source = {}
+
+        for key, value in kwargs.items():
+            if value is None:
+                try:
+                    del s._source[key]
+                except KeyError:
+                    pass
+            else:
+                s._source[key] = value
+
+        return s
+
+    def sort(self, *keys: Any) -> Any:
+        """
+        Add sorting information to the search request. If called without
+        arguments it will remove all sort requirements. Otherwise it will
+        replace them. Acceptable arguments are::
+
+            'some.field'
+            '-some.other.field'
+            {'different.field': {'any': 'dict'}}
+
+        so for example::
+
+            s = Search().sort(
+                'category',
+                '-title',
+                {"price" : {"order" : "asc", "mode" : "avg"}}
+            )
+
+        will sort by ``category``, ``title`` (in descending order) and
+        ``price`` in ascending order using the ``avg`` mode.
+
+        The API returns a copy of the Search object and can thus be chained.
+        """
+        s = self._clone()
+        s._sort = []
+        for k in keys:
+            if isinstance(k, string_types) and k.startswith("-"):
+                if k[1:] == "_score":
+                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
+                k = {k[1:]: {"order": "desc"}}
+            s._sort.append(k)
+        return s
+
+    def collapse(
+        self,
+        field: Any = None,
+        inner_hits: Any = None,
+        max_concurrent_group_searches: Any = None,
+    ) -> Any:
+        """
+        Add collapsing information to the search request.
+
+        If called without providing ``field``, it will remove all collapse
+        requirements, otherwise it will replace them with the provided
+        arguments.
+
+        The API returns a copy of the Search object and can thus be chained.
+        """
+        s = self._clone()
+        s._collapse = {}
+
+        if field is None:
+            return s
+
+        s._collapse["field"] = field
+        if inner_hits:
+            s._collapse["inner_hits"] = inner_hits
+        if max_concurrent_group_searches:
+            s._collapse["max_concurrent_group_searches"] = max_concurrent_group_searches
+        return s
+
+    def highlight_options(self, **kwargs: Any) -> Any:
+        """
+        Update the global highlighting options used for this request. For
+        example::
+
+            s = Search()
+            s = s.highlight_options(order='score')
+        """
+        s = self._clone()
+        s._highlight_opts.update(kwargs)
+        return s
+
+    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
+        """
+        Request highlighting of some fields. All keyword arguments passed in will be
+        used as parameters for all the fields in the ``fields`` parameter. Example::
+
+            Search().highlight('title', 'body', fragment_size=50)
+
+        will produce the equivalent of::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 50},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        If you want to have different options for different fields
+        you can call ``highlight`` twice::
+
+            Search().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
+
+        which will produce::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 100},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        """
+        s = self._clone()
+        for f in fields:
+            s._highlight[f] = kwargs
+        return s
+
+    def suggest(self, name: Any, text: Any, **kwargs: Any) -> Any:
+        """
+        Add a suggestions request to the search.
+
+        :arg name: name of the suggestion
+        :arg text: text to suggest on
+
+        All keyword arguments will be added to the suggestions body. For example::
+
+            s = Search()
+            s = s.suggest('suggestion-1', 'OpenSearch', term={'field': 'body'})
+        """
+        s = self._clone()
+        s._suggest[name] = {"text": text}
+        s._suggest[name].update(kwargs)
+        return s
+
+    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request's body.
+
+        :arg count: a flag to specify if we are interested in a body for count -
+            no aggregations, no pagination bounds etc.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        # count request doesn't care for sorting and other things
+        if not count:
+            if self.post_filter:
+                d["post_filter"] = self.post_filter.to_dict()
+
+            if self.aggs.aggs:
+                d.update(self.aggs.to_dict())
+
+            if self._sort:
+                d["sort"] = self._sort
+
+            if self._collapse:
+                d["collapse"] = self._collapse
+
+            d.update(recursive_to_dict(self._extra))
+
+            if self._source not in (None, {}):
+                d["_source"] = self._source
+
+            if self._highlight:
+                d["highlight"] = {"fields": self._highlight}
+                d["highlight"].update(self._highlight_opts)
+
+            if self._suggest:
+                d["suggest"] = self._suggest
+
+            if self._script_fields:
+                d["script_fields"] = self._script_fields
+
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    def count(self) -> Any:
+        """
+        Return the number of hits matching the query and filters. Note that
+        only the actual number is returned.
+        """
+        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
+            return self._response.hits.total.value
+
+        opensearch = get_connection(self._using)
+
+        d = self.to_dict(count=True)
+        # TODO: failed shards detection
+        return opensearch.count(index=self._index, body=d, **self._params)["count"]
+
+    def execute(self, ignore_cache: bool = False) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+
+        :arg ignore_cache: if set to ``True``, consecutive calls will hit
+            OpenSearch, while cached result will be ignored. Defaults to `False`
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = get_connection(self._using)
+
+            self._response = self._response_class(
+                self,
+                opensearch.search(
+                    index=self._index, body=self.to_dict(), **self._params
+                ),
+            )
+        return self._response
+
+    def scan(self) -> Any:
+        """
+        Turn the search into a scan search and return a generator that will
+        iterate over all the documents matching the query.
+
+        Use ``params`` method to specify any additional arguments you with to
+        pass to the underlying ``scan`` helper from ``opensearchpy``
+
+        """
+        opensearch = get_connection(self._using)
+
+        for hit in scan(
+            opensearch, query=self.to_dict(), index=self._index, **self._params
+        ):
+            yield self._get_result(hit)
+
+    def delete(self) -> Any:
+        """
+        delete() executes the query by delegating to delete_by_query()
+        """
+
+        opensearch = get_connection(self._using)
+
+        return AttrDict(
+            opensearch.delete_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+        )
+
+
+class MultiSearch(Request):
+    """
+    Combine multiple :class:`~opensearchpy.Search` objects into a single
+    request.
+    """
+
+    def __init__(self, **kwargs: Any) -> None:
+        super(MultiSearch, self).__init__(**kwargs)
+        self._searches: Any = []
+
+    def __getitem__(self, key: Any) -> Any:
+        return self._searches[key]
+
+    def __iter__(self) -> Any:
+        return iter(self._searches)
+
+    def _clone(self) -> Any:
+        ms = super(MultiSearch, self)._clone()
+        ms._searches = self._searches[:]
+        return ms
+
+    def add(self, search: Any) -> Any:
+        """
+        Adds a new :class:`~opensearchpy.Search` object to the request::
+
+            ms = MultiSearch(index='my-index')
+            ms = ms.add(Search(doc_type=Category).filter('term', category='python'))
+            ms = ms.add(Search(doc_type=Blog))
+        """
+        ms = self._clone()
+        ms._searches.append(search)
+        return ms
+
+    def to_dict(self) -> Any:
+        out = []
+        for s in self._searches:
+            meta = {}
+            if s._index:
+                meta["index"] = s._index
+            meta.update(s._params)
+
+            out.append(meta)
+            out.append(s.to_dict())
+
+        return out
+
+    def execute(self, ignore_cache: Any = False, raise_on_error: Any = True) -> Any:
+        """
+        Execute the multi search request and return a list of search results.
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = get_connection(self._using)
+
+            responses = opensearch.msearch(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+
+            out = []
+            for s, r in zip(self._searches, responses["responses"]):
+                if r.get("error", False):
+                    if raise_on_error:
+                        raise TransportError("N/A", r["error"]["type"], r["error"])
+                    r = None
+                else:
+                    r = Response(s, r)
+                out.append(r)
+
+            self._response = out
+
+        return self._response
+
+
+__all__ = ["Q"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/signer.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/signer.py
new file mode 100644
index 000000000..a497ed5b2
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/signer.py
@@ -0,0 +1,139 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Callable, Dict
+from urllib.parse import parse_qs, urlencode, urlparse
+
+import requests
+
+
+class AWSV4Signer:
+    """
+    Generic AWS V4 Request Signer.
+    """
+
+    def __init__(self, credentials, region: str, service: str = "es") -> Any:  # type: ignore
+        if not credentials:
+            raise ValueError("Credentials cannot be empty")
+        self.credentials = credentials
+
+        if not region:
+            raise ValueError("Region cannot be empty")
+        self.region = region
+
+        if not service:
+            raise ValueError("Service name cannot be empty")
+        self.service = service
+
+    def sign(self, method: str, url: str, body: Any) -> Dict[str, str]:
+        """
+        This method signs the request and returns headers.
+        :param method: HTTP method
+        :param url: url
+        :param body: body
+        :return: headers
+        """
+
+        from botocore.auth import SigV4Auth
+        from botocore.awsrequest import AWSRequest
+
+        # create an AWS request object and sign it using SigV4Auth
+        aws_request = AWSRequest(method=method.upper(), url=url, data=body)
+
+        # credentials objects expose access_key, secret_key and token attributes
+        # via @property annotations that call _refresh() on every access,
+        # creating a race condition if the credentials expire before secret_key
+        # is called but after access_key- the end result is the access_key doesn't
+        # correspond to the secret_key used to sign the request. To avoid this,
+        # get_frozen_credentials() which returns non-refreshing credentials is
+        # called if it exists.
+        credentials = (
+            self.credentials.get_frozen_credentials()
+            if hasattr(self.credentials, "get_frozen_credentials")
+            and callable(self.credentials.get_frozen_credentials)
+            else self.credentials
+        )
+
+        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
+        sig_v4_auth.add_auth(aws_request)
+
+        # copy the headers from AWS request object into the prepared_request
+        headers = dict(aws_request.headers.items())
+        headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
+
+        return headers
+
+
+class RequestsAWSV4SignerAuth(requests.auth.AuthBase):
+    """
+    AWS V4 Request Signer for Requests.
+    """
+
+    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
+        self.signer = AWSV4Signer(credentials, region, service)
+        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
+
+    def __call__(self, request):  # type: ignore
+        return self._sign_request(request)  # type: ignore
+
+    def _sign_request(self, prepared_request):  # type: ignore
+        """
+        This method helps in signing the request by injecting the required headers.
+        :param prepared_request: unsigned request
+        :return: signed request
+        """
+
+        prepared_request.headers.update(
+            self.signer.sign(
+                prepared_request.method,
+                self._fetch_url(prepared_request),  # type: ignore
+                prepared_request.body,
+            )
+        )
+
+        return prepared_request
+
+    def _fetch_url(self, prepared_request):  # type: ignore
+        """
+        This is a util method that helps in reconstructing the request url.
+        :param prepared_request: unsigned request
+        :return: reconstructed url
+        """
+        url = urlparse(prepared_request.url)
+        path = url.path or "/"
+
+        # fetch the query string if present in the request
+        querystring = ""
+        if url.query:
+            querystring = "?" + urlencode(
+                parse_qs(url.query, keep_blank_values=True), doseq=True
+            )
+
+        # fetch the host information from headers
+        headers = dict(
+            (key.lower(), value) for key, value in prepared_request.headers.items()
+        )
+        location = headers.get("host") or url.netloc
+
+        # construct the url and return
+        return url.scheme + "://" + location + path + querystring
+
+
+# Deprecated: use RequestsAWSV4SignerAuth
+class AWSV4SignerAuth(RequestsAWSV4SignerAuth):
+    pass
+
+
+class Urllib3AWSV4SignerAuth(Callable):  # type: ignore
+    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
+        self.signer = AWSV4Signer(credentials, region, service)
+        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
+
+    def __call__(self, method: str, url: str, body: Any) -> Dict[str, str]:
+        return self.signer.sign(method, url, body)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/test.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/test.py
new file mode 100644
index 000000000..6ad34b66d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/test.py
@@ -0,0 +1,114 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import os
+import time
+from typing import Any
+from unittest import SkipTest, TestCase
+
+import opensearchpy.client
+from opensearchpy import OpenSearch
+from opensearchpy.exceptions import ConnectionError
+
+OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
+
+
+def get_test_client(nowait: bool = False, **kwargs: Any) -> OpenSearch:
+    # construct kwargs from the environment
+    kw = {"timeout": 30}
+
+    if "PYTHON_CONNECTION_CLASS" in os.environ:
+        from opensearchpy import connection
+
+        kw["connection_class"] = getattr(
+            connection, os.environ["PYTHON_CONNECTION_CLASS"]
+        )
+
+    kw.update(kwargs)
+    client = OpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
+
+    # wait for yellow status
+    for _ in range(1 if nowait else 100):
+        try:
+            client.cluster.health(wait_for_status="yellow")
+            return client
+        except ConnectionError:
+            time.sleep(0.1)
+    else:
+        # timeout
+        raise SkipTest("OpenSearch failed to start.")
+
+
+class OpenSearchTestCase(TestCase):
+    client: Any
+
+    @staticmethod
+    def _get_client() -> OpenSearch:
+        return get_test_client()
+
+    @classmethod
+    def setup_class(cls) -> None:
+        cls.client = cls._get_client()
+
+    def teardown_method(self, _: Any) -> None:
+        # Hidden indices expanded in wildcards in OpenSearch 7.7
+        expand_wildcards = ["open", "closed"]
+        if self.opensearch_version() >= (1, 0):
+            expand_wildcards.append("hidden")
+
+        self.client.indices.delete(
+            index="*", ignore=404, expand_wildcards=expand_wildcards
+        )
+        self.client.indices.delete_template(name="*", ignore=404)
+
+    def opensearch_version(self) -> Any:
+        if not hasattr(self, "_opensearch_version"):
+            self._opensearch_version = opensearch_version(self.client)
+        return self._opensearch_version
+
+
+def _get_version(version_string: str) -> Any:
+    if "." not in version_string:
+        return ()
+    version = version_string.strip().split(".")
+    return tuple(int(v) if v.isdigit() else 999 for v in version)
+
+
+def opensearch_version(client: opensearchpy.client.OpenSearch) -> Any:
+    return _get_version(client.info()["version"]["number"])
+
+
+if "OPENSEARCH_VERSION" in os.environ:
+    OPENSEARCH_VERSION = _get_version(os.environ["OPENSEARCH_VERSION"])
+else:
+    client = OpenSearch(
+        OPENSEARCH_URL,
+        verify_certs=False,
+    )
+    OPENSEARCH_VERSION = opensearch_version(client)
+
+__all__ = ["OpenSearchTestCase"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/update_by_query.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/update_by_query.py
new file mode 100644
index 000000000..5eac0f519
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/update_by_query.py
@@ -0,0 +1,171 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from opensearchpy.connection.connections import get_connection
+
+from ..helpers.query import Bool, Q
+from ..helpers.search import ProxyDescriptor, QueryProxy, Request
+from .response import UpdateByQueryResponse
+from .utils import recursive_to_dict
+
+
+class UpdateByQuery(Request):
+    query = ProxyDescriptor("query")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Update by query request to opensearch.
+
+        :arg using: `OpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+
+        """
+        super(UpdateByQuery, self).__init__(**kwargs)
+        self._response_class = UpdateByQueryResponse
+        self._script: Any = {}
+        self._query_proxy = QueryProxy(self, "query")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `UpdateByQuery` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            ubq = UpdateByQuery.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "script": {...}
+            })
+            ubq = ubq.filter('term', published=True)
+        """
+        u = cls()
+        u.update_from_dict(d)
+        return u
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        ubq = super(UpdateByQuery, self)._clone()
+
+        ubq._response_class = self._response_class
+        ubq._script = self._script.copy()
+        ubq.query._proxied = self.query._proxied
+        return ubq
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        ubq = self._clone()
+        ubq._response_class = cls
+        return ubq
+
+    def update_from_dict(self, d: Any) -> "UpdateByQuery":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "script" in d:
+            self._script = d.pop("script")
+        self._extra.update(d)
+        return self
+
+    def script(self, **kwargs: Any) -> Any:
+        """
+        Define update action to take:
+
+        Note: the API only accepts a single script, so
+        calling the script multiple times will overwrite.
+
+        Example::
+
+            ubq = Search()
+            ubq = ubq.script(source="ctx._source.likes++"")
+            ubq = ubq.script(source="ctx._source.likes += params.f"",
+                         lang="expression",
+                         params={'f': 3})
+        """
+        ubq = self._clone()
+        if ubq._script:
+            ubq._script = {}
+        ubq._script.update(kwargs)
+        return ubq
+
+    def to_dict(self, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request'ubq body.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        if self._script:
+            d["script"] = self._script
+
+        d.update(recursive_to_dict(self._extra))
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    def execute(self) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+        """
+        opensearch = get_connection(self._using)
+
+        self._response = self._response_class(
+            self,
+            opensearch.update_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            ),
+        )
+        return self._response
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/utils.py
new file mode 100644
index 000000000..cad415b94
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/utils.py
@@ -0,0 +1,613 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from __future__ import unicode_literals
+
+import collections.abc as collections_abc
+from copy import copy
+from typing import Any, Callable, Dict, Optional, Tuple
+
+from six import add_metaclass, iteritems
+from six.moves import map
+
+from opensearchpy.exceptions import UnknownDslObject, ValidationException
+
+SKIP_VALUES: Tuple[str, None] = ("", None)
+EXPAND__TO_DOT = True
+
+DOC_META_FIELDS = frozenset(
+    (
+        "id",
+        "routing",
+    )
+)
+
+META_FIELDS = frozenset(
+    (
+        # OpenSearch metadata fields, except 'type'
+        "index",
+        "using",
+        "score",
+        "version",
+        "seq_no",
+        "primary_term",
+    )
+).union(DOC_META_FIELDS)
+
+
+def _wrap(val: Any, obj_wrapper: Optional[Callable[..., Any]] = None) -> Any:
+    if isinstance(val, collections_abc.Mapping):
+        return AttrDict(val) if obj_wrapper is None else obj_wrapper(val)
+    if isinstance(val, list):
+        return AttrList(val)
+    return val
+
+
+class AttrList(object):
+    def __init__(
+        self, p: Any, obj_wrapper: Optional[Callable[..., Any]] = None
+    ) -> None:
+        # make iterables into lists
+        if not isinstance(p, list):
+            p = list(p)
+        self._l_ = p
+        self._obj_wrapper = obj_wrapper
+
+    def __repr__(self) -> str:
+        return repr(self._l_)
+
+    def __eq__(self, other: Any) -> bool:
+        if isinstance(other, AttrList):
+            return bool(other._l_ == self._l_)
+        # make sure we still equal to a dict with the same data
+        return bool(other == self._l_)
+
+    def __ne__(self, other: Any) -> bool:
+        return bool(not self == other)
+
+    def __getitem__(self, k: Any) -> Any:
+        p = self._l_[k]
+        if isinstance(k, slice):
+            return AttrList(p, obj_wrapper=self._obj_wrapper)
+        return _wrap(p, self._obj_wrapper)
+
+    def __setitem__(self, k: Any, value: Any) -> None:
+        self._l_[k] = value
+
+    def __iter__(self) -> Any:
+        return map(lambda i: _wrap(i, self._obj_wrapper), self._l_)
+
+    def __len__(self) -> int:
+        return len(self._l_)
+
+    def __nonzero__(self) -> bool:
+        return bool(self._l_)
+
+    __bool__ = __nonzero__
+
+    def __getattr__(self, name: Any) -> Any:
+        return getattr(self._l_, name)
+
+    def __getstate__(self) -> Any:
+        return self._l_, self._obj_wrapper
+
+    def __setstate__(self, state: Any) -> None:
+        self._l_, self._obj_wrapper = state
+
+
+class AttrDict(object):
+    """
+    Helper class to provide attribute like access (read and write) to
+    dictionaries. Used to provide a convenient way to access both results and
+    nested dsl dicts.
+    """
+
+    def __init__(self, d: Any) -> None:
+        # assign the inner dict manually to prevent __setattr__ from firing
+        super(AttrDict, self).__setattr__("_d_", d)
+
+    def __contains__(self, key: Any) -> bool:
+        return key in self._d_
+
+    def __nonzero__(self) -> bool:
+        return bool(self._d_)
+
+    __bool__ = __nonzero__
+
+    def __dir__(self) -> Any:
+        # introspection for auto-complete in IPython etc
+        return list(self._d_.keys())
+
+    def __eq__(self, other: Any) -> bool:
+        if isinstance(other, AttrDict):
+            return bool(other._d_ == self._d_)
+        # make sure we still equal to a dict with the same data
+        return bool(other == self._d_)
+
+    def __ne__(self, other: Any) -> bool:
+        return bool(not self == other)
+
+    def __repr__(self) -> str:
+        r = repr(self._d_)
+        if len(r) > 60:
+            r = r[:60] + "...}"
+        return r
+
+    def __getstate__(self) -> Any:
+        return (self._d_,)
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("_d_", state[0])
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        try:
+            return self.__getitem__(attr_name)
+        except KeyError:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, attr_name
+                )
+            )
+
+    def get(self, key: Any, default: Any = None) -> Any:
+        try:
+            return self.__getattr__(key)  # pylint: disable=unnecessary-dunder-call
+        except AttributeError:
+            if default is not None:
+                return default
+            raise
+
+    def __delattr__(self, attr_name: Any) -> None:
+        try:
+            del self._d_[attr_name]
+        except KeyError:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, attr_name
+                )
+            )
+
+    def __getitem__(self, key: Any) -> Any:
+        return _wrap(self._d_[key])
+
+    def __setitem__(self, key: Any, value: Any) -> None:
+        self._d_[key] = value
+
+    def __delitem__(self, key: Any) -> None:
+        del self._d_[key]
+
+    def __setattr__(self, name: Any, value: Any) -> None:
+        if name in self._d_ or not hasattr(self.__class__, name):
+            self._d_[name] = value
+        else:
+            # there is an attribute on the class (could be property, ..) - don't add it as field
+            super(AttrDict, self).__setattr__(name, value)
+
+    def __iter__(self) -> Any:
+        return iter(self._d_)
+
+    def to_dict(self) -> Any:
+        return self._d_
+
+
+class DslMeta(type):
+    """
+    Base Metaclass for DslBase subclasses that builds a registry of all classes
+    for given DslBase subclass (== all the query types for the Query subclass
+    of DslBase).
+
+    It then uses the information from that registry (as well as `name` and
+    `shortcut` attributes from the base class) to construct any subclass based
+    on its name.
+
+    For typical use see `QueryMeta` and `Query` in `opensearchpy.query`.
+    """
+
+    _types: Dict[str, Any] = {}
+
+    def __init__(cls: Any, name: str, bases: Any, attrs: Any) -> None:
+        # TODO: why is it calling itself?!
+        super(DslMeta, cls).__init__(name, bases, attrs)
+        # skip for DslBase
+        if not hasattr(cls, "_type_shortcut"):
+            return
+        if cls.name is None:
+            # abstract base class, register its shortcut
+            cls._types[cls._type_name] = cls._type_shortcut
+            # and create a registry for subclasses
+            if not hasattr(cls, "_classes"):
+                cls._classes = {}
+        elif cls.name not in cls._classes:
+            # normal class, register it
+            cls._classes[cls.name] = cls
+
+    @classmethod
+    def get_dsl_type(cls, name: Any) -> Any:
+        try:
+            return cls._types[name]
+        except KeyError:
+            raise UnknownDslObject("DSL type %s does not exist." % name)
+
+
+@add_metaclass(DslMeta)
+class DslBase(object):
+    """
+    Base class for all DSL objects - queries, filters, aggregations etc. Wraps
+    a dictionary representing the object's json.
+
+    Provides several feature:
+        - attribute access to the wrapped dictionary (.field instead of ['field'])
+        - _clone method returning a copy of self
+        - to_dict method to serialize into dict (to be sent via opensearch-py)
+        - basic logical operators (&, | and ~) using a Bool(Filter|Query) TODO:
+          move into a class specific for Query/Filter
+        - respects the definition of the class and (de)serializes its
+          attributes based on the `_param_defs` definition (for example turning
+          all values in the `must` attribute into Query objects)
+    """
+
+    _param_defs: Dict[str, Any] = {}
+    _params: Dict[str, Any]
+
+    @classmethod
+    def get_dsl_class(cls: Any, name: Any, default: Optional[bool] = None) -> Any:
+        try:
+            return cls._classes[name]
+        except KeyError:
+            if default is not None:
+                return cls._classes[default]
+            raise UnknownDslObject(
+                "DSL class `{}` does not exist in {}.".format(name, cls._type_name)
+            )
+
+    def __init__(self, _expand__to_dot: Any = EXPAND__TO_DOT, **params: Any) -> None:
+        self._params = {}
+        for pname, pvalue in iteritems(params):
+            if "__" in pname and _expand__to_dot:
+                pname = pname.replace("__", ".")
+            self._setattr(pname, pvalue)
+
+    def _repr_params(self) -> str:
+        """Produce a repr of all our parameters to be used in __repr__."""
+        return ", ".join(
+            "{}={!r}".format(n.replace(".", "__"), v)
+            for (n, v) in sorted(iteritems(self._params))
+            # make sure we don't include empty typed params
+            if "type" not in self._param_defs.get(n, {}) or v
+        )
+
+    def __repr__(self) -> str:
+        return "{}({})".format(self.__class__.__name__, self._repr_params())
+
+    def __eq__(self, other: Any) -> bool:
+        return isinstance(other, self.__class__) and other.to_dict() == self.to_dict()
+
+    def __ne__(self, other: Any) -> bool:
+        return not self == other
+
+    def __setattr__(self, name: str, value: Any) -> None:
+        if name.startswith("_"):
+            return super(DslBase, self).__setattr__(name, value)
+        return self._setattr(name, value)
+
+    def _setattr(self, name: Any, value: Any) -> None:
+        # if this attribute has special type assigned to it...
+        if name in self._param_defs:
+            pinfo = self._param_defs[name]
+
+            if "type" in pinfo:
+                # get the shortcut used to construct this type (query.Q, aggs.A, etc)
+                shortcut = self.__class__.get_dsl_type(pinfo["type"])
+
+                # list of dict(name -> DslBase)
+                if pinfo.get("multi") and pinfo.get("hash"):
+                    if not isinstance(value, (tuple, list)):
+                        value = (value,)
+                    value = list(
+                        {k: shortcut(v) for (k, v) in iteritems(obj)} for obj in value
+                    )
+                elif pinfo.get("multi"):
+                    if not isinstance(value, (tuple, list)):
+                        value = (value,)
+                    value = list(map(shortcut, value))
+
+                # dict(name -> DslBase), make sure we pickup all the objs
+                elif pinfo.get("hash"):
+                    value = {k: shortcut(v) for (k, v) in iteritems(value)}
+
+                # single value object, just convert
+                else:
+                    value = shortcut(value)
+        self._params[name] = value
+
+    def __getattr__(self, name: str) -> Any:
+        if name.startswith("_"):
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, name
+                )
+            )
+
+        value = None
+        try:
+            value = self._params[name]
+        except KeyError:
+            # compound types should never throw AttributeError and return empty
+            # container instead
+            if name in self._param_defs:
+                pinfo = self._param_defs[name]
+                if pinfo.get("multi"):
+                    value = self._params.setdefault(name, [])
+                elif pinfo.get("hash"):
+                    value = self._params.setdefault(name, {})
+        if value is None:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, name
+                )
+            )
+
+        # wrap nested dicts in AttrDict for convenient access
+        if isinstance(value, collections_abc.Mapping):
+            return AttrDict(value)
+        return value
+
+    def to_dict(self) -> Any:
+        """
+        Serialize the DSL object to plain dict
+        """
+        d = {}
+        for pname, value in iteritems(self._params):
+            pinfo = self._param_defs.get(pname)
+
+            # typed param
+            if pinfo and "type" in pinfo:
+                # don't serialize empty lists and dicts for typed fields
+                if value in ({}, []):
+                    continue
+
+                # list of dict(name -> DslBase)
+                if pinfo.get("multi") and pinfo.get("hash"):
+                    value = list(
+                        {k: v.to_dict() for k, v in iteritems(obj)} for obj in value
+                    )
+
+                # multi-values are serialized as list of dicts
+                elif pinfo.get("multi"):
+                    value = list(map(lambda x: x.to_dict(), value))
+
+                # squash all the hash values into one dict
+                elif pinfo.get("hash"):
+                    value = {k: v.to_dict() for k, v in iteritems(value)}
+
+                # serialize single values
+                else:
+                    value = value.to_dict()
+
+            # serialize anything with to_dict method
+            elif hasattr(value, "to_dict"):
+                value = value.to_dict()
+
+            d[pname] = value
+        return {self.name: d}
+
+    def _clone(self) -> Any:
+        c = self.__class__()
+        for attr in self._params:
+            c._params[attr] = copy(self._params[attr])
+        return c
+
+
+class HitMeta(AttrDict):
+    def __init__(
+        self, document: Dict[str, Any], exclude: Any = ("_source", "_fields")
+    ) -> None:
+        d = {
+            k[1:] if k.startswith("_") else k: v
+            for (k, v) in iteritems(document)
+            if k not in exclude
+        }
+        if "type" in d:
+            # make sure we are consistent everywhere in python
+            d["doc_type"] = d.pop("type")
+        super(HitMeta, self).__init__(d)
+
+
+class ObjectBase(AttrDict):
+    _doc_type: Any
+
+    def __init__(self, meta: Any = None, **kwargs: Any) -> None:
+        meta = meta or {}
+        for k in list(kwargs):
+            if k.startswith("_") and k[1:] in META_FIELDS:
+                meta[k] = kwargs.pop(k)
+
+        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
+
+        super(ObjectBase, self).__init__(kwargs)
+
+    @classmethod
+    def __list_fields(cls: Any) -> Any:
+        """
+        Get all the fields defined for our class, if we have an Index, try
+        looking at the index mappings as well, mark the fields from Index as
+        optional.
+        """
+        for name in cls._doc_type.mapping:
+            field = cls._doc_type.mapping[name]
+            yield name, field, False
+
+        if hasattr(cls.__class__, "_index"):
+            if not cls._index._mapping:
+                return
+            for name in cls._index._mapping:
+                # don't return fields that are in _doc_type
+                if name in cls._doc_type.mapping:
+                    continue
+                field = cls._index._mapping[name]
+                yield name, field, True
+
+    @classmethod
+    def __get_field(cls: Any, name: Any) -> Any:
+        try:
+            return cls._doc_type.mapping[name]
+        except KeyError:
+            # fallback to fields on the Index
+            if hasattr(cls, "_index") and cls._index._mapping:
+                try:
+                    return cls._index._mapping[name]
+                except KeyError:
+                    pass
+
+    @classmethod
+    def from_opensearch(cls: Any, hit: Any) -> Any:
+        meta = hit.copy()
+        data = meta.pop("_source", {})
+        doc = cls(meta=meta)
+        doc._from_dict(data)
+        return doc
+
+    def _from_dict(self, data: Any) -> None:
+        for k, v in iteritems(data):
+            f = self.__get_field(k)
+            if f and f._coerce:
+                v = f.deserialize(v)
+            setattr(self, k, v)
+
+    def __getstate__(self) -> Any:
+        return self.to_dict(), self.meta._d_
+
+    def __setstate__(self, state: Any) -> None:
+        data, meta = state
+        super(AttrDict, self).__setattr__("_d_", {})
+        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
+        self._from_dict(data)
+
+    def __getattr__(self, name: Any) -> Any:
+        try:
+            return super(ObjectBase, self).__getattr__(name)
+        except AttributeError:
+            f = self.__get_field(name)
+            if hasattr(f, "empty"):
+                value = f.empty()
+                if value not in SKIP_VALUES:
+                    setattr(self, name, value)
+                    value = getattr(self, name)
+                return value
+            raise
+
+    def to_dict(self, skip_empty: Optional[bool] = True) -> Any:
+        out = {}
+        for k, v in iteritems(self._d_):
+            # if this is a mapped field,
+            f = self.__get_field(k)
+            if f and f._coerce:
+                v = f.serialize(v)
+
+            # if someone assigned AttrList, unwrap it
+            if isinstance(v, AttrList):
+                v = v._l_
+
+            if skip_empty:
+                # don't serialize empty values
+                # careful not to include numeric zeros
+                if v in ([], {}, None):
+                    continue
+
+            out[k] = v
+        return out
+
+    def clean_fields(self) -> None:
+        errors: Dict[str, Any] = {}
+        for name, field, optional in self.__list_fields():
+            data = self._d_.get(name, None)
+            if data is None and optional:
+                continue
+            try:
+                # save the cleaned value
+                data = field.clean(data)
+            except ValidationException as e:
+                errors.setdefault(name, []).append(e)
+
+            if name in self._d_ or data not in ([], {}, None):
+                self._d_[name] = data
+
+        if errors:
+            raise ValidationException(errors)
+
+    def clean(self) -> None:
+        pass
+
+    def full_clean(self) -> None:
+        self.clean_fields()
+        self.clean()
+
+
+def merge(data: Any, new_data: Any, raise_on_conflict: bool = False) -> None:
+    if not (
+        isinstance(data, (AttrDict, collections_abc.Mapping))
+        and isinstance(new_data, (AttrDict, collections_abc.Mapping))
+    ):
+        raise ValueError(
+            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
+                data, new_data
+            )
+        )
+
+    if not isinstance(new_data, Dict):
+        raise ValueError(
+            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
+                data, new_data
+            )
+        )
+
+    for key, value in iteritems(new_data):
+        if (
+            key in data
+            and isinstance(data[key], (AttrDict, collections_abc.Mapping))
+            and isinstance(value, (AttrDict, collections_abc.Mapping))
+        ):
+            merge(data[key], value, raise_on_conflict)
+        elif key in data and data[key] != value and raise_on_conflict:
+            raise ValueError("Incompatible data for key %r, cannot be merged." % key)
+        else:
+            data[key] = value  # type: ignore
+
+
+def recursive_to_dict(data: Any) -> Any:
+    """Recursively transform objects that potentially have .to_dict()
+    into dictionary literals by traversing AttrList, AttrDict, list,
+    tuple, and Mapping types.
+    """
+    if isinstance(data, AttrList):
+        data = list(data._l_)
+    elif hasattr(data, "to_dict"):
+        data = data.to_dict()
+    if isinstance(data, (list, tuple)):
+        return type(data)(recursive_to_dict(inner) for inner in data)
+    elif isinstance(data, collections_abc.Mapping):
+        return {key: recursive_to_dict(val) for key, val in data.items()}
+    return data
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/wrappers.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/wrappers.py
new file mode 100644
index 000000000..e8af30e92
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/wrappers.py
@@ -0,0 +1,91 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import operator
+from typing import Any
+
+from six import iteritems, string_types
+
+from .utils import AttrDict
+
+
+class Range(AttrDict):
+    OPS = {
+        "lt": operator.lt,
+        "lte": operator.le,
+        "gt": operator.gt,
+        "gte": operator.ge,
+    }
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        if args and (len(args) > 1 or kwargs or not isinstance(args[0], dict)):
+            raise ValueError(
+                "Range accepts a single dictionary or a set of keyword arguments."
+            )
+        data = args[0] if args else kwargs
+
+        for k in data:
+            if k not in self.OPS:
+                raise ValueError("Range received an unknown operator %r" % k)
+
+        if "gt" in data and "gte" in data:
+            raise ValueError("You cannot specify both gt and gte for Range.")
+
+        if "lt" in data and "lte" in data:
+            raise ValueError("You cannot specify both lt and lte for Range.")
+
+        super(Range, self).__init__(args[0] if args else kwargs)
+
+    def __repr__(self) -> str:
+        return "Range(%s)" % ", ".join("%s=%r" % op for op in iteritems(self._d_))
+
+    def __contains__(self, item: Any) -> bool:
+        if isinstance(item, string_types):
+            return super(Range, self).__contains__(item)
+
+        for op in self.OPS:
+            if op in self._d_ and not self.OPS[op](item, self._d_[op]):
+                return False
+        return True
+
+    @property
+    def upper(self) -> Any:
+        if "lt" in self._d_:
+            return self._d_["lt"], False
+        if "lte" in self._d_:
+            return self._d_["lte"], True
+        return None, False
+
+    @property
+    def lower(self) -> Any:
+        if "gt" in self._d_:
+            return self._d_["gt"], False
+        if "gte" in self._d_:
+            return self._d_["gte"], True
+        return None, False
+
+
+__all__ = ["Range"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/__init__.py
new file mode 100644
index 000000000..2d0e0d11c
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/__init__.py
@@ -0,0 +1,18 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from .metrics import Metrics
+from .metrics_events import MetricsEvents
+from .metrics_none import MetricsNone
+
+__all__ = [
+    "Metrics",
+    "MetricsEvents",
+    "MetricsNone",
+]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics.py
new file mode 100644
index 000000000..8764976c4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics.py
@@ -0,0 +1,42 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from abc import ABC, abstractmethod
+from typing import Optional
+
+
+class Metrics(ABC):
+    """
+    The Metrics class defines methods and properties for managing
+    request metrics, including start time, end time, and service time,
+    serving as a blueprint for concrete implementations.
+    """
+
+    @abstractmethod
+    def request_start(self) -> None:
+        pass
+
+    @abstractmethod
+    def request_end(self) -> None:
+        pass
+
+    @property
+    @abstractmethod
+    def start_time(self) -> Optional[float]:
+        pass
+
+    @property
+    @abstractmethod
+    def end_time(self) -> Optional[float]:
+        pass
+
+    @property
+    @abstractmethod
+    def service_time(self) -> Optional[float]:
+        pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_events.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_events.py
new file mode 100644
index 000000000..994d5b10e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_events.py
@@ -0,0 +1,61 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import time
+from typing import Optional
+
+from events import Events
+
+from opensearchpy.metrics.metrics import Metrics
+
+
+class MetricsEvents(Metrics):
+    """
+    The MetricsEvents class implements the Metrics abstract base class
+    and tracks metrics such as start time, end time, and service time
+    during request processing.
+    """
+
+    @property
+    def start_time(self) -> Optional[float]:
+        return self._start_time
+
+    @property
+    def end_time(self) -> Optional[float]:
+        return self._end_time
+
+    @property
+    def service_time(self) -> Optional[float]:
+        return self._service_time
+
+    def __init__(self) -> None:
+        self.events = Events()
+        self._start_time: Optional[float] = None
+        self._end_time: Optional[float] = None
+        self._service_time: Optional[float] = None
+
+        # Subscribe to the request_start and request_end events
+        self.events.request_start += self._on_request_start
+        self.events.request_end += self._on_request_end
+
+    def request_start(self) -> None:
+        self.events.request_start()
+
+    def _on_request_start(self) -> None:
+        self._start_time = time.perf_counter()
+        self._end_time = None
+        self._service_time = None
+
+    def request_end(self) -> None:
+        self.events.request_end()
+
+    def _on_request_end(self) -> None:
+        self._end_time = time.perf_counter()
+        if self._start_time is not None:
+            self._service_time = self._end_time - self._start_time
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_none.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_none.py
new file mode 100644
index 000000000..bbc7b335b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_none.py
@@ -0,0 +1,47 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Optional
+
+from opensearchpy.metrics.metrics import Metrics
+
+
+class MetricsNone(Metrics):
+    """
+    Default metrics class. It sets the start time, end time, and service time to None.
+    """
+
+    @property
+    def start_time(self) -> Optional[float]:
+        return self._start_time
+
+    @property
+    def end_time(self) -> Optional[float]:
+        return self._end_time
+
+    @property
+    def service_time(self) -> Optional[float]:
+        return self._service_time
+
+    def __init__(self) -> None:
+        self._start_time: Optional[float] = None
+        self._end_time: Optional[float] = None
+        self._service_time: Optional[float] = None
+
+    # request_start and request_end are placeholders,
+    # not implementing actual metrics collection in this subclass.
+
+    def request_start(self) -> None:
+        self._start_time = None
+        self._end_time = None
+        self._service_time = None
+
+    def request_end(self) -> None:
+        self._end_time = None
+        self._service_time = None
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/alerting.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/alerting.py
new file mode 100644
index 000000000..c812025a7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/alerting.py
@@ -0,0 +1,227 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import NamespacedClient, _make_path, query_params
+
+
+class AlertingClient(NamespacedClient):
+    @query_params()
+    def search_monitor(self, body: Any, params: Any = None, headers: Any = None) -> Any:
+        """
+        Returns the search result for a monitor.
+
+        :arg monitor_id: The configuration for the monitor we are trying to search
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def get_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Returns the details of a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to fetch
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("dryrun")
+    def run_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Runs/Executes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to execute
+        :arg dryrun: Shows the results of a run without actions sending any message
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def create_monitor(
+        self, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates a monitor with inputs, triggers, and actions.
+
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def update_monitor(
+        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates a monitor's inputs, triggers, and actions.
+
+        :arg monitor_id: The id of the monitor we are trying to update
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def delete_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to delete
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def get_destination(
+        self, destination_id: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Returns the details of a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
+        """
+        return self.transport.perform_request(
+            "GET",
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def create_destination(
+        self, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates a destination for slack, mail, or custom-webhook.
+
+        :arg body: The configuration for the destination
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "destinations"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def update_destination(
+        self,
+        destination_id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a destination's inputs, triggers, and actions.
+
+        :arg destination_id: The id of the destination we are trying to update
+        :arg body: The configuration for the destination
+        """
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def delete_destination(
+        self, destination_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to delete
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def get_alerts(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Returns all alerts.
+
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "alerts"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def acknowledge_alert(
+        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Acknowledges an alert.
+
+        :arg monitor_id: The id of the monitor, the alert belongs to
+        :arg body: The alerts to be acknowledged
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins",
+                "_alerting",
+                "monitors",
+                monitor_id,
+                "_acknowledge",
+                "alerts",
+            ),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/index_management.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/index_management.py
new file mode 100644
index 000000000..2d3551abb
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/index_management.py
@@ -0,0 +1,167 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndexManagementClient(NamespacedClient):
+    @query_params()
+    def put_policy(
+        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates, or updates, a policy.
+
+        :arg policy: The name of the policy
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def add_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Adds a policy to an index. This operation does not change the policy if the index already has one.
+
+        :arg index: The name of the index to add policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "add", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def get_policy(
+        self, policy: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
+
+        :arg policy: The name of the policy
+        """
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def remove_policy_from_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Removes any ISM policy from the index.
+
+        :arg index: The name of the index to remove policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "remove", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def change_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates the managed index policy to a new policy (or to a new version of the policy).
+
+        :arg index: The name of the index to change policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "change_policy", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def retry(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Retries the failed action for an index.
+
+        :arg index: The name of the index whose is in a failed state
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "retry", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("show_policy")
+    def explain_index(self, index: Any, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets the current state of the index.
+
+        :arg index: The name of the index to explain
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "explain", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def delete_policy(
+        self, policy: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes the policy by `policy_id`.
+
+        :arg policy: The name of the policy to delete
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/knn.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/knn.py
new file mode 100644
index 000000000..992180cd5
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/knn.py
@@ -0,0 +1,373 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class KnnClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to delete a particular model in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to retrieve information about models present in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    def search_models(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Use an OpenSearch query to search for models in the index.
+
+
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg allow_partial_search_results: Indicate if an error should
+            be returned if there is a partial search failure or timeout. Default is
+            True.
+        :arg analyze_wildcard: Specify whether wildcard and prefix
+            queries should be analyzed. Default is false.
+        :arg analyzer: The analyzer to use for the query string.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node. This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: Indicates whether network round-
+            trips should be minimized as part of cross-cluster search requests
+            execution. Default is True.
+        :arg default_operator: The default operator for query string
+            query (AND or OR). Valid choices are AND, OR.
+        :arg df: The field to use as default where no field prefix is
+            given in the query string.
+        :arg docvalue_fields: Comma-separated list of fields to return
+            as the docvalue representation of a field for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg explain: Specify whether to return detailed information
+            about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg lenient: Specify whether format-based query failures (such
+            as providing text to a numeric field) should be ignored.
+        :arg max_concurrent_shard_requests: The number of concurrent
+            shard requests per node this search executes concurrently. This value
+            should be used to limit the impact of the search on the cluster in order
+            to limit the number of concurrent shard requests. Default is 5.
+        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
+            round-trip to prefilter search shards based on query rewriting if the
+            number of shards the search request expands to exceeds the threshold.
+            This filter round-trip can limit the number of shards significantly if
+            for instance a shard can not match any documents based on its rewrite
+            method ie. if date filters are mandatory to match but the shard bounds
+            and the query are disjoint.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg request_cache: Specify if request cache should be used for
+            this request or not, defaults to index level setting.
+        :arg rest_total_hits_as_int: Indicates whether hits.total should
+            be rendered as an integer or an object in the rest search response.
+            Default is false.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg scroll: Specify how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg search_type: Search operation type. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg seq_no_primary_term: Specify whether to return sequence
+            number and primary term of the last modification of each hit.
+        :arg size: Number of hits to return. Default is 10.
+        :arg sort: Comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific 'tag' of the request for logging and
+            statistical purposes.
+        :arg stored_fields: Comma-separated list of stored fields to
+            return.
+        :arg suggest_field: Specify which field to use for suggestions.
+        :arg suggest_mode: Specify suggest mode. Valid choices are
+            missing, popular, always.
+        :arg suggest_size: How many suggestions to return in response.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.
+        :arg terminate_after: The maximum number of documents to collect
+            for each shard, upon reaching which the query execution will terminate
+            early.
+        :arg timeout: Operation timeout.
+        :arg track_scores: Whether to calculate and return scores even
+            if they are not used for sorting.
+        :arg track_total_hits: Indicate if the number of documents that
+            match the query should be tracked.
+        :arg typed_keys: Specify whether aggregation and suggester names
+            should be prefixed by their respective types in the response.
+        :arg version: Whether to return document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_knn/models/_search",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def stats(
+        self,
+        node_id: Any = None,
+        stat: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides information about the current status of the k-NN plugin.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg stat: Comma-separated list of stats to retrieve; use `_all`
+            or empty string to retrieve all stats.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", node_id, "stats", stat),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "preference", "pretty", "source"
+    )
+    def train_model(
+        self,
+        body: Any,
+        model_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create and train a model that can be used for initializing k-NN native library
+        indexes during indexing.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Preferred node to execute training.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_knn", "models", model_id, "_train"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def warmup(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Preloads native library files into memory, reducing initial search latency for
+        specified indexes.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "warmup", index),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/notifications.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/notifications.py
new file mode 100644
index 000000000..ed1e4f1a8
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/notifications.py
@@ -0,0 +1,351 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class NotificationsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a channel configuration.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "config_id",
+        "config_id_list",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def delete_configs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete multiple channel configurations.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg config_id_list: A comma-separated list of channel IDs to
+            delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a specific channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "chime.url",
+        "chime.url.keyword",
+        "config_type",
+        "created_time_ms",
+        "description",
+        "description.keyword",
+        "email.email_account_id",
+        "email.email_group_id_list",
+        "email.recipient_list.recipient",
+        "email.recipient_list.recipient.keyword",
+        "email_group.recipient_list.recipient",
+        "email_group.recipient_list.recipient.keyword",
+        "error_trace",
+        "filter_path",
+        "human",
+        "is_enabled",
+        "last_updated_time_ms",
+        "microsoft_teams.url",
+        "microsoft_teams.url.keyword",
+        "name",
+        "name.keyword",
+        "pretty",
+        "query",
+        "ses_account.from_address",
+        "ses_account.from_address.keyword",
+        "ses_account.region",
+        "ses_account.role_arn",
+        "ses_account.role_arn.keyword",
+        "slack.url",
+        "slack.url.keyword",
+        "smtp_account.from_address",
+        "smtp_account.from_address.keyword",
+        "smtp_account.host",
+        "smtp_account.host.keyword",
+        "smtp_account.method",
+        "sns.role_arn",
+        "sns.role_arn.keyword",
+        "sns.topic_arn",
+        "sns.topic_arn.keyword",
+        "source",
+        "text_query",
+        "webhook.url",
+        "webhook.url.keyword",
+    )
+    def get_configs(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get multiple channel configurations with filtering.
+
+
+        :arg config_type: Type of notification configuration. Valid
+            choices are slack, chime, microsoft_teams, webhook, email, sns,
+            ses_account, smtp_account, email_group.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_features(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List supported channel configurations.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_notifications/features", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def send_test(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Send a test notification.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "feature", "test", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_config(
+        self,
+        config_id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Update channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (config_id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_channels(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List created notification channels.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/rollups.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/rollups.py
new file mode 100644
index 000000000..b33d8a009
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/rollups.py
@@ -0,0 +1,235 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class RollupsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a rollup's current status.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get an index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create or update index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Stop rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/transforms.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/transforms.py
new file mode 100644
index 000000000..9f8161edd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/transforms.py
@@ -0,0 +1,308 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TransformsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete an index transform.
+
+
+        :arg id: Transform to delete
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to explain
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def preview(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a preview of what a transformed index would look like.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create an index transform, or update a transform if if_seq_no and
+        if_primary_term are provided.
+
+
+        :arg id: Transform to create/update
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "from_",
+        "human",
+        "pretty",
+        "search",
+        "size",
+        "sortDirection",
+        "sortField",
+        "source",
+    )
+    def search(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the details of all transform jobs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: The starting transform to return. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search: The search term to use to filter results.
+        :arg size: Specifies the number of transforms to return. Default
+            is 10.
+        :arg sortDirection: Specifies the direction to sort results in.
+            Can be ASC or DESC. Default is ASC.
+        :arg sortField: The field to sort results with.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "GET", "/_plugins/_transform", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start transform.
+
+
+        :arg id: Transform to start
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        stop transform.
+
+
+        :arg id: Transform to stop
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/serializer.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/serializer.py
new file mode 100644
index 000000000..e5c0a6c91
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/serializer.py
@@ -0,0 +1,215 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, Dict, Optional
+
+try:
+    import simplejson as json
+except ImportError:
+    import json  # type: ignore
+
+import uuid
+from datetime import date, datetime
+from decimal import Decimal
+
+from .compat import string_types
+from .exceptions import ImproperlyConfigured, SerializationError
+from .helpers.utils import AttrList
+
+INTEGER_TYPES = ()
+FLOAT_TYPES = (Decimal,)
+TIME_TYPES = (date, datetime)
+
+
+class Serializer(object):
+    mimetype: str = ""
+
+    def loads(self, s: str) -> Any:
+        raise NotImplementedError()
+
+    def dumps(self, data: Any) -> Any:
+        raise NotImplementedError()
+
+
+class TextSerializer(Serializer):
+    mimetype: str = "text/plain"
+
+    def loads(self, s: str) -> Any:
+        return s
+
+    def dumps(self, data: Any) -> Any:
+        if isinstance(data, string_types):
+            return data
+
+        raise SerializationError("Cannot serialize %r into text." % data)
+
+
+class JSONSerializer(Serializer):
+    mimetype: str = "application/json"
+
+    def default(self, data: Any) -> Any:
+        if isinstance(data, TIME_TYPES):
+            # Little hack to avoid importing pandas but to not
+            # return 'NaT' string for pd.NaT as that's not a valid
+            # date.
+            formatted_data = data.isoformat()
+            if formatted_data != "NaT":
+                return formatted_data
+
+        if isinstance(data, uuid.UUID):
+            return str(data)
+        elif isinstance(data, FLOAT_TYPES):
+            return float(data)
+        elif INTEGER_TYPES and isinstance(data, INTEGER_TYPES):
+            return int(data)
+
+        # Special cases for numpy and pandas types
+        # These are expensive to import so we try them last.
+        try:
+            import numpy as np
+
+            if isinstance(
+                data,
+                (
+                    np.int_,
+                    np.intc,
+                    np.int8,
+                    np.int16,
+                    np.int32,
+                    np.int64,
+                    np.uint8,
+                    np.uint16,
+                    np.uint32,
+                    np.uint64,
+                ),
+            ):
+                return int(data)
+            elif isinstance(
+                data,
+                (
+                    np.float_,
+                    np.float16,
+                    np.float32,
+                    np.float64,
+                ),
+            ):
+                return float(data)
+            elif isinstance(data, np.bool_):
+                return bool(data)
+            elif isinstance(data, np.datetime64):
+                return data.item().isoformat()
+            elif isinstance(data, np.ndarray):
+                return data.tolist()
+        except ImportError:
+            pass
+
+        try:
+            import pandas as pd
+
+            if isinstance(data, (pd.Series, pd.Categorical)):
+                return data.tolist()
+            elif isinstance(data, pd.Timestamp) and data is not getattr(
+                pd, "NaT", None
+            ):
+                return data.isoformat()
+            elif data is getattr(pd, "NA", None):
+                return None
+        except ImportError:
+            pass
+
+        raise TypeError("Unable to serialize %r (type: %s)" % (data, type(data)))
+
+    def loads(self, s: str) -> Any:
+        try:
+            return json.loads(s)
+        except (ValueError, TypeError) as e:
+            raise SerializationError(s, e)
+
+    def dumps(self, data: Any) -> Any:
+        # don't serialize strings
+        if isinstance(data, string_types):
+            return data
+
+        try:
+            return json.dumps(
+                data, default=self.default, ensure_ascii=False, separators=(",", ":")
+            )
+        except (ValueError, TypeError) as e:
+            raise SerializationError(data, e)
+
+
+DEFAULT_SERIALIZERS: Dict[str, Serializer] = {
+    JSONSerializer.mimetype: JSONSerializer(),
+    TextSerializer.mimetype: TextSerializer(),
+}
+
+
+class Deserializer(object):
+    def __init__(
+        self,
+        serializers: Dict[str, Serializer],
+        default_mimetype: str = "application/json",
+    ) -> None:
+        try:
+            self.default = serializers[default_mimetype]
+        except KeyError:
+            raise ImproperlyConfigured(
+                "Cannot find default serializer (%s)" % default_mimetype
+            )
+        self.serializers = serializers
+
+    def loads(self, s: str, mimetype: Optional[str] = None) -> Any:
+        if not mimetype:
+            deserializer = self.default
+        else:
+            # Treat 'application/vnd.elasticsearch+json'
+            # as application/json for compatibility.
+            if mimetype == "application/vnd.elasticsearch+json":
+                mimetype = "application/json"
+
+            # split out charset
+            mimetype, _, _ = mimetype.partition(";")
+            try:
+                deserializer = self.serializers[mimetype]
+            except KeyError:
+                raise SerializationError(
+                    "Unknown mimetype, unable to deserialize: %s" % mimetype
+                )
+
+        return deserializer.loads(s)
+
+
+class AttrJSONSerializer(JSONSerializer):
+    def default(self, data: Any) -> Any:
+        if isinstance(data, AttrList):
+            return data._l_
+        if hasattr(data, "to_dict"):
+            return data.to_dict()
+        return super(AttrJSONSerializer, self).default(data)
+
+
+serializer = AttrJSONSerializer()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/transport.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/transport.py
new file mode 100644
index 000000000..5c7e62978
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/transport.py
@@ -0,0 +1,514 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import time
+from itertools import chain
+from typing import Any, Callable, Collection, Dict, List, Mapping, Optional, Type, Union
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from .connection import Connection, Urllib3HttpConnection
+from .connection_pool import ConnectionPool, DummyConnectionPool, EmptyConnectionPool
+from .exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    SerializationError,
+    TransportError,
+)
+from .serializer import DEFAULT_SERIALIZERS, Deserializer, JSONSerializer, Serializer
+
+
+def get_host_info(
+    node_info: Dict[str, Any], host: Optional[Dict[str, Any]]
+) -> Optional[Dict[str, Any]]:
+    """
+    Simple callback that takes the node info from `/_cluster/nodes` and a
+    parsed connection information and return the connection information. If
+    `None` is returned this node will be skipped.
+
+    Useful for filtering nodes (by proximity for example) or if additional
+    information needs to be provided for the :class:`~opensearchpy.Connection`
+    class. By default cluster_manager only nodes are filtered out since they shouldn't
+    typically be used for API operations.
+
+    :arg node_info: node information from `/_cluster/nodes`
+    :arg host: connection information (host, port) extracted from the node info
+    """
+    # ignore cluster_manager only nodes
+    if node_info.get("roles", []) == ["cluster_manager"]:
+        return None
+    return host
+
+
+class Transport(object):
+    """
+    Encapsulation of transport-related to logic. Handles instantiation of the
+    individual connections as well as creating a connection pool to hold them.
+
+    Main interface is the `perform_request` method.
+    """
+
+    DEFAULT_CONNECTION_CLASS: Type[Connection] = Urllib3HttpConnection
+
+    connection_pool: Any
+    deserializer: Deserializer
+
+    max_retries: int
+    retry_on_timeout: bool
+    retry_on_status: Collection[int]
+    send_get_body_as: str
+    serializer: Serializer
+    connection_pool_class: Any
+    connection_class: Type[Connection]
+    kwargs: Any
+    hosts: Any
+    seed_connections: List[Connection]
+    sniffer_timeout: Optional[float]
+    sniff_on_start: bool
+    sniff_on_connection_fail: bool
+    last_sniff: float
+    sniff_timeout: Optional[float]
+    host_info_callback: Any
+    metrics: Metrics
+
+    def __init__(
+        self,
+        hosts: Any,
+        connection_class: Optional[Type[Connection]] = None,
+        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
+        host_info_callback: Callable[
+            [Dict[str, Any], Optional[Dict[str, Any]]], Optional[Dict[str, Any]]
+        ] = get_host_info,
+        sniff_on_start: bool = False,
+        sniffer_timeout: Optional[float] = None,
+        sniff_timeout: float = 0.1,
+        sniff_on_connection_fail: bool = False,
+        serializer: Serializer = JSONSerializer(),
+        serializers: Optional[Mapping[str, Serializer]] = None,
+        default_mimetype: str = "application/json",
+        max_retries: int = 3,
+        pool_maxsize: Optional[int] = None,
+        retry_on_status: Collection[int] = (502, 503, 504),
+        retry_on_timeout: bool = False,
+        send_get_body_as: str = "GET",
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of dictionaries, each containing keyword arguments to
+            create a `connection_class` instance
+        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
+        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
+        :arg host_info_callback: callback responsible for taking the node information from
+            `/_cluster/nodes`, along with already extracted information, and
+            producing a list of arguments (same as `hosts` parameter)
+        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
+            from the cluster at startup time
+        :arg sniffer_timeout: number of seconds between automatic sniffs
+        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
+        :arg sniff_timeout: timeout used for the sniff request - it should be a
+            fast api call and we are talking potentially to more nodes so we want
+            to fail quickly. Not used during initial sniffing (if
+            ``sniff_on_start`` is on) when the connection still isn't
+            initialized.
+        :arg serializer: serializer instance
+        :arg serializers: optional dict of serializer instances that will be
+            used for deserializing data coming from the server. (key is the mimetype)
+        :arg default_mimetype: when no mimetype is specified by the server
+            response assume this mimetype, defaults to `'application/json'`
+        :arg max_retries: maximum number of retries before an exception is propagated
+        :arg retry_on_status: set of HTTP status codes on which we should retry
+            on a different node. defaults to ``(502, 503, 504)``
+        :arg retry_on_timeout: should timeout trigger a retry on different
+            node? (default `False`)
+        :arg send_get_body_as: for GET requests with body this option allows
+            you to specify an alternate way of execution for environments that
+            don't support passing bodies with GET requests. If you set this to
+            'POST' a POST method will be used instead, if to 'source' then the body
+            will be serialized and passed as a query parameter `source`.
+        :arg pool_maxsize: Maximum connection pool size used by pool-manager
+            For custom connection-pooling on current session
+        :arg metrics: metrics is an instance of a subclass of the
+            :class:`~opensearchpy.Metrics` class, used for collecting
+            and reporting metrics related to the client's operations;
+
+        Any extra keyword arguments will be passed to the `connection_class`
+        when creating and instance unless overridden by that connection's
+        options provided as part of the hosts parameter.
+        """
+        self.metrics = metrics
+        if connection_class is None:
+            connection_class = self.DEFAULT_CONNECTION_CLASS
+
+        # serialization config
+        _serializers = DEFAULT_SERIALIZERS.copy()
+        # if a serializer has been specified, use it for deserialization as well
+        _serializers[serializer.mimetype] = serializer
+        # if custom serializers map has been supplied, override the defaults with it
+        if serializers:
+            _serializers.update(serializers)
+        # create a deserializer with our config
+        self.deserializer = Deserializer(_serializers, default_mimetype)
+
+        self.max_retries = max_retries
+        self.pool_maxsize = pool_maxsize
+        self.retry_on_timeout = retry_on_timeout
+        self.retry_on_status = retry_on_status
+        self.send_get_body_as = send_get_body_as
+
+        # data serializer
+        self.serializer = serializer
+
+        # store all strategies...
+        self.connection_pool_class = connection_pool_class
+        self.connection_class = connection_class
+
+        # ...save kwargs to be passed to the connections
+        self.kwargs = kwargs
+        self.hosts = hosts
+
+        # Start with an empty pool specifically for `AsyncTransport`.
+        # It should never be used, will be replaced on first call to
+        # .set_connections()
+        self.connection_pool = EmptyConnectionPool()
+
+        if hosts:
+            # ...and instantiate them
+            self.set_connections(hosts)
+            # retain the original connection instances for sniffing
+            self.seed_connections = list(self.connection_pool.connections[:])
+        else:
+            self.seed_connections = []
+
+        # sniffing data
+        self.sniffer_timeout = sniffer_timeout
+        self.sniff_on_start = sniff_on_start
+        self.sniff_on_connection_fail = sniff_on_connection_fail
+        self.last_sniff = time.time()
+        self.sniff_timeout = sniff_timeout
+
+        # callback to construct host dict from data in /_cluster/nodes
+        self.host_info_callback = host_info_callback
+
+        if sniff_on_start:
+            self.sniff_hosts(True)
+
+    def add_connection(self, host: Any) -> None:
+        """
+        Create a new :class:`~opensearchpy.Connection` instance and add it to the pool.
+
+        :arg host: kwargs that will be used to create the instance
+        """
+        self.hosts.append(host)
+        self.set_connections(self.hosts)
+
+    def set_connections(self, hosts: Any) -> None:
+        """
+        Instantiate all the connections and create new connection pool to hold them.
+        Tries to identify unchanged hosts and re-use existing
+        :class:`~opensearchpy.Connection` instances.
+
+        :arg hosts: same as `__init__`
+        """
+
+        # construct the connections
+        def _create_connection(host: Any) -> Any:
+            # if this is not the initial setup look at the existing connection
+            # options and identify connections that haven't changed and can be
+            # kept around.
+            if hasattr(self, "connection_pool"):
+                for connection, old_host in self.connection_pool.connection_opts:
+                    if old_host == host:
+                        return connection
+
+            # previously unseen params, create new connection
+            kwargs = self.kwargs.copy()
+            kwargs.update(host)
+            if self.pool_maxsize and isinstance(self.pool_maxsize, int):
+                kwargs["pool_maxsize"] = self.pool_maxsize
+            return self.connection_class(metrics=self.metrics, **kwargs)
+
+        connections = list(zip(map(_create_connection, hosts), hosts))
+        if len(connections) == 1:
+            self.connection_pool = DummyConnectionPool(connections)
+        else:
+            # pass the hosts dicts to the connection pool to optionally extract parameters from
+            self.connection_pool = self.connection_pool_class(
+                connections, **self.kwargs
+            )
+
+    def get_connection(self) -> Any:
+        """
+        Retrieve a :class:`~opensearchpy.Connection` instance from the
+        :class:`~opensearchpy.ConnectionPool` instance.
+        """
+        if self.sniffer_timeout:
+            if time.time() >= self.last_sniff + self.sniffer_timeout:
+                self.sniff_hosts()
+        return self.connection_pool.get_connection()
+
+    def _get_sniff_data(self, initial: bool = False) -> Any:
+        """
+        Perform the request to get sniffing information. Returns a list of
+        dictionaries (one per node) containing all the information from the
+        cluster.
+
+        It also sets the last_sniff attribute in case of a successful attempt.
+
+        In rare cases it might be possible to override this method in your
+        custom Transport class to serve data from alternative source like
+        configuration management.
+        """
+        previous_sniff = self.last_sniff
+
+        try:
+            # reset last_sniff timestamp
+            self.last_sniff = time.time()
+            # go through all current connections as well as the
+            # seed_connections for good measure
+            for c in chain(self.connection_pool.connections, self.seed_connections):
+                try:
+                    # use small timeout for the sniffing request, should be a fast api call
+                    _, headers, node_info = c.perform_request(
+                        "GET",
+                        "/_nodes/_all/http",
+                        timeout=self.sniff_timeout if not initial else None,
+                    )
+
+                    # Lowercase all the header names for consistency in accessing them.
+                    headers = {
+                        header.lower(): value for header, value in headers.items()
+                    }
+
+                    node_info = self.deserializer.loads(
+                        node_info, headers.get("content-type")
+                    )
+                    break
+                except (ConnectionError, SerializationError):
+                    pass
+            else:
+                raise TransportError("N/A", "Unable to sniff hosts.")
+        except Exception:
+            # keep the previous value on error
+            self.last_sniff = previous_sniff
+            raise
+
+        return list(node_info["nodes"].values())
+
+    def _get_host_info(self, host_info: Any) -> Any:
+        host = {}
+        address = host_info.get("http", {}).get("publish_address")
+
+        # malformed or no address given
+        if not address or ":" not in address:
+            return None
+
+        if "/" in address:
+            # Support 7.x host/ip:port behavior where http.publish_host has been set.
+            fqdn, ipaddress = address.split("/", 1)
+            host["host"] = fqdn
+            _, host["port"] = ipaddress.rsplit(":", 1)
+            host["port"] = int(host["port"])
+
+        else:
+            host["host"], host["port"] = address.rsplit(":", 1)
+            host["port"] = int(host["port"])
+
+        return self.host_info_callback(host_info, host)
+
+    def sniff_hosts(self, initial: bool = False) -> Any:
+        """
+        Obtain a list of nodes from the cluster and create a new connection
+        pool using the information retrieved.
+
+        To extract the node connection parameters use the ``nodes_to_host_callback``.
+
+        :arg initial: flag indicating if this is during startup
+            (``sniff_on_start``), ignore the ``sniff_timeout`` if ``True``
+        """
+        node_info = self._get_sniff_data(initial)
+
+        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
+
+        # we weren't able to get any nodes or host_info_callback blocked all -
+        # raise error.
+        if not hosts:
+            raise TransportError(
+                "N/A", "Unable to sniff hosts - no viable hosts found."
+            )
+
+        self.set_connections(hosts)
+
+    def mark_dead(self, connection: Connection) -> None:
+        """
+        Mark a connection as dead (failed) in the connection pool. If sniffing
+        on failure is enabled this will initiate the sniffing process.
+
+        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
+        """
+        # mark as dead even when sniffing to avoid hitting this host during the sniff process
+        self.connection_pool.mark_dead(connection)
+        if self.sniff_on_connection_fail:
+            self.sniff_hosts()
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        """
+        Perform the actual request. Retrieve a connection from the connection
+        pool, pass all the information to its perform_request method and
+        return the data.
+
+        If an exception was raised, mark the connection as failed and retry (up
+        to `max_retries` times).
+
+        If the operation was successful and the connection used was previously
+        marked as dead, mark it as live, resetting its failure count.
+
+        :arg method: HTTP method to use
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        method, params, body, ignore, timeout = self._resolve_request_args(
+            method, params, body
+        )
+
+        for attempt in range(self.max_retries + 1):
+            connection = self.get_connection()
+
+            try:
+                status, headers_response, data = connection.perform_request(
+                    method,
+                    url,
+                    params,
+                    body,
+                    headers=headers,
+                    ignore=ignore,
+                    timeout=timeout,
+                )
+
+                # Lowercase all the header names for consistency in accessing them.
+                headers_response = {
+                    header.lower(): value for header, value in headers_response.items()
+                }
+
+            except TransportError as e:
+                if method == "HEAD" and e.status_code == 404:
+                    return False
+
+                retry = False
+                if isinstance(e, ConnectionTimeout):
+                    retry = self.retry_on_timeout
+                elif isinstance(e, ConnectionError):
+                    retry = True
+                elif e.status_code in self.retry_on_status:
+                    retry = True
+
+                if retry:
+                    try:
+                        # only mark as dead if we are retrying
+                        self.mark_dead(connection)
+                    except TransportError:
+                        # If sniffing on failure, it could fail too. Catch the
+                        # exception not to interrupt the retries.
+                        pass
+                    # raise exception on last retry
+                    if attempt == self.max_retries:
+                        raise e
+                else:
+                    raise e
+
+            else:
+                # connection didn't fail, confirm its live status
+                self.connection_pool.mark_live(connection)
+
+                if method == "HEAD":
+                    return 200 <= status < 300
+
+                if data:
+                    data = self.deserializer.loads(
+                        data, headers_response.get("content-type")
+                    )
+                return data
+
+    def close(self) -> Any:
+        """
+        Explicitly closes connections
+        """
+        return self.connection_pool.close()
+
+    def _resolve_request_args(self, method: str, params: Any, body: Any) -> Any:
+        """Resolves parameters for .perform_request()"""
+        if body is not None:
+            body = self.serializer.dumps(body)
+
+            # some clients or environments don't support sending GET with body
+            if method in ("HEAD", "GET") and self.send_get_body_as != "GET":
+                # send it as post instead
+                if self.send_get_body_as == "POST":
+                    method = "POST"
+
+                # or as source parameter
+                elif self.send_get_body_as == "source":
+                    if params is None:
+                        params = {}
+                    params["source"] = body
+                    body = None
+
+        if body is not None:
+            try:
+                body = body.encode("utf-8", "surrogatepass")
+            except (UnicodeDecodeError, AttributeError):
+                # bytes/str - no need to re-encode
+                pass
+
+        ignore = ()
+        timeout = None
+        if params:
+            timeout = params.pop("request_timeout", None)
+            if not timeout:
+                timeout = params.pop("timeout", None)
+            ignore = params.pop("ignore", ())
+            if isinstance(ignore, int):
+                ignore = (ignore,)
+
+        return method, params, body, ignore, timeout
+
+
+__all__ = ["TransportError"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
new file mode 100644
index 000000000..1e65815cf
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
@@ -0,0 +1,54 @@
+Copyright 2017- Paul Ganssle <paul@ganssle.io>
+Copyright 2017- dateutil contributors (see AUTHORS file)
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+The above license applies to all contributions after 2017-12-01, as well as
+all contributions that have been re-licensed (see AUTHORS file for the list of
+contributors who have re-licensed their code).
+--------------------------------------------------------------------------------
+dateutil - Extensions to the standard Python datetime module.
+
+Copyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>
+Copyright (c) 2012-2014 - Tomi Pieviläinen <tomi.pievilainen@iki.fi>
+Copyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>
+Copyright (c) 2015-     - Paul Ganssle <paul@ganssle.io>
+Copyright (c) 2015-     - dateutil contributors (see AUTHORS file)
+
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+    * Redistributions of source code must retain the above copyright notice,
+      this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above copyright notice,
+      this list of conditions and the following disclaimer in the documentation
+      and/or other materials provided with the distribution.
+    * Neither the name of the copyright holder nor the names of its
+      contributors may be used to endorse or promote products derived from
+      this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+The above BSD License Applies to all code, even that also covered by Apache 2.0.
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
new file mode 100644
index 000000000..577f2bf2b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
@@ -0,0 +1,204 @@
+Metadata-Version: 2.1
+Name: python-dateutil
+Version: 2.9.0.post0
+Summary: Extensions to the standard Python datetime module
+Home-page: https://github.com/dateutil/dateutil
+Author: Gustavo Niemeyer
+Author-email: gustavo@niemeyer.net
+Maintainer: Paul Ganssle
+Maintainer-email: dateutil@python.org
+License: Dual License
+Project-URL: Documentation, https://dateutil.readthedocs.io/en/stable/
+Project-URL: Source, https://github.com/dateutil/dateutil
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.3
+Classifier: Programming Language :: Python :: 3.4
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: !=3.0.*,!=3.1.*,!=3.2.*,>=2.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+Requires-Dist: six >=1.5
+
+dateutil - powerful extensions to datetime
+==========================================
+
+|pypi| |support| |licence|
+
+|gitter| |readthedocs|
+
+|travis| |appveyor| |pipelines| |coverage|
+
+.. |pypi| image:: https://img.shields.io/pypi/v/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: pypi version
+
+.. |support| image:: https://img.shields.io/pypi/pyversions/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: supported Python version
+
+.. |travis| image:: https://img.shields.io/travis/dateutil/dateutil/master.svg?style=flat-square&label=Travis%20Build
+    :target: https://travis-ci.org/dateutil/dateutil
+    :alt: travis build status
+
+.. |appveyor| image:: https://img.shields.io/appveyor/ci/dateutil/dateutil/master.svg?style=flat-square&logo=appveyor
+    :target: https://ci.appveyor.com/project/dateutil/dateutil
+    :alt: appveyor build status
+
+.. |pipelines| image:: https://dev.azure.com/pythondateutilazure/dateutil/_apis/build/status/dateutil.dateutil?branchName=master
+    :target: https://dev.azure.com/pythondateutilazure/dateutil/_build/latest?definitionId=1&branchName=master
+    :alt: azure pipelines build status
+
+.. |coverage| image:: https://codecov.io/gh/dateutil/dateutil/branch/master/graphs/badge.svg?branch=master
+    :target: https://codecov.io/gh/dateutil/dateutil?branch=master
+    :alt: Code coverage
+
+.. |gitter| image:: https://badges.gitter.im/dateutil/dateutil.svg
+   :alt: Join the chat at https://gitter.im/dateutil/dateutil
+   :target: https://gitter.im/dateutil/dateutil
+
+.. |licence| image:: https://img.shields.io/pypi/l/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: licence
+
+.. |readthedocs| image:: https://img.shields.io/readthedocs/dateutil/latest.svg?style=flat-square&label=Read%20the%20Docs
+   :alt: Read the documentation at https://dateutil.readthedocs.io/en/latest/
+   :target: https://dateutil.readthedocs.io/en/latest/
+
+The `dateutil` module provides powerful extensions to
+the standard `datetime` module, available in Python.
+
+Installation
+============
+`dateutil` can be installed from PyPI using `pip` (note that the package name is
+different from the importable name)::
+
+    pip install python-dateutil
+
+Download
+========
+dateutil is available on PyPI
+https://pypi.org/project/python-dateutil/
+
+The documentation is hosted at:
+https://dateutil.readthedocs.io/en/stable/
+
+Code
+====
+The code and issue tracker are hosted on GitHub:
+https://github.com/dateutil/dateutil/
+
+Features
+========
+
+* Computing of relative deltas (next month, next year,
+  next Monday, last week of month, etc);
+* Computing of relative deltas between two given
+  date and/or datetime objects;
+* Computing of dates based on very flexible recurrence rules,
+  using a superset of the `iCalendar <https://www.ietf.org/rfc/rfc2445.txt>`_
+  specification. Parsing of RFC strings is supported as well.
+* Generic parsing of dates in almost any string format;
+* Timezone (tzinfo) implementations for tzfile(5) format
+  files (/etc/localtime, /usr/share/zoneinfo, etc), TZ
+  environment string (in all known formats), iCalendar
+  format files, given ranges (with help from relative deltas),
+  local machine timezone, fixed offset timezone, UTC timezone,
+  and Windows registry-based time zones.
+* Internal up-to-date world timezone information based on
+  Olson's database.
+* Computing of Easter Sunday dates for any given year,
+  using Western, Orthodox or Julian algorithms;
+* A comprehensive test suite.
+
+Quick example
+=============
+Here's a snapshot, just to give an idea about the power of the
+package. For more examples, look at the documentation.
+
+Suppose you want to know how much time is left, in
+years/months/days/etc, before the next easter happening on a
+year with a Friday 13th in August, and you want to get today's
+date out of the "date" unix system command. Here is the code:
+
+.. code-block:: python3
+
+    >>> from dateutil.relativedelta import *
+    >>> from dateutil.easter import *
+    >>> from dateutil.rrule import *
+    >>> from dateutil.parser import *
+    >>> from datetime import *
+    >>> now = parse("Sat Oct 11 17:13:46 UTC 2003")
+    >>> today = now.date()
+    >>> year = rrule(YEARLY,dtstart=now,bymonth=8,bymonthday=13,byweekday=FR)[0].year
+    >>> rdelta = relativedelta(easter(year), today)
+    >>> print("Today is: %s" % today)
+    Today is: 2003-10-11
+    >>> print("Year with next Aug 13th on a Friday is: %s" % year)
+    Year with next Aug 13th on a Friday is: 2004
+    >>> print("How far is the Easter of that year: %s" % rdelta)
+    How far is the Easter of that year: relativedelta(months=+6)
+    >>> print("And the Easter of that year is: %s" % (today+rdelta))
+    And the Easter of that year is: 2004-04-11
+
+Being exactly 6 months ahead was **really** a coincidence :)
+
+Contributing
+============
+
+We welcome many types of contributions - bug reports, pull requests (code, infrastructure or documentation fixes). For more information about how to contribute to the project, see the ``CONTRIBUTING.md`` file in the repository.
+
+
+Author
+======
+The dateutil module was written by Gustavo Niemeyer <gustavo@niemeyer.net>
+in 2003.
+
+It is maintained by:
+
+* Gustavo Niemeyer <gustavo@niemeyer.net> 2003-2011
+* Tomi Pieviläinen <tomi.pievilainen@iki.fi> 2012-2014
+* Yaron de Leeuw <me@jarondl.net> 2014-2016
+* Paul Ganssle <paul@ganssle.io> 2015-
+
+Starting with version 2.4.1 and running until 2.8.2, all source and binary
+distributions will be signed by a PGP key that has, at the very least, been
+signed by the key which made the previous release. A table of release signing
+keys can be found below:
+
+===========  ============================
+Releases     Signing key fingerprint
+===========  ============================
+2.4.1-2.8.2  `6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB`_
+===========  ============================
+
+New releases *may* have signed tags, but binary and source distributions
+uploaded to PyPI will no longer have GPG signatures attached.
+
+Contact
+=======
+Our mailing list is available at `dateutil@python.org <https://mail.python.org/mailman/listinfo/dateutil>`_. As it is hosted by the PSF, it is subject to the `PSF code of
+conduct <https://www.python.org/psf/conduct/>`_.
+
+License
+=======
+
+All contributions after December 1, 2017 released under dual license - either `Apache 2.0 License <https://www.apache.org/licenses/LICENSE-2.0>`_ or the `BSD 3-Clause License <https://opensource.org/licenses/BSD-3-Clause>`_. Contributions before December 1, 2017 - except those those explicitly relicensed - are released only under the BSD 3-Clause License.
+
+
+.. _6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB:
+   https://pgp.mit.edu/pks/lookup?op=vindex&search=0xCD54FCE3D964BEFB
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
new file mode 100644
index 000000000..2b874cbef
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
@@ -0,0 +1,44 @@
+dateutil/__init__.py,sha256=Mqam67WO9IkTmUFyI66vS6IoSXTp9G388DadH2LCMLY,620
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+python_dateutil-2.9.0.post0.dist-info/zip-safe,sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs,1
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
new file mode 100644
index 000000000..4724c4573
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.42.0)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
new file mode 100644
index 000000000..66501480b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
@@ -0,0 +1 @@
+dateutil
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
new file mode 100644
index 000000000..8b1378917
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
@@ -0,0 +1 @@
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/LICENSE
new file mode 100644
index 000000000..67db85882
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/LICENSE
@@ -0,0 +1,175 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
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+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
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+      PARTICULAR PURPOSE. You are solely responsible for determining the
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+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
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+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
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+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
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+      of your accepting any such warranty or additional liability.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/METADATA
new file mode 100644
index 000000000..72d9dc531
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/METADATA
@@ -0,0 +1,119 @@
+Metadata-Version: 2.1
+Name: requests
+Version: 2.32.3
+Summary: Python HTTP for Humans.
+Home-page: https://requests.readthedocs.io
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.org
+License: Apache-2.0
+Project-URL: Documentation, https://requests.readthedocs.io
+Project-URL: Source, https://github.com/psf/requests
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Natural Language :: English
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=3.8
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: charset-normalizer <4,>=2
+Requires-Dist: idna <4,>=2.5
+Requires-Dist: urllib3 <3,>=1.21.1
+Requires-Dist: certifi >=2017.4.17
+Provides-Extra: security
+Provides-Extra: socks
+Requires-Dist: PySocks !=1.5.7,>=1.5.6 ; extra == 'socks'
+Provides-Extra: use_chardet_on_py3
+Requires-Dist: chardet <6,>=3.0.2 ; extra == 'use_chardet_on_py3'
+
+# Requests
+
+**Requests** is a simple, yet elegant, HTTP library.
+
+```python
+>>> import requests
+>>> r = requests.get('https://httpbin.org/basic-auth/user/pass', auth=('user', 'pass'))
+>>> r.status_code
+200
+>>> r.headers['content-type']
+'application/json; charset=utf8'
+>>> r.encoding
+'utf-8'
+>>> r.text
+'{"authenticated": true, ...'
+>>> r.json()
+{'authenticated': True, ...}
+```
+
+Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your `PUT` & `POST` data — but nowadays, just use the `json` method!
+
+Requests is one of the most downloaded Python packages today, pulling in around `30M downloads / week`— according to GitHub, Requests is currently [depended upon](https://github.com/psf/requests/network/dependents?package_id=UGFja2FnZS01NzA4OTExNg%3D%3D) by `1,000,000+` repositories. You may certainly put your trust in this code.
+
+[![Downloads](https://static.pepy.tech/badge/requests/month)](https://pepy.tech/project/requests)
+[![Supported Versions](https://img.shields.io/pypi/pyversions/requests.svg)](https://pypi.org/project/requests)
+[![Contributors](https://img.shields.io/github/contributors/psf/requests.svg)](https://github.com/psf/requests/graphs/contributors)
+
+## Installing Requests and Supported Versions
+
+Requests is available on PyPI:
+
+```console
+$ python -m pip install requests
+```
+
+Requests officially supports Python 3.8+.
+
+## Supported Features & Best–Practices
+
+Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today.
+
+- Keep-Alive & Connection Pooling
+- International Domains and URLs
+- Sessions with Cookie Persistence
+- Browser-style TLS/SSL Verification
+- Basic & Digest Authentication
+- Familiar `dict`–like Cookies
+- Automatic Content Decompression and Decoding
+- Multi-part File Uploads
+- SOCKS Proxy Support
+- Connection Timeouts
+- Streaming Downloads
+- Automatic honoring of `.netrc`
+- Chunked HTTP Requests
+
+## API Reference and User Guide available on [Read the Docs](https://requests.readthedocs.io)
+
+[![Read the Docs](https://raw.githubusercontent.com/psf/requests/main/ext/ss.png)](https://requests.readthedocs.io)
+
+## Cloning the repository
+
+When cloning the Requests repository, you may need to add the `-c
+fetch.fsck.badTimezone=ignore` flag to avoid an error about a bad commit (see
+[this issue](https://github.com/psf/requests/issues/2690) for more background):
+
+```shell
+git clone -c fetch.fsck.badTimezone=ignore https://github.com/psf/requests.git
+```
+
+You can also apply this setting to your global Git config:
+
+```shell
+git config --global fetch.fsck.badTimezone ignore
+```
+
+---
+
+[![Kenneth Reitz](https://raw.githubusercontent.com/psf/requests/main/ext/kr.png)](https://kennethreitz.org) [![Python Software Foundation](https://raw.githubusercontent.com/psf/requests/main/ext/psf.png)](https://www.python.org/psf)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/RECORD
new file mode 100644
index 000000000..aa28849b9
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/RECORD
@@ -0,0 +1,42 @@
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+requests/cookies.py,sha256=bNi-iqEj4NPZ00-ob-rHvzkvObzN3lEpgw3g6paS3Xw,18590
+requests/exceptions.py,sha256=jJPS1UWATs86ShVUaLorTiJb1SaGuoNEWgICJep-VkY,4260
+requests/help.py,sha256=gPX5d_H7Xd88aDABejhqGgl9B1VFRTt5BmiYvL3PzIQ,3875
+requests/hooks.py,sha256=CiuysiHA39V5UfcCBXFIx83IrDpuwfN9RcTUgv28ftQ,733
+requests/models.py,sha256=k42roXzC8u_OagAPQi9U4MkfO7i4r2FdaqvMqstPehc,35418
+requests/packages.py,sha256=_g0gZ681UyAlKHRjH6kanbaoxx2eAb6qzcXiODyTIoc,904
+requests/sessions.py,sha256=ykTI8UWGSltOfH07HKollH7kTBGw4WhiBVaQGmckTw4,30495
+requests/status_codes.py,sha256=iJUAeA25baTdw-6PfD0eF4qhpINDJRJI-yaMqxs4LEI,4322
+requests/structures.py,sha256=-IbmhVz06S-5aPSZuUthZ6-6D9XOjRuTXHOabY041XM,2912
+requests/utils.py,sha256=HiQC6Nq_Da3ktaMiFzQkh-dCk3iQHHKEsYS5kDc-8Cw,33619
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/WHEEL
new file mode 100644
index 000000000..bab98d675
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.43.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
new file mode 100644
index 000000000..f2293605c
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
@@ -0,0 +1 @@
+requests
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/__init__.py
new file mode 100644
index 000000000..051cda134
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/__init__.py
@@ -0,0 +1,184 @@
+#   __
+#  /__)  _  _     _   _ _/   _
+# / (   (- (/ (/ (- _)  /  _)
+#          /
+
+"""
+Requests HTTP Library
+~~~~~~~~~~~~~~~~~~~~~
+
+Requests is an HTTP library, written in Python, for human beings.
+Basic GET usage:
+
+   >>> import requests
+   >>> r = requests.get('https://www.python.org')
+   >>> r.status_code
+   200
+   >>> b'Python is a programming language' in r.content
+   True
+
+... or POST:
+
+   >>> payload = dict(key1='value1', key2='value2')
+   >>> r = requests.post('https://httpbin.org/post', data=payload)
+   >>> print(r.text)
+   {
+     ...
+     "form": {
+       "key1": "value1",
+       "key2": "value2"
+     },
+     ...
+   }
+
+The other HTTP methods are supported - see `requests.api`. Full documentation
+is at <https://requests.readthedocs.io>.
+
+:copyright: (c) 2017 by Kenneth Reitz.
+:license: Apache 2.0, see LICENSE for more details.
+"""
+
+import warnings
+
+import urllib3
+
+from .exceptions import RequestsDependencyWarning
+
+try:
+    from charset_normalizer import __version__ as charset_normalizer_version
+except ImportError:
+    charset_normalizer_version = None
+
+try:
+    from chardet import __version__ as chardet_version
+except ImportError:
+    chardet_version = None
+
+
+def check_compatibility(urllib3_version, chardet_version, charset_normalizer_version):
+    urllib3_version = urllib3_version.split(".")
+    assert urllib3_version != ["dev"]  # Verify urllib3 isn't installed from git.
+
+    # Sometimes, urllib3 only reports its version as 16.1.
+    if len(urllib3_version) == 2:
+        urllib3_version.append("0")
+
+    # Check urllib3 for compatibility.
+    major, minor, patch = urllib3_version  # noqa: F811
+    major, minor, patch = int(major), int(minor), int(patch)
+    # urllib3 >= 1.21.1
+    assert major >= 1
+    if major == 1:
+        assert minor >= 21
+
+    # Check charset_normalizer for compatibility.
+    if chardet_version:
+        major, minor, patch = chardet_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # chardet_version >= 3.0.2, < 6.0.0
+        assert (3, 0, 2) <= (major, minor, patch) < (6, 0, 0)
+    elif charset_normalizer_version:
+        major, minor, patch = charset_normalizer_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # charset_normalizer >= 2.0.0 < 4.0.0
+        assert (2, 0, 0) <= (major, minor, patch) < (4, 0, 0)
+    else:
+        warnings.warn(
+            "Unable to find acceptable character detection dependency "
+            "(chardet or charset_normalizer).",
+            RequestsDependencyWarning,
+        )
+
+
+def _check_cryptography(cryptography_version):
+    # cryptography < 1.3.4
+    try:
+        cryptography_version = list(map(int, cryptography_version.split(".")))
+    except ValueError:
+        return
+
+    if cryptography_version < [1, 3, 4]:
+        warning = "Old version of cryptography ({}) may cause slowdown.".format(
+            cryptography_version
+        )
+        warnings.warn(warning, RequestsDependencyWarning)
+
+
+# Check imported dependencies for compatibility.
+try:
+    check_compatibility(
+        urllib3.__version__, chardet_version, charset_normalizer_version
+    )
+except (AssertionError, ValueError):
+    warnings.warn(
+        "urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported "
+        "version!".format(
+            urllib3.__version__, chardet_version, charset_normalizer_version
+        ),
+        RequestsDependencyWarning,
+    )
+
+# Attempt to enable urllib3's fallback for SNI support
+# if the standard library doesn't support SNI or the
+# 'ssl' library isn't available.
+try:
+    try:
+        import ssl
+    except ImportError:
+        ssl = None
+
+    if not getattr(ssl, "HAS_SNI", False):
+        from urllib3.contrib import pyopenssl
+
+        pyopenssl.inject_into_urllib3()
+
+        # Check cryptography version
+        from cryptography import __version__ as cryptography_version
+
+        _check_cryptography(cryptography_version)
+except ImportError:
+    pass
+
+# urllib3's DependencyWarnings should be silenced.
+from urllib3.exceptions import DependencyWarning
+
+warnings.simplefilter("ignore", DependencyWarning)
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+from logging import NullHandler
+
+from . import packages, utils
+from .__version__ import (
+    __author__,
+    __author_email__,
+    __build__,
+    __cake__,
+    __copyright__,
+    __description__,
+    __license__,
+    __title__,
+    __url__,
+    __version__,
+)
+from .api import delete, get, head, options, patch, post, put, request
+from .exceptions import (
+    ConnectionError,
+    ConnectTimeout,
+    FileModeWarning,
+    HTTPError,
+    JSONDecodeError,
+    ReadTimeout,
+    RequestException,
+    Timeout,
+    TooManyRedirects,
+    URLRequired,
+)
+from .models import PreparedRequest, Request, Response
+from .sessions import Session, session
+from .status_codes import codes
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+# FileModeWarnings go off per the default.
+warnings.simplefilter("default", FileModeWarning, append=True)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/__version__.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/__version__.py
new file mode 100644
index 000000000..2c105aca7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/__version__.py
@@ -0,0 +1,14 @@
+# .-. .-. .-. . . .-. .-. .-. .-.
+# |(  |-  |.| | | |-  `-.  |  `-.
+# ' ' `-' `-`.`-' `-' `-'  '  `-'
+
+__title__ = "requests"
+__description__ = "Python HTTP for Humans."
+__url__ = "https://requests.readthedocs.io"
+__version__ = "2.32.3"
+__build__ = 0x023203
+__author__ = "Kenneth Reitz"
+__author_email__ = "me@kennethreitz.org"
+__license__ = "Apache-2.0"
+__copyright__ = "Copyright Kenneth Reitz"
+__cake__ = "\u2728 \U0001f370 \u2728"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/_internal_utils.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/_internal_utils.py
new file mode 100644
index 000000000..f2cf635e2
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/_internal_utils.py
@@ -0,0 +1,50 @@
+"""
+requests._internal_utils
+~~~~~~~~~~~~~~
+
+Provides utility functions that are consumed internally by Requests
+which depend on extremely few external helpers (such as compat)
+"""
+import re
+
+from .compat import builtin_str
+
+_VALID_HEADER_NAME_RE_BYTE = re.compile(rb"^[^:\s][^:\r\n]*$")
+_VALID_HEADER_NAME_RE_STR = re.compile(r"^[^:\s][^:\r\n]*$")
+_VALID_HEADER_VALUE_RE_BYTE = re.compile(rb"^\S[^\r\n]*$|^$")
+_VALID_HEADER_VALUE_RE_STR = re.compile(r"^\S[^\r\n]*$|^$")
+
+_HEADER_VALIDATORS_STR = (_VALID_HEADER_NAME_RE_STR, _VALID_HEADER_VALUE_RE_STR)
+_HEADER_VALIDATORS_BYTE = (_VALID_HEADER_NAME_RE_BYTE, _VALID_HEADER_VALUE_RE_BYTE)
+HEADER_VALIDATORS = {
+    bytes: _HEADER_VALIDATORS_BYTE,
+    str: _HEADER_VALIDATORS_STR,
+}
+
+
+def to_native_string(string, encoding="ascii"):
+    """Given a string object, regardless of type, returns a representation of
+    that string in the native string type, encoding and decoding where
+    necessary. This assumes ASCII unless told otherwise.
+    """
+    if isinstance(string, builtin_str):
+        out = string
+    else:
+        out = string.decode(encoding)
+
+    return out
+
+
+def unicode_is_ascii(u_string):
+    """Determine if unicode string only contains ASCII characters.
+
+    :param str u_string: unicode string to check. Must be unicode
+        and not Python 2 `str`.
+    :rtype: bool
+    """
+    assert isinstance(u_string, str)
+    try:
+        u_string.encode("ascii")
+        return True
+    except UnicodeEncodeError:
+        return False
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/adapters.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/adapters.py
new file mode 100644
index 000000000..9a58b1602
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/adapters.py
@@ -0,0 +1,719 @@
+"""
+requests.adapters
+~~~~~~~~~~~~~~~~~
+
+This module contains the transport adapters that Requests uses to define
+and maintain connections.
+"""
+
+import os.path
+import socket  # noqa: F401
+import typing
+import warnings
+
+from urllib3.exceptions import ClosedPoolError, ConnectTimeoutError
+from urllib3.exceptions import HTTPError as _HTTPError
+from urllib3.exceptions import InvalidHeader as _InvalidHeader
+from urllib3.exceptions import (
+    LocationValueError,
+    MaxRetryError,
+    NewConnectionError,
+    ProtocolError,
+)
+from urllib3.exceptions import ProxyError as _ProxyError
+from urllib3.exceptions import ReadTimeoutError, ResponseError
+from urllib3.exceptions import SSLError as _SSLError
+from urllib3.poolmanager import PoolManager, proxy_from_url
+from urllib3.util import Timeout as TimeoutSauce
+from urllib3.util import parse_url
+from urllib3.util.retry import Retry
+from urllib3.util.ssl_ import create_urllib3_context
+
+from .auth import _basic_auth_str
+from .compat import basestring, urlparse
+from .cookies import extract_cookies_to_jar
+from .exceptions import (
+    ConnectionError,
+    ConnectTimeout,
+    InvalidHeader,
+    InvalidProxyURL,
+    InvalidSchema,
+    InvalidURL,
+    ProxyError,
+    ReadTimeout,
+    RetryError,
+    SSLError,
+)
+from .models import Response
+from .structures import CaseInsensitiveDict
+from .utils import (
+    DEFAULT_CA_BUNDLE_PATH,
+    extract_zipped_paths,
+    get_auth_from_url,
+    get_encoding_from_headers,
+    prepend_scheme_if_needed,
+    select_proxy,
+    urldefragauth,
+)
+
+try:
+    from urllib3.contrib.socks import SOCKSProxyManager
+except ImportError:
+
+    def SOCKSProxyManager(*args, **kwargs):
+        raise InvalidSchema("Missing dependencies for SOCKS support.")
+
+
+if typing.TYPE_CHECKING:
+    from .models import PreparedRequest
+
+
+DEFAULT_POOLBLOCK = False
+DEFAULT_POOLSIZE = 10
+DEFAULT_RETRIES = 0
+DEFAULT_POOL_TIMEOUT = None
+
+
+try:
+    import ssl  # noqa: F401
+
+    _preloaded_ssl_context = create_urllib3_context()
+    _preloaded_ssl_context.load_verify_locations(
+        extract_zipped_paths(DEFAULT_CA_BUNDLE_PATH)
+    )
+except ImportError:
+    # Bypass default SSLContext creation when Python
+    # interpreter isn't built with the ssl module.
+    _preloaded_ssl_context = None
+
+
+def _urllib3_request_context(
+    request: "PreparedRequest",
+    verify: "bool | str | None",
+    client_cert: "typing.Tuple[str, str] | str | None",
+    poolmanager: "PoolManager",
+) -> "(typing.Dict[str, typing.Any], typing.Dict[str, typing.Any])":
+    host_params = {}
+    pool_kwargs = {}
+    parsed_request_url = urlparse(request.url)
+    scheme = parsed_request_url.scheme.lower()
+    port = parsed_request_url.port
+
+    # Determine if we have and should use our default SSLContext
+    # to optimize performance on standard requests.
+    poolmanager_kwargs = getattr(poolmanager, "connection_pool_kw", {})
+    has_poolmanager_ssl_context = poolmanager_kwargs.get("ssl_context")
+    should_use_default_ssl_context = (
+        _preloaded_ssl_context is not None and not has_poolmanager_ssl_context
+    )
+
+    cert_reqs = "CERT_REQUIRED"
+    if verify is False:
+        cert_reqs = "CERT_NONE"
+    elif verify is True and should_use_default_ssl_context:
+        pool_kwargs["ssl_context"] = _preloaded_ssl_context
+    elif isinstance(verify, str):
+        if not os.path.isdir(verify):
+            pool_kwargs["ca_certs"] = verify
+        else:
+            pool_kwargs["ca_cert_dir"] = verify
+    pool_kwargs["cert_reqs"] = cert_reqs
+    if client_cert is not None:
+        if isinstance(client_cert, tuple) and len(client_cert) == 2:
+            pool_kwargs["cert_file"] = client_cert[0]
+            pool_kwargs["key_file"] = client_cert[1]
+        else:
+            # According to our docs, we allow users to specify just the client
+            # cert path
+            pool_kwargs["cert_file"] = client_cert
+    host_params = {
+        "scheme": scheme,
+        "host": parsed_request_url.hostname,
+        "port": port,
+    }
+    return host_params, pool_kwargs
+
+
+class BaseAdapter:
+    """The Base Transport Adapter"""
+
+    def __init__(self):
+        super().__init__()
+
+    def send(
+        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
+    ):
+        """Sends PreparedRequest object. Returns Response object.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param stream: (optional) Whether to stream the request content.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple
+        :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use
+        :param cert: (optional) Any user-provided SSL certificate to be trusted.
+        :param proxies: (optional) The proxies dictionary to apply to the request.
+        """
+        raise NotImplementedError
+
+    def close(self):
+        """Cleans up adapter specific items."""
+        raise NotImplementedError
+
+
+class HTTPAdapter(BaseAdapter):
+    """The built-in HTTP Adapter for urllib3.
+
+    Provides a general-case interface for Requests sessions to contact HTTP and
+    HTTPS urls by implementing the Transport Adapter interface. This class will
+    usually be created by the :class:`Session <Session>` class under the
+    covers.
+
+    :param pool_connections: The number of urllib3 connection pools to cache.
+    :param pool_maxsize: The maximum number of connections to save in the pool.
+    :param max_retries: The maximum number of retries each connection
+        should attempt. Note, this applies only to failed DNS lookups, socket
+        connections and connection timeouts, never to requests where data has
+        made it to the server. By default, Requests does not retry failed
+        connections. If you need granular control over the conditions under
+        which we retry a request, import urllib3's ``Retry`` class and pass
+        that instead.
+    :param pool_block: Whether the connection pool should block for connections.
+
+    Usage::
+
+      >>> import requests
+      >>> s = requests.Session()
+      >>> a = requests.adapters.HTTPAdapter(max_retries=3)
+      >>> s.mount('http://', a)
+    """
+
+    __attrs__ = [
+        "max_retries",
+        "config",
+        "_pool_connections",
+        "_pool_maxsize",
+        "_pool_block",
+    ]
+
+    def __init__(
+        self,
+        pool_connections=DEFAULT_POOLSIZE,
+        pool_maxsize=DEFAULT_POOLSIZE,
+        max_retries=DEFAULT_RETRIES,
+        pool_block=DEFAULT_POOLBLOCK,
+    ):
+        if max_retries == DEFAULT_RETRIES:
+            self.max_retries = Retry(0, read=False)
+        else:
+            self.max_retries = Retry.from_int(max_retries)
+        self.config = {}
+        self.proxy_manager = {}
+
+        super().__init__()
+
+        self._pool_connections = pool_connections
+        self._pool_maxsize = pool_maxsize
+        self._pool_block = pool_block
+
+        self.init_poolmanager(pool_connections, pool_maxsize, block=pool_block)
+
+    def __getstate__(self):
+        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
+
+    def __setstate__(self, state):
+        # Can't handle by adding 'proxy_manager' to self.__attrs__ because
+        # self.poolmanager uses a lambda function, which isn't pickleable.
+        self.proxy_manager = {}
+        self.config = {}
+
+        for attr, value in state.items():
+            setattr(self, attr, value)
+
+        self.init_poolmanager(
+            self._pool_connections, self._pool_maxsize, block=self._pool_block
+        )
+
+    def init_poolmanager(
+        self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool_kwargs
+    ):
+        """Initializes a urllib3 PoolManager.
+
+        This method should not be called from user code, and is only
+        exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param connections: The number of urllib3 connection pools to cache.
+        :param maxsize: The maximum number of connections to save in the pool.
+        :param block: Block when no free connections are available.
+        :param pool_kwargs: Extra keyword arguments used to initialize the Pool Manager.
+        """
+        # save these values for pickling
+        self._pool_connections = connections
+        self._pool_maxsize = maxsize
+        self._pool_block = block
+
+        self.poolmanager = PoolManager(
+            num_pools=connections,
+            maxsize=maxsize,
+            block=block,
+            **pool_kwargs,
+        )
+
+    def proxy_manager_for(self, proxy, **proxy_kwargs):
+        """Return urllib3 ProxyManager for the given proxy.
+
+        This method should not be called from user code, and is only
+        exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param proxy: The proxy to return a urllib3 ProxyManager for.
+        :param proxy_kwargs: Extra keyword arguments used to configure the Proxy Manager.
+        :returns: ProxyManager
+        :rtype: urllib3.ProxyManager
+        """
+        if proxy in self.proxy_manager:
+            manager = self.proxy_manager[proxy]
+        elif proxy.lower().startswith("socks"):
+            username, password = get_auth_from_url(proxy)
+            manager = self.proxy_manager[proxy] = SOCKSProxyManager(
+                proxy,
+                username=username,
+                password=password,
+                num_pools=self._pool_connections,
+                maxsize=self._pool_maxsize,
+                block=self._pool_block,
+                **proxy_kwargs,
+            )
+        else:
+            proxy_headers = self.proxy_headers(proxy)
+            manager = self.proxy_manager[proxy] = proxy_from_url(
+                proxy,
+                proxy_headers=proxy_headers,
+                num_pools=self._pool_connections,
+                maxsize=self._pool_maxsize,
+                block=self._pool_block,
+                **proxy_kwargs,
+            )
+
+        return manager
+
+    def cert_verify(self, conn, url, verify, cert):
+        """Verify a SSL certificate. This method should not be called from user
+        code, and is only exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param conn: The urllib3 connection object associated with the cert.
+        :param url: The requested URL.
+        :param verify: Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use
+        :param cert: The SSL certificate to verify.
+        """
+        if url.lower().startswith("https") and verify:
+            conn.cert_reqs = "CERT_REQUIRED"
+
+            # Only load the CA certificates if 'verify' is a string indicating the CA bundle to use.
+            # Otherwise, if verify is a boolean, we don't load anything since
+            # the connection will be using a context with the default certificates already loaded,
+            # and this avoids a call to the slow load_verify_locations()
+            if verify is not True:
+                # `verify` must be a str with a path then
+                cert_loc = verify
+
+                if not os.path.exists(cert_loc):
+                    raise OSError(
+                        f"Could not find a suitable TLS CA certificate bundle, "
+                        f"invalid path: {cert_loc}"
+                    )
+
+                if not os.path.isdir(cert_loc):
+                    conn.ca_certs = cert_loc
+                else:
+                    conn.ca_cert_dir = cert_loc
+        else:
+            conn.cert_reqs = "CERT_NONE"
+            conn.ca_certs = None
+            conn.ca_cert_dir = None
+
+        if cert:
+            if not isinstance(cert, basestring):
+                conn.cert_file = cert[0]
+                conn.key_file = cert[1]
+            else:
+                conn.cert_file = cert
+                conn.key_file = None
+            if conn.cert_file and not os.path.exists(conn.cert_file):
+                raise OSError(
+                    f"Could not find the TLS certificate file, "
+                    f"invalid path: {conn.cert_file}"
+                )
+            if conn.key_file and not os.path.exists(conn.key_file):
+                raise OSError(
+                    f"Could not find the TLS key file, invalid path: {conn.key_file}"
+                )
+
+    def build_response(self, req, resp):
+        """Builds a :class:`Response <requests.Response>` object from a urllib3
+        response. This should not be called from user code, and is only exposed
+        for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`
+
+        :param req: The :class:`PreparedRequest <PreparedRequest>` used to generate the response.
+        :param resp: The urllib3 response object.
+        :rtype: requests.Response
+        """
+        response = Response()
+
+        # Fallback to None if there's no status_code, for whatever reason.
+        response.status_code = getattr(resp, "status", None)
+
+        # Make headers case-insensitive.
+        response.headers = CaseInsensitiveDict(getattr(resp, "headers", {}))
+
+        # Set encoding.
+        response.encoding = get_encoding_from_headers(response.headers)
+        response.raw = resp
+        response.reason = response.raw.reason
+
+        if isinstance(req.url, bytes):
+            response.url = req.url.decode("utf-8")
+        else:
+            response.url = req.url
+
+        # Add new cookies from the server.
+        extract_cookies_to_jar(response.cookies, req, resp)
+
+        # Give the Response some context.
+        response.request = req
+        response.connection = self
+
+        return response
+
+    def build_connection_pool_key_attributes(self, request, verify, cert=None):
+        """Build the PoolKey attributes used by urllib3 to return a connection.
+
+        This looks at the PreparedRequest, the user-specified verify value,
+        and the value of the cert parameter to determine what PoolKey values
+        to use to select a connection from a given urllib3 Connection Pool.
+
+        The SSL related pool key arguments are not consistently set. As of
+        this writing, use the following to determine what keys may be in that
+        dictionary:
+
+        * If ``verify`` is ``True``, ``"ssl_context"`` will be set and will be the
+          default Requests SSL Context
+        * If ``verify`` is ``False``, ``"ssl_context"`` will not be set but
+          ``"cert_reqs"`` will be set
+        * If ``verify`` is a string, (i.e., it is a user-specified trust bundle)
+          ``"ca_certs"`` will be set if the string is not a directory recognized
+          by :py:func:`os.path.isdir`, otherwise ``"ca_certs_dir"`` will be
+          set.
+        * If ``"cert"`` is specified, ``"cert_file"`` will always be set. If
+          ``"cert"`` is a tuple with a second item, ``"key_file"`` will also
+          be present
+
+        To override these settings, one may subclass this class, call this
+        method and use the above logic to change parameters as desired. For
+        example, if one wishes to use a custom :py:class:`ssl.SSLContext` one
+        must both set ``"ssl_context"`` and based on what else they require,
+        alter the other keys to ensure the desired behaviour.
+
+        :param request:
+            The PreparedReqest being sent over the connection.
+        :type request:
+            :class:`~requests.models.PreparedRequest`
+        :param verify:
+            Either a boolean, in which case it controls whether
+            we verify the server's TLS certificate, or a string, in which case it
+            must be a path to a CA bundle to use.
+        :param cert:
+            (optional) Any user-provided SSL certificate for client
+            authentication (a.k.a., mTLS). This may be a string (i.e., just
+            the path to a file which holds both certificate and key) or a
+            tuple of length 2 with the certificate file path and key file
+            path.
+        :returns:
+            A tuple of two dictionaries. The first is the "host parameters"
+            portion of the Pool Key including scheme, hostname, and port. The
+            second is a dictionary of SSLContext related parameters.
+        """
+        return _urllib3_request_context(request, verify, cert, self.poolmanager)
+
+    def get_connection_with_tls_context(self, request, verify, proxies=None, cert=None):
+        """Returns a urllib3 connection for the given request and TLS settings.
+        This should not be called from user code, and is only exposed for use
+        when subclassing the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request:
+            The :class:`PreparedRequest <PreparedRequest>` object to be sent
+            over the connection.
+        :param verify:
+            Either a boolean, in which case it controls whether we verify the
+            server's TLS certificate, or a string, in which case it must be a
+            path to a CA bundle to use.
+        :param proxies:
+            (optional) The proxies dictionary to apply to the request.
+        :param cert:
+            (optional) Any user-provided SSL certificate to be used for client
+            authentication (a.k.a., mTLS).
+        :rtype:
+            urllib3.ConnectionPool
+        """
+        proxy = select_proxy(request.url, proxies)
+        try:
+            host_params, pool_kwargs = self.build_connection_pool_key_attributes(
+                request,
+                verify,
+                cert,
+            )
+        except ValueError as e:
+            raise InvalidURL(e, request=request)
+        if proxy:
+            proxy = prepend_scheme_if_needed(proxy, "http")
+            proxy_url = parse_url(proxy)
+            if not proxy_url.host:
+                raise InvalidProxyURL(
+                    "Please check proxy URL. It is malformed "
+                    "and could be missing the host."
+                )
+            proxy_manager = self.proxy_manager_for(proxy)
+            conn = proxy_manager.connection_from_host(
+                **host_params, pool_kwargs=pool_kwargs
+            )
+        else:
+            # Only scheme should be lower case
+            conn = self.poolmanager.connection_from_host(
+                **host_params, pool_kwargs=pool_kwargs
+            )
+
+        return conn
+
+    def get_connection(self, url, proxies=None):
+        """DEPRECATED: Users should move to `get_connection_with_tls_context`
+        for all subclasses of HTTPAdapter using Requests>=2.32.2.
+
+        Returns a urllib3 connection for the given URL. This should not be
+        called from user code, and is only exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param url: The URL to connect to.
+        :param proxies: (optional) A Requests-style dictionary of proxies used on this request.
+        :rtype: urllib3.ConnectionPool
+        """
+        warnings.warn(
+            (
+                "`get_connection` has been deprecated in favor of "
+                "`get_connection_with_tls_context`. Custom HTTPAdapter subclasses "
+                "will need to migrate for Requests>=2.32.2. Please see "
+                "https://github.com/psf/requests/pull/6710 for more details."
+            ),
+            DeprecationWarning,
+        )
+        proxy = select_proxy(url, proxies)
+
+        if proxy:
+            proxy = prepend_scheme_if_needed(proxy, "http")
+            proxy_url = parse_url(proxy)
+            if not proxy_url.host:
+                raise InvalidProxyURL(
+                    "Please check proxy URL. It is malformed "
+                    "and could be missing the host."
+                )
+            proxy_manager = self.proxy_manager_for(proxy)
+            conn = proxy_manager.connection_from_url(url)
+        else:
+            # Only scheme should be lower case
+            parsed = urlparse(url)
+            url = parsed.geturl()
+            conn = self.poolmanager.connection_from_url(url)
+
+        return conn
+
+    def close(self):
+        """Disposes of any internal state.
+
+        Currently, this closes the PoolManager and any active ProxyManager,
+        which closes any pooled connections.
+        """
+        self.poolmanager.clear()
+        for proxy in self.proxy_manager.values():
+            proxy.clear()
+
+    def request_url(self, request, proxies):
+        """Obtain the url to use when making the final request.
+
+        If the message is being sent through a HTTP proxy, the full URL has to
+        be used. Otherwise, we should only use the path portion of the URL.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs.
+        :rtype: str
+        """
+        proxy = select_proxy(request.url, proxies)
+        scheme = urlparse(request.url).scheme
+
+        is_proxied_http_request = proxy and scheme != "https"
+        using_socks_proxy = False
+        if proxy:
+            proxy_scheme = urlparse(proxy).scheme.lower()
+            using_socks_proxy = proxy_scheme.startswith("socks")
+
+        url = request.path_url
+        if url.startswith("//"):  # Don't confuse urllib3
+            url = f"/{url.lstrip('/')}"
+
+        if is_proxied_http_request and not using_socks_proxy:
+            url = urldefragauth(request.url)
+
+        return url
+
+    def add_headers(self, request, **kwargs):
+        """Add any headers needed by the connection. As of v2.0 this does
+        nothing by default, but is left for overriding by users that subclass
+        the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` to add headers to.
+        :param kwargs: The keyword arguments from the call to send().
+        """
+        pass
+
+    def proxy_headers(self, proxy):
+        """Returns a dictionary of the headers to add to any request sent
+        through a proxy. This works with urllib3 magic to ensure that they are
+        correctly sent to the proxy, rather than in a tunnelled request if
+        CONNECT is being used.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param proxy: The url of the proxy being used for this request.
+        :rtype: dict
+        """
+        headers = {}
+        username, password = get_auth_from_url(proxy)
+
+        if username:
+            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
+
+        return headers
+
+    def send(
+        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
+    ):
+        """Sends PreparedRequest object. Returns Response object.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param stream: (optional) Whether to stream the request content.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple or urllib3 Timeout object
+        :param verify: (optional) Either a boolean, in which case it controls whether
+            we verify the server's TLS certificate, or a string, in which case it
+            must be a path to a CA bundle to use
+        :param cert: (optional) Any user-provided SSL certificate to be trusted.
+        :param proxies: (optional) The proxies dictionary to apply to the request.
+        :rtype: requests.Response
+        """
+
+        try:
+            conn = self.get_connection_with_tls_context(
+                request, verify, proxies=proxies, cert=cert
+            )
+        except LocationValueError as e:
+            raise InvalidURL(e, request=request)
+
+        self.cert_verify(conn, request.url, verify, cert)
+        url = self.request_url(request, proxies)
+        self.add_headers(
+            request,
+            stream=stream,
+            timeout=timeout,
+            verify=verify,
+            cert=cert,
+            proxies=proxies,
+        )
+
+        chunked = not (request.body is None or "Content-Length" in request.headers)
+
+        if isinstance(timeout, tuple):
+            try:
+                connect, read = timeout
+                timeout = TimeoutSauce(connect=connect, read=read)
+            except ValueError:
+                raise ValueError(
+                    f"Invalid timeout {timeout}. Pass a (connect, read) timeout tuple, "
+                    f"or a single float to set both timeouts to the same value."
+                )
+        elif isinstance(timeout, TimeoutSauce):
+            pass
+        else:
+            timeout = TimeoutSauce(connect=timeout, read=timeout)
+
+        try:
+            resp = conn.urlopen(
+                method=request.method,
+                url=url,
+                body=request.body,
+                headers=request.headers,
+                redirect=False,
+                assert_same_host=False,
+                preload_content=False,
+                decode_content=False,
+                retries=self.max_retries,
+                timeout=timeout,
+                chunked=chunked,
+            )
+
+        except (ProtocolError, OSError) as err:
+            raise ConnectionError(err, request=request)
+
+        except MaxRetryError as e:
+            if isinstance(e.reason, ConnectTimeoutError):
+                # TODO: Remove this in 3.0.0: see #2811
+                if not isinstance(e.reason, NewConnectionError):
+                    raise ConnectTimeout(e, request=request)
+
+            if isinstance(e.reason, ResponseError):
+                raise RetryError(e, request=request)
+
+            if isinstance(e.reason, _ProxyError):
+                raise ProxyError(e, request=request)
+
+            if isinstance(e.reason, _SSLError):
+                # This branch is for urllib3 v1.22 and later.
+                raise SSLError(e, request=request)
+
+            raise ConnectionError(e, request=request)
+
+        except ClosedPoolError as e:
+            raise ConnectionError(e, request=request)
+
+        except _ProxyError as e:
+            raise ProxyError(e)
+
+        except (_SSLError, _HTTPError) as e:
+            if isinstance(e, _SSLError):
+                # This branch is for urllib3 versions earlier than v1.22
+                raise SSLError(e, request=request)
+            elif isinstance(e, ReadTimeoutError):
+                raise ReadTimeout(e, request=request)
+            elif isinstance(e, _InvalidHeader):
+                raise InvalidHeader(e, request=request)
+            else:
+                raise
+
+        return self.build_response(request, resp)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/api.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/api.py
new file mode 100644
index 000000000..596074455
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/api.py
@@ -0,0 +1,157 @@
+"""
+requests.api
+~~~~~~~~~~~~
+
+This module implements the Requests API.
+
+:copyright: (c) 2012 by Kenneth Reitz.
+:license: Apache2, see LICENSE for more details.
+"""
+
+from . import sessions
+
+
+def request(method, url, **kwargs):
+    """Constructs and sends a :class:`Request <Request>`.
+
+    :param method: method for the new :class:`Request` object: ``GET``, ``OPTIONS``, ``HEAD``, ``POST``, ``PUT``, ``PATCH``, or ``DELETE``.
+    :param url: URL for the new :class:`Request` object.
+    :param params: (optional) Dictionary, list of tuples or bytes to send
+        in the query string for the :class:`Request`.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`.
+    :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`.
+    :param files: (optional) Dictionary of ``'name': file-like-objects`` (or ``{'name': file-tuple}``) for multipart encoding upload.
+        ``file-tuple`` can be a 2-tuple ``('filename', fileobj)``, 3-tuple ``('filename', fileobj, 'content_type')``
+        or a 4-tuple ``('filename', fileobj, 'content_type', custom_headers)``, where ``'content_type'`` is a string
+        defining the content type of the given file and ``custom_headers`` a dict-like object containing additional headers
+        to add for the file.
+    :param auth: (optional) Auth tuple to enable Basic/Digest/Custom HTTP Auth.
+    :param timeout: (optional) How many seconds to wait for the server to send data
+        before giving up, as a float, or a :ref:`(connect timeout, read
+        timeout) <timeouts>` tuple.
+    :type timeout: float or tuple
+    :param allow_redirects: (optional) Boolean. Enable/disable GET/OPTIONS/POST/PUT/PATCH/DELETE/HEAD redirection. Defaults to ``True``.
+    :type allow_redirects: bool
+    :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy.
+    :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use. Defaults to ``True``.
+    :param stream: (optional) if ``False``, the response content will be immediately downloaded.
+    :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.request('GET', 'https://httpbin.org/get')
+      >>> req
+      <Response [200]>
+    """
+
+    # By using the 'with' statement we are sure the session is closed, thus we
+    # avoid leaving sockets open which can trigger a ResourceWarning in some
+    # cases, and look like a memory leak in others.
+    with sessions.Session() as session:
+        return session.request(method=method, url=url, **kwargs)
+
+
+def get(url, params=None, **kwargs):
+    r"""Sends a GET request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param params: (optional) Dictionary, list of tuples or bytes to send
+        in the query string for the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("get", url, params=params, **kwargs)
+
+
+def options(url, **kwargs):
+    r"""Sends an OPTIONS request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("options", url, **kwargs)
+
+
+def head(url, **kwargs):
+    r"""Sends a HEAD request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes. If
+        `allow_redirects` is not provided, it will be set to `False` (as
+        opposed to the default :meth:`request` behavior).
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    kwargs.setdefault("allow_redirects", False)
+    return request("head", url, **kwargs)
+
+
+def post(url, data=None, json=None, **kwargs):
+    r"""Sends a POST request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("post", url, data=data, json=json, **kwargs)
+
+
+def put(url, data=None, **kwargs):
+    r"""Sends a PUT request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("put", url, data=data, **kwargs)
+
+
+def patch(url, data=None, **kwargs):
+    r"""Sends a PATCH request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("patch", url, data=data, **kwargs)
+
+
+def delete(url, **kwargs):
+    r"""Sends a DELETE request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("delete", url, **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/auth.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/auth.py
new file mode 100644
index 000000000..4a7ce6dc1
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/auth.py
@@ -0,0 +1,314 @@
+"""
+requests.auth
+~~~~~~~~~~~~~
+
+This module contains the authentication handlers for Requests.
+"""
+
+import hashlib
+import os
+import re
+import threading
+import time
+import warnings
+from base64 import b64encode
+
+from ._internal_utils import to_native_string
+from .compat import basestring, str, urlparse
+from .cookies import extract_cookies_to_jar
+from .utils import parse_dict_header
+
+CONTENT_TYPE_FORM_URLENCODED = "application/x-www-form-urlencoded"
+CONTENT_TYPE_MULTI_PART = "multipart/form-data"
+
+
+def _basic_auth_str(username, password):
+    """Returns a Basic Auth string."""
+
+    # "I want us to put a big-ol' comment on top of it that
+    # says that this behaviour is dumb but we need to preserve
+    # it because people are relying on it."
+    #    - Lukasa
+    #
+    # These are here solely to maintain backwards compatibility
+    # for things like ints. This will be removed in 3.0.0.
+    if not isinstance(username, basestring):
+        warnings.warn(
+            "Non-string usernames will no longer be supported in Requests "
+            "3.0.0. Please convert the object you've passed in ({!r}) to "
+            "a string or bytes object in the near future to avoid "
+            "problems.".format(username),
+            category=DeprecationWarning,
+        )
+        username = str(username)
+
+    if not isinstance(password, basestring):
+        warnings.warn(
+            "Non-string passwords will no longer be supported in Requests "
+            "3.0.0. Please convert the object you've passed in ({!r}) to "
+            "a string or bytes object in the near future to avoid "
+            "problems.".format(type(password)),
+            category=DeprecationWarning,
+        )
+        password = str(password)
+    # -- End Removal --
+
+    if isinstance(username, str):
+        username = username.encode("latin1")
+
+    if isinstance(password, str):
+        password = password.encode("latin1")
+
+    authstr = "Basic " + to_native_string(
+        b64encode(b":".join((username, password))).strip()
+    )
+
+    return authstr
+
+
+class AuthBase:
+    """Base class that all auth implementations derive from"""
+
+    def __call__(self, r):
+        raise NotImplementedError("Auth hooks must be callable.")
+
+
+class HTTPBasicAuth(AuthBase):
+    """Attaches HTTP Basic Authentication to the given Request object."""
+
+    def __init__(self, username, password):
+        self.username = username
+        self.password = password
+
+    def __eq__(self, other):
+        return all(
+            [
+                self.username == getattr(other, "username", None),
+                self.password == getattr(other, "password", None),
+            ]
+        )
+
+    def __ne__(self, other):
+        return not self == other
+
+    def __call__(self, r):
+        r.headers["Authorization"] = _basic_auth_str(self.username, self.password)
+        return r
+
+
+class HTTPProxyAuth(HTTPBasicAuth):
+    """Attaches HTTP Proxy Authentication to a given Request object."""
+
+    def __call__(self, r):
+        r.headers["Proxy-Authorization"] = _basic_auth_str(self.username, self.password)
+        return r
+
+
+class HTTPDigestAuth(AuthBase):
+    """Attaches HTTP Digest Authentication to the given Request object."""
+
+    def __init__(self, username, password):
+        self.username = username
+        self.password = password
+        # Keep state in per-thread local storage
+        self._thread_local = threading.local()
+
+    def init_per_thread_state(self):
+        # Ensure state is initialized just once per-thread
+        if not hasattr(self._thread_local, "init"):
+            self._thread_local.init = True
+            self._thread_local.last_nonce = ""
+            self._thread_local.nonce_count = 0
+            self._thread_local.chal = {}
+            self._thread_local.pos = None
+            self._thread_local.num_401_calls = None
+
+    def build_digest_header(self, method, url):
+        """
+        :rtype: str
+        """
+
+        realm = self._thread_local.chal["realm"]
+        nonce = self._thread_local.chal["nonce"]
+        qop = self._thread_local.chal.get("qop")
+        algorithm = self._thread_local.chal.get("algorithm")
+        opaque = self._thread_local.chal.get("opaque")
+        hash_utf8 = None
+
+        if algorithm is None:
+            _algorithm = "MD5"
+        else:
+            _algorithm = algorithm.upper()
+        # lambdas assume digest modules are imported at the top level
+        if _algorithm == "MD5" or _algorithm == "MD5-SESS":
+
+            def md5_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.md5(x).hexdigest()
+
+            hash_utf8 = md5_utf8
+        elif _algorithm == "SHA":
+
+            def sha_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha1(x).hexdigest()
+
+            hash_utf8 = sha_utf8
+        elif _algorithm == "SHA-256":
+
+            def sha256_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha256(x).hexdigest()
+
+            hash_utf8 = sha256_utf8
+        elif _algorithm == "SHA-512":
+
+            def sha512_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha512(x).hexdigest()
+
+            hash_utf8 = sha512_utf8
+
+        KD = lambda s, d: hash_utf8(f"{s}:{d}")  # noqa:E731
+
+        if hash_utf8 is None:
+            return None
+
+        # XXX not implemented yet
+        entdig = None
+        p_parsed = urlparse(url)
+        #: path is request-uri defined in RFC 2616 which should not be empty
+        path = p_parsed.path or "/"
+        if p_parsed.query:
+            path += f"?{p_parsed.query}"
+
+        A1 = f"{self.username}:{realm}:{self.password}"
+        A2 = f"{method}:{path}"
+
+        HA1 = hash_utf8(A1)
+        HA2 = hash_utf8(A2)
+
+        if nonce == self._thread_local.last_nonce:
+            self._thread_local.nonce_count += 1
+        else:
+            self._thread_local.nonce_count = 1
+        ncvalue = f"{self._thread_local.nonce_count:08x}"
+        s = str(self._thread_local.nonce_count).encode("utf-8")
+        s += nonce.encode("utf-8")
+        s += time.ctime().encode("utf-8")
+        s += os.urandom(8)
+
+        cnonce = hashlib.sha1(s).hexdigest()[:16]
+        if _algorithm == "MD5-SESS":
+            HA1 = hash_utf8(f"{HA1}:{nonce}:{cnonce}")
+
+        if not qop:
+            respdig = KD(HA1, f"{nonce}:{HA2}")
+        elif qop == "auth" or "auth" in qop.split(","):
+            noncebit = f"{nonce}:{ncvalue}:{cnonce}:auth:{HA2}"
+            respdig = KD(HA1, noncebit)
+        else:
+            # XXX handle auth-int.
+            return None
+
+        self._thread_local.last_nonce = nonce
+
+        # XXX should the partial digests be encoded too?
+        base = (
+            f'username="{self.username}", realm="{realm}", nonce="{nonce}", '
+            f'uri="{path}", response="{respdig}"'
+        )
+        if opaque:
+            base += f', opaque="{opaque}"'
+        if algorithm:
+            base += f', algorithm="{algorithm}"'
+        if entdig:
+            base += f', digest="{entdig}"'
+        if qop:
+            base += f', qop="auth", nc={ncvalue}, cnonce="{cnonce}"'
+
+        return f"Digest {base}"
+
+    def handle_redirect(self, r, **kwargs):
+        """Reset num_401_calls counter on redirects."""
+        if r.is_redirect:
+            self._thread_local.num_401_calls = 1
+
+    def handle_401(self, r, **kwargs):
+        """
+        Takes the given response and tries digest-auth, if needed.
+
+        :rtype: requests.Response
+        """
+
+        # If response is not 4xx, do not auth
+        # See https://github.com/psf/requests/issues/3772
+        if not 400 <= r.status_code < 500:
+            self._thread_local.num_401_calls = 1
+            return r
+
+        if self._thread_local.pos is not None:
+            # Rewind the file position indicator of the body to where
+            # it was to resend the request.
+            r.request.body.seek(self._thread_local.pos)
+        s_auth = r.headers.get("www-authenticate", "")
+
+        if "digest" in s_auth.lower() and self._thread_local.num_401_calls < 2:
+            self._thread_local.num_401_calls += 1
+            pat = re.compile(r"digest ", flags=re.IGNORECASE)
+            self._thread_local.chal = parse_dict_header(pat.sub("", s_auth, count=1))
+
+            # Consume content and release the original connection
+            # to allow our new request to reuse the same one.
+            r.content
+            r.close()
+            prep = r.request.copy()
+            extract_cookies_to_jar(prep._cookies, r.request, r.raw)
+            prep.prepare_cookies(prep._cookies)
+
+            prep.headers["Authorization"] = self.build_digest_header(
+                prep.method, prep.url
+            )
+            _r = r.connection.send(prep, **kwargs)
+            _r.history.append(r)
+            _r.request = prep
+
+            return _r
+
+        self._thread_local.num_401_calls = 1
+        return r
+
+    def __call__(self, r):
+        # Initialize per-thread state, if needed
+        self.init_per_thread_state()
+        # If we have a saved nonce, skip the 401
+        if self._thread_local.last_nonce:
+            r.headers["Authorization"] = self.build_digest_header(r.method, r.url)
+        try:
+            self._thread_local.pos = r.body.tell()
+        except AttributeError:
+            # In the case of HTTPDigestAuth being reused and the body of
+            # the previous request was a file-like object, pos has the
+            # file position of the previous body. Ensure it's set to
+            # None.
+            self._thread_local.pos = None
+        r.register_hook("response", self.handle_401)
+        r.register_hook("response", self.handle_redirect)
+        self._thread_local.num_401_calls = 1
+
+        return r
+
+    def __eq__(self, other):
+        return all(
+            [
+                self.username == getattr(other, "username", None),
+                self.password == getattr(other, "password", None),
+            ]
+        )
+
+    def __ne__(self, other):
+        return not self == other
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/certs.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/certs.py
new file mode 100644
index 000000000..be422c3e9
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/certs.py
@@ -0,0 +1,17 @@
+#!/usr/bin/env python
+
+"""
+requests.certs
+~~~~~~~~~~~~~~
+
+This module returns the preferred default CA certificate bundle. There is
+only one — the one from the certifi package.
+
+If you are packaging Requests, e.g., for a Linux distribution or a managed
+environment, you can change the definition of where() to return a separately
+packaged CA bundle.
+"""
+from certifi import where
+
+if __name__ == "__main__":
+    print(where())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/compat.py
new file mode 100644
index 000000000..095de1b6c
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/compat.py
@@ -0,0 +1,94 @@
+"""
+requests.compat
+~~~~~~~~~~~~~~~
+
+This module previously handled import compatibility issues
+between Python 2 and Python 3. It remains for backwards
+compatibility until the next major version.
+"""
+
+import importlib
+import sys
+
+# -------------------
+# Character Detection
+# -------------------
+
+
+def _resolve_char_detection():
+    """Find supported character detection libraries."""
+    chardet = None
+    for lib in ("chardet", "charset_normalizer"):
+        if chardet is None:
+            try:
+                chardet = importlib.import_module(lib)
+            except ImportError:
+                pass
+    return chardet
+
+
+chardet = _resolve_char_detection()
+
+# -------
+# Pythons
+# -------
+
+# Syntax sugar.
+_ver = sys.version_info
+
+#: Python 2.x?
+is_py2 = _ver[0] == 2
+
+#: Python 3.x?
+is_py3 = _ver[0] == 3
+
+# json/simplejson module import resolution
+has_simplejson = False
+try:
+    import simplejson as json
+
+    has_simplejson = True
+except ImportError:
+    import json
+
+if has_simplejson:
+    from simplejson import JSONDecodeError
+else:
+    from json import JSONDecodeError
+
+# Keep OrderedDict for backwards compatibility.
+from collections import OrderedDict
+from collections.abc import Callable, Mapping, MutableMapping
+from http import cookiejar as cookielib
+from http.cookies import Morsel
+from io import StringIO
+
+# --------------
+# Legacy Imports
+# --------------
+from urllib.parse import (
+    quote,
+    quote_plus,
+    unquote,
+    unquote_plus,
+    urldefrag,
+    urlencode,
+    urljoin,
+    urlparse,
+    urlsplit,
+    urlunparse,
+)
+from urllib.request import (
+    getproxies,
+    getproxies_environment,
+    parse_http_list,
+    proxy_bypass,
+    proxy_bypass_environment,
+)
+
+builtin_str = str
+str = str
+bytes = bytes
+basestring = (str, bytes)
+numeric_types = (int, float)
+integer_types = (int,)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/cookies.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/cookies.py
new file mode 100644
index 000000000..f69d0cda9
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/cookies.py
@@ -0,0 +1,561 @@
+"""
+requests.cookies
+~~~~~~~~~~~~~~~~
+
+Compatibility code to be able to use `http.cookiejar.CookieJar` with requests.
+
+requests.utils imports from here, so be careful with imports.
+"""
+
+import calendar
+import copy
+import time
+
+from ._internal_utils import to_native_string
+from .compat import Morsel, MutableMapping, cookielib, urlparse, urlunparse
+
+try:
+    import threading
+except ImportError:
+    import dummy_threading as threading
+
+
+class MockRequest:
+    """Wraps a `requests.Request` to mimic a `urllib2.Request`.
+
+    The code in `http.cookiejar.CookieJar` expects this interface in order to correctly
+    manage cookie policies, i.e., determine whether a cookie can be set, given the
+    domains of the request and the cookie.
+
+    The original request object is read-only. The client is responsible for collecting
+    the new headers via `get_new_headers()` and interpreting them appropriately. You
+    probably want `get_cookie_header`, defined below.
+    """
+
+    def __init__(self, request):
+        self._r = request
+        self._new_headers = {}
+        self.type = urlparse(self._r.url).scheme
+
+    def get_type(self):
+        return self.type
+
+    def get_host(self):
+        return urlparse(self._r.url).netloc
+
+    def get_origin_req_host(self):
+        return self.get_host()
+
+    def get_full_url(self):
+        # Only return the response's URL if the user hadn't set the Host
+        # header
+        if not self._r.headers.get("Host"):
+            return self._r.url
+        # If they did set it, retrieve it and reconstruct the expected domain
+        host = to_native_string(self._r.headers["Host"], encoding="utf-8")
+        parsed = urlparse(self._r.url)
+        # Reconstruct the URL as we expect it
+        return urlunparse(
+            [
+                parsed.scheme,
+                host,
+                parsed.path,
+                parsed.params,
+                parsed.query,
+                parsed.fragment,
+            ]
+        )
+
+    def is_unverifiable(self):
+        return True
+
+    def has_header(self, name):
+        return name in self._r.headers or name in self._new_headers
+
+    def get_header(self, name, default=None):
+        return self._r.headers.get(name, self._new_headers.get(name, default))
+
+    def add_header(self, key, val):
+        """cookiejar has no legitimate use for this method; add it back if you find one."""
+        raise NotImplementedError(
+            "Cookie headers should be added with add_unredirected_header()"
+        )
+
+    def add_unredirected_header(self, name, value):
+        self._new_headers[name] = value
+
+    def get_new_headers(self):
+        return self._new_headers
+
+    @property
+    def unverifiable(self):
+        return self.is_unverifiable()
+
+    @property
+    def origin_req_host(self):
+        return self.get_origin_req_host()
+
+    @property
+    def host(self):
+        return self.get_host()
+
+
+class MockResponse:
+    """Wraps a `httplib.HTTPMessage` to mimic a `urllib.addinfourl`.
+
+    ...what? Basically, expose the parsed HTTP headers from the server response
+    the way `http.cookiejar` expects to see them.
+    """
+
+    def __init__(self, headers):
+        """Make a MockResponse for `cookiejar` to read.
+
+        :param headers: a httplib.HTTPMessage or analogous carrying the headers
+        """
+        self._headers = headers
+
+    def info(self):
+        return self._headers
+
+    def getheaders(self, name):
+        self._headers.getheaders(name)
+
+
+def extract_cookies_to_jar(jar, request, response):
+    """Extract the cookies from the response into a CookieJar.
+
+    :param jar: http.cookiejar.CookieJar (not necessarily a RequestsCookieJar)
+    :param request: our own requests.Request object
+    :param response: urllib3.HTTPResponse object
+    """
+    if not (hasattr(response, "_original_response") and response._original_response):
+        return
+    # the _original_response field is the wrapped httplib.HTTPResponse object,
+    req = MockRequest(request)
+    # pull out the HTTPMessage with the headers and put it in the mock:
+    res = MockResponse(response._original_response.msg)
+    jar.extract_cookies(res, req)
+
+
+def get_cookie_header(jar, request):
+    """
+    Produce an appropriate Cookie header string to be sent with `request`, or None.
+
+    :rtype: str
+    """
+    r = MockRequest(request)
+    jar.add_cookie_header(r)
+    return r.get_new_headers().get("Cookie")
+
+
+def remove_cookie_by_name(cookiejar, name, domain=None, path=None):
+    """Unsets a cookie by name, by default over all domains and paths.
+
+    Wraps CookieJar.clear(), is O(n).
+    """
+    clearables = []
+    for cookie in cookiejar:
+        if cookie.name != name:
+            continue
+        if domain is not None and domain != cookie.domain:
+            continue
+        if path is not None and path != cookie.path:
+            continue
+        clearables.append((cookie.domain, cookie.path, cookie.name))
+
+    for domain, path, name in clearables:
+        cookiejar.clear(domain, path, name)
+
+
+class CookieConflictError(RuntimeError):
+    """There are two cookies that meet the criteria specified in the cookie jar.
+    Use .get and .set and include domain and path args in order to be more specific.
+    """
+
+
+class RequestsCookieJar(cookielib.CookieJar, MutableMapping):
+    """Compatibility class; is a http.cookiejar.CookieJar, but exposes a dict
+    interface.
+
+    This is the CookieJar we create by default for requests and sessions that
+    don't specify one, since some clients may expect response.cookies and
+    session.cookies to support dict operations.
+
+    Requests does not use the dict interface internally; it's just for
+    compatibility with external client code. All requests code should work
+    out of the box with externally provided instances of ``CookieJar``, e.g.
+    ``LWPCookieJar`` and ``FileCookieJar``.
+
+    Unlike a regular CookieJar, this class is pickleable.
+
+    .. warning:: dictionary operations that are normally O(1) may be O(n).
+    """
+
+    def get(self, name, default=None, domain=None, path=None):
+        """Dict-like get() that also supports optional domain and path args in
+        order to resolve naming collisions from using one cookie jar over
+        multiple domains.
+
+        .. warning:: operation is O(n), not O(1).
+        """
+        try:
+            return self._find_no_duplicates(name, domain, path)
+        except KeyError:
+            return default
+
+    def set(self, name, value, **kwargs):
+        """Dict-like set() that also supports optional domain and path args in
+        order to resolve naming collisions from using one cookie jar over
+        multiple domains.
+        """
+        # support client code that unsets cookies by assignment of a None value:
+        if value is None:
+            remove_cookie_by_name(
+                self, name, domain=kwargs.get("domain"), path=kwargs.get("path")
+            )
+            return
+
+        if isinstance(value, Morsel):
+            c = morsel_to_cookie(value)
+        else:
+            c = create_cookie(name, value, **kwargs)
+        self.set_cookie(c)
+        return c
+
+    def iterkeys(self):
+        """Dict-like iterkeys() that returns an iterator of names of cookies
+        from the jar.
+
+        .. seealso:: itervalues() and iteritems().
+        """
+        for cookie in iter(self):
+            yield cookie.name
+
+    def keys(self):
+        """Dict-like keys() that returns a list of names of cookies from the
+        jar.
+
+        .. seealso:: values() and items().
+        """
+        return list(self.iterkeys())
+
+    def itervalues(self):
+        """Dict-like itervalues() that returns an iterator of values of cookies
+        from the jar.
+
+        .. seealso:: iterkeys() and iteritems().
+        """
+        for cookie in iter(self):
+            yield cookie.value
+
+    def values(self):
+        """Dict-like values() that returns a list of values of cookies from the
+        jar.
+
+        .. seealso:: keys() and items().
+        """
+        return list(self.itervalues())
+
+    def iteritems(self):
+        """Dict-like iteritems() that returns an iterator of name-value tuples
+        from the jar.
+
+        .. seealso:: iterkeys() and itervalues().
+        """
+        for cookie in iter(self):
+            yield cookie.name, cookie.value
+
+    def items(self):
+        """Dict-like items() that returns a list of name-value tuples from the
+        jar. Allows client-code to call ``dict(RequestsCookieJar)`` and get a
+        vanilla python dict of key value pairs.
+
+        .. seealso:: keys() and values().
+        """
+        return list(self.iteritems())
+
+    def list_domains(self):
+        """Utility method to list all the domains in the jar."""
+        domains = []
+        for cookie in iter(self):
+            if cookie.domain not in domains:
+                domains.append(cookie.domain)
+        return domains
+
+    def list_paths(self):
+        """Utility method to list all the paths in the jar."""
+        paths = []
+        for cookie in iter(self):
+            if cookie.path not in paths:
+                paths.append(cookie.path)
+        return paths
+
+    def multiple_domains(self):
+        """Returns True if there are multiple domains in the jar.
+        Returns False otherwise.
+
+        :rtype: bool
+        """
+        domains = []
+        for cookie in iter(self):
+            if cookie.domain is not None and cookie.domain in domains:
+                return True
+            domains.append(cookie.domain)
+        return False  # there is only one domain in jar
+
+    def get_dict(self, domain=None, path=None):
+        """Takes as an argument an optional domain and path and returns a plain
+        old Python dict of name-value pairs of cookies that meet the
+        requirements.
+
+        :rtype: dict
+        """
+        dictionary = {}
+        for cookie in iter(self):
+            if (domain is None or cookie.domain == domain) and (
+                path is None or cookie.path == path
+            ):
+                dictionary[cookie.name] = cookie.value
+        return dictionary
+
+    def __contains__(self, name):
+        try:
+            return super().__contains__(name)
+        except CookieConflictError:
+            return True
+
+    def __getitem__(self, name):
+        """Dict-like __getitem__() for compatibility with client code. Throws
+        exception if there are more than one cookie with name. In that case,
+        use the more explicit get() method instead.
+
+        .. warning:: operation is O(n), not O(1).
+        """
+        return self._find_no_duplicates(name)
+
+    def __setitem__(self, name, value):
+        """Dict-like __setitem__ for compatibility with client code. Throws
+        exception if there is already a cookie of that name in the jar. In that
+        case, use the more explicit set() method instead.
+        """
+        self.set(name, value)
+
+    def __delitem__(self, name):
+        """Deletes a cookie given a name. Wraps ``http.cookiejar.CookieJar``'s
+        ``remove_cookie_by_name()``.
+        """
+        remove_cookie_by_name(self, name)
+
+    def set_cookie(self, cookie, *args, **kwargs):
+        if (
+            hasattr(cookie.value, "startswith")
+            and cookie.value.startswith('"')
+            and cookie.value.endswith('"')
+        ):
+            cookie.value = cookie.value.replace('\\"', "")
+        return super().set_cookie(cookie, *args, **kwargs)
+
+    def update(self, other):
+        """Updates this jar with cookies from another CookieJar or dict-like"""
+        if isinstance(other, cookielib.CookieJar):
+            for cookie in other:
+                self.set_cookie(copy.copy(cookie))
+        else:
+            super().update(other)
+
+    def _find(self, name, domain=None, path=None):
+        """Requests uses this method internally to get cookie values.
+
+        If there are conflicting cookies, _find arbitrarily chooses one.
+        See _find_no_duplicates if you want an exception thrown if there are
+        conflicting cookies.
+
+        :param name: a string containing name of cookie
+        :param domain: (optional) string containing domain of cookie
+        :param path: (optional) string containing path of cookie
+        :return: cookie.value
+        """
+        for cookie in iter(self):
+            if cookie.name == name:
+                if domain is None or cookie.domain == domain:
+                    if path is None or cookie.path == path:
+                        return cookie.value
+
+        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
+
+    def _find_no_duplicates(self, name, domain=None, path=None):
+        """Both ``__get_item__`` and ``get`` call this function: it's never
+        used elsewhere in Requests.
+
+        :param name: a string containing name of cookie
+        :param domain: (optional) string containing domain of cookie
+        :param path: (optional) string containing path of cookie
+        :raises KeyError: if cookie is not found
+        :raises CookieConflictError: if there are multiple cookies
+            that match name and optionally domain and path
+        :return: cookie.value
+        """
+        toReturn = None
+        for cookie in iter(self):
+            if cookie.name == name:
+                if domain is None or cookie.domain == domain:
+                    if path is None or cookie.path == path:
+                        if toReturn is not None:
+                            # if there are multiple cookies that meet passed in criteria
+                            raise CookieConflictError(
+                                f"There are multiple cookies with name, {name!r}"
+                            )
+                        # we will eventually return this as long as no cookie conflict
+                        toReturn = cookie.value
+
+        if toReturn:
+            return toReturn
+        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
+
+    def __getstate__(self):
+        """Unlike a normal CookieJar, this class is pickleable."""
+        state = self.__dict__.copy()
+        # remove the unpickleable RLock object
+        state.pop("_cookies_lock")
+        return state
+
+    def __setstate__(self, state):
+        """Unlike a normal CookieJar, this class is pickleable."""
+        self.__dict__.update(state)
+        if "_cookies_lock" not in self.__dict__:
+            self._cookies_lock = threading.RLock()
+
+    def copy(self):
+        """Return a copy of this RequestsCookieJar."""
+        new_cj = RequestsCookieJar()
+        new_cj.set_policy(self.get_policy())
+        new_cj.update(self)
+        return new_cj
+
+    def get_policy(self):
+        """Return the CookiePolicy instance used."""
+        return self._policy
+
+
+def _copy_cookie_jar(jar):
+    if jar is None:
+        return None
+
+    if hasattr(jar, "copy"):
+        # We're dealing with an instance of RequestsCookieJar
+        return jar.copy()
+    # We're dealing with a generic CookieJar instance
+    new_jar = copy.copy(jar)
+    new_jar.clear()
+    for cookie in jar:
+        new_jar.set_cookie(copy.copy(cookie))
+    return new_jar
+
+
+def create_cookie(name, value, **kwargs):
+    """Make a cookie from underspecified parameters.
+
+    By default, the pair of `name` and `value` will be set for the domain ''
+    and sent on every request (this is sometimes called a "supercookie").
+    """
+    result = {
+        "version": 0,
+        "name": name,
+        "value": value,
+        "port": None,
+        "domain": "",
+        "path": "/",
+        "secure": False,
+        "expires": None,
+        "discard": True,
+        "comment": None,
+        "comment_url": None,
+        "rest": {"HttpOnly": None},
+        "rfc2109": False,
+    }
+
+    badargs = set(kwargs) - set(result)
+    if badargs:
+        raise TypeError(
+            f"create_cookie() got unexpected keyword arguments: {list(badargs)}"
+        )
+
+    result.update(kwargs)
+    result["port_specified"] = bool(result["port"])
+    result["domain_specified"] = bool(result["domain"])
+    result["domain_initial_dot"] = result["domain"].startswith(".")
+    result["path_specified"] = bool(result["path"])
+
+    return cookielib.Cookie(**result)
+
+
+def morsel_to_cookie(morsel):
+    """Convert a Morsel object into a Cookie containing the one k/v pair."""
+
+    expires = None
+    if morsel["max-age"]:
+        try:
+            expires = int(time.time() + int(morsel["max-age"]))
+        except ValueError:
+            raise TypeError(f"max-age: {morsel['max-age']} must be integer")
+    elif morsel["expires"]:
+        time_template = "%a, %d-%b-%Y %H:%M:%S GMT"
+        expires = calendar.timegm(time.strptime(morsel["expires"], time_template))
+    return create_cookie(
+        comment=morsel["comment"],
+        comment_url=bool(morsel["comment"]),
+        discard=False,
+        domain=morsel["domain"],
+        expires=expires,
+        name=morsel.key,
+        path=morsel["path"],
+        port=None,
+        rest={"HttpOnly": morsel["httponly"]},
+        rfc2109=False,
+        secure=bool(morsel["secure"]),
+        value=morsel.value,
+        version=morsel["version"] or 0,
+    )
+
+
+def cookiejar_from_dict(cookie_dict, cookiejar=None, overwrite=True):
+    """Returns a CookieJar from a key/value dictionary.
+
+    :param cookie_dict: Dict of key/values to insert into CookieJar.
+    :param cookiejar: (optional) A cookiejar to add the cookies to.
+    :param overwrite: (optional) If False, will not replace cookies
+        already in the jar with new ones.
+    :rtype: CookieJar
+    """
+    if cookiejar is None:
+        cookiejar = RequestsCookieJar()
+
+    if cookie_dict is not None:
+        names_from_jar = [cookie.name for cookie in cookiejar]
+        for name in cookie_dict:
+            if overwrite or (name not in names_from_jar):
+                cookiejar.set_cookie(create_cookie(name, cookie_dict[name]))
+
+    return cookiejar
+
+
+def merge_cookies(cookiejar, cookies):
+    """Add cookies to cookiejar and returns a merged CookieJar.
+
+    :param cookiejar: CookieJar object to add the cookies to.
+    :param cookies: Dictionary or CookieJar object to be added.
+    :rtype: CookieJar
+    """
+    if not isinstance(cookiejar, cookielib.CookieJar):
+        raise ValueError("You can only merge into CookieJar")
+
+    if isinstance(cookies, dict):
+        cookiejar = cookiejar_from_dict(cookies, cookiejar=cookiejar, overwrite=False)
+    elif isinstance(cookies, cookielib.CookieJar):
+        try:
+            cookiejar.update(cookies)
+        except AttributeError:
+            for cookie_in_jar in cookies:
+                cookiejar.set_cookie(cookie_in_jar)
+
+    return cookiejar
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/exceptions.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/exceptions.py
new file mode 100644
index 000000000..83986b489
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/exceptions.py
@@ -0,0 +1,151 @@
+"""
+requests.exceptions
+~~~~~~~~~~~~~~~~~~~
+
+This module contains the set of Requests' exceptions.
+"""
+from urllib3.exceptions import HTTPError as BaseHTTPError
+
+from .compat import JSONDecodeError as CompatJSONDecodeError
+
+
+class RequestException(IOError):
+    """There was an ambiguous exception that occurred while handling your
+    request.
+    """
+
+    def __init__(self, *args, **kwargs):
+        """Initialize RequestException with `request` and `response` objects."""
+        response = kwargs.pop("response", None)
+        self.response = response
+        self.request = kwargs.pop("request", None)
+        if response is not None and not self.request and hasattr(response, "request"):
+            self.request = self.response.request
+        super().__init__(*args, **kwargs)
+
+
+class InvalidJSONError(RequestException):
+    """A JSON error occurred."""
+
+
+class JSONDecodeError(InvalidJSONError, CompatJSONDecodeError):
+    """Couldn't decode the text into json"""
+
+    def __init__(self, *args, **kwargs):
+        """
+        Construct the JSONDecodeError instance first with all
+        args. Then use it's args to construct the IOError so that
+        the json specific args aren't used as IOError specific args
+        and the error message from JSONDecodeError is preserved.
+        """
+        CompatJSONDecodeError.__init__(self, *args)
+        InvalidJSONError.__init__(self, *self.args, **kwargs)
+
+    def __reduce__(self):
+        """
+        The __reduce__ method called when pickling the object must
+        be the one from the JSONDecodeError (be it json/simplejson)
+        as it expects all the arguments for instantiation, not just
+        one like the IOError, and the MRO would by default call the
+        __reduce__ method from the IOError due to the inheritance order.
+        """
+        return CompatJSONDecodeError.__reduce__(self)
+
+
+class HTTPError(RequestException):
+    """An HTTP error occurred."""
+
+
+class ConnectionError(RequestException):
+    """A Connection error occurred."""
+
+
+class ProxyError(ConnectionError):
+    """A proxy error occurred."""
+
+
+class SSLError(ConnectionError):
+    """An SSL error occurred."""
+
+
+class Timeout(RequestException):
+    """The request timed out.
+
+    Catching this error will catch both
+    :exc:`~requests.exceptions.ConnectTimeout` and
+    :exc:`~requests.exceptions.ReadTimeout` errors.
+    """
+
+
+class ConnectTimeout(ConnectionError, Timeout):
+    """The request timed out while trying to connect to the remote server.
+
+    Requests that produced this error are safe to retry.
+    """
+
+
+class ReadTimeout(Timeout):
+    """The server did not send any data in the allotted amount of time."""
+
+
+class URLRequired(RequestException):
+    """A valid URL is required to make a request."""
+
+
+class TooManyRedirects(RequestException):
+    """Too many redirects."""
+
+
+class MissingSchema(RequestException, ValueError):
+    """The URL scheme (e.g. http or https) is missing."""
+
+
+class InvalidSchema(RequestException, ValueError):
+    """The URL scheme provided is either invalid or unsupported."""
+
+
+class InvalidURL(RequestException, ValueError):
+    """The URL provided was somehow invalid."""
+
+
+class InvalidHeader(RequestException, ValueError):
+    """The header value provided was somehow invalid."""
+
+
+class InvalidProxyURL(InvalidURL):
+    """The proxy URL provided is invalid."""
+
+
+class ChunkedEncodingError(RequestException):
+    """The server declared chunked encoding but sent an invalid chunk."""
+
+
+class ContentDecodingError(RequestException, BaseHTTPError):
+    """Failed to decode response content."""
+
+
+class StreamConsumedError(RequestException, TypeError):
+    """The content for this response was already consumed."""
+
+
+class RetryError(RequestException):
+    """Custom retries logic failed"""
+
+
+class UnrewindableBodyError(RequestException):
+    """Requests encountered an error when trying to rewind a body."""
+
+
+# Warnings
+
+
+class RequestsWarning(Warning):
+    """Base warning for Requests."""
+
+
+class FileModeWarning(RequestsWarning, DeprecationWarning):
+    """A file was opened in text mode, but Requests determined its binary length."""
+
+
+class RequestsDependencyWarning(RequestsWarning):
+    """An imported dependency doesn't match the expected version range."""
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/help.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/help.py
new file mode 100644
index 000000000..8fbcd6560
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/help.py
@@ -0,0 +1,134 @@
+"""Module containing bug report helper(s)."""
+
+import json
+import platform
+import ssl
+import sys
+
+import idna
+import urllib3
+
+from . import __version__ as requests_version
+
+try:
+    import charset_normalizer
+except ImportError:
+    charset_normalizer = None
+
+try:
+    import chardet
+except ImportError:
+    chardet = None
+
+try:
+    from urllib3.contrib import pyopenssl
+except ImportError:
+    pyopenssl = None
+    OpenSSL = None
+    cryptography = None
+else:
+    import cryptography
+    import OpenSSL
+
+
+def _implementation():
+    """Return a dict with the Python implementation and version.
+
+    Provide both the name and the version of the Python implementation
+    currently running. For example, on CPython 3.10.3 it will return
+    {'name': 'CPython', 'version': '3.10.3'}.
+
+    This function works best on CPython and PyPy: in particular, it probably
+    doesn't work for Jython or IronPython. Future investigation should be done
+    to work out the correct shape of the code for those platforms.
+    """
+    implementation = platform.python_implementation()
+
+    if implementation == "CPython":
+        implementation_version = platform.python_version()
+    elif implementation == "PyPy":
+        implementation_version = "{}.{}.{}".format(
+            sys.pypy_version_info.major,
+            sys.pypy_version_info.minor,
+            sys.pypy_version_info.micro,
+        )
+        if sys.pypy_version_info.releaselevel != "final":
+            implementation_version = "".join(
+                [implementation_version, sys.pypy_version_info.releaselevel]
+            )
+    elif implementation == "Jython":
+        implementation_version = platform.python_version()  # Complete Guess
+    elif implementation == "IronPython":
+        implementation_version = platform.python_version()  # Complete Guess
+    else:
+        implementation_version = "Unknown"
+
+    return {"name": implementation, "version": implementation_version}
+
+
+def info():
+    """Generate information for a bug report."""
+    try:
+        platform_info = {
+            "system": platform.system(),
+            "release": platform.release(),
+        }
+    except OSError:
+        platform_info = {
+            "system": "Unknown",
+            "release": "Unknown",
+        }
+
+    implementation_info = _implementation()
+    urllib3_info = {"version": urllib3.__version__}
+    charset_normalizer_info = {"version": None}
+    chardet_info = {"version": None}
+    if charset_normalizer:
+        charset_normalizer_info = {"version": charset_normalizer.__version__}
+    if chardet:
+        chardet_info = {"version": chardet.__version__}
+
+    pyopenssl_info = {
+        "version": None,
+        "openssl_version": "",
+    }
+    if OpenSSL:
+        pyopenssl_info = {
+            "version": OpenSSL.__version__,
+            "openssl_version": f"{OpenSSL.SSL.OPENSSL_VERSION_NUMBER:x}",
+        }
+    cryptography_info = {
+        "version": getattr(cryptography, "__version__", ""),
+    }
+    idna_info = {
+        "version": getattr(idna, "__version__", ""),
+    }
+
+    system_ssl = ssl.OPENSSL_VERSION_NUMBER
+    system_ssl_info = {"version": f"{system_ssl:x}" if system_ssl is not None else ""}
+
+    return {
+        "platform": platform_info,
+        "implementation": implementation_info,
+        "system_ssl": system_ssl_info,
+        "using_pyopenssl": pyopenssl is not None,
+        "using_charset_normalizer": chardet is None,
+        "pyOpenSSL": pyopenssl_info,
+        "urllib3": urllib3_info,
+        "chardet": chardet_info,
+        "charset_normalizer": charset_normalizer_info,
+        "cryptography": cryptography_info,
+        "idna": idna_info,
+        "requests": {
+            "version": requests_version,
+        },
+    }
+
+
+def main():
+    """Pretty-print the bug information as JSON."""
+    print(json.dumps(info(), sort_keys=True, indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/hooks.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/hooks.py
new file mode 100644
index 000000000..d181ba2ec
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/hooks.py
@@ -0,0 +1,33 @@
+"""
+requests.hooks
+~~~~~~~~~~~~~~
+
+This module provides the capabilities for the Requests hooks system.
+
+Available hooks:
+
+``response``:
+    The response generated from a Request.
+"""
+HOOKS = ["response"]
+
+
+def default_hooks():
+    return {event: [] for event in HOOKS}
+
+
+# TODO: response is the only one
+
+
+def dispatch_hook(key, hooks, hook_data, **kwargs):
+    """Dispatches a hook dictionary on a given piece of data."""
+    hooks = hooks or {}
+    hooks = hooks.get(key)
+    if hooks:
+        if hasattr(hooks, "__call__"):
+            hooks = [hooks]
+        for hook in hooks:
+            _hook_data = hook(hook_data, **kwargs)
+            if _hook_data is not None:
+                hook_data = _hook_data
+    return hook_data
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/models.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/models.py
new file mode 100644
index 000000000..8f56ca7d2
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/models.py
@@ -0,0 +1,1037 @@
+"""
+requests.models
+~~~~~~~~~~~~~~~
+
+This module contains the primary objects that power Requests.
+"""
+
+import datetime
+
+# Import encoding now, to avoid implicit import later.
+# Implicit import within threads may cause LookupError when standard library is in a ZIP,
+# such as in Embedded Python. See https://github.com/psf/requests/issues/3578.
+import encodings.idna  # noqa: F401
+from io import UnsupportedOperation
+
+from urllib3.exceptions import (
+    DecodeError,
+    LocationParseError,
+    ProtocolError,
+    ReadTimeoutError,
+    SSLError,
+)
+from urllib3.fields import RequestField
+from urllib3.filepost import encode_multipart_formdata
+from urllib3.util import parse_url
+
+from ._internal_utils import to_native_string, unicode_is_ascii
+from .auth import HTTPBasicAuth
+from .compat import (
+    Callable,
+    JSONDecodeError,
+    Mapping,
+    basestring,
+    builtin_str,
+    chardet,
+    cookielib,
+)
+from .compat import json as complexjson
+from .compat import urlencode, urlsplit, urlunparse
+from .cookies import _copy_cookie_jar, cookiejar_from_dict, get_cookie_header
+from .exceptions import (
+    ChunkedEncodingError,
+    ConnectionError,
+    ContentDecodingError,
+    HTTPError,
+    InvalidJSONError,
+    InvalidURL,
+)
+from .exceptions import JSONDecodeError as RequestsJSONDecodeError
+from .exceptions import MissingSchema
+from .exceptions import SSLError as RequestsSSLError
+from .exceptions import StreamConsumedError
+from .hooks import default_hooks
+from .status_codes import codes
+from .structures import CaseInsensitiveDict
+from .utils import (
+    check_header_validity,
+    get_auth_from_url,
+    guess_filename,
+    guess_json_utf,
+    iter_slices,
+    parse_header_links,
+    requote_uri,
+    stream_decode_response_unicode,
+    super_len,
+    to_key_val_list,
+)
+
+#: The set of HTTP status codes that indicate an automatically
+#: processable redirect.
+REDIRECT_STATI = (
+    codes.moved,  # 301
+    codes.found,  # 302
+    codes.other,  # 303
+    codes.temporary_redirect,  # 307
+    codes.permanent_redirect,  # 308
+)
+
+DEFAULT_REDIRECT_LIMIT = 30
+CONTENT_CHUNK_SIZE = 10 * 1024
+ITER_CHUNK_SIZE = 512
+
+
+class RequestEncodingMixin:
+    @property
+    def path_url(self):
+        """Build the path URL to use."""
+
+        url = []
+
+        p = urlsplit(self.url)
+
+        path = p.path
+        if not path:
+            path = "/"
+
+        url.append(path)
+
+        query = p.query
+        if query:
+            url.append("?")
+            url.append(query)
+
+        return "".join(url)
+
+    @staticmethod
+    def _encode_params(data):
+        """Encode parameters in a piece of data.
+
+        Will successfully encode parameters when passed as a dict or a list of
+        2-tuples. Order is retained if data is a list of 2-tuples but arbitrary
+        if parameters are supplied as a dict.
+        """
+
+        if isinstance(data, (str, bytes)):
+            return data
+        elif hasattr(data, "read"):
+            return data
+        elif hasattr(data, "__iter__"):
+            result = []
+            for k, vs in to_key_val_list(data):
+                if isinstance(vs, basestring) or not hasattr(vs, "__iter__"):
+                    vs = [vs]
+                for v in vs:
+                    if v is not None:
+                        result.append(
+                            (
+                                k.encode("utf-8") if isinstance(k, str) else k,
+                                v.encode("utf-8") if isinstance(v, str) else v,
+                            )
+                        )
+            return urlencode(result, doseq=True)
+        else:
+            return data
+
+    @staticmethod
+    def _encode_files(files, data):
+        """Build the body for a multipart/form-data request.
+
+        Will successfully encode files when passed as a dict or a list of
+        tuples. Order is retained if data is a list of tuples but arbitrary
+        if parameters are supplied as a dict.
+        The tuples may be 2-tuples (filename, fileobj), 3-tuples (filename, fileobj, contentype)
+        or 4-tuples (filename, fileobj, contentype, custom_headers).
+        """
+        if not files:
+            raise ValueError("Files must be provided.")
+        elif isinstance(data, basestring):
+            raise ValueError("Data must not be a string.")
+
+        new_fields = []
+        fields = to_key_val_list(data or {})
+        files = to_key_val_list(files or {})
+
+        for field, val in fields:
+            if isinstance(val, basestring) or not hasattr(val, "__iter__"):
+                val = [val]
+            for v in val:
+                if v is not None:
+                    # Don't call str() on bytestrings: in Py3 it all goes wrong.
+                    if not isinstance(v, bytes):
+                        v = str(v)
+
+                    new_fields.append(
+                        (
+                            field.decode("utf-8")
+                            if isinstance(field, bytes)
+                            else field,
+                            v.encode("utf-8") if isinstance(v, str) else v,
+                        )
+                    )
+
+        for k, v in files:
+            # support for explicit filename
+            ft = None
+            fh = None
+            if isinstance(v, (tuple, list)):
+                if len(v) == 2:
+                    fn, fp = v
+                elif len(v) == 3:
+                    fn, fp, ft = v
+                else:
+                    fn, fp, ft, fh = v
+            else:
+                fn = guess_filename(v) or k
+                fp = v
+
+            if isinstance(fp, (str, bytes, bytearray)):
+                fdata = fp
+            elif hasattr(fp, "read"):
+                fdata = fp.read()
+            elif fp is None:
+                continue
+            else:
+                fdata = fp
+
+            rf = RequestField(name=k, data=fdata, filename=fn, headers=fh)
+            rf.make_multipart(content_type=ft)
+            new_fields.append(rf)
+
+        body, content_type = encode_multipart_formdata(new_fields)
+
+        return body, content_type
+
+
+class RequestHooksMixin:
+    def register_hook(self, event, hook):
+        """Properly register a hook."""
+
+        if event not in self.hooks:
+            raise ValueError(f'Unsupported event specified, with event name "{event}"')
+
+        if isinstance(hook, Callable):
+            self.hooks[event].append(hook)
+        elif hasattr(hook, "__iter__"):
+            self.hooks[event].extend(h for h in hook if isinstance(h, Callable))
+
+    def deregister_hook(self, event, hook):
+        """Deregister a previously registered hook.
+        Returns True if the hook existed, False if not.
+        """
+
+        try:
+            self.hooks[event].remove(hook)
+            return True
+        except ValueError:
+            return False
+
+
+class Request(RequestHooksMixin):
+    """A user-created :class:`Request <Request>` object.
+
+    Used to prepare a :class:`PreparedRequest <PreparedRequest>`, which is sent to the server.
+
+    :param method: HTTP method to use.
+    :param url: URL to send.
+    :param headers: dictionary of headers to send.
+    :param files: dictionary of {filename: fileobject} files to multipart upload.
+    :param data: the body to attach to the request. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param json: json for the body to attach to the request (if files or data is not specified).
+    :param params: URL parameters to append to the URL. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param auth: Auth handler or (user, pass) tuple.
+    :param cookies: dictionary or CookieJar of cookies to attach to this request.
+    :param hooks: dictionary of callback hooks, for internal usage.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> req.prepare()
+      <PreparedRequest [GET]>
+    """
+
+    def __init__(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+        # Default empty dicts for dict params.
+        data = [] if data is None else data
+        files = [] if files is None else files
+        headers = {} if headers is None else headers
+        params = {} if params is None else params
+        hooks = {} if hooks is None else hooks
+
+        self.hooks = default_hooks()
+        for k, v in list(hooks.items()):
+            self.register_hook(event=k, hook=v)
+
+        self.method = method
+        self.url = url
+        self.headers = headers
+        self.files = files
+        self.data = data
+        self.json = json
+        self.params = params
+        self.auth = auth
+        self.cookies = cookies
+
+    def __repr__(self):
+        return f"<Request [{self.method}]>"
+
+    def prepare(self):
+        """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it."""
+        p = PreparedRequest()
+        p.prepare(
+            method=self.method,
+            url=self.url,
+            headers=self.headers,
+            files=self.files,
+            data=self.data,
+            json=self.json,
+            params=self.params,
+            auth=self.auth,
+            cookies=self.cookies,
+            hooks=self.hooks,
+        )
+        return p
+
+
+class PreparedRequest(RequestEncodingMixin, RequestHooksMixin):
+    """The fully mutable :class:`PreparedRequest <PreparedRequest>` object,
+    containing the exact bytes that will be sent to the server.
+
+    Instances are generated from a :class:`Request <Request>` object, and
+    should not be instantiated manually; doing so may produce undesirable
+    effects.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> r = req.prepare()
+      >>> r
+      <PreparedRequest [GET]>
+
+      >>> s = requests.Session()
+      >>> s.send(r)
+      <Response [200]>
+    """
+
+    def __init__(self):
+        #: HTTP verb to send to the server.
+        self.method = None
+        #: HTTP URL to send the request to.
+        self.url = None
+        #: dictionary of HTTP headers.
+        self.headers = None
+        # The `CookieJar` used to create the Cookie header will be stored here
+        # after prepare_cookies is called
+        self._cookies = None
+        #: request body to send to the server.
+        self.body = None
+        #: dictionary of callback hooks, for internal usage.
+        self.hooks = default_hooks()
+        #: integer denoting starting position of a readable file-like body.
+        self._body_position = None
+
+    def prepare(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+        """Prepares the entire request with the given parameters."""
+
+        self.prepare_method(method)
+        self.prepare_url(url, params)
+        self.prepare_headers(headers)
+        self.prepare_cookies(cookies)
+        self.prepare_body(data, files, json)
+        self.prepare_auth(auth, url)
+
+        # Note that prepare_auth must be last to enable authentication schemes
+        # such as OAuth to work on a fully prepared request.
+
+        # This MUST go after prepare_auth. Authenticators could add a hook
+        self.prepare_hooks(hooks)
+
+    def __repr__(self):
+        return f"<PreparedRequest [{self.method}]>"
+
+    def copy(self):
+        p = PreparedRequest()
+        p.method = self.method
+        p.url = self.url
+        p.headers = self.headers.copy() if self.headers is not None else None
+        p._cookies = _copy_cookie_jar(self._cookies)
+        p.body = self.body
+        p.hooks = self.hooks
+        p._body_position = self._body_position
+        return p
+
+    def prepare_method(self, method):
+        """Prepares the given HTTP method."""
+        self.method = method
+        if self.method is not None:
+            self.method = to_native_string(self.method.upper())
+
+    @staticmethod
+    def _get_idna_encoded_host(host):
+        import idna
+
+        try:
+            host = idna.encode(host, uts46=True).decode("utf-8")
+        except idna.IDNAError:
+            raise UnicodeError
+        return host
+
+    def prepare_url(self, url, params):
+        """Prepares the given HTTP URL."""
+        #: Accept objects that have string representations.
+        #: We're unable to blindly call unicode/str functions
+        #: as this will include the bytestring indicator (b'')
+        #: on python 3.x.
+        #: https://github.com/psf/requests/pull/2238
+        if isinstance(url, bytes):
+            url = url.decode("utf8")
+        else:
+            url = str(url)
+
+        # Remove leading whitespaces from url
+        url = url.lstrip()
+
+        # Don't do any URL preparation for non-HTTP schemes like `mailto`,
+        # `data` etc to work around exceptions from `url_parse`, which
+        # handles RFC 3986 only.
+        if ":" in url and not url.lower().startswith("http"):
+            self.url = url
+            return
+
+        # Support for unicode domain names and paths.
+        try:
+            scheme, auth, host, port, path, query, fragment = parse_url(url)
+        except LocationParseError as e:
+            raise InvalidURL(*e.args)
+
+        if not scheme:
+            raise MissingSchema(
+                f"Invalid URL {url!r}: No scheme supplied. "
+                f"Perhaps you meant https://{url}?"
+            )
+
+        if not host:
+            raise InvalidURL(f"Invalid URL {url!r}: No host supplied")
+
+        # In general, we want to try IDNA encoding the hostname if the string contains
+        # non-ASCII characters. This allows users to automatically get the correct IDNA
+        # behaviour. For strings containing only ASCII characters, we need to also verify
+        # it doesn't start with a wildcard (*), before allowing the unencoded hostname.
+        if not unicode_is_ascii(host):
+            try:
+                host = self._get_idna_encoded_host(host)
+            except UnicodeError:
+                raise InvalidURL("URL has an invalid label.")
+        elif host.startswith(("*", ".")):
+            raise InvalidURL("URL has an invalid label.")
+
+        # Carefully reconstruct the network location
+        netloc = auth or ""
+        if netloc:
+            netloc += "@"
+        netloc += host
+        if port:
+            netloc += f":{port}"
+
+        # Bare domains aren't valid URLs.
+        if not path:
+            path = "/"
+
+        if isinstance(params, (str, bytes)):
+            params = to_native_string(params)
+
+        enc_params = self._encode_params(params)
+        if enc_params:
+            if query:
+                query = f"{query}&{enc_params}"
+            else:
+                query = enc_params
+
+        url = requote_uri(urlunparse([scheme, netloc, path, None, query, fragment]))
+        self.url = url
+
+    def prepare_headers(self, headers):
+        """Prepares the given HTTP headers."""
+
+        self.headers = CaseInsensitiveDict()
+        if headers:
+            for header in headers.items():
+                # Raise exception on invalid header value.
+                check_header_validity(header)
+                name, value = header
+                self.headers[to_native_string(name)] = value
+
+    def prepare_body(self, data, files, json=None):
+        """Prepares the given HTTP body data."""
+
+        # Check if file, fo, generator, iterator.
+        # If not, run through normal process.
+
+        # Nottin' on you.
+        body = None
+        content_type = None
+
+        if not data and json is not None:
+            # urllib3 requires a bytes-like body. Python 2's json.dumps
+            # provides this natively, but Python 3 gives a Unicode string.
+            content_type = "application/json"
+
+            try:
+                body = complexjson.dumps(json, allow_nan=False)
+            except ValueError as ve:
+                raise InvalidJSONError(ve, request=self)
+
+            if not isinstance(body, bytes):
+                body = body.encode("utf-8")
+
+        is_stream = all(
+            [
+                hasattr(data, "__iter__"),
+                not isinstance(data, (basestring, list, tuple, Mapping)),
+            ]
+        )
+
+        if is_stream:
+            try:
+                length = super_len(data)
+            except (TypeError, AttributeError, UnsupportedOperation):
+                length = None
+
+            body = data
+
+            if getattr(body, "tell", None) is not None:
+                # Record the current file position before reading.
+                # This will allow us to rewind a file in the event
+                # of a redirect.
+                try:
+                    self._body_position = body.tell()
+                except OSError:
+                    # This differentiates from None, allowing us to catch
+                    # a failed `tell()` later when trying to rewind the body
+                    self._body_position = object()
+
+            if files:
+                raise NotImplementedError(
+                    "Streamed bodies and files are mutually exclusive."
+                )
+
+            if length:
+                self.headers["Content-Length"] = builtin_str(length)
+            else:
+                self.headers["Transfer-Encoding"] = "chunked"
+        else:
+            # Multi-part file uploads.
+            if files:
+                (body, content_type) = self._encode_files(files, data)
+            else:
+                if data:
+                    body = self._encode_params(data)
+                    if isinstance(data, basestring) or hasattr(data, "read"):
+                        content_type = None
+                    else:
+                        content_type = "application/x-www-form-urlencoded"
+
+            self.prepare_content_length(body)
+
+            # Add content-type if it wasn't explicitly provided.
+            if content_type and ("content-type" not in self.headers):
+                self.headers["Content-Type"] = content_type
+
+        self.body = body
+
+    def prepare_content_length(self, body):
+        """Prepare Content-Length header based on request method and body"""
+        if body is not None:
+            length = super_len(body)
+            if length:
+                # If length exists, set it. Otherwise, we fallback
+                # to Transfer-Encoding: chunked.
+                self.headers["Content-Length"] = builtin_str(length)
+        elif (
+            self.method not in ("GET", "HEAD")
+            and self.headers.get("Content-Length") is None
+        ):
+            # Set Content-Length to 0 for methods that can have a body
+            # but don't provide one. (i.e. not GET or HEAD)
+            self.headers["Content-Length"] = "0"
+
+    def prepare_auth(self, auth, url=""):
+        """Prepares the given HTTP auth data."""
+
+        # If no Auth is explicitly provided, extract it from the URL first.
+        if auth is None:
+            url_auth = get_auth_from_url(self.url)
+            auth = url_auth if any(url_auth) else None
+
+        if auth:
+            if isinstance(auth, tuple) and len(auth) == 2:
+                # special-case basic HTTP auth
+                auth = HTTPBasicAuth(*auth)
+
+            # Allow auth to make its changes.
+            r = auth(self)
+
+            # Update self to reflect the auth changes.
+            self.__dict__.update(r.__dict__)
+
+            # Recompute Content-Length
+            self.prepare_content_length(self.body)
+
+    def prepare_cookies(self, cookies):
+        """Prepares the given HTTP cookie data.
+
+        This function eventually generates a ``Cookie`` header from the
+        given cookies using cookielib. Due to cookielib's design, the header
+        will not be regenerated if it already exists, meaning this function
+        can only be called once for the life of the
+        :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls
+        to ``prepare_cookies`` will have no actual effect, unless the "Cookie"
+        header is removed beforehand.
+        """
+        if isinstance(cookies, cookielib.CookieJar):
+            self._cookies = cookies
+        else:
+            self._cookies = cookiejar_from_dict(cookies)
+
+        cookie_header = get_cookie_header(self._cookies, self)
+        if cookie_header is not None:
+            self.headers["Cookie"] = cookie_header
+
+    def prepare_hooks(self, hooks):
+        """Prepares the given hooks."""
+        # hooks can be passed as None to the prepare method and to this
+        # method. To prevent iterating over None, simply use an empty list
+        # if hooks is False-y
+        hooks = hooks or []
+        for event in hooks:
+            self.register_hook(event, hooks[event])
+
+
+class Response:
+    """The :class:`Response <Response>` object, which contains a
+    server's response to an HTTP request.
+    """
+
+    __attrs__ = [
+        "_content",
+        "status_code",
+        "headers",
+        "url",
+        "history",
+        "encoding",
+        "reason",
+        "cookies",
+        "elapsed",
+        "request",
+    ]
+
+    def __init__(self):
+        self._content = False
+        self._content_consumed = False
+        self._next = None
+
+        #: Integer Code of responded HTTP Status, e.g. 404 or 200.
+        self.status_code = None
+
+        #: Case-insensitive Dictionary of Response Headers.
+        #: For example, ``headers['content-encoding']`` will return the
+        #: value of a ``'Content-Encoding'`` response header.
+        self.headers = CaseInsensitiveDict()
+
+        #: File-like object representation of response (for advanced usage).
+        #: Use of ``raw`` requires that ``stream=True`` be set on the request.
+        #: This requirement does not apply for use internally to Requests.
+        self.raw = None
+
+        #: Final URL location of Response.
+        self.url = None
+
+        #: Encoding to decode with when accessing r.text.
+        self.encoding = None
+
+        #: A list of :class:`Response <Response>` objects from
+        #: the history of the Request. Any redirect responses will end
+        #: up here. The list is sorted from the oldest to the most recent request.
+        self.history = []
+
+        #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK".
+        self.reason = None
+
+        #: A CookieJar of Cookies the server sent back.
+        self.cookies = cookiejar_from_dict({})
+
+        #: The amount of time elapsed between sending the request
+        #: and the arrival of the response (as a timedelta).
+        #: This property specifically measures the time taken between sending
+        #: the first byte of the request and finishing parsing the headers. It
+        #: is therefore unaffected by consuming the response content or the
+        #: value of the ``stream`` keyword argument.
+        self.elapsed = datetime.timedelta(0)
+
+        #: The :class:`PreparedRequest <PreparedRequest>` object to which this
+        #: is a response.
+        self.request = None
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self.close()
+
+    def __getstate__(self):
+        # Consume everything; accessing the content attribute makes
+        # sure the content has been fully read.
+        if not self._content_consumed:
+            self.content
+
+        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
+
+    def __setstate__(self, state):
+        for name, value in state.items():
+            setattr(self, name, value)
+
+        # pickled objects do not have .raw
+        setattr(self, "_content_consumed", True)
+        setattr(self, "raw", None)
+
+    def __repr__(self):
+        return f"<Response [{self.status_code}]>"
+
+    def __bool__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __nonzero__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __iter__(self):
+        """Allows you to use a response as an iterator."""
+        return self.iter_content(128)
+
+    @property
+    def ok(self):
+        """Returns True if :attr:`status_code` is less than 400, False if not.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        try:
+            self.raise_for_status()
+        except HTTPError:
+            return False
+        return True
+
+    @property
+    def is_redirect(self):
+        """True if this Response is a well-formed HTTP redirect that could have
+        been processed automatically (by :meth:`Session.resolve_redirects`).
+        """
+        return "location" in self.headers and self.status_code in REDIRECT_STATI
+
+    @property
+    def is_permanent_redirect(self):
+        """True if this Response one of the permanent versions of redirect."""
+        return "location" in self.headers and self.status_code in (
+            codes.moved_permanently,
+            codes.permanent_redirect,
+        )
+
+    @property
+    def next(self):
+        """Returns a PreparedRequest for the next request in a redirect chain, if there is one."""
+        return self._next
+
+    @property
+    def apparent_encoding(self):
+        """The apparent encoding, provided by the charset_normalizer or chardet libraries."""
+        if chardet is not None:
+            return chardet.detect(self.content)["encoding"]
+        else:
+            # If no character detection library is available, we'll fall back
+            # to a standard Python utf-8 str.
+            return "utf-8"
+
+    def iter_content(self, chunk_size=1, decode_unicode=False):
+        """Iterates over the response data.  When stream=True is set on the
+        request, this avoids reading the content at once into memory for
+        large responses.  The chunk size is the number of bytes it should
+        read into memory.  This is not necessarily the length of each item
+        returned as decoding can take place.
+
+        chunk_size must be of type int or None. A value of None will
+        function differently depending on the value of `stream`.
+        stream=True will read data as it arrives in whatever size the
+        chunks are received. If stream=False, data is returned as
+        a single chunk.
+
+        If decode_unicode is True, content will be decoded using the best
+        available encoding based on the response.
+        """
+
+        def generate():
+            # Special case for urllib3.
+            if hasattr(self.raw, "stream"):
+                try:
+                    yield from self.raw.stream(chunk_size, decode_content=True)
+                except ProtocolError as e:
+                    raise ChunkedEncodingError(e)
+                except DecodeError as e:
+                    raise ContentDecodingError(e)
+                except ReadTimeoutError as e:
+                    raise ConnectionError(e)
+                except SSLError as e:
+                    raise RequestsSSLError(e)
+            else:
+                # Standard file-like object.
+                while True:
+                    chunk = self.raw.read(chunk_size)
+                    if not chunk:
+                        break
+                    yield chunk
+
+            self._content_consumed = True
+
+        if self._content_consumed and isinstance(self._content, bool):
+            raise StreamConsumedError()
+        elif chunk_size is not None and not isinstance(chunk_size, int):
+            raise TypeError(
+                f"chunk_size must be an int, it is instead a {type(chunk_size)}."
+            )
+        # simulate reading small chunks of the content
+        reused_chunks = iter_slices(self._content, chunk_size)
+
+        stream_chunks = generate()
+
+        chunks = reused_chunks if self._content_consumed else stream_chunks
+
+        if decode_unicode:
+            chunks = stream_decode_response_unicode(chunks, self)
+
+        return chunks
+
+    def iter_lines(
+        self, chunk_size=ITER_CHUNK_SIZE, decode_unicode=False, delimiter=None
+    ):
+        """Iterates over the response data, one line at a time.  When
+        stream=True is set on the request, this avoids reading the
+        content at once into memory for large responses.
+
+        .. note:: This method is not reentrant safe.
+        """
+
+        pending = None
+
+        for chunk in self.iter_content(
+            chunk_size=chunk_size, decode_unicode=decode_unicode
+        ):
+            if pending is not None:
+                chunk = pending + chunk
+
+            if delimiter:
+                lines = chunk.split(delimiter)
+            else:
+                lines = chunk.splitlines()
+
+            if lines and lines[-1] and chunk and lines[-1][-1] == chunk[-1]:
+                pending = lines.pop()
+            else:
+                pending = None
+
+            yield from lines
+
+        if pending is not None:
+            yield pending
+
+    @property
+    def content(self):
+        """Content of the response, in bytes."""
+
+        if self._content is False:
+            # Read the contents.
+            if self._content_consumed:
+                raise RuntimeError("The content for this response was already consumed")
+
+            if self.status_code == 0 or self.raw is None:
+                self._content = None
+            else:
+                self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
+
+        self._content_consumed = True
+        # don't need to release the connection; that's been handled by urllib3
+        # since we exhausted the data.
+        return self._content
+
+    @property
+    def text(self):
+        """Content of the response, in unicode.
+
+        If Response.encoding is None, encoding will be guessed using
+        ``charset_normalizer`` or ``chardet``.
+
+        The encoding of the response content is determined based solely on HTTP
+        headers, following RFC 2616 to the letter. If you can take advantage of
+        non-HTTP knowledge to make a better guess at the encoding, you should
+        set ``r.encoding`` appropriately before accessing this property.
+        """
+
+        # Try charset from content-type
+        content = None
+        encoding = self.encoding
+
+        if not self.content:
+            return ""
+
+        # Fallback to auto-detected encoding.
+        if self.encoding is None:
+            encoding = self.apparent_encoding
+
+        # Decode unicode from given encoding.
+        try:
+            content = str(self.content, encoding, errors="replace")
+        except (LookupError, TypeError):
+            # A LookupError is raised if the encoding was not found which could
+            # indicate a misspelling or similar mistake.
+            #
+            # A TypeError can be raised if encoding is None
+            #
+            # So we try blindly encoding.
+            content = str(self.content, errors="replace")
+
+        return content
+
+    def json(self, **kwargs):
+        r"""Returns the json-encoded content of a response, if any.
+
+        :param \*\*kwargs: Optional arguments that ``json.loads`` takes.
+        :raises requests.exceptions.JSONDecodeError: If the response body does not
+            contain valid json.
+        """
+
+        if not self.encoding and self.content and len(self.content) > 3:
+            # No encoding set. JSON RFC 4627 section 3 states we should expect
+            # UTF-8, -16 or -32. Detect which one to use; If the detection or
+            # decoding fails, fall back to `self.text` (using charset_normalizer to make
+            # a best guess).
+            encoding = guess_json_utf(self.content)
+            if encoding is not None:
+                try:
+                    return complexjson.loads(self.content.decode(encoding), **kwargs)
+                except UnicodeDecodeError:
+                    # Wrong UTF codec detected; usually because it's not UTF-8
+                    # but some other 8-bit codec.  This is an RFC violation,
+                    # and the server didn't bother to tell us what codec *was*
+                    # used.
+                    pass
+                except JSONDecodeError as e:
+                    raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+        try:
+            return complexjson.loads(self.text, **kwargs)
+        except JSONDecodeError as e:
+            # Catch JSON-related errors and raise as requests.JSONDecodeError
+            # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
+            raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+    @property
+    def links(self):
+        """Returns the parsed header links of the response, if any."""
+
+        header = self.headers.get("link")
+
+        resolved_links = {}
+
+        if header:
+            links = parse_header_links(header)
+
+            for link in links:
+                key = link.get("rel") or link.get("url")
+                resolved_links[key] = link
+
+        return resolved_links
+
+    def raise_for_status(self):
+        """Raises :class:`HTTPError`, if one occurred."""
+
+        http_error_msg = ""
+        if isinstance(self.reason, bytes):
+            # We attempt to decode utf-8 first because some servers
+            # choose to localize their reason strings. If the string
+            # isn't utf-8, we fall back to iso-8859-1 for all other
+            # encodings. (See PR #3538)
+            try:
+                reason = self.reason.decode("utf-8")
+            except UnicodeDecodeError:
+                reason = self.reason.decode("iso-8859-1")
+        else:
+            reason = self.reason
+
+        if 400 <= self.status_code < 500:
+            http_error_msg = (
+                f"{self.status_code} Client Error: {reason} for url: {self.url}"
+            )
+
+        elif 500 <= self.status_code < 600:
+            http_error_msg = (
+                f"{self.status_code} Server Error: {reason} for url: {self.url}"
+            )
+
+        if http_error_msg:
+            raise HTTPError(http_error_msg, response=self)
+
+    def close(self):
+        """Releases the connection back to the pool. Once this method has been
+        called the underlying ``raw`` object must not be accessed again.
+
+        *Note: Should not normally need to be called explicitly.*
+        """
+        if not self._content_consumed:
+            self.raw.close()
+
+        release_conn = getattr(self.raw, "release_conn", None)
+        if release_conn is not None:
+            release_conn()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/packages.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/packages.py
new file mode 100644
index 000000000..5ab3d8e25
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/packages.py
@@ -0,0 +1,23 @@
+import sys
+
+from .compat import chardet
+
+# This code exists for backwards compatibility reasons.
+# I don't like it either. Just look the other way. :)
+
+for package in ("urllib3", "idna"):
+    locals()[package] = __import__(package)
+    # This traversal is apparently necessary such that the identities are
+    # preserved (requests.packages.urllib3.* is urllib3.*)
+    for mod in list(sys.modules):
+        if mod == package or mod.startswith(f"{package}."):
+            sys.modules[f"requests.packages.{mod}"] = sys.modules[mod]
+
+if chardet is not None:
+    target = chardet.__name__
+    for mod in list(sys.modules):
+        if mod == target or mod.startswith(f"{target}."):
+            imported_mod = sys.modules[mod]
+            sys.modules[f"requests.packages.{mod}"] = imported_mod
+            mod = mod.replace(target, "chardet")
+            sys.modules[f"requests.packages.{mod}"] = imported_mod
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/sessions.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/sessions.py
new file mode 100644
index 000000000..b387bc36d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/sessions.py
@@ -0,0 +1,831 @@
+"""
+requests.sessions
+~~~~~~~~~~~~~~~~~
+
+This module provides a Session object to manage and persist settings across
+requests (cookies, auth, proxies).
+"""
+import os
+import sys
+import time
+from collections import OrderedDict
+from datetime import timedelta
+
+from ._internal_utils import to_native_string
+from .adapters import HTTPAdapter
+from .auth import _basic_auth_str
+from .compat import Mapping, cookielib, urljoin, urlparse
+from .cookies import (
+    RequestsCookieJar,
+    cookiejar_from_dict,
+    extract_cookies_to_jar,
+    merge_cookies,
+)
+from .exceptions import (
+    ChunkedEncodingError,
+    ContentDecodingError,
+    InvalidSchema,
+    TooManyRedirects,
+)
+from .hooks import default_hooks, dispatch_hook
+
+# formerly defined here, reexposed here for backward compatibility
+from .models import (  # noqa: F401
+    DEFAULT_REDIRECT_LIMIT,
+    REDIRECT_STATI,
+    PreparedRequest,
+    Request,
+)
+from .status_codes import codes
+from .structures import CaseInsensitiveDict
+from .utils import (  # noqa: F401
+    DEFAULT_PORTS,
+    default_headers,
+    get_auth_from_url,
+    get_environ_proxies,
+    get_netrc_auth,
+    requote_uri,
+    resolve_proxies,
+    rewind_body,
+    should_bypass_proxies,
+    to_key_val_list,
+)
+
+# Preferred clock, based on which one is more accurate on a given system.
+if sys.platform == "win32":
+    preferred_clock = time.perf_counter
+else:
+    preferred_clock = time.time
+
+
+def merge_setting(request_setting, session_setting, dict_class=OrderedDict):
+    """Determines appropriate setting for a given request, taking into account
+    the explicit setting on that request, and the setting in the session. If a
+    setting is a dictionary, they will be merged together using `dict_class`
+    """
+
+    if session_setting is None:
+        return request_setting
+
+    if request_setting is None:
+        return session_setting
+
+    # Bypass if not a dictionary (e.g. verify)
+    if not (
+        isinstance(session_setting, Mapping) and isinstance(request_setting, Mapping)
+    ):
+        return request_setting
+
+    merged_setting = dict_class(to_key_val_list(session_setting))
+    merged_setting.update(to_key_val_list(request_setting))
+
+    # Remove keys that are set to None. Extract keys first to avoid altering
+    # the dictionary during iteration.
+    none_keys = [k for (k, v) in merged_setting.items() if v is None]
+    for key in none_keys:
+        del merged_setting[key]
+
+    return merged_setting
+
+
+def merge_hooks(request_hooks, session_hooks, dict_class=OrderedDict):
+    """Properly merges both requests and session hooks.
+
+    This is necessary because when request_hooks == {'response': []}, the
+    merge breaks Session hooks entirely.
+    """
+    if session_hooks is None or session_hooks.get("response") == []:
+        return request_hooks
+
+    if request_hooks is None or request_hooks.get("response") == []:
+        return session_hooks
+
+    return merge_setting(request_hooks, session_hooks, dict_class)
+
+
+class SessionRedirectMixin:
+    def get_redirect_target(self, resp):
+        """Receives a Response. Returns a redirect URI or ``None``"""
+        # Due to the nature of how requests processes redirects this method will
+        # be called at least once upon the original response and at least twice
+        # on each subsequent redirect response (if any).
+        # If a custom mixin is used to handle this logic, it may be advantageous
+        # to cache the redirect location onto the response object as a private
+        # attribute.
+        if resp.is_redirect:
+            location = resp.headers["location"]
+            # Currently the underlying http module on py3 decode headers
+            # in latin1, but empirical evidence suggests that latin1 is very
+            # rarely used with non-ASCII characters in HTTP headers.
+            # It is more likely to get UTF8 header rather than latin1.
+            # This causes incorrect handling of UTF8 encoded location headers.
+            # To solve this, we re-encode the location in latin1.
+            location = location.encode("latin1")
+            return to_native_string(location, "utf8")
+        return None
+
+    def should_strip_auth(self, old_url, new_url):
+        """Decide whether Authorization header should be removed when redirecting"""
+        old_parsed = urlparse(old_url)
+        new_parsed = urlparse(new_url)
+        if old_parsed.hostname != new_parsed.hostname:
+            return True
+        # Special case: allow http -> https redirect when using the standard
+        # ports. This isn't specified by RFC 7235, but is kept to avoid
+        # breaking backwards compatibility with older versions of requests
+        # that allowed any redirects on the same host.
+        if (
+            old_parsed.scheme == "http"
+            and old_parsed.port in (80, None)
+            and new_parsed.scheme == "https"
+            and new_parsed.port in (443, None)
+        ):
+            return False
+
+        # Handle default port usage corresponding to scheme.
+        changed_port = old_parsed.port != new_parsed.port
+        changed_scheme = old_parsed.scheme != new_parsed.scheme
+        default_port = (DEFAULT_PORTS.get(old_parsed.scheme, None), None)
+        if (
+            not changed_scheme
+            and old_parsed.port in default_port
+            and new_parsed.port in default_port
+        ):
+            return False
+
+        # Standard case: root URI must match
+        return changed_port or changed_scheme
+
+    def resolve_redirects(
+        self,
+        resp,
+        req,
+        stream=False,
+        timeout=None,
+        verify=True,
+        cert=None,
+        proxies=None,
+        yield_requests=False,
+        **adapter_kwargs,
+    ):
+        """Receives a Response. Returns a generator of Responses or Requests."""
+
+        hist = []  # keep track of history
+
+        url = self.get_redirect_target(resp)
+        previous_fragment = urlparse(req.url).fragment
+        while url:
+            prepared_request = req.copy()
+
+            # Update history and keep track of redirects.
+            # resp.history must ignore the original request in this loop
+            hist.append(resp)
+            resp.history = hist[1:]
+
+            try:
+                resp.content  # Consume socket so it can be released
+            except (ChunkedEncodingError, ContentDecodingError, RuntimeError):
+                resp.raw.read(decode_content=False)
+
+            if len(resp.history) >= self.max_redirects:
+                raise TooManyRedirects(
+                    f"Exceeded {self.max_redirects} redirects.", response=resp
+                )
+
+            # Release the connection back into the pool.
+            resp.close()
+
+            # Handle redirection without scheme (see: RFC 1808 Section 4)
+            if url.startswith("//"):
+                parsed_rurl = urlparse(resp.url)
+                url = ":".join([to_native_string(parsed_rurl.scheme), url])
+
+            # Normalize url case and attach previous fragment if needed (RFC 7231 7.1.2)
+            parsed = urlparse(url)
+            if parsed.fragment == "" and previous_fragment:
+                parsed = parsed._replace(fragment=previous_fragment)
+            elif parsed.fragment:
+                previous_fragment = parsed.fragment
+            url = parsed.geturl()
+
+            # Facilitate relative 'location' headers, as allowed by RFC 7231.
+            # (e.g. '/path/to/resource' instead of 'http://domain.tld/path/to/resource')
+            # Compliant with RFC3986, we percent encode the url.
+            if not parsed.netloc:
+                url = urljoin(resp.url, requote_uri(url))
+            else:
+                url = requote_uri(url)
+
+            prepared_request.url = to_native_string(url)
+
+            self.rebuild_method(prepared_request, resp)
+
+            # https://github.com/psf/requests/issues/1084
+            if resp.status_code not in (
+                codes.temporary_redirect,
+                codes.permanent_redirect,
+            ):
+                # https://github.com/psf/requests/issues/3490
+                purged_headers = ("Content-Length", "Content-Type", "Transfer-Encoding")
+                for header in purged_headers:
+                    prepared_request.headers.pop(header, None)
+                prepared_request.body = None
+
+            headers = prepared_request.headers
+            headers.pop("Cookie", None)
+
+            # Extract any cookies sent on the response to the cookiejar
+            # in the new request. Because we've mutated our copied prepared
+            # request, use the old one that we haven't yet touched.
+            extract_cookies_to_jar(prepared_request._cookies, req, resp.raw)
+            merge_cookies(prepared_request._cookies, self.cookies)
+            prepared_request.prepare_cookies(prepared_request._cookies)
+
+            # Rebuild auth and proxy information.
+            proxies = self.rebuild_proxies(prepared_request, proxies)
+            self.rebuild_auth(prepared_request, resp)
+
+            # A failed tell() sets `_body_position` to `object()`. This non-None
+            # value ensures `rewindable` will be True, allowing us to raise an
+            # UnrewindableBodyError, instead of hanging the connection.
+            rewindable = prepared_request._body_position is not None and (
+                "Content-Length" in headers or "Transfer-Encoding" in headers
+            )
+
+            # Attempt to rewind consumed file-like object.
+            if rewindable:
+                rewind_body(prepared_request)
+
+            # Override the original request.
+            req = prepared_request
+
+            if yield_requests:
+                yield req
+            else:
+                resp = self.send(
+                    req,
+                    stream=stream,
+                    timeout=timeout,
+                    verify=verify,
+                    cert=cert,
+                    proxies=proxies,
+                    allow_redirects=False,
+                    **adapter_kwargs,
+                )
+
+                extract_cookies_to_jar(self.cookies, prepared_request, resp.raw)
+
+                # extract redirect url, if any, for the next loop
+                url = self.get_redirect_target(resp)
+                yield resp
+
+    def rebuild_auth(self, prepared_request, response):
+        """When being redirected we may want to strip authentication from the
+        request to avoid leaking credentials. This method intelligently removes
+        and reapplies authentication where possible to avoid credential loss.
+        """
+        headers = prepared_request.headers
+        url = prepared_request.url
+
+        if "Authorization" in headers and self.should_strip_auth(
+            response.request.url, url
+        ):
+            # If we get redirected to a new host, we should strip out any
+            # authentication headers.
+            del headers["Authorization"]
+
+        # .netrc might have more auth for us on our new host.
+        new_auth = get_netrc_auth(url) if self.trust_env else None
+        if new_auth is not None:
+            prepared_request.prepare_auth(new_auth)
+
+    def rebuild_proxies(self, prepared_request, proxies):
+        """This method re-evaluates the proxy configuration by considering the
+        environment variables. If we are redirected to a URL covered by
+        NO_PROXY, we strip the proxy configuration. Otherwise, we set missing
+        proxy keys for this URL (in case they were stripped by a previous
+        redirect).
+
+        This method also replaces the Proxy-Authorization header where
+        necessary.
+
+        :rtype: dict
+        """
+        headers = prepared_request.headers
+        scheme = urlparse(prepared_request.url).scheme
+        new_proxies = resolve_proxies(prepared_request, proxies, self.trust_env)
+
+        if "Proxy-Authorization" in headers:
+            del headers["Proxy-Authorization"]
+
+        try:
+            username, password = get_auth_from_url(new_proxies[scheme])
+        except KeyError:
+            username, password = None, None
+
+        # urllib3 handles proxy authorization for us in the standard adapter.
+        # Avoid appending this to TLS tunneled requests where it may be leaked.
+        if not scheme.startswith("https") and username and password:
+            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
+
+        return new_proxies
+
+    def rebuild_method(self, prepared_request, response):
+        """When being redirected we may want to change the method of the request
+        based on certain specs or browser behavior.
+        """
+        method = prepared_request.method
+
+        # https://tools.ietf.org/html/rfc7231#section-6.4.4
+        if response.status_code == codes.see_other and method != "HEAD":
+            method = "GET"
+
+        # Do what the browsers do, despite standards...
+        # First, turn 302s into GETs.
+        if response.status_code == codes.found and method != "HEAD":
+            method = "GET"
+
+        # Second, if a POST is responded to with a 301, turn it into a GET.
+        # This bizarre behaviour is explained in Issue 1704.
+        if response.status_code == codes.moved and method == "POST":
+            method = "GET"
+
+        prepared_request.method = method
+
+
+class Session(SessionRedirectMixin):
+    """A Requests session.
+
+    Provides cookie persistence, connection-pooling, and configuration.
+
+    Basic Usage::
+
+      >>> import requests
+      >>> s = requests.Session()
+      >>> s.get('https://httpbin.org/get')
+      <Response [200]>
+
+    Or as a context manager::
+
+      >>> with requests.Session() as s:
+      ...     s.get('https://httpbin.org/get')
+      <Response [200]>
+    """
+
+    __attrs__ = [
+        "headers",
+        "cookies",
+        "auth",
+        "proxies",
+        "hooks",
+        "params",
+        "verify",
+        "cert",
+        "adapters",
+        "stream",
+        "trust_env",
+        "max_redirects",
+    ]
+
+    def __init__(self):
+        #: A case-insensitive dictionary of headers to be sent on each
+        #: :class:`Request <Request>` sent from this
+        #: :class:`Session <Session>`.
+        self.headers = default_headers()
+
+        #: Default Authentication tuple or object to attach to
+        #: :class:`Request <Request>`.
+        self.auth = None
+
+        #: Dictionary mapping protocol or protocol and host to the URL of the proxy
+        #: (e.g. {'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}) to
+        #: be used on each :class:`Request <Request>`.
+        self.proxies = {}
+
+        #: Event-handling hooks.
+        self.hooks = default_hooks()
+
+        #: Dictionary of querystring data to attach to each
+        #: :class:`Request <Request>`. The dictionary values may be lists for
+        #: representing multivalued query parameters.
+        self.params = {}
+
+        #: Stream response content default.
+        self.stream = False
+
+        #: SSL Verification default.
+        #: Defaults to `True`, requiring requests to verify the TLS certificate at the
+        #: remote end.
+        #: If verify is set to `False`, requests will accept any TLS certificate
+        #: presented by the server, and will ignore hostname mismatches and/or
+        #: expired certificates, which will make your application vulnerable to
+        #: man-in-the-middle (MitM) attacks.
+        #: Only set this to `False` for testing.
+        self.verify = True
+
+        #: SSL client certificate default, if String, path to ssl client
+        #: cert file (.pem). If Tuple, ('cert', 'key') pair.
+        self.cert = None
+
+        #: Maximum number of redirects allowed. If the request exceeds this
+        #: limit, a :class:`TooManyRedirects` exception is raised.
+        #: This defaults to requests.models.DEFAULT_REDIRECT_LIMIT, which is
+        #: 30.
+        self.max_redirects = DEFAULT_REDIRECT_LIMIT
+
+        #: Trust environment settings for proxy configuration, default
+        #: authentication and similar.
+        self.trust_env = True
+
+        #: A CookieJar containing all currently outstanding cookies set on this
+        #: session. By default it is a
+        #: :class:`RequestsCookieJar <requests.cookies.RequestsCookieJar>`, but
+        #: may be any other ``cookielib.CookieJar`` compatible object.
+        self.cookies = cookiejar_from_dict({})
+
+        # Default connection adapters.
+        self.adapters = OrderedDict()
+        self.mount("https://", HTTPAdapter())
+        self.mount("http://", HTTPAdapter())
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self.close()
+
+    def prepare_request(self, request):
+        """Constructs a :class:`PreparedRequest <PreparedRequest>` for
+        transmission and returns it. The :class:`PreparedRequest` has settings
+        merged from the :class:`Request <Request>` instance and those of the
+        :class:`Session`.
+
+        :param request: :class:`Request` instance to prepare with this
+            session's settings.
+        :rtype: requests.PreparedRequest
+        """
+        cookies = request.cookies or {}
+
+        # Bootstrap CookieJar.
+        if not isinstance(cookies, cookielib.CookieJar):
+            cookies = cookiejar_from_dict(cookies)
+
+        # Merge with session cookies
+        merged_cookies = merge_cookies(
+            merge_cookies(RequestsCookieJar(), self.cookies), cookies
+        )
+
+        # Set environment's basic authentication if not explicitly set.
+        auth = request.auth
+        if self.trust_env and not auth and not self.auth:
+            auth = get_netrc_auth(request.url)
+
+        p = PreparedRequest()
+        p.prepare(
+            method=request.method.upper(),
+            url=request.url,
+            files=request.files,
+            data=request.data,
+            json=request.json,
+            headers=merge_setting(
+                request.headers, self.headers, dict_class=CaseInsensitiveDict
+            ),
+            params=merge_setting(request.params, self.params),
+            auth=merge_setting(auth, self.auth),
+            cookies=merged_cookies,
+            hooks=merge_hooks(request.hooks, self.hooks),
+        )
+        return p
+
+    def request(
+        self,
+        method,
+        url,
+        params=None,
+        data=None,
+        headers=None,
+        cookies=None,
+        files=None,
+        auth=None,
+        timeout=None,
+        allow_redirects=True,
+        proxies=None,
+        hooks=None,
+        stream=None,
+        verify=None,
+        cert=None,
+        json=None,
+    ):
+        """Constructs a :class:`Request <Request>`, prepares it and sends it.
+        Returns :class:`Response <Response>` object.
+
+        :param method: method for the new :class:`Request` object.
+        :param url: URL for the new :class:`Request` object.
+        :param params: (optional) Dictionary or bytes to be sent in the query
+            string for the :class:`Request`.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param json: (optional) json to send in the body of the
+            :class:`Request`.
+        :param headers: (optional) Dictionary of HTTP Headers to send with the
+            :class:`Request`.
+        :param cookies: (optional) Dict or CookieJar object to send with the
+            :class:`Request`.
+        :param files: (optional) Dictionary of ``'filename': file-like-objects``
+            for multipart encoding upload.
+        :param auth: (optional) Auth tuple or callable to enable
+            Basic/Digest/Custom HTTP Auth.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple
+        :param allow_redirects: (optional) Set to True by default.
+        :type allow_redirects: bool
+        :param proxies: (optional) Dictionary mapping protocol or protocol and
+            hostname to the URL of the proxy.
+        :param hooks: (optional) Dictionary mapping hook name to one event or
+            list of events, event must be callable.
+        :param stream: (optional) whether to immediately download the response
+            content. Defaults to ``False``.
+        :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use. Defaults to ``True``. When set to
+            ``False``, requests will accept any TLS certificate presented by
+            the server, and will ignore hostname mismatches and/or expired
+            certificates, which will make your application vulnerable to
+            man-in-the-middle (MitM) attacks. Setting verify to ``False``
+            may be useful during local development or testing.
+        :param cert: (optional) if String, path to ssl client cert file (.pem).
+            If Tuple, ('cert', 'key') pair.
+        :rtype: requests.Response
+        """
+        # Create the Request.
+        req = Request(
+            method=method.upper(),
+            url=url,
+            headers=headers,
+            files=files,
+            data=data or {},
+            json=json,
+            params=params or {},
+            auth=auth,
+            cookies=cookies,
+            hooks=hooks,
+        )
+        prep = self.prepare_request(req)
+
+        proxies = proxies or {}
+
+        settings = self.merge_environment_settings(
+            prep.url, proxies, stream, verify, cert
+        )
+
+        # Send the request.
+        send_kwargs = {
+            "timeout": timeout,
+            "allow_redirects": allow_redirects,
+        }
+        send_kwargs.update(settings)
+        resp = self.send(prep, **send_kwargs)
+
+        return resp
+
+    def get(self, url, **kwargs):
+        r"""Sends a GET request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", True)
+        return self.request("GET", url, **kwargs)
+
+    def options(self, url, **kwargs):
+        r"""Sends a OPTIONS request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", True)
+        return self.request("OPTIONS", url, **kwargs)
+
+    def head(self, url, **kwargs):
+        r"""Sends a HEAD request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", False)
+        return self.request("HEAD", url, **kwargs)
+
+    def post(self, url, data=None, json=None, **kwargs):
+        r"""Sends a POST request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param json: (optional) json to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("POST", url, data=data, json=json, **kwargs)
+
+    def put(self, url, data=None, **kwargs):
+        r"""Sends a PUT request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("PUT", url, data=data, **kwargs)
+
+    def patch(self, url, data=None, **kwargs):
+        r"""Sends a PATCH request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("PATCH", url, data=data, **kwargs)
+
+    def delete(self, url, **kwargs):
+        r"""Sends a DELETE request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("DELETE", url, **kwargs)
+
+    def send(self, request, **kwargs):
+        """Send a given PreparedRequest.
+
+        :rtype: requests.Response
+        """
+        # Set defaults that the hooks can utilize to ensure they always have
+        # the correct parameters to reproduce the previous request.
+        kwargs.setdefault("stream", self.stream)
+        kwargs.setdefault("verify", self.verify)
+        kwargs.setdefault("cert", self.cert)
+        if "proxies" not in kwargs:
+            kwargs["proxies"] = resolve_proxies(request, self.proxies, self.trust_env)
+
+        # It's possible that users might accidentally send a Request object.
+        # Guard against that specific failure case.
+        if isinstance(request, Request):
+            raise ValueError("You can only send PreparedRequests.")
+
+        # Set up variables needed for resolve_redirects and dispatching of hooks
+        allow_redirects = kwargs.pop("allow_redirects", True)
+        stream = kwargs.get("stream")
+        hooks = request.hooks
+
+        # Get the appropriate adapter to use
+        adapter = self.get_adapter(url=request.url)
+
+        # Start time (approximately) of the request
+        start = preferred_clock()
+
+        # Send the request
+        r = adapter.send(request, **kwargs)
+
+        # Total elapsed time of the request (approximately)
+        elapsed = preferred_clock() - start
+        r.elapsed = timedelta(seconds=elapsed)
+
+        # Response manipulation hooks
+        r = dispatch_hook("response", hooks, r, **kwargs)
+
+        # Persist cookies
+        if r.history:
+            # If the hooks create history then we want those cookies too
+            for resp in r.history:
+                extract_cookies_to_jar(self.cookies, resp.request, resp.raw)
+
+        extract_cookies_to_jar(self.cookies, request, r.raw)
+
+        # Resolve redirects if allowed.
+        if allow_redirects:
+            # Redirect resolving generator.
+            gen = self.resolve_redirects(r, request, **kwargs)
+            history = [resp for resp in gen]
+        else:
+            history = []
+
+        # Shuffle things around if there's history.
+        if history:
+            # Insert the first (original) request at the start
+            history.insert(0, r)
+            # Get the last request made
+            r = history.pop()
+            r.history = history
+
+        # If redirects aren't being followed, store the response on the Request for Response.next().
+        if not allow_redirects:
+            try:
+                r._next = next(
+                    self.resolve_redirects(r, request, yield_requests=True, **kwargs)
+                )
+            except StopIteration:
+                pass
+
+        if not stream:
+            r.content
+
+        return r
+
+    def merge_environment_settings(self, url, proxies, stream, verify, cert):
+        """
+        Check the environment and merge it with some settings.
+
+        :rtype: dict
+        """
+        # Gather clues from the surrounding environment.
+        if self.trust_env:
+            # Set environment's proxies.
+            no_proxy = proxies.get("no_proxy") if proxies is not None else None
+            env_proxies = get_environ_proxies(url, no_proxy=no_proxy)
+            for k, v in env_proxies.items():
+                proxies.setdefault(k, v)
+
+            # Look for requests environment configuration
+            # and be compatible with cURL.
+            if verify is True or verify is None:
+                verify = (
+                    os.environ.get("REQUESTS_CA_BUNDLE")
+                    or os.environ.get("CURL_CA_BUNDLE")
+                    or verify
+                )
+
+        # Merge all the kwargs.
+        proxies = merge_setting(proxies, self.proxies)
+        stream = merge_setting(stream, self.stream)
+        verify = merge_setting(verify, self.verify)
+        cert = merge_setting(cert, self.cert)
+
+        return {"proxies": proxies, "stream": stream, "verify": verify, "cert": cert}
+
+    def get_adapter(self, url):
+        """
+        Returns the appropriate connection adapter for the given URL.
+
+        :rtype: requests.adapters.BaseAdapter
+        """
+        for prefix, adapter in self.adapters.items():
+            if url.lower().startswith(prefix.lower()):
+                return adapter
+
+        # Nothing matches :-/
+        raise InvalidSchema(f"No connection adapters were found for {url!r}")
+
+    def close(self):
+        """Closes all adapters and as such the session"""
+        for v in self.adapters.values():
+            v.close()
+
+    def mount(self, prefix, adapter):
+        """Registers a connection adapter to a prefix.
+
+        Adapters are sorted in descending order by prefix length.
+        """
+        self.adapters[prefix] = adapter
+        keys_to_move = [k for k in self.adapters if len(k) < len(prefix)]
+
+        for key in keys_to_move:
+            self.adapters[key] = self.adapters.pop(key)
+
+    def __getstate__(self):
+        state = {attr: getattr(self, attr, None) for attr in self.__attrs__}
+        return state
+
+    def __setstate__(self, state):
+        for attr, value in state.items():
+            setattr(self, attr, value)
+
+
+def session():
+    """
+    Returns a :class:`Session` for context-management.
+
+    .. deprecated:: 1.0.0
+
+        This method has been deprecated since version 1.0.0 and is only kept for
+        backwards compatibility. New code should use :class:`~requests.sessions.Session`
+        to create a session. This may be removed at a future date.
+
+    :rtype: Session
+    """
+    return Session()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/status_codes.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/status_codes.py
new file mode 100644
index 000000000..c7945a2f0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/status_codes.py
@@ -0,0 +1,128 @@
+r"""
+The ``codes`` object defines a mapping from common names for HTTP statuses
+to their numerical codes, accessible either as attributes or as dictionary
+items.
+
+Example::
+
+    >>> import requests
+    >>> requests.codes['temporary_redirect']
+    307
+    >>> requests.codes.teapot
+    418
+    >>> requests.codes['\o/']
+    200
+
+Some codes have multiple names, and both upper- and lower-case versions of
+the names are allowed. For example, ``codes.ok``, ``codes.OK``, and
+``codes.okay`` all correspond to the HTTP status code 200.
+"""
+
+from .structures import LookupDict
+
+_codes = {
+    # Informational.
+    100: ("continue",),
+    101: ("switching_protocols",),
+    102: ("processing", "early-hints"),
+    103: ("checkpoint",),
+    122: ("uri_too_long", "request_uri_too_long"),
+    200: ("ok", "okay", "all_ok", "all_okay", "all_good", "\\o/", "✓"),
+    201: ("created",),
+    202: ("accepted",),
+    203: ("non_authoritative_info", "non_authoritative_information"),
+    204: ("no_content",),
+    205: ("reset_content", "reset"),
+    206: ("partial_content", "partial"),
+    207: ("multi_status", "multiple_status", "multi_stati", "multiple_stati"),
+    208: ("already_reported",),
+    226: ("im_used",),
+    # Redirection.
+    300: ("multiple_choices",),
+    301: ("moved_permanently", "moved", "\\o-"),
+    302: ("found",),
+    303: ("see_other", "other"),
+    304: ("not_modified",),
+    305: ("use_proxy",),
+    306: ("switch_proxy",),
+    307: ("temporary_redirect", "temporary_moved", "temporary"),
+    308: (
+        "permanent_redirect",
+        "resume_incomplete",
+        "resume",
+    ),  # "resume" and "resume_incomplete" to be removed in 3.0
+    # Client Error.
+    400: ("bad_request", "bad"),
+    401: ("unauthorized",),
+    402: ("payment_required", "payment"),
+    403: ("forbidden",),
+    404: ("not_found", "-o-"),
+    405: ("method_not_allowed", "not_allowed"),
+    406: ("not_acceptable",),
+    407: ("proxy_authentication_required", "proxy_auth", "proxy_authentication"),
+    408: ("request_timeout", "timeout"),
+    409: ("conflict",),
+    410: ("gone",),
+    411: ("length_required",),
+    412: ("precondition_failed", "precondition"),
+    413: ("request_entity_too_large", "content_too_large"),
+    414: ("request_uri_too_large", "uri_too_long"),
+    415: ("unsupported_media_type", "unsupported_media", "media_type"),
+    416: (
+        "requested_range_not_satisfiable",
+        "requested_range",
+        "range_not_satisfiable",
+    ),
+    417: ("expectation_failed",),
+    418: ("im_a_teapot", "teapot", "i_am_a_teapot"),
+    421: ("misdirected_request",),
+    422: ("unprocessable_entity", "unprocessable", "unprocessable_content"),
+    423: ("locked",),
+    424: ("failed_dependency", "dependency"),
+    425: ("unordered_collection", "unordered", "too_early"),
+    426: ("upgrade_required", "upgrade"),
+    428: ("precondition_required", "precondition"),
+    429: ("too_many_requests", "too_many"),
+    431: ("header_fields_too_large", "fields_too_large"),
+    444: ("no_response", "none"),
+    449: ("retry_with", "retry"),
+    450: ("blocked_by_windows_parental_controls", "parental_controls"),
+    451: ("unavailable_for_legal_reasons", "legal_reasons"),
+    499: ("client_closed_request",),
+    # Server Error.
+    500: ("internal_server_error", "server_error", "/o\\", "✗"),
+    501: ("not_implemented",),
+    502: ("bad_gateway",),
+    503: ("service_unavailable", "unavailable"),
+    504: ("gateway_timeout",),
+    505: ("http_version_not_supported", "http_version"),
+    506: ("variant_also_negotiates",),
+    507: ("insufficient_storage",),
+    509: ("bandwidth_limit_exceeded", "bandwidth"),
+    510: ("not_extended",),
+    511: ("network_authentication_required", "network_auth", "network_authentication"),
+}
+
+codes = LookupDict(name="status_codes")
+
+
+def _init():
+    for code, titles in _codes.items():
+        for title in titles:
+            setattr(codes, title, code)
+            if not title.startswith(("\\", "/")):
+                setattr(codes, title.upper(), code)
+
+    def doc(code):
+        names = ", ".join(f"``{n}``" for n in _codes[code])
+        return "* %d: %s" % (code, names)
+
+    global __doc__
+    __doc__ = (
+        __doc__ + "\n" + "\n".join(doc(code) for code in sorted(_codes))
+        if __doc__ is not None
+        else None
+    )
+
+
+_init()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/structures.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/structures.py
new file mode 100644
index 000000000..188e13e48
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/structures.py
@@ -0,0 +1,99 @@
+"""
+requests.structures
+~~~~~~~~~~~~~~~~~~~
+
+Data structures that power Requests.
+"""
+
+from collections import OrderedDict
+
+from .compat import Mapping, MutableMapping
+
+
+class CaseInsensitiveDict(MutableMapping):
+    """A case-insensitive ``dict``-like object.
+
+    Implements all methods and operations of
+    ``MutableMapping`` as well as dict's ``copy``. Also
+    provides ``lower_items``.
+
+    All keys are expected to be strings. The structure remembers the
+    case of the last key to be set, and ``iter(instance)``,
+    ``keys()``, ``items()``, ``iterkeys()``, and ``iteritems()``
+    will contain case-sensitive keys. However, querying and contains
+    testing is case insensitive::
+
+        cid = CaseInsensitiveDict()
+        cid['Accept'] = 'application/json'
+        cid['aCCEPT'] == 'application/json'  # True
+        list(cid) == ['Accept']  # True
+
+    For example, ``headers['content-encoding']`` will return the
+    value of a ``'Content-Encoding'`` response header, regardless
+    of how the header name was originally stored.
+
+    If the constructor, ``.update``, or equality comparison
+    operations are given keys that have equal ``.lower()``s, the
+    behavior is undefined.
+    """
+
+    def __init__(self, data=None, **kwargs):
+        self._store = OrderedDict()
+        if data is None:
+            data = {}
+        self.update(data, **kwargs)
+
+    def __setitem__(self, key, value):
+        # Use the lowercased key for lookups, but store the actual
+        # key alongside the value.
+        self._store[key.lower()] = (key, value)
+
+    def __getitem__(self, key):
+        return self._store[key.lower()][1]
+
+    def __delitem__(self, key):
+        del self._store[key.lower()]
+
+    def __iter__(self):
+        return (casedkey for casedkey, mappedvalue in self._store.values())
+
+    def __len__(self):
+        return len(self._store)
+
+    def lower_items(self):
+        """Like iteritems(), but with all lowercase keys."""
+        return ((lowerkey, keyval[1]) for (lowerkey, keyval) in self._store.items())
+
+    def __eq__(self, other):
+        if isinstance(other, Mapping):
+            other = CaseInsensitiveDict(other)
+        else:
+            return NotImplemented
+        # Compare insensitively
+        return dict(self.lower_items()) == dict(other.lower_items())
+
+    # Copy is required
+    def copy(self):
+        return CaseInsensitiveDict(self._store.values())
+
+    def __repr__(self):
+        return str(dict(self.items()))
+
+
+class LookupDict(dict):
+    """Dictionary lookup object."""
+
+    def __init__(self, name=None):
+        self.name = name
+        super().__init__()
+
+    def __repr__(self):
+        return f"<lookup '{self.name}'>"
+
+    def __getitem__(self, key):
+        # We allow fall-through here, so values default to None
+
+        return self.__dict__.get(key, None)
+
+    def get(self, key, default=None):
+        return self.__dict__.get(key, default)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/utils.py
new file mode 100644
index 000000000..ae6c42f6c
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/requests/utils.py
@@ -0,0 +1,1096 @@
+"""
+requests.utils
+~~~~~~~~~~~~~~
+
+This module provides utility functions that are used within Requests
+that are also useful for external consumption.
+"""
+
+import codecs
+import contextlib
+import io
+import os
+import re
+import socket
+import struct
+import sys
+import tempfile
+import warnings
+import zipfile
+from collections import OrderedDict
+
+from urllib3.util import make_headers, parse_url
+
+from . import certs
+from .__version__ import __version__
+
+# to_native_string is unused here, but imported here for backwards compatibility
+from ._internal_utils import (  # noqa: F401
+    _HEADER_VALIDATORS_BYTE,
+    _HEADER_VALIDATORS_STR,
+    HEADER_VALIDATORS,
+    to_native_string,
+)
+from .compat import (
+    Mapping,
+    basestring,
+    bytes,
+    getproxies,
+    getproxies_environment,
+    integer_types,
+)
+from .compat import parse_http_list as _parse_list_header
+from .compat import (
+    proxy_bypass,
+    proxy_bypass_environment,
+    quote,
+    str,
+    unquote,
+    urlparse,
+    urlunparse,
+)
+from .cookies import cookiejar_from_dict
+from .exceptions import (
+    FileModeWarning,
+    InvalidHeader,
+    InvalidURL,
+    UnrewindableBodyError,
+)
+from .structures import CaseInsensitiveDict
+
+NETRC_FILES = (".netrc", "_netrc")
+
+DEFAULT_CA_BUNDLE_PATH = certs.where()
+
+DEFAULT_PORTS = {"http": 80, "https": 443}
+
+# Ensure that ', ' is used to preserve previous delimiter behavior.
+DEFAULT_ACCEPT_ENCODING = ", ".join(
+    re.split(r",\s*", make_headers(accept_encoding=True)["accept-encoding"])
+)
+
+
+if sys.platform == "win32":
+    # provide a proxy_bypass version on Windows without DNS lookups
+
+    def proxy_bypass_registry(host):
+        try:
+            import winreg
+        except ImportError:
+            return False
+
+        try:
+            internetSettings = winreg.OpenKey(
+                winreg.HKEY_CURRENT_USER,
+                r"Software\Microsoft\Windows\CurrentVersion\Internet Settings",
+            )
+            # ProxyEnable could be REG_SZ or REG_DWORD, normalizing it
+            proxyEnable = int(winreg.QueryValueEx(internetSettings, "ProxyEnable")[0])
+            # ProxyOverride is almost always a string
+            proxyOverride = winreg.QueryValueEx(internetSettings, "ProxyOverride")[0]
+        except (OSError, ValueError):
+            return False
+        if not proxyEnable or not proxyOverride:
+            return False
+
+        # make a check value list from the registry entry: replace the
+        # '<local>' string by the localhost entry and the corresponding
+        # canonical entry.
+        proxyOverride = proxyOverride.split(";")
+        # filter out empty strings to avoid re.match return true in the following code.
+        proxyOverride = filter(None, proxyOverride)
+        # now check if we match one of the registry values.
+        for test in proxyOverride:
+            if test == "<local>":
+                if "." not in host:
+                    return True
+            test = test.replace(".", r"\.")  # mask dots
+            test = test.replace("*", r".*")  # change glob sequence
+            test = test.replace("?", r".")  # change glob char
+            if re.match(test, host, re.I):
+                return True
+        return False
+
+    def proxy_bypass(host):  # noqa
+        """Return True, if the host should be bypassed.
+
+        Checks proxy settings gathered from the environment, if specified,
+        or the registry.
+        """
+        if getproxies_environment():
+            return proxy_bypass_environment(host)
+        else:
+            return proxy_bypass_registry(host)
+
+
+def dict_to_sequence(d):
+    """Returns an internal sequence dictionary update."""
+
+    if hasattr(d, "items"):
+        d = d.items()
+
+    return d
+
+
+def super_len(o):
+    total_length = None
+    current_position = 0
+
+    if isinstance(o, str):
+        o = o.encode("utf-8")
+
+    if hasattr(o, "__len__"):
+        total_length = len(o)
+
+    elif hasattr(o, "len"):
+        total_length = o.len
+
+    elif hasattr(o, "fileno"):
+        try:
+            fileno = o.fileno()
+        except (io.UnsupportedOperation, AttributeError):
+            # AttributeError is a surprising exception, seeing as how we've just checked
+            # that `hasattr(o, 'fileno')`.  It happens for objects obtained via
+            # `Tarfile.extractfile()`, per issue 5229.
+            pass
+        else:
+            total_length = os.fstat(fileno).st_size
+
+            # Having used fstat to determine the file length, we need to
+            # confirm that this file was opened up in binary mode.
+            if "b" not in o.mode:
+                warnings.warn(
+                    (
+                        "Requests has determined the content-length for this "
+                        "request using the binary size of the file: however, the "
+                        "file has been opened in text mode (i.e. without the 'b' "
+                        "flag in the mode). This may lead to an incorrect "
+                        "content-length. In Requests 3.0, support will be removed "
+                        "for files in text mode."
+                    ),
+                    FileModeWarning,
+                )
+
+    if hasattr(o, "tell"):
+        try:
+            current_position = o.tell()
+        except OSError:
+            # This can happen in some weird situations, such as when the file
+            # is actually a special file descriptor like stdin. In this
+            # instance, we don't know what the length is, so set it to zero and
+            # let requests chunk it instead.
+            if total_length is not None:
+                current_position = total_length
+        else:
+            if hasattr(o, "seek") and total_length is None:
+                # StringIO and BytesIO have seek but no usable fileno
+                try:
+                    # seek to end of file
+                    o.seek(0, 2)
+                    total_length = o.tell()
+
+                    # seek back to current position to support
+                    # partially read file-like objects
+                    o.seek(current_position or 0)
+                except OSError:
+                    total_length = 0
+
+    if total_length is None:
+        total_length = 0
+
+    return max(0, total_length - current_position)
+
+
+def get_netrc_auth(url, raise_errors=False):
+    """Returns the Requests tuple auth for a given url from netrc."""
+
+    netrc_file = os.environ.get("NETRC")
+    if netrc_file is not None:
+        netrc_locations = (netrc_file,)
+    else:
+        netrc_locations = (f"~/{f}" for f in NETRC_FILES)
+
+    try:
+        from netrc import NetrcParseError, netrc
+
+        netrc_path = None
+
+        for f in netrc_locations:
+            try:
+                loc = os.path.expanduser(f)
+            except KeyError:
+                # os.path.expanduser can fail when $HOME is undefined and
+                # getpwuid fails. See https://bugs.python.org/issue20164 &
+                # https://github.com/psf/requests/issues/1846
+                return
+
+            if os.path.exists(loc):
+                netrc_path = loc
+                break
+
+        # Abort early if there isn't one.
+        if netrc_path is None:
+            return
+
+        ri = urlparse(url)
+
+        # Strip port numbers from netloc. This weird `if...encode`` dance is
+        # used for Python 3.2, which doesn't support unicode literals.
+        splitstr = b":"
+        if isinstance(url, str):
+            splitstr = splitstr.decode("ascii")
+        host = ri.netloc.split(splitstr)[0]
+
+        try:
+            _netrc = netrc(netrc_path).authenticators(host)
+            if _netrc:
+                # Return with login / password
+                login_i = 0 if _netrc[0] else 1
+                return (_netrc[login_i], _netrc[2])
+        except (NetrcParseError, OSError):
+            # If there was a parsing error or a permissions issue reading the file,
+            # we'll just skip netrc auth unless explicitly asked to raise errors.
+            if raise_errors:
+                raise
+
+    # App Engine hackiness.
+    except (ImportError, AttributeError):
+        pass
+
+
+def guess_filename(obj):
+    """Tries to guess the filename of the given object."""
+    name = getattr(obj, "name", None)
+    if name and isinstance(name, basestring) and name[0] != "<" and name[-1] != ">":
+        return os.path.basename(name)
+
+
+def extract_zipped_paths(path):
+    """Replace nonexistent paths that look like they refer to a member of a zip
+    archive with the location of an extracted copy of the target, or else
+    just return the provided path unchanged.
+    """
+    if os.path.exists(path):
+        # this is already a valid path, no need to do anything further
+        return path
+
+    # find the first valid part of the provided path and treat that as a zip archive
+    # assume the rest of the path is the name of a member in the archive
+    archive, member = os.path.split(path)
+    while archive and not os.path.exists(archive):
+        archive, prefix = os.path.split(archive)
+        if not prefix:
+            # If we don't check for an empty prefix after the split (in other words, archive remains unchanged after the split),
+            # we _can_ end up in an infinite loop on a rare corner case affecting a small number of users
+            break
+        member = "/".join([prefix, member])
+
+    if not zipfile.is_zipfile(archive):
+        return path
+
+    zip_file = zipfile.ZipFile(archive)
+    if member not in zip_file.namelist():
+        return path
+
+    # we have a valid zip archive and a valid member of that archive
+    tmp = tempfile.gettempdir()
+    extracted_path = os.path.join(tmp, member.split("/")[-1])
+    if not os.path.exists(extracted_path):
+        # use read + write to avoid the creating nested folders, we only want the file, avoids mkdir racing condition
+        with atomic_open(extracted_path) as file_handler:
+            file_handler.write(zip_file.read(member))
+    return extracted_path
+
+
+@contextlib.contextmanager
+def atomic_open(filename):
+    """Write a file to the disk in an atomic fashion"""
+    tmp_descriptor, tmp_name = tempfile.mkstemp(dir=os.path.dirname(filename))
+    try:
+        with os.fdopen(tmp_descriptor, "wb") as tmp_handler:
+            yield tmp_handler
+        os.replace(tmp_name, filename)
+    except BaseException:
+        os.remove(tmp_name)
+        raise
+
+
+def from_key_val_list(value):
+    """Take an object and test to see if it can be represented as a
+    dictionary. Unless it can not be represented as such, return an
+    OrderedDict, e.g.,
+
+    ::
+
+        >>> from_key_val_list([('key', 'val')])
+        OrderedDict([('key', 'val')])
+        >>> from_key_val_list('string')
+        Traceback (most recent call last):
+        ...
+        ValueError: cannot encode objects that are not 2-tuples
+        >>> from_key_val_list({'key': 'val'})
+        OrderedDict([('key', 'val')])
+
+    :rtype: OrderedDict
+    """
+    if value is None:
+        return None
+
+    if isinstance(value, (str, bytes, bool, int)):
+        raise ValueError("cannot encode objects that are not 2-tuples")
+
+    return OrderedDict(value)
+
+
+def to_key_val_list(value):
+    """Take an object and test to see if it can be represented as a
+    dictionary. If it can be, return a list of tuples, e.g.,
+
+    ::
+
+        >>> to_key_val_list([('key', 'val')])
+        [('key', 'val')]
+        >>> to_key_val_list({'key': 'val'})
+        [('key', 'val')]
+        >>> to_key_val_list('string')
+        Traceback (most recent call last):
+        ...
+        ValueError: cannot encode objects that are not 2-tuples
+
+    :rtype: list
+    """
+    if value is None:
+        return None
+
+    if isinstance(value, (str, bytes, bool, int)):
+        raise ValueError("cannot encode objects that are not 2-tuples")
+
+    if isinstance(value, Mapping):
+        value = value.items()
+
+    return list(value)
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def parse_list_header(value):
+    """Parse lists as described by RFC 2068 Section 2.
+
+    In particular, parse comma-separated lists where the elements of
+    the list may include quoted-strings.  A quoted-string could
+    contain a comma.  A non-quoted string could have quotes in the
+    middle.  Quotes are removed automatically after parsing.
+
+    It basically works like :func:`parse_set_header` just that items
+    may appear multiple times and case sensitivity is preserved.
+
+    The return value is a standard :class:`list`:
+
+    >>> parse_list_header('token, "quoted value"')
+    ['token', 'quoted value']
+
+    To create a header from the :class:`list` again, use the
+    :func:`dump_header` function.
+
+    :param value: a string with a list header.
+    :return: :class:`list`
+    :rtype: list
+    """
+    result = []
+    for item in _parse_list_header(value):
+        if item[:1] == item[-1:] == '"':
+            item = unquote_header_value(item[1:-1])
+        result.append(item)
+    return result
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def parse_dict_header(value):
+    """Parse lists of key, value pairs as described by RFC 2068 Section 2 and
+    convert them into a python dict:
+
+    >>> d = parse_dict_header('foo="is a fish", bar="as well"')
+    >>> type(d) is dict
+    True
+    >>> sorted(d.items())
+    [('bar', 'as well'), ('foo', 'is a fish')]
+
+    If there is no value for a key it will be `None`:
+
+    >>> parse_dict_header('key_without_value')
+    {'key_without_value': None}
+
+    To create a header from the :class:`dict` again, use the
+    :func:`dump_header` function.
+
+    :param value: a string with a dict header.
+    :return: :class:`dict`
+    :rtype: dict
+    """
+    result = {}
+    for item in _parse_list_header(value):
+        if "=" not in item:
+            result[item] = None
+            continue
+        name, value = item.split("=", 1)
+        if value[:1] == value[-1:] == '"':
+            value = unquote_header_value(value[1:-1])
+        result[name] = value
+    return result
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def unquote_header_value(value, is_filename=False):
+    r"""Unquotes a header value.  (Reversal of :func:`quote_header_value`).
+    This does not use the real unquoting but what browsers are actually
+    using for quoting.
+
+    :param value: the header value to unquote.
+    :rtype: str
+    """
+    if value and value[0] == value[-1] == '"':
+        # this is not the real unquoting, but fixing this so that the
+        # RFC is met will result in bugs with internet explorer and
+        # probably some other browsers as well.  IE for example is
+        # uploading files with "C:\foo\bar.txt" as filename
+        value = value[1:-1]
+
+        # if this is a filename and the starting characters look like
+        # a UNC path, then just return the value without quotes.  Using the
+        # replace sequence below on a UNC path has the effect of turning
+        # the leading double slash into a single slash and then
+        # _fix_ie_filename() doesn't work correctly.  See #458.
+        if not is_filename or value[:2] != "\\\\":
+            return value.replace("\\\\", "\\").replace('\\"', '"')
+    return value
+
+
+def dict_from_cookiejar(cj):
+    """Returns a key/value dictionary from a CookieJar.
+
+    :param cj: CookieJar object to extract cookies from.
+    :rtype: dict
+    """
+
+    cookie_dict = {cookie.name: cookie.value for cookie in cj}
+    return cookie_dict
+
+
+def add_dict_to_cookiejar(cj, cookie_dict):
+    """Returns a CookieJar from a key/value dictionary.
+
+    :param cj: CookieJar to insert cookies into.
+    :param cookie_dict: Dict of key/values to insert into CookieJar.
+    :rtype: CookieJar
+    """
+
+    return cookiejar_from_dict(cookie_dict, cj)
+
+
+def get_encodings_from_content(content):
+    """Returns encodings from given content string.
+
+    :param content: bytestring to extract encodings from.
+    """
+    warnings.warn(
+        (
+            "In requests 3.0, get_encodings_from_content will be removed. For "
+            "more information, please see the discussion on issue #2266. (This"
+            " warning should only appear once.)"
+        ),
+        DeprecationWarning,
+    )
+
+    charset_re = re.compile(r'<meta.*?charset=["\']*(.+?)["\'>]', flags=re.I)
+    pragma_re = re.compile(r'<meta.*?content=["\']*;?charset=(.+?)["\'>]', flags=re.I)
+    xml_re = re.compile(r'^<\?xml.*?encoding=["\']*(.+?)["\'>]')
+
+    return (
+        charset_re.findall(content)
+        + pragma_re.findall(content)
+        + xml_re.findall(content)
+    )
+
+
+def _parse_content_type_header(header):
+    """Returns content type and parameters from given header
+
+    :param header: string
+    :return: tuple containing content type and dictionary of
+         parameters
+    """
+
+    tokens = header.split(";")
+    content_type, params = tokens[0].strip(), tokens[1:]
+    params_dict = {}
+    items_to_strip = "\"' "
+
+    for param in params:
+        param = param.strip()
+        if param:
+            key, value = param, True
+            index_of_equals = param.find("=")
+            if index_of_equals != -1:
+                key = param[:index_of_equals].strip(items_to_strip)
+                value = param[index_of_equals + 1 :].strip(items_to_strip)
+            params_dict[key.lower()] = value
+    return content_type, params_dict
+
+
+def get_encoding_from_headers(headers):
+    """Returns encodings from given HTTP Header Dict.
+
+    :param headers: dictionary to extract encoding from.
+    :rtype: str
+    """
+
+    content_type = headers.get("content-type")
+
+    if not content_type:
+        return None
+
+    content_type, params = _parse_content_type_header(content_type)
+
+    if "charset" in params:
+        return params["charset"].strip("'\"")
+
+    if "text" in content_type:
+        return "ISO-8859-1"
+
+    if "application/json" in content_type:
+        # Assume UTF-8 based on RFC 4627: https://www.ietf.org/rfc/rfc4627.txt since the charset was unset
+        return "utf-8"
+
+
+def stream_decode_response_unicode(iterator, r):
+    """Stream decodes an iterator."""
+
+    if r.encoding is None:
+        yield from iterator
+        return
+
+    decoder = codecs.getincrementaldecoder(r.encoding)(errors="replace")
+    for chunk in iterator:
+        rv = decoder.decode(chunk)
+        if rv:
+            yield rv
+    rv = decoder.decode(b"", final=True)
+    if rv:
+        yield rv
+
+
+def iter_slices(string, slice_length):
+    """Iterate over slices of a string."""
+    pos = 0
+    if slice_length is None or slice_length <= 0:
+        slice_length = len(string)
+    while pos < len(string):
+        yield string[pos : pos + slice_length]
+        pos += slice_length
+
+
+def get_unicode_from_response(r):
+    """Returns the requested content back in unicode.
+
+    :param r: Response object to get unicode content from.
+
+    Tried:
+
+    1. charset from content-type
+    2. fall back and replace all unicode characters
+
+    :rtype: str
+    """
+    warnings.warn(
+        (
+            "In requests 3.0, get_unicode_from_response will be removed. For "
+            "more information, please see the discussion on issue #2266. (This"
+            " warning should only appear once.)"
+        ),
+        DeprecationWarning,
+    )
+
+    tried_encodings = []
+
+    # Try charset from content-type
+    encoding = get_encoding_from_headers(r.headers)
+
+    if encoding:
+        try:
+            return str(r.content, encoding)
+        except UnicodeError:
+            tried_encodings.append(encoding)
+
+    # Fall back:
+    try:
+        return str(r.content, encoding, errors="replace")
+    except TypeError:
+        return r.content
+
+
+# The unreserved URI characters (RFC 3986)
+UNRESERVED_SET = frozenset(
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" + "0123456789-._~"
+)
+
+
+def unquote_unreserved(uri):
+    """Un-escape any percent-escape sequences in a URI that are unreserved
+    characters. This leaves all reserved, illegal and non-ASCII bytes encoded.
+
+    :rtype: str
+    """
+    parts = uri.split("%")
+    for i in range(1, len(parts)):
+        h = parts[i][0:2]
+        if len(h) == 2 and h.isalnum():
+            try:
+                c = chr(int(h, 16))
+            except ValueError:
+                raise InvalidURL(f"Invalid percent-escape sequence: '{h}'")
+
+            if c in UNRESERVED_SET:
+                parts[i] = c + parts[i][2:]
+            else:
+                parts[i] = f"%{parts[i]}"
+        else:
+            parts[i] = f"%{parts[i]}"
+    return "".join(parts)
+
+
+def requote_uri(uri):
+    """Re-quote the given URI.
+
+    This function passes the given URI through an unquote/quote cycle to
+    ensure that it is fully and consistently quoted.
+
+    :rtype: str
+    """
+    safe_with_percent = "!#$%&'()*+,/:;=?@[]~"
+    safe_without_percent = "!#$&'()*+,/:;=?@[]~"
+    try:
+        # Unquote only the unreserved characters
+        # Then quote only illegal characters (do not quote reserved,
+        # unreserved, or '%')
+        return quote(unquote_unreserved(uri), safe=safe_with_percent)
+    except InvalidURL:
+        # We couldn't unquote the given URI, so let's try quoting it, but
+        # there may be unquoted '%'s in the URI. We need to make sure they're
+        # properly quoted so they do not cause issues elsewhere.
+        return quote(uri, safe=safe_without_percent)
+
+
+def address_in_network(ip, net):
+    """This function allows you to check if an IP belongs to a network subnet
+
+    Example: returns True if ip = 192.168.1.1 and net = 192.168.1.0/24
+             returns False if ip = 192.168.1.1 and net = 192.168.100.0/24
+
+    :rtype: bool
+    """
+    ipaddr = struct.unpack("=L", socket.inet_aton(ip))[0]
+    netaddr, bits = net.split("/")
+    netmask = struct.unpack("=L", socket.inet_aton(dotted_netmask(int(bits))))[0]
+    network = struct.unpack("=L", socket.inet_aton(netaddr))[0] & netmask
+    return (ipaddr & netmask) == (network & netmask)
+
+
+def dotted_netmask(mask):
+    """Converts mask from /xx format to xxx.xxx.xxx.xxx
+
+    Example: if mask is 24 function returns 255.255.255.0
+
+    :rtype: str
+    """
+    bits = 0xFFFFFFFF ^ (1 << 32 - mask) - 1
+    return socket.inet_ntoa(struct.pack(">I", bits))
+
+
+def is_ipv4_address(string_ip):
+    """
+    :rtype: bool
+    """
+    try:
+        socket.inet_aton(string_ip)
+    except OSError:
+        return False
+    return True
+
+
+def is_valid_cidr(string_network):
+    """
+    Very simple check of the cidr format in no_proxy variable.
+
+    :rtype: bool
+    """
+    if string_network.count("/") == 1:
+        try:
+            mask = int(string_network.split("/")[1])
+        except ValueError:
+            return False
+
+        if mask < 1 or mask > 32:
+            return False
+
+        try:
+            socket.inet_aton(string_network.split("/")[0])
+        except OSError:
+            return False
+    else:
+        return False
+    return True
+
+
+@contextlib.contextmanager
+def set_environ(env_name, value):
+    """Set the environment variable 'env_name' to 'value'
+
+    Save previous value, yield, and then restore the previous value stored in
+    the environment variable 'env_name'.
+
+    If 'value' is None, do nothing"""
+    value_changed = value is not None
+    if value_changed:
+        old_value = os.environ.get(env_name)
+        os.environ[env_name] = value
+    try:
+        yield
+    finally:
+        if value_changed:
+            if old_value is None:
+                del os.environ[env_name]
+            else:
+                os.environ[env_name] = old_value
+
+
+def should_bypass_proxies(url, no_proxy):
+    """
+    Returns whether we should bypass proxies or not.
+
+    :rtype: bool
+    """
+
+    # Prioritize lowercase environment variables over uppercase
+    # to keep a consistent behaviour with other http projects (curl, wget).
+    def get_proxy(key):
+        return os.environ.get(key) or os.environ.get(key.upper())
+
+    # First check whether no_proxy is defined. If it is, check that the URL
+    # we're getting isn't in the no_proxy list.
+    no_proxy_arg = no_proxy
+    if no_proxy is None:
+        no_proxy = get_proxy("no_proxy")
+    parsed = urlparse(url)
+
+    if parsed.hostname is None:
+        # URLs don't always have hostnames, e.g. file:/// urls.
+        return True
+
+    if no_proxy:
+        # We need to check whether we match here. We need to see if we match
+        # the end of the hostname, both with and without the port.
+        no_proxy = (host for host in no_proxy.replace(" ", "").split(",") if host)
+
+        if is_ipv4_address(parsed.hostname):
+            for proxy_ip in no_proxy:
+                if is_valid_cidr(proxy_ip):
+                    if address_in_network(parsed.hostname, proxy_ip):
+                        return True
+                elif parsed.hostname == proxy_ip:
+                    # If no_proxy ip was defined in plain IP notation instead of cidr notation &
+                    # matches the IP of the index
+                    return True
+        else:
+            host_with_port = parsed.hostname
+            if parsed.port:
+                host_with_port += f":{parsed.port}"
+
+            for host in no_proxy:
+                if parsed.hostname.endswith(host) or host_with_port.endswith(host):
+                    # The URL does match something in no_proxy, so we don't want
+                    # to apply the proxies on this URL.
+                    return True
+
+    with set_environ("no_proxy", no_proxy_arg):
+        # parsed.hostname can be `None` in cases such as a file URI.
+        try:
+            bypass = proxy_bypass(parsed.hostname)
+        except (TypeError, socket.gaierror):
+            bypass = False
+
+    if bypass:
+        return True
+
+    return False
+
+
+def get_environ_proxies(url, no_proxy=None):
+    """
+    Return a dict of environment proxies.
+
+    :rtype: dict
+    """
+    if should_bypass_proxies(url, no_proxy=no_proxy):
+        return {}
+    else:
+        return getproxies()
+
+
+def select_proxy(url, proxies):
+    """Select a proxy for the url, if applicable.
+
+    :param url: The url being for the request
+    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
+    """
+    proxies = proxies or {}
+    urlparts = urlparse(url)
+    if urlparts.hostname is None:
+        return proxies.get(urlparts.scheme, proxies.get("all"))
+
+    proxy_keys = [
+        urlparts.scheme + "://" + urlparts.hostname,
+        urlparts.scheme,
+        "all://" + urlparts.hostname,
+        "all",
+    ]
+    proxy = None
+    for proxy_key in proxy_keys:
+        if proxy_key in proxies:
+            proxy = proxies[proxy_key]
+            break
+
+    return proxy
+
+
+def resolve_proxies(request, proxies, trust_env=True):
+    """This method takes proxy information from a request and configuration
+    input to resolve a mapping of target proxies. This will consider settings
+    such as NO_PROXY to strip proxy configurations.
+
+    :param request: Request or PreparedRequest
+    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
+    :param trust_env: Boolean declaring whether to trust environment configs
+
+    :rtype: dict
+    """
+    proxies = proxies if proxies is not None else {}
+    url = request.url
+    scheme = urlparse(url).scheme
+    no_proxy = proxies.get("no_proxy")
+    new_proxies = proxies.copy()
+
+    if trust_env and not should_bypass_proxies(url, no_proxy=no_proxy):
+        environ_proxies = get_environ_proxies(url, no_proxy=no_proxy)
+
+        proxy = environ_proxies.get(scheme, environ_proxies.get("all"))
+
+        if proxy:
+            new_proxies.setdefault(scheme, proxy)
+    return new_proxies
+
+
+def default_user_agent(name="python-requests"):
+    """
+    Return a string representing the default user agent.
+
+    :rtype: str
+    """
+    return f"{name}/{__version__}"
+
+
+def default_headers():
+    """
+    :rtype: requests.structures.CaseInsensitiveDict
+    """
+    return CaseInsensitiveDict(
+        {
+            "User-Agent": default_user_agent(),
+            "Accept-Encoding": DEFAULT_ACCEPT_ENCODING,
+            "Accept": "*/*",
+            "Connection": "keep-alive",
+        }
+    )
+
+
+def parse_header_links(value):
+    """Return a list of parsed link headers proxies.
+
+    i.e. Link: <http:/.../front.jpeg>; rel=front; type="image/jpeg",<http://.../back.jpeg>; rel=back;type="image/jpeg"
+
+    :rtype: list
+    """
+
+    links = []
+
+    replace_chars = " '\""
+
+    value = value.strip(replace_chars)
+    if not value:
+        return links
+
+    for val in re.split(", *<", value):
+        try:
+            url, params = val.split(";", 1)
+        except ValueError:
+            url, params = val, ""
+
+        link = {"url": url.strip("<> '\"")}
+
+        for param in params.split(";"):
+            try:
+                key, value = param.split("=")
+            except ValueError:
+                break
+
+            link[key.strip(replace_chars)] = value.strip(replace_chars)
+
+        links.append(link)
+
+    return links
+
+
+# Null bytes; no need to recreate these on each call to guess_json_utf
+_null = "\x00".encode("ascii")  # encoding to ASCII for Python 3
+_null2 = _null * 2
+_null3 = _null * 3
+
+
+def guess_json_utf(data):
+    """
+    :rtype: str
+    """
+    # JSON always starts with two ASCII characters, so detection is as
+    # easy as counting the nulls and from their location and count
+    # determine the encoding. Also detect a BOM, if present.
+    sample = data[:4]
+    if sample in (codecs.BOM_UTF32_LE, codecs.BOM_UTF32_BE):
+        return "utf-32"  # BOM included
+    if sample[:3] == codecs.BOM_UTF8:
+        return "utf-8-sig"  # BOM included, MS style (discouraged)
+    if sample[:2] in (codecs.BOM_UTF16_LE, codecs.BOM_UTF16_BE):
+        return "utf-16"  # BOM included
+    nullcount = sample.count(_null)
+    if nullcount == 0:
+        return "utf-8"
+    if nullcount == 2:
+        if sample[::2] == _null2:  # 1st and 3rd are null
+            return "utf-16-be"
+        if sample[1::2] == _null2:  # 2nd and 4th are null
+            return "utf-16-le"
+        # Did not detect 2 valid UTF-16 ascii-range characters
+    if nullcount == 3:
+        if sample[:3] == _null3:
+            return "utf-32-be"
+        if sample[1:] == _null3:
+            return "utf-32-le"
+        # Did not detect a valid UTF-32 ascii-range character
+    return None
+
+
+def prepend_scheme_if_needed(url, new_scheme):
+    """Given a URL that may or may not have a scheme, prepend the given scheme.
+    Does not replace a present scheme with the one provided as an argument.
+
+    :rtype: str
+    """
+    parsed = parse_url(url)
+    scheme, auth, host, port, path, query, fragment = parsed
+
+    # A defect in urlparse determines that there isn't a netloc present in some
+    # urls. We previously assumed parsing was overly cautious, and swapped the
+    # netloc and path. Due to a lack of tests on the original defect, this is
+    # maintained with parse_url for backwards compatibility.
+    netloc = parsed.netloc
+    if not netloc:
+        netloc, path = path, netloc
+
+    if auth:
+        # parse_url doesn't provide the netloc with auth
+        # so we'll add it ourselves.
+        netloc = "@".join([auth, netloc])
+    if scheme is None:
+        scheme = new_scheme
+    if path is None:
+        path = ""
+
+    return urlunparse((scheme, netloc, path, "", query, fragment))
+
+
+def get_auth_from_url(url):
+    """Given a url with authentication components, extract them into a tuple of
+    username,password.
+
+    :rtype: (str,str)
+    """
+    parsed = urlparse(url)
+
+    try:
+        auth = (unquote(parsed.username), unquote(parsed.password))
+    except (AttributeError, TypeError):
+        auth = ("", "")
+
+    return auth
+
+
+def check_header_validity(header):
+    """Verifies that header parts don't contain leading whitespace
+    reserved characters, or return characters.
+
+    :param header: tuple, in the format (name, value).
+    """
+    name, value = header
+    _validate_header_part(header, name, 0)
+    _validate_header_part(header, value, 1)
+
+
+def _validate_header_part(header, header_part, header_validator_index):
+    if isinstance(header_part, str):
+        validator = _HEADER_VALIDATORS_STR[header_validator_index]
+    elif isinstance(header_part, bytes):
+        validator = _HEADER_VALIDATORS_BYTE[header_validator_index]
+    else:
+        raise InvalidHeader(
+            f"Header part ({header_part!r}) from {header} "
+            f"must be of type str or bytes, not {type(header_part)}"
+        )
+
+    if not validator.match(header_part):
+        header_kind = "name" if header_validator_index == 0 else "value"
+        raise InvalidHeader(
+            f"Invalid leading whitespace, reserved character(s), or return "
+            f"character(s) in header {header_kind}: {header_part!r}"
+        )
+
+
+def urldefragauth(url):
+    """
+    Given a url remove the fragment and the authentication part.
+
+    :rtype: str
+    """
+    scheme, netloc, path, params, query, fragment = urlparse(url)
+
+    # see func:`prepend_scheme_if_needed`
+    if not netloc:
+        netloc, path = path, netloc
+
+    netloc = netloc.rsplit("@", 1)[-1]
+
+    return urlunparse((scheme, netloc, path, params, query, ""))
+
+
+def rewind_body(prepared_request):
+    """Move file pointer back to its recorded starting position
+    so it can be read again on redirect.
+    """
+    body_seek = getattr(prepared_request.body, "seek", None)
+    if body_seek is not None and isinstance(
+        prepared_request._body_position, integer_types
+    ):
+        try:
+            body_seek(prepared_request._body_position)
+        except OSError:
+            raise UnrewindableBodyError(
+                "An error occurred when rewinding request body for redirect."
+            )
+    else:
+        raise UnrewindableBodyError("Unable to rewind request body for redirect.")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/LICENSE
new file mode 100644
index 000000000..de6633112
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/LICENSE
@@ -0,0 +1,18 @@
+Copyright (c) 2010-2020 Benjamin Peterson
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in
+the Software without restriction, including without limitation the rights to
+use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
+the Software, and to permit persons to whom the Software is furnished to do so,
+subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
+FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
+COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
+IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/METADATA
new file mode 100644
index 000000000..6d7525c2e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/METADATA
@@ -0,0 +1,49 @@
+Metadata-Version: 2.1
+Name: six
+Version: 1.16.0
+Summary: Python 2 and 3 compatibility utilities
+Home-page: https://github.com/benjaminp/six
+Author: Benjamin Peterson
+Author-email: benjamin@python.org
+License: MIT
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 3
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Topic :: Software Development :: Libraries
+Classifier: Topic :: Utilities
+Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*
+
+.. image:: https://img.shields.io/pypi/v/six.svg
+   :target: https://pypi.org/project/six/
+   :alt: six on PyPI
+
+.. image:: https://travis-ci.org/benjaminp/six.svg?branch=master
+   :target: https://travis-ci.org/benjaminp/six
+   :alt: six on TravisCI
+
+.. image:: https://readthedocs.org/projects/six/badge/?version=latest
+   :target: https://six.readthedocs.io/
+   :alt: six's documentation on Read the Docs
+
+.. image:: https://img.shields.io/badge/license-MIT-green.svg
+   :target: https://github.com/benjaminp/six/blob/master/LICENSE
+   :alt: MIT License badge
+
+Six is a Python 2 and 3 compatibility library.  It provides utility functions
+for smoothing over the differences between the Python versions with the goal of
+writing Python code that is compatible on both Python versions.  See the
+documentation for more information on what is provided.
+
+Six supports Python 2.7 and 3.3+.  It is contained in only one Python
+file, so it can be easily copied into your project. (The copyright and license
+notice must be retained.)
+
+Online documentation is at https://six.readthedocs.io/.
+
+Bugs can be reported to https://github.com/benjaminp/six.  The code can also
+be found there.
+
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/RECORD
new file mode 100644
index 000000000..17e2e083f
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/RECORD
@@ -0,0 +1,8 @@
+__pycache__/six.cpython-311.pyc,,
+six-1.16.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+six-1.16.0.dist-info/LICENSE,sha256=i7hQxWWqOJ_cFvOkaWWtI9gq3_YPI5P8J2K2MYXo5sk,1066
+six-1.16.0.dist-info/METADATA,sha256=VQcGIFCAEmfZcl77E5riPCN4v2TIsc_qtacnjxKHJoI,1795
+six-1.16.0.dist-info/RECORD,,
+six-1.16.0.dist-info/WHEEL,sha256=Z-nyYpwrcSqxfdux5Mbn_DQ525iP7J2DG3JgGvOYyTQ,110
+six-1.16.0.dist-info/top_level.txt,sha256=_iVH_iYEtEXnD8nYGQYpYFUvkUW9sEO1GYbkeKSAais,4
+six.py,sha256=TOOfQi7nFGfMrIvtdr6wX4wyHH8M7aknmuLfo2cBBrM,34549
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/WHEEL
new file mode 100644
index 000000000..01b8fc7d4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.36.2)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/top_level.txt
new file mode 100644
index 000000000..ffe2fce49
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+six
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six.py b/eventbridge-lambda-bedrock/functions/layers/python/six.py
new file mode 100644
index 000000000..4e15675d8
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/six.py
@@ -0,0 +1,998 @@
+# Copyright (c) 2010-2020 Benjamin Peterson
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+"""Utilities for writing code that runs on Python 2 and 3"""
+
+from __future__ import absolute_import
+
+import functools
+import itertools
+import operator
+import sys
+import types
+
+__author__ = "Benjamin Peterson <benjamin@python.org>"
+__version__ = "1.16.0"
+
+
+# Useful for very coarse version differentiation.
+PY2 = sys.version_info[0] == 2
+PY3 = sys.version_info[0] == 3
+PY34 = sys.version_info[0:2] >= (3, 4)
+
+if PY3:
+    string_types = str,
+    integer_types = int,
+    class_types = type,
+    text_type = str
+    binary_type = bytes
+
+    MAXSIZE = sys.maxsize
+else:
+    string_types = basestring,
+    integer_types = (int, long)
+    class_types = (type, types.ClassType)
+    text_type = unicode
+    binary_type = str
+
+    if sys.platform.startswith("java"):
+        # Jython always uses 32 bits.
+        MAXSIZE = int((1 << 31) - 1)
+    else:
+        # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
+        class X(object):
+
+            def __len__(self):
+                return 1 << 31
+        try:
+            len(X())
+        except OverflowError:
+            # 32-bit
+            MAXSIZE = int((1 << 31) - 1)
+        else:
+            # 64-bit
+            MAXSIZE = int((1 << 63) - 1)
+        del X
+
+if PY34:
+    from importlib.util import spec_from_loader
+else:
+    spec_from_loader = None
+
+
+def _add_doc(func, doc):
+    """Add documentation to a function."""
+    func.__doc__ = doc
+
+
+def _import_module(name):
+    """Import module, returning the module after the last dot."""
+    __import__(name)
+    return sys.modules[name]
+
+
+class _LazyDescr(object):
+
+    def __init__(self, name):
+        self.name = name
+
+    def __get__(self, obj, tp):
+        result = self._resolve()
+        setattr(obj, self.name, result)  # Invokes __set__.
+        try:
+            # This is a bit ugly, but it avoids running this again by
+            # removing this descriptor.
+            delattr(obj.__class__, self.name)
+        except AttributeError:
+            pass
+        return result
+
+
+class MovedModule(_LazyDescr):
+
+    def __init__(self, name, old, new=None):
+        super(MovedModule, self).__init__(name)
+        if PY3:
+            if new is None:
+                new = name
+            self.mod = new
+        else:
+            self.mod = old
+
+    def _resolve(self):
+        return _import_module(self.mod)
+
+    def __getattr__(self, attr):
+        _module = self._resolve()
+        value = getattr(_module, attr)
+        setattr(self, attr, value)
+        return value
+
+
+class _LazyModule(types.ModuleType):
+
+    def __init__(self, name):
+        super(_LazyModule, self).__init__(name)
+        self.__doc__ = self.__class__.__doc__
+
+    def __dir__(self):
+        attrs = ["__doc__", "__name__"]
+        attrs += [attr.name for attr in self._moved_attributes]
+        return attrs
+
+    # Subclasses should override this
+    _moved_attributes = []
+
+
+class MovedAttribute(_LazyDescr):
+
+    def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
+        super(MovedAttribute, self).__init__(name)
+        if PY3:
+            if new_mod is None:
+                new_mod = name
+            self.mod = new_mod
+            if new_attr is None:
+                if old_attr is None:
+                    new_attr = name
+                else:
+                    new_attr = old_attr
+            self.attr = new_attr
+        else:
+            self.mod = old_mod
+            if old_attr is None:
+                old_attr = name
+            self.attr = old_attr
+
+    def _resolve(self):
+        module = _import_module(self.mod)
+        return getattr(module, self.attr)
+
+
+class _SixMetaPathImporter(object):
+
+    """
+    A meta path importer to import six.moves and its submodules.
+
+    This class implements a PEP302 finder and loader. It should be compatible
+    with Python 2.5 and all existing versions of Python3
+    """
+
+    def __init__(self, six_module_name):
+        self.name = six_module_name
+        self.known_modules = {}
+
+    def _add_module(self, mod, *fullnames):
+        for fullname in fullnames:
+            self.known_modules[self.name + "." + fullname] = mod
+
+    def _get_module(self, fullname):
+        return self.known_modules[self.name + "." + fullname]
+
+    def find_module(self, fullname, path=None):
+        if fullname in self.known_modules:
+            return self
+        return None
+
+    def find_spec(self, fullname, path, target=None):
+        if fullname in self.known_modules:
+            return spec_from_loader(fullname, self)
+        return None
+
+    def __get_module(self, fullname):
+        try:
+            return self.known_modules[fullname]
+        except KeyError:
+            raise ImportError("This loader does not know module " + fullname)
+
+    def load_module(self, fullname):
+        try:
+            # in case of a reload
+            return sys.modules[fullname]
+        except KeyError:
+            pass
+        mod = self.__get_module(fullname)
+        if isinstance(mod, MovedModule):
+            mod = mod._resolve()
+        else:
+            mod.__loader__ = self
+        sys.modules[fullname] = mod
+        return mod
+
+    def is_package(self, fullname):
+        """
+        Return true, if the named module is a package.
+
+        We need this method to get correct spec objects with
+        Python 3.4 (see PEP451)
+        """
+        return hasattr(self.__get_module(fullname), "__path__")
+
+    def get_code(self, fullname):
+        """Return None
+
+        Required, if is_package is implemented"""
+        self.__get_module(fullname)  # eventually raises ImportError
+        return None
+    get_source = get_code  # same as get_code
+
+    def create_module(self, spec):
+        return self.load_module(spec.name)
+
+    def exec_module(self, module):
+        pass
+
+_importer = _SixMetaPathImporter(__name__)
+
+
+class _MovedItems(_LazyModule):
+
+    """Lazy loading of moved objects"""
+    __path__ = []  # mark as package
+
+
+_moved_attributes = [
+    MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
+    MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
+    MovedAttribute("filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"),
+    MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
+    MovedAttribute("intern", "__builtin__", "sys"),
+    MovedAttribute("map", "itertools", "builtins", "imap", "map"),
+    MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
+    MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
+    MovedAttribute("getoutput", "commands", "subprocess"),
+    MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute("reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"),
+    MovedAttribute("reduce", "__builtin__", "functools"),
+    MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
+    MovedAttribute("StringIO", "StringIO", "io"),
+    MovedAttribute("UserDict", "UserDict", "collections"),
+    MovedAttribute("UserList", "UserList", "collections"),
+    MovedAttribute("UserString", "UserString", "collections"),
+    MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
+    MovedAttribute("zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"),
+    MovedModule("builtins", "__builtin__"),
+    MovedModule("configparser", "ConfigParser"),
+    MovedModule("collections_abc", "collections", "collections.abc" if sys.version_info >= (3, 3) else "collections"),
+    MovedModule("copyreg", "copy_reg"),
+    MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
+    MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
+    MovedModule("_dummy_thread", "dummy_thread", "_dummy_thread" if sys.version_info < (3, 9) else "_thread"),
+    MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
+    MovedModule("http_cookies", "Cookie", "http.cookies"),
+    MovedModule("html_entities", "htmlentitydefs", "html.entities"),
+    MovedModule("html_parser", "HTMLParser", "html.parser"),
+    MovedModule("http_client", "httplib", "http.client"),
+    MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
+    MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
+    MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
+    MovedModule("email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"),
+    MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
+    MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
+    MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
+    MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
+    MovedModule("cPickle", "cPickle", "pickle"),
+    MovedModule("queue", "Queue"),
+    MovedModule("reprlib", "repr"),
+    MovedModule("socketserver", "SocketServer"),
+    MovedModule("_thread", "thread", "_thread"),
+    MovedModule("tkinter", "Tkinter"),
+    MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
+    MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
+    MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
+    MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
+    MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
+    MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
+    MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
+    MovedModule("tkinter_colorchooser", "tkColorChooser",
+                "tkinter.colorchooser"),
+    MovedModule("tkinter_commondialog", "tkCommonDialog",
+                "tkinter.commondialog"),
+    MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_font", "tkFont", "tkinter.font"),
+    MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
+    MovedModule("tkinter_tksimpledialog", "tkSimpleDialog",
+                "tkinter.simpledialog"),
+    MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
+    MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
+    MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
+    MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
+    MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
+    MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
+]
+# Add windows specific modules.
+if sys.platform == "win32":
+    _moved_attributes += [
+        MovedModule("winreg", "_winreg"),
+    ]
+
+for attr in _moved_attributes:
+    setattr(_MovedItems, attr.name, attr)
+    if isinstance(attr, MovedModule):
+        _importer._add_module(attr, "moves." + attr.name)
+del attr
+
+_MovedItems._moved_attributes = _moved_attributes
+
+moves = _MovedItems(__name__ + ".moves")
+_importer._add_module(moves, "moves")
+
+
+class Module_six_moves_urllib_parse(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_parse"""
+
+
+_urllib_parse_moved_attributes = [
+    MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
+    MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
+    MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
+    MovedAttribute("urljoin", "urlparse", "urllib.parse"),
+    MovedAttribute("urlparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("quote", "urllib", "urllib.parse"),
+    MovedAttribute("quote_plus", "urllib", "urllib.parse"),
+    MovedAttribute("unquote", "urllib", "urllib.parse"),
+    MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
+    MovedAttribute("unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"),
+    MovedAttribute("urlencode", "urllib", "urllib.parse"),
+    MovedAttribute("splitquery", "urllib", "urllib.parse"),
+    MovedAttribute("splittag", "urllib", "urllib.parse"),
+    MovedAttribute("splituser", "urllib", "urllib.parse"),
+    MovedAttribute("splitvalue", "urllib", "urllib.parse"),
+    MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_params", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_query", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
+]
+for attr in _urllib_parse_moved_attributes:
+    setattr(Module_six_moves_urllib_parse, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
+                      "moves.urllib_parse", "moves.urllib.parse")
+
+
+class Module_six_moves_urllib_error(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_error"""
+
+
+_urllib_error_moved_attributes = [
+    MovedAttribute("URLError", "urllib2", "urllib.error"),
+    MovedAttribute("HTTPError", "urllib2", "urllib.error"),
+    MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
+]
+for attr in _urllib_error_moved_attributes:
+    setattr(Module_six_moves_urllib_error, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
+                      "moves.urllib_error", "moves.urllib.error")
+
+
+class Module_six_moves_urllib_request(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_request"""
+
+
+_urllib_request_moved_attributes = [
+    MovedAttribute("urlopen", "urllib2", "urllib.request"),
+    MovedAttribute("install_opener", "urllib2", "urllib.request"),
+    MovedAttribute("build_opener", "urllib2", "urllib.request"),
+    MovedAttribute("pathname2url", "urllib", "urllib.request"),
+    MovedAttribute("url2pathname", "urllib", "urllib.request"),
+    MovedAttribute("getproxies", "urllib", "urllib.request"),
+    MovedAttribute("Request", "urllib2", "urllib.request"),
+    MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
+    MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FileHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("urlretrieve", "urllib", "urllib.request"),
+    MovedAttribute("urlcleanup", "urllib", "urllib.request"),
+    MovedAttribute("URLopener", "urllib", "urllib.request"),
+    MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
+    MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
+    MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
+    MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
+]
+for attr in _urllib_request_moved_attributes:
+    setattr(Module_six_moves_urllib_request, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
+                      "moves.urllib_request", "moves.urllib.request")
+
+
+class Module_six_moves_urllib_response(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_response"""
+
+
+_urllib_response_moved_attributes = [
+    MovedAttribute("addbase", "urllib", "urllib.response"),
+    MovedAttribute("addclosehook", "urllib", "urllib.response"),
+    MovedAttribute("addinfo", "urllib", "urllib.response"),
+    MovedAttribute("addinfourl", "urllib", "urllib.response"),
+]
+for attr in _urllib_response_moved_attributes:
+    setattr(Module_six_moves_urllib_response, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
+                      "moves.urllib_response", "moves.urllib.response")
+
+
+class Module_six_moves_urllib_robotparser(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_robotparser"""
+
+
+_urllib_robotparser_moved_attributes = [
+    MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
+]
+for attr in _urllib_robotparser_moved_attributes:
+    setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_robotparser._moved_attributes = _urllib_robotparser_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
+                      "moves.urllib_robotparser", "moves.urllib.robotparser")
+
+
+class Module_six_moves_urllib(types.ModuleType):
+
+    """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
+    __path__ = []  # mark as package
+    parse = _importer._get_module("moves.urllib_parse")
+    error = _importer._get_module("moves.urllib_error")
+    request = _importer._get_module("moves.urllib_request")
+    response = _importer._get_module("moves.urllib_response")
+    robotparser = _importer._get_module("moves.urllib_robotparser")
+
+    def __dir__(self):
+        return ['parse', 'error', 'request', 'response', 'robotparser']
+
+_importer._add_module(Module_six_moves_urllib(__name__ + ".moves.urllib"),
+                      "moves.urllib")
+
+
+def add_move(move):
+    """Add an item to six.moves."""
+    setattr(_MovedItems, move.name, move)
+
+
+def remove_move(name):
+    """Remove item from six.moves."""
+    try:
+        delattr(_MovedItems, name)
+    except AttributeError:
+        try:
+            del moves.__dict__[name]
+        except KeyError:
+            raise AttributeError("no such move, %r" % (name,))
+
+
+if PY3:
+    _meth_func = "__func__"
+    _meth_self = "__self__"
+
+    _func_closure = "__closure__"
+    _func_code = "__code__"
+    _func_defaults = "__defaults__"
+    _func_globals = "__globals__"
+else:
+    _meth_func = "im_func"
+    _meth_self = "im_self"
+
+    _func_closure = "func_closure"
+    _func_code = "func_code"
+    _func_defaults = "func_defaults"
+    _func_globals = "func_globals"
+
+
+try:
+    advance_iterator = next
+except NameError:
+    def advance_iterator(it):
+        return it.next()
+next = advance_iterator
+
+
+try:
+    callable = callable
+except NameError:
+    def callable(obj):
+        return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
+
+
+if PY3:
+    def get_unbound_function(unbound):
+        return unbound
+
+    create_bound_method = types.MethodType
+
+    def create_unbound_method(func, cls):
+        return func
+
+    Iterator = object
+else:
+    def get_unbound_function(unbound):
+        return unbound.im_func
+
+    def create_bound_method(func, obj):
+        return types.MethodType(func, obj, obj.__class__)
+
+    def create_unbound_method(func, cls):
+        return types.MethodType(func, None, cls)
+
+    class Iterator(object):
+
+        def next(self):
+            return type(self).__next__(self)
+
+    callable = callable
+_add_doc(get_unbound_function,
+         """Get the function out of a possibly unbound function""")
+
+
+get_method_function = operator.attrgetter(_meth_func)
+get_method_self = operator.attrgetter(_meth_self)
+get_function_closure = operator.attrgetter(_func_closure)
+get_function_code = operator.attrgetter(_func_code)
+get_function_defaults = operator.attrgetter(_func_defaults)
+get_function_globals = operator.attrgetter(_func_globals)
+
+
+if PY3:
+    def iterkeys(d, **kw):
+        return iter(d.keys(**kw))
+
+    def itervalues(d, **kw):
+        return iter(d.values(**kw))
+
+    def iteritems(d, **kw):
+        return iter(d.items(**kw))
+
+    def iterlists(d, **kw):
+        return iter(d.lists(**kw))
+
+    viewkeys = operator.methodcaller("keys")
+
+    viewvalues = operator.methodcaller("values")
+
+    viewitems = operator.methodcaller("items")
+else:
+    def iterkeys(d, **kw):
+        return d.iterkeys(**kw)
+
+    def itervalues(d, **kw):
+        return d.itervalues(**kw)
+
+    def iteritems(d, **kw):
+        return d.iteritems(**kw)
+
+    def iterlists(d, **kw):
+        return d.iterlists(**kw)
+
+    viewkeys = operator.methodcaller("viewkeys")
+
+    viewvalues = operator.methodcaller("viewvalues")
+
+    viewitems = operator.methodcaller("viewitems")
+
+_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
+_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
+_add_doc(iteritems,
+         "Return an iterator over the (key, value) pairs of a dictionary.")
+_add_doc(iterlists,
+         "Return an iterator over the (key, [values]) pairs of a dictionary.")
+
+
+if PY3:
+    def b(s):
+        return s.encode("latin-1")
+
+    def u(s):
+        return s
+    unichr = chr
+    import struct
+    int2byte = struct.Struct(">B").pack
+    del struct
+    byte2int = operator.itemgetter(0)
+    indexbytes = operator.getitem
+    iterbytes = iter
+    import io
+    StringIO = io.StringIO
+    BytesIO = io.BytesIO
+    del io
+    _assertCountEqual = "assertCountEqual"
+    if sys.version_info[1] <= 1:
+        _assertRaisesRegex = "assertRaisesRegexp"
+        _assertRegex = "assertRegexpMatches"
+        _assertNotRegex = "assertNotRegexpMatches"
+    else:
+        _assertRaisesRegex = "assertRaisesRegex"
+        _assertRegex = "assertRegex"
+        _assertNotRegex = "assertNotRegex"
+else:
+    def b(s):
+        return s
+    # Workaround for standalone backslash
+
+    def u(s):
+        return unicode(s.replace(r'\\', r'\\\\'), "unicode_escape")
+    unichr = unichr
+    int2byte = chr
+
+    def byte2int(bs):
+        return ord(bs[0])
+
+    def indexbytes(buf, i):
+        return ord(buf[i])
+    iterbytes = functools.partial(itertools.imap, ord)
+    import StringIO
+    StringIO = BytesIO = StringIO.StringIO
+    _assertCountEqual = "assertItemsEqual"
+    _assertRaisesRegex = "assertRaisesRegexp"
+    _assertRegex = "assertRegexpMatches"
+    _assertNotRegex = "assertNotRegexpMatches"
+_add_doc(b, """Byte literal""")
+_add_doc(u, """Text literal""")
+
+
+def assertCountEqual(self, *args, **kwargs):
+    return getattr(self, _assertCountEqual)(*args, **kwargs)
+
+
+def assertRaisesRegex(self, *args, **kwargs):
+    return getattr(self, _assertRaisesRegex)(*args, **kwargs)
+
+
+def assertRegex(self, *args, **kwargs):
+    return getattr(self, _assertRegex)(*args, **kwargs)
+
+
+def assertNotRegex(self, *args, **kwargs):
+    return getattr(self, _assertNotRegex)(*args, **kwargs)
+
+
+if PY3:
+    exec_ = getattr(moves.builtins, "exec")
+
+    def reraise(tp, value, tb=None):
+        try:
+            if value is None:
+                value = tp()
+            if value.__traceback__ is not tb:
+                raise value.with_traceback(tb)
+            raise value
+        finally:
+            value = None
+            tb = None
+
+else:
+    def exec_(_code_, _globs_=None, _locs_=None):
+        """Execute code in a namespace."""
+        if _globs_ is None:
+            frame = sys._getframe(1)
+            _globs_ = frame.f_globals
+            if _locs_ is None:
+                _locs_ = frame.f_locals
+            del frame
+        elif _locs_ is None:
+            _locs_ = _globs_
+        exec("""exec _code_ in _globs_, _locs_""")
+
+    exec_("""def reraise(tp, value, tb=None):
+    try:
+        raise tp, value, tb
+    finally:
+        tb = None
+""")
+
+
+if sys.version_info[:2] > (3,):
+    exec_("""def raise_from(value, from_value):
+    try:
+        raise value from from_value
+    finally:
+        value = None
+""")
+else:
+    def raise_from(value, from_value):
+        raise value
+
+
+print_ = getattr(moves.builtins, "print", None)
+if print_ is None:
+    def print_(*args, **kwargs):
+        """The new-style print function for Python 2.4 and 2.5."""
+        fp = kwargs.pop("file", sys.stdout)
+        if fp is None:
+            return
+
+        def write(data):
+            if not isinstance(data, basestring):
+                data = str(data)
+            # If the file has an encoding, encode unicode with it.
+            if (isinstance(fp, file) and
+                    isinstance(data, unicode) and
+                    fp.encoding is not None):
+                errors = getattr(fp, "errors", None)
+                if errors is None:
+                    errors = "strict"
+                data = data.encode(fp.encoding, errors)
+            fp.write(data)
+        want_unicode = False
+        sep = kwargs.pop("sep", None)
+        if sep is not None:
+            if isinstance(sep, unicode):
+                want_unicode = True
+            elif not isinstance(sep, str):
+                raise TypeError("sep must be None or a string")
+        end = kwargs.pop("end", None)
+        if end is not None:
+            if isinstance(end, unicode):
+                want_unicode = True
+            elif not isinstance(end, str):
+                raise TypeError("end must be None or a string")
+        if kwargs:
+            raise TypeError("invalid keyword arguments to print()")
+        if not want_unicode:
+            for arg in args:
+                if isinstance(arg, unicode):
+                    want_unicode = True
+                    break
+        if want_unicode:
+            newline = unicode("\n")
+            space = unicode(" ")
+        else:
+            newline = "\n"
+            space = " "
+        if sep is None:
+            sep = space
+        if end is None:
+            end = newline
+        for i, arg in enumerate(args):
+            if i:
+                write(sep)
+            write(arg)
+        write(end)
+if sys.version_info[:2] < (3, 3):
+    _print = print_
+
+    def print_(*args, **kwargs):
+        fp = kwargs.get("file", sys.stdout)
+        flush = kwargs.pop("flush", False)
+        _print(*args, **kwargs)
+        if flush and fp is not None:
+            fp.flush()
+
+_add_doc(reraise, """Reraise an exception.""")
+
+if sys.version_info[0:2] < (3, 4):
+    # This does exactly the same what the :func:`py3:functools.update_wrapper`
+    # function does on Python versions after 3.2. It sets the ``__wrapped__``
+    # attribute on ``wrapper`` object and it doesn't raise an error if any of
+    # the attributes mentioned in ``assigned`` and ``updated`` are missing on
+    # ``wrapped`` object.
+    def _update_wrapper(wrapper, wrapped,
+                        assigned=functools.WRAPPER_ASSIGNMENTS,
+                        updated=functools.WRAPPER_UPDATES):
+        for attr in assigned:
+            try:
+                value = getattr(wrapped, attr)
+            except AttributeError:
+                continue
+            else:
+                setattr(wrapper, attr, value)
+        for attr in updated:
+            getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
+        wrapper.__wrapped__ = wrapped
+        return wrapper
+    _update_wrapper.__doc__ = functools.update_wrapper.__doc__
+
+    def wraps(wrapped, assigned=functools.WRAPPER_ASSIGNMENTS,
+              updated=functools.WRAPPER_UPDATES):
+        return functools.partial(_update_wrapper, wrapped=wrapped,
+                                 assigned=assigned, updated=updated)
+    wraps.__doc__ = functools.wraps.__doc__
+
+else:
+    wraps = functools.wraps
+
+
+def with_metaclass(meta, *bases):
+    """Create a base class with a metaclass."""
+    # This requires a bit of explanation: the basic idea is to make a dummy
+    # metaclass for one level of class instantiation that replaces itself with
+    # the actual metaclass.
+    class metaclass(type):
+
+        def __new__(cls, name, this_bases, d):
+            if sys.version_info[:2] >= (3, 7):
+                # This version introduced PEP 560 that requires a bit
+                # of extra care (we mimic what is done by __build_class__).
+                resolved_bases = types.resolve_bases(bases)
+                if resolved_bases is not bases:
+                    d['__orig_bases__'] = bases
+            else:
+                resolved_bases = bases
+            return meta(name, resolved_bases, d)
+
+        @classmethod
+        def __prepare__(cls, name, this_bases):
+            return meta.__prepare__(name, bases)
+    return type.__new__(metaclass, 'temporary_class', (), {})
+
+
+def add_metaclass(metaclass):
+    """Class decorator for creating a class with a metaclass."""
+    def wrapper(cls):
+        orig_vars = cls.__dict__.copy()
+        slots = orig_vars.get('__slots__')
+        if slots is not None:
+            if isinstance(slots, str):
+                slots = [slots]
+            for slots_var in slots:
+                orig_vars.pop(slots_var)
+        orig_vars.pop('__dict__', None)
+        orig_vars.pop('__weakref__', None)
+        if hasattr(cls, '__qualname__'):
+            orig_vars['__qualname__'] = cls.__qualname__
+        return metaclass(cls.__name__, cls.__bases__, orig_vars)
+    return wrapper
+
+
+def ensure_binary(s, encoding='utf-8', errors='strict'):
+    """Coerce **s** to six.binary_type.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> encoded to `bytes`
+      - `bytes` -> `bytes`
+    """
+    if isinstance(s, binary_type):
+        return s
+    if isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    raise TypeError("not expecting type '%s'" % type(s))
+
+
+def ensure_str(s, encoding='utf-8', errors='strict'):
+    """Coerce *s* to `str`.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    # Optimization: Fast return for the common case.
+    if type(s) is str:
+        return s
+    if PY2 and isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    elif PY3 and isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif not isinstance(s, (text_type, binary_type)):
+        raise TypeError("not expecting type '%s'" % type(s))
+    return s
+
+
+def ensure_text(s, encoding='utf-8', errors='strict'):
+    """Coerce *s* to six.text_type.
+
+    For Python 2:
+      - `unicode` -> `unicode`
+      - `str` -> `unicode`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    if isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif isinstance(s, text_type):
+        return s
+    else:
+        raise TypeError("not expecting type '%s'" % type(s))
+
+
+def python_2_unicode_compatible(klass):
+    """
+    A class decorator that defines __unicode__ and __str__ methods under Python 2.
+    Under Python 3 it does nothing.
+
+    To support Python 2 and 3 with a single code base, define a __str__ method
+    returning text and apply this decorator to the class.
+    """
+    if PY2:
+        if '__str__' not in klass.__dict__:
+            raise ValueError("@python_2_unicode_compatible cannot be applied "
+                             "to %s because it doesn't define __str__()." %
+                             klass.__name__)
+        klass.__unicode__ = klass.__str__
+        klass.__str__ = lambda self: self.__unicode__().encode('utf-8')
+    return klass
+
+
+# Complete the moves implementation.
+# This code is at the end of this module to speed up module loading.
+# Turn this module into a package.
+__path__ = []  # required for PEP 302 and PEP 451
+__package__ = __name__  # see PEP 366 @ReservedAssignment
+if globals().get("__spec__") is not None:
+    __spec__.submodule_search_locations = []  # PEP 451 @UndefinedVariable
+# Remove other six meta path importers, since they cause problems. This can
+# happen if six is removed from sys.modules and then reloaded. (Setuptools does
+# this for some reason.)
+if sys.meta_path:
+    for i, importer in enumerate(sys.meta_path):
+        # Here's some real nastiness: Another "instance" of the six module might
+        # be floating around. Therefore, we can't use isinstance() to check for
+        # the six meta path importer, since the other six instance will have
+        # inserted an importer with different class.
+        if (type(importer).__name__ == "_SixMetaPathImporter" and
+                importer.name == __name__):
+            del sys.meta_path[i]
+            break
+    del i, importer
+# Finally, add the importer to the meta path import hook.
+sys.meta_path.append(_importer)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
new file mode 100644
index 000000000..baeb1dd41
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
@@ -0,0 +1,154 @@
+Metadata-Version: 2.3
+Name: urllib3
+Version: 2.2.2
+Summary: HTTP library with thread-safe connection pooling, file post, and more.
+Project-URL: Changelog, https://github.com/urllib3/urllib3/blob/main/CHANGES.rst
+Project-URL: Documentation, https://urllib3.readthedocs.io
+Project-URL: Code, https://github.com/urllib3/urllib3
+Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
+Author-email: Andrey Petrov <andrey.petrov@shazow.net>
+Maintainer-email: Seth Michael Larson <sethmichaellarson@gmail.com>, Quentin Pradet <quentin@pradet.me>, Illia Volochii <illia.volochii@gmail.com>
+License-File: LICENSE.txt
+Keywords: filepost,http,httplib,https,pooling,ssl,threadsafe,urllib
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=3.8
+Provides-Extra: brotli
+Requires-Dist: brotli>=1.0.9; (platform_python_implementation == 'CPython') and extra == 'brotli'
+Requires-Dist: brotlicffi>=0.8.0; (platform_python_implementation != 'CPython') and extra == 'brotli'
+Provides-Extra: h2
+Requires-Dist: h2<5,>=4; extra == 'h2'
+Provides-Extra: socks
+Requires-Dist: pysocks!=1.5.7,<2.0,>=1.5.6; extra == 'socks'
+Provides-Extra: zstd
+Requires-Dist: zstandard>=0.18.0; extra == 'zstd'
+Description-Content-Type: text/markdown
+
+<h1 align="center">
+
+![urllib3](https://github.com/urllib3/urllib3/raw/main/docs/_static/banner_github.svg)
+
+</h1>
+
+<p align="center">
+  <a href="https://pypi.org/project/urllib3"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/urllib3.svg?maxAge=86400" /></a>
+  <a href="https://pypi.org/project/urllib3"><img alt="Python Versions" src="https://img.shields.io/pypi/pyversions/urllib3.svg?maxAge=86400" /></a>
+  <a href="https://discord.gg/urllib3"><img alt="Join our Discord" src="https://img.shields.io/discord/756342717725933608?color=%237289da&label=discord" /></a>
+  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Coverage Status" src="https://img.shields.io/badge/coverage-100%25-success" /></a>
+  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Build Status on GitHub" src="https://github.com/urllib3/urllib3/workflows/CI/badge.svg" /></a>
+  <a href="https://urllib3.readthedocs.io"><img alt="Documentation Status" src="https://readthedocs.org/projects/urllib3/badge/?version=latest" /></a><br>
+  <a href="https://deps.dev/pypi/urllib3"><img alt="OpenSSF Scorecard" src="https://api.securityscorecards.dev/projects/github.com/urllib3/urllib3/badge" /></a>
+  <a href="https://slsa.dev"><img alt="SLSA 3" src="https://slsa.dev/images/gh-badge-level3.svg" /></a>
+  <a href="https://bestpractices.coreinfrastructure.org/projects/6227"><img alt="CII Best Practices" src="https://bestpractices.coreinfrastructure.org/projects/6227/badge" /></a>
+</p>
+
+urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
+Python ecosystem already uses urllib3 and you should too.
+urllib3 brings many critical features that are missing from the Python
+standard libraries:
+
+- Thread safety.
+- Connection pooling.
+- Client-side SSL/TLS verification.
+- File uploads with multipart encoding.
+- Helpers for retrying requests and dealing with HTTP redirects.
+- Support for gzip, deflate, brotli, and zstd encoding.
+- Proxy support for HTTP and SOCKS.
+- 100% test coverage.
+
+urllib3 is powerful and easy to use:
+
+```python3
+>>> import urllib3
+>>> resp = urllib3.request("GET", "http://httpbin.org/robots.txt")
+>>> resp.status
+200
+>>> resp.data
+b"User-agent: *\nDisallow: /deny\n"
+```
+
+## Installing
+
+urllib3 can be installed with [pip](https://pip.pypa.io):
+
+```bash
+$ python -m pip install urllib3
+```
+
+Alternatively, you can grab the latest source code from [GitHub](https://github.com/urllib3/urllib3):
+
+```bash
+$ git clone https://github.com/urllib3/urllib3.git
+$ cd urllib3
+$ pip install .
+```
+
+
+## Documentation
+
+urllib3 has usage and reference documentation at [urllib3.readthedocs.io](https://urllib3.readthedocs.io).
+
+
+## Community
+
+urllib3 has a [community Discord channel](https://discord.gg/urllib3) for asking questions and
+collaborating with other contributors. Drop by and say hello 👋
+
+
+## Contributing
+
+urllib3 happily accepts contributions. Please see our
+[contributing documentation](https://urllib3.readthedocs.io/en/latest/contributing.html)
+for some tips on getting started.
+
+
+## Security Disclosures
+
+To report a security vulnerability, please use the
+[Tidelift security contact](https://tidelift.com/security).
+Tidelift will coordinate the fix and disclosure with maintainers.
+
+
+## Maintainers
+
+- [@sethmlarson](https://github.com/sethmlarson) (Seth M. Larson)
+- [@pquentin](https://github.com/pquentin) (Quentin Pradet)
+- [@illia-v](https://github.com/illia-v) (Illia Volochii)
+- [@theacodes](https://github.com/theacodes) (Thea Flowers)
+- [@haikuginger](https://github.com/haikuginger) (Jess Shapiro)
+- [@lukasa](https://github.com/lukasa) (Cory Benfield)
+- [@sigmavirus24](https://github.com/sigmavirus24) (Ian Stapleton Cordasco)
+- [@shazow](https://github.com/shazow) (Andrey Petrov)
+
+👋
+
+
+## Sponsorship
+
+If your company benefits from this library, please consider [sponsoring its
+development](https://urllib3.readthedocs.io/en/latest/sponsors.html).
+
+
+## For Enterprise
+
+Professional support for urllib3 is available as part of the [Tidelift
+Subscription][1].  Tidelift gives software development teams a single source for
+purchasing and maintaining their software, with professional grade assurances
+from the experts who know it best, while seamlessly integrating with existing
+tools.
+
+[1]: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
new file mode 100644
index 000000000..878c0d4f0
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
new file mode 100644
index 000000000..516596c76
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: hatchling 1.24.2
+Root-Is-Purelib: true
+Tag: py3-none-any
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
new file mode 100644
index 000000000..e6183d027
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2008-2020 Andrey Petrov and contributors.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/__init__.py
new file mode 100644
index 000000000..3fe782c8a
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/__init__.py
@@ -0,0 +1,211 @@
+"""
+Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
+"""
+
+from __future__ import annotations
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+import sys
+import typing
+import warnings
+from logging import NullHandler
+
+from . import exceptions
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from ._version import __version__
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
+from .filepost import _TYPE_FIELDS, encode_multipart_formdata
+from .poolmanager import PoolManager, ProxyManager, proxy_from_url
+from .response import BaseHTTPResponse, HTTPResponse
+from .util.request import make_headers
+from .util.retry import Retry
+from .util.timeout import Timeout
+
+# Ensure that Python is compiled with OpenSSL 1.1.1+
+# If the 'ssl' module isn't available at all that's
+# fine, we only care if the module is available.
+try:
+    import ssl
+except ImportError:
+    pass
+else:
+    if not ssl.OPENSSL_VERSION.startswith("OpenSSL "):  # Defensive:
+        warnings.warn(
+            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
+            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
+            "See: https://github.com/urllib3/urllib3/issues/3020",
+            exceptions.NotOpenSSLWarning,
+        )
+    elif ssl.OPENSSL_VERSION_INFO < (1, 1, 1):  # Defensive:
+        raise ImportError(
+            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
+            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
+            "See: https://github.com/urllib3/urllib3/issues/2168"
+        )
+
+__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
+__license__ = "MIT"
+__version__ = __version__
+
+__all__ = (
+    "HTTPConnectionPool",
+    "HTTPHeaderDict",
+    "HTTPSConnectionPool",
+    "PoolManager",
+    "ProxyManager",
+    "HTTPResponse",
+    "Retry",
+    "Timeout",
+    "add_stderr_logger",
+    "connection_from_url",
+    "disable_warnings",
+    "encode_multipart_formdata",
+    "make_headers",
+    "proxy_from_url",
+    "request",
+    "BaseHTTPResponse",
+)
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+
+def add_stderr_logger(
+    level: int = logging.DEBUG,
+) -> logging.StreamHandler[typing.TextIO]:
+    """
+    Helper for quickly adding a StreamHandler to the logger. Useful for
+    debugging.
+
+    Returns the handler after adding it.
+    """
+    # This method needs to be in this __init__.py to get the __name__ correct
+    # even if urllib3 is vendored within another package.
+    logger = logging.getLogger(__name__)
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
+    logger.addHandler(handler)
+    logger.setLevel(level)
+    logger.debug("Added a stderr logging handler to logger: %s", __name__)
+    return handler
+
+
+# ... Clean up.
+del NullHandler
+
+
+# All warning filters *must* be appended unless you're really certain that they
+# shouldn't be: otherwise, it's very hard for users to use most Python
+# mechanisms to silence them.
+# SecurityWarning's always go off by default.
+warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
+# InsecurePlatformWarning's don't vary between requests, so we keep it default.
+warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
+
+
+def disable_warnings(category: type[Warning] = exceptions.HTTPWarning) -> None:
+    """
+    Helper for quickly disabling all urllib3 warnings.
+    """
+    warnings.simplefilter("ignore", category)
+
+
+_DEFAULT_POOL = PoolManager()
+
+
+def request(
+    method: str,
+    url: str,
+    *,
+    body: _TYPE_BODY | None = None,
+    fields: _TYPE_FIELDS | None = None,
+    headers: typing.Mapping[str, str] | None = None,
+    preload_content: bool | None = True,
+    decode_content: bool | None = True,
+    redirect: bool | None = True,
+    retries: Retry | bool | int | None = None,
+    timeout: Timeout | float | int | None = 3,
+    json: typing.Any | None = None,
+) -> BaseHTTPResponse:
+    """
+    A convenience, top-level request method. It uses a module-global ``PoolManager`` instance.
+    Therefore, its side effects could be shared across dependencies relying on it.
+    To avoid side effects create a new ``PoolManager`` instance and use it instead.
+    The method does not accept low-level ``**urlopen_kw`` keyword arguments.
+
+    :param method:
+        HTTP request method (such as GET, POST, PUT, etc.)
+
+    :param url:
+        The URL to perform the request on.
+
+    :param body:
+        Data to send in the request body, either :class:`str`, :class:`bytes`,
+        an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+    :param fields:
+        Data to encode and send in the request body.
+
+    :param headers:
+        Dictionary of custom headers to send, such as User-Agent,
+        If-None-Match, etc.
+
+    :param bool preload_content:
+        If True, the response's body will be preloaded into memory.
+
+    :param bool decode_content:
+        If True, will attempt to decode the body based on the
+        'content-encoding' header.
+
+    :param redirect:
+        If True, automatically handle redirects (status codes 301, 302,
+        303, 307, 308). Each redirect counts as a retry. Disabling retries
+        will disable redirect, too.
+
+    :param retries:
+        Configure the number of retries to allow before raising a
+        :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+        If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
+        :class:`~urllib3.util.retry.Retry` object for fine-grained control
+        over different types of retries.
+        Pass an integer number to retry connection errors that many times,
+        but no other types of errors. Pass zero to never retry.
+
+        If ``False``, then retries are disabled and any exception is raised
+        immediately. Also, instead of raising a MaxRetryError on redirects,
+        the redirect response will be returned.
+
+    :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+    :param timeout:
+        If specified, overrides the default timeout for this one
+        request. It may be a float (in seconds) or an instance of
+        :class:`urllib3.util.Timeout`.
+
+    :param json:
+        Data to encode and send as JSON with UTF-encoded in the request body.
+        The ``"Content-Type"`` header will be set to ``"application/json"``
+        unless specified otherwise.
+    """
+
+    return _DEFAULT_POOL.request(
+        method,
+        url,
+        body=body,
+        fields=fields,
+        headers=headers,
+        preload_content=preload_content,
+        decode_content=decode_content,
+        redirect=redirect,
+        retries=retries,
+        timeout=timeout,
+        json=json,
+    )
+
+
+if sys.platform == "emscripten":
+    from .contrib.emscripten import inject_into_urllib3  # noqa: 401
+
+    inject_into_urllib3()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_base_connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_base_connection.py
new file mode 100644
index 000000000..29ca33487
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_base_connection.py
@@ -0,0 +1,172 @@
+from __future__ import annotations
+
+import typing
+
+from .util.connection import _TYPE_SOCKET_OPTIONS
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+from .util.url import Url
+
+_TYPE_BODY = typing.Union[bytes, typing.IO[typing.Any], typing.Iterable[bytes], str]
+
+
+class ProxyConfig(typing.NamedTuple):
+    ssl_context: ssl.SSLContext | None
+    use_forwarding_for_https: bool
+    assert_hostname: None | str | typing.Literal[False]
+    assert_fingerprint: str | None
+
+
+class _ResponseOptions(typing.NamedTuple):
+    # TODO: Remove this in favor of a better
+    # HTTP request/response lifecycle tracking.
+    request_method: str
+    request_url: str
+    preload_content: bool
+    decode_content: bool
+    enforce_content_length: bool
+
+
+if typing.TYPE_CHECKING:
+    import ssl
+    from typing import Protocol
+
+    from .response import BaseHTTPResponse
+
+    class BaseHTTPConnection(Protocol):
+        default_port: typing.ClassVar[int]
+        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+        host: str
+        port: int
+        timeout: None | (
+            float
+        )  # Instance doesn't store _DEFAULT_TIMEOUT, must be resolved.
+        blocksize: int
+        source_address: tuple[str, int] | None
+        socket_options: _TYPE_SOCKET_OPTIONS | None
+
+        proxy: Url | None
+        proxy_config: ProxyConfig | None
+
+        is_verified: bool
+        proxy_is_verified: bool | None
+
+        def __init__(
+            self,
+            host: str,
+            port: int | None = None,
+            *,
+            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+            source_address: tuple[str, int] | None = None,
+            blocksize: int = 8192,
+            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
+            proxy: Url | None = None,
+            proxy_config: ProxyConfig | None = None,
+        ) -> None:
+            ...
+
+        def set_tunnel(
+            self,
+            host: str,
+            port: int | None = None,
+            headers: typing.Mapping[str, str] | None = None,
+            scheme: str = "http",
+        ) -> None:
+            ...
+
+        def connect(self) -> None:
+            ...
+
+        def request(
+            self,
+            method: str,
+            url: str,
+            body: _TYPE_BODY | None = None,
+            headers: typing.Mapping[str, str] | None = None,
+            # We know *at least* botocore is depending on the order of the
+            # first 3 parameters so to be safe we only mark the later ones
+            # as keyword-only to ensure we have space to extend.
+            *,
+            chunked: bool = False,
+            preload_content: bool = True,
+            decode_content: bool = True,
+            enforce_content_length: bool = True,
+        ) -> None:
+            ...
+
+        def getresponse(self) -> BaseHTTPResponse:
+            ...
+
+        def close(self) -> None:
+            ...
+
+        @property
+        def is_closed(self) -> bool:
+            """Whether the connection either is brand new or has been previously closed.
+            If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
+            properties must be False.
+            """
+
+        @property
+        def is_connected(self) -> bool:
+            """Whether the connection is actively connected to any origin (proxy or target)"""
+
+        @property
+        def has_connected_to_proxy(self) -> bool:
+            """Whether the connection has successfully connected to its proxy.
+            This returns False if no proxy is in use. Used to determine whether
+            errors are coming from the proxy layer or from tunnelling to the target origin.
+            """
+
+    class BaseHTTPSConnection(BaseHTTPConnection, Protocol):
+        default_port: typing.ClassVar[int]
+        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+        # Certificate verification methods
+        cert_reqs: int | str | None
+        assert_hostname: None | str | typing.Literal[False]
+        assert_fingerprint: str | None
+        ssl_context: ssl.SSLContext | None
+
+        # Trusted CAs
+        ca_certs: str | None
+        ca_cert_dir: str | None
+        ca_cert_data: None | str | bytes
+
+        # TLS version
+        ssl_minimum_version: int | None
+        ssl_maximum_version: int | None
+        ssl_version: int | str | None  # Deprecated
+
+        # Client certificates
+        cert_file: str | None
+        key_file: str | None
+        key_password: str | None
+
+        def __init__(
+            self,
+            host: str,
+            port: int | None = None,
+            *,
+            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+            source_address: tuple[str, int] | None = None,
+            blocksize: int = 16384,
+            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
+            proxy: Url | None = None,
+            proxy_config: ProxyConfig | None = None,
+            cert_reqs: int | str | None = None,
+            assert_hostname: None | str | typing.Literal[False] = None,
+            assert_fingerprint: str | None = None,
+            server_hostname: str | None = None,
+            ssl_context: ssl.SSLContext | None = None,
+            ca_certs: str | None = None,
+            ca_cert_dir: str | None = None,
+            ca_cert_data: None | str | bytes = None,
+            ssl_minimum_version: int | None = None,
+            ssl_maximum_version: int | None = None,
+            ssl_version: int | str | None = None,  # Deprecated
+            cert_file: str | None = None,
+            key_file: str | None = None,
+            key_password: str | None = None,
+        ) -> None:
+            ...
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_collections.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_collections.py
new file mode 100644
index 000000000..8a4409a12
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_collections.py
@@ -0,0 +1,483 @@
+from __future__ import annotations
+
+import typing
+from collections import OrderedDict
+from enum import Enum, auto
+from threading import RLock
+
+if typing.TYPE_CHECKING:
+    # We can only import Protocol if TYPE_CHECKING because it's a development
+    # dependency, and is not available at runtime.
+    from typing import Protocol
+
+    from typing_extensions import Self
+
+    class HasGettableStringKeys(Protocol):
+        def keys(self) -> typing.Iterator[str]:
+            ...
+
+        def __getitem__(self, key: str) -> str:
+            ...
+
+
+__all__ = ["RecentlyUsedContainer", "HTTPHeaderDict"]
+
+
+# Key type
+_KT = typing.TypeVar("_KT")
+# Value type
+_VT = typing.TypeVar("_VT")
+# Default type
+_DT = typing.TypeVar("_DT")
+
+ValidHTTPHeaderSource = typing.Union[
+    "HTTPHeaderDict",
+    typing.Mapping[str, str],
+    typing.Iterable[typing.Tuple[str, str]],
+    "HasGettableStringKeys",
+]
+
+
+class _Sentinel(Enum):
+    not_passed = auto()
+
+
+def ensure_can_construct_http_header_dict(
+    potential: object,
+) -> ValidHTTPHeaderSource | None:
+    if isinstance(potential, HTTPHeaderDict):
+        return potential
+    elif isinstance(potential, typing.Mapping):
+        # Full runtime checking of the contents of a Mapping is expensive, so for the
+        # purposes of typechecking, we assume that any Mapping is the right shape.
+        return typing.cast(typing.Mapping[str, str], potential)
+    elif isinstance(potential, typing.Iterable):
+        # Similarly to Mapping, full runtime checking of the contents of an Iterable is
+        # expensive, so for the purposes of typechecking, we assume that any Iterable
+        # is the right shape.
+        return typing.cast(typing.Iterable[typing.Tuple[str, str]], potential)
+    elif hasattr(potential, "keys") and hasattr(potential, "__getitem__"):
+        return typing.cast("HasGettableStringKeys", potential)
+    else:
+        return None
+
+
+class RecentlyUsedContainer(typing.Generic[_KT, _VT], typing.MutableMapping[_KT, _VT]):
+    """
+    Provides a thread-safe dict-like container which maintains up to
+    ``maxsize`` keys while throwing away the least-recently-used keys beyond
+    ``maxsize``.
+
+    :param maxsize:
+        Maximum number of recent elements to retain.
+
+    :param dispose_func:
+        Every time an item is evicted from the container,
+        ``dispose_func(value)`` is called.  Callback which will get called
+    """
+
+    _container: typing.OrderedDict[_KT, _VT]
+    _maxsize: int
+    dispose_func: typing.Callable[[_VT], None] | None
+    lock: RLock
+
+    def __init__(
+        self,
+        maxsize: int = 10,
+        dispose_func: typing.Callable[[_VT], None] | None = None,
+    ) -> None:
+        super().__init__()
+        self._maxsize = maxsize
+        self.dispose_func = dispose_func
+        self._container = OrderedDict()
+        self.lock = RLock()
+
+    def __getitem__(self, key: _KT) -> _VT:
+        # Re-insert the item, moving it to the end of the eviction line.
+        with self.lock:
+            item = self._container.pop(key)
+            self._container[key] = item
+            return item
+
+    def __setitem__(self, key: _KT, value: _VT) -> None:
+        evicted_item = None
+        with self.lock:
+            # Possibly evict the existing value of 'key'
+            try:
+                # If the key exists, we'll overwrite it, which won't change the
+                # size of the pool. Because accessing a key should move it to
+                # the end of the eviction line, we pop it out first.
+                evicted_item = key, self._container.pop(key)
+                self._container[key] = value
+            except KeyError:
+                # When the key does not exist, we insert the value first so that
+                # evicting works in all cases, including when self._maxsize is 0
+                self._container[key] = value
+                if len(self._container) > self._maxsize:
+                    # If we didn't evict an existing value, and we've hit our maximum
+                    # size, then we have to evict the least recently used item from
+                    # the beginning of the container.
+                    evicted_item = self._container.popitem(last=False)
+
+        # After releasing the lock on the pool, dispose of any evicted value.
+        if evicted_item is not None and self.dispose_func:
+            _, evicted_value = evicted_item
+            self.dispose_func(evicted_value)
+
+    def __delitem__(self, key: _KT) -> None:
+        with self.lock:
+            value = self._container.pop(key)
+
+        if self.dispose_func:
+            self.dispose_func(value)
+
+    def __len__(self) -> int:
+        with self.lock:
+            return len(self._container)
+
+    def __iter__(self) -> typing.NoReturn:
+        raise NotImplementedError(
+            "Iteration over this class is unlikely to be threadsafe."
+        )
+
+    def clear(self) -> None:
+        with self.lock:
+            # Copy pointers to all values, then wipe the mapping
+            values = list(self._container.values())
+            self._container.clear()
+
+        if self.dispose_func:
+            for value in values:
+                self.dispose_func(value)
+
+    def keys(self) -> set[_KT]:  # type: ignore[override]
+        with self.lock:
+            return set(self._container.keys())
+
+
+class HTTPHeaderDictItemView(typing.Set[typing.Tuple[str, str]]):
+    """
+    HTTPHeaderDict is unusual for a Mapping[str, str] in that it has two modes of
+    address.
+
+    If we directly try to get an item with a particular name, we will get a string
+    back that is the concatenated version of all the values:
+
+    >>> d['X-Header-Name']
+    'Value1, Value2, Value3'
+
+    However, if we iterate over an HTTPHeaderDict's items, we will optionally combine
+    these values based on whether combine=True was called when building up the dictionary
+
+    >>> d = HTTPHeaderDict({"A": "1", "B": "foo"})
+    >>> d.add("A", "2", combine=True)
+    >>> d.add("B", "bar")
+    >>> list(d.items())
+    [
+        ('A', '1, 2'),
+        ('B', 'foo'),
+        ('B', 'bar'),
+    ]
+
+    This class conforms to the interface required by the MutableMapping ABC while
+    also giving us the nonstandard iteration behavior we want; items with duplicate
+    keys, ordered by time of first insertion.
+    """
+
+    _headers: HTTPHeaderDict
+
+    def __init__(self, headers: HTTPHeaderDict) -> None:
+        self._headers = headers
+
+    def __len__(self) -> int:
+        return len(list(self._headers.iteritems()))
+
+    def __iter__(self) -> typing.Iterator[tuple[str, str]]:
+        return self._headers.iteritems()
+
+    def __contains__(self, item: object) -> bool:
+        if isinstance(item, tuple) and len(item) == 2:
+            passed_key, passed_val = item
+            if isinstance(passed_key, str) and isinstance(passed_val, str):
+                return self._headers._has_value_for_header(passed_key, passed_val)
+        return False
+
+
+class HTTPHeaderDict(typing.MutableMapping[str, str]):
+    """
+    :param headers:
+        An iterable of field-value pairs. Must not contain multiple field names
+        when compared case-insensitively.
+
+    :param kwargs:
+        Additional field-value pairs to pass in to ``dict.update``.
+
+    A ``dict`` like container for storing HTTP Headers.
+
+    Field names are stored and compared case-insensitively in compliance with
+    RFC 7230. Iteration provides the first case-sensitive key seen for each
+    case-insensitive pair.
+
+    Using ``__setitem__`` syntax overwrites fields that compare equal
+    case-insensitively in order to maintain ``dict``'s api. For fields that
+    compare equal, instead create a new ``HTTPHeaderDict`` and use ``.add``
+    in a loop.
+
+    If multiple fields that are equal case-insensitively are passed to the
+    constructor or ``.update``, the behavior is undefined and some will be
+    lost.
+
+    >>> headers = HTTPHeaderDict()
+    >>> headers.add('Set-Cookie', 'foo=bar')
+    >>> headers.add('set-cookie', 'baz=quxx')
+    >>> headers['content-length'] = '7'
+    >>> headers['SET-cookie']
+    'foo=bar, baz=quxx'
+    >>> headers['Content-Length']
+    '7'
+    """
+
+    _container: typing.MutableMapping[str, list[str]]
+
+    def __init__(self, headers: ValidHTTPHeaderSource | None = None, **kwargs: str):
+        super().__init__()
+        self._container = {}  # 'dict' is insert-ordered
+        if headers is not None:
+            if isinstance(headers, HTTPHeaderDict):
+                self._copy_from(headers)
+            else:
+                self.extend(headers)
+        if kwargs:
+            self.extend(kwargs)
+
+    def __setitem__(self, key: str, val: str) -> None:
+        # avoid a bytes/str comparison by decoding before httplib
+        if isinstance(key, bytes):
+            key = key.decode("latin-1")
+        self._container[key.lower()] = [key, val]
+
+    def __getitem__(self, key: str) -> str:
+        val = self._container[key.lower()]
+        return ", ".join(val[1:])
+
+    def __delitem__(self, key: str) -> None:
+        del self._container[key.lower()]
+
+    def __contains__(self, key: object) -> bool:
+        if isinstance(key, str):
+            return key.lower() in self._container
+        return False
+
+    def setdefault(self, key: str, default: str = "") -> str:
+        return super().setdefault(key, default)
+
+    def __eq__(self, other: object) -> bool:
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return False
+        else:
+            other_as_http_header_dict = type(self)(maybe_constructable)
+
+        return {k.lower(): v for k, v in self.itermerged()} == {
+            k.lower(): v for k, v in other_as_http_header_dict.itermerged()
+        }
+
+    def __ne__(self, other: object) -> bool:
+        return not self.__eq__(other)
+
+    def __len__(self) -> int:
+        return len(self._container)
+
+    def __iter__(self) -> typing.Iterator[str]:
+        # Only provide the originally cased names
+        for vals in self._container.values():
+            yield vals[0]
+
+    def discard(self, key: str) -> None:
+        try:
+            del self[key]
+        except KeyError:
+            pass
+
+    def add(self, key: str, val: str, *, combine: bool = False) -> None:
+        """Adds a (name, value) pair, doesn't overwrite the value if it already
+        exists.
+
+        If this is called with combine=True, instead of adding a new header value
+        as a distinct item during iteration, this will instead append the value to
+        any existing header value with a comma. If no existing header value exists
+        for the key, then the value will simply be added, ignoring the combine parameter.
+
+        >>> headers = HTTPHeaderDict(foo='bar')
+        >>> headers.add('Foo', 'baz')
+        >>> headers['foo']
+        'bar, baz'
+        >>> list(headers.items())
+        [('foo', 'bar'), ('foo', 'baz')]
+        >>> headers.add('foo', 'quz', combine=True)
+        >>> list(headers.items())
+        [('foo', 'bar, baz, quz')]
+        """
+        # avoid a bytes/str comparison by decoding before httplib
+        if isinstance(key, bytes):
+            key = key.decode("latin-1")
+        key_lower = key.lower()
+        new_vals = [key, val]
+        # Keep the common case aka no item present as fast as possible
+        vals = self._container.setdefault(key_lower, new_vals)
+        if new_vals is not vals:
+            # if there are values here, then there is at least the initial
+            # key/value pair
+            assert len(vals) >= 2
+            if combine:
+                vals[-1] = vals[-1] + ", " + val
+            else:
+                vals.append(val)
+
+    def extend(self, *args: ValidHTTPHeaderSource, **kwargs: str) -> None:
+        """Generic import function for any type of header-like object.
+        Adapted version of MutableMapping.update in order to insert items
+        with self.add instead of self.__setitem__
+        """
+        if len(args) > 1:
+            raise TypeError(
+                f"extend() takes at most 1 positional arguments ({len(args)} given)"
+            )
+        other = args[0] if len(args) >= 1 else ()
+
+        if isinstance(other, HTTPHeaderDict):
+            for key, val in other.iteritems():
+                self.add(key, val)
+        elif isinstance(other, typing.Mapping):
+            for key, val in other.items():
+                self.add(key, val)
+        elif isinstance(other, typing.Iterable):
+            other = typing.cast(typing.Iterable[typing.Tuple[str, str]], other)
+            for key, value in other:
+                self.add(key, value)
+        elif hasattr(other, "keys") and hasattr(other, "__getitem__"):
+            # THIS IS NOT A TYPESAFE BRANCH
+            # In this branch, the object has a `keys` attr but is not a Mapping or any of
+            # the other types indicated in the method signature. We do some stuff with
+            # it as though it partially implements the Mapping interface, but we're not
+            # doing that stuff safely AT ALL.
+            for key in other.keys():
+                self.add(key, other[key])
+
+        for key, value in kwargs.items():
+            self.add(key, value)
+
+    @typing.overload
+    def getlist(self, key: str) -> list[str]:
+        ...
+
+    @typing.overload
+    def getlist(self, key: str, default: _DT) -> list[str] | _DT:
+        ...
+
+    def getlist(
+        self, key: str, default: _Sentinel | _DT = _Sentinel.not_passed
+    ) -> list[str] | _DT:
+        """Returns a list of all the values for the named field. Returns an
+        empty list if the key doesn't exist."""
+        try:
+            vals = self._container[key.lower()]
+        except KeyError:
+            if default is _Sentinel.not_passed:
+                # _DT is unbound; empty list is instance of List[str]
+                return []
+            # _DT is bound; default is instance of _DT
+            return default
+        else:
+            # _DT may or may not be bound; vals[1:] is instance of List[str], which
+            # meets our external interface requirement of `Union[List[str], _DT]`.
+            return vals[1:]
+
+    def _prepare_for_method_change(self) -> Self:
+        """
+        Remove content-specific header fields before changing the request
+        method to GET or HEAD according to RFC 9110, Section 15.4.
+        """
+        content_specific_headers = [
+            "Content-Encoding",
+            "Content-Language",
+            "Content-Location",
+            "Content-Type",
+            "Content-Length",
+            "Digest",
+            "Last-Modified",
+        ]
+        for header in content_specific_headers:
+            self.discard(header)
+        return self
+
+    # Backwards compatibility for httplib
+    getheaders = getlist
+    getallmatchingheaders = getlist
+    iget = getlist
+
+    # Backwards compatibility for http.cookiejar
+    get_all = getlist
+
+    def __repr__(self) -> str:
+        return f"{type(self).__name__}({dict(self.itermerged())})"
+
+    def _copy_from(self, other: HTTPHeaderDict) -> None:
+        for key in other:
+            val = other.getlist(key)
+            self._container[key.lower()] = [key, *val]
+
+    def copy(self) -> Self:
+        clone = type(self)()
+        clone._copy_from(self)
+        return clone
+
+    def iteritems(self) -> typing.Iterator[tuple[str, str]]:
+        """Iterate over all header lines, including duplicate ones."""
+        for key in self:
+            vals = self._container[key.lower()]
+            for val in vals[1:]:
+                yield vals[0], val
+
+    def itermerged(self) -> typing.Iterator[tuple[str, str]]:
+        """Iterate over all headers, merging duplicate ones together."""
+        for key in self:
+            val = self._container[key.lower()]
+            yield val[0], ", ".join(val[1:])
+
+    def items(self) -> HTTPHeaderDictItemView:  # type: ignore[override]
+        return HTTPHeaderDictItemView(self)
+
+    def _has_value_for_header(self, header_name: str, potential_value: str) -> bool:
+        if header_name in self:
+            return potential_value in self._container[header_name.lower()][1:]
+        return False
+
+    def __ior__(self, other: object) -> HTTPHeaderDict:
+        # Supports extending a header dict in-place using operator |=
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        self.extend(maybe_constructable)
+        return self
+
+    def __or__(self, other: object) -> Self:
+        # Supports merging header dicts using operator |
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        result = self.copy()
+        result.extend(maybe_constructable)
+        return result
+
+    def __ror__(self, other: object) -> Self:
+        # Supports merging header dicts using operator | when other is on left side
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        result = type(self)(maybe_constructable)
+        result.extend(self)
+        return result
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_request_methods.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_request_methods.py
new file mode 100644
index 000000000..632042f03
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_request_methods.py
@@ -0,0 +1,279 @@
+from __future__ import annotations
+
+import json as _json
+import typing
+from urllib.parse import urlencode
+
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from .filepost import _TYPE_FIELDS, encode_multipart_formdata
+from .response import BaseHTTPResponse
+
+__all__ = ["RequestMethods"]
+
+_TYPE_ENCODE_URL_FIELDS = typing.Union[
+    typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]],
+    typing.Mapping[str, typing.Union[str, bytes]],
+]
+
+
+class RequestMethods:
+    """
+    Convenience mixin for classes who implement a :meth:`urlopen` method, such
+    as :class:`urllib3.HTTPConnectionPool` and
+    :class:`urllib3.PoolManager`.
+
+    Provides behavior for making common types of HTTP request methods and
+    decides which type of request field encoding to use.
+
+    Specifically,
+
+    :meth:`.request_encode_url` is for sending requests whose fields are
+    encoded in the URL (such as GET, HEAD, DELETE).
+
+    :meth:`.request_encode_body` is for sending requests whose fields are
+    encoded in the *body* of the request using multipart or www-form-urlencoded
+    (such as for POST, PUT, PATCH).
+
+    :meth:`.request` is for making any kind of request, it will look up the
+    appropriate encoding format and use one of the above two methods to make
+    the request.
+
+    Initializer parameters:
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+    """
+
+    _encode_url_methods = {"DELETE", "GET", "HEAD", "OPTIONS"}
+
+    def __init__(self, headers: typing.Mapping[str, str] | None = None) -> None:
+        self.headers = headers or {}
+
+    def urlopen(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        encode_multipart: bool = True,
+        multipart_boundary: str | None = None,
+        **kw: typing.Any,
+    ) -> BaseHTTPResponse:  # Abstract
+        raise NotImplementedError(
+            "Classes extending RequestMethods must implement "
+            "their own ``urlopen`` method."
+        )
+
+    def request(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        fields: _TYPE_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        json: typing.Any | None = None,
+        **urlopen_kw: typing.Any,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the appropriate encoding of
+        ``fields`` based on the ``method`` used.
+
+        This is a convenience method that requires the least amount of manual
+        effort. It can be used in most situations, while still having the
+        option to drop down to more specific methods when necessary, such as
+        :meth:`request_encode_url`, :meth:`request_encode_body`,
+        or even the lowest level :meth:`urlopen`.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param fields:
+            Data to encode and send in the request body.  Values are processed
+            by :func:`urllib.parse.urlencode`.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param json:
+            Data to encode and send as JSON with UTF-encoded in the request body.
+            The ``"Content-Type"`` header will be set to ``"application/json"``
+            unless specified otherwise.
+        """
+        method = method.upper()
+
+        if json is not None and body is not None:
+            raise TypeError(
+                "request got values for both 'body' and 'json' parameters which are mutually exclusive"
+            )
+
+        if json is not None:
+            if headers is None:
+                headers = self.headers
+
+            if not ("content-type" in map(str.lower, headers.keys())):
+                headers = HTTPHeaderDict(headers)
+                headers["Content-Type"] = "application/json"
+
+            body = _json.dumps(json, separators=(",", ":"), ensure_ascii=False).encode(
+                "utf-8"
+            )
+
+        if body is not None:
+            urlopen_kw["body"] = body
+
+        if method in self._encode_url_methods:
+            return self.request_encode_url(
+                method,
+                url,
+                fields=fields,  # type: ignore[arg-type]
+                headers=headers,
+                **urlopen_kw,
+            )
+        else:
+            return self.request_encode_body(
+                method, url, fields=fields, headers=headers, **urlopen_kw
+            )
+
+    def request_encode_url(
+        self,
+        method: str,
+        url: str,
+        fields: _TYPE_ENCODE_URL_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        **urlopen_kw: str,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the ``fields`` encoded in
+        the url. This is useful for request methods like GET, HEAD, DELETE, etc.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param fields:
+            Data to encode and send in the request body.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+        """
+        if headers is None:
+            headers = self.headers
+
+        extra_kw: dict[str, typing.Any] = {"headers": headers}
+        extra_kw.update(urlopen_kw)
+
+        if fields:
+            url += "?" + urlencode(fields)
+
+        return self.urlopen(method, url, **extra_kw)
+
+    def request_encode_body(
+        self,
+        method: str,
+        url: str,
+        fields: _TYPE_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        encode_multipart: bool = True,
+        multipart_boundary: str | None = None,
+        **urlopen_kw: str,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the ``fields`` encoded in
+        the body. This is useful for request methods like POST, PUT, PATCH, etc.
+
+        When ``encode_multipart=True`` (default), then
+        :func:`urllib3.encode_multipart_formdata` is used to encode
+        the payload with the appropriate content type. Otherwise
+        :func:`urllib.parse.urlencode` is used with the
+        'application/x-www-form-urlencoded' content type.
+
+        Multipart encoding must be used when posting files, and it's reasonably
+        safe to use it in other times too. However, it may break request
+        signing, such as with OAuth.
+
+        Supports an optional ``fields`` parameter of key/value strings AND
+        key/filetuple. A filetuple is a (filename, data, MIME type) tuple where
+        the MIME type is optional. For example::
+
+            fields = {
+                'foo': 'bar',
+                'fakefile': ('foofile.txt', 'contents of foofile'),
+                'realfile': ('barfile.txt', open('realfile').read()),
+                'typedfile': ('bazfile.bin', open('bazfile').read(),
+                              'image/jpeg'),
+                'nonamefile': 'contents of nonamefile field',
+            }
+
+        When uploading a file, providing a filename (the first parameter of the
+        tuple) is optional but recommended to best mimic behavior of browsers.
+
+        Note that if ``headers`` are supplied, the 'Content-Type' header will
+        be overwritten because it depends on the dynamic random boundary string
+        which is used to compose the body of the request. The random boundary
+        string can be explicitly set with the ``multipart_boundary`` parameter.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param fields:
+            Data to encode and send in the request body.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param encode_multipart:
+            If True, encode the ``fields`` using the multipart/form-data MIME
+            format.
+
+        :param multipart_boundary:
+            If not specified, then a random boundary will be generated using
+            :func:`urllib3.filepost.choose_boundary`.
+        """
+        if headers is None:
+            headers = self.headers
+
+        extra_kw: dict[str, typing.Any] = {"headers": HTTPHeaderDict(headers)}
+        body: bytes | str
+
+        if fields:
+            if "body" in urlopen_kw:
+                raise TypeError(
+                    "request got values for both 'fields' and 'body', can only specify one."
+                )
+
+            if encode_multipart:
+                body, content_type = encode_multipart_formdata(
+                    fields, boundary=multipart_boundary
+                )
+            else:
+                body, content_type = (
+                    urlencode(fields),  # type: ignore[arg-type]
+                    "application/x-www-form-urlencoded",
+                )
+
+            extra_kw["body"] = body
+            extra_kw["headers"].setdefault("Content-Type", content_type)
+
+        extra_kw.update(urlopen_kw)
+
+        return self.urlopen(method, url, **extra_kw)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_version.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_version.py
new file mode 100644
index 000000000..7442f2b84
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_version.py
@@ -0,0 +1,4 @@
+# This file is protected via CODEOWNERS
+from __future__ import annotations
+
+__version__ = "2.2.2"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connection.py
new file mode 100644
index 000000000..1b1627920
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connection.py
@@ -0,0 +1,929 @@
+from __future__ import annotations
+
+import datetime
+import logging
+import os
+import re
+import socket
+import sys
+import typing
+import warnings
+from http.client import HTTPConnection as _HTTPConnection
+from http.client import HTTPException as HTTPException  # noqa: F401
+from http.client import ResponseNotReady
+from socket import timeout as SocketTimeout
+
+if typing.TYPE_CHECKING:
+    from .response import HTTPResponse
+    from .util.ssl_ import _TYPE_PEER_CERT_RET_DICT
+    from .util.ssltransport import SSLTransport
+
+from ._collections import HTTPHeaderDict
+from .util.response import assert_header_parsing
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT, Timeout
+from .util.util import to_str
+from .util.wait import wait_for_read
+
+try:  # Compiled with SSL?
+    import ssl
+
+    BaseSSLError = ssl.SSLError
+except (ImportError, AttributeError):
+    ssl = None  # type: ignore[assignment]
+
+    class BaseSSLError(BaseException):  # type: ignore[no-redef]
+        pass
+
+
+from ._base_connection import _TYPE_BODY
+from ._base_connection import ProxyConfig as ProxyConfig
+from ._base_connection import _ResponseOptions as _ResponseOptions
+from ._version import __version__
+from .exceptions import (
+    ConnectTimeoutError,
+    HeaderParsingError,
+    NameResolutionError,
+    NewConnectionError,
+    ProxyError,
+    SystemTimeWarning,
+)
+from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection, ssl_
+from .util.request import body_to_chunks
+from .util.ssl_ import assert_fingerprint as _assert_fingerprint
+from .util.ssl_ import (
+    create_urllib3_context,
+    is_ipaddress,
+    resolve_cert_reqs,
+    resolve_ssl_version,
+    ssl_wrap_socket,
+)
+from .util.ssl_match_hostname import CertificateError, match_hostname
+from .util.url import Url
+
+# Not a no-op, we're adding this to the namespace so it can be imported.
+ConnectionError = ConnectionError
+BrokenPipeError = BrokenPipeError
+
+
+log = logging.getLogger(__name__)
+
+port_by_scheme = {"http": 80, "https": 443}
+
+# When it comes time to update this value as a part of regular maintenance
+# (ie test_recent_date is failing) update it to ~6 months before the current date.
+RECENT_DATE = datetime.date(2023, 6, 1)
+
+_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
+
+_HAS_SYS_AUDIT = hasattr(sys, "audit")
+
+
+class HTTPConnection(_HTTPConnection):
+    """
+    Based on :class:`http.client.HTTPConnection` but provides an extra constructor
+    backwards-compatibility layer between older and newer Pythons.
+
+    Additional keyword parameters are used to configure attributes of the connection.
+    Accepted parameters include:
+
+    - ``source_address``: Set the source address for the current connection.
+    - ``socket_options``: Set specific options on the underlying socket. If not specified, then
+      defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
+      Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
+
+      For example, if you wish to enable TCP Keep Alive in addition to the defaults,
+      you might pass:
+
+      .. code-block:: python
+
+         HTTPConnection.default_socket_options + [
+             (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+         ]
+
+      Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
+    """
+
+    default_port: typing.ClassVar[int] = port_by_scheme["http"]  # type: ignore[misc]
+
+    #: Disable Nagle's algorithm by default.
+    #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
+    default_socket_options: typing.ClassVar[connection._TYPE_SOCKET_OPTIONS] = [
+        (socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)
+    ]
+
+    #: Whether this connection verifies the host's certificate.
+    is_verified: bool = False
+
+    #: Whether this proxy connection verified the proxy host's certificate.
+    # If no proxy is currently connected to the value will be ``None``.
+    proxy_is_verified: bool | None = None
+
+    blocksize: int
+    source_address: tuple[str, int] | None
+    socket_options: connection._TYPE_SOCKET_OPTIONS | None
+
+    _has_connected_to_proxy: bool
+    _response_options: _ResponseOptions | None
+    _tunnel_host: str | None
+    _tunnel_port: int | None
+    _tunnel_scheme: str | None
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | (connection._TYPE_SOCKET_OPTIONS) = default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+    ) -> None:
+        super().__init__(
+            host=host,
+            port=port,
+            timeout=Timeout.resolve_default_timeout(timeout),
+            source_address=source_address,
+            blocksize=blocksize,
+        )
+        self.socket_options = socket_options
+        self.proxy = proxy
+        self.proxy_config = proxy_config
+
+        self._has_connected_to_proxy = False
+        self._response_options = None
+        self._tunnel_host: str | None = None
+        self._tunnel_port: int | None = None
+        self._tunnel_scheme: str | None = None
+
+    @property
+    def host(self) -> str:
+        """
+        Getter method to remove any trailing dots that indicate the hostname is an FQDN.
+
+        In general, SSL certificates don't include the trailing dot indicating a
+        fully-qualified domain name, and thus, they don't validate properly when
+        checked against a domain name that includes the dot. In addition, some
+        servers may not expect to receive the trailing dot when provided.
+
+        However, the hostname with trailing dot is critical to DNS resolution; doing a
+        lookup with the trailing dot will properly only resolve the appropriate FQDN,
+        whereas a lookup without a trailing dot will search the system's search domain
+        list. Thus, it's important to keep the original host around for use only in
+        those cases where it's appropriate (i.e., when doing DNS lookup to establish the
+        actual TCP connection across which we're going to send HTTP requests).
+        """
+        return self._dns_host.rstrip(".")
+
+    @host.setter
+    def host(self, value: str) -> None:
+        """
+        Setter for the `host` property.
+
+        We assume that only urllib3 uses the _dns_host attribute; httplib itself
+        only uses `host`, and it seems reasonable that other libraries follow suit.
+        """
+        self._dns_host = value
+
+    def _new_conn(self) -> socket.socket:
+        """Establish a socket connection and set nodelay settings on it.
+
+        :return: New socket connection.
+        """
+        try:
+            sock = connection.create_connection(
+                (self._dns_host, self.port),
+                self.timeout,
+                source_address=self.source_address,
+                socket_options=self.socket_options,
+            )
+        except socket.gaierror as e:
+            raise NameResolutionError(self.host, self, e) from e
+        except SocketTimeout as e:
+            raise ConnectTimeoutError(
+                self,
+                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+            ) from e
+
+        except OSError as e:
+            raise NewConnectionError(
+                self, f"Failed to establish a new connection: {e}"
+            ) from e
+
+        # Audit hooks are only available in Python 3.8+
+        if _HAS_SYS_AUDIT:
+            sys.audit("http.client.connect", self, self.host, self.port)
+
+        return sock
+
+    def set_tunnel(
+        self,
+        host: str,
+        port: int | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        scheme: str = "http",
+    ) -> None:
+        if scheme not in ("http", "https"):
+            raise ValueError(
+                f"Invalid proxy scheme for tunneling: {scheme!r}, must be either 'http' or 'https'"
+            )
+        super().set_tunnel(host, port=port, headers=headers)
+        self._tunnel_scheme = scheme
+
+    def connect(self) -> None:
+        self.sock = self._new_conn()
+        if self._tunnel_host:
+            # If we're tunneling it means we're connected to our proxy.
+            self._has_connected_to_proxy = True
+
+            # TODO: Fix tunnel so it doesn't depend on self.sock state.
+            self._tunnel()  # type: ignore[attr-defined]
+
+        # If there's a proxy to be connected to we are fully connected.
+        # This is set twice (once above and here) due to forwarding proxies
+        # not using tunnelling.
+        self._has_connected_to_proxy = bool(self.proxy)
+
+        if self._has_connected_to_proxy:
+            self.proxy_is_verified = False
+
+    @property
+    def is_closed(self) -> bool:
+        return self.sock is None
+
+    @property
+    def is_connected(self) -> bool:
+        if self.sock is None:
+            return False
+        return not wait_for_read(self.sock, timeout=0.0)
+
+    @property
+    def has_connected_to_proxy(self) -> bool:
+        return self._has_connected_to_proxy
+
+    @property
+    def proxy_is_forwarding(self) -> bool:
+        """
+        Return True if a forwarding proxy is configured, else return False
+        """
+        return bool(self.proxy) and self._tunnel_host is None
+
+    def close(self) -> None:
+        try:
+            super().close()
+        finally:
+            # Reset all stateful properties so connection
+            # can be re-used without leaking prior configs.
+            self.sock = None
+            self.is_verified = False
+            self.proxy_is_verified = None
+            self._has_connected_to_proxy = False
+            self._response_options = None
+            self._tunnel_host = None
+            self._tunnel_port = None
+            self._tunnel_scheme = None
+
+    def putrequest(
+        self,
+        method: str,
+        url: str,
+        skip_host: bool = False,
+        skip_accept_encoding: bool = False,
+    ) -> None:
+        """"""
+        # Empty docstring because the indentation of CPython's implementation
+        # is broken but we don't want this method in our documentation.
+        match = _CONTAINS_CONTROL_CHAR_RE.search(method)
+        if match:
+            raise ValueError(
+                f"Method cannot contain non-token characters {method!r} (found at least {match.group()!r})"
+            )
+
+        return super().putrequest(
+            method, url, skip_host=skip_host, skip_accept_encoding=skip_accept_encoding
+        )
+
+    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
+        """"""
+        if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
+            super().putheader(header, *values)
+        elif to_str(header.lower()) not in SKIPPABLE_HEADERS:
+            skippable_headers = "', '".join(
+                [str.title(header) for header in sorted(SKIPPABLE_HEADERS)]
+            )
+            raise ValueError(
+                f"urllib3.util.SKIP_HEADER only supports '{skippable_headers}'"
+            )
+
+    # `request` method's signature intentionally violates LSP.
+    # urllib3's API is different from `http.client.HTTPConnection` and the subclassing is only incidental.
+    def request(  # type: ignore[override]
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        *,
+        chunked: bool = False,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> None:
+        # Update the inner socket's timeout value to send the request.
+        # This only triggers if the connection is re-used.
+        if self.sock is not None:
+            self.sock.settimeout(self.timeout)
+
+        # Store these values to be fed into the HTTPResponse
+        # object later. TODO: Remove this in favor of a real
+        # HTTP lifecycle mechanism.
+
+        # We have to store these before we call .request()
+        # because sometimes we can still salvage a response
+        # off the wire even if we aren't able to completely
+        # send the request body.
+        self._response_options = _ResponseOptions(
+            request_method=method,
+            request_url=url,
+            preload_content=preload_content,
+            decode_content=decode_content,
+            enforce_content_length=enforce_content_length,
+        )
+
+        if headers is None:
+            headers = {}
+        header_keys = frozenset(to_str(k.lower()) for k in headers)
+        skip_accept_encoding = "accept-encoding" in header_keys
+        skip_host = "host" in header_keys
+        self.putrequest(
+            method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
+        )
+
+        # Transform the body into an iterable of sendall()-able chunks
+        # and detect if an explicit Content-Length is doable.
+        chunks_and_cl = body_to_chunks(body, method=method, blocksize=self.blocksize)
+        chunks = chunks_and_cl.chunks
+        content_length = chunks_and_cl.content_length
+
+        # When chunked is explicit set to 'True' we respect that.
+        if chunked:
+            if "transfer-encoding" not in header_keys:
+                self.putheader("Transfer-Encoding", "chunked")
+        else:
+            # Detect whether a framing mechanism is already in use. If so
+            # we respect that value, otherwise we pick chunked vs content-length
+            # depending on the type of 'body'.
+            if "content-length" in header_keys:
+                chunked = False
+            elif "transfer-encoding" in header_keys:
+                chunked = True
+
+            # Otherwise we go off the recommendation of 'body_to_chunks()'.
+            else:
+                chunked = False
+                if content_length is None:
+                    if chunks is not None:
+                        chunked = True
+                        self.putheader("Transfer-Encoding", "chunked")
+                else:
+                    self.putheader("Content-Length", str(content_length))
+
+        # Now that framing headers are out of the way we send all the other headers.
+        if "user-agent" not in header_keys:
+            self.putheader("User-Agent", _get_default_user_agent())
+        for header, value in headers.items():
+            self.putheader(header, value)
+        self.endheaders()
+
+        # If we're given a body we start sending that in chunks.
+        if chunks is not None:
+            for chunk in chunks:
+                # Sending empty chunks isn't allowed for TE: chunked
+                # as it indicates the end of the body.
+                if not chunk:
+                    continue
+                if isinstance(chunk, str):
+                    chunk = chunk.encode("utf-8")
+                if chunked:
+                    self.send(b"%x\r\n%b\r\n" % (len(chunk), chunk))
+                else:
+                    self.send(chunk)
+
+        # Regardless of whether we have a body or not, if we're in
+        # chunked mode we want to send an explicit empty chunk.
+        if chunked:
+            self.send(b"0\r\n\r\n")
+
+    def request_chunked(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+    ) -> None:
+        """
+        Alternative to the common request method, which sends the
+        body with chunked encoding and not as one block
+        """
+        warnings.warn(
+            "HTTPConnection.request_chunked() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead use HTTPConnection.request(..., chunked=True).",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        self.request(method, url, body=body, headers=headers, chunked=True)
+
+    def getresponse(  # type: ignore[override]
+        self,
+    ) -> HTTPResponse:
+        """
+        Get the response from the server.
+
+        If the HTTPConnection is in the correct state, returns an instance of HTTPResponse or of whatever object is returned by the response_class variable.
+
+        If a request has not been sent or if a previous response has not be handled, ResponseNotReady is raised. If the HTTP response indicates that the connection should be closed, then it will be closed before the response is returned. When the connection is closed, the underlying socket is closed.
+        """
+        # Raise the same error as http.client.HTTPConnection
+        if self._response_options is None:
+            raise ResponseNotReady()
+
+        # Reset this attribute for being used again.
+        resp_options = self._response_options
+        self._response_options = None
+
+        # Since the connection's timeout value may have been updated
+        # we need to set the timeout on the socket.
+        self.sock.settimeout(self.timeout)
+
+        # This is needed here to avoid circular import errors
+        from .response import HTTPResponse
+
+        # Get the response from http.client.HTTPConnection
+        httplib_response = super().getresponse()
+
+        try:
+            assert_header_parsing(httplib_response.msg)
+        except (HeaderParsingError, TypeError) as hpe:
+            log.warning(
+                "Failed to parse headers (url=%s): %s",
+                _url_from_connection(self, resp_options.request_url),
+                hpe,
+                exc_info=True,
+            )
+
+        headers = HTTPHeaderDict(httplib_response.msg.items())
+
+        response = HTTPResponse(
+            body=httplib_response,
+            headers=headers,
+            status=httplib_response.status,
+            version=httplib_response.version,
+            version_string=getattr(self, "_http_vsn_str", "HTTP/?"),
+            reason=httplib_response.reason,
+            preload_content=resp_options.preload_content,
+            decode_content=resp_options.decode_content,
+            original_response=httplib_response,
+            enforce_content_length=resp_options.enforce_content_length,
+            request_method=resp_options.request_method,
+            request_url=resp_options.request_url,
+        )
+        return response
+
+
+class HTTPSConnection(HTTPConnection):
+    """
+    Many of the parameters to this constructor are passed to the underlying SSL
+    socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
+    """
+
+    default_port = port_by_scheme["https"]  # type: ignore[misc]
+
+    cert_reqs: int | str | None = None
+    ca_certs: str | None = None
+    ca_cert_dir: str | None = None
+    ca_cert_data: None | str | bytes = None
+    ssl_version: int | str | None = None
+    ssl_minimum_version: int | None = None
+    ssl_maximum_version: int | None = None
+    assert_fingerprint: str | None = None
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | (connection._TYPE_SOCKET_OPTIONS) = HTTPConnection.default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+        cert_reqs: int | str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        server_hostname: str | None = None,
+        ssl_context: ssl.SSLContext | None = None,
+        ca_certs: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+        ssl_minimum_version: int | None = None,
+        ssl_maximum_version: int | None = None,
+        ssl_version: int | str | None = None,  # Deprecated
+        cert_file: str | None = None,
+        key_file: str | None = None,
+        key_password: str | None = None,
+    ) -> None:
+        super().__init__(
+            host,
+            port=port,
+            timeout=timeout,
+            source_address=source_address,
+            blocksize=blocksize,
+            socket_options=socket_options,
+            proxy=proxy,
+            proxy_config=proxy_config,
+        )
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.key_password = key_password
+        self.ssl_context = ssl_context
+        self.server_hostname = server_hostname
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+        # cert_reqs depends on ssl_context so calculate last.
+        if cert_reqs is None:
+            if self.ssl_context is not None:
+                cert_reqs = self.ssl_context.verify_mode
+            else:
+                cert_reqs = resolve_cert_reqs(None)
+        self.cert_reqs = cert_reqs
+
+    def set_cert(
+        self,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+    ) -> None:
+        """
+        This method should only be called once, before the connection is used.
+        """
+        warnings.warn(
+            "HTTPSConnection.set_cert() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead provide the parameters to the "
+            "HTTPSConnection constructor.",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+
+        # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
+        # have an SSLContext object in which case we'll use its verify_mode.
+        if cert_reqs is None:
+            if self.ssl_context is not None:
+                cert_reqs = self.ssl_context.verify_mode
+            else:
+                cert_reqs = resolve_cert_reqs(None)
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+    def connect(self) -> None:
+        sock: socket.socket | ssl.SSLSocket
+        self.sock = sock = self._new_conn()
+        server_hostname: str = self.host
+        tls_in_tls = False
+
+        # Do we need to establish a tunnel?
+        if self._tunnel_host is not None:
+            # We're tunneling to an HTTPS origin so need to do TLS-in-TLS.
+            if self._tunnel_scheme == "https":
+                # _connect_tls_proxy will verify and assign proxy_is_verified
+                self.sock = sock = self._connect_tls_proxy(self.host, sock)
+                tls_in_tls = True
+            elif self._tunnel_scheme == "http":
+                self.proxy_is_verified = False
+
+            # If we're tunneling it means we're connected to our proxy.
+            self._has_connected_to_proxy = True
+
+            self._tunnel()  # type: ignore[attr-defined]
+            # Override the host with the one we're requesting data from.
+            server_hostname = self._tunnel_host
+
+        if self.server_hostname is not None:
+            server_hostname = self.server_hostname
+
+        is_time_off = datetime.date.today() < RECENT_DATE
+        if is_time_off:
+            warnings.warn(
+                (
+                    f"System time is way off (before {RECENT_DATE}). This will probably "
+                    "lead to SSL verification errors"
+                ),
+                SystemTimeWarning,
+            )
+
+        # Remove trailing '.' from fqdn hostnames to allow certificate validation
+        server_hostname_rm_dot = server_hostname.rstrip(".")
+
+        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
+            sock=sock,
+            cert_reqs=self.cert_reqs,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            cert_file=self.cert_file,
+            key_file=self.key_file,
+            key_password=self.key_password,
+            server_hostname=server_hostname_rm_dot,
+            ssl_context=self.ssl_context,
+            tls_in_tls=tls_in_tls,
+            assert_hostname=self.assert_hostname,
+            assert_fingerprint=self.assert_fingerprint,
+        )
+        self.sock = sock_and_verified.socket
+
+        # Forwarding proxies can never have a verified target since
+        # the proxy is the one doing the verification. Should instead
+        # use a CONNECT tunnel in order to verify the target.
+        # See: https://github.com/urllib3/urllib3/issues/3267.
+        if self.proxy_is_forwarding:
+            self.is_verified = False
+        else:
+            self.is_verified = sock_and_verified.is_verified
+
+        # If there's a proxy to be connected to we are fully connected.
+        # This is set twice (once above and here) due to forwarding proxies
+        # not using tunnelling.
+        self._has_connected_to_proxy = bool(self.proxy)
+
+        # Set `self.proxy_is_verified` unless it's already set while
+        # establishing a tunnel.
+        if self._has_connected_to_proxy and self.proxy_is_verified is None:
+            self.proxy_is_verified = sock_and_verified.is_verified
+
+    def _connect_tls_proxy(self, hostname: str, sock: socket.socket) -> ssl.SSLSocket:
+        """
+        Establish a TLS connection to the proxy using the provided SSL context.
+        """
+        # `_connect_tls_proxy` is called when self._tunnel_host is truthy.
+        proxy_config = typing.cast(ProxyConfig, self.proxy_config)
+        ssl_context = proxy_config.ssl_context
+        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
+            sock,
+            cert_reqs=self.cert_reqs,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            server_hostname=hostname,
+            ssl_context=ssl_context,
+            assert_hostname=proxy_config.assert_hostname,
+            assert_fingerprint=proxy_config.assert_fingerprint,
+            # Features that aren't implemented for proxies yet:
+            cert_file=None,
+            key_file=None,
+            key_password=None,
+            tls_in_tls=False,
+        )
+        self.proxy_is_verified = sock_and_verified.is_verified
+        return sock_and_verified.socket  # type: ignore[return-value]
+
+
+class _WrappedAndVerifiedSocket(typing.NamedTuple):
+    """
+    Wrapped socket and whether the connection is
+    verified after the TLS handshake
+    """
+
+    socket: ssl.SSLSocket | SSLTransport
+    is_verified: bool
+
+
+def _ssl_wrap_socket_and_match_hostname(
+    sock: socket.socket,
+    *,
+    cert_reqs: None | str | int,
+    ssl_version: None | str | int,
+    ssl_minimum_version: int | None,
+    ssl_maximum_version: int | None,
+    cert_file: str | None,
+    key_file: str | None,
+    key_password: str | None,
+    ca_certs: str | None,
+    ca_cert_dir: str | None,
+    ca_cert_data: None | str | bytes,
+    assert_hostname: None | str | typing.Literal[False],
+    assert_fingerprint: str | None,
+    server_hostname: str | None,
+    ssl_context: ssl.SSLContext | None,
+    tls_in_tls: bool = False,
+) -> _WrappedAndVerifiedSocket:
+    """Logic for constructing an SSLContext from all TLS parameters, passing
+    that down into ssl_wrap_socket, and then doing certificate verification
+    either via hostname or fingerprint. This function exists to guarantee
+    that both proxies and targets have the same behavior when connecting via TLS.
+    """
+    default_ssl_context = False
+    if ssl_context is None:
+        default_ssl_context = True
+        context = create_urllib3_context(
+            ssl_version=resolve_ssl_version(ssl_version),
+            ssl_minimum_version=ssl_minimum_version,
+            ssl_maximum_version=ssl_maximum_version,
+            cert_reqs=resolve_cert_reqs(cert_reqs),
+        )
+    else:
+        context = ssl_context
+
+    context.verify_mode = resolve_cert_reqs(cert_reqs)
+
+    # In some cases, we want to verify hostnames ourselves
+    if (
+        # `ssl` can't verify fingerprints or alternate hostnames
+        assert_fingerprint
+        or assert_hostname
+        # assert_hostname can be set to False to disable hostname checking
+        or assert_hostname is False
+        # We still support OpenSSL 1.0.2, which prevents us from verifying
+        # hostnames easily: https://github.com/pyca/pyopenssl/pull/933
+        or ssl_.IS_PYOPENSSL
+        or not ssl_.HAS_NEVER_CHECK_COMMON_NAME
+    ):
+        context.check_hostname = False
+
+    # Try to load OS default certs if none are given. We need to do the hasattr() check
+    # for custom pyOpenSSL SSLContext objects because they don't support
+    # load_default_certs().
+    if (
+        not ca_certs
+        and not ca_cert_dir
+        and not ca_cert_data
+        and default_ssl_context
+        and hasattr(context, "load_default_certs")
+    ):
+        context.load_default_certs()
+
+    # Ensure that IPv6 addresses are in the proper format and don't have a
+    # scope ID. Python's SSL module fails to recognize scoped IPv6 addresses
+    # and interprets them as DNS hostnames.
+    if server_hostname is not None:
+        normalized = server_hostname.strip("[]")
+        if "%" in normalized:
+            normalized = normalized[: normalized.rfind("%")]
+        if is_ipaddress(normalized):
+            server_hostname = normalized
+
+    ssl_sock = ssl_wrap_socket(
+        sock=sock,
+        keyfile=key_file,
+        certfile=cert_file,
+        key_password=key_password,
+        ca_certs=ca_certs,
+        ca_cert_dir=ca_cert_dir,
+        ca_cert_data=ca_cert_data,
+        server_hostname=server_hostname,
+        ssl_context=context,
+        tls_in_tls=tls_in_tls,
+    )
+
+    try:
+        if assert_fingerprint:
+            _assert_fingerprint(
+                ssl_sock.getpeercert(binary_form=True), assert_fingerprint
+            )
+        elif (
+            context.verify_mode != ssl.CERT_NONE
+            and not context.check_hostname
+            and assert_hostname is not False
+        ):
+            cert: _TYPE_PEER_CERT_RET_DICT = ssl_sock.getpeercert()  # type: ignore[assignment]
+
+            # Need to signal to our match_hostname whether to use 'commonName' or not.
+            # If we're using our own constructed SSLContext we explicitly set 'False'
+            # because PyPy hard-codes 'True' from SSLContext.hostname_checks_common_name.
+            if default_ssl_context:
+                hostname_checks_common_name = False
+            else:
+                hostname_checks_common_name = (
+                    getattr(context, "hostname_checks_common_name", False) or False
+                )
+
+            _match_hostname(
+                cert,
+                assert_hostname or server_hostname,  # type: ignore[arg-type]
+                hostname_checks_common_name,
+            )
+
+        return _WrappedAndVerifiedSocket(
+            socket=ssl_sock,
+            is_verified=context.verify_mode == ssl.CERT_REQUIRED
+            or bool(assert_fingerprint),
+        )
+    except BaseException:
+        ssl_sock.close()
+        raise
+
+
+def _match_hostname(
+    cert: _TYPE_PEER_CERT_RET_DICT | None,
+    asserted_hostname: str,
+    hostname_checks_common_name: bool = False,
+) -> None:
+    # Our upstream implementation of ssl.match_hostname()
+    # only applies this normalization to IP addresses so it doesn't
+    # match DNS SANs so we do the same thing!
+    stripped_hostname = asserted_hostname.strip("[]")
+    if is_ipaddress(stripped_hostname):
+        asserted_hostname = stripped_hostname
+
+    try:
+        match_hostname(cert, asserted_hostname, hostname_checks_common_name)
+    except CertificateError as e:
+        log.warning(
+            "Certificate did not match expected hostname: %s. Certificate: %s",
+            asserted_hostname,
+            cert,
+        )
+        # Add cert to exception and reraise so client code can inspect
+        # the cert when catching the exception, if they want to
+        e._peer_cert = cert  # type: ignore[attr-defined]
+        raise
+
+
+def _wrap_proxy_error(err: Exception, proxy_scheme: str | None) -> ProxyError:
+    # Look for the phrase 'wrong version number', if found
+    # then we should warn the user that we're very sure that
+    # this proxy is HTTP-only and they have a configuration issue.
+    error_normalized = " ".join(re.split("[^a-z]", str(err).lower()))
+    is_likely_http_proxy = (
+        "wrong version number" in error_normalized
+        or "unknown protocol" in error_normalized
+        or "record layer failure" in error_normalized
+    )
+    http_proxy_warning = (
+        ". Your proxy appears to only use HTTP and not HTTPS, "
+        "try changing your proxy URL to be HTTP. See: "
+        "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
+        "#https-proxy-error-http-proxy"
+    )
+    new_err = ProxyError(
+        f"Unable to connect to proxy"
+        f"{http_proxy_warning if is_likely_http_proxy and proxy_scheme == 'https' else ''}",
+        err,
+    )
+    new_err.__cause__ = err
+    return new_err
+
+
+def _get_default_user_agent() -> str:
+    return f"python-urllib3/{__version__}"
+
+
+class DummyConnection:
+    """Used to detect a failed ConnectionCls import."""
+
+
+if not ssl:
+    HTTPSConnection = DummyConnection  # type: ignore[misc, assignment] # noqa: F811
+
+
+VerifiedHTTPSConnection = HTTPSConnection
+
+
+def _url_from_connection(
+    conn: HTTPConnection | HTTPSConnection, path: str | None = None
+) -> str:
+    """Returns the URL from a given connection. This is mainly used for testing and logging."""
+
+    scheme = "https" if isinstance(conn, HTTPSConnection) else "http"
+
+    return Url(scheme=scheme, host=conn.host, port=conn.port, path=path).url
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connectionpool.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connectionpool.py
new file mode 100644
index 000000000..a2c3cf609
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connectionpool.py
@@ -0,0 +1,1182 @@
+from __future__ import annotations
+
+import errno
+import logging
+import queue
+import sys
+import typing
+import warnings
+import weakref
+from socket import timeout as SocketTimeout
+from types import TracebackType
+
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from ._request_methods import RequestMethods
+from .connection import (
+    BaseSSLError,
+    BrokenPipeError,
+    DummyConnection,
+    HTTPConnection,
+    HTTPException,
+    HTTPSConnection,
+    ProxyConfig,
+    _wrap_proxy_error,
+)
+from .connection import port_by_scheme as port_by_scheme
+from .exceptions import (
+    ClosedPoolError,
+    EmptyPoolError,
+    FullPoolError,
+    HostChangedError,
+    InsecureRequestWarning,
+    LocationValueError,
+    MaxRetryError,
+    NewConnectionError,
+    ProtocolError,
+    ProxyError,
+    ReadTimeoutError,
+    SSLError,
+    TimeoutError,
+)
+from .response import BaseHTTPResponse
+from .util.connection import is_connection_dropped
+from .util.proxy import connection_requires_http_tunnel
+from .util.request import _TYPE_BODY_POSITION, set_file_position
+from .util.retry import Retry
+from .util.ssl_match_hostname import CertificateError
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_DEFAULT, Timeout
+from .util.url import Url, _encode_target
+from .util.url import _normalize_host as normalize_host
+from .util.url import parse_url
+from .util.util import to_str
+
+if typing.TYPE_CHECKING:
+    import ssl
+
+    from typing_extensions import Self
+
+    from ._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+log = logging.getLogger(__name__)
+
+_TYPE_TIMEOUT = typing.Union[Timeout, float, _TYPE_DEFAULT, None]
+
+
+# Pool objects
+class ConnectionPool:
+    """
+    Base class for all connection pools, such as
+    :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
+
+    .. note::
+       ConnectionPool.urlopen() does not normalize or percent-encode target URIs
+       which is useful if your target server doesn't support percent-encoded
+       target URIs.
+    """
+
+    scheme: str | None = None
+    QueueCls = queue.LifoQueue
+
+    def __init__(self, host: str, port: int | None = None) -> None:
+        if not host:
+            raise LocationValueError("No host specified.")
+
+        self.host = _normalize_host(host, scheme=self.scheme)
+        self.port = port
+
+        # This property uses 'normalize_host()' (not '_normalize_host()')
+        # to avoid removing square braces around IPv6 addresses.
+        # This value is sent to `HTTPConnection.set_tunnel()` if called
+        # because square braces are required for HTTP CONNECT tunneling.
+        self._tunnel_host = normalize_host(host, scheme=self.scheme).lower()
+
+    def __str__(self) -> str:
+        return f"{type(self).__name__}(host={self.host!r}, port={self.port!r})"
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> typing.Literal[False]:
+        self.close()
+        # Return False to re-raise any potential exceptions
+        return False
+
+    def close(self) -> None:
+        """
+        Close all pooled connections and disable the pool.
+        """
+
+
+# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
+_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
+
+
+class HTTPConnectionPool(ConnectionPool, RequestMethods):
+    """
+    Thread-safe connection pool for one host.
+
+    :param host:
+        Host used for this HTTP Connection (e.g. "localhost"), passed into
+        :class:`http.client.HTTPConnection`.
+
+    :param port:
+        Port used for this HTTP Connection (None is equivalent to 80), passed
+        into :class:`http.client.HTTPConnection`.
+
+    :param timeout:
+        Socket timeout in seconds for each individual connection. This can
+        be a float or integer, which sets the timeout for the HTTP request,
+        or an instance of :class:`urllib3.util.Timeout` which gives you more
+        fine-grained control over request timeouts. After the constructor has
+        been parsed, this is always a `urllib3.util.Timeout` object.
+
+    :param maxsize:
+        Number of connections to save that can be reused. More than 1 is useful
+        in multithreaded situations. If ``block`` is set to False, more
+        connections will be created but they will not be saved once they've
+        been used.
+
+    :param block:
+        If set to True, no more than ``maxsize`` connections will be used at
+        a time. When no free connections are available, the call will block
+        until a connection has been released. This is a useful side effect for
+        particular multithreaded situations where one does not want to use more
+        than maxsize connections per host to prevent flooding.
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+
+    :param retries:
+        Retry configuration to use by default with requests in this pool.
+
+    :param _proxy:
+        Parsed proxy URL, should not be used directly, instead, see
+        :class:`urllib3.ProxyManager`
+
+    :param _proxy_headers:
+        A dictionary with proxy headers, should not be used directly,
+        instead, see :class:`urllib3.ProxyManager`
+
+    :param \\**conn_kw:
+        Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
+        :class:`urllib3.connection.HTTPSConnection` instances.
+    """
+
+    scheme = "http"
+    ConnectionCls: (
+        type[BaseHTTPConnection] | type[BaseHTTPSConnection]
+    ) = HTTPConnection
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
+        maxsize: int = 1,
+        block: bool = False,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        _proxy: Url | None = None,
+        _proxy_headers: typing.Mapping[str, str] | None = None,
+        _proxy_config: ProxyConfig | None = None,
+        **conn_kw: typing.Any,
+    ):
+        ConnectionPool.__init__(self, host, port)
+        RequestMethods.__init__(self, headers)
+
+        if not isinstance(timeout, Timeout):
+            timeout = Timeout.from_float(timeout)
+
+        if retries is None:
+            retries = Retry.DEFAULT
+
+        self.timeout = timeout
+        self.retries = retries
+
+        self.pool: queue.LifoQueue[typing.Any] | None = self.QueueCls(maxsize)
+        self.block = block
+
+        self.proxy = _proxy
+        self.proxy_headers = _proxy_headers or {}
+        self.proxy_config = _proxy_config
+
+        # Fill the queue up so that doing get() on it will block properly
+        for _ in range(maxsize):
+            self.pool.put(None)
+
+        # These are mostly for testing and debugging purposes.
+        self.num_connections = 0
+        self.num_requests = 0
+        self.conn_kw = conn_kw
+
+        if self.proxy:
+            # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
+            # We cannot know if the user has added default socket options, so we cannot replace the
+            # list.
+            self.conn_kw.setdefault("socket_options", [])
+
+            self.conn_kw["proxy"] = self.proxy
+            self.conn_kw["proxy_config"] = self.proxy_config
+
+        # Do not pass 'self' as callback to 'finalize'.
+        # Then the 'finalize' would keep an endless living (leak) to self.
+        # By just passing a reference to the pool allows the garbage collector
+        # to free self if nobody else has a reference to it.
+        pool = self.pool
+
+        # Close all the HTTPConnections in the pool before the
+        # HTTPConnectionPool object is garbage collected.
+        weakref.finalize(self, _close_pool_connections, pool)
+
+    def _new_conn(self) -> BaseHTTPConnection:
+        """
+        Return a fresh :class:`HTTPConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTP connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "80",
+        )
+
+        conn = self.ConnectionCls(
+            host=self.host,
+            port=self.port,
+            timeout=self.timeout.connect_timeout,
+            **self.conn_kw,
+        )
+        return conn
+
+    def _get_conn(self, timeout: float | None = None) -> BaseHTTPConnection:
+        """
+        Get a connection. Will return a pooled connection if one is available.
+
+        If no connections are available and :prop:`.block` is ``False``, then a
+        fresh connection is returned.
+
+        :param timeout:
+            Seconds to wait before giving up and raising
+            :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
+            :prop:`.block` is ``True``.
+        """
+        conn = None
+
+        if self.pool is None:
+            raise ClosedPoolError(self, "Pool is closed.")
+
+        try:
+            conn = self.pool.get(block=self.block, timeout=timeout)
+
+        except AttributeError:  # self.pool is None
+            raise ClosedPoolError(self, "Pool is closed.") from None  # Defensive:
+
+        except queue.Empty:
+            if self.block:
+                raise EmptyPoolError(
+                    self,
+                    "Pool is empty and a new connection can't be opened due to blocking mode.",
+                ) from None
+            pass  # Oh well, we'll create a new connection then
+
+        # If this is a persistent connection, check if it got disconnected
+        if conn and is_connection_dropped(conn):
+            log.debug("Resetting dropped connection: %s", self.host)
+            conn.close()
+
+        return conn or self._new_conn()
+
+    def _put_conn(self, conn: BaseHTTPConnection | None) -> None:
+        """
+        Put a connection back into the pool.
+
+        :param conn:
+            Connection object for the current host and port as returned by
+            :meth:`._new_conn` or :meth:`._get_conn`.
+
+        If the pool is already full, the connection is closed and discarded
+        because we exceeded maxsize. If connections are discarded frequently,
+        then maxsize should be increased.
+
+        If the pool is closed, then the connection will be closed and discarded.
+        """
+        if self.pool is not None:
+            try:
+                self.pool.put(conn, block=False)
+                return  # Everything is dandy, done.
+            except AttributeError:
+                # self.pool is None.
+                pass
+            except queue.Full:
+                # Connection never got put back into the pool, close it.
+                if conn:
+                    conn.close()
+
+                if self.block:
+                    # This should never happen if you got the conn from self._get_conn
+                    raise FullPoolError(
+                        self,
+                        "Pool reached maximum size and no more connections are allowed.",
+                    ) from None
+
+                log.warning(
+                    "Connection pool is full, discarding connection: %s. Connection pool size: %s",
+                    self.host,
+                    self.pool.qsize(),
+                )
+
+        # Connection never got put back into the pool, close it.
+        if conn:
+            conn.close()
+
+    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
+        """
+        Called right before a request is made, after the socket is created.
+        """
+
+    def _prepare_proxy(self, conn: BaseHTTPConnection) -> None:
+        # Nothing to do for HTTP connections.
+        pass
+
+    def _get_timeout(self, timeout: _TYPE_TIMEOUT) -> Timeout:
+        """Helper that always returns a :class:`urllib3.util.Timeout`"""
+        if timeout is _DEFAULT_TIMEOUT:
+            return self.timeout.clone()
+
+        if isinstance(timeout, Timeout):
+            return timeout.clone()
+        else:
+            # User passed us an int/float. This is for backwards compatibility,
+            # can be removed later
+            return Timeout.from_float(timeout)
+
+    def _raise_timeout(
+        self,
+        err: BaseSSLError | OSError | SocketTimeout,
+        url: str,
+        timeout_value: _TYPE_TIMEOUT | None,
+    ) -> None:
+        """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
+
+        if isinstance(err, SocketTimeout):
+            raise ReadTimeoutError(
+                self, url, f"Read timed out. (read timeout={timeout_value})"
+            ) from err
+
+        # See the above comment about EAGAIN in Python 3.
+        if hasattr(err, "errno") and err.errno in _blocking_errnos:
+            raise ReadTimeoutError(
+                self, url, f"Read timed out. (read timeout={timeout_value})"
+            ) from err
+
+    def _make_request(
+        self,
+        conn: BaseHTTPConnection,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | None = None,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        chunked: bool = False,
+        response_conn: BaseHTTPConnection | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> BaseHTTPResponse:
+        """
+        Perform a request on a given urllib connection object taken from our
+        pool.
+
+        :param conn:
+            a connection from one of our connection pools
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param retries:
+            Configure the number of retries to allow before raising a
+            :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+            Pass ``None`` to retry until you receive a response. Pass a
+            :class:`~urllib3.util.retry.Retry` object for fine-grained control
+            over different types of retries.
+            Pass an integer number to retry connection errors that many times,
+            but no other types of errors. Pass zero to never retry.
+
+            If ``False``, then retries are disabled and any exception is raised
+            immediately. Also, instead of raising a MaxRetryError on redirects,
+            the redirect response will be returned.
+
+        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+        :param timeout:
+            If specified, overrides the default timeout for this one
+            request. It may be a float (in seconds) or an instance of
+            :class:`urllib3.util.Timeout`.
+
+        :param chunked:
+            If True, urllib3 will send the body using chunked transfer
+            encoding. Otherwise, urllib3 will send the body using the standard
+            content-length form. Defaults to False.
+
+        :param response_conn:
+            Set this to ``None`` if you will handle releasing the connection or
+            set the connection to have the response release it.
+
+        :param preload_content:
+          If True, the response's body will be preloaded during construction.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param enforce_content_length:
+            Enforce content length checking. Body returned by server must match
+            value of Content-Length header, if present. Otherwise, raise error.
+        """
+        self.num_requests += 1
+
+        timeout_obj = self._get_timeout(timeout)
+        timeout_obj.start_connect()
+        conn.timeout = Timeout.resolve_default_timeout(timeout_obj.connect_timeout)
+
+        try:
+            # Trigger any extra validation we need to do.
+            try:
+                self._validate_conn(conn)
+            except (SocketTimeout, BaseSSLError) as e:
+                self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
+                raise
+
+        # _validate_conn() starts the connection to an HTTPS proxy
+        # so we need to wrap errors with 'ProxyError' here too.
+        except (
+            OSError,
+            NewConnectionError,
+            TimeoutError,
+            BaseSSLError,
+            CertificateError,
+            SSLError,
+        ) as e:
+            new_e: Exception = e
+            if isinstance(e, (BaseSSLError, CertificateError)):
+                new_e = SSLError(e)
+            # If the connection didn't successfully connect to it's proxy
+            # then there
+            if isinstance(
+                new_e, (OSError, NewConnectionError, TimeoutError, SSLError)
+            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
+                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
+            raise new_e
+
+        # conn.request() calls http.client.*.request, not the method in
+        # urllib3.request. It also calls makefile (recv) on the socket.
+        try:
+            conn.request(
+                method,
+                url,
+                body=body,
+                headers=headers,
+                chunked=chunked,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                enforce_content_length=enforce_content_length,
+            )
+
+        # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
+        # legitimately able to close the connection after sending a valid response.
+        # With this behaviour, the received response is still readable.
+        except BrokenPipeError:
+            pass
+        except OSError as e:
+            # MacOS/Linux
+            # EPROTOTYPE and ECONNRESET are needed on macOS
+            # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
+            # Condition changed later to emit ECONNRESET instead of only EPROTOTYPE.
+            if e.errno != errno.EPROTOTYPE and e.errno != errno.ECONNRESET:
+                raise
+
+        # Reset the timeout for the recv() on the socket
+        read_timeout = timeout_obj.read_timeout
+
+        if not conn.is_closed:
+            # In Python 3 socket.py will catch EAGAIN and return None when you
+            # try and read into the file pointer created by http.client, which
+            # instead raises a BadStatusLine exception. Instead of catching
+            # the exception and assuming all BadStatusLine exceptions are read
+            # timeouts, check for a zero timeout before making the request.
+            if read_timeout == 0:
+                raise ReadTimeoutError(
+                    self, url, f"Read timed out. (read timeout={read_timeout})"
+                )
+            conn.timeout = read_timeout
+
+        # Receive the response from the server
+        try:
+            response = conn.getresponse()
+        except (BaseSSLError, OSError) as e:
+            self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
+            raise
+
+        # Set properties that are used by the pooling layer.
+        response.retries = retries
+        response._connection = response_conn  # type: ignore[attr-defined]
+        response._pool = self  # type: ignore[attr-defined]
+
+        log.debug(
+            '%s://%s:%s "%s %s HTTP/%s" %s %s',
+            self.scheme,
+            self.host,
+            self.port,
+            method,
+            url,
+            response.version,
+            response.status,
+            response.length_remaining,
+        )
+
+        return response
+
+    def close(self) -> None:
+        """
+        Close all pooled connections and disable the pool.
+        """
+        if self.pool is None:
+            return
+        # Disable access to the pool
+        old_pool, self.pool = self.pool, None
+
+        # Close all the HTTPConnections in the pool.
+        _close_pool_connections(old_pool)
+
+    def is_same_host(self, url: str) -> bool:
+        """
+        Check if the given ``url`` is a member of the same host as this
+        connection pool.
+        """
+        if url.startswith("/"):
+            return True
+
+        # TODO: Add optional support for socket.gethostbyname checking.
+        scheme, _, host, port, *_ = parse_url(url)
+        scheme = scheme or "http"
+        if host is not None:
+            host = _normalize_host(host, scheme=scheme)
+
+        # Use explicit default port for comparison when none is given
+        if self.port and not port:
+            port = port_by_scheme.get(scheme)
+        elif not self.port and port == port_by_scheme.get(scheme):
+            port = None
+
+        return (scheme, host, port) == (self.scheme, self.host, self.port)
+
+    def urlopen(  # type: ignore[override]
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        redirect: bool = True,
+        assert_same_host: bool = True,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        pool_timeout: int | None = None,
+        release_conn: bool | None = None,
+        chunked: bool = False,
+        body_pos: _TYPE_BODY_POSITION | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        **response_kw: typing.Any,
+    ) -> BaseHTTPResponse:
+        """
+        Get a connection from the pool and perform an HTTP request. This is the
+        lowest level call for making a request, so you'll need to specify all
+        the raw details.
+
+        .. note::
+
+           More commonly, it's appropriate to use a convenience method
+           such as :meth:`request`.
+
+        .. note::
+
+           `release_conn` will only behave as expected if
+           `preload_content=False` because we want to make
+           `preload_content=False` the default behaviour someday soon without
+           breaking backwards compatibility.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param retries:
+            Configure the number of retries to allow before raising a
+            :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+            If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
+            :class:`~urllib3.util.retry.Retry` object for fine-grained control
+            over different types of retries.
+            Pass an integer number to retry connection errors that many times,
+            but no other types of errors. Pass zero to never retry.
+
+            If ``False``, then retries are disabled and any exception is raised
+            immediately. Also, instead of raising a MaxRetryError on redirects,
+            the redirect response will be returned.
+
+        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+        :param redirect:
+            If True, automatically handle redirects (status codes 301, 302,
+            303, 307, 308). Each redirect counts as a retry. Disabling retries
+            will disable redirect, too.
+
+        :param assert_same_host:
+            If ``True``, will make sure that the host of the pool requests is
+            consistent else will raise HostChangedError. When ``False``, you can
+            use the pool on an HTTP proxy and request foreign hosts.
+
+        :param timeout:
+            If specified, overrides the default timeout for this one
+            request. It may be a float (in seconds) or an instance of
+            :class:`urllib3.util.Timeout`.
+
+        :param pool_timeout:
+            If set and the pool is set to block=True, then this method will
+            block for ``pool_timeout`` seconds and raise EmptyPoolError if no
+            connection is available within the time period.
+
+        :param bool preload_content:
+            If True, the response's body will be preloaded into memory.
+
+        :param bool decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param release_conn:
+            If False, then the urlopen call will not release the connection
+            back into the pool once a response is received (but will release if
+            you read the entire contents of the response such as when
+            `preload_content=True`). This is useful if you're not preloading
+            the response's content immediately. You will need to call
+            ``r.release_conn()`` on the response ``r`` to return the connection
+            back into the pool. If None, it takes the value of ``preload_content``
+            which defaults to ``True``.
+
+        :param bool chunked:
+            If True, urllib3 will send the body using chunked transfer
+            encoding. Otherwise, urllib3 will send the body using the standard
+            content-length form. Defaults to False.
+
+        :param int body_pos:
+            Position to seek to in file-like body in the event of a retry or
+            redirect. Typically this won't need to be set because urllib3 will
+            auto-populate the value when needed.
+        """
+        parsed_url = parse_url(url)
+        destination_scheme = parsed_url.scheme
+
+        if headers is None:
+            headers = self.headers
+
+        if not isinstance(retries, Retry):
+            retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
+
+        if release_conn is None:
+            release_conn = preload_content
+
+        # Check host
+        if assert_same_host and not self.is_same_host(url):
+            raise HostChangedError(self, url, retries)
+
+        # Ensure that the URL we're connecting to is properly encoded
+        if url.startswith("/"):
+            url = to_str(_encode_target(url))
+        else:
+            url = to_str(parsed_url.url)
+
+        conn = None
+
+        # Track whether `conn` needs to be released before
+        # returning/raising/recursing. Update this variable if necessary, and
+        # leave `release_conn` constant throughout the function. That way, if
+        # the function recurses, the original value of `release_conn` will be
+        # passed down into the recursive call, and its value will be respected.
+        #
+        # See issue #651 [1] for details.
+        #
+        # [1] <https://github.com/urllib3/urllib3/issues/651>
+        release_this_conn = release_conn
+
+        http_tunnel_required = connection_requires_http_tunnel(
+            self.proxy, self.proxy_config, destination_scheme
+        )
+
+        # Merge the proxy headers. Only done when not using HTTP CONNECT. We
+        # have to copy the headers dict so we can safely change it without those
+        # changes being reflected in anyone else's copy.
+        if not http_tunnel_required:
+            headers = headers.copy()  # type: ignore[attr-defined]
+            headers.update(self.proxy_headers)  # type: ignore[union-attr]
+
+        # Must keep the exception bound to a separate variable or else Python 3
+        # complains about UnboundLocalError.
+        err = None
+
+        # Keep track of whether we cleanly exited the except block. This
+        # ensures we do proper cleanup in finally.
+        clean_exit = False
+
+        # Rewind body position, if needed. Record current position
+        # for future rewinds in the event of a redirect/retry.
+        body_pos = set_file_position(body, body_pos)
+
+        try:
+            # Request a connection from the queue.
+            timeout_obj = self._get_timeout(timeout)
+            conn = self._get_conn(timeout=pool_timeout)
+
+            conn.timeout = timeout_obj.connect_timeout  # type: ignore[assignment]
+
+            # Is this a closed/new connection that requires CONNECT tunnelling?
+            if self.proxy is not None and http_tunnel_required and conn.is_closed:
+                try:
+                    self._prepare_proxy(conn)
+                except (BaseSSLError, OSError, SocketTimeout) as e:
+                    self._raise_timeout(
+                        err=e, url=self.proxy.url, timeout_value=conn.timeout
+                    )
+                    raise
+
+            # If we're going to release the connection in ``finally:``, then
+            # the response doesn't need to know about the connection. Otherwise
+            # it will also try to release it and we'll have a double-release
+            # mess.
+            response_conn = conn if not release_conn else None
+
+            # Make the request on the HTTPConnection object
+            response = self._make_request(
+                conn,
+                method,
+                url,
+                timeout=timeout_obj,
+                body=body,
+                headers=headers,
+                chunked=chunked,
+                retries=retries,
+                response_conn=response_conn,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+            # Everything went great!
+            clean_exit = True
+
+        except EmptyPoolError:
+            # Didn't get a connection from the pool, no need to clean up
+            clean_exit = True
+            release_this_conn = False
+            raise
+
+        except (
+            TimeoutError,
+            HTTPException,
+            OSError,
+            ProtocolError,
+            BaseSSLError,
+            SSLError,
+            CertificateError,
+            ProxyError,
+        ) as e:
+            # Discard the connection for these exceptions. It will be
+            # replaced during the next _get_conn() call.
+            clean_exit = False
+            new_e: Exception = e
+            if isinstance(e, (BaseSSLError, CertificateError)):
+                new_e = SSLError(e)
+            if isinstance(
+                new_e,
+                (
+                    OSError,
+                    NewConnectionError,
+                    TimeoutError,
+                    SSLError,
+                    HTTPException,
+                ),
+            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
+                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
+            elif isinstance(new_e, (OSError, HTTPException)):
+                new_e = ProtocolError("Connection aborted.", new_e)
+
+            retries = retries.increment(
+                method, url, error=new_e, _pool=self, _stacktrace=sys.exc_info()[2]
+            )
+            retries.sleep()
+
+            # Keep track of the error for the retry warning.
+            err = e
+
+        finally:
+            if not clean_exit:
+                # We hit some kind of exception, handled or otherwise. We need
+                # to throw the connection away unless explicitly told not to.
+                # Close the connection, set the variable to None, and make sure
+                # we put the None back in the pool to avoid leaking it.
+                if conn:
+                    conn.close()
+                    conn = None
+                release_this_conn = True
+
+            if release_this_conn:
+                # Put the connection back to be reused. If the connection is
+                # expired then it will be None, which will get replaced with a
+                # fresh connection during _get_conn.
+                self._put_conn(conn)
+
+        if not conn:
+            # Try again
+            log.warning(
+                "Retrying (%r) after connection broken by '%r': %s", retries, err, url
+            )
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries,
+                redirect,
+                assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        # Handle redirect?
+        redirect_location = redirect and response.get_redirect_location()
+        if redirect_location:
+            if response.status == 303:
+                # Change the method according to RFC 9110, Section 15.4.4.
+                method = "GET"
+                # And lose the body not to transfer anything sensitive.
+                body = None
+                headers = HTTPHeaderDict(headers)._prepare_for_method_change()
+
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_redirect:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep_for_retry(response)
+            log.debug("Redirecting %s -> %s", url, redirect_location)
+            return self.urlopen(
+                method,
+                redirect_location,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        # Check if we should retry the HTTP response.
+        has_retry_after = bool(response.headers.get("Retry-After"))
+        if retries.is_retry(method, response.status, has_retry_after):
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_status:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep(response)
+            log.debug("Retry: %s", url)
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        return response
+
+
+class HTTPSConnectionPool(HTTPConnectionPool):
+    """
+    Same as :class:`.HTTPConnectionPool`, but HTTPS.
+
+    :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
+    ``assert_hostname`` and ``host`` in this order to verify connections.
+    If ``assert_hostname`` is False, no verification is done.
+
+    The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
+    ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
+    is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
+    the connection socket into an SSL socket.
+    """
+
+    scheme = "https"
+    ConnectionCls: type[BaseHTTPSConnection] = HTTPSConnection
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
+        maxsize: int = 1,
+        block: bool = False,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        _proxy: Url | None = None,
+        _proxy_headers: typing.Mapping[str, str] | None = None,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        ssl_version: int | str | None = None,
+        ssl_minimum_version: ssl.TLSVersion | None = None,
+        ssl_maximum_version: ssl.TLSVersion | None = None,
+        assert_hostname: str | typing.Literal[False] | None = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        **conn_kw: typing.Any,
+    ) -> None:
+        super().__init__(
+            host,
+            port,
+            timeout,
+            maxsize,
+            block,
+            headers,
+            retries,
+            _proxy,
+            _proxy_headers,
+            **conn_kw,
+        )
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.ca_certs = ca_certs
+        self.ca_cert_dir = ca_cert_dir
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+
+    def _prepare_proxy(self, conn: HTTPSConnection) -> None:  # type: ignore[override]
+        """Establishes a tunnel connection through HTTP CONNECT."""
+        if self.proxy and self.proxy.scheme == "https":
+            tunnel_scheme = "https"
+        else:
+            tunnel_scheme = "http"
+
+        conn.set_tunnel(
+            scheme=tunnel_scheme,
+            host=self._tunnel_host,
+            port=self.port,
+            headers=self.proxy_headers,
+        )
+        conn.connect()
+
+    def _new_conn(self) -> BaseHTTPSConnection:
+        """
+        Return a fresh :class:`urllib3.connection.HTTPConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTPS connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "443",
+        )
+
+        if not self.ConnectionCls or self.ConnectionCls is DummyConnection:  # type: ignore[comparison-overlap]
+            raise ImportError(
+                "Can't connect to HTTPS URL because the SSL module is not available."
+            )
+
+        actual_host: str = self.host
+        actual_port = self.port
+        if self.proxy is not None and self.proxy.host is not None:
+            actual_host = self.proxy.host
+            actual_port = self.proxy.port
+
+        return self.ConnectionCls(
+            host=actual_host,
+            port=actual_port,
+            timeout=self.timeout.connect_timeout,
+            cert_file=self.cert_file,
+            key_file=self.key_file,
+            key_password=self.key_password,
+            cert_reqs=self.cert_reqs,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            assert_hostname=self.assert_hostname,
+            assert_fingerprint=self.assert_fingerprint,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            **self.conn_kw,
+        )
+
+    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
+        """
+        Called right before a request is made, after the socket is created.
+        """
+        super()._validate_conn(conn)
+
+        # Force connect early to allow us to validate the connection.
+        if conn.is_closed:
+            conn.connect()
+
+        # TODO revise this, see https://github.com/urllib3/urllib3/issues/2791
+        if not conn.is_verified and not conn.proxy_is_verified:
+            warnings.warn(
+                (
+                    f"Unverified HTTPS request is being made to host '{conn.host}'. "
+                    "Adding certificate verification is strongly advised. See: "
+                    "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
+                    "#tls-warnings"
+                ),
+                InsecureRequestWarning,
+            )
+
+
+def connection_from_url(url: str, **kw: typing.Any) -> HTTPConnectionPool:
+    """
+    Given a url, return an :class:`.ConnectionPool` instance of its host.
+
+    This is a shortcut for not having to parse out the scheme, host, and port
+    of the url before creating an :class:`.ConnectionPool` instance.
+
+    :param url:
+        Absolute URL string that must include the scheme. Port is optional.
+
+    :param \\**kw:
+        Passes additional parameters to the constructor of the appropriate
+        :class:`.ConnectionPool`. Useful for specifying things like
+        timeout, maxsize, headers, etc.
+
+    Example::
+
+        >>> conn = connection_from_url('http://google.com/')
+        >>> r = conn.request('GET', '/')
+    """
+    scheme, _, host, port, *_ = parse_url(url)
+    scheme = scheme or "http"
+    port = port or port_by_scheme.get(scheme, 80)
+    if scheme == "https":
+        return HTTPSConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
+    else:
+        return HTTPConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
+
+
+@typing.overload
+def _normalize_host(host: None, scheme: str | None) -> None:
+    ...
+
+
+@typing.overload
+def _normalize_host(host: str, scheme: str | None) -> str:
+    ...
+
+
+def _normalize_host(host: str | None, scheme: str | None) -> str | None:
+    """
+    Normalize hosts for comparisons and use with sockets.
+    """
+
+    host = normalize_host(host, scheme)
+
+    # httplib doesn't like it when we include brackets in IPv6 addresses
+    # Specifically, if we include brackets but also pass the port then
+    # httplib crazily doubles up the square brackets on the Host header.
+    # Instead, we need to make sure we never pass ``None`` as the port.
+    # However, for backward compatibility reasons we can't actually
+    # *assert* that.  See http://bugs.python.org/issue28539
+    if host and host.startswith("[") and host.endswith("]"):
+        host = host[1:-1]
+    return host
+
+
+def _url_from_pool(
+    pool: HTTPConnectionPool | HTTPSConnectionPool, path: str | None = None
+) -> str:
+    """Returns the URL from a given connection pool. This is mainly used for testing and logging."""
+    return Url(scheme=pool.scheme, host=pool.host, port=pool.port, path=path).url
+
+
+def _close_pool_connections(pool: queue.LifoQueue[typing.Any]) -> None:
+    """Drains a queue of connections and closes each one."""
+    try:
+        while True:
+            conn = pool.get(block=False)
+            if conn:
+                conn.close()
+    except queue.Empty:
+        pass  # Done.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/__init__.py
new file mode 100644
index 000000000..8a3c5bebd
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/__init__.py
@@ -0,0 +1,16 @@
+from __future__ import annotations
+
+import urllib3.connection
+
+from ...connectionpool import HTTPConnectionPool, HTTPSConnectionPool
+from .connection import EmscriptenHTTPConnection, EmscriptenHTTPSConnection
+
+
+def inject_into_urllib3() -> None:
+    # override connection classes to use emscripten specific classes
+    # n.b. mypy complains about the overriding of classes below
+    # if it isn't ignored
+    HTTPConnectionPool.ConnectionCls = EmscriptenHTTPConnection
+    HTTPSConnectionPool.ConnectionCls = EmscriptenHTTPSConnection
+    urllib3.connection.HTTPConnection = EmscriptenHTTPConnection  # type: ignore[misc,assignment]
+    urllib3.connection.HTTPSConnection = EmscriptenHTTPSConnection  # type: ignore[misc,assignment]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/connection.py
new file mode 100644
index 000000000..2ceb4579e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/connection.py
@@ -0,0 +1,254 @@
+from __future__ import annotations
+
+import os
+import typing
+
+# use http.client.HTTPException for consistency with non-emscripten
+from http.client import HTTPException as HTTPException  # noqa: F401
+from http.client import ResponseNotReady
+
+from ..._base_connection import _TYPE_BODY
+from ...connection import HTTPConnection, ProxyConfig, port_by_scheme
+from ...exceptions import TimeoutError
+from ...response import BaseHTTPResponse
+from ...util.connection import _TYPE_SOCKET_OPTIONS
+from ...util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+from ...util.url import Url
+from .fetch import _RequestError, _TimeoutError, send_request, send_streaming_request
+from .request import EmscriptenRequest
+from .response import EmscriptenHttpResponseWrapper, EmscriptenResponse
+
+if typing.TYPE_CHECKING:
+    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+
+class EmscriptenHTTPConnection:
+    default_port: typing.ClassVar[int] = port_by_scheme["http"]
+    default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+    timeout: None | (float)
+
+    host: str
+    port: int
+    blocksize: int
+    source_address: tuple[str, int] | None
+    socket_options: _TYPE_SOCKET_OPTIONS | None
+
+    proxy: Url | None
+    proxy_config: ProxyConfig | None
+
+    is_verified: bool = False
+    proxy_is_verified: bool | None = None
+
+    _response: EmscriptenResponse | None
+
+    def __init__(
+        self,
+        host: str,
+        port: int = 0,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 8192,
+        socket_options: _TYPE_SOCKET_OPTIONS | None = None,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+    ) -> None:
+        self.host = host
+        self.port = port
+        self.timeout = timeout if isinstance(timeout, float) else 0.0
+        self.scheme = "http"
+        self._closed = True
+        self._response = None
+        # ignore these things because we don't
+        # have control over that stuff
+        self.proxy = None
+        self.proxy_config = None
+        self.blocksize = blocksize
+        self.source_address = None
+        self.socket_options = None
+        self.is_verified = False
+
+    def set_tunnel(
+        self,
+        host: str,
+        port: int | None = 0,
+        headers: typing.Mapping[str, str] | None = None,
+        scheme: str = "http",
+    ) -> None:
+        pass
+
+    def connect(self) -> None:
+        pass
+
+    def request(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        # We know *at least* botocore is depending on the order of the
+        # first 3 parameters so to be safe we only mark the later ones
+        # as keyword-only to ensure we have space to extend.
+        *,
+        chunked: bool = False,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> None:
+        self._closed = False
+        if url.startswith("/"):
+            # no scheme / host / port included, make a full url
+            url = f"{self.scheme}://{self.host}:{self.port}" + url
+        request = EmscriptenRequest(
+            url=url,
+            method=method,
+            timeout=self.timeout if self.timeout else 0,
+            decode_content=decode_content,
+        )
+        request.set_body(body)
+        if headers:
+            for k, v in headers.items():
+                request.set_header(k, v)
+        self._response = None
+        try:
+            if not preload_content:
+                self._response = send_streaming_request(request)
+            if self._response is None:
+                self._response = send_request(request)
+        except _TimeoutError as e:
+            raise TimeoutError(e.message) from e
+        except _RequestError as e:
+            raise HTTPException(e.message) from e
+
+    def getresponse(self) -> BaseHTTPResponse:
+        if self._response is not None:
+            return EmscriptenHttpResponseWrapper(
+                internal_response=self._response,
+                url=self._response.request.url,
+                connection=self,
+            )
+        else:
+            raise ResponseNotReady()
+
+    def close(self) -> None:
+        self._closed = True
+        self._response = None
+
+    @property
+    def is_closed(self) -> bool:
+        """Whether the connection either is brand new or has been previously closed.
+        If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
+        properties must be False.
+        """
+        return self._closed
+
+    @property
+    def is_connected(self) -> bool:
+        """Whether the connection is actively connected to any origin (proxy or target)"""
+        return True
+
+    @property
+    def has_connected_to_proxy(self) -> bool:
+        """Whether the connection has successfully connected to its proxy.
+        This returns False if no proxy is in use. Used to determine whether
+        errors are coming from the proxy layer or from tunnelling to the target origin.
+        """
+        return False
+
+
+class EmscriptenHTTPSConnection(EmscriptenHTTPConnection):
+    default_port = port_by_scheme["https"]
+    # all this is basically ignored, as browser handles https
+    cert_reqs: int | str | None = None
+    ca_certs: str | None = None
+    ca_cert_dir: str | None = None
+    ca_cert_data: None | str | bytes = None
+    cert_file: str | None
+    key_file: str | None
+    key_password: str | None
+    ssl_context: typing.Any | None
+    ssl_version: int | str | None = None
+    ssl_minimum_version: int | None = None
+    ssl_maximum_version: int | None = None
+    assert_hostname: None | str | typing.Literal[False]
+    assert_fingerprint: str | None = None
+
+    def __init__(
+        self,
+        host: str,
+        port: int = 0,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | _TYPE_SOCKET_OPTIONS = HTTPConnection.default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+        cert_reqs: int | str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        server_hostname: str | None = None,
+        ssl_context: typing.Any | None = None,
+        ca_certs: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+        ssl_minimum_version: int | None = None,
+        ssl_maximum_version: int | None = None,
+        ssl_version: int | str | None = None,  # Deprecated
+        cert_file: str | None = None,
+        key_file: str | None = None,
+        key_password: str | None = None,
+    ) -> None:
+        super().__init__(
+            host,
+            port=port,
+            timeout=timeout,
+            source_address=source_address,
+            blocksize=blocksize,
+            socket_options=socket_options,
+            proxy=proxy,
+            proxy_config=proxy_config,
+        )
+        self.scheme = "https"
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.key_password = key_password
+        self.ssl_context = ssl_context
+        self.server_hostname = server_hostname
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+        self.cert_reqs = None
+
+        # The browser will automatically verify all requests.
+        # We have no control over that setting.
+        self.is_verified = True
+
+    def set_cert(
+        self,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+    ) -> None:
+        pass
+
+
+# verify that this class implements BaseHTTP(s) connection correctly
+if typing.TYPE_CHECKING:
+    _supports_http_protocol: BaseHTTPConnection = EmscriptenHTTPConnection("", 0)
+    _supports_https_protocol: BaseHTTPSConnection = EmscriptenHTTPSConnection("", 0)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
new file mode 100644
index 000000000..243b86222
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
@@ -0,0 +1,110 @@
+let Status = {
+  SUCCESS_HEADER: -1,
+  SUCCESS_EOF: -2,
+  ERROR_TIMEOUT: -3,
+  ERROR_EXCEPTION: -4,
+};
+
+let connections = {};
+let nextConnectionID = 1;
+const encoder = new TextEncoder();
+
+self.addEventListener("message", async function (event) {
+  if (event.data.close) {
+    let connectionID = event.data.close;
+    delete connections[connectionID];
+    return;
+  } else if (event.data.getMore) {
+    let connectionID = event.data.getMore;
+    let { curOffset, value, reader, intBuffer, byteBuffer } =
+      connections[connectionID];
+    // if we still have some in buffer, then just send it back straight away
+    if (!value || curOffset >= value.length) {
+      // read another buffer if required
+      try {
+        let readResponse = await reader.read();
+
+        if (readResponse.done) {
+          // read everything - clear connection and return
+          delete connections[connectionID];
+          Atomics.store(intBuffer, 0, Status.SUCCESS_EOF);
+          Atomics.notify(intBuffer, 0);
+          // finished reading successfully
+          // return from event handler
+          return;
+        }
+        curOffset = 0;
+        connections[connectionID].value = readResponse.value;
+        value = readResponse.value;
+      } catch (error) {
+        console.log("Request exception:", error);
+        let errorBytes = encoder.encode(error.message);
+        let written = errorBytes.length;
+        byteBuffer.set(errorBytes);
+        intBuffer[1] = written;
+        Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
+        Atomics.notify(intBuffer, 0);
+      }
+    }
+
+    // send as much buffer as we can
+    let curLen = value.length - curOffset;
+    if (curLen > byteBuffer.length) {
+      curLen = byteBuffer.length;
+    }
+    byteBuffer.set(value.subarray(curOffset, curOffset + curLen), 0);
+
+    Atomics.store(intBuffer, 0, curLen); // store current length in bytes
+    Atomics.notify(intBuffer, 0);
+    curOffset += curLen;
+    connections[connectionID].curOffset = curOffset;
+
+    return;
+  } else {
+    // start fetch
+    let connectionID = nextConnectionID;
+    nextConnectionID += 1;
+    const intBuffer = new Int32Array(event.data.buffer);
+    const byteBuffer = new Uint8Array(event.data.buffer, 8);
+    try {
+      const response = await fetch(event.data.url, event.data.fetchParams);
+      // return the headers first via textencoder
+      var headers = [];
+      for (const pair of response.headers.entries()) {
+        headers.push([pair[0], pair[1]]);
+      }
+      let headerObj = {
+        headers: headers,
+        status: response.status,
+        connectionID,
+      };
+      const headerText = JSON.stringify(headerObj);
+      let headerBytes = encoder.encode(headerText);
+      let written = headerBytes.length;
+      byteBuffer.set(headerBytes);
+      intBuffer[1] = written;
+      // make a connection
+      connections[connectionID] = {
+        reader: response.body.getReader(),
+        intBuffer: intBuffer,
+        byteBuffer: byteBuffer,
+        value: undefined,
+        curOffset: 0,
+      };
+      // set header ready
+      Atomics.store(intBuffer, 0, Status.SUCCESS_HEADER);
+      Atomics.notify(intBuffer, 0);
+      // all fetching after this goes through a new postmessage call with getMore
+      // this allows for parallel requests
+    } catch (error) {
+      console.log("Request exception:", error);
+      let errorBytes = encoder.encode(error.message);
+      let written = errorBytes.length;
+      byteBuffer.set(errorBytes);
+      intBuffer[1] = written;
+      Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
+      Atomics.notify(intBuffer, 0);
+    }
+  }
+});
+self.postMessage({ inited: true });
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/fetch.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/fetch.py
new file mode 100644
index 000000000..8d197ea1e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/fetch.py
@@ -0,0 +1,418 @@
+"""
+Support for streaming http requests in emscripten.
+
+A few caveats -
+
+Firstly, you can't do streaming http in the main UI thread, because atomics.wait isn't allowed.
+Streaming only works if you're running pyodide in a web worker.
+
+Secondly, this uses an extra web worker and SharedArrayBuffer to do the asynchronous fetch
+operation, so it requires that you have crossOriginIsolation enabled, by serving over https
+(or from localhost) with the two headers below set:
+
+    Cross-Origin-Opener-Policy: same-origin
+    Cross-Origin-Embedder-Policy: require-corp
+
+You can tell if cross origin isolation is successfully enabled by looking at the global crossOriginIsolated variable in
+javascript console. If it isn't, streaming requests will fallback to XMLHttpRequest, i.e. getting the whole
+request into a buffer and then returning it. it shows a warning in the javascript console in this case.
+
+Finally, the webworker which does the streaming fetch is created on initial import, but will only be started once
+control is returned to javascript. Call `await wait_for_streaming_ready()` to wait for streaming fetch.
+
+NB: in this code, there are a lot of javascript objects. They are named js_*
+to make it clear what type of object they are.
+"""
+from __future__ import annotations
+
+import io
+import json
+from email.parser import Parser
+from importlib.resources import files
+from typing import TYPE_CHECKING, Any
+
+import js  # type: ignore[import-not-found]
+from pyodide.ffi import (  # type: ignore[import-not-found]
+    JsArray,
+    JsException,
+    JsProxy,
+    to_js,
+)
+
+if TYPE_CHECKING:
+    from typing_extensions import Buffer
+
+from .request import EmscriptenRequest
+from .response import EmscriptenResponse
+
+"""
+There are some headers that trigger unintended CORS preflight requests.
+See also https://github.com/koenvo/pyodide-http/issues/22
+"""
+HEADERS_TO_IGNORE = ("user-agent",)
+
+SUCCESS_HEADER = -1
+SUCCESS_EOF = -2
+ERROR_TIMEOUT = -3
+ERROR_EXCEPTION = -4
+
+_STREAMING_WORKER_CODE = (
+    files(__package__)
+    .joinpath("emscripten_fetch_worker.js")
+    .read_text(encoding="utf-8")
+)
+
+
+class _RequestError(Exception):
+    def __init__(
+        self,
+        message: str | None = None,
+        *,
+        request: EmscriptenRequest | None = None,
+        response: EmscriptenResponse | None = None,
+    ):
+        self.request = request
+        self.response = response
+        self.message = message
+        super().__init__(self.message)
+
+
+class _StreamingError(_RequestError):
+    pass
+
+
+class _TimeoutError(_RequestError):
+    pass
+
+
+def _obj_from_dict(dict_val: dict[str, Any]) -> JsProxy:
+    return to_js(dict_val, dict_converter=js.Object.fromEntries)
+
+
+class _ReadStream(io.RawIOBase):
+    def __init__(
+        self,
+        int_buffer: JsArray,
+        byte_buffer: JsArray,
+        timeout: float,
+        worker: JsProxy,
+        connection_id: int,
+        request: EmscriptenRequest,
+    ):
+        self.int_buffer = int_buffer
+        self.byte_buffer = byte_buffer
+        self.read_pos = 0
+        self.read_len = 0
+        self.connection_id = connection_id
+        self.worker = worker
+        self.timeout = int(1000 * timeout) if timeout > 0 else None
+        self.is_live = True
+        self._is_closed = False
+        self.request: EmscriptenRequest | None = request
+
+    def __del__(self) -> None:
+        self.close()
+
+    # this is compatible with _base_connection
+    def is_closed(self) -> bool:
+        return self._is_closed
+
+    # for compatibility with RawIOBase
+    @property
+    def closed(self) -> bool:
+        return self.is_closed()
+
+    def close(self) -> None:
+        if not self.is_closed():
+            self.read_len = 0
+            self.read_pos = 0
+            self.int_buffer = None
+            self.byte_buffer = None
+            self._is_closed = True
+            self.request = None
+            if self.is_live:
+                self.worker.postMessage(_obj_from_dict({"close": self.connection_id}))
+                self.is_live = False
+            super().close()
+
+    def readable(self) -> bool:
+        return True
+
+    def writable(self) -> bool:
+        return False
+
+    def seekable(self) -> bool:
+        return False
+
+    def readinto(self, byte_obj: Buffer) -> int:
+        if not self.int_buffer:
+            raise _StreamingError(
+                "No buffer for stream in _ReadStream.readinto",
+                request=self.request,
+                response=None,
+            )
+        if self.read_len == 0:
+            # wait for the worker to send something
+            js.Atomics.store(self.int_buffer, 0, ERROR_TIMEOUT)
+            self.worker.postMessage(_obj_from_dict({"getMore": self.connection_id}))
+            if (
+                js.Atomics.wait(self.int_buffer, 0, ERROR_TIMEOUT, self.timeout)
+                == "timed-out"
+            ):
+                raise _TimeoutError
+            data_len = self.int_buffer[0]
+            if data_len > 0:
+                self.read_len = data_len
+                self.read_pos = 0
+            elif data_len == ERROR_EXCEPTION:
+                string_len = self.int_buffer[1]
+                # decode the error string
+                js_decoder = js.TextDecoder.new()
+                json_str = js_decoder.decode(self.byte_buffer.slice(0, string_len))
+                raise _StreamingError(
+                    f"Exception thrown in fetch: {json_str}",
+                    request=self.request,
+                    response=None,
+                )
+            else:
+                # EOF, free the buffers and return zero
+                # and free the request
+                self.is_live = False
+                self.close()
+                return 0
+        # copy from int32array to python bytes
+        ret_length = min(self.read_len, len(memoryview(byte_obj)))
+        subarray = self.byte_buffer.subarray(
+            self.read_pos, self.read_pos + ret_length
+        ).to_py()
+        memoryview(byte_obj)[0:ret_length] = subarray
+        self.read_len -= ret_length
+        self.read_pos += ret_length
+        return ret_length
+
+
+class _StreamingFetcher:
+    def __init__(self) -> None:
+        # make web-worker and data buffer on startup
+        self.streaming_ready = False
+
+        js_data_blob = js.Blob.new(
+            [_STREAMING_WORKER_CODE], _obj_from_dict({"type": "application/javascript"})
+        )
+
+        def promise_resolver(js_resolve_fn: JsProxy, js_reject_fn: JsProxy) -> None:
+            def onMsg(e: JsProxy) -> None:
+                self.streaming_ready = True
+                js_resolve_fn(e)
+
+            def onErr(e: JsProxy) -> None:
+                js_reject_fn(e)  # Defensive: never happens in ci
+
+            self.js_worker.onmessage = onMsg
+            self.js_worker.onerror = onErr
+
+        js_data_url = js.URL.createObjectURL(js_data_blob)
+        self.js_worker = js.globalThis.Worker.new(js_data_url)
+        self.js_worker_ready_promise = js.globalThis.Promise.new(promise_resolver)
+
+    def send(self, request: EmscriptenRequest) -> EmscriptenResponse:
+        headers = {
+            k: v for k, v in request.headers.items() if k not in HEADERS_TO_IGNORE
+        }
+
+        body = request.body
+        fetch_data = {"headers": headers, "body": to_js(body), "method": request.method}
+        # start the request off in the worker
+        timeout = int(1000 * request.timeout) if request.timeout > 0 else None
+        js_shared_buffer = js.SharedArrayBuffer.new(1048576)
+        js_int_buffer = js.Int32Array.new(js_shared_buffer)
+        js_byte_buffer = js.Uint8Array.new(js_shared_buffer, 8)
+
+        js.Atomics.store(js_int_buffer, 0, ERROR_TIMEOUT)
+        js.Atomics.notify(js_int_buffer, 0)
+        js_absolute_url = js.URL.new(request.url, js.location).href
+        self.js_worker.postMessage(
+            _obj_from_dict(
+                {
+                    "buffer": js_shared_buffer,
+                    "url": js_absolute_url,
+                    "fetchParams": fetch_data,
+                }
+            )
+        )
+        # wait for the worker to send something
+        js.Atomics.wait(js_int_buffer, 0, ERROR_TIMEOUT, timeout)
+        if js_int_buffer[0] == ERROR_TIMEOUT:
+            raise _TimeoutError(
+                "Timeout connecting to streaming request",
+                request=request,
+                response=None,
+            )
+        elif js_int_buffer[0] == SUCCESS_HEADER:
+            # got response
+            # header length is in second int of intBuffer
+            string_len = js_int_buffer[1]
+            # decode the rest to a JSON string
+            js_decoder = js.TextDecoder.new()
+            # this does a copy (the slice) because decode can't work on shared array
+            # for some silly reason
+            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
+            # get it as an object
+            response_obj = json.loads(json_str)
+            return EmscriptenResponse(
+                request=request,
+                status_code=response_obj["status"],
+                headers=response_obj["headers"],
+                body=_ReadStream(
+                    js_int_buffer,
+                    js_byte_buffer,
+                    request.timeout,
+                    self.js_worker,
+                    response_obj["connectionID"],
+                    request,
+                ),
+            )
+        elif js_int_buffer[0] == ERROR_EXCEPTION:
+            string_len = js_int_buffer[1]
+            # decode the error string
+            js_decoder = js.TextDecoder.new()
+            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
+            raise _StreamingError(
+                f"Exception thrown in fetch: {json_str}", request=request, response=None
+            )
+        else:
+            raise _StreamingError(
+                f"Unknown status from worker in fetch: {js_int_buffer[0]}",
+                request=request,
+                response=None,
+            )
+
+
+# check if we are in a worker or not
+def is_in_browser_main_thread() -> bool:
+    return hasattr(js, "window") and hasattr(js, "self") and js.self == js.window
+
+
+def is_cross_origin_isolated() -> bool:
+    return hasattr(js, "crossOriginIsolated") and js.crossOriginIsolated
+
+
+def is_in_node() -> bool:
+    return (
+        hasattr(js, "process")
+        and hasattr(js.process, "release")
+        and hasattr(js.process.release, "name")
+        and js.process.release.name == "node"
+    )
+
+
+def is_worker_available() -> bool:
+    return hasattr(js, "Worker") and hasattr(js, "Blob")
+
+
+_fetcher: _StreamingFetcher | None = None
+
+if is_worker_available() and (
+    (is_cross_origin_isolated() and not is_in_browser_main_thread())
+    and (not is_in_node())
+):
+    _fetcher = _StreamingFetcher()
+else:
+    _fetcher = None
+
+
+def send_streaming_request(request: EmscriptenRequest) -> EmscriptenResponse | None:
+    if _fetcher and streaming_ready():
+        return _fetcher.send(request)
+    else:
+        _show_streaming_warning()
+        return None
+
+
+_SHOWN_TIMEOUT_WARNING = False
+
+
+def _show_timeout_warning() -> None:
+    global _SHOWN_TIMEOUT_WARNING
+    if not _SHOWN_TIMEOUT_WARNING:
+        _SHOWN_TIMEOUT_WARNING = True
+        message = "Warning: Timeout is not available on main browser thread"
+        js.console.warn(message)
+
+
+_SHOWN_STREAMING_WARNING = False
+
+
+def _show_streaming_warning() -> None:
+    global _SHOWN_STREAMING_WARNING
+    if not _SHOWN_STREAMING_WARNING:
+        _SHOWN_STREAMING_WARNING = True
+        message = "Can't stream HTTP requests because: \n"
+        if not is_cross_origin_isolated():
+            message += "  Page is not cross-origin isolated\n"
+        if is_in_browser_main_thread():
+            message += "  Python is running in main browser thread\n"
+        if not is_worker_available():
+            message += " Worker or Blob classes are not available in this environment."  # Defensive: this is always False in browsers that we test in
+        if streaming_ready() is False:
+            message += """ Streaming fetch worker isn't ready. If you want to be sure that streaming fetch
+is working, you need to call: 'await urllib3.contrib.emscripten.fetch.wait_for_streaming_ready()`"""
+        from js import console
+
+        console.warn(message)
+
+
+def send_request(request: EmscriptenRequest) -> EmscriptenResponse:
+    try:
+        js_xhr = js.XMLHttpRequest.new()
+
+        if not is_in_browser_main_thread():
+            js_xhr.responseType = "arraybuffer"
+            if request.timeout:
+                js_xhr.timeout = int(request.timeout * 1000)
+        else:
+            js_xhr.overrideMimeType("text/plain; charset=ISO-8859-15")
+            if request.timeout:
+                # timeout isn't available on the main thread - show a warning in console
+                # if it is set
+                _show_timeout_warning()
+
+        js_xhr.open(request.method, request.url, False)
+        for name, value in request.headers.items():
+            if name.lower() not in HEADERS_TO_IGNORE:
+                js_xhr.setRequestHeader(name, value)
+
+        js_xhr.send(to_js(request.body))
+
+        headers = dict(Parser().parsestr(js_xhr.getAllResponseHeaders()))
+
+        if not is_in_browser_main_thread():
+            body = js_xhr.response.to_py().tobytes()
+        else:
+            body = js_xhr.response.encode("ISO-8859-15")
+        return EmscriptenResponse(
+            status_code=js_xhr.status, headers=headers, body=body, request=request
+        )
+    except JsException as err:
+        if err.name == "TimeoutError":
+            raise _TimeoutError(err.message, request=request)
+        elif err.name == "NetworkError":
+            raise _RequestError(err.message, request=request)
+        else:
+            # general http error
+            raise _RequestError(err.message, request=request)
+
+
+def streaming_ready() -> bool | None:
+    if _fetcher:
+        return _fetcher.streaming_ready
+    else:
+        return None  # no fetcher, return None to signify that
+
+
+async def wait_for_streaming_ready() -> bool:
+    if _fetcher:
+        await _fetcher.js_worker_ready_promise
+        return True
+    else:
+        return False
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/request.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/request.py
new file mode 100644
index 000000000..e692e692b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/request.py
@@ -0,0 +1,22 @@
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+
+from ..._base_connection import _TYPE_BODY
+
+
+@dataclass
+class EmscriptenRequest:
+    method: str
+    url: str
+    params: dict[str, str] | None = None
+    body: _TYPE_BODY | None = None
+    headers: dict[str, str] = field(default_factory=dict)
+    timeout: float = 0
+    decode_content: bool = True
+
+    def set_header(self, name: str, value: str) -> None:
+        self.headers[name.capitalize()] = value
+
+    def set_body(self, body: _TYPE_BODY | None) -> None:
+        self.body = body
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/response.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/response.py
new file mode 100644
index 000000000..cd3d80e43
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/response.py
@@ -0,0 +1,285 @@
+from __future__ import annotations
+
+import json as _json
+import logging
+import typing
+from contextlib import contextmanager
+from dataclasses import dataclass
+from http.client import HTTPException as HTTPException
+from io import BytesIO, IOBase
+
+from ...exceptions import InvalidHeader, TimeoutError
+from ...response import BaseHTTPResponse
+from ...util.retry import Retry
+from .request import EmscriptenRequest
+
+if typing.TYPE_CHECKING:
+    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+log = logging.getLogger(__name__)
+
+
+@dataclass
+class EmscriptenResponse:
+    status_code: int
+    headers: dict[str, str]
+    body: IOBase | bytes
+    request: EmscriptenRequest
+
+
+class EmscriptenHttpResponseWrapper(BaseHTTPResponse):
+    def __init__(
+        self,
+        internal_response: EmscriptenResponse,
+        url: str | None = None,
+        connection: BaseHTTPConnection | BaseHTTPSConnection | None = None,
+    ):
+        self._pool = None  # set by pool class
+        self._body = None
+        self._response = internal_response
+        self._url = url
+        self._connection = connection
+        self._closed = False
+        super().__init__(
+            headers=internal_response.headers,
+            status=internal_response.status_code,
+            request_url=url,
+            version=0,
+            version_string="HTTP/?",
+            reason="",
+            decode_content=True,
+        )
+        self.length_remaining = self._init_length(self._response.request.method)
+        self.length_is_certain = False
+
+    @property
+    def url(self) -> str | None:
+        return self._url
+
+    @url.setter
+    def url(self, url: str | None) -> None:
+        self._url = url
+
+    @property
+    def connection(self) -> BaseHTTPConnection | BaseHTTPSConnection | None:
+        return self._connection
+
+    @property
+    def retries(self) -> Retry | None:
+        return self._retries
+
+    @retries.setter
+    def retries(self, retries: Retry | None) -> None:
+        # Override the request_url if retries has a redirect location.
+        self._retries = retries
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        A generator wrapper for the read() method. A call will block until
+        ``amt`` bytes have been read from the connection or until the
+        connection is closed.
+
+        :param amt:
+            How much of the content to read. The generator will return up to
+            much data per iteration, but may return less. This is particularly
+            likely when using compressed data. However, the empty string will
+            never be returned.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        while True:
+            data = self.read(amt=amt, decode_content=decode_content)
+
+            if data:
+                yield data
+            else:
+                break
+
+    def _init_length(self, request_method: str | None) -> int | None:
+        length: int | None
+        content_length: str | None = self.headers.get("content-length")
+
+        if content_length is not None:
+            try:
+                # RFC 7230 section 3.3.2 specifies multiple content lengths can
+                # be sent in a single Content-Length header
+                # (e.g. Content-Length: 42, 42). This line ensures the values
+                # are all valid ints and that as long as the `set` length is 1,
+                # all values are the same. Otherwise, the header is invalid.
+                lengths = {int(val) for val in content_length.split(",")}
+                if len(lengths) > 1:
+                    raise InvalidHeader(
+                        "Content-Length contained multiple "
+                        "unmatching values (%s)" % content_length
+                    )
+                length = lengths.pop()
+            except ValueError:
+                length = None
+            else:
+                if length < 0:
+                    length = None
+
+        else:  # if content_length is None
+            length = None
+
+        # Check for responses that shouldn't include a body
+        if (
+            self.status in (204, 304)
+            or 100 <= self.status < 200
+            or request_method == "HEAD"
+        ):
+            length = 0
+
+        return length
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,  # ignored because browser decodes always
+        cache_content: bool = False,
+    ) -> bytes:
+        if (
+            self._closed
+            or self._response is None
+            or (isinstance(self._response.body, IOBase) and self._response.body.closed)
+        ):
+            return b""
+
+        with self._error_catcher():
+            # body has been preloaded as a string by XmlHttpRequest
+            if not isinstance(self._response.body, IOBase):
+                self.length_remaining = len(self._response.body)
+                self.length_is_certain = True
+                # wrap body in IOStream
+                self._response.body = BytesIO(self._response.body)
+            if amt is not None and amt >= 0:
+                # don't cache partial content
+                cache_content = False
+                data = self._response.body.read(amt)
+                if self.length_remaining is not None:
+                    self.length_remaining = max(self.length_remaining - len(data), 0)
+                if (self.length_is_certain and self.length_remaining == 0) or len(
+                    data
+                ) < amt:
+                    # definitely finished reading, close response stream
+                    self._response.body.close()
+                return typing.cast(bytes, data)
+            else:  # read all we can (and cache it)
+                data = self._response.body.read()
+                if cache_content:
+                    self._body = data
+                if self.length_remaining is not None:
+                    self.length_remaining = max(self.length_remaining - len(data), 0)
+                if len(data) == 0 or (
+                    self.length_is_certain and self.length_remaining == 0
+                ):
+                    # definitely finished reading, close response stream
+                    self._response.body.close()
+                return typing.cast(bytes, data)
+
+    def read_chunked(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> typing.Generator[bytes, None, None]:
+        # chunked is handled by browser
+        while True:
+            bytes = self.read(amt, decode_content)
+            if not bytes:
+                break
+            yield bytes
+
+    def release_conn(self) -> None:
+        if not self._pool or not self._connection:
+            return None
+
+        self._pool._put_conn(self._connection)
+        self._connection = None
+
+    def drain_conn(self) -> None:
+        self.close()
+
+    @property
+    def data(self) -> bytes:
+        if self._body:
+            return self._body
+        else:
+            return self.read(cache_content=True)
+
+    def json(self) -> typing.Any:
+        """
+        Deserializes the body of the HTTP response as a Python object.
+
+        The body of the HTTP response must be encoded using UTF-8, as per
+        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
+
+        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
+        your custom decoder instead.
+
+        If the body of the HTTP response is not decodable to UTF-8, a
+        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
+        valid JSON document, a `json.JSONDecodeError` will be raised.
+
+        Read more :ref:`here <json_content>`.
+
+        :returns: The body of the HTTP response as a Python object.
+        """
+        data = self.data.decode("utf-8")
+        return _json.loads(data)
+
+    def close(self) -> None:
+        if not self._closed:
+            if isinstance(self._response.body, IOBase):
+                self._response.body.close()
+            if self._connection:
+                self._connection.close()
+                self._connection = None
+            self._closed = True
+
+    @contextmanager
+    def _error_catcher(self) -> typing.Generator[None, None, None]:
+        """
+        Catch Emscripten specific exceptions thrown by fetch.py,
+        instead re-raising urllib3 variants, so that low-level exceptions
+        are not leaked in the high-level api.
+
+        On exit, release the connection back to the pool.
+        """
+        from .fetch import _RequestError, _TimeoutError  # avoid circular import
+
+        clean_exit = False
+
+        try:
+            yield
+            # If no exception is thrown, we should avoid cleaning up
+            # unnecessarily.
+            clean_exit = True
+        except _TimeoutError as e:
+            raise TimeoutError(str(e))
+        except _RequestError as e:
+            raise HTTPException(str(e))
+        finally:
+            # If we didn't terminate cleanly, we need to throw away our
+            # connection.
+            if not clean_exit:
+                # The response may not be closed but we're not going to use it
+                # anymore so close it now
+                if (
+                    isinstance(self._response.body, IOBase)
+                    and not self._response.body.closed
+                ):
+                    self._response.body.close()
+                # release the connection back to the pool
+                self.release_conn()
+            else:
+                # If we have read everything from the response stream,
+                # return the connection back to the pool.
+                if (
+                    isinstance(self._response.body, IOBase)
+                    and self._response.body.closed
+                ):
+                    self.release_conn()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/pyopenssl.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/pyopenssl.py
new file mode 100644
index 000000000..b89a6dab8
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/pyopenssl.py
@@ -0,0 +1,548 @@
+"""
+Module for using pyOpenSSL as a TLS backend. This module was relevant before
+the standard library ``ssl`` module supported SNI, but now that we've dropped
+support for Python 2.7 all relevant Python versions support SNI so
+**this module is no longer recommended**.
+
+This needs the following packages installed:
+
+* `pyOpenSSL`_ (tested with 16.0.0)
+* `cryptography`_ (minimum 1.3.4, from pyopenssl)
+* `idna`_ (minimum 2.0)
+
+However, pyOpenSSL depends on cryptography, so while we use all three directly here we
+end up having relatively few packages required.
+
+You can install them with the following command:
+
+.. code-block:: bash
+
+    $ python -m pip install pyopenssl cryptography idna
+
+To activate certificate checking, call
+:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
+before you begin making HTTP requests. This can be done in a ``sitecustomize``
+module, or at any other time before your application begins using ``urllib3``,
+like this:
+
+.. code-block:: python
+
+    try:
+        import urllib3.contrib.pyopenssl
+        urllib3.contrib.pyopenssl.inject_into_urllib3()
+    except ImportError:
+        pass
+
+.. _pyopenssl: https://www.pyopenssl.org
+.. _cryptography: https://cryptography.io
+.. _idna: https://github.com/kjd/idna
+"""
+
+from __future__ import annotations
+
+import OpenSSL.SSL  # type: ignore[import-untyped]
+from cryptography import x509
+
+try:
+    from cryptography.x509 import UnsupportedExtension  # type: ignore[attr-defined]
+except ImportError:
+    # UnsupportedExtension is gone in cryptography >= 2.1.0
+    class UnsupportedExtension(Exception):  # type: ignore[no-redef]
+        pass
+
+
+import logging
+import ssl
+import typing
+from io import BytesIO
+from socket import socket as socket_cls
+from socket import timeout
+
+from .. import util
+
+if typing.TYPE_CHECKING:
+    from OpenSSL.crypto import X509  # type: ignore[import-untyped]
+
+
+__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
+
+# Map from urllib3 to PyOpenSSL compatible parameter-values.
+_openssl_versions: dict[int, int] = {
+    util.ssl_.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
+    util.ssl_.PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
+    ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
+}
+
+if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
+
+if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
+
+
+_stdlib_to_openssl_verify = {
+    ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
+    ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
+    ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
+    + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
+}
+_openssl_to_stdlib_verify = {v: k for k, v in _stdlib_to_openssl_verify.items()}
+
+# The SSLvX values are the most likely to be missing in the future
+# but we check them all just to be sure.
+_OP_NO_SSLv2_OR_SSLv3: int = getattr(OpenSSL.SSL, "OP_NO_SSLv2", 0) | getattr(
+    OpenSSL.SSL, "OP_NO_SSLv3", 0
+)
+_OP_NO_TLSv1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1", 0)
+_OP_NO_TLSv1_1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_1", 0)
+_OP_NO_TLSv1_2: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_2", 0)
+_OP_NO_TLSv1_3: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_3", 0)
+
+_openssl_to_ssl_minimum_version: dict[int, int] = {
+    ssl.TLSVersion.MINIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.TLSv1: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1,
+    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1,
+    ssl.TLSVersion.TLSv1_3: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
+    ),
+    ssl.TLSVersion.MAXIMUM_SUPPORTED: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
+    ),
+}
+_openssl_to_ssl_maximum_version: dict[int, int] = {
+    ssl.TLSVersion.MINIMUM_SUPPORTED: (
+        _OP_NO_SSLv2_OR_SSLv3
+        | _OP_NO_TLSv1
+        | _OP_NO_TLSv1_1
+        | _OP_NO_TLSv1_2
+        | _OP_NO_TLSv1_3
+    ),
+    ssl.TLSVersion.TLSv1: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3
+    ),
+    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3,
+    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_3,
+    ssl.TLSVersion.TLSv1_3: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.MAXIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
+}
+
+# OpenSSL will only write 16K at a time
+SSL_WRITE_BLOCKSIZE = 16384
+
+orig_util_SSLContext = util.ssl_.SSLContext
+
+
+log = logging.getLogger(__name__)
+
+
+def inject_into_urllib3() -> None:
+    "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
+
+    _validate_dependencies_met()
+
+    util.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
+    util.ssl_.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
+    util.IS_PYOPENSSL = True
+    util.ssl_.IS_PYOPENSSL = True
+
+
+def extract_from_urllib3() -> None:
+    "Undo monkey-patching by :func:`inject_into_urllib3`."
+
+    util.SSLContext = orig_util_SSLContext
+    util.ssl_.SSLContext = orig_util_SSLContext
+    util.IS_PYOPENSSL = False
+    util.ssl_.IS_PYOPENSSL = False
+
+
+def _validate_dependencies_met() -> None:
+    """
+    Verifies that PyOpenSSL's package-level dependencies have been met.
+    Throws `ImportError` if they are not met.
+    """
+    # Method added in `cryptography==1.1`; not available in older versions
+    from cryptography.x509.extensions import Extensions
+
+    if getattr(Extensions, "get_extension_for_class", None) is None:
+        raise ImportError(
+            "'cryptography' module missing required functionality.  "
+            "Try upgrading to v1.3.4 or newer."
+        )
+
+    # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
+    # attribute is only present on those versions.
+    from OpenSSL.crypto import X509
+
+    x509 = X509()
+    if getattr(x509, "_x509", None) is None:
+        raise ImportError(
+            "'pyOpenSSL' module missing required functionality. "
+            "Try upgrading to v0.14 or newer."
+        )
+
+
+def _dnsname_to_stdlib(name: str) -> str | None:
+    """
+    Converts a dNSName SubjectAlternativeName field to the form used by the
+    standard library on the given Python version.
+
+    Cryptography produces a dNSName as a unicode string that was idna-decoded
+    from ASCII bytes. We need to idna-encode that string to get it back, and
+    then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
+    uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
+
+    If the name cannot be idna-encoded then we return None signalling that
+    the name given should be skipped.
+    """
+
+    def idna_encode(name: str) -> bytes | None:
+        """
+        Borrowed wholesale from the Python Cryptography Project. It turns out
+        that we can't just safely call `idna.encode`: it can explode for
+        wildcard names. This avoids that problem.
+        """
+        import idna
+
+        try:
+            for prefix in ["*.", "."]:
+                if name.startswith(prefix):
+                    name = name[len(prefix) :]
+                    return prefix.encode("ascii") + idna.encode(name)
+            return idna.encode(name)
+        except idna.core.IDNAError:
+            return None
+
+    # Don't send IPv6 addresses through the IDNA encoder.
+    if ":" in name:
+        return name
+
+    encoded_name = idna_encode(name)
+    if encoded_name is None:
+        return None
+    return encoded_name.decode("utf-8")
+
+
+def get_subj_alt_name(peer_cert: X509) -> list[tuple[str, str]]:
+    """
+    Given an PyOpenSSL certificate, provides all the subject alternative names.
+    """
+    cert = peer_cert.to_cryptography()
+
+    # We want to find the SAN extension. Ask Cryptography to locate it (it's
+    # faster than looping in Python)
+    try:
+        ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
+    except x509.ExtensionNotFound:
+        # No such extension, return the empty list.
+        return []
+    except (
+        x509.DuplicateExtension,
+        UnsupportedExtension,
+        x509.UnsupportedGeneralNameType,
+        UnicodeError,
+    ) as e:
+        # A problem has been found with the quality of the certificate. Assume
+        # no SAN field is present.
+        log.warning(
+            "A problem was encountered with the certificate that prevented "
+            "urllib3 from finding the SubjectAlternativeName field. This can "
+            "affect certificate validation. The error was %s",
+            e,
+        )
+        return []
+
+    # We want to return dNSName and iPAddress fields. We need to cast the IPs
+    # back to strings because the match_hostname function wants them as
+    # strings.
+    # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
+    # decoded. This is pretty frustrating, but that's what the standard library
+    # does with certificates, and so we need to attempt to do the same.
+    # We also want to skip over names which cannot be idna encoded.
+    names = [
+        ("DNS", name)
+        for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
+        if name is not None
+    ]
+    names.extend(
+        ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
+    )
+
+    return names
+
+
+class WrappedSocket:
+    """API-compatibility wrapper for Python OpenSSL's Connection-class."""
+
+    def __init__(
+        self,
+        connection: OpenSSL.SSL.Connection,
+        socket: socket_cls,
+        suppress_ragged_eofs: bool = True,
+    ) -> None:
+        self.connection = connection
+        self.socket = socket
+        self.suppress_ragged_eofs = suppress_ragged_eofs
+        self._io_refs = 0
+        self._closed = False
+
+    def fileno(self) -> int:
+        return self.socket.fileno()
+
+    # Copy-pasted from Python 3.5 source code
+    def _decref_socketios(self) -> None:
+        if self._io_refs > 0:
+            self._io_refs -= 1
+        if self._closed:
+            self.close()
+
+    def recv(self, *args: typing.Any, **kwargs: typing.Any) -> bytes:
+        try:
+            data = self.connection.recv(*args, **kwargs)
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return b""
+            else:
+                raise OSError(e.args[0], str(e)) from e
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return b""
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError as e:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out") from e
+            else:
+                return self.recv(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"read error: {e!r}") from e
+        else:
+            return data  # type: ignore[no-any-return]
+
+    def recv_into(self, *args: typing.Any, **kwargs: typing.Any) -> int:
+        try:
+            return self.connection.recv_into(*args, **kwargs)  # type: ignore[no-any-return]
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return 0
+            else:
+                raise OSError(e.args[0], str(e)) from e
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return 0
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError as e:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out") from e
+            else:
+                return self.recv_into(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"read error: {e!r}") from e
+
+    def settimeout(self, timeout: float) -> None:
+        return self.socket.settimeout(timeout)
+
+    def _send_until_done(self, data: bytes) -> int:
+        while True:
+            try:
+                return self.connection.send(data)  # type: ignore[no-any-return]
+            except OpenSSL.SSL.WantWriteError as e:
+                if not util.wait_for_write(self.socket, self.socket.gettimeout()):
+                    raise timeout() from e
+                continue
+            except OpenSSL.SSL.SysCallError as e:
+                raise OSError(e.args[0], str(e)) from e
+
+    def sendall(self, data: bytes) -> None:
+        total_sent = 0
+        while total_sent < len(data):
+            sent = self._send_until_done(
+                data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
+            )
+            total_sent += sent
+
+    def shutdown(self) -> None:
+        # FIXME rethrow compatible exceptions should we ever use this
+        self.connection.shutdown()
+
+    def close(self) -> None:
+        self._closed = True
+        if self._io_refs <= 0:
+            self._real_close()
+
+    def _real_close(self) -> None:
+        try:
+            return self.connection.close()  # type: ignore[no-any-return]
+        except OpenSSL.SSL.Error:
+            return
+
+    def getpeercert(
+        self, binary_form: bool = False
+    ) -> dict[str, list[typing.Any]] | None:
+        x509 = self.connection.get_peer_certificate()
+
+        if not x509:
+            return x509  # type: ignore[no-any-return]
+
+        if binary_form:
+            return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)  # type: ignore[no-any-return]
+
+        return {
+            "subject": ((("commonName", x509.get_subject().CN),),),  # type: ignore[dict-item]
+            "subjectAltName": get_subj_alt_name(x509),
+        }
+
+    def version(self) -> str:
+        return self.connection.get_protocol_version_name()  # type: ignore[no-any-return]
+
+
+WrappedSocket.makefile = socket_cls.makefile  # type: ignore[attr-defined]
+
+
+class PyOpenSSLContext:
+    """
+    I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
+    for translating the interface of the standard library ``SSLContext`` object
+    to calls into PyOpenSSL.
+    """
+
+    def __init__(self, protocol: int) -> None:
+        self.protocol = _openssl_versions[protocol]
+        self._ctx = OpenSSL.SSL.Context(self.protocol)
+        self._options = 0
+        self.check_hostname = False
+        self._minimum_version: int = ssl.TLSVersion.MINIMUM_SUPPORTED
+        self._maximum_version: int = ssl.TLSVersion.MAXIMUM_SUPPORTED
+
+    @property
+    def options(self) -> int:
+        return self._options
+
+    @options.setter
+    def options(self, value: int) -> None:
+        self._options = value
+        self._set_ctx_options()
+
+    @property
+    def verify_mode(self) -> int:
+        return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
+
+    @verify_mode.setter
+    def verify_mode(self, value: ssl.VerifyMode) -> None:
+        self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
+
+    def set_default_verify_paths(self) -> None:
+        self._ctx.set_default_verify_paths()
+
+    def set_ciphers(self, ciphers: bytes | str) -> None:
+        if isinstance(ciphers, str):
+            ciphers = ciphers.encode("utf-8")
+        self._ctx.set_cipher_list(ciphers)
+
+    def load_verify_locations(
+        self,
+        cafile: str | None = None,
+        capath: str | None = None,
+        cadata: bytes | None = None,
+    ) -> None:
+        if cafile is not None:
+            cafile = cafile.encode("utf-8")  # type: ignore[assignment]
+        if capath is not None:
+            capath = capath.encode("utf-8")  # type: ignore[assignment]
+        try:
+            self._ctx.load_verify_locations(cafile, capath)
+            if cadata is not None:
+                self._ctx.load_verify_locations(BytesIO(cadata))
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"unable to load trusted certificates: {e!r}") from e
+
+    def load_cert_chain(
+        self,
+        certfile: str,
+        keyfile: str | None = None,
+        password: str | None = None,
+    ) -> None:
+        try:
+            self._ctx.use_certificate_chain_file(certfile)
+            if password is not None:
+                if not isinstance(password, bytes):
+                    password = password.encode("utf-8")  # type: ignore[assignment]
+                self._ctx.set_passwd_cb(lambda *_: password)
+            self._ctx.use_privatekey_file(keyfile or certfile)
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"Unable to load certificate chain: {e!r}") from e
+
+    def set_alpn_protocols(self, protocols: list[bytes | str]) -> None:
+        protocols = [util.util.to_bytes(p, "ascii") for p in protocols]
+        return self._ctx.set_alpn_protos(protocols)  # type: ignore[no-any-return]
+
+    def wrap_socket(
+        self,
+        sock: socket_cls,
+        server_side: bool = False,
+        do_handshake_on_connect: bool = True,
+        suppress_ragged_eofs: bool = True,
+        server_hostname: bytes | str | None = None,
+    ) -> WrappedSocket:
+        cnx = OpenSSL.SSL.Connection(self._ctx, sock)
+
+        # If server_hostname is an IP, don't use it for SNI, per RFC6066 Section 3
+        if server_hostname and not util.ssl_.is_ipaddress(server_hostname):
+            if isinstance(server_hostname, str):
+                server_hostname = server_hostname.encode("utf-8")
+            cnx.set_tlsext_host_name(server_hostname)
+
+        cnx.set_connect_state()
+
+        while True:
+            try:
+                cnx.do_handshake()
+            except OpenSSL.SSL.WantReadError as e:
+                if not util.wait_for_read(sock, sock.gettimeout()):
+                    raise timeout("select timed out") from e
+                continue
+            except OpenSSL.SSL.Error as e:
+                raise ssl.SSLError(f"bad handshake: {e!r}") from e
+            break
+
+        return WrappedSocket(cnx, sock)
+
+    def _set_ctx_options(self) -> None:
+        self._ctx.set_options(
+            self._options
+            | _openssl_to_ssl_minimum_version[self._minimum_version]
+            | _openssl_to_ssl_maximum_version[self._maximum_version]
+        )
+
+    @property
+    def minimum_version(self) -> int:
+        return self._minimum_version
+
+    @minimum_version.setter
+    def minimum_version(self, minimum_version: int) -> None:
+        self._minimum_version = minimum_version
+        self._set_ctx_options()
+
+    @property
+    def maximum_version(self) -> int:
+        return self._maximum_version
+
+    @maximum_version.setter
+    def maximum_version(self, maximum_version: int) -> None:
+        self._maximum_version = maximum_version
+        self._set_ctx_options()
+
+
+def _verify_callback(
+    cnx: OpenSSL.SSL.Connection,
+    x509: X509,
+    err_no: int,
+    err_depth: int,
+    return_code: int,
+) -> bool:
+    return err_no == 0
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/socks.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/socks.py
new file mode 100644
index 000000000..c62b5e033
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/socks.py
@@ -0,0 +1,228 @@
+"""
+This module contains provisional support for SOCKS proxies from within
+urllib3. This module supports SOCKS4, SOCKS4A (an extension of SOCKS4), and
+SOCKS5. To enable its functionality, either install PySocks or install this
+module with the ``socks`` extra.
+
+The SOCKS implementation supports the full range of urllib3 features. It also
+supports the following SOCKS features:
+
+- SOCKS4A (``proxy_url='socks4a://...``)
+- SOCKS4 (``proxy_url='socks4://...``)
+- SOCKS5 with remote DNS (``proxy_url='socks5h://...``)
+- SOCKS5 with local DNS (``proxy_url='socks5://...``)
+- Usernames and passwords for the SOCKS proxy
+
+.. note::
+   It is recommended to use ``socks5h://`` or ``socks4a://`` schemes in
+   your ``proxy_url`` to ensure that DNS resolution is done from the remote
+   server instead of client-side when connecting to a domain name.
+
+SOCKS4 supports IPv4 and domain names with the SOCKS4A extension. SOCKS5
+supports IPv4, IPv6, and domain names.
+
+When connecting to a SOCKS4 proxy the ``username`` portion of the ``proxy_url``
+will be sent as the ``userid`` section of the SOCKS request:
+
+.. code-block:: python
+
+    proxy_url="socks4a://<userid>@proxy-host"
+
+When connecting to a SOCKS5 proxy the ``username`` and ``password`` portion
+of the ``proxy_url`` will be sent as the username/password to authenticate
+with the proxy:
+
+.. code-block:: python
+
+    proxy_url="socks5h://<username>:<password>@proxy-host"
+
+"""
+
+from __future__ import annotations
+
+try:
+    import socks  # type: ignore[import-not-found]
+except ImportError:
+    import warnings
+
+    from ..exceptions import DependencyWarning
+
+    warnings.warn(
+        (
+            "SOCKS support in urllib3 requires the installation of optional "
+            "dependencies: specifically, PySocks.  For more information, see "
+            "https://urllib3.readthedocs.io/en/latest/advanced-usage.html#socks-proxies"
+        ),
+        DependencyWarning,
+    )
+    raise
+
+import typing
+from socket import timeout as SocketTimeout
+
+from ..connection import HTTPConnection, HTTPSConnection
+from ..connectionpool import HTTPConnectionPool, HTTPSConnectionPool
+from ..exceptions import ConnectTimeoutError, NewConnectionError
+from ..poolmanager import PoolManager
+from ..util.url import parse_url
+
+try:
+    import ssl
+except ImportError:
+    ssl = None  # type: ignore[assignment]
+
+
+class _TYPE_SOCKS_OPTIONS(typing.TypedDict):
+    socks_version: int
+    proxy_host: str | None
+    proxy_port: str | None
+    username: str | None
+    password: str | None
+    rdns: bool
+
+
+class SOCKSConnection(HTTPConnection):
+    """
+    A plain-text HTTP connection that connects via a SOCKS proxy.
+    """
+
+    def __init__(
+        self,
+        _socks_options: _TYPE_SOCKS_OPTIONS,
+        *args: typing.Any,
+        **kwargs: typing.Any,
+    ) -> None:
+        self._socks_options = _socks_options
+        super().__init__(*args, **kwargs)
+
+    def _new_conn(self) -> socks.socksocket:
+        """
+        Establish a new connection via the SOCKS proxy.
+        """
+        extra_kw: dict[str, typing.Any] = {}
+        if self.source_address:
+            extra_kw["source_address"] = self.source_address
+
+        if self.socket_options:
+            extra_kw["socket_options"] = self.socket_options
+
+        try:
+            conn = socks.create_connection(
+                (self.host, self.port),
+                proxy_type=self._socks_options["socks_version"],
+                proxy_addr=self._socks_options["proxy_host"],
+                proxy_port=self._socks_options["proxy_port"],
+                proxy_username=self._socks_options["username"],
+                proxy_password=self._socks_options["password"],
+                proxy_rdns=self._socks_options["rdns"],
+                timeout=self.timeout,
+                **extra_kw,
+            )
+
+        except SocketTimeout as e:
+            raise ConnectTimeoutError(
+                self,
+                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+            ) from e
+
+        except socks.ProxyError as e:
+            # This is fragile as hell, but it seems to be the only way to raise
+            # useful errors here.
+            if e.socket_err:
+                error = e.socket_err
+                if isinstance(error, SocketTimeout):
+                    raise ConnectTimeoutError(
+                        self,
+                        f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+                    ) from e
+                else:
+                    # Adding `from e` messes with coverage somehow, so it's omitted.
+                    # See #2386.
+                    raise NewConnectionError(
+                        self, f"Failed to establish a new connection: {error}"
+                    )
+            else:
+                raise NewConnectionError(
+                    self, f"Failed to establish a new connection: {e}"
+                ) from e
+
+        except OSError as e:  # Defensive: PySocks should catch all these.
+            raise NewConnectionError(
+                self, f"Failed to establish a new connection: {e}"
+            ) from e
+
+        return conn
+
+
+# We don't need to duplicate the Verified/Unverified distinction from
+# urllib3/connection.py here because the HTTPSConnection will already have been
+# correctly set to either the Verified or Unverified form by that module. This
+# means the SOCKSHTTPSConnection will automatically be the correct type.
+class SOCKSHTTPSConnection(SOCKSConnection, HTTPSConnection):
+    pass
+
+
+class SOCKSHTTPConnectionPool(HTTPConnectionPool):
+    ConnectionCls = SOCKSConnection
+
+
+class SOCKSHTTPSConnectionPool(HTTPSConnectionPool):
+    ConnectionCls = SOCKSHTTPSConnection
+
+
+class SOCKSProxyManager(PoolManager):
+    """
+    A version of the urllib3 ProxyManager that routes connections via the
+    defined SOCKS proxy.
+    """
+
+    pool_classes_by_scheme = {
+        "http": SOCKSHTTPConnectionPool,
+        "https": SOCKSHTTPSConnectionPool,
+    }
+
+    def __init__(
+        self,
+        proxy_url: str,
+        username: str | None = None,
+        password: str | None = None,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        **connection_pool_kw: typing.Any,
+    ):
+        parsed = parse_url(proxy_url)
+
+        if username is None and password is None and parsed.auth is not None:
+            split = parsed.auth.split(":")
+            if len(split) == 2:
+                username, password = split
+        if parsed.scheme == "socks5":
+            socks_version = socks.PROXY_TYPE_SOCKS5
+            rdns = False
+        elif parsed.scheme == "socks5h":
+            socks_version = socks.PROXY_TYPE_SOCKS5
+            rdns = True
+        elif parsed.scheme == "socks4":
+            socks_version = socks.PROXY_TYPE_SOCKS4
+            rdns = False
+        elif parsed.scheme == "socks4a":
+            socks_version = socks.PROXY_TYPE_SOCKS4
+            rdns = True
+        else:
+            raise ValueError(f"Unable to determine SOCKS version from {proxy_url}")
+
+        self.proxy_url = proxy_url
+
+        socks_options = {
+            "socks_version": socks_version,
+            "proxy_host": parsed.host,
+            "proxy_port": parsed.port,
+            "username": username,
+            "password": password,
+            "rdns": rdns,
+        }
+        connection_pool_kw["_socks_options"] = socks_options
+
+        super().__init__(num_pools, headers, **connection_pool_kw)
+
+        self.pool_classes_by_scheme = SOCKSProxyManager.pool_classes_by_scheme
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/exceptions.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/exceptions.py
new file mode 100644
index 000000000..b0792f00f
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/exceptions.py
@@ -0,0 +1,321 @@
+from __future__ import annotations
+
+import socket
+import typing
+import warnings
+from email.errors import MessageDefect
+from http.client import IncompleteRead as httplib_IncompleteRead
+
+if typing.TYPE_CHECKING:
+    from .connection import HTTPConnection
+    from .connectionpool import ConnectionPool
+    from .response import HTTPResponse
+    from .util.retry import Retry
+
+# Base Exceptions
+
+
+class HTTPError(Exception):
+    """Base exception used by this module."""
+
+
+class HTTPWarning(Warning):
+    """Base warning used by this module."""
+
+
+_TYPE_REDUCE_RESULT = typing.Tuple[
+    typing.Callable[..., object], typing.Tuple[object, ...]
+]
+
+
+class PoolError(HTTPError):
+    """Base exception for errors caused within a pool."""
+
+    def __init__(self, pool: ConnectionPool, message: str) -> None:
+        self.pool = pool
+        super().__init__(f"{pool}: {message}")
+
+    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
+        # For pickling purposes.
+        return self.__class__, (None, None)
+
+
+class RequestError(PoolError):
+    """Base exception for PoolErrors that have associated URLs."""
+
+    def __init__(self, pool: ConnectionPool, url: str, message: str) -> None:
+        self.url = url
+        super().__init__(pool, message)
+
+    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
+        # For pickling purposes.
+        return self.__class__, (None, self.url, None)
+
+
+class SSLError(HTTPError):
+    """Raised when SSL certificate fails in an HTTPS connection."""
+
+
+class ProxyError(HTTPError):
+    """Raised when the connection to a proxy fails."""
+
+    # The original error is also available as __cause__.
+    original_error: Exception
+
+    def __init__(self, message: str, error: Exception) -> None:
+        super().__init__(message, error)
+        self.original_error = error
+
+
+class DecodeError(HTTPError):
+    """Raised when automatic decoding based on Content-Type fails."""
+
+
+class ProtocolError(HTTPError):
+    """Raised when something unexpected happens mid-request/response."""
+
+
+#: Renamed to ProtocolError but aliased for backwards compatibility.
+ConnectionError = ProtocolError
+
+
+# Leaf Exceptions
+
+
+class MaxRetryError(RequestError):
+    """Raised when the maximum number of retries is exceeded.
+
+    :param pool: The connection pool
+    :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool`
+    :param str url: The requested Url
+    :param reason: The underlying error
+    :type reason: :class:`Exception`
+
+    """
+
+    def __init__(
+        self, pool: ConnectionPool, url: str, reason: Exception | None = None
+    ) -> None:
+        self.reason = reason
+
+        message = f"Max retries exceeded with url: {url} (Caused by {reason!r})"
+
+        super().__init__(pool, url, message)
+
+
+class HostChangedError(RequestError):
+    """Raised when an existing pool gets a request for a foreign host."""
+
+    def __init__(
+        self, pool: ConnectionPool, url: str, retries: Retry | int = 3
+    ) -> None:
+        message = f"Tried to open a foreign host with url: {url}"
+        super().__init__(pool, url, message)
+        self.retries = retries
+
+
+class TimeoutStateError(HTTPError):
+    """Raised when passing an invalid state to a timeout"""
+
+
+class TimeoutError(HTTPError):
+    """Raised when a socket timeout error occurs.
+
+    Catching this error will catch both :exc:`ReadTimeoutErrors
+    <ReadTimeoutError>` and :exc:`ConnectTimeoutErrors <ConnectTimeoutError>`.
+    """
+
+
+class ReadTimeoutError(TimeoutError, RequestError):
+    """Raised when a socket timeout occurs while receiving data from a server"""
+
+
+# This timeout error does not have a URL attached and needs to inherit from the
+# base HTTPError
+class ConnectTimeoutError(TimeoutError):
+    """Raised when a socket timeout occurs while connecting to a server"""
+
+
+class NewConnectionError(ConnectTimeoutError, HTTPError):
+    """Raised when we fail to establish a new connection. Usually ECONNREFUSED."""
+
+    def __init__(self, conn: HTTPConnection, message: str) -> None:
+        self.conn = conn
+        super().__init__(f"{conn}: {message}")
+
+    @property
+    def pool(self) -> HTTPConnection:
+        warnings.warn(
+            "The 'pool' property is deprecated and will be removed "
+            "in urllib3 v2.1.0. Use 'conn' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+        return self.conn
+
+
+class NameResolutionError(NewConnectionError):
+    """Raised when host name resolution fails."""
+
+    def __init__(self, host: str, conn: HTTPConnection, reason: socket.gaierror):
+        message = f"Failed to resolve '{host}' ({reason})"
+        super().__init__(conn, message)
+
+
+class EmptyPoolError(PoolError):
+    """Raised when a pool runs out of connections and no more are allowed."""
+
+
+class FullPoolError(PoolError):
+    """Raised when we try to add a connection to a full pool in blocking mode."""
+
+
+class ClosedPoolError(PoolError):
+    """Raised when a request enters a pool after the pool has been closed."""
+
+
+class LocationValueError(ValueError, HTTPError):
+    """Raised when there is something wrong with a given URL input."""
+
+
+class LocationParseError(LocationValueError):
+    """Raised when get_host or similar fails to parse the URL input."""
+
+    def __init__(self, location: str) -> None:
+        message = f"Failed to parse: {location}"
+        super().__init__(message)
+
+        self.location = location
+
+
+class URLSchemeUnknown(LocationValueError):
+    """Raised when a URL input has an unsupported scheme."""
+
+    def __init__(self, scheme: str):
+        message = f"Not supported URL scheme {scheme}"
+        super().__init__(message)
+
+        self.scheme = scheme
+
+
+class ResponseError(HTTPError):
+    """Used as a container for an error reason supplied in a MaxRetryError."""
+
+    GENERIC_ERROR = "too many error responses"
+    SPECIFIC_ERROR = "too many {status_code} error responses"
+
+
+class SecurityWarning(HTTPWarning):
+    """Warned when performing security reducing actions"""
+
+
+class InsecureRequestWarning(SecurityWarning):
+    """Warned when making an unverified HTTPS request."""
+
+
+class NotOpenSSLWarning(SecurityWarning):
+    """Warned when using unsupported SSL library"""
+
+
+class SystemTimeWarning(SecurityWarning):
+    """Warned when system time is suspected to be wrong"""
+
+
+class InsecurePlatformWarning(SecurityWarning):
+    """Warned when certain TLS/SSL configuration is not available on a platform."""
+
+
+class DependencyWarning(HTTPWarning):
+    """
+    Warned when an attempt is made to import a module with missing optional
+    dependencies.
+    """
+
+
+class ResponseNotChunked(ProtocolError, ValueError):
+    """Response needs to be chunked in order to read it as chunks."""
+
+
+class BodyNotHttplibCompatible(HTTPError):
+    """
+    Body should be :class:`http.client.HTTPResponse` like
+    (have an fp attribute which returns raw chunks) for read_chunked().
+    """
+
+
+class IncompleteRead(HTTPError, httplib_IncompleteRead):
+    """
+    Response length doesn't match expected Content-Length
+
+    Subclass of :class:`http.client.IncompleteRead` to allow int value
+    for ``partial`` to avoid creating large objects on streamed reads.
+    """
+
+    partial: int  # type: ignore[assignment]
+    expected: int
+
+    def __init__(self, partial: int, expected: int) -> None:
+        self.partial = partial
+        self.expected = expected
+
+    def __repr__(self) -> str:
+        return "IncompleteRead(%i bytes read, %i more expected)" % (
+            self.partial,
+            self.expected,
+        )
+
+
+class InvalidChunkLength(HTTPError, httplib_IncompleteRead):
+    """Invalid chunk length in a chunked response."""
+
+    def __init__(self, response: HTTPResponse, length: bytes) -> None:
+        self.partial: int = response.tell()  # type: ignore[assignment]
+        self.expected: int | None = response.length_remaining
+        self.response = response
+        self.length = length
+
+    def __repr__(self) -> str:
+        return "InvalidChunkLength(got length %r, %i bytes read)" % (
+            self.length,
+            self.partial,
+        )
+
+
+class InvalidHeader(HTTPError):
+    """The header provided was somehow invalid."""
+
+
+class ProxySchemeUnknown(AssertionError, URLSchemeUnknown):
+    """ProxyManager does not support the supplied scheme"""
+
+    # TODO(t-8ch): Stop inheriting from AssertionError in v2.0.
+
+    def __init__(self, scheme: str | None) -> None:
+        # 'localhost' is here because our URL parser parses
+        # localhost:8080 -> scheme=localhost, remove if we fix this.
+        if scheme == "localhost":
+            scheme = None
+        if scheme is None:
+            message = "Proxy URL had no scheme, should start with http:// or https://"
+        else:
+            message = f"Proxy URL had unsupported scheme {scheme}, should use http:// or https://"
+        super().__init__(message)
+
+
+class ProxySchemeUnsupported(ValueError):
+    """Fetching HTTPS resources through HTTPS proxies is unsupported"""
+
+
+class HeaderParsingError(HTTPError):
+    """Raised by assert_header_parsing, but we convert it to a log.warning statement."""
+
+    def __init__(
+        self, defects: list[MessageDefect], unparsed_data: bytes | str | None
+    ) -> None:
+        message = f"{defects or 'Unknown'}, unparsed data: {unparsed_data!r}"
+        super().__init__(message)
+
+
+class UnrewindableBodyError(HTTPError):
+    """urllib3 encountered an error when trying to rewind a body"""
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/fields.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/fields.py
new file mode 100644
index 000000000..3e258a5d8
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/fields.py
@@ -0,0 +1,341 @@
+from __future__ import annotations
+
+import email.utils
+import mimetypes
+import typing
+
+_TYPE_FIELD_VALUE = typing.Union[str, bytes]
+_TYPE_FIELD_VALUE_TUPLE = typing.Union[
+    _TYPE_FIELD_VALUE,
+    typing.Tuple[str, _TYPE_FIELD_VALUE],
+    typing.Tuple[str, _TYPE_FIELD_VALUE, str],
+]
+
+
+def guess_content_type(
+    filename: str | None, default: str = "application/octet-stream"
+) -> str:
+    """
+    Guess the "Content-Type" of a file.
+
+    :param filename:
+        The filename to guess the "Content-Type" of using :mod:`mimetypes`.
+    :param default:
+        If no "Content-Type" can be guessed, default to `default`.
+    """
+    if filename:
+        return mimetypes.guess_type(filename)[0] or default
+    return default
+
+
+def format_header_param_rfc2231(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    Helper function to format and quote a single header parameter using the
+    strategy defined in RFC 2231.
+
+    Particularly useful for header parameters which might contain
+    non-ASCII values, like file names. This follows
+    `RFC 2388 Section 4.4 <https://tools.ietf.org/html/rfc2388#section-4.4>`_.
+
+    :param name:
+        The name of the parameter, a string expected to be ASCII only.
+    :param value:
+        The value of the parameter, provided as ``bytes`` or `str``.
+    :returns:
+        An RFC-2231-formatted unicode string.
+
+    .. deprecated:: 2.0.0
+        Will be removed in urllib3 v2.1.0. This is not valid for
+        ``multipart/form-data`` header parameters.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param_rfc2231' is deprecated and will be "
+        "removed in urllib3 v2.1.0. This is not valid for "
+        "multipart/form-data header parameters.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    if isinstance(value, bytes):
+        value = value.decode("utf-8")
+
+    if not any(ch in value for ch in '"\\\r\n'):
+        result = f'{name}="{value}"'
+        try:
+            result.encode("ascii")
+        except (UnicodeEncodeError, UnicodeDecodeError):
+            pass
+        else:
+            return result
+
+    value = email.utils.encode_rfc2231(value, "utf-8")
+    value = f"{name}*={value}"
+
+    return value
+
+
+def format_multipart_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    Format and quote a single multipart header parameter.
+
+    This follows the `WHATWG HTML Standard`_ as of 2021/06/10, matching
+    the behavior of current browser and curl versions. Values are
+    assumed to be UTF-8. The ``\\n``, ``\\r``, and ``"`` characters are
+    percent encoded.
+
+    .. _WHATWG HTML Standard:
+        https://html.spec.whatwg.org/multipage/
+        form-control-infrastructure.html#multipart-form-data
+
+    :param name:
+        The name of the parameter, an ASCII-only ``str``.
+    :param value:
+        The value of the parameter, a ``str`` or UTF-8 encoded
+        ``bytes``.
+    :returns:
+        A string ``name="value"`` with the escaped value.
+
+    .. versionchanged:: 2.0.0
+        Matches the WHATWG HTML Standard as of 2021/06/10. Control
+        characters are no longer percent encoded.
+
+    .. versionchanged:: 2.0.0
+        Renamed from ``format_header_param_html5`` and
+        ``format_header_param``. The old names will be removed in
+        urllib3 v2.1.0.
+    """
+    if isinstance(value, bytes):
+        value = value.decode("utf-8")
+
+    # percent encode \n \r "
+    value = value.translate({10: "%0A", 13: "%0D", 34: "%22"})
+    return f'{name}="{value}"'
+
+
+def format_header_param_html5(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    .. deprecated:: 2.0.0
+        Renamed to :func:`format_multipart_header_param`. Will be
+        removed in urllib3 v2.1.0.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param_html5' has been renamed to "
+        "'format_multipart_header_param'. The old name will be "
+        "removed in urllib3 v2.1.0.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return format_multipart_header_param(name, value)
+
+
+def format_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    .. deprecated:: 2.0.0
+        Renamed to :func:`format_multipart_header_param`. Will be
+        removed in urllib3 v2.1.0.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param' has been renamed to "
+        "'format_multipart_header_param'. The old name will be "
+        "removed in urllib3 v2.1.0.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return format_multipart_header_param(name, value)
+
+
+class RequestField:
+    """
+    A data container for request body parameters.
+
+    :param name:
+        The name of this request field. Must be unicode.
+    :param data:
+        The data/value body.
+    :param filename:
+        An optional filename of the request field. Must be unicode.
+    :param headers:
+        An optional dict-like object of headers to initially use for the field.
+
+    .. versionchanged:: 2.0.0
+        The ``header_formatter`` parameter is deprecated and will
+        be removed in urllib3 v2.1.0.
+    """
+
+    def __init__(
+        self,
+        name: str,
+        data: _TYPE_FIELD_VALUE,
+        filename: str | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
+    ):
+        self._name = name
+        self._filename = filename
+        self.data = data
+        self.headers: dict[str, str | None] = {}
+        if headers:
+            self.headers = dict(headers)
+
+        if header_formatter is not None:
+            import warnings
+
+            warnings.warn(
+                "The 'header_formatter' parameter is deprecated and "
+                "will be removed in urllib3 v2.1.0.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+            self.header_formatter = header_formatter
+        else:
+            self.header_formatter = format_multipart_header_param
+
+    @classmethod
+    def from_tuples(
+        cls,
+        fieldname: str,
+        value: _TYPE_FIELD_VALUE_TUPLE,
+        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
+    ) -> RequestField:
+        """
+        A :class:`~urllib3.fields.RequestField` factory from old-style tuple parameters.
+
+        Supports constructing :class:`~urllib3.fields.RequestField` from
+        parameter of key/value strings AND key/filetuple. A filetuple is a
+        (filename, data, MIME type) tuple where the MIME type is optional.
+        For example::
+
+            'foo': 'bar',
+            'fakefile': ('foofile.txt', 'contents of foofile'),
+            'realfile': ('barfile.txt', open('realfile').read()),
+            'typedfile': ('bazfile.bin', open('bazfile').read(), 'image/jpeg'),
+            'nonamefile': 'contents of nonamefile field',
+
+        Field names and filenames must be unicode.
+        """
+        filename: str | None
+        content_type: str | None
+        data: _TYPE_FIELD_VALUE
+
+        if isinstance(value, tuple):
+            if len(value) == 3:
+                filename, data, content_type = value
+            else:
+                filename, data = value
+                content_type = guess_content_type(filename)
+        else:
+            filename = None
+            content_type = None
+            data = value
+
+        request_param = cls(
+            fieldname, data, filename=filename, header_formatter=header_formatter
+        )
+        request_param.make_multipart(content_type=content_type)
+
+        return request_param
+
+    def _render_part(self, name: str, value: _TYPE_FIELD_VALUE) -> str:
+        """
+        Override this method to change how each multipart header
+        parameter is formatted. By default, this calls
+        :func:`format_multipart_header_param`.
+
+        :param name:
+            The name of the parameter, an ASCII-only ``str``.
+        :param value:
+            The value of the parameter, a ``str`` or UTF-8 encoded
+            ``bytes``.
+
+        :meta public:
+        """
+        return self.header_formatter(name, value)
+
+    def _render_parts(
+        self,
+        header_parts: (
+            dict[str, _TYPE_FIELD_VALUE | None]
+            | typing.Sequence[tuple[str, _TYPE_FIELD_VALUE | None]]
+        ),
+    ) -> str:
+        """
+        Helper function to format and quote a single header.
+
+        Useful for single headers that are composed of multiple items. E.g.,
+        'Content-Disposition' fields.
+
+        :param header_parts:
+            A sequence of (k, v) tuples or a :class:`dict` of (k, v) to format
+            as `k1="v1"; k2="v2"; ...`.
+        """
+        iterable: typing.Iterable[tuple[str, _TYPE_FIELD_VALUE | None]]
+
+        parts = []
+        if isinstance(header_parts, dict):
+            iterable = header_parts.items()
+        else:
+            iterable = header_parts
+
+        for name, value in iterable:
+            if value is not None:
+                parts.append(self._render_part(name, value))
+
+        return "; ".join(parts)
+
+    def render_headers(self) -> str:
+        """
+        Renders the headers for this request field.
+        """
+        lines = []
+
+        sort_keys = ["Content-Disposition", "Content-Type", "Content-Location"]
+        for sort_key in sort_keys:
+            if self.headers.get(sort_key, False):
+                lines.append(f"{sort_key}: {self.headers[sort_key]}")
+
+        for header_name, header_value in self.headers.items():
+            if header_name not in sort_keys:
+                if header_value:
+                    lines.append(f"{header_name}: {header_value}")
+
+        lines.append("\r\n")
+        return "\r\n".join(lines)
+
+    def make_multipart(
+        self,
+        content_disposition: str | None = None,
+        content_type: str | None = None,
+        content_location: str | None = None,
+    ) -> None:
+        """
+        Makes this request field into a multipart request field.
+
+        This method overrides "Content-Disposition", "Content-Type" and
+        "Content-Location" headers to the request parameter.
+
+        :param content_disposition:
+            The 'Content-Disposition' of the request body. Defaults to 'form-data'
+        :param content_type:
+            The 'Content-Type' of the request body.
+        :param content_location:
+            The 'Content-Location' of the request body.
+
+        """
+        content_disposition = (content_disposition or "form-data") + "; ".join(
+            [
+                "",
+                self._render_parts(
+                    (("name", self._name), ("filename", self._filename))
+                ),
+            ]
+        )
+
+        self.headers["Content-Disposition"] = content_disposition
+        self.headers["Content-Type"] = content_type
+        self.headers["Content-Location"] = content_location
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/filepost.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/filepost.py
new file mode 100644
index 000000000..1c90a211f
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/filepost.py
@@ -0,0 +1,89 @@
+from __future__ import annotations
+
+import binascii
+import codecs
+import os
+import typing
+from io import BytesIO
+
+from .fields import _TYPE_FIELD_VALUE_TUPLE, RequestField
+
+writer = codecs.lookup("utf-8")[3]
+
+_TYPE_FIELDS_SEQUENCE = typing.Sequence[
+    typing.Union[typing.Tuple[str, _TYPE_FIELD_VALUE_TUPLE], RequestField]
+]
+_TYPE_FIELDS = typing.Union[
+    _TYPE_FIELDS_SEQUENCE,
+    typing.Mapping[str, _TYPE_FIELD_VALUE_TUPLE],
+]
+
+
+def choose_boundary() -> str:
+    """
+    Our embarrassingly-simple replacement for mimetools.choose_boundary.
+    """
+    return binascii.hexlify(os.urandom(16)).decode()
+
+
+def iter_field_objects(fields: _TYPE_FIELDS) -> typing.Iterable[RequestField]:
+    """
+    Iterate over fields.
+
+    Supports list of (k, v) tuples and dicts, and lists of
+    :class:`~urllib3.fields.RequestField`.
+
+    """
+    iterable: typing.Iterable[RequestField | tuple[str, _TYPE_FIELD_VALUE_TUPLE]]
+
+    if isinstance(fields, typing.Mapping):
+        iterable = fields.items()
+    else:
+        iterable = fields
+
+    for field in iterable:
+        if isinstance(field, RequestField):
+            yield field
+        else:
+            yield RequestField.from_tuples(*field)
+
+
+def encode_multipart_formdata(
+    fields: _TYPE_FIELDS, boundary: str | None = None
+) -> tuple[bytes, str]:
+    """
+    Encode a dictionary of ``fields`` using the multipart/form-data MIME format.
+
+    :param fields:
+        Dictionary of fields or list of (key, :class:`~urllib3.fields.RequestField`).
+        Values are processed by :func:`urllib3.fields.RequestField.from_tuples`.
+
+    :param boundary:
+        If not specified, then a random boundary will be generated using
+        :func:`urllib3.filepost.choose_boundary`.
+    """
+    body = BytesIO()
+    if boundary is None:
+        boundary = choose_boundary()
+
+    for field in iter_field_objects(fields):
+        body.write(f"--{boundary}\r\n".encode("latin-1"))
+
+        writer(body).write(field.render_headers())
+        data = field.data
+
+        if isinstance(data, int):
+            data = str(data)  # Backwards compatibility
+
+        if isinstance(data, str):
+            writer(body).write(data)
+        else:
+            body.write(data)
+
+        body.write(b"\r\n")
+
+    body.write(f"--{boundary}--\r\n".encode("latin-1"))
+
+    content_type = f"multipart/form-data; boundary={boundary}"
+
+    return body.getvalue(), content_type
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/http2.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/http2.py
new file mode 100644
index 000000000..ceb40602d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/http2.py
@@ -0,0 +1,230 @@
+from __future__ import annotations
+
+import threading
+import types
+import typing
+
+import h2.config  # type: ignore[import-untyped]
+import h2.connection  # type: ignore[import-untyped]
+import h2.events  # type: ignore[import-untyped]
+
+import urllib3.connection
+import urllib3.util.ssl_
+from urllib3.response import BaseHTTPResponse
+
+from ._collections import HTTPHeaderDict
+from .connection import HTTPSConnection
+from .connectionpool import HTTPSConnectionPool
+
+orig_HTTPSConnection = HTTPSConnection
+
+T = typing.TypeVar("T")
+
+
+class _LockedObject(typing.Generic[T]):
+    """
+    A wrapper class that hides a specific object behind a lock.
+
+    The goal here is to provide a simple way to protect access to an object
+    that cannot safely be simultaneously accessed from multiple threads. The
+    intended use of this class is simple: take hold of it with a context
+    manager, which returns the protected object.
+    """
+
+    def __init__(self, obj: T):
+        self.lock = threading.RLock()
+        self._obj = obj
+
+    def __enter__(self) -> T:
+        self.lock.acquire()
+        return self._obj
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: types.TracebackType | None,
+    ) -> None:
+        self.lock.release()
+
+
+class HTTP2Connection(HTTPSConnection):
+    def __init__(
+        self, host: str, port: int | None = None, **kwargs: typing.Any
+    ) -> None:
+        self._h2_conn = self._new_h2_conn()
+        self._h2_stream: int | None = None
+        self._h2_headers: list[tuple[bytes, bytes]] = []
+
+        if "proxy" in kwargs or "proxy_config" in kwargs:  # Defensive:
+            raise NotImplementedError("Proxies aren't supported with HTTP/2")
+
+        super().__init__(host, port, **kwargs)
+
+    def _new_h2_conn(self) -> _LockedObject[h2.connection.H2Connection]:
+        config = h2.config.H2Configuration(client_side=True)
+        return _LockedObject(h2.connection.H2Connection(config=config))
+
+    def connect(self) -> None:
+        super().connect()
+
+        with self._h2_conn as h2_conn:
+            h2_conn.initiate_connection()
+            self.sock.sendall(h2_conn.data_to_send())
+
+    def putrequest(
+        self,
+        method: str,
+        url: str,
+        skip_host: bool = False,
+        skip_accept_encoding: bool = False,
+    ) -> None:
+        with self._h2_conn as h2_conn:
+            self._request_url = url
+            self._h2_stream = h2_conn.get_next_available_stream_id()
+
+            if ":" in self.host:
+                authority = f"[{self.host}]:{self.port or 443}"
+            else:
+                authority = f"{self.host}:{self.port or 443}"
+
+            self._h2_headers.extend(
+                (
+                    (b":scheme", b"https"),
+                    (b":method", method.encode()),
+                    (b":authority", authority.encode()),
+                    (b":path", url.encode()),
+                )
+            )
+
+    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
+        for value in values:
+            self._h2_headers.append(
+                (header.encode("utf-8").lower(), value.encode("utf-8"))
+            )
+
+    def endheaders(self) -> None:  # type: ignore[override]
+        with self._h2_conn as h2_conn:
+            h2_conn.send_headers(
+                stream_id=self._h2_stream,
+                headers=self._h2_headers,
+                end_stream=True,
+            )
+            if data_to_send := h2_conn.data_to_send():
+                self.sock.sendall(data_to_send)
+
+    def send(self, data: bytes) -> None:  # type: ignore[override]  # Defensive:
+        if not data:
+            return
+        raise NotImplementedError("Sending data isn't supported yet")
+
+    def getresponse(  # type: ignore[override]
+        self,
+    ) -> HTTP2Response:
+        status = None
+        data = bytearray()
+        with self._h2_conn as h2_conn:
+            end_stream = False
+            while not end_stream:
+                # TODO: Arbitrary read value.
+                if received_data := self.sock.recv(65535):
+                    events = h2_conn.receive_data(received_data)
+                    for event in events:
+                        if isinstance(event, h2.events.ResponseReceived):
+                            headers = HTTPHeaderDict()
+                            for header, value in event.headers:
+                                if header == b":status":
+                                    status = int(value.decode())
+                                else:
+                                    headers.add(
+                                        header.decode("ascii"), value.decode("ascii")
+                                    )
+
+                        elif isinstance(event, h2.events.DataReceived):
+                            data += event.data
+                            h2_conn.acknowledge_received_data(
+                                event.flow_controlled_length, event.stream_id
+                            )
+
+                        elif isinstance(event, h2.events.StreamEnded):
+                            end_stream = True
+
+                if data_to_send := h2_conn.data_to_send():
+                    self.sock.sendall(data_to_send)
+
+        # We always close to not have to handle connection management.
+        self.close()
+
+        assert status is not None
+        return HTTP2Response(
+            status=status,
+            headers=headers,
+            request_url=self._request_url,
+            data=bytes(data),
+        )
+
+    def close(self) -> None:
+        with self._h2_conn as h2_conn:
+            try:
+                h2_conn.close_connection()
+                if data := h2_conn.data_to_send():
+                    self.sock.sendall(data)
+            except Exception:
+                pass
+
+        # Reset all our HTTP/2 connection state.
+        self._h2_conn = self._new_h2_conn()
+        self._h2_stream = None
+        self._h2_headers = []
+
+        super().close()
+
+
+class HTTP2Response(BaseHTTPResponse):
+    # TODO: This is a woefully incomplete response object, but works for non-streaming.
+    def __init__(
+        self,
+        status: int,
+        headers: HTTPHeaderDict,
+        request_url: str,
+        data: bytes,
+        decode_content: bool = False,  # TODO: support decoding
+    ) -> None:
+        super().__init__(
+            status=status,
+            headers=headers,
+            # Following CPython, we map HTTP versions to major * 10 + minor integers
+            version=20,
+            version_string="HTTP/2",
+            # No reason phrase in HTTP/2
+            reason=None,
+            decode_content=decode_content,
+            request_url=request_url,
+        )
+        self._data = data
+        self.length_remaining = 0
+
+    @property
+    def data(self) -> bytes:
+        return self._data
+
+    def get_redirect_location(self) -> None:
+        return None
+
+    def close(self) -> None:
+        pass
+
+
+def inject_into_urllib3() -> None:
+    HTTPSConnectionPool.ConnectionCls = HTTP2Connection
+    urllib3.connection.HTTPSConnection = HTTP2Connection  # type: ignore[misc]
+
+    # TODO: Offer 'http/1.1' as well, but for testing purposes this is handy.
+    urllib3.util.ssl_.ALPN_PROTOCOLS = ["h2"]
+
+
+def extract_from_urllib3() -> None:
+    HTTPSConnectionPool.ConnectionCls = orig_HTTPSConnection
+    urllib3.connection.HTTPSConnection = orig_HTTPSConnection  # type: ignore[misc]
+
+    urllib3.util.ssl_.ALPN_PROTOCOLS = ["http/1.1"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/poolmanager.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/poolmanager.py
new file mode 100644
index 000000000..085d1dbaf
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/poolmanager.py
@@ -0,0 +1,637 @@
+from __future__ import annotations
+
+import functools
+import logging
+import typing
+import warnings
+from types import TracebackType
+from urllib.parse import urljoin
+
+from ._collections import HTTPHeaderDict, RecentlyUsedContainer
+from ._request_methods import RequestMethods
+from .connection import ProxyConfig
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, port_by_scheme
+from .exceptions import (
+    LocationValueError,
+    MaxRetryError,
+    ProxySchemeUnknown,
+    URLSchemeUnknown,
+)
+from .response import BaseHTTPResponse
+from .util.connection import _TYPE_SOCKET_OPTIONS
+from .util.proxy import connection_requires_http_tunnel
+from .util.retry import Retry
+from .util.timeout import Timeout
+from .util.url import Url, parse_url
+
+if typing.TYPE_CHECKING:
+    import ssl
+
+    from typing_extensions import Self
+
+__all__ = ["PoolManager", "ProxyManager", "proxy_from_url"]
+
+
+log = logging.getLogger(__name__)
+
+SSL_KEYWORDS = (
+    "key_file",
+    "cert_file",
+    "cert_reqs",
+    "ca_certs",
+    "ca_cert_data",
+    "ssl_version",
+    "ssl_minimum_version",
+    "ssl_maximum_version",
+    "ca_cert_dir",
+    "ssl_context",
+    "key_password",
+    "server_hostname",
+)
+# Default value for `blocksize` - a new parameter introduced to
+# http.client.HTTPConnection & http.client.HTTPSConnection in Python 3.7
+_DEFAULT_BLOCKSIZE = 16384
+
+
+class PoolKey(typing.NamedTuple):
+    """
+    All known keyword arguments that could be provided to the pool manager, its
+    pools, or the underlying connections.
+
+    All custom key schemes should include the fields in this key at a minimum.
+    """
+
+    key_scheme: str
+    key_host: str
+    key_port: int | None
+    key_timeout: Timeout | float | int | None
+    key_retries: Retry | bool | int | None
+    key_block: bool | None
+    key_source_address: tuple[str, int] | None
+    key_key_file: str | None
+    key_key_password: str | None
+    key_cert_file: str | None
+    key_cert_reqs: str | None
+    key_ca_certs: str | None
+    key_ca_cert_data: str | bytes | None
+    key_ssl_version: int | str | None
+    key_ssl_minimum_version: ssl.TLSVersion | None
+    key_ssl_maximum_version: ssl.TLSVersion | None
+    key_ca_cert_dir: str | None
+    key_ssl_context: ssl.SSLContext | None
+    key_maxsize: int | None
+    key_headers: frozenset[tuple[str, str]] | None
+    key__proxy: Url | None
+    key__proxy_headers: frozenset[tuple[str, str]] | None
+    key__proxy_config: ProxyConfig | None
+    key_socket_options: _TYPE_SOCKET_OPTIONS | None
+    key__socks_options: frozenset[tuple[str, str]] | None
+    key_assert_hostname: bool | str | None
+    key_assert_fingerprint: str | None
+    key_server_hostname: str | None
+    key_blocksize: int | None
+
+
+def _default_key_normalizer(
+    key_class: type[PoolKey], request_context: dict[str, typing.Any]
+) -> PoolKey:
+    """
+    Create a pool key out of a request context dictionary.
+
+    According to RFC 3986, both the scheme and host are case-insensitive.
+    Therefore, this function normalizes both before constructing the pool
+    key for an HTTPS request. If you wish to change this behaviour, provide
+    alternate callables to ``key_fn_by_scheme``.
+
+    :param key_class:
+        The class to use when constructing the key. This should be a namedtuple
+        with the ``scheme`` and ``host`` keys at a minimum.
+    :type  key_class: namedtuple
+    :param request_context:
+        A dictionary-like object that contain the context for a request.
+    :type  request_context: dict
+
+    :return: A namedtuple that can be used as a connection pool key.
+    :rtype:  PoolKey
+    """
+    # Since we mutate the dictionary, make a copy first
+    context = request_context.copy()
+    context["scheme"] = context["scheme"].lower()
+    context["host"] = context["host"].lower()
+
+    # These are both dictionaries and need to be transformed into frozensets
+    for key in ("headers", "_proxy_headers", "_socks_options"):
+        if key in context and context[key] is not None:
+            context[key] = frozenset(context[key].items())
+
+    # The socket_options key may be a list and needs to be transformed into a
+    # tuple.
+    socket_opts = context.get("socket_options")
+    if socket_opts is not None:
+        context["socket_options"] = tuple(socket_opts)
+
+    # Map the kwargs to the names in the namedtuple - this is necessary since
+    # namedtuples can't have fields starting with '_'.
+    for key in list(context.keys()):
+        context["key_" + key] = context.pop(key)
+
+    # Default to ``None`` for keys missing from the context
+    for field in key_class._fields:
+        if field not in context:
+            context[field] = None
+
+    # Default key_blocksize to _DEFAULT_BLOCKSIZE if missing from the context
+    if context.get("key_blocksize") is None:
+        context["key_blocksize"] = _DEFAULT_BLOCKSIZE
+
+    return key_class(**context)
+
+
+#: A dictionary that maps a scheme to a callable that creates a pool key.
+#: This can be used to alter the way pool keys are constructed, if desired.
+#: Each PoolManager makes a copy of this dictionary so they can be configured
+#: globally here, or individually on the instance.
+key_fn_by_scheme = {
+    "http": functools.partial(_default_key_normalizer, PoolKey),
+    "https": functools.partial(_default_key_normalizer, PoolKey),
+}
+
+pool_classes_by_scheme = {"http": HTTPConnectionPool, "https": HTTPSConnectionPool}
+
+
+class PoolManager(RequestMethods):
+    """
+    Allows for arbitrary requests while transparently keeping track of
+    necessary connection pools for you.
+
+    :param num_pools:
+        Number of connection pools to cache before discarding the least
+        recently used pool.
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+
+    :param \\**connection_pool_kw:
+        Additional parameters are used to create fresh
+        :class:`urllib3.connectionpool.ConnectionPool` instances.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        http = urllib3.PoolManager(num_pools=2)
+
+        resp1 = http.request("GET", "https://google.com/")
+        resp2 = http.request("GET", "https://google.com/mail")
+        resp3 = http.request("GET", "https://yahoo.com/")
+
+        print(len(http.pools))
+        # 2
+
+    """
+
+    proxy: Url | None = None
+    proxy_config: ProxyConfig | None = None
+
+    def __init__(
+        self,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        **connection_pool_kw: typing.Any,
+    ) -> None:
+        super().__init__(headers)
+        self.connection_pool_kw = connection_pool_kw
+
+        self.pools: RecentlyUsedContainer[PoolKey, HTTPConnectionPool]
+        self.pools = RecentlyUsedContainer(num_pools)
+
+        # Locally set the pool classes and keys so other PoolManagers can
+        # override them.
+        self.pool_classes_by_scheme = pool_classes_by_scheme
+        self.key_fn_by_scheme = key_fn_by_scheme.copy()
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> typing.Literal[False]:
+        self.clear()
+        # Return False to re-raise any potential exceptions
+        return False
+
+    def _new_pool(
+        self,
+        scheme: str,
+        host: str,
+        port: int,
+        request_context: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        """
+        Create a new :class:`urllib3.connectionpool.ConnectionPool` based on host, port, scheme, and
+        any additional pool keyword arguments.
+
+        If ``request_context`` is provided, it is provided as keyword arguments
+        to the pool class used. This method is used to actually create the
+        connection pools handed out by :meth:`connection_from_url` and
+        companion methods. It is intended to be overridden for customization.
+        """
+        pool_cls: type[HTTPConnectionPool] = self.pool_classes_by_scheme[scheme]
+        if request_context is None:
+            request_context = self.connection_pool_kw.copy()
+
+        # Default blocksize to _DEFAULT_BLOCKSIZE if missing or explicitly
+        # set to 'None' in the request_context.
+        if request_context.get("blocksize") is None:
+            request_context["blocksize"] = _DEFAULT_BLOCKSIZE
+
+        # Although the context has everything necessary to create the pool,
+        # this function has historically only used the scheme, host, and port
+        # in the positional args. When an API change is acceptable these can
+        # be removed.
+        for key in ("scheme", "host", "port"):
+            request_context.pop(key, None)
+
+        if scheme == "http":
+            for kw in SSL_KEYWORDS:
+                request_context.pop(kw, None)
+
+        return pool_cls(host, port, **request_context)
+
+    def clear(self) -> None:
+        """
+        Empty our store of pools and direct them all to close.
+
+        This will not affect in-flight connections, but they will not be
+        re-used after completion.
+        """
+        self.pools.clear()
+
+    def connection_from_host(
+        self,
+        host: str | None,
+        port: int | None = None,
+        scheme: str | None = "http",
+        pool_kwargs: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the host, port, and scheme.
+
+        If ``port`` isn't given, it will be derived from the ``scheme`` using
+        ``urllib3.connectionpool.port_by_scheme``. If ``pool_kwargs`` is
+        provided, it is merged with the instance's ``connection_pool_kw``
+        variable and used to create the new connection pool, if one is
+        needed.
+        """
+
+        if not host:
+            raise LocationValueError("No host specified.")
+
+        request_context = self._merge_pool_kwargs(pool_kwargs)
+        request_context["scheme"] = scheme or "http"
+        if not port:
+            port = port_by_scheme.get(request_context["scheme"].lower(), 80)
+        request_context["port"] = port
+        request_context["host"] = host
+
+        return self.connection_from_context(request_context)
+
+    def connection_from_context(
+        self, request_context: dict[str, typing.Any]
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the request context.
+
+        ``request_context`` must at least contain the ``scheme`` key and its
+        value must be a key in ``key_fn_by_scheme`` instance variable.
+        """
+        if "strict" in request_context:
+            warnings.warn(
+                "The 'strict' parameter is no longer needed on Python 3+. "
+                "This will raise an error in urllib3 v2.1.0.",
+                DeprecationWarning,
+            )
+            request_context.pop("strict")
+
+        scheme = request_context["scheme"].lower()
+        pool_key_constructor = self.key_fn_by_scheme.get(scheme)
+        if not pool_key_constructor:
+            raise URLSchemeUnknown(scheme)
+        pool_key = pool_key_constructor(request_context)
+
+        return self.connection_from_pool_key(pool_key, request_context=request_context)
+
+    def connection_from_pool_key(
+        self, pool_key: PoolKey, request_context: dict[str, typing.Any]
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the provided pool key.
+
+        ``pool_key`` should be a namedtuple that only contains immutable
+        objects. At a minimum it must have the ``scheme``, ``host``, and
+        ``port`` fields.
+        """
+        with self.pools.lock:
+            # If the scheme, host, or port doesn't match existing open
+            # connections, open a new ConnectionPool.
+            pool = self.pools.get(pool_key)
+            if pool:
+                return pool
+
+            # Make a fresh ConnectionPool of the desired type
+            scheme = request_context["scheme"]
+            host = request_context["host"]
+            port = request_context["port"]
+            pool = self._new_pool(scheme, host, port, request_context=request_context)
+            self.pools[pool_key] = pool
+
+        return pool
+
+    def connection_from_url(
+        self, url: str, pool_kwargs: dict[str, typing.Any] | None = None
+    ) -> HTTPConnectionPool:
+        """
+        Similar to :func:`urllib3.connectionpool.connection_from_url`.
+
+        If ``pool_kwargs`` is not provided and a new pool needs to be
+        constructed, ``self.connection_pool_kw`` is used to initialize
+        the :class:`urllib3.connectionpool.ConnectionPool`. If ``pool_kwargs``
+        is provided, it is used instead. Note that if a new pool does not
+        need to be created for the request, the provided ``pool_kwargs`` are
+        not used.
+        """
+        u = parse_url(url)
+        return self.connection_from_host(
+            u.host, port=u.port, scheme=u.scheme, pool_kwargs=pool_kwargs
+        )
+
+    def _merge_pool_kwargs(
+        self, override: dict[str, typing.Any] | None
+    ) -> dict[str, typing.Any]:
+        """
+        Merge a dictionary of override values for self.connection_pool_kw.
+
+        This does not modify self.connection_pool_kw and returns a new dict.
+        Any keys in the override dictionary with a value of ``None`` are
+        removed from the merged dictionary.
+        """
+        base_pool_kwargs = self.connection_pool_kw.copy()
+        if override:
+            for key, value in override.items():
+                if value is None:
+                    try:
+                        del base_pool_kwargs[key]
+                    except KeyError:
+                        pass
+                else:
+                    base_pool_kwargs[key] = value
+        return base_pool_kwargs
+
+    def _proxy_requires_url_absolute_form(self, parsed_url: Url) -> bool:
+        """
+        Indicates if the proxy requires the complete destination URL in the
+        request.  Normally this is only needed when not using an HTTP CONNECT
+        tunnel.
+        """
+        if self.proxy is None:
+            return False
+
+        return not connection_requires_http_tunnel(
+            self.proxy, self.proxy_config, parsed_url.scheme
+        )
+
+    def urlopen(  # type: ignore[override]
+        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
+    ) -> BaseHTTPResponse:
+        """
+        Same as :meth:`urllib3.HTTPConnectionPool.urlopen`
+        with custom cross-host redirect logic and only sends the request-uri
+        portion of the ``url``.
+
+        The given ``url`` parameter must be absolute, such that an appropriate
+        :class:`urllib3.connectionpool.ConnectionPool` can be chosen for it.
+        """
+        u = parse_url(url)
+
+        if u.scheme is None:
+            warnings.warn(
+                "URLs without a scheme (ie 'https://') are deprecated and will raise an error "
+                "in a future version of urllib3. To avoid this DeprecationWarning ensure all URLs "
+                "start with 'https://' or 'http://'. Read more in this issue: "
+                "https://github.com/urllib3/urllib3/issues/2920",
+                category=DeprecationWarning,
+                stacklevel=2,
+            )
+
+        conn = self.connection_from_host(u.host, port=u.port, scheme=u.scheme)
+
+        kw["assert_same_host"] = False
+        kw["redirect"] = False
+
+        if "headers" not in kw:
+            kw["headers"] = self.headers
+
+        if self._proxy_requires_url_absolute_form(u):
+            response = conn.urlopen(method, url, **kw)
+        else:
+            response = conn.urlopen(method, u.request_uri, **kw)
+
+        redirect_location = redirect and response.get_redirect_location()
+        if not redirect_location:
+            return response
+
+        # Support relative URLs for redirecting.
+        redirect_location = urljoin(url, redirect_location)
+
+        if response.status == 303:
+            # Change the method according to RFC 9110, Section 15.4.4.
+            method = "GET"
+            # And lose the body not to transfer anything sensitive.
+            kw["body"] = None
+            kw["headers"] = HTTPHeaderDict(kw["headers"])._prepare_for_method_change()
+
+        retries = kw.get("retries")
+        if not isinstance(retries, Retry):
+            retries = Retry.from_int(retries, redirect=redirect)
+
+        # Strip headers marked as unsafe to forward to the redirected location.
+        # Check remove_headers_on_redirect to avoid a potential network call within
+        # conn.is_same_host() which may use socket.gethostbyname() in the future.
+        if retries.remove_headers_on_redirect and not conn.is_same_host(
+            redirect_location
+        ):
+            new_headers = kw["headers"].copy()
+            for header in kw["headers"]:
+                if header.lower() in retries.remove_headers_on_redirect:
+                    new_headers.pop(header, None)
+            kw["headers"] = new_headers
+
+        try:
+            retries = retries.increment(method, url, response=response, _pool=conn)
+        except MaxRetryError:
+            if retries.raise_on_redirect:
+                response.drain_conn()
+                raise
+            return response
+
+        kw["retries"] = retries
+        kw["redirect"] = redirect
+
+        log.info("Redirecting %s -> %s", url, redirect_location)
+
+        response.drain_conn()
+        return self.urlopen(method, redirect_location, **kw)
+
+
+class ProxyManager(PoolManager):
+    """
+    Behaves just like :class:`PoolManager`, but sends all requests through
+    the defined proxy, using the CONNECT method for HTTPS URLs.
+
+    :param proxy_url:
+        The URL of the proxy to be used.
+
+    :param proxy_headers:
+        A dictionary containing headers that will be sent to the proxy. In case
+        of HTTP they are being sent with each request, while in the
+        HTTPS/CONNECT case they are sent only once. Could be used for proxy
+        authentication.
+
+    :param proxy_ssl_context:
+        The proxy SSL context is used to establish the TLS connection to the
+        proxy when using HTTPS proxies.
+
+    :param use_forwarding_for_https:
+        (Defaults to False) If set to True will forward requests to the HTTPS
+        proxy to be made on behalf of the client instead of creating a TLS
+        tunnel via the CONNECT method. **Enabling this flag means that request
+        and response headers and content will be visible from the HTTPS proxy**
+        whereas tunneling keeps request and response headers and content
+        private.  IP address, target hostname, SNI, and port are always visible
+        to an HTTPS proxy even when this flag is disabled.
+
+    :param proxy_assert_hostname:
+        The hostname of the certificate to verify against.
+
+    :param proxy_assert_fingerprint:
+        The fingerprint of the certificate to verify against.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        proxy = urllib3.ProxyManager("https://localhost:3128/")
+
+        resp1 = proxy.request("GET", "https://google.com/")
+        resp2 = proxy.request("GET", "https://httpbin.org/")
+
+        print(len(proxy.pools))
+        # 1
+
+        resp3 = proxy.request("GET", "https://httpbin.org/")
+        resp4 = proxy.request("GET", "https://twitter.com/")
+
+        print(len(proxy.pools))
+        # 3
+
+    """
+
+    def __init__(
+        self,
+        proxy_url: str,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        proxy_headers: typing.Mapping[str, str] | None = None,
+        proxy_ssl_context: ssl.SSLContext | None = None,
+        use_forwarding_for_https: bool = False,
+        proxy_assert_hostname: None | str | typing.Literal[False] = None,
+        proxy_assert_fingerprint: str | None = None,
+        **connection_pool_kw: typing.Any,
+    ) -> None:
+        if isinstance(proxy_url, HTTPConnectionPool):
+            str_proxy_url = f"{proxy_url.scheme}://{proxy_url.host}:{proxy_url.port}"
+        else:
+            str_proxy_url = proxy_url
+        proxy = parse_url(str_proxy_url)
+
+        if proxy.scheme not in ("http", "https"):
+            raise ProxySchemeUnknown(proxy.scheme)
+
+        if not proxy.port:
+            port = port_by_scheme.get(proxy.scheme, 80)
+            proxy = proxy._replace(port=port)
+
+        self.proxy = proxy
+        self.proxy_headers = proxy_headers or {}
+        self.proxy_ssl_context = proxy_ssl_context
+        self.proxy_config = ProxyConfig(
+            proxy_ssl_context,
+            use_forwarding_for_https,
+            proxy_assert_hostname,
+            proxy_assert_fingerprint,
+        )
+
+        connection_pool_kw["_proxy"] = self.proxy
+        connection_pool_kw["_proxy_headers"] = self.proxy_headers
+        connection_pool_kw["_proxy_config"] = self.proxy_config
+
+        super().__init__(num_pools, headers, **connection_pool_kw)
+
+    def connection_from_host(
+        self,
+        host: str | None,
+        port: int | None = None,
+        scheme: str | None = "http",
+        pool_kwargs: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        if scheme == "https":
+            return super().connection_from_host(
+                host, port, scheme, pool_kwargs=pool_kwargs
+            )
+
+        return super().connection_from_host(
+            self.proxy.host, self.proxy.port, self.proxy.scheme, pool_kwargs=pool_kwargs  # type: ignore[union-attr]
+        )
+
+    def _set_proxy_headers(
+        self, url: str, headers: typing.Mapping[str, str] | None = None
+    ) -> typing.Mapping[str, str]:
+        """
+        Sets headers needed by proxies: specifically, the Accept and Host
+        headers. Only sets headers not provided by the user.
+        """
+        headers_ = {"Accept": "*/*"}
+
+        netloc = parse_url(url).netloc
+        if netloc:
+            headers_["Host"] = netloc
+
+        if headers:
+            headers_.update(headers)
+        return headers_
+
+    def urlopen(  # type: ignore[override]
+        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
+    ) -> BaseHTTPResponse:
+        "Same as HTTP(S)ConnectionPool.urlopen, ``url`` must be absolute."
+        u = parse_url(url)
+        if not connection_requires_http_tunnel(self.proxy, self.proxy_config, u.scheme):
+            # For connections using HTTP CONNECT, httplib sets the necessary
+            # headers on the CONNECT to the proxy. If we're not using CONNECT,
+            # we'll definitely need to set 'Host' at the very least.
+            headers = kw.get("headers", self.headers)
+            kw["headers"] = self._set_proxy_headers(url, headers)
+
+        return super().urlopen(method, url, redirect=redirect, **kw)
+
+
+def proxy_from_url(url: str, **kw: typing.Any) -> ProxyManager:
+    return ProxyManager(proxy_url=url, **kw)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/py.typed
new file mode 100644
index 000000000..5f3ea3d91
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/py.typed
@@ -0,0 +1,2 @@
+# Instruct type checkers to look for inline type annotations in this package.
+# See PEP 561.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/response.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/response.py
new file mode 100644
index 000000000..a0273d65b
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/response.py
@@ -0,0 +1,1265 @@
+from __future__ import annotations
+
+import collections
+import io
+import json as _json
+import logging
+import re
+import sys
+import typing
+import warnings
+import zlib
+from contextlib import contextmanager
+from http.client import HTTPMessage as _HttplibHTTPMessage
+from http.client import HTTPResponse as _HttplibHTTPResponse
+from socket import timeout as SocketTimeout
+
+if typing.TYPE_CHECKING:
+    from ._base_connection import BaseHTTPConnection
+
+try:
+    try:
+        import brotlicffi as brotli  # type: ignore[import-not-found]
+    except ImportError:
+        import brotli  # type: ignore[import-not-found]
+except ImportError:
+    brotli = None
+
+try:
+    import zstandard as zstd
+except (AttributeError, ImportError, ValueError):  # Defensive:
+    HAS_ZSTD = False
+else:
+    # The package 'zstandard' added the 'eof' property starting
+    # in v0.18.0 which we require to ensure a complete and
+    # valid zstd stream was fed into the ZstdDecoder.
+    # See: https://github.com/urllib3/urllib3/pull/2624
+    _zstd_version = tuple(
+        map(int, re.search(r"^([0-9]+)\.([0-9]+)", zstd.__version__).groups())  # type: ignore[union-attr]
+    )
+    if _zstd_version < (0, 18):  # Defensive:
+        HAS_ZSTD = False
+    else:
+        HAS_ZSTD = True
+
+from . import util
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from .connection import BaseSSLError, HTTPConnection, HTTPException
+from .exceptions import (
+    BodyNotHttplibCompatible,
+    DecodeError,
+    HTTPError,
+    IncompleteRead,
+    InvalidChunkLength,
+    InvalidHeader,
+    ProtocolError,
+    ReadTimeoutError,
+    ResponseNotChunked,
+    SSLError,
+)
+from .util.response import is_fp_closed, is_response_to_head
+from .util.retry import Retry
+
+if typing.TYPE_CHECKING:
+    from .connectionpool import HTTPConnectionPool
+
+log = logging.getLogger(__name__)
+
+
+class ContentDecoder:
+    def decompress(self, data: bytes) -> bytes:
+        raise NotImplementedError()
+
+    def flush(self) -> bytes:
+        raise NotImplementedError()
+
+
+class DeflateDecoder(ContentDecoder):
+    def __init__(self) -> None:
+        self._first_try = True
+        self._data = b""
+        self._obj = zlib.decompressobj()
+
+    def decompress(self, data: bytes) -> bytes:
+        if not data:
+            return data
+
+        if not self._first_try:
+            return self._obj.decompress(data)
+
+        self._data += data
+        try:
+            decompressed = self._obj.decompress(data)
+            if decompressed:
+                self._first_try = False
+                self._data = None  # type: ignore[assignment]
+            return decompressed
+        except zlib.error:
+            self._first_try = False
+            self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
+            try:
+                return self.decompress(self._data)
+            finally:
+                self._data = None  # type: ignore[assignment]
+
+    def flush(self) -> bytes:
+        return self._obj.flush()
+
+
+class GzipDecoderState:
+    FIRST_MEMBER = 0
+    OTHER_MEMBERS = 1
+    SWALLOW_DATA = 2
+
+
+class GzipDecoder(ContentDecoder):
+    def __init__(self) -> None:
+        self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+        self._state = GzipDecoderState.FIRST_MEMBER
+
+    def decompress(self, data: bytes) -> bytes:
+        ret = bytearray()
+        if self._state == GzipDecoderState.SWALLOW_DATA or not data:
+            return bytes(ret)
+        while True:
+            try:
+                ret += self._obj.decompress(data)
+            except zlib.error:
+                previous_state = self._state
+                # Ignore data after the first error
+                self._state = GzipDecoderState.SWALLOW_DATA
+                if previous_state == GzipDecoderState.OTHER_MEMBERS:
+                    # Allow trailing garbage acceptable in other gzip clients
+                    return bytes(ret)
+                raise
+            data = self._obj.unused_data
+            if not data:
+                return bytes(ret)
+            self._state = GzipDecoderState.OTHER_MEMBERS
+            self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+
+    def flush(self) -> bytes:
+        return self._obj.flush()
+
+
+if brotli is not None:
+
+    class BrotliDecoder(ContentDecoder):
+        # Supports both 'brotlipy' and 'Brotli' packages
+        # since they share an import name. The top branches
+        # are for 'brotlipy' and bottom branches for 'Brotli'
+        def __init__(self) -> None:
+            self._obj = brotli.Decompressor()
+            if hasattr(self._obj, "decompress"):
+                setattr(self, "decompress", self._obj.decompress)
+            else:
+                setattr(self, "decompress", self._obj.process)
+
+        def flush(self) -> bytes:
+            if hasattr(self._obj, "flush"):
+                return self._obj.flush()  # type: ignore[no-any-return]
+            return b""
+
+
+if HAS_ZSTD:
+
+    class ZstdDecoder(ContentDecoder):
+        def __init__(self) -> None:
+            self._obj = zstd.ZstdDecompressor().decompressobj()
+
+        def decompress(self, data: bytes) -> bytes:
+            if not data:
+                return b""
+            data_parts = [self._obj.decompress(data)]
+            while self._obj.eof and self._obj.unused_data:
+                unused_data = self._obj.unused_data
+                self._obj = zstd.ZstdDecompressor().decompressobj()
+                data_parts.append(self._obj.decompress(unused_data))
+            return b"".join(data_parts)
+
+        def flush(self) -> bytes:
+            ret = self._obj.flush()  # note: this is a no-op
+            if not self._obj.eof:
+                raise DecodeError("Zstandard data is incomplete")
+            return ret
+
+
+class MultiDecoder(ContentDecoder):
+    """
+    From RFC7231:
+        If one or more encodings have been applied to a representation, the
+        sender that applied the encodings MUST generate a Content-Encoding
+        header field that lists the content codings in the order in which
+        they were applied.
+    """
+
+    def __init__(self, modes: str) -> None:
+        self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
+
+    def flush(self) -> bytes:
+        return self._decoders[0].flush()
+
+    def decompress(self, data: bytes) -> bytes:
+        for d in reversed(self._decoders):
+            data = d.decompress(data)
+        return data
+
+
+def _get_decoder(mode: str) -> ContentDecoder:
+    if "," in mode:
+        return MultiDecoder(mode)
+
+    # According to RFC 9110 section 8.4.1.3, recipients should
+    # consider x-gzip equivalent to gzip
+    if mode in ("gzip", "x-gzip"):
+        return GzipDecoder()
+
+    if brotli is not None and mode == "br":
+        return BrotliDecoder()
+
+    if HAS_ZSTD and mode == "zstd":
+        return ZstdDecoder()
+
+    return DeflateDecoder()
+
+
+class BytesQueueBuffer:
+    """Memory-efficient bytes buffer
+
+    To return decoded data in read() and still follow the BufferedIOBase API, we need a
+    buffer to always return the correct amount of bytes.
+
+    This buffer should be filled using calls to put()
+
+    Our maximum memory usage is determined by the sum of the size of:
+
+     * self.buffer, which contains the full data
+     * the largest chunk that we will copy in get()
+
+    The worst case scenario is a single chunk, in which case we'll make a full copy of
+    the data inside get().
+    """
+
+    def __init__(self) -> None:
+        self.buffer: typing.Deque[bytes] = collections.deque()
+        self._size: int = 0
+
+    def __len__(self) -> int:
+        return self._size
+
+    def put(self, data: bytes) -> None:
+        self.buffer.append(data)
+        self._size += len(data)
+
+    def get(self, n: int) -> bytes:
+        if n == 0:
+            return b""
+        elif not self.buffer:
+            raise RuntimeError("buffer is empty")
+        elif n < 0:
+            raise ValueError("n should be > 0")
+
+        fetched = 0
+        ret = io.BytesIO()
+        while fetched < n:
+            remaining = n - fetched
+            chunk = self.buffer.popleft()
+            chunk_length = len(chunk)
+            if remaining < chunk_length:
+                left_chunk, right_chunk = chunk[:remaining], chunk[remaining:]
+                ret.write(left_chunk)
+                self.buffer.appendleft(right_chunk)
+                self._size -= remaining
+                break
+            else:
+                ret.write(chunk)
+                self._size -= chunk_length
+            fetched += chunk_length
+
+            if not self.buffer:
+                break
+
+        return ret.getvalue()
+
+    def get_all(self) -> bytes:
+        buffer = self.buffer
+        if not buffer:
+            assert self._size == 0
+            return b""
+        if len(buffer) == 1:
+            result = buffer.pop()
+        else:
+            ret = io.BytesIO()
+            ret.writelines(buffer.popleft() for _ in range(len(buffer)))
+            result = ret.getvalue()
+        self._size = 0
+        return result
+
+
+class BaseHTTPResponse(io.IOBase):
+    CONTENT_DECODERS = ["gzip", "x-gzip", "deflate"]
+    if brotli is not None:
+        CONTENT_DECODERS += ["br"]
+    if HAS_ZSTD:
+        CONTENT_DECODERS += ["zstd"]
+    REDIRECT_STATUSES = [301, 302, 303, 307, 308]
+
+    DECODER_ERROR_CLASSES: tuple[type[Exception], ...] = (IOError, zlib.error)
+    if brotli is not None:
+        DECODER_ERROR_CLASSES += (brotli.error,)
+
+    if HAS_ZSTD:
+        DECODER_ERROR_CLASSES += (zstd.ZstdError,)
+
+    def __init__(
+        self,
+        *,
+        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
+        status: int,
+        version: int,
+        version_string: str,
+        reason: str | None,
+        decode_content: bool,
+        request_url: str | None,
+        retries: Retry | None = None,
+    ) -> None:
+        if isinstance(headers, HTTPHeaderDict):
+            self.headers = headers
+        else:
+            self.headers = HTTPHeaderDict(headers)  # type: ignore[arg-type]
+        self.status = status
+        self.version = version
+        self.version_string = version_string
+        self.reason = reason
+        self.decode_content = decode_content
+        self._has_decoded_content = False
+        self._request_url: str | None = request_url
+        self.retries = retries
+
+        self.chunked = False
+        tr_enc = self.headers.get("transfer-encoding", "").lower()
+        # Don't incur the penalty of creating a list and then discarding it
+        encodings = (enc.strip() for enc in tr_enc.split(","))
+        if "chunked" in encodings:
+            self.chunked = True
+
+        self._decoder: ContentDecoder | None = None
+        self.length_remaining: int | None
+
+    def get_redirect_location(self) -> str | None | typing.Literal[False]:
+        """
+        Should we redirect and where to?
+
+        :returns: Truthy redirect location string if we got a redirect status
+            code and valid location. ``None`` if redirect status and no
+            location. ``False`` if not a redirect status code.
+        """
+        if self.status in self.REDIRECT_STATUSES:
+            return self.headers.get("location")
+        return False
+
+    @property
+    def data(self) -> bytes:
+        raise NotImplementedError()
+
+    def json(self) -> typing.Any:
+        """
+        Deserializes the body of the HTTP response as a Python object.
+
+        The body of the HTTP response must be encoded using UTF-8, as per
+        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
+
+        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
+        your custom decoder instead.
+
+        If the body of the HTTP response is not decodable to UTF-8, a
+        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
+        valid JSON document, a `json.JSONDecodeError` will be raised.
+
+        Read more :ref:`here <json_content>`.
+
+        :returns: The body of the HTTP response as a Python object.
+        """
+        data = self.data.decode("utf-8")
+        return _json.loads(data)
+
+    @property
+    def url(self) -> str | None:
+        raise NotImplementedError()
+
+    @url.setter
+    def url(self, url: str | None) -> None:
+        raise NotImplementedError()
+
+    @property
+    def connection(self) -> BaseHTTPConnection | None:
+        raise NotImplementedError()
+
+    @property
+    def retries(self) -> Retry | None:
+        return self._retries
+
+    @retries.setter
+    def retries(self, retries: Retry | None) -> None:
+        # Override the request_url if retries has a redirect location.
+        if retries is not None and retries.history:
+            self.url = retries.history[-1].redirect_location
+        self._retries = retries
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Iterator[bytes]:
+        raise NotImplementedError()
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+        cache_content: bool = False,
+    ) -> bytes:
+        raise NotImplementedError()
+
+    def read1(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> bytes:
+        raise NotImplementedError()
+
+    def read_chunked(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> typing.Iterator[bytes]:
+        raise NotImplementedError()
+
+    def release_conn(self) -> None:
+        raise NotImplementedError()
+
+    def drain_conn(self) -> None:
+        raise NotImplementedError()
+
+    def close(self) -> None:
+        raise NotImplementedError()
+
+    def _init_decoder(self) -> None:
+        """
+        Set-up the _decoder attribute if necessary.
+        """
+        # Note: content-encoding value should be case-insensitive, per RFC 7230
+        # Section 3.2
+        content_encoding = self.headers.get("content-encoding", "").lower()
+        if self._decoder is None:
+            if content_encoding in self.CONTENT_DECODERS:
+                self._decoder = _get_decoder(content_encoding)
+            elif "," in content_encoding:
+                encodings = [
+                    e.strip()
+                    for e in content_encoding.split(",")
+                    if e.strip() in self.CONTENT_DECODERS
+                ]
+                if encodings:
+                    self._decoder = _get_decoder(content_encoding)
+
+    def _decode(
+        self, data: bytes, decode_content: bool | None, flush_decoder: bool
+    ) -> bytes:
+        """
+        Decode the data passed in and potentially flush the decoder.
+        """
+        if not decode_content:
+            if self._has_decoded_content:
+                raise RuntimeError(
+                    "Calling read(decode_content=False) is not supported after "
+                    "read(decode_content=True) was called."
+                )
+            return data
+
+        try:
+            if self._decoder:
+                data = self._decoder.decompress(data)
+                self._has_decoded_content = True
+        except self.DECODER_ERROR_CLASSES as e:
+            content_encoding = self.headers.get("content-encoding", "").lower()
+            raise DecodeError(
+                "Received response with content-encoding: %s, but "
+                "failed to decode it." % content_encoding,
+                e,
+            ) from e
+        if flush_decoder:
+            data += self._flush_decoder()
+
+        return data
+
+    def _flush_decoder(self) -> bytes:
+        """
+        Flushes the decoder. Should only be called if the decoder is actually
+        being used.
+        """
+        if self._decoder:
+            return self._decoder.decompress(b"") + self._decoder.flush()
+        return b""
+
+    # Compatibility methods for `io` module
+    def readinto(self, b: bytearray) -> int:
+        temp = self.read(len(b))
+        if len(temp) == 0:
+            return 0
+        else:
+            b[: len(temp)] = temp
+            return len(temp)
+
+    # Compatibility methods for http.client.HTTPResponse
+    def getheaders(self) -> HTTPHeaderDict:
+        warnings.warn(
+            "HTTPResponse.getheaders() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead access HTTPResponse.headers directly.",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.headers
+
+    def getheader(self, name: str, default: str | None = None) -> str | None:
+        warnings.warn(
+            "HTTPResponse.getheader() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead use HTTPResponse.headers.get(name, default).",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.headers.get(name, default)
+
+    # Compatibility method for http.cookiejar
+    def info(self) -> HTTPHeaderDict:
+        return self.headers
+
+    def geturl(self) -> str | None:
+        return self.url
+
+
+class HTTPResponse(BaseHTTPResponse):
+    """
+    HTTP Response container.
+
+    Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
+    loaded and decoded on-demand when the ``data`` property is accessed.  This
+    class is also compatible with the Python standard library's :mod:`io`
+    module, and can hence be treated as a readable object in the context of that
+    framework.
+
+    Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
+
+    :param preload_content:
+        If True, the response's body will be preloaded during construction.
+
+    :param decode_content:
+        If True, will attempt to decode the body based on the
+        'content-encoding' header.
+
+    :param original_response:
+        When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
+        object, it's convenient to include the original for debug purposes. It's
+        otherwise unused.
+
+    :param retries:
+        The retries contains the last :class:`~urllib3.util.retry.Retry` that
+        was used during the request.
+
+    :param enforce_content_length:
+        Enforce content length checking. Body returned by server must match
+        value of Content-Length header, if present. Otherwise, raise error.
+    """
+
+    def __init__(
+        self,
+        body: _TYPE_BODY = "",
+        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
+        status: int = 0,
+        version: int = 0,
+        version_string: str = "HTTP/?",
+        reason: str | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        original_response: _HttplibHTTPResponse | None = None,
+        pool: HTTPConnectionPool | None = None,
+        connection: HTTPConnection | None = None,
+        msg: _HttplibHTTPMessage | None = None,
+        retries: Retry | None = None,
+        enforce_content_length: bool = True,
+        request_method: str | None = None,
+        request_url: str | None = None,
+        auto_close: bool = True,
+    ) -> None:
+        super().__init__(
+            headers=headers,
+            status=status,
+            version=version,
+            version_string=version_string,
+            reason=reason,
+            decode_content=decode_content,
+            request_url=request_url,
+            retries=retries,
+        )
+
+        self.enforce_content_length = enforce_content_length
+        self.auto_close = auto_close
+
+        self._body = None
+        self._fp: _HttplibHTTPResponse | None = None
+        self._original_response = original_response
+        self._fp_bytes_read = 0
+        self.msg = msg
+
+        if body and isinstance(body, (str, bytes)):
+            self._body = body
+
+        self._pool = pool
+        self._connection = connection
+
+        if hasattr(body, "read"):
+            self._fp = body  # type: ignore[assignment]
+
+        # Are we using the chunked-style of transfer encoding?
+        self.chunk_left: int | None = None
+
+        # Determine length of response
+        self.length_remaining = self._init_length(request_method)
+
+        # Used to return the correct amount of bytes for partial read()s
+        self._decoded_buffer = BytesQueueBuffer()
+
+        # If requested, preload the body.
+        if preload_content and not self._body:
+            self._body = self.read(decode_content=decode_content)
+
+    def release_conn(self) -> None:
+        if not self._pool or not self._connection:
+            return None
+
+        self._pool._put_conn(self._connection)
+        self._connection = None
+
+    def drain_conn(self) -> None:
+        """
+        Read and discard any remaining HTTP response data in the response connection.
+
+        Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
+        """
+        try:
+            self.read()
+        except (HTTPError, OSError, BaseSSLError, HTTPException):
+            pass
+
+    @property
+    def data(self) -> bytes:
+        # For backwards-compat with earlier urllib3 0.4 and earlier.
+        if self._body:
+            return self._body  # type: ignore[return-value]
+
+        if self._fp:
+            return self.read(cache_content=True)
+
+        return None  # type: ignore[return-value]
+
+    @property
+    def connection(self) -> HTTPConnection | None:
+        return self._connection
+
+    def isclosed(self) -> bool:
+        return is_fp_closed(self._fp)
+
+    def tell(self) -> int:
+        """
+        Obtain the number of bytes pulled over the wire so far. May differ from
+        the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
+        if bytes are encoded on the wire (e.g, compressed).
+        """
+        return self._fp_bytes_read
+
+    def _init_length(self, request_method: str | None) -> int | None:
+        """
+        Set initial length value for Response content if available.
+        """
+        length: int | None
+        content_length: str | None = self.headers.get("content-length")
+
+        if content_length is not None:
+            if self.chunked:
+                # This Response will fail with an IncompleteRead if it can't be
+                # received as chunked. This method falls back to attempt reading
+                # the response before raising an exception.
+                log.warning(
+                    "Received response with both Content-Length and "
+                    "Transfer-Encoding set. This is expressly forbidden "
+                    "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
+                    "attempting to process response as Transfer-Encoding: "
+                    "chunked."
+                )
+                return None
+
+            try:
+                # RFC 7230 section 3.3.2 specifies multiple content lengths can
+                # be sent in a single Content-Length header
+                # (e.g. Content-Length: 42, 42). This line ensures the values
+                # are all valid ints and that as long as the `set` length is 1,
+                # all values are the same. Otherwise, the header is invalid.
+                lengths = {int(val) for val in content_length.split(",")}
+                if len(lengths) > 1:
+                    raise InvalidHeader(
+                        "Content-Length contained multiple "
+                        "unmatching values (%s)" % content_length
+                    )
+                length = lengths.pop()
+            except ValueError:
+                length = None
+            else:
+                if length < 0:
+                    length = None
+
+        else:  # if content_length is None
+            length = None
+
+        # Convert status to int for comparison
+        # In some cases, httplib returns a status of "_UNKNOWN"
+        try:
+            status = int(self.status)
+        except ValueError:
+            status = 0
+
+        # Check for responses that shouldn't include a body
+        if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
+            length = 0
+
+        return length
+
+    @contextmanager
+    def _error_catcher(self) -> typing.Generator[None, None, None]:
+        """
+        Catch low-level python exceptions, instead re-raising urllib3
+        variants, so that low-level exceptions are not leaked in the
+        high-level api.
+
+        On exit, release the connection back to the pool.
+        """
+        clean_exit = False
+
+        try:
+            try:
+                yield
+
+            except SocketTimeout as e:
+                # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
+                # there is yet no clean way to get at it from this context.
+                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
+
+            except BaseSSLError as e:
+                # FIXME: Is there a better way to differentiate between SSLErrors?
+                if "read operation timed out" not in str(e):
+                    # SSL errors related to framing/MAC get wrapped and reraised here
+                    raise SSLError(e) from e
+
+                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
+
+            except IncompleteRead as e:
+                if (
+                    e.expected is not None
+                    and e.partial is not None
+                    and e.expected == -e.partial
+                ):
+                    arg = "Response may not contain content."
+                else:
+                    arg = f"Connection broken: {e!r}"
+                raise ProtocolError(arg, e) from e
+
+            except (HTTPException, OSError) as e:
+                raise ProtocolError(f"Connection broken: {e!r}", e) from e
+
+            # If no exception is thrown, we should avoid cleaning up
+            # unnecessarily.
+            clean_exit = True
+        finally:
+            # If we didn't terminate cleanly, we need to throw away our
+            # connection.
+            if not clean_exit:
+                # The response may not be closed but we're not going to use it
+                # anymore so close it now to ensure that the connection is
+                # released back to the pool.
+                if self._original_response:
+                    self._original_response.close()
+
+                # Closing the response may not actually be sufficient to close
+                # everything, so if we have a hold of the connection close that
+                # too.
+                if self._connection:
+                    self._connection.close()
+
+            # If we hold the original response but it's closed now, we should
+            # return the connection back to the pool.
+            if self._original_response and self._original_response.isclosed():
+                self.release_conn()
+
+    def _fp_read(
+        self,
+        amt: int | None = None,
+        *,
+        read1: bool = False,
+    ) -> bytes:
+        """
+        Read a response with the thought that reading the number of bytes
+        larger than can fit in a 32-bit int at a time via SSL in some
+        known cases leads to an overflow error that has to be prevented
+        if `amt` or `self.length_remaining` indicate that a problem may
+        happen.
+
+        The known cases:
+          * 3.8 <= CPython < 3.9.7 because of a bug
+            https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
+          * urllib3 injected with pyOpenSSL-backed SSL-support.
+          * CPython < 3.10 only when `amt` does not fit 32-bit int.
+        """
+        assert self._fp
+        c_int_max = 2**31 - 1
+        if (
+            (amt and amt > c_int_max)
+            or (
+                amt is None
+                and self.length_remaining
+                and self.length_remaining > c_int_max
+            )
+        ) and (util.IS_PYOPENSSL or sys.version_info < (3, 10)):
+            if read1:
+                return self._fp.read1(c_int_max)
+            buffer = io.BytesIO()
+            # Besides `max_chunk_amt` being a maximum chunk size, it
+            # affects memory overhead of reading a response by this
+            # method in CPython.
+            # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
+            # chunk size that does not lead to an overflow error, but
+            # 256 MiB is a compromise.
+            max_chunk_amt = 2**28
+            while amt is None or amt != 0:
+                if amt is not None:
+                    chunk_amt = min(amt, max_chunk_amt)
+                    amt -= chunk_amt
+                else:
+                    chunk_amt = max_chunk_amt
+                data = self._fp.read(chunk_amt)
+                if not data:
+                    break
+                buffer.write(data)
+                del data  # to reduce peak memory usage by `max_chunk_amt`.
+            return buffer.getvalue()
+        elif read1:
+            return self._fp.read1(amt) if amt is not None else self._fp.read1()
+        else:
+            # StringIO doesn't like amt=None
+            return self._fp.read(amt) if amt is not None else self._fp.read()
+
+    def _raw_read(
+        self,
+        amt: int | None = None,
+        *,
+        read1: bool = False,
+    ) -> bytes:
+        """
+        Reads `amt` of bytes from the socket.
+        """
+        if self._fp is None:
+            return None  # type: ignore[return-value]
+
+        fp_closed = getattr(self._fp, "closed", False)
+
+        with self._error_catcher():
+            data = self._fp_read(amt, read1=read1) if not fp_closed else b""
+            if amt is not None and amt != 0 and not data:
+                # Platform-specific: Buggy versions of Python.
+                # Close the connection when no data is returned
+                #
+                # This is redundant to what httplib/http.client _should_
+                # already do.  However, versions of python released before
+                # December 15, 2012 (http://bugs.python.org/issue16298) do
+                # not properly close the connection in all cases. There is
+                # no harm in redundantly calling close.
+                self._fp.close()
+                if (
+                    self.enforce_content_length
+                    and self.length_remaining is not None
+                    and self.length_remaining != 0
+                ):
+                    # This is an edge case that httplib failed to cover due
+                    # to concerns of backward compatibility. We're
+                    # addressing it here to make sure IncompleteRead is
+                    # raised during streaming, so all calls with incorrect
+                    # Content-Length are caught.
+                    raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
+            elif read1 and (
+                (amt != 0 and not data) or self.length_remaining == len(data)
+            ):
+                # All data has been read, but `self._fp.read1` in
+                # CPython 3.12 and older doesn't always close
+                # `http.client.HTTPResponse`, so we close it here.
+                # See https://github.com/python/cpython/issues/113199
+                self._fp.close()
+
+        if data:
+            self._fp_bytes_read += len(data)
+            if self.length_remaining is not None:
+                self.length_remaining -= len(data)
+        return data
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+        cache_content: bool = False,
+    ) -> bytes:
+        """
+        Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
+        parameters: ``decode_content`` and ``cache_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param cache_content:
+            If True, will save the returned data such that the same result is
+            returned despite of the state of the underlying file object. This
+            is useful if you want the ``.data`` property to continue working
+            after having ``.read()`` the file object. (Overridden if ``amt`` is
+            set.)
+        """
+        self._init_decoder()
+        if decode_content is None:
+            decode_content = self.decode_content
+
+        if amt and amt < 0:
+            # Negative numbers and `None` should be treated the same.
+            amt = None
+        elif amt is not None:
+            cache_content = False
+
+            if len(self._decoded_buffer) >= amt:
+                return self._decoded_buffer.get(amt)
+
+        data = self._raw_read(amt)
+
+        flush_decoder = amt is None or (amt != 0 and not data)
+
+        if not data and len(self._decoded_buffer) == 0:
+            return data
+
+        if amt is None:
+            data = self._decode(data, decode_content, flush_decoder)
+            if cache_content:
+                self._body = data
+        else:
+            # do not waste memory on buffer when not decoding
+            if not decode_content:
+                if self._has_decoded_content:
+                    raise RuntimeError(
+                        "Calling read(decode_content=False) is not supported after "
+                        "read(decode_content=True) was called."
+                    )
+                return data
+
+            decoded_data = self._decode(data, decode_content, flush_decoder)
+            self._decoded_buffer.put(decoded_data)
+
+            while len(self._decoded_buffer) < amt and data:
+                # TODO make sure to initially read enough data to get past the headers
+                # For example, the GZ file header takes 10 bytes, we don't want to read
+                # it one byte at a time
+                data = self._raw_read(amt)
+                decoded_data = self._decode(data, decode_content, flush_decoder)
+                self._decoded_buffer.put(decoded_data)
+            data = self._decoded_buffer.get(amt)
+
+        return data
+
+    def read1(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> bytes:
+        """
+        Similar to ``http.client.HTTPResponse.read1`` and documented
+        in :meth:`io.BufferedReader.read1`, but with an additional parameter:
+        ``decode_content``.
+
+        :param amt:
+            How much of the content to read.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        if decode_content is None:
+            decode_content = self.decode_content
+        if amt and amt < 0:
+            # Negative numbers and `None` should be treated the same.
+            amt = None
+        # try and respond without going to the network
+        if self._has_decoded_content:
+            if not decode_content:
+                raise RuntimeError(
+                    "Calling read1(decode_content=False) is not supported after "
+                    "read1(decode_content=True) was called."
+                )
+            if len(self._decoded_buffer) > 0:
+                if amt is None:
+                    return self._decoded_buffer.get_all()
+                return self._decoded_buffer.get(amt)
+        if amt == 0:
+            return b""
+
+        # FIXME, this method's type doesn't say returning None is possible
+        data = self._raw_read(amt, read1=True)
+        if not decode_content or data is None:
+            return data
+
+        self._init_decoder()
+        while True:
+            flush_decoder = not data
+            decoded_data = self._decode(data, decode_content, flush_decoder)
+            self._decoded_buffer.put(decoded_data)
+            if decoded_data or flush_decoder:
+                break
+            data = self._raw_read(8192, read1=True)
+
+        if amt is None:
+            return self._decoded_buffer.get_all()
+        return self._decoded_buffer.get(amt)
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        A generator wrapper for the read() method. A call will block until
+        ``amt`` bytes have been read from the connection or until the
+        connection is closed.
+
+        :param amt:
+            How much of the content to read. The generator will return up to
+            much data per iteration, but may return less. This is particularly
+            likely when using compressed data. However, the empty string will
+            never be returned.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        if self.chunked and self.supports_chunked_reads():
+            yield from self.read_chunked(amt, decode_content=decode_content)
+        else:
+            while not is_fp_closed(self._fp) or len(self._decoded_buffer) > 0:
+                data = self.read(amt=amt, decode_content=decode_content)
+
+                if data:
+                    yield data
+
+    # Overrides from io.IOBase
+    def readable(self) -> bool:
+        return True
+
+    def close(self) -> None:
+        if not self.closed and self._fp:
+            self._fp.close()
+
+        if self._connection:
+            self._connection.close()
+
+        if not self.auto_close:
+            io.IOBase.close(self)
+
+    @property
+    def closed(self) -> bool:
+        if not self.auto_close:
+            return io.IOBase.closed.__get__(self)  # type: ignore[no-any-return]
+        elif self._fp is None:
+            return True
+        elif hasattr(self._fp, "isclosed"):
+            return self._fp.isclosed()
+        elif hasattr(self._fp, "closed"):
+            return self._fp.closed
+        else:
+            return True
+
+    def fileno(self) -> int:
+        if self._fp is None:
+            raise OSError("HTTPResponse has no file to get a fileno from")
+        elif hasattr(self._fp, "fileno"):
+            return self._fp.fileno()
+        else:
+            raise OSError(
+                "The file-like object this HTTPResponse is wrapped "
+                "around has no file descriptor"
+            )
+
+    def flush(self) -> None:
+        if (
+            self._fp is not None
+            and hasattr(self._fp, "flush")
+            and not getattr(self._fp, "closed", False)
+        ):
+            return self._fp.flush()
+
+    def supports_chunked_reads(self) -> bool:
+        """
+        Checks if the underlying file-like object looks like a
+        :class:`http.client.HTTPResponse` object. We do this by testing for
+        the fp attribute. If it is present we assume it returns raw chunks as
+        processed by read_chunked().
+        """
+        return hasattr(self._fp, "fp")
+
+    def _update_chunk_length(self) -> None:
+        # First, we'll figure out length of a chunk and then
+        # we'll try to read it from socket.
+        if self.chunk_left is not None:
+            return None
+        line = self._fp.fp.readline()  # type: ignore[union-attr]
+        line = line.split(b";", 1)[0]
+        try:
+            self.chunk_left = int(line, 16)
+        except ValueError:
+            self.close()
+            if line:
+                # Invalid chunked protocol response, abort.
+                raise InvalidChunkLength(self, line) from None
+            else:
+                # Truncated at start of next chunk
+                raise ProtocolError("Response ended prematurely") from None
+
+    def _handle_chunk(self, amt: int | None) -> bytes:
+        returned_chunk = None
+        if amt is None:
+            chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
+            returned_chunk = chunk
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        elif self.chunk_left is not None and amt < self.chunk_left:
+            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
+            self.chunk_left = self.chunk_left - amt
+            returned_chunk = value
+        elif amt == self.chunk_left:
+            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+            returned_chunk = value
+        else:  # amt > self.chunk_left
+            returned_chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        return returned_chunk  # type: ignore[no-any-return]
+
+    def read_chunked(
+        self, amt: int | None = None, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        Similar to :meth:`HTTPResponse.read`, but with an additional
+        parameter: ``decode_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        self._init_decoder()
+        # FIXME: Rewrite this method and make it a class with a better structured logic.
+        if not self.chunked:
+            raise ResponseNotChunked(
+                "Response is not chunked. "
+                "Header 'transfer-encoding: chunked' is missing."
+            )
+        if not self.supports_chunked_reads():
+            raise BodyNotHttplibCompatible(
+                "Body should be http.client.HTTPResponse like. "
+                "It should have have an fp attribute which returns raw chunks."
+            )
+
+        with self._error_catcher():
+            # Don't bother reading the body of a HEAD request.
+            if self._original_response and is_response_to_head(self._original_response):
+                self._original_response.close()
+                return None
+
+            # If a response is already read and closed
+            # then return immediately.
+            if self._fp.fp is None:  # type: ignore[union-attr]
+                return None
+
+            if amt and amt < 0:
+                # Negative numbers and `None` should be treated the same,
+                # but httplib handles only `None` correctly.
+                amt = None
+
+            while True:
+                self._update_chunk_length()
+                if self.chunk_left == 0:
+                    break
+                chunk = self._handle_chunk(amt)
+                decoded = self._decode(
+                    chunk, decode_content=decode_content, flush_decoder=False
+                )
+                if decoded:
+                    yield decoded
+
+            if decode_content:
+                # On CPython and PyPy, we should never need to flush the
+                # decoder. However, on Jython we *might* need to, so
+                # lets defensively do it anyway.
+                decoded = self._flush_decoder()
+                if decoded:  # Platform-specific: Jython.
+                    yield decoded
+
+            # Chunk content ends with \r\n: discard it.
+            while self._fp is not None:
+                line = self._fp.fp.readline()
+                if not line:
+                    # Some sites may not end with '\r\n'.
+                    break
+                if line == b"\r\n":
+                    break
+
+            # We read everything; close the "file".
+            if self._original_response:
+                self._original_response.close()
+
+    @property
+    def url(self) -> str | None:
+        """
+        Returns the URL that was the source of this response.
+        If the request that generated this response redirected, this method
+        will return the final redirect location.
+        """
+        return self._request_url
+
+    @url.setter
+    def url(self, url: str) -> None:
+        self._request_url = url
+
+    def __iter__(self) -> typing.Iterator[bytes]:
+        buffer: list[bytes] = []
+        for chunk in self.stream(decode_content=True):
+            if b"\n" in chunk:
+                chunks = chunk.split(b"\n")
+                yield b"".join(buffer) + chunks[0] + b"\n"
+                for x in chunks[1:-1]:
+                    yield x + b"\n"
+                if chunks[-1]:
+                    buffer = [chunks[-1]]
+                else:
+                    buffer = []
+            else:
+                buffer.append(chunk)
+        if buffer:
+            yield b"".join(buffer)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/__init__.py
new file mode 100644
index 000000000..534126033
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/__init__.py
@@ -0,0 +1,42 @@
+# For backwards compatibility, provide imports that used to be here.
+from __future__ import annotations
+
+from .connection import is_connection_dropped
+from .request import SKIP_HEADER, SKIPPABLE_HEADERS, make_headers
+from .response import is_fp_closed
+from .retry import Retry
+from .ssl_ import (
+    ALPN_PROTOCOLS,
+    IS_PYOPENSSL,
+    SSLContext,
+    assert_fingerprint,
+    create_urllib3_context,
+    resolve_cert_reqs,
+    resolve_ssl_version,
+    ssl_wrap_socket,
+)
+from .timeout import Timeout
+from .url import Url, parse_url
+from .wait import wait_for_read, wait_for_write
+
+__all__ = (
+    "IS_PYOPENSSL",
+    "SSLContext",
+    "ALPN_PROTOCOLS",
+    "Retry",
+    "Timeout",
+    "Url",
+    "assert_fingerprint",
+    "create_urllib3_context",
+    "is_connection_dropped",
+    "is_fp_closed",
+    "parse_url",
+    "make_headers",
+    "resolve_cert_reqs",
+    "resolve_ssl_version",
+    "ssl_wrap_socket",
+    "wait_for_read",
+    "wait_for_write",
+    "SKIP_HEADER",
+    "SKIPPABLE_HEADERS",
+)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/connection.py
new file mode 100644
index 000000000..5c7da73f4
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/connection.py
@@ -0,0 +1,137 @@
+from __future__ import annotations
+
+import socket
+import typing
+
+from ..exceptions import LocationParseError
+from .timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+
+_TYPE_SOCKET_OPTIONS = typing.Sequence[typing.Tuple[int, int, typing.Union[int, bytes]]]
+
+if typing.TYPE_CHECKING:
+    from .._base_connection import BaseHTTPConnection
+
+
+def is_connection_dropped(conn: BaseHTTPConnection) -> bool:  # Platform-specific
+    """
+    Returns True if the connection is dropped and should be closed.
+    :param conn: :class:`urllib3.connection.HTTPConnection` object.
+    """
+    return not conn.is_connected
+
+
+# This function is copied from socket.py in the Python 2.7 standard
+# library test suite. Added to its signature is only `socket_options`.
+# One additional modification is that we avoid binding to IPv6 servers
+# discovered in DNS if the system doesn't have IPv6 functionality.
+def create_connection(
+    address: tuple[str, int],
+    timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+    source_address: tuple[str, int] | None = None,
+    socket_options: _TYPE_SOCKET_OPTIONS | None = None,
+) -> socket.socket:
+    """Connect to *address* and return the socket object.
+
+    Convenience function.  Connect to *address* (a 2-tuple ``(host,
+    port)``) and return the socket object.  Passing the optional
+    *timeout* parameter will set the timeout on the socket instance
+    before attempting to connect.  If no *timeout* is supplied, the
+    global default timeout setting returned by :func:`socket.getdefaulttimeout`
+    is used.  If *source_address* is set it must be a tuple of (host, port)
+    for the socket to bind as a source address before making the connection.
+    An host of '' or port 0 tells the OS to use the default.
+    """
+
+    host, port = address
+    if host.startswith("["):
+        host = host.strip("[]")
+    err = None
+
+    # Using the value from allowed_gai_family() in the context of getaddrinfo lets
+    # us select whether to work with IPv4 DNS records, IPv6 records, or both.
+    # The original create_connection function always returns all records.
+    family = allowed_gai_family()
+
+    try:
+        host.encode("idna")
+    except UnicodeError:
+        raise LocationParseError(f"'{host}', label empty or too long") from None
+
+    for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
+        af, socktype, proto, canonname, sa = res
+        sock = None
+        try:
+            sock = socket.socket(af, socktype, proto)
+
+            # If provided, set socket level options before connecting.
+            _set_socket_options(sock, socket_options)
+
+            if timeout is not _DEFAULT_TIMEOUT:
+                sock.settimeout(timeout)
+            if source_address:
+                sock.bind(source_address)
+            sock.connect(sa)
+            # Break explicitly a reference cycle
+            err = None
+            return sock
+
+        except OSError as _:
+            err = _
+            if sock is not None:
+                sock.close()
+
+    if err is not None:
+        try:
+            raise err
+        finally:
+            # Break explicitly a reference cycle
+            err = None
+    else:
+        raise OSError("getaddrinfo returns an empty list")
+
+
+def _set_socket_options(
+    sock: socket.socket, options: _TYPE_SOCKET_OPTIONS | None
+) -> None:
+    if options is None:
+        return
+
+    for opt in options:
+        sock.setsockopt(*opt)
+
+
+def allowed_gai_family() -> socket.AddressFamily:
+    """This function is designed to work in the context of
+    getaddrinfo, where family=socket.AF_UNSPEC is the default and
+    will perform a DNS search for both IPv6 and IPv4 records."""
+
+    family = socket.AF_INET
+    if HAS_IPV6:
+        family = socket.AF_UNSPEC
+    return family
+
+
+def _has_ipv6(host: str) -> bool:
+    """Returns True if the system can bind an IPv6 address."""
+    sock = None
+    has_ipv6 = False
+
+    if socket.has_ipv6:
+        # has_ipv6 returns true if cPython was compiled with IPv6 support.
+        # It does not tell us if the system has IPv6 support enabled. To
+        # determine that we must bind to an IPv6 address.
+        # https://github.com/urllib3/urllib3/pull/611
+        # https://bugs.python.org/issue658327
+        try:
+            sock = socket.socket(socket.AF_INET6)
+            sock.bind((host, 0))
+            has_ipv6 = True
+        except Exception:
+            pass
+
+    if sock:
+        sock.close()
+    return has_ipv6
+
+
+HAS_IPV6 = _has_ipv6("::1")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/proxy.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/proxy.py
new file mode 100644
index 000000000..908fc6621
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/proxy.py
@@ -0,0 +1,43 @@
+from __future__ import annotations
+
+import typing
+
+from .url import Url
+
+if typing.TYPE_CHECKING:
+    from ..connection import ProxyConfig
+
+
+def connection_requires_http_tunnel(
+    proxy_url: Url | None = None,
+    proxy_config: ProxyConfig | None = None,
+    destination_scheme: str | None = None,
+) -> bool:
+    """
+    Returns True if the connection requires an HTTP CONNECT through the proxy.
+
+    :param URL proxy_url:
+        URL of the proxy.
+    :param ProxyConfig proxy_config:
+        Proxy configuration from poolmanager.py
+    :param str destination_scheme:
+        The scheme of the destination. (i.e https, http, etc)
+    """
+    # If we're not using a proxy, no way to use a tunnel.
+    if proxy_url is None:
+        return False
+
+    # HTTP destinations never require tunneling, we always forward.
+    if destination_scheme == "http":
+        return False
+
+    # Support for forwarding with HTTPS proxies and HTTPS destinations.
+    if (
+        proxy_url.scheme == "https"
+        and proxy_config
+        and proxy_config.use_forwarding_for_https
+    ):
+        return False
+
+    # Otherwise always use a tunnel.
+    return True
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/request.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/request.py
new file mode 100644
index 000000000..859597e27
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/request.py
@@ -0,0 +1,256 @@
+from __future__ import annotations
+
+import io
+import typing
+from base64 import b64encode
+from enum import Enum
+
+from ..exceptions import UnrewindableBodyError
+from .util import to_bytes
+
+if typing.TYPE_CHECKING:
+    from typing import Final
+
+# Pass as a value within ``headers`` to skip
+# emitting some HTTP headers that are added automatically.
+# The only headers that are supported are ``Accept-Encoding``,
+# ``Host``, and ``User-Agent``.
+SKIP_HEADER = "@@@SKIP_HEADER@@@"
+SKIPPABLE_HEADERS = frozenset(["accept-encoding", "host", "user-agent"])
+
+ACCEPT_ENCODING = "gzip,deflate"
+try:
+    try:
+        import brotlicffi as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
+    except ImportError:
+        import brotli as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
+except ImportError:
+    pass
+else:
+    ACCEPT_ENCODING += ",br"
+try:
+    import zstandard as _unused_module_zstd  # noqa: F401
+except ImportError:
+    pass
+else:
+    ACCEPT_ENCODING += ",zstd"
+
+
+class _TYPE_FAILEDTELL(Enum):
+    token = 0
+
+
+_FAILEDTELL: Final[_TYPE_FAILEDTELL] = _TYPE_FAILEDTELL.token
+
+_TYPE_BODY_POSITION = typing.Union[int, _TYPE_FAILEDTELL]
+
+# When sending a request with these methods we aren't expecting
+# a body so don't need to set an explicit 'Content-Length: 0'
+# The reason we do this in the negative instead of tracking methods
+# which 'should' have a body is because unknown methods should be
+# treated as if they were 'POST' which *does* expect a body.
+_METHODS_NOT_EXPECTING_BODY = {"GET", "HEAD", "DELETE", "TRACE", "OPTIONS", "CONNECT"}
+
+
+def make_headers(
+    keep_alive: bool | None = None,
+    accept_encoding: bool | list[str] | str | None = None,
+    user_agent: str | None = None,
+    basic_auth: str | None = None,
+    proxy_basic_auth: str | None = None,
+    disable_cache: bool | None = None,
+) -> dict[str, str]:
+    """
+    Shortcuts for generating request headers.
+
+    :param keep_alive:
+        If ``True``, adds 'connection: keep-alive' header.
+
+    :param accept_encoding:
+        Can be a boolean, list, or string.
+        ``True`` translates to 'gzip,deflate'.  If either the ``brotli`` or
+        ``brotlicffi`` package is installed 'gzip,deflate,br' is used instead.
+        List will get joined by comma.
+        String will be used as provided.
+
+    :param user_agent:
+        String representing the user-agent you want, such as
+        "python-urllib3/0.6"
+
+    :param basic_auth:
+        Colon-separated username:password string for 'authorization: basic ...'
+        auth header.
+
+    :param proxy_basic_auth:
+        Colon-separated username:password string for 'proxy-authorization: basic ...'
+        auth header.
+
+    :param disable_cache:
+        If ``True``, adds 'cache-control: no-cache' header.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        print(urllib3.util.make_headers(keep_alive=True, user_agent="Batman/1.0"))
+        # {'connection': 'keep-alive', 'user-agent': 'Batman/1.0'}
+        print(urllib3.util.make_headers(accept_encoding=True))
+        # {'accept-encoding': 'gzip,deflate'}
+    """
+    headers: dict[str, str] = {}
+    if accept_encoding:
+        if isinstance(accept_encoding, str):
+            pass
+        elif isinstance(accept_encoding, list):
+            accept_encoding = ",".join(accept_encoding)
+        else:
+            accept_encoding = ACCEPT_ENCODING
+        headers["accept-encoding"] = accept_encoding
+
+    if user_agent:
+        headers["user-agent"] = user_agent
+
+    if keep_alive:
+        headers["connection"] = "keep-alive"
+
+    if basic_auth:
+        headers[
+            "authorization"
+        ] = f"Basic {b64encode(basic_auth.encode('latin-1')).decode()}"
+
+    if proxy_basic_auth:
+        headers[
+            "proxy-authorization"
+        ] = f"Basic {b64encode(proxy_basic_auth.encode('latin-1')).decode()}"
+
+    if disable_cache:
+        headers["cache-control"] = "no-cache"
+
+    return headers
+
+
+def set_file_position(
+    body: typing.Any, pos: _TYPE_BODY_POSITION | None
+) -> _TYPE_BODY_POSITION | None:
+    """
+    If a position is provided, move file to that point.
+    Otherwise, we'll attempt to record a position for future use.
+    """
+    if pos is not None:
+        rewind_body(body, pos)
+    elif getattr(body, "tell", None) is not None:
+        try:
+            pos = body.tell()
+        except OSError:
+            # This differentiates from None, allowing us to catch
+            # a failed `tell()` later when trying to rewind the body.
+            pos = _FAILEDTELL
+
+    return pos
+
+
+def rewind_body(body: typing.IO[typing.AnyStr], body_pos: _TYPE_BODY_POSITION) -> None:
+    """
+    Attempt to rewind body to a certain position.
+    Primarily used for request redirects and retries.
+
+    :param body:
+        File-like object that supports seek.
+
+    :param int pos:
+        Position to seek to in file.
+    """
+    body_seek = getattr(body, "seek", None)
+    if body_seek is not None and isinstance(body_pos, int):
+        try:
+            body_seek(body_pos)
+        except OSError as e:
+            raise UnrewindableBodyError(
+                "An error occurred when rewinding request body for redirect/retry."
+            ) from e
+    elif body_pos is _FAILEDTELL:
+        raise UnrewindableBodyError(
+            "Unable to record file position for rewinding "
+            "request body during a redirect/retry."
+        )
+    else:
+        raise ValueError(
+            f"body_pos must be of type integer, instead it was {type(body_pos)}."
+        )
+
+
+class ChunksAndContentLength(typing.NamedTuple):
+    chunks: typing.Iterable[bytes] | None
+    content_length: int | None
+
+
+def body_to_chunks(
+    body: typing.Any | None, method: str, blocksize: int
+) -> ChunksAndContentLength:
+    """Takes the HTTP request method, body, and blocksize and
+    transforms them into an iterable of chunks to pass to
+    socket.sendall() and an optional 'Content-Length' header.
+
+    A 'Content-Length' of 'None' indicates the length of the body
+    can't be determined so should use 'Transfer-Encoding: chunked'
+    for framing instead.
+    """
+
+    chunks: typing.Iterable[bytes] | None
+    content_length: int | None
+
+    # No body, we need to make a recommendation on 'Content-Length'
+    # based on whether that request method is expected to have
+    # a body or not.
+    if body is None:
+        chunks = None
+        if method.upper() not in _METHODS_NOT_EXPECTING_BODY:
+            content_length = 0
+        else:
+            content_length = None
+
+    # Bytes or strings become bytes
+    elif isinstance(body, (str, bytes)):
+        chunks = (to_bytes(body),)
+        content_length = len(chunks[0])
+
+    # File-like object, TODO: use seek() and tell() for length?
+    elif hasattr(body, "read"):
+
+        def chunk_readable() -> typing.Iterable[bytes]:
+            nonlocal body, blocksize
+            encode = isinstance(body, io.TextIOBase)
+            while True:
+                datablock = body.read(blocksize)
+                if not datablock:
+                    break
+                if encode:
+                    datablock = datablock.encode("iso-8859-1")
+                yield datablock
+
+        chunks = chunk_readable()
+        content_length = None
+
+    # Otherwise we need to start checking via duck-typing.
+    else:
+        try:
+            # Check if the body implements the buffer API.
+            mv = memoryview(body)
+        except TypeError:
+            try:
+                # Check if the body is an iterable
+                chunks = iter(body)
+                content_length = None
+            except TypeError:
+                raise TypeError(
+                    f"'body' must be a bytes-like object, file-like "
+                    f"object, or iterable. Instead was {body!r}"
+                ) from None
+        else:
+            # Since it implements the buffer API can be passed directly to socket.sendall()
+            chunks = (body,)
+            content_length = mv.nbytes
+
+    return ChunksAndContentLength(chunks=chunks, content_length=content_length)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/response.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/response.py
new file mode 100644
index 000000000..0f4578696
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/response.py
@@ -0,0 +1,101 @@
+from __future__ import annotations
+
+import http.client as httplib
+from email.errors import MultipartInvariantViolationDefect, StartBoundaryNotFoundDefect
+
+from ..exceptions import HeaderParsingError
+
+
+def is_fp_closed(obj: object) -> bool:
+    """
+    Checks whether a given file-like object is closed.
+
+    :param obj:
+        The file-like object to check.
+    """
+
+    try:
+        # Check `isclosed()` first, in case Python3 doesn't set `closed`.
+        # GH Issue #928
+        return obj.isclosed()  # type: ignore[no-any-return, attr-defined]
+    except AttributeError:
+        pass
+
+    try:
+        # Check via the official file-like-object way.
+        return obj.closed  # type: ignore[no-any-return, attr-defined]
+    except AttributeError:
+        pass
+
+    try:
+        # Check if the object is a container for another file-like object that
+        # gets released on exhaustion (e.g. HTTPResponse).
+        return obj.fp is None  # type: ignore[attr-defined]
+    except AttributeError:
+        pass
+
+    raise ValueError("Unable to determine whether fp is closed.")
+
+
+def assert_header_parsing(headers: httplib.HTTPMessage) -> None:
+    """
+    Asserts whether all headers have been successfully parsed.
+    Extracts encountered errors from the result of parsing headers.
+
+    Only works on Python 3.
+
+    :param http.client.HTTPMessage headers: Headers to verify.
+
+    :raises urllib3.exceptions.HeaderParsingError:
+        If parsing errors are found.
+    """
+
+    # This will fail silently if we pass in the wrong kind of parameter.
+    # To make debugging easier add an explicit check.
+    if not isinstance(headers, httplib.HTTPMessage):
+        raise TypeError(f"expected httplib.Message, got {type(headers)}.")
+
+    unparsed_data = None
+
+    # get_payload is actually email.message.Message.get_payload;
+    # we're only interested in the result if it's not a multipart message
+    if not headers.is_multipart():
+        payload = headers.get_payload()
+
+        if isinstance(payload, (bytes, str)):
+            unparsed_data = payload
+
+    # httplib is assuming a response body is available
+    # when parsing headers even when httplib only sends
+    # header data to parse_headers() This results in
+    # defects on multipart responses in particular.
+    # See: https://github.com/urllib3/urllib3/issues/800
+
+    # So we ignore the following defects:
+    # - StartBoundaryNotFoundDefect:
+    #     The claimed start boundary was never found.
+    # - MultipartInvariantViolationDefect:
+    #     A message claimed to be a multipart but no subparts were found.
+    defects = [
+        defect
+        for defect in headers.defects
+        if not isinstance(
+            defect, (StartBoundaryNotFoundDefect, MultipartInvariantViolationDefect)
+        )
+    ]
+
+    if defects or unparsed_data:
+        raise HeaderParsingError(defects=defects, unparsed_data=unparsed_data)
+
+
+def is_response_to_head(response: httplib.HTTPResponse) -> bool:
+    """
+    Checks whether the request of a response has been a HEAD-request.
+
+    :param http.client.HTTPResponse response:
+        Response to check if the originating request
+        used 'HEAD' as a method.
+    """
+    # FIXME: Can we do this somehow without accessing private httplib _method?
+    method_str = response._method  # type: str  # type: ignore[attr-defined]
+    return method_str.upper() == "HEAD"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/retry.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/retry.py
new file mode 100644
index 000000000..0456cceba
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/retry.py
@@ -0,0 +1,533 @@
+from __future__ import annotations
+
+import email
+import logging
+import random
+import re
+import time
+import typing
+from itertools import takewhile
+from types import TracebackType
+
+from ..exceptions import (
+    ConnectTimeoutError,
+    InvalidHeader,
+    MaxRetryError,
+    ProtocolError,
+    ProxyError,
+    ReadTimeoutError,
+    ResponseError,
+)
+from .util import reraise
+
+if typing.TYPE_CHECKING:
+    from typing_extensions import Self
+
+    from ..connectionpool import ConnectionPool
+    from ..response import BaseHTTPResponse
+
+log = logging.getLogger(__name__)
+
+
+# Data structure for representing the metadata of requests that result in a retry.
+class RequestHistory(typing.NamedTuple):
+    method: str | None
+    url: str | None
+    error: Exception | None
+    status: int | None
+    redirect_location: str | None
+
+
+class Retry:
+    """Retry configuration.
+
+    Each retry attempt will create a new Retry object with updated values, so
+    they can be safely reused.
+
+    Retries can be defined as a default for a pool:
+
+    .. code-block:: python
+
+        retries = Retry(connect=5, read=2, redirect=5)
+        http = PoolManager(retries=retries)
+        response = http.request("GET", "https://example.com/")
+
+    Or per-request (which overrides the default for the pool):
+
+    .. code-block:: python
+
+        response = http.request("GET", "https://example.com/", retries=Retry(10))
+
+    Retries can be disabled by passing ``False``:
+
+    .. code-block:: python
+
+        response = http.request("GET", "https://example.com/", retries=False)
+
+    Errors will be wrapped in :class:`~urllib3.exceptions.MaxRetryError` unless
+    retries are disabled, in which case the causing exception will be raised.
+
+    :param int total:
+        Total number of retries to allow. Takes precedence over other counts.
+
+        Set to ``None`` to remove this constraint and fall back on other
+        counts.
+
+        Set to ``0`` to fail on the first retry.
+
+        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+    :param int connect:
+        How many connection-related errors to retry on.
+
+        These are errors raised before the request is sent to the remote server,
+        which we assume has not triggered the server to process the request.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int read:
+        How many times to retry on read errors.
+
+        These errors are raised after the request was sent to the server, so the
+        request may have side-effects.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int redirect:
+        How many redirects to perform. Limit this to avoid infinite redirect
+        loops.
+
+        A redirect is a HTTP response with a status code 301, 302, 303, 307 or
+        308.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+    :param int status:
+        How many times to retry on bad status codes.
+
+        These are retries made on responses, where status code matches
+        ``status_forcelist``.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int other:
+        How many times to retry on other errors.
+
+        Other errors are errors that are not connect, read, redirect or status errors.
+        These errors might be raised after the request was sent to the server, so the
+        request might have side-effects.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+        If ``total`` is not set, it's a good idea to set this to 0 to account
+        for unexpected edge cases and avoid infinite retry loops.
+
+    :param Collection allowed_methods:
+        Set of uppercased HTTP method verbs that we should retry on.
+
+        By default, we only retry on methods which are considered to be
+        idempotent (multiple requests with the same parameters end with the
+        same state). See :attr:`Retry.DEFAULT_ALLOWED_METHODS`.
+
+        Set to a ``None`` value to retry on any verb.
+
+    :param Collection status_forcelist:
+        A set of integer HTTP status codes that we should force a retry on.
+        A retry is initiated if the request method is in ``allowed_methods``
+        and the response status code is in ``status_forcelist``.
+
+        By default, this is disabled with ``None``.
+
+    :param float backoff_factor:
+        A backoff factor to apply between attempts after the second try
+        (most errors are resolved immediately by a second try without a
+        delay). urllib3 will sleep for::
+
+            {backoff factor} * (2 ** ({number of previous retries}))
+
+        seconds. If `backoff_jitter` is non-zero, this sleep is extended by::
+
+            random.uniform(0, {backoff jitter})
+
+        seconds. For example, if the backoff_factor is 0.1, then :func:`Retry.sleep` will
+        sleep for [0.0s, 0.2s, 0.4s, 0.8s, ...] between retries. No backoff will ever
+        be longer than `backoff_max`.
+
+        By default, backoff is disabled (factor set to 0).
+
+    :param bool raise_on_redirect: Whether, if the number of redirects is
+        exhausted, to raise a MaxRetryError, or to return a response with a
+        response code in the 3xx range.
+
+    :param bool raise_on_status: Similar meaning to ``raise_on_redirect``:
+        whether we should raise an exception, or return a response,
+        if status falls in ``status_forcelist`` range and retries have
+        been exhausted.
+
+    :param tuple history: The history of the request encountered during
+        each call to :meth:`~Retry.increment`. The list is in the order
+        the requests occurred. Each list item is of class :class:`RequestHistory`.
+
+    :param bool respect_retry_after_header:
+        Whether to respect Retry-After header on status codes defined as
+        :attr:`Retry.RETRY_AFTER_STATUS_CODES` or not.
+
+    :param Collection remove_headers_on_redirect:
+        Sequence of headers to remove from the request when a response
+        indicating a redirect is returned before firing off the redirected
+        request.
+    """
+
+    #: Default methods to be used for ``allowed_methods``
+    DEFAULT_ALLOWED_METHODS = frozenset(
+        ["HEAD", "GET", "PUT", "DELETE", "OPTIONS", "TRACE"]
+    )
+
+    #: Default status codes to be used for ``status_forcelist``
+    RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503])
+
+    #: Default headers to be used for ``remove_headers_on_redirect``
+    DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset(
+        ["Cookie", "Authorization", "Proxy-Authorization"]
+    )
+
+    #: Default maximum backoff time.
+    DEFAULT_BACKOFF_MAX = 120
+
+    # Backward compatibility; assigned outside of the class.
+    DEFAULT: typing.ClassVar[Retry]
+
+    def __init__(
+        self,
+        total: bool | int | None = 10,
+        connect: int | None = None,
+        read: int | None = None,
+        redirect: bool | int | None = None,
+        status: int | None = None,
+        other: int | None = None,
+        allowed_methods: typing.Collection[str] | None = DEFAULT_ALLOWED_METHODS,
+        status_forcelist: typing.Collection[int] | None = None,
+        backoff_factor: float = 0,
+        backoff_max: float = DEFAULT_BACKOFF_MAX,
+        raise_on_redirect: bool = True,
+        raise_on_status: bool = True,
+        history: tuple[RequestHistory, ...] | None = None,
+        respect_retry_after_header: bool = True,
+        remove_headers_on_redirect: typing.Collection[
+            str
+        ] = DEFAULT_REMOVE_HEADERS_ON_REDIRECT,
+        backoff_jitter: float = 0.0,
+    ) -> None:
+        self.total = total
+        self.connect = connect
+        self.read = read
+        self.status = status
+        self.other = other
+
+        if redirect is False or total is False:
+            redirect = 0
+            raise_on_redirect = False
+
+        self.redirect = redirect
+        self.status_forcelist = status_forcelist or set()
+        self.allowed_methods = allowed_methods
+        self.backoff_factor = backoff_factor
+        self.backoff_max = backoff_max
+        self.raise_on_redirect = raise_on_redirect
+        self.raise_on_status = raise_on_status
+        self.history = history or ()
+        self.respect_retry_after_header = respect_retry_after_header
+        self.remove_headers_on_redirect = frozenset(
+            h.lower() for h in remove_headers_on_redirect
+        )
+        self.backoff_jitter = backoff_jitter
+
+    def new(self, **kw: typing.Any) -> Self:
+        params = dict(
+            total=self.total,
+            connect=self.connect,
+            read=self.read,
+            redirect=self.redirect,
+            status=self.status,
+            other=self.other,
+            allowed_methods=self.allowed_methods,
+            status_forcelist=self.status_forcelist,
+            backoff_factor=self.backoff_factor,
+            backoff_max=self.backoff_max,
+            raise_on_redirect=self.raise_on_redirect,
+            raise_on_status=self.raise_on_status,
+            history=self.history,
+            remove_headers_on_redirect=self.remove_headers_on_redirect,
+            respect_retry_after_header=self.respect_retry_after_header,
+            backoff_jitter=self.backoff_jitter,
+        )
+
+        params.update(kw)
+        return type(self)(**params)  # type: ignore[arg-type]
+
+    @classmethod
+    def from_int(
+        cls,
+        retries: Retry | bool | int | None,
+        redirect: bool | int | None = True,
+        default: Retry | bool | int | None = None,
+    ) -> Retry:
+        """Backwards-compatibility for the old retries format."""
+        if retries is None:
+            retries = default if default is not None else cls.DEFAULT
+
+        if isinstance(retries, Retry):
+            return retries
+
+        redirect = bool(redirect) and None
+        new_retries = cls(retries, redirect=redirect)
+        log.debug("Converted retries value: %r -> %r", retries, new_retries)
+        return new_retries
+
+    def get_backoff_time(self) -> float:
+        """Formula for computing the current backoff
+
+        :rtype: float
+        """
+        # We want to consider only the last consecutive errors sequence (Ignore redirects).
+        consecutive_errors_len = len(
+            list(
+                takewhile(lambda x: x.redirect_location is None, reversed(self.history))
+            )
+        )
+        if consecutive_errors_len <= 1:
+            return 0
+
+        backoff_value = self.backoff_factor * (2 ** (consecutive_errors_len - 1))
+        if self.backoff_jitter != 0.0:
+            backoff_value += random.random() * self.backoff_jitter
+        return float(max(0, min(self.backoff_max, backoff_value)))
+
+    def parse_retry_after(self, retry_after: str) -> float:
+        seconds: float
+        # Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4
+        if re.match(r"^\s*[0-9]+\s*$", retry_after):
+            seconds = int(retry_after)
+        else:
+            retry_date_tuple = email.utils.parsedate_tz(retry_after)
+            if retry_date_tuple is None:
+                raise InvalidHeader(f"Invalid Retry-After header: {retry_after}")
+
+            retry_date = email.utils.mktime_tz(retry_date_tuple)
+            seconds = retry_date - time.time()
+
+        seconds = max(seconds, 0)
+
+        return seconds
+
+    def get_retry_after(self, response: BaseHTTPResponse) -> float | None:
+        """Get the value of Retry-After in seconds."""
+
+        retry_after = response.headers.get("Retry-After")
+
+        if retry_after is None:
+            return None
+
+        return self.parse_retry_after(retry_after)
+
+    def sleep_for_retry(self, response: BaseHTTPResponse) -> bool:
+        retry_after = self.get_retry_after(response)
+        if retry_after:
+            time.sleep(retry_after)
+            return True
+
+        return False
+
+    def _sleep_backoff(self) -> None:
+        backoff = self.get_backoff_time()
+        if backoff <= 0:
+            return
+        time.sleep(backoff)
+
+    def sleep(self, response: BaseHTTPResponse | None = None) -> None:
+        """Sleep between retry attempts.
+
+        This method will respect a server's ``Retry-After`` response header
+        and sleep the duration of the time requested. If that is not present, it
+        will use an exponential backoff. By default, the backoff factor is 0 and
+        this method will return immediately.
+        """
+
+        if self.respect_retry_after_header and response:
+            slept = self.sleep_for_retry(response)
+            if slept:
+                return
+
+        self._sleep_backoff()
+
+    def _is_connection_error(self, err: Exception) -> bool:
+        """Errors when we're fairly sure that the server did not receive the
+        request, so it should be safe to retry.
+        """
+        if isinstance(err, ProxyError):
+            err = err.original_error
+        return isinstance(err, ConnectTimeoutError)
+
+    def _is_read_error(self, err: Exception) -> bool:
+        """Errors that occur after the request has been started, so we should
+        assume that the server began processing it.
+        """
+        return isinstance(err, (ReadTimeoutError, ProtocolError))
+
+    def _is_method_retryable(self, method: str) -> bool:
+        """Checks if a given HTTP method should be retried upon, depending if
+        it is included in the allowed_methods
+        """
+        if self.allowed_methods and method.upper() not in self.allowed_methods:
+            return False
+        return True
+
+    def is_retry(
+        self, method: str, status_code: int, has_retry_after: bool = False
+    ) -> bool:
+        """Is this method/status code retryable? (Based on allowlists and control
+        variables such as the number of total retries to allow, whether to
+        respect the Retry-After header, whether this header is present, and
+        whether the returned status code is on the list of status codes to
+        be retried upon on the presence of the aforementioned header)
+        """
+        if not self._is_method_retryable(method):
+            return False
+
+        if self.status_forcelist and status_code in self.status_forcelist:
+            return True
+
+        return bool(
+            self.total
+            and self.respect_retry_after_header
+            and has_retry_after
+            and (status_code in self.RETRY_AFTER_STATUS_CODES)
+        )
+
+    def is_exhausted(self) -> bool:
+        """Are we out of retries?"""
+        retry_counts = [
+            x
+            for x in (
+                self.total,
+                self.connect,
+                self.read,
+                self.redirect,
+                self.status,
+                self.other,
+            )
+            if x
+        ]
+        if not retry_counts:
+            return False
+
+        return min(retry_counts) < 0
+
+    def increment(
+        self,
+        method: str | None = None,
+        url: str | None = None,
+        response: BaseHTTPResponse | None = None,
+        error: Exception | None = None,
+        _pool: ConnectionPool | None = None,
+        _stacktrace: TracebackType | None = None,
+    ) -> Self:
+        """Return a new Retry object with incremented retry counters.
+
+        :param response: A response object, or None, if the server did not
+            return a response.
+        :type response: :class:`~urllib3.response.BaseHTTPResponse`
+        :param Exception error: An error encountered during the request, or
+            None if the response was received successfully.
+
+        :return: A new ``Retry`` object.
+        """
+        if self.total is False and error:
+            # Disabled, indicate to re-raise the error.
+            raise reraise(type(error), error, _stacktrace)
+
+        total = self.total
+        if total is not None:
+            total -= 1
+
+        connect = self.connect
+        read = self.read
+        redirect = self.redirect
+        status_count = self.status
+        other = self.other
+        cause = "unknown"
+        status = None
+        redirect_location = None
+
+        if error and self._is_connection_error(error):
+            # Connect retry?
+            if connect is False:
+                raise reraise(type(error), error, _stacktrace)
+            elif connect is not None:
+                connect -= 1
+
+        elif error and self._is_read_error(error):
+            # Read retry?
+            if read is False or method is None or not self._is_method_retryable(method):
+                raise reraise(type(error), error, _stacktrace)
+            elif read is not None:
+                read -= 1
+
+        elif error:
+            # Other retry?
+            if other is not None:
+                other -= 1
+
+        elif response and response.get_redirect_location():
+            # Redirect retry?
+            if redirect is not None:
+                redirect -= 1
+            cause = "too many redirects"
+            response_redirect_location = response.get_redirect_location()
+            if response_redirect_location:
+                redirect_location = response_redirect_location
+            status = response.status
+
+        else:
+            # Incrementing because of a server error like a 500 in
+            # status_forcelist and the given method is in the allowed_methods
+            cause = ResponseError.GENERIC_ERROR
+            if response and response.status:
+                if status_count is not None:
+                    status_count -= 1
+                cause = ResponseError.SPECIFIC_ERROR.format(status_code=response.status)
+                status = response.status
+
+        history = self.history + (
+            RequestHistory(method, url, error, status, redirect_location),
+        )
+
+        new_retry = self.new(
+            total=total,
+            connect=connect,
+            read=read,
+            redirect=redirect,
+            status=status_count,
+            other=other,
+            history=history,
+        )
+
+        if new_retry.is_exhausted():
+            reason = error or ResponseError(cause)
+            raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
+
+        log.debug("Incremented Retry for (url='%s'): %r", url, new_retry)
+
+        return new_retry
+
+    def __repr__(self) -> str:
+        return (
+            f"{type(self).__name__}(total={self.total}, connect={self.connect}, "
+            f"read={self.read}, redirect={self.redirect}, status={self.status})"
+        )
+
+
+# For backwards compatibility (equivalent to pre-v1.9):
+Retry.DEFAULT = Retry(3)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_.py
new file mode 100644
index 000000000..c46dd83e5
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_.py
@@ -0,0 +1,509 @@
+from __future__ import annotations
+
+import hmac
+import os
+import socket
+import sys
+import typing
+import warnings
+from binascii import unhexlify
+from hashlib import md5, sha1, sha256
+
+from ..exceptions import ProxySchemeUnsupported, SSLError
+from .url import _BRACELESS_IPV6_ADDRZ_RE, _IPV4_RE
+
+SSLContext = None
+SSLTransport = None
+HAS_NEVER_CHECK_COMMON_NAME = False
+IS_PYOPENSSL = False
+ALPN_PROTOCOLS = ["http/1.1"]
+
+_TYPE_VERSION_INFO = typing.Tuple[int, int, int, str, int]
+
+# Maps the length of a digest to a possible hash function producing this digest
+HASHFUNC_MAP = {32: md5, 40: sha1, 64: sha256}
+
+
+def _is_bpo_43522_fixed(
+    implementation_name: str,
+    version_info: _TYPE_VERSION_INFO,
+    pypy_version_info: _TYPE_VERSION_INFO | None,
+) -> bool:
+    """Return True for CPython 3.8.9+, 3.9.3+ or 3.10+ and PyPy 7.3.8+ where
+    setting SSLContext.hostname_checks_common_name to False works.
+
+    Outside of CPython and PyPy we don't know which implementations work
+    or not so we conservatively use our hostname matching as we know that works
+    on all implementations.
+
+    https://github.com/urllib3/urllib3/issues/2192#issuecomment-821832963
+    https://foss.heptapod.net/pypy/pypy/-/issues/3539
+    """
+    if implementation_name == "pypy":
+        # https://foss.heptapod.net/pypy/pypy/-/issues/3129
+        return pypy_version_info >= (7, 3, 8)  # type: ignore[operator]
+    elif implementation_name == "cpython":
+        major_minor = version_info[:2]
+        micro = version_info[2]
+        return (
+            (major_minor == (3, 8) and micro >= 9)
+            or (major_minor == (3, 9) and micro >= 3)
+            or major_minor >= (3, 10)
+        )
+    else:  # Defensive:
+        return False
+
+
+def _is_has_never_check_common_name_reliable(
+    openssl_version: str,
+    openssl_version_number: int,
+    implementation_name: str,
+    version_info: _TYPE_VERSION_INFO,
+    pypy_version_info: _TYPE_VERSION_INFO | None,
+) -> bool:
+    # As of May 2023, all released versions of LibreSSL fail to reject certificates with
+    # only common names, see https://github.com/urllib3/urllib3/pull/3024
+    is_openssl = openssl_version.startswith("OpenSSL ")
+    # Before fixing OpenSSL issue #14579, the SSL_new() API was not copying hostflags
+    # like X509_CHECK_FLAG_NEVER_CHECK_SUBJECT, which tripped up CPython.
+    # https://github.com/openssl/openssl/issues/14579
+    # This was released in OpenSSL 1.1.1l+ (>=0x101010cf)
+    is_openssl_issue_14579_fixed = openssl_version_number >= 0x101010CF
+
+    return is_openssl and (
+        is_openssl_issue_14579_fixed
+        or _is_bpo_43522_fixed(implementation_name, version_info, pypy_version_info)
+    )
+
+
+if typing.TYPE_CHECKING:
+    from ssl import VerifyMode
+    from typing import TypedDict
+
+    from .ssltransport import SSLTransport as SSLTransportType
+
+    class _TYPE_PEER_CERT_RET_DICT(TypedDict, total=False):
+        subjectAltName: tuple[tuple[str, str], ...]
+        subject: tuple[tuple[tuple[str, str], ...], ...]
+        serialNumber: str
+
+
+# Mapping from 'ssl.PROTOCOL_TLSX' to 'TLSVersion.X'
+_SSL_VERSION_TO_TLS_VERSION: dict[int, int] = {}
+
+try:  # Do we have ssl at all?
+    import ssl
+    from ssl import (  # type: ignore[assignment]
+        CERT_REQUIRED,
+        HAS_NEVER_CHECK_COMMON_NAME,
+        OP_NO_COMPRESSION,
+        OP_NO_TICKET,
+        OPENSSL_VERSION,
+        OPENSSL_VERSION_NUMBER,
+        PROTOCOL_TLS,
+        PROTOCOL_TLS_CLIENT,
+        OP_NO_SSLv2,
+        OP_NO_SSLv3,
+        SSLContext,
+        TLSVersion,
+    )
+
+    PROTOCOL_SSLv23 = PROTOCOL_TLS
+
+    # Setting SSLContext.hostname_checks_common_name = False didn't work before CPython
+    # 3.8.9, 3.9.3, and 3.10 (but OK on PyPy) or OpenSSL 1.1.1l+
+    if HAS_NEVER_CHECK_COMMON_NAME and not _is_has_never_check_common_name_reliable(
+        OPENSSL_VERSION,
+        OPENSSL_VERSION_NUMBER,
+        sys.implementation.name,
+        sys.version_info,
+        sys.pypy_version_info if sys.implementation.name == "pypy" else None,  # type: ignore[attr-defined]
+    ):
+        HAS_NEVER_CHECK_COMMON_NAME = False
+
+    # Need to be careful here in case old TLS versions get
+    # removed in future 'ssl' module implementations.
+    for attr in ("TLSv1", "TLSv1_1", "TLSv1_2"):
+        try:
+            _SSL_VERSION_TO_TLS_VERSION[getattr(ssl, f"PROTOCOL_{attr}")] = getattr(
+                TLSVersion, attr
+            )
+        except AttributeError:  # Defensive:
+            continue
+
+    from .ssltransport import SSLTransport  # type: ignore[assignment]
+except ImportError:
+    OP_NO_COMPRESSION = 0x20000  # type: ignore[assignment]
+    OP_NO_TICKET = 0x4000  # type: ignore[assignment]
+    OP_NO_SSLv2 = 0x1000000  # type: ignore[assignment]
+    OP_NO_SSLv3 = 0x2000000  # type: ignore[assignment]
+    PROTOCOL_SSLv23 = PROTOCOL_TLS = 2  # type: ignore[assignment]
+    PROTOCOL_TLS_CLIENT = 16  # type: ignore[assignment]
+
+
+_TYPE_PEER_CERT_RET = typing.Union["_TYPE_PEER_CERT_RET_DICT", bytes, None]
+
+
+def assert_fingerprint(cert: bytes | None, fingerprint: str) -> None:
+    """
+    Checks if given fingerprint matches the supplied certificate.
+
+    :param cert:
+        Certificate as bytes object.
+    :param fingerprint:
+        Fingerprint as string of hexdigits, can be interspersed by colons.
+    """
+
+    if cert is None:
+        raise SSLError("No certificate for the peer.")
+
+    fingerprint = fingerprint.replace(":", "").lower()
+    digest_length = len(fingerprint)
+    hashfunc = HASHFUNC_MAP.get(digest_length)
+    if not hashfunc:
+        raise SSLError(f"Fingerprint of invalid length: {fingerprint}")
+
+    # We need encode() here for py32; works on py2 and p33.
+    fingerprint_bytes = unhexlify(fingerprint.encode())
+
+    cert_digest = hashfunc(cert).digest()
+
+    if not hmac.compare_digest(cert_digest, fingerprint_bytes):
+        raise SSLError(
+            f'Fingerprints did not match. Expected "{fingerprint}", got "{cert_digest.hex()}"'
+        )
+
+
+def resolve_cert_reqs(candidate: None | int | str) -> VerifyMode:
+    """
+    Resolves the argument to a numeric constant, which can be passed to
+    the wrap_socket function/method from the ssl module.
+    Defaults to :data:`ssl.CERT_REQUIRED`.
+    If given a string it is assumed to be the name of the constant in the
+    :mod:`ssl` module or its abbreviation.
+    (So you can specify `REQUIRED` instead of `CERT_REQUIRED`.
+    If it's neither `None` nor a string we assume it is already the numeric
+    constant which can directly be passed to wrap_socket.
+    """
+    if candidate is None:
+        return CERT_REQUIRED
+
+    if isinstance(candidate, str):
+        res = getattr(ssl, candidate, None)
+        if res is None:
+            res = getattr(ssl, "CERT_" + candidate)
+        return res  # type: ignore[no-any-return]
+
+    return candidate  # type: ignore[return-value]
+
+
+def resolve_ssl_version(candidate: None | int | str) -> int:
+    """
+    like resolve_cert_reqs
+    """
+    if candidate is None:
+        return PROTOCOL_TLS
+
+    if isinstance(candidate, str):
+        res = getattr(ssl, candidate, None)
+        if res is None:
+            res = getattr(ssl, "PROTOCOL_" + candidate)
+        return typing.cast(int, res)
+
+    return candidate
+
+
+def create_urllib3_context(
+    ssl_version: int | None = None,
+    cert_reqs: int | None = None,
+    options: int | None = None,
+    ciphers: str | None = None,
+    ssl_minimum_version: int | None = None,
+    ssl_maximum_version: int | None = None,
+) -> ssl.SSLContext:
+    """Creates and configures an :class:`ssl.SSLContext` instance for use with urllib3.
+
+    :param ssl_version:
+        The desired protocol version to use. This will default to
+        PROTOCOL_SSLv23 which will negotiate the highest protocol that both
+        the server and your installation of OpenSSL support.
+
+        This parameter is deprecated instead use 'ssl_minimum_version'.
+    :param ssl_minimum_version:
+        The minimum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
+    :param ssl_maximum_version:
+        The maximum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
+        Not recommended to set to anything other than 'ssl.TLSVersion.MAXIMUM_SUPPORTED' which is the
+        default value.
+    :param cert_reqs:
+        Whether to require the certificate verification. This defaults to
+        ``ssl.CERT_REQUIRED``.
+    :param options:
+        Specific OpenSSL options. These default to ``ssl.OP_NO_SSLv2``,
+        ``ssl.OP_NO_SSLv3``, ``ssl.OP_NO_COMPRESSION``, and ``ssl.OP_NO_TICKET``.
+    :param ciphers:
+        Which cipher suites to allow the server to select. Defaults to either system configured
+        ciphers if OpenSSL 1.1.1+, otherwise uses a secure default set of ciphers.
+    :returns:
+        Constructed SSLContext object with specified options
+    :rtype: SSLContext
+    """
+    if SSLContext is None:
+        raise TypeError("Can't create an SSLContext object without an ssl module")
+
+    # This means 'ssl_version' was specified as an exact value.
+    if ssl_version not in (None, PROTOCOL_TLS, PROTOCOL_TLS_CLIENT):
+        # Disallow setting 'ssl_version' and 'ssl_minimum|maximum_version'
+        # to avoid conflicts.
+        if ssl_minimum_version is not None or ssl_maximum_version is not None:
+            raise ValueError(
+                "Can't specify both 'ssl_version' and either "
+                "'ssl_minimum_version' or 'ssl_maximum_version'"
+            )
+
+        # 'ssl_version' is deprecated and will be removed in the future.
+        else:
+            # Use 'ssl_minimum_version' and 'ssl_maximum_version' instead.
+            ssl_minimum_version = _SSL_VERSION_TO_TLS_VERSION.get(
+                ssl_version, TLSVersion.MINIMUM_SUPPORTED
+            )
+            ssl_maximum_version = _SSL_VERSION_TO_TLS_VERSION.get(
+                ssl_version, TLSVersion.MAXIMUM_SUPPORTED
+            )
+
+            # This warning message is pushing users to use 'ssl_minimum_version'
+            # instead of both min/max. Best practice is to only set the minimum version and
+            # keep the maximum version to be it's default value: 'TLSVersion.MAXIMUM_SUPPORTED'
+            warnings.warn(
+                "'ssl_version' option is deprecated and will be "
+                "removed in urllib3 v2.1.0. Instead use 'ssl_minimum_version'",
+                category=DeprecationWarning,
+                stacklevel=2,
+            )
+
+    # PROTOCOL_TLS is deprecated in Python 3.10 so we always use PROTOCOL_TLS_CLIENT
+    context = SSLContext(PROTOCOL_TLS_CLIENT)
+
+    if ssl_minimum_version is not None:
+        context.minimum_version = ssl_minimum_version
+    else:  # Python <3.10 defaults to 'MINIMUM_SUPPORTED' so explicitly set TLSv1.2 here
+        context.minimum_version = TLSVersion.TLSv1_2
+
+    if ssl_maximum_version is not None:
+        context.maximum_version = ssl_maximum_version
+
+    # Unless we're given ciphers defer to either system ciphers in
+    # the case of OpenSSL 1.1.1+ or use our own secure default ciphers.
+    if ciphers:
+        context.set_ciphers(ciphers)
+
+    # Setting the default here, as we may have no ssl module on import
+    cert_reqs = ssl.CERT_REQUIRED if cert_reqs is None else cert_reqs
+
+    if options is None:
+        options = 0
+        # SSLv2 is easily broken and is considered harmful and dangerous
+        options |= OP_NO_SSLv2
+        # SSLv3 has several problems and is now dangerous
+        options |= OP_NO_SSLv3
+        # Disable compression to prevent CRIME attacks for OpenSSL 1.0+
+        # (issue #309)
+        options |= OP_NO_COMPRESSION
+        # TLSv1.2 only. Unless set explicitly, do not request tickets.
+        # This may save some bandwidth on wire, and although the ticket is encrypted,
+        # there is a risk associated with it being on wire,
+        # if the server is not rotating its ticketing keys properly.
+        options |= OP_NO_TICKET
+
+    context.options |= options
+
+    # Enable post-handshake authentication for TLS 1.3, see GH #1634. PHA is
+    # necessary for conditional client cert authentication with TLS 1.3.
+    # The attribute is None for OpenSSL <= 1.1.0 or does not exist when using
+    # an SSLContext created by pyOpenSSL.
+    if getattr(context, "post_handshake_auth", None) is not None:
+        context.post_handshake_auth = True
+
+    # The order of the below lines setting verify_mode and check_hostname
+    # matter due to safe-guards SSLContext has to prevent an SSLContext with
+    # check_hostname=True, verify_mode=NONE/OPTIONAL.
+    # We always set 'check_hostname=False' for pyOpenSSL so we rely on our own
+    # 'ssl.match_hostname()' implementation.
+    if cert_reqs == ssl.CERT_REQUIRED and not IS_PYOPENSSL:
+        context.verify_mode = cert_reqs
+        context.check_hostname = True
+    else:
+        context.check_hostname = False
+        context.verify_mode = cert_reqs
+
+    try:
+        context.hostname_checks_common_name = False
+    except AttributeError:  # Defensive: for CPython < 3.8.9 and 3.9.3; for PyPy < 7.3.8
+        pass
+
+    # Enable logging of TLS session keys via defacto standard environment variable
+    # 'SSLKEYLOGFILE', if the feature is available (Python 3.8+). Skip empty values.
+    if hasattr(context, "keylog_filename"):
+        sslkeylogfile = os.environ.get("SSLKEYLOGFILE")
+        if sslkeylogfile:
+            context.keylog_filename = sslkeylogfile
+
+    return context
+
+
+@typing.overload
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = ...,
+    certfile: str | None = ...,
+    cert_reqs: int | None = ...,
+    ca_certs: str | None = ...,
+    server_hostname: str | None = ...,
+    ssl_version: int | None = ...,
+    ciphers: str | None = ...,
+    ssl_context: ssl.SSLContext | None = ...,
+    ca_cert_dir: str | None = ...,
+    key_password: str | None = ...,
+    ca_cert_data: None | str | bytes = ...,
+    tls_in_tls: typing.Literal[False] = ...,
+) -> ssl.SSLSocket:
+    ...
+
+
+@typing.overload
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = ...,
+    certfile: str | None = ...,
+    cert_reqs: int | None = ...,
+    ca_certs: str | None = ...,
+    server_hostname: str | None = ...,
+    ssl_version: int | None = ...,
+    ciphers: str | None = ...,
+    ssl_context: ssl.SSLContext | None = ...,
+    ca_cert_dir: str | None = ...,
+    key_password: str | None = ...,
+    ca_cert_data: None | str | bytes = ...,
+    tls_in_tls: bool = ...,
+) -> ssl.SSLSocket | SSLTransportType:
+    ...
+
+
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = None,
+    certfile: str | None = None,
+    cert_reqs: int | None = None,
+    ca_certs: str | None = None,
+    server_hostname: str | None = None,
+    ssl_version: int | None = None,
+    ciphers: str | None = None,
+    ssl_context: ssl.SSLContext | None = None,
+    ca_cert_dir: str | None = None,
+    key_password: str | None = None,
+    ca_cert_data: None | str | bytes = None,
+    tls_in_tls: bool = False,
+) -> ssl.SSLSocket | SSLTransportType:
+    """
+    All arguments except for server_hostname, ssl_context, tls_in_tls, ca_cert_data and
+    ca_cert_dir have the same meaning as they do when using
+    :func:`ssl.create_default_context`, :meth:`ssl.SSLContext.load_cert_chain`,
+    :meth:`ssl.SSLContext.set_ciphers` and :meth:`ssl.SSLContext.wrap_socket`.
+
+    :param server_hostname:
+        When SNI is supported, the expected hostname of the certificate
+    :param ssl_context:
+        A pre-made :class:`SSLContext` object. If none is provided, one will
+        be created using :func:`create_urllib3_context`.
+    :param ciphers:
+        A string of ciphers we wish the client to support.
+    :param ca_cert_dir:
+        A directory containing CA certificates in multiple separate files, as
+        supported by OpenSSL's -CApath flag or the capath argument to
+        SSLContext.load_verify_locations().
+    :param key_password:
+        Optional password if the keyfile is encrypted.
+    :param ca_cert_data:
+        Optional string containing CA certificates in PEM format suitable for
+        passing as the cadata parameter to SSLContext.load_verify_locations()
+    :param tls_in_tls:
+        Use SSLTransport to wrap the existing socket.
+    """
+    context = ssl_context
+    if context is None:
+        # Note: This branch of code and all the variables in it are only used in tests.
+        # We should consider deprecating and removing this code.
+        context = create_urllib3_context(ssl_version, cert_reqs, ciphers=ciphers)
+
+    if ca_certs or ca_cert_dir or ca_cert_data:
+        try:
+            context.load_verify_locations(ca_certs, ca_cert_dir, ca_cert_data)
+        except OSError as e:
+            raise SSLError(e) from e
+
+    elif ssl_context is None and hasattr(context, "load_default_certs"):
+        # try to load OS default certs; works well on Windows.
+        context.load_default_certs()
+
+    # Attempt to detect if we get the goofy behavior of the
+    # keyfile being encrypted and OpenSSL asking for the
+    # passphrase via the terminal and instead error out.
+    if keyfile and key_password is None and _is_key_file_encrypted(keyfile):
+        raise SSLError("Client private key is encrypted, password is required")
+
+    if certfile:
+        if key_password is None:
+            context.load_cert_chain(certfile, keyfile)
+        else:
+            context.load_cert_chain(certfile, keyfile, key_password)
+
+    try:
+        context.set_alpn_protocols(ALPN_PROTOCOLS)
+    except NotImplementedError:  # Defensive: in CI, we always have set_alpn_protocols
+        pass
+
+    ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)
+    return ssl_sock
+
+
+def is_ipaddress(hostname: str | bytes) -> bool:
+    """Detects whether the hostname given is an IPv4 or IPv6 address.
+    Also detects IPv6 addresses with Zone IDs.
+
+    :param str hostname: Hostname to examine.
+    :return: True if the hostname is an IP address, False otherwise.
+    """
+    if isinstance(hostname, bytes):
+        # IDN A-label bytes are ASCII compatible.
+        hostname = hostname.decode("ascii")
+    return bool(_IPV4_RE.match(hostname) or _BRACELESS_IPV6_ADDRZ_RE.match(hostname))
+
+
+def _is_key_file_encrypted(key_file: str) -> bool:
+    """Detects if a key file is encrypted or not."""
+    with open(key_file) as f:
+        for line in f:
+            # Look for Proc-Type: 4,ENCRYPTED
+            if "ENCRYPTED" in line:
+                return True
+
+    return False
+
+
+def _ssl_wrap_socket_impl(
+    sock: socket.socket,
+    ssl_context: ssl.SSLContext,
+    tls_in_tls: bool,
+    server_hostname: str | None = None,
+) -> ssl.SSLSocket | SSLTransportType:
+    if tls_in_tls:
+        if not SSLTransport:
+            # Import error, ssl is not available.
+            raise ProxySchemeUnsupported(
+                "TLS in TLS requires support for the 'ssl' module"
+            )
+
+        SSLTransport._validate_ssl_context_for_tls_in_tls(ssl_context)
+        return SSLTransport(sock, ssl_context, server_hostname)
+
+    return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_match_hostname.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_match_hostname.py
new file mode 100644
index 000000000..453cfd420
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_match_hostname.py
@@ -0,0 +1,159 @@
+"""The match_hostname() function from Python 3.5, essential when using SSL."""
+
+# Note: This file is under the PSF license as the code comes from the python
+# stdlib.   http://docs.python.org/3/license.html
+# It is modified to remove commonName support.
+
+from __future__ import annotations
+
+import ipaddress
+import re
+import typing
+from ipaddress import IPv4Address, IPv6Address
+
+if typing.TYPE_CHECKING:
+    from .ssl_ import _TYPE_PEER_CERT_RET_DICT
+
+__version__ = "3.5.0.1"
+
+
+class CertificateError(ValueError):
+    pass
+
+
+def _dnsname_match(
+    dn: typing.Any, hostname: str, max_wildcards: int = 1
+) -> typing.Match[str] | None | bool:
+    """Matching according to RFC 6125, section 6.4.3
+
+    http://tools.ietf.org/html/rfc6125#section-6.4.3
+    """
+    pats = []
+    if not dn:
+        return False
+
+    # Ported from python3-syntax:
+    # leftmost, *remainder = dn.split(r'.')
+    parts = dn.split(r".")
+    leftmost = parts[0]
+    remainder = parts[1:]
+
+    wildcards = leftmost.count("*")
+    if wildcards > max_wildcards:
+        # Issue #17980: avoid denials of service by refusing more
+        # than one wildcard per fragment.  A survey of established
+        # policy among SSL implementations showed it to be a
+        # reasonable choice.
+        raise CertificateError(
+            "too many wildcards in certificate DNS name: " + repr(dn)
+        )
+
+    # speed up common case w/o wildcards
+    if not wildcards:
+        return bool(dn.lower() == hostname.lower())
+
+    # RFC 6125, section 6.4.3, subitem 1.
+    # The client SHOULD NOT attempt to match a presented identifier in which
+    # the wildcard character comprises a label other than the left-most label.
+    if leftmost == "*":
+        # When '*' is a fragment by itself, it matches a non-empty dotless
+        # fragment.
+        pats.append("[^.]+")
+    elif leftmost.startswith("xn--") or hostname.startswith("xn--"):
+        # RFC 6125, section 6.4.3, subitem 3.
+        # The client SHOULD NOT attempt to match a presented identifier
+        # where the wildcard character is embedded within an A-label or
+        # U-label of an internationalized domain name.
+        pats.append(re.escape(leftmost))
+    else:
+        # Otherwise, '*' matches any dotless string, e.g. www*
+        pats.append(re.escape(leftmost).replace(r"\*", "[^.]*"))
+
+    # add the remaining fragments, ignore any wildcards
+    for frag in remainder:
+        pats.append(re.escape(frag))
+
+    pat = re.compile(r"\A" + r"\.".join(pats) + r"\Z", re.IGNORECASE)
+    return pat.match(hostname)
+
+
+def _ipaddress_match(ipname: str, host_ip: IPv4Address | IPv6Address) -> bool:
+    """Exact matching of IP addresses.
+
+    RFC 9110 section 4.3.5: "A reference identity of IP-ID contains the decoded
+    bytes of the IP address. An IP version 4 address is 4 octets, and an IP
+    version 6 address is 16 octets. [...] A reference identity of type IP-ID
+    matches if the address is identical to an iPAddress value of the
+    subjectAltName extension of the certificate."
+    """
+    # OpenSSL may add a trailing newline to a subjectAltName's IP address
+    # Divergence from upstream: ipaddress can't handle byte str
+    ip = ipaddress.ip_address(ipname.rstrip())
+    return bool(ip.packed == host_ip.packed)
+
+
+def match_hostname(
+    cert: _TYPE_PEER_CERT_RET_DICT | None,
+    hostname: str,
+    hostname_checks_common_name: bool = False,
+) -> None:
+    """Verify that *cert* (in decoded format as returned by
+    SSLSocket.getpeercert()) matches the *hostname*.  RFC 2818 and RFC 6125
+    rules are followed, but IP addresses are not accepted for *hostname*.
+
+    CertificateError is raised on failure. On success, the function
+    returns nothing.
+    """
+    if not cert:
+        raise ValueError(
+            "empty or no certificate, match_hostname needs a "
+            "SSL socket or SSL context with either "
+            "CERT_OPTIONAL or CERT_REQUIRED"
+        )
+    try:
+        # Divergence from upstream: ipaddress can't handle byte str
+        #
+        # The ipaddress module shipped with Python < 3.9 does not support
+        # scoped IPv6 addresses so we unconditionally strip the Zone IDs for
+        # now. Once we drop support for Python 3.9 we can remove this branch.
+        if "%" in hostname:
+            host_ip = ipaddress.ip_address(hostname[: hostname.rfind("%")])
+        else:
+            host_ip = ipaddress.ip_address(hostname)
+
+    except ValueError:
+        # Not an IP address (common case)
+        host_ip = None
+    dnsnames = []
+    san: tuple[tuple[str, str], ...] = cert.get("subjectAltName", ())
+    key: str
+    value: str
+    for key, value in san:
+        if key == "DNS":
+            if host_ip is None and _dnsname_match(value, hostname):
+                return
+            dnsnames.append(value)
+        elif key == "IP Address":
+            if host_ip is not None and _ipaddress_match(value, host_ip):
+                return
+            dnsnames.append(value)
+
+    # We only check 'commonName' if it's enabled and we're not verifying
+    # an IP address. IP addresses aren't valid within 'commonName'.
+    if hostname_checks_common_name and host_ip is None and not dnsnames:
+        for sub in cert.get("subject", ()):
+            for key, value in sub:
+                if key == "commonName":
+                    if _dnsname_match(value, hostname):
+                        return
+                    dnsnames.append(value)
+
+    if len(dnsnames) > 1:
+        raise CertificateError(
+            "hostname %r "
+            "doesn't match either of %s" % (hostname, ", ".join(map(repr, dnsnames)))
+        )
+    elif len(dnsnames) == 1:
+        raise CertificateError(f"hostname {hostname!r} doesn't match {dnsnames[0]!r}")
+    else:
+        raise CertificateError("no appropriate subjectAltName fields were found")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssltransport.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssltransport.py
new file mode 100644
index 000000000..b52c477c7
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssltransport.py
@@ -0,0 +1,279 @@
+from __future__ import annotations
+
+import io
+import socket
+import ssl
+import typing
+
+from ..exceptions import ProxySchemeUnsupported
+
+if typing.TYPE_CHECKING:
+    from typing_extensions import Self
+
+    from .ssl_ import _TYPE_PEER_CERT_RET, _TYPE_PEER_CERT_RET_DICT
+
+
+_WriteBuffer = typing.Union[bytearray, memoryview]
+_ReturnValue = typing.TypeVar("_ReturnValue")
+
+SSL_BLOCKSIZE = 16384
+
+
+class SSLTransport:
+    """
+    The SSLTransport wraps an existing socket and establishes an SSL connection.
+
+    Contrary to Python's implementation of SSLSocket, it allows you to chain
+    multiple TLS connections together. It's particularly useful if you need to
+    implement TLS within TLS.
+
+    The class supports most of the socket API operations.
+    """
+
+    @staticmethod
+    def _validate_ssl_context_for_tls_in_tls(ssl_context: ssl.SSLContext) -> None:
+        """
+        Raises a ProxySchemeUnsupported if the provided ssl_context can't be used
+        for TLS in TLS.
+
+        The only requirement is that the ssl_context provides the 'wrap_bio'
+        methods.
+        """
+
+        if not hasattr(ssl_context, "wrap_bio"):
+            raise ProxySchemeUnsupported(
+                "TLS in TLS requires SSLContext.wrap_bio() which isn't "
+                "available on non-native SSLContext"
+            )
+
+    def __init__(
+        self,
+        socket: socket.socket,
+        ssl_context: ssl.SSLContext,
+        server_hostname: str | None = None,
+        suppress_ragged_eofs: bool = True,
+    ) -> None:
+        """
+        Create an SSLTransport around socket using the provided ssl_context.
+        """
+        self.incoming = ssl.MemoryBIO()
+        self.outgoing = ssl.MemoryBIO()
+
+        self.suppress_ragged_eofs = suppress_ragged_eofs
+        self.socket = socket
+
+        self.sslobj = ssl_context.wrap_bio(
+            self.incoming, self.outgoing, server_hostname=server_hostname
+        )
+
+        # Perform initial handshake.
+        self._ssl_io_loop(self.sslobj.do_handshake)
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(self, *_: typing.Any) -> None:
+        self.close()
+
+    def fileno(self) -> int:
+        return self.socket.fileno()
+
+    def read(self, len: int = 1024, buffer: typing.Any | None = None) -> int | bytes:
+        return self._wrap_ssl_read(len, buffer)
+
+    def recv(self, buflen: int = 1024, flags: int = 0) -> int | bytes:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to recv")
+        return self._wrap_ssl_read(buflen)
+
+    def recv_into(
+        self,
+        buffer: _WriteBuffer,
+        nbytes: int | None = None,
+        flags: int = 0,
+    ) -> None | int | bytes:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to recv_into")
+        if nbytes is None:
+            nbytes = len(buffer)
+        return self.read(nbytes, buffer)
+
+    def sendall(self, data: bytes, flags: int = 0) -> None:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to sendall")
+        count = 0
+        with memoryview(data) as view, view.cast("B") as byte_view:
+            amount = len(byte_view)
+            while count < amount:
+                v = self.send(byte_view[count:])
+                count += v
+
+    def send(self, data: bytes, flags: int = 0) -> int:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to send")
+        return self._ssl_io_loop(self.sslobj.write, data)
+
+    def makefile(
+        self,
+        mode: str,
+        buffering: int | None = None,
+        *,
+        encoding: str | None = None,
+        errors: str | None = None,
+        newline: str | None = None,
+    ) -> typing.BinaryIO | typing.TextIO | socket.SocketIO:
+        """
+        Python's httpclient uses makefile and buffered io when reading HTTP
+        messages and we need to support it.
+
+        This is unfortunately a copy and paste of socket.py makefile with small
+        changes to point to the socket directly.
+        """
+        if not set(mode) <= {"r", "w", "b"}:
+            raise ValueError(f"invalid mode {mode!r} (only r, w, b allowed)")
+
+        writing = "w" in mode
+        reading = "r" in mode or not writing
+        assert reading or writing
+        binary = "b" in mode
+        rawmode = ""
+        if reading:
+            rawmode += "r"
+        if writing:
+            rawmode += "w"
+        raw = socket.SocketIO(self, rawmode)  # type: ignore[arg-type]
+        self.socket._io_refs += 1  # type: ignore[attr-defined]
+        if buffering is None:
+            buffering = -1
+        if buffering < 0:
+            buffering = io.DEFAULT_BUFFER_SIZE
+        if buffering == 0:
+            if not binary:
+                raise ValueError("unbuffered streams must be binary")
+            return raw
+        buffer: typing.BinaryIO
+        if reading and writing:
+            buffer = io.BufferedRWPair(raw, raw, buffering)  # type: ignore[assignment]
+        elif reading:
+            buffer = io.BufferedReader(raw, buffering)
+        else:
+            assert writing
+            buffer = io.BufferedWriter(raw, buffering)
+        if binary:
+            return buffer
+        text = io.TextIOWrapper(buffer, encoding, errors, newline)
+        text.mode = mode  # type: ignore[misc]
+        return text
+
+    def unwrap(self) -> None:
+        self._ssl_io_loop(self.sslobj.unwrap)
+
+    def close(self) -> None:
+        self.socket.close()
+
+    @typing.overload
+    def getpeercert(
+        self, binary_form: typing.Literal[False] = ...
+    ) -> _TYPE_PEER_CERT_RET_DICT | None:
+        ...
+
+    @typing.overload
+    def getpeercert(self, binary_form: typing.Literal[True]) -> bytes | None:
+        ...
+
+    def getpeercert(self, binary_form: bool = False) -> _TYPE_PEER_CERT_RET:
+        return self.sslobj.getpeercert(binary_form)  # type: ignore[return-value]
+
+    def version(self) -> str | None:
+        return self.sslobj.version()
+
+    def cipher(self) -> tuple[str, str, int] | None:
+        return self.sslobj.cipher()
+
+    def selected_alpn_protocol(self) -> str | None:
+        return self.sslobj.selected_alpn_protocol()
+
+    def selected_npn_protocol(self) -> str | None:
+        return self.sslobj.selected_npn_protocol()
+
+    def shared_ciphers(self) -> list[tuple[str, str, int]] | None:
+        return self.sslobj.shared_ciphers()
+
+    def compression(self) -> str | None:
+        return self.sslobj.compression()
+
+    def settimeout(self, value: float | None) -> None:
+        self.socket.settimeout(value)
+
+    def gettimeout(self) -> float | None:
+        return self.socket.gettimeout()
+
+    def _decref_socketios(self) -> None:
+        self.socket._decref_socketios()  # type: ignore[attr-defined]
+
+    def _wrap_ssl_read(self, len: int, buffer: bytearray | None = None) -> int | bytes:
+        try:
+            return self._ssl_io_loop(self.sslobj.read, len, buffer)
+        except ssl.SSLError as e:
+            if e.errno == ssl.SSL_ERROR_EOF and self.suppress_ragged_eofs:
+                return 0  # eof, return 0.
+            else:
+                raise
+
+    # func is sslobj.do_handshake or sslobj.unwrap
+    @typing.overload
+    def _ssl_io_loop(self, func: typing.Callable[[], None]) -> None:
+        ...
+
+    # func is sslobj.write, arg1 is data
+    @typing.overload
+    def _ssl_io_loop(self, func: typing.Callable[[bytes], int], arg1: bytes) -> int:
+        ...
+
+    # func is sslobj.read, arg1 is len, arg2 is buffer
+    @typing.overload
+    def _ssl_io_loop(
+        self,
+        func: typing.Callable[[int, bytearray | None], bytes],
+        arg1: int,
+        arg2: bytearray | None,
+    ) -> bytes:
+        ...
+
+    def _ssl_io_loop(
+        self,
+        func: typing.Callable[..., _ReturnValue],
+        arg1: None | bytes | int = None,
+        arg2: bytearray | None = None,
+    ) -> _ReturnValue:
+        """Performs an I/O loop between incoming/outgoing and the socket."""
+        should_loop = True
+        ret = None
+
+        while should_loop:
+            errno = None
+            try:
+                if arg1 is None and arg2 is None:
+                    ret = func()
+                elif arg2 is None:
+                    ret = func(arg1)
+                else:
+                    ret = func(arg1, arg2)
+            except ssl.SSLError as e:
+                if e.errno not in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE):
+                    # WANT_READ, and WANT_WRITE are expected, others are not.
+                    raise e
+                errno = e.errno
+
+            buf = self.outgoing.read()
+            self.socket.sendall(buf)
+
+            if errno is None:
+                should_loop = False
+            elif errno == ssl.SSL_ERROR_WANT_READ:
+                buf = self.socket.recv(SSL_BLOCKSIZE)
+                if buf:
+                    self.incoming.write(buf)
+                else:
+                    self.incoming.write_eof()
+        return typing.cast(_ReturnValue, ret)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/timeout.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/timeout.py
new file mode 100644
index 000000000..4bb1be11d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/timeout.py
@@ -0,0 +1,275 @@
+from __future__ import annotations
+
+import time
+import typing
+from enum import Enum
+from socket import getdefaulttimeout
+
+from ..exceptions import TimeoutStateError
+
+if typing.TYPE_CHECKING:
+    from typing import Final
+
+
+class _TYPE_DEFAULT(Enum):
+    # This value should never be passed to socket.settimeout() so for safety we use a -1.
+    # socket.settimout() raises a ValueError for negative values.
+    token = -1
+
+
+_DEFAULT_TIMEOUT: Final[_TYPE_DEFAULT] = _TYPE_DEFAULT.token
+
+_TYPE_TIMEOUT = typing.Optional[typing.Union[float, _TYPE_DEFAULT]]
+
+
+class Timeout:
+    """Timeout configuration.
+
+    Timeouts can be defined as a default for a pool:
+
+    .. code-block:: python
+
+        import urllib3
+
+        timeout = urllib3.util.Timeout(connect=2.0, read=7.0)
+
+        http = urllib3.PoolManager(timeout=timeout)
+
+        resp = http.request("GET", "https://example.com/")
+
+        print(resp.status)
+
+    Or per-request (which overrides the default for the pool):
+
+    .. code-block:: python
+
+       response = http.request("GET", "https://example.com/", timeout=Timeout(10))
+
+    Timeouts can be disabled by setting all the parameters to ``None``:
+
+    .. code-block:: python
+
+       no_timeout = Timeout(connect=None, read=None)
+       response = http.request("GET", "https://example.com/", timeout=no_timeout)
+
+
+    :param total:
+        This combines the connect and read timeouts into one; the read timeout
+        will be set to the time leftover from the connect attempt. In the
+        event that both a connect timeout and a total are specified, or a read
+        timeout and a total are specified, the shorter timeout will be applied.
+
+        Defaults to None.
+
+    :type total: int, float, or None
+
+    :param connect:
+        The maximum amount of time (in seconds) to wait for a connection
+        attempt to a server to succeed. Omitting the parameter will default the
+        connect timeout to the system default, probably `the global default
+        timeout in socket.py
+        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
+        None will set an infinite timeout for connection attempts.
+
+    :type connect: int, float, or None
+
+    :param read:
+        The maximum amount of time (in seconds) to wait between consecutive
+        read operations for a response from the server. Omitting the parameter
+        will default the read timeout to the system default, probably `the
+        global default timeout in socket.py
+        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
+        None will set an infinite timeout.
+
+    :type read: int, float, or None
+
+    .. note::
+
+        Many factors can affect the total amount of time for urllib3 to return
+        an HTTP response.
+
+        For example, Python's DNS resolver does not obey the timeout specified
+        on the socket. Other factors that can affect total request time include
+        high CPU load, high swap, the program running at a low priority level,
+        or other behaviors.
+
+        In addition, the read and total timeouts only measure the time between
+        read operations on the socket connecting the client and the server,
+        not the total amount of time for the request to return a complete
+        response. For most requests, the timeout is raised because the server
+        has not sent the first byte in the specified time. This is not always
+        the case; if a server streams one byte every fifteen seconds, a timeout
+        of 20 seconds will not trigger, even though the request will take
+        several minutes to complete.
+    """
+
+    #: A sentinel object representing the default timeout value
+    DEFAULT_TIMEOUT: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT
+
+    def __init__(
+        self,
+        total: _TYPE_TIMEOUT = None,
+        connect: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        read: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+    ) -> None:
+        self._connect = self._validate_timeout(connect, "connect")
+        self._read = self._validate_timeout(read, "read")
+        self.total = self._validate_timeout(total, "total")
+        self._start_connect: float | None = None
+
+    def __repr__(self) -> str:
+        return f"{type(self).__name__}(connect={self._connect!r}, read={self._read!r}, total={self.total!r})"
+
+    # __str__ provided for backwards compatibility
+    __str__ = __repr__
+
+    @staticmethod
+    def resolve_default_timeout(timeout: _TYPE_TIMEOUT) -> float | None:
+        return getdefaulttimeout() if timeout is _DEFAULT_TIMEOUT else timeout
+
+    @classmethod
+    def _validate_timeout(cls, value: _TYPE_TIMEOUT, name: str) -> _TYPE_TIMEOUT:
+        """Check that a timeout attribute is valid.
+
+        :param value: The timeout value to validate
+        :param name: The name of the timeout attribute to validate. This is
+            used to specify in error messages.
+        :return: The validated and casted version of the given value.
+        :raises ValueError: If it is a numeric value less than or equal to
+            zero, or the type is not an integer, float, or None.
+        """
+        if value is None or value is _DEFAULT_TIMEOUT:
+            return value
+
+        if isinstance(value, bool):
+            raise ValueError(
+                "Timeout cannot be a boolean value. It must "
+                "be an int, float or None."
+            )
+        try:
+            float(value)
+        except (TypeError, ValueError):
+            raise ValueError(
+                "Timeout value %s was %s, but it must be an "
+                "int, float or None." % (name, value)
+            ) from None
+
+        try:
+            if value <= 0:
+                raise ValueError(
+                    "Attempted to set %s timeout to %s, but the "
+                    "timeout cannot be set to a value less "
+                    "than or equal to 0." % (name, value)
+                )
+        except TypeError:
+            raise ValueError(
+                "Timeout value %s was %s, but it must be an "
+                "int, float or None." % (name, value)
+            ) from None
+
+        return value
+
+    @classmethod
+    def from_float(cls, timeout: _TYPE_TIMEOUT) -> Timeout:
+        """Create a new Timeout from a legacy timeout value.
+
+        The timeout value used by httplib.py sets the same timeout on the
+        connect(), and recv() socket requests. This creates a :class:`Timeout`
+        object that sets the individual timeouts to the ``timeout`` value
+        passed to this function.
+
+        :param timeout: The legacy timeout value.
+        :type timeout: integer, float, :attr:`urllib3.util.Timeout.DEFAULT_TIMEOUT`, or None
+        :return: Timeout object
+        :rtype: :class:`Timeout`
+        """
+        return Timeout(read=timeout, connect=timeout)
+
+    def clone(self) -> Timeout:
+        """Create a copy of the timeout object
+
+        Timeout properties are stored per-pool but each request needs a fresh
+        Timeout object to ensure each one has its own start/stop configured.
+
+        :return: a copy of the timeout object
+        :rtype: :class:`Timeout`
+        """
+        # We can't use copy.deepcopy because that will also create a new object
+        # for _GLOBAL_DEFAULT_TIMEOUT, which socket.py uses as a sentinel to
+        # detect the user default.
+        return Timeout(connect=self._connect, read=self._read, total=self.total)
+
+    def start_connect(self) -> float:
+        """Start the timeout clock, used during a connect() attempt
+
+        :raises urllib3.exceptions.TimeoutStateError: if you attempt
+            to start a timer that has been started already.
+        """
+        if self._start_connect is not None:
+            raise TimeoutStateError("Timeout timer has already been started.")
+        self._start_connect = time.monotonic()
+        return self._start_connect
+
+    def get_connect_duration(self) -> float:
+        """Gets the time elapsed since the call to :meth:`start_connect`.
+
+        :return: Elapsed time in seconds.
+        :rtype: float
+        :raises urllib3.exceptions.TimeoutStateError: if you attempt
+            to get duration for a timer that hasn't been started.
+        """
+        if self._start_connect is None:
+            raise TimeoutStateError(
+                "Can't get connect duration for timer that has not started."
+            )
+        return time.monotonic() - self._start_connect
+
+    @property
+    def connect_timeout(self) -> _TYPE_TIMEOUT:
+        """Get the value to use when setting a connection timeout.
+
+        This will be a positive float or integer, the value None
+        (never timeout), or the default system timeout.
+
+        :return: Connect timeout.
+        :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
+        """
+        if self.total is None:
+            return self._connect
+
+        if self._connect is None or self._connect is _DEFAULT_TIMEOUT:
+            return self.total
+
+        return min(self._connect, self.total)  # type: ignore[type-var]
+
+    @property
+    def read_timeout(self) -> float | None:
+        """Get the value for the read timeout.
+
+        This assumes some time has elapsed in the connection timeout and
+        computes the read timeout appropriately.
+
+        If self.total is set, the read timeout is dependent on the amount of
+        time taken by the connect timeout. If the connection time has not been
+        established, a :exc:`~urllib3.exceptions.TimeoutStateError` will be
+        raised.
+
+        :return: Value to use for the read timeout.
+        :rtype: int, float or None
+        :raises urllib3.exceptions.TimeoutStateError: If :meth:`start_connect`
+            has not yet been called on this object.
+        """
+        if (
+            self.total is not None
+            and self.total is not _DEFAULT_TIMEOUT
+            and self._read is not None
+            and self._read is not _DEFAULT_TIMEOUT
+        ):
+            # In case the connect timeout has not yet been established.
+            if self._start_connect is None:
+                return self._read
+            return max(0, min(self.total - self.get_connect_duration(), self._read))
+        elif self.total is not None and self.total is not _DEFAULT_TIMEOUT:
+            return max(0, self.total - self.get_connect_duration())
+        else:
+            return self.resolve_default_timeout(self._read)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/url.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/url.py
new file mode 100644
index 000000000..d53ea932a
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/url.py
@@ -0,0 +1,471 @@
+from __future__ import annotations
+
+import re
+import typing
+
+from ..exceptions import LocationParseError
+from .util import to_str
+
+# We only want to normalize urls with an HTTP(S) scheme.
+# urllib3 infers URLs without a scheme (None) to be http.
+_NORMALIZABLE_SCHEMES = ("http", "https", None)
+
+# Almost all of these patterns were derived from the
+# 'rfc3986' module: https://github.com/python-hyper/rfc3986
+_PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
+_SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
+_URI_RE = re.compile(
+    r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
+    r"(?://([^\\/?#]*))?"
+    r"([^?#]*)"
+    r"(?:\?([^#]*))?"
+    r"(?:#(.*))?$",
+    re.UNICODE | re.DOTALL,
+)
+
+_IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
+_HEX_PAT = "[0-9A-Fa-f]{1,4}"
+_LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=_HEX_PAT, ipv4=_IPV4_PAT)
+_subs = {"hex": _HEX_PAT, "ls32": _LS32_PAT}
+_variations = [
+    #                            6( h16 ":" ) ls32
+    "(?:%(hex)s:){6}%(ls32)s",
+    #                       "::" 5( h16 ":" ) ls32
+    "::(?:%(hex)s:){5}%(ls32)s",
+    # [               h16 ] "::" 4( h16 ":" ) ls32
+    "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
+    # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
+    "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
+    # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
+    "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
+    # [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
+    "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
+    # [ *4( h16 ":" ) h16 ] "::"              ls32
+    "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
+    # [ *5( h16 ":" ) h16 ] "::"              h16
+    "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
+    # [ *6( h16 ":" ) h16 ] "::"
+    "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
+]
+
+_UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._\-~"
+_IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
+_ZONE_ID_PAT = "(?:%25|%)(?:[" + _UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
+_IPV6_ADDRZ_PAT = r"\[" + _IPV6_PAT + r"(?:" + _ZONE_ID_PAT + r")?\]"
+_REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
+_TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
+
+_IPV4_RE = re.compile("^" + _IPV4_PAT + "$")
+_IPV6_RE = re.compile("^" + _IPV6_PAT + "$")
+_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT + "$")
+_BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT[2:-2] + "$")
+_ZONE_ID_RE = re.compile("(" + _ZONE_ID_PAT + r")\]$")
+
+_HOST_PORT_PAT = ("^(%s|%s|%s)(?::0*?(|0|[1-9][0-9]{0,4}))?$") % (
+    _REG_NAME_PAT,
+    _IPV4_PAT,
+    _IPV6_ADDRZ_PAT,
+)
+_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
+
+_UNRESERVED_CHARS = set(
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
+)
+_SUB_DELIM_CHARS = set("!$&'()*+,;=")
+_USERINFO_CHARS = _UNRESERVED_CHARS | _SUB_DELIM_CHARS | {":"}
+_PATH_CHARS = _USERINFO_CHARS | {"@", "/"}
+_QUERY_CHARS = _FRAGMENT_CHARS = _PATH_CHARS | {"?"}
+
+
+class Url(
+    typing.NamedTuple(
+        "Url",
+        [
+            ("scheme", typing.Optional[str]),
+            ("auth", typing.Optional[str]),
+            ("host", typing.Optional[str]),
+            ("port", typing.Optional[int]),
+            ("path", typing.Optional[str]),
+            ("query", typing.Optional[str]),
+            ("fragment", typing.Optional[str]),
+        ],
+    )
+):
+    """
+    Data structure for representing an HTTP URL. Used as a return value for
+    :func:`parse_url`. Both the scheme and host are normalized as they are
+    both case-insensitive according to RFC 3986.
+    """
+
+    def __new__(  # type: ignore[no-untyped-def]
+        cls,
+        scheme: str | None = None,
+        auth: str | None = None,
+        host: str | None = None,
+        port: int | None = None,
+        path: str | None = None,
+        query: str | None = None,
+        fragment: str | None = None,
+    ):
+        if path and not path.startswith("/"):
+            path = "/" + path
+        if scheme is not None:
+            scheme = scheme.lower()
+        return super().__new__(cls, scheme, auth, host, port, path, query, fragment)
+
+    @property
+    def hostname(self) -> str | None:
+        """For backwards-compatibility with urlparse. We're nice like that."""
+        return self.host
+
+    @property
+    def request_uri(self) -> str:
+        """Absolute path including the query string."""
+        uri = self.path or "/"
+
+        if self.query is not None:
+            uri += "?" + self.query
+
+        return uri
+
+    @property
+    def authority(self) -> str | None:
+        """
+        Authority component as defined in RFC 3986 3.2.
+        This includes userinfo (auth), host and port.
+
+        i.e.
+            userinfo@host:port
+        """
+        userinfo = self.auth
+        netloc = self.netloc
+        if netloc is None or userinfo is None:
+            return netloc
+        else:
+            return f"{userinfo}@{netloc}"
+
+    @property
+    def netloc(self) -> str | None:
+        """
+        Network location including host and port.
+
+        If you need the equivalent of urllib.parse's ``netloc``,
+        use the ``authority`` property instead.
+        """
+        if self.host is None:
+            return None
+        if self.port:
+            return f"{self.host}:{self.port}"
+        return self.host
+
+    @property
+    def url(self) -> str:
+        """
+        Convert self into a url
+
+        This function should more or less round-trip with :func:`.parse_url`. The
+        returned url may not be exactly the same as the url inputted to
+        :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
+        with a blank port will have : removed).
+
+        Example:
+
+        .. code-block:: python
+
+            import urllib3
+
+            U = urllib3.util.parse_url("https://google.com/mail/")
+
+            print(U.url)
+            # "https://google.com/mail/"
+
+            print( urllib3.util.Url("https", "username:password",
+                                    "host.com", 80, "/path", "query", "fragment"
+                                    ).url
+                )
+            # "https://username:password@host.com:80/path?query#fragment"
+        """
+        scheme, auth, host, port, path, query, fragment = self
+        url = ""
+
+        # We use "is not None" we want things to happen with empty strings (or 0 port)
+        if scheme is not None:
+            url += scheme + "://"
+        if auth is not None:
+            url += auth + "@"
+        if host is not None:
+            url += host
+        if port is not None:
+            url += ":" + str(port)
+        if path is not None:
+            url += path
+        if query is not None:
+            url += "?" + query
+        if fragment is not None:
+            url += "#" + fragment
+
+        return url
+
+    def __str__(self) -> str:
+        return self.url
+
+
+@typing.overload
+def _encode_invalid_chars(
+    component: str, allowed_chars: typing.Container[str]
+) -> str:  # Abstract
+    ...
+
+
+@typing.overload
+def _encode_invalid_chars(
+    component: None, allowed_chars: typing.Container[str]
+) -> None:  # Abstract
+    ...
+
+
+def _encode_invalid_chars(
+    component: str | None, allowed_chars: typing.Container[str]
+) -> str | None:
+    """Percent-encodes a URI component without reapplying
+    onto an already percent-encoded component.
+    """
+    if component is None:
+        return component
+
+    component = to_str(component)
+
+    # Normalize existing percent-encoded bytes.
+    # Try to see if the component we're encoding is already percent-encoded
+    # so we can skip all '%' characters but still encode all others.
+    component, percent_encodings = _PERCENT_RE.subn(
+        lambda match: match.group(0).upper(), component
+    )
+
+    uri_bytes = component.encode("utf-8", "surrogatepass")
+    is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
+    encoded_component = bytearray()
+
+    for i in range(0, len(uri_bytes)):
+        # Will return a single character bytestring
+        byte = uri_bytes[i : i + 1]
+        byte_ord = ord(byte)
+        if (is_percent_encoded and byte == b"%") or (
+            byte_ord < 128 and byte.decode() in allowed_chars
+        ):
+            encoded_component += byte
+            continue
+        encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
+
+    return encoded_component.decode()
+
+
+def _remove_path_dot_segments(path: str) -> str:
+    # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
+    segments = path.split("/")  # Turn the path into a list of segments
+    output = []  # Initialize the variable to use to store output
+
+    for segment in segments:
+        # '.' is the current directory, so ignore it, it is superfluous
+        if segment == ".":
+            continue
+        # Anything other than '..', should be appended to the output
+        if segment != "..":
+            output.append(segment)
+        # In this case segment == '..', if we can, we should pop the last
+        # element
+        elif output:
+            output.pop()
+
+    # If the path starts with '/' and the output is empty or the first string
+    # is non-empty
+    if path.startswith("/") and (not output or output[0]):
+        output.insert(0, "")
+
+    # If the path starts with '/.' or '/..' ensure we add one more empty
+    # string to add a trailing '/'
+    if path.endswith(("/.", "/..")):
+        output.append("")
+
+    return "/".join(output)
+
+
+@typing.overload
+def _normalize_host(host: None, scheme: str | None) -> None:
+    ...
+
+
+@typing.overload
+def _normalize_host(host: str, scheme: str | None) -> str:
+    ...
+
+
+def _normalize_host(host: str | None, scheme: str | None) -> str | None:
+    if host:
+        if scheme in _NORMALIZABLE_SCHEMES:
+            is_ipv6 = _IPV6_ADDRZ_RE.match(host)
+            if is_ipv6:
+                # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
+                # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
+                # separator as necessary to return a valid RFC 4007 scoped IP.
+                match = _ZONE_ID_RE.search(host)
+                if match:
+                    start, end = match.span(1)
+                    zone_id = host[start:end]
+
+                    if zone_id.startswith("%25") and zone_id != "%25":
+                        zone_id = zone_id[3:]
+                    else:
+                        zone_id = zone_id[1:]
+                    zone_id = _encode_invalid_chars(zone_id, _UNRESERVED_CHARS)
+                    return f"{host[:start].lower()}%{zone_id}{host[end:]}"
+                else:
+                    return host.lower()
+            elif not _IPV4_RE.match(host):
+                return to_str(
+                    b".".join([_idna_encode(label) for label in host.split(".")]),
+                    "ascii",
+                )
+    return host
+
+
+def _idna_encode(name: str) -> bytes:
+    if not name.isascii():
+        try:
+            import idna
+        except ImportError:
+            raise LocationParseError(
+                "Unable to parse URL without the 'idna' module"
+            ) from None
+
+        try:
+            return idna.encode(name.lower(), strict=True, std3_rules=True)
+        except idna.IDNAError:
+            raise LocationParseError(
+                f"Name '{name}' is not a valid IDNA label"
+            ) from None
+
+    return name.lower().encode("ascii")
+
+
+def _encode_target(target: str) -> str:
+    """Percent-encodes a request target so that there are no invalid characters
+
+    Pre-condition for this function is that 'target' must start with '/'.
+    If that is the case then _TARGET_RE will always produce a match.
+    """
+    match = _TARGET_RE.match(target)
+    if not match:  # Defensive:
+        raise LocationParseError(f"{target!r} is not a valid request URI")
+
+    path, query = match.groups()
+    encoded_target = _encode_invalid_chars(path, _PATH_CHARS)
+    if query is not None:
+        query = _encode_invalid_chars(query, _QUERY_CHARS)
+        encoded_target += "?" + query
+    return encoded_target
+
+
+def parse_url(url: str) -> Url:
+    """
+    Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
+    performed to parse incomplete urls. Fields not provided will be None.
+    This parser is RFC 3986 and RFC 6874 compliant.
+
+    The parser logic and helper functions are based heavily on
+    work done in the ``rfc3986`` module.
+
+    :param str url: URL to parse into a :class:`.Url` namedtuple.
+
+    Partly backwards-compatible with :mod:`urllib.parse`.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        print( urllib3.util.parse_url('http://google.com/mail/'))
+        # Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
+
+        print( urllib3.util.parse_url('google.com:80'))
+        # Url(scheme=None, host='google.com', port=80, path=None, ...)
+
+        print( urllib3.util.parse_url('/foo?bar'))
+        # Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
+    """
+    if not url:
+        # Empty
+        return Url()
+
+    source_url = url
+    if not _SCHEME_RE.search(url):
+        url = "//" + url
+
+    scheme: str | None
+    authority: str | None
+    auth: str | None
+    host: str | None
+    port: str | None
+    port_int: int | None
+    path: str | None
+    query: str | None
+    fragment: str | None
+
+    try:
+        scheme, authority, path, query, fragment = _URI_RE.match(url).groups()  # type: ignore[union-attr]
+        normalize_uri = scheme is None or scheme.lower() in _NORMALIZABLE_SCHEMES
+
+        if scheme:
+            scheme = scheme.lower()
+
+        if authority:
+            auth, _, host_port = authority.rpartition("@")
+            auth = auth or None
+            host, port = _HOST_PORT_RE.match(host_port).groups()  # type: ignore[union-attr]
+            if auth and normalize_uri:
+                auth = _encode_invalid_chars(auth, _USERINFO_CHARS)
+            if port == "":
+                port = None
+        else:
+            auth, host, port = None, None, None
+
+        if port is not None:
+            port_int = int(port)
+            if not (0 <= port_int <= 65535):
+                raise LocationParseError(url)
+        else:
+            port_int = None
+
+        host = _normalize_host(host, scheme)
+
+        if normalize_uri and path:
+            path = _remove_path_dot_segments(path)
+            path = _encode_invalid_chars(path, _PATH_CHARS)
+        if normalize_uri and query:
+            query = _encode_invalid_chars(query, _QUERY_CHARS)
+        if normalize_uri and fragment:
+            fragment = _encode_invalid_chars(fragment, _FRAGMENT_CHARS)
+
+    except (ValueError, AttributeError) as e:
+        raise LocationParseError(source_url) from e
+
+    # For the sake of backwards compatibility we put empty
+    # string values for path if there are any defined values
+    # beyond the path in the URL.
+    # TODO: Remove this when we break backwards compatibility.
+    if not path:
+        if query is not None or fragment is not None:
+            path = ""
+        else:
+            path = None
+
+    return Url(
+        scheme=scheme,
+        auth=auth,
+        host=host,
+        port=port_int,
+        path=path,
+        query=query,
+        fragment=fragment,
+    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/util.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/util.py
new file mode 100644
index 000000000..35c77e402
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/util.py
@@ -0,0 +1,42 @@
+from __future__ import annotations
+
+import typing
+from types import TracebackType
+
+
+def to_bytes(
+    x: str | bytes, encoding: str | None = None, errors: str | None = None
+) -> bytes:
+    if isinstance(x, bytes):
+        return x
+    elif not isinstance(x, str):
+        raise TypeError(f"not expecting type {type(x).__name__}")
+    if encoding or errors:
+        return x.encode(encoding or "utf-8", errors=errors or "strict")
+    return x.encode()
+
+
+def to_str(
+    x: str | bytes, encoding: str | None = None, errors: str | None = None
+) -> str:
+    if isinstance(x, str):
+        return x
+    elif not isinstance(x, bytes):
+        raise TypeError(f"not expecting type {type(x).__name__}")
+    if encoding or errors:
+        return x.decode(encoding or "utf-8", errors=errors or "strict")
+    return x.decode()
+
+
+def reraise(
+    tp: type[BaseException] | None,
+    value: BaseException,
+    tb: TracebackType | None = None,
+) -> typing.NoReturn:
+    try:
+        if value.__traceback__ is not tb:
+            raise value.with_traceback(tb)
+        raise value
+    finally:
+        value = None  # type: ignore[assignment]
+        tb = None
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/wait.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/wait.py
new file mode 100644
index 000000000..aeca0c7ad
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/wait.py
@@ -0,0 +1,124 @@
+from __future__ import annotations
+
+import select
+import socket
+from functools import partial
+
+__all__ = ["wait_for_read", "wait_for_write"]
+
+
+# How should we wait on sockets?
+#
+# There are two types of APIs you can use for waiting on sockets: the fancy
+# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
+# select/poll. The stateful APIs are more efficient when you have a lots of
+# sockets to keep track of, because you can set them up once and then use them
+# lots of times. But we only ever want to wait on a single socket at a time
+# and don't want to keep track of state, so the stateless APIs are actually
+# more efficient. So we want to use select() or poll().
+#
+# Now, how do we choose between select() and poll()? On traditional Unixes,
+# select() has a strange calling convention that makes it slow, or fail
+# altogether, for high-numbered file descriptors. The point of poll() is to fix
+# that, so on Unixes, we prefer poll().
+#
+# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
+# for it), but that's OK, because on Windows, select() doesn't have this
+# strange calling convention; plain select() works fine.
+#
+# So: on Windows we use select(), and everywhere else we use poll(). We also
+# fall back to select() in case poll() is somehow broken or missing.
+
+
+def select_wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    rcheck = []
+    wcheck = []
+    if read:
+        rcheck.append(sock)
+    if write:
+        wcheck.append(sock)
+    # When doing a non-blocking connect, most systems signal success by
+    # marking the socket writable. Windows, though, signals success by marked
+    # it as "exceptional". We paper over the difference by checking the write
+    # sockets for both conditions. (The stdlib selectors module does the same
+    # thing.)
+    fn = partial(select.select, rcheck, wcheck, wcheck)
+    rready, wready, xready = fn(timeout)
+    return bool(rready or wready or xready)
+
+
+def poll_wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    mask = 0
+    if read:
+        mask |= select.POLLIN
+    if write:
+        mask |= select.POLLOUT
+    poll_obj = select.poll()
+    poll_obj.register(sock, mask)
+
+    # For some reason, poll() takes timeout in milliseconds
+    def do_poll(t: float | None) -> list[tuple[int, int]]:
+        if t is not None:
+            t *= 1000
+        return poll_obj.poll(t)
+
+    return bool(do_poll(timeout))
+
+
+def _have_working_poll() -> bool:
+    # Apparently some systems have a select.poll that fails as soon as you try
+    # to use it, either due to strange configuration or broken monkeypatching
+    # from libraries like eventlet/greenlet.
+    try:
+        poll_obj = select.poll()
+        poll_obj.poll(0)
+    except (AttributeError, OSError):
+        return False
+    else:
+        return True
+
+
+def wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    # We delay choosing which implementation to use until the first time we're
+    # called. We could do it at import time, but then we might make the wrong
+    # decision if someone goes wild with monkeypatching select.poll after
+    # we're imported.
+    global wait_for_socket
+    if _have_working_poll():
+        wait_for_socket = poll_wait_for_socket
+    elif hasattr(select, "select"):
+        wait_for_socket = select_wait_for_socket
+    return wait_for_socket(sock, read, write, timeout)
+
+
+def wait_for_read(sock: socket.socket, timeout: float | None = None) -> bool:
+    """Waits for reading to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, read=True, timeout=timeout)
+
+
+def wait_for_write(sock: socket.socket, timeout: float | None = None) -> bool:
+    """Waits for writing to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, write=True, timeout=timeout)
diff --git a/eventbridge-lambda-bedrock/functions/layers/requirements.txt b/eventbridge-lambda-bedrock/functions/layers/requirements.txt
new file mode 100644
index 000000000..63c4ec34e
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/layers/requirements.txt
@@ -0,0 +1 @@
+opensearch-py
diff --git a/eventbridge-lambda-bedrock/functions/sync_bedrock_kb.py b/eventbridge-lambda-bedrock/functions/sync_bedrock_kb.py
new file mode 100644
index 000000000..432dbb93c
--- /dev/null
+++ b/eventbridge-lambda-bedrock/functions/sync_bedrock_kb.py
@@ -0,0 +1,26 @@
+import json
+import os
+import boto3
+
+def lambda_handler(event, context):
+    
+    bedrock_agent_client = boto3.client('bedrock-agent')
+
+    # Specify the Knowledge Base ID
+    knowledge_base_id = os.environ['KNOWLEDGE_BASE_ID']
+    data_source_id = os.environ['DATA_SOURCE_ID']
+
+    response = bedrock_agent_client.start_ingestion_job(
+        dataSourceId=data_source_id,
+        description=f"Scheduled Knowledge Base Sync - {event['time']}",
+        knowledgeBaseId=knowledge_base_id
+    )
+    message = f"Ingestion job with ID: {response['ingestionJob']['ingestionJobId']} started at {response['ingestionJob']['startedAt'] } with current status:{response['ingestionJob']['status']}"
+    # Print the sync job ID
+    print(message)
+    return {
+        'statusCode': 200,
+        'body': json.dumps({
+            'result': message
+        })
+    }   
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/requirements-dev.txt b/eventbridge-lambda-bedrock/requirements-dev.txt
new file mode 100644
index 000000000..927094516
--- /dev/null
+++ b/eventbridge-lambda-bedrock/requirements-dev.txt
@@ -0,0 +1 @@
+pytest==6.2.5
diff --git a/eventbridge-lambda-bedrock/requirements.txt b/eventbridge-lambda-bedrock/requirements.txt
new file mode 100644
index 000000000..504b5d2dc
--- /dev/null
+++ b/eventbridge-lambda-bedrock/requirements.txt
@@ -0,0 +1,5 @@
+aws-cdk-lib==2.148.0
+constructs>=10.0.0,<11.0.0
+opensearch-py
+crhelper
+boto3
diff --git a/eventbridge-lambda-bedrock/source.bat b/eventbridge-lambda-bedrock/source.bat
new file mode 100644
index 000000000..9e1a83442
--- /dev/null
+++ b/eventbridge-lambda-bedrock/source.bat
@@ -0,0 +1,13 @@
+@echo off
+
+rem The sole purpose of this script is to make the command
+rem
+rem     source .venv/bin/activate
+rem
+rem (which activates a Python virtualenv on Linux or Mac OS X) work on Windows.
+rem On Windows, this command just runs this batch file (the argument is ignored).
+rem
+rem Now we don't need to document a Windows command for activating a virtualenv.
+
+echo Executing .venv\Scripts\activate.bat for you
+.venv\Scripts\activate.bat
diff --git a/eventbridge-lambda-bedrock/stacks/__init__.py b/eventbridge-lambda-bedrock/stacks/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_logging.py b/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_logging.py
new file mode 100644
index 000000000..98a366a41
--- /dev/null
+++ b/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_logging.py
@@ -0,0 +1,40 @@
+from aws_cdk import (
+    Duration,
+    Stack,
+    aws_iam as iam,
+    aws_lambda as _lambda,
+    aws_scheduler as scheduler,
+    aws_sqs as sqs,
+    aws_logs as logs,
+)
+from constructs import Construct
+
+class KnowledgeBaseLoggingStack(Stack):
+
+    def __init__(self, scope: Construct, construct_id: str, stack_suffix,
+                 knowledge_base_id,
+                 **kwargs) -> None:
+        super().__init__(scope, construct_id, **kwargs)
+
+        cfn_log_group = logs.CfnLogGroup(self, "MyCfnLogGroup",
+            log_group_name=f"BedrockKnowledgeBase-{knowledge_base_id}",
+            retention_in_days=14,
+        )
+
+        delivery_source_name = "bedrock_kb_log_delivery_source"
+
+        cfn_delivery_destination = logs.CfnDeliveryDestination(self, "BedrockKBDeliveryDestination",
+            name="BedrockKBDeliveryDestination",
+            destination_resource_arn=cfn_log_group.attr_arn
+        )
+        cfn_delivery_source = logs.CfnDeliverySource(self, "BedrockKBDeliverySource",
+            name=delivery_source_name,
+            log_type="APPLICATION_LOGS",
+            resource_arn=f"arn:aws:bedrock:{self.region}:{self.account}:knowledge-base/{knowledge_base_id}"
+        )
+        
+        cfn_delivery = logs.CfnDelivery(self, "BedrockKBDelivery",
+            delivery_destination_arn=cfn_delivery_destination.attr_arn,
+            delivery_source_name=cfn_delivery_source.name,
+        )
+        self.cloudwatch_log_tail_command = 
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_stack.py b/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_stack.py
new file mode 100644
index 000000000..35c6882ac
--- /dev/null
+++ b/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_stack.py
@@ -0,0 +1,85 @@
+import json
+from aws_cdk import (
+    Stack,
+    aws_bedrock as bedrock,
+    aws_s3 as s3,
+    aws_opensearchserverless as aoss,
+    aws_iam as iam,
+)
+from constructs import Construct
+
+class BedrockKnowledgebaseStack(Stack):
+    def __init__(self, scope: Construct, construct_id: str,
+                 stack_suffix,
+                 cfn_aoss_collection_arn,
+                 index_name,
+                 bedrock_kb_service_role_arn,
+                 **kwargs) -> None:
+        super().__init__(scope, construct_id, **kwargs)
+
+        #setup variables for use in constructs
+        BEDROCK_KNOWLEDGEBASE_PARAMS = self.node.try_get_context('bedrock_knowledgebase_params')
+        embedding_model_id = BEDROCK_KNOWLEDGEBASE_PARAMS['embedding_model_id']
+        embedding_model_arn = f"arn:aws:bedrock:{self.region}::foundation-model/{embedding_model_id}"
+        metadata_field = BEDROCK_KNOWLEDGEBASE_PARAMS['vector_index_metadata_field']
+        text_field = BEDROCK_KNOWLEDGEBASE_PARAMS['vector_index_text_field']
+        vector_field = BEDROCK_KNOWLEDGEBASE_PARAMS['vector_index_vector_field']
+        s3_bucket_name = f"{BEDROCK_KNOWLEDGEBASE_PARAMS['s3_bucket_name_prefix']}-{stack_suffix.lower()}"
+
+        #Create an S3 bucket to store the data files needed for RAG Knowledge Base
+        knowledgebase_datasource_bucket = s3.Bucket(
+            self,
+            "KBDataSourceS3Bucket",
+            bucket_name=s3_bucket_name,
+            public_read_access=False
+        )
+                                  
+        #Create the Bedrock Knowledge Base with the s3 bucket as knowledge base
+        bedrock_knowledgebase = bedrock.CfnKnowledgeBase(self, "BedrockKB",
+            name=f"knowledge-base-{stack_suffix}",
+            knowledge_base_configuration=bedrock.CfnKnowledgeBase.KnowledgeBaseConfigurationProperty(
+                type="VECTOR",
+                vector_knowledge_base_configuration=bedrock.CfnKnowledgeBase.VectorKnowledgeBaseConfigurationProperty(
+                    embedding_model_arn=f"{embedding_model_arn}"
+                )
+            ),
+            role_arn=bedrock_kb_service_role_arn,            
+            storage_configuration=bedrock.CfnKnowledgeBase.StorageConfigurationProperty(
+                type="OPENSEARCH_SERVERLESS",
+                # the properties below are optional
+                opensearch_serverless_configuration=bedrock.CfnKnowledgeBase.OpenSearchServerlessConfigurationProperty(
+                    collection_arn=cfn_aoss_collection_arn,
+                    vector_index_name=index_name,
+                    field_mapping=bedrock.CfnKnowledgeBase.OpenSearchServerlessFieldMappingProperty(
+                        metadata_field=metadata_field,
+                        text_field=text_field,
+                        vector_field=vector_field
+                    )
+                )
+            ),
+            description="RAG Knowledge Base for Amazon Bedrock"
+        )
+        
+        #Add a KB datasource with S3 datasource configuration
+        knowledgebase_datasource = bedrock.CfnDataSource(self, "BedrockKBDataSource",
+            name=f"bedrock_kb_datasource-{stack_suffix}",
+            description="Bedrock Knowledgebase DataSource Configuration",
+            data_source_configuration=bedrock.CfnDataSource.DataSourceConfigurationProperty(
+                s3_configuration=bedrock.CfnDataSource.S3DataSourceConfigurationProperty(
+                    bucket_arn=knowledgebase_datasource_bucket.bucket_arn,
+                ),
+                type="S3"
+            ),
+            vector_ingestion_configuration=bedrock.CfnDataSource.VectorIngestionConfigurationProperty (
+                chunking_configuration=bedrock.CfnDataSource.ChunkingConfigurationProperty(
+                    chunking_strategy="FIXED_SIZE",
+                    fixed_size_chunking_configuration=bedrock.CfnDataSource.FixedSizeChunkingConfigurationProperty(
+                        max_tokens=1024,
+                        overlap_percentage=30
+                    )
+                )
+            ),
+            knowledge_base_id=bedrock_knowledgebase.attr_knowledge_base_id,
+        )
+        self.knowledge_base_id = bedrock_knowledgebase.attr_knowledge_base_id
+        self.knowledgebase_datasource_id = knowledgebase_datasource.attr_data_source_id
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/stacks/bedrock_service_role_stack.py b/eventbridge-lambda-bedrock/stacks/bedrock_service_role_stack.py
new file mode 100644
index 000000000..63ad8d91d
--- /dev/null
+++ b/eventbridge-lambda-bedrock/stacks/bedrock_service_role_stack.py
@@ -0,0 +1,73 @@
+import json
+from aws_cdk import (
+    Stack,
+    aws_opensearchserverless as aoss,
+    aws_iam as iam,
+)
+from constructs import Construct
+
+class BedrockServiceRoleStack(Stack):
+    def __init__(self, scope: Construct, construct_id: str,
+                 stack_suffix,
+                 **kwargs) -> None:
+        super().__init__(scope, construct_id, **kwargs)
+
+        #setup variables for use in constructs
+        BEDROCK_KNOWLEDGEBASE_PARAMS = self.node.try_get_context('bedrock_knowledgebase_params')
+        s3_bucket_name = f"{BEDROCK_KNOWLEDGEBASE_PARAMS['s3_bucket_name_prefix']}-{stack_suffix.lower()}"
+
+        #Create an IAM Service Role for Bedrock Knowledge Base
+        bedrock_kb_service_role = iam.Role(self, "BedrockKBServiceRole",
+            role_name="BedrockKBServiceRole",
+            inline_policies={
+                "StartIngestionJob": iam.PolicyDocument(
+                    statements=[
+                        iam.PolicyStatement(
+                            actions=["bedrock:StartIngestionJob"],
+                            resources=["*"]
+                        )
+                    ]
+                ),
+                "EmbeddingModelAccess": iam.PolicyDocument(
+                    statements=[
+                        iam.PolicyStatement(
+                            actions=["bedrock:InvokeModel"],
+                            resources=[f"arn:aws:bedrock:{self.region}::foundation-model/*"]
+                        )
+                    ]
+                ),
+                "S3DataSourceAccess": iam.PolicyDocument(
+                    statements=[
+                        iam.PolicyStatement(
+                            actions=["s3:GetObject", "s3:ListBucket"],
+                            resources=[f"arn:aws:s3:::{s3_bucket_name}", f"arn:aws:s3:::{s3_bucket_name}/*"],
+                            conditions={
+                                "StringEquals": {
+                                    "aws:PrincipalAcccount":self.account
+                                }
+                            }
+                        )
+                    ]
+                ),
+                "OpenSearchServerlessAccess": iam.PolicyDocument(
+                    statements=[
+                        iam.PolicyStatement(
+                            actions=["aoss:APIAccessAll"],
+                            resources=[f"arn:aws:aoss:{self.region}:{self.account}:collection/*"]
+                        )
+                    ]
+                )
+            },
+            assumed_by=iam.ServicePrincipal("bedrock.amazonaws.com",
+                conditions={
+                    "StringEquals": {
+                        "aws:SourceAccount": self.account
+                    },
+                    "ArnLike": {
+                        "aws:SourceArn": f"arn:aws:bedrock:{self.region}:{self.account}:knowledge-base/*"
+                    }
+                }
+            )
+        )
+        self.bedrock_kb_service_role_arn = bedrock_kb_service_role.role_arn
+
diff --git a/eventbridge-lambda-bedrock/stacks/ingestion_job_resources_stack.py b/eventbridge-lambda-bedrock/stacks/ingestion_job_resources_stack.py
new file mode 100644
index 000000000..3e2725a78
--- /dev/null
+++ b/eventbridge-lambda-bedrock/stacks/ingestion_job_resources_stack.py
@@ -0,0 +1,97 @@
+from aws_cdk import (
+    Duration,
+    Stack,
+    aws_iam as iam,
+    aws_lambda as _lambda,
+    aws_scheduler as scheduler,
+    aws_sqs as sqs,
+    aws_logs as logs,
+)
+from constructs import Construct
+
+class IngestionJobResourcesStack(Stack):
+
+    def __init__(self, scope: Construct, construct_id: str, stack_suffix,
+                 knowledge_base_id, 
+                 data_source_id, **kwargs) -> None:
+        super().__init__(scope, construct_id, **kwargs)
+
+        admin_role_name = self.node.try_get_context('admin_role_name')
+        admin_role_arn = f"arn:aws:iam::{self.account}:role/{admin_role_name}"
+        
+        dead_letter_queue = sqs.Queue(
+            self, "BedrockKBDataSourceSyncDLQ",
+            queue_name=f"BedrockKBDatSourceSyncDLQ-{stack_suffix}",
+            retention_period=Duration.days(14),
+            visibility_timeout=Duration.seconds(120),
+        )
+        dead_letter_queue.add_to_resource_policy(
+            iam.PolicyStatement(
+                actions=["sqs:*"],
+                effect=iam.Effect.ALLOW,
+                resources=[dead_letter_queue.queue_arn],
+                principals=[iam.ArnPrincipal(
+                    admin_role_arn
+                )]
+            )   
+        )
+        dead_letter_queue.add_to_resource_policy(
+            iam.PolicyStatement(
+                actions=["sqs:SendMessage"],
+                effect=iam.Effect.ALLOW,
+                resources=[dead_letter_queue.queue_arn],
+                principals=[iam.ServicePrincipal(
+                    "scheduler.amazonaws.com"
+                )]
+            )
+        )
+
+        #Create an IAM Service Role for Bedrock Knowledge Base
+        eventbridge_scheduler_role = iam.Role(self, "EventBridgeSchedulerRole",
+            role_name="EventBridgeSchedulerRole",
+            inline_policies={
+                "BedrockKBSyncPolicy": iam.PolicyDocument(
+                    statements=[
+                        iam.PolicyStatement(
+                            actions=["bedrock:StartIngestionJob"],
+                            resources=["*"]
+                        ),
+                        iam.PolicyStatement(
+                            actions=["sqs:SendMessage"],
+                            resources=[
+                                dead_letter_queue.queue_arn
+                            ]
+                        )
+                    ]
+                )
+            },
+            assumed_by=iam.ServicePrincipal("scheduler.amazonaws.com",
+                conditions={
+                    "StringEquals": {
+                        "aws:SourceAccount": self.account
+                    }
+                }
+            )
+        )
+        
+        cfn_schedule_group = scheduler.CfnScheduleGroup(self, "BedrockKBSyncScheduleGroup",
+            name="BedrockKBSyncScheduleGroup"
+        )
+        cfn_schedule = scheduler.CfnSchedule(self, "BedrockKBDataSourceSyncSchedule",
+            description="Schedule to Sync Bedrock Knowledge Base Data Source Periodically",
+            name="BedrockKBDataSourceSyncSchedule",
+            group_name=cfn_schedule_group.name,
+            flexible_time_window=scheduler.CfnSchedule.FlexibleTimeWindowProperty(
+                mode="OFF"
+            ),
+            schedule_expression="rate(5 minutes)",
+            schedule_expression_timezone="UTC+01:00",
+            target=scheduler.CfnSchedule.TargetProperty(
+                arn="arn:aws:scheduler:::aws-sdk:bedrockagent:startIngestionJob",
+                role_arn=eventbridge_scheduler_role.role_arn,
+                dead_letter_config = scheduler.CfnSchedule.DeadLetterConfigProperty(
+                    arn=dead_letter_queue.queue_arn
+                ),
+                input="{\"KnowledgeBaseId\":\""+knowledge_base_id+"\",\"DataSourceId\":\""+data_source_id+"\"}"
+            )
+        )        
diff --git a/eventbridge-lambda-bedrock/stacks/opensearch_serverless_stack.py b/eventbridge-lambda-bedrock/stacks/opensearch_serverless_stack.py
new file mode 100644
index 000000000..4b9f31d54
--- /dev/null
+++ b/eventbridge-lambda-bedrock/stacks/opensearch_serverless_stack.py
@@ -0,0 +1,185 @@
+import json
+from aws_cdk import (
+    Duration,
+    RemovalPolicy,
+    Stack,
+    aws_lambda as _lambda,
+    aws_iam as iam,
+    aws_opensearchserverless as aoss,
+    custom_resources,
+    CustomResource
+)
+from constructs import Construct
+
+class OpenSearchServerlessStack(Stack):
+    def __init__(self, scope: Construct, construct_id: str,
+            stack_suffix,
+            bedrock_kb_service_role_arn,
+            **kwargs) -> None:
+
+        super().__init__(scope, construct_id, **kwargs)
+                
+        #retrieve the context parameters that would be used in creating the resources
+        OPENSEARCH_SERVERLESS_PARAMS = self.node.try_get_context('opensearch_serverless_params')
+        collection_name = f"{OPENSEARCH_SERVERLESS_PARAMS['collection_name_prefix']}-{stack_suffix}".lower()
+        index_name = f"{OPENSEARCH_SERVERLESS_PARAMS['index_name_prefix']}-{stack_suffix}".lower()
+        admin_role_name = self.node.try_get_context('admin_role_name')
+        admin_role_arn = f"arn:aws:iam::{self.account}:role/{admin_role_name}"
+
+        # Index Creation Lambda Role
+        create_aoss_index_lambda_role = iam.Role(self, "create-index-lambda-role",
+            assumed_by=iam.ServicePrincipal("lambda.amazonaws.com"),
+            description="Role for the CreateAOSSIndex Lambda",
+            managed_policies=[
+                iam.ManagedPolicy.from_aws_managed_policy_name("service-role/AWSLambdaBasicExecutionRole")
+            ],
+            inline_policies={
+                "aoss-policy": iam.PolicyDocument(
+                    statements=[
+                        iam.PolicyStatement(
+                            actions=["aoss:*"],
+                            resources=["*"]
+                        )
+                    ]
+                )
+            }
+        )
+                
+        #Create the neccessary network policy, encryption policy and data access policy for the OpenSearch serverless collection
+        network_policy  = json.dumps([{
+            "Description":f"Public access for {collection_name} collection",
+            "Rules":[{
+                "ResourceType":"dashboard",
+                "Resource":[
+                f"collection/{collection_name}"
+            ]},
+            {
+                "ResourceType":"collection",
+                "Resource":[
+                    f"collection/{collection_name}"
+                ]
+            }],
+            "AllowFromPublic":True
+        }], indent=2)
+        encryption_policy  = json.dumps({
+            "Rules":[
+                {
+                    "ResourceType":"collection",
+                    "Resource":[
+                        f"collection/{collection_name}"
+                    ]
+                }
+            ],
+            "AWSOwnedKey":True
+        }, indent=2)
+        data_access_policy  = json.dumps([{
+            "Rules": [{
+                "Resource": [
+                    f"collection/{collection_name}"
+                ],
+                "Permission": [
+                    "aoss:CreateCollectionItems",
+                    "aoss:DeleteCollectionItems",
+                    "aoss:UpdateCollectionItems",
+                    "aoss:DescribeCollectionItems"
+                ],
+                "ResourceType": "collection"
+            },
+            {
+                "Resource": [
+                    f"index/{collection_name}/*"
+                ],
+                "Permission": [
+                    "aoss:CreateIndex",
+                    "aoss:DeleteIndex",
+                    "aoss:UpdateIndex",
+                    "aoss:DescribeIndex",
+                    "aoss:ReadDocument",
+                    "aoss:WriteDocument"
+                ],
+                "ResourceType": "index"
+            }],
+            "Principal": [
+                admin_role_arn,
+                create_aoss_index_lambda_role.role_arn,
+                bedrock_kb_service_role_arn
+            ]
+        }], indent=2)
+
+        #Create the CFN resources for the security and access policies
+        cfn_data_access_policy = aoss.CfnAccessPolicy(self,
+            "BedrockKBDataAccessPolicy",
+            name=f"{collection_name}-ap",
+            description="Access policy for Admin and Create Index Function",
+            policy= data_access_policy,
+            type="data"
+        )  
+        cfn_network_access_policy = aoss.CfnSecurityPolicy(self,
+            "BedrockKBDataSecurityPolicy",
+            name=f"{collection_name}-np",
+            description="Security policy for RAG Knowledge Base",
+            policy= network_policy,
+            type="network"
+        )
+        cfn_encryption_policy = aoss.CfnSecurityPolicy (self,
+            "BedrockKBDataEncryptionPolicy",
+            name=f"{collection_name}-ep",
+            description="Encryption policy for RAG Knowledge Base",
+            policy= encryption_policy,
+            type="encryption"
+        )
+
+        #Create the AOSS Collection
+        cfn_aoss_collection = aoss.CfnCollection(self,
+            "BedrockKBDataCollection",
+            name=collection_name,
+            type="VECTORSEARCH",
+            description="Collection for Bedrock Knowledge Base"
+        )
+
+        # Create layer
+        layer = _lambda.LayerVersion(self, 'lambda_layer',
+            description='Dependencies for the lambda functions',
+            code= _lambda.Code.from_asset( 'functions/layers'), # required
+            compatible_runtimes=[
+                _lambda.Runtime.PYTHON_3_11
+            ],
+        )
+        
+        # Define the Lambda function resource and give the associated Execution role the permission to call the relevant Bedrock service api to start ingestion job
+        create_aoss_index_function = _lambda.Function(
+            self, 'CreateAOSSIndex',
+            runtime=_lambda.Runtime.PYTHON_3_11,
+            code=_lambda.Code.from_asset('functions'),
+            handler='index_creation.on_event',
+            timeout=Duration.seconds(30),
+            role=iam.Role.from_role_arn(self, "LambdaRole", create_aoss_index_lambda_role.role_arn),
+            layers=[layer]
+        ) 
+
+        #Create the Custom Resource Provider backed by Lambda Function
+        crProvider = custom_resources.Provider(
+            self, 'CreateAOSSIndexCustomResourceProvider',
+            on_event_handler=create_aoss_index_function,
+            provider_function_name="create-aoss-index-provider"
+        )
+        
+        #Creates the custom Resource
+        create_aoss_index_custom_resource = CustomResource(
+            self, 'CreateAOSSIndexCustomResource',
+            service_token=crProvider.service_token,
+            properties={
+                "AOSSIndexName": index_name,
+                "AOSSHost": cfn_aoss_collection.attr_collection_endpoint
+            } 
+        )
+        
+        #Add resource dependencies
+        cfn_aoss_collection.add_dependency (cfn_data_access_policy)
+        cfn_aoss_collection.add_dependency (cfn_network_access_policy)
+        cfn_aoss_collection.add_dependency (cfn_encryption_policy)
+        create_aoss_index_custom_resource.node.add_dependency(cfn_aoss_collection)
+        
+        self.index_name = index_name
+        self.collection_name = collection_name
+        self.cfn_aoss_collection_arn = cfn_aoss_collection.attr_arn
diff --git a/eventbridge-lambda-bedrock/stacks/test.js b/eventbridge-lambda-bedrock/stacks/test.js
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/template.yaml b/eventbridge-lambda-bedrock/template.yaml
new file mode 100644
index 000000000..269f82e41
--- /dev/null
+++ b/eventbridge-lambda-bedrock/template.yaml
@@ -0,0 +1,16 @@
+AWSTemplateFormatVersion: '2010-09-09'
+Transform: AWS::Serverless-2016-10-31
+Description: Serverless patterns - Service to Service description
+
+# Comment on each global 
+Globals:
+
+
+# Comment each resource section to explain usage
+Resources:
+
+
+# List all common outputs for usage
+Outputs:
+
+
diff --git a/eventbridge-lambda-bedrock/test_screenshots/cloudtrail-eventhistory.png b/eventbridge-lambda-bedrock/test_screenshots/cloudtrail-eventhistory.png
new file mode 100644
index 0000000000000000000000000000000000000000..2e3845e806fad40f4d075a743b8b672d5f50db8c
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diff --git a/eventbridge-lambda-bedrock/tests/__init__.py b/eventbridge-lambda-bedrock/tests/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/tests/unit/__init__.py b/eventbridge-lambda-bedrock/tests/unit/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-lambda-bedrock/tests/unit/test_eventbridge_lambda_bedrock_stack.py b/eventbridge-lambda-bedrock/tests/unit/test_eventbridge_lambda_bedrock_stack.py
new file mode 100644
index 000000000..28ed1a45a
--- /dev/null
+++ b/eventbridge-lambda-bedrock/tests/unit/test_eventbridge_lambda_bedrock_stack.py
@@ -0,0 +1,15 @@
+import aws_cdk as core
+import aws_cdk.assertions as assertions
+
+from eventbridge_lambda_bedrock.eventbridge_lambda_bedrock_stack import EventbridgeLambdaBedrockStack
+
+# example tests. To run these tests, uncomment this file along with the example
+# resource in eventbridge_lambda_bedrock/eventbridge_lambda_bedrock_stack.py
+def test_sqs_queue_created():
+    app = core.App()
+    stack = EventbridgeLambdaBedrockStack(app, "eventbridge-lambda-bedrock")
+    template = assertions.Template.from_stack(stack)
+
+#     template.has_resource_properties("AWS::SQS::Queue", {
+#         "VisibilityTimeout": 300
+#     })
diff --git a/package.json b/package.json
index eaadd0cf7..6fd2c90cd 100644
--- a/package.json
+++ b/package.json
@@ -1,5 +1,6 @@
 {
   "dependencies": {
-    "@aws-sdk/client-sfn": "^3.449.0"
+    "@aws-sdk/client-sfn": "^3.449.0",
+    "aws-cdk": "^2.148.0"
   }
 }
diff --git a/s3-lambda-bedrock-aoss/README.md b/s3-lambda-bedrock-aoss/README.md
index 3d54979d8..5a2f1dda0 100644
--- a/s3-lambda-bedrock-aoss/README.md
+++ b/s3-lambda-bedrock-aoss/README.md
@@ -1,5 +1,7 @@
 # Document embeddings for Amazon Bedrock using Amazon S3/AWS Lambda/Amazon OpenSearch Serverless
 
+![architecture](architecture/architecture.png)
+
 This pattern can be used to automatically create embeddings using Amazon Bedrock for documents uploaded to an Amazon S3 bucket and store the embeddings along with the document content in an Amazon OpenSearch Serverless index.
 
 This pattern is useful for RAG-based applications that use Amazon S3 as source for the knowledge base for their LLM models. The pattern helps to seamlessly create and store the embeddings for new documents once they are upload to S3.

From b6df0b2331b52c632b66356d28588b31d24a3b65 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 10:46:57 +0100
Subject: [PATCH 02/37] removed dependencies for layer

---
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 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/pyopenssl.py
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 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/py.typed
 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/response.py
 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/__init__.py
 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/connection.py
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 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_match_hostname.py
 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssltransport.py
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 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/url.py
 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/util.py
 delete mode 100644 eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/wait.py

diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/AUTHORS b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/AUTHORS
deleted file mode 100644
index c5b03b212..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/AUTHORS
+++ /dev/null
@@ -1,18 +0,0 @@
-Eve is written and maintained by Nicola Iarocci and various contributors:
-
-Development Lead
-````````````````
-
-- Nicola Iarocci <nicola@nicolaiarocci.com>
-
-Patches and Suggestions
-```````````````````````
-
-- Anfernee Jervis
-- Cailean Parker
-- Eric Smith
-- Evan Klitzke
-- Lucas Fernando Nunes
-- Michael Kennedy
-- Thomas Hanssen Nornes
-- Øyvind Heddeland Instefjord
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/LICENSE
deleted file mode 100644
index afe9010b7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/LICENSE
+++ /dev/null
@@ -1,33 +0,0 @@
-Copyright (c) 2017 by Nicola Iarocci and contributors.  See AUTHORS
-for more details.
-
-Some rights reserved.
-
-Redistribution and use in source and binary forms of the software as well
-as documentation, with or without modification, are permitted provided
-that the following conditions are met:
-
-* Redistributions of source code must retain the above copyright
-  notice, this list of conditions and the following disclaimer.
-
-* Redistributions in binary form must reproduce the above
-  copyright notice, this list of conditions and the following
-  disclaimer in the documentation and/or other materials provided
-  with the distribution.
-
-* The names of the contributors may not be used to endorse or
-  promote products derived from this software without specific
-  prior written permission.
-
-THIS SOFTWARE AND DOCUMENTATION IS PROVIDED BY THE COPYRIGHT HOLDERS AND
-CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT
-NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
-OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
-EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
-PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE AND DOCUMENTATION, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
-DAMAGE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/METADATA
deleted file mode 100644
index 9c325251e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/METADATA
+++ /dev/null
@@ -1,130 +0,0 @@
-Metadata-Version: 2.1
-Name: Events
-Version: 0.5
-Summary: Bringing the elegance of C# EventHandler to Python
-Home-page: http://github.com/pyeve/events
-Author: Nicola Iarocci
-Author-email: nicola@nicolaiarocci.com
-License: BSD
-Platform: any
-Classifier: Development Status :: 4 - Beta
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: BSD License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 2.7
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.4
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Topic :: Software Development
-License-File: LICENSE
-License-File: AUTHORS
-
-Events 
-------
-
-The C# language provides a handy way to declare, subscribe to and fire events.
-Technically, an event is a "slot" where callback functions (event handlers) can
-be attached to - a process referred to as subscribing to an event. Here is
-a handy package that encapsulates the core to event subscription and event
-firing and feels like a "natural" part of the language.
-
-::
- 
-    >>> def something_changed(reason): 
-    ...     print "something changed because %s" % reason 
-
-    >>> from events import Events
-    >>> events = Events()
-    >>> events.on_change += something_changed
-
-Multiple callback functions can subscribe to the same event. When the event is
-fired, all attached event handlers are invoked in sequence. To fire the event,
-perform a call on the slot: 
-
-::
-
-    >>> events.on_change('it had to happen')
-    'something changed because it had to happen'
-
-By default, Events does not check if an event can be subscribed to and fired.
-You can predefine events by subclassing Events and listing them. Attempts to
-subscribe to or fire an undefined event will raise an EventsException.
-
-::
-
-    >>> class MyEvents(Events):
-    ...     __events__ = ('on_this', 'on_that', )
-
-    >>> events = MyEvents()
-
-    # this will raise an EventsException as `on_change` is unknown to MyEvents:
-    >>> events.on_change += something_changed
-
-You can also predefine events for a single Events instance by passing an
-iterator to the constructor.
-
-::
-
-    >>> events = Events(('on_this', 'on_that'))
-
-    # this will raise an EventsException as `on_change` is unknown to events:
-    >>> events.on_change += something_changed
-
-
-Unsubscribing
--------------
-There may come a time when you no longer want to be notified of an event. In
-this case, you unsubscribe in the natural counterpart to `+=` by using `-=`.
-
-::
-
-    # We no longer want to be notified, take us out of the event callback list
-    >>> events.on_change -= something_changed
-
-
-You may also want to unsubscribe for memory management reasons. The `Events()` instance
-will hold a reference `something_changed`. If this is a member method of an object,
-and the lifetime of the `Events()` instance is greater than that object, it will keep
-it around longer than would be the normal case.
-
-Documentation
--------------
-Complete documentation is available at http://events.readthedocs.org
-
-Installing
-----------
-Events is on PyPI so all you need to do is:
-
-::
-
-    pip install events
-
-Testing
--------
-Just run:
-
-::
-
-    python setup.py test
-
-Or use tox to test the package under all supported Pythons: 2.7, 3.4+
-
-Licensing
-----------
-Events is BSD licensed. See the LICENSE_ for details.
-
-Contributing
-------------
-Please see the `Contribution Guidelines`_.
-
-Attribution
------------
-Based on the excellent recipe by `Zoran Isailovski`_, Copyright (c) 2005.
-
-.. _`Contribution Guidelines`: https://github.com/pyeve/events/blob/master/CONTRIBUTING.rst
-.. _LICENSE: https://github.com/pyeve/events/blob/master/LICENSE 
-.. _`Zoran Isailovski`: http://code.activestate.com/recipes/410686/
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/RECORD
deleted file mode 100644
index c297d6c56..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/RECORD
+++ /dev/null
@@ -1,15 +0,0 @@
-Events-0.5.dist-info/AUTHORS,sha256=KrNix_TzJ5_bqpohnheSj_RtNdGNL5UUcSIcWjYFbWY,363
-Events-0.5.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-Events-0.5.dist-info/LICENSE,sha256=F75eab-KdESM-ikG-qm3n7AAqfBt7Re7mxUf9VOh8xM,1582
-Events-0.5.dist-info/METADATA,sha256=e0L-BkyHy_oNw2ICX5M51HJOLMFBJiuIXRqrSBG_Xps,3946
-Events-0.5.dist-info/RECORD,,
-Events-0.5.dist-info/WHEEL,sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18,92
-Events-0.5.dist-info/top_level.txt,sha256=NN1We94mMH6H4ZlvM9ciFeDVZzIic4v8JrqgZv3-rf0,7
-events/__init__.py,sha256=YID2JDUGaSVV7i5Z8z2xiSV9Nw-upHsQWQRCKEIOFBg,155
-events/__pycache__/__init__.cpython-311.pyc,,
-events/__pycache__/events.cpython-311.pyc,,
-events/events.py,sha256=khkrckY2l3mDm30KvyUdnMgdfLDvqZYurFFTBS-4B7U,3410
-events/tests/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-events/tests/__pycache__/__init__.cpython-311.pyc,,
-events/tests/__pycache__/tests.cpython-311.pyc,,
-events/tests/tests.py,sha256=Z71_dVnKLGkZ03YKGvuMbxwK8KOtjo9Tuf3atUDvuH4,5207
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/WHEEL
deleted file mode 100644
index 1f37c02f2..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.40.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/top_level.txt
deleted file mode 100644
index 49a967f60..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/Events-0.5.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-events
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/bin/normalizer b/eventbridge-lambda-bedrock/functions/layers/python/bin/normalizer
deleted file mode 100755
index e283ed807..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/bin/normalizer
+++ /dev/null
@@ -1,8 +0,0 @@
-#!/Users/rajavaid/projects/serverless-patterns/eventbridge-lambda-bedrock/.venv/bin/python3.11
-# -*- coding: utf-8 -*-
-import re
-import sys
-from charset_normalizer.cli import cli_detect
-if __name__ == '__main__':
-    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
-    sys.exit(cli_detect())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
deleted file mode 100644
index 62b076cde..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
+++ /dev/null
@@ -1,20 +0,0 @@
-This package contains a modified version of ca-bundle.crt:
-
-ca-bundle.crt -- Bundle of CA Root Certificates
-
-This is a bundle of X.509 certificates of public Certificate Authorities
-(CA). These were automatically extracted from Mozilla's root certificates
-file (certdata.txt).  This file can be found in the mozilla source tree:
-https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
-It contains the certificates in PEM format and therefore
-can be directly used with curl / libcurl / php_curl, or with
-an Apache+mod_ssl webserver for SSL client authentication.
-Just configure this file as the SSLCACertificateFile.#
-
-***** BEGIN LICENSE BLOCK *****
-This Source Code Form is subject to the terms of the Mozilla Public License,
-v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
-one at http://mozilla.org/MPL/2.0/.
-
-***** END LICENSE BLOCK *****
-@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
deleted file mode 100644
index 5b357f5ff..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
+++ /dev/null
@@ -1,67 +0,0 @@
-Metadata-Version: 2.1
-Name: certifi
-Version: 2024.7.4
-Summary: Python package for providing Mozilla's CA Bundle.
-Home-page: https://github.com/certifi/python-certifi
-Author: Kenneth Reitz
-Author-email: me@kennethreitz.com
-License: MPL-2.0
-Project-URL: Source, https://github.com/certifi/python-certifi
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
-Classifier: Natural Language :: English
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Requires-Python: >=3.6
-License-File: LICENSE
-
-Certifi: Python SSL Certificates
-================================
-
-Certifi provides Mozilla's carefully curated collection of Root Certificates for
-validating the trustworthiness of SSL certificates while verifying the identity
-of TLS hosts. It has been extracted from the `Requests`_ project.
-
-Installation
-------------
-
-``certifi`` is available on PyPI. Simply install it with ``pip``::
-
-    $ pip install certifi
-
-Usage
------
-
-To reference the installed certificate authority (CA) bundle, you can use the
-built-in function::
-
-    >>> import certifi
-
-    >>> certifi.where()
-    '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
-
-Or from the command line::
-
-    $ python -m certifi
-    /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
-
-Enjoy!
-
-.. _`Requests`: https://requests.readthedocs.io/en/master/
-
-Addition/Removal of Certificates
---------------------------------
-
-Certifi does not support any addition/removal or other modification of the
-CA trust store content. This project is intended to provide a reliable and
-highly portable root of trust to python deployments. Look to upstream projects
-for methods to use alternate trust.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
deleted file mode 100644
index 545e0ab3b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
+++ /dev/null
@@ -1,14 +0,0 @@
-certifi-2024.7.4.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-certifi-2024.7.4.dist-info/LICENSE,sha256=6TcW2mucDVpKHfYP5pWzcPBpVgPSH2-D8FPkLPwQyvc,989
-certifi-2024.7.4.dist-info/METADATA,sha256=L9_EuPoQQvHFzxu03_ctaEZxhEty7inz569jGWjlLGo,2221
-certifi-2024.7.4.dist-info/RECORD,,
-certifi-2024.7.4.dist-info/WHEEL,sha256=y4mX-SOX4fYIkonsAGA5N0Oy-8_gI4FXw5HNI1xqvWg,91
-certifi-2024.7.4.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
-certifi/__init__.py,sha256=LHXz7E80YJYBzCBv6ZyidQ5-ciYSkSebpY2E5OM0l7o,94
-certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
-certifi/__pycache__/__init__.cpython-311.pyc,,
-certifi/__pycache__/__main__.cpython-311.pyc,,
-certifi/__pycache__/core.cpython-311.pyc,,
-certifi/cacert.pem,sha256=SIupYGAr8HzGP073rsEIaS_sQYIPwzKKjj894DgUmu4,291528
-certifi/core.py,sha256=qRDDFyXVJwTB_EmoGppaXU_R9qCZvhl-EzxPMuV3nTA,4426
-certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
deleted file mode 100644
index 564c6724e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: setuptools (70.2.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
deleted file mode 100644
index 963eac530..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-certifi
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/certifi/__init__.py
deleted file mode 100644
index d321f1bc3..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi/__init__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from .core import contents, where
-
-__all__ = ["contents", "where"]
-__version__ = "2024.07.04"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/__main__.py b/eventbridge-lambda-bedrock/functions/layers/python/certifi/__main__.py
deleted file mode 100644
index 8945b5da8..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi/__main__.py
+++ /dev/null
@@ -1,12 +0,0 @@
-import argparse
-
-from certifi import contents, where
-
-parser = argparse.ArgumentParser()
-parser.add_argument("-c", "--contents", action="store_true")
-args = parser.parse_args()
-
-if args.contents:
-    print(contents())
-else:
-    print(where())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/cacert.pem b/eventbridge-lambda-bedrock/functions/layers/python/certifi/cacert.pem
deleted file mode 100644
index a6581589b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi/cacert.pem
+++ /dev/null
@@ -1,4798 +0,0 @@
-
-# Issuer: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
-# Subject: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
-# Label: "GlobalSign Root CA"
-# Serial: 4835703278459707669005204
-# MD5 Fingerprint: 3e:45:52:15:09:51:92:e1:b7:5d:37:9f:b1:87:29:8a
-# SHA1 Fingerprint: b1:bc:96:8b:d4:f4:9d:62:2a:a8:9a:81:f2:15:01:52:a4:1d:82:9c
-# SHA256 Fingerprint: eb:d4:10:40:e4:bb:3e:c7:42:c9:e3:81:d3:1e:f2:a4:1a:48:b6:68:5c:96:e7:ce:f3:c1:df:6c:d4:33:1c:99
------BEGIN CERTIFICATE-----
-MIIDdTCCAl2gAwIBAgILBAAAAAABFUtaw5QwDQYJKoZIhvcNAQEFBQAwVzELMAkG
-A1UEBhMCQkUxGTAXBgNVBAoTEEdsb2JhbFNpZ24gbnYtc2ExEDAOBgNVBAsTB1Jv
-b3QgQ0ExGzAZBgNVBAMTEkdsb2JhbFNpZ24gUm9vdCBDQTAeFw05ODA5MDExMjAw
-MDBaFw0yODAxMjgxMjAwMDBaMFcxCzAJBgNVBAYTAkJFMRkwFwYDVQQKExBHbG9i
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-# Subject: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
-# Label: "Entrust.net Premium 2048 Secure Server CA"
-# Serial: 946069240
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-# Issuer: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
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-# Label: "Baltimore CyberTrust Root"
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-# Issuer: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
-# Subject: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
-# Label: "Entrust Root Certification Authority"
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-# Issuer: CN=AAA Certificate Services O=Comodo CA Limited
-# Subject: CN=AAA Certificate Services O=Comodo CA Limited
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------END CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=QuoVadis Root CA 3 O=QuoVadis Limited
-# Subject: CN=QuoVadis Root CA 3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 3"
-# Serial: 1478
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
-# Subject: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
-# Label: "XRamp Global CA Root"
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
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-# Label: "Go Daddy Class 2 CA"
-# Serial: 0
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
-# Subject: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
-# Label: "Starfield Class 2 CA"
-# Serial: 0
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert High Assurance EV Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=SwissSign Gold CA - G2 O=SwissSign AG
-# Subject: CN=SwissSign Gold CA - G2 O=SwissSign AG
-# Label: "SwissSign Gold CA - G2"
-# Serial: 13492815561806991280
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=SwissSign Silver CA - G2 O=SwissSign AG
-# Subject: CN=SwissSign Silver CA - G2 O=SwissSign AG
-# Label: "SwissSign Silver CA - G2"
-# Serial: 5700383053117599563
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=SecureTrust CA O=SecureTrust Corporation
-# Subject: CN=SecureTrust CA O=SecureTrust Corporation
-# Label: "SecureTrust CA"
-# Serial: 17199774589125277788362757014266862032
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Secure Global CA O=SecureTrust Corporation
-# Subject: CN=Secure Global CA O=SecureTrust Corporation
-# Label: "Secure Global CA"
-# Serial: 9751836167731051554232119481456978597
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=COMODO Certification Authority O=COMODO CA Limited
-# Subject: CN=COMODO Certification Authority O=COMODO CA Limited
-# Label: "COMODO Certification Authority"
-# Serial: 104350513648249232941998508985834464573
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
-# Subject: CN=COMODO ECC Certification Authority O=COMODO CA Limited
-# Label: "COMODO ECC Certification Authority"
-# Serial: 41578283867086692638256921589707938090
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------BEGIN CERTIFICATE-----
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-
-# Issuer: CN=Certigna O=Dhimyotis
-# Subject: CN=Certigna O=Dhimyotis
-# Label: "Certigna"
-# Serial: 18364802974209362175
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
-# Subject: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
-# Label: "ePKI Root Certification Authority"
-# Serial: 28956088682735189655030529057352760477
-# MD5 Fingerprint: 1b:2e:00:ca:26:06:90:3d:ad:fe:6f:15:68:d3:6b:b3
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: O=certSIGN OU=certSIGN ROOT CA
-# Subject: O=certSIGN OU=certSIGN ROOT CA
-# Label: "certSIGN ROOT CA"
-# Serial: 35210227249154
-# MD5 Fingerprint: 18:98:c0:d6:e9:3a:fc:f9:b0:f5:0c:f7:4b:01:44:17
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
-# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
-# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
-# Serial: 80544274841616
-# MD5 Fingerprint: c5:a1:b7:ff:73:dd:d6:d7:34:32:18:df:fc:3c:ad:88
-# SHA1 Fingerprint: 06:08:3f:59:3f:15:a1:04:a0:69:a4:6b:a9:03:d0:06:b7:97:09:91
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
-# Subject: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
-# Label: "SecureSign RootCA11"
-# Serial: 1
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
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-# Issuer: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
-# Subject: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
-# Label: "Go Daddy Root Certificate Authority - G2"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
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-# Label: "Buypass Class 2 Root CA"
-# Serial: 2
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-# Issuer: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
-# Subject: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
-# Label: "Buypass Class 3 Root CA"
-# Serial: 2
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Subject: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Label: "T-TeleSec GlobalRoot Class 3"
-# Serial: 1
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
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-# Serial: 623603
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
-# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
-# Label: "TWCA Global Root CA"
-# Serial: 3262
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Label: "T-TeleSec GlobalRoot Class 2"
-# Serial: 1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Atos TrustedRoot 2011 O=Atos
-# Subject: CN=Atos TrustedRoot 2011 O=Atos
-# Label: "Atos TrustedRoot 2011"
-# Serial: 6643877497813316402
-# MD5 Fingerprint: ae:b9:c4:32:4b:ac:7f:5d:66:cc:77:94:bb:2a:77:56
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
-# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 1 G3"
-# Serial: 687049649626669250736271037606554624078720034195
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 2 G3"
-# Serial: 390156079458959257446133169266079962026824725800
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------BEGIN CERTIFICATE-----
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-# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 3 G3"
-# Serial: 268090761170461462463995952157327242137089239581
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root G2"
-# Serial: 15385348160840213938643033620894905419
-# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root G3"
-# Serial: 15459312981008553731928384953135426796
-# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
-# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root G2"
-# Serial: 4293743540046975378534879503202253541
-# MD5 Fingerprint: e4:a6:8a:c8:54:ac:52:42:46:0a:fd:72:48:1b:2a:44
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root G3"
-# Serial: 7089244469030293291760083333884364146
-# MD5 Fingerprint: f5:5d:a4:50:a5:fb:28:7e:1e:0f:0d:cc:96:57:56:ca
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Trusted Root G4"
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
-# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
-# Label: "COMODO RSA Certification Authority"
-# Serial: 101909084537582093308941363524873193117
-# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
-# SHA1 Fingerprint: af:e5:d2:44:a8:d1:19:42:30:ff:47:9f:e2:f8:97:bb:cd:7a:8c:b4
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
-# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
-# Label: "USERTrust RSA Certification Authority"
-# Serial: 2645093764781058787591871645665788717
-# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
-# SHA1 Fingerprint: 2b:8f:1b:57:33:0d:bb:a2:d0:7a:6c:51:f7:0e:e9:0d:da:b9:ad:8e
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
-# Subject: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
-# Label: "USERTrust ECC Certification Authority"
-# Serial: 123013823720199481456569720443997572134
-# MD5 Fingerprint: fa:68:bc:d9:b5:7f:ad:fd:c9:1d:06:83:28:cc:24:c1
-# SHA1 Fingerprint: d1:cb:ca:5d:b2:d5:2a:7f:69:3b:67:4d:e5:f0:5a:1d:0c:95:7d:f0
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
-# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
-# Label: "GlobalSign ECC Root CA - R5"
-# Serial: 32785792099990507226680698011560947931244
-# MD5 Fingerprint: 9f:ad:3b:1c:02:1e:8a:ba:17:74:38:81:0c:a2:bc:08
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
-# Subject: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
-# Label: "IdenTrust Commercial Root CA 1"
-# Serial: 13298821034946342390520003877796839426
-# MD5 Fingerprint: b3:3e:77:73:75:ee:a0:d3:e3:7e:49:63:49:59:bb:c7
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
-# Subject: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
-# Label: "IdenTrust Public Sector Root CA 1"
-# Serial: 13298821034946342390521976156843933698
-# MD5 Fingerprint: 37:06:a5:b0:fc:89:9d:ba:f4:6b:8c:1a:64:cd:d5:ba
-# SHA1 Fingerprint: ba:29:41:60:77:98:3f:f4:f3:ef:f2:31:05:3b:2e:ea:6d:4d:45:fd
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------BEGIN CERTIFICATE-----
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-# Label: "Entrust Root Certification Authority - G2"
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-# Issuer: CN=CFCA EV ROOT O=China Financial Certification Authority
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 1 O=Amazon
-# Subject: CN=Amazon Root CA 1 O=Amazon
-# Label: "Amazon Root CA 1"
-# Serial: 143266978916655856878034712317230054538369994
-# MD5 Fingerprint: 43:c6:bf:ae:ec:fe:ad:2f:18:c6:88:68:30:fc:c8:e6
-# SHA1 Fingerprint: 8d:a7:f9:65:ec:5e:fc:37:91:0f:1c:6e:59:fd:c1:cc:6a:6e:de:16
-# SHA256 Fingerprint: 8e:cd:e6:88:4f:3d:87:b1:12:5b:a3:1a:c3:fc:b1:3d:70:16:de:7f:57:cc:90:4f:e1:cb:97:c6:ae:98:19:6e
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 2 O=Amazon
-# Subject: CN=Amazon Root CA 2 O=Amazon
-# Label: "Amazon Root CA 2"
-# Serial: 143266982885963551818349160658925006970653239
-# MD5 Fingerprint: c8:e5:8d:ce:a8:42:e2:7a:c0:2a:5c:7c:9e:26:bf:66
-# SHA1 Fingerprint: 5a:8c:ef:45:d7:a6:98:59:76:7a:8c:8b:44:96:b5:78:cf:47:4b:1a
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 3 O=Amazon
-# Subject: CN=Amazon Root CA 3 O=Amazon
-# Label: "Amazon Root CA 3"
-# Serial: 143266986699090766294700635381230934788665930
-# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
-# SHA1 Fingerprint: 0d:44:dd:8c:3c:8c:1a:1a:58:75:64:81:e9:0f:2e:2a:ff:b3:d2:6e
-# SHA256 Fingerprint: 18:ce:6c:fe:7b:f1:4e:60:b2:e3:47:b8:df:e8:68:cb:31:d0:2e:bb:3a:da:27:15:69:f5:03:43:b4:6d:b3:a4
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 4 O=Amazon
-# Subject: CN=Amazon Root CA 4 O=Amazon
-# Label: "Amazon Root CA 4"
-# Serial: 143266989758080763974105200630763877849284878
-# MD5 Fingerprint: 89:bc:27:d5:eb:17:8d:06:6a:69:d5:fd:89:47:b4:cd
-# SHA1 Fingerprint: f6:10:84:07:d6:f8:bb:67:98:0c:c2:e2:44:c2:eb:ae:1c:ef:63:be
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
-# Subject: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
-# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
-# Serial: 1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
-# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
-# Label: "GDCA TrustAUTH R5 ROOT"
-# Serial: 9009899650740120186
-# MD5 Fingerprint: 63:cc:d9:3d:34:35:5c:6f:53:a3:e2:08:70:48:1f:b4
-# SHA1 Fingerprint: 0f:36:38:5b:81:1a:25:c3:9b:31:4e:83:ca:e9:34:66:70:cc:74:b4
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
-# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
-# Label: "SSL.com Root Certification Authority RSA"
-# Serial: 8875640296558310041
-# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
-# SHA1 Fingerprint: b7:ab:33:08:d1:ea:44:77:ba:14:80:12:5a:6f:bd:a9:36:49:0c:bb
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
-# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
-# Label: "SSL.com Root Certification Authority ECC"
-# Serial: 8495723813297216424
-# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
-# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
-# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
-# Label: "SSL.com EV Root Certification Authority RSA R2"
-# Serial: 6248227494352943350
-# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
-# SHA1 Fingerprint: 74:3a:f0:52:9b:d0:32:a0:f4:4a:83:cd:d4:ba:a9:7b:7c:2e:c4:9a
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
-# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
-# Label: "SSL.com EV Root Certification Authority ECC"
-# Serial: 3182246526754555285
-# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
-# SHA1 Fingerprint: 4c:dd:51:a3:d1:f5:20:32:14:b0:c6:c5:32:23:03:91:c7:46:42:6d
-# SHA256 Fingerprint: 22:a2:c1:f7:bd:ed:70:4c:c1:e7:01:b5:f4:08:c3:10:88:0f:e9:56:b5:de:2a:4a:44:f9:9c:87:3a:25:a7:c8
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
-# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
-# Label: "GlobalSign Root CA - R6"
-# Serial: 1417766617973444989252670301619537
-# MD5 Fingerprint: 4f:dd:07:e4:d4:22:64:39:1e:0c:37:42:ea:d1:c6:ae
-# SHA1 Fingerprint: 80:94:64:0e:b5:a7:a1:ca:11:9c:1f:dd:d5:9f:81:02:63:a7:fb:d1
-# SHA256 Fingerprint: 2c:ab:ea:fe:37:d0:6c:a2:2a:ba:73:91:c0:03:3d:25:98:29:52:c4:53:64:73:49:76:3a:3a:b5:ad:6c:cf:69
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
-# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
-# Label: "OISTE WISeKey Global Root GC CA"
-# Serial: 44084345621038548146064804565436152554
-# MD5 Fingerprint: a9:d6:b9:2d:2f:93:64:f8:a5:69:ca:91:e9:68:07:23
-# SHA1 Fingerprint: e0:11:84:5e:34:de:be:88:81:b9:9c:f6:16:26:d1:96:1f:c3:b9:31
-# SHA256 Fingerprint: 85:60:f9:1c:36:24:da:ba:95:70:b5:fe:a0:db:e3:6f:f1:1a:83:23:be:94:86:85:4f:b3:f3:4a:55:71:19:8d
------BEGIN CERTIFICATE-----
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-# Issuer: CN=UCA Global G2 Root O=UniTrust
-# Subject: CN=UCA Global G2 Root O=UniTrust
-# Label: "UCA Global G2 Root"
-# Serial: 124779693093741543919145257850076631279
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-# Issuer: CN=UCA Extended Validation Root O=UniTrust
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-# Label: "UCA Extended Validation Root"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
-# Subject: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
-# Label: "Certigna Root CA"
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------END CERTIFICATE-----
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-# Issuer: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
-# Subject: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
-# Label: "emSign Root CA - G1"
-# Serial: 235931866688319308814040
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
-# Subject: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
-# Label: "emSign ECC Root CA - G3"
-# Serial: 287880440101571086945156
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------BEGIN CERTIFICATE-----
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-# Subject: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
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-# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
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-# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
-# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
-# Label: "Microsoft RSA Root Certificate Authority 2017"
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------BEGIN CERTIFICATE-----
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-# Subject: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
-# Label: "e-Szigno Root CA 2017"
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-# Label: "certSIGN Root CA G2"
-# Serial: 313609486401300475190
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-# Issuer: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global Certification Authority"
-# Serial: 1846098327275375458322922162
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global ECC P256 Certification Authority"
-# Serial: 4151900041497450638097112925
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-# Issuer: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global ECC P384 Certification Authority"
-# Serial: 2704997926503831671788816187
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
-# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
-# Label: "NAVER Global Root Certification Authority"
-# Serial: 9013692873798656336226253319739695165984492813
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------BEGIN CERTIFICATE-----
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-# Label: "GlobalSign Root R46"
-# Serial: 1552617688466950547958867513931858518042577
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-# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
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-# Label: "GlobalSign Root E46"
-# Serial: 1552617690338932563915843282459653771421763
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Label: "Certum EC-384 CA"
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------END CERTIFICATE-----
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-# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Label: "Certum Trusted Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
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-# Serial: 108534058042236574382096126452369648152337120275
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-# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Label: "HARICA TLS RSA Root CA 2021"
-# Serial: 76817823531813593706434026085292783742
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Subject: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Label: "HARICA TLS ECC Root CA 2021"
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-# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
-# Subject: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
-# Label: "vTrus ECC Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=GTS Root R1 O=Google Trust Services LLC
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-# Issuer: CN=GTS Root R2 O=Google Trust Services LLC
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-# Serial: 159662449406622349769042896298
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-# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
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-# Serial: 159662495401136852707857743206
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------END CERTIFICATE-----
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-# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
-# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
-# Label: "D-TRUST BR Root CA 1 2020"
-# Serial: 165870826978392376648679885835942448534
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
-# Subject: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
-# Label: "D-TRUST EV Root CA 1 2020"
-# Serial: 126288379621884218666039612629459926992
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------BEGIN CERTIFICATE-----
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-# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
-# Label: "DigiCert TLS ECC P384 Root G5"
-# Serial: 13129116028163249804115411775095713523
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
-# Subject: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
-# Label: "DigiCert TLS RSA4096 Root G5"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
-# Subject: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
-# Label: "Sectigo Public Server Authentication Root E46"
-# Serial: 88989738453351742415770396670917916916
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
-# Subject: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
-# Label: "Sectigo Public Server Authentication Root R46"
-# Serial: 156256931880233212765902055439220583700
-# MD5 Fingerprint: 32:10:09:52:00:d5:7e:6c:43:df:15:c0:b1:16:93:e5
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
-# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
-# Label: "SSL.com TLS RSA Root CA 2022"
-# Serial: 148535279242832292258835760425842727825
-# MD5 Fingerprint: d8:4e:c6:59:30:d8:fe:a0:d6:7a:5a:2c:2c:69:78:da
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
-# Subject: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
-# Label: "SSL.com TLS ECC Root CA 2022"
-# Serial: 26605119622390491762507526719404364228
-# MD5 Fingerprint: 99:d7:5c:f1:51:36:cc:e9:ce:d9:19:2e:77:71:56:c5
-# SHA1 Fingerprint: 9f:5f:d9:1a:54:6d:f5:0c:71:f0:ee:7a:bd:17:49:98:84:73:e2:39
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
-# Subject: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
-# Label: "Atos TrustedRoot Root CA ECC TLS 2021"
-# Serial: 81873346711060652204712539181482831616
-# MD5 Fingerprint: 16:9f:ad:f1:70:ad:79:d6:ed:29:b4:d1:c5:79:70:a8
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
-# Subject: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
-# Label: "Atos TrustedRoot Root CA RSA TLS 2021"
-# Serial: 111436099570196163832749341232207667876
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-# SHA1 Fingerprint: 18:52:3b:0d:06:37:e4:d6:3a:df:23:e4:98:fb:5b:16:fb:86:74:48
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
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-# Issuer: CN=CommScope Public Trust ECC Root-01 O=CommScope
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-# Issuer: CN=CommScope Public Trust RSA Root-01 O=CommScope
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-# Issuer: CN=CommScope Public Trust RSA Root-02 O=CommScope
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-# Label: "CommScope Public Trust RSA Root-02"
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
-# Subject: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
-# Label: "Telekom Security TLS ECC Root 2020"
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-
-# Issuer: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
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-
-# Issuer: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
-# Subject: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/core.py b/eventbridge-lambda-bedrock/functions/layers/python/certifi/core.py
deleted file mode 100644
index 91f538bb1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/certifi/core.py
+++ /dev/null
@@ -1,114 +0,0 @@
-"""
-certifi.py
-~~~~~~~~~~
-
-This module returns the installation location of cacert.pem or its contents.
-"""
-import sys
-import atexit
-
-def exit_cacert_ctx() -> None:
-    _CACERT_CTX.__exit__(None, None, None)  # type: ignore[union-attr]
-
-
-if sys.version_info >= (3, 11):
-
-    from importlib.resources import as_file, files
-
-    _CACERT_CTX = None
-    _CACERT_PATH = None
-
-    def where() -> str:
-        # This is slightly terrible, but we want to delay extracting the file
-        # in cases where we're inside of a zipimport situation until someone
-        # actually calls where(), but we don't want to re-extract the file
-        # on every call of where(), so we'll do it once then store it in a
-        # global variable.
-        global _CACERT_CTX
-        global _CACERT_PATH
-        if _CACERT_PATH is None:
-            # This is slightly janky, the importlib.resources API wants you to
-            # manage the cleanup of this file, so it doesn't actually return a
-            # path, it returns a context manager that will give you the path
-            # when you enter it and will do any cleanup when you leave it. In
-            # the common case of not needing a temporary file, it will just
-            # return the file system location and the __exit__() is a no-op.
-            #
-            # We also have to hold onto the actual context manager, because
-            # it will do the cleanup whenever it gets garbage collected, so
-            # we will also store that at the global level as well.
-            _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
-            _CACERT_PATH = str(_CACERT_CTX.__enter__())
-            atexit.register(exit_cacert_ctx)
-
-        return _CACERT_PATH
-
-    def contents() -> str:
-        return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
-
-elif sys.version_info >= (3, 7):
-
-    from importlib.resources import path as get_path, read_text
-
-    _CACERT_CTX = None
-    _CACERT_PATH = None
-
-    def where() -> str:
-        # This is slightly terrible, but we want to delay extracting the
-        # file in cases where we're inside of a zipimport situation until
-        # someone actually calls where(), but we don't want to re-extract
-        # the file on every call of where(), so we'll do it once then store
-        # it in a global variable.
-        global _CACERT_CTX
-        global _CACERT_PATH
-        if _CACERT_PATH is None:
-            # This is slightly janky, the importlib.resources API wants you
-            # to manage the cleanup of this file, so it doesn't actually
-            # return a path, it returns a context manager that will give
-            # you the path when you enter it and will do any cleanup when
-            # you leave it. In the common case of not needing a temporary
-            # file, it will just return the file system location and the
-            # __exit__() is a no-op.
-            #
-            # We also have to hold onto the actual context manager, because
-            # it will do the cleanup whenever it gets garbage collected, so
-            # we will also store that at the global level as well.
-            _CACERT_CTX = get_path("certifi", "cacert.pem")
-            _CACERT_PATH = str(_CACERT_CTX.__enter__())
-            atexit.register(exit_cacert_ctx)
-
-        return _CACERT_PATH
-
-    def contents() -> str:
-        return read_text("certifi", "cacert.pem", encoding="ascii")
-
-else:
-    import os
-    import types
-    from typing import Union
-
-    Package = Union[types.ModuleType, str]
-    Resource = Union[str, "os.PathLike"]
-
-    # This fallback will work for Python versions prior to 3.7 that lack the
-    # importlib.resources module but relies on the existing `where` function
-    # so won't address issues with environments like PyOxidizer that don't set
-    # __file__ on modules.
-    def read_text(
-        package: Package,
-        resource: Resource,
-        encoding: str = 'utf-8',
-        errors: str = 'strict'
-    ) -> str:
-        with open(where(), encoding=encoding) as data:
-            return data.read()
-
-    # If we don't have importlib.resources, then we will just do the old logic
-    # of assuming we're on the filesystem and munge the path directly.
-    def where() -> str:
-        f = os.path.dirname(__file__)
-
-        return os.path.join(f, "cacert.pem")
-
-    def contents() -> str:
-        return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/certifi/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/certifi/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
deleted file mode 100644
index ad82355b8..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2019 TAHRI Ahmed R.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
deleted file mode 100644
index 822550e36..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
+++ /dev/null
@@ -1,683 +0,0 @@
-Metadata-Version: 2.1
-Name: charset-normalizer
-Version: 3.3.2
-Summary: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
-Home-page: https://github.com/Ousret/charset_normalizer
-Author: Ahmed TAHRI
-Author-email: ahmed.tahri@cloudnursery.dev
-License: MIT
-Project-URL: Bug Reports, https://github.com/Ousret/charset_normalizer/issues
-Project-URL: Documentation, https://charset-normalizer.readthedocs.io/en/latest
-Keywords: encoding,charset,charset-detector,detector,normalization,unicode,chardet,detect
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Intended Audience :: Developers
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Text Processing :: Linguistic
-Classifier: Topic :: Utilities
-Classifier: Typing :: Typed
-Requires-Python: >=3.7.0
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Provides-Extra: unicode_backport
-
-<h1 align="center">Charset Detection, for Everyone 👋</h1>
-
-<p align="center">
-  <sup>The Real First Universal Charset Detector</sup><br>
-  <a href="https://pypi.org/project/charset-normalizer">
-    <img src="https://img.shields.io/pypi/pyversions/charset_normalizer.svg?orange=blue" />
-  </a>
-  <a href="https://pepy.tech/project/charset-normalizer/">
-    <img alt="Download Count Total" src="https://static.pepy.tech/badge/charset-normalizer/month" />
-  </a>
-  <a href="https://bestpractices.coreinfrastructure.org/projects/7297">
-    <img src="https://bestpractices.coreinfrastructure.org/projects/7297/badge">
-  </a>
-</p>
-<p align="center">
-  <sup><i>Featured Packages</i></sup><br>
-  <a href="https://github.com/jawah/niquests">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Niquests-HTTP_1.1%2C%202%2C_and_3_Client-cyan">
-  </a>
-  <a href="https://github.com/jawah/wassima">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Wassima-Certifi_Killer-cyan">
-  </a>
-</p>
-<p align="center">
-  <sup><i>In other language (unofficial port - by the community)</i></sup><br>
-  <a href="https://github.com/nickspring/charset-normalizer-rs">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Rust-red">
-  </a>
-</p>
-
-> A library that helps you read text from an unknown charset encoding.<br /> Motivated by `chardet`,
-> I'm trying to resolve the issue by taking a new approach.
-> All IANA character set names for which the Python core library provides codecs are supported.
-
-<p align="center">
-  >>>>> <a href="https://charsetnormalizerweb.ousret.now.sh" target="_blank">👉 Try Me Online Now, Then Adopt Me 👈 </a> <<<<<
-</p>
-
-This project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.
-
-| Feature                                          | [Chardet](https://github.com/chardet/chardet) |                                         Charset Normalizer                                         | [cChardet](https://github.com/PyYoshi/cChardet) |
-|--------------------------------------------------|:---------------------------------------------:|:--------------------------------------------------------------------------------------------------:|:-----------------------------------------------:|
-| `Fast`                                           |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
-| `Universal**`                                    |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
-| `Reliable` **without** distinguishable standards |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
-| `Reliable` **with** distinguishable standards    |                       ✅                       |                                                 ✅                                                  |                        ✅                        |
-| `License`                                        |           LGPL-2.1<br>_restrictive_           |                                                MIT                                                 |            MPL-1.1<br>_restrictive_             |
-| `Native Python`                                  |                       ✅                       |                                                 ✅                                                  |                        ❌                        |
-| `Detect spoken language`                         |                       ❌                       |                                                 ✅                                                  |                       N/A                       |
-| `UnicodeDecodeError Safety`                      |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
-| `Whl Size (min)`                                 |                   193.6 kB                    |                                               42 kB                                                |                     ~200 kB                     |
-| `Supported Encoding`                             |                      33                       | 🎉 [99](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings) |                       40                        |
-
-<p align="center">
-<img src="https://i.imgflip.com/373iay.gif" alt="Reading Normalized Text" width="226"/><img src="https://media.tenor.com/images/c0180f70732a18b4965448d33adba3d0/tenor.gif" alt="Cat Reading Text" width="200"/>
-</p>
-
-*\*\* : They are clearly using specific code for a specific encoding even if covering most of used one*<br> 
-Did you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)
-
-## ⚡ Performance
-
-This package offer better performance than its counterpart Chardet. Here are some numbers.
-
-| Package                                       | Accuracy | Mean per file (ms) | File per sec (est) |
-|-----------------------------------------------|:--------:|:------------------:|:------------------:|
-| [chardet](https://github.com/chardet/chardet) |   86 %   |       200 ms       |     5 file/sec     |
-| charset-normalizer                            | **98 %** |     **10 ms**      |    100 file/sec    |
-
-| Package                                       | 99th percentile | 95th percentile | 50th percentile |
-|-----------------------------------------------|:---------------:|:---------------:|:---------------:|
-| [chardet](https://github.com/chardet/chardet) |     1200 ms     |     287 ms      |      23 ms      |
-| charset-normalizer                            |     100 ms      |      50 ms      |      5 ms       |
-
-Chardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.
-
-> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.
-> And yes, these results might change at any time. The dataset can be updated to include more files.
-> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.
-> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability
-> (eg. Supported Encoding) Challenge-them if you want.
-
-## ✨ Installation
-
-Using pip:
-
-```sh
-pip install charset-normalizer -U
-```
-
-## 🚀 Basic Usage
-
-### CLI
-This package comes with a CLI.
-
-```
-usage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]
-                  file [file ...]
-
-The Real First Universal Charset Detector. Discover originating encoding used
-on text file. Normalize text to unicode.
-
-positional arguments:
-  files                 File(s) to be analysed
-
-optional arguments:
-  -h, --help            show this help message and exit
-  -v, --verbose         Display complementary information about file if any.
-                        Stdout will contain logs about the detection process.
-  -a, --with-alternative
-                        Output complementary possibilities if any. Top-level
-                        JSON WILL be a list.
-  -n, --normalize       Permit to normalize input file. If not set, program
-                        does not write anything.
-  -m, --minimal         Only output the charset detected to STDOUT. Disabling
-                        JSON output.
-  -r, --replace         Replace file when trying to normalize it instead of
-                        creating a new one.
-  -f, --force           Replace file without asking if you are sure, use this
-                        flag with caution.
-  -t THRESHOLD, --threshold THRESHOLD
-                        Define a custom maximum amount of chaos allowed in
-                        decoded content. 0. <= chaos <= 1.
-  --version             Show version information and exit.
-```
-
-```bash
-normalizer ./data/sample.1.fr.srt
-```
-
-or
-
-```bash
-python -m charset_normalizer ./data/sample.1.fr.srt
-```
-
-🎉 Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.
-
-```json
-{
-    "path": "/home/default/projects/charset_normalizer/data/sample.1.fr.srt",
-    "encoding": "cp1252",
-    "encoding_aliases": [
-        "1252",
-        "windows_1252"
-    ],
-    "alternative_encodings": [
-        "cp1254",
-        "cp1256",
-        "cp1258",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-        "mbcs"
-    ],
-    "language": "French",
-    "alphabets": [
-        "Basic Latin",
-        "Latin-1 Supplement"
-    ],
-    "has_sig_or_bom": false,
-    "chaos": 0.149,
-    "coherence": 97.152,
-    "unicode_path": null,
-    "is_preferred": true
-}
-```
-
-### Python
-*Just print out normalized text*
-```python
-from charset_normalizer import from_path
-
-results = from_path('./my_subtitle.srt')
-
-print(str(results.best()))
-```
-
-*Upgrade your code without effort*
-```python
-from charset_normalizer import detect
-```
-
-The above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.
-
-See the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)
-
-## 😇 Why
-
-When I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a
-reliable alternative using a completely different method. Also! I never back down on a good challenge!
-
-I **don't care** about the **originating charset** encoding, because **two different tables** can
-produce **two identical rendered string.**
-What I want is to get readable text, the best I can. 
-
-In a way, **I'm brute forcing text decoding.** How cool is that ? 😎
-
-Don't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.
-
-## 🍰 How
-
-  - Discard all charset encoding table that could not fit the binary content.
-  - Measure noise, or the mess once opened (by chunks) with a corresponding charset encoding.
-  - Extract matches with the lowest mess detected.
-  - Additionally, we measure coherence / probe for a language.
-
-**Wait a minute**, what is noise/mess and coherence according to **YOU ?**
-
-*Noise :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then
-**I established** some ground rules about **what is obvious** when **it seems like** a mess.
- I know that my interpretation of what is noise is probably incomplete, feel free to contribute in order to
- improve or rewrite it.
-
-*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought
-that intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.
-
-## ⚡ Known limitations
-
-  - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))
-  - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.
-
-## ⚠️ About Python EOLs
-
-**If you are running:**
-
-- Python >=2.7,<3.5: Unsupported
-- Python 3.5: charset-normalizer < 2.1
-- Python 3.6: charset-normalizer < 3.1
-- Python 3.7: charset-normalizer < 4.0
-
-Upgrade your Python interpreter as soon as possible.
-
-## 👤 Contributing
-
-Contributions, issues and feature requests are very much welcome.<br />
-Feel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.
-
-## 📝 License
-
-Copyright © [Ahmed TAHRI @Ousret](https://github.com/Ousret).<br />
-This project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.
-
-Characters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)
-
-## 💼 For Enterprise
-
-Professional support for charset-normalizer is available as part of the [Tidelift
-Subscription][1]. Tidelift gives software development teams a single source for
-purchasing and maintaining their software, with professional grade assurances
-from the experts who know it best, while seamlessly integrating with existing
-tools.
-
-[1]: https://tidelift.com/subscription/pkg/pypi-charset-normalizer?utm_source=pypi-charset-normalizer&utm_medium=readme
-
-# Changelog
-All notable changes to charset-normalizer will be documented in this file. This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
-The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
-
-## [3.3.2](https://github.com/Ousret/charset_normalizer/compare/3.3.1...3.3.2) (2023-10-31)
-
-### Fixed
-- Unintentional memory usage regression when using large payload that match several encoding (#376)
-- Regression on some detection case showcased in the documentation (#371)
-
-### Added
-- Noise (md) probe that identify malformed arabic representation due to the presence of letters in isolated form (credit to my wife)
-
-## [3.3.1](https://github.com/Ousret/charset_normalizer/compare/3.3.0...3.3.1) (2023-10-22)
-
-### Changed
-- Optional mypyc compilation upgraded to version 1.6.1 for Python >= 3.8
-- Improved the general detection reliability based on reports from the community
-
-## [3.3.0](https://github.com/Ousret/charset_normalizer/compare/3.2.0...3.3.0) (2023-09-30)
-
-### Added
-- Allow to execute the CLI (e.g. normalizer) through `python -m charset_normalizer.cli` or `python -m charset_normalizer`
-- Support for 9 forgotten encoding that are supported by Python but unlisted in `encoding.aliases` as they have no alias (#323)
-
-### Removed
-- (internal) Redundant utils.is_ascii function and unused function is_private_use_only
-- (internal) charset_normalizer.assets is moved inside charset_normalizer.constant
-
-### Changed
-- (internal) Unicode code blocks in constants are updated using the latest v15.0.0 definition to improve detection
-- Optional mypyc compilation upgraded to version 1.5.1 for Python >= 3.8
-
-### Fixed
-- Unable to properly sort CharsetMatch when both chaos/noise and coherence were close due to an unreachable condition in \_\_lt\_\_ (#350)
-
-## [3.2.0](https://github.com/Ousret/charset_normalizer/compare/3.1.0...3.2.0) (2023-06-07)
-
-### Changed
-- Typehint for function `from_path` no longer enforce `PathLike` as its first argument
-- Minor improvement over the global detection reliability
-
-### Added
-- Introduce function `is_binary` that relies on main capabilities, and optimized to detect binaries
-- Propagate `enable_fallback` argument throughout `from_bytes`, `from_path`, and `from_fp` that allow a deeper control over the detection (default True)
-- Explicit support for Python 3.12
-
-### Fixed
-- Edge case detection failure where a file would contain 'very-long' camel cased word (Issue #289)
-
-## [3.1.0](https://github.com/Ousret/charset_normalizer/compare/3.0.1...3.1.0) (2023-03-06)
-
-### Added
-- Argument `should_rename_legacy` for legacy function `detect` and disregard any new arguments without errors (PR #262)
-
-### Removed
-- Support for Python 3.6 (PR #260)
-
-### Changed
-- Optional speedup provided by mypy/c 1.0.1
-
-## [3.0.1](https://github.com/Ousret/charset_normalizer/compare/3.0.0...3.0.1) (2022-11-18)
-
-### Fixed
-- Multi-bytes cutter/chunk generator did not always cut correctly (PR #233)
-
-### Changed
-- Speedup provided by mypy/c 0.990 on Python >= 3.7
-
-## [3.0.0](https://github.com/Ousret/charset_normalizer/compare/2.1.1...3.0.0) (2022-10-20)
-
-### Added
-- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
-- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
-- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
-- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
-
-### Changed
-- Build with static metadata using 'build' frontend
-- Make the language detection stricter
-- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
-
-### Fixed
-- CLI with opt --normalize fail when using full path for files
-- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
-- Sphinx warnings when generating the documentation
-
-### Removed
-- Coherence detector no longer return 'Simple English' instead return 'English'
-- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
-- Breaking: Method `first()` and `best()` from CharsetMatch
-- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
-- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
-- Breaking: Top-level function `normalize`
-- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
-- Support for the backport `unicodedata2`
-
-## [3.0.0rc1](https://github.com/Ousret/charset_normalizer/compare/3.0.0b2...3.0.0rc1) (2022-10-18)
-
-### Added
-- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
-- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
-- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
-
-### Changed
-- Build with static metadata using 'build' frontend
-- Make the language detection stricter
-
-### Fixed
-- CLI with opt --normalize fail when using full path for files
-- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
-
-### Removed
-- Coherence detector no longer return 'Simple English' instead return 'English'
-- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
-
-## [3.0.0b2](https://github.com/Ousret/charset_normalizer/compare/3.0.0b1...3.0.0b2) (2022-08-21)
-
-### Added
-- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
-
-### Removed
-- Breaking: Method `first()` and `best()` from CharsetMatch
-- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
-
-### Fixed
-- Sphinx warnings when generating the documentation
-
-## [3.0.0b1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...3.0.0b1) (2022-08-15)
-
-### Changed
-- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
-
-### Removed
-- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
-- Breaking: Top-level function `normalize`
-- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
-- Support for the backport `unicodedata2`
-
-## [2.1.1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...2.1.1) (2022-08-19)
-
-### Deprecated
-- Function `normalize` scheduled for removal in 3.0
-
-### Changed
-- Removed useless call to decode in fn is_unprintable (#206)
-
-### Fixed
-- Third-party library (i18n xgettext) crashing not recognizing utf_8 (PEP 263) with underscore from [@aleksandernovikov](https://github.com/aleksandernovikov) (#204)
-
-## [2.1.0](https://github.com/Ousret/charset_normalizer/compare/2.0.12...2.1.0) (2022-06-19)
-
-### Added
-- Output the Unicode table version when running the CLI with `--version` (PR #194)
-
-### Changed
-- Re-use decoded buffer for single byte character sets from [@nijel](https://github.com/nijel) (PR #175)
-- Fixing some performance bottlenecks from [@deedy5](https://github.com/deedy5) (PR #183)
-
-### Fixed
-- Workaround potential bug in cpython with Zero Width No-Break Space located in Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space (PR #175)
-- CLI default threshold aligned with the API threshold from [@oleksandr-kuzmenko](https://github.com/oleksandr-kuzmenko) (PR #181)
-
-### Removed
-- Support for Python 3.5 (PR #192)
-
-### Deprecated
-- Use of backport unicodedata from `unicodedata2` as Python is quickly catching up, scheduled for removal in 3.0 (PR #194)
-
-## [2.0.12](https://github.com/Ousret/charset_normalizer/compare/2.0.11...2.0.12) (2022-02-12)
-
-### Fixed
-- ASCII miss-detection on rare cases (PR #170) 
-
-## [2.0.11](https://github.com/Ousret/charset_normalizer/compare/2.0.10...2.0.11) (2022-01-30)
-
-### Added
-- Explicit support for Python 3.11 (PR #164)
-
-### Changed
-- The logging behavior have been completely reviewed, now using only TRACE and DEBUG levels (PR #163 #165)
-
-## [2.0.10](https://github.com/Ousret/charset_normalizer/compare/2.0.9...2.0.10) (2022-01-04)
-
-### Fixed
-- Fallback match entries might lead to UnicodeDecodeError for large bytes sequence (PR #154)
-
-### Changed
-- Skipping the language-detection (CD) on ASCII (PR #155)
-
-## [2.0.9](https://github.com/Ousret/charset_normalizer/compare/2.0.8...2.0.9) (2021-12-03)
-
-### Changed
-- Moderating the logging impact (since 2.0.8) for specific environments (PR #147)
-
-### Fixed
-- Wrong logging level applied when setting kwarg `explain` to True (PR #146)
-
-## [2.0.8](https://github.com/Ousret/charset_normalizer/compare/2.0.7...2.0.8) (2021-11-24)
-### Changed
-- Improvement over Vietnamese detection (PR #126)
-- MD improvement on trailing data and long foreign (non-pure latin) data (PR #124)
-- Efficiency improvements in cd/alphabet_languages from [@adbar](https://github.com/adbar) (PR #122)
-- call sum() without an intermediary list following PEP 289 recommendations from [@adbar](https://github.com/adbar) (PR #129)
-- Code style as refactored by Sourcery-AI (PR #131) 
-- Minor adjustment on the MD around european words (PR #133)
-- Remove and replace SRTs from assets / tests (PR #139)
-- Initialize the library logger with a `NullHandler` by default from [@nmaynes](https://github.com/nmaynes) (PR #135)
-- Setting kwarg `explain` to True will add provisionally (bounded to function lifespan) a specific stream handler (PR #135)
-
-### Fixed
-- Fix large (misleading) sequence giving UnicodeDecodeError (PR #137)
-- Avoid using too insignificant chunk (PR #137)
-
-### Added
-- Add and expose function `set_logging_handler` to configure a specific StreamHandler from [@nmaynes](https://github.com/nmaynes) (PR #135)
-- Add `CHANGELOG.md` entries, format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) (PR #141)
-
-## [2.0.7](https://github.com/Ousret/charset_normalizer/compare/2.0.6...2.0.7) (2021-10-11)
-### Added
-- Add support for Kazakh (Cyrillic) language detection (PR #109)
-
-### Changed
-- Further, improve inferring the language from a given single-byte code page (PR #112)
-- Vainly trying to leverage PEP263 when PEP3120 is not supported (PR #116)
-- Refactoring for potential performance improvements in loops from [@adbar](https://github.com/adbar) (PR #113)
-- Various detection improvement (MD+CD) (PR #117)
-
-### Removed
-- Remove redundant logging entry about detected language(s) (PR #115)
-
-### Fixed
-- Fix a minor inconsistency between Python 3.5 and other versions regarding language detection (PR #117 #102)
-
-## [2.0.6](https://github.com/Ousret/charset_normalizer/compare/2.0.5...2.0.6) (2021-09-18)
-### Fixed
-- Unforeseen regression with the loss of the backward-compatibility with some older minor of Python 3.5.x (PR #100)
-- Fix CLI crash when using --minimal output in certain cases (PR #103)
-
-### Changed
-- Minor improvement to the detection efficiency (less than 1%) (PR #106 #101)
-
-## [2.0.5](https://github.com/Ousret/charset_normalizer/compare/2.0.4...2.0.5) (2021-09-14)
-### Changed
-- The project now comply with: flake8, mypy, isort and black to ensure a better overall quality (PR #81)
-- The BC-support with v1.x was improved, the old staticmethods are restored (PR #82)
-- The Unicode detection is slightly improved (PR #93)
-- Add syntax sugar \_\_bool\_\_ for results CharsetMatches list-container (PR #91)
-
-### Removed
-- The project no longer raise warning on tiny content given for detection, will be simply logged as warning instead (PR #92)
-
-### Fixed
-- In some rare case, the chunks extractor could cut in the middle of a multi-byte character and could mislead the mess detection (PR #95)
-- Some rare 'space' characters could trip up the UnprintablePlugin/Mess detection (PR #96)
-- The MANIFEST.in was not exhaustive (PR #78)
-
-## [2.0.4](https://github.com/Ousret/charset_normalizer/compare/2.0.3...2.0.4) (2021-07-30)
-### Fixed
-- The CLI no longer raise an unexpected exception when no encoding has been found (PR #70)
-- Fix accessing the 'alphabets' property when the payload contains surrogate characters (PR #68)
-- The logger could mislead (explain=True) on detected languages and the impact of one MBCS match (PR #72)
-- Submatch factoring could be wrong in rare edge cases (PR #72)
-- Multiple files given to the CLI were ignored when publishing results to STDOUT. (After the first path) (PR #72)
-- Fix line endings from CRLF to LF for certain project files (PR #67)
-
-### Changed
-- Adjust the MD to lower the sensitivity, thus improving the global detection reliability (PR #69 #76)
-- Allow fallback on specified encoding if any (PR #71)
-
-## [2.0.3](https://github.com/Ousret/charset_normalizer/compare/2.0.2...2.0.3) (2021-07-16)
-### Changed
-- Part of the detection mechanism has been improved to be less sensitive, resulting in more accurate detection results. Especially ASCII. (PR #63)
-- According to the community wishes, the detection will fall back on ASCII or UTF-8 in a last-resort case. (PR #64)
-
-## [2.0.2](https://github.com/Ousret/charset_normalizer/compare/2.0.1...2.0.2) (2021-07-15)
-### Fixed
-- Empty/Too small JSON payload miss-detection fixed. Report from [@tseaver](https://github.com/tseaver) (PR #59) 
-
-### Changed
-- Don't inject unicodedata2 into sys.modules from [@akx](https://github.com/akx) (PR #57)
-
-## [2.0.1](https://github.com/Ousret/charset_normalizer/compare/2.0.0...2.0.1) (2021-07-13)
-### Fixed
-- Make it work where there isn't a filesystem available, dropping assets frequencies.json. Report from [@sethmlarson](https://github.com/sethmlarson). (PR #55)
-- Using explain=False permanently disable the verbose output in the current runtime (PR #47)
-- One log entry (language target preemptive) was not show in logs when using explain=True (PR #47)
-- Fix undesired exception (ValueError) on getitem of instance CharsetMatches (PR #52)
-
-### Changed
-- Public function normalize default args values were not aligned with from_bytes (PR #53)
-
-### Added
-- You may now use charset aliases in cp_isolation and cp_exclusion arguments (PR #47)
-
-## [2.0.0](https://github.com/Ousret/charset_normalizer/compare/1.4.1...2.0.0) (2021-07-02)
-### Changed
-- 4x to 5 times faster than the previous 1.4.0 release. At least 2x faster than Chardet.
-- Accent has been made on UTF-8 detection, should perform rather instantaneous.
-- The backward compatibility with Chardet has been greatly improved. The legacy detect function returns an identical charset name whenever possible.
-- The detection mechanism has been slightly improved, now Turkish content is detected correctly (most of the time)
-- The program has been rewritten to ease the readability and maintainability. (+Using static typing)+
-- utf_7 detection has been reinstated.
-
-### Removed
-- This package no longer require anything when used with Python 3.5 (Dropped cached_property)
-- Removed support for these languages: Catalan, Esperanto, Kazakh, Baque, Volapük, Azeri, Galician, Nynorsk, Macedonian, and Serbocroatian.
-- The exception hook on UnicodeDecodeError has been removed.
-
-### Deprecated
-- Methods coherence_non_latin, w_counter, chaos_secondary_pass of the class CharsetMatch are now deprecated and scheduled for removal in v3.0
-
-### Fixed
-- The CLI output used the relative path of the file(s). Should be absolute.
-
-## [1.4.1](https://github.com/Ousret/charset_normalizer/compare/1.4.0...1.4.1) (2021-05-28)
-### Fixed
-- Logger configuration/usage no longer conflict with others (PR #44)
-
-## [1.4.0](https://github.com/Ousret/charset_normalizer/compare/1.3.9...1.4.0) (2021-05-21)
-### Removed
-- Using standard logging instead of using the package loguru.
-- Dropping nose test framework in favor of the maintained pytest.
-- Choose to not use dragonmapper package to help with gibberish Chinese/CJK text.
-- Require cached_property only for Python 3.5 due to constraint. Dropping for every other interpreter version.
-- Stop support for UTF-7 that does not contain a SIG.
-- Dropping PrettyTable, replaced with pure JSON output in CLI.
-
-### Fixed
-- BOM marker in a CharsetNormalizerMatch instance could be False in rare cases even if obviously present. Due to the sub-match factoring process.
-- Not searching properly for the BOM when trying utf32/16 parent codec.
-
-### Changed
-- Improving the package final size by compressing frequencies.json.
-- Huge improvement over the larges payload.
-
-### Added
-- CLI now produces JSON consumable output.
-- Return ASCII if given sequences fit. Given reasonable confidence.
-
-## [1.3.9](https://github.com/Ousret/charset_normalizer/compare/1.3.8...1.3.9) (2021-05-13)
-
-### Fixed
-- In some very rare cases, you may end up getting encode/decode errors due to a bad bytes payload (PR #40)
-
-## [1.3.8](https://github.com/Ousret/charset_normalizer/compare/1.3.7...1.3.8) (2021-05-12)
-
-### Fixed
-- Empty given payload for detection may cause an exception if trying to access the `alphabets` property. (PR #39)
-
-## [1.3.7](https://github.com/Ousret/charset_normalizer/compare/1.3.6...1.3.7) (2021-05-12)
-
-### Fixed
-- The legacy detect function should return UTF-8-SIG if sig is present in the payload. (PR #38)
-
-## [1.3.6](https://github.com/Ousret/charset_normalizer/compare/1.3.5...1.3.6) (2021-02-09)
-
-### Changed
-- Amend the previous release to allow prettytable 2.0 (PR #35)
-
-## [1.3.5](https://github.com/Ousret/charset_normalizer/compare/1.3.4...1.3.5) (2021-02-08)
-
-### Fixed
-- Fix error while using the package with a python pre-release interpreter (PR #33)
-
-### Changed
-- Dependencies refactoring, constraints revised.
-
-### Added
-- Add python 3.9 and 3.10 to the supported interpreters
-
-MIT License
-
-Copyright (c) 2019 TAHRI Ahmed R.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
deleted file mode 100644
index 824988d23..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
+++ /dev/null
@@ -1,35 +0,0 @@
-../../bin/normalizer,sha256=LFfxROmSnx8PMVKNwCmMt2HDJ9Xb6iM0EJs0AN3oQ8A,309
-charset_normalizer-3.3.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-charset_normalizer-3.3.2.dist-info/LICENSE,sha256=6zGgxaT7Cbik4yBV0lweX5w1iidS_vPNcgIT0cz-4kE,1070
-charset_normalizer-3.3.2.dist-info/METADATA,sha256=cfLhl5A6SI-F0oclm8w8ux9wshL1nipdeCdVnYb4AaA,33550
-charset_normalizer-3.3.2.dist-info/RECORD,,
-charset_normalizer-3.3.2.dist-info/WHEEL,sha256=1K25WgJ_KyfvTx-UW0AtTToB1lRjnG-GzH7SmFlnRPw,111
-charset_normalizer-3.3.2.dist-info/entry_points.txt,sha256=ADSTKrkXZ3hhdOVFi6DcUEHQRS0xfxDIE_pEz4wLIXA,65
-charset_normalizer-3.3.2.dist-info/top_level.txt,sha256=7ASyzePr8_xuZWJsnqJjIBtyV8vhEo0wBCv1MPRRi3Q,19
-charset_normalizer/__init__.py,sha256=UzI3xC8PhmcLRMzSgPb6minTmRq0kWznnCBJ8ZCc2XI,1577
-charset_normalizer/__main__.py,sha256=JxY8bleaENOFlLRb9HfoeZCzAMnn2A1oGR5Xm2eyqg0,73
-charset_normalizer/__pycache__/__init__.cpython-311.pyc,,
-charset_normalizer/__pycache__/__main__.cpython-311.pyc,,
-charset_normalizer/__pycache__/api.cpython-311.pyc,,
-charset_normalizer/__pycache__/cd.cpython-311.pyc,,
-charset_normalizer/__pycache__/constant.cpython-311.pyc,,
-charset_normalizer/__pycache__/legacy.cpython-311.pyc,,
-charset_normalizer/__pycache__/md.cpython-311.pyc,,
-charset_normalizer/__pycache__/models.cpython-311.pyc,,
-charset_normalizer/__pycache__/utils.cpython-311.pyc,,
-charset_normalizer/__pycache__/version.cpython-311.pyc,,
-charset_normalizer/api.py,sha256=WOlWjy6wT8SeMYFpaGbXZFN1TMXa-s8vZYfkL4G29iQ,21097
-charset_normalizer/cd.py,sha256=xwZliZcTQFA3jU0c00PRiu9MNxXTFxQkFLWmMW24ZzI,12560
-charset_normalizer/cli/__init__.py,sha256=D5ERp8P62llm2FuoMzydZ7d9rs8cvvLXqE-1_6oViPc,100
-charset_normalizer/cli/__main__.py,sha256=2F-xURZJzo063Ye-2RLJ2wcmURpbKeAzKwpiws65dAs,9744
-charset_normalizer/cli/__pycache__/__init__.cpython-311.pyc,,
-charset_normalizer/cli/__pycache__/__main__.cpython-311.pyc,,
-charset_normalizer/constant.py,sha256=p0IsOVcEbPWYPOdWhnhRbjK1YVBy6fs05C5vKC-zoxU,40481
-charset_normalizer/legacy.py,sha256=T-QuVMsMeDiQEk8WSszMrzVJg_14AMeSkmHdRYhdl1k,2071
-charset_normalizer/md.cpython-311-darwin.so,sha256=OiyW5lqB7AjKTjTrjNitBY5KKuGMheybG2G8wJeEO6E,33152
-charset_normalizer/md.py,sha256=NkSuVLK13_a8c7BxZ4cGIQ5vOtGIWOdh22WZEvjp-7U,19624
-charset_normalizer/md__mypyc.cpython-311-darwin.so,sha256=4kdSJP5eNMOfCSeGHpSa5_ff7vNw2hX1e_d-Q4oQ6yg,215680
-charset_normalizer/models.py,sha256=I5i0s4aKCCgLPY2tUY3pwkgFA-BUbbNxQ7hVkVTt62s,11624
-charset_normalizer/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-charset_normalizer/utils.py,sha256=teiosMqzKjXyAHXnGdjSBOgnBZwx-SkBbCLrx0UXy8M,11894
-charset_normalizer/version.py,sha256=iHKUfHD3kDRSyrh_BN2ojh43TA5-UZQjvbVIEFfpHDs,79
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
deleted file mode 100644
index a65e9b2f2..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.41.2)
-Root-Is-Purelib: false
-Tag: cp311-cp311-macosx_10_9_x86_64
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
deleted file mode 100644
index 65619e73e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-[console_scripts]
-normalizer = charset_normalizer.cli:cli_detect
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
deleted file mode 100644
index 66958f0a0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-charset_normalizer
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__init__.py
deleted file mode 100644
index 55991fc38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__init__.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-Charset-Normalizer
-~~~~~~~~~~~~~~
-The Real First Universal Charset Detector.
-A library that helps you read text from an unknown charset encoding.
-Motivated by chardet, This package is trying to resolve the issue by taking a new approach.
-All IANA character set names for which the Python core library provides codecs are supported.
-
-Basic usage:
-   >>> from charset_normalizer import from_bytes
-   >>> results = from_bytes('Bсеки човек има право на образование. Oбразованието!'.encode('utf_8'))
-   >>> best_guess = results.best()
-   >>> str(best_guess)
-   'Bсеки човек има право на образование. Oбразованието!'
-
-Others methods and usages are available - see the full documentation
-at <https://github.com/Ousret/charset_normalizer>.
-:copyright: (c) 2021 by Ahmed TAHRI
-:license: MIT, see LICENSE for more details.
-"""
-import logging
-
-from .api import from_bytes, from_fp, from_path, is_binary
-from .legacy import detect
-from .models import CharsetMatch, CharsetMatches
-from .utils import set_logging_handler
-from .version import VERSION, __version__
-
-__all__ = (
-    "from_fp",
-    "from_path",
-    "from_bytes",
-    "is_binary",
-    "detect",
-    "CharsetMatch",
-    "CharsetMatches",
-    "__version__",
-    "VERSION",
-    "set_logging_handler",
-)
-
-# Attach a NullHandler to the top level logger by default
-# https://docs.python.org/3.3/howto/logging.html#configuring-logging-for-a-library
-
-logging.getLogger("charset_normalizer").addHandler(logging.NullHandler())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__main__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__main__.py
deleted file mode 100644
index beae2ef77..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/__main__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from .cli import cli_detect
-
-if __name__ == "__main__":
-    cli_detect()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/api.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/api.py
deleted file mode 100644
index 0ba08e3a5..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/api.py
+++ /dev/null
@@ -1,626 +0,0 @@
-import logging
-from os import PathLike
-from typing import BinaryIO, List, Optional, Set, Union
-
-from .cd import (
-    coherence_ratio,
-    encoding_languages,
-    mb_encoding_languages,
-    merge_coherence_ratios,
-)
-from .constant import IANA_SUPPORTED, TOO_BIG_SEQUENCE, TOO_SMALL_SEQUENCE, TRACE
-from .md import mess_ratio
-from .models import CharsetMatch, CharsetMatches
-from .utils import (
-    any_specified_encoding,
-    cut_sequence_chunks,
-    iana_name,
-    identify_sig_or_bom,
-    is_cp_similar,
-    is_multi_byte_encoding,
-    should_strip_sig_or_bom,
-)
-
-# Will most likely be controversial
-# logging.addLevelName(TRACE, "TRACE")
-logger = logging.getLogger("charset_normalizer")
-explain_handler = logging.StreamHandler()
-explain_handler.setFormatter(
-    logging.Formatter("%(asctime)s | %(levelname)s | %(message)s")
-)
-
-
-def from_bytes(
-    sequences: Union[bytes, bytearray],
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.2,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Given a raw bytes sequence, return the best possibles charset usable to render str objects.
-    If there is no results, it is a strong indicator that the source is binary/not text.
-    By default, the process will extract 5 blocks of 512o each to assess the mess and coherence of a given sequence.
-    And will give up a particular code page after 20% of measured mess. Those criteria are customizable at will.
-
-    The preemptive behavior DOES NOT replace the traditional detection workflow, it prioritize a particular code page
-    but never take it for granted. Can improve the performance.
-
-    You may want to focus your attention to some code page or/and not others, use cp_isolation and cp_exclusion for that
-    purpose.
-
-    This function will strip the SIG in the payload/sequence every time except on UTF-16, UTF-32.
-    By default the library does not setup any handler other than the NullHandler, if you choose to set the 'explain'
-    toggle to True it will alter the logger configuration to add a StreamHandler that is suitable for debugging.
-    Custom logging format and handler can be set manually.
-    """
-
-    if not isinstance(sequences, (bytearray, bytes)):
-        raise TypeError(
-            "Expected object of type bytes or bytearray, got: {0}".format(
-                type(sequences)
-            )
-        )
-
-    if explain:
-        previous_logger_level: int = logger.level
-        logger.addHandler(explain_handler)
-        logger.setLevel(TRACE)
-
-    length: int = len(sequences)
-
-    if length == 0:
-        logger.debug("Encoding detection on empty bytes, assuming utf_8 intention.")
-        if explain:
-            logger.removeHandler(explain_handler)
-            logger.setLevel(previous_logger_level or logging.WARNING)
-        return CharsetMatches([CharsetMatch(sequences, "utf_8", 0.0, False, [], "")])
-
-    if cp_isolation is not None:
-        logger.log(
-            TRACE,
-            "cp_isolation is set. use this flag for debugging purpose. "
-            "limited list of encoding allowed : %s.",
-            ", ".join(cp_isolation),
-        )
-        cp_isolation = [iana_name(cp, False) for cp in cp_isolation]
-    else:
-        cp_isolation = []
-
-    if cp_exclusion is not None:
-        logger.log(
-            TRACE,
-            "cp_exclusion is set. use this flag for debugging purpose. "
-            "limited list of encoding excluded : %s.",
-            ", ".join(cp_exclusion),
-        )
-        cp_exclusion = [iana_name(cp, False) for cp in cp_exclusion]
-    else:
-        cp_exclusion = []
-
-    if length <= (chunk_size * steps):
-        logger.log(
-            TRACE,
-            "override steps (%i) and chunk_size (%i) as content does not fit (%i byte(s) given) parameters.",
-            steps,
-            chunk_size,
-            length,
-        )
-        steps = 1
-        chunk_size = length
-
-    if steps > 1 and length / steps < chunk_size:
-        chunk_size = int(length / steps)
-
-    is_too_small_sequence: bool = len(sequences) < TOO_SMALL_SEQUENCE
-    is_too_large_sequence: bool = len(sequences) >= TOO_BIG_SEQUENCE
-
-    if is_too_small_sequence:
-        logger.log(
-            TRACE,
-            "Trying to detect encoding from a tiny portion of ({}) byte(s).".format(
-                length
-            ),
-        )
-    elif is_too_large_sequence:
-        logger.log(
-            TRACE,
-            "Using lazy str decoding because the payload is quite large, ({}) byte(s).".format(
-                length
-            ),
-        )
-
-    prioritized_encodings: List[str] = []
-
-    specified_encoding: Optional[str] = (
-        any_specified_encoding(sequences) if preemptive_behaviour else None
-    )
-
-    if specified_encoding is not None:
-        prioritized_encodings.append(specified_encoding)
-        logger.log(
-            TRACE,
-            "Detected declarative mark in sequence. Priority +1 given for %s.",
-            specified_encoding,
-        )
-
-    tested: Set[str] = set()
-    tested_but_hard_failure: List[str] = []
-    tested_but_soft_failure: List[str] = []
-
-    fallback_ascii: Optional[CharsetMatch] = None
-    fallback_u8: Optional[CharsetMatch] = None
-    fallback_specified: Optional[CharsetMatch] = None
-
-    results: CharsetMatches = CharsetMatches()
-
-    sig_encoding, sig_payload = identify_sig_or_bom(sequences)
-
-    if sig_encoding is not None:
-        prioritized_encodings.append(sig_encoding)
-        logger.log(
-            TRACE,
-            "Detected a SIG or BOM mark on first %i byte(s). Priority +1 given for %s.",
-            len(sig_payload),
-            sig_encoding,
-        )
-
-    prioritized_encodings.append("ascii")
-
-    if "utf_8" not in prioritized_encodings:
-        prioritized_encodings.append("utf_8")
-
-    for encoding_iana in prioritized_encodings + IANA_SUPPORTED:
-        if cp_isolation and encoding_iana not in cp_isolation:
-            continue
-
-        if cp_exclusion and encoding_iana in cp_exclusion:
-            continue
-
-        if encoding_iana in tested:
-            continue
-
-        tested.add(encoding_iana)
-
-        decoded_payload: Optional[str] = None
-        bom_or_sig_available: bool = sig_encoding == encoding_iana
-        strip_sig_or_bom: bool = bom_or_sig_available and should_strip_sig_or_bom(
-            encoding_iana
-        )
-
-        if encoding_iana in {"utf_16", "utf_32"} and not bom_or_sig_available:
-            logger.log(
-                TRACE,
-                "Encoding %s won't be tested as-is because it require a BOM. Will try some sub-encoder LE/BE.",
-                encoding_iana,
-            )
-            continue
-        if encoding_iana in {"utf_7"} and not bom_or_sig_available:
-            logger.log(
-                TRACE,
-                "Encoding %s won't be tested as-is because detection is unreliable without BOM/SIG.",
-                encoding_iana,
-            )
-            continue
-
-        try:
-            is_multi_byte_decoder: bool = is_multi_byte_encoding(encoding_iana)
-        except (ModuleNotFoundError, ImportError):
-            logger.log(
-                TRACE,
-                "Encoding %s does not provide an IncrementalDecoder",
-                encoding_iana,
-            )
-            continue
-
-        try:
-            if is_too_large_sequence and is_multi_byte_decoder is False:
-                str(
-                    sequences[: int(50e4)]
-                    if strip_sig_or_bom is False
-                    else sequences[len(sig_payload) : int(50e4)],
-                    encoding=encoding_iana,
-                )
-            else:
-                decoded_payload = str(
-                    sequences
-                    if strip_sig_or_bom is False
-                    else sequences[len(sig_payload) :],
-                    encoding=encoding_iana,
-                )
-        except (UnicodeDecodeError, LookupError) as e:
-            if not isinstance(e, LookupError):
-                logger.log(
-                    TRACE,
-                    "Code page %s does not fit given bytes sequence at ALL. %s",
-                    encoding_iana,
-                    str(e),
-                )
-            tested_but_hard_failure.append(encoding_iana)
-            continue
-
-        similar_soft_failure_test: bool = False
-
-        for encoding_soft_failed in tested_but_soft_failure:
-            if is_cp_similar(encoding_iana, encoding_soft_failed):
-                similar_soft_failure_test = True
-                break
-
-        if similar_soft_failure_test:
-            logger.log(
-                TRACE,
-                "%s is deemed too similar to code page %s and was consider unsuited already. Continuing!",
-                encoding_iana,
-                encoding_soft_failed,
-            )
-            continue
-
-        r_ = range(
-            0 if not bom_or_sig_available else len(sig_payload),
-            length,
-            int(length / steps),
-        )
-
-        multi_byte_bonus: bool = (
-            is_multi_byte_decoder
-            and decoded_payload is not None
-            and len(decoded_payload) < length
-        )
-
-        if multi_byte_bonus:
-            logger.log(
-                TRACE,
-                "Code page %s is a multi byte encoding table and it appear that at least one character "
-                "was encoded using n-bytes.",
-                encoding_iana,
-            )
-
-        max_chunk_gave_up: int = int(len(r_) / 4)
-
-        max_chunk_gave_up = max(max_chunk_gave_up, 2)
-        early_stop_count: int = 0
-        lazy_str_hard_failure = False
-
-        md_chunks: List[str] = []
-        md_ratios = []
-
-        try:
-            for chunk in cut_sequence_chunks(
-                sequences,
-                encoding_iana,
-                r_,
-                chunk_size,
-                bom_or_sig_available,
-                strip_sig_or_bom,
-                sig_payload,
-                is_multi_byte_decoder,
-                decoded_payload,
-            ):
-                md_chunks.append(chunk)
-
-                md_ratios.append(
-                    mess_ratio(
-                        chunk,
-                        threshold,
-                        explain is True and 1 <= len(cp_isolation) <= 2,
-                    )
-                )
-
-                if md_ratios[-1] >= threshold:
-                    early_stop_count += 1
-
-                if (early_stop_count >= max_chunk_gave_up) or (
-                    bom_or_sig_available and strip_sig_or_bom is False
-                ):
-                    break
-        except (
-            UnicodeDecodeError
-        ) as e:  # Lazy str loading may have missed something there
-            logger.log(
-                TRACE,
-                "LazyStr Loading: After MD chunk decode, code page %s does not fit given bytes sequence at ALL. %s",
-                encoding_iana,
-                str(e),
-            )
-            early_stop_count = max_chunk_gave_up
-            lazy_str_hard_failure = True
-
-        # We might want to check the sequence again with the whole content
-        # Only if initial MD tests passes
-        if (
-            not lazy_str_hard_failure
-            and is_too_large_sequence
-            and not is_multi_byte_decoder
-        ):
-            try:
-                sequences[int(50e3) :].decode(encoding_iana, errors="strict")
-            except UnicodeDecodeError as e:
-                logger.log(
-                    TRACE,
-                    "LazyStr Loading: After final lookup, code page %s does not fit given bytes sequence at ALL. %s",
-                    encoding_iana,
-                    str(e),
-                )
-                tested_but_hard_failure.append(encoding_iana)
-                continue
-
-        mean_mess_ratio: float = sum(md_ratios) / len(md_ratios) if md_ratios else 0.0
-        if mean_mess_ratio >= threshold or early_stop_count >= max_chunk_gave_up:
-            tested_but_soft_failure.append(encoding_iana)
-            logger.log(
-                TRACE,
-                "%s was excluded because of initial chaos probing. Gave up %i time(s). "
-                "Computed mean chaos is %f %%.",
-                encoding_iana,
-                early_stop_count,
-                round(mean_mess_ratio * 100, ndigits=3),
-            )
-            # Preparing those fallbacks in case we got nothing.
-            if (
-                enable_fallback
-                and encoding_iana in ["ascii", "utf_8", specified_encoding]
-                and not lazy_str_hard_failure
-            ):
-                fallback_entry = CharsetMatch(
-                    sequences, encoding_iana, threshold, False, [], decoded_payload
-                )
-                if encoding_iana == specified_encoding:
-                    fallback_specified = fallback_entry
-                elif encoding_iana == "ascii":
-                    fallback_ascii = fallback_entry
-                else:
-                    fallback_u8 = fallback_entry
-            continue
-
-        logger.log(
-            TRACE,
-            "%s passed initial chaos probing. Mean measured chaos is %f %%",
-            encoding_iana,
-            round(mean_mess_ratio * 100, ndigits=3),
-        )
-
-        if not is_multi_byte_decoder:
-            target_languages: List[str] = encoding_languages(encoding_iana)
-        else:
-            target_languages = mb_encoding_languages(encoding_iana)
-
-        if target_languages:
-            logger.log(
-                TRACE,
-                "{} should target any language(s) of {}".format(
-                    encoding_iana, str(target_languages)
-                ),
-            )
-
-        cd_ratios = []
-
-        # We shall skip the CD when its about ASCII
-        # Most of the time its not relevant to run "language-detection" on it.
-        if encoding_iana != "ascii":
-            for chunk in md_chunks:
-                chunk_languages = coherence_ratio(
-                    chunk,
-                    language_threshold,
-                    ",".join(target_languages) if target_languages else None,
-                )
-
-                cd_ratios.append(chunk_languages)
-
-        cd_ratios_merged = merge_coherence_ratios(cd_ratios)
-
-        if cd_ratios_merged:
-            logger.log(
-                TRACE,
-                "We detected language {} using {}".format(
-                    cd_ratios_merged, encoding_iana
-                ),
-            )
-
-        results.append(
-            CharsetMatch(
-                sequences,
-                encoding_iana,
-                mean_mess_ratio,
-                bom_or_sig_available,
-                cd_ratios_merged,
-                decoded_payload,
-            )
-        )
-
-        if (
-            encoding_iana in [specified_encoding, "ascii", "utf_8"]
-            and mean_mess_ratio < 0.1
-        ):
-            logger.debug(
-                "Encoding detection: %s is most likely the one.", encoding_iana
-            )
-            if explain:
-                logger.removeHandler(explain_handler)
-                logger.setLevel(previous_logger_level)
-            return CharsetMatches([results[encoding_iana]])
-
-        if encoding_iana == sig_encoding:
-            logger.debug(
-                "Encoding detection: %s is most likely the one as we detected a BOM or SIG within "
-                "the beginning of the sequence.",
-                encoding_iana,
-            )
-            if explain:
-                logger.removeHandler(explain_handler)
-                logger.setLevel(previous_logger_level)
-            return CharsetMatches([results[encoding_iana]])
-
-    if len(results) == 0:
-        if fallback_u8 or fallback_ascii or fallback_specified:
-            logger.log(
-                TRACE,
-                "Nothing got out of the detection process. Using ASCII/UTF-8/Specified fallback.",
-            )
-
-        if fallback_specified:
-            logger.debug(
-                "Encoding detection: %s will be used as a fallback match",
-                fallback_specified.encoding,
-            )
-            results.append(fallback_specified)
-        elif (
-            (fallback_u8 and fallback_ascii is None)
-            or (
-                fallback_u8
-                and fallback_ascii
-                and fallback_u8.fingerprint != fallback_ascii.fingerprint
-            )
-            or (fallback_u8 is not None)
-        ):
-            logger.debug("Encoding detection: utf_8 will be used as a fallback match")
-            results.append(fallback_u8)
-        elif fallback_ascii:
-            logger.debug("Encoding detection: ascii will be used as a fallback match")
-            results.append(fallback_ascii)
-
-    if results:
-        logger.debug(
-            "Encoding detection: Found %s as plausible (best-candidate) for content. With %i alternatives.",
-            results.best().encoding,  # type: ignore
-            len(results) - 1,
-        )
-    else:
-        logger.debug("Encoding detection: Unable to determine any suitable charset.")
-
-    if explain:
-        logger.removeHandler(explain_handler)
-        logger.setLevel(previous_logger_level)
-
-    return results
-
-
-def from_fp(
-    fp: BinaryIO,
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Same thing than the function from_bytes but using a file pointer that is already ready.
-    Will not close the file pointer.
-    """
-    return from_bytes(
-        fp.read(),
-        steps,
-        chunk_size,
-        threshold,
-        cp_isolation,
-        cp_exclusion,
-        preemptive_behaviour,
-        explain,
-        language_threshold,
-        enable_fallback,
-    )
-
-
-def from_path(
-    path: Union[str, bytes, PathLike],  # type: ignore[type-arg]
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Same thing than the function from_bytes but with one extra step. Opening and reading given file path in binary mode.
-    Can raise IOError.
-    """
-    with open(path, "rb") as fp:
-        return from_fp(
-            fp,
-            steps,
-            chunk_size,
-            threshold,
-            cp_isolation,
-            cp_exclusion,
-            preemptive_behaviour,
-            explain,
-            language_threshold,
-            enable_fallback,
-        )
-
-
-def is_binary(
-    fp_or_path_or_payload: Union[PathLike, str, BinaryIO, bytes],  # type: ignore[type-arg]
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = False,
-) -> bool:
-    """
-    Detect if the given input (file, bytes, or path) points to a binary file. aka. not a string.
-    Based on the same main heuristic algorithms and default kwargs at the sole exception that fallbacks match
-    are disabled to be stricter around ASCII-compatible but unlikely to be a string.
-    """
-    if isinstance(fp_or_path_or_payload, (str, PathLike)):
-        guesses = from_path(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-    elif isinstance(
-        fp_or_path_or_payload,
-        (
-            bytes,
-            bytearray,
-        ),
-    ):
-        guesses = from_bytes(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-    else:
-        guesses = from_fp(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-
-    return not guesses
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cd.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cd.py
deleted file mode 100644
index 4ea6760c4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cd.py
+++ /dev/null
@@ -1,395 +0,0 @@
-import importlib
-from codecs import IncrementalDecoder
-from collections import Counter
-from functools import lru_cache
-from typing import Counter as TypeCounter, Dict, List, Optional, Tuple
-
-from .constant import (
-    FREQUENCIES,
-    KO_NAMES,
-    LANGUAGE_SUPPORTED_COUNT,
-    TOO_SMALL_SEQUENCE,
-    ZH_NAMES,
-)
-from .md import is_suspiciously_successive_range
-from .models import CoherenceMatches
-from .utils import (
-    is_accentuated,
-    is_latin,
-    is_multi_byte_encoding,
-    is_unicode_range_secondary,
-    unicode_range,
-)
-
-
-def encoding_unicode_range(iana_name: str) -> List[str]:
-    """
-    Return associated unicode ranges in a single byte code page.
-    """
-    if is_multi_byte_encoding(iana_name):
-        raise IOError("Function not supported on multi-byte code page")
-
-    decoder = importlib.import_module(
-        "encodings.{}".format(iana_name)
-    ).IncrementalDecoder
-
-    p: IncrementalDecoder = decoder(errors="ignore")
-    seen_ranges: Dict[str, int] = {}
-    character_count: int = 0
-
-    for i in range(0x40, 0xFF):
-        chunk: str = p.decode(bytes([i]))
-
-        if chunk:
-            character_range: Optional[str] = unicode_range(chunk)
-
-            if character_range is None:
-                continue
-
-            if is_unicode_range_secondary(character_range) is False:
-                if character_range not in seen_ranges:
-                    seen_ranges[character_range] = 0
-                seen_ranges[character_range] += 1
-                character_count += 1
-
-    return sorted(
-        [
-            character_range
-            for character_range in seen_ranges
-            if seen_ranges[character_range] / character_count >= 0.15
-        ]
-    )
-
-
-def unicode_range_languages(primary_range: str) -> List[str]:
-    """
-    Return inferred languages used with a unicode range.
-    """
-    languages: List[str] = []
-
-    for language, characters in FREQUENCIES.items():
-        for character in characters:
-            if unicode_range(character) == primary_range:
-                languages.append(language)
-                break
-
-    return languages
-
-
-@lru_cache()
-def encoding_languages(iana_name: str) -> List[str]:
-    """
-    Single-byte encoding language association. Some code page are heavily linked to particular language(s).
-    This function does the correspondence.
-    """
-    unicode_ranges: List[str] = encoding_unicode_range(iana_name)
-    primary_range: Optional[str] = None
-
-    for specified_range in unicode_ranges:
-        if "Latin" not in specified_range:
-            primary_range = specified_range
-            break
-
-    if primary_range is None:
-        return ["Latin Based"]
-
-    return unicode_range_languages(primary_range)
-
-
-@lru_cache()
-def mb_encoding_languages(iana_name: str) -> List[str]:
-    """
-    Multi-byte encoding language association. Some code page are heavily linked to particular language(s).
-    This function does the correspondence.
-    """
-    if (
-        iana_name.startswith("shift_")
-        or iana_name.startswith("iso2022_jp")
-        or iana_name.startswith("euc_j")
-        or iana_name == "cp932"
-    ):
-        return ["Japanese"]
-    if iana_name.startswith("gb") or iana_name in ZH_NAMES:
-        return ["Chinese"]
-    if iana_name.startswith("iso2022_kr") or iana_name in KO_NAMES:
-        return ["Korean"]
-
-    return []
-
-
-@lru_cache(maxsize=LANGUAGE_SUPPORTED_COUNT)
-def get_target_features(language: str) -> Tuple[bool, bool]:
-    """
-    Determine main aspects from a supported language if it contains accents and if is pure Latin.
-    """
-    target_have_accents: bool = False
-    target_pure_latin: bool = True
-
-    for character in FREQUENCIES[language]:
-        if not target_have_accents and is_accentuated(character):
-            target_have_accents = True
-        if target_pure_latin and is_latin(character) is False:
-            target_pure_latin = False
-
-    return target_have_accents, target_pure_latin
-
-
-def alphabet_languages(
-    characters: List[str], ignore_non_latin: bool = False
-) -> List[str]:
-    """
-    Return associated languages associated to given characters.
-    """
-    languages: List[Tuple[str, float]] = []
-
-    source_have_accents = any(is_accentuated(character) for character in characters)
-
-    for language, language_characters in FREQUENCIES.items():
-        target_have_accents, target_pure_latin = get_target_features(language)
-
-        if ignore_non_latin and target_pure_latin is False:
-            continue
-
-        if target_have_accents is False and source_have_accents:
-            continue
-
-        character_count: int = len(language_characters)
-
-        character_match_count: int = len(
-            [c for c in language_characters if c in characters]
-        )
-
-        ratio: float = character_match_count / character_count
-
-        if ratio >= 0.2:
-            languages.append((language, ratio))
-
-    languages = sorted(languages, key=lambda x: x[1], reverse=True)
-
-    return [compatible_language[0] for compatible_language in languages]
-
-
-def characters_popularity_compare(
-    language: str, ordered_characters: List[str]
-) -> float:
-    """
-    Determine if a ordered characters list (by occurrence from most appearance to rarest) match a particular language.
-    The result is a ratio between 0. (absolutely no correspondence) and 1. (near perfect fit).
-    Beware that is function is not strict on the match in order to ease the detection. (Meaning close match is 1.)
-    """
-    if language not in FREQUENCIES:
-        raise ValueError("{} not available".format(language))
-
-    character_approved_count: int = 0
-    FREQUENCIES_language_set = set(FREQUENCIES[language])
-
-    ordered_characters_count: int = len(ordered_characters)
-    target_language_characters_count: int = len(FREQUENCIES[language])
-
-    large_alphabet: bool = target_language_characters_count > 26
-
-    for character, character_rank in zip(
-        ordered_characters, range(0, ordered_characters_count)
-    ):
-        if character not in FREQUENCIES_language_set:
-            continue
-
-        character_rank_in_language: int = FREQUENCIES[language].index(character)
-        expected_projection_ratio: float = (
-            target_language_characters_count / ordered_characters_count
-        )
-        character_rank_projection: int = int(character_rank * expected_projection_ratio)
-
-        if (
-            large_alphabet is False
-            and abs(character_rank_projection - character_rank_in_language) > 4
-        ):
-            continue
-
-        if (
-            large_alphabet is True
-            and abs(character_rank_projection - character_rank_in_language)
-            < target_language_characters_count / 3
-        ):
-            character_approved_count += 1
-            continue
-
-        characters_before_source: List[str] = FREQUENCIES[language][
-            0:character_rank_in_language
-        ]
-        characters_after_source: List[str] = FREQUENCIES[language][
-            character_rank_in_language:
-        ]
-        characters_before: List[str] = ordered_characters[0:character_rank]
-        characters_after: List[str] = ordered_characters[character_rank:]
-
-        before_match_count: int = len(
-            set(characters_before) & set(characters_before_source)
-        )
-
-        after_match_count: int = len(
-            set(characters_after) & set(characters_after_source)
-        )
-
-        if len(characters_before_source) == 0 and before_match_count <= 4:
-            character_approved_count += 1
-            continue
-
-        if len(characters_after_source) == 0 and after_match_count <= 4:
-            character_approved_count += 1
-            continue
-
-        if (
-            before_match_count / len(characters_before_source) >= 0.4
-            or after_match_count / len(characters_after_source) >= 0.4
-        ):
-            character_approved_count += 1
-            continue
-
-    return character_approved_count / len(ordered_characters)
-
-
-def alpha_unicode_split(decoded_sequence: str) -> List[str]:
-    """
-    Given a decoded text sequence, return a list of str. Unicode range / alphabet separation.
-    Ex. a text containing English/Latin with a bit a Hebrew will return two items in the resulting list;
-    One containing the latin letters and the other hebrew.
-    """
-    layers: Dict[str, str] = {}
-
-    for character in decoded_sequence:
-        if character.isalpha() is False:
-            continue
-
-        character_range: Optional[str] = unicode_range(character)
-
-        if character_range is None:
-            continue
-
-        layer_target_range: Optional[str] = None
-
-        for discovered_range in layers:
-            if (
-                is_suspiciously_successive_range(discovered_range, character_range)
-                is False
-            ):
-                layer_target_range = discovered_range
-                break
-
-        if layer_target_range is None:
-            layer_target_range = character_range
-
-        if layer_target_range not in layers:
-            layers[layer_target_range] = character.lower()
-            continue
-
-        layers[layer_target_range] += character.lower()
-
-    return list(layers.values())
-
-
-def merge_coherence_ratios(results: List[CoherenceMatches]) -> CoherenceMatches:
-    """
-    This function merge results previously given by the function coherence_ratio.
-    The return type is the same as coherence_ratio.
-    """
-    per_language_ratios: Dict[str, List[float]] = {}
-    for result in results:
-        for sub_result in result:
-            language, ratio = sub_result
-            if language not in per_language_ratios:
-                per_language_ratios[language] = [ratio]
-                continue
-            per_language_ratios[language].append(ratio)
-
-    merge = [
-        (
-            language,
-            round(
-                sum(per_language_ratios[language]) / len(per_language_ratios[language]),
-                4,
-            ),
-        )
-        for language in per_language_ratios
-    ]
-
-    return sorted(merge, key=lambda x: x[1], reverse=True)
-
-
-def filter_alt_coherence_matches(results: CoherenceMatches) -> CoherenceMatches:
-    """
-    We shall NOT return "English—" in CoherenceMatches because it is an alternative
-    of "English". This function only keeps the best match and remove the em-dash in it.
-    """
-    index_results: Dict[str, List[float]] = dict()
-
-    for result in results:
-        language, ratio = result
-        no_em_name: str = language.replace("—", "")
-
-        if no_em_name not in index_results:
-            index_results[no_em_name] = []
-
-        index_results[no_em_name].append(ratio)
-
-    if any(len(index_results[e]) > 1 for e in index_results):
-        filtered_results: CoherenceMatches = []
-
-        for language in index_results:
-            filtered_results.append((language, max(index_results[language])))
-
-        return filtered_results
-
-    return results
-
-
-@lru_cache(maxsize=2048)
-def coherence_ratio(
-    decoded_sequence: str, threshold: float = 0.1, lg_inclusion: Optional[str] = None
-) -> CoherenceMatches:
-    """
-    Detect ANY language that can be identified in given sequence. The sequence will be analysed by layers.
-    A layer = Character extraction by alphabets/ranges.
-    """
-
-    results: List[Tuple[str, float]] = []
-    ignore_non_latin: bool = False
-
-    sufficient_match_count: int = 0
-
-    lg_inclusion_list = lg_inclusion.split(",") if lg_inclusion is not None else []
-    if "Latin Based" in lg_inclusion_list:
-        ignore_non_latin = True
-        lg_inclusion_list.remove("Latin Based")
-
-    for layer in alpha_unicode_split(decoded_sequence):
-        sequence_frequencies: TypeCounter[str] = Counter(layer)
-        most_common = sequence_frequencies.most_common()
-
-        character_count: int = sum(o for c, o in most_common)
-
-        if character_count <= TOO_SMALL_SEQUENCE:
-            continue
-
-        popular_character_ordered: List[str] = [c for c, o in most_common]
-
-        for language in lg_inclusion_list or alphabet_languages(
-            popular_character_ordered, ignore_non_latin
-        ):
-            ratio: float = characters_popularity_compare(
-                language, popular_character_ordered
-            )
-
-            if ratio < threshold:
-                continue
-            elif ratio >= 0.8:
-                sufficient_match_count += 1
-
-            results.append((language, round(ratio, 4)))
-
-            if sufficient_match_count >= 3:
-                break
-
-    return sorted(
-        filter_alt_coherence_matches(results), key=lambda x: x[1], reverse=True
-    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__init__.py
deleted file mode 100644
index d95fedfe5..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__init__.py
+++ /dev/null
@@ -1,6 +0,0 @@
-from .__main__ import cli_detect, query_yes_no
-
-__all__ = (
-    "cli_detect",
-    "query_yes_no",
-)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__main__.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__main__.py
deleted file mode 100644
index f4bcbaac0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/cli/__main__.py
+++ /dev/null
@@ -1,296 +0,0 @@
-import argparse
-import sys
-from json import dumps
-from os.path import abspath, basename, dirname, join, realpath
-from platform import python_version
-from typing import List, Optional
-from unicodedata import unidata_version
-
-import charset_normalizer.md as md_module
-from charset_normalizer import from_fp
-from charset_normalizer.models import CliDetectionResult
-from charset_normalizer.version import __version__
-
-
-def query_yes_no(question: str, default: str = "yes") -> bool:
-    """Ask a yes/no question via input() and return their answer.
-
-    "question" is a string that is presented to the user.
-    "default" is the presumed answer if the user just hits <Enter>.
-        It must be "yes" (the default), "no" or None (meaning
-        an answer is required of the user).
-
-    The "answer" return value is True for "yes" or False for "no".
-
-    Credit goes to (c) https://stackoverflow.com/questions/3041986/apt-command-line-interface-like-yes-no-input
-    """
-    valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False}
-    if default is None:
-        prompt = " [y/n] "
-    elif default == "yes":
-        prompt = " [Y/n] "
-    elif default == "no":
-        prompt = " [y/N] "
-    else:
-        raise ValueError("invalid default answer: '%s'" % default)
-
-    while True:
-        sys.stdout.write(question + prompt)
-        choice = input().lower()
-        if default is not None and choice == "":
-            return valid[default]
-        elif choice in valid:
-            return valid[choice]
-        else:
-            sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n")
-
-
-def cli_detect(argv: Optional[List[str]] = None) -> int:
-    """
-    CLI assistant using ARGV and ArgumentParser
-    :param argv:
-    :return: 0 if everything is fine, anything else equal trouble
-    """
-    parser = argparse.ArgumentParser(
-        description="The Real First Universal Charset Detector. "
-        "Discover originating encoding used on text file. "
-        "Normalize text to unicode."
-    )
-
-    parser.add_argument(
-        "files", type=argparse.FileType("rb"), nargs="+", help="File(s) to be analysed"
-    )
-    parser.add_argument(
-        "-v",
-        "--verbose",
-        action="store_true",
-        default=False,
-        dest="verbose",
-        help="Display complementary information about file if any. "
-        "Stdout will contain logs about the detection process.",
-    )
-    parser.add_argument(
-        "-a",
-        "--with-alternative",
-        action="store_true",
-        default=False,
-        dest="alternatives",
-        help="Output complementary possibilities if any. Top-level JSON WILL be a list.",
-    )
-    parser.add_argument(
-        "-n",
-        "--normalize",
-        action="store_true",
-        default=False,
-        dest="normalize",
-        help="Permit to normalize input file. If not set, program does not write anything.",
-    )
-    parser.add_argument(
-        "-m",
-        "--minimal",
-        action="store_true",
-        default=False,
-        dest="minimal",
-        help="Only output the charset detected to STDOUT. Disabling JSON output.",
-    )
-    parser.add_argument(
-        "-r",
-        "--replace",
-        action="store_true",
-        default=False,
-        dest="replace",
-        help="Replace file when trying to normalize it instead of creating a new one.",
-    )
-    parser.add_argument(
-        "-f",
-        "--force",
-        action="store_true",
-        default=False,
-        dest="force",
-        help="Replace file without asking if you are sure, use this flag with caution.",
-    )
-    parser.add_argument(
-        "-t",
-        "--threshold",
-        action="store",
-        default=0.2,
-        type=float,
-        dest="threshold",
-        help="Define a custom maximum amount of chaos allowed in decoded content. 0. <= chaos <= 1.",
-    )
-    parser.add_argument(
-        "--version",
-        action="version",
-        version="Charset-Normalizer {} - Python {} - Unicode {} - SpeedUp {}".format(
-            __version__,
-            python_version(),
-            unidata_version,
-            "OFF" if md_module.__file__.lower().endswith(".py") else "ON",
-        ),
-        help="Show version information and exit.",
-    )
-
-    args = parser.parse_args(argv)
-
-    if args.replace is True and args.normalize is False:
-        print("Use --replace in addition of --normalize only.", file=sys.stderr)
-        return 1
-
-    if args.force is True and args.replace is False:
-        print("Use --force in addition of --replace only.", file=sys.stderr)
-        return 1
-
-    if args.threshold < 0.0 or args.threshold > 1.0:
-        print("--threshold VALUE should be between 0. AND 1.", file=sys.stderr)
-        return 1
-
-    x_ = []
-
-    for my_file in args.files:
-        matches = from_fp(my_file, threshold=args.threshold, explain=args.verbose)
-
-        best_guess = matches.best()
-
-        if best_guess is None:
-            print(
-                'Unable to identify originating encoding for "{}". {}'.format(
-                    my_file.name,
-                    "Maybe try increasing maximum amount of chaos."
-                    if args.threshold < 1.0
-                    else "",
-                ),
-                file=sys.stderr,
-            )
-            x_.append(
-                CliDetectionResult(
-                    abspath(my_file.name),
-                    None,
-                    [],
-                    [],
-                    "Unknown",
-                    [],
-                    False,
-                    1.0,
-                    0.0,
-                    None,
-                    True,
-                )
-            )
-        else:
-            x_.append(
-                CliDetectionResult(
-                    abspath(my_file.name),
-                    best_guess.encoding,
-                    best_guess.encoding_aliases,
-                    [
-                        cp
-                        for cp in best_guess.could_be_from_charset
-                        if cp != best_guess.encoding
-                    ],
-                    best_guess.language,
-                    best_guess.alphabets,
-                    best_guess.bom,
-                    best_guess.percent_chaos,
-                    best_guess.percent_coherence,
-                    None,
-                    True,
-                )
-            )
-
-            if len(matches) > 1 and args.alternatives:
-                for el in matches:
-                    if el != best_guess:
-                        x_.append(
-                            CliDetectionResult(
-                                abspath(my_file.name),
-                                el.encoding,
-                                el.encoding_aliases,
-                                [
-                                    cp
-                                    for cp in el.could_be_from_charset
-                                    if cp != el.encoding
-                                ],
-                                el.language,
-                                el.alphabets,
-                                el.bom,
-                                el.percent_chaos,
-                                el.percent_coherence,
-                                None,
-                                False,
-                            )
-                        )
-
-            if args.normalize is True:
-                if best_guess.encoding.startswith("utf") is True:
-                    print(
-                        '"{}" file does not need to be normalized, as it already came from unicode.'.format(
-                            my_file.name
-                        ),
-                        file=sys.stderr,
-                    )
-                    if my_file.closed is False:
-                        my_file.close()
-                    continue
-
-                dir_path = dirname(realpath(my_file.name))
-                file_name = basename(realpath(my_file.name))
-
-                o_: List[str] = file_name.split(".")
-
-                if args.replace is False:
-                    o_.insert(-1, best_guess.encoding)
-                    if my_file.closed is False:
-                        my_file.close()
-                elif (
-                    args.force is False
-                    and query_yes_no(
-                        'Are you sure to normalize "{}" by replacing it ?'.format(
-                            my_file.name
-                        ),
-                        "no",
-                    )
-                    is False
-                ):
-                    if my_file.closed is False:
-                        my_file.close()
-                    continue
-
-                try:
-                    x_[0].unicode_path = join(dir_path, ".".join(o_))
-
-                    with open(x_[0].unicode_path, "w", encoding="utf-8") as fp:
-                        fp.write(str(best_guess))
-                except IOError as e:
-                    print(str(e), file=sys.stderr)
-                    if my_file.closed is False:
-                        my_file.close()
-                    return 2
-
-        if my_file.closed is False:
-            my_file.close()
-
-    if args.minimal is False:
-        print(
-            dumps(
-                [el.__dict__ for el in x_] if len(x_) > 1 else x_[0].__dict__,
-                ensure_ascii=True,
-                indent=4,
-            )
-        )
-    else:
-        for my_file in args.files:
-            print(
-                ", ".join(
-                    [
-                        el.encoding or "undefined"
-                        for el in x_
-                        if el.path == abspath(my_file.name)
-                    ]
-                )
-            )
-
-    return 0
-
-
-if __name__ == "__main__":
-    cli_detect()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/constant.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/constant.py
deleted file mode 100644
index 863490461..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/constant.py
+++ /dev/null
@@ -1,1995 +0,0 @@
-# -*- coding: utf-8 -*-
-from codecs import BOM_UTF8, BOM_UTF16_BE, BOM_UTF16_LE, BOM_UTF32_BE, BOM_UTF32_LE
-from encodings.aliases import aliases
-from re import IGNORECASE, compile as re_compile
-from typing import Dict, List, Set, Union
-
-# Contain for each eligible encoding a list of/item bytes SIG/BOM
-ENCODING_MARKS: Dict[str, Union[bytes, List[bytes]]] = {
-    "utf_8": BOM_UTF8,
-    "utf_7": [
-        b"\x2b\x2f\x76\x38",
-        b"\x2b\x2f\x76\x39",
-        b"\x2b\x2f\x76\x2b",
-        b"\x2b\x2f\x76\x2f",
-        b"\x2b\x2f\x76\x38\x2d",
-    ],
-    "gb18030": b"\x84\x31\x95\x33",
-    "utf_32": [BOM_UTF32_BE, BOM_UTF32_LE],
-    "utf_16": [BOM_UTF16_BE, BOM_UTF16_LE],
-}
-
-TOO_SMALL_SEQUENCE: int = 32
-TOO_BIG_SEQUENCE: int = int(10e6)
-
-UTF8_MAXIMAL_ALLOCATION: int = 1_112_064
-
-# Up-to-date Unicode ucd/15.0.0
-UNICODE_RANGES_COMBINED: Dict[str, range] = {
-    "Control character": range(32),
-    "Basic Latin": range(32, 128),
-    "Latin-1 Supplement": range(128, 256),
-    "Latin Extended-A": range(256, 384),
-    "Latin Extended-B": range(384, 592),
-    "IPA Extensions": range(592, 688),
-    "Spacing Modifier Letters": range(688, 768),
-    "Combining Diacritical Marks": range(768, 880),
-    "Greek and Coptic": range(880, 1024),
-    "Cyrillic": range(1024, 1280),
-    "Cyrillic Supplement": range(1280, 1328),
-    "Armenian": range(1328, 1424),
-    "Hebrew": range(1424, 1536),
-    "Arabic": range(1536, 1792),
-    "Syriac": range(1792, 1872),
-    "Arabic Supplement": range(1872, 1920),
-    "Thaana": range(1920, 1984),
-    "NKo": range(1984, 2048),
-    "Samaritan": range(2048, 2112),
-    "Mandaic": range(2112, 2144),
-    "Syriac Supplement": range(2144, 2160),
-    "Arabic Extended-B": range(2160, 2208),
-    "Arabic Extended-A": range(2208, 2304),
-    "Devanagari": range(2304, 2432),
-    "Bengali": range(2432, 2560),
-    "Gurmukhi": range(2560, 2688),
-    "Gujarati": range(2688, 2816),
-    "Oriya": range(2816, 2944),
-    "Tamil": range(2944, 3072),
-    "Telugu": range(3072, 3200),
-    "Kannada": range(3200, 3328),
-    "Malayalam": range(3328, 3456),
-    "Sinhala": range(3456, 3584),
-    "Thai": range(3584, 3712),
-    "Lao": range(3712, 3840),
-    "Tibetan": range(3840, 4096),
-    "Myanmar": range(4096, 4256),
-    "Georgian": range(4256, 4352),
-    "Hangul Jamo": range(4352, 4608),
-    "Ethiopic": range(4608, 4992),
-    "Ethiopic Supplement": range(4992, 5024),
-    "Cherokee": range(5024, 5120),
-    "Unified Canadian Aboriginal Syllabics": range(5120, 5760),
-    "Ogham": range(5760, 5792),
-    "Runic": range(5792, 5888),
-    "Tagalog": range(5888, 5920),
-    "Hanunoo": range(5920, 5952),
-    "Buhid": range(5952, 5984),
-    "Tagbanwa": range(5984, 6016),
-    "Khmer": range(6016, 6144),
-    "Mongolian": range(6144, 6320),
-    "Unified Canadian Aboriginal Syllabics Extended": range(6320, 6400),
-    "Limbu": range(6400, 6480),
-    "Tai Le": range(6480, 6528),
-    "New Tai Lue": range(6528, 6624),
-    "Khmer Symbols": range(6624, 6656),
-    "Buginese": range(6656, 6688),
-    "Tai Tham": range(6688, 6832),
-    "Combining Diacritical Marks Extended": range(6832, 6912),
-    "Balinese": range(6912, 7040),
-    "Sundanese": range(7040, 7104),
-    "Batak": range(7104, 7168),
-    "Lepcha": range(7168, 7248),
-    "Ol Chiki": range(7248, 7296),
-    "Cyrillic Extended-C": range(7296, 7312),
-    "Georgian Extended": range(7312, 7360),
-    "Sundanese Supplement": range(7360, 7376),
-    "Vedic Extensions": range(7376, 7424),
-    "Phonetic Extensions": range(7424, 7552),
-    "Phonetic Extensions Supplement": range(7552, 7616),
-    "Combining Diacritical Marks Supplement": range(7616, 7680),
-    "Latin Extended Additional": range(7680, 7936),
-    "Greek Extended": range(7936, 8192),
-    "General Punctuation": range(8192, 8304),
-    "Superscripts and Subscripts": range(8304, 8352),
-    "Currency Symbols": range(8352, 8400),
-    "Combining Diacritical Marks for Symbols": range(8400, 8448),
-    "Letterlike Symbols": range(8448, 8528),
-    "Number Forms": range(8528, 8592),
-    "Arrows": range(8592, 8704),
-    "Mathematical Operators": range(8704, 8960),
-    "Miscellaneous Technical": range(8960, 9216),
-    "Control Pictures": range(9216, 9280),
-    "Optical Character Recognition": range(9280, 9312),
-    "Enclosed Alphanumerics": range(9312, 9472),
-    "Box Drawing": range(9472, 9600),
-    "Block Elements": range(9600, 9632),
-    "Geometric Shapes": range(9632, 9728),
-    "Miscellaneous Symbols": range(9728, 9984),
-    "Dingbats": range(9984, 10176),
-    "Miscellaneous Mathematical Symbols-A": range(10176, 10224),
-    "Supplemental Arrows-A": range(10224, 10240),
-    "Braille Patterns": range(10240, 10496),
-    "Supplemental Arrows-B": range(10496, 10624),
-    "Miscellaneous Mathematical Symbols-B": range(10624, 10752),
-    "Supplemental Mathematical Operators": range(10752, 11008),
-    "Miscellaneous Symbols and Arrows": range(11008, 11264),
-    "Glagolitic": range(11264, 11360),
-    "Latin Extended-C": range(11360, 11392),
-    "Coptic": range(11392, 11520),
-    "Georgian Supplement": range(11520, 11568),
-    "Tifinagh": range(11568, 11648),
-    "Ethiopic Extended": range(11648, 11744),
-    "Cyrillic Extended-A": range(11744, 11776),
-    "Supplemental Punctuation": range(11776, 11904),
-    "CJK Radicals Supplement": range(11904, 12032),
-    "Kangxi Radicals": range(12032, 12256),
-    "Ideographic Description Characters": range(12272, 12288),
-    "CJK Symbols and Punctuation": range(12288, 12352),
-    "Hiragana": range(12352, 12448),
-    "Katakana": range(12448, 12544),
-    "Bopomofo": range(12544, 12592),
-    "Hangul Compatibility Jamo": range(12592, 12688),
-    "Kanbun": range(12688, 12704),
-    "Bopomofo Extended": range(12704, 12736),
-    "CJK Strokes": range(12736, 12784),
-    "Katakana Phonetic Extensions": range(12784, 12800),
-    "Enclosed CJK Letters and Months": range(12800, 13056),
-    "CJK Compatibility": range(13056, 13312),
-    "CJK Unified Ideographs Extension A": range(13312, 19904),
-    "Yijing Hexagram Symbols": range(19904, 19968),
-    "CJK Unified Ideographs": range(19968, 40960),
-    "Yi Syllables": range(40960, 42128),
-    "Yi Radicals": range(42128, 42192),
-    "Lisu": range(42192, 42240),
-    "Vai": range(42240, 42560),
-    "Cyrillic Extended-B": range(42560, 42656),
-    "Bamum": range(42656, 42752),
-    "Modifier Tone Letters": range(42752, 42784),
-    "Latin Extended-D": range(42784, 43008),
-    "Syloti Nagri": range(43008, 43056),
-    "Common Indic Number Forms": range(43056, 43072),
-    "Phags-pa": range(43072, 43136),
-    "Saurashtra": range(43136, 43232),
-    "Devanagari Extended": range(43232, 43264),
-    "Kayah Li": range(43264, 43312),
-    "Rejang": range(43312, 43360),
-    "Hangul Jamo Extended-A": range(43360, 43392),
-    "Javanese": range(43392, 43488),
-    "Myanmar Extended-B": range(43488, 43520),
-    "Cham": range(43520, 43616),
-    "Myanmar Extended-A": range(43616, 43648),
-    "Tai Viet": range(43648, 43744),
-    "Meetei Mayek Extensions": range(43744, 43776),
-    "Ethiopic Extended-A": range(43776, 43824),
-    "Latin Extended-E": range(43824, 43888),
-    "Cherokee Supplement": range(43888, 43968),
-    "Meetei Mayek": range(43968, 44032),
-    "Hangul Syllables": range(44032, 55216),
-    "Hangul Jamo Extended-B": range(55216, 55296),
-    "High Surrogates": range(55296, 56192),
-    "High Private Use Surrogates": range(56192, 56320),
-    "Low Surrogates": range(56320, 57344),
-    "Private Use Area": range(57344, 63744),
-    "CJK Compatibility Ideographs": range(63744, 64256),
-    "Alphabetic Presentation Forms": range(64256, 64336),
-    "Arabic Presentation Forms-A": range(64336, 65024),
-    "Variation Selectors": range(65024, 65040),
-    "Vertical Forms": range(65040, 65056),
-    "Combining Half Marks": range(65056, 65072),
-    "CJK Compatibility Forms": range(65072, 65104),
-    "Small Form Variants": range(65104, 65136),
-    "Arabic Presentation Forms-B": range(65136, 65280),
-    "Halfwidth and Fullwidth Forms": range(65280, 65520),
-    "Specials": range(65520, 65536),
-    "Linear B Syllabary": range(65536, 65664),
-    "Linear B Ideograms": range(65664, 65792),
-    "Aegean Numbers": range(65792, 65856),
-    "Ancient Greek Numbers": range(65856, 65936),
-    "Ancient Symbols": range(65936, 66000),
-    "Phaistos Disc": range(66000, 66048),
-    "Lycian": range(66176, 66208),
-    "Carian": range(66208, 66272),
-    "Coptic Epact Numbers": range(66272, 66304),
-    "Old Italic": range(66304, 66352),
-    "Gothic": range(66352, 66384),
-    "Old Permic": range(66384, 66432),
-    "Ugaritic": range(66432, 66464),
-    "Old Persian": range(66464, 66528),
-    "Deseret": range(66560, 66640),
-    "Shavian": range(66640, 66688),
-    "Osmanya": range(66688, 66736),
-    "Osage": range(66736, 66816),
-    "Elbasan": range(66816, 66864),
-    "Caucasian Albanian": range(66864, 66928),
-    "Vithkuqi": range(66928, 67008),
-    "Linear A": range(67072, 67456),
-    "Latin Extended-F": range(67456, 67520),
-    "Cypriot Syllabary": range(67584, 67648),
-    "Imperial Aramaic": range(67648, 67680),
-    "Palmyrene": range(67680, 67712),
-    "Nabataean": range(67712, 67760),
-    "Hatran": range(67808, 67840),
-    "Phoenician": range(67840, 67872),
-    "Lydian": range(67872, 67904),
-    "Meroitic Hieroglyphs": range(67968, 68000),
-    "Meroitic Cursive": range(68000, 68096),
-    "Kharoshthi": range(68096, 68192),
-    "Old South Arabian": range(68192, 68224),
-    "Old North Arabian": range(68224, 68256),
-    "Manichaean": range(68288, 68352),
-    "Avestan": range(68352, 68416),
-    "Inscriptional Parthian": range(68416, 68448),
-    "Inscriptional Pahlavi": range(68448, 68480),
-    "Psalter Pahlavi": range(68480, 68528),
-    "Old Turkic": range(68608, 68688),
-    "Old Hungarian": range(68736, 68864),
-    "Hanifi Rohingya": range(68864, 68928),
-    "Rumi Numeral Symbols": range(69216, 69248),
-    "Yezidi": range(69248, 69312),
-    "Arabic Extended-C": range(69312, 69376),
-    "Old Sogdian": range(69376, 69424),
-    "Sogdian": range(69424, 69488),
-    "Old Uyghur": range(69488, 69552),
-    "Chorasmian": range(69552, 69600),
-    "Elymaic": range(69600, 69632),
-    "Brahmi": range(69632, 69760),
-    "Kaithi": range(69760, 69840),
-    "Sora Sompeng": range(69840, 69888),
-    "Chakma": range(69888, 69968),
-    "Mahajani": range(69968, 70016),
-    "Sharada": range(70016, 70112),
-    "Sinhala Archaic Numbers": range(70112, 70144),
-    "Khojki": range(70144, 70224),
-    "Multani": range(70272, 70320),
-    "Khudawadi": range(70320, 70400),
-    "Grantha": range(70400, 70528),
-    "Newa": range(70656, 70784),
-    "Tirhuta": range(70784, 70880),
-    "Siddham": range(71040, 71168),
-    "Modi": range(71168, 71264),
-    "Mongolian Supplement": range(71264, 71296),
-    "Takri": range(71296, 71376),
-    "Ahom": range(71424, 71504),
-    "Dogra": range(71680, 71760),
-    "Warang Citi": range(71840, 71936),
-    "Dives Akuru": range(71936, 72032),
-    "Nandinagari": range(72096, 72192),
-    "Zanabazar Square": range(72192, 72272),
-    "Soyombo": range(72272, 72368),
-    "Unified Canadian Aboriginal Syllabics Extended-A": range(72368, 72384),
-    "Pau Cin Hau": range(72384, 72448),
-    "Devanagari Extended-A": range(72448, 72544),
-    "Bhaiksuki": range(72704, 72816),
-    "Marchen": range(72816, 72896),
-    "Masaram Gondi": range(72960, 73056),
-    "Gunjala Gondi": range(73056, 73136),
-    "Makasar": range(73440, 73472),
-    "Kawi": range(73472, 73568),
-    "Lisu Supplement": range(73648, 73664),
-    "Tamil Supplement": range(73664, 73728),
-    "Cuneiform": range(73728, 74752),
-    "Cuneiform Numbers and Punctuation": range(74752, 74880),
-    "Early Dynastic Cuneiform": range(74880, 75088),
-    "Cypro-Minoan": range(77712, 77824),
-    "Egyptian Hieroglyphs": range(77824, 78896),
-    "Egyptian Hieroglyph Format Controls": range(78896, 78944),
-    "Anatolian Hieroglyphs": range(82944, 83584),
-    "Bamum Supplement": range(92160, 92736),
-    "Mro": range(92736, 92784),
-    "Tangsa": range(92784, 92880),
-    "Bassa Vah": range(92880, 92928),
-    "Pahawh Hmong": range(92928, 93072),
-    "Medefaidrin": range(93760, 93856),
-    "Miao": range(93952, 94112),
-    "Ideographic Symbols and Punctuation": range(94176, 94208),
-    "Tangut": range(94208, 100352),
-    "Tangut Components": range(100352, 101120),
-    "Khitan Small Script": range(101120, 101632),
-    "Tangut Supplement": range(101632, 101760),
-    "Kana Extended-B": range(110576, 110592),
-    "Kana Supplement": range(110592, 110848),
-    "Kana Extended-A": range(110848, 110896),
-    "Small Kana Extension": range(110896, 110960),
-    "Nushu": range(110960, 111360),
-    "Duployan": range(113664, 113824),
-    "Shorthand Format Controls": range(113824, 113840),
-    "Znamenny Musical Notation": range(118528, 118736),
-    "Byzantine Musical Symbols": range(118784, 119040),
-    "Musical Symbols": range(119040, 119296),
-    "Ancient Greek Musical Notation": range(119296, 119376),
-    "Kaktovik Numerals": range(119488, 119520),
-    "Mayan Numerals": range(119520, 119552),
-    "Tai Xuan Jing Symbols": range(119552, 119648),
-    "Counting Rod Numerals": range(119648, 119680),
-    "Mathematical Alphanumeric Symbols": range(119808, 120832),
-    "Sutton SignWriting": range(120832, 121520),
-    "Latin Extended-G": range(122624, 122880),
-    "Glagolitic Supplement": range(122880, 122928),
-    "Cyrillic Extended-D": range(122928, 123024),
-    "Nyiakeng Puachue Hmong": range(123136, 123216),
-    "Toto": range(123536, 123584),
-    "Wancho": range(123584, 123648),
-    "Nag Mundari": range(124112, 124160),
-    "Ethiopic Extended-B": range(124896, 124928),
-    "Mende Kikakui": range(124928, 125152),
-    "Adlam": range(125184, 125280),
-    "Indic Siyaq Numbers": range(126064, 126144),
-    "Ottoman Siyaq Numbers": range(126208, 126288),
-    "Arabic Mathematical Alphabetic Symbols": range(126464, 126720),
-    "Mahjong Tiles": range(126976, 127024),
-    "Domino Tiles": range(127024, 127136),
-    "Playing Cards": range(127136, 127232),
-    "Enclosed Alphanumeric Supplement": range(127232, 127488),
-    "Enclosed Ideographic Supplement": range(127488, 127744),
-    "Miscellaneous Symbols and Pictographs": range(127744, 128512),
-    "Emoticons range(Emoji)": range(128512, 128592),
-    "Ornamental Dingbats": range(128592, 128640),
-    "Transport and Map Symbols": range(128640, 128768),
-    "Alchemical Symbols": range(128768, 128896),
-    "Geometric Shapes Extended": range(128896, 129024),
-    "Supplemental Arrows-C": range(129024, 129280),
-    "Supplemental Symbols and Pictographs": range(129280, 129536),
-    "Chess Symbols": range(129536, 129648),
-    "Symbols and Pictographs Extended-A": range(129648, 129792),
-    "Symbols for Legacy Computing": range(129792, 130048),
-    "CJK Unified Ideographs Extension B": range(131072, 173792),
-    "CJK Unified Ideographs Extension C": range(173824, 177984),
-    "CJK Unified Ideographs Extension D": range(177984, 178208),
-    "CJK Unified Ideographs Extension E": range(178208, 183984),
-    "CJK Unified Ideographs Extension F": range(183984, 191472),
-    "CJK Compatibility Ideographs Supplement": range(194560, 195104),
-    "CJK Unified Ideographs Extension G": range(196608, 201552),
-    "CJK Unified Ideographs Extension H": range(201552, 205744),
-    "Tags": range(917504, 917632),
-    "Variation Selectors Supplement": range(917760, 918000),
-    "Supplementary Private Use Area-A": range(983040, 1048576),
-    "Supplementary Private Use Area-B": range(1048576, 1114112),
-}
-
-
-UNICODE_SECONDARY_RANGE_KEYWORD: List[str] = [
-    "Supplement",
-    "Extended",
-    "Extensions",
-    "Modifier",
-    "Marks",
-    "Punctuation",
-    "Symbols",
-    "Forms",
-    "Operators",
-    "Miscellaneous",
-    "Drawing",
-    "Block",
-    "Shapes",
-    "Supplemental",
-    "Tags",
-]
-
-RE_POSSIBLE_ENCODING_INDICATION = re_compile(
-    r"(?:(?:encoding)|(?:charset)|(?:coding))(?:[\:= ]{1,10})(?:[\"\']?)([a-zA-Z0-9\-_]+)(?:[\"\']?)",
-    IGNORECASE,
-)
-
-IANA_NO_ALIASES = [
-    "cp720",
-    "cp737",
-    "cp856",
-    "cp874",
-    "cp875",
-    "cp1006",
-    "koi8_r",
-    "koi8_t",
-    "koi8_u",
-]
-
-IANA_SUPPORTED: List[str] = sorted(
-    filter(
-        lambda x: x.endswith("_codec") is False
-        and x not in {"rot_13", "tactis", "mbcs"},
-        list(set(aliases.values())) + IANA_NO_ALIASES,
-    )
-)
-
-IANA_SUPPORTED_COUNT: int = len(IANA_SUPPORTED)
-
-# pre-computed code page that are similar using the function cp_similarity.
-IANA_SUPPORTED_SIMILAR: Dict[str, List[str]] = {
-    "cp037": ["cp1026", "cp1140", "cp273", "cp500"],
-    "cp1026": ["cp037", "cp1140", "cp273", "cp500"],
-    "cp1125": ["cp866"],
-    "cp1140": ["cp037", "cp1026", "cp273", "cp500"],
-    "cp1250": ["iso8859_2"],
-    "cp1251": ["kz1048", "ptcp154"],
-    "cp1252": ["iso8859_15", "iso8859_9", "latin_1"],
-    "cp1253": ["iso8859_7"],
-    "cp1254": ["iso8859_15", "iso8859_9", "latin_1"],
-    "cp1257": ["iso8859_13"],
-    "cp273": ["cp037", "cp1026", "cp1140", "cp500"],
-    "cp437": ["cp850", "cp858", "cp860", "cp861", "cp862", "cp863", "cp865"],
-    "cp500": ["cp037", "cp1026", "cp1140", "cp273"],
-    "cp850": ["cp437", "cp857", "cp858", "cp865"],
-    "cp857": ["cp850", "cp858", "cp865"],
-    "cp858": ["cp437", "cp850", "cp857", "cp865"],
-    "cp860": ["cp437", "cp861", "cp862", "cp863", "cp865"],
-    "cp861": ["cp437", "cp860", "cp862", "cp863", "cp865"],
-    "cp862": ["cp437", "cp860", "cp861", "cp863", "cp865"],
-    "cp863": ["cp437", "cp860", "cp861", "cp862", "cp865"],
-    "cp865": ["cp437", "cp850", "cp857", "cp858", "cp860", "cp861", "cp862", "cp863"],
-    "cp866": ["cp1125"],
-    "iso8859_10": ["iso8859_14", "iso8859_15", "iso8859_4", "iso8859_9", "latin_1"],
-    "iso8859_11": ["tis_620"],
-    "iso8859_13": ["cp1257"],
-    "iso8859_14": [
-        "iso8859_10",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_15": [
-        "cp1252",
-        "cp1254",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_16": [
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_2",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_2": ["cp1250", "iso8859_16", "iso8859_4"],
-    "iso8859_3": ["iso8859_14", "iso8859_15", "iso8859_16", "iso8859_9", "latin_1"],
-    "iso8859_4": ["iso8859_10", "iso8859_2", "iso8859_9", "latin_1"],
-    "iso8859_7": ["cp1253"],
-    "iso8859_9": [
-        "cp1252",
-        "cp1254",
-        "cp1258",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_4",
-        "latin_1",
-    ],
-    "kz1048": ["cp1251", "ptcp154"],
-    "latin_1": [
-        "cp1252",
-        "cp1254",
-        "cp1258",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_4",
-        "iso8859_9",
-    ],
-    "mac_iceland": ["mac_roman", "mac_turkish"],
-    "mac_roman": ["mac_iceland", "mac_turkish"],
-    "mac_turkish": ["mac_iceland", "mac_roman"],
-    "ptcp154": ["cp1251", "kz1048"],
-    "tis_620": ["iso8859_11"],
-}
-
-
-CHARDET_CORRESPONDENCE: Dict[str, str] = {
-    "iso2022_kr": "ISO-2022-KR",
-    "iso2022_jp": "ISO-2022-JP",
-    "euc_kr": "EUC-KR",
-    "tis_620": "TIS-620",
-    "utf_32": "UTF-32",
-    "euc_jp": "EUC-JP",
-    "koi8_r": "KOI8-R",
-    "iso8859_1": "ISO-8859-1",
-    "iso8859_2": "ISO-8859-2",
-    "iso8859_5": "ISO-8859-5",
-    "iso8859_6": "ISO-8859-6",
-    "iso8859_7": "ISO-8859-7",
-    "iso8859_8": "ISO-8859-8",
-    "utf_16": "UTF-16",
-    "cp855": "IBM855",
-    "mac_cyrillic": "MacCyrillic",
-    "gb2312": "GB2312",
-    "gb18030": "GB18030",
-    "cp932": "CP932",
-    "cp866": "IBM866",
-    "utf_8": "utf-8",
-    "utf_8_sig": "UTF-8-SIG",
-    "shift_jis": "SHIFT_JIS",
-    "big5": "Big5",
-    "cp1250": "windows-1250",
-    "cp1251": "windows-1251",
-    "cp1252": "Windows-1252",
-    "cp1253": "windows-1253",
-    "cp1255": "windows-1255",
-    "cp1256": "windows-1256",
-    "cp1254": "Windows-1254",
-    "cp949": "CP949",
-}
-
-
-COMMON_SAFE_ASCII_CHARACTERS: Set[str] = {
-    "<",
-    ">",
-    "=",
-    ":",
-    "/",
-    "&",
-    ";",
-    "{",
-    "}",
-    "[",
-    "]",
-    ",",
-    "|",
-    '"',
-    "-",
-}
-
-
-KO_NAMES: Set[str] = {"johab", "cp949", "euc_kr"}
-ZH_NAMES: Set[str] = {"big5", "cp950", "big5hkscs", "hz"}
-
-# Logging LEVEL below DEBUG
-TRACE: int = 5
-
-
-# Language label that contain the em dash "—"
-# character are to be considered alternative seq to origin
-FREQUENCIES: Dict[str, List[str]] = {
-    "English": [
-        "e",
-        "a",
-        "t",
-        "i",
-        "o",
-        "n",
-        "s",
-        "r",
-        "h",
-        "l",
-        "d",
-        "c",
-        "u",
-        "m",
-        "f",
-        "p",
-        "g",
-        "w",
-        "y",
-        "b",
-        "v",
-        "k",
-        "x",
-        "j",
-        "z",
-        "q",
-    ],
-    "English—": [
-        "e",
-        "a",
-        "t",
-        "i",
-        "o",
-        "n",
-        "s",
-        "r",
-        "h",
-        "l",
-        "d",
-        "c",
-        "m",
-        "u",
-        "f",
-        "p",
-        "g",
-        "w",
-        "b",
-        "y",
-        "v",
-        "k",
-        "j",
-        "x",
-        "z",
-        "q",
-    ],
-    "German": [
-        "e",
-        "n",
-        "i",
-        "r",
-        "s",
-        "t",
-        "a",
-        "d",
-        "h",
-        "u",
-        "l",
-        "g",
-        "o",
-        "c",
-        "m",
-        "b",
-        "f",
-        "k",
-        "w",
-        "z",
-        "p",
-        "v",
-        "ü",
-        "ä",
-        "ö",
-        "j",
-    ],
-    "French": [
-        "e",
-        "a",
-        "s",
-        "n",
-        "i",
-        "t",
-        "r",
-        "l",
-        "u",
-        "o",
-        "d",
-        "c",
-        "p",
-        "m",
-        "é",
-        "v",
-        "g",
-        "f",
-        "b",
-        "h",
-        "q",
-        "à",
-        "x",
-        "è",
-        "y",
-        "j",
-    ],
-    "Dutch": [
-        "e",
-        "n",
-        "a",
-        "i",
-        "r",
-        "t",
-        "o",
-        "d",
-        "s",
-        "l",
-        "g",
-        "h",
-        "v",
-        "m",
-        "u",
-        "k",
-        "c",
-        "p",
-        "b",
-        "w",
-        "j",
-        "z",
-        "f",
-        "y",
-        "x",
-        "ë",
-    ],
-    "Italian": [
-        "e",
-        "i",
-        "a",
-        "o",
-        "n",
-        "l",
-        "t",
-        "r",
-        "s",
-        "c",
-        "d",
-        "u",
-        "p",
-        "m",
-        "g",
-        "v",
-        "f",
-        "b",
-        "z",
-        "h",
-        "q",
-        "è",
-        "à",
-        "k",
-        "y",
-        "ò",
-    ],
-    "Polish": [
-        "a",
-        "i",
-        "o",
-        "e",
-        "n",
-        "r",
-        "z",
-        "w",
-        "s",
-        "c",
-        "t",
-        "k",
-        "y",
-        "d",
-        "p",
-        "m",
-        "u",
-        "l",
-        "j",
-        "ł",
-        "g",
-        "b",
-        "h",
-        "ą",
-        "ę",
-        "ó",
-    ],
-    "Spanish": [
-        "e",
-        "a",
-        "o",
-        "n",
-        "s",
-        "r",
-        "i",
-        "l",
-        "d",
-        "t",
-        "c",
-        "u",
-        "m",
-        "p",
-        "b",
-        "g",
-        "v",
-        "f",
-        "y",
-        "ó",
-        "h",
-        "q",
-        "í",
-        "j",
-        "z",
-        "á",
-    ],
-    "Russian": [
-        "о",
-        "а",
-        "е",
-        "и",
-        "н",
-        "с",
-        "т",
-        "р",
-        "в",
-        "л",
-        "к",
-        "м",
-        "д",
-        "п",
-        "у",
-        "г",
-        "я",
-        "ы",
-        "з",
-        "б",
-        "й",
-        "ь",
-        "ч",
-        "х",
-        "ж",
-        "ц",
-    ],
-    # Jap-Kanji
-    "Japanese": [
-        "人",
-        "一",
-        "大",
-        "亅",
-        "丁",
-        "丨",
-        "竹",
-        "笑",
-        "口",
-        "日",
-        "今",
-        "二",
-        "彳",
-        "行",
-        "十",
-        "土",
-        "丶",
-        "寸",
-        "寺",
-        "時",
-        "乙",
-        "丿",
-        "乂",
-        "气",
-        "気",
-        "冂",
-        "巾",
-        "亠",
-        "市",
-        "目",
-        "儿",
-        "見",
-        "八",
-        "小",
-        "凵",
-        "県",
-        "月",
-        "彐",
-        "門",
-        "間",
-        "木",
-        "東",
-        "山",
-        "出",
-        "本",
-        "中",
-        "刀",
-        "分",
-        "耳",
-        "又",
-        "取",
-        "最",
-        "言",
-        "田",
-        "心",
-        "思",
-        "刂",
-        "前",
-        "京",
-        "尹",
-        "事",
-        "生",
-        "厶",
-        "云",
-        "会",
-        "未",
-        "来",
-        "白",
-        "冫",
-        "楽",
-        "灬",
-        "馬",
-        "尸",
-        "尺",
-        "駅",
-        "明",
-        "耂",
-        "者",
-        "了",
-        "阝",
-        "都",
-        "高",
-        "卜",
-        "占",
-        "厂",
-        "广",
-        "店",
-        "子",
-        "申",
-        "奄",
-        "亻",
-        "俺",
-        "上",
-        "方",
-        "冖",
-        "学",
-        "衣",
-        "艮",
-        "食",
-        "自",
-    ],
-    # Jap-Katakana
-    "Japanese—": [
-        "ー",
-        "ン",
-        "ス",
-        "・",
-        "ル",
-        "ト",
-        "リ",
-        "イ",
-        "ア",
-        "ラ",
-        "ッ",
-        "ク",
-        "ド",
-        "シ",
-        "レ",
-        "ジ",
-        "タ",
-        "フ",
-        "ロ",
-        "カ",
-        "テ",
-        "マ",
-        "ィ",
-        "グ",
-        "バ",
-        "ム",
-        "プ",
-        "オ",
-        "コ",
-        "デ",
-        "ニ",
-        "ウ",
-        "メ",
-        "サ",
-        "ビ",
-        "ナ",
-        "ブ",
-        "ャ",
-        "エ",
-        "ュ",
-        "チ",
-        "キ",
-        "ズ",
-        "ダ",
-        "パ",
-        "ミ",
-        "ェ",
-        "ョ",
-        "ハ",
-        "セ",
-        "ベ",
-        "ガ",
-        "モ",
-        "ツ",
-        "ネ",
-        "ボ",
-        "ソ",
-        "ノ",
-        "ァ",
-        "ヴ",
-        "ワ",
-        "ポ",
-        "ペ",
-        "ピ",
-        "ケ",
-        "ゴ",
-        "ギ",
-        "ザ",
-        "ホ",
-        "ゲ",
-        "ォ",
-        "ヤ",
-        "ヒ",
-        "ユ",
-        "ヨ",
-        "ヘ",
-        "ゼ",
-        "ヌ",
-        "ゥ",
-        "ゾ",
-        "ヶ",
-        "ヂ",
-        "ヲ",
-        "ヅ",
-        "ヵ",
-        "ヱ",
-        "ヰ",
-        "ヮ",
-        "ヽ",
-        "゠",
-        "ヾ",
-        "ヷ",
-        "ヿ",
-        "ヸ",
-        "ヹ",
-        "ヺ",
-    ],
-    # Jap-Hiragana
-    "Japanese——": [
-        "の",
-        "に",
-        "る",
-        "た",
-        "と",
-        "は",
-        "し",
-        "い",
-        "を",
-        "で",
-        "て",
-        "が",
-        "な",
-        "れ",
-        "か",
-        "ら",
-        "さ",
-        "っ",
-        "り",
-        "す",
-        "あ",
-        "も",
-        "こ",
-        "ま",
-        "う",
-        "く",
-        "よ",
-        "き",
-        "ん",
-        "め",
-        "お",
-        "け",
-        "そ",
-        "つ",
-        "だ",
-        "や",
-        "え",
-        "ど",
-        "わ",
-        "ち",
-        "み",
-        "せ",
-        "じ",
-        "ば",
-        "へ",
-        "び",
-        "ず",
-        "ろ",
-        "ほ",
-        "げ",
-        "む",
-        "べ",
-        "ひ",
-        "ょ",
-        "ゆ",
-        "ぶ",
-        "ご",
-        "ゃ",
-        "ね",
-        "ふ",
-        "ぐ",
-        "ぎ",
-        "ぼ",
-        "ゅ",
-        "づ",
-        "ざ",
-        "ぞ",
-        "ぬ",
-        "ぜ",
-        "ぱ",
-        "ぽ",
-        "ぷ",
-        "ぴ",
-        "ぃ",
-        "ぁ",
-        "ぇ",
-        "ぺ",
-        "ゞ",
-        "ぢ",
-        "ぉ",
-        "ぅ",
-        "ゐ",
-        "ゝ",
-        "ゑ",
-        "゛",
-        "゜",
-        "ゎ",
-        "ゔ",
-        "゚",
-        "ゟ",
-        "゙",
-        "ゕ",
-        "ゖ",
-    ],
-    "Portuguese": [
-        "a",
-        "e",
-        "o",
-        "s",
-        "i",
-        "r",
-        "d",
-        "n",
-        "t",
-        "m",
-        "u",
-        "c",
-        "l",
-        "p",
-        "g",
-        "v",
-        "b",
-        "f",
-        "h",
-        "ã",
-        "q",
-        "é",
-        "ç",
-        "á",
-        "z",
-        "í",
-    ],
-    "Swedish": [
-        "e",
-        "a",
-        "n",
-        "r",
-        "t",
-        "s",
-        "i",
-        "l",
-        "d",
-        "o",
-        "m",
-        "k",
-        "g",
-        "v",
-        "h",
-        "f",
-        "u",
-        "p",
-        "ä",
-        "c",
-        "b",
-        "ö",
-        "å",
-        "y",
-        "j",
-        "x",
-    ],
-    "Chinese": [
-        "的",
-        "一",
-        "是",
-        "不",
-        "了",
-        "在",
-        "人",
-        "有",
-        "我",
-        "他",
-        "这",
-        "个",
-        "们",
-        "中",
-        "来",
-        "上",
-        "大",
-        "为",
-        "和",
-        "国",
-        "地",
-        "到",
-        "以",
-        "说",
-        "时",
-        "要",
-        "就",
-        "出",
-        "会",
-        "可",
-        "也",
-        "你",
-        "对",
-        "生",
-        "能",
-        "而",
-        "子",
-        "那",
-        "得",
-        "于",
-        "着",
-        "下",
-        "自",
-        "之",
-        "年",
-        "过",
-        "发",
-        "后",
-        "作",
-        "里",
-        "用",
-        "道",
-        "行",
-        "所",
-        "然",
-        "家",
-        "种",
-        "事",
-        "成",
-        "方",
-        "多",
-        "经",
-        "么",
-        "去",
-        "法",
-        "学",
-        "如",
-        "都",
-        "同",
-        "现",
-        "当",
-        "没",
-        "动",
-        "面",
-        "起",
-        "看",
-        "定",
-        "天",
-        "分",
-        "还",
-        "进",
-        "好",
-        "小",
-        "部",
-        "其",
-        "些",
-        "主",
-        "样",
-        "理",
-        "心",
-        "她",
-        "本",
-        "前",
-        "开",
-        "但",
-        "因",
-        "只",
-        "从",
-        "想",
-        "实",
-    ],
-    "Ukrainian": [
-        "о",
-        "а",
-        "н",
-        "і",
-        "и",
-        "р",
-        "в",
-        "т",
-        "е",
-        "с",
-        "к",
-        "л",
-        "у",
-        "д",
-        "м",
-        "п",
-        "з",
-        "я",
-        "ь",
-        "б",
-        "г",
-        "й",
-        "ч",
-        "х",
-        "ц",
-        "ї",
-    ],
-    "Norwegian": [
-        "e",
-        "r",
-        "n",
-        "t",
-        "a",
-        "s",
-        "i",
-        "o",
-        "l",
-        "d",
-        "g",
-        "k",
-        "m",
-        "v",
-        "f",
-        "p",
-        "u",
-        "b",
-        "h",
-        "å",
-        "y",
-        "j",
-        "ø",
-        "c",
-        "æ",
-        "w",
-    ],
-    "Finnish": [
-        "a",
-        "i",
-        "n",
-        "t",
-        "e",
-        "s",
-        "l",
-        "o",
-        "u",
-        "k",
-        "ä",
-        "m",
-        "r",
-        "v",
-        "j",
-        "h",
-        "p",
-        "y",
-        "d",
-        "ö",
-        "g",
-        "c",
-        "b",
-        "f",
-        "w",
-        "z",
-    ],
-    "Vietnamese": [
-        "n",
-        "h",
-        "t",
-        "i",
-        "c",
-        "g",
-        "a",
-        "o",
-        "u",
-        "m",
-        "l",
-        "r",
-        "à",
-        "đ",
-        "s",
-        "e",
-        "v",
-        "p",
-        "b",
-        "y",
-        "ư",
-        "d",
-        "á",
-        "k",
-        "ộ",
-        "ế",
-    ],
-    "Czech": [
-        "o",
-        "e",
-        "a",
-        "n",
-        "t",
-        "s",
-        "i",
-        "l",
-        "v",
-        "r",
-        "k",
-        "d",
-        "u",
-        "m",
-        "p",
-        "í",
-        "c",
-        "h",
-        "z",
-        "á",
-        "y",
-        "j",
-        "b",
-        "ě",
-        "é",
-        "ř",
-    ],
-    "Hungarian": [
-        "e",
-        "a",
-        "t",
-        "l",
-        "s",
-        "n",
-        "k",
-        "r",
-        "i",
-        "o",
-        "z",
-        "á",
-        "é",
-        "g",
-        "m",
-        "b",
-        "y",
-        "v",
-        "d",
-        "h",
-        "u",
-        "p",
-        "j",
-        "ö",
-        "f",
-        "c",
-    ],
-    "Korean": [
-        "이",
-        "다",
-        "에",
-        "의",
-        "는",
-        "로",
-        "하",
-        "을",
-        "가",
-        "고",
-        "지",
-        "서",
-        "한",
-        "은",
-        "기",
-        "으",
-        "년",
-        "대",
-        "사",
-        "시",
-        "를",
-        "리",
-        "도",
-        "인",
-        "스",
-        "일",
-    ],
-    "Indonesian": [
-        "a",
-        "n",
-        "e",
-        "i",
-        "r",
-        "t",
-        "u",
-        "s",
-        "d",
-        "k",
-        "m",
-        "l",
-        "g",
-        "p",
-        "b",
-        "o",
-        "h",
-        "y",
-        "j",
-        "c",
-        "w",
-        "f",
-        "v",
-        "z",
-        "x",
-        "q",
-    ],
-    "Turkish": [
-        "a",
-        "e",
-        "i",
-        "n",
-        "r",
-        "l",
-        "ı",
-        "k",
-        "d",
-        "t",
-        "s",
-        "m",
-        "y",
-        "u",
-        "o",
-        "b",
-        "ü",
-        "ş",
-        "v",
-        "g",
-        "z",
-        "h",
-        "c",
-        "p",
-        "ç",
-        "ğ",
-    ],
-    "Romanian": [
-        "e",
-        "i",
-        "a",
-        "r",
-        "n",
-        "t",
-        "u",
-        "l",
-        "o",
-        "c",
-        "s",
-        "d",
-        "p",
-        "m",
-        "ă",
-        "f",
-        "v",
-        "î",
-        "g",
-        "b",
-        "ș",
-        "ț",
-        "z",
-        "h",
-        "â",
-        "j",
-    ],
-    "Farsi": [
-        "ا",
-        "ی",
-        "ر",
-        "د",
-        "ن",
-        "ه",
-        "و",
-        "م",
-        "ت",
-        "ب",
-        "س",
-        "ل",
-        "ک",
-        "ش",
-        "ز",
-        "ف",
-        "گ",
-        "ع",
-        "خ",
-        "ق",
-        "ج",
-        "آ",
-        "پ",
-        "ح",
-        "ط",
-        "ص",
-    ],
-    "Arabic": [
-        "ا",
-        "ل",
-        "ي",
-        "م",
-        "و",
-        "ن",
-        "ر",
-        "ت",
-        "ب",
-        "ة",
-        "ع",
-        "د",
-        "س",
-        "ف",
-        "ه",
-        "ك",
-        "ق",
-        "أ",
-        "ح",
-        "ج",
-        "ش",
-        "ط",
-        "ص",
-        "ى",
-        "خ",
-        "إ",
-    ],
-    "Danish": [
-        "e",
-        "r",
-        "n",
-        "t",
-        "a",
-        "i",
-        "s",
-        "d",
-        "l",
-        "o",
-        "g",
-        "m",
-        "k",
-        "f",
-        "v",
-        "u",
-        "b",
-        "h",
-        "p",
-        "å",
-        "y",
-        "ø",
-        "æ",
-        "c",
-        "j",
-        "w",
-    ],
-    "Serbian": [
-        "а",
-        "и",
-        "о",
-        "е",
-        "н",
-        "р",
-        "с",
-        "у",
-        "т",
-        "к",
-        "ј",
-        "в",
-        "д",
-        "м",
-        "п",
-        "л",
-        "г",
-        "з",
-        "б",
-        "a",
-        "i",
-        "e",
-        "o",
-        "n",
-        "ц",
-        "ш",
-    ],
-    "Lithuanian": [
-        "i",
-        "a",
-        "s",
-        "o",
-        "r",
-        "e",
-        "t",
-        "n",
-        "u",
-        "k",
-        "m",
-        "l",
-        "p",
-        "v",
-        "d",
-        "j",
-        "g",
-        "ė",
-        "b",
-        "y",
-        "ų",
-        "š",
-        "ž",
-        "c",
-        "ą",
-        "į",
-    ],
-    "Slovene": [
-        "e",
-        "a",
-        "i",
-        "o",
-        "n",
-        "r",
-        "s",
-        "l",
-        "t",
-        "j",
-        "v",
-        "k",
-        "d",
-        "p",
-        "m",
-        "u",
-        "z",
-        "b",
-        "g",
-        "h",
-        "č",
-        "c",
-        "š",
-        "ž",
-        "f",
-        "y",
-    ],
-    "Slovak": [
-        "o",
-        "a",
-        "e",
-        "n",
-        "i",
-        "r",
-        "v",
-        "t",
-        "s",
-        "l",
-        "k",
-        "d",
-        "m",
-        "p",
-        "u",
-        "c",
-        "h",
-        "j",
-        "b",
-        "z",
-        "á",
-        "y",
-        "ý",
-        "í",
-        "č",
-        "é",
-    ],
-    "Hebrew": [
-        "י",
-        "ו",
-        "ה",
-        "ל",
-        "ר",
-        "ב",
-        "ת",
-        "מ",
-        "א",
-        "ש",
-        "נ",
-        "ע",
-        "ם",
-        "ד",
-        "ק",
-        "ח",
-        "פ",
-        "ס",
-        "כ",
-        "ג",
-        "ט",
-        "צ",
-        "ן",
-        "ז",
-        "ך",
-    ],
-    "Bulgarian": [
-        "а",
-        "и",
-        "о",
-        "е",
-        "н",
-        "т",
-        "р",
-        "с",
-        "в",
-        "л",
-        "к",
-        "д",
-        "п",
-        "м",
-        "з",
-        "г",
-        "я",
-        "ъ",
-        "у",
-        "б",
-        "ч",
-        "ц",
-        "й",
-        "ж",
-        "щ",
-        "х",
-    ],
-    "Croatian": [
-        "a",
-        "i",
-        "o",
-        "e",
-        "n",
-        "r",
-        "j",
-        "s",
-        "t",
-        "u",
-        "k",
-        "l",
-        "v",
-        "d",
-        "m",
-        "p",
-        "g",
-        "z",
-        "b",
-        "c",
-        "č",
-        "h",
-        "š",
-        "ž",
-        "ć",
-        "f",
-    ],
-    "Hindi": [
-        "क",
-        "र",
-        "स",
-        "न",
-        "त",
-        "म",
-        "ह",
-        "प",
-        "य",
-        "ल",
-        "व",
-        "ज",
-        "द",
-        "ग",
-        "ब",
-        "श",
-        "ट",
-        "अ",
-        "ए",
-        "थ",
-        "भ",
-        "ड",
-        "च",
-        "ध",
-        "ष",
-        "इ",
-    ],
-    "Estonian": [
-        "a",
-        "i",
-        "e",
-        "s",
-        "t",
-        "l",
-        "u",
-        "n",
-        "o",
-        "k",
-        "r",
-        "d",
-        "m",
-        "v",
-        "g",
-        "p",
-        "j",
-        "h",
-        "ä",
-        "b",
-        "õ",
-        "ü",
-        "f",
-        "c",
-        "ö",
-        "y",
-    ],
-    "Thai": [
-        "า",
-        "น",
-        "ร",
-        "อ",
-        "ก",
-        "เ",
-        "ง",
-        "ม",
-        "ย",
-        "ล",
-        "ว",
-        "ด",
-        "ท",
-        "ส",
-        "ต",
-        "ะ",
-        "ป",
-        "บ",
-        "ค",
-        "ห",
-        "แ",
-        "จ",
-        "พ",
-        "ช",
-        "ข",
-        "ใ",
-    ],
-    "Greek": [
-        "α",
-        "τ",
-        "ο",
-        "ι",
-        "ε",
-        "ν",
-        "ρ",
-        "σ",
-        "κ",
-        "η",
-        "π",
-        "ς",
-        "υ",
-        "μ",
-        "λ",
-        "ί",
-        "ό",
-        "ά",
-        "γ",
-        "έ",
-        "δ",
-        "ή",
-        "ω",
-        "χ",
-        "θ",
-        "ύ",
-    ],
-    "Tamil": [
-        "க",
-        "த",
-        "ப",
-        "ட",
-        "ர",
-        "ம",
-        "ல",
-        "ன",
-        "வ",
-        "ற",
-        "ய",
-        "ள",
-        "ச",
-        "ந",
-        "இ",
-        "ண",
-        "அ",
-        "ஆ",
-        "ழ",
-        "ங",
-        "எ",
-        "உ",
-        "ஒ",
-        "ஸ",
-    ],
-    "Kazakh": [
-        "а",
-        "ы",
-        "е",
-        "н",
-        "т",
-        "р",
-        "л",
-        "і",
-        "д",
-        "с",
-        "м",
-        "қ",
-        "к",
-        "о",
-        "б",
-        "и",
-        "у",
-        "ғ",
-        "ж",
-        "ң",
-        "з",
-        "ш",
-        "й",
-        "п",
-        "г",
-        "ө",
-    ],
-}
-
-LANGUAGE_SUPPORTED_COUNT: int = len(FREQUENCIES)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/legacy.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/legacy.py
deleted file mode 100644
index 43aad21a9..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/legacy.py
+++ /dev/null
@@ -1,54 +0,0 @@
-from typing import Any, Dict, Optional, Union
-from warnings import warn
-
-from .api import from_bytes
-from .constant import CHARDET_CORRESPONDENCE
-
-
-def detect(
-    byte_str: bytes, should_rename_legacy: bool = False, **kwargs: Any
-) -> Dict[str, Optional[Union[str, float]]]:
-    """
-    chardet legacy method
-    Detect the encoding of the given byte string. It should be mostly backward-compatible.
-    Encoding name will match Chardet own writing whenever possible. (Not on encoding name unsupported by it)
-    This function is deprecated and should be used to migrate your project easily, consult the documentation for
-    further information. Not planned for removal.
-
-    :param byte_str:     The byte sequence to examine.
-    :param should_rename_legacy:  Should we rename legacy encodings
-                                  to their more modern equivalents?
-    """
-    if len(kwargs):
-        warn(
-            f"charset-normalizer disregard arguments '{','.join(list(kwargs.keys()))}' in legacy function detect()"
-        )
-
-    if not isinstance(byte_str, (bytearray, bytes)):
-        raise TypeError(  # pragma: nocover
-            "Expected object of type bytes or bytearray, got: "
-            "{0}".format(type(byte_str))
-        )
-
-    if isinstance(byte_str, bytearray):
-        byte_str = bytes(byte_str)
-
-    r = from_bytes(byte_str).best()
-
-    encoding = r.encoding if r is not None else None
-    language = r.language if r is not None and r.language != "Unknown" else ""
-    confidence = 1.0 - r.chaos if r is not None else None
-
-    # Note: CharsetNormalizer does not return 'UTF-8-SIG' as the sig get stripped in the detection/normalization process
-    # but chardet does return 'utf-8-sig' and it is a valid codec name.
-    if r is not None and encoding == "utf_8" and r.bom:
-        encoding += "_sig"
-
-    if should_rename_legacy is False and encoding in CHARDET_CORRESPONDENCE:
-        encoding = CHARDET_CORRESPONDENCE[encoding]
-
-    return {
-        "encoding": encoding,
-        "language": language,
-        "confidence": confidence,
-    }
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so
deleted file mode 100755
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.py
deleted file mode 100644
index 77897aae4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md.py
+++ /dev/null
@@ -1,615 +0,0 @@
-from functools import lru_cache
-from logging import getLogger
-from typing import List, Optional
-
-from .constant import (
-    COMMON_SAFE_ASCII_CHARACTERS,
-    TRACE,
-    UNICODE_SECONDARY_RANGE_KEYWORD,
-)
-from .utils import (
-    is_accentuated,
-    is_arabic,
-    is_arabic_isolated_form,
-    is_case_variable,
-    is_cjk,
-    is_emoticon,
-    is_hangul,
-    is_hiragana,
-    is_katakana,
-    is_latin,
-    is_punctuation,
-    is_separator,
-    is_symbol,
-    is_thai,
-    is_unprintable,
-    remove_accent,
-    unicode_range,
-)
-
-
-class MessDetectorPlugin:
-    """
-    Base abstract class used for mess detection plugins.
-    All detectors MUST extend and implement given methods.
-    """
-
-    def eligible(self, character: str) -> bool:
-        """
-        Determine if given character should be fed in.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-    def feed(self, character: str) -> None:
-        """
-        The main routine to be executed upon character.
-        Insert the logic in witch the text would be considered chaotic.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-    def reset(self) -> None:  # pragma: no cover
-        """
-        Permit to reset the plugin to the initial state.
-        """
-        raise NotImplementedError
-
-    @property
-    def ratio(self) -> float:
-        """
-        Compute the chaos ratio based on what your feed() has seen.
-        Must NOT be lower than 0.; No restriction gt 0.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-
-class TooManySymbolOrPunctuationPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._punctuation_count: int = 0
-        self._symbol_count: int = 0
-        self._character_count: int = 0
-
-        self._last_printable_char: Optional[str] = None
-        self._frenzy_symbol_in_word: bool = False
-
-    def eligible(self, character: str) -> bool:
-        return character.isprintable()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if (
-            character != self._last_printable_char
-            and character not in COMMON_SAFE_ASCII_CHARACTERS
-        ):
-            if is_punctuation(character):
-                self._punctuation_count += 1
-            elif (
-                character.isdigit() is False
-                and is_symbol(character)
-                and is_emoticon(character) is False
-            ):
-                self._symbol_count += 2
-
-        self._last_printable_char = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._punctuation_count = 0
-        self._character_count = 0
-        self._symbol_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        ratio_of_punctuation: float = (
-            self._punctuation_count + self._symbol_count
-        ) / self._character_count
-
-        return ratio_of_punctuation if ratio_of_punctuation >= 0.3 else 0.0
-
-
-class TooManyAccentuatedPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._character_count: int = 0
-        self._accentuated_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return character.isalpha()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if is_accentuated(character):
-            self._accentuated_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._accentuated_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count < 8:
-            return 0.0
-
-        ratio_of_accentuation: float = self._accentuated_count / self._character_count
-        return ratio_of_accentuation if ratio_of_accentuation >= 0.35 else 0.0
-
-
-class UnprintablePlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._unprintable_count: int = 0
-        self._character_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if is_unprintable(character):
-            self._unprintable_count += 1
-        self._character_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._unprintable_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return (self._unprintable_count * 8) / self._character_count
-
-
-class SuspiciousDuplicateAccentPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._successive_count: int = 0
-        self._character_count: int = 0
-
-        self._last_latin_character: Optional[str] = None
-
-    def eligible(self, character: str) -> bool:
-        return character.isalpha() and is_latin(character)
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-        if (
-            self._last_latin_character is not None
-            and is_accentuated(character)
-            and is_accentuated(self._last_latin_character)
-        ):
-            if character.isupper() and self._last_latin_character.isupper():
-                self._successive_count += 1
-            # Worse if its the same char duplicated with different accent.
-            if remove_accent(character) == remove_accent(self._last_latin_character):
-                self._successive_count += 1
-        self._last_latin_character = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._successive_count = 0
-        self._character_count = 0
-        self._last_latin_character = None
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return (self._successive_count * 2) / self._character_count
-
-
-class SuspiciousRange(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._suspicious_successive_range_count: int = 0
-        self._character_count: int = 0
-        self._last_printable_seen: Optional[str] = None
-
-    def eligible(self, character: str) -> bool:
-        return character.isprintable()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if (
-            character.isspace()
-            or is_punctuation(character)
-            or character in COMMON_SAFE_ASCII_CHARACTERS
-        ):
-            self._last_printable_seen = None
-            return
-
-        if self._last_printable_seen is None:
-            self._last_printable_seen = character
-            return
-
-        unicode_range_a: Optional[str] = unicode_range(self._last_printable_seen)
-        unicode_range_b: Optional[str] = unicode_range(character)
-
-        if is_suspiciously_successive_range(unicode_range_a, unicode_range_b):
-            self._suspicious_successive_range_count += 1
-
-        self._last_printable_seen = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._suspicious_successive_range_count = 0
-        self._last_printable_seen = None
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count <= 24:
-            return 0.0
-
-        ratio_of_suspicious_range_usage: float = (
-            self._suspicious_successive_range_count * 2
-        ) / self._character_count
-
-        return ratio_of_suspicious_range_usage
-
-
-class SuperWeirdWordPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._word_count: int = 0
-        self._bad_word_count: int = 0
-        self._foreign_long_count: int = 0
-
-        self._is_current_word_bad: bool = False
-        self._foreign_long_watch: bool = False
-
-        self._character_count: int = 0
-        self._bad_character_count: int = 0
-
-        self._buffer: str = ""
-        self._buffer_accent_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if character.isalpha():
-            self._buffer += character
-            if is_accentuated(character):
-                self._buffer_accent_count += 1
-            if (
-                self._foreign_long_watch is False
-                and (is_latin(character) is False or is_accentuated(character))
-                and is_cjk(character) is False
-                and is_hangul(character) is False
-                and is_katakana(character) is False
-                and is_hiragana(character) is False
-                and is_thai(character) is False
-            ):
-                self._foreign_long_watch = True
-            return
-        if not self._buffer:
-            return
-        if (
-            character.isspace() or is_punctuation(character) or is_separator(character)
-        ) and self._buffer:
-            self._word_count += 1
-            buffer_length: int = len(self._buffer)
-
-            self._character_count += buffer_length
-
-            if buffer_length >= 4:
-                if self._buffer_accent_count / buffer_length > 0.34:
-                    self._is_current_word_bad = True
-                # Word/Buffer ending with an upper case accentuated letter are so rare,
-                # that we will consider them all as suspicious. Same weight as foreign_long suspicious.
-                if (
-                    is_accentuated(self._buffer[-1])
-                    and self._buffer[-1].isupper()
-                    and all(_.isupper() for _ in self._buffer) is False
-                ):
-                    self._foreign_long_count += 1
-                    self._is_current_word_bad = True
-            if buffer_length >= 24 and self._foreign_long_watch:
-                camel_case_dst = [
-                    i
-                    for c, i in zip(self._buffer, range(0, buffer_length))
-                    if c.isupper()
-                ]
-                probable_camel_cased: bool = False
-
-                if camel_case_dst and (len(camel_case_dst) / buffer_length <= 0.3):
-                    probable_camel_cased = True
-
-                if not probable_camel_cased:
-                    self._foreign_long_count += 1
-                    self._is_current_word_bad = True
-
-            if self._is_current_word_bad:
-                self._bad_word_count += 1
-                self._bad_character_count += len(self._buffer)
-                self._is_current_word_bad = False
-
-            self._foreign_long_watch = False
-            self._buffer = ""
-            self._buffer_accent_count = 0
-        elif (
-            character not in {"<", ">", "-", "=", "~", "|", "_"}
-            and character.isdigit() is False
-            and is_symbol(character)
-        ):
-            self._is_current_word_bad = True
-            self._buffer += character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._buffer = ""
-        self._is_current_word_bad = False
-        self._foreign_long_watch = False
-        self._bad_word_count = 0
-        self._word_count = 0
-        self._character_count = 0
-        self._bad_character_count = 0
-        self._foreign_long_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._word_count <= 10 and self._foreign_long_count == 0:
-            return 0.0
-
-        return self._bad_character_count / self._character_count
-
-
-class CjkInvalidStopPlugin(MessDetectorPlugin):
-    """
-    GB(Chinese) based encoding often render the stop incorrectly when the content does not fit and
-    can be easily detected. Searching for the overuse of '丅' and '丄'.
-    """
-
-    def __init__(self) -> None:
-        self._wrong_stop_count: int = 0
-        self._cjk_character_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if character in {"丅", "丄"}:
-            self._wrong_stop_count += 1
-            return
-        if is_cjk(character):
-            self._cjk_character_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._wrong_stop_count = 0
-        self._cjk_character_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._cjk_character_count < 16:
-            return 0.0
-        return self._wrong_stop_count / self._cjk_character_count
-
-
-class ArchaicUpperLowerPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._buf: bool = False
-
-        self._character_count_since_last_sep: int = 0
-
-        self._successive_upper_lower_count: int = 0
-        self._successive_upper_lower_count_final: int = 0
-
-        self._character_count: int = 0
-
-        self._last_alpha_seen: Optional[str] = None
-        self._current_ascii_only: bool = True
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        is_concerned = character.isalpha() and is_case_variable(character)
-        chunk_sep = is_concerned is False
-
-        if chunk_sep and self._character_count_since_last_sep > 0:
-            if (
-                self._character_count_since_last_sep <= 64
-                and character.isdigit() is False
-                and self._current_ascii_only is False
-            ):
-                self._successive_upper_lower_count_final += (
-                    self._successive_upper_lower_count
-                )
-
-            self._successive_upper_lower_count = 0
-            self._character_count_since_last_sep = 0
-            self._last_alpha_seen = None
-            self._buf = False
-            self._character_count += 1
-            self._current_ascii_only = True
-
-            return
-
-        if self._current_ascii_only is True and character.isascii() is False:
-            self._current_ascii_only = False
-
-        if self._last_alpha_seen is not None:
-            if (character.isupper() and self._last_alpha_seen.islower()) or (
-                character.islower() and self._last_alpha_seen.isupper()
-            ):
-                if self._buf is True:
-                    self._successive_upper_lower_count += 2
-                    self._buf = False
-                else:
-                    self._buf = True
-            else:
-                self._buf = False
-
-        self._character_count += 1
-        self._character_count_since_last_sep += 1
-        self._last_alpha_seen = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._character_count_since_last_sep = 0
-        self._successive_upper_lower_count = 0
-        self._successive_upper_lower_count_final = 0
-        self._last_alpha_seen = None
-        self._buf = False
-        self._current_ascii_only = True
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return self._successive_upper_lower_count_final / self._character_count
-
-
-class ArabicIsolatedFormPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._character_count: int = 0
-        self._isolated_form_count: int = 0
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._isolated_form_count = 0
-
-    def eligible(self, character: str) -> bool:
-        return is_arabic(character)
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if is_arabic_isolated_form(character):
-            self._isolated_form_count += 1
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count < 8:
-            return 0.0
-
-        isolated_form_usage: float = self._isolated_form_count / self._character_count
-
-        return isolated_form_usage
-
-
-@lru_cache(maxsize=1024)
-def is_suspiciously_successive_range(
-    unicode_range_a: Optional[str], unicode_range_b: Optional[str]
-) -> bool:
-    """
-    Determine if two Unicode range seen next to each other can be considered as suspicious.
-    """
-    if unicode_range_a is None or unicode_range_b is None:
-        return True
-
-    if unicode_range_a == unicode_range_b:
-        return False
-
-    if "Latin" in unicode_range_a and "Latin" in unicode_range_b:
-        return False
-
-    if "Emoticons" in unicode_range_a or "Emoticons" in unicode_range_b:
-        return False
-
-    # Latin characters can be accompanied with a combining diacritical mark
-    # eg. Vietnamese.
-    if ("Latin" in unicode_range_a or "Latin" in unicode_range_b) and (
-        "Combining" in unicode_range_a or "Combining" in unicode_range_b
-    ):
-        return False
-
-    keywords_range_a, keywords_range_b = unicode_range_a.split(
-        " "
-    ), unicode_range_b.split(" ")
-
-    for el in keywords_range_a:
-        if el in UNICODE_SECONDARY_RANGE_KEYWORD:
-            continue
-        if el in keywords_range_b:
-            return False
-
-    # Japanese Exception
-    range_a_jp_chars, range_b_jp_chars = (
-        unicode_range_a
-        in (
-            "Hiragana",
-            "Katakana",
-        ),
-        unicode_range_b in ("Hiragana", "Katakana"),
-    )
-    if (range_a_jp_chars or range_b_jp_chars) and (
-        "CJK" in unicode_range_a or "CJK" in unicode_range_b
-    ):
-        return False
-    if range_a_jp_chars and range_b_jp_chars:
-        return False
-
-    if "Hangul" in unicode_range_a or "Hangul" in unicode_range_b:
-        if "CJK" in unicode_range_a or "CJK" in unicode_range_b:
-            return False
-        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
-            return False
-
-    # Chinese/Japanese use dedicated range for punctuation and/or separators.
-    if ("CJK" in unicode_range_a or "CJK" in unicode_range_b) or (
-        unicode_range_a in ["Katakana", "Hiragana"]
-        and unicode_range_b in ["Katakana", "Hiragana"]
-    ):
-        if "Punctuation" in unicode_range_a or "Punctuation" in unicode_range_b:
-            return False
-        if "Forms" in unicode_range_a or "Forms" in unicode_range_b:
-            return False
-        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
-            return False
-
-    return True
-
-
-@lru_cache(maxsize=2048)
-def mess_ratio(
-    decoded_sequence: str, maximum_threshold: float = 0.2, debug: bool = False
-) -> float:
-    """
-    Compute a mess ratio given a decoded bytes sequence. The maximum threshold does stop the computation earlier.
-    """
-
-    detectors: List[MessDetectorPlugin] = [
-        md_class() for md_class in MessDetectorPlugin.__subclasses__()
-    ]
-
-    length: int = len(decoded_sequence) + 1
-
-    mean_mess_ratio: float = 0.0
-
-    if length < 512:
-        intermediary_mean_mess_ratio_calc: int = 32
-    elif length <= 1024:
-        intermediary_mean_mess_ratio_calc = 64
-    else:
-        intermediary_mean_mess_ratio_calc = 128
-
-    for character, index in zip(decoded_sequence + "\n", range(length)):
-        for detector in detectors:
-            if detector.eligible(character):
-                detector.feed(character)
-
-        if (
-            index > 0 and index % intermediary_mean_mess_ratio_calc == 0
-        ) or index == length - 1:
-            mean_mess_ratio = sum(dt.ratio for dt in detectors)
-
-            if mean_mess_ratio >= maximum_threshold:
-                break
-
-    if debug:
-        logger = getLogger("charset_normalizer")
-
-        logger.log(
-            TRACE,
-            "Mess-detector extended-analysis start. "
-            f"intermediary_mean_mess_ratio_calc={intermediary_mean_mess_ratio_calc} mean_mess_ratio={mean_mess_ratio} "
-            f"maximum_threshold={maximum_threshold}",
-        )
-
-        if len(decoded_sequence) > 16:
-            logger.log(TRACE, f"Starting with: {decoded_sequence[:16]}")
-            logger.log(TRACE, f"Ending with: {decoded_sequence[-16::]}")
-
-        for dt in detectors:  # pragma: nocover
-            logger.log(TRACE, f"{dt.__class__}: {dt.ratio}")
-
-    return round(mean_mess_ratio, 3)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so
deleted file mode 100755
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/models.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/models.py
deleted file mode 100644
index a760b9c55..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/models.py
+++ /dev/null
@@ -1,340 +0,0 @@
-from encodings.aliases import aliases
-from hashlib import sha256
-from json import dumps
-from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
-
-from .constant import TOO_BIG_SEQUENCE
-from .utils import iana_name, is_multi_byte_encoding, unicode_range
-
-
-class CharsetMatch:
-    def __init__(
-        self,
-        payload: bytes,
-        guessed_encoding: str,
-        mean_mess_ratio: float,
-        has_sig_or_bom: bool,
-        languages: "CoherenceMatches",
-        decoded_payload: Optional[str] = None,
-    ):
-        self._payload: bytes = payload
-
-        self._encoding: str = guessed_encoding
-        self._mean_mess_ratio: float = mean_mess_ratio
-        self._languages: CoherenceMatches = languages
-        self._has_sig_or_bom: bool = has_sig_or_bom
-        self._unicode_ranges: Optional[List[str]] = None
-
-        self._leaves: List[CharsetMatch] = []
-        self._mean_coherence_ratio: float = 0.0
-
-        self._output_payload: Optional[bytes] = None
-        self._output_encoding: Optional[str] = None
-
-        self._string: Optional[str] = decoded_payload
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, CharsetMatch):
-            raise TypeError(
-                "__eq__ cannot be invoked on {} and {}.".format(
-                    str(other.__class__), str(self.__class__)
-                )
-            )
-        return self.encoding == other.encoding and self.fingerprint == other.fingerprint
-
-    def __lt__(self, other: object) -> bool:
-        """
-        Implemented to make sorted available upon CharsetMatches items.
-        """
-        if not isinstance(other, CharsetMatch):
-            raise ValueError
-
-        chaos_difference: float = abs(self.chaos - other.chaos)
-        coherence_difference: float = abs(self.coherence - other.coherence)
-
-        # Below 1% difference --> Use Coherence
-        if chaos_difference < 0.01 and coherence_difference > 0.02:
-            return self.coherence > other.coherence
-        elif chaos_difference < 0.01 and coherence_difference <= 0.02:
-            # When having a difficult decision, use the result that decoded as many multi-byte as possible.
-            # preserve RAM usage!
-            if len(self._payload) >= TOO_BIG_SEQUENCE:
-                return self.chaos < other.chaos
-            return self.multi_byte_usage > other.multi_byte_usage
-
-        return self.chaos < other.chaos
-
-    @property
-    def multi_byte_usage(self) -> float:
-        return 1.0 - (len(str(self)) / len(self.raw))
-
-    def __str__(self) -> str:
-        # Lazy Str Loading
-        if self._string is None:
-            self._string = str(self._payload, self._encoding, "strict")
-        return self._string
-
-    def __repr__(self) -> str:
-        return "<CharsetMatch '{}' bytes({})>".format(self.encoding, self.fingerprint)
-
-    def add_submatch(self, other: "CharsetMatch") -> None:
-        if not isinstance(other, CharsetMatch) or other == self:
-            raise ValueError(
-                "Unable to add instance <{}> as a submatch of a CharsetMatch".format(
-                    other.__class__
-                )
-            )
-
-        other._string = None  # Unload RAM usage; dirty trick.
-        self._leaves.append(other)
-
-    @property
-    def encoding(self) -> str:
-        return self._encoding
-
-    @property
-    def encoding_aliases(self) -> List[str]:
-        """
-        Encoding name are known by many name, using this could help when searching for IBM855 when it's listed as CP855.
-        """
-        also_known_as: List[str] = []
-        for u, p in aliases.items():
-            if self.encoding == u:
-                also_known_as.append(p)
-            elif self.encoding == p:
-                also_known_as.append(u)
-        return also_known_as
-
-    @property
-    def bom(self) -> bool:
-        return self._has_sig_or_bom
-
-    @property
-    def byte_order_mark(self) -> bool:
-        return self._has_sig_or_bom
-
-    @property
-    def languages(self) -> List[str]:
-        """
-        Return the complete list of possible languages found in decoded sequence.
-        Usually not really useful. Returned list may be empty even if 'language' property return something != 'Unknown'.
-        """
-        return [e[0] for e in self._languages]
-
-    @property
-    def language(self) -> str:
-        """
-        Most probable language found in decoded sequence. If none were detected or inferred, the property will return
-        "Unknown".
-        """
-        if not self._languages:
-            # Trying to infer the language based on the given encoding
-            # Its either English or we should not pronounce ourselves in certain cases.
-            if "ascii" in self.could_be_from_charset:
-                return "English"
-
-            # doing it there to avoid circular import
-            from charset_normalizer.cd import encoding_languages, mb_encoding_languages
-
-            languages = (
-                mb_encoding_languages(self.encoding)
-                if is_multi_byte_encoding(self.encoding)
-                else encoding_languages(self.encoding)
-            )
-
-            if len(languages) == 0 or "Latin Based" in languages:
-                return "Unknown"
-
-            return languages[0]
-
-        return self._languages[0][0]
-
-    @property
-    def chaos(self) -> float:
-        return self._mean_mess_ratio
-
-    @property
-    def coherence(self) -> float:
-        if not self._languages:
-            return 0.0
-        return self._languages[0][1]
-
-    @property
-    def percent_chaos(self) -> float:
-        return round(self.chaos * 100, ndigits=3)
-
-    @property
-    def percent_coherence(self) -> float:
-        return round(self.coherence * 100, ndigits=3)
-
-    @property
-    def raw(self) -> bytes:
-        """
-        Original untouched bytes.
-        """
-        return self._payload
-
-    @property
-    def submatch(self) -> List["CharsetMatch"]:
-        return self._leaves
-
-    @property
-    def has_submatch(self) -> bool:
-        return len(self._leaves) > 0
-
-    @property
-    def alphabets(self) -> List[str]:
-        if self._unicode_ranges is not None:
-            return self._unicode_ranges
-        # list detected ranges
-        detected_ranges: List[Optional[str]] = [
-            unicode_range(char) for char in str(self)
-        ]
-        # filter and sort
-        self._unicode_ranges = sorted(list({r for r in detected_ranges if r}))
-        return self._unicode_ranges
-
-    @property
-    def could_be_from_charset(self) -> List[str]:
-        """
-        The complete list of encoding that output the exact SAME str result and therefore could be the originating
-        encoding.
-        This list does include the encoding available in property 'encoding'.
-        """
-        return [self._encoding] + [m.encoding for m in self._leaves]
-
-    def output(self, encoding: str = "utf_8") -> bytes:
-        """
-        Method to get re-encoded bytes payload using given target encoding. Default to UTF-8.
-        Any errors will be simply ignored by the encoder NOT replaced.
-        """
-        if self._output_encoding is None or self._output_encoding != encoding:
-            self._output_encoding = encoding
-            self._output_payload = str(self).encode(encoding, "replace")
-
-        return self._output_payload  # type: ignore
-
-    @property
-    def fingerprint(self) -> str:
-        """
-        Retrieve the unique SHA256 computed using the transformed (re-encoded) payload. Not the original one.
-        """
-        return sha256(self.output()).hexdigest()
-
-
-class CharsetMatches:
-    """
-    Container with every CharsetMatch items ordered by default from most probable to the less one.
-    Act like a list(iterable) but does not implements all related methods.
-    """
-
-    def __init__(self, results: Optional[List[CharsetMatch]] = None):
-        self._results: List[CharsetMatch] = sorted(results) if results else []
-
-    def __iter__(self) -> Iterator[CharsetMatch]:
-        yield from self._results
-
-    def __getitem__(self, item: Union[int, str]) -> CharsetMatch:
-        """
-        Retrieve a single item either by its position or encoding name (alias may be used here).
-        Raise KeyError upon invalid index or encoding not present in results.
-        """
-        if isinstance(item, int):
-            return self._results[item]
-        if isinstance(item, str):
-            item = iana_name(item, False)
-            for result in self._results:
-                if item in result.could_be_from_charset:
-                    return result
-        raise KeyError
-
-    def __len__(self) -> int:
-        return len(self._results)
-
-    def __bool__(self) -> bool:
-        return len(self._results) > 0
-
-    def append(self, item: CharsetMatch) -> None:
-        """
-        Insert a single match. Will be inserted accordingly to preserve sort.
-        Can be inserted as a submatch.
-        """
-        if not isinstance(item, CharsetMatch):
-            raise ValueError(
-                "Cannot append instance '{}' to CharsetMatches".format(
-                    str(item.__class__)
-                )
-            )
-        # We should disable the submatch factoring when the input file is too heavy (conserve RAM usage)
-        if len(item.raw) <= TOO_BIG_SEQUENCE:
-            for match in self._results:
-                if match.fingerprint == item.fingerprint and match.chaos == item.chaos:
-                    match.add_submatch(item)
-                    return
-        self._results.append(item)
-        self._results = sorted(self._results)
-
-    def best(self) -> Optional["CharsetMatch"]:
-        """
-        Simply return the first match. Strict equivalent to matches[0].
-        """
-        if not self._results:
-            return None
-        return self._results[0]
-
-    def first(self) -> Optional["CharsetMatch"]:
-        """
-        Redundant method, call the method best(). Kept for BC reasons.
-        """
-        return self.best()
-
-
-CoherenceMatch = Tuple[str, float]
-CoherenceMatches = List[CoherenceMatch]
-
-
-class CliDetectionResult:
-    def __init__(
-        self,
-        path: str,
-        encoding: Optional[str],
-        encoding_aliases: List[str],
-        alternative_encodings: List[str],
-        language: str,
-        alphabets: List[str],
-        has_sig_or_bom: bool,
-        chaos: float,
-        coherence: float,
-        unicode_path: Optional[str],
-        is_preferred: bool,
-    ):
-        self.path: str = path
-        self.unicode_path: Optional[str] = unicode_path
-        self.encoding: Optional[str] = encoding
-        self.encoding_aliases: List[str] = encoding_aliases
-        self.alternative_encodings: List[str] = alternative_encodings
-        self.language: str = language
-        self.alphabets: List[str] = alphabets
-        self.has_sig_or_bom: bool = has_sig_or_bom
-        self.chaos: float = chaos
-        self.coherence: float = coherence
-        self.is_preferred: bool = is_preferred
-
-    @property
-    def __dict__(self) -> Dict[str, Any]:  # type: ignore
-        return {
-            "path": self.path,
-            "encoding": self.encoding,
-            "encoding_aliases": self.encoding_aliases,
-            "alternative_encodings": self.alternative_encodings,
-            "language": self.language,
-            "alphabets": self.alphabets,
-            "has_sig_or_bom": self.has_sig_or_bom,
-            "chaos": self.chaos,
-            "coherence": self.coherence,
-            "unicode_path": self.unicode_path,
-            "is_preferred": self.is_preferred,
-        }
-
-    def to_json(self) -> str:
-        return dumps(self.__dict__, ensure_ascii=True, indent=4)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/utils.py
deleted file mode 100644
index e5cbbf4c0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/utils.py
+++ /dev/null
@@ -1,421 +0,0 @@
-import importlib
-import logging
-import unicodedata
-from codecs import IncrementalDecoder
-from encodings.aliases import aliases
-from functools import lru_cache
-from re import findall
-from typing import Generator, List, Optional, Set, Tuple, Union
-
-from _multibytecodec import MultibyteIncrementalDecoder
-
-from .constant import (
-    ENCODING_MARKS,
-    IANA_SUPPORTED_SIMILAR,
-    RE_POSSIBLE_ENCODING_INDICATION,
-    UNICODE_RANGES_COMBINED,
-    UNICODE_SECONDARY_RANGE_KEYWORD,
-    UTF8_MAXIMAL_ALLOCATION,
-)
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_accentuated(character: str) -> bool:
-    try:
-        description: str = unicodedata.name(character)
-    except ValueError:
-        return False
-    return (
-        "WITH GRAVE" in description
-        or "WITH ACUTE" in description
-        or "WITH CEDILLA" in description
-        or "WITH DIAERESIS" in description
-        or "WITH CIRCUMFLEX" in description
-        or "WITH TILDE" in description
-        or "WITH MACRON" in description
-        or "WITH RING ABOVE" in description
-    )
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def remove_accent(character: str) -> str:
-    decomposed: str = unicodedata.decomposition(character)
-    if not decomposed:
-        return character
-
-    codes: List[str] = decomposed.split(" ")
-
-    return chr(int(codes[0], 16))
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def unicode_range(character: str) -> Optional[str]:
-    """
-    Retrieve the Unicode range official name from a single character.
-    """
-    character_ord: int = ord(character)
-
-    for range_name, ord_range in UNICODE_RANGES_COMBINED.items():
-        if character_ord in ord_range:
-            return range_name
-
-    return None
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_latin(character: str) -> bool:
-    try:
-        description: str = unicodedata.name(character)
-    except ValueError:
-        return False
-    return "LATIN" in description
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_punctuation(character: str) -> bool:
-    character_category: str = unicodedata.category(character)
-
-    if "P" in character_category:
-        return True
-
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Punctuation" in character_range
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_symbol(character: str) -> bool:
-    character_category: str = unicodedata.category(character)
-
-    if "S" in character_category or "N" in character_category:
-        return True
-
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Forms" in character_range and character_category != "Lo"
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_emoticon(character: str) -> bool:
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Emoticons" in character_range or "Pictographs" in character_range
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_separator(character: str) -> bool:
-    if character.isspace() or character in {"｜", "+", "<", ">"}:
-        return True
-
-    character_category: str = unicodedata.category(character)
-
-    return "Z" in character_category or character_category in {"Po", "Pd", "Pc"}
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_case_variable(character: str) -> bool:
-    return character.islower() != character.isupper()
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_cjk(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "CJK" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_hiragana(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "HIRAGANA" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_katakana(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "KATAKANA" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_hangul(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "HANGUL" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_thai(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "THAI" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_arabic(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "ARABIC" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_arabic_isolated_form(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "ARABIC" in character_name and "ISOLATED FORM" in character_name
-
-
-@lru_cache(maxsize=len(UNICODE_RANGES_COMBINED))
-def is_unicode_range_secondary(range_name: str) -> bool:
-    return any(keyword in range_name for keyword in UNICODE_SECONDARY_RANGE_KEYWORD)
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_unprintable(character: str) -> bool:
-    return (
-        character.isspace() is False  # includes \n \t \r \v
-        and character.isprintable() is False
-        and character != "\x1A"  # Why? Its the ASCII substitute character.
-        and character != "\ufeff"  # bug discovered in Python,
-        # Zero Width No-Break Space located in 	Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space.
-    )
-
-
-def any_specified_encoding(sequence: bytes, search_zone: int = 8192) -> Optional[str]:
-    """
-    Extract using ASCII-only decoder any specified encoding in the first n-bytes.
-    """
-    if not isinstance(sequence, bytes):
-        raise TypeError
-
-    seq_len: int = len(sequence)
-
-    results: List[str] = findall(
-        RE_POSSIBLE_ENCODING_INDICATION,
-        sequence[: min(seq_len, search_zone)].decode("ascii", errors="ignore"),
-    )
-
-    if len(results) == 0:
-        return None
-
-    for specified_encoding in results:
-        specified_encoding = specified_encoding.lower().replace("-", "_")
-
-        encoding_alias: str
-        encoding_iana: str
-
-        for encoding_alias, encoding_iana in aliases.items():
-            if encoding_alias == specified_encoding:
-                return encoding_iana
-            if encoding_iana == specified_encoding:
-                return encoding_iana
-
-    return None
-
-
-@lru_cache(maxsize=128)
-def is_multi_byte_encoding(name: str) -> bool:
-    """
-    Verify is a specific encoding is a multi byte one based on it IANA name
-    """
-    return name in {
-        "utf_8",
-        "utf_8_sig",
-        "utf_16",
-        "utf_16_be",
-        "utf_16_le",
-        "utf_32",
-        "utf_32_le",
-        "utf_32_be",
-        "utf_7",
-    } or issubclass(
-        importlib.import_module("encodings.{}".format(name)).IncrementalDecoder,
-        MultibyteIncrementalDecoder,
-    )
-
-
-def identify_sig_or_bom(sequence: bytes) -> Tuple[Optional[str], bytes]:
-    """
-    Identify and extract SIG/BOM in given sequence.
-    """
-
-    for iana_encoding in ENCODING_MARKS:
-        marks: Union[bytes, List[bytes]] = ENCODING_MARKS[iana_encoding]
-
-        if isinstance(marks, bytes):
-            marks = [marks]
-
-        for mark in marks:
-            if sequence.startswith(mark):
-                return iana_encoding, mark
-
-    return None, b""
-
-
-def should_strip_sig_or_bom(iana_encoding: str) -> bool:
-    return iana_encoding not in {"utf_16", "utf_32"}
-
-
-def iana_name(cp_name: str, strict: bool = True) -> str:
-    cp_name = cp_name.lower().replace("-", "_")
-
-    encoding_alias: str
-    encoding_iana: str
-
-    for encoding_alias, encoding_iana in aliases.items():
-        if cp_name in [encoding_alias, encoding_iana]:
-            return encoding_iana
-
-    if strict:
-        raise ValueError("Unable to retrieve IANA for '{}'".format(cp_name))
-
-    return cp_name
-
-
-def range_scan(decoded_sequence: str) -> List[str]:
-    ranges: Set[str] = set()
-
-    for character in decoded_sequence:
-        character_range: Optional[str] = unicode_range(character)
-
-        if character_range is None:
-            continue
-
-        ranges.add(character_range)
-
-    return list(ranges)
-
-
-def cp_similarity(iana_name_a: str, iana_name_b: str) -> float:
-    if is_multi_byte_encoding(iana_name_a) or is_multi_byte_encoding(iana_name_b):
-        return 0.0
-
-    decoder_a = importlib.import_module(
-        "encodings.{}".format(iana_name_a)
-    ).IncrementalDecoder
-    decoder_b = importlib.import_module(
-        "encodings.{}".format(iana_name_b)
-    ).IncrementalDecoder
-
-    id_a: IncrementalDecoder = decoder_a(errors="ignore")
-    id_b: IncrementalDecoder = decoder_b(errors="ignore")
-
-    character_match_count: int = 0
-
-    for i in range(255):
-        to_be_decoded: bytes = bytes([i])
-        if id_a.decode(to_be_decoded) == id_b.decode(to_be_decoded):
-            character_match_count += 1
-
-    return character_match_count / 254
-
-
-def is_cp_similar(iana_name_a: str, iana_name_b: str) -> bool:
-    """
-    Determine if two code page are at least 80% similar. IANA_SUPPORTED_SIMILAR dict was generated using
-    the function cp_similarity.
-    """
-    return (
-        iana_name_a in IANA_SUPPORTED_SIMILAR
-        and iana_name_b in IANA_SUPPORTED_SIMILAR[iana_name_a]
-    )
-
-
-def set_logging_handler(
-    name: str = "charset_normalizer",
-    level: int = logging.INFO,
-    format_string: str = "%(asctime)s | %(levelname)s | %(message)s",
-) -> None:
-    logger = logging.getLogger(name)
-    logger.setLevel(level)
-
-    handler = logging.StreamHandler()
-    handler.setFormatter(logging.Formatter(format_string))
-    logger.addHandler(handler)
-
-
-def cut_sequence_chunks(
-    sequences: bytes,
-    encoding_iana: str,
-    offsets: range,
-    chunk_size: int,
-    bom_or_sig_available: bool,
-    strip_sig_or_bom: bool,
-    sig_payload: bytes,
-    is_multi_byte_decoder: bool,
-    decoded_payload: Optional[str] = None,
-) -> Generator[str, None, None]:
-    if decoded_payload and is_multi_byte_decoder is False:
-        for i in offsets:
-            chunk = decoded_payload[i : i + chunk_size]
-            if not chunk:
-                break
-            yield chunk
-    else:
-        for i in offsets:
-            chunk_end = i + chunk_size
-            if chunk_end > len(sequences) + 8:
-                continue
-
-            cut_sequence = sequences[i : i + chunk_size]
-
-            if bom_or_sig_available and strip_sig_or_bom is False:
-                cut_sequence = sig_payload + cut_sequence
-
-            chunk = cut_sequence.decode(
-                encoding_iana,
-                errors="ignore" if is_multi_byte_decoder else "strict",
-            )
-
-            # multi-byte bad cutting detector and adjustment
-            # not the cleanest way to perform that fix but clever enough for now.
-            if is_multi_byte_decoder and i > 0:
-                chunk_partial_size_chk: int = min(chunk_size, 16)
-
-                if (
-                    decoded_payload
-                    and chunk[:chunk_partial_size_chk] not in decoded_payload
-                ):
-                    for j in range(i, i - 4, -1):
-                        cut_sequence = sequences[j:chunk_end]
-
-                        if bom_or_sig_available and strip_sig_or_bom is False:
-                            cut_sequence = sig_payload + cut_sequence
-
-                        chunk = cut_sequence.decode(encoding_iana, errors="ignore")
-
-                        if chunk[:chunk_partial_size_chk] in decoded_payload:
-                            break
-
-            yield chunk
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/version.py b/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/version.py
deleted file mode 100644
index 5a4da4ff4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/charset_normalizer/version.py
+++ /dev/null
@@ -1,6 +0,0 @@
-"""
-Expose version
-"""
-
-__version__ = "3.3.2"
-VERSION = __version__.split(".")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/__init__.py
deleted file mode 100644
index a2c19c06f..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/__init__.py
+++ /dev/null
@@ -1,24 +0,0 @@
-# -*- coding: utf-8 -*-
-import sys
-
-try:
-    from ._version import version as __version__
-except ImportError:
-    __version__ = 'unknown'
-
-__all__ = ['easter', 'parser', 'relativedelta', 'rrule', 'tz',
-           'utils', 'zoneinfo']
-
-def __getattr__(name):
-    import importlib
-
-    if name in __all__:
-        return importlib.import_module("." + name, __name__)
-    raise AttributeError(
-        "module {!r} has not attribute {!r}".format(__name__, name)
-    )
-
-
-def __dir__():
-    # __dir__ should include all the lazy-importable modules as well.
-    return [x for x in globals() if x not in sys.modules] + __all__
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_common.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_common.py
deleted file mode 100644
index 4eb2659bd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_common.py
+++ /dev/null
@@ -1,43 +0,0 @@
-"""
-Common code used in multiple modules.
-"""
-
-
-class weekday(object):
-    __slots__ = ["weekday", "n"]
-
-    def __init__(self, weekday, n=None):
-        self.weekday = weekday
-        self.n = n
-
-    def __call__(self, n):
-        if n == self.n:
-            return self
-        else:
-            return self.__class__(self.weekday, n)
-
-    def __eq__(self, other):
-        try:
-            if self.weekday != other.weekday or self.n != other.n:
-                return False
-        except AttributeError:
-            return False
-        return True
-
-    def __hash__(self):
-        return hash((
-          self.weekday,
-          self.n,
-        ))
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        s = ("MO", "TU", "WE", "TH", "FR", "SA", "SU")[self.weekday]
-        if not self.n:
-            return s
-        else:
-            return "%s(%+d)" % (s, self.n)
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_version.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_version.py
deleted file mode 100644
index ddda98098..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/_version.py
+++ /dev/null
@@ -1,4 +0,0 @@
-# file generated by setuptools_scm
-# don't change, don't track in version control
-__version__ = version = '2.9.0.post0'
-__version_tuple__ = version_tuple = (2, 9, 0)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/easter.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/easter.py
deleted file mode 100644
index f74d1f744..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/easter.py
+++ /dev/null
@@ -1,89 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a generic Easter computing method for any given year, using
-Western, Orthodox or Julian algorithms.
-"""
-
-import datetime
-
-__all__ = ["easter", "EASTER_JULIAN", "EASTER_ORTHODOX", "EASTER_WESTERN"]
-
-EASTER_JULIAN = 1
-EASTER_ORTHODOX = 2
-EASTER_WESTERN = 3
-
-
-def easter(year, method=EASTER_WESTERN):
-    """
-    This method was ported from the work done by GM Arts,
-    on top of the algorithm by Claus Tondering, which was
-    based in part on the algorithm of Ouding (1940), as
-    quoted in "Explanatory Supplement to the Astronomical
-    Almanac", P.  Kenneth Seidelmann, editor.
-
-    This algorithm implements three different Easter
-    calculation methods:
-
-    1. Original calculation in Julian calendar, valid in
-       dates after 326 AD
-    2. Original method, with date converted to Gregorian
-       calendar, valid in years 1583 to 4099
-    3. Revised method, in Gregorian calendar, valid in
-       years 1583 to 4099 as well
-
-    These methods are represented by the constants:
-
-    * ``EASTER_JULIAN   = 1``
-    * ``EASTER_ORTHODOX = 2``
-    * ``EASTER_WESTERN  = 3``
-
-    The default method is method 3.
-
-    More about the algorithm may be found at:
-
-    `GM Arts: Easter Algorithms <http://www.gmarts.org/index.php?go=415>`_
-
-    and
-
-    `The Calendar FAQ: Easter <https://www.tondering.dk/claus/cal/easter.php>`_
-
-    """
-
-    if not (1 <= method <= 3):
-        raise ValueError("invalid method")
-
-    # g - Golden year - 1
-    # c - Century
-    # h - (23 - Epact) mod 30
-    # i - Number of days from March 21 to Paschal Full Moon
-    # j - Weekday for PFM (0=Sunday, etc)
-    # p - Number of days from March 21 to Sunday on or before PFM
-    #     (-6 to 28 methods 1 & 3, to 56 for method 2)
-    # e - Extra days to add for method 2 (converting Julian
-    #     date to Gregorian date)
-
-    y = year
-    g = y % 19
-    e = 0
-    if method < 3:
-        # Old method
-        i = (19*g + 15) % 30
-        j = (y + y//4 + i) % 7
-        if method == 2:
-            # Extra dates to convert Julian to Gregorian date
-            e = 10
-            if y > 1600:
-                e = e + y//100 - 16 - (y//100 - 16)//4
-    else:
-        # New method
-        c = y//100
-        h = (c - c//4 - (8*c + 13)//25 + 19*g + 15) % 30
-        i = h - (h//28)*(1 - (h//28)*(29//(h + 1))*((21 - g)//11))
-        j = (y + y//4 + i + 2 - c + c//4) % 7
-
-    # p can be from -6 to 56 corresponding to dates 22 March to 23 May
-    # (later dates apply to method 2, although 23 May never actually occurs)
-    p = i - j + e
-    d = 1 + (p + 27 + (p + 6)//40) % 31
-    m = 3 + (p + 26)//30
-    return datetime.date(int(y), int(m), int(d))
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/__init__.py
deleted file mode 100644
index d174b0e4d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/__init__.py
+++ /dev/null
@@ -1,61 +0,0 @@
-# -*- coding: utf-8 -*-
-from ._parser import parse, parser, parserinfo, ParserError
-from ._parser import DEFAULTPARSER, DEFAULTTZPARSER
-from ._parser import UnknownTimezoneWarning
-
-from ._parser import __doc__
-
-from .isoparser import isoparser, isoparse
-
-__all__ = ['parse', 'parser', 'parserinfo',
-           'isoparse', 'isoparser',
-           'ParserError',
-           'UnknownTimezoneWarning']
-
-
-###
-# Deprecate portions of the private interface so that downstream code that
-# is improperly relying on it is given *some* notice.
-
-
-def __deprecated_private_func(f):
-    from functools import wraps
-    import warnings
-
-    msg = ('{name} is a private function and may break without warning, '
-           'it will be moved and or renamed in future versions.')
-    msg = msg.format(name=f.__name__)
-
-    @wraps(f)
-    def deprecated_func(*args, **kwargs):
-        warnings.warn(msg, DeprecationWarning)
-        return f(*args, **kwargs)
-
-    return deprecated_func
-
-def __deprecate_private_class(c):
-    import warnings
-
-    msg = ('{name} is a private class and may break without warning, '
-           'it will be moved and or renamed in future versions.')
-    msg = msg.format(name=c.__name__)
-
-    class private_class(c):
-        __doc__ = c.__doc__
-
-        def __init__(self, *args, **kwargs):
-            warnings.warn(msg, DeprecationWarning)
-            super(private_class, self).__init__(*args, **kwargs)
-
-    private_class.__name__ = c.__name__
-
-    return private_class
-
-
-from ._parser import _timelex, _resultbase
-from ._parser import _tzparser, _parsetz
-
-_timelex = __deprecate_private_class(_timelex)
-_tzparser = __deprecate_private_class(_tzparser)
-_resultbase = __deprecate_private_class(_resultbase)
-_parsetz = __deprecated_private_func(_parsetz)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/_parser.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/_parser.py
deleted file mode 100644
index 37d1663b2..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/_parser.py
+++ /dev/null
@@ -1,1613 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a generic date/time string parser which is able to parse
-most known formats to represent a date and/or time.
-
-This module attempts to be forgiving with regards to unlikely input formats,
-returning a datetime object even for dates which are ambiguous. If an element
-of a date/time stamp is omitted, the following rules are applied:
-
-- If AM or PM is left unspecified, a 24-hour clock is assumed, however, an hour
-  on a 12-hour clock (``0 <= hour <= 12``) *must* be specified if AM or PM is
-  specified.
-- If a time zone is omitted, a timezone-naive datetime is returned.
-
-If any other elements are missing, they are taken from the
-:class:`datetime.datetime` object passed to the parameter ``default``. If this
-results in a day number exceeding the valid number of days per month, the
-value falls back to the end of the month.
-
-Additional resources about date/time string formats can be found below:
-
-- `A summary of the international standard date and time notation
-  <https://www.cl.cam.ac.uk/~mgk25/iso-time.html>`_
-- `W3C Date and Time Formats <https://www.w3.org/TR/NOTE-datetime>`_
-- `Time Formats (Planetary Rings Node) <https://pds-rings.seti.org:443/tools/time_formats.html>`_
-- `CPAN ParseDate module
-  <https://metacpan.org/pod/release/MUIR/Time-modules-2013.0912/lib/Time/ParseDate.pm>`_
-- `Java SimpleDateFormat Class
-  <https://docs.oracle.com/javase/6/docs/api/java/text/SimpleDateFormat.html>`_
-"""
-from __future__ import unicode_literals
-
-import datetime
-import re
-import string
-import time
-import warnings
-
-from calendar import monthrange
-from io import StringIO
-
-import six
-from six import integer_types, text_type
-
-from decimal import Decimal
-
-from warnings import warn
-
-from .. import relativedelta
-from .. import tz
-
-__all__ = ["parse", "parserinfo", "ParserError"]
-
-
-# TODO: pandas.core.tools.datetimes imports this explicitly.  Might be worth
-# making public and/or figuring out if there is something we can
-# take off their plate.
-class _timelex(object):
-    # Fractional seconds are sometimes split by a comma
-    _split_decimal = re.compile("([.,])")
-
-    def __init__(self, instream):
-        if isinstance(instream, (bytes, bytearray)):
-            instream = instream.decode()
-
-        if isinstance(instream, text_type):
-            instream = StringIO(instream)
-        elif getattr(instream, 'read', None) is None:
-            raise TypeError('Parser must be a string or character stream, not '
-                            '{itype}'.format(itype=instream.__class__.__name__))
-
-        self.instream = instream
-        self.charstack = []
-        self.tokenstack = []
-        self.eof = False
-
-    def get_token(self):
-        """
-        This function breaks the time string into lexical units (tokens), which
-        can be parsed by the parser. Lexical units are demarcated by changes in
-        the character set, so any continuous string of letters is considered
-        one unit, any continuous string of numbers is considered one unit.
-
-        The main complication arises from the fact that dots ('.') can be used
-        both as separators (e.g. "Sep.20.2009") or decimal points (e.g.
-        "4:30:21.447"). As such, it is necessary to read the full context of
-        any dot-separated strings before breaking it into tokens; as such, this
-        function maintains a "token stack", for when the ambiguous context
-        demands that multiple tokens be parsed at once.
-        """
-        if self.tokenstack:
-            return self.tokenstack.pop(0)
-
-        seenletters = False
-        token = None
-        state = None
-
-        while not self.eof:
-            # We only realize that we've reached the end of a token when we
-            # find a character that's not part of the current token - since
-            # that character may be part of the next token, it's stored in the
-            # charstack.
-            if self.charstack:
-                nextchar = self.charstack.pop(0)
-            else:
-                nextchar = self.instream.read(1)
-                while nextchar == '\x00':
-                    nextchar = self.instream.read(1)
-
-            if not nextchar:
-                self.eof = True
-                break
-            elif not state:
-                # First character of the token - determines if we're starting
-                # to parse a word, a number or something else.
-                token = nextchar
-                if self.isword(nextchar):
-                    state = 'a'
-                elif self.isnum(nextchar):
-                    state = '0'
-                elif self.isspace(nextchar):
-                    token = ' '
-                    break  # emit token
-                else:
-                    break  # emit token
-            elif state == 'a':
-                # If we've already started reading a word, we keep reading
-                # letters until we find something that's not part of a word.
-                seenletters = True
-                if self.isword(nextchar):
-                    token += nextchar
-                elif nextchar == '.':
-                    token += nextchar
-                    state = 'a.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == '0':
-                # If we've already started reading a number, we keep reading
-                # numbers until we find something that doesn't fit.
-                if self.isnum(nextchar):
-                    token += nextchar
-                elif nextchar == '.' or (nextchar == ',' and len(token) >= 2):
-                    token += nextchar
-                    state = '0.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == 'a.':
-                # If we've seen some letters and a dot separator, continue
-                # parsing, and the tokens will be broken up later.
-                seenletters = True
-                if nextchar == '.' or self.isword(nextchar):
-                    token += nextchar
-                elif self.isnum(nextchar) and token[-1] == '.':
-                    token += nextchar
-                    state = '0.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == '0.':
-                # If we've seen at least one dot separator, keep going, we'll
-                # break up the tokens later.
-                if nextchar == '.' or self.isnum(nextchar):
-                    token += nextchar
-                elif self.isword(nextchar) and token[-1] == '.':
-                    token += nextchar
-                    state = 'a.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-
-        if (state in ('a.', '0.') and (seenletters or token.count('.') > 1 or
-                                       token[-1] in '.,')):
-            l = self._split_decimal.split(token)
-            token = l[0]
-            for tok in l[1:]:
-                if tok:
-                    self.tokenstack.append(tok)
-
-        if state == '0.' and token.count('.') == 0:
-            token = token.replace(',', '.')
-
-        return token
-
-    def __iter__(self):
-        return self
-
-    def __next__(self):
-        token = self.get_token()
-        if token is None:
-            raise StopIteration
-
-        return token
-
-    def next(self):
-        return self.__next__()  # Python 2.x support
-
-    @classmethod
-    def split(cls, s):
-        return list(cls(s))
-
-    @classmethod
-    def isword(cls, nextchar):
-        """ Whether or not the next character is part of a word """
-        return nextchar.isalpha()
-
-    @classmethod
-    def isnum(cls, nextchar):
-        """ Whether the next character is part of a number """
-        return nextchar.isdigit()
-
-    @classmethod
-    def isspace(cls, nextchar):
-        """ Whether the next character is whitespace """
-        return nextchar.isspace()
-
-
-class _resultbase(object):
-
-    def __init__(self):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-
-    def _repr(self, classname):
-        l = []
-        for attr in self.__slots__:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("%s=%s" % (attr, repr(value)))
-        return "%s(%s)" % (classname, ", ".join(l))
-
-    def __len__(self):
-        return (sum(getattr(self, attr) is not None
-                    for attr in self.__slots__))
-
-    def __repr__(self):
-        return self._repr(self.__class__.__name__)
-
-
-class parserinfo(object):
-    """
-    Class which handles what inputs are accepted. Subclass this to customize
-    the language and acceptable values for each parameter.
-
-    :param dayfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-        ``yearfirst`` is set to ``True``, this distinguishes between YDM
-        and YMD. Default is ``False``.
-
-    :param yearfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the year. If ``True``, the first number is taken
-        to be the year, otherwise the last number is taken to be the year.
-        Default is ``False``.
-    """
-
-    # m from a.m/p.m, t from ISO T separator
-    JUMP = [" ", ".", ",", ";", "-", "/", "'",
-            "at", "on", "and", "ad", "m", "t", "of",
-            "st", "nd", "rd", "th"]
-
-    WEEKDAYS = [("Mon", "Monday"),
-                ("Tue", "Tuesday"),     # TODO: "Tues"
-                ("Wed", "Wednesday"),
-                ("Thu", "Thursday"),    # TODO: "Thurs"
-                ("Fri", "Friday"),
-                ("Sat", "Saturday"),
-                ("Sun", "Sunday")]
-    MONTHS = [("Jan", "January"),
-              ("Feb", "February"),      # TODO: "Febr"
-              ("Mar", "March"),
-              ("Apr", "April"),
-              ("May", "May"),
-              ("Jun", "June"),
-              ("Jul", "July"),
-              ("Aug", "August"),
-              ("Sep", "Sept", "September"),
-              ("Oct", "October"),
-              ("Nov", "November"),
-              ("Dec", "December")]
-    HMS = [("h", "hour", "hours"),
-           ("m", "minute", "minutes"),
-           ("s", "second", "seconds")]
-    AMPM = [("am", "a"),
-            ("pm", "p")]
-    UTCZONE = ["UTC", "GMT", "Z", "z"]
-    PERTAIN = ["of"]
-    TZOFFSET = {}
-    # TODO: ERA = ["AD", "BC", "CE", "BCE", "Stardate",
-    #              "Anno Domini", "Year of Our Lord"]
-
-    def __init__(self, dayfirst=False, yearfirst=False):
-        self._jump = self._convert(self.JUMP)
-        self._weekdays = self._convert(self.WEEKDAYS)
-        self._months = self._convert(self.MONTHS)
-        self._hms = self._convert(self.HMS)
-        self._ampm = self._convert(self.AMPM)
-        self._utczone = self._convert(self.UTCZONE)
-        self._pertain = self._convert(self.PERTAIN)
-
-        self.dayfirst = dayfirst
-        self.yearfirst = yearfirst
-
-        self._year = time.localtime().tm_year
-        self._century = self._year // 100 * 100
-
-    def _convert(self, lst):
-        dct = {}
-        for i, v in enumerate(lst):
-            if isinstance(v, tuple):
-                for v in v:
-                    dct[v.lower()] = i
-            else:
-                dct[v.lower()] = i
-        return dct
-
-    def jump(self, name):
-        return name.lower() in self._jump
-
-    def weekday(self, name):
-        try:
-            return self._weekdays[name.lower()]
-        except KeyError:
-            pass
-        return None
-
-    def month(self, name):
-        try:
-            return self._months[name.lower()] + 1
-        except KeyError:
-            pass
-        return None
-
-    def hms(self, name):
-        try:
-            return self._hms[name.lower()]
-        except KeyError:
-            return None
-
-    def ampm(self, name):
-        try:
-            return self._ampm[name.lower()]
-        except KeyError:
-            return None
-
-    def pertain(self, name):
-        return name.lower() in self._pertain
-
-    def utczone(self, name):
-        return name.lower() in self._utczone
-
-    def tzoffset(self, name):
-        if name in self._utczone:
-            return 0
-
-        return self.TZOFFSET.get(name)
-
-    def convertyear(self, year, century_specified=False):
-        """
-        Converts two-digit years to year within [-50, 49]
-        range of self._year (current local time)
-        """
-
-        # Function contract is that the year is always positive
-        assert year >= 0
-
-        if year < 100 and not century_specified:
-            # assume current century to start
-            year += self._century
-
-            if year >= self._year + 50:  # if too far in future
-                year -= 100
-            elif year < self._year - 50:  # if too far in past
-                year += 100
-
-        return year
-
-    def validate(self, res):
-        # move to info
-        if res.year is not None:
-            res.year = self.convertyear(res.year, res.century_specified)
-
-        if ((res.tzoffset == 0 and not res.tzname) or
-             (res.tzname == 'Z' or res.tzname == 'z')):
-            res.tzname = "UTC"
-            res.tzoffset = 0
-        elif res.tzoffset != 0 and res.tzname and self.utczone(res.tzname):
-            res.tzoffset = 0
-        return True
-
-
-class _ymd(list):
-    def __init__(self, *args, **kwargs):
-        super(self.__class__, self).__init__(*args, **kwargs)
-        self.century_specified = False
-        self.dstridx = None
-        self.mstridx = None
-        self.ystridx = None
-
-    @property
-    def has_year(self):
-        return self.ystridx is not None
-
-    @property
-    def has_month(self):
-        return self.mstridx is not None
-
-    @property
-    def has_day(self):
-        return self.dstridx is not None
-
-    def could_be_day(self, value):
-        if self.has_day:
-            return False
-        elif not self.has_month:
-            return 1 <= value <= 31
-        elif not self.has_year:
-            # Be permissive, assume leap year
-            month = self[self.mstridx]
-            return 1 <= value <= monthrange(2000, month)[1]
-        else:
-            month = self[self.mstridx]
-            year = self[self.ystridx]
-            return 1 <= value <= monthrange(year, month)[1]
-
-    def append(self, val, label=None):
-        if hasattr(val, '__len__'):
-            if val.isdigit() and len(val) > 2:
-                self.century_specified = True
-                if label not in [None, 'Y']:  # pragma: no cover
-                    raise ValueError(label)
-                label = 'Y'
-        elif val > 100:
-            self.century_specified = True
-            if label not in [None, 'Y']:  # pragma: no cover
-                raise ValueError(label)
-            label = 'Y'
-
-        super(self.__class__, self).append(int(val))
-
-        if label == 'M':
-            if self.has_month:
-                raise ValueError('Month is already set')
-            self.mstridx = len(self) - 1
-        elif label == 'D':
-            if self.has_day:
-                raise ValueError('Day is already set')
-            self.dstridx = len(self) - 1
-        elif label == 'Y':
-            if self.has_year:
-                raise ValueError('Year is already set')
-            self.ystridx = len(self) - 1
-
-    def _resolve_from_stridxs(self, strids):
-        """
-        Try to resolve the identities of year/month/day elements using
-        ystridx, mstridx, and dstridx, if enough of these are specified.
-        """
-        if len(self) == 3 and len(strids) == 2:
-            # we can back out the remaining stridx value
-            missing = [x for x in range(3) if x not in strids.values()]
-            key = [x for x in ['y', 'm', 'd'] if x not in strids]
-            assert len(missing) == len(key) == 1
-            key = key[0]
-            val = missing[0]
-            strids[key] = val
-
-        assert len(self) == len(strids)  # otherwise this should not be called
-        out = {key: self[strids[key]] for key in strids}
-        return (out.get('y'), out.get('m'), out.get('d'))
-
-    def resolve_ymd(self, yearfirst, dayfirst):
-        len_ymd = len(self)
-        year, month, day = (None, None, None)
-
-        strids = (('y', self.ystridx),
-                  ('m', self.mstridx),
-                  ('d', self.dstridx))
-
-        strids = {key: val for key, val in strids if val is not None}
-        if (len(self) == len(strids) > 0 or
-                (len(self) == 3 and len(strids) == 2)):
-            return self._resolve_from_stridxs(strids)
-
-        mstridx = self.mstridx
-
-        if len_ymd > 3:
-            raise ValueError("More than three YMD values")
-        elif len_ymd == 1 or (mstridx is not None and len_ymd == 2):
-            # One member, or two members with a month string
-            if mstridx is not None:
-                month = self[mstridx]
-                # since mstridx is 0 or 1, self[mstridx-1] always
-                # looks up the other element
-                other = self[mstridx - 1]
-            else:
-                other = self[0]
-
-            if len_ymd > 1 or mstridx is None:
-                if other > 31:
-                    year = other
-                else:
-                    day = other
-
-        elif len_ymd == 2:
-            # Two members with numbers
-            if self[0] > 31:
-                # 99-01
-                year, month = self
-            elif self[1] > 31:
-                # 01-99
-                month, year = self
-            elif dayfirst and self[1] <= 12:
-                # 13-01
-                day, month = self
-            else:
-                # 01-13
-                month, day = self
-
-        elif len_ymd == 3:
-            # Three members
-            if mstridx == 0:
-                if self[1] > 31:
-                    # Apr-2003-25
-                    month, year, day = self
-                else:
-                    month, day, year = self
-            elif mstridx == 1:
-                if self[0] > 31 or (yearfirst and self[2] <= 31):
-                    # 99-Jan-01
-                    year, month, day = self
-                else:
-                    # 01-Jan-01
-                    # Give precedence to day-first, since
-                    # two-digit years is usually hand-written.
-                    day, month, year = self
-
-            elif mstridx == 2:
-                # WTF!?
-                if self[1] > 31:
-                    # 01-99-Jan
-                    day, year, month = self
-                else:
-                    # 99-01-Jan
-                    year, day, month = self
-
-            else:
-                if (self[0] > 31 or
-                    self.ystridx == 0 or
-                        (yearfirst and self[1] <= 12 and self[2] <= 31)):
-                    # 99-01-01
-                    if dayfirst and self[2] <= 12:
-                        year, day, month = self
-                    else:
-                        year, month, day = self
-                elif self[0] > 12 or (dayfirst and self[1] <= 12):
-                    # 13-01-01
-                    day, month, year = self
-                else:
-                    # 01-13-01
-                    month, day, year = self
-
-        return year, month, day
-
-
-class parser(object):
-    def __init__(self, info=None):
-        self.info = info or parserinfo()
-
-    def parse(self, timestr, default=None,
-              ignoretz=False, tzinfos=None, **kwargs):
-        """
-        Parse the date/time string into a :class:`datetime.datetime` object.
-
-        :param timestr:
-            Any date/time string using the supported formats.
-
-        :param default:
-            The default datetime object, if this is a datetime object and not
-            ``None``, elements specified in ``timestr`` replace elements in the
-            default object.
-
-        :param ignoretz:
-            If set ``True``, time zones in parsed strings are ignored and a
-            naive :class:`datetime.datetime` object is returned.
-
-        :param tzinfos:
-            Additional time zone names / aliases which may be present in the
-            string. This argument maps time zone names (and optionally offsets
-            from those time zones) to time zones. This parameter can be a
-            dictionary with timezone aliases mapping time zone names to time
-            zones or a function taking two parameters (``tzname`` and
-            ``tzoffset``) and returning a time zone.
-
-            The timezones to which the names are mapped can be an integer
-            offset from UTC in seconds or a :class:`tzinfo` object.
-
-            .. doctest::
-               :options: +NORMALIZE_WHITESPACE
-
-                >>> from dateutil.parser import parse
-                >>> from dateutil.tz import gettz
-                >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
-                >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
-                datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
-                >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
-                datetime.datetime(2012, 1, 19, 17, 21,
-                                  tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
-
-            This parameter is ignored if ``ignoretz`` is set.
-
-        :param \\*\\*kwargs:
-            Keyword arguments as passed to ``_parse()``.
-
-        :return:
-            Returns a :class:`datetime.datetime` object or, if the
-            ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
-            first element being a :class:`datetime.datetime` object, the second
-            a tuple containing the fuzzy tokens.
-
-        :raises ParserError:
-            Raised for invalid or unknown string format, if the provided
-            :class:`tzinfo` is not in a valid format, or if an invalid date
-            would be created.
-
-        :raises TypeError:
-            Raised for non-string or character stream input.
-
-        :raises OverflowError:
-            Raised if the parsed date exceeds the largest valid C integer on
-            your system.
-        """
-
-        if default is None:
-            default = datetime.datetime.now().replace(hour=0, minute=0,
-                                                      second=0, microsecond=0)
-
-        res, skipped_tokens = self._parse(timestr, **kwargs)
-
-        if res is None:
-            raise ParserError("Unknown string format: %s", timestr)
-
-        if len(res) == 0:
-            raise ParserError("String does not contain a date: %s", timestr)
-
-        try:
-            ret = self._build_naive(res, default)
-        except ValueError as e:
-            six.raise_from(ParserError(str(e) + ": %s", timestr), e)
-
-        if not ignoretz:
-            ret = self._build_tzaware(ret, res, tzinfos)
-
-        if kwargs.get('fuzzy_with_tokens', False):
-            return ret, skipped_tokens
-        else:
-            return ret
-
-    class _result(_resultbase):
-        __slots__ = ["year", "month", "day", "weekday",
-                     "hour", "minute", "second", "microsecond",
-                     "tzname", "tzoffset", "ampm","any_unused_tokens"]
-
-    def _parse(self, timestr, dayfirst=None, yearfirst=None, fuzzy=False,
-               fuzzy_with_tokens=False):
-        """
-        Private method which performs the heavy lifting of parsing, called from
-        ``parse()``, which passes on its ``kwargs`` to this function.
-
-        :param timestr:
-            The string to parse.
-
-        :param dayfirst:
-            Whether to interpret the first value in an ambiguous 3-integer date
-            (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-            ``yearfirst`` is set to ``True``, this distinguishes between YDM
-            and YMD. If set to ``None``, this value is retrieved from the
-            current :class:`parserinfo` object (which itself defaults to
-            ``False``).
-
-        :param yearfirst:
-            Whether to interpret the first value in an ambiguous 3-integer date
-            (e.g. 01/05/09) as the year. If ``True``, the first number is taken
-            to be the year, otherwise the last number is taken to be the year.
-            If this is set to ``None``, the value is retrieved from the current
-            :class:`parserinfo` object (which itself defaults to ``False``).
-
-        :param fuzzy:
-            Whether to allow fuzzy parsing, allowing for string like "Today is
-            January 1, 2047 at 8:21:00AM".
-
-        :param fuzzy_with_tokens:
-            If ``True``, ``fuzzy`` is automatically set to True, and the parser
-            will return a tuple where the first element is the parsed
-            :class:`datetime.datetime` datetimestamp and the second element is
-            a tuple containing the portions of the string which were ignored:
-
-            .. doctest::
-
-                >>> from dateutil.parser import parse
-                >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
-                (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
-
-        """
-        if fuzzy_with_tokens:
-            fuzzy = True
-
-        info = self.info
-
-        if dayfirst is None:
-            dayfirst = info.dayfirst
-
-        if yearfirst is None:
-            yearfirst = info.yearfirst
-
-        res = self._result()
-        l = _timelex.split(timestr)         # Splits the timestr into tokens
-
-        skipped_idxs = []
-
-        # year/month/day list
-        ymd = _ymd()
-
-        len_l = len(l)
-        i = 0
-        try:
-            while i < len_l:
-
-                # Check if it's a number
-                value_repr = l[i]
-                try:
-                    value = float(value_repr)
-                except ValueError:
-                    value = None
-
-                if value is not None:
-                    # Numeric token
-                    i = self._parse_numeric_token(l, i, info, ymd, res, fuzzy)
-
-                # Check weekday
-                elif info.weekday(l[i]) is not None:
-                    value = info.weekday(l[i])
-                    res.weekday = value
-
-                # Check month name
-                elif info.month(l[i]) is not None:
-                    value = info.month(l[i])
-                    ymd.append(value, 'M')
-
-                    if i + 1 < len_l:
-                        if l[i + 1] in ('-', '/'):
-                            # Jan-01[-99]
-                            sep = l[i + 1]
-                            ymd.append(l[i + 2])
-
-                            if i + 3 < len_l and l[i + 3] == sep:
-                                # Jan-01-99
-                                ymd.append(l[i + 4])
-                                i += 2
-
-                            i += 2
-
-                        elif (i + 4 < len_l and l[i + 1] == l[i + 3] == ' ' and
-                              info.pertain(l[i + 2])):
-                            # Jan of 01
-                            # In this case, 01 is clearly year
-                            if l[i + 4].isdigit():
-                                # Convert it here to become unambiguous
-                                value = int(l[i + 4])
-                                year = str(info.convertyear(value))
-                                ymd.append(year, 'Y')
-                            else:
-                                # Wrong guess
-                                pass
-                                # TODO: not hit in tests
-                            i += 4
-
-                # Check am/pm
-                elif info.ampm(l[i]) is not None:
-                    value = info.ampm(l[i])
-                    val_is_ampm = self._ampm_valid(res.hour, res.ampm, fuzzy)
-
-                    if val_is_ampm:
-                        res.hour = self._adjust_ampm(res.hour, value)
-                        res.ampm = value
-
-                    elif fuzzy:
-                        skipped_idxs.append(i)
-
-                # Check for a timezone name
-                elif self._could_be_tzname(res.hour, res.tzname, res.tzoffset, l[i]):
-                    res.tzname = l[i]
-                    res.tzoffset = info.tzoffset(res.tzname)
-
-                    # Check for something like GMT+3, or BRST+3. Notice
-                    # that it doesn't mean "I am 3 hours after GMT", but
-                    # "my time +3 is GMT". If found, we reverse the
-                    # logic so that timezone parsing code will get it
-                    # right.
-                    if i + 1 < len_l and l[i + 1] in ('+', '-'):
-                        l[i + 1] = ('+', '-')[l[i + 1] == '+']
-                        res.tzoffset = None
-                        if info.utczone(res.tzname):
-                            # With something like GMT+3, the timezone
-                            # is *not* GMT.
-                            res.tzname = None
-
-                # Check for a numbered timezone
-                elif res.hour is not None and l[i] in ('+', '-'):
-                    signal = (-1, 1)[l[i] == '+']
-                    len_li = len(l[i + 1])
-
-                    # TODO: check that l[i + 1] is integer?
-                    if len_li == 4:
-                        # -0300
-                        hour_offset = int(l[i + 1][:2])
-                        min_offset = int(l[i + 1][2:])
-                    elif i + 2 < len_l and l[i + 2] == ':':
-                        # -03:00
-                        hour_offset = int(l[i + 1])
-                        min_offset = int(l[i + 3])  # TODO: Check that l[i+3] is minute-like?
-                        i += 2
-                    elif len_li <= 2:
-                        # -[0]3
-                        hour_offset = int(l[i + 1][:2])
-                        min_offset = 0
-                    else:
-                        raise ValueError(timestr)
-
-                    res.tzoffset = signal * (hour_offset * 3600 + min_offset * 60)
-
-                    # Look for a timezone name between parenthesis
-                    if (i + 5 < len_l and
-                            info.jump(l[i + 2]) and l[i + 3] == '(' and
-                            l[i + 5] == ')' and
-                            3 <= len(l[i + 4]) and
-                            self._could_be_tzname(res.hour, res.tzname,
-                                                  None, l[i + 4])):
-                        # -0300 (BRST)
-                        res.tzname = l[i + 4]
-                        i += 4
-
-                    i += 1
-
-                # Check jumps
-                elif not (info.jump(l[i]) or fuzzy):
-                    raise ValueError(timestr)
-
-                else:
-                    skipped_idxs.append(i)
-                i += 1
-
-            # Process year/month/day
-            year, month, day = ymd.resolve_ymd(yearfirst, dayfirst)
-
-            res.century_specified = ymd.century_specified
-            res.year = year
-            res.month = month
-            res.day = day
-
-        except (IndexError, ValueError):
-            return None, None
-
-        if not info.validate(res):
-            return None, None
-
-        if fuzzy_with_tokens:
-            skipped_tokens = self._recombine_skipped(l, skipped_idxs)
-            return res, tuple(skipped_tokens)
-        else:
-            return res, None
-
-    def _parse_numeric_token(self, tokens, idx, info, ymd, res, fuzzy):
-        # Token is a number
-        value_repr = tokens[idx]
-        try:
-            value = self._to_decimal(value_repr)
-        except Exception as e:
-            six.raise_from(ValueError('Unknown numeric token'), e)
-
-        len_li = len(value_repr)
-
-        len_l = len(tokens)
-
-        if (len(ymd) == 3 and len_li in (2, 4) and
-            res.hour is None and
-            (idx + 1 >= len_l or
-             (tokens[idx + 1] != ':' and
-              info.hms(tokens[idx + 1]) is None))):
-            # 19990101T23[59]
-            s = tokens[idx]
-            res.hour = int(s[:2])
-
-            if len_li == 4:
-                res.minute = int(s[2:])
-
-        elif len_li == 6 or (len_li > 6 and tokens[idx].find('.') == 6):
-            # YYMMDD or HHMMSS[.ss]
-            s = tokens[idx]
-
-            if not ymd and '.' not in tokens[idx]:
-                ymd.append(s[:2])
-                ymd.append(s[2:4])
-                ymd.append(s[4:])
-            else:
-                # 19990101T235959[.59]
-
-                # TODO: Check if res attributes already set.
-                res.hour = int(s[:2])
-                res.minute = int(s[2:4])
-                res.second, res.microsecond = self._parsems(s[4:])
-
-        elif len_li in (8, 12, 14):
-            # YYYYMMDD
-            s = tokens[idx]
-            ymd.append(s[:4], 'Y')
-            ymd.append(s[4:6])
-            ymd.append(s[6:8])
-
-            if len_li > 8:
-                res.hour = int(s[8:10])
-                res.minute = int(s[10:12])
-
-                if len_li > 12:
-                    res.second = int(s[12:])
-
-        elif self._find_hms_idx(idx, tokens, info, allow_jump=True) is not None:
-            # HH[ ]h or MM[ ]m or SS[.ss][ ]s
-            hms_idx = self._find_hms_idx(idx, tokens, info, allow_jump=True)
-            (idx, hms) = self._parse_hms(idx, tokens, info, hms_idx)
-            if hms is not None:
-                # TODO: checking that hour/minute/second are not
-                # already set?
-                self._assign_hms(res, value_repr, hms)
-
-        elif idx + 2 < len_l and tokens[idx + 1] == ':':
-            # HH:MM[:SS[.ss]]
-            res.hour = int(value)
-            value = self._to_decimal(tokens[idx + 2])  # TODO: try/except for this?
-            (res.minute, res.second) = self._parse_min_sec(value)
-
-            if idx + 4 < len_l and tokens[idx + 3] == ':':
-                res.second, res.microsecond = self._parsems(tokens[idx + 4])
-
-                idx += 2
-
-            idx += 2
-
-        elif idx + 1 < len_l and tokens[idx + 1] in ('-', '/', '.'):
-            sep = tokens[idx + 1]
-            ymd.append(value_repr)
-
-            if idx + 2 < len_l and not info.jump(tokens[idx + 2]):
-                if tokens[idx + 2].isdigit():
-                    # 01-01[-01]
-                    ymd.append(tokens[idx + 2])
-                else:
-                    # 01-Jan[-01]
-                    value = info.month(tokens[idx + 2])
-
-                    if value is not None:
-                        ymd.append(value, 'M')
-                    else:
-                        raise ValueError()
-
-                if idx + 3 < len_l and tokens[idx + 3] == sep:
-                    # We have three members
-                    value = info.month(tokens[idx + 4])
-
-                    if value is not None:
-                        ymd.append(value, 'M')
-                    else:
-                        ymd.append(tokens[idx + 4])
-                    idx += 2
-
-                idx += 1
-            idx += 1
-
-        elif idx + 1 >= len_l or info.jump(tokens[idx + 1]):
-            if idx + 2 < len_l and info.ampm(tokens[idx + 2]) is not None:
-                # 12 am
-                hour = int(value)
-                res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 2]))
-                idx += 1
-            else:
-                # Year, month or day
-                ymd.append(value)
-            idx += 1
-
-        elif info.ampm(tokens[idx + 1]) is not None and (0 <= value < 24):
-            # 12am
-            hour = int(value)
-            res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 1]))
-            idx += 1
-
-        elif ymd.could_be_day(value):
-            ymd.append(value)
-
-        elif not fuzzy:
-            raise ValueError()
-
-        return idx
-
-    def _find_hms_idx(self, idx, tokens, info, allow_jump):
-        len_l = len(tokens)
-
-        if idx+1 < len_l and info.hms(tokens[idx+1]) is not None:
-            # There is an "h", "m", or "s" label following this token.  We take
-            # assign the upcoming label to the current token.
-            # e.g. the "12" in 12h"
-            hms_idx = idx + 1
-
-        elif (allow_jump and idx+2 < len_l and tokens[idx+1] == ' ' and
-              info.hms(tokens[idx+2]) is not None):
-            # There is a space and then an "h", "m", or "s" label.
-            # e.g. the "12" in "12 h"
-            hms_idx = idx + 2
-
-        elif idx > 0 and info.hms(tokens[idx-1]) is not None:
-            # There is a "h", "m", or "s" preceding this token.  Since neither
-            # of the previous cases was hit, there is no label following this
-            # token, so we use the previous label.
-            # e.g. the "04" in "12h04"
-            hms_idx = idx-1
-
-        elif (1 < idx == len_l-1 and tokens[idx-1] == ' ' and
-              info.hms(tokens[idx-2]) is not None):
-            # If we are looking at the final token, we allow for a
-            # backward-looking check to skip over a space.
-            # TODO: Are we sure this is the right condition here?
-            hms_idx = idx - 2
-
-        else:
-            hms_idx = None
-
-        return hms_idx
-
-    def _assign_hms(self, res, value_repr, hms):
-        # See GH issue #427, fixing float rounding
-        value = self._to_decimal(value_repr)
-
-        if hms == 0:
-            # Hour
-            res.hour = int(value)
-            if value % 1:
-                res.minute = int(60*(value % 1))
-
-        elif hms == 1:
-            (res.minute, res.second) = self._parse_min_sec(value)
-
-        elif hms == 2:
-            (res.second, res.microsecond) = self._parsems(value_repr)
-
-    def _could_be_tzname(self, hour, tzname, tzoffset, token):
-        return (hour is not None and
-                tzname is None and
-                tzoffset is None and
-                len(token) <= 5 and
-                (all(x in string.ascii_uppercase for x in token)
-                 or token in self.info.UTCZONE))
-
-    def _ampm_valid(self, hour, ampm, fuzzy):
-        """
-        For fuzzy parsing, 'a' or 'am' (both valid English words)
-        may erroneously trigger the AM/PM flag. Deal with that
-        here.
-        """
-        val_is_ampm = True
-
-        # If there's already an AM/PM flag, this one isn't one.
-        if fuzzy and ampm is not None:
-            val_is_ampm = False
-
-        # If AM/PM is found and hour is not, raise a ValueError
-        if hour is None:
-            if fuzzy:
-                val_is_ampm = False
-            else:
-                raise ValueError('No hour specified with AM or PM flag.')
-        elif not 0 <= hour <= 12:
-            # If AM/PM is found, it's a 12 hour clock, so raise
-            # an error for invalid range
-            if fuzzy:
-                val_is_ampm = False
-            else:
-                raise ValueError('Invalid hour specified for 12-hour clock.')
-
-        return val_is_ampm
-
-    def _adjust_ampm(self, hour, ampm):
-        if hour < 12 and ampm == 1:
-            hour += 12
-        elif hour == 12 and ampm == 0:
-            hour = 0
-        return hour
-
-    def _parse_min_sec(self, value):
-        # TODO: Every usage of this function sets res.second to the return
-        # value. Are there any cases where second will be returned as None and
-        # we *don't* want to set res.second = None?
-        minute = int(value)
-        second = None
-
-        sec_remainder = value % 1
-        if sec_remainder:
-            second = int(60 * sec_remainder)
-        return (minute, second)
-
-    def _parse_hms(self, idx, tokens, info, hms_idx):
-        # TODO: Is this going to admit a lot of false-positives for when we
-        # just happen to have digits and "h", "m" or "s" characters in non-date
-        # text?  I guess hex hashes won't have that problem, but there's plenty
-        # of random junk out there.
-        if hms_idx is None:
-            hms = None
-            new_idx = idx
-        elif hms_idx > idx:
-            hms = info.hms(tokens[hms_idx])
-            new_idx = hms_idx
-        else:
-            # Looking backwards, increment one.
-            hms = info.hms(tokens[hms_idx]) + 1
-            new_idx = idx
-
-        return (new_idx, hms)
-
-    # ------------------------------------------------------------------
-    # Handling for individual tokens.  These are kept as methods instead
-    #  of functions for the sake of customizability via subclassing.
-
-    def _parsems(self, value):
-        """Parse a I[.F] seconds value into (seconds, microseconds)."""
-        if "." not in value:
-            return int(value), 0
-        else:
-            i, f = value.split(".")
-            return int(i), int(f.ljust(6, "0")[:6])
-
-    def _to_decimal(self, val):
-        try:
-            decimal_value = Decimal(val)
-            # See GH 662, edge case, infinite value should not be converted
-            #  via `_to_decimal`
-            if not decimal_value.is_finite():
-                raise ValueError("Converted decimal value is infinite or NaN")
-        except Exception as e:
-            msg = "Could not convert %s to decimal" % val
-            six.raise_from(ValueError(msg), e)
-        else:
-            return decimal_value
-
-    # ------------------------------------------------------------------
-    # Post-Parsing construction of datetime output.  These are kept as
-    #  methods instead of functions for the sake of customizability via
-    #  subclassing.
-
-    def _build_tzinfo(self, tzinfos, tzname, tzoffset):
-        if callable(tzinfos):
-            tzdata = tzinfos(tzname, tzoffset)
-        else:
-            tzdata = tzinfos.get(tzname)
-        # handle case where tzinfo is paased an options that returns None
-        # eg tzinfos = {'BRST' : None}
-        if isinstance(tzdata, datetime.tzinfo) or tzdata is None:
-            tzinfo = tzdata
-        elif isinstance(tzdata, text_type):
-            tzinfo = tz.tzstr(tzdata)
-        elif isinstance(tzdata, integer_types):
-            tzinfo = tz.tzoffset(tzname, tzdata)
-        else:
-            raise TypeError("Offset must be tzinfo subclass, tz string, "
-                            "or int offset.")
-        return tzinfo
-
-    def _build_tzaware(self, naive, res, tzinfos):
-        if (callable(tzinfos) or (tzinfos and res.tzname in tzinfos)):
-            tzinfo = self._build_tzinfo(tzinfos, res.tzname, res.tzoffset)
-            aware = naive.replace(tzinfo=tzinfo)
-            aware = self._assign_tzname(aware, res.tzname)
-
-        elif res.tzname and res.tzname in time.tzname:
-            aware = naive.replace(tzinfo=tz.tzlocal())
-
-            # Handle ambiguous local datetime
-            aware = self._assign_tzname(aware, res.tzname)
-
-            # This is mostly relevant for winter GMT zones parsed in the UK
-            if (aware.tzname() != res.tzname and
-                    res.tzname in self.info.UTCZONE):
-                aware = aware.replace(tzinfo=tz.UTC)
-
-        elif res.tzoffset == 0:
-            aware = naive.replace(tzinfo=tz.UTC)
-
-        elif res.tzoffset:
-            aware = naive.replace(tzinfo=tz.tzoffset(res.tzname, res.tzoffset))
-
-        elif not res.tzname and not res.tzoffset:
-            # i.e. no timezone information was found.
-            aware = naive
-
-        elif res.tzname:
-            # tz-like string was parsed but we don't know what to do
-            # with it
-            warnings.warn("tzname {tzname} identified but not understood.  "
-                          "Pass `tzinfos` argument in order to correctly "
-                          "return a timezone-aware datetime.  In a future "
-                          "version, this will raise an "
-                          "exception.".format(tzname=res.tzname),
-                          category=UnknownTimezoneWarning)
-            aware = naive
-
-        return aware
-
-    def _build_naive(self, res, default):
-        repl = {}
-        for attr in ("year", "month", "day", "hour",
-                     "minute", "second", "microsecond"):
-            value = getattr(res, attr)
-            if value is not None:
-                repl[attr] = value
-
-        if 'day' not in repl:
-            # If the default day exceeds the last day of the month, fall back
-            # to the end of the month.
-            cyear = default.year if res.year is None else res.year
-            cmonth = default.month if res.month is None else res.month
-            cday = default.day if res.day is None else res.day
-
-            if cday > monthrange(cyear, cmonth)[1]:
-                repl['day'] = monthrange(cyear, cmonth)[1]
-
-        naive = default.replace(**repl)
-
-        if res.weekday is not None and not res.day:
-            naive = naive + relativedelta.relativedelta(weekday=res.weekday)
-
-        return naive
-
-    def _assign_tzname(self, dt, tzname):
-        if dt.tzname() != tzname:
-            new_dt = tz.enfold(dt, fold=1)
-            if new_dt.tzname() == tzname:
-                return new_dt
-
-        return dt
-
-    def _recombine_skipped(self, tokens, skipped_idxs):
-        """
-        >>> tokens = ["foo", " ", "bar", " ", "19June2000", "baz"]
-        >>> skipped_idxs = [0, 1, 2, 5]
-        >>> _recombine_skipped(tokens, skipped_idxs)
-        ["foo bar", "baz"]
-        """
-        skipped_tokens = []
-        for i, idx in enumerate(sorted(skipped_idxs)):
-            if i > 0 and idx - 1 == skipped_idxs[i - 1]:
-                skipped_tokens[-1] = skipped_tokens[-1] + tokens[idx]
-            else:
-                skipped_tokens.append(tokens[idx])
-
-        return skipped_tokens
-
-
-DEFAULTPARSER = parser()
-
-
-def parse(timestr, parserinfo=None, **kwargs):
-    """
-
-    Parse a string in one of the supported formats, using the
-    ``parserinfo`` parameters.
-
-    :param timestr:
-        A string containing a date/time stamp.
-
-    :param parserinfo:
-        A :class:`parserinfo` object containing parameters for the parser.
-        If ``None``, the default arguments to the :class:`parserinfo`
-        constructor are used.
-
-    The ``**kwargs`` parameter takes the following keyword arguments:
-
-    :param default:
-        The default datetime object, if this is a datetime object and not
-        ``None``, elements specified in ``timestr`` replace elements in the
-        default object.
-
-    :param ignoretz:
-        If set ``True``, time zones in parsed strings are ignored and a naive
-        :class:`datetime` object is returned.
-
-    :param tzinfos:
-        Additional time zone names / aliases which may be present in the
-        string. This argument maps time zone names (and optionally offsets
-        from those time zones) to time zones. This parameter can be a
-        dictionary with timezone aliases mapping time zone names to time
-        zones or a function taking two parameters (``tzname`` and
-        ``tzoffset``) and returning a time zone.
-
-        The timezones to which the names are mapped can be an integer
-        offset from UTC in seconds or a :class:`tzinfo` object.
-
-        .. doctest::
-           :options: +NORMALIZE_WHITESPACE
-
-            >>> from dateutil.parser import parse
-            >>> from dateutil.tz import gettz
-            >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
-            >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
-            datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
-            >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
-            datetime.datetime(2012, 1, 19, 17, 21,
-                              tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
-
-        This parameter is ignored if ``ignoretz`` is set.
-
-    :param dayfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-        ``yearfirst`` is set to ``True``, this distinguishes between YDM and
-        YMD. If set to ``None``, this value is retrieved from the current
-        :class:`parserinfo` object (which itself defaults to ``False``).
-
-    :param yearfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the year. If ``True``, the first number is taken to
-        be the year, otherwise the last number is taken to be the year. If
-        this is set to ``None``, the value is retrieved from the current
-        :class:`parserinfo` object (which itself defaults to ``False``).
-
-    :param fuzzy:
-        Whether to allow fuzzy parsing, allowing for string like "Today is
-        January 1, 2047 at 8:21:00AM".
-
-    :param fuzzy_with_tokens:
-        If ``True``, ``fuzzy`` is automatically set to True, and the parser
-        will return a tuple where the first element is the parsed
-        :class:`datetime.datetime` datetimestamp and the second element is
-        a tuple containing the portions of the string which were ignored:
-
-        .. doctest::
-
-            >>> from dateutil.parser import parse
-            >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
-            (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
-
-    :return:
-        Returns a :class:`datetime.datetime` object or, if the
-        ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
-        first element being a :class:`datetime.datetime` object, the second
-        a tuple containing the fuzzy tokens.
-
-    :raises ParserError:
-        Raised for invalid or unknown string formats, if the provided
-        :class:`tzinfo` is not in a valid format, or if an invalid date would
-        be created.
-
-    :raises OverflowError:
-        Raised if the parsed date exceeds the largest valid C integer on
-        your system.
-    """
-    if parserinfo:
-        return parser(parserinfo).parse(timestr, **kwargs)
-    else:
-        return DEFAULTPARSER.parse(timestr, **kwargs)
-
-
-class _tzparser(object):
-
-    class _result(_resultbase):
-
-        __slots__ = ["stdabbr", "stdoffset", "dstabbr", "dstoffset",
-                     "start", "end"]
-
-        class _attr(_resultbase):
-            __slots__ = ["month", "week", "weekday",
-                         "yday", "jyday", "day", "time"]
-
-        def __repr__(self):
-            return self._repr("")
-
-        def __init__(self):
-            _resultbase.__init__(self)
-            self.start = self._attr()
-            self.end = self._attr()
-
-    def parse(self, tzstr):
-        res = self._result()
-        l = [x for x in re.split(r'([,:.]|[a-zA-Z]+|[0-9]+)',tzstr) if x]
-        used_idxs = list()
-        try:
-
-            len_l = len(l)
-
-            i = 0
-            while i < len_l:
-                # BRST+3[BRDT[+2]]
-                j = i
-                while j < len_l and not [x for x in l[j]
-                                         if x in "0123456789:,-+"]:
-                    j += 1
-                if j != i:
-                    if not res.stdabbr:
-                        offattr = "stdoffset"
-                        res.stdabbr = "".join(l[i:j])
-                    else:
-                        offattr = "dstoffset"
-                        res.dstabbr = "".join(l[i:j])
-
-                    for ii in range(j):
-                        used_idxs.append(ii)
-                    i = j
-                    if (i < len_l and (l[i] in ('+', '-') or l[i][0] in
-                                       "0123456789")):
-                        if l[i] in ('+', '-'):
-                            # Yes, that's right.  See the TZ variable
-                            # documentation.
-                            signal = (1, -1)[l[i] == '+']
-                            used_idxs.append(i)
-                            i += 1
-                        else:
-                            signal = -1
-                        len_li = len(l[i])
-                        if len_li == 4:
-                            # -0300
-                            setattr(res, offattr, (int(l[i][:2]) * 3600 +
-                                                   int(l[i][2:]) * 60) * signal)
-                        elif i + 1 < len_l and l[i + 1] == ':':
-                            # -03:00
-                            setattr(res, offattr,
-                                    (int(l[i]) * 3600 +
-                                     int(l[i + 2]) * 60) * signal)
-                            used_idxs.append(i)
-                            i += 2
-                        elif len_li <= 2:
-                            # -[0]3
-                            setattr(res, offattr,
-                                    int(l[i][:2]) * 3600 * signal)
-                        else:
-                            return None
-                        used_idxs.append(i)
-                        i += 1
-                    if res.dstabbr:
-                        break
-                else:
-                    break
-
-
-            if i < len_l:
-                for j in range(i, len_l):
-                    if l[j] == ';':
-                        l[j] = ','
-
-                assert l[i] == ','
-
-                i += 1
-
-            if i >= len_l:
-                pass
-            elif (8 <= l.count(',') <= 9 and
-                  not [y for x in l[i:] if x != ','
-                       for y in x if y not in "0123456789+-"]):
-                # GMT0BST,3,0,30,3600,10,0,26,7200[,3600]
-                for x in (res.start, res.end):
-                    x.month = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    if l[i] == '-':
-                        value = int(l[i + 1]) * -1
-                        used_idxs.append(i)
-                        i += 1
-                    else:
-                        value = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    if value:
-                        x.week = value
-                        x.weekday = (int(l[i]) - 1) % 7
-                    else:
-                        x.day = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    x.time = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                if i < len_l:
-                    if l[i] in ('-', '+'):
-                        signal = (-1, 1)[l[i] == "+"]
-                        used_idxs.append(i)
-                        i += 1
-                    else:
-                        signal = 1
-                    used_idxs.append(i)
-                    res.dstoffset = (res.stdoffset + int(l[i]) * signal)
-
-                # This was a made-up format that is not in normal use
-                warn(('Parsed time zone "%s"' % tzstr) +
-                     'is in a non-standard dateutil-specific format, which ' +
-                     'is now deprecated; support for parsing this format ' +
-                     'will be removed in future versions. It is recommended ' +
-                     'that you switch to a standard format like the GNU ' +
-                     'TZ variable format.', tz.DeprecatedTzFormatWarning)
-            elif (l.count(',') == 2 and l[i:].count('/') <= 2 and
-                  not [y for x in l[i:] if x not in (',', '/', 'J', 'M',
-                                                     '.', '-', ':')
-                       for y in x if y not in "0123456789"]):
-                for x in (res.start, res.end):
-                    if l[i] == 'J':
-                        # non-leap year day (1 based)
-                        used_idxs.append(i)
-                        i += 1
-                        x.jyday = int(l[i])
-                    elif l[i] == 'M':
-                        # month[-.]week[-.]weekday
-                        used_idxs.append(i)
-                        i += 1
-                        x.month = int(l[i])
-                        used_idxs.append(i)
-                        i += 1
-                        assert l[i] in ('-', '.')
-                        used_idxs.append(i)
-                        i += 1
-                        x.week = int(l[i])
-                        if x.week == 5:
-                            x.week = -1
-                        used_idxs.append(i)
-                        i += 1
-                        assert l[i] in ('-', '.')
-                        used_idxs.append(i)
-                        i += 1
-                        x.weekday = (int(l[i]) - 1) % 7
-                    else:
-                        # year day (zero based)
-                        x.yday = int(l[i]) + 1
-
-                    used_idxs.append(i)
-                    i += 1
-
-                    if i < len_l and l[i] == '/':
-                        used_idxs.append(i)
-                        i += 1
-                        # start time
-                        len_li = len(l[i])
-                        if len_li == 4:
-                            # -0300
-                            x.time = (int(l[i][:2]) * 3600 +
-                                      int(l[i][2:]) * 60)
-                        elif i + 1 < len_l and l[i + 1] == ':':
-                            # -03:00
-                            x.time = int(l[i]) * 3600 + int(l[i + 2]) * 60
-                            used_idxs.append(i)
-                            i += 2
-                            if i + 1 < len_l and l[i + 1] == ':':
-                                used_idxs.append(i)
-                                i += 2
-                                x.time += int(l[i])
-                        elif len_li <= 2:
-                            # -[0]3
-                            x.time = (int(l[i][:2]) * 3600)
-                        else:
-                            return None
-                        used_idxs.append(i)
-                        i += 1
-
-                    assert i == len_l or l[i] == ','
-
-                    i += 1
-
-                assert i >= len_l
-
-        except (IndexError, ValueError, AssertionError):
-            return None
-
-        unused_idxs = set(range(len_l)).difference(used_idxs)
-        res.any_unused_tokens = not {l[n] for n in unused_idxs}.issubset({",",":"})
-        return res
-
-
-DEFAULTTZPARSER = _tzparser()
-
-
-def _parsetz(tzstr):
-    return DEFAULTTZPARSER.parse(tzstr)
-
-
-class ParserError(ValueError):
-    """Exception subclass used for any failure to parse a datetime string.
-
-    This is a subclass of :py:exc:`ValueError`, and should be raised any time
-    earlier versions of ``dateutil`` would have raised ``ValueError``.
-
-    .. versionadded:: 2.8.1
-    """
-    def __str__(self):
-        try:
-            return self.args[0] % self.args[1:]
-        except (TypeError, IndexError):
-            return super(ParserError, self).__str__()
-
-    def __repr__(self):
-        args = ", ".join("'%s'" % arg for arg in self.args)
-        return "%s(%s)" % (self.__class__.__name__, args)
-
-
-class UnknownTimezoneWarning(RuntimeWarning):
-    """Raised when the parser finds a timezone it cannot parse into a tzinfo.
-
-    .. versionadded:: 2.7.0
-    """
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/isoparser.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/isoparser.py
deleted file mode 100644
index 7060087df..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/parser/isoparser.py
+++ /dev/null
@@ -1,416 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a parser for ISO-8601 strings
-
-It is intended to support all valid date, time and datetime formats per the
-ISO-8601 specification.
-
-..versionadded:: 2.7.0
-"""
-from datetime import datetime, timedelta, time, date
-import calendar
-from dateutil import tz
-
-from functools import wraps
-
-import re
-import six
-
-__all__ = ["isoparse", "isoparser"]
-
-
-def _takes_ascii(f):
-    @wraps(f)
-    def func(self, str_in, *args, **kwargs):
-        # If it's a stream, read the whole thing
-        str_in = getattr(str_in, 'read', lambda: str_in)()
-
-        # If it's unicode, turn it into bytes, since ISO-8601 only covers ASCII
-        if isinstance(str_in, six.text_type):
-            # ASCII is the same in UTF-8
-            try:
-                str_in = str_in.encode('ascii')
-            except UnicodeEncodeError as e:
-                msg = 'ISO-8601 strings should contain only ASCII characters'
-                six.raise_from(ValueError(msg), e)
-
-        return f(self, str_in, *args, **kwargs)
-
-    return func
-
-
-class isoparser(object):
-    def __init__(self, sep=None):
-        """
-        :param sep:
-            A single character that separates date and time portions. If
-            ``None``, the parser will accept any single character.
-            For strict ISO-8601 adherence, pass ``'T'``.
-        """
-        if sep is not None:
-            if (len(sep) != 1 or ord(sep) >= 128 or sep in '0123456789'):
-                raise ValueError('Separator must be a single, non-numeric ' +
-                                 'ASCII character')
-
-            sep = sep.encode('ascii')
-
-        self._sep = sep
-
-    @_takes_ascii
-    def isoparse(self, dt_str):
-        """
-        Parse an ISO-8601 datetime string into a :class:`datetime.datetime`.
-
-        An ISO-8601 datetime string consists of a date portion, followed
-        optionally by a time portion - the date and time portions are separated
-        by a single character separator, which is ``T`` in the official
-        standard. Incomplete date formats (such as ``YYYY-MM``) may *not* be
-        combined with a time portion.
-
-        Supported date formats are:
-
-        Common:
-
-        - ``YYYY``
-        - ``YYYY-MM``
-        - ``YYYY-MM-DD`` or ``YYYYMMDD``
-
-        Uncommon:
-
-        - ``YYYY-Www`` or ``YYYYWww`` - ISO week (day defaults to 0)
-        - ``YYYY-Www-D`` or ``YYYYWwwD`` - ISO week and day
-
-        The ISO week and day numbering follows the same logic as
-        :func:`datetime.date.isocalendar`.
-
-        Supported time formats are:
-
-        - ``hh``
-        - ``hh:mm`` or ``hhmm``
-        - ``hh:mm:ss`` or ``hhmmss``
-        - ``hh:mm:ss.ssssss`` (Up to 6 sub-second digits)
-
-        Midnight is a special case for `hh`, as the standard supports both
-        00:00 and 24:00 as a representation. The decimal separator can be
-        either a dot or a comma.
-
-
-        .. caution::
-
-            Support for fractional components other than seconds is part of the
-            ISO-8601 standard, but is not currently implemented in this parser.
-
-        Supported time zone offset formats are:
-
-        - `Z` (UTC)
-        - `±HH:MM`
-        - `±HHMM`
-        - `±HH`
-
-        Offsets will be represented as :class:`dateutil.tz.tzoffset` objects,
-        with the exception of UTC, which will be represented as
-        :class:`dateutil.tz.tzutc`. Time zone offsets equivalent to UTC (such
-        as `+00:00`) will also be represented as :class:`dateutil.tz.tzutc`.
-
-        :param dt_str:
-            A string or stream containing only an ISO-8601 datetime string
-
-        :return:
-            Returns a :class:`datetime.datetime` representing the string.
-            Unspecified components default to their lowest value.
-
-        .. warning::
-
-            As of version 2.7.0, the strictness of the parser should not be
-            considered a stable part of the contract. Any valid ISO-8601 string
-            that parses correctly with the default settings will continue to
-            parse correctly in future versions, but invalid strings that
-            currently fail (e.g. ``2017-01-01T00:00+00:00:00``) are not
-            guaranteed to continue failing in future versions if they encode
-            a valid date.
-
-        .. versionadded:: 2.7.0
-        """
-        components, pos = self._parse_isodate(dt_str)
-
-        if len(dt_str) > pos:
-            if self._sep is None or dt_str[pos:pos + 1] == self._sep:
-                components += self._parse_isotime(dt_str[pos + 1:])
-            else:
-                raise ValueError('String contains unknown ISO components')
-
-        if len(components) > 3 and components[3] == 24:
-            components[3] = 0
-            return datetime(*components) + timedelta(days=1)
-
-        return datetime(*components)
-
-    @_takes_ascii
-    def parse_isodate(self, datestr):
-        """
-        Parse the date portion of an ISO string.
-
-        :param datestr:
-            The string portion of an ISO string, without a separator
-
-        :return:
-            Returns a :class:`datetime.date` object
-        """
-        components, pos = self._parse_isodate(datestr)
-        if pos < len(datestr):
-            raise ValueError('String contains unknown ISO ' +
-                             'components: {!r}'.format(datestr.decode('ascii')))
-        return date(*components)
-
-    @_takes_ascii
-    def parse_isotime(self, timestr):
-        """
-        Parse the time portion of an ISO string.
-
-        :param timestr:
-            The time portion of an ISO string, without a separator
-
-        :return:
-            Returns a :class:`datetime.time` object
-        """
-        components = self._parse_isotime(timestr)
-        if components[0] == 24:
-            components[0] = 0
-        return time(*components)
-
-    @_takes_ascii
-    def parse_tzstr(self, tzstr, zero_as_utc=True):
-        """
-        Parse a valid ISO time zone string.
-
-        See :func:`isoparser.isoparse` for details on supported formats.
-
-        :param tzstr:
-            A string representing an ISO time zone offset
-
-        :param zero_as_utc:
-            Whether to return :class:`dateutil.tz.tzutc` for zero-offset zones
-
-        :return:
-            Returns :class:`dateutil.tz.tzoffset` for offsets and
-            :class:`dateutil.tz.tzutc` for ``Z`` and (if ``zero_as_utc`` is
-            specified) offsets equivalent to UTC.
-        """
-        return self._parse_tzstr(tzstr, zero_as_utc=zero_as_utc)
-
-    # Constants
-    _DATE_SEP = b'-'
-    _TIME_SEP = b':'
-    _FRACTION_REGEX = re.compile(b'[\\.,]([0-9]+)')
-
-    def _parse_isodate(self, dt_str):
-        try:
-            return self._parse_isodate_common(dt_str)
-        except ValueError:
-            return self._parse_isodate_uncommon(dt_str)
-
-    def _parse_isodate_common(self, dt_str):
-        len_str = len(dt_str)
-        components = [1, 1, 1]
-
-        if len_str < 4:
-            raise ValueError('ISO string too short')
-
-        # Year
-        components[0] = int(dt_str[0:4])
-        pos = 4
-        if pos >= len_str:
-            return components, pos
-
-        has_sep = dt_str[pos:pos + 1] == self._DATE_SEP
-        if has_sep:
-            pos += 1
-
-        # Month
-        if len_str - pos < 2:
-            raise ValueError('Invalid common month')
-
-        components[1] = int(dt_str[pos:pos + 2])
-        pos += 2
-
-        if pos >= len_str:
-            if has_sep:
-                return components, pos
-            else:
-                raise ValueError('Invalid ISO format')
-
-        if has_sep:
-            if dt_str[pos:pos + 1] != self._DATE_SEP:
-                raise ValueError('Invalid separator in ISO string')
-            pos += 1
-
-        # Day
-        if len_str - pos < 2:
-            raise ValueError('Invalid common day')
-        components[2] = int(dt_str[pos:pos + 2])
-        return components, pos + 2
-
-    def _parse_isodate_uncommon(self, dt_str):
-        if len(dt_str) < 4:
-            raise ValueError('ISO string too short')
-
-        # All ISO formats start with the year
-        year = int(dt_str[0:4])
-
-        has_sep = dt_str[4:5] == self._DATE_SEP
-
-        pos = 4 + has_sep       # Skip '-' if it's there
-        if dt_str[pos:pos + 1] == b'W':
-            # YYYY-?Www-?D?
-            pos += 1
-            weekno = int(dt_str[pos:pos + 2])
-            pos += 2
-
-            dayno = 1
-            if len(dt_str) > pos:
-                if (dt_str[pos:pos + 1] == self._DATE_SEP) != has_sep:
-                    raise ValueError('Inconsistent use of dash separator')
-
-                pos += has_sep
-
-                dayno = int(dt_str[pos:pos + 1])
-                pos += 1
-
-            base_date = self._calculate_weekdate(year, weekno, dayno)
-        else:
-            # YYYYDDD or YYYY-DDD
-            if len(dt_str) - pos < 3:
-                raise ValueError('Invalid ordinal day')
-
-            ordinal_day = int(dt_str[pos:pos + 3])
-            pos += 3
-
-            if ordinal_day < 1 or ordinal_day > (365 + calendar.isleap(year)):
-                raise ValueError('Invalid ordinal day' +
-                                 ' {} for year {}'.format(ordinal_day, year))
-
-            base_date = date(year, 1, 1) + timedelta(days=ordinal_day - 1)
-
-        components = [base_date.year, base_date.month, base_date.day]
-        return components, pos
-
-    def _calculate_weekdate(self, year, week, day):
-        """
-        Calculate the day of corresponding to the ISO year-week-day calendar.
-
-        This function is effectively the inverse of
-        :func:`datetime.date.isocalendar`.
-
-        :param year:
-            The year in the ISO calendar
-
-        :param week:
-            The week in the ISO calendar - range is [1, 53]
-
-        :param day:
-            The day in the ISO calendar - range is [1 (MON), 7 (SUN)]
-
-        :return:
-            Returns a :class:`datetime.date`
-        """
-        if not 0 < week < 54:
-            raise ValueError('Invalid week: {}'.format(week))
-
-        if not 0 < day < 8:     # Range is 1-7
-            raise ValueError('Invalid weekday: {}'.format(day))
-
-        # Get week 1 for the specific year:
-        jan_4 = date(year, 1, 4)   # Week 1 always has January 4th in it
-        week_1 = jan_4 - timedelta(days=jan_4.isocalendar()[2] - 1)
-
-        # Now add the specific number of weeks and days to get what we want
-        week_offset = (week - 1) * 7 + (day - 1)
-        return week_1 + timedelta(days=week_offset)
-
-    def _parse_isotime(self, timestr):
-        len_str = len(timestr)
-        components = [0, 0, 0, 0, None]
-        pos = 0
-        comp = -1
-
-        if len_str < 2:
-            raise ValueError('ISO time too short')
-
-        has_sep = False
-
-        while pos < len_str and comp < 5:
-            comp += 1
-
-            if timestr[pos:pos + 1] in b'-+Zz':
-                # Detect time zone boundary
-                components[-1] = self._parse_tzstr(timestr[pos:])
-                pos = len_str
-                break
-
-            if comp == 1 and timestr[pos:pos+1] == self._TIME_SEP:
-                has_sep = True
-                pos += 1
-            elif comp == 2 and has_sep:
-                if timestr[pos:pos+1] != self._TIME_SEP:
-                    raise ValueError('Inconsistent use of colon separator')
-                pos += 1
-
-            if comp < 3:
-                # Hour, minute, second
-                components[comp] = int(timestr[pos:pos + 2])
-                pos += 2
-
-            if comp == 3:
-                # Fraction of a second
-                frac = self._FRACTION_REGEX.match(timestr[pos:])
-                if not frac:
-                    continue
-
-                us_str = frac.group(1)[:6]  # Truncate to microseconds
-                components[comp] = int(us_str) * 10**(6 - len(us_str))
-                pos += len(frac.group())
-
-        if pos < len_str:
-            raise ValueError('Unused components in ISO string')
-
-        if components[0] == 24:
-            # Standard supports 00:00 and 24:00 as representations of midnight
-            if any(component != 0 for component in components[1:4]):
-                raise ValueError('Hour may only be 24 at 24:00:00.000')
-
-        return components
-
-    def _parse_tzstr(self, tzstr, zero_as_utc=True):
-        if tzstr == b'Z' or tzstr == b'z':
-            return tz.UTC
-
-        if len(tzstr) not in {3, 5, 6}:
-            raise ValueError('Time zone offset must be 1, 3, 5 or 6 characters')
-
-        if tzstr[0:1] == b'-':
-            mult = -1
-        elif tzstr[0:1] == b'+':
-            mult = 1
-        else:
-            raise ValueError('Time zone offset requires sign')
-
-        hours = int(tzstr[1:3])
-        if len(tzstr) == 3:
-            minutes = 0
-        else:
-            minutes = int(tzstr[(4 if tzstr[3:4] == self._TIME_SEP else 3):])
-
-        if zero_as_utc and hours == 0 and minutes == 0:
-            return tz.UTC
-        else:
-            if minutes > 59:
-                raise ValueError('Invalid minutes in time zone offset')
-
-            if hours > 23:
-                raise ValueError('Invalid hours in time zone offset')
-
-            return tz.tzoffset(None, mult * (hours * 60 + minutes) * 60)
-
-
-DEFAULT_ISOPARSER = isoparser()
-isoparse = DEFAULT_ISOPARSER.isoparse
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/relativedelta.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/relativedelta.py
deleted file mode 100644
index cd323a549..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/relativedelta.py
+++ /dev/null
@@ -1,599 +0,0 @@
-# -*- coding: utf-8 -*-
-import datetime
-import calendar
-
-import operator
-from math import copysign
-
-from six import integer_types
-from warnings import warn
-
-from ._common import weekday
-
-MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
-
-__all__ = ["relativedelta", "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
-
-
-class relativedelta(object):
-    """
-    The relativedelta type is designed to be applied to an existing datetime and
-    can replace specific components of that datetime, or represents an interval
-    of time.
-
-    It is based on the specification of the excellent work done by M.-A. Lemburg
-    in his
-    `mx.DateTime <https://www.egenix.com/products/python/mxBase/mxDateTime/>`_ extension.
-    However, notice that this type does *NOT* implement the same algorithm as
-    his work. Do *NOT* expect it to behave like mx.DateTime's counterpart.
-
-    There are two different ways to build a relativedelta instance. The
-    first one is passing it two date/datetime classes::
-
-        relativedelta(datetime1, datetime2)
-
-    The second one is passing it any number of the following keyword arguments::
-
-        relativedelta(arg1=x,arg2=y,arg3=z...)
-
-        year, month, day, hour, minute, second, microsecond:
-            Absolute information (argument is singular); adding or subtracting a
-            relativedelta with absolute information does not perform an arithmetic
-            operation, but rather REPLACES the corresponding value in the
-            original datetime with the value(s) in relativedelta.
-
-        years, months, weeks, days, hours, minutes, seconds, microseconds:
-            Relative information, may be negative (argument is plural); adding
-            or subtracting a relativedelta with relative information performs
-            the corresponding arithmetic operation on the original datetime value
-            with the information in the relativedelta.
-
-        weekday:
-            One of the weekday instances (MO, TU, etc) available in the
-            relativedelta module. These instances may receive a parameter N,
-            specifying the Nth weekday, which could be positive or negative
-            (like MO(+1) or MO(-2)). Not specifying it is the same as specifying
-            +1. You can also use an integer, where 0=MO. This argument is always
-            relative e.g. if the calculated date is already Monday, using MO(1)
-            or MO(-1) won't change the day. To effectively make it absolute, use
-            it in combination with the day argument (e.g. day=1, MO(1) for first
-            Monday of the month).
-
-        leapdays:
-            Will add given days to the date found, if year is a leap
-            year, and the date found is post 28 of february.
-
-        yearday, nlyearday:
-            Set the yearday or the non-leap year day (jump leap days).
-            These are converted to day/month/leapdays information.
-
-    There are relative and absolute forms of the keyword
-    arguments. The plural is relative, and the singular is
-    absolute. For each argument in the order below, the absolute form
-    is applied first (by setting each attribute to that value) and
-    then the relative form (by adding the value to the attribute).
-
-    The order of attributes considered when this relativedelta is
-    added to a datetime is:
-
-    1. Year
-    2. Month
-    3. Day
-    4. Hours
-    5. Minutes
-    6. Seconds
-    7. Microseconds
-
-    Finally, weekday is applied, using the rule described above.
-
-    For example
-
-    >>> from datetime import datetime
-    >>> from dateutil.relativedelta import relativedelta, MO
-    >>> dt = datetime(2018, 4, 9, 13, 37, 0)
-    >>> delta = relativedelta(hours=25, day=1, weekday=MO(1))
-    >>> dt + delta
-    datetime.datetime(2018, 4, 2, 14, 37)
-
-    First, the day is set to 1 (the first of the month), then 25 hours
-    are added, to get to the 2nd day and 14th hour, finally the
-    weekday is applied, but since the 2nd is already a Monday there is
-    no effect.
-
-    """
-
-    def __init__(self, dt1=None, dt2=None,
-                 years=0, months=0, days=0, leapdays=0, weeks=0,
-                 hours=0, minutes=0, seconds=0, microseconds=0,
-                 year=None, month=None, day=None, weekday=None,
-                 yearday=None, nlyearday=None,
-                 hour=None, minute=None, second=None, microsecond=None):
-
-        if dt1 and dt2:
-            # datetime is a subclass of date. So both must be date
-            if not (isinstance(dt1, datetime.date) and
-                    isinstance(dt2, datetime.date)):
-                raise TypeError("relativedelta only diffs datetime/date")
-
-            # We allow two dates, or two datetimes, so we coerce them to be
-            # of the same type
-            if (isinstance(dt1, datetime.datetime) !=
-                    isinstance(dt2, datetime.datetime)):
-                if not isinstance(dt1, datetime.datetime):
-                    dt1 = datetime.datetime.fromordinal(dt1.toordinal())
-                elif not isinstance(dt2, datetime.datetime):
-                    dt2 = datetime.datetime.fromordinal(dt2.toordinal())
-
-            self.years = 0
-            self.months = 0
-            self.days = 0
-            self.leapdays = 0
-            self.hours = 0
-            self.minutes = 0
-            self.seconds = 0
-            self.microseconds = 0
-            self.year = None
-            self.month = None
-            self.day = None
-            self.weekday = None
-            self.hour = None
-            self.minute = None
-            self.second = None
-            self.microsecond = None
-            self._has_time = 0
-
-            # Get year / month delta between the two
-            months = (dt1.year - dt2.year) * 12 + (dt1.month - dt2.month)
-            self._set_months(months)
-
-            # Remove the year/month delta so the timedelta is just well-defined
-            # time units (seconds, days and microseconds)
-            dtm = self.__radd__(dt2)
-
-            # If we've overshot our target, make an adjustment
-            if dt1 < dt2:
-                compare = operator.gt
-                increment = 1
-            else:
-                compare = operator.lt
-                increment = -1
-
-            while compare(dt1, dtm):
-                months += increment
-                self._set_months(months)
-                dtm = self.__radd__(dt2)
-
-            # Get the timedelta between the "months-adjusted" date and dt1
-            delta = dt1 - dtm
-            self.seconds = delta.seconds + delta.days * 86400
-            self.microseconds = delta.microseconds
-        else:
-            # Check for non-integer values in integer-only quantities
-            if any(x is not None and x != int(x) for x in (years, months)):
-                raise ValueError("Non-integer years and months are "
-                                 "ambiguous and not currently supported.")
-
-            # Relative information
-            self.years = int(years)
-            self.months = int(months)
-            self.days = days + weeks * 7
-            self.leapdays = leapdays
-            self.hours = hours
-            self.minutes = minutes
-            self.seconds = seconds
-            self.microseconds = microseconds
-
-            # Absolute information
-            self.year = year
-            self.month = month
-            self.day = day
-            self.hour = hour
-            self.minute = minute
-            self.second = second
-            self.microsecond = microsecond
-
-            if any(x is not None and int(x) != x
-                   for x in (year, month, day, hour,
-                             minute, second, microsecond)):
-                # For now we'll deprecate floats - later it'll be an error.
-                warn("Non-integer value passed as absolute information. " +
-                     "This is not a well-defined condition and will raise " +
-                     "errors in future versions.", DeprecationWarning)
-
-            if isinstance(weekday, integer_types):
-                self.weekday = weekdays[weekday]
-            else:
-                self.weekday = weekday
-
-            yday = 0
-            if nlyearday:
-                yday = nlyearday
-            elif yearday:
-                yday = yearday
-                if yearday > 59:
-                    self.leapdays = -1
-            if yday:
-                ydayidx = [31, 59, 90, 120, 151, 181, 212,
-                           243, 273, 304, 334, 366]
-                for idx, ydays in enumerate(ydayidx):
-                    if yday <= ydays:
-                        self.month = idx+1
-                        if idx == 0:
-                            self.day = yday
-                        else:
-                            self.day = yday-ydayidx[idx-1]
-                        break
-                else:
-                    raise ValueError("invalid year day (%d)" % yday)
-
-        self._fix()
-
-    def _fix(self):
-        if abs(self.microseconds) > 999999:
-            s = _sign(self.microseconds)
-            div, mod = divmod(self.microseconds * s, 1000000)
-            self.microseconds = mod * s
-            self.seconds += div * s
-        if abs(self.seconds) > 59:
-            s = _sign(self.seconds)
-            div, mod = divmod(self.seconds * s, 60)
-            self.seconds = mod * s
-            self.minutes += div * s
-        if abs(self.minutes) > 59:
-            s = _sign(self.minutes)
-            div, mod = divmod(self.minutes * s, 60)
-            self.minutes = mod * s
-            self.hours += div * s
-        if abs(self.hours) > 23:
-            s = _sign(self.hours)
-            div, mod = divmod(self.hours * s, 24)
-            self.hours = mod * s
-            self.days += div * s
-        if abs(self.months) > 11:
-            s = _sign(self.months)
-            div, mod = divmod(self.months * s, 12)
-            self.months = mod * s
-            self.years += div * s
-        if (self.hours or self.minutes or self.seconds or self.microseconds
-                or self.hour is not None or self.minute is not None or
-                self.second is not None or self.microsecond is not None):
-            self._has_time = 1
-        else:
-            self._has_time = 0
-
-    @property
-    def weeks(self):
-        return int(self.days / 7.0)
-
-    @weeks.setter
-    def weeks(self, value):
-        self.days = self.days - (self.weeks * 7) + value * 7
-
-    def _set_months(self, months):
-        self.months = months
-        if abs(self.months) > 11:
-            s = _sign(self.months)
-            div, mod = divmod(self.months * s, 12)
-            self.months = mod * s
-            self.years = div * s
-        else:
-            self.years = 0
-
-    def normalized(self):
-        """
-        Return a version of this object represented entirely using integer
-        values for the relative attributes.
-
-        >>> relativedelta(days=1.5, hours=2).normalized()
-        relativedelta(days=+1, hours=+14)
-
-        :return:
-            Returns a :class:`dateutil.relativedelta.relativedelta` object.
-        """
-        # Cascade remainders down (rounding each to roughly nearest microsecond)
-        days = int(self.days)
-
-        hours_f = round(self.hours + 24 * (self.days - days), 11)
-        hours = int(hours_f)
-
-        minutes_f = round(self.minutes + 60 * (hours_f - hours), 10)
-        minutes = int(minutes_f)
-
-        seconds_f = round(self.seconds + 60 * (minutes_f - minutes), 8)
-        seconds = int(seconds_f)
-
-        microseconds = round(self.microseconds + 1e6 * (seconds_f - seconds))
-
-        # Constructor carries overflow back up with call to _fix()
-        return self.__class__(years=self.years, months=self.months,
-                              days=days, hours=hours, minutes=minutes,
-                              seconds=seconds, microseconds=microseconds,
-                              leapdays=self.leapdays, year=self.year,
-                              month=self.month, day=self.day,
-                              weekday=self.weekday, hour=self.hour,
-                              minute=self.minute, second=self.second,
-                              microsecond=self.microsecond)
-
-    def __add__(self, other):
-        if isinstance(other, relativedelta):
-            return self.__class__(years=other.years + self.years,
-                                 months=other.months + self.months,
-                                 days=other.days + self.days,
-                                 hours=other.hours + self.hours,
-                                 minutes=other.minutes + self.minutes,
-                                 seconds=other.seconds + self.seconds,
-                                 microseconds=(other.microseconds +
-                                               self.microseconds),
-                                 leapdays=other.leapdays or self.leapdays,
-                                 year=(other.year if other.year is not None
-                                       else self.year),
-                                 month=(other.month if other.month is not None
-                                        else self.month),
-                                 day=(other.day if other.day is not None
-                                      else self.day),
-                                 weekday=(other.weekday if other.weekday is not None
-                                          else self.weekday),
-                                 hour=(other.hour if other.hour is not None
-                                       else self.hour),
-                                 minute=(other.minute if other.minute is not None
-                                         else self.minute),
-                                 second=(other.second if other.second is not None
-                                         else self.second),
-                                 microsecond=(other.microsecond if other.microsecond
-                                              is not None else
-                                              self.microsecond))
-        if isinstance(other, datetime.timedelta):
-            return self.__class__(years=self.years,
-                                  months=self.months,
-                                  days=self.days + other.days,
-                                  hours=self.hours,
-                                  minutes=self.minutes,
-                                  seconds=self.seconds + other.seconds,
-                                  microseconds=self.microseconds + other.microseconds,
-                                  leapdays=self.leapdays,
-                                  year=self.year,
-                                  month=self.month,
-                                  day=self.day,
-                                  weekday=self.weekday,
-                                  hour=self.hour,
-                                  minute=self.minute,
-                                  second=self.second,
-                                  microsecond=self.microsecond)
-        if not isinstance(other, datetime.date):
-            return NotImplemented
-        elif self._has_time and not isinstance(other, datetime.datetime):
-            other = datetime.datetime.fromordinal(other.toordinal())
-        year = (self.year or other.year)+self.years
-        month = self.month or other.month
-        if self.months:
-            assert 1 <= abs(self.months) <= 12
-            month += self.months
-            if month > 12:
-                year += 1
-                month -= 12
-            elif month < 1:
-                year -= 1
-                month += 12
-        day = min(calendar.monthrange(year, month)[1],
-                  self.day or other.day)
-        repl = {"year": year, "month": month, "day": day}
-        for attr in ["hour", "minute", "second", "microsecond"]:
-            value = getattr(self, attr)
-            if value is not None:
-                repl[attr] = value
-        days = self.days
-        if self.leapdays and month > 2 and calendar.isleap(year):
-            days += self.leapdays
-        ret = (other.replace(**repl)
-               + datetime.timedelta(days=days,
-                                    hours=self.hours,
-                                    minutes=self.minutes,
-                                    seconds=self.seconds,
-                                    microseconds=self.microseconds))
-        if self.weekday:
-            weekday, nth = self.weekday.weekday, self.weekday.n or 1
-            jumpdays = (abs(nth) - 1) * 7
-            if nth > 0:
-                jumpdays += (7 - ret.weekday() + weekday) % 7
-            else:
-                jumpdays += (ret.weekday() - weekday) % 7
-                jumpdays *= -1
-            ret += datetime.timedelta(days=jumpdays)
-        return ret
-
-    def __radd__(self, other):
-        return self.__add__(other)
-
-    def __rsub__(self, other):
-        return self.__neg__().__radd__(other)
-
-    def __sub__(self, other):
-        if not isinstance(other, relativedelta):
-            return NotImplemented   # In case the other object defines __rsub__
-        return self.__class__(years=self.years - other.years,
-                             months=self.months - other.months,
-                             days=self.days - other.days,
-                             hours=self.hours - other.hours,
-                             minutes=self.minutes - other.minutes,
-                             seconds=self.seconds - other.seconds,
-                             microseconds=self.microseconds - other.microseconds,
-                             leapdays=self.leapdays or other.leapdays,
-                             year=(self.year if self.year is not None
-                                   else other.year),
-                             month=(self.month if self.month is not None else
-                                    other.month),
-                             day=(self.day if self.day is not None else
-                                  other.day),
-                             weekday=(self.weekday if self.weekday is not None else
-                                      other.weekday),
-                             hour=(self.hour if self.hour is not None else
-                                   other.hour),
-                             minute=(self.minute if self.minute is not None else
-                                     other.minute),
-                             second=(self.second if self.second is not None else
-                                     other.second),
-                             microsecond=(self.microsecond if self.microsecond
-                                          is not None else
-                                          other.microsecond))
-
-    def __abs__(self):
-        return self.__class__(years=abs(self.years),
-                              months=abs(self.months),
-                              days=abs(self.days),
-                              hours=abs(self.hours),
-                              minutes=abs(self.minutes),
-                              seconds=abs(self.seconds),
-                              microseconds=abs(self.microseconds),
-                              leapdays=self.leapdays,
-                              year=self.year,
-                              month=self.month,
-                              day=self.day,
-                              weekday=self.weekday,
-                              hour=self.hour,
-                              minute=self.minute,
-                              second=self.second,
-                              microsecond=self.microsecond)
-
-    def __neg__(self):
-        return self.__class__(years=-self.years,
-                             months=-self.months,
-                             days=-self.days,
-                             hours=-self.hours,
-                             minutes=-self.minutes,
-                             seconds=-self.seconds,
-                             microseconds=-self.microseconds,
-                             leapdays=self.leapdays,
-                             year=self.year,
-                             month=self.month,
-                             day=self.day,
-                             weekday=self.weekday,
-                             hour=self.hour,
-                             minute=self.minute,
-                             second=self.second,
-                             microsecond=self.microsecond)
-
-    def __bool__(self):
-        return not (not self.years and
-                    not self.months and
-                    not self.days and
-                    not self.hours and
-                    not self.minutes and
-                    not self.seconds and
-                    not self.microseconds and
-                    not self.leapdays and
-                    self.year is None and
-                    self.month is None and
-                    self.day is None and
-                    self.weekday is None and
-                    self.hour is None and
-                    self.minute is None and
-                    self.second is None and
-                    self.microsecond is None)
-    # Compatibility with Python 2.x
-    __nonzero__ = __bool__
-
-    def __mul__(self, other):
-        try:
-            f = float(other)
-        except TypeError:
-            return NotImplemented
-
-        return self.__class__(years=int(self.years * f),
-                             months=int(self.months * f),
-                             days=int(self.days * f),
-                             hours=int(self.hours * f),
-                             minutes=int(self.minutes * f),
-                             seconds=int(self.seconds * f),
-                             microseconds=int(self.microseconds * f),
-                             leapdays=self.leapdays,
-                             year=self.year,
-                             month=self.month,
-                             day=self.day,
-                             weekday=self.weekday,
-                             hour=self.hour,
-                             minute=self.minute,
-                             second=self.second,
-                             microsecond=self.microsecond)
-
-    __rmul__ = __mul__
-
-    def __eq__(self, other):
-        if not isinstance(other, relativedelta):
-            return NotImplemented
-        if self.weekday or other.weekday:
-            if not self.weekday or not other.weekday:
-                return False
-            if self.weekday.weekday != other.weekday.weekday:
-                return False
-            n1, n2 = self.weekday.n, other.weekday.n
-            if n1 != n2 and not ((not n1 or n1 == 1) and (not n2 or n2 == 1)):
-                return False
-        return (self.years == other.years and
-                self.months == other.months and
-                self.days == other.days and
-                self.hours == other.hours and
-                self.minutes == other.minutes and
-                self.seconds == other.seconds and
-                self.microseconds == other.microseconds and
-                self.leapdays == other.leapdays and
-                self.year == other.year and
-                self.month == other.month and
-                self.day == other.day and
-                self.hour == other.hour and
-                self.minute == other.minute and
-                self.second == other.second and
-                self.microsecond == other.microsecond)
-
-    def __hash__(self):
-        return hash((
-            self.weekday,
-            self.years,
-            self.months,
-            self.days,
-            self.hours,
-            self.minutes,
-            self.seconds,
-            self.microseconds,
-            self.leapdays,
-            self.year,
-            self.month,
-            self.day,
-            self.hour,
-            self.minute,
-            self.second,
-            self.microsecond,
-        ))
-
-    def __ne__(self, other):
-        return not self.__eq__(other)
-
-    def __div__(self, other):
-        try:
-            reciprocal = 1 / float(other)
-        except TypeError:
-            return NotImplemented
-
-        return self.__mul__(reciprocal)
-
-    __truediv__ = __div__
-
-    def __repr__(self):
-        l = []
-        for attr in ["years", "months", "days", "leapdays",
-                     "hours", "minutes", "seconds", "microseconds"]:
-            value = getattr(self, attr)
-            if value:
-                l.append("{attr}={value:+g}".format(attr=attr, value=value))
-        for attr in ["year", "month", "day", "weekday",
-                     "hour", "minute", "second", "microsecond"]:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("{attr}={value}".format(attr=attr, value=repr(value)))
-        return "{classname}({attrs})".format(classname=self.__class__.__name__,
-                                             attrs=", ".join(l))
-
-
-def _sign(x):
-    return int(copysign(1, x))
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/rrule.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/rrule.py
deleted file mode 100644
index 571a0d2bc..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/rrule.py
+++ /dev/null
@@ -1,1737 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-The rrule module offers a small, complete, and very fast, implementation of
-the recurrence rules documented in the
-`iCalendar RFC <https://tools.ietf.org/html/rfc5545>`_,
-including support for caching of results.
-"""
-import calendar
-import datetime
-import heapq
-import itertools
-import re
-import sys
-from functools import wraps
-# For warning about deprecation of until and count
-from warnings import warn
-
-from six import advance_iterator, integer_types
-
-from six.moves import _thread, range
-
-from ._common import weekday as weekdaybase
-
-try:
-    from math import gcd
-except ImportError:
-    from fractions import gcd
-
-__all__ = ["rrule", "rruleset", "rrulestr",
-           "YEARLY", "MONTHLY", "WEEKLY", "DAILY",
-           "HOURLY", "MINUTELY", "SECONDLY",
-           "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
-
-# Every mask is 7 days longer to handle cross-year weekly periods.
-M366MASK = tuple([1]*31+[2]*29+[3]*31+[4]*30+[5]*31+[6]*30 +
-                 [7]*31+[8]*31+[9]*30+[10]*31+[11]*30+[12]*31+[1]*7)
-M365MASK = list(M366MASK)
-M29, M30, M31 = list(range(1, 30)), list(range(1, 31)), list(range(1, 32))
-MDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
-MDAY365MASK = list(MDAY366MASK)
-M29, M30, M31 = list(range(-29, 0)), list(range(-30, 0)), list(range(-31, 0))
-NMDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
-NMDAY365MASK = list(NMDAY366MASK)
-M366RANGE = (0, 31, 60, 91, 121, 152, 182, 213, 244, 274, 305, 335, 366)
-M365RANGE = (0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365)
-WDAYMASK = [0, 1, 2, 3, 4, 5, 6]*55
-del M29, M30, M31, M365MASK[59], MDAY365MASK[59], NMDAY365MASK[31]
-MDAY365MASK = tuple(MDAY365MASK)
-M365MASK = tuple(M365MASK)
-
-FREQNAMES = ['YEARLY', 'MONTHLY', 'WEEKLY', 'DAILY', 'HOURLY', 'MINUTELY', 'SECONDLY']
-
-(YEARLY,
- MONTHLY,
- WEEKLY,
- DAILY,
- HOURLY,
- MINUTELY,
- SECONDLY) = list(range(7))
-
-# Imported on demand.
-easter = None
-parser = None
-
-
-class weekday(weekdaybase):
-    """
-    This version of weekday does not allow n = 0.
-    """
-    def __init__(self, wkday, n=None):
-        if n == 0:
-            raise ValueError("Can't create weekday with n==0")
-
-        super(weekday, self).__init__(wkday, n)
-
-
-MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
-
-
-def _invalidates_cache(f):
-    """
-    Decorator for rruleset methods which may invalidate the
-    cached length.
-    """
-    @wraps(f)
-    def inner_func(self, *args, **kwargs):
-        rv = f(self, *args, **kwargs)
-        self._invalidate_cache()
-        return rv
-
-    return inner_func
-
-
-class rrulebase(object):
-    def __init__(self, cache=False):
-        if cache:
-            self._cache = []
-            self._cache_lock = _thread.allocate_lock()
-            self._invalidate_cache()
-        else:
-            self._cache = None
-            self._cache_complete = False
-            self._len = None
-
-    def __iter__(self):
-        if self._cache_complete:
-            return iter(self._cache)
-        elif self._cache is None:
-            return self._iter()
-        else:
-            return self._iter_cached()
-
-    def _invalidate_cache(self):
-        if self._cache is not None:
-            self._cache = []
-            self._cache_complete = False
-            self._cache_gen = self._iter()
-
-            if self._cache_lock.locked():
-                self._cache_lock.release()
-
-        self._len = None
-
-    def _iter_cached(self):
-        i = 0
-        gen = self._cache_gen
-        cache = self._cache
-        acquire = self._cache_lock.acquire
-        release = self._cache_lock.release
-        while gen:
-            if i == len(cache):
-                acquire()
-                if self._cache_complete:
-                    break
-                try:
-                    for j in range(10):
-                        cache.append(advance_iterator(gen))
-                except StopIteration:
-                    self._cache_gen = gen = None
-                    self._cache_complete = True
-                    break
-                release()
-            yield cache[i]
-            i += 1
-        while i < self._len:
-            yield cache[i]
-            i += 1
-
-    def __getitem__(self, item):
-        if self._cache_complete:
-            return self._cache[item]
-        elif isinstance(item, slice):
-            if item.step and item.step < 0:
-                return list(iter(self))[item]
-            else:
-                return list(itertools.islice(self,
-                                             item.start or 0,
-                                             item.stop or sys.maxsize,
-                                             item.step or 1))
-        elif item >= 0:
-            gen = iter(self)
-            try:
-                for i in range(item+1):
-                    res = advance_iterator(gen)
-            except StopIteration:
-                raise IndexError
-            return res
-        else:
-            return list(iter(self))[item]
-
-    def __contains__(self, item):
-        if self._cache_complete:
-            return item in self._cache
-        else:
-            for i in self:
-                if i == item:
-                    return True
-                elif i > item:
-                    return False
-        return False
-
-    # __len__() introduces a large performance penalty.
-    def count(self):
-        """ Returns the number of recurrences in this set. It will have go
-            through the whole recurrence, if this hasn't been done before. """
-        if self._len is None:
-            for x in self:
-                pass
-        return self._len
-
-    def before(self, dt, inc=False):
-        """ Returns the last recurrence before the given datetime instance. The
-            inc keyword defines what happens if dt is an occurrence. With
-            inc=True, if dt itself is an occurrence, it will be returned. """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        last = None
-        if inc:
-            for i in gen:
-                if i > dt:
-                    break
-                last = i
-        else:
-            for i in gen:
-                if i >= dt:
-                    break
-                last = i
-        return last
-
-    def after(self, dt, inc=False):
-        """ Returns the first recurrence after the given datetime instance. The
-            inc keyword defines what happens if dt is an occurrence. With
-            inc=True, if dt itself is an occurrence, it will be returned.  """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        if inc:
-            for i in gen:
-                if i >= dt:
-                    return i
-        else:
-            for i in gen:
-                if i > dt:
-                    return i
-        return None
-
-    def xafter(self, dt, count=None, inc=False):
-        """
-        Generator which yields up to `count` recurrences after the given
-        datetime instance, equivalent to `after`.
-
-        :param dt:
-            The datetime at which to start generating recurrences.
-
-        :param count:
-            The maximum number of recurrences to generate. If `None` (default),
-            dates are generated until the recurrence rule is exhausted.
-
-        :param inc:
-            If `dt` is an instance of the rule and `inc` is `True`, it is
-            included in the output.
-
-        :yields: Yields a sequence of `datetime` objects.
-        """
-
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-
-        # Select the comparison function
-        if inc:
-            comp = lambda dc, dtc: dc >= dtc
-        else:
-            comp = lambda dc, dtc: dc > dtc
-
-        # Generate dates
-        n = 0
-        for d in gen:
-            if comp(d, dt):
-                if count is not None:
-                    n += 1
-                    if n > count:
-                        break
-
-                yield d
-
-    def between(self, after, before, inc=False, count=1):
-        """ Returns all the occurrences of the rrule between after and before.
-        The inc keyword defines what happens if after and/or before are
-        themselves occurrences. With inc=True, they will be included in the
-        list, if they are found in the recurrence set. """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        started = False
-        l = []
-        if inc:
-            for i in gen:
-                if i > before:
-                    break
-                elif not started:
-                    if i >= after:
-                        started = True
-                        l.append(i)
-                else:
-                    l.append(i)
-        else:
-            for i in gen:
-                if i >= before:
-                    break
-                elif not started:
-                    if i > after:
-                        started = True
-                        l.append(i)
-                else:
-                    l.append(i)
-        return l
-
-
-class rrule(rrulebase):
-    """
-    That's the base of the rrule operation. It accepts all the keywords
-    defined in the RFC as its constructor parameters (except byday,
-    which was renamed to byweekday) and more. The constructor prototype is::
-
-            rrule(freq)
-
-    Where freq must be one of YEARLY, MONTHLY, WEEKLY, DAILY, HOURLY, MINUTELY,
-    or SECONDLY.
-
-    .. note::
-        Per RFC section 3.3.10, recurrence instances falling on invalid dates
-        and times are ignored rather than coerced:
-
-            Recurrence rules may generate recurrence instances with an invalid
-            date (e.g., February 30) or nonexistent local time (e.g., 1:30 AM
-            on a day where the local time is moved forward by an hour at 1:00
-            AM).  Such recurrence instances MUST be ignored and MUST NOT be
-            counted as part of the recurrence set.
-
-        This can lead to possibly surprising behavior when, for example, the
-        start date occurs at the end of the month:
-
-        >>> from dateutil.rrule import rrule, MONTHLY
-        >>> from datetime import datetime
-        >>> start_date = datetime(2014, 12, 31)
-        >>> list(rrule(freq=MONTHLY, count=4, dtstart=start_date))
-        ... # doctest: +NORMALIZE_WHITESPACE
-        [datetime.datetime(2014, 12, 31, 0, 0),
-         datetime.datetime(2015, 1, 31, 0, 0),
-         datetime.datetime(2015, 3, 31, 0, 0),
-         datetime.datetime(2015, 5, 31, 0, 0)]
-
-    Additionally, it supports the following keyword arguments:
-
-    :param dtstart:
-        The recurrence start. Besides being the base for the recurrence,
-        missing parameters in the final recurrence instances will also be
-        extracted from this date. If not given, datetime.now() will be used
-        instead.
-    :param interval:
-        The interval between each freq iteration. For example, when using
-        YEARLY, an interval of 2 means once every two years, but with HOURLY,
-        it means once every two hours. The default interval is 1.
-    :param wkst:
-        The week start day. Must be one of the MO, TU, WE constants, or an
-        integer, specifying the first day of the week. This will affect
-        recurrences based on weekly periods. The default week start is got
-        from calendar.firstweekday(), and may be modified by
-        calendar.setfirstweekday().
-    :param count:
-        If given, this determines how many occurrences will be generated.
-
-        .. note::
-            As of version 2.5.0, the use of the keyword ``until`` in conjunction
-            with ``count`` is deprecated, to make sure ``dateutil`` is fully
-            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
-            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
-            **must not** occur in the same call to ``rrule``.
-    :param until:
-        If given, this must be a datetime instance specifying the upper-bound
-        limit of the recurrence. The last recurrence in the rule is the greatest
-        datetime that is less than or equal to the value specified in the
-        ``until`` parameter.
-
-        .. note::
-            As of version 2.5.0, the use of the keyword ``until`` in conjunction
-            with ``count`` is deprecated, to make sure ``dateutil`` is fully
-            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
-            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
-            **must not** occur in the same call to ``rrule``.
-    :param bysetpos:
-        If given, it must be either an integer, or a sequence of integers,
-        positive or negative. Each given integer will specify an occurrence
-        number, corresponding to the nth occurrence of the rule inside the
-        frequency period. For example, a bysetpos of -1 if combined with a
-        MONTHLY frequency, and a byweekday of (MO, TU, WE, TH, FR), will
-        result in the last work day of every month.
-    :param bymonth:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the months to apply the recurrence to.
-    :param bymonthday:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the month days to apply the recurrence to.
-    :param byyearday:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the year days to apply the recurrence to.
-    :param byeaster:
-        If given, it must be either an integer, or a sequence of integers,
-        positive or negative. Each integer will define an offset from the
-        Easter Sunday. Passing the offset 0 to byeaster will yield the Easter
-        Sunday itself. This is an extension to the RFC specification.
-    :param byweekno:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the week numbers to apply the recurrence to. Week numbers
-        have the meaning described in ISO8601, that is, the first week of
-        the year is that containing at least four days of the new year.
-    :param byweekday:
-        If given, it must be either an integer (0 == MO), a sequence of
-        integers, one of the weekday constants (MO, TU, etc), or a sequence
-        of these constants. When given, these variables will define the
-        weekdays where the recurrence will be applied. It's also possible to
-        use an argument n for the weekday instances, which will mean the nth
-        occurrence of this weekday in the period. For example, with MONTHLY,
-        or with YEARLY and BYMONTH, using FR(+1) in byweekday will specify the
-        first friday of the month where the recurrence happens. Notice that in
-        the RFC documentation, this is specified as BYDAY, but was renamed to
-        avoid the ambiguity of that keyword.
-    :param byhour:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the hours to apply the recurrence to.
-    :param byminute:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the minutes to apply the recurrence to.
-    :param bysecond:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the seconds to apply the recurrence to.
-    :param cache:
-        If given, it must be a boolean value specifying to enable or disable
-        caching of results. If you will use the same rrule instance multiple
-        times, enabling caching will improve the performance considerably.
-     """
-    def __init__(self, freq, dtstart=None,
-                 interval=1, wkst=None, count=None, until=None, bysetpos=None,
-                 bymonth=None, bymonthday=None, byyearday=None, byeaster=None,
-                 byweekno=None, byweekday=None,
-                 byhour=None, byminute=None, bysecond=None,
-                 cache=False):
-        super(rrule, self).__init__(cache)
-        global easter
-        if not dtstart:
-            if until and until.tzinfo:
-                dtstart = datetime.datetime.now(tz=until.tzinfo).replace(microsecond=0)
-            else:
-                dtstart = datetime.datetime.now().replace(microsecond=0)
-        elif not isinstance(dtstart, datetime.datetime):
-            dtstart = datetime.datetime.fromordinal(dtstart.toordinal())
-        else:
-            dtstart = dtstart.replace(microsecond=0)
-        self._dtstart = dtstart
-        self._tzinfo = dtstart.tzinfo
-        self._freq = freq
-        self._interval = interval
-        self._count = count
-
-        # Cache the original byxxx rules, if they are provided, as the _byxxx
-        # attributes do not necessarily map to the inputs, and this can be
-        # a problem in generating the strings. Only store things if they've
-        # been supplied (the string retrieval will just use .get())
-        self._original_rule = {}
-
-        if until and not isinstance(until, datetime.datetime):
-            until = datetime.datetime.fromordinal(until.toordinal())
-        self._until = until
-
-        if self._dtstart and self._until:
-            if (self._dtstart.tzinfo is not None) != (self._until.tzinfo is not None):
-                # According to RFC5545 Section 3.3.10:
-                # https://tools.ietf.org/html/rfc5545#section-3.3.10
-                #
-                # > If the "DTSTART" property is specified as a date with UTC
-                # > time or a date with local time and time zone reference,
-                # > then the UNTIL rule part MUST be specified as a date with
-                # > UTC time.
-                raise ValueError(
-                    'RRULE UNTIL values must be specified in UTC when DTSTART '
-                    'is timezone-aware'
-                )
-
-        if count is not None and until:
-            warn("Using both 'count' and 'until' is inconsistent with RFC 5545"
-                 " and has been deprecated in dateutil. Future versions will "
-                 "raise an error.", DeprecationWarning)
-
-        if wkst is None:
-            self._wkst = calendar.firstweekday()
-        elif isinstance(wkst, integer_types):
-            self._wkst = wkst
-        else:
-            self._wkst = wkst.weekday
-
-        if bysetpos is None:
-            self._bysetpos = None
-        elif isinstance(bysetpos, integer_types):
-            if bysetpos == 0 or not (-366 <= bysetpos <= 366):
-                raise ValueError("bysetpos must be between 1 and 366, "
-                                 "or between -366 and -1")
-            self._bysetpos = (bysetpos,)
-        else:
-            self._bysetpos = tuple(bysetpos)
-            for pos in self._bysetpos:
-                if pos == 0 or not (-366 <= pos <= 366):
-                    raise ValueError("bysetpos must be between 1 and 366, "
-                                     "or between -366 and -1")
-
-        if self._bysetpos:
-            self._original_rule['bysetpos'] = self._bysetpos
-
-        if (byweekno is None and byyearday is None and bymonthday is None and
-                byweekday is None and byeaster is None):
-            if freq == YEARLY:
-                if bymonth is None:
-                    bymonth = dtstart.month
-                    self._original_rule['bymonth'] = None
-                bymonthday = dtstart.day
-                self._original_rule['bymonthday'] = None
-            elif freq == MONTHLY:
-                bymonthday = dtstart.day
-                self._original_rule['bymonthday'] = None
-            elif freq == WEEKLY:
-                byweekday = dtstart.weekday()
-                self._original_rule['byweekday'] = None
-
-        # bymonth
-        if bymonth is None:
-            self._bymonth = None
-        else:
-            if isinstance(bymonth, integer_types):
-                bymonth = (bymonth,)
-
-            self._bymonth = tuple(sorted(set(bymonth)))
-
-            if 'bymonth' not in self._original_rule:
-                self._original_rule['bymonth'] = self._bymonth
-
-        # byyearday
-        if byyearday is None:
-            self._byyearday = None
-        else:
-            if isinstance(byyearday, integer_types):
-                byyearday = (byyearday,)
-
-            self._byyearday = tuple(sorted(set(byyearday)))
-            self._original_rule['byyearday'] = self._byyearday
-
-        # byeaster
-        if byeaster is not None:
-            if not easter:
-                from dateutil import easter
-            if isinstance(byeaster, integer_types):
-                self._byeaster = (byeaster,)
-            else:
-                self._byeaster = tuple(sorted(byeaster))
-
-            self._original_rule['byeaster'] = self._byeaster
-        else:
-            self._byeaster = None
-
-        # bymonthday
-        if bymonthday is None:
-            self._bymonthday = ()
-            self._bynmonthday = ()
-        else:
-            if isinstance(bymonthday, integer_types):
-                bymonthday = (bymonthday,)
-
-            bymonthday = set(bymonthday)            # Ensure it's unique
-
-            self._bymonthday = tuple(sorted(x for x in bymonthday if x > 0))
-            self._bynmonthday = tuple(sorted(x for x in bymonthday if x < 0))
-
-            # Storing positive numbers first, then negative numbers
-            if 'bymonthday' not in self._original_rule:
-                self._original_rule['bymonthday'] = tuple(
-                    itertools.chain(self._bymonthday, self._bynmonthday))
-
-        # byweekno
-        if byweekno is None:
-            self._byweekno = None
-        else:
-            if isinstance(byweekno, integer_types):
-                byweekno = (byweekno,)
-
-            self._byweekno = tuple(sorted(set(byweekno)))
-
-            self._original_rule['byweekno'] = self._byweekno
-
-        # byweekday / bynweekday
-        if byweekday is None:
-            self._byweekday = None
-            self._bynweekday = None
-        else:
-            # If it's one of the valid non-sequence types, convert to a
-            # single-element sequence before the iterator that builds the
-            # byweekday set.
-            if isinstance(byweekday, integer_types) or hasattr(byweekday, "n"):
-                byweekday = (byweekday,)
-
-            self._byweekday = set()
-            self._bynweekday = set()
-            for wday in byweekday:
-                if isinstance(wday, integer_types):
-                    self._byweekday.add(wday)
-                elif not wday.n or freq > MONTHLY:
-                    self._byweekday.add(wday.weekday)
-                else:
-                    self._bynweekday.add((wday.weekday, wday.n))
-
-            if not self._byweekday:
-                self._byweekday = None
-            elif not self._bynweekday:
-                self._bynweekday = None
-
-            if self._byweekday is not None:
-                self._byweekday = tuple(sorted(self._byweekday))
-                orig_byweekday = [weekday(x) for x in self._byweekday]
-            else:
-                orig_byweekday = ()
-
-            if self._bynweekday is not None:
-                self._bynweekday = tuple(sorted(self._bynweekday))
-                orig_bynweekday = [weekday(*x) for x in self._bynweekday]
-            else:
-                orig_bynweekday = ()
-
-            if 'byweekday' not in self._original_rule:
-                self._original_rule['byweekday'] = tuple(itertools.chain(
-                    orig_byweekday, orig_bynweekday))
-
-        # byhour
-        if byhour is None:
-            if freq < HOURLY:
-                self._byhour = {dtstart.hour}
-            else:
-                self._byhour = None
-        else:
-            if isinstance(byhour, integer_types):
-                byhour = (byhour,)
-
-            if freq == HOURLY:
-                self._byhour = self.__construct_byset(start=dtstart.hour,
-                                                      byxxx=byhour,
-                                                      base=24)
-            else:
-                self._byhour = set(byhour)
-
-            self._byhour = tuple(sorted(self._byhour))
-            self._original_rule['byhour'] = self._byhour
-
-        # byminute
-        if byminute is None:
-            if freq < MINUTELY:
-                self._byminute = {dtstart.minute}
-            else:
-                self._byminute = None
-        else:
-            if isinstance(byminute, integer_types):
-                byminute = (byminute,)
-
-            if freq == MINUTELY:
-                self._byminute = self.__construct_byset(start=dtstart.minute,
-                                                        byxxx=byminute,
-                                                        base=60)
-            else:
-                self._byminute = set(byminute)
-
-            self._byminute = tuple(sorted(self._byminute))
-            self._original_rule['byminute'] = self._byminute
-
-        # bysecond
-        if bysecond is None:
-            if freq < SECONDLY:
-                self._bysecond = ((dtstart.second,))
-            else:
-                self._bysecond = None
-        else:
-            if isinstance(bysecond, integer_types):
-                bysecond = (bysecond,)
-
-            self._bysecond = set(bysecond)
-
-            if freq == SECONDLY:
-                self._bysecond = self.__construct_byset(start=dtstart.second,
-                                                        byxxx=bysecond,
-                                                        base=60)
-            else:
-                self._bysecond = set(bysecond)
-
-            self._bysecond = tuple(sorted(self._bysecond))
-            self._original_rule['bysecond'] = self._bysecond
-
-        if self._freq >= HOURLY:
-            self._timeset = None
-        else:
-            self._timeset = []
-            for hour in self._byhour:
-                for minute in self._byminute:
-                    for second in self._bysecond:
-                        self._timeset.append(
-                            datetime.time(hour, minute, second,
-                                          tzinfo=self._tzinfo))
-            self._timeset.sort()
-            self._timeset = tuple(self._timeset)
-
-    def __str__(self):
-        """
-        Output a string that would generate this RRULE if passed to rrulestr.
-        This is mostly compatible with RFC5545, except for the
-        dateutil-specific extension BYEASTER.
-        """
-
-        output = []
-        h, m, s = [None] * 3
-        if self._dtstart:
-            output.append(self._dtstart.strftime('DTSTART:%Y%m%dT%H%M%S'))
-            h, m, s = self._dtstart.timetuple()[3:6]
-
-        parts = ['FREQ=' + FREQNAMES[self._freq]]
-        if self._interval != 1:
-            parts.append('INTERVAL=' + str(self._interval))
-
-        if self._wkst:
-            parts.append('WKST=' + repr(weekday(self._wkst))[0:2])
-
-        if self._count is not None:
-            parts.append('COUNT=' + str(self._count))
-
-        if self._until:
-            parts.append(self._until.strftime('UNTIL=%Y%m%dT%H%M%S'))
-
-        if self._original_rule.get('byweekday') is not None:
-            # The str() method on weekday objects doesn't generate
-            # RFC5545-compliant strings, so we should modify that.
-            original_rule = dict(self._original_rule)
-            wday_strings = []
-            for wday in original_rule['byweekday']:
-                if wday.n:
-                    wday_strings.append('{n:+d}{wday}'.format(
-                        n=wday.n,
-                        wday=repr(wday)[0:2]))
-                else:
-                    wday_strings.append(repr(wday))
-
-            original_rule['byweekday'] = wday_strings
-        else:
-            original_rule = self._original_rule
-
-        partfmt = '{name}={vals}'
-        for name, key in [('BYSETPOS', 'bysetpos'),
-                          ('BYMONTH', 'bymonth'),
-                          ('BYMONTHDAY', 'bymonthday'),
-                          ('BYYEARDAY', 'byyearday'),
-                          ('BYWEEKNO', 'byweekno'),
-                          ('BYDAY', 'byweekday'),
-                          ('BYHOUR', 'byhour'),
-                          ('BYMINUTE', 'byminute'),
-                          ('BYSECOND', 'bysecond'),
-                          ('BYEASTER', 'byeaster')]:
-            value = original_rule.get(key)
-            if value:
-                parts.append(partfmt.format(name=name, vals=(','.join(str(v)
-                                                             for v in value))))
-
-        output.append('RRULE:' + ';'.join(parts))
-        return '\n'.join(output)
-
-    def replace(self, **kwargs):
-        """Return new rrule with same attributes except for those attributes given new
-           values by whichever keyword arguments are specified."""
-        new_kwargs = {"interval": self._interval,
-                      "count": self._count,
-                      "dtstart": self._dtstart,
-                      "freq": self._freq,
-                      "until": self._until,
-                      "wkst": self._wkst,
-                      "cache": False if self._cache is None else True }
-        new_kwargs.update(self._original_rule)
-        new_kwargs.update(kwargs)
-        return rrule(**new_kwargs)
-
-    def _iter(self):
-        year, month, day, hour, minute, second, weekday, yearday, _ = \
-            self._dtstart.timetuple()
-
-        # Some local variables to speed things up a bit
-        freq = self._freq
-        interval = self._interval
-        wkst = self._wkst
-        until = self._until
-        bymonth = self._bymonth
-        byweekno = self._byweekno
-        byyearday = self._byyearday
-        byweekday = self._byweekday
-        byeaster = self._byeaster
-        bymonthday = self._bymonthday
-        bynmonthday = self._bynmonthday
-        bysetpos = self._bysetpos
-        byhour = self._byhour
-        byminute = self._byminute
-        bysecond = self._bysecond
-
-        ii = _iterinfo(self)
-        ii.rebuild(year, month)
-
-        getdayset = {YEARLY: ii.ydayset,
-                     MONTHLY: ii.mdayset,
-                     WEEKLY: ii.wdayset,
-                     DAILY: ii.ddayset,
-                     HOURLY: ii.ddayset,
-                     MINUTELY: ii.ddayset,
-                     SECONDLY: ii.ddayset}[freq]
-
-        if freq < HOURLY:
-            timeset = self._timeset
-        else:
-            gettimeset = {HOURLY: ii.htimeset,
-                          MINUTELY: ii.mtimeset,
-                          SECONDLY: ii.stimeset}[freq]
-            if ((freq >= HOURLY and
-                 self._byhour and hour not in self._byhour) or
-                (freq >= MINUTELY and
-                 self._byminute and minute not in self._byminute) or
-                (freq >= SECONDLY and
-                 self._bysecond and second not in self._bysecond)):
-                timeset = ()
-            else:
-                timeset = gettimeset(hour, minute, second)
-
-        total = 0
-        count = self._count
-        while True:
-            # Get dayset with the right frequency
-            dayset, start, end = getdayset(year, month, day)
-
-            # Do the "hard" work ;-)
-            filtered = False
-            for i in dayset[start:end]:
-                if ((bymonth and ii.mmask[i] not in bymonth) or
-                    (byweekno and not ii.wnomask[i]) or
-                    (byweekday and ii.wdaymask[i] not in byweekday) or
-                    (ii.nwdaymask and not ii.nwdaymask[i]) or
-                    (byeaster and not ii.eastermask[i]) or
-                    ((bymonthday or bynmonthday) and
-                     ii.mdaymask[i] not in bymonthday and
-                     ii.nmdaymask[i] not in bynmonthday) or
-                    (byyearday and
-                     ((i < ii.yearlen and i+1 not in byyearday and
-                       -ii.yearlen+i not in byyearday) or
-                      (i >= ii.yearlen and i+1-ii.yearlen not in byyearday and
-                       -ii.nextyearlen+i-ii.yearlen not in byyearday)))):
-                    dayset[i] = None
-                    filtered = True
-
-            # Output results
-            if bysetpos and timeset:
-                poslist = []
-                for pos in bysetpos:
-                    if pos < 0:
-                        daypos, timepos = divmod(pos, len(timeset))
-                    else:
-                        daypos, timepos = divmod(pos-1, len(timeset))
-                    try:
-                        i = [x for x in dayset[start:end]
-                             if x is not None][daypos]
-                        time = timeset[timepos]
-                    except IndexError:
-                        pass
-                    else:
-                        date = datetime.date.fromordinal(ii.yearordinal+i)
-                        res = datetime.datetime.combine(date, time)
-                        if res not in poslist:
-                            poslist.append(res)
-                poslist.sort()
-                for res in poslist:
-                    if until and res > until:
-                        self._len = total
-                        return
-                    elif res >= self._dtstart:
-                        if count is not None:
-                            count -= 1
-                            if count < 0:
-                                self._len = total
-                                return
-                        total += 1
-                        yield res
-            else:
-                for i in dayset[start:end]:
-                    if i is not None:
-                        date = datetime.date.fromordinal(ii.yearordinal + i)
-                        for time in timeset:
-                            res = datetime.datetime.combine(date, time)
-                            if until and res > until:
-                                self._len = total
-                                return
-                            elif res >= self._dtstart:
-                                if count is not None:
-                                    count -= 1
-                                    if count < 0:
-                                        self._len = total
-                                        return
-
-                                total += 1
-                                yield res
-
-            # Handle frequency and interval
-            fixday = False
-            if freq == YEARLY:
-                year += interval
-                if year > datetime.MAXYEAR:
-                    self._len = total
-                    return
-                ii.rebuild(year, month)
-            elif freq == MONTHLY:
-                month += interval
-                if month > 12:
-                    div, mod = divmod(month, 12)
-                    month = mod
-                    year += div
-                    if month == 0:
-                        month = 12
-                        year -= 1
-                    if year > datetime.MAXYEAR:
-                        self._len = total
-                        return
-                ii.rebuild(year, month)
-            elif freq == WEEKLY:
-                if wkst > weekday:
-                    day += -(weekday+1+(6-wkst))+self._interval*7
-                else:
-                    day += -(weekday-wkst)+self._interval*7
-                weekday = wkst
-                fixday = True
-            elif freq == DAILY:
-                day += interval
-                fixday = True
-            elif freq == HOURLY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    hour += ((23-hour)//interval)*interval
-
-                if byhour:
-                    ndays, hour = self.__mod_distance(value=hour,
-                                                      byxxx=self._byhour,
-                                                      base=24)
-                else:
-                    ndays, hour = divmod(hour+interval, 24)
-
-                if ndays:
-                    day += ndays
-                    fixday = True
-
-                timeset = gettimeset(hour, minute, second)
-            elif freq == MINUTELY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    minute += ((1439-(hour*60+minute))//interval)*interval
-
-                valid = False
-                rep_rate = (24*60)
-                for j in range(rep_rate // gcd(interval, rep_rate)):
-                    if byminute:
-                        nhours, minute = \
-                            self.__mod_distance(value=minute,
-                                                byxxx=self._byminute,
-                                                base=60)
-                    else:
-                        nhours, minute = divmod(minute+interval, 60)
-
-                    div, hour = divmod(hour+nhours, 24)
-                    if div:
-                        day += div
-                        fixday = True
-                        filtered = False
-
-                    if not byhour or hour in byhour:
-                        valid = True
-                        break
-
-                if not valid:
-                    raise ValueError('Invalid combination of interval and ' +
-                                     'byhour resulting in empty rule.')
-
-                timeset = gettimeset(hour, minute, second)
-            elif freq == SECONDLY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    second += (((86399 - (hour * 3600 + minute * 60 + second))
-                                // interval) * interval)
-
-                rep_rate = (24 * 3600)
-                valid = False
-                for j in range(0, rep_rate // gcd(interval, rep_rate)):
-                    if bysecond:
-                        nminutes, second = \
-                            self.__mod_distance(value=second,
-                                                byxxx=self._bysecond,
-                                                base=60)
-                    else:
-                        nminutes, second = divmod(second+interval, 60)
-
-                    div, minute = divmod(minute+nminutes, 60)
-                    if div:
-                        hour += div
-                        div, hour = divmod(hour, 24)
-                        if div:
-                            day += div
-                            fixday = True
-
-                    if ((not byhour or hour in byhour) and
-                            (not byminute or minute in byminute) and
-                            (not bysecond or second in bysecond)):
-                        valid = True
-                        break
-
-                if not valid:
-                    raise ValueError('Invalid combination of interval, ' +
-                                     'byhour and byminute resulting in empty' +
-                                     ' rule.')
-
-                timeset = gettimeset(hour, minute, second)
-
-            if fixday and day > 28:
-                daysinmonth = calendar.monthrange(year, month)[1]
-                if day > daysinmonth:
-                    while day > daysinmonth:
-                        day -= daysinmonth
-                        month += 1
-                        if month == 13:
-                            month = 1
-                            year += 1
-                            if year > datetime.MAXYEAR:
-                                self._len = total
-                                return
-                        daysinmonth = calendar.monthrange(year, month)[1]
-                    ii.rebuild(year, month)
-
-    def __construct_byset(self, start, byxxx, base):
-        """
-        If a `BYXXX` sequence is passed to the constructor at the same level as
-        `FREQ` (e.g. `FREQ=HOURLY,BYHOUR={2,4,7},INTERVAL=3`), there are some
-        specifications which cannot be reached given some starting conditions.
-
-        This occurs whenever the interval is not coprime with the base of a
-        given unit and the difference between the starting position and the
-        ending position is not coprime with the greatest common denominator
-        between the interval and the base. For example, with a FREQ of hourly
-        starting at 17:00 and an interval of 4, the only valid values for
-        BYHOUR would be {21, 1, 5, 9, 13, 17}, because 4 and 24 are not
-        coprime.
-
-        :param start:
-            Specifies the starting position.
-        :param byxxx:
-            An iterable containing the list of allowed values.
-        :param base:
-            The largest allowable value for the specified frequency (e.g.
-            24 hours, 60 minutes).
-
-        This does not preserve the type of the iterable, returning a set, since
-        the values should be unique and the order is irrelevant, this will
-        speed up later lookups.
-
-        In the event of an empty set, raises a :exception:`ValueError`, as this
-        results in an empty rrule.
-        """
-
-        cset = set()
-
-        # Support a single byxxx value.
-        if isinstance(byxxx, integer_types):
-            byxxx = (byxxx, )
-
-        for num in byxxx:
-            i_gcd = gcd(self._interval, base)
-            # Use divmod rather than % because we need to wrap negative nums.
-            if i_gcd == 1 or divmod(num - start, i_gcd)[1] == 0:
-                cset.add(num)
-
-        if len(cset) == 0:
-            raise ValueError("Invalid rrule byxxx generates an empty set.")
-
-        return cset
-
-    def __mod_distance(self, value, byxxx, base):
-        """
-        Calculates the next value in a sequence where the `FREQ` parameter is
-        specified along with a `BYXXX` parameter at the same "level"
-        (e.g. `HOURLY` specified with `BYHOUR`).
-
-        :param value:
-            The old value of the component.
-        :param byxxx:
-            The `BYXXX` set, which should have been generated by
-            `rrule._construct_byset`, or something else which checks that a
-            valid rule is present.
-        :param base:
-            The largest allowable value for the specified frequency (e.g.
-            24 hours, 60 minutes).
-
-        If a valid value is not found after `base` iterations (the maximum
-        number before the sequence would start to repeat), this raises a
-        :exception:`ValueError`, as no valid values were found.
-
-        This returns a tuple of `divmod(n*interval, base)`, where `n` is the
-        smallest number of `interval` repetitions until the next specified
-        value in `byxxx` is found.
-        """
-        accumulator = 0
-        for ii in range(1, base + 1):
-            # Using divmod() over % to account for negative intervals
-            div, value = divmod(value + self._interval, base)
-            accumulator += div
-            if value in byxxx:
-                return (accumulator, value)
-
-
-class _iterinfo(object):
-    __slots__ = ["rrule", "lastyear", "lastmonth",
-                 "yearlen", "nextyearlen", "yearordinal", "yearweekday",
-                 "mmask", "mrange", "mdaymask", "nmdaymask",
-                 "wdaymask", "wnomask", "nwdaymask", "eastermask"]
-
-    def __init__(self, rrule):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-        self.rrule = rrule
-
-    def rebuild(self, year, month):
-        # Every mask is 7 days longer to handle cross-year weekly periods.
-        rr = self.rrule
-        if year != self.lastyear:
-            self.yearlen = 365 + calendar.isleap(year)
-            self.nextyearlen = 365 + calendar.isleap(year + 1)
-            firstyday = datetime.date(year, 1, 1)
-            self.yearordinal = firstyday.toordinal()
-            self.yearweekday = firstyday.weekday()
-
-            wday = datetime.date(year, 1, 1).weekday()
-            if self.yearlen == 365:
-                self.mmask = M365MASK
-                self.mdaymask = MDAY365MASK
-                self.nmdaymask = NMDAY365MASK
-                self.wdaymask = WDAYMASK[wday:]
-                self.mrange = M365RANGE
-            else:
-                self.mmask = M366MASK
-                self.mdaymask = MDAY366MASK
-                self.nmdaymask = NMDAY366MASK
-                self.wdaymask = WDAYMASK[wday:]
-                self.mrange = M366RANGE
-
-            if not rr._byweekno:
-                self.wnomask = None
-            else:
-                self.wnomask = [0]*(self.yearlen+7)
-                # no1wkst = firstwkst = self.wdaymask.index(rr._wkst)
-                no1wkst = firstwkst = (7-self.yearweekday+rr._wkst) % 7
-                if no1wkst >= 4:
-                    no1wkst = 0
-                    # Number of days in the year, plus the days we got
-                    # from last year.
-                    wyearlen = self.yearlen+(self.yearweekday-rr._wkst) % 7
-                else:
-                    # Number of days in the year, minus the days we
-                    # left in last year.
-                    wyearlen = self.yearlen-no1wkst
-                div, mod = divmod(wyearlen, 7)
-                numweeks = div+mod//4
-                for n in rr._byweekno:
-                    if n < 0:
-                        n += numweeks+1
-                    if not (0 < n <= numweeks):
-                        continue
-                    if n > 1:
-                        i = no1wkst+(n-1)*7
-                        if no1wkst != firstwkst:
-                            i -= 7-firstwkst
-                    else:
-                        i = no1wkst
-                    for j in range(7):
-                        self.wnomask[i] = 1
-                        i += 1
-                        if self.wdaymask[i] == rr._wkst:
-                            break
-                if 1 in rr._byweekno:
-                    # Check week number 1 of next year as well
-                    # TODO: Check -numweeks for next year.
-                    i = no1wkst+numweeks*7
-                    if no1wkst != firstwkst:
-                        i -= 7-firstwkst
-                    if i < self.yearlen:
-                        # If week starts in next year, we
-                        # don't care about it.
-                        for j in range(7):
-                            self.wnomask[i] = 1
-                            i += 1
-                            if self.wdaymask[i] == rr._wkst:
-                                break
-                if no1wkst:
-                    # Check last week number of last year as
-                    # well. If no1wkst is 0, either the year
-                    # started on week start, or week number 1
-                    # got days from last year, so there are no
-                    # days from last year's last week number in
-                    # this year.
-                    if -1 not in rr._byweekno:
-                        lyearweekday = datetime.date(year-1, 1, 1).weekday()
-                        lno1wkst = (7-lyearweekday+rr._wkst) % 7
-                        lyearlen = 365+calendar.isleap(year-1)
-                        if lno1wkst >= 4:
-                            lno1wkst = 0
-                            lnumweeks = 52+(lyearlen +
-                                            (lyearweekday-rr._wkst) % 7) % 7//4
-                        else:
-                            lnumweeks = 52+(self.yearlen-no1wkst) % 7//4
-                    else:
-                        lnumweeks = -1
-                    if lnumweeks in rr._byweekno:
-                        for i in range(no1wkst):
-                            self.wnomask[i] = 1
-
-        if (rr._bynweekday and (month != self.lastmonth or
-                                year != self.lastyear)):
-            ranges = []
-            if rr._freq == YEARLY:
-                if rr._bymonth:
-                    for month in rr._bymonth:
-                        ranges.append(self.mrange[month-1:month+1])
-                else:
-                    ranges = [(0, self.yearlen)]
-            elif rr._freq == MONTHLY:
-                ranges = [self.mrange[month-1:month+1]]
-            if ranges:
-                # Weekly frequency won't get here, so we may not
-                # care about cross-year weekly periods.
-                self.nwdaymask = [0]*self.yearlen
-                for first, last in ranges:
-                    last -= 1
-                    for wday, n in rr._bynweekday:
-                        if n < 0:
-                            i = last+(n+1)*7
-                            i -= (self.wdaymask[i]-wday) % 7
-                        else:
-                            i = first+(n-1)*7
-                            i += (7-self.wdaymask[i]+wday) % 7
-                        if first <= i <= last:
-                            self.nwdaymask[i] = 1
-
-        if rr._byeaster:
-            self.eastermask = [0]*(self.yearlen+7)
-            eyday = easter.easter(year).toordinal()-self.yearordinal
-            for offset in rr._byeaster:
-                self.eastermask[eyday+offset] = 1
-
-        self.lastyear = year
-        self.lastmonth = month
-
-    def ydayset(self, year, month, day):
-        return list(range(self.yearlen)), 0, self.yearlen
-
-    def mdayset(self, year, month, day):
-        dset = [None]*self.yearlen
-        start, end = self.mrange[month-1:month+1]
-        for i in range(start, end):
-            dset[i] = i
-        return dset, start, end
-
-    def wdayset(self, year, month, day):
-        # We need to handle cross-year weeks here.
-        dset = [None]*(self.yearlen+7)
-        i = datetime.date(year, month, day).toordinal()-self.yearordinal
-        start = i
-        for j in range(7):
-            dset[i] = i
-            i += 1
-            # if (not (0 <= i < self.yearlen) or
-            #    self.wdaymask[i] == self.rrule._wkst):
-            # This will cross the year boundary, if necessary.
-            if self.wdaymask[i] == self.rrule._wkst:
-                break
-        return dset, start, i
-
-    def ddayset(self, year, month, day):
-        dset = [None] * self.yearlen
-        i = datetime.date(year, month, day).toordinal() - self.yearordinal
-        dset[i] = i
-        return dset, i, i + 1
-
-    def htimeset(self, hour, minute, second):
-        tset = []
-        rr = self.rrule
-        for minute in rr._byminute:
-            for second in rr._bysecond:
-                tset.append(datetime.time(hour, minute, second,
-                                          tzinfo=rr._tzinfo))
-        tset.sort()
-        return tset
-
-    def mtimeset(self, hour, minute, second):
-        tset = []
-        rr = self.rrule
-        for second in rr._bysecond:
-            tset.append(datetime.time(hour, minute, second, tzinfo=rr._tzinfo))
-        tset.sort()
-        return tset
-
-    def stimeset(self, hour, minute, second):
-        return (datetime.time(hour, minute, second,
-                tzinfo=self.rrule._tzinfo),)
-
-
-class rruleset(rrulebase):
-    """ The rruleset type allows more complex recurrence setups, mixing
-    multiple rules, dates, exclusion rules, and exclusion dates. The type
-    constructor takes the following keyword arguments:
-
-    :param cache: If True, caching of results will be enabled, improving
-                  performance of multiple queries considerably. """
-
-    class _genitem(object):
-        def __init__(self, genlist, gen):
-            try:
-                self.dt = advance_iterator(gen)
-                genlist.append(self)
-            except StopIteration:
-                pass
-            self.genlist = genlist
-            self.gen = gen
-
-        def __next__(self):
-            try:
-                self.dt = advance_iterator(self.gen)
-            except StopIteration:
-                if self.genlist[0] is self:
-                    heapq.heappop(self.genlist)
-                else:
-                    self.genlist.remove(self)
-                    heapq.heapify(self.genlist)
-
-        next = __next__
-
-        def __lt__(self, other):
-            return self.dt < other.dt
-
-        def __gt__(self, other):
-            return self.dt > other.dt
-
-        def __eq__(self, other):
-            return self.dt == other.dt
-
-        def __ne__(self, other):
-            return self.dt != other.dt
-
-    def __init__(self, cache=False):
-        super(rruleset, self).__init__(cache)
-        self._rrule = []
-        self._rdate = []
-        self._exrule = []
-        self._exdate = []
-
-    @_invalidates_cache
-    def rrule(self, rrule):
-        """ Include the given :py:class:`rrule` instance in the recurrence set
-            generation. """
-        self._rrule.append(rrule)
-
-    @_invalidates_cache
-    def rdate(self, rdate):
-        """ Include the given :py:class:`datetime` instance in the recurrence
-            set generation. """
-        self._rdate.append(rdate)
-
-    @_invalidates_cache
-    def exrule(self, exrule):
-        """ Include the given rrule instance in the recurrence set exclusion
-            list. Dates which are part of the given recurrence rules will not
-            be generated, even if some inclusive rrule or rdate matches them.
-        """
-        self._exrule.append(exrule)
-
-    @_invalidates_cache
-    def exdate(self, exdate):
-        """ Include the given datetime instance in the recurrence set
-            exclusion list. Dates included that way will not be generated,
-            even if some inclusive rrule or rdate matches them. """
-        self._exdate.append(exdate)
-
-    def _iter(self):
-        rlist = []
-        self._rdate.sort()
-        self._genitem(rlist, iter(self._rdate))
-        for gen in [iter(x) for x in self._rrule]:
-            self._genitem(rlist, gen)
-        exlist = []
-        self._exdate.sort()
-        self._genitem(exlist, iter(self._exdate))
-        for gen in [iter(x) for x in self._exrule]:
-            self._genitem(exlist, gen)
-        lastdt = None
-        total = 0
-        heapq.heapify(rlist)
-        heapq.heapify(exlist)
-        while rlist:
-            ritem = rlist[0]
-            if not lastdt or lastdt != ritem.dt:
-                while exlist and exlist[0] < ritem:
-                    exitem = exlist[0]
-                    advance_iterator(exitem)
-                    if exlist and exlist[0] is exitem:
-                        heapq.heapreplace(exlist, exitem)
-                if not exlist or ritem != exlist[0]:
-                    total += 1
-                    yield ritem.dt
-                lastdt = ritem.dt
-            advance_iterator(ritem)
-            if rlist and rlist[0] is ritem:
-                heapq.heapreplace(rlist, ritem)
-        self._len = total
-
-
-
-
-class _rrulestr(object):
-    """ Parses a string representation of a recurrence rule or set of
-    recurrence rules.
-
-    :param s:
-        Required, a string defining one or more recurrence rules.
-
-    :param dtstart:
-        If given, used as the default recurrence start if not specified in the
-        rule string.
-
-    :param cache:
-        If set ``True`` caching of results will be enabled, improving
-        performance of multiple queries considerably.
-
-    :param unfold:
-        If set ``True`` indicates that a rule string is split over more
-        than one line and should be joined before processing.
-
-    :param forceset:
-        If set ``True`` forces a :class:`dateutil.rrule.rruleset` to
-        be returned.
-
-    :param compatible:
-        If set ``True`` forces ``unfold`` and ``forceset`` to be ``True``.
-
-    :param ignoretz:
-        If set ``True``, time zones in parsed strings are ignored and a naive
-        :class:`datetime.datetime` object is returned.
-
-    :param tzids:
-        If given, a callable or mapping used to retrieve a
-        :class:`datetime.tzinfo` from a string representation.
-        Defaults to :func:`dateutil.tz.gettz`.
-
-    :param tzinfos:
-        Additional time zone names / aliases which may be present in a string
-        representation.  See :func:`dateutil.parser.parse` for more
-        information.
-
-    :return:
-        Returns a :class:`dateutil.rrule.rruleset` or
-        :class:`dateutil.rrule.rrule`
-    """
-
-    _freq_map = {"YEARLY": YEARLY,
-                 "MONTHLY": MONTHLY,
-                 "WEEKLY": WEEKLY,
-                 "DAILY": DAILY,
-                 "HOURLY": HOURLY,
-                 "MINUTELY": MINUTELY,
-                 "SECONDLY": SECONDLY}
-
-    _weekday_map = {"MO": 0, "TU": 1, "WE": 2, "TH": 3,
-                    "FR": 4, "SA": 5, "SU": 6}
-
-    def _handle_int(self, rrkwargs, name, value, **kwargs):
-        rrkwargs[name.lower()] = int(value)
-
-    def _handle_int_list(self, rrkwargs, name, value, **kwargs):
-        rrkwargs[name.lower()] = [int(x) for x in value.split(',')]
-
-    _handle_INTERVAL = _handle_int
-    _handle_COUNT = _handle_int
-    _handle_BYSETPOS = _handle_int_list
-    _handle_BYMONTH = _handle_int_list
-    _handle_BYMONTHDAY = _handle_int_list
-    _handle_BYYEARDAY = _handle_int_list
-    _handle_BYEASTER = _handle_int_list
-    _handle_BYWEEKNO = _handle_int_list
-    _handle_BYHOUR = _handle_int_list
-    _handle_BYMINUTE = _handle_int_list
-    _handle_BYSECOND = _handle_int_list
-
-    def _handle_FREQ(self, rrkwargs, name, value, **kwargs):
-        rrkwargs["freq"] = self._freq_map[value]
-
-    def _handle_UNTIL(self, rrkwargs, name, value, **kwargs):
-        global parser
-        if not parser:
-            from dateutil import parser
-        try:
-            rrkwargs["until"] = parser.parse(value,
-                                             ignoretz=kwargs.get("ignoretz"),
-                                             tzinfos=kwargs.get("tzinfos"))
-        except ValueError:
-            raise ValueError("invalid until date")
-
-    def _handle_WKST(self, rrkwargs, name, value, **kwargs):
-        rrkwargs["wkst"] = self._weekday_map[value]
-
-    def _handle_BYWEEKDAY(self, rrkwargs, name, value, **kwargs):
-        """
-        Two ways to specify this: +1MO or MO(+1)
-        """
-        l = []
-        for wday in value.split(','):
-            if '(' in wday:
-                # If it's of the form TH(+1), etc.
-                splt = wday.split('(')
-                w = splt[0]
-                n = int(splt[1][:-1])
-            elif len(wday):
-                # If it's of the form +1MO
-                for i in range(len(wday)):
-                    if wday[i] not in '+-0123456789':
-                        break
-                n = wday[:i] or None
-                w = wday[i:]
-                if n:
-                    n = int(n)
-            else:
-                raise ValueError("Invalid (empty) BYDAY specification.")
-
-            l.append(weekdays[self._weekday_map[w]](n))
-        rrkwargs["byweekday"] = l
-
-    _handle_BYDAY = _handle_BYWEEKDAY
-
-    def _parse_rfc_rrule(self, line,
-                         dtstart=None,
-                         cache=False,
-                         ignoretz=False,
-                         tzinfos=None):
-        if line.find(':') != -1:
-            name, value = line.split(':')
-            if name != "RRULE":
-                raise ValueError("unknown parameter name")
-        else:
-            value = line
-        rrkwargs = {}
-        for pair in value.split(';'):
-            name, value = pair.split('=')
-            name = name.upper()
-            value = value.upper()
-            try:
-                getattr(self, "_handle_"+name)(rrkwargs, name, value,
-                                               ignoretz=ignoretz,
-                                               tzinfos=tzinfos)
-            except AttributeError:
-                raise ValueError("unknown parameter '%s'" % name)
-            except (KeyError, ValueError):
-                raise ValueError("invalid '%s': %s" % (name, value))
-        return rrule(dtstart=dtstart, cache=cache, **rrkwargs)
-
-    def _parse_date_value(self, date_value, parms, rule_tzids,
-                          ignoretz, tzids, tzinfos):
-        global parser
-        if not parser:
-            from dateutil import parser
-
-        datevals = []
-        value_found = False
-        TZID = None
-
-        for parm in parms:
-            if parm.startswith("TZID="):
-                try:
-                    tzkey = rule_tzids[parm.split('TZID=')[-1]]
-                except KeyError:
-                    continue
-                if tzids is None:
-                    from . import tz
-                    tzlookup = tz.gettz
-                elif callable(tzids):
-                    tzlookup = tzids
-                else:
-                    tzlookup = getattr(tzids, 'get', None)
-                    if tzlookup is None:
-                        msg = ('tzids must be a callable, mapping, or None, '
-                               'not %s' % tzids)
-                        raise ValueError(msg)
-
-                TZID = tzlookup(tzkey)
-                continue
-
-            # RFC 5445 3.8.2.4: The VALUE parameter is optional, but may be found
-            # only once.
-            if parm not in {"VALUE=DATE-TIME", "VALUE=DATE"}:
-                raise ValueError("unsupported parm: " + parm)
-            else:
-                if value_found:
-                    msg = ("Duplicate value parameter found in: " + parm)
-                    raise ValueError(msg)
-                value_found = True
-
-        for datestr in date_value.split(','):
-            date = parser.parse(datestr, ignoretz=ignoretz, tzinfos=tzinfos)
-            if TZID is not None:
-                if date.tzinfo is None:
-                    date = date.replace(tzinfo=TZID)
-                else:
-                    raise ValueError('DTSTART/EXDATE specifies multiple timezone')
-            datevals.append(date)
-
-        return datevals
-
-    def _parse_rfc(self, s,
-                   dtstart=None,
-                   cache=False,
-                   unfold=False,
-                   forceset=False,
-                   compatible=False,
-                   ignoretz=False,
-                   tzids=None,
-                   tzinfos=None):
-        global parser
-        if compatible:
-            forceset = True
-            unfold = True
-
-        TZID_NAMES = dict(map(
-            lambda x: (x.upper(), x),
-            re.findall('TZID=(?P<name>[^:]+):', s)
-        ))
-        s = s.upper()
-        if not s.strip():
-            raise ValueError("empty string")
-        if unfold:
-            lines = s.splitlines()
-            i = 0
-            while i < len(lines):
-                line = lines[i].rstrip()
-                if not line:
-                    del lines[i]
-                elif i > 0 and line[0] == " ":
-                    lines[i-1] += line[1:]
-                    del lines[i]
-                else:
-                    i += 1
-        else:
-            lines = s.split()
-        if (not forceset and len(lines) == 1 and (s.find(':') == -1 or
-                                                  s.startswith('RRULE:'))):
-            return self._parse_rfc_rrule(lines[0], cache=cache,
-                                         dtstart=dtstart, ignoretz=ignoretz,
-                                         tzinfos=tzinfos)
-        else:
-            rrulevals = []
-            rdatevals = []
-            exrulevals = []
-            exdatevals = []
-            for line in lines:
-                if not line:
-                    continue
-                if line.find(':') == -1:
-                    name = "RRULE"
-                    value = line
-                else:
-                    name, value = line.split(':', 1)
-                parms = name.split(';')
-                if not parms:
-                    raise ValueError("empty property name")
-                name = parms[0]
-                parms = parms[1:]
-                if name == "RRULE":
-                    for parm in parms:
-                        raise ValueError("unsupported RRULE parm: "+parm)
-                    rrulevals.append(value)
-                elif name == "RDATE":
-                    for parm in parms:
-                        if parm != "VALUE=DATE-TIME":
-                            raise ValueError("unsupported RDATE parm: "+parm)
-                    rdatevals.append(value)
-                elif name == "EXRULE":
-                    for parm in parms:
-                        raise ValueError("unsupported EXRULE parm: "+parm)
-                    exrulevals.append(value)
-                elif name == "EXDATE":
-                    exdatevals.extend(
-                        self._parse_date_value(value, parms,
-                                               TZID_NAMES, ignoretz,
-                                               tzids, tzinfos)
-                    )
-                elif name == "DTSTART":
-                    dtvals = self._parse_date_value(value, parms, TZID_NAMES,
-                                                    ignoretz, tzids, tzinfos)
-                    if len(dtvals) != 1:
-                        raise ValueError("Multiple DTSTART values specified:" +
-                                         value)
-                    dtstart = dtvals[0]
-                else:
-                    raise ValueError("unsupported property: "+name)
-            if (forceset or len(rrulevals) > 1 or rdatevals
-                    or exrulevals or exdatevals):
-                if not parser and (rdatevals or exdatevals):
-                    from dateutil import parser
-                rset = rruleset(cache=cache)
-                for value in rrulevals:
-                    rset.rrule(self._parse_rfc_rrule(value, dtstart=dtstart,
-                                                     ignoretz=ignoretz,
-                                                     tzinfos=tzinfos))
-                for value in rdatevals:
-                    for datestr in value.split(','):
-                        rset.rdate(parser.parse(datestr,
-                                                ignoretz=ignoretz,
-                                                tzinfos=tzinfos))
-                for value in exrulevals:
-                    rset.exrule(self._parse_rfc_rrule(value, dtstart=dtstart,
-                                                      ignoretz=ignoretz,
-                                                      tzinfos=tzinfos))
-                for value in exdatevals:
-                    rset.exdate(value)
-                if compatible and dtstart:
-                    rset.rdate(dtstart)
-                return rset
-            else:
-                return self._parse_rfc_rrule(rrulevals[0],
-                                             dtstart=dtstart,
-                                             cache=cache,
-                                             ignoretz=ignoretz,
-                                             tzinfos=tzinfos)
-
-    def __call__(self, s, **kwargs):
-        return self._parse_rfc(s, **kwargs)
-
-
-rrulestr = _rrulestr()
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/__init__.py
deleted file mode 100644
index af1352c47..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/__init__.py
+++ /dev/null
@@ -1,12 +0,0 @@
-# -*- coding: utf-8 -*-
-from .tz import *
-from .tz import __doc__
-
-__all__ = ["tzutc", "tzoffset", "tzlocal", "tzfile", "tzrange",
-           "tzstr", "tzical", "tzwin", "tzwinlocal", "gettz",
-           "enfold", "datetime_ambiguous", "datetime_exists",
-           "resolve_imaginary", "UTC", "DeprecatedTzFormatWarning"]
-
-
-class DeprecatedTzFormatWarning(Warning):
-    """Warning raised when time zones are parsed from deprecated formats."""
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_common.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_common.py
deleted file mode 100644
index e6ac11831..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_common.py
+++ /dev/null
@@ -1,419 +0,0 @@
-from six import PY2
-
-from functools import wraps
-
-from datetime import datetime, timedelta, tzinfo
-
-
-ZERO = timedelta(0)
-
-__all__ = ['tzname_in_python2', 'enfold']
-
-
-def tzname_in_python2(namefunc):
-    """Change unicode output into bytestrings in Python 2
-
-    tzname() API changed in Python 3. It used to return bytes, but was changed
-    to unicode strings
-    """
-    if PY2:
-        @wraps(namefunc)
-        def adjust_encoding(*args, **kwargs):
-            name = namefunc(*args, **kwargs)
-            if name is not None:
-                name = name.encode()
-
-            return name
-
-        return adjust_encoding
-    else:
-        return namefunc
-
-
-# The following is adapted from Alexander Belopolsky's tz library
-# https://github.com/abalkin/tz
-if hasattr(datetime, 'fold'):
-    # This is the pre-python 3.6 fold situation
-    def enfold(dt, fold=1):
-        """
-        Provides a unified interface for assigning the ``fold`` attribute to
-        datetimes both before and after the implementation of PEP-495.
-
-        :param fold:
-            The value for the ``fold`` attribute in the returned datetime. This
-            should be either 0 or 1.
-
-        :return:
-            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
-            ``fold`` for all versions of Python. In versions prior to
-            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
-            subclass of :py:class:`datetime.datetime` with the ``fold``
-            attribute added, if ``fold`` is 1.
-
-        .. versionadded:: 2.6.0
-        """
-        return dt.replace(fold=fold)
-
-else:
-    class _DatetimeWithFold(datetime):
-        """
-        This is a class designed to provide a PEP 495-compliant interface for
-        Python versions before 3.6. It is used only for dates in a fold, so
-        the ``fold`` attribute is fixed at ``1``.
-
-        .. versionadded:: 2.6.0
-        """
-        __slots__ = ()
-
-        def replace(self, *args, **kwargs):
-            """
-            Return a datetime with the same attributes, except for those
-            attributes given new values by whichever keyword arguments are
-            specified. Note that tzinfo=None can be specified to create a naive
-            datetime from an aware datetime with no conversion of date and time
-            data.
-
-            This is reimplemented in ``_DatetimeWithFold`` because pypy3 will
-            return a ``datetime.datetime`` even if ``fold`` is unchanged.
-            """
-            argnames = (
-                'year', 'month', 'day', 'hour', 'minute', 'second',
-                'microsecond', 'tzinfo'
-            )
-
-            for arg, argname in zip(args, argnames):
-                if argname in kwargs:
-                    raise TypeError('Duplicate argument: {}'.format(argname))
-
-                kwargs[argname] = arg
-
-            for argname in argnames:
-                if argname not in kwargs:
-                    kwargs[argname] = getattr(self, argname)
-
-            dt_class = self.__class__ if kwargs.get('fold', 1) else datetime
-
-            return dt_class(**kwargs)
-
-        @property
-        def fold(self):
-            return 1
-
-    def enfold(dt, fold=1):
-        """
-        Provides a unified interface for assigning the ``fold`` attribute to
-        datetimes both before and after the implementation of PEP-495.
-
-        :param fold:
-            The value for the ``fold`` attribute in the returned datetime. This
-            should be either 0 or 1.
-
-        :return:
-            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
-            ``fold`` for all versions of Python. In versions prior to
-            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
-            subclass of :py:class:`datetime.datetime` with the ``fold``
-            attribute added, if ``fold`` is 1.
-
-        .. versionadded:: 2.6.0
-        """
-        if getattr(dt, 'fold', 0) == fold:
-            return dt
-
-        args = dt.timetuple()[:6]
-        args += (dt.microsecond, dt.tzinfo)
-
-        if fold:
-            return _DatetimeWithFold(*args)
-        else:
-            return datetime(*args)
-
-
-def _validate_fromutc_inputs(f):
-    """
-    The CPython version of ``fromutc`` checks that the input is a ``datetime``
-    object and that ``self`` is attached as its ``tzinfo``.
-    """
-    @wraps(f)
-    def fromutc(self, dt):
-        if not isinstance(dt, datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        return f(self, dt)
-
-    return fromutc
-
-
-class _tzinfo(tzinfo):
-    """
-    Base class for all ``dateutil`` ``tzinfo`` objects.
-    """
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-
-        dt = dt.replace(tzinfo=self)
-
-        wall_0 = enfold(dt, fold=0)
-        wall_1 = enfold(dt, fold=1)
-
-        same_offset = wall_0.utcoffset() == wall_1.utcoffset()
-        same_dt = wall_0.replace(tzinfo=None) == wall_1.replace(tzinfo=None)
-
-        return same_dt and not same_offset
-
-    def _fold_status(self, dt_utc, dt_wall):
-        """
-        Determine the fold status of a "wall" datetime, given a representation
-        of the same datetime as a (naive) UTC datetime. This is calculated based
-        on the assumption that ``dt.utcoffset() - dt.dst()`` is constant for all
-        datetimes, and that this offset is the actual number of hours separating
-        ``dt_utc`` and ``dt_wall``.
-
-        :param dt_utc:
-            Representation of the datetime as UTC
-
-        :param dt_wall:
-            Representation of the datetime as "wall time". This parameter must
-            either have a `fold` attribute or have a fold-naive
-            :class:`datetime.tzinfo` attached, otherwise the calculation may
-            fail.
-        """
-        if self.is_ambiguous(dt_wall):
-            delta_wall = dt_wall - dt_utc
-            _fold = int(delta_wall == (dt_utc.utcoffset() - dt_utc.dst()))
-        else:
-            _fold = 0
-
-        return _fold
-
-    def _fold(self, dt):
-        return getattr(dt, 'fold', 0)
-
-    def _fromutc(self, dt):
-        """
-        Given a timezone-aware datetime in a given timezone, calculates a
-        timezone-aware datetime in a new timezone.
-
-        Since this is the one time that we *know* we have an unambiguous
-        datetime object, we take this opportunity to determine whether the
-        datetime is ambiguous and in a "fold" state (e.g. if it's the first
-        occurrence, chronologically, of the ambiguous datetime).
-
-        :param dt:
-            A timezone-aware :class:`datetime.datetime` object.
-        """
-
-        # Re-implement the algorithm from Python's datetime.py
-        dtoff = dt.utcoffset()
-        if dtoff is None:
-            raise ValueError("fromutc() requires a non-None utcoffset() "
-                             "result")
-
-        # The original datetime.py code assumes that `dst()` defaults to
-        # zero during ambiguous times. PEP 495 inverts this presumption, so
-        # for pre-PEP 495 versions of python, we need to tweak the algorithm.
-        dtdst = dt.dst()
-        if dtdst is None:
-            raise ValueError("fromutc() requires a non-None dst() result")
-        delta = dtoff - dtdst
-
-        dt += delta
-        # Set fold=1 so we can default to being in the fold for
-        # ambiguous dates.
-        dtdst = enfold(dt, fold=1).dst()
-        if dtdst is None:
-            raise ValueError("fromutc(): dt.dst gave inconsistent "
-                             "results; cannot convert")
-        return dt + dtdst
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        """
-        Given a timezone-aware datetime in a given timezone, calculates a
-        timezone-aware datetime in a new timezone.
-
-        Since this is the one time that we *know* we have an unambiguous
-        datetime object, we take this opportunity to determine whether the
-        datetime is ambiguous and in a "fold" state (e.g. if it's the first
-        occurrence, chronologically, of the ambiguous datetime).
-
-        :param dt:
-            A timezone-aware :class:`datetime.datetime` object.
-        """
-        dt_wall = self._fromutc(dt)
-
-        # Calculate the fold status given the two datetimes.
-        _fold = self._fold_status(dt, dt_wall)
-
-        # Set the default fold value for ambiguous dates
-        return enfold(dt_wall, fold=_fold)
-
-
-class tzrangebase(_tzinfo):
-    """
-    This is an abstract base class for time zones represented by an annual
-    transition into and out of DST. Child classes should implement the following
-    methods:
-
-        * ``__init__(self, *args, **kwargs)``
-        * ``transitions(self, year)`` - this is expected to return a tuple of
-          datetimes representing the DST on and off transitions in standard
-          time.
-
-    A fully initialized ``tzrangebase`` subclass should also provide the
-    following attributes:
-        * ``hasdst``: Boolean whether or not the zone uses DST.
-        * ``_dst_offset`` / ``_std_offset``: :class:`datetime.timedelta` objects
-          representing the respective UTC offsets.
-        * ``_dst_abbr`` / ``_std_abbr``: Strings representing the timezone short
-          abbreviations in DST and STD, respectively.
-        * ``_hasdst``: Whether or not the zone has DST.
-
-    .. versionadded:: 2.6.0
-    """
-    def __init__(self):
-        raise NotImplementedError('tzrangebase is an abstract base class')
-
-    def utcoffset(self, dt):
-        isdst = self._isdst(dt)
-
-        if isdst is None:
-            return None
-        elif isdst:
-            return self._dst_offset
-        else:
-            return self._std_offset
-
-    def dst(self, dt):
-        isdst = self._isdst(dt)
-
-        if isdst is None:
-            return None
-        elif isdst:
-            return self._dst_base_offset
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        if self._isdst(dt):
-            return self._dst_abbr
-        else:
-            return self._std_abbr
-
-    def fromutc(self, dt):
-        """ Given a datetime in UTC, return local time """
-        if not isinstance(dt, datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        # Get transitions - if there are none, fixed offset
-        transitions = self.transitions(dt.year)
-        if transitions is None:
-            return dt + self.utcoffset(dt)
-
-        # Get the transition times in UTC
-        dston, dstoff = transitions
-
-        dston -= self._std_offset
-        dstoff -= self._std_offset
-
-        utc_transitions = (dston, dstoff)
-        dt_utc = dt.replace(tzinfo=None)
-
-        isdst = self._naive_isdst(dt_utc, utc_transitions)
-
-        if isdst:
-            dt_wall = dt + self._dst_offset
-        else:
-            dt_wall = dt + self._std_offset
-
-        _fold = int(not isdst and self.is_ambiguous(dt_wall))
-
-        return enfold(dt_wall, fold=_fold)
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        if not self.hasdst:
-            return False
-
-        start, end = self.transitions(dt.year)
-
-        dt = dt.replace(tzinfo=None)
-        return (end <= dt < end + self._dst_base_offset)
-
-    def _isdst(self, dt):
-        if not self.hasdst:
-            return False
-        elif dt is None:
-            return None
-
-        transitions = self.transitions(dt.year)
-
-        if transitions is None:
-            return False
-
-        dt = dt.replace(tzinfo=None)
-
-        isdst = self._naive_isdst(dt, transitions)
-
-        # Handle ambiguous dates
-        if not isdst and self.is_ambiguous(dt):
-            return not self._fold(dt)
-        else:
-            return isdst
-
-    def _naive_isdst(self, dt, transitions):
-        dston, dstoff = transitions
-
-        dt = dt.replace(tzinfo=None)
-
-        if dston < dstoff:
-            isdst = dston <= dt < dstoff
-        else:
-            isdst = not dstoff <= dt < dston
-
-        return isdst
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_offset - self._std_offset
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(...)" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_factories.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_factories.py
deleted file mode 100644
index f8a65891a..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/_factories.py
+++ /dev/null
@@ -1,80 +0,0 @@
-from datetime import timedelta
-import weakref
-from collections import OrderedDict
-
-from six.moves import _thread
-
-
-class _TzSingleton(type):
-    def __init__(cls, *args, **kwargs):
-        cls.__instance = None
-        super(_TzSingleton, cls).__init__(*args, **kwargs)
-
-    def __call__(cls):
-        if cls.__instance is None:
-            cls.__instance = super(_TzSingleton, cls).__call__()
-        return cls.__instance
-
-
-class _TzFactory(type):
-    def instance(cls, *args, **kwargs):
-        """Alternate constructor that returns a fresh instance"""
-        return type.__call__(cls, *args, **kwargs)
-
-
-class _TzOffsetFactory(_TzFactory):
-    def __init__(cls, *args, **kwargs):
-        cls.__instances = weakref.WeakValueDictionary()
-        cls.__strong_cache = OrderedDict()
-        cls.__strong_cache_size = 8
-
-        cls._cache_lock = _thread.allocate_lock()
-
-    def __call__(cls, name, offset):
-        if isinstance(offset, timedelta):
-            key = (name, offset.total_seconds())
-        else:
-            key = (name, offset)
-
-        instance = cls.__instances.get(key, None)
-        if instance is None:
-            instance = cls.__instances.setdefault(key,
-                                                  cls.instance(name, offset))
-
-        # This lock may not be necessary in Python 3. See GH issue #901
-        with cls._cache_lock:
-            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
-
-            # Remove an item if the strong cache is overpopulated
-            if len(cls.__strong_cache) > cls.__strong_cache_size:
-                cls.__strong_cache.popitem(last=False)
-
-        return instance
-
-
-class _TzStrFactory(_TzFactory):
-    def __init__(cls, *args, **kwargs):
-        cls.__instances = weakref.WeakValueDictionary()
-        cls.__strong_cache = OrderedDict()
-        cls.__strong_cache_size = 8
-
-        cls.__cache_lock = _thread.allocate_lock()
-
-    def __call__(cls, s, posix_offset=False):
-        key = (s, posix_offset)
-        instance = cls.__instances.get(key, None)
-
-        if instance is None:
-            instance = cls.__instances.setdefault(key,
-                cls.instance(s, posix_offset))
-
-        # This lock may not be necessary in Python 3. See GH issue #901
-        with cls.__cache_lock:
-            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
-
-            # Remove an item if the strong cache is overpopulated
-            if len(cls.__strong_cache) > cls.__strong_cache_size:
-                cls.__strong_cache.popitem(last=False)
-
-        return instance
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/tz.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/tz.py
deleted file mode 100644
index 617591446..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/tz.py
+++ /dev/null
@@ -1,1849 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers timezone implementations subclassing the abstract
-:py:class:`datetime.tzinfo` type. There are classes to handle tzfile format
-files (usually are in :file:`/etc/localtime`, :file:`/usr/share/zoneinfo`,
-etc), TZ environment string (in all known formats), given ranges (with help
-from relative deltas), local machine timezone, fixed offset timezone, and UTC
-timezone.
-"""
-import datetime
-import struct
-import time
-import sys
-import os
-import bisect
-import weakref
-from collections import OrderedDict
-
-import six
-from six import string_types
-from six.moves import _thread
-from ._common import tzname_in_python2, _tzinfo
-from ._common import tzrangebase, enfold
-from ._common import _validate_fromutc_inputs
-
-from ._factories import _TzSingleton, _TzOffsetFactory
-from ._factories import _TzStrFactory
-try:
-    from .win import tzwin, tzwinlocal
-except ImportError:
-    tzwin = tzwinlocal = None
-
-# For warning about rounding tzinfo
-from warnings import warn
-
-ZERO = datetime.timedelta(0)
-EPOCH = datetime.datetime(1970, 1, 1, 0, 0)
-EPOCHORDINAL = EPOCH.toordinal()
-
-
-@six.add_metaclass(_TzSingleton)
-class tzutc(datetime.tzinfo):
-    """
-    This is a tzinfo object that represents the UTC time zone.
-
-    **Examples:**
-
-    .. doctest::
-
-        >>> from datetime import *
-        >>> from dateutil.tz import *
-
-        >>> datetime.now()
-        datetime.datetime(2003, 9, 27, 9, 40, 1, 521290)
-
-        >>> datetime.now(tzutc())
-        datetime.datetime(2003, 9, 27, 12, 40, 12, 156379, tzinfo=tzutc())
-
-        >>> datetime.now(tzutc()).tzname()
-        'UTC'
-
-    .. versionchanged:: 2.7.0
-        ``tzutc()`` is now a singleton, so the result of ``tzutc()`` will
-        always return the same object.
-
-        .. doctest::
-
-            >>> from dateutil.tz import tzutc, UTC
-            >>> tzutc() is tzutc()
-            True
-            >>> tzutc() is UTC
-            True
-    """
-    def utcoffset(self, dt):
-        return ZERO
-
-    def dst(self, dt):
-        return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return "UTC"
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        return False
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        """
-        Fast track version of fromutc() returns the original ``dt`` object for
-        any valid :py:class:`datetime.datetime` object.
-        """
-        return dt
-
-    def __eq__(self, other):
-        if not isinstance(other, (tzutc, tzoffset)):
-            return NotImplemented
-
-        return (isinstance(other, tzutc) or
-                (isinstance(other, tzoffset) and other._offset == ZERO))
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s()" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
-
-
-#: Convenience constant providing a :class:`tzutc()` instance
-#:
-#: .. versionadded:: 2.7.0
-UTC = tzutc()
-
-
-@six.add_metaclass(_TzOffsetFactory)
-class tzoffset(datetime.tzinfo):
-    """
-    A simple class for representing a fixed offset from UTC.
-
-    :param name:
-        The timezone name, to be returned when ``tzname()`` is called.
-    :param offset:
-        The time zone offset in seconds, or (since version 2.6.0, represented
-        as a :py:class:`datetime.timedelta` object).
-    """
-    def __init__(self, name, offset):
-        self._name = name
-
-        try:
-            # Allow a timedelta
-            offset = offset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        self._offset = datetime.timedelta(seconds=_get_supported_offset(offset))
-
-    def utcoffset(self, dt):
-        return self._offset
-
-    def dst(self, dt):
-        return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._name
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        return dt + self._offset
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        return False
-
-    def __eq__(self, other):
-        if not isinstance(other, tzoffset):
-            return NotImplemented
-
-        return self._offset == other._offset
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(%s, %s)" % (self.__class__.__name__,
-                               repr(self._name),
-                               int(self._offset.total_seconds()))
-
-    __reduce__ = object.__reduce__
-
-
-class tzlocal(_tzinfo):
-    """
-    A :class:`tzinfo` subclass built around the ``time`` timezone functions.
-    """
-    def __init__(self):
-        super(tzlocal, self).__init__()
-
-        self._std_offset = datetime.timedelta(seconds=-time.timezone)
-        if time.daylight:
-            self._dst_offset = datetime.timedelta(seconds=-time.altzone)
-        else:
-            self._dst_offset = self._std_offset
-
-        self._dst_saved = self._dst_offset - self._std_offset
-        self._hasdst = bool(self._dst_saved)
-        self._tznames = tuple(time.tzname)
-
-    def utcoffset(self, dt):
-        if dt is None and self._hasdst:
-            return None
-
-        if self._isdst(dt):
-            return self._dst_offset
-        else:
-            return self._std_offset
-
-    def dst(self, dt):
-        if dt is None and self._hasdst:
-            return None
-
-        if self._isdst(dt):
-            return self._dst_offset - self._std_offset
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._tznames[self._isdst(dt)]
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        naive_dst = self._naive_is_dst(dt)
-        return (not naive_dst and
-                (naive_dst != self._naive_is_dst(dt - self._dst_saved)))
-
-    def _naive_is_dst(self, dt):
-        timestamp = _datetime_to_timestamp(dt)
-        return time.localtime(timestamp + time.timezone).tm_isdst
-
-    def _isdst(self, dt, fold_naive=True):
-        # We can't use mktime here. It is unstable when deciding if
-        # the hour near to a change is DST or not.
-        #
-        # timestamp = time.mktime((dt.year, dt.month, dt.day, dt.hour,
-        #                         dt.minute, dt.second, dt.weekday(), 0, -1))
-        # return time.localtime(timestamp).tm_isdst
-        #
-        # The code above yields the following result:
-        #
-        # >>> import tz, datetime
-        # >>> t = tz.tzlocal()
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRDT'
-        # >>> datetime.datetime(2003,2,16,0,tzinfo=t).tzname()
-        # 'BRST'
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRST'
-        # >>> datetime.datetime(2003,2,15,22,tzinfo=t).tzname()
-        # 'BRDT'
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRDT'
-        #
-        # Here is a more stable implementation:
-        #
-        if not self._hasdst:
-            return False
-
-        # Check for ambiguous times:
-        dstval = self._naive_is_dst(dt)
-        fold = getattr(dt, 'fold', None)
-
-        if self.is_ambiguous(dt):
-            if fold is not None:
-                return not self._fold(dt)
-            else:
-                return True
-
-        return dstval
-
-    def __eq__(self, other):
-        if isinstance(other, tzlocal):
-            return (self._std_offset == other._std_offset and
-                    self._dst_offset == other._dst_offset)
-        elif isinstance(other, tzutc):
-            return (not self._hasdst and
-                    self._tznames[0] in {'UTC', 'GMT'} and
-                    self._std_offset == ZERO)
-        elif isinstance(other, tzoffset):
-            return (not self._hasdst and
-                    self._tznames[0] == other._name and
-                    self._std_offset == other._offset)
-        else:
-            return NotImplemented
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s()" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
-
-
-class _ttinfo(object):
-    __slots__ = ["offset", "delta", "isdst", "abbr",
-                 "isstd", "isgmt", "dstoffset"]
-
-    def __init__(self):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-
-    def __repr__(self):
-        l = []
-        for attr in self.__slots__:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("%s=%s" % (attr, repr(value)))
-        return "%s(%s)" % (self.__class__.__name__, ", ".join(l))
-
-    def __eq__(self, other):
-        if not isinstance(other, _ttinfo):
-            return NotImplemented
-
-        return (self.offset == other.offset and
-                self.delta == other.delta and
-                self.isdst == other.isdst and
-                self.abbr == other.abbr and
-                self.isstd == other.isstd and
-                self.isgmt == other.isgmt and
-                self.dstoffset == other.dstoffset)
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __getstate__(self):
-        state = {}
-        for name in self.__slots__:
-            state[name] = getattr(self, name, None)
-        return state
-
-    def __setstate__(self, state):
-        for name in self.__slots__:
-            if name in state:
-                setattr(self, name, state[name])
-
-
-class _tzfile(object):
-    """
-    Lightweight class for holding the relevant transition and time zone
-    information read from binary tzfiles.
-    """
-    attrs = ['trans_list', 'trans_list_utc', 'trans_idx', 'ttinfo_list',
-             'ttinfo_std', 'ttinfo_dst', 'ttinfo_before', 'ttinfo_first']
-
-    def __init__(self, **kwargs):
-        for attr in self.attrs:
-            setattr(self, attr, kwargs.get(attr, None))
-
-
-class tzfile(_tzinfo):
-    """
-    This is a ``tzinfo`` subclass that allows one to use the ``tzfile(5)``
-    format timezone files to extract current and historical zone information.
-
-    :param fileobj:
-        This can be an opened file stream or a file name that the time zone
-        information can be read from.
-
-    :param filename:
-        This is an optional parameter specifying the source of the time zone
-        information in the event that ``fileobj`` is a file object. If omitted
-        and ``fileobj`` is a file stream, this parameter will be set either to
-        ``fileobj``'s ``name`` attribute or to ``repr(fileobj)``.
-
-    See `Sources for Time Zone and Daylight Saving Time Data
-    <https://data.iana.org/time-zones/tz-link.html>`_ for more information.
-    Time zone files can be compiled from the `IANA Time Zone database files
-    <https://www.iana.org/time-zones>`_ with the `zic time zone compiler
-    <https://www.freebsd.org/cgi/man.cgi?query=zic&sektion=8>`_
-
-    .. note::
-
-        Only construct a ``tzfile`` directly if you have a specific timezone
-        file on disk that you want to read into a Python ``tzinfo`` object.
-        If you want to get a ``tzfile`` representing a specific IANA zone,
-        (e.g. ``'America/New_York'``), you should call
-        :func:`dateutil.tz.gettz` with the zone identifier.
-
-
-    **Examples:**
-
-    Using the US Eastern time zone as an example, we can see that a ``tzfile``
-    provides time zone information for the standard Daylight Saving offsets:
-
-    .. testsetup:: tzfile
-
-        from dateutil.tz import gettz
-        from datetime import datetime
-
-    .. doctest:: tzfile
-
-        >>> NYC = gettz('America/New_York')
-        >>> NYC
-        tzfile('/usr/share/zoneinfo/America/New_York')
-
-        >>> print(datetime(2016, 1, 3, tzinfo=NYC))     # EST
-        2016-01-03 00:00:00-05:00
-
-        >>> print(datetime(2016, 7, 7, tzinfo=NYC))     # EDT
-        2016-07-07 00:00:00-04:00
-
-
-    The ``tzfile`` structure contains a fully history of the time zone,
-    so historical dates will also have the right offsets. For example, before
-    the adoption of the UTC standards, New York used local solar  mean time:
-
-    .. doctest:: tzfile
-
-       >>> print(datetime(1901, 4, 12, tzinfo=NYC))    # LMT
-       1901-04-12 00:00:00-04:56
-
-    And during World War II, New York was on "Eastern War Time", which was a
-    state of permanent daylight saving time:
-
-    .. doctest:: tzfile
-
-        >>> print(datetime(1944, 2, 7, tzinfo=NYC))    # EWT
-        1944-02-07 00:00:00-04:00
-
-    """
-
-    def __init__(self, fileobj, filename=None):
-        super(tzfile, self).__init__()
-
-        file_opened_here = False
-        if isinstance(fileobj, string_types):
-            self._filename = fileobj
-            fileobj = open(fileobj, 'rb')
-            file_opened_here = True
-        elif filename is not None:
-            self._filename = filename
-        elif hasattr(fileobj, "name"):
-            self._filename = fileobj.name
-        else:
-            self._filename = repr(fileobj)
-
-        if fileobj is not None:
-            if not file_opened_here:
-                fileobj = _nullcontext(fileobj)
-
-            with fileobj as file_stream:
-                tzobj = self._read_tzfile(file_stream)
-
-            self._set_tzdata(tzobj)
-
-    def _set_tzdata(self, tzobj):
-        """ Set the time zone data of this object from a _tzfile object """
-        # Copy the relevant attributes over as private attributes
-        for attr in _tzfile.attrs:
-            setattr(self, '_' + attr, getattr(tzobj, attr))
-
-    def _read_tzfile(self, fileobj):
-        out = _tzfile()
-
-        # From tzfile(5):
-        #
-        # The time zone information files used by tzset(3)
-        # begin with the magic characters "TZif" to identify
-        # them as time zone information files, followed by
-        # sixteen bytes reserved for future use, followed by
-        # six four-byte values of type long, written in a
-        # ``standard'' byte order (the high-order  byte
-        # of the value is written first).
-        if fileobj.read(4).decode() != "TZif":
-            raise ValueError("magic not found")
-
-        fileobj.read(16)
-
-        (
-            # The number of UTC/local indicators stored in the file.
-            ttisgmtcnt,
-
-            # The number of standard/wall indicators stored in the file.
-            ttisstdcnt,
-
-            # The number of leap seconds for which data is
-            # stored in the file.
-            leapcnt,
-
-            # The number of "transition times" for which data
-            # is stored in the file.
-            timecnt,
-
-            # The number of "local time types" for which data
-            # is stored in the file (must not be zero).
-            typecnt,
-
-            # The  number  of  characters  of "time zone
-            # abbreviation strings" stored in the file.
-            charcnt,
-
-        ) = struct.unpack(">6l", fileobj.read(24))
-
-        # The above header is followed by tzh_timecnt four-byte
-        # values  of  type long,  sorted  in ascending order.
-        # These values are written in ``standard'' byte order.
-        # Each is used as a transition time (as  returned  by
-        # time(2)) at which the rules for computing local time
-        # change.
-
-        if timecnt:
-            out.trans_list_utc = list(struct.unpack(">%dl" % timecnt,
-                                                    fileobj.read(timecnt*4)))
-        else:
-            out.trans_list_utc = []
-
-        # Next come tzh_timecnt one-byte values of type unsigned
-        # char; each one tells which of the different types of
-        # ``local time'' types described in the file is associated
-        # with the same-indexed transition time. These values
-        # serve as indices into an array of ttinfo structures that
-        # appears next in the file.
-
-        if timecnt:
-            out.trans_idx = struct.unpack(">%dB" % timecnt,
-                                          fileobj.read(timecnt))
-        else:
-            out.trans_idx = []
-
-        # Each ttinfo structure is written as a four-byte value
-        # for tt_gmtoff  of  type long,  in  a  standard  byte
-        # order, followed  by a one-byte value for tt_isdst
-        # and a one-byte  value  for  tt_abbrind.   In  each
-        # structure, tt_gmtoff  gives  the  number  of
-        # seconds to be added to UTC, tt_isdst tells whether
-        # tm_isdst should be set by  localtime(3),  and
-        # tt_abbrind serves  as an index into the array of
-        # time zone abbreviation characters that follow the
-        # ttinfo structure(s) in the file.
-
-        ttinfo = []
-
-        for i in range(typecnt):
-            ttinfo.append(struct.unpack(">lbb", fileobj.read(6)))
-
-        abbr = fileobj.read(charcnt).decode()
-
-        # Then there are tzh_leapcnt pairs of four-byte
-        # values, written in  standard byte  order;  the
-        # first  value  of  each pair gives the time (as
-        # returned by time(2)) at which a leap second
-        # occurs;  the  second  gives the  total  number of
-        # leap seconds to be applied after the given time.
-        # The pairs of values are sorted in ascending order
-        # by time.
-
-        # Not used, for now (but seek for correct file position)
-        if leapcnt:
-            fileobj.seek(leapcnt * 8, os.SEEK_CUR)
-
-        # Then there are tzh_ttisstdcnt standard/wall
-        # indicators, each stored as a one-byte value;
-        # they tell whether the transition times associated
-        # with local time types were specified as standard
-        # time or wall clock time, and are used when
-        # a time zone file is used in handling POSIX-style
-        # time zone environment variables.
-
-        if ttisstdcnt:
-            isstd = struct.unpack(">%db" % ttisstdcnt,
-                                  fileobj.read(ttisstdcnt))
-
-        # Finally, there are tzh_ttisgmtcnt UTC/local
-        # indicators, each stored as a one-byte value;
-        # they tell whether the transition times associated
-        # with local time types were specified as UTC or
-        # local time, and are used when a time zone file
-        # is used in handling POSIX-style time zone envi-
-        # ronment variables.
-
-        if ttisgmtcnt:
-            isgmt = struct.unpack(">%db" % ttisgmtcnt,
-                                  fileobj.read(ttisgmtcnt))
-
-        # Build ttinfo list
-        out.ttinfo_list = []
-        for i in range(typecnt):
-            gmtoff, isdst, abbrind = ttinfo[i]
-            gmtoff = _get_supported_offset(gmtoff)
-            tti = _ttinfo()
-            tti.offset = gmtoff
-            tti.dstoffset = datetime.timedelta(0)
-            tti.delta = datetime.timedelta(seconds=gmtoff)
-            tti.isdst = isdst
-            tti.abbr = abbr[abbrind:abbr.find('\x00', abbrind)]
-            tti.isstd = (ttisstdcnt > i and isstd[i] != 0)
-            tti.isgmt = (ttisgmtcnt > i and isgmt[i] != 0)
-            out.ttinfo_list.append(tti)
-
-        # Replace ttinfo indexes for ttinfo objects.
-        out.trans_idx = [out.ttinfo_list[idx] for idx in out.trans_idx]
-
-        # Set standard, dst, and before ttinfos. before will be
-        # used when a given time is before any transitions,
-        # and will be set to the first non-dst ttinfo, or to
-        # the first dst, if all of them are dst.
-        out.ttinfo_std = None
-        out.ttinfo_dst = None
-        out.ttinfo_before = None
-        if out.ttinfo_list:
-            if not out.trans_list_utc:
-                out.ttinfo_std = out.ttinfo_first = out.ttinfo_list[0]
-            else:
-                for i in range(timecnt-1, -1, -1):
-                    tti = out.trans_idx[i]
-                    if not out.ttinfo_std and not tti.isdst:
-                        out.ttinfo_std = tti
-                    elif not out.ttinfo_dst and tti.isdst:
-                        out.ttinfo_dst = tti
-
-                    if out.ttinfo_std and out.ttinfo_dst:
-                        break
-                else:
-                    if out.ttinfo_dst and not out.ttinfo_std:
-                        out.ttinfo_std = out.ttinfo_dst
-
-                for tti in out.ttinfo_list:
-                    if not tti.isdst:
-                        out.ttinfo_before = tti
-                        break
-                else:
-                    out.ttinfo_before = out.ttinfo_list[0]
-
-        # Now fix transition times to become relative to wall time.
-        #
-        # I'm not sure about this. In my tests, the tz source file
-        # is setup to wall time, and in the binary file isstd and
-        # isgmt are off, so it should be in wall time. OTOH, it's
-        # always in gmt time. Let me know if you have comments
-        # about this.
-        lastdst = None
-        lastoffset = None
-        lastdstoffset = None
-        lastbaseoffset = None
-        out.trans_list = []
-
-        for i, tti in enumerate(out.trans_idx):
-            offset = tti.offset
-            dstoffset = 0
-
-            if lastdst is not None:
-                if tti.isdst:
-                    if not lastdst:
-                        dstoffset = offset - lastoffset
-
-                    if not dstoffset and lastdstoffset:
-                        dstoffset = lastdstoffset
-
-                    tti.dstoffset = datetime.timedelta(seconds=dstoffset)
-                    lastdstoffset = dstoffset
-
-            # If a time zone changes its base offset during a DST transition,
-            # then you need to adjust by the previous base offset to get the
-            # transition time in local time. Otherwise you use the current
-            # base offset. Ideally, I would have some mathematical proof of
-            # why this is true, but I haven't really thought about it enough.
-            baseoffset = offset - dstoffset
-            adjustment = baseoffset
-            if (lastbaseoffset is not None and baseoffset != lastbaseoffset
-                    and tti.isdst != lastdst):
-                # The base DST has changed
-                adjustment = lastbaseoffset
-
-            lastdst = tti.isdst
-            lastoffset = offset
-            lastbaseoffset = baseoffset
-
-            out.trans_list.append(out.trans_list_utc[i] + adjustment)
-
-        out.trans_idx = tuple(out.trans_idx)
-        out.trans_list = tuple(out.trans_list)
-        out.trans_list_utc = tuple(out.trans_list_utc)
-
-        return out
-
-    def _find_last_transition(self, dt, in_utc=False):
-        # If there's no list, there are no transitions to find
-        if not self._trans_list:
-            return None
-
-        timestamp = _datetime_to_timestamp(dt)
-
-        # Find where the timestamp fits in the transition list - if the
-        # timestamp is a transition time, it's part of the "after" period.
-        trans_list = self._trans_list_utc if in_utc else self._trans_list
-        idx = bisect.bisect_right(trans_list, timestamp)
-
-        # We want to know when the previous transition was, so subtract off 1
-        return idx - 1
-
-    def _get_ttinfo(self, idx):
-        # For no list or after the last transition, default to _ttinfo_std
-        if idx is None or (idx + 1) >= len(self._trans_list):
-            return self._ttinfo_std
-
-        # If there is a list and the time is before it, return _ttinfo_before
-        if idx < 0:
-            return self._ttinfo_before
-
-        return self._trans_idx[idx]
-
-    def _find_ttinfo(self, dt):
-        idx = self._resolve_ambiguous_time(dt)
-
-        return self._get_ttinfo(idx)
-
-    def fromutc(self, dt):
-        """
-        The ``tzfile`` implementation of :py:func:`datetime.tzinfo.fromutc`.
-
-        :param dt:
-            A :py:class:`datetime.datetime` object.
-
-        :raises TypeError:
-            Raised if ``dt`` is not a :py:class:`datetime.datetime` object.
-
-        :raises ValueError:
-            Raised if this is called with a ``dt`` which does not have this
-            ``tzinfo`` attached.
-
-        :return:
-            Returns a :py:class:`datetime.datetime` object representing the
-            wall time in ``self``'s time zone.
-        """
-        # These isinstance checks are in datetime.tzinfo, so we'll preserve
-        # them, even if we don't care about duck typing.
-        if not isinstance(dt, datetime.datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        # First treat UTC as wall time and get the transition we're in.
-        idx = self._find_last_transition(dt, in_utc=True)
-        tti = self._get_ttinfo(idx)
-
-        dt_out = dt + datetime.timedelta(seconds=tti.offset)
-
-        fold = self.is_ambiguous(dt_out, idx=idx)
-
-        return enfold(dt_out, fold=int(fold))
-
-    def is_ambiguous(self, dt, idx=None):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        if idx is None:
-            idx = self._find_last_transition(dt)
-
-        # Calculate the difference in offsets from current to previous
-        timestamp = _datetime_to_timestamp(dt)
-        tti = self._get_ttinfo(idx)
-
-        if idx is None or idx <= 0:
-            return False
-
-        od = self._get_ttinfo(idx - 1).offset - tti.offset
-        tt = self._trans_list[idx]          # Transition time
-
-        return timestamp < tt + od
-
-    def _resolve_ambiguous_time(self, dt):
-        idx = self._find_last_transition(dt)
-
-        # If we have no transitions, return the index
-        _fold = self._fold(dt)
-        if idx is None or idx == 0:
-            return idx
-
-        # If it's ambiguous and we're in a fold, shift to a different index.
-        idx_offset = int(not _fold and self.is_ambiguous(dt, idx))
-
-        return idx - idx_offset
-
-    def utcoffset(self, dt):
-        if dt is None:
-            return None
-
-        if not self._ttinfo_std:
-            return ZERO
-
-        return self._find_ttinfo(dt).delta
-
-    def dst(self, dt):
-        if dt is None:
-            return None
-
-        if not self._ttinfo_dst:
-            return ZERO
-
-        tti = self._find_ttinfo(dt)
-
-        if not tti.isdst:
-            return ZERO
-
-        # The documentation says that utcoffset()-dst() must
-        # be constant for every dt.
-        return tti.dstoffset
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        if not self._ttinfo_std or dt is None:
-            return None
-        return self._find_ttinfo(dt).abbr
-
-    def __eq__(self, other):
-        if not isinstance(other, tzfile):
-            return NotImplemented
-        return (self._trans_list == other._trans_list and
-                self._trans_idx == other._trans_idx and
-                self._ttinfo_list == other._ttinfo_list)
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._filename))
-
-    def __reduce__(self):
-        return self.__reduce_ex__(None)
-
-    def __reduce_ex__(self, protocol):
-        return (self.__class__, (None, self._filename), self.__dict__)
-
-
-class tzrange(tzrangebase):
-    """
-    The ``tzrange`` object is a time zone specified by a set of offsets and
-    abbreviations, equivalent to the way the ``TZ`` variable can be specified
-    in POSIX-like systems, but using Python delta objects to specify DST
-    start, end and offsets.
-
-    :param stdabbr:
-        The abbreviation for standard time (e.g. ``'EST'``).
-
-    :param stdoffset:
-        An integer or :class:`datetime.timedelta` object or equivalent
-        specifying the base offset from UTC.
-
-        If unspecified, +00:00 is used.
-
-    :param dstabbr:
-        The abbreviation for DST / "Summer" time (e.g. ``'EDT'``).
-
-        If specified, with no other DST information, DST is assumed to occur
-        and the default behavior or ``dstoffset``, ``start`` and ``end`` is
-        used. If unspecified and no other DST information is specified, it
-        is assumed that this zone has no DST.
-
-        If this is unspecified and other DST information is *is* specified,
-        DST occurs in the zone but the time zone abbreviation is left
-        unchanged.
-
-    :param dstoffset:
-        A an integer or :class:`datetime.timedelta` object or equivalent
-        specifying the UTC offset during DST. If unspecified and any other DST
-        information is specified, it is assumed to be the STD offset +1 hour.
-
-    :param start:
-        A :class:`relativedelta.relativedelta` object or equivalent specifying
-        the time and time of year that daylight savings time starts. To
-        specify, for example, that DST starts at 2AM on the 2nd Sunday in
-        March, pass:
-
-            ``relativedelta(hours=2, month=3, day=1, weekday=SU(+2))``
-
-        If unspecified and any other DST information is specified, the default
-        value is 2 AM on the first Sunday in April.
-
-    :param end:
-        A :class:`relativedelta.relativedelta` object or equivalent
-        representing the time and time of year that daylight savings time
-        ends, with the same specification method as in ``start``. One note is
-        that this should point to the first time in the *standard* zone, so if
-        a transition occurs at 2AM in the DST zone and the clocks are set back
-        1 hour to 1AM, set the ``hours`` parameter to +1.
-
-
-    **Examples:**
-
-    .. testsetup:: tzrange
-
-        from dateutil.tz import tzrange, tzstr
-
-    .. doctest:: tzrange
-
-        >>> tzstr('EST5EDT') == tzrange("EST", -18000, "EDT")
-        True
-
-        >>> from dateutil.relativedelta import *
-        >>> range1 = tzrange("EST", -18000, "EDT")
-        >>> range2 = tzrange("EST", -18000, "EDT", -14400,
-        ...                  relativedelta(hours=+2, month=4, day=1,
-        ...                                weekday=SU(+1)),
-        ...                  relativedelta(hours=+1, month=10, day=31,
-        ...                                weekday=SU(-1)))
-        >>> tzstr('EST5EDT') == range1 == range2
-        True
-
-    """
-    def __init__(self, stdabbr, stdoffset=None,
-                 dstabbr=None, dstoffset=None,
-                 start=None, end=None):
-
-        global relativedelta
-        from dateutil import relativedelta
-
-        self._std_abbr = stdabbr
-        self._dst_abbr = dstabbr
-
-        try:
-            stdoffset = stdoffset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        try:
-            dstoffset = dstoffset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        if stdoffset is not None:
-            self._std_offset = datetime.timedelta(seconds=stdoffset)
-        else:
-            self._std_offset = ZERO
-
-        if dstoffset is not None:
-            self._dst_offset = datetime.timedelta(seconds=dstoffset)
-        elif dstabbr and stdoffset is not None:
-            self._dst_offset = self._std_offset + datetime.timedelta(hours=+1)
-        else:
-            self._dst_offset = ZERO
-
-        if dstabbr and start is None:
-            self._start_delta = relativedelta.relativedelta(
-                hours=+2, month=4, day=1, weekday=relativedelta.SU(+1))
-        else:
-            self._start_delta = start
-
-        if dstabbr and end is None:
-            self._end_delta = relativedelta.relativedelta(
-                hours=+1, month=10, day=31, weekday=relativedelta.SU(-1))
-        else:
-            self._end_delta = end
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = bool(self._start_delta)
-
-    def transitions(self, year):
-        """
-        For a given year, get the DST on and off transition times, expressed
-        always on the standard time side. For zones with no transitions, this
-        function returns ``None``.
-
-        :param year:
-            The year whose transitions you would like to query.
-
-        :return:
-            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
-            ``(dston, dstoff)`` for zones with an annual DST transition, or
-            ``None`` for fixed offset zones.
-        """
-        if not self.hasdst:
-            return None
-
-        base_year = datetime.datetime(year, 1, 1)
-
-        start = base_year + self._start_delta
-        end = base_year + self._end_delta
-
-        return (start, end)
-
-    def __eq__(self, other):
-        if not isinstance(other, tzrange):
-            return NotImplemented
-
-        return (self._std_abbr == other._std_abbr and
-                self._dst_abbr == other._dst_abbr and
-                self._std_offset == other._std_offset and
-                self._dst_offset == other._dst_offset and
-                self._start_delta == other._start_delta and
-                self._end_delta == other._end_delta)
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_base_offset_
-
-
-@six.add_metaclass(_TzStrFactory)
-class tzstr(tzrange):
-    """
-    ``tzstr`` objects are time zone objects specified by a time-zone string as
-    it would be passed to a ``TZ`` variable on POSIX-style systems (see
-    the `GNU C Library: TZ Variable`_ for more details).
-
-    There is one notable exception, which is that POSIX-style time zones use an
-    inverted offset format, so normally ``GMT+3`` would be parsed as an offset
-    3 hours *behind* GMT. The ``tzstr`` time zone object will parse this as an
-    offset 3 hours *ahead* of GMT. If you would like to maintain the POSIX
-    behavior, pass a ``True`` value to ``posix_offset``.
-
-    The :class:`tzrange` object provides the same functionality, but is
-    specified using :class:`relativedelta.relativedelta` objects. rather than
-    strings.
-
-    :param s:
-        A time zone string in ``TZ`` variable format. This can be a
-        :class:`bytes` (2.x: :class:`str`), :class:`str` (2.x:
-        :class:`unicode`) or a stream emitting unicode characters
-        (e.g. :class:`StringIO`).
-
-    :param posix_offset:
-        Optional. If set to ``True``, interpret strings such as ``GMT+3`` or
-        ``UTC+3`` as being 3 hours *behind* UTC rather than ahead, per the
-        POSIX standard.
-
-    .. caution::
-
-        Prior to version 2.7.0, this function also supported time zones
-        in the format:
-
-            * ``EST5EDT,4,0,6,7200,10,0,26,7200,3600``
-            * ``EST5EDT,4,1,0,7200,10,-1,0,7200,3600``
-
-        This format is non-standard and has been deprecated; this function
-        will raise a :class:`DeprecatedTZFormatWarning` until
-        support is removed in a future version.
-
-    .. _`GNU C Library: TZ Variable`:
-        https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
-    """
-    def __init__(self, s, posix_offset=False):
-        global parser
-        from dateutil.parser import _parser as parser
-
-        self._s = s
-
-        res = parser._parsetz(s)
-        if res is None or res.any_unused_tokens:
-            raise ValueError("unknown string format")
-
-        # Here we break the compatibility with the TZ variable handling.
-        # GMT-3 actually *means* the timezone -3.
-        if res.stdabbr in ("GMT", "UTC") and not posix_offset:
-            res.stdoffset *= -1
-
-        # We must initialize it first, since _delta() needs
-        # _std_offset and _dst_offset set. Use False in start/end
-        # to avoid building it two times.
-        tzrange.__init__(self, res.stdabbr, res.stdoffset,
-                         res.dstabbr, res.dstoffset,
-                         start=False, end=False)
-
-        if not res.dstabbr:
-            self._start_delta = None
-            self._end_delta = None
-        else:
-            self._start_delta = self._delta(res.start)
-            if self._start_delta:
-                self._end_delta = self._delta(res.end, isend=1)
-
-        self.hasdst = bool(self._start_delta)
-
-    def _delta(self, x, isend=0):
-        from dateutil import relativedelta
-        kwargs = {}
-        if x.month is not None:
-            kwargs["month"] = x.month
-            if x.weekday is not None:
-                kwargs["weekday"] = relativedelta.weekday(x.weekday, x.week)
-                if x.week > 0:
-                    kwargs["day"] = 1
-                else:
-                    kwargs["day"] = 31
-            elif x.day:
-                kwargs["day"] = x.day
-        elif x.yday is not None:
-            kwargs["yearday"] = x.yday
-        elif x.jyday is not None:
-            kwargs["nlyearday"] = x.jyday
-        if not kwargs:
-            # Default is to start on first sunday of april, and end
-            # on last sunday of october.
-            if not isend:
-                kwargs["month"] = 4
-                kwargs["day"] = 1
-                kwargs["weekday"] = relativedelta.SU(+1)
-            else:
-                kwargs["month"] = 10
-                kwargs["day"] = 31
-                kwargs["weekday"] = relativedelta.SU(-1)
-        if x.time is not None:
-            kwargs["seconds"] = x.time
-        else:
-            # Default is 2AM.
-            kwargs["seconds"] = 7200
-        if isend:
-            # Convert to standard time, to follow the documented way
-            # of working with the extra hour. See the documentation
-            # of the tzinfo class.
-            delta = self._dst_offset - self._std_offset
-            kwargs["seconds"] -= delta.seconds + delta.days * 86400
-        return relativedelta.relativedelta(**kwargs)
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
-
-
-class _tzicalvtzcomp(object):
-    def __init__(self, tzoffsetfrom, tzoffsetto, isdst,
-                 tzname=None, rrule=None):
-        self.tzoffsetfrom = datetime.timedelta(seconds=tzoffsetfrom)
-        self.tzoffsetto = datetime.timedelta(seconds=tzoffsetto)
-        self.tzoffsetdiff = self.tzoffsetto - self.tzoffsetfrom
-        self.isdst = isdst
-        self.tzname = tzname
-        self.rrule = rrule
-
-
-class _tzicalvtz(_tzinfo):
-    def __init__(self, tzid, comps=[]):
-        super(_tzicalvtz, self).__init__()
-
-        self._tzid = tzid
-        self._comps = comps
-        self._cachedate = []
-        self._cachecomp = []
-        self._cache_lock = _thread.allocate_lock()
-
-    def _find_comp(self, dt):
-        if len(self._comps) == 1:
-            return self._comps[0]
-
-        dt = dt.replace(tzinfo=None)
-
-        try:
-            with self._cache_lock:
-                return self._cachecomp[self._cachedate.index(
-                    (dt, self._fold(dt)))]
-        except ValueError:
-            pass
-
-        lastcompdt = None
-        lastcomp = None
-
-        for comp in self._comps:
-            compdt = self._find_compdt(comp, dt)
-
-            if compdt and (not lastcompdt or lastcompdt < compdt):
-                lastcompdt = compdt
-                lastcomp = comp
-
-        if not lastcomp:
-            # RFC says nothing about what to do when a given
-            # time is before the first onset date. We'll look for the
-            # first standard component, or the first component, if
-            # none is found.
-            for comp in self._comps:
-                if not comp.isdst:
-                    lastcomp = comp
-                    break
-            else:
-                lastcomp = comp[0]
-
-        with self._cache_lock:
-            self._cachedate.insert(0, (dt, self._fold(dt)))
-            self._cachecomp.insert(0, lastcomp)
-
-            if len(self._cachedate) > 10:
-                self._cachedate.pop()
-                self._cachecomp.pop()
-
-        return lastcomp
-
-    def _find_compdt(self, comp, dt):
-        if comp.tzoffsetdiff < ZERO and self._fold(dt):
-            dt -= comp.tzoffsetdiff
-
-        compdt = comp.rrule.before(dt, inc=True)
-
-        return compdt
-
-    def utcoffset(self, dt):
-        if dt is None:
-            return None
-
-        return self._find_comp(dt).tzoffsetto
-
-    def dst(self, dt):
-        comp = self._find_comp(dt)
-        if comp.isdst:
-            return comp.tzoffsetdiff
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._find_comp(dt).tzname
-
-    def __repr__(self):
-        return "<tzicalvtz %s>" % repr(self._tzid)
-
-    __reduce__ = object.__reduce__
-
-
-class tzical(object):
-    """
-    This object is designed to parse an iCalendar-style ``VTIMEZONE`` structure
-    as set out in `RFC 5545`_ Section 4.6.5 into one or more `tzinfo` objects.
-
-    :param `fileobj`:
-        A file or stream in iCalendar format, which should be UTF-8 encoded
-        with CRLF endings.
-
-    .. _`RFC 5545`: https://tools.ietf.org/html/rfc5545
-    """
-    def __init__(self, fileobj):
-        global rrule
-        from dateutil import rrule
-
-        if isinstance(fileobj, string_types):
-            self._s = fileobj
-            # ical should be encoded in UTF-8 with CRLF
-            fileobj = open(fileobj, 'r')
-        else:
-            self._s = getattr(fileobj, 'name', repr(fileobj))
-            fileobj = _nullcontext(fileobj)
-
-        self._vtz = {}
-
-        with fileobj as fobj:
-            self._parse_rfc(fobj.read())
-
-    def keys(self):
-        """
-        Retrieves the available time zones as a list.
-        """
-        return list(self._vtz.keys())
-
-    def get(self, tzid=None):
-        """
-        Retrieve a :py:class:`datetime.tzinfo` object by its ``tzid``.
-
-        :param tzid:
-            If there is exactly one time zone available, omitting ``tzid``
-            or passing :py:const:`None` value returns it. Otherwise a valid
-            key (which can be retrieved from :func:`keys`) is required.
-
-        :raises ValueError:
-            Raised if ``tzid`` is not specified but there are either more
-            or fewer than 1 zone defined.
-
-        :returns:
-            Returns either a :py:class:`datetime.tzinfo` object representing
-            the relevant time zone or :py:const:`None` if the ``tzid`` was
-            not found.
-        """
-        if tzid is None:
-            if len(self._vtz) == 0:
-                raise ValueError("no timezones defined")
-            elif len(self._vtz) > 1:
-                raise ValueError("more than one timezone available")
-            tzid = next(iter(self._vtz))
-
-        return self._vtz.get(tzid)
-
-    def _parse_offset(self, s):
-        s = s.strip()
-        if not s:
-            raise ValueError("empty offset")
-        if s[0] in ('+', '-'):
-            signal = (-1, +1)[s[0] == '+']
-            s = s[1:]
-        else:
-            signal = +1
-        if len(s) == 4:
-            return (int(s[:2]) * 3600 + int(s[2:]) * 60) * signal
-        elif len(s) == 6:
-            return (int(s[:2]) * 3600 + int(s[2:4]) * 60 + int(s[4:])) * signal
-        else:
-            raise ValueError("invalid offset: " + s)
-
-    def _parse_rfc(self, s):
-        lines = s.splitlines()
-        if not lines:
-            raise ValueError("empty string")
-
-        # Unfold
-        i = 0
-        while i < len(lines):
-            line = lines[i].rstrip()
-            if not line:
-                del lines[i]
-            elif i > 0 and line[0] == " ":
-                lines[i-1] += line[1:]
-                del lines[i]
-            else:
-                i += 1
-
-        tzid = None
-        comps = []
-        invtz = False
-        comptype = None
-        for line in lines:
-            if not line:
-                continue
-            name, value = line.split(':', 1)
-            parms = name.split(';')
-            if not parms:
-                raise ValueError("empty property name")
-            name = parms[0].upper()
-            parms = parms[1:]
-            if invtz:
-                if name == "BEGIN":
-                    if value in ("STANDARD", "DAYLIGHT"):
-                        # Process component
-                        pass
-                    else:
-                        raise ValueError("unknown component: "+value)
-                    comptype = value
-                    founddtstart = False
-                    tzoffsetfrom = None
-                    tzoffsetto = None
-                    rrulelines = []
-                    tzname = None
-                elif name == "END":
-                    if value == "VTIMEZONE":
-                        if comptype:
-                            raise ValueError("component not closed: "+comptype)
-                        if not tzid:
-                            raise ValueError("mandatory TZID not found")
-                        if not comps:
-                            raise ValueError(
-                                "at least one component is needed")
-                        # Process vtimezone
-                        self._vtz[tzid] = _tzicalvtz(tzid, comps)
-                        invtz = False
-                    elif value == comptype:
-                        if not founddtstart:
-                            raise ValueError("mandatory DTSTART not found")
-                        if tzoffsetfrom is None:
-                            raise ValueError(
-                                "mandatory TZOFFSETFROM not found")
-                        if tzoffsetto is None:
-                            raise ValueError(
-                                "mandatory TZOFFSETFROM not found")
-                        # Process component
-                        rr = None
-                        if rrulelines:
-                            rr = rrule.rrulestr("\n".join(rrulelines),
-                                                compatible=True,
-                                                ignoretz=True,
-                                                cache=True)
-                        comp = _tzicalvtzcomp(tzoffsetfrom, tzoffsetto,
-                                              (comptype == "DAYLIGHT"),
-                                              tzname, rr)
-                        comps.append(comp)
-                        comptype = None
-                    else:
-                        raise ValueError("invalid component end: "+value)
-                elif comptype:
-                    if name == "DTSTART":
-                        # DTSTART in VTIMEZONE takes a subset of valid RRULE
-                        # values under RFC 5545.
-                        for parm in parms:
-                            if parm != 'VALUE=DATE-TIME':
-                                msg = ('Unsupported DTSTART param in ' +
-                                       'VTIMEZONE: ' + parm)
-                                raise ValueError(msg)
-                        rrulelines.append(line)
-                        founddtstart = True
-                    elif name in ("RRULE", "RDATE", "EXRULE", "EXDATE"):
-                        rrulelines.append(line)
-                    elif name == "TZOFFSETFROM":
-                        if parms:
-                            raise ValueError(
-                                "unsupported %s parm: %s " % (name, parms[0]))
-                        tzoffsetfrom = self._parse_offset(value)
-                    elif name == "TZOFFSETTO":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZOFFSETTO parm: "+parms[0])
-                        tzoffsetto = self._parse_offset(value)
-                    elif name == "TZNAME":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZNAME parm: "+parms[0])
-                        tzname = value
-                    elif name == "COMMENT":
-                        pass
-                    else:
-                        raise ValueError("unsupported property: "+name)
-                else:
-                    if name == "TZID":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZID parm: "+parms[0])
-                        tzid = value
-                    elif name in ("TZURL", "LAST-MODIFIED", "COMMENT"):
-                        pass
-                    else:
-                        raise ValueError("unsupported property: "+name)
-            elif name == "BEGIN" and value == "VTIMEZONE":
-                tzid = None
-                comps = []
-                invtz = True
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
-
-
-if sys.platform != "win32":
-    TZFILES = ["/etc/localtime", "localtime"]
-    TZPATHS = ["/usr/share/zoneinfo",
-               "/usr/lib/zoneinfo",
-               "/usr/share/lib/zoneinfo",
-               "/etc/zoneinfo"]
-else:
-    TZFILES = []
-    TZPATHS = []
-
-
-def __get_gettz():
-    tzlocal_classes = (tzlocal,)
-    if tzwinlocal is not None:
-        tzlocal_classes += (tzwinlocal,)
-
-    class GettzFunc(object):
-        """
-        Retrieve a time zone object from a string representation
-
-        This function is intended to retrieve the :py:class:`tzinfo` subclass
-        that best represents the time zone that would be used if a POSIX
-        `TZ variable`_ were set to the same value.
-
-        If no argument or an empty string is passed to ``gettz``, local time
-        is returned:
-
-        .. code-block:: python3
-
-            >>> gettz()
-            tzfile('/etc/localtime')
-
-        This function is also the preferred way to map IANA tz database keys
-        to :class:`tzfile` objects:
-
-        .. code-block:: python3
-
-            >>> gettz('Pacific/Kiritimati')
-            tzfile('/usr/share/zoneinfo/Pacific/Kiritimati')
-
-        On Windows, the standard is extended to include the Windows-specific
-        zone names provided by the operating system:
-
-        .. code-block:: python3
-
-            >>> gettz('Egypt Standard Time')
-            tzwin('Egypt Standard Time')
-
-        Passing a GNU ``TZ`` style string time zone specification returns a
-        :class:`tzstr` object:
-
-        .. code-block:: python3
-
-            >>> gettz('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
-            tzstr('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
-
-        :param name:
-            A time zone name (IANA, or, on Windows, Windows keys), location of
-            a ``tzfile(5)`` zoneinfo file or ``TZ`` variable style time zone
-            specifier. An empty string, no argument or ``None`` is interpreted
-            as local time.
-
-        :return:
-            Returns an instance of one of ``dateutil``'s :py:class:`tzinfo`
-            subclasses.
-
-        .. versionchanged:: 2.7.0
-
-            After version 2.7.0, any two calls to ``gettz`` using the same
-            input strings will return the same object:
-
-            .. code-block:: python3
-
-                >>> tz.gettz('America/Chicago') is tz.gettz('America/Chicago')
-                True
-
-            In addition to improving performance, this ensures that
-            `"same zone" semantics`_ are used for datetimes in the same zone.
-
-
-        .. _`TZ variable`:
-            https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
-
-        .. _`"same zone" semantics`:
-            https://blog.ganssle.io/articles/2018/02/aware-datetime-arithmetic.html
-        """
-        def __init__(self):
-
-            self.__instances = weakref.WeakValueDictionary()
-            self.__strong_cache_size = 8
-            self.__strong_cache = OrderedDict()
-            self._cache_lock = _thread.allocate_lock()
-
-        def __call__(self, name=None):
-            with self._cache_lock:
-                rv = self.__instances.get(name, None)
-
-                if rv is None:
-                    rv = self.nocache(name=name)
-                    if not (name is None
-                            or isinstance(rv, tzlocal_classes)
-                            or rv is None):
-                        # tzlocal is slightly more complicated than the other
-                        # time zone providers because it depends on environment
-                        # at construction time, so don't cache that.
-                        #
-                        # We also cannot store weak references to None, so we
-                        # will also not store that.
-                        self.__instances[name] = rv
-                    else:
-                        # No need for strong caching, return immediately
-                        return rv
-
-                self.__strong_cache[name] = self.__strong_cache.pop(name, rv)
-
-                if len(self.__strong_cache) > self.__strong_cache_size:
-                    self.__strong_cache.popitem(last=False)
-
-            return rv
-
-        def set_cache_size(self, size):
-            with self._cache_lock:
-                self.__strong_cache_size = size
-                while len(self.__strong_cache) > size:
-                    self.__strong_cache.popitem(last=False)
-
-        def cache_clear(self):
-            with self._cache_lock:
-                self.__instances = weakref.WeakValueDictionary()
-                self.__strong_cache.clear()
-
-        @staticmethod
-        def nocache(name=None):
-            """A non-cached version of gettz"""
-            tz = None
-            if not name:
-                try:
-                    name = os.environ["TZ"]
-                except KeyError:
-                    pass
-            if name is None or name in ("", ":"):
-                for filepath in TZFILES:
-                    if not os.path.isabs(filepath):
-                        filename = filepath
-                        for path in TZPATHS:
-                            filepath = os.path.join(path, filename)
-                            if os.path.isfile(filepath):
-                                break
-                        else:
-                            continue
-                    if os.path.isfile(filepath):
-                        try:
-                            tz = tzfile(filepath)
-                            break
-                        except (IOError, OSError, ValueError):
-                            pass
-                else:
-                    tz = tzlocal()
-            else:
-                try:
-                    if name.startswith(":"):
-                        name = name[1:]
-                except TypeError as e:
-                    if isinstance(name, bytes):
-                        new_msg = "gettz argument should be str, not bytes"
-                        six.raise_from(TypeError(new_msg), e)
-                    else:
-                        raise
-                if os.path.isabs(name):
-                    if os.path.isfile(name):
-                        tz = tzfile(name)
-                    else:
-                        tz = None
-                else:
-                    for path in TZPATHS:
-                        filepath = os.path.join(path, name)
-                        if not os.path.isfile(filepath):
-                            filepath = filepath.replace(' ', '_')
-                            if not os.path.isfile(filepath):
-                                continue
-                        try:
-                            tz = tzfile(filepath)
-                            break
-                        except (IOError, OSError, ValueError):
-                            pass
-                    else:
-                        tz = None
-                        if tzwin is not None:
-                            try:
-                                tz = tzwin(name)
-                            except (WindowsError, UnicodeEncodeError):
-                                # UnicodeEncodeError is for Python 2.7 compat
-                                tz = None
-
-                        if not tz:
-                            from dateutil.zoneinfo import get_zonefile_instance
-                            tz = get_zonefile_instance().get(name)
-
-                        if not tz:
-                            for c in name:
-                                # name is not a tzstr unless it has at least
-                                # one offset. For short values of "name", an
-                                # explicit for loop seems to be the fastest way
-                                # To determine if a string contains a digit
-                                if c in "0123456789":
-                                    try:
-                                        tz = tzstr(name)
-                                    except ValueError:
-                                        pass
-                                    break
-                            else:
-                                if name in ("GMT", "UTC"):
-                                    tz = UTC
-                                elif name in time.tzname:
-                                    tz = tzlocal()
-            return tz
-
-    return GettzFunc()
-
-
-gettz = __get_gettz()
-del __get_gettz
-
-
-def datetime_exists(dt, tz=None):
-    """
-    Given a datetime and a time zone, determine whether or not a given datetime
-    would fall in a gap.
-
-    :param dt:
-        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
-        is provided.)
-
-    :param tz:
-        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
-        ``None`` or not provided, the datetime's own time zone will be used.
-
-    :return:
-        Returns a boolean value whether or not the "wall time" exists in
-        ``tz``.
-
-    .. versionadded:: 2.7.0
-    """
-    if tz is None:
-        if dt.tzinfo is None:
-            raise ValueError('Datetime is naive and no time zone provided.')
-        tz = dt.tzinfo
-
-    dt = dt.replace(tzinfo=None)
-
-    # This is essentially a test of whether or not the datetime can survive
-    # a round trip to UTC.
-    dt_rt = dt.replace(tzinfo=tz).astimezone(UTC).astimezone(tz)
-    dt_rt = dt_rt.replace(tzinfo=None)
-
-    return dt == dt_rt
-
-
-def datetime_ambiguous(dt, tz=None):
-    """
-    Given a datetime and a time zone, determine whether or not a given datetime
-    is ambiguous (i.e if there are two times differentiated only by their DST
-    status).
-
-    :param dt:
-        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
-        is provided.)
-
-    :param tz:
-        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
-        ``None`` or not provided, the datetime's own time zone will be used.
-
-    :return:
-        Returns a boolean value whether or not the "wall time" is ambiguous in
-        ``tz``.
-
-    .. versionadded:: 2.6.0
-    """
-    if tz is None:
-        if dt.tzinfo is None:
-            raise ValueError('Datetime is naive and no time zone provided.')
-
-        tz = dt.tzinfo
-
-    # If a time zone defines its own "is_ambiguous" function, we'll use that.
-    is_ambiguous_fn = getattr(tz, 'is_ambiguous', None)
-    if is_ambiguous_fn is not None:
-        try:
-            return tz.is_ambiguous(dt)
-        except Exception:
-            pass
-
-    # If it doesn't come out and tell us it's ambiguous, we'll just check if
-    # the fold attribute has any effect on this particular date and time.
-    dt = dt.replace(tzinfo=tz)
-    wall_0 = enfold(dt, fold=0)
-    wall_1 = enfold(dt, fold=1)
-
-    same_offset = wall_0.utcoffset() == wall_1.utcoffset()
-    same_dst = wall_0.dst() == wall_1.dst()
-
-    return not (same_offset and same_dst)
-
-
-def resolve_imaginary(dt):
-    """
-    Given a datetime that may be imaginary, return an existing datetime.
-
-    This function assumes that an imaginary datetime represents what the
-    wall time would be in a zone had the offset transition not occurred, so
-    it will always fall forward by the transition's change in offset.
-
-    .. doctest::
-
-        >>> from dateutil import tz
-        >>> from datetime import datetime
-        >>> NYC = tz.gettz('America/New_York')
-        >>> print(tz.resolve_imaginary(datetime(2017, 3, 12, 2, 30, tzinfo=NYC)))
-        2017-03-12 03:30:00-04:00
-
-        >>> KIR = tz.gettz('Pacific/Kiritimati')
-        >>> print(tz.resolve_imaginary(datetime(1995, 1, 1, 12, 30, tzinfo=KIR)))
-        1995-01-02 12:30:00+14:00
-
-    As a note, :func:`datetime.astimezone` is guaranteed to produce a valid,
-    existing datetime, so a round-trip to and from UTC is sufficient to get
-    an extant datetime, however, this generally "falls back" to an earlier time
-    rather than falling forward to the STD side (though no guarantees are made
-    about this behavior).
-
-    :param dt:
-        A :class:`datetime.datetime` which may or may not exist.
-
-    :return:
-        Returns an existing :class:`datetime.datetime`. If ``dt`` was not
-        imaginary, the datetime returned is guaranteed to be the same object
-        passed to the function.
-
-    .. versionadded:: 2.7.0
-    """
-    if dt.tzinfo is not None and not datetime_exists(dt):
-
-        curr_offset = (dt + datetime.timedelta(hours=24)).utcoffset()
-        old_offset = (dt - datetime.timedelta(hours=24)).utcoffset()
-
-        dt += curr_offset - old_offset
-
-    return dt
-
-
-def _datetime_to_timestamp(dt):
-    """
-    Convert a :class:`datetime.datetime` object to an epoch timestamp in
-    seconds since January 1, 1970, ignoring the time zone.
-    """
-    return (dt.replace(tzinfo=None) - EPOCH).total_seconds()
-
-
-if sys.version_info >= (3, 6):
-    def _get_supported_offset(second_offset):
-        return second_offset
-else:
-    def _get_supported_offset(second_offset):
-        # For python pre-3.6, round to full-minutes if that's not the case.
-        # Python's datetime doesn't accept sub-minute timezones. Check
-        # http://python.org/sf/1447945 or https://bugs.python.org/issue5288
-        # for some information.
-        old_offset = second_offset
-        calculated_offset = 60 * ((second_offset + 30) // 60)
-        return calculated_offset
-
-
-try:
-    # Python 3.7 feature
-    from contextlib import nullcontext as _nullcontext
-except ImportError:
-    class _nullcontext(object):
-        """
-        Class for wrapping contexts so that they are passed through in a
-        with statement.
-        """
-        def __init__(self, context):
-            self.context = context
-
-        def __enter__(self):
-            return self.context
-
-        def __exit__(*args, **kwargs):
-            pass
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/win.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/win.py
deleted file mode 100644
index cde07ba79..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tz/win.py
+++ /dev/null
@@ -1,370 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module provides an interface to the native time zone data on Windows,
-including :py:class:`datetime.tzinfo` implementations.
-
-Attempting to import this module on a non-Windows platform will raise an
-:py:obj:`ImportError`.
-"""
-# This code was originally contributed by Jeffrey Harris.
-import datetime
-import struct
-
-from six.moves import winreg
-from six import text_type
-
-try:
-    import ctypes
-    from ctypes import wintypes
-except ValueError:
-    # ValueError is raised on non-Windows systems for some horrible reason.
-    raise ImportError("Running tzwin on non-Windows system")
-
-from ._common import tzrangebase
-
-__all__ = ["tzwin", "tzwinlocal", "tzres"]
-
-ONEWEEK = datetime.timedelta(7)
-
-TZKEYNAMENT = r"SOFTWARE\Microsoft\Windows NT\CurrentVersion\Time Zones"
-TZKEYNAME9X = r"SOFTWARE\Microsoft\Windows\CurrentVersion\Time Zones"
-TZLOCALKEYNAME = r"SYSTEM\CurrentControlSet\Control\TimeZoneInformation"
-
-
-def _settzkeyname():
-    handle = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
-    try:
-        winreg.OpenKey(handle, TZKEYNAMENT).Close()
-        TZKEYNAME = TZKEYNAMENT
-    except WindowsError:
-        TZKEYNAME = TZKEYNAME9X
-    handle.Close()
-    return TZKEYNAME
-
-
-TZKEYNAME = _settzkeyname()
-
-
-class tzres(object):
-    """
-    Class for accessing ``tzres.dll``, which contains timezone name related
-    resources.
-
-    .. versionadded:: 2.5.0
-    """
-    p_wchar = ctypes.POINTER(wintypes.WCHAR)        # Pointer to a wide char
-
-    def __init__(self, tzres_loc='tzres.dll'):
-        # Load the user32 DLL so we can load strings from tzres
-        user32 = ctypes.WinDLL('user32')
-
-        # Specify the LoadStringW function
-        user32.LoadStringW.argtypes = (wintypes.HINSTANCE,
-                                       wintypes.UINT,
-                                       wintypes.LPWSTR,
-                                       ctypes.c_int)
-
-        self.LoadStringW = user32.LoadStringW
-        self._tzres = ctypes.WinDLL(tzres_loc)
-        self.tzres_loc = tzres_loc
-
-    def load_name(self, offset):
-        """
-        Load a timezone name from a DLL offset (integer).
-
-        >>> from dateutil.tzwin import tzres
-        >>> tzr = tzres()
-        >>> print(tzr.load_name(112))
-        'Eastern Standard Time'
-
-        :param offset:
-            A positive integer value referring to a string from the tzres dll.
-
-        .. note::
-
-            Offsets found in the registry are generally of the form
-            ``@tzres.dll,-114``. The offset in this case is 114, not -114.
-
-        """
-        resource = self.p_wchar()
-        lpBuffer = ctypes.cast(ctypes.byref(resource), wintypes.LPWSTR)
-        nchar = self.LoadStringW(self._tzres._handle, offset, lpBuffer, 0)
-        return resource[:nchar]
-
-    def name_from_string(self, tzname_str):
-        """
-        Parse strings as returned from the Windows registry into the time zone
-        name as defined in the registry.
-
-        >>> from dateutil.tzwin import tzres
-        >>> tzr = tzres()
-        >>> print(tzr.name_from_string('@tzres.dll,-251'))
-        'Dateline Daylight Time'
-        >>> print(tzr.name_from_string('Eastern Standard Time'))
-        'Eastern Standard Time'
-
-        :param tzname_str:
-            A timezone name string as returned from a Windows registry key.
-
-        :return:
-            Returns the localized timezone string from tzres.dll if the string
-            is of the form `@tzres.dll,-offset`, else returns the input string.
-        """
-        if not tzname_str.startswith('@'):
-            return tzname_str
-
-        name_splt = tzname_str.split(',-')
-        try:
-            offset = int(name_splt[1])
-        except:
-            raise ValueError("Malformed timezone string.")
-
-        return self.load_name(offset)
-
-
-class tzwinbase(tzrangebase):
-    """tzinfo class based on win32's timezones available in the registry."""
-    def __init__(self):
-        raise NotImplementedError('tzwinbase is an abstract base class')
-
-    def __eq__(self, other):
-        # Compare on all relevant dimensions, including name.
-        if not isinstance(other, tzwinbase):
-            return NotImplemented
-
-        return  (self._std_offset == other._std_offset and
-                 self._dst_offset == other._dst_offset and
-                 self._stddayofweek == other._stddayofweek and
-                 self._dstdayofweek == other._dstdayofweek and
-                 self._stdweeknumber == other._stdweeknumber and
-                 self._dstweeknumber == other._dstweeknumber and
-                 self._stdhour == other._stdhour and
-                 self._dsthour == other._dsthour and
-                 self._stdminute == other._stdminute and
-                 self._dstminute == other._dstminute and
-                 self._std_abbr == other._std_abbr and
-                 self._dst_abbr == other._dst_abbr)
-
-    @staticmethod
-    def list():
-        """Return a list of all time zones known to the system."""
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            with winreg.OpenKey(handle, TZKEYNAME) as tzkey:
-                result = [winreg.EnumKey(tzkey, i)
-                          for i in range(winreg.QueryInfoKey(tzkey)[0])]
-        return result
-
-    def display(self):
-        """
-        Return the display name of the time zone.
-        """
-        return self._display
-
-    def transitions(self, year):
-        """
-        For a given year, get the DST on and off transition times, expressed
-        always on the standard time side. For zones with no transitions, this
-        function returns ``None``.
-
-        :param year:
-            The year whose transitions you would like to query.
-
-        :return:
-            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
-            ``(dston, dstoff)`` for zones with an annual DST transition, or
-            ``None`` for fixed offset zones.
-        """
-
-        if not self.hasdst:
-            return None
-
-        dston = picknthweekday(year, self._dstmonth, self._dstdayofweek,
-                               self._dsthour, self._dstminute,
-                               self._dstweeknumber)
-
-        dstoff = picknthweekday(year, self._stdmonth, self._stddayofweek,
-                                self._stdhour, self._stdminute,
-                                self._stdweeknumber)
-
-        # Ambiguous dates default to the STD side
-        dstoff -= self._dst_base_offset
-
-        return dston, dstoff
-
-    def _get_hasdst(self):
-        return self._dstmonth != 0
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_base_offset_
-
-
-class tzwin(tzwinbase):
-    """
-    Time zone object created from the zone info in the Windows registry
-
-    These are similar to :py:class:`dateutil.tz.tzrange` objects in that
-    the time zone data is provided in the format of a single offset rule
-    for either 0 or 2 time zone transitions per year.
-
-    :param: name
-        The name of a Windows time zone key, e.g. "Eastern Standard Time".
-        The full list of keys can be retrieved with :func:`tzwin.list`.
-    """
-
-    def __init__(self, name):
-        self._name = name
-
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            tzkeyname = text_type("{kn}\\{name}").format(kn=TZKEYNAME, name=name)
-            with winreg.OpenKey(handle, tzkeyname) as tzkey:
-                keydict = valuestodict(tzkey)
-
-        self._std_abbr = keydict["Std"]
-        self._dst_abbr = keydict["Dlt"]
-
-        self._display = keydict["Display"]
-
-        # See http://ww_winreg.jsiinc.com/SUBA/tip0300/rh0398.htm
-        tup = struct.unpack("=3l16h", keydict["TZI"])
-        stdoffset = -tup[0]-tup[1]          # Bias + StandardBias * -1
-        dstoffset = stdoffset-tup[2]        # + DaylightBias * -1
-        self._std_offset = datetime.timedelta(minutes=stdoffset)
-        self._dst_offset = datetime.timedelta(minutes=dstoffset)
-
-        # for the meaning see the win32 TIME_ZONE_INFORMATION structure docs
-        # http://msdn.microsoft.com/en-us/library/windows/desktop/ms725481(v=vs.85).aspx
-        (self._stdmonth,
-         self._stddayofweek,   # Sunday = 0
-         self._stdweeknumber,  # Last = 5
-         self._stdhour,
-         self._stdminute) = tup[4:9]
-
-        (self._dstmonth,
-         self._dstdayofweek,   # Sunday = 0
-         self._dstweeknumber,  # Last = 5
-         self._dsthour,
-         self._dstminute) = tup[12:17]
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = self._get_hasdst()
-
-    def __repr__(self):
-        return "tzwin(%s)" % repr(self._name)
-
-    def __reduce__(self):
-        return (self.__class__, (self._name,))
-
-
-class tzwinlocal(tzwinbase):
-    """
-    Class representing the local time zone information in the Windows registry
-
-    While :class:`dateutil.tz.tzlocal` makes system calls (via the :mod:`time`
-    module) to retrieve time zone information, ``tzwinlocal`` retrieves the
-    rules directly from the Windows registry and creates an object like
-    :class:`dateutil.tz.tzwin`.
-
-    Because Windows does not have an equivalent of :func:`time.tzset`, on
-    Windows, :class:`dateutil.tz.tzlocal` instances will always reflect the
-    time zone settings *at the time that the process was started*, meaning
-    changes to the machine's time zone settings during the run of a program
-    on Windows will **not** be reflected by :class:`dateutil.tz.tzlocal`.
-    Because ``tzwinlocal`` reads the registry directly, it is unaffected by
-    this issue.
-    """
-    def __init__(self):
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            with winreg.OpenKey(handle, TZLOCALKEYNAME) as tzlocalkey:
-                keydict = valuestodict(tzlocalkey)
-
-            self._std_abbr = keydict["StandardName"]
-            self._dst_abbr = keydict["DaylightName"]
-
-            try:
-                tzkeyname = text_type('{kn}\\{sn}').format(kn=TZKEYNAME,
-                                                          sn=self._std_abbr)
-                with winreg.OpenKey(handle, tzkeyname) as tzkey:
-                    _keydict = valuestodict(tzkey)
-                    self._display = _keydict["Display"]
-            except OSError:
-                self._display = None
-
-        stdoffset = -keydict["Bias"]-keydict["StandardBias"]
-        dstoffset = stdoffset-keydict["DaylightBias"]
-
-        self._std_offset = datetime.timedelta(minutes=stdoffset)
-        self._dst_offset = datetime.timedelta(minutes=dstoffset)
-
-        # For reasons unclear, in this particular key, the day of week has been
-        # moved to the END of the SYSTEMTIME structure.
-        tup = struct.unpack("=8h", keydict["StandardStart"])
-
-        (self._stdmonth,
-         self._stdweeknumber,  # Last = 5
-         self._stdhour,
-         self._stdminute) = tup[1:5]
-
-        self._stddayofweek = tup[7]
-
-        tup = struct.unpack("=8h", keydict["DaylightStart"])
-
-        (self._dstmonth,
-         self._dstweeknumber,  # Last = 5
-         self._dsthour,
-         self._dstminute) = tup[1:5]
-
-        self._dstdayofweek = tup[7]
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = self._get_hasdst()
-
-    def __repr__(self):
-        return "tzwinlocal()"
-
-    def __str__(self):
-        # str will return the standard name, not the daylight name.
-        return "tzwinlocal(%s)" % repr(self._std_abbr)
-
-    def __reduce__(self):
-        return (self.__class__, ())
-
-
-def picknthweekday(year, month, dayofweek, hour, minute, whichweek):
-    """ dayofweek == 0 means Sunday, whichweek 5 means last instance """
-    first = datetime.datetime(year, month, 1, hour, minute)
-
-    # This will work if dayofweek is ISO weekday (1-7) or Microsoft-style (0-6),
-    # Because 7 % 7 = 0
-    weekdayone = first.replace(day=((dayofweek - first.isoweekday()) % 7) + 1)
-    wd = weekdayone + ((whichweek - 1) * ONEWEEK)
-    if (wd.month != month):
-        wd -= ONEWEEK
-
-    return wd
-
-
-def valuestodict(key):
-    """Convert a registry key's values to a dictionary."""
-    dout = {}
-    size = winreg.QueryInfoKey(key)[1]
-    tz_res = None
-
-    for i in range(size):
-        key_name, value, dtype = winreg.EnumValue(key, i)
-        if dtype == winreg.REG_DWORD or dtype == winreg.REG_DWORD_LITTLE_ENDIAN:
-            # If it's a DWORD (32-bit integer), it's stored as unsigned - convert
-            # that to a proper signed integer
-            if value & (1 << 31):
-                value = value - (1 << 32)
-        elif dtype == winreg.REG_SZ:
-            # If it's a reference to the tzres DLL, load the actual string
-            if value.startswith('@tzres'):
-                tz_res = tz_res or tzres()
-                value = tz_res.name_from_string(value)
-
-            value = value.rstrip('\x00')    # Remove trailing nulls
-
-        dout[key_name] = value
-
-    return dout
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tzwin.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tzwin.py
deleted file mode 100644
index cebc673e4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/tzwin.py
+++ /dev/null
@@ -1,2 +0,0 @@
-# tzwin has moved to dateutil.tz.win
-from .tz.win import *
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/utils.py
deleted file mode 100644
index dd2d245a0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/utils.py
+++ /dev/null
@@ -1,71 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers general convenience and utility functions for dealing with
-datetimes.
-
-.. versionadded:: 2.7.0
-"""
-from __future__ import unicode_literals
-
-from datetime import datetime, time
-
-
-def today(tzinfo=None):
-    """
-    Returns a :py:class:`datetime` representing the current day at midnight
-
-    :param tzinfo:
-        The time zone to attach (also used to determine the current day).
-
-    :return:
-        A :py:class:`datetime.datetime` object representing the current day
-        at midnight.
-    """
-
-    dt = datetime.now(tzinfo)
-    return datetime.combine(dt.date(), time(0, tzinfo=tzinfo))
-
-
-def default_tzinfo(dt, tzinfo):
-    """
-    Sets the ``tzinfo`` parameter on naive datetimes only
-
-    This is useful for example when you are provided a datetime that may have
-    either an implicit or explicit time zone, such as when parsing a time zone
-    string.
-
-    .. doctest::
-
-        >>> from dateutil.tz import tzoffset
-        >>> from dateutil.parser import parse
-        >>> from dateutil.utils import default_tzinfo
-        >>> dflt_tz = tzoffset("EST", -18000)
-        >>> print(default_tzinfo(parse('2014-01-01 12:30 UTC'), dflt_tz))
-        2014-01-01 12:30:00+00:00
-        >>> print(default_tzinfo(parse('2014-01-01 12:30'), dflt_tz))
-        2014-01-01 12:30:00-05:00
-
-    :param dt:
-        The datetime on which to replace the time zone
-
-    :param tzinfo:
-        The :py:class:`datetime.tzinfo` subclass instance to assign to
-        ``dt`` if (and only if) it is naive.
-
-    :return:
-        Returns an aware :py:class:`datetime.datetime`.
-    """
-    if dt.tzinfo is not None:
-        return dt
-    else:
-        return dt.replace(tzinfo=tzinfo)
-
-
-def within_delta(dt1, dt2, delta):
-    """
-    Useful for comparing two datetimes that may have a negligible difference
-    to be considered equal.
-    """
-    delta = abs(delta)
-    difference = dt1 - dt2
-    return -delta <= difference <= delta
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/__init__.py
deleted file mode 100644
index 34f11ad66..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/__init__.py
+++ /dev/null
@@ -1,167 +0,0 @@
-# -*- coding: utf-8 -*-
-import warnings
-import json
-
-from tarfile import TarFile
-from pkgutil import get_data
-from io import BytesIO
-
-from dateutil.tz import tzfile as _tzfile
-
-__all__ = ["get_zonefile_instance", "gettz", "gettz_db_metadata"]
-
-ZONEFILENAME = "dateutil-zoneinfo.tar.gz"
-METADATA_FN = 'METADATA'
-
-
-class tzfile(_tzfile):
-    def __reduce__(self):
-        return (gettz, (self._filename,))
-
-
-def getzoneinfofile_stream():
-    try:
-        return BytesIO(get_data(__name__, ZONEFILENAME))
-    except IOError as e:  # TODO  switch to FileNotFoundError?
-        warnings.warn("I/O error({0}): {1}".format(e.errno, e.strerror))
-        return None
-
-
-class ZoneInfoFile(object):
-    def __init__(self, zonefile_stream=None):
-        if zonefile_stream is not None:
-            with TarFile.open(fileobj=zonefile_stream) as tf:
-                self.zones = {zf.name: tzfile(tf.extractfile(zf), filename=zf.name)
-                              for zf in tf.getmembers()
-                              if zf.isfile() and zf.name != METADATA_FN}
-                # deal with links: They'll point to their parent object. Less
-                # waste of memory
-                links = {zl.name: self.zones[zl.linkname]
-                         for zl in tf.getmembers() if
-                         zl.islnk() or zl.issym()}
-                self.zones.update(links)
-                try:
-                    metadata_json = tf.extractfile(tf.getmember(METADATA_FN))
-                    metadata_str = metadata_json.read().decode('UTF-8')
-                    self.metadata = json.loads(metadata_str)
-                except KeyError:
-                    # no metadata in tar file
-                    self.metadata = None
-        else:
-            self.zones = {}
-            self.metadata = None
-
-    def get(self, name, default=None):
-        """
-        Wrapper for :func:`ZoneInfoFile.zones.get`. This is a convenience method
-        for retrieving zones from the zone dictionary.
-
-        :param name:
-            The name of the zone to retrieve. (Generally IANA zone names)
-
-        :param default:
-            The value to return in the event of a missing key.
-
-        .. versionadded:: 2.6.0
-
-        """
-        return self.zones.get(name, default)
-
-
-# The current API has gettz as a module function, although in fact it taps into
-# a stateful class. So as a workaround for now, without changing the API, we
-# will create a new "global" class instance the first time a user requests a
-# timezone. Ugly, but adheres to the api.
-#
-# TODO: Remove after deprecation period.
-_CLASS_ZONE_INSTANCE = []
-
-
-def get_zonefile_instance(new_instance=False):
-    """
-    This is a convenience function which provides a :class:`ZoneInfoFile`
-    instance using the data provided by the ``dateutil`` package. By default, it
-    caches a single instance of the ZoneInfoFile object and returns that.
-
-    :param new_instance:
-        If ``True``, a new instance of :class:`ZoneInfoFile` is instantiated and
-        used as the cached instance for the next call. Otherwise, new instances
-        are created only as necessary.
-
-    :return:
-        Returns a :class:`ZoneInfoFile` object.
-
-    .. versionadded:: 2.6
-    """
-    if new_instance:
-        zif = None
-    else:
-        zif = getattr(get_zonefile_instance, '_cached_instance', None)
-
-    if zif is None:
-        zif = ZoneInfoFile(getzoneinfofile_stream())
-
-        get_zonefile_instance._cached_instance = zif
-
-    return zif
-
-
-def gettz(name):
-    """
-    This retrieves a time zone from the local zoneinfo tarball that is packaged
-    with dateutil.
-
-    :param name:
-        An IANA-style time zone name, as found in the zoneinfo file.
-
-    :return:
-        Returns a :class:`dateutil.tz.tzfile` time zone object.
-
-    .. warning::
-        It is generally inadvisable to use this function, and it is only
-        provided for API compatibility with earlier versions. This is *not*
-        equivalent to ``dateutil.tz.gettz()``, which selects an appropriate
-        time zone based on the inputs, favoring system zoneinfo. This is ONLY
-        for accessing the dateutil-specific zoneinfo (which may be out of
-        date compared to the system zoneinfo).
-
-    .. deprecated:: 2.6
-        If you need to use a specific zoneinfofile over the system zoneinfo,
-        instantiate a :class:`dateutil.zoneinfo.ZoneInfoFile` object and call
-        :func:`dateutil.zoneinfo.ZoneInfoFile.get(name)` instead.
-
-        Use :func:`get_zonefile_instance` to retrieve an instance of the
-        dateutil-provided zoneinfo.
-    """
-    warnings.warn("zoneinfo.gettz() will be removed in future versions, "
-                  "to use the dateutil-provided zoneinfo files, instantiate a "
-                  "ZoneInfoFile object and use ZoneInfoFile.zones.get() "
-                  "instead. See the documentation for details.",
-                  DeprecationWarning)
-
-    if len(_CLASS_ZONE_INSTANCE) == 0:
-        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
-    return _CLASS_ZONE_INSTANCE[0].zones.get(name)
-
-
-def gettz_db_metadata():
-    """ Get the zonefile metadata
-
-    See `zonefile_metadata`_
-
-    :returns:
-        A dictionary with the database metadata
-
-    .. deprecated:: 2.6
-        See deprecation warning in :func:`zoneinfo.gettz`. To get metadata,
-        query the attribute ``zoneinfo.ZoneInfoFile.metadata``.
-    """
-    warnings.warn("zoneinfo.gettz_db_metadata() will be removed in future "
-                  "versions, to use the dateutil-provided zoneinfo files, "
-                  "ZoneInfoFile object and query the 'metadata' attribute "
-                  "instead. See the documentation for details.",
-                  DeprecationWarning)
-
-    if len(_CLASS_ZONE_INSTANCE) == 0:
-        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
-    return _CLASS_ZONE_INSTANCE[0].metadata
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz
deleted file mode 100644
index 1461f8c862df8c3eae75e0ea376788b5b2602269..0000000000000000000000000000000000000000
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/rebuild.py b/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/rebuild.py
deleted file mode 100644
index 684c6586f..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/dateutil/zoneinfo/rebuild.py
+++ /dev/null
@@ -1,75 +0,0 @@
-import logging
-import os
-import tempfile
-import shutil
-import json
-from subprocess import check_call, check_output
-from tarfile import TarFile
-
-from dateutil.zoneinfo import METADATA_FN, ZONEFILENAME
-
-
-def rebuild(filename, tag=None, format="gz", zonegroups=[], metadata=None):
-    """Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar*
-
-    filename is the timezone tarball from ``ftp.iana.org/tz``.
-
-    """
-    tmpdir = tempfile.mkdtemp()
-    zonedir = os.path.join(tmpdir, "zoneinfo")
-    moduledir = os.path.dirname(__file__)
-    try:
-        with TarFile.open(filename) as tf:
-            for name in zonegroups:
-                tf.extract(name, tmpdir)
-            filepaths = [os.path.join(tmpdir, n) for n in zonegroups]
-
-            _run_zic(zonedir, filepaths)
-
-        # write metadata file
-        with open(os.path.join(zonedir, METADATA_FN), 'w') as f:
-            json.dump(metadata, f, indent=4, sort_keys=True)
-        target = os.path.join(moduledir, ZONEFILENAME)
-        with TarFile.open(target, "w:%s" % format) as tf:
-            for entry in os.listdir(zonedir):
-                entrypath = os.path.join(zonedir, entry)
-                tf.add(entrypath, entry)
-    finally:
-        shutil.rmtree(tmpdir)
-
-
-def _run_zic(zonedir, filepaths):
-    """Calls the ``zic`` compiler in a compatible way to get a "fat" binary.
-
-    Recent versions of ``zic`` default to ``-b slim``, while older versions
-    don't even have the ``-b`` option (but default to "fat" binaries). The
-    current version of dateutil does not support Version 2+ TZif files, which
-    causes problems when used in conjunction with "slim" binaries, so this
-    function is used to ensure that we always get a "fat" binary.
-    """
-
-    try:
-        help_text = check_output(["zic", "--help"])
-    except OSError as e:
-        _print_on_nosuchfile(e)
-        raise
-
-    if b"-b " in help_text:
-        bloat_args = ["-b", "fat"]
-    else:
-        bloat_args = []
-
-    check_call(["zic"] + bloat_args + ["-d", zonedir] + filepaths)
-
-
-def _print_on_nosuchfile(e):
-    """Print helpful troubleshooting message
-
-    e is an exception raised by subprocess.check_call()
-
-    """
-    if e.errno == 2:
-        logging.error(
-            "Could not find zic. Perhaps you need to install "
-            "libc-bin or some other package that provides it, "
-            "or it's not in your PATH?")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/events/__init__.py
deleted file mode 100644
index d44697564..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/events/__init__.py
+++ /dev/null
@@ -1,9 +0,0 @@
-# -*- coding: utf-8 -*-
-from .events import Events, EventsException
-
-__version__ = '0.5'
-
-__all__ = [
-    Events.__name__,
-    EventsException.__name__,
-]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/events.py b/eventbridge-lambda-bedrock/functions/layers/python/events/events.py
deleted file mode 100644
index 082c0ecac..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/events/events.py
+++ /dev/null
@@ -1,120 +0,0 @@
-# -*- coding: utf-8 -*-
-
-"""
-    Events
-    ~~~~~~
-
-    Implements C#-Style Events.
-
-    Derived from the original work by Zoran Isailovski:
-    http://code.activestate.com/recipes/410686/ - Copyright (c) 2005
-
-    :copyright: (c) 2014-2017 by Nicola Iarocci.
-    :license: BSD, see LICENSE for more details.
-"""
-
-
-class _EventSlot:
-    def __init__(self, name):
-        self.targets = []
-        self.__name__ = name
-
-    def __repr__(self):
-        return "event '%s'" % self.__name__
-
-    def __call__(self, *a, **kw):
-        for f in tuple(self.targets):
-            f(*a, **kw)
-
-    def __iadd__(self, f):
-        self.targets.append(f)
-        return self
-
-    def __isub__(self, f):
-        while f in self.targets:
-            self.targets.remove(f)
-        return self
-
-    def __len__(self):
-        return len(self.targets)
-
-    def __iter__(self):
-        def gen():
-            for target in self.targets:
-                yield target
-        return gen()
-
-    def __getitem__(self, key):
-        return self.targets[key]
-
-
-class EventsException(Exception):
-    pass
-
-
-class Events:
-    """
-    Encapsulates the core to event subscription and event firing, and feels
-    like a "natural" part of the language.
-
-    The class Events is there mainly for 3 reasons:
-
-        - Events (Slots) are added automatically, so there is no need to
-        declare/create them separately. This is great for prototyping. (Note
-        that `__events__` is optional and should primarilly help detect
-        misspelled event names.)
-        - To provide (and encapsulate) some level of introspection.
-        - To "steel the name" and hereby remove unneeded redundancy in a call
-        like:
-
-            xxx.OnChange = event('OnChange')
-    """
-    def __init__(self, events=None, event_slot_cls=_EventSlot):
-        self.__event_slot_cls__ = event_slot_cls
-
-        if events is not None:
-
-            try:
-                for _ in events:
-                    break
-            except:
-                raise AttributeError("type object %s is not iterable" %
-                                     (type(events)))
-            else:
-                self.__events__ = events
-
-    def __getattr__(self, name):
-        if name.startswith('__'):
-            raise AttributeError("type object '%s' has no attribute '%s'" %
-                                 (self.__class__.__name__, name))
-
-        if hasattr(self, '__events__'):
-            if name not in self.__events__:
-                raise EventsException("Event '%s' is not declared" % name)
-
-        elif hasattr(self.__class__, '__events__'):
-            if name not in self.__class__.__events__:
-                raise EventsException("Event '%s' is not declared" % name)
-
-        self.__dict__[name] = ev = self.__event_slot_cls__(name)
-        return ev
-
-    def __getitem__(self, item):
-        return self.__dict__[item]
-
-    def __repr__(self):
-        return '<%s.%s object at %s>' % (self.__class__.__module__,
-                                         self.__class__.__name__,
-                                         hex(id(self)))
-
-    __str__ = __repr__
-
-    def __len__(self):
-        return len(list(self.__iter__()))
-
-    def __iter__(self):
-        def gen(dictitems=self.__dict__.items()):
-            for attr, val in dictitems:
-                if isinstance(val, self.__event_slot_cls__):
-                    yield val
-        return gen()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/tests/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/events/tests/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/events/tests/tests.py b/eventbridge-lambda-bedrock/functions/layers/python/events/tests/tests.py
deleted file mode 100644
index da7f94c44..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/events/tests/tests.py
+++ /dev/null
@@ -1,178 +0,0 @@
-# -*- coding: utf-8 -*-
-
-import unittest
-import events
-from events import Events, EventsException
-
-
-class TestBase(unittest.TestCase):
-    def setUp(self):
-        self.events = Events()
-
-    def callback1(self):
-        pass
-
-    def callback2(self):
-        pass
-
-    def callback3(self):
-        pass
-
-
-class TestEvents(TestBase):
-    def test_getattr(self):
-        class MyEvents(Events):
-            __events__ = ('on_eventOne', )
-
-        try:
-            MyEvents().on_eventNotOne += self.callback1
-        except EventsException:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
-
-        try:
-            self.events.on_eventNotOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-    def test_len(self):
-        # We want __events__ to be set to verify that it is not counted as
-        # part of __len__.
-        self.events = Events(events=("on_change", "on_get"))
-        self.events.on_change += self.callback1
-        self.events.on_get += self.callback2
-        self.assertEqual(len(self.events), 2)
-
-    def test_iter(self):
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_edit += self.callback1
-        i = 0
-        for event in self.events:
-            i += 1
-            self.assertTrue(isinstance(event, events.events._EventSlot))
-        self.assertEqual(i, 2)
-
-    def test_iter_custom_event_slot_cls(self):
-        class CustomEventSlot(events.events._EventSlot):
-            pass
-        self.events = Events(event_slot_cls=CustomEventSlot)
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_edit += self.callback1
-        i = 0
-        for event in self.events:
-            i += 1
-            self.assertTrue(isinstance(event, CustomEventSlot))
-        self.assertEqual(i, 2)
-
-    def test_event_slot_cls_default(self):
-        self.assertEqual(
-            events.events._EventSlot, self.events.__event_slot_cls__)
-
-    def test_event_slot_cls_custom(self):
-        class CustomEventSlot(events.events._EventSlot):
-            pass
-
-        custom = Events(event_slot_cls=CustomEventSlot)
-        self.assertEqual(CustomEventSlot, custom.__event_slot_cls__)
-
-
-class TestEventSlot(TestBase):
-    def setUp(self):
-        super(TestEventSlot, self).setUp()
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_change += self.callback3
-        self.events.on_edit += self.callback3
-
-    def test_type(self):
-        ev = self.events.on_change
-        self.assertTrue(isinstance(ev, events.events._EventSlot))
-        self.assertEqual(ev.__name__, 'on_change')
-
-    def test_len(self):
-        self.assertEqual(len(self.events.on_change), 3)
-        self.assertEqual(len(self.events.on_edit), 1)
-
-    def test_repr(self):
-        ev = self.events.on_change
-        self.assertEqual(ev.__repr__(), "event 'on_change'")
-
-    def test_iter(self):
-        ev = self.events.on_change
-        self.assertEqual(len(ev), 3)
-        i = 0
-        for target in ev:
-            i += 1
-            self.assertEqual(target.__name__, 'callback%d' % i)
-
-    def test_getitem(self):
-        ev = self.events.on_edit
-        self.assertEqual(len(ev), 1)
-        self.assertTrue(ev[0].__name__, 'callback3')
-        try:
-            ev[1]
-        except IndexError:
-            pass
-        else:
-            self.fail("IndexError expected.")
-        self.assertIs(ev, self.events["on_edit"])
-        self.assertIsNot(ev, self.events["on_change"])
-        try:
-            self.events["on_nonexistent_event"]
-        except KeyError:
-            pass
-        else:
-            self.fail("KeyError expected.")
-
-    def test_isub(self):
-        self.events.on_change -= self.callback1
-        ev = self.events.on_change
-        self.assertEqual(len(ev), 2)
-        self.assertEqual(ev[0].__name__, 'callback2')
-        self.assertEqual(ev[1].__name__, 'callback3')
-
-
-class TestInstanceEvents(TestBase):
-
-    def test_getattr(self):
-
-        MyEvents = Events(('on_eventOne', ))
-
-        try:
-            MyEvents.on_eventOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-        try:
-            MyEvents.on_eventNotOne += self.callback1
-        except EventsException:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
-
-        try:
-            self.events.on_eventNotOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-    def test_instance_restriction(self):
-
-        class MyEvents(Events):
-            __events__ = ('on_eventOne', 'on_eventTwo')
-
-        MyRestrictedInstance = MyEvents(('on_everyTwo', ))
-
-        try:
-            MyRestrictedInstance.on_everyTwo += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-        try:
-            MyRestrictedInstance.on_everyOne += self.callback1
-        except:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/LICENSE.md b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/LICENSE.md
deleted file mode 100644
index 19b6b4524..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/LICENSE.md
+++ /dev/null
@@ -1,31 +0,0 @@
-BSD 3-Clause License
-
-Copyright (c) 2013-2024, Kim Davies and contributors.
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are
-met:
-
-1. Redistributions of source code must retain the above copyright
-   notice, this list of conditions and the following disclaimer.
-
-2. Redistributions in binary form must reproduce the above copyright
-   notice, this list of conditions and the following disclaimer in the
-   documentation and/or other materials provided with the distribution.
-
-3. Neither the name of the copyright holder nor the names of its
-   contributors may be used to endorse or promote products derived from
-   this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
-HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
-SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
-TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/METADATA
deleted file mode 100644
index b28f6ecdd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/METADATA
+++ /dev/null
@@ -1,243 +0,0 @@
-Metadata-Version: 2.1
-Name: idna
-Version: 3.7
-Summary: Internationalized Domain Names in Applications (IDNA)
-Author-email: Kim Davies <kim+pypi@gumleaf.org>
-Requires-Python: >=3.5
-Description-Content-Type: text/x-rst
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: Intended Audience :: System Administrators
-Classifier: License :: OSI Approved :: BSD License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: Name Service (DNS)
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Topic :: Utilities
-Project-URL: Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst
-Project-URL: Issue tracker, https://github.com/kjd/idna/issues
-Project-URL: Source, https://github.com/kjd/idna
-
-Internationalized Domain Names in Applications (IDNA)
-=====================================================
-
-Support for the Internationalized Domain Names in
-Applications (IDNA) protocol as specified in `RFC 5891
-<https://tools.ietf.org/html/rfc5891>`_. This is the latest version of
-the protocol and is sometimes referred to as “IDNA 2008”.
-
-This library also provides support for Unicode Technical
-Standard 46, `Unicode IDNA Compatibility Processing
-<https://unicode.org/reports/tr46/>`_.
-
-This acts as a suitable replacement for the “encodings.idna”
-module that comes with the Python standard library, but which
-only supports the older superseded IDNA specification (`RFC 3490
-<https://tools.ietf.org/html/rfc3490>`_).
-
-Basic functions are simply executed:
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('ドメイン.テスト')
-    b'xn--eckwd4c7c.xn--zckzah'
-    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
-    ドメイン.テスト
-
-
-Installation
-------------
-
-This package is available for installation from PyPI:
-
-.. code-block:: bash
-
-    $ python3 -m pip install idna
-
-
-Usage
------
-
-For typical usage, the ``encode`` and ``decode`` functions will take a
-domain name argument and perform a conversion to A-labels or U-labels
-respectively.
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('ドメイン.テスト')
-    b'xn--eckwd4c7c.xn--zckzah'
-    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
-    ドメイン.テスト
-
-You may use the codec encoding and decoding methods using the
-``idna.codec`` module:
-
-.. code-block:: pycon
-
-    >>> import idna.codec
-    >>> print('домен.испытание'.encode('idna2008'))
-    b'xn--d1acufc.xn--80akhbyknj4f'
-    >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna2008'))
-    домен.испытание
-
-Conversions can be applied at a per-label basis using the ``ulabel`` or
-``alabel`` functions if necessary:
-
-.. code-block:: pycon
-
-    >>> idna.alabel('测试')
-    b'xn--0zwm56d'
-
-Compatibility Mapping (UTS #46)
-+++++++++++++++++++++++++++++++
-
-As described in `RFC 5895 <https://tools.ietf.org/html/rfc5895>`_, the
-IDNA specification does not normalize input from different potential
-ways a user may input a domain name. This functionality, known as
-a “mapping”, is considered by the specification to be a local
-user-interface issue distinct from IDNA conversion functionality.
-
-This library provides one such mapping that was developed by the
-Unicode Consortium. Known as `Unicode IDNA Compatibility Processing
-<https://unicode.org/reports/tr46/>`_, it provides for both a regular
-mapping for typical applications, as well as a transitional mapping to
-help migrate from older IDNA 2003 applications.
-
-For example, “Königsgäßchen” is not a permissible label as *LATIN
-CAPITAL LETTER K* is not allowed (nor are capital letters in general).
-UTS 46 will convert this into lower case prior to applying the IDNA
-conversion.
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('Königsgäßchen')
-    ...
-    idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed
-    >>> idna.encode('Königsgäßchen', uts46=True)
-    b'xn--knigsgchen-b4a3dun'
-    >>> print(idna.decode('xn--knigsgchen-b4a3dun'))
-    königsgäßchen
-
-Transitional processing provides conversions to help transition from
-the older 2003 standard to the current standard. For example, in the
-original IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was
-converted into two *LATIN SMALL LETTER S* (ss), whereas in the current
-IDNA specification this conversion is not performed.
-
-.. code-block:: pycon
-
-    >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)
-    'xn--knigsgsschen-lcb0w'
-
-Implementers should use transitional processing with caution, only in
-rare cases where conversion from legacy labels to current labels must be
-performed (i.e. IDNA implementations that pre-date 2008). For typical
-applications that just need to convert labels, transitional processing
-is unlikely to be beneficial and could produce unexpected incompatible
-results.
-
-``encodings.idna`` Compatibility
-++++++++++++++++++++++++++++++++
-
-Function calls from the Python built-in ``encodings.idna`` module are
-mapped to their IDNA 2008 equivalents using the ``idna.compat`` module.
-Simply substitute the ``import`` clause in your code to refer to the new
-module name.
-
-Exceptions
-----------
-
-All errors raised during the conversion following the specification
-should raise an exception derived from the ``idna.IDNAError`` base
-class.
-
-More specific exceptions that may be generated as ``idna.IDNABidiError``
-when the error reflects an illegal combination of left-to-right and
-right-to-left characters in a label; ``idna.InvalidCodepoint`` when
-a specific codepoint is an illegal character in an IDN label (i.e.
-INVALID); and ``idna.InvalidCodepointContext`` when the codepoint is
-illegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ
-but the contextual requirements are not satisfied.)
-
-Building and Diagnostics
-------------------------
-
-The IDNA and UTS 46 functionality relies upon pre-calculated lookup
-tables for performance. These tables are derived from computing against
-eligibility criteria in the respective standards. These tables are
-computed using the command-line script ``tools/idna-data``.
-
-This tool will fetch relevant codepoint data from the Unicode repository
-and perform the required calculations to identify eligibility. There are
-three main modes:
-
-* ``idna-data make-libdata``. Generates ``idnadata.py`` and
-  ``uts46data.py``, the pre-calculated lookup tables used for IDNA and
-  UTS 46 conversions. Implementers who wish to track this library against
-  a different Unicode version may use this tool to manually generate a
-  different version of the ``idnadata.py`` and ``uts46data.py`` files.
-
-* ``idna-data make-table``. Generate a table of the IDNA disposition
-  (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix
-  B.1 of RFC 5892 and the pre-computed tables published by `IANA
-  <https://www.iana.org/>`_.
-
-* ``idna-data U+0061``. Prints debugging output on the various
-  properties associated with an individual Unicode codepoint (in this
-  case, U+0061), that are used to assess the IDNA and UTS 46 status of a
-  codepoint. This is helpful in debugging or analysis.
-
-The tool accepts a number of arguments, described using ``idna-data
--h``. Most notably, the ``--version`` argument allows the specification
-of the version of Unicode to be used in computing the table data. For
-example, ``idna-data --version 9.0.0 make-libdata`` will generate
-library data against Unicode 9.0.0.
-
-
-Additional Notes
-----------------
-
-* **Packages**. The latest tagged release version is published in the
-  `Python Package Index <https://pypi.org/project/idna/>`_.
-
-* **Version support**. This library supports Python 3.5 and higher.
-  As this library serves as a low-level toolkit for a variety of
-  applications, many of which strive for broad compatibility with older
-  Python versions, there is no rush to remove older interpreter support.
-  Removing support for older versions should be well justified in that the
-  maintenance burden has become too high.
-
-* **Python 2**. Python 2 is supported by version 2.x of this library.
-  While active development of the version 2.x series has ended, notable
-  issues being corrected may be backported to 2.x. Use "idna<3" in your
-  requirements file if you need this library for a Python 2 application.
-
-* **Testing**. The library has a test suite based on each rule of the
-  IDNA specification, as well as tests that are provided as part of the
-  Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing
-  <https://unicode.org/reports/tr46/>`_.
-
-* **Emoji**. It is an occasional request to support emoji domains in
-  this library. Encoding of symbols like emoji is expressly prohibited by
-  the technical standard IDNA 2008 and emoji domains are broadly phased
-  out across the domain industry due to associated security risks. For
-  now, applications that need to support these non-compliant labels
-  may wish to consider trying the encode/decode operation in this library
-  first, and then falling back to using `encodings.idna`. See `the Github
-  project <https://github.com/kjd/idna/issues/18>`_ for more discussion.
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/RECORD
deleted file mode 100644
index bf84d3918..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/RECORD
+++ /dev/null
@@ -1,22 +0,0 @@
-idna-3.7.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-idna-3.7.dist-info/LICENSE.md,sha256=pZ8LDvNjWHQQmkRhykT_enDVBpboFHZ7-vch1Mmw2w8,1541
-idna-3.7.dist-info/METADATA,sha256=OixCk-dKLZkPy-MfviOmiPvwJ1O2K_8rqCrFjC_uxy4,9888
-idna-3.7.dist-info/RECORD,,
-idna-3.7.dist-info/WHEEL,sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4,81
-idna/__init__.py,sha256=KJQN1eQBr8iIK5SKrJ47lXvxG0BJ7Lm38W4zT0v_8lk,849
-idna/__pycache__/__init__.cpython-311.pyc,,
-idna/__pycache__/codec.cpython-311.pyc,,
-idna/__pycache__/compat.cpython-311.pyc,,
-idna/__pycache__/core.cpython-311.pyc,,
-idna/__pycache__/idnadata.cpython-311.pyc,,
-idna/__pycache__/intranges.cpython-311.pyc,,
-idna/__pycache__/package_data.cpython-311.pyc,,
-idna/__pycache__/uts46data.cpython-311.pyc,,
-idna/codec.py,sha256=PS6m-XmdST7Wj7J7ulRMakPDt5EBJyYrT3CPtjh-7t4,3426
-idna/compat.py,sha256=0_sOEUMT4CVw9doD3vyRhX80X19PwqFoUBs7gWsFME4,321
-idna/core.py,sha256=lyhpoe2vulEaB_65xhXmoKgO-xUqFDvcwxu5hpNNO4E,12663
-idna/idnadata.py,sha256=dqRwytzkjIHMBa2R1lYvHDwACenZPt8eGVu1Y8UBE-E,78320
-idna/intranges.py,sha256=YBr4fRYuWH7kTKS2tXlFjM24ZF1Pdvcir-aywniInqg,1881
-idna/package_data.py,sha256=Tkt0KnIeyIlnHddOaz9WSkkislNgokJAuE-p5GorMqo,21
-idna/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-idna/uts46data.py,sha256=1KuksWqLuccPXm2uyRVkhfiFLNIhM_H2m4azCcnOqEU,206503
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/WHEEL
deleted file mode 100644
index 3b5e64b5e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna-3.7.dist-info/WHEEL
+++ /dev/null
@@ -1,4 +0,0 @@
-Wheel-Version: 1.0
-Generator: flit 3.9.0
-Root-Is-Purelib: true
-Tag: py3-none-any
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/__init__.py
deleted file mode 100644
index a40eeafcc..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/__init__.py
+++ /dev/null
@@ -1,44 +0,0 @@
-from .package_data import __version__
-from .core import (
-    IDNABidiError,
-    IDNAError,
-    InvalidCodepoint,
-    InvalidCodepointContext,
-    alabel,
-    check_bidi,
-    check_hyphen_ok,
-    check_initial_combiner,
-    check_label,
-    check_nfc,
-    decode,
-    encode,
-    ulabel,
-    uts46_remap,
-    valid_contextj,
-    valid_contexto,
-    valid_label_length,
-    valid_string_length,
-)
-from .intranges import intranges_contain
-
-__all__ = [
-    "IDNABidiError",
-    "IDNAError",
-    "InvalidCodepoint",
-    "InvalidCodepointContext",
-    "alabel",
-    "check_bidi",
-    "check_hyphen_ok",
-    "check_initial_combiner",
-    "check_label",
-    "check_nfc",
-    "decode",
-    "encode",
-    "intranges_contain",
-    "ulabel",
-    "uts46_remap",
-    "valid_contextj",
-    "valid_contexto",
-    "valid_label_length",
-    "valid_string_length",
-]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/codec.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/codec.py
deleted file mode 100644
index c855a4de6..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/codec.py
+++ /dev/null
@@ -1,118 +0,0 @@
-from .core import encode, decode, alabel, ulabel, IDNAError
-import codecs
-import re
-from typing import Any, Tuple, Optional
-
-_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
-
-class Codec(codecs.Codec):
-
-    def encode(self, data: str, errors: str = 'strict') -> Tuple[bytes, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return b"", 0
-
-        return encode(data), len(data)
-
-    def decode(self, data: bytes, errors: str = 'strict') -> Tuple[str, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return '', 0
-
-        return decode(data), len(data)
-
-class IncrementalEncoder(codecs.BufferedIncrementalEncoder):
-    def _buffer_encode(self, data: str, errors: str, final: bool) -> Tuple[bytes, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return b'', 0
-
-        labels = _unicode_dots_re.split(data)
-        trailing_dot = b''
-        if labels:
-            if not labels[-1]:
-                trailing_dot = b'.'
-                del labels[-1]
-            elif not final:
-                # Keep potentially unfinished label until the next call
-                del labels[-1]
-                if labels:
-                    trailing_dot = b'.'
-
-        result = []
-        size = 0
-        for label in labels:
-            result.append(alabel(label))
-            if size:
-                size += 1
-            size += len(label)
-
-        # Join with U+002E
-        result_bytes = b'.'.join(result) + trailing_dot
-        size += len(trailing_dot)
-        return result_bytes, size
-
-class IncrementalDecoder(codecs.BufferedIncrementalDecoder):
-    def _buffer_decode(self, data: Any, errors: str, final: bool) -> Tuple[str, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return ('', 0)
-
-        if not isinstance(data, str):
-            data = str(data, 'ascii')
-
-        labels = _unicode_dots_re.split(data)
-        trailing_dot = ''
-        if labels:
-            if not labels[-1]:
-                trailing_dot = '.'
-                del labels[-1]
-            elif not final:
-                # Keep potentially unfinished label until the next call
-                del labels[-1]
-                if labels:
-                    trailing_dot = '.'
-
-        result = []
-        size = 0
-        for label in labels:
-            result.append(ulabel(label))
-            if size:
-                size += 1
-            size += len(label)
-
-        result_str = '.'.join(result) + trailing_dot
-        size += len(trailing_dot)
-        return (result_str, size)
-
-
-class StreamWriter(Codec, codecs.StreamWriter):
-    pass
-
-
-class StreamReader(Codec, codecs.StreamReader):
-    pass
-
-
-def search_function(name: str) -> Optional[codecs.CodecInfo]:
-    if name != 'idna2008':
-        return None
-    return codecs.CodecInfo(
-        name=name,
-        encode=Codec().encode,
-        decode=Codec().decode,
-        incrementalencoder=IncrementalEncoder,
-        incrementaldecoder=IncrementalDecoder,
-        streamwriter=StreamWriter,
-        streamreader=StreamReader,
-    )
-
-codecs.register(search_function)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/compat.py
deleted file mode 100644
index 786e6bda6..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/compat.py
+++ /dev/null
@@ -1,13 +0,0 @@
-from .core import *
-from .codec import *
-from typing import Any, Union
-
-def ToASCII(label: str) -> bytes:
-    return encode(label)
-
-def ToUnicode(label: Union[bytes, bytearray]) -> str:
-    return decode(label)
-
-def nameprep(s: Any) -> None:
-    raise NotImplementedError('IDNA 2008 does not utilise nameprep protocol')
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/core.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/core.py
deleted file mode 100644
index 0dae61acd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/core.py
+++ /dev/null
@@ -1,395 +0,0 @@
-from . import idnadata
-import bisect
-import unicodedata
-import re
-from typing import Union, Optional
-from .intranges import intranges_contain
-
-_virama_combining_class = 9
-_alabel_prefix = b'xn--'
-_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
-
-class IDNAError(UnicodeError):
-    """ Base exception for all IDNA-encoding related problems """
-    pass
-
-
-class IDNABidiError(IDNAError):
-    """ Exception when bidirectional requirements are not satisfied """
-    pass
-
-
-class InvalidCodepoint(IDNAError):
-    """ Exception when a disallowed or unallocated codepoint is used """
-    pass
-
-
-class InvalidCodepointContext(IDNAError):
-    """ Exception when the codepoint is not valid in the context it is used """
-    pass
-
-
-def _combining_class(cp: int) -> int:
-    v = unicodedata.combining(chr(cp))
-    if v == 0:
-        if not unicodedata.name(chr(cp)):
-            raise ValueError('Unknown character in unicodedata')
-    return v
-
-def _is_script(cp: str, script: str) -> bool:
-    return intranges_contain(ord(cp), idnadata.scripts[script])
-
-def _punycode(s: str) -> bytes:
-    return s.encode('punycode')
-
-def _unot(s: int) -> str:
-    return 'U+{:04X}'.format(s)
-
-
-def valid_label_length(label: Union[bytes, str]) -> bool:
-    if len(label) > 63:
-        return False
-    return True
-
-
-def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool:
-    if len(label) > (254 if trailing_dot else 253):
-        return False
-    return True
-
-
-def check_bidi(label: str, check_ltr: bool = False) -> bool:
-    # Bidi rules should only be applied if string contains RTL characters
-    bidi_label = False
-    for (idx, cp) in enumerate(label, 1):
-        direction = unicodedata.bidirectional(cp)
-        if direction == '':
-            # String likely comes from a newer version of Unicode
-            raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx))
-        if direction in ['R', 'AL', 'AN']:
-            bidi_label = True
-    if not bidi_label and not check_ltr:
-        return True
-
-    # Bidi rule 1
-    direction = unicodedata.bidirectional(label[0])
-    if direction in ['R', 'AL']:
-        rtl = True
-    elif direction == 'L':
-        rtl = False
-    else:
-        raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label)))
-
-    valid_ending = False
-    number_type = None  # type: Optional[str]
-    for (idx, cp) in enumerate(label, 1):
-        direction = unicodedata.bidirectional(cp)
-
-        if rtl:
-            # Bidi rule 2
-            if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
-                raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx))
-            # Bidi rule 3
-            if direction in ['R', 'AL', 'EN', 'AN']:
-                valid_ending = True
-            elif direction != 'NSM':
-                valid_ending = False
-            # Bidi rule 4
-            if direction in ['AN', 'EN']:
-                if not number_type:
-                    number_type = direction
-                else:
-                    if number_type != direction:
-                        raise IDNABidiError('Can not mix numeral types in a right-to-left label')
-        else:
-            # Bidi rule 5
-            if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
-                raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx))
-            # Bidi rule 6
-            if direction in ['L', 'EN']:
-                valid_ending = True
-            elif direction != 'NSM':
-                valid_ending = False
-
-    if not valid_ending:
-        raise IDNABidiError('Label ends with illegal codepoint directionality')
-
-    return True
-
-
-def check_initial_combiner(label: str) -> bool:
-    if unicodedata.category(label[0])[0] == 'M':
-        raise IDNAError('Label begins with an illegal combining character')
-    return True
-
-
-def check_hyphen_ok(label: str) -> bool:
-    if label[2:4] == '--':
-        raise IDNAError('Label has disallowed hyphens in 3rd and 4th position')
-    if label[0] == '-' or label[-1] == '-':
-        raise IDNAError('Label must not start or end with a hyphen')
-    return True
-
-
-def check_nfc(label: str) -> None:
-    if unicodedata.normalize('NFC', label) != label:
-        raise IDNAError('Label must be in Normalization Form C')
-
-
-def valid_contextj(label: str, pos: int) -> bool:
-    cp_value = ord(label[pos])
-
-    if cp_value == 0x200c:
-
-        if pos > 0:
-            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
-                return True
-
-        ok = False
-        for i in range(pos-1, -1, -1):
-            joining_type = idnadata.joining_types.get(ord(label[i]))
-            if joining_type == ord('T'):
-                continue
-            elif joining_type in [ord('L'), ord('D')]:
-                ok = True
-                break
-            else:
-                break
-
-        if not ok:
-            return False
-
-        ok = False
-        for i in range(pos+1, len(label)):
-            joining_type = idnadata.joining_types.get(ord(label[i]))
-            if joining_type == ord('T'):
-                continue
-            elif joining_type in [ord('R'), ord('D')]:
-                ok = True
-                break
-            else:
-                break
-        return ok
-
-    if cp_value == 0x200d:
-
-        if pos > 0:
-            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
-                return True
-        return False
-
-    else:
-
-        return False
-
-
-def valid_contexto(label: str, pos: int, exception: bool = False) -> bool:
-    cp_value = ord(label[pos])
-
-    if cp_value == 0x00b7:
-        if 0 < pos < len(label)-1:
-            if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c:
-                return True
-        return False
-
-    elif cp_value == 0x0375:
-        if pos < len(label)-1 and len(label) > 1:
-            return _is_script(label[pos + 1], 'Greek')
-        return False
-
-    elif cp_value == 0x05f3 or cp_value == 0x05f4:
-        if pos > 0:
-            return _is_script(label[pos - 1], 'Hebrew')
-        return False
-
-    elif cp_value == 0x30fb:
-        for cp in label:
-            if cp == '\u30fb':
-                continue
-            if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'):
-                return True
-        return False
-
-    elif 0x660 <= cp_value <= 0x669:
-        for cp in label:
-            if 0x6f0 <= ord(cp) <= 0x06f9:
-                return False
-        return True
-
-    elif 0x6f0 <= cp_value <= 0x6f9:
-        for cp in label:
-            if 0x660 <= ord(cp) <= 0x0669:
-                return False
-        return True
-
-    return False
-
-
-def check_label(label: Union[str, bytes, bytearray]) -> None:
-    if isinstance(label, (bytes, bytearray)):
-        label = label.decode('utf-8')
-    if len(label) == 0:
-        raise IDNAError('Empty Label')
-
-    check_nfc(label)
-    check_hyphen_ok(label)
-    check_initial_combiner(label)
-
-    for (pos, cp) in enumerate(label):
-        cp_value = ord(cp)
-        if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']):
-            continue
-        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']):
-            if not valid_contextj(label, pos):
-                raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format(
-                    _unot(cp_value), pos+1, repr(label)))
-        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']):
-            if not valid_contexto(label, pos):
-                raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label)))
-        else:
-            raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label)))
-
-    check_bidi(label)
-
-
-def alabel(label: str) -> bytes:
-    try:
-        label_bytes = label.encode('ascii')
-        ulabel(label_bytes)
-        if not valid_label_length(label_bytes):
-            raise IDNAError('Label too long')
-        return label_bytes
-    except UnicodeEncodeError:
-        pass
-
-    check_label(label)
-    label_bytes = _alabel_prefix + _punycode(label)
-
-    if not valid_label_length(label_bytes):
-        raise IDNAError('Label too long')
-
-    return label_bytes
-
-
-def ulabel(label: Union[str, bytes, bytearray]) -> str:
-    if not isinstance(label, (bytes, bytearray)):
-        try:
-            label_bytes = label.encode('ascii')
-        except UnicodeEncodeError:
-            check_label(label)
-            return label
-    else:
-        label_bytes = label
-
-    label_bytes = label_bytes.lower()
-    if label_bytes.startswith(_alabel_prefix):
-        label_bytes = label_bytes[len(_alabel_prefix):]
-        if not label_bytes:
-            raise IDNAError('Malformed A-label, no Punycode eligible content found')
-        if label_bytes.decode('ascii')[-1] == '-':
-            raise IDNAError('A-label must not end with a hyphen')
-    else:
-        check_label(label_bytes)
-        return label_bytes.decode('ascii')
-
-    try:
-        label = label_bytes.decode('punycode')
-    except UnicodeError:
-        raise IDNAError('Invalid A-label')
-    check_label(label)
-    return label
-
-
-def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str:
-    """Re-map the characters in the string according to UTS46 processing."""
-    from .uts46data import uts46data
-    output = ''
-
-    for pos, char in enumerate(domain):
-        code_point = ord(char)
-        try:
-            uts46row = uts46data[code_point if code_point < 256 else
-                bisect.bisect_left(uts46data, (code_point, 'Z')) - 1]
-            status = uts46row[1]
-            replacement = None  # type: Optional[str]
-            if len(uts46row) == 3:
-                replacement = uts46row[2]
-            if (status == 'V' or
-                    (status == 'D' and not transitional) or
-                    (status == '3' and not std3_rules and replacement is None)):
-                output += char
-            elif replacement is not None and (status == 'M' or
-                    (status == '3' and not std3_rules) or
-                    (status == 'D' and transitional)):
-                output += replacement
-            elif status != 'I':
-                raise IndexError()
-        except IndexError:
-            raise InvalidCodepoint(
-                'Codepoint {} not allowed at position {} in {}'.format(
-                _unot(code_point), pos + 1, repr(domain)))
-
-    return unicodedata.normalize('NFC', output)
-
-
-def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes:
-    if not isinstance(s, str):
-        try:
-            s = str(s, 'ascii')
-        except UnicodeDecodeError:
-            raise IDNAError('should pass a unicode string to the function rather than a byte string.')
-    if uts46:
-        s = uts46_remap(s, std3_rules, transitional)
-    trailing_dot = False
-    result = []
-    if strict:
-        labels = s.split('.')
-    else:
-        labels = _unicode_dots_re.split(s)
-    if not labels or labels == ['']:
-        raise IDNAError('Empty domain')
-    if labels[-1] == '':
-        del labels[-1]
-        trailing_dot = True
-    for label in labels:
-        s = alabel(label)
-        if s:
-            result.append(s)
-        else:
-            raise IDNAError('Empty label')
-    if trailing_dot:
-        result.append(b'')
-    s = b'.'.join(result)
-    if not valid_string_length(s, trailing_dot):
-        raise IDNAError('Domain too long')
-    return s
-
-
-def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str:
-    try:
-        if not isinstance(s, str):
-            s = str(s, 'ascii')
-    except UnicodeDecodeError:
-        raise IDNAError('Invalid ASCII in A-label')
-    if uts46:
-        s = uts46_remap(s, std3_rules, False)
-    trailing_dot = False
-    result = []
-    if not strict:
-        labels = _unicode_dots_re.split(s)
-    else:
-        labels = s.split('.')
-    if not labels or labels == ['']:
-        raise IDNAError('Empty domain')
-    if not labels[-1]:
-        del labels[-1]
-        trailing_dot = True
-    for label in labels:
-        s = ulabel(label)
-        if s:
-            result.append(s)
-        else:
-            raise IDNAError('Empty label')
-    if trailing_dot:
-        result.append('')
-    return '.'.join(result)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/idnadata.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/idnadata.py
deleted file mode 100644
index c61dcf977..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/idnadata.py
+++ /dev/null
@@ -1,4245 +0,0 @@
-# This file is automatically generated by tools/idna-data
-
-__version__ = '15.1.0'
-scripts = {
-    'Greek': (
-        0x37000000374,
-        0x37500000378,
-        0x37a0000037e,
-        0x37f00000380,
-        0x38400000385,
-        0x38600000387,
-        0x3880000038b,
-        0x38c0000038d,
-        0x38e000003a2,
-        0x3a3000003e2,
-        0x3f000000400,
-        0x1d2600001d2b,
-        0x1d5d00001d62,
-        0x1d6600001d6b,
-        0x1dbf00001dc0,
-        0x1f0000001f16,
-        0x1f1800001f1e,
-        0x1f2000001f46,
-        0x1f4800001f4e,
-        0x1f5000001f58,
-        0x1f5900001f5a,
-        0x1f5b00001f5c,
-        0x1f5d00001f5e,
-        0x1f5f00001f7e,
-        0x1f8000001fb5,
-        0x1fb600001fc5,
-        0x1fc600001fd4,
-        0x1fd600001fdc,
-        0x1fdd00001ff0,
-        0x1ff200001ff5,
-        0x1ff600001fff,
-        0x212600002127,
-        0xab650000ab66,
-        0x101400001018f,
-        0x101a0000101a1,
-        0x1d2000001d246,
-    ),
-    'Han': (
-        0x2e8000002e9a,
-        0x2e9b00002ef4,
-        0x2f0000002fd6,
-        0x300500003006,
-        0x300700003008,
-        0x30210000302a,
-        0x30380000303c,
-        0x340000004dc0,
-        0x4e000000a000,
-        0xf9000000fa6e,
-        0xfa700000fada,
-        0x16fe200016fe4,
-        0x16ff000016ff2,
-        0x200000002a6e0,
-        0x2a7000002b73a,
-        0x2b7400002b81e,
-        0x2b8200002cea2,
-        0x2ceb00002ebe1,
-        0x2ebf00002ee5e,
-        0x2f8000002fa1e,
-        0x300000003134b,
-        0x31350000323b0,
-    ),
-    'Hebrew': (
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/intranges.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/intranges.py
deleted file mode 100644
index 6a43b0475..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/intranges.py
+++ /dev/null
@@ -1,54 +0,0 @@
-"""
-Given a list of integers, made up of (hopefully) a small number of long runs
-of consecutive integers, compute a representation of the form
-((start1, end1), (start2, end2) ...). Then answer the question "was x present
-in the original list?" in time O(log(# runs)).
-"""
-
-import bisect
-from typing import List, Tuple
-
-def intranges_from_list(list_: List[int]) -> Tuple[int, ...]:
-    """Represent a list of integers as a sequence of ranges:
-    ((start_0, end_0), (start_1, end_1), ...), such that the original
-    integers are exactly those x such that start_i <= x < end_i for some i.
-
-    Ranges are encoded as single integers (start << 32 | end), not as tuples.
-    """
-
-    sorted_list = sorted(list_)
-    ranges = []
-    last_write = -1
-    for i in range(len(sorted_list)):
-        if i+1 < len(sorted_list):
-            if sorted_list[i] == sorted_list[i+1]-1:
-                continue
-        current_range = sorted_list[last_write+1:i+1]
-        ranges.append(_encode_range(current_range[0], current_range[-1] + 1))
-        last_write = i
-
-    return tuple(ranges)
-
-def _encode_range(start: int, end: int) -> int:
-    return (start << 32) | end
-
-def _decode_range(r: int) -> Tuple[int, int]:
-    return (r >> 32), (r & ((1 << 32) - 1))
-
-
-def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool:
-    """Determine if `int_` falls into one of the ranges in `ranges`."""
-    tuple_ = _encode_range(int_, 0)
-    pos = bisect.bisect_left(ranges, tuple_)
-    # we could be immediately ahead of a tuple (start, end)
-    # with start < int_ <= end
-    if pos > 0:
-        left, right = _decode_range(ranges[pos-1])
-        if left <= int_ < right:
-            return True
-    # or we could be immediately behind a tuple (int_, end)
-    if pos < len(ranges):
-        left, _ = _decode_range(ranges[pos])
-        if left == int_:
-            return True
-    return False
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/package_data.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/package_data.py
deleted file mode 100644
index ed8111336..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/package_data.py
+++ /dev/null
@@ -1,2 +0,0 @@
-__version__ = '3.7'
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/idna/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/idna/uts46data.py b/eventbridge-lambda-bedrock/functions/layers/python/idna/uts46data.py
deleted file mode 100644
index 6a1eddbfd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/idna/uts46data.py
+++ /dev/null
@@ -1,8598 +0,0 @@
-# This file is automatically generated by tools/idna-data
-# vim: set fileencoding=utf-8 :
-
-from typing import List, Tuple, Union
-
-
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-
-
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
deleted file mode 100644
index c22865c32..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
+++ /dev/null
@@ -1,2 +0,0 @@
-For a list of all our amazing authors please see the contributors page:
-https://github.com/opensearch-project/opensearch-py/graphs/contributors
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
deleted file mode 100644
index f49a4e16e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
+++ /dev/null
@@ -1,201 +0,0 @@
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\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
deleted file mode 100644
index eade90bab..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
+++ /dev/null
@@ -1,126 +0,0 @@
-Metadata-Version: 2.1
-Name: opensearch-py
-Version: 2.6.0
-Summary: Python client for OpenSearch
-Home-page: https://github.com/opensearch-project/opensearch-py
-Author: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
-Author-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
-Maintainer: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
-Maintainer-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
-License: Apache-2.0
-Project-URL: Documentation, https://opensearch.org/docs/clients/python
-Project-URL: Source Code, https://github.com/opensearch-project/opensearch-py
-Project-URL: Issue Tracker, https://github.com/opensearch-project/opensearch-py/issues
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Intended Audience :: Developers
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
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-[![Release](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml)
-[![CI](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml)
-[![Integration](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml)
-[![Chat](https://img.shields.io/badge/chat-on%20forums-blue)](https://discuss.opendistrocommunity.dev/c/clients/)
-![PRs welcome!](https://img.shields.io/badge/PRs-welcome!-success)
-
-![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)
-
-OpenSearch Python Client
-
-- [Welcome!](https://github.com/opensearch-project/opensearch-py#welcome)
-- [User Guide](https://github.com/opensearch-project/opensearch-py#user-guide)
-- [API Doc](https://opensearch-project.github.io/opensearch-py/)
-- [Compatibility with OpenSearch](https://github.com/opensearch-project/opensearch-py#compatibility-with-opensearch)
-- [Project Resources](https://github.com/opensearch-project/opensearch-py#project-resources)
-- [Code of Conduct](https://github.com/opensearch-project/opensearch-py#code-of-conduct)
-- [License](https://github.com/opensearch-project/opensearch-py#license)
-- [Copyright](https://github.com/opensearch-project/opensearch-py#copyright)
-
-# Welcome!
-
-**opensearch-py** is [a community-driven, open source fork](https://aws.amazon.com/blogs/opensource/introducing-opensearch/)
-of elasticsearch-py licensed under the [Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt). 
-For more information, see [opensearch.org](https://opensearch.org/) and the [API Doc](https://opensearch-project.github.io/opensearch-py/).
-
-## User Guide
-
-To get started with the OpenSearch Python Client, see [User Guide](https://github.com/opensearch-project/opensearch-py/blob/main/USER_GUIDE.md). This repository also contains [working samples](https://github.com/opensearch-project/opensearch-py/tree/main/samples) and [benchmarks](https://github.com/opensearch-project/opensearch-py/tree/main/benchmarks).
-
-## Compatibility with OpenSearch
-
-See [Compatibility](https://github.com/opensearch-project/opensearch-py/blob/main/COMPATIBILITY.md).
-
-## Project Resources
-
-* [Project Website](https://opensearch.org/)
-* [Downloads](https://opensearch.org/downloads.html)
-* [Documentation](https://opensearch.org/docs/latest/clients/python/)
-* Need help? Try [Forums](https://discuss.opendistrocommunity.dev/)
-* [Project Principles](https://opensearch.org/#principles)
-* [Contributing to OpenSearch](https://github.com/opensearch-project/opensearch-py/blob/main/CONTRIBUTING.md)
-* [Maintainer Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/MAINTAINERS.md)
-* [Release Management](https://github.com/opensearch-project/opensearch-py/blob/main/RELEASING.md)
-* [Admin Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/ADMINS.md)
-* [Security](https://github.com/opensearch-project/opensearch-py/blob/main/SECURITY.md)
-
-## Code of Conduct
-
-This project has adopted the 
-[Amazon Open Source Code of Conduct](https://github.com/opensearch-project/opensearch-py/blob/main/CODE_OF_CONDUCT.md).
-For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact 
-[opensource-codeofconduct@amazon.com](mailto:opensource-codeofconduct@amazon.com) with any additional questions or comments.
-
-## License
-
-This project is licensed under the
-[Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt).
-
-## Copyright
-
-Copyright OpenSearch Contributors. See 
-[NOTICE](https://github.com/opensearch-project/opensearch-py/blob/main/NOTICE.txt) for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
deleted file mode 100644
index d317fb967..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-OpenSearch (https://opensearch.org/)
-Copyright OpenSearch Contributors
-
-This product includes software developed by
-Elasticsearch (http://www.elastic.co).
-
-This product includes software developed by The Apache Software
-Foundation (http://www.apache.org/).
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deleted file mode 100644
index 0abef7b06..000000000
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+++ /dev/null
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-opensearchpy/helpers/response/__init__.py,sha256=BCrpg-xR89T662hs-8qwOg8xQhArN88eh5luqM5QahA,4623
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-opensearchpy/helpers/response/hit.py,sha256=l5ueYZXYtUZZSUJRjTsHQ8LoEMWMGgtE1Qa9ruV59rU,2263
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-opensearchpy/helpers/signer.py,sha256=6rEZ6Q6FeoSOaG3D06gM2zN6AzmMr0FXQ02e7IWddiE,5030
-opensearchpy/helpers/test.py,sha256=mDPxDFvljYu3sj0W_JywuaDpb6gdFCXiPNkL-bDlauc,3619
-opensearchpy/helpers/update_by_query.py,sha256=puBTH0bFWtMQ0qzoPsjc4-djA8ldmZeVtj_Ebqfz6FU,5506
-opensearchpy/helpers/utils.py,sha256=FE82Z6m4eHyoBq62Ypx6y_UJo2a_f1SwWcWcqjZGF1M,20342
-opensearchpy/helpers/wrappers.py,sha256=Knhv2_wSAsauzPcKon7pXUvW5H1RpFk_roGg7Kh5Bho,2944
-opensearchpy/metrics/__init__.py,sha256=QM5m-QVGZOC34-uxXYxzcbutDnq4PLZN9ifbY6T7wVI,459
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-opensearchpy/metrics/__pycache__/metrics_none.cpython-311.pyc,,
-opensearchpy/metrics/metrics.py,sha256=fOtkkbEk8Swq6R663l-poVXR4LDtGRJ5-5qi-G8Qve0,995
-opensearchpy/metrics/metrics_events.py,sha256=xNM5eQaJ1H-U975T_r1WuyYp2TaPoIv11Gnp60wmdTw,1775
-opensearchpy/metrics/metrics_none.py,sha256=V807w83O8yfRS-Zl6IBILPv5YF8wbDY0Dt-Fde2zvYo,1303
-opensearchpy/plugins/__init__.py,sha256=6S8ATE9Dc8k-8HXn9CLohbN-5kGXtZ8IOZg9Oaqd-TQ,279
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-opensearchpy/plugins/__pycache__/alerting.cpython-311.pyc,,
-opensearchpy/plugins/__pycache__/index_management.cpython-311.pyc,,
-opensearchpy/plugins/__pycache__/knn.cpython-311.pyc,,
-opensearchpy/plugins/__pycache__/notifications.cpython-311.pyc,,
-opensearchpy/plugins/__pycache__/rollups.cpython-311.pyc,,
-opensearchpy/plugins/__pycache__/transforms.cpython-311.pyc,,
-opensearchpy/plugins/alerting.py,sha256=ouvV8RHmSZ4S-P2pLQIWGnoPfr7duJZjywHoOYCrQQo,6962
-opensearchpy/plugins/index_management.py,sha256=9LQd-RGs9WxZUI0fKwbQDuKSkF2e7q4ZJ8wFLadW5tY,5158
-opensearchpy/plugins/knn.py,sha256=SqOtzUG5he4pBM9x7Gso7obNUoTvyCdRqEfpMirj1bU,15430
-opensearchpy/plugins/notifications.py,sha256=niVEXsXsIkAPz6EG9llqhcVBkSubH6Vqfnkph6tuYAo,12161
-opensearchpy/plugins/rollups.py,sha256=amwhxXcOAHszQFQeFfxyE7_czA1Dp_k5m8Gi_Dl4hnA,7949
-opensearchpy/plugins/transforms.py,sha256=MnCGwE2SI9WD7Q59Ox9yLyPRDSbl5wzKubb5UDN6L5E,10609
-opensearchpy/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-opensearchpy/serializer.py,sha256=C_C31aCScXi2lsZnCgZ4yKEhjTLu0waxgFBQWDfwqc0,6514
-opensearchpy/transport.py,sha256=ug9T8tN2tYUBEWAw4X003OrS5sAZQXvW3X2ll3_YJXs,20620
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
deleted file mode 100644
index 832be1113..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.43.0)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
deleted file mode 100644
index e34654d44..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-opensearchpy
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/__init__.py
deleted file mode 100644
index 4cf251dbc..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/__init__.py
+++ /dev/null
@@ -1,265 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# flake8: noqa
-from __future__ import absolute_import
-
-import logging
-import re
-import warnings
-
-from ._version import __versionstr__
-
-_major, _minor, _patch = [
-    int(x) for x in re.search(r"^(\d+)\.(\d+)\.(\d+)", __versionstr__).groups()  # type: ignore
-]
-
-VERSION = __version__ = (_major, _minor, _patch)
-
-logger = logging.getLogger("opensearch")
-logger.addHandler(logging.NullHandler())
-
-from .client import OpenSearch
-from .connection import (
-    Connection,
-    RequestsHttpConnection,
-    Urllib3HttpConnection,
-    connections,
-)
-from .connection_pool import ConnectionPool, ConnectionSelector, RoundRobinSelector
-from .exceptions import (
-    AuthenticationException,
-    AuthorizationException,
-    ConflictError,
-    ConnectionError,
-    ConnectionTimeout,
-    IllegalOperation,
-    ImproperlyConfigured,
-    NotFoundError,
-    OpenSearchDeprecationWarning,
-    OpenSearchDslException,
-    OpenSearchException,
-    OpenSearchWarning,
-    RequestError,
-    SerializationError,
-    SSLError,
-    TransportError,
-    UnknownDslObject,
-    ValidationException,
-)
-from .helpers import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
-from .helpers.aggs import A
-from .helpers.analysis import analyzer, char_filter, normalizer, token_filter, tokenizer
-from .helpers.document import Document, InnerDoc, MetaField
-from .helpers.faceted_search import (
-    DateHistogramFacet,
-    Facet,
-    FacetedResponse,
-    FacetedSearch,
-    HistogramFacet,
-    NestedFacet,
-    RangeFacet,
-    TermsFacet,
-)
-from .helpers.field import (
-    Binary,
-    Boolean,
-    Byte,
-    Completion,
-    CustomField,
-    Date,
-    DateRange,
-    DenseVector,
-    Double,
-    DoubleRange,
-    Field,
-    Float,
-    FloatRange,
-    GeoPoint,
-    GeoShape,
-    HalfFloat,
-    Integer,
-    IntegerRange,
-    Ip,
-    IpRange,
-    Join,
-    Keyword,
-    Long,
-    LongRange,
-    Murmur3,
-    Nested,
-    Object,
-    Percolator,
-    RangeField,
-    RankFeature,
-    RankFeatures,
-    ScaledFloat,
-    SearchAsYouType,
-    Short,
-    SparseVector,
-    Text,
-    TokenCount,
-    construct_field,
-)
-from .helpers.function import SF
-from .helpers.index import Index, IndexTemplate
-from .helpers.mapping import Mapping
-from .helpers.query import Q
-from .helpers.search import MultiSearch, Search
-from .helpers.update_by_query import UpdateByQuery
-from .helpers.utils import AttrDict, AttrList, DslBase
-from .helpers.wrappers import Range
-from .metrics import Metrics, MetricsEvents, MetricsNone
-from .serializer import JSONSerializer
-from .transport import Transport
-
-# Only raise one warning per deprecation message so as not
-# to spam up the user if the same action is done multiple times.
-warnings.simplefilter("default", category=OpenSearchDeprecationWarning, append=True)
-
-__all__ = [
-    "OpenSearch",
-    "Transport",
-    "ConnectionPool",
-    "ConnectionSelector",
-    "RoundRobinSelector",
-    "JSONSerializer",
-    "Connection",
-    "RequestsHttpConnection",
-    "Urllib3HttpConnection",
-    "ImproperlyConfigured",
-    "OpenSearchException",
-    "SerializationError",
-    "TransportError",
-    "NotFoundError",
-    "ConflictError",
-    "RequestError",
-    "ConnectionError",
-    "SSLError",
-    "ConnectionTimeout",
-    "AuthenticationException",
-    "AuthorizationException",
-    "OpenSearchWarning",
-    "OpenSearchDeprecationWarning",
-    "AWSV4SignerAuth",
-    "Urllib3AWSV4SignerAuth",
-    "RequestsAWSV4SignerAuth",
-    "A",
-    "AttrDict",
-    "AttrList",
-    "Binary",
-    "Boolean",
-    "Byte",
-    "Completion",
-    "CustomField",
-    "Date",
-    "DateHistogramFacet",
-    "DateRange",
-    "DenseVector",
-    "Document",
-    "Double",
-    "DoubleRange",
-    "DslBase",
-    "Facet",
-    "FacetedResponse",
-    "FacetedSearch",
-    "Field",
-    "Float",
-    "FloatRange",
-    "GeoPoint",
-    "GeoShape",
-    "HalfFloat",
-    "HistogramFacet",
-    "IllegalOperation",
-    "Index",
-    "IndexTemplate",
-    "InnerDoc",
-    "Integer",
-    "IntegerRange",
-    "Ip",
-    "IpRange",
-    "Join",
-    "Keyword",
-    "Long",
-    "LongRange",
-    "Mapping",
-    "MetaField",
-    "MultiSearch",
-    "Murmur3",
-    "Nested",
-    "NestedFacet",
-    "Object",
-    "OpenSearchDslException",
-    "Percolator",
-    "Q",
-    "Range",
-    "RangeFacet",
-    "RangeField",
-    "RankFeature",
-    "RankFeatures",
-    "SF",
-    "ScaledFloat",
-    "Search",
-    "SearchAsYouType",
-    "Short",
-    "SparseVector",
-    "TermsFacet",
-    "Text",
-    "TokenCount",
-    "UnknownDslObject",
-    "UpdateByQuery",
-    "ValidationException",
-    "analyzer",
-    "char_filter",
-    "connections",
-    "construct_field",
-    "normalizer",
-    "token_filter",
-    "tokenizer",
-    "__versionstr__",
-    "Metrics",
-    "MetricsEvents",
-    "MetricsNone",
-]
-
-try:
-    from ._async.client import AsyncOpenSearch
-    from ._async.http_aiohttp import AIOHttpConnection, AsyncConnection
-    from ._async.transport import AsyncTransport
-    from .connection import AsyncHttpConnection
-    from .helpers import AWSV4SignerAsyncAuth
-
-    __all__ += [
-        "AIOHttpConnection",
-        "AsyncConnection",
-        "AsyncTransport",
-        "AsyncOpenSearch",
-        "AsyncHttpConnection",
-        "AWSV4SignerAsyncAuth",
-    ]
-except (ImportError, SyntaxError):
-    pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/__init__.py
deleted file mode 100644
index 7e52ae229..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/__init__.py
+++ /dev/null
@@ -1,25 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/_extra_imports.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/_extra_imports.py
deleted file mode 100644
index 5fd194610..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/_extra_imports.py
+++ /dev/null
@@ -1,53 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# type: ignore
-
-# This file exists for the sole reason of making mypy not
-# complain about type issues to do with 'aiohttp' and 'yarl'.
-# We're in a catch-22 situation:
-# - If we use 'type: ignore' on 'import aiohttp' and it's not installed
-#   mypy will complain that the annotation is unnecessary.
-# - If we don't use 'type: ignore' on 'import aiohttp' and it
-#   it's not installed mypy will complain that it can't find
-#   type hints for aiohttp.
-# So to make mypy happy we move all our 'extra' imports here
-# and add a global 'type: ignore' which mypy never complains
-# about being unnecessary.
-
-import aiohttp
-import aiohttp.client_exceptions as aiohttp_exceptions
-
-# We do this because we don't explicitly require 'yarl'
-# within our [async] extra any more.
-# See AIOHttpConnection.request() for more information why.
-try:
-    import yarl
-except ImportError:
-    yarl = False
-
-__all__ = ["aiohttp", "aiohttp_exceptions", "yarl"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/__init__.py
deleted file mode 100644
index abca30670..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/__init__.py
+++ /dev/null
@@ -1,3064 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from __future__ import unicode_literals
-
-import logging
-from typing import Any, Type
-
-from ..transport import AsyncTransport, TransportError
-from .cat import CatClient
-from .client import Client
-from .cluster import ClusterClient
-from .dangling_indices import DanglingIndicesClient
-from .features import FeaturesClient
-from .http import HttpClient
-from .indices import IndicesClient
-from .ingest import IngestClient
-from .nodes import NodesClient
-from .plugins import PluginsClient
-from .remote import RemoteClient
-from .remote_store import RemoteStoreClient
-from .search_pipeline import SearchPipelineClient
-from .security import SecurityClient
-from .snapshot import SnapshotClient
-from .tasks import TasksClient
-from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
-
-logger = logging.getLogger("opensearch")
-
-
-class AsyncOpenSearch(Client):
-    """
-    OpenSearch client. Provides a straightforward mapping from
-    Python to OpenSearch REST endpoints.
-
-    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
-    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
-    :class:`~opensearchpy.client.CatClient`,
-    :class:`~opensearchpy.client.ClusterClient`,
-    :class:`~opensearchpy.client.IndicesClient`,
-    :class:`~opensearchpy.client.IngestClient`,
-    :class:`~opensearchpy.client.NodesClient`,
-    :class:`~opensearchpy.client.SnapshotClient` and
-    :class:`~opensearchpy.client.TasksClient` respectively. This is the
-    preferred (and only supported) way to get access to those classes and their
-    methods.
-
-    You can specify your own connection class which should be used by providing
-    the ``connection_class`` parameter::
-
-        # create connection to localhost using the ThriftConnection
-        client = OpenSearch(connection_class=ThriftConnection)
-
-    If you want to turn on sniffing you have several options (described
-    in :class:`~opensearchpy.Transport`)::
-
-        # create connection that will automatically inspect the cluster to get
-        # the list of active nodes. Start with nodes running on
-        # 'opensearchnode1' and 'opensearchnode2'
-        client = OpenSearch(
-            ['opensearchnode1', 'opensearchnode2'],
-            # sniff before doing anything
-            sniff_on_start=True,
-            # refresh nodes after a node fails to respond
-            sniff_on_connection_fail=True,
-            # and also every 60 seconds
-            sniffer_timeout=60
-        )
-
-    Different hosts can have different parameters, use a dictionary per node to
-    specify those::
-
-        # connect to localhost directly and another node using SSL on port 443
-        # and an url_prefix. Note that ``port`` needs to be an int.
-        client = OpenSearch([
-            {'host': 'localhost'},
-            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
-        ])
-
-    If using SSL, there are several parameters that control how we deal with
-    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs'
-        )
-
-    If using SSL, but don't verify the certs, a warning message is showed
-    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # no verify SSL certificates
-            verify_certs=False,
-            # don't show warnings about ssl certs verification
-            ssl_show_warn=False
-        )
-
-    SSL client authentication is supported
-    (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs',
-            # PEM formatted SSL client certificate
-            client_cert='/path/to/clientcert.pem',
-            # PEM formatted SSL client key
-            client_key='/path/to/clientkey.pem'
-        )
-
-    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
-    in conflict with other options::
-
-        client = OpenSearch(
-            [
-                'http://user:secret@localhost:9200/',
-                'https://user:secret@other_host:443/production'
-            ],
-            verify_certs=True
-        )
-
-    By default, `JSONSerializer
-    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
-    is used to encode all outgoing requests.
-    However, you can implement your own custom serializer::
-
-        from opensearchpy.serializer import JSONSerializer
-
-        class SetEncoder(JSONSerializer):
-            def default(self, obj):
-                if isinstance(obj, set):
-                    return list(obj)
-                if isinstance(obj, Something):
-                    return 'CustomSomethingRepresentation'
-                return JSONSerializer.default(self, obj)
-
-        client = OpenSearch(serializer=SetEncoder())
-
-    """
-
-    # include PIT functions inside _patch.py
-    from ._patch import (  # type: ignore
-        create_point_in_time,
-        delete_point_in_time,
-        list_all_point_in_time,
-    )
-
-    def __init__(
-        self,
-        hosts: Any = None,
-        transport_class: Type[AsyncTransport] = AsyncTransport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        super().__init__(hosts, transport_class, **kwargs)
-
-        # namespaced clients for compatibility with API names
-        self.search_pipeline = SearchPipelineClient(self)
-        self.cat = CatClient(self)
-        self.cluster = ClusterClient(self)
-        self.dangling_indices = DanglingIndicesClient(self)
-        self.indices = IndicesClient(self)
-        self.ingest = IngestClient(self)
-        self.nodes = NodesClient(self)
-        self.remote = RemoteClient(self)
-        self.security = SecurityClient(self)
-        self.snapshot = SnapshotClient(self)
-        self.tasks = TasksClient(self)
-        self.remote_store = RemoteStoreClient(self)
-
-        self.features = FeaturesClient(self)
-        self.plugins = PluginsClient(self)
-        self.http = HttpClient(self)
-
-    def __repr__(self) -> Any:
-        try:
-            # get a list of all connections
-            cons: Any = self.transport.hosts
-            # truncate to 5 if there are too many
-            if len(cons) > 5:
-                cons = cons[:5] + ["..."]
-            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
-        except Exception:
-            # probably operating on custom transport and connection_pool, ignore
-            return super(AsyncOpenSearch, self).__repr__()
-
-    async def __aenter__(self) -> Any:
-        if hasattr(self.transport, "_async_call"):
-            await self.transport._async_call()
-        return self
-
-    async def __aexit__(self, *_: Any) -> None:
-        await self.close()
-
-    async def close(self) -> None:
-        """Closes the Transport and all internal connections"""
-        await self.transport.close()
-
-    # AUTO-GENERATED-API-DEFINITIONS #
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def ping(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns whether the cluster is running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        try:
-            return await self.transport.perform_request(
-                "HEAD", "/", params=params, headers=headers
-            )
-        except TransportError:
-            return False
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the cluster.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def create(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a new document in the index.  Returns a 409 response when a document
-        with a same ID already exists in the index.
-
-
-        :arg index: Name of the data stream or index to target. If the
-            target doesn’t exist and matches the name or wildcard (`*`) pattern of
-            an index template with a `data_stream` definition, this request creates
-            the data stream. If the target doesn’t exist and doesn’t match a data
-            stream template, this request creates the index.
-        :arg id: Unique identifier for the document.
-        :arg body: The document
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_create", id)
-
-        return await self.transport.perform_request(
-            "PUT", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "op_type",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def index(
-        self,
-        index: Any,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a document in an index.
-
-
-        :arg index: Name of the data stream or index to target.
-        :arg body: The document
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg op_type: Set to create to only index the document if it
-            does not already exist (put if absent).If a document with the specified
-            `_id` already exists, the indexing operation will fail.Same as using the
-            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
-            id is specified, it defaults to `index`.Otherwise, it defaults to
-            `create`.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the destination must be an index
-            alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST" if id in SKIP_IN_PATH else "PUT",
-            _make_path(index, "_doc", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def bulk(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to perform multiple index/update/delete operations in a single request.
-
-
-        :arg body: The operation definition and data (action-data
-            pairs), separated by newlines
-        :arg index: Name of the data stream, index, or index alias to
-            perform bulk actions on.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the request’s actions must target
-            an index alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each action waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_bulk"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def clear_scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Explicitly clears the search context for a scroll.
-
-
-        :arg body: Comma-separated list of scroll IDs to clear if none
-            was specified via the scroll_id parameter
-        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
-            clear all scroll IDs, use `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": [scroll_id]}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return await self.transport.perform_request(
-            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "min_score",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "terminate_after",
-    )
-    async def count(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns number of documents matching a query.
-
-
-        :arg body: Query to restrict the results specified with the
-            Query DSL (optional)
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed.This parameter can only be used when the `q` query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices are ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg min_score: Sets the minimum `_score` value that documents
-            must have to be included in the result.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_count"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def delete(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes a document from the index.
-
-
-        :arg index: Name of the target index.
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def delete_by_query(
-        self,
-        index: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes documents matching the provided query.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if delete by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid values are: `all`,
-            `open`, `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.Defaults to the index-level setting.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search
-            request.Defaults to no timeout.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each deletion request waits for active
-            shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_delete_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def delete_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Delete By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_delete_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    async def exists(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    async def exists_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document source exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return await self.transport.perform_request(
-            "HEAD", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "filter_path",
-        "human",
-        "lenient",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    async def explain(
-        self,
-        index: Any,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about why a specific matches (or doesn't match) a query.
-
-
-        :arg index: Index names used to limit the request. Only a single
-            index name can be provided to this parameter.
-        :arg id: Defines the document ID.
-        :arg body: The query definition using the Query DSL
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string. Default is _all.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return in the response.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_explain", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_unmapped",
-        "pretty",
-        "source",
-    )
-    async def field_caps(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about the capabilities of fields among multiple
-        indices.
-
-
-        :arg body: An index filter specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (*). To target all
-            data streams and indices, omit this parameter or use * or _all.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias,or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a requesttargeting `foo*,bar*`
-            returns an error if an index starts with foo but no index starts with
-            bar.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fields: Comma-separated list of fields to retrieve
-            capabilities for. Wildcard (`*`) expressions are supported.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg include_unmapped: If true, unmapped fields are included in
-            the response. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_field_caps"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    async def get(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    async def get_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the source of a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: Boolean) If true, the request is real-time as
-            opposed to near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return await self.transport.perform_request(
-            "GET", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    async def mget(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to get multiple documents in one request.
-
-
-        :arg body: Document identifiers; can be either `docs`
-            (containing full document information) or `ids` (when index is provided
-            in the URL.
-        :arg index: Name of the index to retrieve documents from when
-            `ids` are specified, or when a document in the `docs` array does not
-            specify an index.
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query parameter.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned. You can exclude fields from this subset
-            using the `_source_excludes` query parameter.If the `_source` parameter
-            is `false`, this parameter is ignored.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, the request refreshes relevant shards
-            before retrieving documents.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: If `true`, retrieves the document fields
-            stored in the index rather than the document `_source`.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_mget"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def msearch(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases to search.
-        :arg ccs_minimize_roundtrips: If true, network roundtrips
-            between the coordinating node and remote clusters are minimized for
-            cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the multi search API can execute.
-        :arg max_concurrent_shard_requests: Maximum number of concurrent
-            shard requests that each sub-search request executes per node. Default
-            is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold. This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method i.e., if date filters are mandatory to match but
-            the shard bounds and the query are disjoint.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, hits.total are returned as
-            an integer in the response. Defaults to false, which returns an object.
-            Default is false.
-        :arg search_type: Indicates whether global term and document
-            frequencies should be used when scoring returned documents. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: Specifies whether aggregation and suggester
-            names should be prefixed by their respective types in the response.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def msearch_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search template operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the API can run.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If `true`, the response returns
-            `hits.total` as an integer.If `false`, it returns `hits.total` as an
-            object. Default is false.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "ids",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    async def mtermvectors(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns multiple termvectors in one request.
-
-
-        :arg body: Define ids, documents, parameters or a list of
-            parameters per document here. You must at least provide a list of
-            document ids. See documentation.
-        :arg index: Name of the index that contains the documents.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ids: A comma-separated list of documents ids. You must
-            define ids as parameter or set "ids" or "docs" in the request body
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If true, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        path = _make_path(index, "_mtermvectors")
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_script(
-        self,
-        id: Any,
-        body: Any,
-        context: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-            Must be unique within the cluster.
-        :arg body: The document
-        :arg context: Context in which the script or search template
-            should run. To prevent errors, the API immediately compiles the script
-            or template in this context.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_scripts", id, context),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "search_type",
-        "source",
-    )
-    async def rank_eval(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to evaluate the quality of ranked search results over a set of typical
-        search queries.
-
-
-        :arg body: The ranking evaluation search definition, including
-            search requests, document ratings and ranking metric definition.
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard (`*`) expressions are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search_type: Search operation type
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_rank_eval"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_docs",
-        "pretty",
-        "refresh",
-        "requests_per_second",
-        "scroll",
-        "slices",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def reindex(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to copy documents from one index to another, optionally filtering the
-        source documents by a query, changing the destination index settings, or
-        fetching the documents from a remote cluster.
-
-
-        :arg body: The search definition using the Query DSL and the
-            prototype for the index request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_docs: Maximum number of documents to process. By
-            default, all documents.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, the request refreshes affected shards
-            to make this operation visible to search.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.Defaults to no throttle. Default is 0.
-        :arg scroll: Specifies how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg slices: The number of slices this task should be divided
-            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
-            Valid choices are auto.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each indexing waits for automatic index
-            creation, dynamic mapping updates, and waiting for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_reindex", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def reindex_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Reindex operation.
-
-
-        :arg task_id: Identifier for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_reindex", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def render_search_template(
-        self,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg id: ID of the search template to render. If no `source` is
-            specified, this or the `id` request body parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_render", "template", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def scripts_painless_execute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows an arbitrary script to be executed and a result to be returned.
-
-
-        :arg body: The script to execute
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_scripts/painless/_execute",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "rest_total_hits_as_int",
-        "scroll",
-        "source",
-    )
-    async def scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to retrieve a large numbers of results from a single search request.
-
-
-        :arg body: The scroll ID if not passed by URL or query
-            parameter.
-        :arg scroll_id: The scroll ID for scrolled search
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, the API response’s
-            hit.total property is returned as an integer. If false, the API
-            response’s hit.total property is returned as an object. Default is
-            false.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": scroll_id}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return await self.transport.perform_request(
-            "POST", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "include_named_queries_score",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_pipeline",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    async def search(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns results matching a query.
-
-
-        :arg body: The search definition using the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg _source: Indicates which source fields are returned for
-            matching documents.These fields are returned in the `hits._source`
-            property of the search response.Valid values are:`true` to return the
-            entire document source;`false` to not return the document
-            source;`<string>` to return the source fields that are specified as a
-            comma-separated list (supports wildcard (`*`) patterns).
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query
-            parameter.If the `_source` parameter is `false`, this parameter is
-            ignored.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned.You can exclude fields from this subset using
-            the `_source_excludes` query parameter.If the `_source` parameter is
-            `false`, this parameter is ignored.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg allow_partial_search_results: If true, returns partial
-            results if there are shard request timeouts or shard failures. If false,
-            returns an error with no partial results. Default is True.
-        :arg analyze_wildcard: If true, wildcard and prefix queries are
-            analyzed.This parameter can only be used when the q query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the q query string parameter is
-            specified.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node.This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: If true, network round-trips
-            between the coordinating node and the remote clusters are minimized when
-            executing cross-cluster search (CCS) requests. Default is True.
-        :arg default_operator: The default operator for query string
-            query: AND or OR.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the q query
-            string parameter is specified.
-        :arg docvalue_fields: A comma-separated list of fields to return
-            as the docvalue representation for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg explain: If `true`, returns detailed information about
-            score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting document offset.Needs to be non-negative.By
-            default, you cannot page through more than 10,000 hits using the `from`
-            and `size` parameters.To page through more hits, use the `search_after`
-            parameter. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices will be ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_named_queries_score: Indicates whether
-            hit.matched_queries should be rendered as a map that includes the name
-            of the matched query associated with its score (true) or as an array
-            containing the name of the matched queries (false) Default is false.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be
-            ignored.This parameter can only be used when the `q` query string
-            parameter is specified.
-        :arg max_concurrent_shard_requests: Defines the number of
-            concurrent shard requests per node this search executes
-            concurrently.This value should be used to limit the impact of the search
-            on the cluster in order to limit the number of concurrent shard
-            requests. Default is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold.This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method (if date filters are mandatory to match but the
-            shard bounds and the query are disjoint).When unspecified, the pre-
-            filter phase is executed if any of these conditions is met:the request
-            targets more than 128 shards;the request targets one or more read-only
-            index;the primary sort of the query targets an indexed field.
-        :arg preference: Nodes and shards used for the search.By
-            default, Opensearch selects from eligible nodes and shards using
-            adaptive replica selection, accounting for allocation awareness. Valid
-            values are:`_only_local` to run the search only on shards on the local
-            node;`_local` to, if possible, run the search on shards on the local
-            node, or if not, select shards using the default
-            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
-            specified nodes IDs, where, if suitable shards exist on more than one
-            selected node, use shards on those nodes using the default method, or if
-            none of the specified nodes are available, select shards from any
-            available node using the default method;`_prefer_nodes:<node-id>,<node-
-            id>` to if possible, run the search on the specified nodes IDs, or if
-            not, select shards using the default method;`_shards:<shard>,<shard>` to
-            run the search only on the specified shards;`<custom-string>` (any
-            string that does not start with `_`) to route searches with the same
-            `<custom-string>` to the same shards in the same order. Default is
-            random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax using query
-            parameter search.Query parameter searches do not support the full
-            Opensearch Query DSL but are handy for testing.
-        :arg request_cache: If `true`, the caching of search results is
-            enabled for requests where `size` is `0`.Defaults to index level
-            settings.
-        :arg rest_total_hits_as_int: Indicates whether `hits.total`
-            should be rendered as an integer or an object in the rest search
-            response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-            See Scroll search results.By default, this value cannot exceed `1d` (24
-            hours).You can change this limit using the `search.max_keep_alive`
-            cluster-level setting.
-        :arg search_pipeline: Customizable sequence of processing stages
-            applied to search queries.
-        :arg search_type: How distributed term frequencies are
-            calculated for relevance scoring. Valid choices are query_then_fetch,
-            dfs_query_then_fetch.
-        :arg seq_no_primary_term: If `true`, returns sequence number and
-            primary term of the last modification of each hit.
-        :arg size: Defines the number of hits to return.By default, you
-            cannot page through more than 10,000 hits using the `from` and `size`
-            parameters.To page through more hits, use the `search_after` parameter.
-            Default is 10.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return as part of a hit.If no fields are specified, no stored fields are
-            included in the response.If this field is specified, the `_source`
-            parameter defaults to `false`.You can pass `_source: true` to return
-            both source fields and stored fields in the search response.
-        :arg suggest_field: Specifies which field to use for
-            suggestions.
-        :arg suggest_mode: Specifies the suggest mode.This parameter can
-            only be used when the `suggest_field` and `suggest_text` query string
-            parameters are specified. Valid choices are missing, popular, always.
-        :arg suggest_size: Number of suggestions to return.This
-            parameter can only be used when the `suggest_field` and `suggest_text`
-            query string parameters are specified.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.This parameter can only be used when the
-            `suggest_field` and `suggest_text` query string parameters are
-            specified.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.If set to
-            `0` (default), the query does not terminate early.
-        :arg timeout: Specifies the period of time to wait for a
-            response from each shard.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg track_scores: If `true`, calculate and return document
-            scores, even if the scores are not used for sorting.
-        :arg track_total_hits: Number of hits matching the query to
-            count accurately.If `true`, the exact number of hits is returned at the
-            cost of some performance.If `false`, the response does not include the
-            total number of hits matching the query.
-        :arg typed_keys: If `true`, aggregation and suggester names are
-            be prefixed by their respective types in the response.
-        :arg version: If `true`, returns document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    async def search_shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the indices and shards that a search request would be
-        executed against.
-
-
-        :arg index: Returns the indices and shards that a search request
-            would be executed against.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "preference",
-        "pretty",
-        "profile",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def search_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (*).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response includes additional
-            details about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, specified concrete, expanded,
-            or aliased indices are not included in the response when throttled.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg profile: If `true`, the query execution is profiled.
-        :arg rest_total_hits_as_int: If true, hits.total are rendered as
-            an integer in the response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Specifies how long a consistent view of the
-            indexshould be maintained for scrolled search.
-        :arg search_type: The type of the search operation. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    async def termvectors(
-        self,
-        index: Any,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information and statistics about terms in the fields of a particular
-        document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg body: Define parameters and or supply a document to get
-            termvectors for. See documentation.
-        :arg id: Unique identifier of the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If `true`, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        path = _make_path(index, "_termvectors", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "lang",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "retry_on_conflict",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def update(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a document with a script or partial document.
-
-
-        :arg index: The name of the index
-        :arg id: Document ID
-        :arg body: The request definition requires either `script` or
-            partial `doc`
-        :arg _source: Set to false to disable source retrieval. You can
-            also specify a comma-separatedlist of the fields you want to retrieve.
-        :arg _source_excludes: Specify the source fields you want to
-            exclude.
-        :arg _source_includes: Specify the source fields you want to
-            retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg lang: The script language. Default is painless.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If 'true', Opensearch refreshes the affected
-            shards to make this operationvisible to search, if 'wait_for' then wait
-            for a refresh to make this operationvisible to search, if 'false' do
-            nothing with refreshes. Valid choices are true, false, wait_for.
-        :arg require_alias: If true, the destination must be an index
-            alias. Default is false.
-        :arg retry_on_conflict: Specify how many times should the
-            operation be retried when a conflict occurs. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for dynamic mapping updates and
-            active shards.This guarantees Opensearch waits for at least the timeout
-            before failing.The actual wait time could be longer, particularly when
-            multiple waits occur.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operations.Set to 'all' or any
-            positive integer up to the total number of shards in the
-            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
-            Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_update", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "pipeline",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def update_by_query(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs an update on every document in the index without changing the source,
-        for example to pick up a mapping change.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if update by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes affected shards to
-            make the operation visible to search.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search request.
-        :arg search_type: The type of the search operation. Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each update request waits for the following
-            operations: dynamic mapping updates, waiting for active shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_update_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def update_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Update By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_update_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_script_context(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all script contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_script_context", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_script_languages(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns available script types, languages and contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_script_language", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_partial_pit_creation",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "keep_alive",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    async def create_pit(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates point in time context.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_partial_pit_creation: Allow if point in time can be
-            created with partial failures.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg keep_alive: Specify the keep alive for point in time.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "point_in_time"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_pit(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes one or more point in time searches based on the IDs passed.
-
-
-        :arg body: The point-in-time ids to be deleted
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_search/point_in_time",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_search/point_in_time/_all", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/_patch.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/_patch.py
deleted file mode 100644
index 6aa2f81b8..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/_patch.py
+++ /dev/null
@@ -1,148 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, query_params
-
-
-@query_params()
-async def list_all_point_in_time(
-    self: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Returns the list of active point in times searches
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'get_all_pits' API instead.
-
-    """
-    warnings.warn(
-        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.get_all_pits(params=params, headers=headers)
-
-
-@query_params(
-    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
-)
-async def create_point_in_time(
-    self: Any, index: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Create a point in time that can be used in subsequent searches
-
-
-    :arg index: A comma-separated list of index names to open point
-        in time; use `_all` or empty string to perform the operation on all
-        indices
-    :arg expand_wildcards: Whether to expand wildcard expression to
-        concrete indices that are open, closed or both.  Valid choices: open,
-        closed, hidden, none, all  Default: open
-    :arg ignore_unavailable: Whether specified concrete indices
-        should be ignored when unavailable (missing or closed)
-    :arg keep_alive: Specific the time to live for the point in time
-    :arg preference: Specify the node or shard the operation should
-        be performed on (default: random)
-    :arg routing: Specific routing value
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'create_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.create_pit(index=index, params=params, headers=headers)
-
-
-@query_params()
-async def delete_point_in_time(
-    self: Any,
-    body: Any = None,
-    all: bool = False,
-    params: Any = None,
-    headers: Any = None,
-) -> Any:
-    """
-    Delete a point in time
-
-
-    :arg body: a point-in-time id to delete
-    :arg all: set it to `True` to delete all alive point in time.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'delete_all_pits' or 'delete_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    if all:
-        return await self.delete_all_pits(params=params, headers=headers)
-    else:
-        return await self.delete_pit(body=body, params=params, headers=headers)
-
-
-@query_params()
-async def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Checks to see if the Security plugin is up and running.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'health' API instead.
-
-    """
-    warnings.warn(
-        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.health(params=params, headers=headers)
-
-
-@query_params()
-async def update_audit_config(
-    self: Any, body: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    A PUT call updates the audit configuration.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'update_audit_configuration' API instead.
-
-    """
-    warnings.warn(
-        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
-        DeprecationWarning,
-    )
-
-    if body in SKIP_IN_PATH:
-        raise ValueError("Empty value passed for a required argument 'body'.")
-
-    return await self.update_audit_configuration(
-        params=params, headers=headers, body=body
-    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cat.py
deleted file mode 100644
index 8e89206a4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cat.py
+++ /dev/null
@@ -1,1403 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class CatClient(NamespacedClient):
-    @query_params(
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def aliases(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows information about currently configured aliases to indices including
-        filter and routing infos.
-
-
-        :arg name: A comma-separated list of aliases to retrieve.
-            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
-            or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def all_pit_segments(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point-in-time segments.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def allocation(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a snapshot of how many shards are allocated to each data node and how
-        much disk space they are using.
-
-
-        :arg node_id: Comma-separated list of node identifiers or names
-            used to limit the returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "allocation", node_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def cluster_manager(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/cluster_manager", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def count(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides quick access to the document count of the entire cluster, or
-        individual indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "count", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def fielddata(
-        self,
-        fields: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows how much heap memory is currently being used by fielddata on every data
-        node in the cluster.
-
-
-        :arg fields: Comma-separated list of fields used to limit
-            returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "fielddata", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "ts",
-        "v",
-    )
-    async def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster health.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
-            Default is True.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/health", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
-    )
-    async def help(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns help for the Cat APIs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "health",
-        "help",
-        "human",
-        "include_unloaded_segments",
-        "local",
-        "master_timeout",
-        "pretty",
-        "pri",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def indices(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about indices: number of primaries and replicas, document
-        counts, disk size, ...
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: The type of index that wildcard patterns
-            can match. Valid choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg health: The health status used to limit returned indices.
-            By default, the response includes indices of any health status. Valid
-            choices are green, yellow, red.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg pri: If true, the response only includes information from
-            primary shards. Default is false.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def master(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        from warnings import warn
-
-        warn(
-            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
-        )
-        return await self.transport.perform_request(
-            "GET", "/_cat/master", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def nodeattrs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about custom node attributes.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/nodeattrs", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "full_id",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def nodes(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic statistics about performance of cluster nodes.
-
-
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg full_id: If `true`, return the full node ID. If `false`,
-            return the shortened node ID. Default is false.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local (Deprecated: This parameter does not cause this API
-            to act locally.): Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/nodes", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster pending tasks.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def pit_segments(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List segments for one or several PITs.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def plugins(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about installed plugins across nodes node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/plugins", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "bytes",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about index shard recoveries, both on-going completed.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def repositories(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about snapshot repositories registered in the cluster.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/repositories", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "allow_no_indices",
-        "bytes",
-        "completed_only",
-        "detailed",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "pretty",
-        "s",
-        "shards",
-        "source",
-        "time",
-        "timeout",
-        "v",
-    )
-    async def segment_replication(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about both on-going and latest completed Segment
-        Replication events.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            segment replication events. Default is false.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg completed_only: If `true`, the response only includes
-            latest completed segment replication events. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about segment replications. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg shards: Comma-separated list of shards to display.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg timeout: Operation timeout.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "segment_replication", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about the segments in the shards of an index.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a detailed view of shard allocation on nodes.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "size",
-        "source",
-        "v",
-    )
-    async def thread_pool(
-        self,
-        thread_pool_patterns: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster-wide thread pool statistics per node. By default the active,
-        queue and rejected statistics are returned for all thread pools.
-
-
-        :arg thread_pool_patterns: A comma-separated list of thread pool
-            names used to limit the request. Accepts wildcard expressions.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg size: The multiplier in which to display values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "thread_pool", thread_pool_patterns),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def snapshots(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all snapshots in a specific repository.
-
-
-        :arg repository: A comma-separated list of snapshot repositories
-            used to limit the request. Accepts wildcard expressions. `_all` returns
-            all repositories. If any repository fails during the request, Opensearch
-            returns an error.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, the response does not
-            include information from unavailable snapshots. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "snapshots", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the tasks currently executing on one or more nodes in
-        the cluster.
-
-
-        :arg actions: The task action names, which are used to limit the
-            response.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: The parent task identifier, which is used
-            to limit the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def templates(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about existing templates.
-
-
-        :arg name: The name of the template to return. Accepts wildcard
-            expressions. If omitted, all templates are returned.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/client.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/client.py
deleted file mode 100644
index 091bb5e9d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/client.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Optional, Type
-
-from opensearchpy.client.utils import _normalize_hosts
-from opensearchpy.transport import Transport
-
-
-class Client(object):
-    """
-    A generic async OpenSearch client.
-    """
-
-    def __init__(
-        self,
-        hosts: Optional[str] = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cluster.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cluster.py
deleted file mode 100644
index 04682b265..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/cluster.py
+++ /dev/null
@@ -1,1029 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class ClusterClient(NamespacedClient):
-    @query_params(
-        "awareness_attribute",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "level",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_events",
-        "wait_for_no_initializing_shards",
-        "wait_for_no_relocating_shards",
-        "wait_for_nodes",
-        "wait_for_status",
-    )
-    async def health(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the health of the cluster.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg awareness_attribute: The awareness attribute for which the
-            health is required.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg level: Can be one of cluster, indices or shards. Controls
-            the details level of the health information returned. Valid choices are
-            cluster, indices, shards, awareness_attributes.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: A number controlling to how many
-            active shards to wait for, all to wait for all shards in the cluster to
-            be active, or 0 to not wait. Valid choices are all, index-setting.
-        :arg wait_for_events: Can be one of immediate, urgent, high,
-            normal, low, languid. Wait until all currently queued events with the
-            given priority are processed. Valid choices are immediate, urgent, high,
-            normal, low, languid.
-        :arg wait_for_no_initializing_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard initializations. Defaults to false, which means it will
-            not wait for initializing shards.
-        :arg wait_for_no_relocating_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard relocations. Defaults to false, which means it will not
-            wait for relocating shards.
-        :arg wait_for_nodes: The request waits until the specified
-            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
-            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
-            notation.
-        :arg wait_for_status: One of green, yellow or red. Will wait
-            (until the timeout provided) until the status of the cluster changes to
-            the one provided or better, i.e. green > yellow > red. By default, will
-            not wait for any status. Valid choices are green, yellow, red.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "health", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of any cluster-level changes (e.g. create index, update mapping,
-        allocate or fail shard) which have not yet been executed.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cluster/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_metadata_version",
-        "wait_for_timeout",
-    )
-    async def state(
-        self,
-        metric: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a comprehensive information about the state of the cluster.
-
-
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_metadata_version: Wait for the metadata version to
-            be equal or greater than the specified metadata version
-        :arg wait_for_timeout: The maximum time to wait for
-            wait_for_metadata_version before timing out
-        """
-        if index and metric in SKIP_IN_PATH:
-            metric = "_all"
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "state", metric, index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def stats(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns high-level overview of cluster statistics.
-
-
-        :arg node_id: Comma-separated list of node filters used to limit
-            returned information. Defaults to all nodes in the cluster.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for each node to respond.If a node
-            does not respond before its timeout expires, the response does not
-            include its stats.However, timed out nodes are included in the
-            response’s `_nodes.failed` property. Defaults to no timeout.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            (
-                "/_cluster/stats"
-                if node_id in SKIP_IN_PATH
-                else _make_path("_cluster", "stats", "nodes", node_id)
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "explain",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "metric",
-        "pretty",
-        "retry_failed",
-        "source",
-        "timeout",
-    )
-    async def reroute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to manually change the allocation of individual shards in the cluster.
-
-
-        :arg body: The definition of `commands` to perform (`move`,
-            `cancel`, `allocate`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If true, then the request simulates the operation
-            only and returns the resulting state.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg explain: If true, then the response contains an explanation
-            of why the commands can or cannot be executed.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg metric: Limits the information returned to the specified
-            metrics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg retry_failed: If true, then retries allocation of shards
-            that are blocked due to too many subsequent allocation failures.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "include_defaults",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def get_settings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster settings.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_defaults: If `true`, returns default cluster
-            settings from the local node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cluster/settings", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_settings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster settings.
-
-
-        :arg body: The settings to be updated. Can be either `transient`
-            or `persistent` (survives cluster restart).
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def remote_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about configured remote clusters.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "include_disk_info",
-        "include_yes_decisions",
-        "pretty",
-        "source",
-    )
-    async def allocation_explain(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides explanations for shard allocations in the cluster.
-
-
-        :arg body: The index, shard, and primary flag to explain. Empty
-            means 'explain the first unassigned shard'
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_disk_info: If true, returns information about disk
-            usage and shard sizes. Default is false.
-        :arg include_yes_decisions: If true, returns YES decisions in
-            explanation. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_cluster/allocation/explain",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a component template.
-
-
-        :arg name: Name of the component template to delete. Wildcard
-            (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_component_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns one or more component templates.
-
-
-        :arg name: Name of the component template to retrieve. Wildcard
-            (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_component_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a component template.
-
-
-        :arg name: Name of the component template to create. Opensearch
-            includes the following built-in component templates: `logs-mappings`;
-            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
-            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
-            to configure backing indices for its data streams. If you use Opensearch
-            Agent and want to overwrite one of these templates, set the `version`
-            for your replacement template higher than the current version. If you
-            don’t use Opensearch Agent and want to disable all built-in component
-            and index templates, set `stack.templates.enabled` to `false` using the
-            cluster update settings API.
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing component templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular component template exist.
-
-
-        :arg name: Name of the component template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only.Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
-    )
-    async def delete_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears cluster voting config exclusions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_removal: Specifies whether to wait for all
-            excluded nodes to be removed from thecluster before clearing the voting
-            configuration exclusions list.Defaults to true, meaning that all
-            excluded nodes must be removed fromthe cluster before this API takes any
-            action. If set to false then thevoting configuration exclusions list is
-            cleared even if some excludednodes are still in the cluster. Default is
-            True.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_cluster/voting_config_exclusions",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "node_ids",
-        "node_names",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def post_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster voting config exclusions by node ids or node names.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg node_ids: A comma-separated list of the persistent ids of
-            the nodes to excludefrom the voting configuration. If specified, you may
-            not also specify node_names.
-        :arg node_names: A comma-separated list of the names of the
-            nodes to exclude from thevoting configuration. If specified, you may not
-            also specify node_ids.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: When adding a voting configuration exclusion, the
-            API waits for thespecified nodes to be excluded from the voting
-            configuration beforereturning. If the timeout expires before the
-            appropriate conditionis satisfied, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_decommission_awareness(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete any existing decommission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_weighted_routing(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete weighted shard routing weights.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_cluster/routing/awareness/weights",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get details and status of decommissioned attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if awareness_attribute_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'awareness_attribute_name'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                "_status",
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Fetches weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def put_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        awareness_attribute_value: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Decommissions an awareness attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg awareness_attribute_value: Awareness attribute value.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (awareness_attribute_name, awareness_attribute_value):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                awareness_attribute_value,
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def put_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/dangling_indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
deleted file mode 100644
index 75e64013d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
+++ /dev/null
@@ -1,165 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class DanglingIndicesClient(NamespacedClient):
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to delete
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_dangling", index_uuid),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def import_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Imports the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to import
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_dangling_indices(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all dangling indices.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_dangling", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/features.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/features.py
deleted file mode 100644
index 85636694f..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/features.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class FeaturesClient(NamespacedClient):
-    @query_params("master_timeout", "cluster_manager_timeout")
-    async def get_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets a list of features which can be included in snapshots using the
-        feature_states field when creating a snapshot
-
-
-        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
-            to master node
-        :arg cluster_manager_timeout: Explicit operation timeout for connection
-            to cluster_manager node
-        """
-        return await self.transport.perform_request(
-            "GET", "/_features", params=params, headers=headers
-        )
-
-    @query_params()
-    async def reset_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Resets the internal state of features, usually by deleting system indices
-
-
-        .. warning::
-
-            This API is **experimental** so may include breaking changes
-            or be removed in a future version
-        """
-        return await self.transport.perform_request(
-            "POST", "/_features/_reset", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/http.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/http.py
deleted file mode 100644
index 63d4df278..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/http.py
+++ /dev/null
@@ -1,128 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Mapping, Optional
-
-from .client import Client
-from .utils import NamespacedClient
-
-
-class HttpClient(NamespacedClient):
-    def __init__(self, client: Client) -> None:
-        super(HttpClient, self).__init__(client)
-
-    async def get(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a GET request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "GET", url=url, headers=headers, params=params, body=body
-        )
-
-    async def head(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a HEAD request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "HEAD", url=url, headers=headers, params=params, body=body
-        )
-
-    async def post(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a POST request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "POST", url=url, headers=headers, params=params, body=body
-        )
-
-    async def delete(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a DELETE request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "DELETE", url=url, headers=headers, params=params, body=body
-        )
-
-    async def put(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a PUT request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "PUT", url=url, headers=headers, params=params, body=body
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/indices.py
deleted file mode 100644
index 66e4e60f1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/indices.py
+++ /dev/null
@@ -1,2766 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndicesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def analyze(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the analysis process on a text and return the tokens breakdown of the
-        text.
-
-
-        :arg body: Define analyzer/tokenizer parameters and the text on
-            which the analysis should be performed
-        :arg index: The name of the index to scope the operation.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_analyze"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    async def refresh(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the refresh operation in one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_refresh"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "force",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "wait_if_ongoing",
-    )
-    async def flush(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the flush operation on one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to flush. Supports wildcards (`*`). To flush all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg force: If `true`, the request forces a flush even if there
-            are no changes to commit to the index.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_if_ongoing: If `true`, the flush operation blocks
-            until execution when another flush operation is running.If `false`,
-            Opensearch returns an error if you request a flush when another flush
-            operation is running. Default is True.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_flush"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def create(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates an index with optional settings and mappings.
-
-
-        :arg index: Name of the index you wish to create.
-        :arg body: The configuration for the index (`settings` and
-            `mappings`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation. Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "PUT", _make_path(index), params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def clone(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones an index.
-
-
-        :arg index: Name of the source index to clone.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_clone", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _all value targets onlymissing
-            or closed indices. This behavior applies even if the request targets
-            other open indices. For example,a request targeting foo*,bar* returns an
-            error if an index starts with foo but no index starts with bar. Default
-            is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard expressions
-            can match. If the request can target data streams, this
-            argumentdetermines whether wildcard expressions match hidden data
-            streams. Supports comma-separated values,such as open,hidden. Valid
-            choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, requests that target a
-            missing index return an error. Default is false.
-        :arg include_defaults: If true, return all default settings in
-            the response. Default is false.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def open(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Opens an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). By default,
-            you must explicitly name the indices you using to limit the request. To
-            limit a request using `_all`, `*`, or other wildcard expressions, change
-            the `action.destructive_requires_name` setting to false. You can update
-            this setting in the `opensearch.yml` file or using the cluster update
-            settings API.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_open"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def close(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Closes an index.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names used to limit the request.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_close"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index.
-
-
-        :arg index: Comma-separated list of indices to delete. You
-            cannot specify index aliases. By default, this parameter does not
-            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
-            `action.destructive_requires_name` cluster setting to `false`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def exists(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index exists.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "write_index_only",
-    )
-    async def put_mapping(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index mappings.
-
-
-        :arg body: The mapping definition
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg write_index_only: If `true`, the mappings are applied only
-            to the current write index for the target. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        if index in SKIP_IN_PATH:
-            index = "_all"
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_mapping"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_mapping(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mappings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_mapping"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def get_field_mapping(
-        self,
-        fields: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mapping for one or more fields.
-
-
-        :arg fields: Comma-separated list or wildcard expression of
-            fields used to limit returned information.
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if fields in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'fields'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path(index, "_mapping", "field", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_alias(
-        self,
-        index: Any,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices to
-            add. Supports wildcards (`*`). Wildcard patterns that match both data
-            streams and indices return an error.
-        :arg name: Alias to update. If the alias doesn’t exist, the
-            request creates it. Index alias names support date math.
-        :arg body: The settings for the alias, such as `routing` or
-            `filter`
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_alias", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def exists_alias(
-        self,
-        name: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular alias exists.
-
-
-        :arg name: Comma-separated list of aliases to check. Supports
-            wildcards (`*`).
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, requests that include a
-            missing data stream or index in the target indices or data streams
-            return an error.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def get_alias(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list of aliases to retrieve. Supports
-            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
-            or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def update_aliases(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates index aliases.
-
-
-        :arg body: The definition of `actions` to perform
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_aliases", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_alias(
-        self,
-        index: Any,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`).
-        :arg name: Comma-separated list of aliases to remove. Supports
-            wildcards (`*`). To remove all aliases, use `*` or `_all`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "order",
-        "pretty",
-        "source",
-    )
-    async def put_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: The name of the template
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns an error.
-        :arg order: Order in which Opensearch applies this template if
-            indexmatches multiple templates.Templates with lower 'order' values are
-            merged first. Templates with higher'order' values are merged later,
-            overriding templates with lower values.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: The comma separated names of the index templates
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Comma-separated list of index template names used to
-            limit the request. Wildcard (`*`) expressions are supported. To return
-            all index templates, omit this parameter or use a value of `_all` or
-            `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: The name of the legacy index template to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_settings(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns settings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list or wildcard expression of
-            settings to retrieve.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with foo but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. If`false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_settings", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "preserve_existing",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_settings(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index settings.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with `foo` but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can targetdata streams, this argument determines
-            whether wildcard expressions matchhidden data streams. Supports comma-
-            separated values, such as`open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg preserve_existing: If `true`, existing index settings
-            remain unchanged. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "forbid_closed_indices",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "include_unloaded_segments",
-        "level",
-        "pretty",
-        "source",
-    )
-    async def stats(
-        self,
-        index: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in an index.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg metric: Limit the information returned the specific
-            metrics.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argumentdetermines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values,such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg forbid_closed_indices: If true, statistics are not
-            collected from closed indices. Default is True.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about segments in a Lucene index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the request returns a verbose response.
-            Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_segments"), params=params, headers=headers
-        )
-
-    @query_params(
-        "all_shards",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "pretty",
-        "q",
-        "rewrite",
-        "source",
-    )
-    async def validate_query(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows a user to validate a potentially expensive query without executing it.
-
-
-        :arg body: The query definition specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg all_shards: If `true`, the validation is executed on all
-            shards instead of one random shard per index.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response returns detailed
-            information if an error has occurred.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg rewrite: If `true`, returns a more detailed explanation
-            showing the actual Lucene query that will be executed.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_validate", "query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "query",
-        "request",
-        "source",
-    )
-    async def clear_cache(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears all or specific caches for one or more indices.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg fielddata: If `true`, clears the fields cache.Use the
-            `fields` parameter to clear the cache of specific fields only.
-        :arg fields: Comma-separated list of field names used to limit
-            the `fielddata` parameter.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg query: If `true`, clears the query cache.
-        :arg request: If `true`, clears the request cache.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about ongoing index shard recoveries.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_recovery"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "only_ancient_segments",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg only_ancient_segments: If true, only ancient (an older
-            Lucene major release) segments will be upgraded.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    async def get_upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "status",
-    )
-    async def shard_stores(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides store information for shard copies of indices.
-
-
-        :arg index: List of data streams, indices, and aliases used to
-            limit the request.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _allvalue targets only missing
-            or closed indices. This behavior applies even if the requesttargets
-            other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams,this argument determines
-            whether wildcard expressions match hidden data streams. Valid choices
-            are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If true, missing or closed indices are
-            not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg status: List of shard health statuses used to limit the
-            request.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flush",
-        "human",
-        "ignore_unavailable",
-        "max_num_segments",
-        "only_expunge_deletes",
-        "pretty",
-        "primary_only",
-        "source",
-        "wait_for_completion",
-    )
-    async def forcemerge(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the force merge operation on one or more indices.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flush: Specify whether the index should be flushed after
-            performing the operation. Default is True.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg max_num_segments: The number of larger segments into which
-            smaller segments are merged.Set this parameter to 1 to merge all
-            segments into one segment.The default behavior is to perform the merge
-            as necessary.
-        :arg only_expunge_deletes: Specify whether the operation should
-            only expunge deleted documents
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg primary_only: Specify whether the operation should only
-            perform on primary shards. Defaults to false. Default is false.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request wait until the
-            force merge is completed. Default is True.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def shrink(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allow to shrink an existing index into a new index with fewer primary shards.
-
-
-        :arg index: Name of the source index to shrink.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_shrink", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def split(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows you to split an existing index into a new index with more primary
-        shards.
-
-
-        :arg index: Name of the source index to split.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_split", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def rollover(
-        self,
-        alias: Any,
-        body: Any = None,
-        new_index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates an alias to point to a new index when the existing index is considered
-        to be too large or too old.
-
-
-        :arg alias: Name of the data stream or index alias to roll over.
-        :arg body: The conditions that needs to be met for executing
-            rollover
-        :arg new_index: Name of the index to create. Supports date math.
-            Data streams do not support this parameter.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If `true`, checks whether the current index
-            satisfies the specified conditions but does not perform a rollover.
-            Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if alias in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'alias'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(alias, "_rollover", new_index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_data_stream(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a data stream.
-
-
-        :arg name: Name of the data stream, which must meet the
-            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
-            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
-            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
-            longer than 255 bytes. Multi-byte characters count towards this limit
-            faster.
-        :arg body: The data stream definition
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_data_stream", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_data_stream(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a data stream.
-
-
-        :arg name: Comma-separated list of data streams to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: Name of the index template to delete. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: Name of the index template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_index_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Name of the index template to retrieve. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def put_index_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: Index or template name
-        :arg body: The template definition
-        :arg cause: User defined reason for creating/updating the index
-            template. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def simulate_index_template(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate matching the given index name against the index templates in the
-        system.
-
-
-        :arg name: Index or template name to simulate
-        :arg body: New index template definition, which will be included
-            in the simulation, as if it already exists in the system
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, the template passed in the body is only
-            used if no existingtemplates match the same index patterns. If `false`,
-            the simulation usesthe template with the highest priority. Note that the
-            template is notpermanently added or updated in either case; it is only
-            used for thesimulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is receivedbefore the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate_index", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_data_stream(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns data streams.
-
-
-        :arg name: Comma-separated list of data stream names used to
-            limit the request. Wildcard (`*`) expressions are supported. If omitted,
-            all data streams are returned.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def simulate_template(
-        self,
-        body: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate resolving the given template name or body.
-
-
-        :arg name: Name of the index template to simulate. To test a
-            template configuration before you add it to the cluster, omit this
-            parameter and specify the template configuration in the request body.
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, the template passed in the body is only
-            used if no existing templates match the same index patterns. If false,
-            the simulation uses the template with the highest priority. Note that
-            the template is not permanently added or updated in either case; it is
-            only used for the simulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
-    )
-    async def resolve_index(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about any matching indices, aliases, and data streams.
-
-
-        :arg name: Comma-separated name(s) or index pattern(s) of the
-            indices, aliases, and data streams to resolve. Resources on remote
-            clusters can be specified using the `<cluster>`:`<name>` syntax.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def add_block(
-        self,
-        index: Any,
-        block: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds a block to an index.
-
-
-        :arg index: A comma separated list of indices to add a block to
-        :arg block: The block to add (one of read, write, read_only or
-            metadata)
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        for param in (index, block):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT", _make_path(index, "_block", block), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def data_streams_stats(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in a data stream.
-
-
-        :arg name: Comma-separated list of data streams used to limit
-            the request. Wildcard expressions (`*`) are supported. To target all
-            data streams in a cluster, omit this parameter or use `*`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_data_stream", name, "_stats"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/ingest.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/ingest.py
deleted file mode 100644
index 848466382..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/ingest.py
+++ /dev/null
@@ -1,256 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IngestClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_pipeline(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a pipeline.
-
-
-        :arg id: Comma-separated list of pipeline IDs to retrieve.
-            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
-            omit this parameter or use `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_pipeline(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a pipeline.
-
-
-        :arg id: ID of the ingest pipeline to create or update.
-        :arg body: The ingest definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_pipeline(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a pipeline.
-
-
-        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
-            to limit the request. To delete all ingest pipelines in a cluster, use a
-            value of `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
-    async def simulate(
-        self,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to simulate a pipeline with example documents.
-
-
-        :arg body: The simulate definition
-        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
-            the request body, this parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the response includes output data for
-            each processor in the executed pipeline. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_ingest", "pipeline", id, "_simulate"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def processor_grok(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of the built-in patterns.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_ingest/processor/grok", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/nodes.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/nodes.py
deleted file mode 100644
index eba764885..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/nodes.py
+++ /dev/null
@@ -1,294 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class NodesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def reload_secure_settings(
-        self,
-        body: Any = None,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reloads secure settings.
-
-
-        :arg body: An object containing the password for the opensearch
-            keystore
-        :arg node_id: The names of particular nodes in the cluster to
-            target.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_nodes", node_id, "reload_secure_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def info(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limits the information returned to the specific
-            metrics. Supports a comma-separated list, such as http,ingest.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "level",
-        "pretty",
-        "source",
-        "timeout",
-        "types",
-    )
-    async def stats(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        index_metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns statistical information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index_metric: Limit the information returned for indices
-            metric to the specific index metrics. It can be used only if indices (or
-            all) metric is specified.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg types: A comma-separated list of document types for the
-            indexing index metric.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "stats", metric, index_metric),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "doc_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_idle_threads",
-        "interval",
-        "pretty",
-        "snapshots",
-        "source",
-        "threads",
-        "timeout",
-    )
-    async def hot_threads(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about hot threads on each node in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg doc_type: The type to sample. Valid choices are cpu, wait,
-            block.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_idle_threads: Don't show threads that are in known-
-            idle places, such as waiting on a socket select or pulling from an empty
-            task queue. Default is True.
-        :arg interval: The interval for the second sampling of threads.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg snapshots: Number of samples of thread stacktrace. Default
-            is 10.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg threads: Specify the number of threads to provide
-            information for. Default is 3.
-        :arg timeout: Operation timeout.
-        """
-        # type is a reserved word so it cannot be used, use doc_type instead
-        if "doc_type" in params:
-            params["type"] = params.pop("doc_type")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "hot_threads"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def usage(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns low-level information about REST actions usage on nodes.
-
-
-        :arg node_id: A comma-separated list of node IDs or names to
-            limit the returned information; use `_local` to return information from
-            the node you're connecting to, leave empty to get information from all
-            nodes
-        :arg metric: Limits the information returned to the specific
-            metrics. A comma-separated list of the following options: `_all`,
-            `rest_actions`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "usage", metric),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/plugins.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/plugins.py
deleted file mode 100644
index c7d070fcf..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/plugins.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from ..plugins.alerting import AlertingClient
-from ..plugins.index_management import IndexManagementClient
-from ..plugins.knn import KnnClient
-from ..plugins.notifications import NotificationsClient
-from ..plugins.rollups import RollupsClient
-from ..plugins.transforms import TransformsClient
-from .client import Client
-from .utils import NamespacedClient
-
-
-class PluginsClient(NamespacedClient):
-    alerting: Any
-    index_management: Any
-
-    def __init__(self, client: Client) -> None:
-        super(PluginsClient, self).__init__(client)
-        self.transforms = TransformsClient(client)
-        self.rollups = RollupsClient(client)
-        self.notifications = NotificationsClient(client)
-        self.knn = KnnClient(client)
-        # self.query_workbench = QueryWorkbenchClient(client)
-        # self.reporting = ReportingClient(client)
-        # self.notebooks = NotebooksClient(client)
-        self.alerting = AlertingClient(client)
-        # self.anomaly_detection = AnomalyDetectionClient(client)
-        # self.trace_analytics = TraceAnalyticsClient(client)
-        self.index_management = IndexManagementClient(client)
-
-        self._dynamic_lookup(client)
-
-    def _dynamic_lookup(self, client: Any) -> None:
-        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
-
-        plugins = [
-            # "query_workbench",
-            # "reporting",
-            # "notebooks",
-            "alerting",
-            # "anomaly_detection",
-            # "trace_analytics",
-            "index_management",
-        ]
-        for plugin in plugins:
-            if not hasattr(client, plugin):
-                setattr(client, plugin, getattr(self, plugin))
-            else:
-                warnings.warn(
-                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
-                    category=RuntimeWarning,
-                    stacklevel=2,
-                )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote.py
deleted file mode 100644
index 137872736..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class RemoteClient(NamespacedClient):
-    @query_params()
-    async def info(self, params: Any = None, headers: Any = None) -> Any:
-        return await self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote_store.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote_store.py
deleted file mode 100644
index 143ce0b3d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/remote_store.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, query_params
-
-
-class RemoteStoreClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def restore(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores from remote store.
-
-
-        :arg body: Comma-separated list of index IDs
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/search_pipeline.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
deleted file mode 100644
index 9225085fb..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
+++ /dev/null
@@ -1,151 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SearchPipelineClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def get(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves information about a specified search pipeline.
-
-
-        :arg id: Comma-separated list of search pipeline ids. Wildcards
-            supported.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/security.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/security.py
deleted file mode 100644
index e13818691..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/security.py
+++ /dev/null
@@ -1,2344 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SecurityClient(NamespacedClient):
-    from ._patch import health_check, update_audit_config  # type: ignore
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_account_details(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns account details for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/account", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def change_password(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the password for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/account",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one action group.
-
-
-        :arg action_group: Action group to retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_action_groups(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all action groups.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a specified action group.
-
-
-        :arg action_group: Action group to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified action group.
-
-
-        :arg action_group: The name of the action group to create or
-            replace.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an action group.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_action_groups(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple action groups in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_users(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_users(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple internal users in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_roles(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all roles.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_roles(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple roles in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/roles",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role_mappings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all role mappings.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role_mappings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates multiple role mappings in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenants(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all tenants.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify a single tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_tenants(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify multiple tenants in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/tenants",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the current Security plugin configuration in JSON format.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the existing configuration using the REST API. Only accessible
-        by admins and users with rest api access and only when put or patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/securityconfig/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update the existing configuration using the REST API.
-        Only accessible by admins and users with rest api access and only when put or
-        patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    async def get_distinguished_names(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the cluster security certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def reload_transport_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload Transport layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/transport/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def reload_http_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload HTTP layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/http/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def flush_cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Flushes the Security plugin user, authentication, and authorization cache.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
-    async def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks to see if the Security plugin is up and running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/health", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_audit_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/audit/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update specified fields in the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/audit",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_distinguished_names(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Bulk update of distinguished names. Only accessible to super-admins and with
-        rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/nodesdn",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "auth_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def authinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authentication information.
-
-
-        :arg auth_type: The type of current authentication request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: Indicates whether a verbose response should be
-            returned.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def authtoken(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authorization token.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Not supported for cache API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def config_upgrade_check(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Check whether or not an upgrade can be performed and what resources can be
-        updated.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def config_upgrade_perform(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Helps cluster operator upgrade missing defaults and stale default definitions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/_upgrade_perform",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the allowlisted APIs. Accessible via Super Admin
-        certificate or REST API permission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_update_tenancy_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the multi-tenancy configuration. Only accessible to admins
-        and users with REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_user_legacy(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all distinguished names in the specified cluster or node allow list.
-        Only accessible to super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_obo_token(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates On-Behalf-Of token for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/api/generateonbehalfoftoken",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_user_token(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins", "_security", "api", "internalusers", username, "authtoken"
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_user_token_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_allowlist(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_dashboards_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    async def get_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_permissions_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the evaluated REST API permissions for the currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/permissionsinfo",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
-    async def get_sslinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the SSL configuration information.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg show_dn: The domain names from all certificates.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenancy_config(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves multi-tenancy configuration. Only accessible to admins and users with
-        REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_users_legacy(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/user", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def migrate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Migrates security configuration from v6 to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a distinguished cluster name for a specific cluster. Only accessible to
-        super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def post_dashboards_info(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/dashboardsinfo",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def tenant_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the tenant names if any exist. Only accesible to super admins or
-        kibanaserver user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the specified distinguished names in the cluster or node allow
-        list. Only accessible to super-admins and with rest-api permissions when
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
-    )
-    async def validate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks whether the v6 security configuration is valid and ready to be migrated
-        to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def who_am_i(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/whoami", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def who_am_i_protected(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user. User
-        needs to have access to this endpoint when authorization at REST layer is
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/snapshot.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/snapshot.py
deleted file mode 100644
index 80813d161..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/snapshot.py
+++ /dev/null
@@ -1,611 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SnapshotClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def create(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a snapshot in a repository.
-
-
-        :arg repository: Repository for the snapshot.
-        :arg snapshot: Name of the snapshot. Must be unique in the
-            repository.
-        :arg body: The snapshot definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: If `true`, the request returns a
-            response when the snapshot is complete. If `false`, the request returns
-            a response when the snapshot initializes. Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def delete(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def get(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a snapshot.
-
-
-        :arg repository: Comma-separated list of snapshot repository
-            names used to limit the request. Wildcard (*) expressions are supported.
-        :arg snapshot: Comma-separated list of snapshot names to
-            retrieve. Also accepts wildcards (*). - To get information about all
-            snapshots in a registered repository, use a wildcard (*) or _all. - To
-            get information about any snapshots that are currently running, use
-            _current.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, the request returns an error
-            for any snapshots that are unavailable. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If true, returns additional information about each
-            snapshot such as the version of Opensearch which took the snapshot, the
-            start and end times of the snapshot, and the number of shards
-            snapshotted.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a repository.
-
-
-        :arg repository: Name of the snapshot repository to unregister.
-            Wildcard (`*`) patterns are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_repository(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a repository.
-
-
-        :arg repository: A comma-separated list of repository names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_snapshot", repository), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "verify",
-    )
-    async def create_repository(
-        self,
-        repository: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a repository.
-
-
-        :arg repository: A repository name
-        :arg body: The repository definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        :arg verify: Whether to verify the repository after creation
-        """
-        for param in (repository, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def restore(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A snapshot name
-        :arg body: Details of what to restore
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, snapshot, "_restore"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def status(
-        self,
-        repository: Any = None,
-        snapshot: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the status of a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether to ignore unavailable
-            snapshots, defaults to false which means a SnapshotMissingException is
-            thrown Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot, "_status"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def verify_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Verifies a repository.
-
-
-        :arg repository: A repository name
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_verify"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def cleanup_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes stale data from repository.
-
-
-        :arg repository: Snapshot repository to clean up.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_cleanup"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def clone(
-        self,
-        repository: Any,
-        snapshot: Any,
-        target_snapshot: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones indices from one snapshot into another snapshot in the same repository.
-
-
-        :arg repository: A repository name
-        :arg snapshot: The name of the snapshot to clone from
-        :arg target_snapshot: The name of the cloned snapshot to create
-        :arg body: The snapshot clone definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot, target_snapshot, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/tasks.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/tasks.py
deleted file mode 100644
index 7302cbacb..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/tasks.py
+++ /dev/null
@@ -1,194 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TasksClient(NamespacedClient):
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "group_by",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    async def list(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of tasks.
-
-
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg group_by: Key used to group tasks in the response. Valid
-            choices are nodes, parents, none.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: Parent task ID used to limit returned
-            information. To return all tasks, omit this parameter or use a value of
-            `-1`.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "actions",
-        "error_trace",
-        "filter_path",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def cancel(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Cancels a task, if it can be cancelled through an API.
-
-
-        :arg task_id: ID of the task.
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names used to
-            limit the request.
-        :arg parent_task_id: Parent task ID used to limit the tasks.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request block until the
-            cancellation of the task and its descendant tasks is completed. Defaults
-            to false Default is false.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_tasks", task_id, "_cancel"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    async def get(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a task.
-
-
-        :arg task_id: ID of the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the task has completed. Default is false.
-        """
-        if task_id in SKIP_IN_PATH:
-            warnings.warn(
-                "Calling client.tasks.get() without a task_id is deprecated "
-                "and will be removed in v8.0. Use client.tasks.list() instead.",
-                category=DeprecationWarning,
-                stacklevel=3,
-            )
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_tasks", task_id), params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/utils.py
deleted file mode 100644
index dfeb096c3..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/client/utils.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from ...client.utils import NamespacedClient  # noqa
-from ...client.utils import (
-    SKIP_IN_PATH,
-    _bulk_body,
-    _escape,
-    _make_path,
-    _normalize_hosts,
-    query_params,
-)
-
-__all__ = [
-    "SKIP_IN_PATH",
-    "NamespacedClient",
-    "_make_path",
-    "query_params",
-    "_bulk_body",
-    "_escape",
-    "_normalize_hosts",
-]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/compat.py
deleted file mode 100644
index 319cf8192..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/compat.py
+++ /dev/null
@@ -1,32 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from asyncio import get_running_loop
-
-from ..compat import *  # noqa
-
-__all__ = ["get_running_loop"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/actions.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/actions.py
deleted file mode 100644
index 03f880439..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/actions.py
+++ /dev/null
@@ -1,498 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# Licensed to Elasticsearch B.V.under one or more agreements.
-# Elasticsearch B.V.licenses this file to you under the Apache 2.0 License.
-# See the LICENSE file in the project root for more information
-
-import asyncio
-import logging
-from typing import (
-    Any,
-    AsyncGenerator,
-    AsyncIterable,
-    Collection,
-    Iterable,
-    List,
-    Optional,
-    Tuple,
-    TypeVar,
-    Union,
-)
-
-from ...compat import map
-from ...exceptions import TransportError
-from ...helpers.actions import (
-    _ActionChunker,
-    _process_bulk_chunk_error,
-    _process_bulk_chunk_success,
-    expand_action,
-)
-from ...helpers.errors import ScanError
-
-logger: logging.Logger = logging.getLogger("opensearchpy.helpers")
-
-
-async def _chunk_actions(
-    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
-) -> AsyncGenerator[Any, None]:
-    """
-    Split actions into chunks by number or size, serialize them into strings in
-    the process.
-    """
-    chunker = _ActionChunker(
-        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
-    )
-    async for action, data in actions:
-        ret = chunker.feed(action, data)
-        if ret:
-            yield ret
-    ret = chunker.flush()
-    if ret:
-        yield ret
-
-
-async def _process_bulk_chunk(
-    client: Any,
-    bulk_actions: Any,
-    bulk_data: Any,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> AsyncGenerator[Tuple[bool, Any], None]:
-    """
-    Send a bulk request to opensearch and process the output.
-    """
-    if not isinstance(ignore_status, (list, tuple)):
-        ignore_status = (ignore_status,)
-
-    try:
-        # send the actual request
-        resp = await client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
-    except TransportError as e:
-        gen = _process_bulk_chunk_error(
-            error=e,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_exception=raise_on_exception,
-            raise_on_error=raise_on_error,
-        )
-    else:
-        gen = _process_bulk_chunk_success(
-            resp=resp,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_error=raise_on_error,
-        )
-    for item in gen:
-        yield item
-
-
-T = TypeVar("T")
-
-
-def aiter(x: Union[Iterable[T], AsyncIterable[T]]) -> Any:
-    """Turns an async iterable or iterable into an async iterator"""
-    if hasattr(x, "__anext__"):
-        return x
-    elif hasattr(x, "__aiter__"):
-        return x.__aiter__()
-
-    async def f() -> Any:
-        for item in x:
-            yield item
-
-    return f().__aiter__()
-
-
-async def azip(
-    *iterables: Union[Iterable[T], AsyncIterable[T]]
-) -> AsyncGenerator[Tuple[T, ...], None]:
-    """Zips async iterables and iterables into an async iterator
-    with the same behavior as zip()
-    """
-    aiters = [aiter(x) for x in iterables]
-    try:
-        while True:
-            yield tuple([await x.__anext__() for x in aiters])
-    except StopAsyncIteration:
-        pass
-
-
-async def async_streaming_bulk(
-    client: Any,
-    actions: Any,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    raise_on_error: bool = True,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    max_retries: int = 0,
-    initial_backoff: Union[float, int] = 2,
-    max_backoff: Union[float, int] = 600,
-    yield_ok: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> AsyncGenerator[Tuple[bool, Any], None]:
-    """
-    Streaming bulk consumes actions from the iterable passed in and yields
-    results per action. For non-streaming usecases use
-    :func:`~opensearchpy.helpers.async_bulk` which is a wrapper around streaming
-    bulk that returns summary information about the bulk operation once the
-    entire input is consumed and sent.
-
-    If you specify ``max_retries`` it will also retry any documents that were
-    rejected with a ``429`` status code. To do this it will wait (**by calling
-    asyncio.sleep**) for ``initial_backoff`` seconds and then,
-    every subsequent rejection for the same chunk, for double the time every
-    time up to ``max_backoff`` seconds.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg actions: iterable or async iterable containing the actions to be executed
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg max_retries: maximum number of times a document will be retried when
-        ``429`` is received, set to 0 (default) for no retries on ``429``
-    :arg initial_backoff: number of seconds we should wait before the first
-        retry. Any subsequent retries will be powers of ``initial_backoff *
-        2**retry_number``
-    :arg max_backoff: maximum number of seconds a retry will wait
-    :arg yield_ok: if set to False will skip successful documents in the output
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-
-    async def map_actions() -> Any:
-        async for item in aiter(actions):
-            yield expand_action_callback(item)
-
-    async for bulk_data, bulk_actions in _chunk_actions(
-        map_actions(), chunk_size, max_chunk_bytes, client.transport.serializer
-    ):
-        for attempt in range(max_retries + 1):
-            to_retry: Any = []
-            to_retry_data: Any = []
-            if attempt:
-                await asyncio.sleep(
-                    min(max_backoff, initial_backoff * 2 ** (attempt - 1))
-                )
-
-            try:
-                async for data, (ok, info) in azip(
-                    bulk_data,
-                    _process_bulk_chunk(
-                        client,
-                        bulk_actions,
-                        bulk_data,
-                        raise_on_exception,
-                        raise_on_error,
-                        ignore_status,
-                        *args,
-                        **kwargs,
-                    ),
-                ):
-                    if not ok:
-                        action, info = info.popitem()
-                        # retry if retries enabled, we get 429, and we are not
-                        # in the last attempt
-                        if (
-                            max_retries
-                            and info["status"] == 429
-                            and (attempt + 1) <= max_retries
-                        ):
-                            # _process_bulk_chunk expects strings so we need to
-                            # re-serialize the data
-                            to_retry.extend(
-                                map(client.transport.serializer.dumps, data)
-                            )
-                            to_retry_data.append(data)
-                        else:
-                            yield ok, {action: info}
-                    elif yield_ok:
-                        yield ok, info
-
-            except TransportError as e:
-                # suppress 429 errors since we will retry them
-                if attempt == max_retries or e.status_code != 429:
-                    raise
-            else:
-                if not to_retry:
-                    break
-                # retry only subset of documents that didn't succeed
-                bulk_actions, bulk_data = to_retry, to_retry_data
-
-
-async def async_bulk(
-    client: Any,
-    actions: Union[Iterable[Any], AsyncIterable[Any]],
-    stats_only: bool = False,
-    ignore_status: Optional[Union[int, Collection[int]]] = (),
-    *args: Any,
-    **kwargs: Any
-) -> Tuple[int, Union[int, List[Any]]]:
-    """
-    Helper for the :meth:`~opensearchpy.AsyncOpenSearch.bulk` api that provides
-    a more human friendly interface - it consumes an iterator of actions and
-    sends them to opensearch in chunks. It returns a tuple with summary
-    information - number of successfully executed actions and either list of
-    errors or number of errors if ``stats_only`` is set to ``True``. Note that
-    by default we raise a ``BulkIndexError`` when we encounter an error so
-    options like ``stats_only`` only+ apply when ``raise_on_error`` is set to
-    ``False``.
-
-    When errors are being collected original document data is included in the
-    error dictionary which can lead to an extra high memory usage. If you need
-    to process a lot of data and want to ignore/collect errors please consider
-    using the :func:`~opensearchpy.helpers.async_streaming_bulk` helper which will
-    just return the errors and not store them in memory.
-
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg stats_only: if `True` only report number of successful/failed
-        operations instead of just number of successful and a list of error responses
-    :arg ignore_status: list of HTTP status code that you want to ignore
-
-    Any additional keyword arguments will be passed to
-    :func:`~opensearchpy.helpers.async_streaming_bulk` which is used to execute
-    the operation, see :func:`~opensearchpy.helpers.async_streaming_bulk` for more
-    accepted parameters.
-    """
-    success, failed = 0, 0
-
-    # list of errors to be collected is not stats_only
-    errors = []
-
-    # make streaming_bulk yield successful results so we can count them
-    kwargs["yield_ok"] = True
-    async for ok, item in async_streaming_bulk(  # type: ignore
-        client, actions, ignore_status=ignore_status, *args, **kwargs
-    ):
-        # go through request-response pairs and detect failures
-        if not ok:
-            if not stats_only:
-                errors.append(item)
-            failed += 1
-        else:
-            success += 1
-
-    return success, failed if stats_only else errors
-
-
-async def async_scan(
-    client: Any,
-    query: Any = None,
-    scroll: str = "5m",
-    raise_on_error: bool = True,
-    preserve_order: bool = False,
-    size: int = 1000,
-    request_timeout: Any = None,
-    clear_scroll: bool = True,
-    scroll_kwargs: Any = None,
-    **kwargs: Any
-) -> Any:
-    """
-    Simple abstraction on top of the
-    :meth:`~opensearchpy.AsyncOpenSearch.scroll` api - a simple iterator that
-    yields all hits as returned by underlining scroll requests.
-
-    By default scan does not return results in any pre-determined order. To
-    have a standard order in the returned documents (either by score or
-    explicit sort definition) when scrolling, use ``preserve_order=True``. This
-    may be an expensive operation and will negate the performance benefits of
-    using ``scan``.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg raise_on_error: raises an exception (``ScanError``) if an error is
-        encountered (some shards fail to execute). By default we raise.
-    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
-        cause the scroll to paginate with preserving the order. Note that this
-        can be an extremely expensive operation and can easily lead to
-        unpredictable results, use with caution.
-    :arg size: size (per shard) of the batch send at each iteration.
-    :arg request_timeout: explicit timeout for each call to ``scan``
-    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
-        scroll API at the end of the method on completion or error, defaults
-        to true.
-    :arg scroll_kwargs: additional kwargs to be passed to
-        :meth:`~opensearchpy.AsyncOpenSearch.scroll`
-
-    Any additional keyword arguments will be passed to the initial
-    :meth:`~opensearchpy.AsyncOpenSearch.search` call::
-
-        async_scan(client,
-            query={"query": {"match": {"title": "python"}}},
-            index="orders-*",
-            doc_type="books"
-        )
-
-    """
-    scroll_kwargs = scroll_kwargs or {}
-
-    if not preserve_order:
-        query = query.copy() if query else {}
-        query["sort"] = "_doc"
-
-    # Grab options that should be propagated to every
-    # API call within this helper instead of just 'search()'
-    transport_kwargs = {}
-    for key in ("headers", "api_key", "http_auth"):
-        if key in kwargs:
-            transport_kwargs[key] = kwargs[key]
-
-    # If the user is using 'scroll_kwargs' we want
-    # to propagate there too, but to not break backwards
-    # compatibility we'll not override anything already given.
-    if scroll_kwargs is not None and transport_kwargs:
-        for key, val in transport_kwargs.items():
-            scroll_kwargs.setdefault(key, val)
-
-    # initial search
-    resp = await client.search(
-        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
-    )
-    scroll_id = resp.get("_scroll_id")
-
-    try:
-        while scroll_id and resp.get("hits", {}).get("hits"):
-            for hit in resp.get("hits", {}).get("hits", []):
-                yield hit
-
-            _shards = resp.get("_shards")
-
-            if _shards:
-                # Default to 0 if the value isn't included in the response
-                shards_successful = _shards.get("successful", 0)
-                shards_skipped = _shards.get("skipped", 0)
-                shards_total = _shards.get("total", 0)
-
-            # check if we have any errors
-            if (shards_successful + shards_skipped) < shards_total:
-                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
-                logger.warning(
-                    shards_message,
-                    shards_successful,
-                    shards_skipped,
-                    shards_total,
-                )
-                if raise_on_error:
-                    raise ScanError(
-                        scroll_id,
-                        shards_message
-                        % (
-                            shards_successful,
-                            shards_skipped,
-                            shards_total,
-                        ),
-                    )
-            resp = await client.scroll(
-                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
-            )
-            scroll_id = resp.get("_scroll_id")
-
-    finally:
-        if scroll_id and clear_scroll:
-            await client.clear_scroll(
-                body={"scroll_id": [scroll_id]},
-                **transport_kwargs,
-                ignore=(404,),
-            )
-
-
-async def async_reindex(
-    client: Any,
-    source_index: Union[str, Collection[str]],
-    target_index: str,
-    query: Any = None,
-    target_client: Any = None,
-    chunk_size: int = 500,
-    scroll: str = "5m",
-    scan_kwargs: Any = {},
-    bulk_kwargs: Any = {},
-) -> Tuple[int, Union[int, List[Any]]]:
-    """
-    Reindex all documents from one index that satisfy a given query
-    to another, potentially (if `target_client` is specified) on a different cluster.
-    If you don't specify the query you will reindex all the documents.
-
-    Since ``2.3`` a :meth:`~opensearchpy.AsyncOpenSearch.reindex` api is
-    available as part of opensearch itself. It is recommended to use the api
-    instead of this helper wherever possible. The helper is here mostly for
-    backwards compatibility and for situations where more flexibility is
-    needed.
-
-    .. note::
-
-        This helper doesn't transfer mappings, just the data.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use (for
-        read if `target_client` is specified as well)
-    :arg source_index: index (or list of indices) to read documents from
-    :arg target_index: name of the index in the target cluster to populate
-    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
-    :arg target_client: optional, is specified will be used for writing (thus
-        enabling reindex between clusters)
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg scan_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.async_scan`
-    :arg bulk_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.async_bulk`
-    """
-    target_client = client if target_client is None else target_client
-    docs = async_scan(
-        client, query=query, index=source_index, scroll=scroll, **scan_kwargs
-    )
-
-    async def _change_doc_index(hits: Any, index: Any) -> Any:
-        async for h in hits:
-            h["_index"] = index
-            if "fields" in h:
-                h.update(h.pop("fields"))
-            yield h
-
-    kwargs = {"stats_only": True}
-    kwargs.update(bulk_kwargs)
-    return await async_bulk(
-        target_client,
-        _change_doc_index(docs, target_index),
-        chunk_size=chunk_size,
-        **kwargs,
-    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/document.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/document.py
deleted file mode 100644
index 09549068e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/document.py
+++ /dev/null
@@ -1,471 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import collections.abc as collections_abc
-from fnmatch import fnmatch
-from typing import Any, Optional, Tuple, Type
-
-from six import add_metaclass
-
-from opensearchpy._async.client import AsyncOpenSearch
-from opensearchpy._async.helpers.index import AsyncIndex
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import (
-    IllegalOperation,
-    NotFoundError,
-    RequestError,
-    ValidationException,
-)
-from opensearchpy.helpers.document import DocumentMeta
-from opensearchpy.helpers.utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
-
-
-class AsyncIndexMeta(DocumentMeta):
-    # global flag to guard us from associating an Index with the base Document
-    # class, only user defined subclasses should have an _index attr
-    _document_initialized = False
-
-    def __new__(
-        cls,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        new_cls = super(AsyncIndexMeta, cls).__new__(cls, name, bases, attrs)
-        if cls._document_initialized:
-            index_opts = attrs.pop("Index", None)
-            index = cls.construct_index(index_opts, bases)
-            new_cls._index = index
-            index.document(new_cls)
-        cls._document_initialized = True
-        return new_cls
-
-    @classmethod
-    def construct_index(cls, opts: Any, bases: Any) -> Any:
-        if opts is None:
-            for b in bases:
-                if hasattr(b, "_index"):
-                    return b._index
-
-            # Set None as Index name so it will set _all while making the query
-            return AsyncIndex(name=None)
-
-        i = AsyncIndex(
-            getattr(opts, "name", "*"), using=getattr(opts, "using", "default")
-        )
-        i.settings(**getattr(opts, "settings", {}))
-        i.aliases(**getattr(opts, "aliases", {}))
-        for a in getattr(opts, "analyzers", ()):
-            i.analyzer(a)
-        return i
-
-
-@add_metaclass(AsyncIndexMeta)
-class AsyncDocument(ObjectBase):
-    """
-    Model-like class for persisting documents in opensearch.
-    """
-
-    @classmethod
-    def _matches(cls: Any, hit: Any) -> bool:
-        if cls._index._name is None:
-            return True
-        return fnmatch(hit.get("_index", ""), cls._index._name)
-
-    @classmethod
-    def _get_using(cls: Any, using: Any = None) -> Any:
-        return using or cls._index._using
-
-    @classmethod
-    async def _get_connection(cls, using: Optional[AsyncOpenSearch] = None) -> Any:
-        return await get_connection(cls._get_using(using))
-
-    @classmethod
-    def _default_index(cls: Any, index: Any = None) -> Any:
-        return index or cls._index._name
-
-    @classmethod
-    async def init(
-        cls: Any, index: Optional[str] = None, using: Optional[AsyncOpenSearch] = None
-    ) -> None:
-        """
-        Create the index and populate the mappings in opensearch.
-        """
-        i = cls._index
-        if index:
-            i = i.clone(name=index)
-        await i.save(using=using)
-
-    def _get_index(
-        self, index: Optional[str] = None, required: Optional[bool] = True
-    ) -> Any:
-        if index is None:
-            index = getattr(self.meta, "index", None)
-        if index is None:
-            index = getattr(self._index, "_name", None)
-        if index is None and required:
-            raise ValidationException("No index")
-        if index and "*" in index:
-            raise ValidationException("You cannot write to a wildcard index.")
-        return index
-
-    def __repr__(self) -> str:
-        return "{}({})".format(
-            self.__class__.__name__,
-            ", ".join(
-                "{}={!r}".format(key, getattr(self.meta, key))
-                for key in ("index", "id")
-                if key in self.meta
-            ),
-        )
-
-    @classmethod
-    def search(cls, using: Any = None, index: Any = None) -> AsyncSearch:
-        """
-        Create an :class:`~opensearchpy.AsyncSearch` instance that will search
-        over this ``Document``.
-        """
-        return AsyncSearch(
-            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
-        )
-
-    @classmethod
-    async def get(  # type: ignore
-        cls,
-        id: Any,
-        using: Any = None,
-        index: Any = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to be retrieved
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.get`` unchanged.
-        """
-        opensearch = await cls._get_connection(using)
-        doc = await opensearch.get(index=cls._default_index(index), id=id, **kwargs)
-        if not doc.get("found", False):
-            return None
-        return cls.from_opensearch(doc)
-
-    @classmethod
-    async def exists(
-        cls,
-        id: str,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        check if exists a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to check if exists
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.exists`` unchanged.
-        """
-        opensearch = await cls._get_connection(using)
-        return await opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
-
-    @classmethod
-    async def mget(
-        cls,
-        docs: Any,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        raise_on_error: Optional[bool] = True,
-        missing: Optional[str] = "none",
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve multiple document by their ``id``'s. Returns a list of instances
-        in the same order as requested.
-
-        :arg docs: list of ``id``'s of the documents to be retrieved or a list
-            of document specifications as per
-            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg missing: what to do when one of the documents requested is not
-            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
-            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.mget`` unchanged.
-        """
-        if missing not in ("raise", "skip", "none"):
-            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
-        opensearch = await cls._get_connection(using)
-        body = {
-            "docs": [
-                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
-                for doc in docs
-            ]
-        }
-        results = await opensearch.mget(body, index=cls._default_index(index), **kwargs)
-
-        objs: Any = []
-        error_docs: Any = []
-        missing_docs: Any = []
-        for doc in results["docs"]:
-            if doc.get("found"):
-                if error_docs or missing_docs:
-                    # We're going to raise an exception anyway, so avoid an
-                    # expensive call to cls.from_opensearch().
-                    continue
-
-                objs.append(cls.from_opensearch(doc))
-
-            elif doc.get("error"):
-                if raise_on_error:
-                    error_docs.append(doc)
-                if missing == "none":
-                    objs.append(None)
-
-            # The doc didn't cause an error, but the doc also wasn't found.
-            elif missing == "raise":
-                missing_docs.append(doc)
-            elif missing == "none":
-                objs.append(None)
-
-        if error_docs:
-            error_ids = [doc["_id"] for doc in error_docs]
-            message = "Required routing not provided for documents %s."
-            message %= ", ".join(error_ids)
-            raise RequestError(400, message, error_docs)
-        if missing_docs:
-            missing_ids = [doc["_id"] for doc in missing_docs]
-            message = "Documents %s not found." % ", ".join(missing_ids)
-            raise NotFoundError(404, message, {"docs": missing_docs})
-        return objs
-
-    async def delete(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Delete the instance in opensearch.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.delete`` unchanged.
-        """
-        opensearch = await self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        await opensearch.delete(index=self._get_index(index), **doc_meta)
-
-    def to_dict(  # type: ignore
-        self, include_meta: Optional[bool] = False, skip_empty: Optional[bool] = True
-    ) -> Any:
-        """
-        Serialize the instance into a dictionary so that it can be saved in opensearch.
-
-        :arg include_meta: if set to ``True`` will include all the metadata
-            (``_index``, ``_id`` etc). Otherwise just the document's
-            data is serialized.
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        """
-        d = super(AsyncDocument, self).to_dict(skip_empty)
-        if not include_meta:
-            return d
-
-        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # in case of to_dict include the index unlike save/update/delete
-        index = self._get_index(required=False)
-        if index is not None:
-            meta["_index"] = index
-
-        meta["_source"] = d
-        return meta
-
-    async def update(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        detect_noop: Optional[bool] = True,
-        doc_as_upsert: Optional[bool] = False,
-        refresh: Optional[bool] = False,
-        retry_on_conflict: Optional[bool] = None,
-        script: Any = None,
-        script_id: Optional[str] = None,
-        scripted_upsert: Optional[bool] = False,
-        upsert: Optional[bool] = None,
-        return_doc_meta: Optional[bool] = False,
-        **fields: Any,
-    ) -> Any:
-        """
-        Partial update of the document, specify fields you wish to update and
-        both the instance and the document in opensearch will be updated::
-
-            doc = MyDocument(title='Document Title!')
-            doc.save()
-            doc.update(title='New Document Title!')
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg detect_noop: Set to ``False`` to disable noop detection.
-        :arg refresh: Control when the changes made by this request are visible
-            to search. Set to ``True`` for immediate effect.
-        :arg retry_on_conflict: In between the get and indexing phases of the
-            update, it is possible that another process might have already
-            updated the same document. By default, the update will fail with a
-            version conflict exception. The retry_on_conflict parameter
-            controls how many times to retry the update before finally throwing
-            an exception.
-        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
-            doc, setting doc_as_upsert to true will use the contents of doc as
-            the upsert value
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            index API call instead of only the operation result
-
-        :return operation result noop/updated
-        """
-        body: Any = {
-            "doc_as_upsert": doc_as_upsert,
-            "detect_noop": detect_noop,
-        }
-
-        # scripted update
-        if script or script_id:
-            if upsert is not None:
-                body["upsert"] = upsert
-
-            if script:
-                script = {"source": script}
-            else:
-                script = {"id": script_id}
-
-            script["params"] = fields
-
-            body["script"] = script
-            body["scripted_upsert"] = scripted_upsert
-
-        # partial document update
-        else:
-            if not fields:
-                raise IllegalOperation(
-                    "You cannot call update() without updating individual fields or a script. "
-                    "If you wish to update the entire object use save()."
-                )
-
-            # update given fields locally
-            merge(self, fields)
-
-            # prepare data for OpenSearch
-            values = self.to_dict()
-
-            # if fields were given: partial update
-            body["doc"] = {k: values.get(k) for k in fields.keys()}
-
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        if retry_on_conflict is not None:
-            doc_meta["retry_on_conflict"] = retry_on_conflict
-
-        # Optimistic concurrency control
-        if (
-            retry_on_conflict in (None, 0)
-            and "seq_no" in self.meta
-            and "primary_term" in self.meta
-        ):
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        meta = await (await self._get_connection(using)).update(
-            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
-
-    async def save(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        validate: Optional[bool] = True,
-        skip_empty: Optional[bool] = True,
-        return_doc_meta: Optional[bool] = False,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Save the document into opensearch. If the document doesn't exist it
-        is created, it is overwritten otherwise. Returns ``True`` if this
-        operations resulted in new document being created.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg validate: set to ``False`` to skip validating the document
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            update API call instead of only the operation result
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.index`` unchanged.
-
-        :return operation result created/updated
-        """
-        if validate:
-            self.full_clean()
-
-        opensearch = await self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        meta = await opensearch.index(
-            index=self._get_index(index),
-            body=self.to_dict(skip_empty=skip_empty),
-            **doc_meta,
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
deleted file mode 100644
index 2b0501d98..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
+++ /dev/null
@@ -1,202 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from six import iteritems, itervalues
-
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy.helpers.faceted_search import FacetedResponse
-from opensearchpy.helpers.query import MatchAll
-
-
-class AsyncFacetedSearch(object):
-    """
-    Abstraction for creating faceted navigation searches that takes care of
-    composing the queries, aggregations and filters as needed as well as
-    presenting the results in an easy-to-consume fashion::
-
-        class BlogSearch(AsyncFacetedSearch):
-            index = 'blogs'
-            doc_types = [Blog, Post]
-            fields = ['title^5', 'category', 'description', 'body']
-
-            facets = {
-                'type': TermsFacet(field='_type'),
-                'category': TermsFacet(field='category'),
-                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
-            }
-
-            def search(self):
-                ' Override search to add your own filters '
-                s = super(BlogSearch, self).search()
-                return s.filter('term', published=True)
-
-        # when using:
-        blog_search = BlogSearch("web framework", filters={"category": "python"})
-
-        # supports pagination
-        blog_search[10:20]
-
-        response = await blog_search.execute()
-
-        # easy access to aggregation results:
-        for category, hit_count, is_selected in response.facets.category:
-            print(
-                "Category %s has %d hits%s." % (
-                    category,
-                    hit_count,
-                    ' and is chosen' if is_selected else ''
-                )
-            )
-
-    """
-
-    index: Any = None
-    doc_types: Any = None
-    fields: Any = None
-    facets: Any = {}
-    using: str = "default"
-
-    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
-        """
-        :arg query: the text to search for
-        :arg filters: facet values to filter
-        :arg sort: sort information to be passed to :class:`~opensearchpy.AsyncSearch`
-        """
-        self._query = query
-        self._filters: Any = {}
-        self._sort = sort
-        self.filter_values: Any = {}
-        for name, value in iteritems(filters):
-            self.add_filter(name, value)
-
-        self._s = self.build_search()
-
-    async def count(self) -> Any:
-        return await self._s.count()
-
-    def __getitem__(self, k: Any) -> Any:
-        self._s = self._s[k]
-        return self
-
-    def __iter__(self) -> Any:
-        return iter(self._s)
-
-    def add_filter(self, name: Any, filter_values: Any) -> None:
-        """
-        Add a filter for a facet.
-        """
-        # normalize the value into a list
-        if not isinstance(filter_values, (tuple, list)):
-            if filter_values is None:
-                return
-            filter_values = [
-                filter_values,
-            ]
-
-        # remember the filter values for use in FacetedResponse
-        self.filter_values[name] = filter_values
-
-        # get the filter from the facet
-        f = self.facets[name].add_filter(filter_values)
-        if f is None:
-            return
-
-        self._filters[name] = f
-
-    def search(self) -> Any:
-        """
-        Returns the base Search object to which the facets are added.
-
-        You can customize the query by overriding this method and returning a
-        modified search object.
-        """
-        s = AsyncSearch(doc_type=self.doc_types, index=self.index, using=self.using)
-        return s.response_class(FacetedResponse)
-
-    def query(self, search: Any, query: Any) -> Any:
-        """
-        Add query part to ``search``.
-
-        Override this if you wish to customize the query used.
-        """
-        if query:
-            if self.fields:
-                return search.query("multi_match", fields=self.fields, query=query)
-            else:
-                return search.query("multi_match", query=query)
-        return search
-
-    def aggregate(self, search: Any) -> Any:
-        """
-        Add aggregations representing the facets selected, including potential
-        filters.
-        """
-        for f, facet in iteritems(self.facets):
-            agg = facet.get_aggregation()
-            agg_filter = MatchAll()
-            for field, filter in iteritems(self._filters):
-                if f == field:
-                    continue
-                agg_filter &= filter
-            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
-                f, agg
-            )
-
-    def filter(self, search: Any) -> Any:
-        """
-        Add a ``post_filter`` to the search request narrowing the results based
-        on the facet filters.
-        """
-        if not self._filters:
-            return search
-
-        post_filter = MatchAll()
-        for f in itervalues(self._filters):
-            post_filter &= f
-        return search.post_filter(post_filter)
-
-    def highlight(self, search: Any) -> Any:
-        """
-        Add highlighting for all the fields
-        """
-        return search.highlight(
-            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
-        )
-
-    def sort(self, search: Any) -> Any:
-        """
-        Add sorting information to the request.
-        """
-        if self._sort:
-            search = search.sort(*self._sort)
-        return search
-
-    def build_search(self) -> Any:
-        """
-        Construct the ``AsyncSearch`` object.
-        """
-        s = self.search()
-        s = self.query(s, self._query)
-        s = self.filter(s)
-        if self.fields:
-            s = self.highlight(s)
-        s = self.sort(s)
-        self.aggregate(s)
-        return s
-
-    async def execute(self) -> Any:
-        """
-        Execute the search and return the response.
-        """
-        r = await self._s.execute()
-        r._faceted_search = self
-        return r
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/index.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/index.py
deleted file mode 100644
index e7b337485..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/index.py
+++ /dev/null
@@ -1,663 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from opensearchpy._async.helpers.mapping import AsyncMapping
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy._async.helpers.update_by_query import AsyncUpdateByQuery
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import IllegalOperation
-from opensearchpy.helpers import analysis
-from opensearchpy.helpers.utils import merge
-
-
-class AsyncIndexTemplate(object):
-    def __init__(
-        self,
-        name: Any,
-        template: Any,
-        index: Any = None,
-        order: Any = None,
-        **kwargs: Any
-    ) -> None:
-        if index is None:
-            self._index = AsyncIndex(template, **kwargs)
-        else:
-            if kwargs:
-                raise ValueError(
-                    "You cannot specify options for Index when"
-                    " passing an Index instance."
-                )
-            self._index = index.clone()
-            self._index._name = template
-        self._template_name = name
-        self.order = order
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._index, attr_name)
-
-    def to_dict(self) -> Any:
-        d = self._index.to_dict()
-        d["index_patterns"] = [self._index._name]
-        if self.order is not None:
-            d["order"] = self.order
-        return d
-
-    async def save(self, using: Any = None) -> Any:
-        opensearch = await get_connection(using or self._index._using)
-        return await opensearch.indices.put_template(
-            name=self._template_name, body=self.to_dict()
-        )
-
-
-class AsyncIndex(object):
-    def __init__(self, name: Any, using: Any = "default") -> None:
-        """
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        self._name = name
-        self._doc_types: Any = []
-        self._using = using
-        self._settings: Any = {}
-        self._aliases: Any = {}
-        self._analysis: Any = {}
-        self._mapping: Any = None
-
-    def get_or_create_mapping(self) -> Any:
-        if self._mapping is None:
-            self._mapping = AsyncMapping()
-        return self._mapping
-
-    def as_template(
-        self, template_name: Any, pattern: Any = None, order: Any = None
-    ) -> Any:
-        # TODO: should we allow pattern to be a top-level arg?
-        # or maybe have an IndexPattern that allows for it and have
-        # AsyncDocument._index be that?
-        return AsyncIndexTemplate(
-            template_name, pattern or self._name, index=self, order=order
-        )
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
-            if field is not None:
-                return nested, field
-        if self._mapping:
-            return self._mapping.resolve_nested(field_path)
-        return (), None
-
-    def resolve_field(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            field = doc._doc_type.mapping.resolve_field(field_path)
-            if field is not None:
-                return field
-        if self._mapping:
-            return self._mapping.resolve_field(field_path)
-        return None
-
-    async def load_mappings(self, using: Any = None) -> None:
-        await self.get_or_create_mapping().update_from_opensearch(
-            self._name, using=using or self._using
-        )
-
-    def clone(self, name: Any = None, using: Any = None) -> Any:
-        """
-        Create a copy of the instance with another name or connection alias.
-        Useful for creating multiple indices with shared configuration::
-
-            i = AsyncIndex('base-index')
-            i.settings(number_of_shards=1)
-            await i.create()
-
-            i2 = i.clone('other-index')
-            await i2.create()
-
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        i = AsyncIndex(name or self._name, using=using or self._using)
-        i._settings = self._settings.copy()
-        i._aliases = self._aliases.copy()
-        i._analysis = self._analysis.copy()
-        i._doc_types = self._doc_types[:]
-        if self._mapping is not None:
-            i._mapping = self._mapping._clone()
-        return i
-
-    async def _get_connection(self, using: Any = None) -> Any:
-        if self._name is None:
-            raise ValueError("You cannot perform API calls on the default index.")
-        return await get_connection(using or self._using)
-
-    connection = property(_get_connection)
-
-    def mapping(self, mapping: Any) -> None:
-        """
-        Associate a mapping (an instance of
-        :class:`~opensearchpy.AsyncMapping`) with this index.
-        This means that, when this index is created, it will contain the
-        mappings for the document type defined by those mappings.
-        """
-        self.get_or_create_mapping().update(mapping)
-
-    def document(self, document: Any) -> Any:
-        """
-        Associate a :class:`~opensearchpy.AsyncDocument` subclass with an index.
-        This means that, when this index is created, it will contain the
-        mappings for the ``AsyncDocument``. If the ``AsyncDocument`` class doesn't have a
-        default index yet (by defining ``class AsyncIndex``), this instance will be
-        used. Can be used as a decorator::
-
-            i = AsyncIndex('blog')
-
-            @i.document
-            class Post(AsyncDocument):
-                title = Text()
-
-            # create the index, including Post mappings
-            await i.create()
-
-            # .search() will now return a AsyncSearch object that will return
-            # properly deserialized Post instances
-            s = i.search()
-        """
-        self._doc_types.append(document)
-
-        # If the document index does not have any name, that means the user
-        # did not set any index already to the document.
-        # So set this index as document index
-        if document._index._name is None:
-            document._index = self
-
-        return document
-
-    def settings(self, **kwargs: Any) -> "AsyncIndex":
-        """
-        Add settings to the index::
-
-            i = AsyncIndex('i')
-            i.settings(number_of_shards=1, number_of_replicas=0)
-
-        Multiple calls to ``settings`` will merge the keys, later overriding
-        the earlier.
-        """
-        self._settings.update(kwargs)
-        return self
-
-    def aliases(self, **kwargs: Any) -> "AsyncIndex":
-        """
-        Add aliases to the index definition::
-
-            i = AsyncIndex('blog-v2')
-            i.aliases(blog={}, published={'filter': Q('term', published=True)})
-        """
-        self._aliases.update(kwargs)
-        return self
-
-    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
-        """
-        Explicitly add an analyzer to an index. Note that all custom analyzers
-        defined in mappings will also be created. This is useful for search analyzers.
-
-        Example::
-
-            from opensearchpy import analyzer, tokenizer
-
-            my_analyzer = analyzer('my_analyzer',
-                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
-                filter=['lowercase']
-            )
-
-            i = AsyncIndex('blog')
-            i.analyzer(my_analyzer)
-
-        """
-        analyzer = analysis.analyzer(*args, **kwargs)
-        d = analyzer.get_analysis_definition()
-        # empty custom analyzer, probably already defined out of our control
-        if not d:
-            return
-
-        # merge the definition
-        merge(self._analysis, d, True)
-
-    def to_dict(self) -> Any:
-        out = {}
-        if self._settings:
-            out["settings"] = self._settings
-        if self._aliases:
-            out["aliases"] = self._aliases
-        mappings: Any = self._mapping.to_dict() if self._mapping else {}
-        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
-        for d in self._doc_types:
-            mapping = d._doc_type.mapping
-            merge(mappings, mapping.to_dict(), True)
-            merge(analysis, mapping._collect_analysis(), True)
-        if mappings:
-            out["mappings"] = mappings
-        if analysis or self._analysis:
-            merge(analysis, self._analysis)
-            out.setdefault("settings", {})["analysis"] = analysis
-        return out
-
-    def search(self, using: Any = None) -> Any:
-        """
-        Return a :class:`~opensearchpy.AsyncSearch` object searching over the
-        index (or all the indices belonging to this template) and its
-        ``Document``\\s.
-        """
-        return AsyncSearch(
-            using=using or self._using, index=self._name, doc_type=self._doc_types
-        )
-
-    def updateByQuery(self, using: Any = None) -> Any:  # pylint: disable=invalid-name
-        """
-        Return a :class:`~opensearchpy.AsyncUpdateByQuery` object searching over the index
-        (or all the indices belonging to this template) and updating Documents that match
-        the search criteria.
-
-        For more information, see here:
-        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
-        """
-        return AsyncUpdateByQuery(
-            using=using or self._using,
-            index=self._name,
-        )
-
-    async def create(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Creates the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.create`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.create(
-            index=self._name, body=self.to_dict(), **kwargs
-        )
-
-    async def is_closed(self, using: Any = None) -> Any:
-        state = await (await self._get_connection(using)).cluster.state(
-            index=self._name, metric="metadata"
-        )
-        return state["metadata"]["indices"][self._name]["state"] == "close"
-
-    async def save(self, using: Any = None) -> Any:
-        """
-        Sync the index definition with opensearch, creating the index if it
-        doesn't exist and updating its settings and mappings if it does.
-
-        Note some settings and mapping changes cannot be done on an open
-        index (or at all on an existing index) and for those this method will
-        fail with the underlying exception.
-        """
-        if not await self.exists(using=using):
-            return await self.create(using=using)
-
-        body = self.to_dict()
-        settings = body.pop("settings", {})
-        analysis = settings.pop("analysis", None)
-        current_settings = (await self.get_settings(using=using))[self._name][
-            "settings"
-        ]["index"]
-        if analysis:
-            if await self.is_closed(using=using):
-                # closed index, update away
-                settings["analysis"] = analysis
-            else:
-                # compare analysis definition, if all analysis objects are
-                # already defined as requested, skip analysis update and
-                # proceed, otherwise raise IllegalOperation
-                existing_analysis = current_settings.get("analysis", {})
-                if any(
-                    existing_analysis.get(section, {}).get(k, None)
-                    != analysis[section][k]
-                    for section in analysis
-                    for k in analysis[section]
-                ):
-                    raise IllegalOperation(
-                        "You cannot update analysis configuration on an open index, "
-                        "you need to close index %s first." % self._name
-                    )
-
-        # try and update the settings
-        if settings:
-            settings = settings.copy()
-            for k, v in list(settings.items()):
-                if k in current_settings and current_settings[k] == str(v):
-                    del settings[k]
-
-            if settings:
-                await self.put_settings(using=using, body=settings)
-
-        # update the mappings, any conflict in the mappings will result in an
-        # exception
-        mappings = body.pop("mappings", {})
-        if mappings:
-            await self.put_mapping(using=using, body=mappings)
-
-    async def analyze(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Perform the analysis process on a text and return the tokens breakdown
-        of the text.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.analyze`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.analyze(
-            index=self._name, **kwargs
-        )
-
-    async def refresh(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Performs a refresh operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.refresh`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.refresh(
-            index=self._name, **kwargs
-        )
-
-    async def flush(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Performs a flush operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.flush`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.flush(
-            index=self._name, **kwargs
-        )
-
-    async def get(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The get index API allows to retrieve information about the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get(
-            index=self._name, **kwargs
-        )
-
-    async def open(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Opens the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.open`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.open(
-            index=self._name, **kwargs
-        )
-
-    async def close(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Closes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.close`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.close(
-            index=self._name, **kwargs
-        )
-
-    async def delete(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Deletes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.delete`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.delete(
-            index=self._name, **kwargs
-        )
-
-    async def exists(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Returns ``True`` if the index already exists in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.exists`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.exists(
-            index=self._name, **kwargs
-        )
-
-    async def put_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Register specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def get_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def get_field_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve mapping definition of a specific field.
-
-        Any additional keyword arguments will be passed to
-        ``Async OpenSearch.indices.get_field_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_field_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def put_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Create an alias for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_alias(
-            index=self._name, **kwargs
-        )
-
-    async def exists_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Return a boolean indicating whether given alias exists for this index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.exists_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.exists_alias(
-            index=self._name, **kwargs
-        )
-
-    async def get_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve a specified alias.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_alias(
-            index=self._name, **kwargs
-        )
-
-    async def delete_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Delete specific alias.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.delete_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.delete_alias(
-            index=self._name, **kwargs
-        )
-
-    async def get_settings(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve settings for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_settings`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_settings(
-            index=self._name, **kwargs
-        )
-
-    async def put_settings(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Change specific index level settings in real time.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_settings`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_settings(
-            index=self._name, **kwargs
-        )
-
-    async def stats(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve statistics on different operations happening on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.stats`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.stats(
-            index=self._name, **kwargs
-        )
-
-    async def segments(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Provide low level segments information that a Lucene index (shard
-        level) is built with.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.segments`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.segments(
-            index=self._name, **kwargs
-        )
-
-    async def validate_query(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Validate a potentially expensive query without executing it.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.validate_query`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.validate_query(
-            index=self._name, **kwargs
-        )
-
-    async def clear_cache(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Clear all caches or specific cached associated with the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.clear_cache`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.clear_cache(
-            index=self._name, **kwargs
-        )
-
-    async def recovery(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The indices recovery API provides insight into on-going shard
-        recoveries for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.recovery`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.recovery(
-            index=self._name, **kwargs
-        )
-
-    async def upgrade(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Upgrade the index to the latest format.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.upgrade`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.upgrade(
-            index=self._name, **kwargs
-        )
-
-    async def get_upgrade(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Monitor how much of the index is upgraded.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_upgrade`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_upgrade(
-            index=self._name, **kwargs
-        )
-
-    async def shard_stores(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Provides store information for shard copies of the index. Store
-        information reports on which nodes shard copies exist, the shard copy
-        version, indicating how recent they are, and any exceptions encountered
-        while opening the shard index or from earlier engine failure.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.shard_stores`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.shard_stores(
-            index=self._name, **kwargs
-        )
-
-    async def forcemerge(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The force merge API allows to force merging of the index through an
-        API. The merge relates to the number of segments a Lucene index holds
-        within each shard. The force merge operation allows to reduce the
-        number of segments by merging them.
-
-        This call will block until the merge is complete. If the http
-        connection is lost, the request will continue in the background, and
-        any new requests will block until the previous force merge is complete.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.forcemerge`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.forcemerge(
-            index=self._name, **kwargs
-        )
-
-    async def shrink(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The shrink index API allows you to shrink an existing index into a new
-        index with fewer primary shards. The number of primary shards in the
-        target index must be a factor of the shards in the source index. For
-        example an index with 8 primary shards can be shrunk into 4, 2 or 1
-        primary shards or an index with 15 primary shards can be shrunk into 5,
-        3 or 1. If the number of shards in the index is a prime number it can
-        only be shrunk into a single primary shard. Before shrinking, a
-        (primary or replica) copy of every shard in the index must be present
-        on the same node.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.shrink`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.shrink(
-            index=self._name, **kwargs
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/mapping.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/mapping.py
deleted file mode 100644
index 93f04f055..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/mapping.py
+++ /dev/null
@@ -1,169 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any
-
-from six import iteritems
-
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.helpers.field import Nested, Text
-from opensearchpy.helpers.mapping import META_FIELDS, Properties
-
-
-class AsyncMapping(object):
-    _meta: Any
-    properties: Properties
-
-    def __init__(self) -> None:
-        self.properties = Properties()
-        self._meta = {}
-
-    def __repr__(self) -> str:
-        return "Mapping()"
-
-    def _clone(self) -> Any:
-        m = AsyncMapping()
-        m.properties._params = self.properties._params.copy()
-        return m
-
-    @classmethod
-    async def from_opensearch(cls, index: Any, using: str = "default") -> Any:
-        m = cls()
-        await m.update_from_opensearch(index, using)
-        return m
-
-    def resolve_nested(self, field_path: str) -> Any:
-        field = self
-        nested = []
-        parts = field_path.split(".")
-        for i, step in enumerate(parts):
-            try:
-                field = field[step]
-            except KeyError:
-                return (), None
-            if isinstance(field, Nested):
-                nested.append(".".join(parts[: i + 1]))
-        return nested, field
-
-    def resolve_field(self, field_path: Any) -> Any:
-        field = self
-        for step in field_path.split("."):
-            try:
-                field = field[step]
-            except KeyError:
-                return None
-        return field
-
-    def _collect_analysis(self) -> Any:
-        analysis: Any = {}
-        fields: Any = []
-        if "_all" in self._meta:
-            fields.append(Text(**self._meta["_all"]))
-
-        for f in chain(fields, self.properties._collect_fields()):
-            for analyzer_name in (
-                "analyzer",
-                "normalizer",
-                "search_analyzer",
-                "search_quote_analyzer",
-            ):
-                if not hasattr(f, analyzer_name):
-                    continue
-                analyzer = getattr(f, analyzer_name)
-                d = analyzer.get_analysis_definition()
-                # empty custom analyzer, probably already defined out of our control
-                if not d:
-                    continue
-
-                # merge the definition
-                # TODO: conflict detection/resolution
-                for key in d:
-                    analysis.setdefault(key, {}).update(d[key])
-
-        return analysis
-
-    async def save(self, index: Any, using: str = "default") -> Any:
-        from opensearchpy._async.helpers.index import AsyncIndex
-
-        index = AsyncIndex(index, using=using)
-        index.mapping(self)
-        return await index.save()
-
-    async def update_from_opensearch(self, index: Any, using: str = "default") -> None:
-        opensearch = await get_connection(using)
-        raw = await opensearch.indices.get_mapping(index=index)
-        _, raw = raw.popitem()
-        self._update_from_dict(raw["mappings"])
-
-    def _update_from_dict(self, raw: Any) -> None:
-        for name, definition in iteritems(raw.get("properties", {})):
-            self.field(name, definition)
-
-        # metadata like _all etc
-        for name, value in iteritems(raw):
-            if name != "properties":
-                if isinstance(value, collections_abc.Mapping):
-                    self.meta(name, **value)
-                else:
-                    self.meta(name, value)
-
-    def update(self, mapping: Any, update_only: bool = False) -> None:
-        for name in mapping:
-            if update_only and name in self:
-                # nested and inner objects, merge recursively
-                if hasattr(self[name], "update"):
-                    # FIXME only merge subfields, not the settings
-                    self[name].update(mapping[name], update_only)
-                continue
-            self.field(name, mapping[name])
-
-        if update_only:
-            for name in mapping._meta:
-                if name not in self._meta:
-                    self._meta[name] = mapping._meta[name]
-        else:
-            self._meta.update(mapping._meta)
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self.properties.properties
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties.properties[name]
-
-    def __iter__(self) -> Any:
-        return iter(self.properties.properties)
-
-    def field(self, *args: Any, **kwargs: Any) -> "AsyncMapping":
-        self.properties.field(*args, **kwargs)
-        return self
-
-    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "AsyncMapping":
-        if not name.startswith("_") and name not in META_FIELDS:
-            name = "_" + name
-
-        if params and kwargs:
-            raise ValueError("Meta configs cannot have both value and a dictionary.")
-
-        self._meta[name] = kwargs if params is None else params
-        return self
-
-    def to_dict(self) -> Any:
-        meta = self._meta
-
-        # hard coded serialization of analyzers in _all
-        if "_all" in meta:
-            meta = meta.copy()
-            _all = meta["_all"] = meta["_all"].copy()
-            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
-                if hasattr(_all.get(f, None), "to_dict"):
-                    _all[f] = _all[f].to_dict()
-        meta.update(self.properties.to_dict())
-        return meta
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/search.py
deleted file mode 100644
index 7f09ba7f3..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/search.py
+++ /dev/null
@@ -1,537 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import copy
-from typing import Any, Sequence
-
-from six import iteritems, string_types
-
-from opensearchpy._async.helpers.actions import aiter, async_scan
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import IllegalOperation, TransportError
-from opensearchpy.helpers.aggs import A
-from opensearchpy.helpers.query import Bool, Q
-from opensearchpy.helpers.response import Response
-from opensearchpy.helpers.search import AggsProxy, ProxyDescriptor, QueryProxy, Request
-from opensearchpy.helpers.utils import AttrDict, recursive_to_dict
-
-
-class AsyncSearch(Request):
-    query = ProxyDescriptor("query")
-    post_filter = ProxyDescriptor("post_filter")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Search request to opensearch.
-
-        :arg using: `AsyncOpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-        """
-        super(AsyncSearch, self).__init__(**kwargs)
-
-        self.aggs = AggsProxy(self)
-        self._sort: Sequence[Any] = []
-        self._source: Any = None
-        self._highlight: Any = {}
-        self._highlight_opts: Any = {}
-        self._suggest: Any = {}
-        self._script_fields: Any = {}
-        self._response_class: Any = Response
-
-        self._query_proxy = QueryProxy(self, "query")
-        self._post_filter_proxy = QueryProxy(self, "post_filter")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    def __getitem__(self, n: Any) -> Any:
-        """
-        Support slicing the `AsyncSearch` instance for pagination.
-
-        Slicing equates to the from/size parameters. E.g.::
-
-            s = AsyncSearch().query(...)[0:25]
-
-        is equivalent to::
-
-            s = AsyncSearch().query(...).extra(from_=0, size=25)
-
-        """
-        s = self._clone()
-
-        if isinstance(n, slice):
-            # If negative slicing, abort.
-            if n.start and n.start < 0 or n.stop and n.stop < 0:
-                raise ValueError("AsyncSearch does not support negative slicing.")
-            # OpenSearch won't get all results so we default to size: 10 if
-            # stop not given.
-            s._extra["from"] = n.start or 0
-            s._extra["size"] = max(
-                0, n.stop - (n.start or 0) if n.stop is not None else 10
-            )
-            return s
-        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
-            # If negative index, abort.
-            if n < 0:
-                raise ValueError("AsyncSearch does not support negative indexing.")
-            s._extra["from"] = n
-            s._extra["size"] = 1
-            return s
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `AsyncSearch` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            s = AsyncSearch.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "aggs": {...}
-            })
-            s = s.filter('term', published=True)
-        """
-        s = cls()
-        s.update_from_dict(d)
-        return s
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        s = super(AsyncSearch, self)._clone()
-
-        s._response_class = self._response_class
-        s._sort = self._sort[:]
-        s._source = copy.copy(self._source) if self._source is not None else None
-        s._highlight = self._highlight.copy()
-        s._highlight_opts = self._highlight_opts.copy()
-        s._suggest = self._suggest.copy()
-        s._script_fields = self._script_fields.copy()
-        for x in ("query", "post_filter"):
-            getattr(s, x)._proxied = getattr(self, x)._proxied
-
-        # copy top-level bucket definitions
-        if self.aggs._params.get("aggs"):
-            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
-        return s
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        s = self._clone()
-        s._response_class = cls
-        return s
-
-    def update_from_dict(self, d: Any) -> "AsyncSearch":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "post_filter" in d:
-            self.post_filter._proxied = Q(d.pop("post_filter"))
-
-        aggs = d.pop("aggs", d.pop("aggregations", {}))
-        if aggs:
-            self.aggs._params = {
-                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
-            }
-        if "sort" in d:
-            self._sort = d.pop("sort")
-        if "_source" in d:
-            self._source = d.pop("_source")
-        if "highlight" in d:
-            high = d.pop("highlight").copy()
-            self._highlight = high.pop("fields")
-            self._highlight_opts = high
-        if "suggest" in d:
-            self._suggest = d.pop("suggest")
-            if "text" in self._suggest:
-                text = self._suggest.pop("text")
-                for s in self._suggest.values():
-                    s.setdefault("text", text)
-        if "script_fields" in d:
-            self._script_fields = d.pop("script_fields")
-        self._extra.update(d)
-        return self
-
-    def script_fields(self, **kwargs: Any) -> Any:
-        """
-        Define script fields to be calculated on hits.
-
-        Example::
-
-            s = AsyncSearch()
-            s = s.script_fields(times_two="doc['field'].value * 2")
-            s = s.script_fields(
-                times_three={
-                    'script': {
-                        'lang': 'painless',
-                        'source': "doc['field'].value * params.n",
-                        'params': {'n': 3}
-                    }
-                }
-            )
-
-        """
-        s = self._clone()
-        for name in kwargs:
-            if isinstance(kwargs[name], string_types):
-                kwargs[name] = {"script": kwargs[name]}
-        s._script_fields.update(kwargs)
-        return s
-
-    def source(self, fields: Any = None, **kwargs: Any) -> Any:
-        """
-        Selectively control how the _source field is returned.
-
-        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
-
-        If ``fields`` is None, the entire document will be returned for
-        each hit.  If fields is a dictionary with keys of 'includes' and/or
-        'excludes' the fields will be either included or excluded appropriately.
-
-        Calling this multiple times with the same named parameter will override the
-        previous values with the new ones.
-
-        Example::
-
-            s = AsyncSearch()
-            s = s.source(includes=['obj1.*'], excludes=["*.description"])
-
-            s = AsyncSearch()
-            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
-
-        """
-        s = self._clone()
-
-        if fields and kwargs:
-            raise ValueError("You cannot specify fields and kwargs at the same time.")
-
-        if fields is not None:
-            s._source = fields
-            return s
-
-        if kwargs and not isinstance(s._source, dict):
-            s._source = {}
-
-        for key, value in kwargs.items():
-            if value is None:
-                try:
-                    del s._source[key]
-                except KeyError:
-                    pass
-            else:
-                s._source[key] = value
-
-        return s
-
-    def sort(self, *keys: Any) -> Any:
-        """
-        Add sorting information to the search request. If called without
-        arguments it will remove all sort requirements. Otherwise it will
-        replace them. Acceptable arguments are::
-
-            'some.field'
-            '-some.other.field'
-            {'different.field': {'any': 'dict'}}
-
-        so for example::
-
-            s = AsyncSearch().sort(
-                'category',
-                '-title',
-                {"price" : {"order" : "asc", "mode" : "avg"}}
-            )
-
-        will sort by ``category``, ``title`` (in descending order) and
-        ``price`` in ascending order using the ``avg`` mode.
-
-        The API returns a copy of the AsyncSearch object and can thus be chained.
-        """
-        s = self._clone()
-        s._sort = []
-        for k in keys:
-            if isinstance(k, string_types) and k.startswith("-"):
-                if k[1:] == "_score":
-                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
-                k = {k[1:]: {"order": "desc"}}
-            s._sort.append(k)
-        return s
-
-    def highlight_options(self, **kwargs: Any) -> Any:
-        """
-        Update the global highlighting options used for this request. For
-        example::
-
-            s = AsyncSearch()
-            s = s.highlight_options(order='score')
-        """
-        s = self._clone()
-        s._highlight_opts.update(kwargs)
-        return s
-
-    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
-        """
-        Request highlighting of some fields. All keyword arguments passed in will be
-        used as parameters for all the fields in the ``fields`` parameter. Example::
-
-            AsyncSearch().highlight('title', 'body', fragment_size=50)
-
-        will produce the equivalent of::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 50},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        If you want to have different options for different fields
-        you can call ``highlight`` twice::
-
-            AsyncSearch().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
-
-        which will produce::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 100},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        """
-        s = self._clone()
-        for f in fields:
-            s._highlight[f] = kwargs
-        return s
-
-    def suggest(self, name: str, text: str, **kwargs: Any) -> Any:
-        """
-        Add a suggestions request to the search.
-
-        :arg name: name of the suggestion
-        :arg text: text to suggest on
-
-        All keyword arguments will be added to the suggestions body. For example::
-
-            s = AsyncSearch()
-            s = s.suggest('suggestion-1', 'AsyncOpenSearch', term={'field': 'body'})
-        """
-        s = self._clone()
-        s._suggest[name] = {"text": text}
-        s._suggest[name].update(kwargs)
-        return s
-
-    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request's body.
-
-        :arg count: a flag to specify if we are interested in a body for count -
-            no aggregations, no pagination bounds etc.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        # count request doesn't care for sorting and other things
-        if not count:
-            if self.post_filter:
-                d["post_filter"] = self.post_filter.to_dict()
-
-            if self.aggs.aggs:
-                d.update(self.aggs.to_dict())
-
-            if self._sort:
-                d["sort"] = self._sort
-
-            d.update(recursive_to_dict(self._extra))
-
-            if self._source not in (None, {}):
-                d["_source"] = self._source
-
-            if self._highlight:
-                d["highlight"] = {"fields": self._highlight}
-                d["highlight"].update(self._highlight_opts)
-
-            if self._suggest:
-                d["suggest"] = self._suggest
-
-            if self._script_fields:
-                d["script_fields"] = self._script_fields
-
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    async def count(self) -> Any:
-        """
-        Return the number of hits matching the query and filters. Note that
-        only the actual number is returned.
-        """
-        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
-            return self._response.hits.total.value
-
-        opensearch = await get_connection(self._using)
-
-        d = self.to_dict(count=True)
-        # TODO: failed shards detection
-        return (await opensearch.count(index=self._index, body=d, **self._params))[
-            "count"
-        ]
-
-    async def execute(self, ignore_cache: bool = False) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-
-        :arg ignore_cache: if set to ``True``, consecutive calls will hit
-            AsyncOpenSearch, while cached result will be ignored. Defaults to `False`
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = await get_connection(self._using)
-
-            self._response = self._response_class(
-                self,
-                await opensearch.search(
-                    index=self._index, body=self.to_dict(), **self._params
-                ),
-            )
-        return self._response
-
-    async def scan(self) -> Any:
-        """
-        Turn the search into a scan search and return a generator that will
-        iterate over all the documents matching the query.
-
-        Use ``params`` method to specify any additional arguments you with to
-        pass to the underlying ``async_scan`` helper from ``opensearchpy``
-
-        """
-        opensearch = await get_connection(self._using)
-
-        async for hit in aiter(
-            async_scan(
-                opensearch, query=self.to_dict(), index=self._index, **self._params
-            )
-        ):
-            yield self._get_result(hit)
-
-    async def delete(self) -> Any:
-        """
-        delete() executes the query by delegating to delete_by_query()
-        """
-
-        opensearch = await get_connection(self._using)
-
-        return AttrDict(
-            await opensearch.delete_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-        )
-
-
-class AsyncMultiSearch(Request):
-    """
-    Combine multiple :class:`~opensearchpy.AsyncSearch` objects into a single
-    request.
-    """
-
-    def __init__(self, **kwargs: Any) -> None:
-        super(AsyncMultiSearch, self).__init__(**kwargs)
-        self._searches: Any = []
-
-    def __getitem__(self, key: Any) -> Any:
-        return self._searches[key]
-
-    def __iter__(self) -> Any:
-        return iter(self._searches)
-
-    def _clone(self) -> Any:
-        ms = super(AsyncMultiSearch, self)._clone()
-        ms._searches = self._searches[:]
-        return ms
-
-    def add(self, search: Any) -> Any:
-        """
-        Adds a new :class:`~opensearchpy.AsyncSearch` object to the request::
-
-            ms = AsyncMultiSearch(index='my-index')
-            ms = ms.add(AsyncSearch(doc_type=Category).filter('term', category='python'))
-            ms = ms.add(AsyncSearch(doc_type=Blog))
-        """
-        ms = self._clone()
-        ms._searches.append(search)
-        return ms
-
-    def to_dict(self) -> Any:
-        out = []
-        for s in self._searches:
-            meta = {}
-            if s._index:
-                meta["index"] = s._index
-            meta.update(s._params)
-
-            out.append(meta)
-            out.append(s.to_dict())
-
-        return out
-
-    async def execute(
-        self, ignore_cache: bool = False, raise_on_error: bool = True
-    ) -> Any:
-        """
-        Execute the multi search request and return a list of search results.
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = await get_connection(self._using)
-
-            responses = await opensearch.msearch(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-
-            out = []
-            for s, r in zip(self._searches, responses["responses"]):
-                if r.get("error", False):
-                    if raise_on_error:
-                        raise TransportError("N/A", r["error"]["type"], r["error"])
-                    r = None
-                else:
-                    r = Response(s, r)
-                out.append(r)
-
-            self._response = out
-
-        return self._response
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/test.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/test.py
deleted file mode 100644
index 455a2781e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/test.py
+++ /dev/null
@@ -1,43 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import os
-import time
-from typing import Any
-from unittest import SkipTest
-
-from opensearchpy import AsyncOpenSearch
-from opensearchpy.exceptions import ConnectionError
-
-OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
-
-
-async def get_test_client(nowait: bool = False, **kwargs: Any) -> Any:
-    # construct kwargs from the environment
-    kw = {"timeout": 30}
-
-    from opensearchpy import AsyncConnection
-
-    async_connection = AsyncConnection()
-    if hasattr(async_connection, "AIOHttpConnection"):
-        kw["connection_class"] = getattr(async_connection, "AIOHttpConnection")
-
-    kw.update(kwargs)
-    client = AsyncOpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
-
-    # wait for yellow status
-    for _ in range(1 if nowait else 100):
-        try:
-            await client.cluster.health(wait_for_status="yellow")
-            return client
-        except ConnectionError:
-            time.sleep(0.1)
-    else:
-        # timeout
-        raise SkipTest("OpenSearch failed to start.")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
deleted file mode 100644
index 7ea3b9062..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
+++ /dev/null
@@ -1,153 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.helpers.query import Bool, Q
-from opensearchpy.helpers.response import UpdateByQueryResponse
-from opensearchpy.helpers.search import ProxyDescriptor, QueryProxy, Request
-from opensearchpy.helpers.utils import recursive_to_dict
-
-
-class AsyncUpdateByQuery(Request):
-    query = ProxyDescriptor("query")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Update by query request to opensearch.
-
-        :arg using: `AsyncOpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-
-        """
-        super(AsyncUpdateByQuery, self).__init__(**kwargs)
-        self._response_class = UpdateByQueryResponse
-        self._script: Any = {}
-        self._query_proxy = QueryProxy(self, "query")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `AsyncUpdateByQuery` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            ubq = AsyncUpdateByQuery.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "script": {...}
-            })
-            ubq = ubq.filter('term', published=True)
-        """
-        u = cls()
-        u.update_from_dict(d)
-        return u
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        ubq = super(AsyncUpdateByQuery, self)._clone()
-
-        ubq._response_class = self._response_class
-        ubq._script = self._script.copy()
-        ubq.query._proxied = self.query._proxied
-        return ubq
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        ubq = self._clone()
-        ubq._response_class = cls
-        return ubq
-
-    def update_from_dict(self, d: Any) -> "AsyncUpdateByQuery":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "script" in d:
-            self._script = d.pop("script")
-        self._extra.update(d)
-        return self
-
-    def script(self, **kwargs: Any) -> Any:
-        """
-        Define update action to take:
-
-        Note: the API only accepts a single script, so
-        calling the script multiple times will overwrite.
-
-        Example::
-
-            ubq = AsyncSearch()
-            ubq = ubq.script(source="ctx._source.likes++"")
-            ubq = ubq.script(source="ctx._source.likes += params.f"",
-                         lang="expression",
-                         params={'f': 3})
-        """
-        ubq = self._clone()
-        if ubq._script:
-            ubq._script = {}
-        ubq._script.update(kwargs)
-        return ubq
-
-    def to_dict(self, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request'ubq body.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        if self._script:
-            d["script"] = self._script
-
-        d.update(recursive_to_dict(self._extra))
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    async def execute(self) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-        """
-        opensearch = await get_connection(self._using)
-
-        self._response = self._response_class(
-            self,
-            await opensearch.update_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            ),
-        )
-        return self._response
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/http_aiohttp.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/http_aiohttp.py
deleted file mode 100644
index c49fd5747..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/http_aiohttp.py
+++ /dev/null
@@ -1,395 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import asyncio
-import os
-import ssl
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-import urllib3
-
-from ..compat import reraise_exceptions, urlencode
-from ..connection.base import Connection
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from ._extra_imports import aiohttp, aiohttp_exceptions, yarl  # type: ignore
-from .compat import get_running_loop
-
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-class AsyncConnection(Connection):
-    """Base class for Async HTTP connection implementations"""
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        raise NotImplementedError()
-
-    async def close(self) -> None:
-        raise NotImplementedError()
-
-
-class AIOHttpConnection(AsyncConnection):
-    session: aiohttp.ClientSession
-    ssl_assert_fingerprint: Optional[str]
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        url_prefix: str = "",
-        timeout: int = 10,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        maxsize: Optional[int] = 10,
-        headers: Any = None,
-        ssl_context: Any = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        loop: Any = None,
-        trust_env: Optional[bool] = False,
-        **kwargs: Any
-    ) -> None:
-        """
-        Default connection class for ``AsyncOpenSearch`` using the `aiohttp` library and the http protocol.
-
-        :arg host: hostname of the node (default: localhost)
-        :arg port: port to use (integer, default: 9200)
-        :arg url_prefix: optional url prefix for opensearch
-        :arg timeout: default timeout in seconds (float, default: 10)
-        :arg http_auth: optional http auth information as either ':' separated
-            string or a tuple
-        :arg use_ssl: use ssl for the connection if `True`
-        :arg verify_certs: whether to verify SSL certificates
-        :arg ssl_show_warn: show warning when verify certs is disabled
-        :arg ca_certs: optional path to CA bundle.
-            See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
-            for instructions how to get default set
-        :arg client_cert: path to the file containing the private key and the
-            certificate, or cert only if using client_key
-        :arg client_key: path to the file containing the private key if using
-            separate cert and key files (client_cert will contain only the cert)
-        :arg ssl_version: version of the SSL protocol to use. Choices are:
-            SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
-            ``ssl`` module for exact options for your environment).
-        :arg ssl_assert_hostname: use hostname verification if not `False`
-        :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
-        :arg maxsize: the number of connections which will be kept open to this
-            host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
-            information.
-        :arg headers: any custom http headers to be add to requests
-        :arg http_compress: Use gzip compression
-        :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-            For tracing all requests made by this transport.
-        :arg loop: asyncio Event Loop to use with aiohttp. This is set by default to the currently running loop.
-        """
-
-        self.headers = {}
-
-        super().__init__(
-            host=host,
-            port=port,
-            url_prefix=url_prefix,
-            timeout=timeout,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = ":".join(http_auth)
-            self.headers.update(urllib3.make_headers(basic_auth=http_auth))
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        self.ssl_assert_fingerprint = ssl_assert_fingerprint
-        if self.use_ssl and ssl_context is None:
-            if ssl_version is None:
-                ssl_context = ssl.create_default_context()
-            else:
-                ssl_context = ssl.SSLContext(ssl_version)
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            if verify_certs:
-                ssl_context.verify_mode = ssl.CERT_REQUIRED
-                ssl_context.check_hostname = True
-            else:
-                ssl_context.check_hostname = False
-                ssl_context.verify_mode = ssl.CERT_NONE
-
-            if ca_certs is None:
-                ca_certs = self.default_ca_certs()
-
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-                if os.path.isfile(ca_certs):
-                    ssl_context.load_verify_locations(cafile=ca_certs)
-                elif os.path.isdir(ca_certs):
-                    ssl_context.load_verify_locations(capath=ca_certs)
-                else:
-                    raise ImproperlyConfigured("ca_certs parameter is not a path")
-            else:
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-
-            # Use client_cert and client_key variables for SSL certificate configuration.
-            if client_cert and not os.path.isfile(client_cert):
-                raise ImproperlyConfigured("client_cert is not a path to a file")
-            if client_key and not os.path.isfile(client_key):
-                raise ImproperlyConfigured("client_key is not a path to a file")
-            if client_cert and client_key:
-                ssl_context.load_cert_chain(client_cert, client_key)
-            elif client_cert:
-                ssl_context.load_cert_chain(client_cert)
-
-        self.headers.setdefault("connection", "keep-alive")
-        self.loop = loop
-        self.session = None
-
-        # Parameters for creating an aiohttp.ClientSession later.
-        self._limit = maxsize
-        self._http_auth = http_auth
-        self._ssl_context = ssl_context
-        self._trust_env = trust_env
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.session is None:
-            await self._create_aiohttp_session()
-        assert self.session is not None
-
-        orig_body = body
-        url_path = self.url_prefix + url
-        if params:
-            query_string = urlencode(params)
-        else:
-            query_string = ""
-
-        # There is a bug in aiohttp that disables the re-use
-        # of the connection in the pool when method=HEAD.
-        # See: aio-libs/aiohttp#1769
-        is_head = False
-        if method == "HEAD":
-            method = "GET"
-            is_head = True
-
-        # Top-tier tip-toeing happening here. Basically
-        # because Pip's old resolver is bad and wipes out
-        # strict pins in favor of non-strict pins of extras
-        # our [async] extra overrides aiohttp's pin of
-        # yarl. yarl released breaking changes, aiohttp pinned
-        # defensively afterwards, but our users don't get
-        # that nice pin that aiohttp set. :( So to play around
-        # this super-defensively we try to import yarl, if we can't
-        # then we pass a string into ClientSession.request() instead.
-        if yarl:
-            # Provide correct URL object to avoid string parsing in low-level code
-            url = yarl.URL.build(
-                scheme=self.scheme,
-                host=self.hostname,
-                port=self.port,
-                path=url_path,
-                query_string=query_string,
-                encoded=True,
-            )
-        else:
-            url = self.url_prefix + url
-            if query_string:
-                url = "%s?%s" % (url, query_string)
-            url = self.host + url
-
-        timeout = aiohttp.ClientTimeout(
-            total=timeout if timeout is not None else self.timeout
-        )
-
-        req_headers = self.headers.copy()
-        if headers:
-            req_headers.update(headers)
-
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            req_headers["content-encoding"] = "gzip"
-
-        start = self.loop.time()
-        try:
-            async with self.session.request(
-                method,
-                url,
-                data=body,
-                headers=req_headers,
-                timeout=timeout,
-                fingerprint=self.ssl_assert_fingerprint,
-            ) as response:
-                if is_head:  # We actually called 'GET' so throw away the data.
-                    await response.release()
-                    raw_data = ""
-                else:
-                    raw_data = await response.text()
-                duration = self.loop.time() - start
-
-        # We want to reraise a cancellation or recursion error.
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                url,
-                url_path,
-                orig_body,
-                self.loop.time() - start,
-                exception=e,
-            )
-            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(
-                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
-            ):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.getall("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method,
-                url,
-                url_path,
-                orig_body,
-                duration,
-                status_code=response.status,
-                response=raw_data,
-            )
-            self._raise_error(
-                response.status,
-                raw_data,
-                response.headers.get("content-type"),
-            )
-
-        self.log_request_success(
-            method, url, url_path, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    async def close(self) -> Any:
-        """
-        Explicitly closes connection
-        """
-        if self.session:
-            await self.session.close()
-            self.session = None
-
-    async def _create_aiohttp_session(self) -> Any:
-        """Creates an aiohttp.ClientSession(). This is delayed until
-        the first call to perform_request() so that AsyncTransport has
-        a chance to set AIOHttpConnection.loop
-        """
-        if self.loop is None:
-            self.loop = get_running_loop()
-        self.session = aiohttp.ClientSession(
-            headers=self.headers,
-            skip_auto_headers=("accept", "accept-encoding"),
-            auto_decompress=True,
-            loop=self.loop,
-            cookie_jar=aiohttp.DummyCookieJar(),
-            response_class=OpenSearchClientResponse,
-            connector=aiohttp.TCPConnector(
-                limit=self._limit,
-                use_dns_cache=True,
-                enable_cleanup_closed=True,
-                ssl=self._ssl_context,
-            ),
-            trust_env=self._trust_env,
-        )
-
-
-class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
-    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
-        if self._body is None:
-            await self.read()
-
-        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/alerting.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/alerting.py
deleted file mode 100644
index bf1d4eee7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/alerting.py
+++ /dev/null
@@ -1,262 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Union
-
-from ..client.utils import NamespacedClient, _make_path, query_params
-
-
-class AlertingClient(NamespacedClient):
-    @query_params()
-    async def search_monitor(
-        self,
-        body: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the search result for a monitor.
-
-        :arg monitor_id: The configuration for the monitor we are trying to search
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def get_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the details of a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to fetch
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("dryrun")
-    async def run_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Runs/Executes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to execute
-        :arg dryrun: Shows the results of a run without actions sending any message
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def create_monitor(
-        self,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Creates a monitor with inputs, triggers, and actions.
-
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def update_monitor(
-        self,
-        monitor_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Updates a monitor's inputs, triggers, and actions.
-
-        :arg monitor_id: The id of the monitor we are trying to update
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def delete_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Deletes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to delete
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def get_destination(
-        self,
-        destination_id: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the details of a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
-        """
-        return await self.transport.perform_request(
-            "GET",
-            (
-                _make_path("_plugins", "_alerting", "destinations", destination_id)
-                if destination_id
-                else _make_path("_plugins", "_alerting", "destinations")
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def create_destination(
-        self,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Creates a destination for slack, mail, or custom-webhook.
-
-        :arg body: The configuration for the destination
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "destinations"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def update_destination(
-        self,
-        destination_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Updates a destination's inputs, triggers, and actions.
-
-        :arg destination_id: The id of the destination we are trying to update
-        :arg body: The configuration for the destination
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def delete_destination(
-        self,
-        destination_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Deletes a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to delete
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def get_alerts(
-        self, params: Union[Any, None] = None, headers: Union[Any, None] = None
-    ) -> Union[bool, Any]:
-        """
-        Returns all alerts.
-
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "alerts"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def acknowledge_alert(
-        self,
-        monitor_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Acknowledges an alert.
-
-        :arg monitor_id: The id of the monitor, the alert belongs to
-        :arg body: The alerts to be acknowledged
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins",
-                "_alerting",
-                "monitors",
-                monitor_id,
-                "_acknowledge",
-                "alerts",
-            ),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/index_management.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/index_management.py
deleted file mode 100644
index c5084a375..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/index_management.py
+++ /dev/null
@@ -1,169 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndexManagementClient(NamespacedClient):
-    @query_params()
-    async def put_policy(
-        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates, or updates, a policy.
-
-        :arg policy: The name of the policy
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def add_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Adds a policy to an index. This operation does not change the policy if the index already has one.
-
-        :arg index: The name of the index to add policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "add", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def get_policy(
-        self, policy: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
-
-        :arg policy: The name of the policy
-        """
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def remove_policy_from_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Removes any ISM policy from the index.
-
-        :arg index: The name of the index to remove policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "remove", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def change_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates the managed index policy to a new policy (or to a new version of the policy).
-
-        :arg index: The name of the index to change policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "change_policy", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def retry(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Retries the failed action for an index.
-
-        :arg index: The name of the index whose is in a failed state
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "retry", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("show_policy")
-    async def explain_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the current state of the index.
-
-        :arg index: The name of the index to explain
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "explain", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def delete_policy(
-        self, policy: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes the policy by `policy_id`.
-
-        :arg policy: The name of the policy to delete
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/knn.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/knn.py
deleted file mode 100644
index 033a25595..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/knn.py
+++ /dev/null
@@ -1,373 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class KnnClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to delete a particular model in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to retrieve information about models present in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    async def search_models(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Use an OpenSearch query to search for models in the index.
-
-
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg allow_partial_search_results: Indicate if an error should
-            be returned if there is a partial search failure or timeout. Default is
-            True.
-        :arg analyze_wildcard: Specify whether wildcard and prefix
-            queries should be analyzed. Default is false.
-        :arg analyzer: The analyzer to use for the query string.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node. This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: Indicates whether network round-
-            trips should be minimized as part of cross-cluster search requests
-            execution. Default is True.
-        :arg default_operator: The default operator for query string
-            query (AND or OR). Valid choices are AND, OR.
-        :arg df: The field to use as default where no field prefix is
-            given in the query string.
-        :arg docvalue_fields: Comma-separated list of fields to return
-            as the docvalue representation of a field for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg explain: Specify whether to return detailed information
-            about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg lenient: Specify whether format-based query failures (such
-            as providing text to a numeric field) should be ignored.
-        :arg max_concurrent_shard_requests: The number of concurrent
-            shard requests per node this search executes concurrently. This value
-            should be used to limit the impact of the search on the cluster in order
-            to limit the number of concurrent shard requests. Default is 5.
-        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
-            round-trip to prefilter search shards based on query rewriting if the
-            number of shards the search request expands to exceeds the threshold.
-            This filter round-trip can limit the number of shards significantly if
-            for instance a shard can not match any documents based on its rewrite
-            method ie. if date filters are mandatory to match but the shard bounds
-            and the query are disjoint.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg request_cache: Specify if request cache should be used for
-            this request or not, defaults to index level setting.
-        :arg rest_total_hits_as_int: Indicates whether hits.total should
-            be rendered as an integer or an object in the rest search response.
-            Default is false.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg scroll: Specify how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg search_type: Search operation type. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg seq_no_primary_term: Specify whether to return sequence
-            number and primary term of the last modification of each hit.
-        :arg size: Number of hits to return. Default is 10.
-        :arg sort: Comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific 'tag' of the request for logging and
-            statistical purposes.
-        :arg stored_fields: Comma-separated list of stored fields to
-            return.
-        :arg suggest_field: Specify which field to use for suggestions.
-        :arg suggest_mode: Specify suggest mode. Valid choices are
-            missing, popular, always.
-        :arg suggest_size: How many suggestions to return in response.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.
-        :arg terminate_after: The maximum number of documents to collect
-            for each shard, upon reaching which the query execution will terminate
-            early.
-        :arg timeout: Operation timeout.
-        :arg track_scores: Whether to calculate and return scores even
-            if they are not used for sorting.
-        :arg track_total_hits: Indicate if the number of documents that
-            match the query should be tracked.
-        :arg typed_keys: Specify whether aggregation and suggester names
-            should be prefixed by their respective types in the response.
-        :arg version: Whether to return document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_knn/models/_search",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def stats(
-        self,
-        node_id: Any = None,
-        stat: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides information about the current status of the k-NN plugin.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg stat: Comma-separated list of stats to retrieve; use `_all`
-            or empty string to retrieve all stats.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", node_id, "stats", stat),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "preference", "pretty", "source"
-    )
-    async def train_model(
-        self,
-        body: Any,
-        model_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create and train a model that can be used for initializing k-NN native library
-        indexes during indexing.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Preferred node to execute training.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_knn", "models", model_id, "_train"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def warmup(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Preloads native library files into memory, reducing initial search latency for
-        specified indexes.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "warmup", index),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/notifications.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/notifications.py
deleted file mode 100644
index 0a7e38a1d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/notifications.py
+++ /dev/null
@@ -1,351 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class NotificationsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a channel configuration.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "config_id",
-        "config_id_list",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def delete_configs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete multiple channel configurations.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg config_id_list: A comma-separated list of channel IDs to
-            delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a specific channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "chime.url",
-        "chime.url.keyword",
-        "config_type",
-        "created_time_ms",
-        "description",
-        "description.keyword",
-        "email.email_account_id",
-        "email.email_group_id_list",
-        "email.recipient_list.recipient",
-        "email.recipient_list.recipient.keyword",
-        "email_group.recipient_list.recipient",
-        "email_group.recipient_list.recipient.keyword",
-        "error_trace",
-        "filter_path",
-        "human",
-        "is_enabled",
-        "last_updated_time_ms",
-        "microsoft_teams.url",
-        "microsoft_teams.url.keyword",
-        "name",
-        "name.keyword",
-        "pretty",
-        "query",
-        "ses_account.from_address",
-        "ses_account.from_address.keyword",
-        "ses_account.region",
-        "ses_account.role_arn",
-        "ses_account.role_arn.keyword",
-        "slack.url",
-        "slack.url.keyword",
-        "smtp_account.from_address",
-        "smtp_account.from_address.keyword",
-        "smtp_account.host",
-        "smtp_account.host.keyword",
-        "smtp_account.method",
-        "sns.role_arn",
-        "sns.role_arn.keyword",
-        "sns.topic_arn",
-        "sns.topic_arn.keyword",
-        "source",
-        "text_query",
-        "webhook.url",
-        "webhook.url.keyword",
-    )
-    async def get_configs(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get multiple channel configurations with filtering.
-
-
-        :arg config_type: Type of notification configuration. Valid
-            choices are slack, chime, microsoft_teams, webhook, email, sns,
-            ses_account, smtp_account, email_group.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_features(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List supported channel configurations.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_notifications/features", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def send_test(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Send a test notification.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "feature", "test", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_config(
-        self,
-        config_id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Update channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (config_id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_channels(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List created notification channels.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/rollups.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/rollups.py
deleted file mode 100644
index 5a4f7091d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/rollups.py
+++ /dev/null
@@ -1,235 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class RollupsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a rollup's current status.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get an index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create or update index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Stop rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/transforms.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/transforms.py
deleted file mode 100644
index 231d02eec..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/plugins/transforms.py
+++ /dev/null
@@ -1,308 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TransformsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete an index transform.
-
-
-        :arg id: Transform to delete
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to explain
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def preview(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a preview of what a transformed index would look like.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create an index transform, or update a transform if if_seq_no and
-        if_primary_term are provided.
-
-
-        :arg id: Transform to create/update
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "from_",
-        "human",
-        "pretty",
-        "search",
-        "size",
-        "sortDirection",
-        "sortField",
-        "source",
-    )
-    async def search(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the details of all transform jobs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: The starting transform to return. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search: The search term to use to filter results.
-        :arg size: Specifies the number of transforms to return. Default
-            is 10.
-        :arg sortDirection: Specifies the direction to sort results in.
-            Can be ASC or DESC. Default is ASC.
-        :arg sortField: The field to sort results with.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_transform", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start transform.
-
-
-        :arg id: Transform to start
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        stop transform.
-
-
-        :arg id: Transform to stop
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/transport.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/transport.py
deleted file mode 100644
index 69db28d9b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_async/transport.py
+++ /dev/null
@@ -1,454 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import asyncio
-import logging
-from itertools import chain
-from typing import Any, Collection, Mapping, Optional, Type, Union
-
-from opensearchpy.connection.base import Connection
-from opensearchpy.serializer import Serializer
-
-from ..connection_pool import ConnectionPool
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    SerializationError,
-    TransportError,
-)
-from ..serializer import JSONSerializer
-from ..transport import Transport, get_host_info
-from .compat import get_running_loop
-from .http_aiohttp import AIOHttpConnection
-
-logger = logging.getLogger("opensearch")
-
-
-class AsyncTransport(Transport):
-    """
-    Encapsulation of transport-related to logic. Handles instantiation of the
-    individual connections as well as creating a connection pool to hold them.
-
-    Main interface is the `perform_request` method.
-    """
-
-    DEFAULT_CONNECTION_CLASS = AIOHttpConnection
-
-    sniffing_task: Any = None
-
-    def __init__(
-        self,
-        hosts: Any,
-        connection_class: Any = None,
-        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
-        host_info_callback: Any = get_host_info,
-        sniff_on_start: bool = False,
-        sniffer_timeout: Any = None,
-        sniff_timeout: float = 0.1,
-        sniff_on_connection_fail: bool = False,
-        serializer: Serializer = JSONSerializer(),
-        serializers: Any = None,
-        default_mimetype: str = "application/json",
-        max_retries: int = 3,
-        retry_on_status: Any = (502, 503, 504),
-        retry_on_timeout: bool = False,
-        send_get_body_as: str = "GET",
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of dictionaries, each containing keyword arguments to
-            create a `connection_class` instance
-        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
-        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
-        :arg host_info_callback: callback responsible for taking the node information from
-            `/_cluster/nodes`, along with already extracted information, and
-            producing a list of arguments (same as `hosts` parameter)
-        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
-            from the cluster at startup time
-        :arg sniffer_timeout: number of seconds between automatic sniffs
-        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
-        :arg sniff_timeout: timeout used for the sniff request - it should be a
-            fast api call and we are talking potentially to more nodes so we want
-            to fail quickly. Not used during initial sniffing (if
-            ``sniff_on_start`` is on) when the connection still isn't
-            initialized.
-        :arg serializer: serializer instance
-        :arg serializers: optional dict of serializer instances that will be
-            used for deserializing data coming from the server. (key is the mimetype)
-        :arg default_mimetype: when no mimetype is specified by the server
-            response assume this mimetype, defaults to `'application/json'`
-        :arg max_retries: maximum number of retries before an exception is propagated
-        :arg retry_on_status: set of HTTP status codes on which we should retry
-            on a different node. defaults to ``(502, 503, 504)``
-        :arg retry_on_timeout: should timeout trigger a retry on different
-            node? (default `False`)
-        :arg send_get_body_as: for GET requests with body this option allows
-            you to specify an alternate way of execution for environments that
-            don't support passing bodies with GET requests. If you set this to
-            'POST' a POST method will be used instead, if to 'source' then the body
-            will be serialized and passed as a query parameter `source`.
-
-        Any extra keyword arguments will be passed to the `connection_class`
-        when creating and instance unless overridden by that connection's
-        options provided as part of the hosts parameter.
-        """
-        self.sniffing_task = None
-        self.loop: Any = None
-        self._async_init_called = False
-        self._sniff_on_start_event: Optional[asyncio.Event] = None
-
-        super(AsyncTransport, self).__init__(
-            hosts=[],
-            connection_class=connection_class,
-            connection_pool_class=connection_pool_class,
-            host_info_callback=host_info_callback,
-            sniff_on_start=False,
-            sniffer_timeout=sniffer_timeout,
-            sniff_timeout=sniff_timeout,
-            sniff_on_connection_fail=sniff_on_connection_fail,
-            serializer=serializer,
-            serializers=serializers,
-            default_mimetype=default_mimetype,
-            max_retries=max_retries,
-            retry_on_status=retry_on_status,
-            retry_on_timeout=retry_on_timeout,
-            send_get_body_as=send_get_body_as,
-            **kwargs
-        )
-
-        # Since we defer connections / sniffing to not occur
-        # within the constructor we never want to signal to
-        # our parent to 'sniff_on_start' or non-empty 'hosts'.
-        self.hosts = hosts
-        self.sniff_on_start = sniff_on_start
-
-    async def _async_init(self) -> None:
-        """This is our stand-in for an async constructor. Everything
-        that was deferred within __init__() should be done here now.
-
-        This method will only be called once per AsyncTransport instance
-        and is called from one of AsyncOpenSearch.__aenter__(),
-        AsyncTransport.perform_request() or AsyncTransport.get_connection()
-        """
-        # Detect the async loop we're running in and set it
-        # on all already created HTTP connections.
-        self.loop = get_running_loop()
-        self.kwargs["loop"] = self.loop
-
-        # Now that we have a loop we can create all our HTTP connections...
-        self.set_connections(self.hosts)
-        self.seed_connections = list(self.connection_pool.connections[:])
-
-        # ... and we can start sniffing in the background.
-        if self.sniffing_task is None and self.sniff_on_start:
-            # Create an asyncio.Event for future calls to block on
-            # until the initial sniffing task completes.
-            self._sniff_on_start_event = asyncio.Event()
-
-            try:
-                self.last_sniff = self.loop.time()
-                self.create_sniff_task(initial=True)
-
-                # Since this is the first one we wait for it to complete
-                # in case there's an error it'll get raised here.
-                await self.sniffing_task  # type: ignore
-
-            # If the task gets cancelled here it likely means the
-            # transport got closed.
-            except asyncio.CancelledError:
-                pass
-
-            # Once we exit this section we want to unblock any _async_calls()
-            # that are blocking on our initial sniff attempt regardless of it
-            # was successful or not.
-            finally:
-                self._sniff_on_start_event.set()
-
-    async def _async_call(self) -> None:
-        """This method is called within any async method of AsyncTransport
-        where the transport is not closing. This will check to see if we should
-        call our _async_init() or create a new sniffing task
-        """
-        if not self._async_init_called:
-            self._async_init_called = True
-            await self._async_init()
-
-        # If the initial sniff_on_start hasn't returned yet
-        # then we need to wait for node information to come back
-        # or for the task to be cancelled via AsyncTransport.close()
-        if self._sniff_on_start_event and not self._sniff_on_start_event.is_set():
-            # This is already a no-op if the event is set but we try to
-            # avoid an 'await' by checking 'not event.is_set()' above first.
-            await self._sniff_on_start_event.wait()
-
-        if self.sniffer_timeout:
-            if self.loop.time() >= self.last_sniff + self.sniffer_timeout:
-                self.create_sniff_task()
-
-    async def _get_node_info(self, conn: Any, initial: Any) -> Any:
-        try:
-            # use small timeout for the sniffing request, should be a fast api call
-            _, headers, node_info = await conn.perform_request(
-                "GET",
-                "/_nodes/_all/http",
-                timeout=self.sniff_timeout if not initial else None,
-            )
-            return self.deserializer.loads(node_info, headers.get("content-type"))
-        except Exception:
-            pass
-        return None
-
-    async def _get_sniff_data(self, initial: Any = False) -> Any:
-        previous_sniff = self.last_sniff
-
-        # reset last_sniff timestamp
-        self.last_sniff = self.loop.time()
-
-        # use small timeout for the sniffing request, should be a fast api call
-        timeout = self.sniff_timeout if not initial else None
-
-        def _sniff_request(conn: Any) -> Any:
-            return self.loop.create_task(
-                conn.perform_request("GET", "/_nodes/_all/http", timeout=timeout)
-            )
-
-        # Go through all current connections as well as the
-        # seed_connections for good measure
-        tasks = []
-        for conn in self.connection_pool.connections:
-            tasks.append(_sniff_request(conn))
-        for conn in self.seed_connections:
-            # Ensure that we don't have any duplication within seed_connections.
-            if conn in self.connection_pool.connections:
-                continue
-            tasks.append(_sniff_request(conn))
-
-        done: Any = ()
-        try:
-            while tasks:
-
-                # execute sniff requests in parallel, wait for first to return
-                done, tasks = await asyncio.wait(
-                    tasks, return_when=asyncio.FIRST_COMPLETED
-                )
-                # go through all the finished tasks
-                for t in done:
-                    try:
-                        _, headers, node_info = t.result()
-
-                        # Lowercase all the header names for consistency in accessing them.
-                        headers = {
-                            header.lower(): value for header, value in headers.items()
-                        }
-
-                        node_info = self.deserializer.loads(
-                            node_info, headers.get("content-type")
-                        )
-                    except (ConnectionError, SerializationError):
-                        continue
-                    node_info = list(node_info["nodes"].values())
-                    return node_info
-            else:
-                # no task has finished completely
-                raise TransportError("N/A", "Unable to sniff hosts.")
-        except Exception:
-            # keep the previous value on error
-            self.last_sniff = previous_sniff
-            raise
-        finally:
-            # Cancel all the pending tasks
-            for task in chain(done, tasks):
-                task.cancel()
-
-    async def sniff_hosts(self, initial: bool = False) -> Any:
-        """Either spawns a sniffing_task which does regular sniffing
-        over time or does a single sniffing session and awaits the results.
-        """
-        # Without a loop we can't do anything.
-        if not self.loop:
-            if initial:
-                raise RuntimeError("Event loop not running on initial sniffing task")
-            return
-
-        node_info = await self._get_sniff_data(initial)
-        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
-
-        # we weren't able to get any nodes, maybe using an incompatible
-        # transport_schema or host_info_callback blocked all - raise error.
-        if not hosts:
-            raise TransportError(
-                "N/A", "Unable to sniff hosts - no viable hosts found."
-            )
-
-        # remember current live connections
-        orig_connections = self.connection_pool.connections[:]
-        self.set_connections(hosts)
-        # close those connections that are not in use any more
-        for c in orig_connections:
-            if c not in self.connection_pool.connections:
-                await c.close()
-
-    def create_sniff_task(self, initial: bool = False) -> None:
-        """
-        Initiate a sniffing task. Make sure we only have one sniff request
-        running at any given time. If a finished sniffing request is around,
-        collect its result (which can raise its exception).
-        """
-        if self.sniffing_task and self.sniffing_task.done():
-            try:
-                if self.sniffing_task is not None:
-                    self.sniffing_task.result()
-            finally:
-                self.sniffing_task = None
-
-        if self.sniffing_task is None:
-            self.sniffing_task = self.loop.create_task(self.sniff_hosts(initial))
-
-    def mark_dead(self, connection: Connection) -> None:
-        """
-        Mark a connection as dead (failed) in the connection pool. If sniffing
-        on failure is enabled this will initiate the sniffing process.
-
-        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
-        """
-        self.connection_pool.mark_dead(connection)
-        if self.sniff_on_connection_fail:
-            self.create_sniff_task()
-
-    def get_connection(self) -> Any:
-        return self.connection_pool.get_connection()
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        """
-        Perform the actual request. Retrieve a connection from the connection
-        pool, pass all the information to its perform_request method and
-        return the data.
-
-        If an exception was raised, mark the connection as failed and retry (up
-        to `max_retries` times).
-
-        If the operation was successful and the connection used was previously
-        marked as dead, mark it as live, resetting its failure count.
-
-        :arg method: HTTP method to use
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        await self._async_call()
-
-        method, params, body, ignore, timeout = self._resolve_request_args(
-            method, params, body
-        )
-
-        for attempt in range(self.max_retries + 1):
-            connection = self.get_connection()
-
-            try:
-                status, headers_response, data = await connection.perform_request(
-                    method,
-                    url,
-                    params,
-                    body,
-                    headers=headers,
-                    ignore=ignore,
-                    timeout=timeout,
-                )
-
-                # Lowercase all the header names for consistency in accessing them.
-                headers_response = {
-                    header.lower(): value for header, value in headers_response.items()
-                }
-            except TransportError as e:
-                if method == "HEAD" and e.status_code == 404:
-                    return False
-
-                retry = False
-                if isinstance(e, ConnectionTimeout):
-                    retry = self.retry_on_timeout
-                elif isinstance(e, ConnectionError):
-                    retry = True
-                elif e.status_code in self.retry_on_status:
-                    retry = True
-
-                if retry:
-                    try:
-                        # only mark as dead if we are retrying
-                        self.mark_dead(connection)
-                    except TransportError:
-                        # If sniffing on failure, it could fail too. Catch the
-                        # exception not to interrupt the retries.
-                        pass
-                    # raise exception on last retry
-                    if attempt == self.max_retries:
-                        raise e
-                else:
-                    raise e
-
-            else:
-                # connection didn't fail, confirm its live status
-                self.connection_pool.mark_live(connection)
-
-                if method == "HEAD":
-                    return 200 <= status < 300
-
-                if data:
-                    data = self.deserializer.loads(
-                        data, headers_response.get("content-type")
-                    )
-                return data
-
-    async def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        if self.sniffing_task:
-            try:
-                self.sniffing_task.cancel()
-                await self.sniffing_task
-            except asyncio.CancelledError:
-                pass
-            self.sniffing_task = None
-
-        for connection in self.connection_pool.connections:
-            await connection.close()
-
-
-__all__ = ["TransportError"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_version.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_version.py
deleted file mode 100644
index 1bc96b453..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/_version.py
+++ /dev/null
@@ -1,27 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-__versionstr__: str = "2.6.0"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/__init__.py
deleted file mode 100644
index c43b54a23..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/__init__.py
+++ /dev/null
@@ -1,3064 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from __future__ import unicode_literals
-
-import logging
-from typing import Any, Type
-
-from ..transport import Transport, TransportError
-from .cat import CatClient
-from .client import Client
-from .cluster import ClusterClient
-from .dangling_indices import DanglingIndicesClient
-from .features import FeaturesClient
-from .http import HttpClient
-from .indices import IndicesClient
-from .ingest import IngestClient
-from .nodes import NodesClient
-from .plugins import PluginsClient
-from .remote import RemoteClient
-from .remote_store import RemoteStoreClient
-from .search_pipeline import SearchPipelineClient
-from .security import SecurityClient
-from .snapshot import SnapshotClient
-from .tasks import TasksClient
-from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
-
-logger = logging.getLogger("opensearch")
-
-
-class OpenSearch(Client):
-    """
-    OpenSearch client. Provides a straightforward mapping from
-    Python to OpenSearch REST endpoints.
-
-    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
-    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
-    :class:`~opensearchpy.client.CatClient`,
-    :class:`~opensearchpy.client.ClusterClient`,
-    :class:`~opensearchpy.client.IndicesClient`,
-    :class:`~opensearchpy.client.IngestClient`,
-    :class:`~opensearchpy.client.NodesClient`,
-    :class:`~opensearchpy.client.SnapshotClient` and
-    :class:`~opensearchpy.client.TasksClient` respectively. This is the
-    preferred (and only supported) way to get access to those classes and their
-    methods.
-
-    You can specify your own connection class which should be used by providing
-    the ``connection_class`` parameter::
-
-        # create connection to localhost using the ThriftConnection
-        client = OpenSearch(connection_class=ThriftConnection)
-
-    If you want to turn on sniffing you have several options (described
-    in :class:`~opensearchpy.Transport`)::
-
-        # create connection that will automatically inspect the cluster to get
-        # the list of active nodes. Start with nodes running on
-        # 'opensearchnode1' and 'opensearchnode2'
-        client = OpenSearch(
-            ['opensearchnode1', 'opensearchnode2'],
-            # sniff before doing anything
-            sniff_on_start=True,
-            # refresh nodes after a node fails to respond
-            sniff_on_connection_fail=True,
-            # and also every 60 seconds
-            sniffer_timeout=60
-        )
-
-    Different hosts can have different parameters, use a dictionary per node to
-    specify those::
-
-        # connect to localhost directly and another node using SSL on port 443
-        # and an url_prefix. Note that ``port`` needs to be an int.
-        client = OpenSearch([
-            {'host': 'localhost'},
-            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
-        ])
-
-    If using SSL, there are several parameters that control how we deal with
-    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs'
-        )
-
-    If using SSL, but don't verify the certs, a warning message is showed
-    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # no verify SSL certificates
-            verify_certs=False,
-            # don't show warnings about ssl certs verification
-            ssl_show_warn=False
-        )
-
-    SSL client authentication is supported
-    (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs',
-            # PEM formatted SSL client certificate
-            client_cert='/path/to/clientcert.pem',
-            # PEM formatted SSL client key
-            client_key='/path/to/clientkey.pem'
-        )
-
-    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
-    in conflict with other options::
-
-        client = OpenSearch(
-            [
-                'http://user:secret@localhost:9200/',
-                'https://user:secret@other_host:443/production'
-            ],
-            verify_certs=True
-        )
-
-    By default, `JSONSerializer
-    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
-    is used to encode all outgoing requests.
-    However, you can implement your own custom serializer::
-
-        from opensearchpy.serializer import JSONSerializer
-
-        class SetEncoder(JSONSerializer):
-            def default(self, obj):
-                if isinstance(obj, set):
-                    return list(obj)
-                if isinstance(obj, Something):
-                    return 'CustomSomethingRepresentation'
-                return JSONSerializer.default(self, obj)
-
-        client = OpenSearch(serializer=SetEncoder())
-
-    """
-
-    # include PIT functions inside _patch.py
-    from ._patch import (  # type: ignore
-        create_point_in_time,
-        delete_point_in_time,
-        list_all_point_in_time,
-    )
-
-    def __init__(
-        self,
-        hosts: Any = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        super().__init__(hosts, transport_class, **kwargs)
-
-        # namespaced clients for compatibility with API names
-        self.search_pipeline = SearchPipelineClient(self)
-        self.cat = CatClient(self)
-        self.cluster = ClusterClient(self)
-        self.dangling_indices = DanglingIndicesClient(self)
-        self.indices = IndicesClient(self)
-        self.ingest = IngestClient(self)
-        self.nodes = NodesClient(self)
-        self.remote = RemoteClient(self)
-        self.security = SecurityClient(self)
-        self.snapshot = SnapshotClient(self)
-        self.tasks = TasksClient(self)
-        self.remote_store = RemoteStoreClient(self)
-
-        self.features = FeaturesClient(self)
-        self.plugins = PluginsClient(self)
-        self.http = HttpClient(self)
-
-    def __repr__(self) -> Any:
-        try:
-            # get a list of all connections
-            cons: Any = self.transport.hosts
-            # truncate to 5 if there are too many
-            if len(cons) > 5:
-                cons = cons[:5] + ["..."]
-            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
-        except Exception:
-            # probably operating on custom transport and connection_pool, ignore
-            return super(OpenSearch, self).__repr__()
-
-    def __enter__(self) -> Any:
-        if hasattr(self.transport, "_async_call"):
-            self.transport._async_call()
-        return self
-
-    def __exit__(self, *_: Any) -> None:
-        self.close()
-
-    def close(self) -> None:
-        """Closes the Transport and all internal connections"""
-        self.transport.close()
-
-    # AUTO-GENERATED-API-DEFINITIONS #
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def ping(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns whether the cluster is running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        try:
-            return self.transport.perform_request(
-                "HEAD", "/", params=params, headers=headers
-            )
-        except TransportError:
-            return False
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the cluster.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def create(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a new document in the index.  Returns a 409 response when a document
-        with a same ID already exists in the index.
-
-
-        :arg index: Name of the data stream or index to target. If the
-            target doesn’t exist and matches the name or wildcard (`*`) pattern of
-            an index template with a `data_stream` definition, this request creates
-            the data stream. If the target doesn’t exist and doesn’t match a data
-            stream template, this request creates the index.
-        :arg id: Unique identifier for the document.
-        :arg body: The document
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_create", id)
-
-        return self.transport.perform_request(
-            "PUT", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "op_type",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def index(
-        self,
-        index: Any,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a document in an index.
-
-
-        :arg index: Name of the data stream or index to target.
-        :arg body: The document
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg op_type: Set to create to only index the document if it
-            does not already exist (put if absent).If a document with the specified
-            `_id` already exists, the indexing operation will fail.Same as using the
-            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
-            id is specified, it defaults to `index`.Otherwise, it defaults to
-            `create`.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the destination must be an index
-            alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST" if id in SKIP_IN_PATH else "PUT",
-            _make_path(index, "_doc", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def bulk(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to perform multiple index/update/delete operations in a single request.
-
-
-        :arg body: The operation definition and data (action-data
-            pairs), separated by newlines
-        :arg index: Name of the data stream, index, or index alias to
-            perform bulk actions on.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the request’s actions must target
-            an index alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each action waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_bulk"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def clear_scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Explicitly clears the search context for a scroll.
-
-
-        :arg body: Comma-separated list of scroll IDs to clear if none
-            was specified via the scroll_id parameter
-        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
-            clear all scroll IDs, use `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": [scroll_id]}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return self.transport.perform_request(
-            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "min_score",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "terminate_after",
-    )
-    def count(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns number of documents matching a query.
-
-
-        :arg body: Query to restrict the results specified with the
-            Query DSL (optional)
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed.This parameter can only be used when the `q` query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices are ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg min_score: Sets the minimum `_score` value that documents
-            must have to be included in the result.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_count"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def delete(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes a document from the index.
-
-
-        :arg index: Name of the target index.
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def delete_by_query(
-        self,
-        index: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes documents matching the provided query.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if delete by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid values are: `all`,
-            `open`, `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.Defaults to the index-level setting.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search
-            request.Defaults to no timeout.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each deletion request waits for active
-            shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_delete_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def delete_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Delete By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_delete_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    def exists(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    def exists_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document source exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return self.transport.perform_request(
-            "HEAD", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "filter_path",
-        "human",
-        "lenient",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    def explain(
-        self,
-        index: Any,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about why a specific matches (or doesn't match) a query.
-
-
-        :arg index: Index names used to limit the request. Only a single
-            index name can be provided to this parameter.
-        :arg id: Defines the document ID.
-        :arg body: The query definition using the Query DSL
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string. Default is _all.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return in the response.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_explain", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_unmapped",
-        "pretty",
-        "source",
-    )
-    def field_caps(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about the capabilities of fields among multiple
-        indices.
-
-
-        :arg body: An index filter specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (*). To target all
-            data streams and indices, omit this parameter or use * or _all.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias,or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a requesttargeting `foo*,bar*`
-            returns an error if an index starts with foo but no index starts with
-            bar.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fields: Comma-separated list of fields to retrieve
-            capabilities for. Wildcard (`*`) expressions are supported.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg include_unmapped: If true, unmapped fields are included in
-            the response. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_field_caps"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    def get(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    def get_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the source of a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: Boolean) If true, the request is real-time as
-            opposed to near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return self.transport.perform_request(
-            "GET", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    def mget(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to get multiple documents in one request.
-
-
-        :arg body: Document identifiers; can be either `docs`
-            (containing full document information) or `ids` (when index is provided
-            in the URL.
-        :arg index: Name of the index to retrieve documents from when
-            `ids` are specified, or when a document in the `docs` array does not
-            specify an index.
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query parameter.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned. You can exclude fields from this subset
-            using the `_source_excludes` query parameter.If the `_source` parameter
-            is `false`, this parameter is ignored.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, the request refreshes relevant shards
-            before retrieving documents.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: If `true`, retrieves the document fields
-            stored in the index rather than the document `_source`.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_mget"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def msearch(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases to search.
-        :arg ccs_minimize_roundtrips: If true, network roundtrips
-            between the coordinating node and remote clusters are minimized for
-            cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the multi search API can execute.
-        :arg max_concurrent_shard_requests: Maximum number of concurrent
-            shard requests that each sub-search request executes per node. Default
-            is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold. This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method i.e., if date filters are mandatory to match but
-            the shard bounds and the query are disjoint.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, hits.total are returned as
-            an integer in the response. Defaults to false, which returns an object.
-            Default is false.
-        :arg search_type: Indicates whether global term and document
-            frequencies should be used when scoring returned documents. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: Specifies whether aggregation and suggester
-            names should be prefixed by their respective types in the response.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def msearch_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search template operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the API can run.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If `true`, the response returns
-            `hits.total` as an integer.If `false`, it returns `hits.total` as an
-            object. Default is false.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "ids",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    def mtermvectors(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns multiple termvectors in one request.
-
-
-        :arg body: Define ids, documents, parameters or a list of
-            parameters per document here. You must at least provide a list of
-            document ids. See documentation.
-        :arg index: Name of the index that contains the documents.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ids: A comma-separated list of documents ids. You must
-            define ids as parameter or set "ids" or "docs" in the request body
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If true, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        path = _make_path(index, "_mtermvectors")
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_script(
-        self,
-        id: Any,
-        body: Any,
-        context: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-            Must be unique within the cluster.
-        :arg body: The document
-        :arg context: Context in which the script or search template
-            should run. To prevent errors, the API immediately compiles the script
-            or template in this context.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_scripts", id, context),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "search_type",
-        "source",
-    )
-    def rank_eval(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to evaluate the quality of ranked search results over a set of typical
-        search queries.
-
-
-        :arg body: The ranking evaluation search definition, including
-            search requests, document ratings and ranking metric definition.
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard (`*`) expressions are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search_type: Search operation type
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_rank_eval"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_docs",
-        "pretty",
-        "refresh",
-        "requests_per_second",
-        "scroll",
-        "slices",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def reindex(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to copy documents from one index to another, optionally filtering the
-        source documents by a query, changing the destination index settings, or
-        fetching the documents from a remote cluster.
-
-
-        :arg body: The search definition using the Query DSL and the
-            prototype for the index request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_docs: Maximum number of documents to process. By
-            default, all documents.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, the request refreshes affected shards
-            to make this operation visible to search.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.Defaults to no throttle. Default is 0.
-        :arg scroll: Specifies how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg slices: The number of slices this task should be divided
-            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
-            Valid choices are auto.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each indexing waits for automatic index
-            creation, dynamic mapping updates, and waiting for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_reindex", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def reindex_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Reindex operation.
-
-
-        :arg task_id: Identifier for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_reindex", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def render_search_template(
-        self,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg id: ID of the search template to render. If no `source` is
-            specified, this or the `id` request body parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_render", "template", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def scripts_painless_execute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows an arbitrary script to be executed and a result to be returned.
-
-
-        :arg body: The script to execute
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_scripts/painless/_execute",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "rest_total_hits_as_int",
-        "scroll",
-        "source",
-    )
-    def scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to retrieve a large numbers of results from a single search request.
-
-
-        :arg body: The scroll ID if not passed by URL or query
-            parameter.
-        :arg scroll_id: The scroll ID for scrolled search
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, the API response’s
-            hit.total property is returned as an integer. If false, the API
-            response’s hit.total property is returned as an object. Default is
-            false.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": scroll_id}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return self.transport.perform_request(
-            "POST", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "include_named_queries_score",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_pipeline",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    def search(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns results matching a query.
-
-
-        :arg body: The search definition using the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg _source: Indicates which source fields are returned for
-            matching documents.These fields are returned in the `hits._source`
-            property of the search response.Valid values are:`true` to return the
-            entire document source;`false` to not return the document
-            source;`<string>` to return the source fields that are specified as a
-            comma-separated list (supports wildcard (`*`) patterns).
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query
-            parameter.If the `_source` parameter is `false`, this parameter is
-            ignored.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned.You can exclude fields from this subset using
-            the `_source_excludes` query parameter.If the `_source` parameter is
-            `false`, this parameter is ignored.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg allow_partial_search_results: If true, returns partial
-            results if there are shard request timeouts or shard failures. If false,
-            returns an error with no partial results. Default is True.
-        :arg analyze_wildcard: If true, wildcard and prefix queries are
-            analyzed.This parameter can only be used when the q query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the q query string parameter is
-            specified.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node.This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: If true, network round-trips
-            between the coordinating node and the remote clusters are minimized when
-            executing cross-cluster search (CCS) requests. Default is True.
-        :arg default_operator: The default operator for query string
-            query: AND or OR.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the q query
-            string parameter is specified.
-        :arg docvalue_fields: A comma-separated list of fields to return
-            as the docvalue representation for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg explain: If `true`, returns detailed information about
-            score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting document offset.Needs to be non-negative.By
-            default, you cannot page through more than 10,000 hits using the `from`
-            and `size` parameters.To page through more hits, use the `search_after`
-            parameter. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices will be ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_named_queries_score: Indicates whether
-            hit.matched_queries should be rendered as a map that includes the name
-            of the matched query associated with its score (true) or as an array
-            containing the name of the matched queries (false) Default is false.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be
-            ignored.This parameter can only be used when the `q` query string
-            parameter is specified.
-        :arg max_concurrent_shard_requests: Defines the number of
-            concurrent shard requests per node this search executes
-            concurrently.This value should be used to limit the impact of the search
-            on the cluster in order to limit the number of concurrent shard
-            requests. Default is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold.This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method (if date filters are mandatory to match but the
-            shard bounds and the query are disjoint).When unspecified, the pre-
-            filter phase is executed if any of these conditions is met:the request
-            targets more than 128 shards;the request targets one or more read-only
-            index;the primary sort of the query targets an indexed field.
-        :arg preference: Nodes and shards used for the search.By
-            default, Opensearch selects from eligible nodes and shards using
-            adaptive replica selection, accounting for allocation awareness. Valid
-            values are:`_only_local` to run the search only on shards on the local
-            node;`_local` to, if possible, run the search on shards on the local
-            node, or if not, select shards using the default
-            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
-            specified nodes IDs, where, if suitable shards exist on more than one
-            selected node, use shards on those nodes using the default method, or if
-            none of the specified nodes are available, select shards from any
-            available node using the default method;`_prefer_nodes:<node-id>,<node-
-            id>` to if possible, run the search on the specified nodes IDs, or if
-            not, select shards using the default method;`_shards:<shard>,<shard>` to
-            run the search only on the specified shards;`<custom-string>` (any
-            string that does not start with `_`) to route searches with the same
-            `<custom-string>` to the same shards in the same order. Default is
-            random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax using query
-            parameter search.Query parameter searches do not support the full
-            Opensearch Query DSL but are handy for testing.
-        :arg request_cache: If `true`, the caching of search results is
-            enabled for requests where `size` is `0`.Defaults to index level
-            settings.
-        :arg rest_total_hits_as_int: Indicates whether `hits.total`
-            should be rendered as an integer or an object in the rest search
-            response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-            See Scroll search results.By default, this value cannot exceed `1d` (24
-            hours).You can change this limit using the `search.max_keep_alive`
-            cluster-level setting.
-        :arg search_pipeline: Customizable sequence of processing stages
-            applied to search queries.
-        :arg search_type: How distributed term frequencies are
-            calculated for relevance scoring. Valid choices are query_then_fetch,
-            dfs_query_then_fetch.
-        :arg seq_no_primary_term: If `true`, returns sequence number and
-            primary term of the last modification of each hit.
-        :arg size: Defines the number of hits to return.By default, you
-            cannot page through more than 10,000 hits using the `from` and `size`
-            parameters.To page through more hits, use the `search_after` parameter.
-            Default is 10.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return as part of a hit.If no fields are specified, no stored fields are
-            included in the response.If this field is specified, the `_source`
-            parameter defaults to `false`.You can pass `_source: true` to return
-            both source fields and stored fields in the search response.
-        :arg suggest_field: Specifies which field to use for
-            suggestions.
-        :arg suggest_mode: Specifies the suggest mode.This parameter can
-            only be used when the `suggest_field` and `suggest_text` query string
-            parameters are specified. Valid choices are missing, popular, always.
-        :arg suggest_size: Number of suggestions to return.This
-            parameter can only be used when the `suggest_field` and `suggest_text`
-            query string parameters are specified.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.This parameter can only be used when the
-            `suggest_field` and `suggest_text` query string parameters are
-            specified.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.If set to
-            `0` (default), the query does not terminate early.
-        :arg timeout: Specifies the period of time to wait for a
-            response from each shard.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg track_scores: If `true`, calculate and return document
-            scores, even if the scores are not used for sorting.
-        :arg track_total_hits: Number of hits matching the query to
-            count accurately.If `true`, the exact number of hits is returned at the
-            cost of some performance.If `false`, the response does not include the
-            total number of hits matching the query.
-        :arg typed_keys: If `true`, aggregation and suggester names are
-            be prefixed by their respective types in the response.
-        :arg version: If `true`, returns document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    def search_shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the indices and shards that a search request would be
-        executed against.
-
-
-        :arg index: Returns the indices and shards that a search request
-            would be executed against.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "preference",
-        "pretty",
-        "profile",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def search_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (*).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response includes additional
-            details about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, specified concrete, expanded,
-            or aliased indices are not included in the response when throttled.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg profile: If `true`, the query execution is profiled.
-        :arg rest_total_hits_as_int: If true, hits.total are rendered as
-            an integer in the response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Specifies how long a consistent view of the
-            indexshould be maintained for scrolled search.
-        :arg search_type: The type of the search operation. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    def termvectors(
-        self,
-        index: Any,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information and statistics about terms in the fields of a particular
-        document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg body: Define parameters and or supply a document to get
-            termvectors for. See documentation.
-        :arg id: Unique identifier of the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If `true`, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        path = _make_path(index, "_termvectors", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "lang",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "retry_on_conflict",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def update(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a document with a script or partial document.
-
-
-        :arg index: The name of the index
-        :arg id: Document ID
-        :arg body: The request definition requires either `script` or
-            partial `doc`
-        :arg _source: Set to false to disable source retrieval. You can
-            also specify a comma-separatedlist of the fields you want to retrieve.
-        :arg _source_excludes: Specify the source fields you want to
-            exclude.
-        :arg _source_includes: Specify the source fields you want to
-            retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg lang: The script language. Default is painless.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If 'true', Opensearch refreshes the affected
-            shards to make this operationvisible to search, if 'wait_for' then wait
-            for a refresh to make this operationvisible to search, if 'false' do
-            nothing with refreshes. Valid choices are true, false, wait_for.
-        :arg require_alias: If true, the destination must be an index
-            alias. Default is false.
-        :arg retry_on_conflict: Specify how many times should the
-            operation be retried when a conflict occurs. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for dynamic mapping updates and
-            active shards.This guarantees Opensearch waits for at least the timeout
-            before failing.The actual wait time could be longer, particularly when
-            multiple waits occur.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operations.Set to 'all' or any
-            positive integer up to the total number of shards in the
-            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
-            Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_update", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "pipeline",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def update_by_query(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs an update on every document in the index without changing the source,
-        for example to pick up a mapping change.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if update by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes affected shards to
-            make the operation visible to search.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search request.
-        :arg search_type: The type of the search operation. Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each update request waits for the following
-            operations: dynamic mapping updates, waiting for active shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_update_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def update_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Update By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_update_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_script_context(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all script contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_script_context", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_script_languages(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns available script types, languages and contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_script_language", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_partial_pit_creation",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "keep_alive",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    def create_pit(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates point in time context.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_partial_pit_creation: Allow if point in time can be
-            created with partial failures.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg keep_alive: Specify the keep alive for point in time.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "point_in_time"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_pit(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes one or more point in time searches based on the IDs passed.
-
-
-        :arg body: The point-in-time ids to be deleted
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_search/point_in_time",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_search/point_in_time/_all", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/_patch.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/_patch.py
deleted file mode 100644
index 006ae3131..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/_patch.py
+++ /dev/null
@@ -1,144 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, query_params
-
-
-@query_params()
-def list_all_point_in_time(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Returns the list of active point in times searches
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'get_all_pits' API instead.
-
-    """
-    warnings.warn(
-        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.get_all_pits(params=params, headers=headers)
-
-
-@query_params(
-    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
-)
-def create_point_in_time(
-    self: Any, index: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Create a point in time that can be used in subsequent searches
-
-
-    :arg index: A comma-separated list of index names to open point
-        in time; use `_all` or empty string to perform the operation on all
-        indices
-    :arg expand_wildcards: Whether to expand wildcard expression to
-        concrete indices that are open, closed or both.  Valid choices: open,
-        closed, hidden, none, all  Default: open
-    :arg ignore_unavailable: Whether specified concrete indices
-        should be ignored when unavailable (missing or closed)
-    :arg keep_alive: Specific the time to live for the point in time
-    :arg preference: Specify the node or shard the operation should
-        be performed on (default: random)
-    :arg routing: Specific routing value
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'create_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.create_pit(index=index, params=params, headers=headers)
-
-
-@query_params()
-def delete_point_in_time(
-    self: Any,
-    body: Any = None,
-    all: bool = False,
-    params: Any = None,
-    headers: Any = None,
-) -> Any:
-    """
-    Delete a point in time
-
-
-    :arg body: a point-in-time id to delete
-    :arg all: set it to `True` to delete all alive point in time.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'delete_all_pits' or 'delete_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    if all:
-        return self.delete_all_pits(params=params, headers=headers)
-    else:
-        return self.delete_pit(body=body, params=params, headers=headers)
-
-
-@query_params()
-def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Checks to see if the Security plugin is up and running.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'health' API instead.
-
-    """
-    warnings.warn(
-        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.health(params=params, headers=headers)
-
-
-@query_params()
-def update_audit_config(
-    self: Any, body: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    A PUT call updates the audit configuration.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'update_audit_configuration' API instead.
-
-    """
-    warnings.warn(
-        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
-        DeprecationWarning,
-    )
-
-    if body in SKIP_IN_PATH:
-        raise ValueError("Empty value passed for a required argument 'body'.")
-
-    return self.update_audit_configuration(params=params, headers=headers, body=body)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cat.py
deleted file mode 100644
index ff90d0618..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cat.py
+++ /dev/null
@@ -1,1403 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class CatClient(NamespacedClient):
-    @query_params(
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def aliases(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows information about currently configured aliases to indices including
-        filter and routing infos.
-
-
-        :arg name: A comma-separated list of aliases to retrieve.
-            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
-            or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def all_pit_segments(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point-in-time segments.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def allocation(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a snapshot of how many shards are allocated to each data node and how
-        much disk space they are using.
-
-
-        :arg node_id: Comma-separated list of node identifiers or names
-            used to limit the returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "allocation", node_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def cluster_manager(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/cluster_manager", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def count(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides quick access to the document count of the entire cluster, or
-        individual indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "count", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def fielddata(
-        self,
-        fields: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows how much heap memory is currently being used by fielddata on every data
-        node in the cluster.
-
-
-        :arg fields: Comma-separated list of fields used to limit
-            returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "fielddata", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "ts",
-        "v",
-    )
-    def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster health.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
-            Default is True.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/health", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
-    )
-    def help(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns help for the Cat APIs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "health",
-        "help",
-        "human",
-        "include_unloaded_segments",
-        "local",
-        "master_timeout",
-        "pretty",
-        "pri",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def indices(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about indices: number of primaries and replicas, document
-        counts, disk size, ...
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: The type of index that wildcard patterns
-            can match. Valid choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg health: The health status used to limit returned indices.
-            By default, the response includes indices of any health status. Valid
-            choices are green, yellow, red.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg pri: If true, the response only includes information from
-            primary shards. Default is false.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def master(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        from warnings import warn
-
-        warn(
-            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
-        )
-        return self.transport.perform_request(
-            "GET", "/_cat/master", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def nodeattrs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about custom node attributes.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/nodeattrs", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "full_id",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def nodes(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic statistics about performance of cluster nodes.
-
-
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg full_id: If `true`, return the full node ID. If `false`,
-            return the shortened node ID. Default is false.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local (Deprecated: This parameter does not cause this API
-            to act locally.): Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/nodes", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster pending tasks.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def pit_segments(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List segments for one or several PITs.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def plugins(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about installed plugins across nodes node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/plugins", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "bytes",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about index shard recoveries, both on-going completed.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def repositories(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about snapshot repositories registered in the cluster.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/repositories", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "allow_no_indices",
-        "bytes",
-        "completed_only",
-        "detailed",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "pretty",
-        "s",
-        "shards",
-        "source",
-        "time",
-        "timeout",
-        "v",
-    )
-    def segment_replication(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about both on-going and latest completed Segment
-        Replication events.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            segment replication events. Default is false.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg completed_only: If `true`, the response only includes
-            latest completed segment replication events. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about segment replications. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg shards: Comma-separated list of shards to display.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg timeout: Operation timeout.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "segment_replication", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about the segments in the shards of an index.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a detailed view of shard allocation on nodes.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "size",
-        "source",
-        "v",
-    )
-    def thread_pool(
-        self,
-        thread_pool_patterns: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster-wide thread pool statistics per node. By default the active,
-        queue and rejected statistics are returned for all thread pools.
-
-
-        :arg thread_pool_patterns: A comma-separated list of thread pool
-            names used to limit the request. Accepts wildcard expressions.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg size: The multiplier in which to display values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "thread_pool", thread_pool_patterns),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def snapshots(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all snapshots in a specific repository.
-
-
-        :arg repository: A comma-separated list of snapshot repositories
-            used to limit the request. Accepts wildcard expressions. `_all` returns
-            all repositories. If any repository fails during the request, Opensearch
-            returns an error.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, the response does not
-            include information from unavailable snapshots. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "snapshots", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the tasks currently executing on one or more nodes in
-        the cluster.
-
-
-        :arg actions: The task action names, which are used to limit the
-            response.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: The parent task identifier, which is used
-            to limit the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def templates(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about existing templates.
-
-
-        :arg name: The name of the template to return. Accepts wildcard
-            expressions. If omitted, all templates are returned.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/client.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/client.py
deleted file mode 100644
index 091bb5e9d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/client.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Optional, Type
-
-from opensearchpy.client.utils import _normalize_hosts
-from opensearchpy.transport import Transport
-
-
-class Client(object):
-    """
-    A generic async OpenSearch client.
-    """
-
-    def __init__(
-        self,
-        hosts: Optional[str] = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cluster.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cluster.py
deleted file mode 100644
index 159aea492..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/cluster.py
+++ /dev/null
@@ -1,1029 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class ClusterClient(NamespacedClient):
-    @query_params(
-        "awareness_attribute",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "level",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_events",
-        "wait_for_no_initializing_shards",
-        "wait_for_no_relocating_shards",
-        "wait_for_nodes",
-        "wait_for_status",
-    )
-    def health(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the health of the cluster.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg awareness_attribute: The awareness attribute for which the
-            health is required.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg level: Can be one of cluster, indices or shards. Controls
-            the details level of the health information returned. Valid choices are
-            cluster, indices, shards, awareness_attributes.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: A number controlling to how many
-            active shards to wait for, all to wait for all shards in the cluster to
-            be active, or 0 to not wait. Valid choices are all, index-setting.
-        :arg wait_for_events: Can be one of immediate, urgent, high,
-            normal, low, languid. Wait until all currently queued events with the
-            given priority are processed. Valid choices are immediate, urgent, high,
-            normal, low, languid.
-        :arg wait_for_no_initializing_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard initializations. Defaults to false, which means it will
-            not wait for initializing shards.
-        :arg wait_for_no_relocating_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard relocations. Defaults to false, which means it will not
-            wait for relocating shards.
-        :arg wait_for_nodes: The request waits until the specified
-            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
-            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
-            notation.
-        :arg wait_for_status: One of green, yellow or red. Will wait
-            (until the timeout provided) until the status of the cluster changes to
-            the one provided or better, i.e. green > yellow > red. By default, will
-            not wait for any status. Valid choices are green, yellow, red.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "health", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of any cluster-level changes (e.g. create index, update mapping,
-        allocate or fail shard) which have not yet been executed.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cluster/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_metadata_version",
-        "wait_for_timeout",
-    )
-    def state(
-        self,
-        metric: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a comprehensive information about the state of the cluster.
-
-
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_metadata_version: Wait for the metadata version to
-            be equal or greater than the specified metadata version
-        :arg wait_for_timeout: The maximum time to wait for
-            wait_for_metadata_version before timing out
-        """
-        if index and metric in SKIP_IN_PATH:
-            metric = "_all"
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "state", metric, index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def stats(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns high-level overview of cluster statistics.
-
-
-        :arg node_id: Comma-separated list of node filters used to limit
-            returned information. Defaults to all nodes in the cluster.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for each node to respond.If a node
-            does not respond before its timeout expires, the response does not
-            include its stats.However, timed out nodes are included in the
-            response’s `_nodes.failed` property. Defaults to no timeout.
-        """
-        return self.transport.perform_request(
-            "GET",
-            (
-                "/_cluster/stats"
-                if node_id in SKIP_IN_PATH
-                else _make_path("_cluster", "stats", "nodes", node_id)
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "explain",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "metric",
-        "pretty",
-        "retry_failed",
-        "source",
-        "timeout",
-    )
-    def reroute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to manually change the allocation of individual shards in the cluster.
-
-
-        :arg body: The definition of `commands` to perform (`move`,
-            `cancel`, `allocate`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If true, then the request simulates the operation
-            only and returns the resulting state.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg explain: If true, then the response contains an explanation
-            of why the commands can or cannot be executed.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg metric: Limits the information returned to the specified
-            metrics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg retry_failed: If true, then retries allocation of shards
-            that are blocked due to too many subsequent allocation failures.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "include_defaults",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def get_settings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster settings.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_defaults: If `true`, returns default cluster
-            settings from the local node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cluster/settings", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_settings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster settings.
-
-
-        :arg body: The settings to be updated. Can be either `transient`
-            or `persistent` (survives cluster restart).
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def remote_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about configured remote clusters.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "include_disk_info",
-        "include_yes_decisions",
-        "pretty",
-        "source",
-    )
-    def allocation_explain(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides explanations for shard allocations in the cluster.
-
-
-        :arg body: The index, shard, and primary flag to explain. Empty
-            means 'explain the first unassigned shard'
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_disk_info: If true, returns information about disk
-            usage and shard sizes. Default is false.
-        :arg include_yes_decisions: If true, returns YES decisions in
-            explanation. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_cluster/allocation/explain",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a component template.
-
-
-        :arg name: Name of the component template to delete. Wildcard
-            (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_component_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns one or more component templates.
-
-
-        :arg name: Name of the component template to retrieve. Wildcard
-            (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_component_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a component template.
-
-
-        :arg name: Name of the component template to create. Opensearch
-            includes the following built-in component templates: `logs-mappings`;
-            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
-            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
-            to configure backing indices for its data streams. If you use Opensearch
-            Agent and want to overwrite one of these templates, set the `version`
-            for your replacement template higher than the current version. If you
-            don’t use Opensearch Agent and want to disable all built-in component
-            and index templates, set `stack.templates.enabled` to `false` using the
-            cluster update settings API.
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing component templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular component template exist.
-
-
-        :arg name: Name of the component template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only.Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
-    )
-    def delete_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears cluster voting config exclusions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_removal: Specifies whether to wait for all
-            excluded nodes to be removed from thecluster before clearing the voting
-            configuration exclusions list.Defaults to true, meaning that all
-            excluded nodes must be removed fromthe cluster before this API takes any
-            action. If set to false then thevoting configuration exclusions list is
-            cleared even if some excludednodes are still in the cluster. Default is
-            True.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_cluster/voting_config_exclusions",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "node_ids",
-        "node_names",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def post_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster voting config exclusions by node ids or node names.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg node_ids: A comma-separated list of the persistent ids of
-            the nodes to excludefrom the voting configuration. If specified, you may
-            not also specify node_names.
-        :arg node_names: A comma-separated list of the names of the
-            nodes to exclude from thevoting configuration. If specified, you may not
-            also specify node_ids.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: When adding a voting configuration exclusion, the
-            API waits for thespecified nodes to be excluded from the voting
-            configuration beforereturning. If the timeout expires before the
-            appropriate conditionis satisfied, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_decommission_awareness(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete any existing decommission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_weighted_routing(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete weighted shard routing weights.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_cluster/routing/awareness/weights",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get details and status of decommissioned attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if awareness_attribute_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'awareness_attribute_name'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                "_status",
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Fetches weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def put_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        awareness_attribute_value: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Decommissions an awareness attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg awareness_attribute_value: Awareness attribute value.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (awareness_attribute_name, awareness_attribute_value):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                awareness_attribute_value,
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def put_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/dangling_indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/dangling_indices.py
deleted file mode 100644
index bee5c3f14..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/dangling_indices.py
+++ /dev/null
@@ -1,165 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class DanglingIndicesClient(NamespacedClient):
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to delete
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_dangling", index_uuid),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def import_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Imports the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to import
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_dangling_indices(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all dangling indices.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_dangling", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/features.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/features.py
deleted file mode 100644
index 7bf0deee0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/features.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class FeaturesClient(NamespacedClient):
-    @query_params("master_timeout", "cluster_manager_timeout")
-    def get_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets a list of features which can be included in snapshots using the
-        feature_states field when creating a snapshot
-
-
-        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
-            to master node
-        :arg cluster_manager_timeout: Explicit operation timeout for connection
-            to cluster_manager node
-        """
-        return self.transport.perform_request(
-            "GET", "/_features", params=params, headers=headers
-        )
-
-    @query_params()
-    def reset_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Resets the internal state of features, usually by deleting system indices
-
-
-        .. warning::
-
-            This API is **experimental** so may include breaking changes
-            or be removed in a future version
-        """
-        return self.transport.perform_request(
-            "POST", "/_features/_reset", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/http.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/http.py
deleted file mode 100644
index 465a724cc..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/http.py
+++ /dev/null
@@ -1,128 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Mapping, Optional
-
-from .client import Client
-from .utils import NamespacedClient
-
-
-class HttpClient(NamespacedClient):
-    def __init__(self, client: Client) -> None:
-        super(HttpClient, self).__init__(client)
-
-    def get(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a GET request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "GET", url=url, headers=headers, params=params, body=body
-        )
-
-    def head(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a HEAD request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "HEAD", url=url, headers=headers, params=params, body=body
-        )
-
-    def post(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a POST request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "POST", url=url, headers=headers, params=params, body=body
-        )
-
-    def delete(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a DELETE request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "DELETE", url=url, headers=headers, params=params, body=body
-        )
-
-    def put(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a PUT request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "PUT", url=url, headers=headers, params=params, body=body
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/indices.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/indices.py
deleted file mode 100644
index 6d07837b3..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/indices.py
+++ /dev/null
@@ -1,2766 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndicesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def analyze(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the analysis process on a text and return the tokens breakdown of the
-        text.
-
-
-        :arg body: Define analyzer/tokenizer parameters and the text on
-            which the analysis should be performed
-        :arg index: The name of the index to scope the operation.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_analyze"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    def refresh(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the refresh operation in one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_refresh"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "force",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "wait_if_ongoing",
-    )
-    def flush(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the flush operation on one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to flush. Supports wildcards (`*`). To flush all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg force: If `true`, the request forces a flush even if there
-            are no changes to commit to the index.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_if_ongoing: If `true`, the flush operation blocks
-            until execution when another flush operation is running.If `false`,
-            Opensearch returns an error if you request a flush when another flush
-            operation is running. Default is True.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_flush"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def create(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates an index with optional settings and mappings.
-
-
-        :arg index: Name of the index you wish to create.
-        :arg body: The configuration for the index (`settings` and
-            `mappings`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation. Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "PUT", _make_path(index), params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def clone(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones an index.
-
-
-        :arg index: Name of the source index to clone.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_clone", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _all value targets onlymissing
-            or closed indices. This behavior applies even if the request targets
-            other open indices. For example,a request targeting foo*,bar* returns an
-            error if an index starts with foo but no index starts with bar. Default
-            is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard expressions
-            can match. If the request can target data streams, this
-            argumentdetermines whether wildcard expressions match hidden data
-            streams. Supports comma-separated values,such as open,hidden. Valid
-            choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, requests that target a
-            missing index return an error. Default is false.
-        :arg include_defaults: If true, return all default settings in
-            the response. Default is false.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def open(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Opens an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). By default,
-            you must explicitly name the indices you using to limit the request. To
-            limit a request using `_all`, `*`, or other wildcard expressions, change
-            the `action.destructive_requires_name` setting to false. You can update
-            this setting in the `opensearch.yml` file or using the cluster update
-            settings API.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_open"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def close(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Closes an index.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names used to limit the request.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_close"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index.
-
-
-        :arg index: Comma-separated list of indices to delete. You
-            cannot specify index aliases. By default, this parameter does not
-            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
-            `action.destructive_requires_name` cluster setting to `false`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    def exists(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index exists.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "write_index_only",
-    )
-    def put_mapping(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index mappings.
-
-
-        :arg body: The mapping definition
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg write_index_only: If `true`, the mappings are applied only
-            to the current write index for the target. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        if index in SKIP_IN_PATH:
-            index = "_all"
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_mapping"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_mapping(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mappings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_mapping"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    def get_field_mapping(
-        self,
-        fields: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mapping for one or more fields.
-
-
-        :arg fields: Comma-separated list or wildcard expression of
-            fields used to limit returned information.
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if fields in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'fields'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path(index, "_mapping", "field", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_alias(
-        self,
-        index: Any,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices to
-            add. Supports wildcards (`*`). Wildcard patterns that match both data
-            streams and indices return an error.
-        :arg name: Alias to update. If the alias doesn’t exist, the
-            request creates it. Index alias names support date math.
-        :arg body: The settings for the alias, such as `routing` or
-            `filter`
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_alias", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    def exists_alias(
-        self,
-        name: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular alias exists.
-
-
-        :arg name: Comma-separated list of aliases to check. Supports
-            wildcards (`*`).
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, requests that include a
-            missing data stream or index in the target indices or data streams
-            return an error.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    def get_alias(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list of aliases to retrieve. Supports
-            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
-            or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def update_aliases(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates index aliases.
-
-
-        :arg body: The definition of `actions` to perform
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_aliases", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_alias(
-        self,
-        index: Any,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`).
-        :arg name: Comma-separated list of aliases to remove. Supports
-            wildcards (`*`). To remove all aliases, use `*` or `_all`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "order",
-        "pretty",
-        "source",
-    )
-    def put_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: The name of the template
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns an error.
-        :arg order: Order in which Opensearch applies this template if
-            indexmatches multiple templates.Templates with lower 'order' values are
-            merged first. Templates with higher'order' values are merged later,
-            overriding templates with lower values.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: The comma separated names of the index templates
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Comma-separated list of index template names used to
-            limit the request. Wildcard (`*`) expressions are supported. To return
-            all index templates, omit this parameter or use a value of `_all` or
-            `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: The name of the legacy index template to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_settings(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns settings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list or wildcard expression of
-            settings to retrieve.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with foo but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. If`false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_settings", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "preserve_existing",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_settings(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index settings.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with `foo` but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can targetdata streams, this argument determines
-            whether wildcard expressions matchhidden data streams. Supports comma-
-            separated values, such as`open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg preserve_existing: If `true`, existing index settings
-            remain unchanged. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "forbid_closed_indices",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "include_unloaded_segments",
-        "level",
-        "pretty",
-        "source",
-    )
-    def stats(
-        self,
-        index: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in an index.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg metric: Limit the information returned the specific
-            metrics.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argumentdetermines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values,such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg forbid_closed_indices: If true, statistics are not
-            collected from closed indices. Default is True.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about segments in a Lucene index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the request returns a verbose response.
-            Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_segments"), params=params, headers=headers
-        )
-
-    @query_params(
-        "all_shards",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "pretty",
-        "q",
-        "rewrite",
-        "source",
-    )
-    def validate_query(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows a user to validate a potentially expensive query without executing it.
-
-
-        :arg body: The query definition specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg all_shards: If `true`, the validation is executed on all
-            shards instead of one random shard per index.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response returns detailed
-            information if an error has occurred.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg rewrite: If `true`, returns a more detailed explanation
-            showing the actual Lucene query that will be executed.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_validate", "query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "query",
-        "request",
-        "source",
-    )
-    def clear_cache(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears all or specific caches for one or more indices.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg fielddata: If `true`, clears the fields cache.Use the
-            `fields` parameter to clear the cache of specific fields only.
-        :arg fields: Comma-separated list of field names used to limit
-            the `fielddata` parameter.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg query: If `true`, clears the query cache.
-        :arg request: If `true`, clears the request cache.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about ongoing index shard recoveries.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_recovery"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "only_ancient_segments",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg only_ancient_segments: If true, only ancient (an older
-            Lucene major release) segments will be upgraded.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    def get_upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "status",
-    )
-    def shard_stores(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides store information for shard copies of indices.
-
-
-        :arg index: List of data streams, indices, and aliases used to
-            limit the request.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _allvalue targets only missing
-            or closed indices. This behavior applies even if the requesttargets
-            other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams,this argument determines
-            whether wildcard expressions match hidden data streams. Valid choices
-            are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If true, missing or closed indices are
-            not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg status: List of shard health statuses used to limit the
-            request.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flush",
-        "human",
-        "ignore_unavailable",
-        "max_num_segments",
-        "only_expunge_deletes",
-        "pretty",
-        "primary_only",
-        "source",
-        "wait_for_completion",
-    )
-    def forcemerge(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the force merge operation on one or more indices.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flush: Specify whether the index should be flushed after
-            performing the operation. Default is True.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg max_num_segments: The number of larger segments into which
-            smaller segments are merged.Set this parameter to 1 to merge all
-            segments into one segment.The default behavior is to perform the merge
-            as necessary.
-        :arg only_expunge_deletes: Specify whether the operation should
-            only expunge deleted documents
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg primary_only: Specify whether the operation should only
-            perform on primary shards. Defaults to false. Default is false.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request wait until the
-            force merge is completed. Default is True.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def shrink(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allow to shrink an existing index into a new index with fewer primary shards.
-
-
-        :arg index: Name of the source index to shrink.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_shrink", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def split(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows you to split an existing index into a new index with more primary
-        shards.
-
-
-        :arg index: Name of the source index to split.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_split", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def rollover(
-        self,
-        alias: Any,
-        body: Any = None,
-        new_index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates an alias to point to a new index when the existing index is considered
-        to be too large or too old.
-
-
-        :arg alias: Name of the data stream or index alias to roll over.
-        :arg body: The conditions that needs to be met for executing
-            rollover
-        :arg new_index: Name of the index to create. Supports date math.
-            Data streams do not support this parameter.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If `true`, checks whether the current index
-            satisfies the specified conditions but does not perform a rollover.
-            Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if alias in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'alias'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(alias, "_rollover", new_index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_data_stream(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a data stream.
-
-
-        :arg name: Name of the data stream, which must meet the
-            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
-            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
-            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
-            longer than 255 bytes. Multi-byte characters count towards this limit
-            faster.
-        :arg body: The data stream definition
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_data_stream", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_data_stream(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a data stream.
-
-
-        :arg name: Comma-separated list of data streams to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: Name of the index template to delete. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: Name of the index template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_index_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Name of the index template to retrieve. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def put_index_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: Index or template name
-        :arg body: The template definition
-        :arg cause: User defined reason for creating/updating the index
-            template. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def simulate_index_template(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate matching the given index name against the index templates in the
-        system.
-
-
-        :arg name: Index or template name to simulate
-        :arg body: New index template definition, which will be included
-            in the simulation, as if it already exists in the system
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, the template passed in the body is only
-            used if no existingtemplates match the same index patterns. If `false`,
-            the simulation usesthe template with the highest priority. Note that the
-            template is notpermanently added or updated in either case; it is only
-            used for thesimulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is receivedbefore the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate_index", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_data_stream(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns data streams.
-
-
-        :arg name: Comma-separated list of data stream names used to
-            limit the request. Wildcard (`*`) expressions are supported. If omitted,
-            all data streams are returned.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def simulate_template(
-        self,
-        body: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate resolving the given template name or body.
-
-
-        :arg name: Name of the index template to simulate. To test a
-            template configuration before you add it to the cluster, omit this
-            parameter and specify the template configuration in the request body.
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, the template passed in the body is only
-            used if no existing templates match the same index patterns. If false,
-            the simulation uses the template with the highest priority. Note that
-            the template is not permanently added or updated in either case; it is
-            only used for the simulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
-    )
-    def resolve_index(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about any matching indices, aliases, and data streams.
-
-
-        :arg name: Comma-separated name(s) or index pattern(s) of the
-            indices, aliases, and data streams to resolve. Resources on remote
-            clusters can be specified using the `<cluster>`:`<name>` syntax.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def add_block(
-        self,
-        index: Any,
-        block: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds a block to an index.
-
-
-        :arg index: A comma separated list of indices to add a block to
-        :arg block: The block to add (one of read, write, read_only or
-            metadata)
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        for param in (index, block):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT", _make_path(index, "_block", block), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def data_streams_stats(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in a data stream.
-
-
-        :arg name: Comma-separated list of data streams used to limit
-            the request. Wildcard expressions (`*`) are supported. To target all
-            data streams in a cluster, omit this parameter or use `*`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_data_stream", name, "_stats"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/ingest.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/ingest.py
deleted file mode 100644
index 14495bff7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/ingest.py
+++ /dev/null
@@ -1,256 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IngestClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_pipeline(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a pipeline.
-
-
-        :arg id: Comma-separated list of pipeline IDs to retrieve.
-            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
-            omit this parameter or use `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_pipeline(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a pipeline.
-
-
-        :arg id: ID of the ingest pipeline to create or update.
-        :arg body: The ingest definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_pipeline(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a pipeline.
-
-
-        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
-            to limit the request. To delete all ingest pipelines in a cluster, use a
-            value of `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
-    def simulate(
-        self,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to simulate a pipeline with example documents.
-
-
-        :arg body: The simulate definition
-        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
-            the request body, this parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the response includes output data for
-            each processor in the executed pipeline. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_ingest", "pipeline", id, "_simulate"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def processor_grok(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of the built-in patterns.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_ingest/processor/grok", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/nodes.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/nodes.py
deleted file mode 100644
index 7eff84acf..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/nodes.py
+++ /dev/null
@@ -1,294 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class NodesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def reload_secure_settings(
-        self,
-        body: Any = None,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reloads secure settings.
-
-
-        :arg body: An object containing the password for the opensearch
-            keystore
-        :arg node_id: The names of particular nodes in the cluster to
-            target.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_nodes", node_id, "reload_secure_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def info(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limits the information returned to the specific
-            metrics. Supports a comma-separated list, such as http,ingest.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "level",
-        "pretty",
-        "source",
-        "timeout",
-        "types",
-    )
-    def stats(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        index_metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns statistical information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index_metric: Limit the information returned for indices
-            metric to the specific index metrics. It can be used only if indices (or
-            all) metric is specified.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg types: A comma-separated list of document types for the
-            indexing index metric.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "stats", metric, index_metric),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "doc_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_idle_threads",
-        "interval",
-        "pretty",
-        "snapshots",
-        "source",
-        "threads",
-        "timeout",
-    )
-    def hot_threads(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about hot threads on each node in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg doc_type: The type to sample. Valid choices are cpu, wait,
-            block.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_idle_threads: Don't show threads that are in known-
-            idle places, such as waiting on a socket select or pulling from an empty
-            task queue. Default is True.
-        :arg interval: The interval for the second sampling of threads.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg snapshots: Number of samples of thread stacktrace. Default
-            is 10.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg threads: Specify the number of threads to provide
-            information for. Default is 3.
-        :arg timeout: Operation timeout.
-        """
-        # type is a reserved word so it cannot be used, use doc_type instead
-        if "doc_type" in params:
-            params["type"] = params.pop("doc_type")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "hot_threads"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def usage(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns low-level information about REST actions usage on nodes.
-
-
-        :arg node_id: A comma-separated list of node IDs or names to
-            limit the returned information; use `_local` to return information from
-            the node you're connecting to, leave empty to get information from all
-            nodes
-        :arg metric: Limits the information returned to the specific
-            metrics. A comma-separated list of the following options: `_all`,
-            `rest_actions`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "usage", metric),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/plugins.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/plugins.py
deleted file mode 100644
index c7d070fcf..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/plugins.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from ..plugins.alerting import AlertingClient
-from ..plugins.index_management import IndexManagementClient
-from ..plugins.knn import KnnClient
-from ..plugins.notifications import NotificationsClient
-from ..plugins.rollups import RollupsClient
-from ..plugins.transforms import TransformsClient
-from .client import Client
-from .utils import NamespacedClient
-
-
-class PluginsClient(NamespacedClient):
-    alerting: Any
-    index_management: Any
-
-    def __init__(self, client: Client) -> None:
-        super(PluginsClient, self).__init__(client)
-        self.transforms = TransformsClient(client)
-        self.rollups = RollupsClient(client)
-        self.notifications = NotificationsClient(client)
-        self.knn = KnnClient(client)
-        # self.query_workbench = QueryWorkbenchClient(client)
-        # self.reporting = ReportingClient(client)
-        # self.notebooks = NotebooksClient(client)
-        self.alerting = AlertingClient(client)
-        # self.anomaly_detection = AnomalyDetectionClient(client)
-        # self.trace_analytics = TraceAnalyticsClient(client)
-        self.index_management = IndexManagementClient(client)
-
-        self._dynamic_lookup(client)
-
-    def _dynamic_lookup(self, client: Any) -> None:
-        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
-
-        plugins = [
-            # "query_workbench",
-            # "reporting",
-            # "notebooks",
-            "alerting",
-            # "anomaly_detection",
-            # "trace_analytics",
-            "index_management",
-        ]
-        for plugin in plugins:
-            if not hasattr(client, plugin):
-                setattr(client, plugin, getattr(self, plugin))
-            else:
-                warnings.warn(
-                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
-                    category=RuntimeWarning,
-                    stacklevel=2,
-                )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote.py
deleted file mode 100644
index 7393e0ac6..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class RemoteClient(NamespacedClient):
-    @query_params()
-    def info(self, params: Any = None, headers: Any = None) -> Any:
-        return self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote_store.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote_store.py
deleted file mode 100644
index 20e22eaea..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/remote_store.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, query_params
-
-
-class RemoteStoreClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def restore(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores from remote store.
-
-
-        :arg body: Comma-separated list of index IDs
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/search_pipeline.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/search_pipeline.py
deleted file mode 100644
index bd764c3c7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/search_pipeline.py
+++ /dev/null
@@ -1,151 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SearchPipelineClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def get(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves information about a specified search pipeline.
-
-
-        :arg id: Comma-separated list of search pipeline ids. Wildcards
-            supported.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/security.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/security.py
deleted file mode 100644
index 4061f6dd0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/security.py
+++ /dev/null
@@ -1,2344 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SecurityClient(NamespacedClient):
-    from ._patch import health_check, update_audit_config  # type: ignore
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_account_details(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns account details for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/account", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def change_password(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the password for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/account",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one action group.
-
-
-        :arg action_group: Action group to retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_action_groups(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all action groups.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a specified action group.
-
-
-        :arg action_group: Action group to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified action group.
-
-
-        :arg action_group: The name of the action group to create or
-            replace.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an action group.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_action_groups(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple action groups in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_users(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_users(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple internal users in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_roles(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all roles.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_roles(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple roles in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/roles",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role_mappings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all role mappings.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role_mappings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates multiple role mappings in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenants(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all tenants.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify a single tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_tenants(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify multiple tenants in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/tenants",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the current Security plugin configuration in JSON format.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the existing configuration using the REST API. Only accessible
-        by admins and users with rest api access and only when put or patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/securityconfig/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update the existing configuration using the REST API.
-        Only accessible by admins and users with rest api access and only when put or
-        patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    def get_distinguished_names(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the cluster security certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def reload_transport_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload Transport layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/transport/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def reload_http_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload HTTP layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/http/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def flush_cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Flushes the Security plugin user, authentication, and authorization cache.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
-    def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks to see if the Security plugin is up and running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/health", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_audit_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/audit/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update specified fields in the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/audit",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_distinguished_names(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Bulk update of distinguished names. Only accessible to super-admins and with
-        rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/nodesdn",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "auth_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def authinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authentication information.
-
-
-        :arg auth_type: The type of current authentication request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: Indicates whether a verbose response should be
-            returned.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def authtoken(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authorization token.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Not supported for cache API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def config_upgrade_check(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Check whether or not an upgrade can be performed and what resources can be
-        updated.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def config_upgrade_perform(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Helps cluster operator upgrade missing defaults and stale default definitions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/_upgrade_perform",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the allowlisted APIs. Accessible via Super Admin
-        certificate or REST API permission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_update_tenancy_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the multi-tenancy configuration. Only accessible to admins
-        and users with REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_user_legacy(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all distinguished names in the specified cluster or node allow list.
-        Only accessible to super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_obo_token(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates On-Behalf-Of token for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/api/generateonbehalfoftoken",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_user_token(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins", "_security", "api", "internalusers", username, "authtoken"
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_user_token_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_allowlist(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_dashboards_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    def get_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_permissions_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the evaluated REST API permissions for the currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/permissionsinfo",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
-    def get_sslinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the SSL configuration information.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg show_dn: The domain names from all certificates.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenancy_config(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves multi-tenancy configuration. Only accessible to admins and users with
-        REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_users_legacy(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/user", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def migrate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Migrates security configuration from v6 to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a distinguished cluster name for a specific cluster. Only accessible to
-        super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def post_dashboards_info(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/dashboardsinfo",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def tenant_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the tenant names if any exist. Only accesible to super admins or
-        kibanaserver user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the specified distinguished names in the cluster or node allow
-        list. Only accessible to super-admins and with rest-api permissions when
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
-    )
-    def validate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks whether the v6 security configuration is valid and ready to be migrated
-        to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def who_am_i(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/whoami", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def who_am_i_protected(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user. User
-        needs to have access to this endpoint when authorization at REST layer is
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/snapshot.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/snapshot.py
deleted file mode 100644
index 2f0cd1d71..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/snapshot.py
+++ /dev/null
@@ -1,611 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SnapshotClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def create(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a snapshot in a repository.
-
-
-        :arg repository: Repository for the snapshot.
-        :arg snapshot: Name of the snapshot. Must be unique in the
-            repository.
-        :arg body: The snapshot definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: If `true`, the request returns a
-            response when the snapshot is complete. If `false`, the request returns
-            a response when the snapshot initializes. Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def delete(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def get(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a snapshot.
-
-
-        :arg repository: Comma-separated list of snapshot repository
-            names used to limit the request. Wildcard (*) expressions are supported.
-        :arg snapshot: Comma-separated list of snapshot names to
-            retrieve. Also accepts wildcards (*). - To get information about all
-            snapshots in a registered repository, use a wildcard (*) or _all. - To
-            get information about any snapshots that are currently running, use
-            _current.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, the request returns an error
-            for any snapshots that are unavailable. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If true, returns additional information about each
-            snapshot such as the version of Opensearch which took the snapshot, the
-            start and end times of the snapshot, and the number of shards
-            snapshotted.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a repository.
-
-
-        :arg repository: Name of the snapshot repository to unregister.
-            Wildcard (`*`) patterns are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_repository(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a repository.
-
-
-        :arg repository: A comma-separated list of repository names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_snapshot", repository), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "verify",
-    )
-    def create_repository(
-        self,
-        repository: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a repository.
-
-
-        :arg repository: A repository name
-        :arg body: The repository definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        :arg verify: Whether to verify the repository after creation
-        """
-        for param in (repository, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def restore(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A snapshot name
-        :arg body: Details of what to restore
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, snapshot, "_restore"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def status(
-        self,
-        repository: Any = None,
-        snapshot: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the status of a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether to ignore unavailable
-            snapshots, defaults to false which means a SnapshotMissingException is
-            thrown Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot, "_status"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def verify_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Verifies a repository.
-
-
-        :arg repository: A repository name
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_verify"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def cleanup_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes stale data from repository.
-
-
-        :arg repository: Snapshot repository to clean up.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_cleanup"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def clone(
-        self,
-        repository: Any,
-        snapshot: Any,
-        target_snapshot: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones indices from one snapshot into another snapshot in the same repository.
-
-
-        :arg repository: A repository name
-        :arg snapshot: The name of the snapshot to clone from
-        :arg target_snapshot: The name of the cloned snapshot to create
-        :arg body: The snapshot clone definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot, target_snapshot, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/tasks.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/tasks.py
deleted file mode 100644
index 037054324..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/tasks.py
+++ /dev/null
@@ -1,194 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TasksClient(NamespacedClient):
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "group_by",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    def list(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of tasks.
-
-
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg group_by: Key used to group tasks in the response. Valid
-            choices are nodes, parents, none.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: Parent task ID used to limit returned
-            information. To return all tasks, omit this parameter or use a value of
-            `-1`.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "actions",
-        "error_trace",
-        "filter_path",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def cancel(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Cancels a task, if it can be cancelled through an API.
-
-
-        :arg task_id: ID of the task.
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names used to
-            limit the request.
-        :arg parent_task_id: Parent task ID used to limit the tasks.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request block until the
-            cancellation of the task and its descendant tasks is completed. Defaults
-            to false Default is false.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_tasks", task_id, "_cancel"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    def get(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a task.
-
-
-        :arg task_id: ID of the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the task has completed. Default is false.
-        """
-        if task_id in SKIP_IN_PATH:
-            warnings.warn(
-                "Calling client.tasks.get() without a task_id is deprecated "
-                "and will be removed in v8.0. Use client.tasks.list() instead.",
-                category=DeprecationWarning,
-                stacklevel=3,
-            )
-
-        return self.transport.perform_request(
-            "GET", _make_path("_tasks", task_id), params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/utils.py
deleted file mode 100644
index a38c30cd1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/client/utils.py
+++ /dev/null
@@ -1,226 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from __future__ import unicode_literals
-
-import base64
-import weakref
-from datetime import date, datetime
-from functools import wraps
-from typing import Any, Callable, Optional
-
-from opensearchpy.serializer import Serializer
-
-from ..compat import quote, string_types, to_bytes, to_str, unquote, urlparse
-
-# parts of URL to be omitted
-SKIP_IN_PATH: Any = (None, "", b"", [], ())
-
-
-def _normalize_hosts(hosts: Any) -> Any:
-    """
-    Helper function to transform hosts argument to
-    :class:`~opensearchpy.OpenSearch` to a list of dicts.
-    """
-    # if hosts are empty, just defer to defaults down the line
-    if hosts is None:
-        return [{}]
-
-    # passed in just one string
-    if isinstance(hosts, string_types):
-        hosts = [hosts]
-
-    out = []
-    # normalize hosts to dicts
-    for host in hosts:
-        if isinstance(host, string_types):
-            if "://" not in host:
-                host = "//%s" % host  # type: ignore
-
-            parsed_url = urlparse(host)
-            h = {"host": parsed_url.hostname}
-
-            if parsed_url.port:
-                h["port"] = parsed_url.port
-
-            if parsed_url.scheme == "https":
-                h["port"] = parsed_url.port or 443
-                h["use_ssl"] = True
-
-            if parsed_url.username or parsed_url.password:
-                h["http_auth"] = "%s:%s" % (
-                    unquote(parsed_url.username),
-                    unquote(parsed_url.password),
-                )
-
-            if parsed_url.path and parsed_url.path != "/":
-                h["url_prefix"] = parsed_url.path
-
-            out.append(h)
-        else:
-            out.append(host)
-    return out
-
-
-def _escape(value: Any) -> Any:
-    """
-    Escape a single value of a URL string or a query parameter. If it is a list
-    or tuple, turn it into a comma-separated string first.
-    """
-
-    # make sequences into comma-separated stings
-    if isinstance(value, (list, tuple)):
-        value = ",".join(value)
-
-    # dates and datetimes into isoformat
-    elif isinstance(value, (date, datetime)):
-        value = value.isoformat()
-
-    # make bools into true/false strings
-    elif isinstance(value, bool):
-        value = str(value).lower()
-
-    # don't decode bytestrings
-    elif isinstance(value, bytes):
-        return value
-
-    # encode strings to utf-8
-    if isinstance(value, string_types):
-        if isinstance(value, str):
-            return value.encode("utf-8")
-
-    return str(value)
-
-
-def _make_path(*parts: Any) -> str:
-    """
-    Create a URL string from parts, omit all `None` values and empty strings.
-    Convert lists and tuples to comma separated values.
-    """
-    # TODO: maybe only allow some parts to be lists/tuples ?
-    return "/" + "/".join(
-        # preserve ',' and '*' in url for nicer URLs in logs
-        quote(_escape(p), b",*")
-        for p in parts
-        if p not in SKIP_IN_PATH
-    )
-
-
-# parameters that apply to all methods
-GLOBAL_PARAMS = ("pretty", "human", "error_trace", "format", "filter_path")
-
-
-def query_params(*opensearch_query_params: Any) -> Callable:  # type: ignore
-    """
-    Decorator that pops all accepted parameters from method's kwargs and puts
-    them in the params argument.
-    """
-
-    def _wrapper(func: Any) -> Any:
-        @wraps(func)
-        def _wrapped(*args: Any, **kwargs: Any) -> Any:
-            params = (kwargs.pop("params", None) or {}).copy()
-            headers = {
-                k.lower(): v
-                for k, v in (kwargs.pop("headers", None) or {}).copy().items()
-            }
-
-            if "opaque_id" in kwargs:
-                headers["x-opaque-id"] = kwargs.pop("opaque_id")
-
-            http_auth = kwargs.pop("http_auth", None)
-            api_key = kwargs.pop("api_key", None)
-
-            if http_auth is not None and api_key is not None:
-                raise ValueError(
-                    "Only one of 'http_auth' and 'api_key' may be passed at a time"
-                )
-            elif http_auth is not None:
-                headers["authorization"] = "Basic %s" % (
-                    _base64_auth_header(http_auth),
-                )
-            elif api_key is not None:
-                headers["authorization"] = "ApiKey %s" % (_base64_auth_header(api_key),)
-
-            # don't escape ignore, request_timeout, or timeout
-            for p in ("ignore", "request_timeout", "timeout"):
-                if p in kwargs:
-                    params[p] = kwargs.pop(p)
-
-            for p in opensearch_query_params + GLOBAL_PARAMS:
-                if p in kwargs:
-                    v = kwargs.pop(p)
-                    if v is not None:
-                        params[p] = _escape(v)
-
-            return func(*args, params=params, headers=headers, **kwargs)
-
-        return _wrapped
-
-    return _wrapper
-
-
-def _bulk_body(serializer: Optional[Serializer], body: Any) -> Any:
-    # if not passed in a string, serialize items and join by newline
-    if not isinstance(body, string_types):
-        body = "\n".join(map(serializer.dumps, body))  # type: ignore
-
-    # bulk body must end with a newline
-    if isinstance(body, bytes):
-        if not body.endswith(b"\n"):
-            body += b"\n"
-    elif isinstance(body, string_types) and not body.endswith("\n"):  # type: ignore
-        body += "\n"  # type: ignore
-
-    return body
-
-
-def _base64_auth_header(auth_value: Any) -> str:
-    """Takes either a 2-tuple or a base64-encoded string
-    and returns a base64-encoded string to be used
-    as an HTTP authorization header.
-    """
-    if isinstance(auth_value, (list, tuple)):
-        auth_value = base64.b64encode(to_bytes(":".join(auth_value)))
-    return to_str(auth_value)
-
-
-class NamespacedClient(object):
-    def __init__(self, client: Any) -> None:
-        self.client = client
-
-    @property
-    def transport(self) -> Any:
-        return self.client.transport
-
-
-class AddonClient(NamespacedClient):
-    @classmethod
-    def infect_client(cls: Any, client: NamespacedClient) -> NamespacedClient:
-        addon = cls(weakref.proxy(client))
-        setattr(client, cls.namespace, addon)
-        return client
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/compat.py
deleted file mode 100644
index 1bf6df943..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/compat.py
+++ /dev/null
@@ -1,79 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from collections.abc import Mapping
-from queue import Queue
-from typing import Tuple, Type, Union
-from urllib.parse import quote, quote_plus, unquote, urlencode, urlparse
-
-string_types = str, bytes
-map = map  # pylint: disable=invalid-name
-
-
-def to_str(x: Union[str, bytes], encoding: str = "ascii") -> str:
-    """
-    returns x as a string encoded in "encoding" if it is not already a string
-    :param x: the value to convert to a str
-    :param encoding: the encoding to convert to - see https://docs.python.org/3/library/codecs.html#standard-encodings
-    :return: an encoded str
-    """
-    if not isinstance(x, str):
-        return x.decode(encoding)
-    return x
-
-
-def to_bytes(x: Union[str, bytes], encoding: str = "ascii") -> bytes:
-    if not isinstance(x, bytes):
-        return x.encode(encoding)
-    return x
-
-
-try:
-    reraise_exceptions: Tuple[Type[BaseException], ...] = (RecursionError,)
-except NameError:
-    reraise_exceptions = ()
-
-try:
-    import asyncio
-
-    reraise_exceptions += (asyncio.CancelledError,)
-except (ImportError, AttributeError):
-    pass
-
-
-__all__ = [
-    "string_types",
-    "reraise_exceptions",
-    "quote_plus",
-    "quote",
-    "urlencode",
-    "unquote",
-    "urlparse",
-    "map",
-    "Queue",
-    "Mapping",
-]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/__init__.py
deleted file mode 100644
index b86bd66e3..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/__init__.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from .base import Connection
-from .http_requests import RequestsHttpConnection
-from .http_urllib3 import Urllib3HttpConnection, create_ssl_context
-
-__all__ = [
-    "Connection",
-    "RequestsHttpConnection",
-    "Urllib3HttpConnection",
-    "create_ssl_context",
-]
-
-try:
-    from .http_async import AsyncHttpConnection
-
-    __all__ += [
-        "AsyncHttpConnection",
-    ]
-except (ImportError, SyntaxError):
-    pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/async_connections.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/async_connections.py
deleted file mode 100644
index 60ca210bb..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/async_connections.py
+++ /dev/null
@@ -1,117 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from six import string_types
-
-import opensearchpy
-from opensearchpy._async.helpers.actions import aiter
-from opensearchpy.serializer import serializer
-
-
-class AsyncConnections(object):
-    _conns: Any
-
-    """
-    Class responsible for holding connections to different clusters. Used as a
-    singleton in this module.
-    """
-
-    def __init__(self) -> None:
-        self._kwargs: Any = {}
-        self._conns: Any = {}
-
-    async def configure(self, **kwargs: Any) -> None:
-        """
-        Configure multiple connections at once, useful for passing in config
-        dictionaries obtained from other sources, like Django's settings or a
-        configuration management tool.
-
-        Example::
-
-            async_connections.configure(
-                default={'hosts': 'localhost'},
-                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
-            )
-
-        Connections will only be constructed lazily when requested through
-        ``get_connection``.
-        """
-        async for k in aiter(list(self._conns)):
-            # try and preserve existing client to keep the persistent connections alive
-            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
-                continue
-            del self._conns[k]
-        self._kwargs = kwargs
-
-    async def add_connection(self, alias: str, conn: Any) -> None:
-        """
-        Add a connection object, it will be passed through as-is.
-        """
-        self._conns[alias] = conn
-
-    async def remove_connection(self, alias: str) -> None:
-        """
-        Remove connection from the registry. Raises ``KeyError`` if connection
-        wasn't found.
-        """
-        errors = 0
-        async for d in aiter((self._conns, self._kwargs)):
-            try:
-                del d[alias]
-            except KeyError:
-                errors += 1
-
-        if errors == 2:
-            raise KeyError("There is no connection with alias %r." % alias)
-
-    async def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
-        """
-        Construct an instance of ``opensearchpy.AsyncOpenSearch`` and register
-        it under given alias.
-        """
-        kwargs.setdefault("serializer", serializer)
-        conn = self._conns[alias] = opensearchpy.AsyncOpenSearch(**kwargs)
-        return conn
-
-    async def get_connection(self, alias: str = "default") -> Any:
-        """
-        Retrieve a connection, construct it if necessary (only configuration
-        was passed to us). If a non-string alias has been passed through we
-        assume it's already a client instance and will just return it as-is.
-
-        Raises ``KeyError`` if no client (or its definition) is registered
-        under the alias.
-        """
-        # do not check isinstance(AsyncOpenSearch) so that people can wrap their
-        # clients
-        if not isinstance(alias, string_types):
-            return alias
-
-        # connection already established
-        try:
-            return self._conns[alias]
-        except KeyError:
-            pass
-
-        # if not, try to create it
-        try:
-            return await self.create_connection(alias, **self._kwargs[alias])
-        except KeyError:
-            # no connection and no kwargs to set one up
-            raise KeyError("There is no connection with alias %r." % alias)
-
-
-async_connections = AsyncConnections()
-configure = async_connections.configure
-add_connection = async_connections.add_connection
-remove_connection = async_connections.remove_connection
-create_connection = async_connections.create_connection
-get_connection = async_connections.get_connection
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/base.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/base.py
deleted file mode 100644
index 845598a62..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/base.py
+++ /dev/null
@@ -1,339 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import gzip
-import io
-import logging
-import os
-import re
-import warnings
-from platform import python_version
-from typing import Any, Collection, Dict, Mapping, Optional, Union
-
-try:
-    import simplejson as json
-except ImportError:
-    import json  # type: ignore
-
-from .._version import __versionstr__
-from ..exceptions import HTTP_EXCEPTIONS, OpenSearchWarning, TransportError
-
-logger = logging.getLogger("opensearch")
-
-# create the opensearchpy.trace logger, but only set propagate to False if the
-# logger hasn't already been configured
-TRACER_ALREADY_CONFIGURED = "opensearchpy.trace" in logging.Logger.manager.loggerDict
-tracer = logging.getLogger("opensearchpy.trace")
-if not TRACER_ALREADY_CONFIGURED:
-    tracer.propagate = False
-
-_WARNING_RE = re.compile(r"\"([^\"]*)\"")
-
-
-class Connection(object):
-    """
-    Class responsible for maintaining a connection to an OpenSearch node. It
-    holds persistent connection pool to it and its main interface
-    (`perform_request`) is thread-safe.
-
-    Also responsible for logging.
-
-    :arg host: hostname of the node (default: localhost)
-    :arg port: port to use (integer, default: 9200)
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg url_prefix: optional url prefix for opensearch
-    :arg timeout: default timeout in seconds (float, default: 10)
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        use_ssl: bool = False,
-        url_prefix: str = "",
-        timeout: int = 10,
-        headers: Optional[Dict[str, str]] = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        **kwargs: Any
-    ) -> None:
-        if port is None:
-            port = 9200
-
-        # Work-around if the implementing class doesn't
-        # define the headers property before calling super().__init__()
-        if not hasattr(self, "headers"):
-            self.headers = {}
-
-        headers = headers or {}
-        for key in headers:
-            self.headers[key.lower()] = headers[key]
-        if opaque_id:
-            self.headers["x-opaque-id"] = opaque_id
-
-        if os.getenv("ELASTIC_CLIENT_APIVERSIONING") == "1":
-            self.headers.setdefault(
-                "accept", "application/vnd.elasticsearch+json;compatible-with=7"
-            )
-
-        self.headers.setdefault("content-type", "application/json")
-        self.headers.setdefault("user-agent", self._get_default_user_agent())
-
-        if http_compress:
-            self.headers["accept-encoding"] = "gzip,deflate"
-
-        scheme = kwargs.get("scheme", "http")
-        if use_ssl or scheme == "https":
-            scheme = "https"
-            use_ssl = True
-        self.use_ssl = use_ssl
-        self.http_compress = http_compress or False
-
-        self.scheme = scheme
-        self.hostname = host
-        self.port = port
-        if ":" in host:  # IPv6
-            self.host = "%s://[%s]" % (scheme, host)
-        else:
-            self.host = "%s://%s" % (scheme, host)
-        if self.port is not None:
-            self.host += ":%s" % self.port
-        if url_prefix:
-            url_prefix = "/" + url_prefix.strip("/")
-        self.url_prefix = url_prefix
-        self.timeout = timeout
-
-    def __repr__(self) -> str:
-        return "<%s: %s>" % (self.__class__.__name__, self.host)
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, Connection):
-            raise TypeError("Unsupported equality check for %s and %s" % (self, other))
-        return self.__hash__() == other.__hash__()
-
-    def __lt__(self, other: object) -> bool:
-        if not isinstance(other, Connection):
-            raise TypeError("Unsupported lt check for %s and %s" % (self, other))
-        return self.__hash__() < other.__hash__()
-
-    def __hash__(self) -> int:
-        return id(self)
-
-    def _gzip_compress(self, body: Any) -> bytes:
-        buf = io.BytesIO()
-        with gzip.GzipFile(fileobj=buf, mode="wb") as f:
-            f.write(body)
-        return buf.getvalue()
-
-    def _raise_warnings(self, warning_headers: Any) -> None:
-        """If 'headers' contains a 'Warning' header raise
-        the warnings to be seen by the user. Takes an iterable
-        of string values from any number of 'Warning' headers.
-        """
-        if not warning_headers:
-            return
-
-        # Grab only the message from each header, the rest is discarded.
-        # Format is: '(number) OpenSearch-(version)-(instance) "(message)"'
-        warning_messages = []
-        for header in warning_headers:
-            # Because 'Requests' does its own folding of multiple HTTP headers
-            # into one header delimited by commas (totally standard compliant, just
-            # annoying for cases like this) we need to expect there may be
-            # more than one message per 'Warning' header.
-            matches = _WARNING_RE.findall(header)
-            if matches:
-                warning_messages.extend(matches)
-            else:
-                # Don't want to throw away any warnings, even if they
-                # don't follow the format we have now. Use the whole header.
-                warning_messages.append(header)
-
-        for message in warning_messages:
-            warnings.warn(message, category=OpenSearchWarning)
-
-    def _pretty_json(self, data: Union[str, bytes]) -> str:
-        # pretty JSON in tracer curl logs
-        try:
-            return json.dumps(
-                json.loads(data), sort_keys=True, indent=2, separators=(",", ": ")
-            ).replace("'", r"\u0027")
-        except (ValueError, TypeError):
-            # non-json data or a bulk request
-            return data  # type: ignore
-
-    def _log_request_response(
-        self, body: Optional[Union[str, bytes]], response: Optional[str]
-    ) -> None:
-        if logger.isEnabledFor(logging.DEBUG):
-            if body and isinstance(body, bytes):
-                body = body.decode("utf-8", "ignore")
-            logger.debug("> %s", body)
-            if response is not None:
-                logger.debug("< %s", response)
-
-    def _log_trace(
-        self,
-        method: str,
-        path: str,
-        body: Optional[Union[str, bytes]],
-        status_code: Optional[int],
-        response: Optional[str],
-        duration: Optional[float],
-    ) -> None:
-        if not tracer.isEnabledFor(logging.INFO) or not tracer.handlers:
-            return
-
-        # include pretty in trace curls
-        path = path.replace("?", "?pretty&", 1) if "?" in path else path + "?pretty"
-        if self.url_prefix:
-            path = path.replace(self.url_prefix, "", 1)
-        tracer.info(
-            "curl %s-X%s 'http://localhost:9200%s' -d '%s'",
-            "-H 'Content-Type: application/json' " if body else "",
-            method,
-            path,
-            self._pretty_json(body) if body else "",
-        )
-
-        if tracer.isEnabledFor(logging.DEBUG):
-            tracer.debug(
-                "#[%s] (%.3fs)\n#%s",
-                status_code,
-                duration,
-                self._pretty_json(response).replace("\n", "\n#") if response else "",
-            )
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        raise NotImplementedError()
-
-    def log_request_success(
-        self,
-        method: str,
-        full_url: str,
-        path: str,
-        body: Any,
-        status_code: int,
-        response: str,
-        duration: float,
-    ) -> None:
-        """Log a successful API call."""
-        #  TODO: optionally pass in params instead of full_url and do urlencode only when needed
-
-        logger.info(
-            "%s %s [status:%s request:%.3fs]", method, full_url, status_code, duration
-        )
-
-        self._log_request_response(body, response)
-        self._log_trace(method, path, body, status_code, response, duration)
-
-    def log_request_fail(
-        self,
-        method: str,
-        full_url: str,
-        path: str,
-        body: Any,
-        duration: float,
-        status_code: Optional[int] = None,
-        response: Optional[str] = None,
-        exception: Optional[Exception] = None,
-    ) -> None:
-        """Log an unsuccessful API call."""
-        # do not log 404s on HEAD requests
-        if method == "HEAD" and status_code == 404:
-            return
-        logger.warning(
-            "%s %s [status:%s request:%.3fs]",
-            method,
-            full_url,
-            status_code or "N/A",
-            duration,
-            exc_info=exception is not None,
-        )
-
-        self._log_request_response(body, response)
-        self._log_trace(method, path, body, status_code, response, duration)
-
-    def _raise_error(
-        self,
-        status_code: int,
-        raw_data: Union[str, bytes],
-        content_type: Optional[str] = None,
-    ) -> None:
-        """Locate appropriate exception and raise it."""
-        error_message = raw_data
-        additional_info = None
-        try:
-            content_type = (
-                "text/plain"
-                if content_type is None
-                else content_type.split(";")[0].strip()
-            )
-            if raw_data and content_type == "application/json":
-                additional_info = json.loads(raw_data)
-                error_message = additional_info.get("error", error_message)
-                if isinstance(error_message, dict) and "type" in error_message:
-                    error_message = error_message["type"]
-        except (ValueError, TypeError) as err:
-            logger.warning("Undecodable raw error response from server: %s", err)
-
-        raise HTTP_EXCEPTIONS.get(status_code, TransportError)(
-            status_code, error_message, additional_info
-        )
-
-    def _get_default_user_agent(self) -> str:
-        return "opensearch-py/%s (Python %s)" % (__versionstr__, python_version())
-
-    @staticmethod
-    def default_ca_certs() -> Union[str, None]:
-        """
-        Get the default CA certificate bundle, preferring those configured in
-        the standard OpenSSL environment variables before those provided by
-        certifi (if available)
-        """
-        ca_certs = os.environ.get("SSL_CERT_FILE") or os.environ.get("SSL_CERT_DIR")
-
-        if not ca_certs:
-            try:
-                import certifi
-
-                ca_certs = certifi.where()
-            except ImportError:
-                pass
-
-        return ca_certs
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/connections.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/connections.py
deleted file mode 100644
index 3f1edc4a1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/connections.py
+++ /dev/null
@@ -1,131 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from six import string_types
-
-import opensearchpy
-from opensearchpy.serializer import serializer
-
-
-class Connections(object):
-    """
-    Class responsible for holding connections to different clusters. Used as a
-    singleton in this module.
-    """
-
-    def __init__(self) -> None:
-        self._kwargs: Any = {}
-        self._conns: Any = {}
-
-    def configure(self, **kwargs: Any) -> None:
-        """
-        Configure multiple connections at once, useful for passing in config
-        dictionaries obtained from other sources, like Django's settings or a
-        configuration management tool.
-
-        Example::
-
-            connections.configure(
-                default={'hosts': 'localhost'},
-                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
-            )
-
-        Connections will only be constructed lazily when requested through
-        ``get_connection``.
-        """
-        for k in list(self._conns):
-            # try and preserve existing client to keep the persistent connections alive
-            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
-                continue
-            del self._conns[k]
-        self._kwargs = kwargs
-
-    def add_connection(self, alias: str, conn: Any) -> None:
-        """
-        Add a connection object, it will be passed through as-is.
-        """
-        self._conns[alias] = conn
-
-    def remove_connection(self, alias: str) -> None:
-        """
-        Remove connection from the registry. Raises ``KeyError`` if connection
-        wasn't found.
-        """
-        errors = 0
-        for d in (self._conns, self._kwargs):
-            try:
-                del d[alias]
-            except KeyError:
-                errors += 1
-
-        if errors == 2:
-            raise KeyError("There is no connection with alias %r." % alias)
-
-    def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
-        """
-        Construct an instance of ``opensearchpy.OpenSearch`` and register
-        it under given alias.
-        """
-        kwargs.setdefault("serializer", serializer)
-        conn = self._conns[alias] = opensearchpy.OpenSearch(**kwargs)
-        return conn
-
-    def get_connection(self, alias: str = "default") -> Any:
-        """
-        Retrieve a connection, construct it if necessary (only configuration
-        was passed to us). If a non-string alias has been passed through we
-        assume it's already a client instance and will just return it as-is.
-
-        Raises ``KeyError`` if no client (or its definition) is registered
-        under the alias.
-        """
-        # do not check isinstance(OpenSearch) so that people can wrap their
-        # clients
-        if not isinstance(alias, string_types):
-            return alias
-
-        # connection already established
-        try:
-            return self._conns[alias]
-        except KeyError:
-            pass
-
-        # if not, try to create it
-        try:
-            return self.create_connection(alias, **self._kwargs[alias])
-        except KeyError:
-            # no connection and no kwargs to set one up
-            raise KeyError("There is no connection with alias %r." % alias)
-
-
-connections = Connections()
-configure = connections.configure
-add_connection = connections.add_connection
-remove_connection = connections.remove_connection
-create_connection = connections.create_connection
-get_connection = connections.get_connection
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_async.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_async.py
deleted file mode 100644
index f5a4ec7c0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_async.py
+++ /dev/null
@@ -1,307 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-
-
-import asyncio
-import os
-import ssl
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-from .._async._extra_imports import aiohttp, aiohttp_exceptions  # type: ignore
-from .._async.compat import get_running_loop
-from .._async.http_aiohttp import AIOHttpConnection
-from ..compat import reraise_exceptions, string_types, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-class AsyncHttpConnection(AIOHttpConnection):
-    session: Optional[aiohttp.ClientSession]
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        maxsize: Optional[int] = 10,
-        headers: Optional[Mapping[str, str]] = None,
-        ssl_context: Any = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        loop: Any = None,
-        **kwargs: Any
-    ) -> None:
-        self.headers = {}
-
-        super().__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = aiohttp.BasicAuth(login=http_auth[0], password=http_auth[1])
-            elif isinstance(http_auth, string_types):
-                login, password = http_auth.split(":", 1)  # type: ignore
-                http_auth = aiohttp.BasicAuth(login=login, password=password)
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        self.ssl_assert_fingerprint = ssl_assert_fingerprint
-        if self.use_ssl and ssl_context is None:
-            if ssl_version is None:
-                ssl_context = ssl.create_default_context()
-            else:
-                ssl_context = ssl.SSLContext(ssl_version)
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            if verify_certs:
-                ssl_context.verify_mode = ssl.CERT_REQUIRED
-                ssl_context.check_hostname = True
-            else:
-                ssl_context.check_hostname = False
-                ssl_context.verify_mode = ssl.CERT_NONE
-
-            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-                if os.path.isfile(ca_certs):
-                    ssl_context.load_verify_locations(cafile=ca_certs)
-                elif os.path.isdir(ca_certs):
-                    ssl_context.load_verify_locations(capath=ca_certs)
-                else:
-                    raise ImproperlyConfigured("ca_certs parameter is not a path")
-            else:
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-
-            # Use client_cert and client_key variables for SSL certificate configuration.
-            if client_cert and not os.path.isfile(client_cert):
-                raise ImproperlyConfigured("client_cert is not a path to a file")
-            if client_key and not os.path.isfile(client_key):
-                raise ImproperlyConfigured("client_key is not a path to a file")
-            if client_cert and client_key:
-                ssl_context.load_cert_chain(client_cert, client_key)
-            elif client_cert:
-                ssl_context.load_cert_chain(client_cert)
-
-        self.headers.setdefault("connection", "keep-alive")
-        self.loop = loop
-        self.session = None
-
-        # Parameters for creating an aiohttp.ClientSession later.
-        self._limit = maxsize
-        self._http_auth = http_auth
-        self._ssl_context = ssl_context
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.session is None:
-            await self._create_aiohttp_session()
-        assert self.session is not None
-        orig_body = body
-        url_path = self.url_prefix + url
-        if params:
-            query_string = urlencode(params)
-        else:
-            query_string = ""
-
-        # There is a bug in aiohttp that disables the re-use
-        # of the connection in the pool when method=HEAD.
-        # See: https://github.com/aio-libs/aiohttp/issues/1769
-        is_head = False
-        if method == "HEAD":
-            method = "GET"
-            is_head = True
-
-        # Top-tier tip-toeing happening here. Basically
-        # because Pip's old resolver is bad and wipes out
-        # strict pins in favor of non-strict pins of extras
-        # our [async] extra overrides aiohttp's pin of
-        # yarl. yarl released breaking changes, aiohttp pinned
-        # defensively afterwards, but our users don't get
-        # that nice pin that aiohttp set. :( So to play around
-        # this super-defensively we try to import yarl, if we can't
-        # then we pass a string into ClientSession.request() instead.
-        url = self.url_prefix + url
-        if query_string:
-            url = "%s?%s" % (url, query_string)
-        url = self.host + url
-
-        timeout = aiohttp.ClientTimeout(
-            total=timeout if timeout is not None else self.timeout
-        )
-
-        req_headers = self.headers.copy()
-        if headers:
-            req_headers.update(headers)
-
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            req_headers["content-encoding"] = "gzip"
-
-        auth = (
-            self._http_auth if isinstance(self._http_auth, aiohttp.BasicAuth) else None
-        )
-        if callable(self._http_auth):
-            req_headers = {
-                **req_headers,
-                **self._http_auth(method, url, query_string, body),
-            }
-
-        start = self.loop.time()
-        try:
-            async with self.session.request(
-                method,
-                url,
-                data=body,
-                auth=auth,
-                headers=req_headers,
-                timeout=timeout,
-                fingerprint=self.ssl_assert_fingerprint,
-            ) as response:
-                if is_head:  # We actually called 'GET' so throw away the data.
-                    await response.release()
-                    raw_data = ""
-                else:
-                    raw_data = await response.text()
-                duration = self.loop.time() - start
-
-        # We want to reraise a cancellation or recursion error.
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                str(url),
-                url_path,
-                orig_body,
-                self.loop.time() - start,
-                exception=e,
-            )
-            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(
-                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
-            ):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.getall("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method,
-                str(url),
-                url_path,
-                orig_body,
-                duration,
-                status_code=response.status,
-                response=raw_data,
-            )
-            self._raise_error(response.status, raw_data)
-
-        self.log_request_success(
-            method, str(url), url_path, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    async def close(self) -> Any:
-        """
-        Explicitly closes connection
-        """
-        if self.session:
-            await self.session.close()
-            self.session = None
-
-    async def _create_aiohttp_session(self) -> Any:
-        """Creates an aiohttp.ClientSession(). This is delayed until
-        the first call to perform_request() so that AsyncTransport has
-        a chance to set AIOHttpConnection.loop
-        """
-        if self.loop is None:
-            self.loop = get_running_loop()
-        self.session = aiohttp.ClientSession(
-            headers=self.headers,
-            skip_auto_headers=("accept", "accept-encoding"),
-            auto_decompress=True,
-            loop=self.loop,
-            cookie_jar=aiohttp.DummyCookieJar(),
-            response_class=OpenSearchClientResponse,
-            connector=aiohttp.TCPConnector(
-                limit=self._limit, use_dns_cache=True, ssl=self._ssl_context
-            ),
-        )
-
-
-class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
-    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
-        if self._body is None:
-            await self.read()
-
-        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_requests.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_requests.py
deleted file mode 100644
index 2c1737252..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_requests.py
+++ /dev/null
@@ -1,267 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import time
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-try:
-    import requests
-
-    REQUESTS_AVAILABLE = True
-except ImportError:
-    REQUESTS_AVAILABLE = False
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from ..compat import reraise_exceptions, string_types, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from .base import Connection
-
-
-class RequestsHttpConnection(Connection):
-    """
-    Connection using the `requests` library.
-
-    :arg http_auth: optional http auth information as either ':' separated
-        string or a tuple. Any value will be passed into requests as `auth`.
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg verify_certs: whether to verify SSL certificates
-    :arg ssl_show_warn: show warning when verify certs is disabled
-    :arg ca_certs: optional path to CA bundle. Defaults to configured OpenSSL
-        bundles from environment variables and then certifi before falling
-        back to the standard requests bundle to improve consistency with
-        other Connection implementations
-    :arg client_cert: path to the file containing the private key and the
-        certificate, or cert only if using client_key
-    :arg client_key: path to the file containing the private key if using
-        separate cert and key files (client_cert will contain only the cert)
-    :arg headers: any custom http headers to be add to requests
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    :arg pool_maxsize: Maximum connection pool size used by pool-manager
-        For custom connection-pooling on current session
-    :arg metrics: metrics is an instance of a subclass of the
-        :class:`~opensearchpy.Metrics` class, used for collecting
-        and reporting metrics related to the client's operations;
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: bool = True,
-        ssl_show_warn: bool = True,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        headers: Any = None,
-        http_compress: Any = None,
-        opaque_id: Any = None,
-        pool_maxsize: Any = None,
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        self.metrics = metrics
-        if not REQUESTS_AVAILABLE:
-            raise ImproperlyConfigured(
-                "Please install requests to use RequestsHttpConnection."
-            )
-
-        # Initialize Session so .headers works before calling super().__init__().
-        self.session = requests.Session()
-        for key in list(self.session.headers):
-            self.session.headers.pop(key)
-
-        # Mount http-adapter with custom connection-pool size. Default=10
-        if pool_maxsize and isinstance(pool_maxsize, int):
-            pool_adapter = requests.adapters.HTTPAdapter(pool_maxsize=pool_maxsize)
-            self.session.mount("http://", pool_adapter)
-            self.session.mount("https://", pool_adapter)
-
-        super(RequestsHttpConnection, self).__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if not self.http_compress:
-            # Need to set this to 'None' otherwise Requests adds its own.
-            self.session.headers["accept-encoding"] = None  # type: ignore
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = tuple(http_auth)
-            elif isinstance(http_auth, string_types):
-                http_auth = tuple(http_auth.split(":", 1))  # type: ignore
-            self.session.auth = http_auth
-
-        self.base_url = "%s%s" % (
-            self.host,
-            self.url_prefix,
-        )
-        self.session.verify = verify_certs
-        if not client_key:
-            self.session.cert = client_cert
-        elif client_cert:
-            # cert is a tuple of (certfile, keyfile)
-            self.session.cert = (client_cert, client_key)
-        if ca_certs:
-            if not verify_certs:
-                raise ImproperlyConfigured(
-                    "You cannot pass CA certificates when verify SSL is off."
-                )
-            self.session.verify = ca_certs
-        elif verify_certs:
-            ca_certs = self.default_ca_certs()
-            if ca_certs:
-                self.session.verify = ca_certs
-
-        if not ssl_show_warn:
-            requests.packages.urllib3.disable_warnings()  # type: ignore
-
-        if self.use_ssl and not verify_certs and ssl_show_warn:
-            warnings.warn(
-                "Connecting to %s using SSL with verify_certs=False is insecure."
-                % self.host
-            )
-
-    def perform_request(  # type: ignore
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        allow_redirects: Optional[bool] = True,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        url = self.base_url + url
-        headers = headers or {}
-        if params:
-            url = "%s?%s" % (url, urlencode(params or {}))
-
-        orig_body = body
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            headers["content-encoding"] = "gzip"  # type: ignore
-
-        start = time.time()
-        request = requests.Request(method=method, headers=headers, url=url, data=body)
-        prepared_request = self.session.prepare_request(request)
-        settings = self.session.merge_environment_settings(
-            prepared_request.url, {}, None, None, None
-        )
-        send_kwargs: Any = {
-            "timeout": timeout or self.timeout,
-            "allow_redirects": allow_redirects,
-        }
-        send_kwargs.update(settings)
-        try:
-            self.metrics.request_start()
-            response = self.session.send(prepared_request, **send_kwargs)
-            duration = time.time() - start
-            raw_data = response.content.decode("utf-8", "surrogatepass")
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                url,
-                prepared_request.path_url,
-                orig_body,
-                time.time() - start,
-                exception=e,
-            )
-            if isinstance(e, requests.exceptions.SSLError):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(e, requests.Timeout):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-        finally:
-            self.metrics.request_end()
-
-        # raise warnings if any from the 'Warnings' header.
-        warnings_headers = (
-            (response.headers["warning"],) if "warning" in response.headers else ()
-        )
-        self._raise_warnings(warnings_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if (
-            not (200 <= response.status_code < 300)
-            and response.status_code not in ignore
-        ):
-            self.log_request_fail(
-                method,
-                url,
-                response.request.path_url,
-                orig_body,
-                duration,
-                response.status_code,
-                raw_data,
-            )
-            self._raise_error(
-                response.status_code,
-                raw_data,
-                response.headers.get("Content-Type"),
-            )
-
-        self.log_request_success(
-            method,
-            url,
-            response.request.path_url,
-            orig_body,
-            response.status_code,
-            raw_data,
-            duration,
-        )
-
-        return response.status_code, response.headers, raw_data
-
-    @property
-    def headers(self) -> Any:  # type: ignore
-        return self.session.headers
-
-    def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        self.session.close()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_urllib3.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_urllib3.py
deleted file mode 100644
index e3b60cf3f..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/http_urllib3.py
+++ /dev/null
@@ -1,329 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import ssl
-import time
-import warnings
-from typing import Any, Callable, Collection, Mapping, Optional, Union
-
-import urllib3
-from urllib3.exceptions import ReadTimeoutError
-from urllib3.exceptions import SSLError as UrllibSSLError
-from urllib3.util.retry import Retry
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from ..compat import reraise_exceptions, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from .base import Connection
-
-# sentinel value for `verify_certs` and `ssl_show_warn`.
-# This is used to detect if a user is passing in a value
-# for SSL kwargs if also using an SSLContext.
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-def create_ssl_context(**kwargs: Any) -> Any:
-    """
-    A helper function around creating an SSL context
-
-    https://docs.python.org/3/library/ssl.html#context-creation
-
-    Accepts kwargs in the same manner as `create_default_context`.
-    """
-    ctx = ssl.create_default_context(**kwargs)
-    return ctx
-
-
-class Urllib3HttpConnection(Connection):
-    """
-    Default connection class using the `urllib3` library and the http protocol.
-
-    :arg host: hostname of the node (default: localhost)
-    :arg port: port to use (integer, default: 9200)
-    :arg url_prefix: optional url prefix for opensearch
-    :arg timeout: default timeout in seconds (float, default: 10)
-    :arg http_auth: optional http auth information as either ':' separated
-        string or a tuple
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg verify_certs: whether to verify SSL certificates
-    :arg ssl_show_warn: show warning when verify certs is disabled
-    :arg ca_certs: optional path to CA bundle.
-        See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
-        for instructions how to get default set
-    :arg client_cert: path to the file containing the private key and the
-        certificate, or cert only if using client_key
-    :arg client_key: path to the file containing the private key if using
-        separate cert and key files (client_cert will contain only the cert)
-    :arg ssl_version: version of the SSL protocol to use. Choices are:
-        SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
-        ``ssl`` module for exact options for your environment).
-    :arg ssl_assert_hostname: use hostname verification if not `False`
-    :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
-    :arg pool_maxsize: the number of connections which will be kept open to this
-        host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
-        information.
-    :arg headers: any custom http headers to be add to requests
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    :arg metrics: metrics is an instance of a subclass of the
-        :class:`~opensearchpy.Metrics` class, used for collecting
-        and reporting metrics related to the client's operations;
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_hostname: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        pool_maxsize: Any = None,
-        headers: Any = None,
-        ssl_context: Any = None,
-        http_compress: Any = None,
-        opaque_id: Any = None,
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        self.metrics = metrics
-        # Initialize headers before calling super().__init__().
-        self.headers = urllib3.make_headers(keep_alive=True)
-
-        super(Urllib3HttpConnection, self).__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        self.http_auth = http_auth
-        if self.http_auth is not None:
-            if isinstance(self.http_auth, Callable):  # type: ignore
-                pass
-            elif isinstance(self.http_auth, (tuple, list)):
-                self.headers.update(
-                    urllib3.make_headers(basic_auth=":".join(http_auth))
-                )
-            else:
-                self.headers.update(urllib3.make_headers(basic_auth=http_auth))
-
-        pool_class: Any = urllib3.HTTPConnectionPool
-        kw = {}
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        # if ssl_context provided use SSL by default
-        if ssl_context and self.use_ssl:
-            pool_class = urllib3.HTTPSConnectionPool
-            kw.update(
-                {
-                    "assert_fingerprint": ssl_assert_fingerprint,
-                    "ssl_context": ssl_context,
-                }
-            )
-
-        elif self.use_ssl:
-            pool_class = urllib3.HTTPSConnectionPool
-            kw.update(
-                {
-                    "ssl_version": ssl_version,
-                    "assert_hostname": ssl_assert_hostname,
-                    "assert_fingerprint": ssl_assert_fingerprint,
-                }
-            )
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-
-                kw.update(
-                    {
-                        "cert_reqs": "CERT_REQUIRED",
-                        "ca_certs": ca_certs,
-                        "cert_file": client_cert,
-                        "key_file": client_key,
-                    }
-                )
-            else:
-                kw["cert_reqs"] = "CERT_NONE"
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-                if not ssl_show_warn:
-                    urllib3.disable_warnings()
-
-        if pool_maxsize and isinstance(pool_maxsize, int):
-            kw["maxsize"] = pool_maxsize
-
-        self._urllib3_pool_factory = lambda: pool_class(
-            self.hostname, port=self.port, timeout=self.timeout, **kw
-        )
-        self._create_urllib3_pool()
-
-    def _create_urllib3_pool(self) -> None:
-        self.pool = self._urllib3_pool_factory()  # type: ignore
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.pool is None:
-            self._create_urllib3_pool()
-        assert self.pool is not None
-
-        url = self.url_prefix + url
-        if params:
-            url = "%s?%s" % (url, urlencode(params))
-
-        full_url = self.host + url
-
-        start = time.time()
-        orig_body = body
-        try:
-            kw = {}
-            if timeout:
-                kw["timeout"] = timeout
-
-            # in python2 we need to make sure the url and method are not
-            # unicode. Otherwise the body will be decoded into unicode too and
-            # that will fail (#133, #201).
-            if not isinstance(url, str):
-                url = url.encode("utf-8")
-            if not isinstance(method, str):
-                method = method.encode("utf-8")
-
-            request_headers = self.headers.copy()
-            request_headers.update(headers or ())
-
-            if self.http_compress and body:
-                body = self._gzip_compress(body)
-                request_headers["content-encoding"] = "gzip"
-
-            if self.http_auth is not None:
-                if isinstance(self.http_auth, Callable):  # type: ignore
-                    request_headers.update(self.http_auth(method, full_url, body))
-
-            self.metrics.request_start()
-
-            response = self.pool.urlopen(
-                method, url, body, retries=Retry(False), headers=request_headers, **kw
-            )
-            duration = time.time() - start
-            raw_data = response.data.decode("utf-8", "surrogatepass")
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method, full_url, url, orig_body, time.time() - start, exception=e
-            )
-            if isinstance(e, UrllibSSLError):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(e, ReadTimeoutError):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-        finally:
-            self.metrics.request_end()
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.get_all("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method, full_url, url, orig_body, duration, response.status, raw_data
-            )
-            self._raise_error(
-                response.status,
-                raw_data,
-                self.get_response_headers(response).get("content-type"),
-            )
-
-        self.log_request_success(
-            method, full_url, url, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    def get_response_headers(self, response: Any) -> Any:
-        return {header.lower(): value for header, value in response.headers.items()}
-
-    def close(self) -> None:
-        """
-        Explicitly closes connection
-        """
-        if self.pool:
-            self.pool.close()
-            self.pool = None
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/pooling.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/pooling.py
deleted file mode 100644
index a7a61f4b3..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection/pooling.py
+++ /dev/null
@@ -1,68 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .base import Connection
-
-try:
-    import queue
-except ImportError:
-    import Queue as queue  # type: ignore
-
-
-class PoolingConnection(Connection):
-    _free_connections: queue.Queue[Connection]
-
-    """
-    Base connection class for connections that use libraries without thread
-    safety and no capacity for connection pooling. To use this just implement a
-    ``_make_connection`` method that constructs a new connection and returns
-    it.
-    """
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        self._free_connections = queue.Queue()
-        super(PoolingConnection, self).__init__(*args, **kwargs)
-
-    def _make_connection(self) -> Connection:
-        raise NotImplementedError
-
-    def _get_connection(self) -> Connection:
-        try:
-            return self._free_connections.get_nowait()
-        except queue.Empty:
-            return self._make_connection()
-
-    def _release_connection(self, con: Connection) -> None:
-        self._free_connections.put(con)
-
-    def close(self) -> None:
-        """
-        Explicitly close connection
-        """
-        pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection_pool.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection_pool.py
deleted file mode 100644
index d796aa13a..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/connection_pool.py
+++ /dev/null
@@ -1,335 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import logging
-import random
-import threading
-import time
-from queue import Empty, PriorityQueue
-from typing import Any, Dict, Optional, Sequence, Tuple, Type
-
-from .connection import Connection
-from .exceptions import ImproperlyConfigured
-
-logger: logging.Logger = logging.getLogger("opensearch")
-
-
-class ConnectionSelector(object):
-    """
-    Simple class used to select a connection from a list of currently live
-    connection instances. In init time it is passed a dictionary containing all
-    the connections' options which it can then use during the selection
-    process. When the `select` method is called it is given a list of
-    *currently* live connections to choose from.
-
-    The options dictionary is the one that has been passed to
-    :class:`~opensearchpy.Transport` as `hosts` param and the same that is
-    used to construct the Connection object itself. When the Connection was
-    created from information retrieved from the cluster via the sniffing
-    process it will be the dictionary returned by the `host_info_callback`.
-
-    Example of where this would be useful is a zone-aware selector that would
-    only select connections from its own zones and only fall back to other
-    connections where there would be none in its zones.
-    """
-
-    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
-        """
-        :arg opts: dictionary of connection instances and their options
-        """
-        self.connection_opts = opts
-
-    def select(self, connections: Sequence[Connection]) -> None:
-        """
-        Select a connection from the given list.
-
-        :arg connections: list of live connections to choose from
-        """
-        pass
-
-
-class RandomSelector(ConnectionSelector):
-    """
-    Select a connection at random
-    """
-
-    def select(self, connections: Sequence[Connection]) -> Any:
-        return random.choice(connections)
-
-
-class RoundRobinSelector(ConnectionSelector):
-    """
-    Selector using round-robin.
-    """
-
-    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
-        super(RoundRobinSelector, self).__init__(opts)
-        self.data = threading.local()
-
-    def select(self, connections: Sequence[Connection]) -> Any:
-        self.data.rr = getattr(self.data, "rr", -1) + 1
-        self.data.rr %= len(connections)
-        return connections[self.data.rr]
-
-
-class ConnectionPool(object):
-    """
-    Container holding the :class:`~opensearchpy.Connection` instances,
-    managing the selection process (via a
-    :class:`~opensearchpy.ConnectionSelector`) and dead connections.
-
-    It's only interactions are with the :class:`~opensearchpy.Transport` class
-    that drives all the actions within `ConnectionPool`.
-
-    Initially connections are stored on the class as a list and, along with the
-    connection options, get passed to the `ConnectionSelector` instance for
-    future reference.
-
-    Upon each request the `Transport` will ask for a `Connection` via the
-    `get_connection` method. If the connection fails (its `perform_request`
-    raises a `ConnectionError`) it will be marked as dead (via `mark_dead`) and
-    put on a timeout (if it fails N times in a row the timeout is exponentially
-    longer - the formula is `default_timeout * 2 ** (fail_count - 1)`). When
-    the timeout is over the connection will be resurrected and returned to the
-    live pool. A connection that has been previously marked as dead and
-    succeeds will be marked as live (its fail count will be deleted).
-    """
-
-    connections_opts: Sequence[Tuple[Connection, Any]]
-    connections: Any
-    orig_connections: Tuple[Connection, ...]
-    dead: Any
-    dead_count: Dict[Any, int]
-    dead_timeout: float
-    timeout_cutoff: int
-    selector: Any
-
-    def __init__(
-        self,
-        connections: Any,
-        dead_timeout: float = 60,
-        timeout_cutoff: int = 5,
-        selector_class: Type[ConnectionSelector] = RoundRobinSelector,
-        randomize_hosts: bool = True,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg connections: list of tuples containing the
-            :class:`~opensearchpy.Connection` instance and its options
-        :arg dead_timeout: number of seconds a connection should be retired for
-            after a failure, increases on consecutive failures
-        :arg timeout_cutoff: number of consecutive failures after which the
-            timeout doesn't increase
-        :arg selector_class: :class:`~opensearchpy.ConnectionSelector`
-            subclass to use if more than one connection is live
-        :arg randomize_hosts: shuffle the list of connections upon arrival to
-            avoid dog piling effect across processes
-        """
-        if not connections:
-            raise ImproperlyConfigured(
-                "No defined connections, you need to " "specify at least one host."
-            )
-        self.connection_opts = connections
-        self.connections = [c for (c, opts) in connections]
-        # remember original connection list for resurrect(force=True)
-        self.orig_connections = tuple(self.connections)
-        # PriorityQueue for thread safety and ease of timeout management
-        self.dead = PriorityQueue(len(self.connections))
-        self.dead_count = {}
-
-        if randomize_hosts:
-            # randomize the connection list to avoid all clients hitting same node
-            # after startup/restart
-            random.shuffle(self.connections)
-
-        # default timeout after which to try resurrecting a connection
-        self.dead_timeout = dead_timeout
-        self.timeout_cutoff = timeout_cutoff
-
-        self.selector = selector_class(dict(connections))  # type: ignore
-
-    def mark_dead(self, connection: Any, now: Optional[float] = None) -> None:
-        """
-        Mark the connection as dead (failed). Remove it from the live pool and
-        put it on a timeout.
-
-        :arg connection: the failed instance
-        """
-        # allow inject for testing purposes
-        now = now if now else time.time()
-        try:
-            self.connections.remove(connection)
-        except ValueError:
-            logger.info(
-                "Attempted to remove %r, but it does not exist in the connection pool.",
-                connection,
-            )
-            # connection not alive or another thread marked it already, ignore
-            return
-        else:
-            dead_count = self.dead_count.get(connection, 0) + 1
-            self.dead_count[connection] = dead_count
-            timeout = self.dead_timeout * 2 ** min(dead_count - 1, self.timeout_cutoff)
-            self.dead.put((now + timeout, connection))
-            logger.warning(
-                "Connection %r has failed for %i times in a row, putting on %i second timeout.",
-                connection,
-                dead_count,
-                timeout,
-            )
-
-    def mark_live(self, connection: Any) -> None:
-        """
-        Mark connection as healthy after a resurrection. Resets the fail
-        counter for the connection.
-
-        :arg connection: the connection to redeem
-        """
-        try:
-            del self.dead_count[connection]
-        except KeyError:
-            # race condition, safe to ignore
-            pass
-
-    def resurrect(self, force: bool = False) -> Any:
-        """
-        Attempt to resurrect a connection from the dead pool. It will try to
-        locate one (not all) eligible (its timeout is over) connection to
-        return to the live pool. Any resurrected connection is also returned.
-
-        :arg force: resurrect a connection even if there is none eligible (used
-            when we have no live connections). If force is specified resurrect
-            always returns a connection.
-
-        """
-        # no dead connections
-        if self.dead.empty():
-            # we are forced to return a connection, take one from the original
-            # list. This is to avoid a race condition where get_connection can
-            # see no live connections but when it calls resurrect self.dead is
-            # also empty. We assume that other threat has resurrected all
-            # available connections so we can safely return one at random.
-            if force:
-                return random.choice(self.orig_connections)
-            return
-
-        try:
-            # retrieve a connection to check
-            timeout, connection = self.dead.get(block=False)
-        except Empty:
-            # other thread has been faster and the queue is now empty. If we
-            # are forced, return a connection at random again.
-            if force:
-                return random.choice(self.orig_connections)
-            return
-
-        if not force and timeout > time.time():
-            # return it back if not eligible and not forced
-            self.dead.put((timeout, connection))
-            return
-
-        # either we were forced or the connection is eligible to be retried
-        self.connections.append(connection)
-        logger.info("Resurrecting connection %r (force=%s).", connection, force)
-        return connection
-
-    def get_connection(self) -> Any:
-        """
-        Return a connection from the pool using the `ConnectionSelector`
-        instance.
-
-        It tries to resurrect eligible connections, forces a resurrection when
-        no connections are available and passes the list of live connections to
-        the selector instance to choose from.
-
-        Returns a connection instance and its current fail count.
-        """
-        self.resurrect()
-        connections = self.connections[:]
-
-        # no live nodes, resurrect one by force and return it
-        if not connections:
-            return self.resurrect(True)
-
-        # only call selector if we have a selection
-        if len(connections) > 1:
-            return self.selector.select(connections)
-
-        # only one connection, no need for a selector
-        return connections[0]
-
-    def close(self) -> Any:
-        """
-        Explicitly closes connections
-        """
-        for conn in self.connections:
-            conn.close()
-
-    def __repr__(self) -> str:
-        return "<%s: %r>" % (type(self).__name__, self.connections)
-
-
-class DummyConnectionPool(ConnectionPool):
-    def __init__(self, connections: Any, **kwargs: Any) -> None:
-        if len(connections) != 1:
-            raise ImproperlyConfigured(
-                "DummyConnectionPool needs exactly one " "connection defined."
-            )
-        # we need connection opts for sniffing logic
-        self.connection_opts = connections
-        self.connection: Any = connections[0][0]
-        self.connections = (self.connection,)
-
-    def get_connection(self) -> Any:
-        return self.connection
-
-    def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        self.connection.close()
-
-    def _noop(self, *args: Any, **kwargs: Any) -> Any:
-        pass
-
-    mark_dead = mark_live = resurrect = _noop
-
-
-class EmptyConnectionPool(ConnectionPool):
-    """A connection pool that is empty. Errors out if used."""
-
-    def __init__(self, *_: Any, **__: Any) -> None:
-        self.connections = []
-        self.connection_opts = []
-
-    def get_connection(self) -> Connection:
-        raise ImproperlyConfigured("No connections were configured")
-
-    def _noop(self, *args: Any, **kwargs: Any) -> Any:
-        pass
-
-    close = mark_dead = mark_live = resurrect = _noop
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/exceptions.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/exceptions.py
deleted file mode 100644
index fdea1e2a7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/exceptions.py
+++ /dev/null
@@ -1,210 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, Dict, Type, Union
-
-__all__ = [
-    "ImproperlyConfigured",
-    "OpenSearchException",
-    "SerializationError",
-    "TransportError",
-    "NotFoundError",
-    "ConflictError",
-    "RequestError",
-    "ConnectionError",
-    "SSLError",
-    "ConnectionTimeout",
-    "AuthenticationException",
-    "AuthorizationException",
-    "OpenSearchDslException",
-    "UnknownDslObject",
-    "ValidationException",
-    "IllegalOperation",
-    "OpenSearchWarning",
-    "OpenSearchDeprecationWarning",
-]
-
-
-class ImproperlyConfigured(Exception):
-    """
-    Exception raised when the config passed to the client is inconsistent or invalid.
-    """
-
-
-class OpenSearchException(Exception):
-    """
-    Base class for all exceptions raised by this package's operations (doesn't
-    apply to :class:`~opensearchpy.ImproperlyConfigured`).
-    """
-
-
-class SerializationError(OpenSearchException):
-    """
-    Data passed in failed to serialize properly in the ``Serializer`` being
-    used.
-    """
-
-
-class TransportError(OpenSearchException):
-    """
-    Exception raised when OpenSearch returns a non-OK (>=400) HTTP status code. Or when
-    an actual connection error happens; in that case the ``status_code`` will
-    be set to ``'N/A'``.
-    """
-
-    @property
-    def status_code(self) -> Union[str, int]:
-        """
-        The HTTP status code of the response that precipitated the error or
-        ``'N/A'`` if not applicable.
-        """
-        return self.args[0]  # type: ignore
-
-    @property
-    def error(self) -> str:
-        """A string error message."""
-        return self.args[1]  # type: ignore
-
-    @property
-    def info(self) -> Union[Dict[str, Any], Exception, Any]:
-        """
-        Dict of returned error info from OpenSearch, where available, underlying
-        exception when not.
-        """
-        return self.args[2]
-
-    def __str__(self) -> str:
-        cause = ""
-        try:
-            if self.info and isinstance(self.info, dict) and "error" in self.info:
-                error = self.info["error"]
-                if isinstance(error, dict):
-                    root_cause = error["root_cause"][0]
-                    cause = ", ".join(
-                        filter(
-                            None,
-                            [
-                                repr(root_cause["reason"]),
-                                root_cause.get("resource.id"),
-                                root_cause.get("resource.type"),
-                            ],
-                        )
-                    )
-
-                else:
-                    cause = repr(self.info["error"])
-        except LookupError:
-            pass
-        msg = ", ".join(filter(None, [str(self.status_code), repr(self.error), cause]))
-        return "%s(%s)" % (self.__class__.__name__, msg)
-
-
-class ConnectionError(TransportError):
-    """
-    Error raised when there was an exception while talking to OpenSearch. Original
-    exception from the underlying :class:`~opensearchpy.Connection`
-    implementation is available as ``.info``.
-    """
-
-    def __str__(self) -> str:
-        return "ConnectionError(%s) caused by: %s(%s)" % (
-            self.error,
-            self.info.__class__.__name__,
-            self.info,
-        )
-
-
-class SSLError(ConnectionError):
-    """Error raised when encountering SSL errors."""
-
-
-class ConnectionTimeout(ConnectionError):
-    """A network timeout. Doesn't cause a node retry by default."""
-
-    def __str__(self) -> str:
-        return "ConnectionTimeout caused by - %s(%s)" % (
-            self.info.__class__.__name__,
-            self.info,
-        )
-
-
-class NotFoundError(TransportError):
-    """Exception representing a 404 status code."""
-
-
-class ConflictError(TransportError):
-    """Exception representing a 409 status code."""
-
-
-class RequestError(TransportError):
-    """Exception representing a 400 status code."""
-
-
-class AuthenticationException(TransportError):
-    """Exception representing a 401 status code."""
-
-
-class AuthorizationException(TransportError):
-    """Exception representing a 403 status code."""
-
-
-class OpenSearchDslException(Exception):
-    """Base class for all OpenSearchDsl exceptions"""
-
-
-class UnknownDslObject(OpenSearchDslException):
-    """Exception representing UnknownDSLObject"""
-
-
-class ValidationException(ValueError, OpenSearchDslException):
-    """Exception representing Validation Error"""
-
-
-class IllegalOperation(OpenSearchDslException):
-    """Exception representing IllegalOperation"""
-
-
-class OpenSearchWarning(Warning):
-    """Warning that is raised when a deprecated option
-    or incorrect usage is flagged via the 'Warning' HTTP header.
-    """
-
-
-# Alias of 'OpenSearchWarning' for backwards compatibility.
-# Additional functionality was added to the 'Warning' HTTP header
-# not related to deprecations.
-OpenSearchDeprecationWarning = OpenSearchWarning
-
-
-# more generic mappings from status_code to python exceptions
-HTTP_EXCEPTIONS: Dict[int, Type[OpenSearchException]] = {
-    400: RequestError,
-    401: AuthenticationException,
-    403: AuthorizationException,
-    404: NotFoundError,
-    409: ConflictError,
-}
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/__init__.py
deleted file mode 100644
index 8057de7ec..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/__init__.py
+++ /dev/null
@@ -1,67 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from .._async.helpers.actions import (
-    async_bulk,
-    async_reindex,
-    async_scan,
-    async_streaming_bulk,
-)
-from .actions import (
-    _chunk_actions,
-    _process_bulk_chunk,
-    bulk,
-    expand_action,
-    parallel_bulk,
-    reindex,
-    scan,
-    streaming_bulk,
-)
-from .asyncsigner import AWSV4SignerAsyncAuth
-from .errors import BulkIndexError, ScanError
-from .signer import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
-
-__all__ = [
-    "BulkIndexError",
-    "ScanError",
-    "expand_action",
-    "streaming_bulk",
-    "bulk",
-    "parallel_bulk",
-    "scan",
-    "reindex",
-    "_chunk_actions",
-    "_process_bulk_chunk",
-    "AWSV4SignerAuth",
-    "AWSV4SignerAsyncAuth",
-    "RequestsAWSV4SignerAuth",
-    "Urllib3AWSV4SignerAuth",
-    "async_scan",
-    "async_bulk",
-    "async_reindex",
-    "async_streaming_bulk",
-]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/actions.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/actions.py
deleted file mode 100644
index c7f241390..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/actions.py
+++ /dev/null
@@ -1,691 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import logging
-import time
-from operator import methodcaller
-from typing import Any, Optional
-
-from ..compat import Mapping, Queue, map, string_types
-from ..exceptions import TransportError
-from .errors import BulkIndexError, ScanError
-
-logger = logging.getLogger("opensearchpy.helpers")
-
-
-def expand_action(data: Any) -> Any:
-    """
-    From one document or action definition passed in by the user extract the
-    action/data lines needed for opensearch's
-    :meth:`~opensearchpy.OpenSearch.bulk` api.
-    """
-    # when given a string, assume user wants to index raw json
-    if isinstance(data, string_types):
-        return '{"index":{}}', data
-
-    # make sure we don't alter the action
-    data = data.copy()
-    op_type = data.pop("_op_type", "index")
-    action: Any = {op_type: {}}
-
-    # If '_source' is a dict use it for source
-    # otherwise if op_type == 'update' then
-    # '_source' should be in the metadata.
-    if (
-        op_type == "update"
-        and "_source" in data
-        and not isinstance(data["_source"], Mapping)
-    ):
-        action[op_type]["_source"] = data.pop("_source")
-
-    for key in (
-        "_id",
-        "_index",
-        "_if_seq_no",
-        "_if_primary_term",
-        "_parent",
-        "_percolate",
-        "_retry_on_conflict",
-        "_routing",
-        "_timestamp",
-        "_version",
-        "_version_type",
-        "if_seq_no",
-        "if_primary_term",
-        "parent",
-        "pipeline",
-        "retry_on_conflict",
-        "routing",
-        "version",
-        "version_type",
-    ):
-        if key in data:
-            if key in {
-                "_if_seq_no",
-                "_if_primary_term",
-                "_parent",
-                "_retry_on_conflict",
-                "_routing",
-                "_version",
-                "_version_type",
-            }:
-                action[op_type][key[1:]] = data.pop(key)
-            else:
-                action[op_type][key] = data.pop(key)
-
-    # no data payload for delete
-    if op_type == "delete":
-        return action, None
-
-    return action, data.get("_source", data)
-
-
-class _ActionChunker:
-    def __init__(self, chunk_size: int, max_chunk_bytes: int, serializer: Any) -> None:
-        self.chunk_size = chunk_size
-        self.max_chunk_bytes = max_chunk_bytes
-        self.serializer = serializer
-
-        self.size = 0
-        self.action_count = 0
-        self.bulk_actions: Any = []
-        self.bulk_data: Any = []
-
-    def feed(self, action: Any, data: Any) -> Any:
-        ret = None
-        raw_data, raw_action = data, action
-        action = self.serializer.dumps(action)
-        # +1 to account for the trailing new line character
-        cur_size = len(action.encode("utf-8")) + 1
-
-        if data is not None:
-            data = self.serializer.dumps(data)
-            cur_size += len(data.encode("utf-8")) + 1
-
-        # full chunk, send it and start a new one
-        if self.bulk_actions and (
-            self.size + cur_size > self.max_chunk_bytes
-            or self.action_count == self.chunk_size
-        ):
-            ret = (self.bulk_data, self.bulk_actions)
-            self.bulk_actions, self.bulk_data = [], []
-            self.size, self.action_count = 0, 0
-
-        self.bulk_actions.append(action)
-        if data is not None:
-            self.bulk_actions.append(data)
-            self.bulk_data.append((raw_action, raw_data))
-        else:
-            self.bulk_data.append((raw_action,))
-
-        self.size += cur_size
-        self.action_count += 1
-        return ret
-
-    def flush(self) -> Any:
-        ret = None
-        if self.bulk_actions:
-            ret = (self.bulk_data, self.bulk_actions)
-            self.bulk_actions, self.bulk_data = [], []
-        return ret
-
-
-def _chunk_actions(
-    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
-) -> Any:
-    """
-    Split actions into chunks by number or size, serialize them into strings in
-    the process.
-    """
-    chunker = _ActionChunker(
-        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
-    )
-    for action, data in actions:
-        ret = chunker.feed(action, data)
-        if ret:
-            yield ret
-    ret = chunker.flush()
-    if ret:
-        yield ret
-
-
-def _process_bulk_chunk_success(
-    resp: Any, bulk_data: Any, ignore_status: Any = (), raise_on_error: bool = True
-) -> Any:
-    # if raise on error is set, we need to collect errors per chunk before raising them
-    errors = []
-
-    # go through request-response pairs and detect failures
-    for data, (op_type, item) in zip(
-        bulk_data, map(methodcaller("popitem"), resp["items"])
-    ):
-        status_code = item.get("status", 500)
-
-        ok = 200 <= status_code < 300
-        if not ok and raise_on_error and status_code not in ignore_status:
-            # include original document source
-            if len(data) > 1:
-                item["data"] = data[1]
-            errors.append({op_type: item})
-
-        if ok or not errors:
-            # if we are not just recording all errors to be able to raise
-            # them all at once, yield items individually
-            yield ok, {op_type: item}
-
-    if errors:
-        raise BulkIndexError("%i document(s) failed to index." % len(errors), errors)
-
-
-def _process_bulk_chunk_error(
-    error: Any,
-    bulk_data: Any,
-    ignore_status: Any = (),
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-) -> Any:
-    # default behavior - just propagate exception
-    if raise_on_exception and error.status_code not in ignore_status:
-        raise error
-
-    # if we are not propagating, mark all actions in current chunk as failed
-    err_message = str(error)
-    exc_errors = []
-
-    for data in bulk_data:
-        # collect all the information about failed actions
-        op_type, action = data[0].copy().popitem()
-        info = {"error": err_message, "status": error.status_code, "exception": error}
-        if op_type != "delete":
-            info["data"] = data[1]
-        info.update(action)
-        exc_errors.append({op_type: info})
-
-    # emulate standard behavior for failed actions
-    if raise_on_error and error.status_code not in ignore_status:
-        raise BulkIndexError(
-            "%i document(s) failed to index." % len(exc_errors), exc_errors
-        )
-    else:
-        for err in exc_errors:
-            yield False, err
-
-
-def _process_bulk_chunk(
-    client: Any,
-    bulk_actions: Any,
-    bulk_data: Any,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Send a bulk request to opensearch and process the output.
-    """
-    if not isinstance(ignore_status, (list, tuple)):
-        ignore_status = (ignore_status,)
-
-    try:
-        # send the actual request
-        resp = client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
-    except TransportError as e:
-        gen = _process_bulk_chunk_error(
-            error=e,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_exception=raise_on_exception,
-            raise_on_error=raise_on_error,
-        )
-    else:
-        gen = _process_bulk_chunk_success(
-            resp=resp,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_error=raise_on_error,
-        )
-    for item in gen:
-        yield item
-
-
-def streaming_bulk(
-    client: Any,
-    actions: Any,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    raise_on_error: bool = True,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    max_retries: int = 0,
-    initial_backoff: int = 2,
-    max_backoff: int = 600,
-    yield_ok: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Streaming bulk consumes actions from the iterable passed in and yields
-    results per action. For non-streaming usecases use
-    :func:`~opensearchpy.helpers.bulk` which is a wrapper around streaming
-    bulk that returns summary information about the bulk operation once the
-    entire input is consumed and sent.
-
-    If you specify ``max_retries`` it will also retry any documents that were
-    rejected with a ``429`` status code. To do this it will wait (**by calling
-    time.sleep which will block**) for ``initial_backoff`` seconds and then,
-    every subsequent rejection for the same chunk, for double the time every
-    time up to ``max_backoff`` seconds.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterable containing the actions to be executed
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg max_retries: maximum number of times a document will be retried when
-        ``429`` is received, set to 0 (default) for no retries on ``429``
-    :arg initial_backoff: number of seconds we should wait before the first
-        retry. Any subsequent retries will be powers of ``initial_backoff *
-        2**retry_number``
-    :arg max_backoff: maximum number of seconds a retry will wait
-    :arg yield_ok: if set to False will skip successful documents in the output
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-    actions = map(expand_action_callback, actions)
-
-    for bulk_data, bulk_actions in _chunk_actions(
-        actions, chunk_size, max_chunk_bytes, client.transport.serializer
-    ):
-        for attempt in range(max_retries + 1):
-            to_retry: Any = []
-            to_retry_data: Any = []
-            if attempt:
-                time.sleep(min(max_backoff, initial_backoff * 2 ** (attempt - 1)))
-
-            try:
-                for data, (ok, info) in zip(
-                    bulk_data,
-                    _process_bulk_chunk(
-                        client,
-                        bulk_actions,
-                        bulk_data,
-                        raise_on_exception,
-                        raise_on_error,
-                        ignore_status,
-                        *args,
-                        **kwargs
-                    ),
-                ):
-                    if not ok:
-                        action, info = info.popitem()
-                        # retry if retries enabled, we get 429, and we are not
-                        # in the last attempt
-                        if (
-                            max_retries
-                            and info["status"] == 429
-                            and (attempt + 1) <= max_retries
-                        ):
-                            # _process_bulk_chunk expects strings so we need to
-                            # re-serialize the data
-                            to_retry.extend(
-                                map(client.transport.serializer.dumps, data)
-                            )
-                            to_retry_data.append(data)
-                        else:
-                            yield ok, {action: info}
-                    elif yield_ok:
-                        yield ok, info
-
-            except TransportError as e:
-                # suppress 429 errors since we will retry them
-                if attempt == max_retries or e.status_code != 429:
-                    raise
-            else:
-                if not to_retry:
-                    break
-                # retry only subset of documents that didn't succeed
-                bulk_actions, bulk_data = to_retry, to_retry_data
-
-
-def bulk(
-    client: Any,
-    actions: Any,
-    stats_only: bool = False,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Helper for the :meth:`~opensearchpy.OpenSearch.bulk` api that provides
-    a more human friendly interface - it consumes an iterator of actions and
-    sends them to opensearch in chunks. It returns a tuple with summary
-    information - number of successfully executed actions and either list of
-    errors or number of errors if ``stats_only`` is set to ``True``. Note that
-    by default we raise a ``BulkIndexError`` when we encounter an error so
-    options like ``stats_only`` only apply when ``raise_on_error`` is set to
-    ``False``.
-
-    When errors are being collected original document data is included in the
-    error dictionary which can lead to an extra high memory usage. If you need
-    to process a lot of data and want to ignore/collect errors please consider
-    using the :func:`~opensearchpy.helpers.streaming_bulk` helper which will
-    just return the errors and not store them in memory.
-
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg stats_only: if `True` only report number of successful/failed
-        operations instead of just number of successful and a list of error responses
-    :arg ignore_status: list of HTTP status code that you want to ignore
-
-    Any additional keyword arguments will be passed to
-    :func:`~opensearchpy.helpers.streaming_bulk` which is used to execute
-    the operation, see :func:`~opensearchpy.helpers.streaming_bulk` for more
-    accepted parameters.
-    """
-    success, failed = 0, 0
-
-    # list of errors to be collected is not stats_only
-    errors = []
-
-    # make streaming_bulk yield successful results so we can count them
-    kwargs["yield_ok"] = True
-    for ok, item in streaming_bulk(client, actions, ignore_status=ignore_status, *args, **kwargs):  # type: ignore
-        # go through request-response pairs and detect failures
-        if not ok:
-            if not stats_only:
-                errors.append(item)
-            failed += 1
-        else:
-            success += 1
-
-    return success, failed if stats_only else errors
-
-
-def parallel_bulk(
-    client: Any,
-    actions: Any,
-    thread_count: int = 4,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    queue_size: int = 4,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Parallel version of the bulk helper run in multiple threads at once.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg thread_count: size of the threadpool to use for the bulk requests
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg queue_size: size of the task queue between the main thread (producing
-        chunks to send) and the processing threads.
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-    # Avoid importing multiprocessing unless parallel_bulk is used
-    # to avoid exceptions on restricted environments like App Engine
-    from multiprocessing.pool import ThreadPool
-
-    actions = map(expand_action_callback, actions)
-
-    class BlockingPool(ThreadPool):
-        def _setup_queues(self) -> None:
-            super(BlockingPool, self)._setup_queues()  # type: ignore
-            # The queue must be at least the size of the number of threads to
-            # prevent hanging when inserting sentinel values during teardown.
-            self._inqueue: Any = Queue(max(queue_size, thread_count))
-            self._quick_put = self._inqueue.put
-
-    pool = BlockingPool(thread_count)
-
-    try:
-        for result in pool.imap(
-            lambda bulk_chunk: list(
-                _process_bulk_chunk(
-                    client,
-                    bulk_chunk[1],
-                    bulk_chunk[0],
-                    raise_on_exception,
-                    raise_on_error,
-                    ignore_status,
-                    *args,
-                    **kwargs
-                )
-            ),
-            _chunk_actions(
-                actions, chunk_size, max_chunk_bytes, client.transport.serializer
-            ),
-        ):
-            for item in result:
-                yield item
-
-    finally:
-        pool.close()
-        pool.join()
-
-
-def scan(
-    client: Any,
-    query: Any = None,
-    scroll: Optional[str] = "5m",
-    raise_on_error: Optional[bool] = True,
-    preserve_order: Optional[bool] = False,
-    size: Optional[int] = 1000,
-    request_timeout: Optional[float] = None,
-    clear_scroll: Optional[bool] = True,
-    scroll_kwargs: Any = None,
-    **kwargs: Any
-) -> Any:
-    """
-    Simple abstraction on top of the
-    :meth:`~opensearchpy.OpenSearch.scroll` api - a simple iterator that
-    yields all hits as returned by underlining scroll requests.
-
-    By default scan does not return results in any pre-determined order. To
-    have a standard order in the returned documents (either by score or
-    explicit sort definition) when scrolling, use ``preserve_order=True``. This
-    may be an expensive operation and will negate the performance benefits of
-    using ``scan``.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg raise_on_error: raises an exception (``ScanError``) if an error is
-        encountered (some shards fail to execute). By default we raise.
-    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
-        cause the scroll to paginate with preserving the order. Note that this
-        can be an extremely expensive operation and can easily lead to
-        unpredictable results, use with caution.
-    :arg size: size (per shard) of the batch send at each iteration.
-    :arg request_timeout: explicit timeout for each call to ``scan``
-    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
-        scroll API at the end of the method on completion or error, defaults
-        to true.
-    :arg scroll_kwargs: additional kwargs to be passed to
-        :meth:`~opensearchpy.OpenSearch.scroll`
-
-    Any additional keyword arguments will be passed to the initial
-    :meth:`~opensearchpy.OpenSearch.search` call::
-
-        scan(client,
-            query={"query": {"match": {"title": "python"}}},
-            index="orders-*",
-            doc_type="books"
-        )
-
-    """
-    scroll_kwargs = scroll_kwargs or {}
-
-    if not preserve_order:
-        query = query.copy() if query else {}
-        query["sort"] = "_doc"
-
-    # Grab options that should be propagated to every
-    # API call within this helper instead of just 'search()'
-    transport_kwargs = {}
-    for key in ("headers", "api_key", "http_auth"):
-        if key in kwargs:
-            transport_kwargs[key] = kwargs[key]
-
-    # If the user is using 'scroll_kwargs' we want
-    # to propagate there too, but to not break backwards
-    # compatibility we'll not override anything already given.
-    if scroll_kwargs is not None and transport_kwargs:
-        for key, val in transport_kwargs.items():
-            scroll_kwargs.setdefault(key, val)
-
-    # initial search
-    resp = client.search(
-        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
-    )
-    scroll_id = resp.get("_scroll_id")
-
-    try:
-        while scroll_id and resp.get("hits", {}).get("hits"):
-            for hit in resp.get("hits", {}).get("hits", []):
-                yield hit
-
-            _shards = resp.get("_shards")
-
-            if _shards:
-                # Default to 0 if the value isn't included in the response
-                shards_successful = _shards.get("successful", 0)
-                shards_skipped = _shards.get("skipped", 0)
-                shards_total = _shards.get("total", 0)
-
-            # check if we have any errors
-            if (shards_successful + shards_skipped) < shards_total:
-                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
-                logger.warning(
-                    shards_message,
-                    shards_successful,
-                    shards_skipped,
-                    shards_total,
-                )
-                if raise_on_error:
-                    raise ScanError(
-                        scroll_id,
-                        shards_message
-                        % (
-                            shards_successful,
-                            shards_skipped,
-                            shards_total,
-                        ),
-                    )
-
-            resp = client.scroll(
-                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
-            )
-            scroll_id = resp.get("_scroll_id")
-
-    finally:
-        if scroll_id and clear_scroll:
-            client.clear_scroll(
-                body={"scroll_id": [scroll_id]}, ignore=(404,), **transport_kwargs
-            )
-
-
-def reindex(
-    client: Any,
-    source_index: Any,
-    target_index: Any,
-    query: Any = None,
-    target_client: Any = None,
-    chunk_size: int = 500,
-    scroll: str = "5m",
-    scan_kwargs: Any = {},
-    bulk_kwargs: Any = {},
-) -> Any:
-    """
-    Reindex all documents from one index that satisfy a given query
-    to another, potentially (if `target_client` is specified) on a different cluster.
-    If you don't specify the query you will reindex all the documents.
-
-    Since ``2.3`` a :meth:`~opensearchpy.OpenSearch.reindex` api is
-    available as part of opensearch itself. It is recommended to use the api
-    instead of this helper wherever possible. The helper is here mostly for
-    backwards compatibility and for situations where more flexibility is
-    needed.
-
-    .. note::
-
-        This helper doesn't transfer mappings, just the data.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use (for
-        read if `target_client` is specified as well)
-    :arg source_index: index (or list of indices) to read documents from
-    :arg target_index: name of the index in the target cluster to populate
-    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
-    :arg target_client: optional, is specified will be used for writing (thus
-        enabling reindex between clusters)
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg scan_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.scan`
-    :arg bulk_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.bulk`
-    """
-    target_client = client if target_client is None else target_client
-    docs = scan(client, query=query, index=source_index, scroll=scroll, **scan_kwargs)
-
-    def _change_doc_index(hits: Any, index: Any) -> Any:
-        for h in hits:
-            h["_index"] = index
-            if "fields" in h:
-                h.update(h.pop("fields"))
-            yield h
-
-    kwargs = {"stats_only": True}
-    kwargs.update(bulk_kwargs)
-    return bulk(
-        target_client,
-        _change_doc_index(docs, target_index),
-        chunk_size=chunk_size,
-        **kwargs
-    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/aggs.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/aggs.py
deleted file mode 100644
index a9b87521b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/aggs.py
+++ /dev/null
@@ -1,457 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import collections.abc as collections_abc
-from typing import Any, Optional
-
-from .response.aggs import AggResponse, BucketData, FieldBucketData, TopHitsData
-from .utils import DslBase
-
-
-def A(  # pylint: disable=invalid-name
-    name_or_agg: Any, filter: Any = None, **params: Any
-) -> Any:
-    if filter is not None:
-        if name_or_agg != "filter":
-            raise ValueError(
-                "Aggregation %r doesn't accept positional argument 'filter'."
-                % name_or_agg
-            )
-        params["filter"] = filter
-
-    # {"terms": {"field": "tags"}, "aggs": {...}}
-    if isinstance(name_or_agg, collections_abc.Mapping):
-        if params:
-            raise ValueError("A() cannot accept parameters when passing in a dict.")
-        # copy to avoid modifying in-place
-        agg = name_or_agg.copy()  # type: ignore
-        # pop out nested aggs
-        aggs = agg.pop("aggs", None)
-        # pop out meta data
-        meta = agg.pop("meta", None)
-        # should be {"terms": {"field": "tags"}}
-        if len(agg) != 1:
-            raise ValueError(
-                'A() can only accept dict with an aggregation ({"terms": {...}}). '
-                "Instead it got (%r)" % name_or_agg
-            )
-        agg_type, params = agg.popitem()
-        if aggs:
-            params = params.copy()
-            params["aggs"] = aggs
-        if meta:
-            params = params.copy()
-            params["meta"] = meta
-        return Agg.get_dsl_class(agg_type)(_expand__to_dot=False, **params)
-
-    # Terms(...) just return the nested agg
-    elif isinstance(name_or_agg, Agg):
-        if params:
-            raise ValueError(
-                "A() cannot accept parameters when passing in an Agg object."
-            )
-        return name_or_agg
-
-    # "terms", field="tags"
-    return Agg.get_dsl_class(name_or_agg)(**params)
-
-
-class Agg(DslBase):
-    _type_name: str = "agg"
-    _type_shortcut = staticmethod(A)
-    name: Optional[str] = None
-
-    def __contains__(self, key: Any) -> bool:
-        return False
-
-    def to_dict(self) -> Any:
-        d = super(Agg, self).to_dict()
-        if "meta" in d[self.name]:
-            d["meta"] = d[self.name].pop("meta")
-        return d
-
-    def result(self, search: Any, data: Any) -> Any:
-        return AggResponse(self, search, data)
-
-
-class AggBase(object):
-    _param_defs = {
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-    def __contains__(self: Any, key: Any) -> bool:
-        return key in self._params.get("aggs", {})
-
-    def __getitem__(self: Any, agg_name: Any) -> Any:
-        agg = self._params.setdefault("aggs", {})[agg_name]  # propagate KeyError
-
-        # make sure we're not mutating a shared state - whenever accessing a
-        # bucket, return a shallow copy of it to be safe
-        if isinstance(agg, Bucket):
-            agg = A(agg.name, **agg._params)
-            # be sure to store the copy so any modifications to it will affect us
-            self._params["aggs"][agg_name] = agg
-
-        return agg
-
-    def __setitem__(self: Any, agg_name: str, agg: Any) -> None:
-        self.aggs[agg_name] = A(agg)
-
-    def __iter__(self: Any) -> Any:
-        return iter(self.aggs)
-
-    def _agg(
-        self: Any, bucket: Any, name: Any, agg_type: Any, *args: Any, **params: Any
-    ) -> Any:
-        agg = self[name] = A(agg_type, *args, **params)
-
-        # For chaining - when creating new buckets return them...
-        if bucket:
-            return agg
-        # otherwise return self._base so we can keep chaining
-        else:
-            return self._base
-
-    def metric(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(False, name, agg_type, *args, **params)
-
-    def bucket(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(True, name, agg_type, *args, **params)
-
-    def pipeline(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(False, name, agg_type, *args, **params)
-
-    def result(self: Any, search: Any, data: Any) -> Any:
-        return BucketData(self, search, data)
-
-
-class Bucket(AggBase, Agg):
-    def __init__(self, **params: Any) -> None:
-        super(Bucket, self).__init__(**params)
-        # remember self for chaining
-        self._base = self
-
-    def to_dict(self) -> Any:
-        d = super(AggBase, self).to_dict()
-        if "aggs" in d[self.name]:
-            d["aggs"] = d[self.name].pop("aggs")
-        return d
-
-
-class Filter(Bucket):
-    name: Optional[str] = "filter"
-    _param_defs = {
-        "filter": {"type": "query"},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-    def __init__(self, filter: Any = None, **params: Any) -> None:
-        if filter is not None:
-            params["filter"] = filter
-        super(Filter, self).__init__(**params)
-
-    def to_dict(self) -> Any:
-        d = super(Filter, self).to_dict()
-        d[self.name].update(d[self.name].pop("filter", {}))
-        return d
-
-
-class Pipeline(Agg):
-    pass
-
-
-# bucket aggregations
-class Filters(Bucket):
-    name: str = "filters"
-    _param_defs = {
-        "filters": {"type": "query", "hash": True},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-
-class Children(Bucket):
-    name = "children"
-
-
-class Parent(Bucket):
-    name = "parent"
-
-
-class DateHistogram(Bucket):
-    name = "date_histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class AutoDateHistogram(DateHistogram):
-    name = "auto_date_histogram"
-
-
-class DateRange(Bucket):
-    name = "date_range"
-
-
-class GeoDistance(Bucket):
-    name = "geo_distance"
-
-
-class GeohashGrid(Bucket):
-    name = "geohash_grid"
-
-
-class GeotileGrid(Bucket):
-    name = "geotile_grid"
-
-
-class GeoCentroid(Bucket):
-    name = "geo_centroid"
-
-
-class Global(Bucket):
-    name = "global"
-
-
-class Histogram(Bucket):
-    name = "histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class IPRange(Bucket):
-    name = "ip_range"
-
-
-class Missing(Bucket):
-    name = "missing"
-
-
-class Nested(Bucket):
-    name = "nested"
-
-
-class Range(Bucket):
-    name = "range"
-
-
-class RareTerms(Bucket):
-    name = "rare_terms"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class ReverseNested(Bucket):
-    name = "reverse_nested"
-
-
-class SignificantTerms(Bucket):
-    name = "significant_terms"
-
-
-class SignificantText(Bucket):
-    name = "significant_text"
-
-
-class Terms(Bucket):
-    name = "terms"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class Sampler(Bucket):
-    name = "sampler"
-
-
-class DiversifiedSampler(Bucket):
-    name = "diversified_sampler"
-
-
-class Composite(Bucket):
-    name = "composite"
-    _param_defs = {
-        "sources": {"type": "agg", "hash": True, "multi": True},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-
-class VariableWidthHistogram(Bucket):
-    name = "variable_width_histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-# metric aggregations
-class TopHits(Agg):
-    name = "top_hits"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return TopHitsData(self, search, data)
-
-
-class Avg(Agg):
-    name = "avg"
-
-
-class WeightedAvg(Agg):
-    name = "weighted_avg"
-
-
-class Cardinality(Agg):
-    name = "cardinality"
-
-
-class ExtendedStats(Agg):
-    name = "extended_stats"
-
-
-class Boxplot(Agg):
-    name = "boxplot"
-
-
-class GeoBounds(Agg):
-    name = "geo_bounds"
-
-
-class Max(Agg):
-    name = "max"
-
-
-class MedianAbsoluteDeviation(Agg):
-    name = "median_absolute_deviation"
-
-
-class Min(Agg):
-    name = "min"
-
-
-class Percentiles(Agg):
-    name = "percentiles"
-
-
-class PercentileRanks(Agg):
-    name = "percentile_ranks"
-
-
-class ScriptedMetric(Agg):
-    name = "scripted_metric"
-
-
-class Stats(Agg):
-    name = "stats"
-
-
-class Sum(Agg):
-    name = "sum"
-
-
-class TTest(Agg):
-    name = "t_test"
-
-
-class ValueCount(Agg):
-    name = "value_count"
-
-
-# pipeline aggregations
-class AvgBucket(Pipeline):
-    name = "avg_bucket"
-
-
-class BucketScript(Pipeline):
-    name = "bucket_script"
-
-
-class BucketSelector(Pipeline):
-    name = "bucket_selector"
-
-
-class CumulativeSum(Pipeline):
-    name = "cumulative_sum"
-
-
-class CumulativeCardinality(Pipeline):
-    name = "cumulative_cardinality"
-
-
-class Derivative(Pipeline):
-    name = "derivative"
-
-
-class ExtendedStatsBucket(Pipeline):
-    name = "extended_stats_bucket"
-
-
-class Inference(Pipeline):
-    name = "inference"
-
-
-class MaxBucket(Pipeline):
-    name = "max_bucket"
-
-
-class MinBucket(Pipeline):
-    name = "min_bucket"
-
-
-class MovingFn(Pipeline):
-    name = "moving_fn"
-
-
-class MovingAvg(Pipeline):
-    name = "moving_avg"
-
-
-class MovingPercentiles(Pipeline):
-    name = "moving_percentiles"
-
-
-class Normalize(Pipeline):
-    name = "normalize"
-
-
-class PercentilesBucket(Pipeline):
-    name = "percentiles_bucket"
-
-
-class SerialDiff(Pipeline):
-    name = "serial_diff"
-
-
-class StatsBucket(Pipeline):
-    name = "stats_bucket"
-
-
-class SumBucket(Pipeline):
-    name = "sum_bucket"
-
-
-class BucketSort(Pipeline):
-    name = "bucket_sort"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/analysis.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/analysis.py
deleted file mode 100644
index ff5d46b9a..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/analysis.py
+++ /dev/null
@@ -1,310 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any, Optional
-
-import six
-
-from opensearchpy.connection.connections import get_connection
-
-from .utils import AttrDict, DslBase, merge
-
-
-class AnalysisBase(object):
-    @classmethod
-    def _type_shortcut(
-        cls: Any, name_or_instance: Any, type: Any = None, **kwargs: Any
-    ) -> Any:
-        if isinstance(name_or_instance, cls):
-            if type or kwargs:
-                raise ValueError("%s() cannot accept parameters." % cls.__name__)
-            return name_or_instance
-
-        if not (type or kwargs):
-            return cls.get_dsl_class("builtin")(name_or_instance)
-
-        return cls.get_dsl_class(type, "custom")(
-            name_or_instance, type or "custom", **kwargs
-        )
-
-
-class CustomAnalysis(object):
-    name: Optional[str] = "custom"
-
-    def __init__(
-        self, filter_name: str, builtin_type: str = "custom", **kwargs: Any
-    ) -> None:
-        self._builtin_type = builtin_type
-        self._name = filter_name
-        super(CustomAnalysis, self).__init__(**kwargs)
-
-    def to_dict(self) -> Any:
-        # only name to present in lists
-        return self._name
-
-    def get_definition(self) -> Any:
-        d = super(CustomAnalysis, self).to_dict()  # type: ignore
-        d = d.pop(self.name)
-        d["type"] = self._builtin_type
-        return d
-
-
-class CustomAnalysisDefinition(CustomAnalysis):
-    def get_analysis_definition(self: Any) -> Any:
-        out = {self._type_name: {self._name: self.get_definition()}}
-
-        t: Any = getattr(self, "tokenizer", None)
-        if "tokenizer" in self._param_defs and hasattr(t, "get_definition"):
-            out["tokenizer"] = {t._name: t.get_definition()}
-
-        filters = {
-            f._name: f.get_definition()
-            for f in self.filter
-            if hasattr(f, "get_definition")
-        }
-        if filters:
-            out["filter"] = filters
-
-        # any sub filter definitions like multiplexers etc?
-        for f in self.filter:
-            if hasattr(f, "get_analysis_definition"):
-                d = f.get_analysis_definition()
-                if d:
-                    merge(out, d, True)
-
-        char_filters = {
-            f._name: f.get_definition()
-            for f in self.char_filter
-            if hasattr(f, "get_definition")
-        }
-        if char_filters:
-            out["char_filter"] = char_filters
-
-        return out
-
-
-class BuiltinAnalysis(object):
-    name: Optional[str] = "builtin"
-
-    def __init__(self, name: Any) -> None:
-        self._name = name
-        super(BuiltinAnalysis, self).__init__()
-
-    def to_dict(self) -> Any:
-        # only name to present in lists
-        return self._name
-
-
-class Analyzer(AnalysisBase, DslBase):
-    _type_name: str = "analyzer"
-    name: Optional[str] = None
-
-
-class BuiltinAnalyzer(BuiltinAnalysis, Analyzer):
-    def get_analysis_definition(self) -> Any:
-        return {}
-
-
-class CustomAnalyzer(CustomAnalysisDefinition, Analyzer):
-    _param_defs = {
-        "filter": {"type": "token_filter", "multi": True},
-        "char_filter": {"type": "char_filter", "multi": True},
-        "tokenizer": {"type": "tokenizer"},
-    }
-
-    def simulate(
-        self,
-        text: Any,
-        using: str = "default",
-        explain: bool = False,
-        attributes: Any = None,
-    ) -> Any:
-        """
-        Use the Analyze API of opensearch to test the outcome of this analyzer.
-
-        :arg text: Text to be analyzed
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg explain: will output all token attributes for each token. You can
-            filter token attributes you want to output by setting ``attributes``
-            option.
-        :arg attributes: if ``explain`` is specified, filter the token
-            attributes to return.
-        """
-        opensearch = get_connection(using)
-
-        body = {"text": text, "explain": explain}
-        if attributes:
-            body["attributes"] = attributes
-
-        definition = self.get_analysis_definition()
-        analyzer_def = self.get_definition()
-
-        for section in ("tokenizer", "char_filter", "filter"):
-            if section not in analyzer_def:
-                continue
-            sec_def = definition.get(section, {})
-            sec_names = analyzer_def[section]
-
-            if isinstance(sec_names, six.string_types):
-                body[section] = sec_def.get(sec_names, sec_names)
-            else:
-                body[section] = [
-                    sec_def.get(sec_name, sec_name) for sec_name in sec_names
-                ]
-
-        if self._builtin_type != "custom":
-            body["analyzer"] = self._builtin_type
-
-        return AttrDict(opensearch.indices.analyze(body=body))
-
-
-class Normalizer(AnalysisBase, DslBase):
-    _type_name: str = "normalizer"
-    name: Optional[str] = None
-
-
-class BuiltinNormalizer(BuiltinAnalysis, Normalizer):
-    def get_analysis_definition(self) -> Any:
-        return {}
-
-
-class CustomNormalizer(CustomAnalysisDefinition, Normalizer):
-    _param_defs = {
-        "filter": {"type": "token_filter", "multi": True},
-        "char_filter": {"type": "char_filter", "multi": True},
-    }
-
-
-class Tokenizer(AnalysisBase, DslBase):
-    _type_name: str = "tokenizer"
-    name: Optional[str] = None
-
-
-class BuiltinTokenizer(BuiltinAnalysis, Tokenizer):
-    pass
-
-
-class CustomTokenizer(CustomAnalysis, Tokenizer):
-    pass
-
-
-class TokenFilter(AnalysisBase, DslBase):
-    _type_name: str = "token_filter"
-    name: Optional[str] = None
-
-
-class BuiltinTokenFilter(BuiltinAnalysis, TokenFilter):
-    pass
-
-
-class CustomTokenFilter(CustomAnalysis, TokenFilter):
-    pass
-
-
-class MultiplexerTokenFilter(CustomTokenFilter):
-    name = "multiplexer"
-
-    def get_definition(self) -> Any:
-        d = super(CustomTokenFilter, self).get_definition()
-
-        if "filters" in d:
-            d["filters"] = [
-                # comma delimited string given by user
-                (
-                    fs
-                    if isinstance(fs, six.string_types)
-                    else
-                    # list of strings or TokenFilter objects
-                    ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
-                )
-                for fs in self.filters
-            ]
-        return d
-
-    def get_analysis_definition(self) -> Any:
-        if not hasattr(self, "filters"):
-            return {}
-
-        fs: Any = {}
-        d = {"filter": fs}
-        for filters in self.filters:
-            if isinstance(filters, six.string_types):
-                continue
-            fs.update(
-                {
-                    f._name: f.get_definition()
-                    for f in filters
-                    if hasattr(f, "get_definition")
-                }
-            )
-        return d
-
-
-class ConditionalTokenFilter(CustomTokenFilter):
-    name = "condition"
-
-    def get_definition(self) -> Any:
-        d = super(CustomTokenFilter, self).get_definition()
-        if "filter" in d:
-            d["filter"] = [
-                f.to_dict() if hasattr(f, "to_dict") else f for f in self.filter
-            ]
-        return d
-
-    def get_analysis_definition(self) -> Any:
-        if not hasattr(self, "filter"):
-            return {}
-
-        return {
-            "filter": {
-                f._name: f.get_definition()
-                for f in self.filter
-                if hasattr(f, "get_definition")
-            }
-        }
-
-
-class CharFilter(AnalysisBase, DslBase):
-    _type_name: str = "char_filter"
-    name: Optional[str] = None
-
-
-class BuiltinCharFilter(BuiltinAnalysis, CharFilter):
-    pass
-
-
-class CustomCharFilter(CustomAnalysis, CharFilter):
-    pass
-
-
-# shortcuts for direct use
-analyzer = Analyzer._type_shortcut
-tokenizer = Tokenizer._type_shortcut
-token_filter = TokenFilter._type_shortcut
-char_filter = CharFilter._type_shortcut
-normalizer = Normalizer._type_shortcut
-
-__all__ = ["tokenizer", "analyzer", "char_filter", "token_filter", "normalizer"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/asyncsigner.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/asyncsigner.py
deleted file mode 100644
index c045f1384..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/asyncsigner.py
+++ /dev/null
@@ -1,82 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Dict, Optional, Union
-
-
-class AWSV4SignerAsyncAuth:
-    """
-    AWS V4 Request Signer for Async Requests.
-    """
-
-    def __init__(self, credentials: Any, region: str, service: str = "es") -> None:
-        if not credentials:
-            raise ValueError("Credentials cannot be empty")
-        self.credentials = credentials
-
-        if not region:
-            raise ValueError("Region cannot be empty")
-        self.region = region
-
-        if not service:
-            raise ValueError("Service name cannot be empty")
-        self.service = service
-
-    def __call__(
-        self,
-        method: str,
-        url: str,
-        query_string: Optional[str] = None,
-        body: Optional[Union[str, bytes]] = None,
-    ) -> Dict[str, str]:
-        return self._sign_request(method, url, query_string, body)
-
-    def _sign_request(
-        self,
-        method: str,
-        url: str,
-        query_string: Optional[str],
-        body: Optional[Union[str, bytes]],
-    ) -> Dict[str, str]:
-        """
-        This method helps in signing the request by injecting the required headers.
-        :param prepared_request: unsigned headers
-        :return: signed headers
-        """
-
-        from botocore.auth import SigV4Auth
-        from botocore.awsrequest import AWSRequest
-
-        # create an AWS request object and sign it using SigV4Auth
-        aws_request = AWSRequest(
-            method=method,
-            url=url,
-            data=body,
-        )
-
-        # credentials objects expose access_key, secret_key and token attributes
-        # via @property annotations that call _refresh() on every access,
-        # creating a race condition if the credentials expire before secret_key
-        # is called but after access_key- the end result is the access_key doesn't
-        # correspond to the secret_key used to sign the request. To avoid this,
-        # get_frozen_credentials() which returns non-refreshing credentials is
-        # called if it exists.
-        credentials = (
-            self.credentials.get_frozen_credentials()
-            if hasattr(self.credentials, "get_frozen_credentials")
-            and callable(self.credentials.get_frozen_credentials)
-            else self.credentials
-        )
-
-        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
-        sig_v4_auth.add_auth(aws_request)
-        aws_request.headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
-
-        # copy the headers from AWS request object into the prepared_request
-        return dict(aws_request.headers.items())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/document.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/document.py
deleted file mode 100644
index f3595bcfd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/document.py
+++ /dev/null
@@ -1,527 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from fnmatch import fnmatch
-from typing import Any, Tuple, Type
-
-from six import add_metaclass, iteritems
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.exceptions import NotFoundError, RequestError
-
-from ..exceptions import IllegalOperation, ValidationException
-from .field import Field
-from .index import Index
-from .mapping import Mapping
-from .search import Search
-from .utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
-
-
-class MetaField(object):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        self.args, self.kwargs = args, kwargs
-
-
-class DocumentMeta(type):
-    def __new__(
-        cls: Any,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        # DocumentMeta filters attrs in place
-        attrs["_doc_type"] = DocumentOptions(name, bases, attrs)
-        return super(DocumentMeta, cls).__new__(cls, name, bases, attrs)
-
-
-class IndexMeta(DocumentMeta):
-    # global flag to guard us from associating an Index with the base Document
-    # class, only user defined subclasses should have an _index attr
-    _document_initialized = False
-
-    def __new__(
-        cls: Any,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        new_cls = super(IndexMeta, cls).__new__(cls, name, bases, attrs)
-        if cls._document_initialized:
-            index_opts = attrs.pop("Index", None)
-            index = cls.construct_index(index_opts, bases)
-            new_cls._index = index
-            index.document(new_cls)
-        cls._document_initialized = True
-        return new_cls
-
-    @classmethod
-    def construct_index(cls, opts: Any, bases: Any) -> Any:
-        if opts is None:
-            for b in bases:
-                if hasattr(b, "_index"):
-                    return b._index
-
-            # Set None as Index name so it will set _all while making the query
-            return Index(name=None)
-
-        i = Index(getattr(opts, "name", "*"), using=getattr(opts, "using", "default"))
-        i.settings(**getattr(opts, "settings", {}))
-        i.aliases(**getattr(opts, "aliases", {}))
-        for a in getattr(opts, "analyzers", ()):
-            i.analyzer(a)
-        return i
-
-
-class DocumentOptions(object):
-    def __init__(
-        self,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> None:
-        meta = attrs.pop("Meta", None)
-
-        # create the mapping instance
-        self.mapping = getattr(meta, "mapping", Mapping())
-
-        # register all declared fields into the mapping
-        for name, value in list(iteritems(attrs)):
-            if isinstance(value, Field):
-                self.mapping.field(name, value)
-                del attrs[name]
-
-        # add all the mappings for meta fields
-        for name in dir(meta):
-            if isinstance(getattr(meta, name, None), MetaField):
-                params = getattr(meta, name)
-                self.mapping.meta(name, *params.args, **params.kwargs)
-
-        # document inheritance - include the fields from parents' mappings
-        for b in bases:
-            if hasattr(b, "_doc_type") and hasattr(b._doc_type, "mapping"):
-                self.mapping.update(b._doc_type.mapping, update_only=True)
-
-    @property
-    def name(self) -> Any:
-        return self.mapping.properties.name
-
-
-@add_metaclass(DocumentMeta)
-class InnerDoc(ObjectBase):
-    """
-    Common class for inner documents like Object or Nested
-    """
-
-    @classmethod
-    def from_opensearch(cls, data: Any, data_only: bool = False) -> Any:
-        if data_only:
-            data = {"_source": data}
-        return super(InnerDoc, cls).from_opensearch(data)
-
-
-@add_metaclass(IndexMeta)
-class Document(ObjectBase):
-    """
-    Model-like class for persisting documents in opensearch.
-    """
-
-    @classmethod
-    def _matches(cls: Any, hit: Any) -> Any:
-        if cls._index._name is None:
-            return True
-        return fnmatch(hit.get("_index", ""), cls._index._name)
-
-    @classmethod
-    def _get_using(cls: Any, using: Any = None) -> Any:
-        return using or cls._index._using
-
-    @classmethod
-    def _get_connection(cls, using: Any = None) -> Any:
-        return get_connection(cls._get_using(using))
-
-    @classmethod
-    def _default_index(cls: Any, index: Any = None) -> Any:
-        return index or cls._index._name
-
-    @classmethod
-    def init(cls: Any, index: Any = None, using: Any = None) -> None:
-        """
-        Create the index and populate the mappings in opensearch.
-        """
-        i = cls._index
-        if index:
-            i = i.clone(name=index)
-        i.save(using=using)
-
-    def _get_index(self, index: Any = None, required: bool = True) -> Any:
-        if index is None:
-            index = getattr(self.meta, "index", None)
-        if index is None:
-            index = getattr(self._index, "_name", None)
-        if index is None and required:
-            raise ValidationException("No index")
-        if index and "*" in index:
-            raise ValidationException("You cannot write to a wildcard index.")
-        return index
-
-    def __repr__(self) -> str:
-        return "{}({})".format(
-            self.__class__.__name__,
-            ", ".join(
-                "{}={!r}".format(key, getattr(self.meta, key))
-                for key in ("index", "id")
-                if key in self.meta
-            ),
-        )
-
-    @classmethod
-    def search(cls, using: Any = None, index: Any = None) -> Any:
-        """
-        Create an :class:`~opensearchpy.Search` instance that will search
-        over this ``Document``.
-        """
-        return Search(
-            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
-        )
-
-    @classmethod
-    def get(cls: Any, id: Any, using: Any = None, index: Any = None, **kwargs: Any) -> Any:  # type: ignore
-        """
-        Retrieve a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to be retrieved
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.get`` unchanged.
-        """
-        opensearch = cls._get_connection(using)
-        doc = opensearch.get(index=cls._default_index(index), id=id, **kwargs)
-        if not doc.get("found", False):
-            return None
-        return cls.from_opensearch(doc)
-
-    @classmethod
-    def exists(
-        cls, id: Any, using: Any = None, index: Any = None, **kwargs: Any
-    ) -> Any:
-        """
-        check if exists a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to check if exists
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.exists`` unchanged.
-        """
-        opensearch = cls._get_connection(using)
-        return opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
-
-    @classmethod
-    def mget(
-        cls,
-        docs: Any,
-        using: Any = None,
-        index: Any = None,
-        raise_on_error: bool = True,
-        missing: str = "none",
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve multiple document by their ``id``'s. Returns a list of instances
-        in the same order as requested.
-
-        :arg docs: list of ``id``'s of the documents to be retrieved or a list
-            of document specifications as per
-            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg missing: what to do when one of the documents requested is not
-            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
-            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.mget`` unchanged.
-        """
-        if missing not in ("raise", "skip", "none"):
-            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
-        opensearch = cls._get_connection(using)
-        body = {
-            "docs": [
-                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
-                for doc in docs
-            ]
-        }
-        results = opensearch.mget(body, index=cls._default_index(index), **kwargs)
-
-        objs: Any = []
-        error_docs: Any = []
-        missing_docs: Any = []
-        for doc in results["docs"]:
-            if doc.get("found"):
-                if error_docs or missing_docs:
-                    # We're going to raise an exception anyway, so avoid an
-                    # expensive call to cls.from_opensearch().
-                    continue
-
-                objs.append(cls.from_opensearch(doc))
-
-            elif doc.get("error"):
-                if raise_on_error:
-                    error_docs.append(doc)
-                if missing == "none":
-                    objs.append(None)
-
-            # The doc didn't cause an error, but the doc also wasn't found.
-            elif missing == "raise":
-                missing_docs.append(doc)
-            elif missing == "none":
-                objs.append(None)
-
-        if error_docs:
-            error_ids = [doc["_id"] for doc in error_docs]
-            message = "Required routing not provided for documents %s."
-            message %= ", ".join(error_ids)
-            raise RequestError(400, message, error_docs)
-        if missing_docs:
-            missing_ids = [doc["_id"] for doc in missing_docs]
-            message = "Documents %s not found." % ", ".join(missing_ids)
-            raise NotFoundError(404, message, {"docs": missing_docs})
-        return objs
-
-    def delete(self, using: Any = None, index: Any = None, **kwargs: Any) -> Any:
-        """
-        Delete the instance in opensearch.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.delete`` unchanged.
-        """
-        opensearch = self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        opensearch.delete(index=self._get_index(index), **doc_meta)
-
-    def to_dict(self, include_meta: bool = False, skip_empty: bool = True) -> Any:  # type: ignore
-        """
-        Serialize the instance into a dictionary so that it can be saved in opensearch.
-
-        :arg include_meta: if set to ``True`` will include all the metadata
-            (``_index``, ``_id`` etc). Otherwise just the document's
-            data is serialized. This is useful when passing multiple instances into
-            ``opensearchpy.helpers.bulk``.
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        """
-        d = super(Document, self).to_dict(skip_empty=skip_empty)
-        if not include_meta:
-            return d
-
-        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # in case of to_dict include the index unlike save/update/delete
-        index = self._get_index(required=False)
-        if index is not None:
-            meta["_index"] = index
-
-        meta["_source"] = d
-        return meta
-
-    def update(
-        self,
-        using: Any = None,
-        index: Any = None,
-        detect_noop: bool = True,
-        doc_as_upsert: bool = False,
-        refresh: bool = False,
-        retry_on_conflict: Any = None,
-        script: Any = None,
-        script_id: Any = None,
-        scripted_upsert: bool = False,
-        upsert: Any = None,
-        return_doc_meta: bool = False,
-        **fields: Any,
-    ) -> Any:
-        """
-        Partial update of the document, specify fields you wish to update and
-        both the instance and the document in opensearch will be updated::
-
-            doc = MyDocument(title='Document Title!')
-            doc.save()
-            doc.update(title='New Document Title!')
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg detect_noop: Set to ``False`` to disable noop detection.
-        :arg refresh: Control when the changes made by this request are visible
-            to search. Set to ``True`` for immediate effect.
-        :arg retry_on_conflict: In between the get and indexing phases of the
-            update, it is possible that another process might have already
-            updated the same document. By default, the update will fail with a
-            version conflict exception. The retry_on_conflict parameter
-            controls how many times to retry the update before finally throwing
-            an exception.
-        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
-            doc, setting doc_as_upsert to true will use the contents of doc as
-            the upsert value
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            index API call instead of only the operation result
-
-        :return operation result noop/updated
-        """
-        body: Any = {
-            "doc_as_upsert": doc_as_upsert,
-            "detect_noop": detect_noop,
-        }
-
-        # scripted update
-        if script or script_id:
-            if upsert is not None:
-                body["upsert"] = upsert
-
-            if script:
-                script = {"source": script}
-            else:
-                script = {"id": script_id}
-
-            script["params"] = fields
-
-            body["script"] = script
-            body["scripted_upsert"] = scripted_upsert
-
-        # partial document update
-        else:
-            if not fields:
-                raise IllegalOperation(
-                    "You cannot call update() without updating individual fields or a script. "
-                    "If you wish to update the entire object use save()."
-                )
-
-            # update given fields locally
-            merge(self, fields)
-
-            # prepare data for OpenSearch
-            values = self.to_dict()
-
-            # if fields were given: partial update
-            body["doc"] = {k: values.get(k) for k in fields.keys()}
-
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        if retry_on_conflict is not None:
-            doc_meta["retry_on_conflict"] = retry_on_conflict
-
-        # Optimistic concurrency control
-        if (
-            retry_on_conflict in (None, 0)
-            and "seq_no" in self.meta
-            and "primary_term" in self.meta
-        ):
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        meta = self._get_connection(using).update(
-            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
-
-    def save(
-        self,
-        using: Any = None,
-        index: Any = None,
-        validate: bool = True,
-        skip_empty: bool = True,
-        return_doc_meta: bool = False,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Save the document into opensearch. If the document doesn't exist it
-        is created, it is overwritten otherwise. Returns ``True`` if this
-        operations resulted in new document being created.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg validate: set to ``False`` to skip validating the document
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            update API call instead of only the operation result
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.index`` unchanged.
-
-        :return operation result created/updated
-        """
-        if validate:
-            self.full_clean()
-
-        opensearch = self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        meta = opensearch.index(
-            index=self._get_index(index),
-            body=self.to_dict(skip_empty=skip_empty),
-            **doc_meta,
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/errors.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/errors.py
deleted file mode 100644
index 7012c050b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/errors.py
+++ /dev/null
@@ -1,45 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, List
-
-from ..exceptions import OpenSearchException
-
-
-class BulkIndexError(OpenSearchException):
-    @property
-    def errors(self) -> List[Any]:
-        """List of errors from execution of the last chunk."""
-        return self.args[1]  # type: ignore
-
-
-class ScanError(OpenSearchException):
-    scroll_id: str
-
-    def __init__(self, scroll_id: str, *args: Any, **kwargs: Any) -> None:
-        super(ScanError, self).__init__(*args, **kwargs)
-        self.scroll_id = scroll_id
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/faceted_search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/faceted_search.py
deleted file mode 100644
index a97507a36..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/faceted_search.py
+++ /dev/null
@@ -1,471 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-from datetime import datetime, timedelta
-from typing import Any, Optional
-
-from six import iteritems, itervalues
-
-from opensearchpy.helpers.aggs import A
-
-from .query import MatchAll, Nested, Range, Terms
-from .response import Response
-from .search import Search
-from .utils import AttrDict
-
-__all__ = [
-    "FacetedSearch",
-    "HistogramFacet",
-    "TermsFacet",
-    "DateHistogramFacet",
-    "RangeFacet",
-    "NestedFacet",
-]
-
-
-class Facet(object):
-    """
-    A facet on faceted search. Wraps and aggregation and provides functionality
-    to create a filter for selected values and return a list of facet values
-    from the result of the aggregation.
-    """
-
-    agg_type: Optional[str] = None
-
-    def __init__(
-        self, metric: Any = None, metric_sort: str = "desc", **kwargs: Any
-    ) -> None:
-        self.filter_values = ()
-        self._params = kwargs
-        self._metric = metric
-        if metric and metric_sort:
-            self._params["order"] = {"metric": metric_sort}
-
-    def get_aggregation(self) -> Any:
-        """
-        Return the aggregation object.
-        """
-        agg = A(self.agg_type, **self._params)
-        if self._metric:
-            agg.metric("metric", self._metric)
-        return agg
-
-    def add_filter(self, filter_values: Any) -> Any:
-        """
-        Construct a filter.
-        """
-        if not filter_values:
-            return
-
-        f = self.get_value_filter(filter_values[0])
-        for v in filter_values[1:]:
-            f |= self.get_value_filter(v)
-        return f
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        return None
-
-    def is_filtered(self, key: Any, filter_values: Any) -> bool:
-        """
-        Is a filter active on the given key.
-        """
-        return key in filter_values
-
-    def get_value(self, bucket: Any) -> Any:
-        """
-        return a value representing a bucket. Its key as default.
-        """
-        return bucket["key"]
-
-    def get_metric(self, bucket: Any) -> Any:
-        """
-        Return a metric, by default doc_count for a bucket.
-        """
-        if self._metric:
-            return bucket["metric"]["value"]
-        return bucket["doc_count"]
-
-    def get_values(self, data: Any, filter_values: Any) -> Any:
-        """
-        Turn the raw bucket data into a list of tuples containing the key,
-        number of documents and a flag indicating whether this value has been
-        selected or not.
-        """
-        out = []
-        for bucket in data.buckets:
-            key = self.get_value(bucket)
-            out.append(
-                (key, self.get_metric(bucket), self.is_filtered(key, filter_values))
-            )
-        return out
-
-
-class TermsFacet(Facet):
-    agg_type: Optional[str] = "terms"
-
-    def add_filter(self, filter_values: Any) -> Any:
-        """Create a terms filter instead of bool containing term filters."""
-        if filter_values:
-            return Terms(
-                _expand__to_dot=False, **{self._params["field"]: filter_values}
-            )
-
-
-class RangeFacet(Facet):
-    agg_type = "range"
-
-    def _range_to_dict(self, range: Any) -> Any:
-        key, range = range
-        out = {"key": key}
-        if range[0] is not None:
-            out["from"] = range[0]
-        if range[1] is not None:
-            out["to"] = range[1]
-        return out
-
-    def __init__(self, ranges: Any, **kwargs: Any) -> None:
-        super(RangeFacet, self).__init__(**kwargs)
-        self._params["ranges"] = list(map(self._range_to_dict, ranges))
-        self._params["keyed"] = False
-        self._ranges = dict(ranges)
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        f, t = self._ranges[filter_value]
-        limits = {}
-        if f is not None:
-            limits["gte"] = f
-        if t is not None:
-            limits["lt"] = t
-
-        return Range(_expand__to_dot=False, **{self._params["field"]: limits})
-
-
-class HistogramFacet(Facet):
-    agg_type = "histogram"
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        return Range(
-            _expand__to_dot=False,
-            **{
-                self._params["field"]: {
-                    "gte": filter_value,
-                    "lt": filter_value + self._params["interval"],
-                }
-            }
-        )
-
-
-def _date_interval_year(d: Any) -> Any:
-    return d.replace(
-        year=d.year + 1, day=(28 if d.month == 2 and d.day == 29 else d.day)
-    )
-
-
-def _date_interval_month(d: Any) -> Any:
-    return (d + timedelta(days=32)).replace(day=1)
-
-
-def _date_interval_week(d: Any) -> Any:
-    return d + timedelta(days=7)
-
-
-def _date_interval_day(d: Any) -> Any:
-    return d + timedelta(days=1)
-
-
-def _date_interval_hour(d: Any) -> Any:
-    return d + timedelta(hours=1)
-
-
-class DateHistogramFacet(Facet):
-    agg_type = "date_histogram"
-
-    DATE_INTERVALS = {
-        "year": _date_interval_year,
-        "1Y": _date_interval_year,
-        "month": _date_interval_month,
-        "1M": _date_interval_month,
-        "week": _date_interval_week,
-        "1w": _date_interval_week,
-        "day": _date_interval_day,
-        "1d": _date_interval_day,
-        "hour": _date_interval_hour,
-        "1h": _date_interval_hour,
-    }
-
-    def __init__(self, **kwargs: Any) -> None:
-        kwargs.setdefault("min_doc_count", 0)
-        super(DateHistogramFacet, self).__init__(**kwargs)
-
-    def get_value(self, bucket: Any) -> Any:
-        if not isinstance(bucket["key"], datetime):
-            # OpenSearch returns key=None instead of 0 for date 1970-01-01,
-            # so we need to set key to 0 to avoid TypeError exception
-            if bucket["key"] is None:
-                bucket["key"] = 0
-            # Preserve milliseconds in the datetime
-            return datetime.utcfromtimestamp(int(bucket["key"]) / 1000.0)  # type: ignore
-        else:
-            return bucket["key"]
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        for interval_type in ("calendar_interval", "fixed_interval"):
-            if interval_type in self._params:
-                break
-        else:
-            interval_type = "interval"
-
-        return Range(
-            _expand__to_dot=False,
-            **{
-                self._params["field"]: {
-                    "gte": filter_value,
-                    "lt": self.DATE_INTERVALS[self._params[interval_type]](
-                        filter_value
-                    ),
-                }
-            }
-        )
-
-
-class NestedFacet(Facet):
-    agg_type = "nested"
-
-    def __init__(self, path: Any, nested_facet: Any) -> None:
-        self._path = path
-        self._inner = nested_facet
-        super(NestedFacet, self).__init__(
-            path=path, aggs={"inner": nested_facet.get_aggregation()}
-        )
-
-    def get_values(self, data: Any, filter_values: Any) -> Any:
-        return self._inner.get_values(data.inner, filter_values)
-
-    def add_filter(self, filter_values: Any) -> Any:
-        inner_q = self._inner.add_filter(filter_values)
-        if inner_q:
-            return Nested(path=self._path, query=inner_q)
-
-
-class FacetedResponse(Response):
-    @property
-    def query_string(self) -> Any:
-        return self._faceted_search._query
-
-    @property
-    def facets(self) -> Any:
-        if not hasattr(self, "_facets"):
-            super(AttrDict, self).__setattr__("_facets", AttrDict({}))
-            for name, facet in iteritems(self._faceted_search.facets):
-                self._facets[name] = facet.get_values(
-                    getattr(getattr(self.aggregations, "_filter_" + name), name),
-                    self._faceted_search.filter_values.get(name, ()),
-                )
-        return self._facets
-
-
-class FacetedSearch(object):
-    """
-    Abstraction for creating faceted navigation searches that takes care of
-    composing the queries, aggregations and filters as needed as well as
-    presenting the results in an easy-to-consume fashion::
-
-        class BlogSearch(FacetedSearch):
-            index = 'blogs'
-            doc_types = [Blog, Post]
-            fields = ['title^5', 'category', 'description', 'body']
-
-            facets = {
-                'type': TermsFacet(field='_type'),
-                'category': TermsFacet(field='category'),
-                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
-            }
-
-            def search(self):
-                ' Override search to add your own filters '
-                s = super(BlogSearch, self).search()
-                return s.filter('term', published=True)
-
-        # when using:
-        blog_search = BlogSearch("web framework", filters={"category": "python"})
-
-        # supports pagination
-        blog_search[10:20]
-
-        response = blog_search.execute()
-
-        # easy access to aggregation results:
-        for category, hit_count, is_selected in response.facets.category:
-            print(
-                "Category %s has %d hits%s." % (
-                    category,
-                    hit_count,
-                    ' and is chosen' if is_selected else ''
-                )
-            )
-
-    """
-
-    index: Any = None
-    doc_types: Any = None
-    fields: Any = None
-    facets: Any = {}
-    using = "default"
-
-    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
-        """
-        :arg query: the text to search for
-        :arg filters: facet values to filter
-        :arg sort: sort information to be passed to :class:`~opensearchpy.Search`
-        """
-        self._query = query
-        self._filters: Any = {}
-        self._sort = sort
-        self.filter_values: Any = {}
-        for name, value in iteritems(filters):
-            self.add_filter(name, value)
-
-        self._s = self.build_search()
-
-    def count(self) -> Any:
-        return self._s.count()
-
-    def __getitem__(self, k: Any) -> Any:
-        self._s = self._s[k]
-        return self
-
-    def __iter__(self) -> Any:
-        return iter(self._s)
-
-    def add_filter(self, name: Any, filter_values: Any) -> Any:
-        """
-        Add a filter for a facet.
-        """
-        # normalize the value into a list
-        if not isinstance(filter_values, (tuple, list)):
-            if filter_values is None:
-                return
-            filter_values = [
-                filter_values,
-            ]
-
-        # remember the filter values for use in FacetedResponse
-        self.filter_values[name] = filter_values
-
-        # get the filter from the facet
-        f = self.facets[name].add_filter(filter_values)
-        if f is None:
-            return
-
-        self._filters[name] = f
-
-    def search(self) -> Any:
-        """
-        Returns the base Search object to which the facets are added.
-
-        You can customize the query by overriding this method and returning a
-        modified search object.
-        """
-        s = Search(doc_type=self.doc_types, index=self.index, using=self.using)
-        return s.response_class(FacetedResponse)
-
-    def query(self, search: Any, query: Any) -> Any:
-        """
-        Add query part to ``search``.
-
-        Override this if you wish to customize the query used.
-        """
-        if query:
-            if self.fields:
-                return search.query("multi_match", fields=self.fields, query=query)
-            else:
-                return search.query("multi_match", query=query)
-        return search
-
-    def aggregate(self, search: Any) -> Any:
-        """
-        Add aggregations representing the facets selected, including potential
-        filters.
-        """
-        for f, facet in iteritems(self.facets):
-            agg = facet.get_aggregation()
-            agg_filter = MatchAll()
-            for field, filter in iteritems(self._filters):
-                if f == field:
-                    continue
-                agg_filter &= filter
-            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
-                f, agg
-            )
-
-    def filter(self, search: Any) -> Any:
-        """
-        Add a ``post_filter`` to the search request narrowing the results based
-        on the facet filters.
-        """
-        if not self._filters:
-            return search
-
-        post_filter = MatchAll()
-        for f in itervalues(self._filters):
-            post_filter &= f
-        return search.post_filter(post_filter)
-
-    def highlight(self, search: Any) -> Any:
-        """
-        Add highlighting for all the fields
-        """
-        return search.highlight(
-            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
-        )
-
-    def sort(self, search: Any) -> Any:
-        """
-        Add sorting information to the request.
-        """
-        if self._sort:
-            search = search.sort(*self._sort)
-        return search
-
-    def build_search(self) -> Any:
-        """
-        Construct the ``Search`` object.
-        """
-        s = self.search()
-        s = self.query(s, self._query)
-        s = self.filter(s)
-        if self.fields:
-            s = self.highlight(s)
-        s = self.sort(s)
-        self.aggregate(s)
-        return s
-
-    def execute(self) -> Any:
-        """
-        Execute the search and return the response.
-        """
-        r = self._s.execute()
-        r._faceted_search = self
-        return r
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/field.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/field.py
deleted file mode 100644
index f46e044d7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/field.py
+++ /dev/null
@@ -1,534 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import base64
-import collections.abc as collections_abc
-import copy
-import ipaddress
-from datetime import date, datetime
-from typing import Any, Optional, Type
-
-from dateutil import parser, tz
-from six import integer_types, iteritems, string_types
-from six.moves import map
-
-from ..exceptions import ValidationException
-from .query import Q
-from .utils import AttrDict, AttrList, DslBase
-from .wrappers import Range
-
-unicode: Type[str] = type("")
-
-
-def construct_field(name_or_field: Any, **params: Any) -> Any:
-    # {"type": "text", "analyzer": "snowball"}
-    if isinstance(name_or_field, collections_abc.Mapping):
-        if params:
-            raise ValueError(
-                "construct_field() cannot accept parameters when passing in a dict."
-            )
-        params = name_or_field.copy()  # type: ignore
-        if "type" not in params:
-            # inner object can be implicitly defined
-            if "properties" in params:
-                name = "object"
-            else:
-                raise ValueError('construct_field() needs to have a "type" key.')
-        else:
-            name = params.pop("type")
-        return Field.get_dsl_class(name)(**params)
-
-    # Text()
-    if isinstance(name_or_field, Field):
-        if params:
-            raise ValueError(
-                "construct_field() cannot accept parameters "
-                "when passing in a construct_field object."
-            )
-        return name_or_field
-
-    # "text", analyzer="snowball"
-    return Field.get_dsl_class(name_or_field)(**params)
-
-
-class Field(DslBase):
-    _type_name: str = "field"
-    _type_shortcut = staticmethod(construct_field)
-    # all fields can be multifields
-    _param_defs = {"fields": {"type": "field", "hash": True}}
-    name: Optional[str] = None
-    _coerce: bool = False
-
-    def __init__(
-        self, multi: bool = False, required: bool = False, *args: Any, **kwargs: Any
-    ) -> None:
-        """
-        :arg bool multi: specifies whether field can contain array of values
-        :arg bool required: specifies whether field is required
-        """
-        self._multi = multi
-        self._required = required
-        super(Field, self).__init__(*args, **kwargs)
-
-    def __getitem__(self, subfield: Any) -> Any:
-        return self._params.get("fields", {})[subfield]
-
-    def _serialize(self, data: Any) -> Any:
-        return data
-
-    def _deserialize(self, data: Any) -> Any:
-        return data
-
-    def _empty(self) -> None:
-        return None
-
-    def empty(self) -> Any:
-        if self._multi:
-            return AttrList([])
-        return self._empty()
-
-    def serialize(self, data: Any) -> Any:
-        if isinstance(data, (list, AttrList, tuple)):
-            return list(map(self._serialize, data))
-        return self._serialize(data)
-
-    def deserialize(self, data: Any) -> Any:
-        if isinstance(data, (list, AttrList, tuple)):
-            data = [None if d is None else self._deserialize(d) for d in data]
-            return data
-        if data is None:
-            return None
-        return self._deserialize(data)
-
-    def clean(self, data: Any) -> Any:
-        if data is not None:
-            data = self.deserialize(data)
-        if data in (None, [], {}) and self._required:
-            raise ValidationException("Value required for this field.")
-        return data
-
-    def to_dict(self) -> Any:
-        d = super(Field, self).to_dict()
-        name, value = d.popitem()
-        value["type"] = name
-        return value
-
-
-class CustomField(Field):
-    name = "custom"
-    _coerce = True
-
-    def to_dict(self) -> Any:
-        if isinstance(self.builtin_type, Field):
-            return self.builtin_type.to_dict()
-
-        d = super(CustomField, self).to_dict()
-        d["type"] = self.builtin_type
-        return d
-
-
-class Object(Field):
-    name: Optional[str] = "object"
-    _coerce: bool = True
-
-    def __init__(
-        self,
-        doc_class: Any = None,
-        dynamic: Any = None,
-        properties: Any = None,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg document.InnerDoc doc_class: base doc class that handles mapping.
-            If no `doc_class` is provided, new instance of `InnerDoc` will be created,
-            populated with `properties` and used. Can not be provided together with `properties`
-        :arg dynamic: whether new properties may be created dynamically.
-            Valid values are `True`, `False`, `'strict'`.
-            Can not be provided together with `doc_class`.
-        :arg dict properties: used to construct underlying mapping if no `doc_class` is provided.
-            Can not be provided together with `doc_class`
-        """
-        if doc_class and (properties or dynamic is not None):
-            raise ValidationException(
-                "doc_class and properties/dynamic should not be provided together"
-            )
-        if doc_class:
-            self._doc_class: Any = doc_class
-        else:
-            # FIXME import
-            from opensearchpy.helpers.document import InnerDoc
-
-            # no InnerDoc subclass, creating one instead...
-            self._doc_class = type("InnerDoc", (InnerDoc,), {})
-            for name, field in iteritems(properties or {}):
-                self._doc_class._doc_type.mapping.field(name, field)  # type: ignore
-            if dynamic is not None:
-                self._doc_class._doc_type.mapping.meta("dynamic", dynamic)  # type: ignore
-
-        self._mapping = copy.deepcopy(self._doc_class._doc_type.mapping)
-        super(Object, self).__init__(**kwargs)
-
-    def __getitem__(self, name: Any) -> Any:
-        return self._mapping[name]
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self._mapping
-
-    def _empty(self) -> Any:
-        return self._wrap({})
-
-    def _wrap(self, data: Any) -> Any:
-        return self._doc_class.from_opensearch(data, data_only=True)
-
-    def empty(self) -> Any:
-        if self._multi:
-            return AttrList([], self._wrap)
-        return self._empty()
-
-    def to_dict(self) -> Any:
-        d = self._mapping.to_dict()
-        d.update(super(Object, self).to_dict())
-        return d
-
-    def _collect_fields(self) -> Any:
-        return self._mapping.properties._collect_fields()
-
-    def _deserialize(self, data: Any) -> Any:
-        # don't wrap already wrapped data
-        if isinstance(data, self._doc_class):
-            return data
-
-        if isinstance(data, AttrDict):
-            data = data._d_
-
-        return self._wrap(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-
-        # somebody assigned raw dict to the field, we should tolerate that
-        if isinstance(data, collections_abc.Mapping):
-            return data
-
-        return data.to_dict()
-
-    def clean(self, data: Any) -> Any:
-        data = super(Object, self).clean(data)
-        if data is None:
-            return None
-        if isinstance(data, (list, AttrList)):
-            for d in data:
-                d.full_clean()
-        else:
-            data.full_clean()
-        return data
-
-    def update(self, other: "Object", update_only: bool = False) -> None:
-        if not isinstance(other, Object):
-            # not an inner/nested object, no merge possible
-            return
-
-        self._mapping.update(other._mapping, update_only)
-
-
-class Nested(Object):
-    name: Optional[str] = "nested"
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        kwargs.setdefault("multi", True)
-        super(Nested, self).__init__(*args, **kwargs)
-
-
-class Date(Field):
-    name: Optional[str] = "date"
-    _coerce: bool = True
-
-    def __init__(self, default_timezone: Any = None, *args: Any, **kwargs: Any) -> None:
-        """
-        :arg default_timezone: timezone that will be automatically used for tz-naive values
-            May be instance of `datetime.tzinfo` or string containing TZ offset
-        """
-        self._default_timezone = default_timezone
-        if isinstance(self._default_timezone, string_types):
-            self._default_timezone = tz.gettz(self._default_timezone)
-        super(Date, self).__init__(*args, **kwargs)
-
-    def _deserialize(self, data: Any) -> Any:
-        if isinstance(data, string_types):
-            try:
-                data = parser.parse(data)
-            except Exception as e:
-                raise ValidationException(
-                    "Could not parse date from the value (%r)" % data, e
-                )
-
-        if isinstance(data, datetime):
-            if self._default_timezone and data.tzinfo is None:
-                data = data.replace(tzinfo=self._default_timezone)
-            return data
-        if isinstance(data, date):
-            return data
-        if isinstance(data, integer_types):
-            # Divide by a float to preserve milliseconds on the datetime.
-            return datetime.utcfromtimestamp(data / 1000.0)
-
-        raise ValidationException("Could not parse date from the value (%r)" % data)
-
-
-class Text(Field):
-    _param_defs = {
-        "fields": {"type": "field", "hash": True},
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-        "search_quote_analyzer": {"type": "analyzer"},
-    }
-    name: Optional[str] = "text"
-
-
-class SearchAsYouType(Field):
-    _param_defs = {
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-        "search_quote_analyzer": {"type": "analyzer"},
-    }
-    name: Optional[str] = "search_as_you_type"
-
-
-class Keyword(Field):
-    _param_defs = {
-        "fields": {"type": "field", "hash": True},
-        "search_analyzer": {"type": "analyzer"},
-        "normalizer": {"type": "normalizer"},
-    }
-    name: Optional[str] = "keyword"
-
-
-class ConstantKeyword(Keyword):
-    name: Optional[str] = "constant_keyword"
-
-
-class Boolean(Field):
-    name: Optional[str] = "boolean"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        if data == "false":
-            return False
-        return bool(data)
-
-    def clean(self, data: Any) -> Any:
-        if data is not None:
-            data = self.deserialize(data)
-        if data is None and self._required:
-            raise ValidationException("Value required for this field.")
-        return data
-
-
-class Float(Field):
-    name: Optional[str] = "float"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return float(data)
-
-
-class DenseVector(Float):
-    name: Optional[str] = "dense_vector"
-
-    def __init__(self, dims: Any, **kwargs: Any) -> None:
-        kwargs["multi"] = True
-        super(DenseVector, self).__init__(dims=dims, **kwargs)
-
-
-class SparseVector(Field):
-    name: Optional[str] = "sparse_vector"
-
-
-class HalfFloat(Float):
-    name: Optional[str] = "half_float"
-
-
-class ScaledFloat(Float):
-    name: Optional[str] = "scaled_float"
-
-    def __init__(self, scaling_factor: Any, *args: Any, **kwargs: Any) -> None:
-        super(ScaledFloat, self).__init__(
-            scaling_factor=scaling_factor, *args, **kwargs
-        )
-
-
-class Double(Float):
-    name: Optional[str] = "double"
-
-
-class RankFeature(Float):
-    name: Optional[str] = "rank_feature"
-
-
-class RankFeatures(Field):
-    name: Optional[str] = "rank_features"
-
-
-class Integer(Field):
-    name: Optional[str] = "integer"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return int(data)
-
-
-class Byte(Integer):
-    name: Optional[str] = "byte"
-
-
-class Short(Integer):
-    name: Optional[str] = "short"
-
-
-class Long(Integer):
-    name: Optional[str] = "long"
-
-
-class Ip(Field):
-    name: Optional[str] = "ip"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        # the ipaddress library for pypy only accepts unicode.
-        return ipaddress.ip_address(unicode(data))
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return str(data)
-
-
-class Binary(Field):
-    name: Optional[str] = "binary"
-    _coerce: bool = True
-
-    def clean(self, data: Any) -> Any:
-        # Binary fields are opaque, so there's not much cleaning
-        # that can be done.
-        return data
-
-    def _deserialize(self, data: Any) -> Any:
-        return base64.b64decode(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return base64.b64encode(data).decode()
-
-
-class GeoPoint(Field):
-    name: Optional[str] = "geo_point"
-
-
-class GeoShape(Field):
-    name: Optional[str] = "geo_shape"
-
-
-class Completion(Field):
-    _param_defs = {
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-    }
-    name = "completion"
-
-
-class Percolator(Field):
-    name: Optional[str] = "percolator"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return Q(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return data.to_dict()
-
-
-class RangeField(Field):
-    _coerce: bool = True
-    _core_field: Any = None
-
-    def _deserialize(self, data: Any) -> Any:
-        if isinstance(data, Range):
-            return data
-        data = dict((k, self._core_field.deserialize(v)) for k, v in iteritems(data))
-        return Range(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        if not isinstance(data, collections_abc.Mapping):
-            data = data.to_dict()
-        return dict((k, self._core_field.serialize(v)) for k, v in iteritems(data))
-
-
-class IntegerRange(RangeField):
-    name: Optional[str] = "integer_range"
-    _core_field: Any = Integer()
-
-
-class FloatRange(RangeField):
-    name: Optional[str] = "float_range"
-    _core_field: Any = Float()
-
-
-class LongRange(RangeField):
-    name: Optional[str] = "long_range"
-    _core_field: Any = Long()
-
-
-class DoubleRange(RangeField):
-    name: Optional[str] = "double_range"
-    _core_field: Any = Double()
-
-
-class DateRange(RangeField):
-    name: Optional[str] = "date_range"
-    _core_field: Any = Date()
-
-
-class IpRange(Field):
-    # not a RangeField since ip_range supports CIDR ranges
-    name: Optional[str] = "ip_range"
-
-
-class Join(Field):
-    name: Optional[str] = "join"
-
-
-class TokenCount(Field):
-    name: Optional[str] = "token_count"
-
-
-class Murmur3(Field):
-    name: Optional[str] = "murmur3"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/function.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/function.py
deleted file mode 100644
index 21f5407be..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/function.py
+++ /dev/null
@@ -1,125 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from typing import Any, Optional
-
-from .utils import DslBase
-
-
-def SF(name_or_sf: Any, **params: Any) -> Any:  # pylint: disable=invalid-name
-    # {"script_score": {"script": "_score"}, "filter": {}}
-    if isinstance(name_or_sf, collections_abc.Mapping):
-        if params:
-            raise ValueError("SF() cannot accept parameters when passing in a dict.")
-        kwargs = {}
-        sf = name_or_sf.copy()  # type: ignore
-        for k in ScoreFunction._param_defs:
-            if k in name_or_sf:
-                kwargs[k] = sf.pop(k)
-
-        # not sf, so just filter+weight, which used to be boost factor
-        if not sf:
-            name = "boost_factor"
-        # {'FUNCTION': {...}}
-        elif len(sf) == 1:
-            name, params = sf.popitem()
-        else:
-            raise ValueError("SF() got an unexpected fields in the dictionary: %r" % sf)
-
-        # boost factor special case, see https://github.com/elastic/elasticsearch/issues/6343
-        if not isinstance(params, collections_abc.Mapping):
-            params = {"value": params}
-
-        # mix known params (from _param_defs) and from inside the function
-        kwargs.update(params)
-        return ScoreFunction.get_dsl_class(name)(**kwargs)
-
-    # ScriptScore(script="_score", filter=Q())
-    if isinstance(name_or_sf, ScoreFunction):
-        if params:
-            raise ValueError(
-                "SF() cannot accept parameters when passing in a ScoreFunction object."
-            )
-        return name_or_sf
-
-    # "script_score", script="_score", filter=Q()
-    return ScoreFunction.get_dsl_class(name_or_sf)(**params)
-
-
-class ScoreFunction(DslBase):
-    _type_name: str = "score_function"
-    _type_shortcut = staticmethod(SF)
-    _param_defs = {
-        "query": {"type": "query"},
-        "filter": {"type": "query"},
-        "weight": {},
-    }
-    name: Optional[str] = None
-
-    def to_dict(self) -> Any:
-        d = super(ScoreFunction, self).to_dict()
-        # filter and query dicts should be at the same level as us
-        for k in self._param_defs:
-            if k in d[self.name]:
-                d[k] = d[self.name].pop(k)
-        return d
-
-
-class ScriptScore(ScoreFunction):
-    name = "script_score"
-
-
-class BoostFactor(ScoreFunction):
-    name = "boost_factor"
-
-    def to_dict(self) -> Any:
-        d = super(BoostFactor, self).to_dict()
-        if "value" in d[self.name]:
-            d[self.name] = d[self.name].pop("value")
-        else:
-            del d[self.name]
-        return d
-
-
-class RandomScore(ScoreFunction):
-    name = "random_score"
-
-
-class FieldValueFactor(ScoreFunction):
-    name = "field_value_factor"
-
-
-class Linear(ScoreFunction):
-    name = "linear"
-
-
-class Gauss(ScoreFunction):
-    name = "gauss"
-
-
-class Exp(ScoreFunction):
-    name = "exp"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/index.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/index.py
deleted file mode 100644
index 25bc0664d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/index.py
+++ /dev/null
@@ -1,656 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any, Optional
-
-from opensearchpy.client import OpenSearch
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.helpers import analysis
-
-from ..exceptions import IllegalOperation
-from .mapping import Mapping
-from .search import Search
-from .update_by_query import UpdateByQuery
-from .utils import merge
-
-
-class IndexTemplate(object):
-    def __init__(
-        self,
-        name: Any,
-        template: Any,
-        index: Any = None,
-        order: Any = None,
-        **kwargs: Any
-    ) -> None:
-        if index is None:
-            self._index = Index(template, **kwargs)
-        else:
-            if kwargs:
-                raise ValueError(
-                    "You cannot specify options for Index when"
-                    " passing an Index instance."
-                )
-            self._index = index.clone()
-            self._index._name = template
-        self._template_name = name
-        self.order = order
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._index, attr_name)
-
-    def to_dict(self) -> Any:
-        d = self._index.to_dict()
-        d["index_patterns"] = [self._index._name]
-        if self.order is not None:
-            d["order"] = self.order
-        return d
-
-    def save(self, using: Any = None) -> Any:
-        opensearch = get_connection(using or self._index._using)
-        return opensearch.indices.put_template(
-            name=self._template_name, body=self.to_dict()
-        )
-
-
-class Index(object):
-    def __init__(self, name: Any, using: Any = "default") -> None:
-        """
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        self._name = name
-        self._doc_types: Any = []
-        self._using = using
-        self._settings: Any = {}
-        self._aliases: Any = {}
-        self._analysis: Any = {}
-        self._mapping: Any = None
-
-    def get_or_create_mapping(self) -> Any:
-        if self._mapping is None:
-            self._mapping = Mapping()
-        return self._mapping
-
-    def as_template(
-        self, template_name: Any, pattern: Any = None, order: Any = None
-    ) -> Any:
-        # TODO: should we allow pattern to be a top-level arg?
-        # or maybe have an IndexPattern that allows for it and have
-        # Document._index be that?
-        return IndexTemplate(
-            template_name, pattern or self._name, index=self, order=order
-        )
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
-            if field is not None:
-                return nested, field
-        if self._mapping:
-            return self._mapping.resolve_nested(field_path)
-        return (), None
-
-    def resolve_field(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            field = doc._doc_type.mapping.resolve_field(field_path)
-            if field is not None:
-                return field
-        if self._mapping:
-            return self._mapping.resolve_field(field_path)
-        return None
-
-    def load_mappings(self, using: Optional[OpenSearch] = None) -> None:
-        self.get_or_create_mapping().update_from_opensearch(
-            self._name, using=using or self._using
-        )
-
-    def clone(self, name: Any = None, using: Any = None) -> Any:
-        """
-        Create a copy of the instance with another name or connection alias.
-        Useful for creating multiple indices with shared configuration::
-
-            i = Index('base-index')
-            i.settings(number_of_shards=1)
-            i.create()
-
-            i2 = i.clone('other-index')
-            i2.create()
-
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        i = Index(name or self._name, using=using or self._using)
-        i._settings = self._settings.copy()
-        i._aliases = self._aliases.copy()
-        i._analysis = self._analysis.copy()
-        i._doc_types = self._doc_types[:]
-        if self._mapping is not None:
-            i._mapping = self._mapping._clone()
-        return i
-
-    def _get_connection(self, using: Any = None) -> Any:
-        if self._name is None:
-            raise ValueError("You cannot perform API calls on the default index.")
-        return get_connection(using or self._using)
-
-    connection = property(_get_connection)
-
-    def mapping(self, mapping: Any) -> Any:
-        """
-        Associate a mapping (an instance of
-        :class:`~opensearchpy.Mapping`) with this index.
-        This means that, when this index is created, it will contain the
-        mappings for the document type defined by those mappings.
-        """
-        self.get_or_create_mapping().update(mapping)
-
-    def document(self, document: Any) -> Any:
-        """
-        Associate a :class:`~opensearchpy.Document` subclass with an index.
-        This means that, when this index is created, it will contain the
-        mappings for the ``Document``. If the ``Document`` class doesn't have a
-        default index yet (by defining ``class Index``), this instance will be
-        used. Can be used as a decorator::
-
-            i = Index('blog')
-
-            @i.document
-            class Post(Document):
-                title = Text()
-
-            # create the index, including Post mappings
-            i.create()
-
-            # .search() will now return a Search object that will return
-            # properly deserialized Post instances
-            s = i.search()
-        """
-        self._doc_types.append(document)
-
-        # If the document index does not have any name, that means the user
-        # did not set any index already to the document.
-        # So set this index as document index
-        if document._index._name is None:
-            document._index = self
-
-        return document
-
-    def settings(self, **kwargs: Any) -> Any:
-        """
-        Add settings to the index::
-
-            i = Index('i')
-            i.settings(number_of_shards=1, number_of_replicas=0)
-
-        Multiple calls to ``settings`` will merge the keys, later overriding
-        the earlier.
-        """
-        self._settings.update(kwargs)
-        return self
-
-    def aliases(self, **kwargs: Any) -> Any:
-        """
-        Add aliases to the index definition::
-
-            i = Index('blog-v2')
-            i.aliases(blog={}, published={'filter': Q('term', published=True)})
-        """
-        self._aliases.update(kwargs)
-        return self
-
-    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
-        """
-        Explicitly add an analyzer to an index. Note that all custom analyzers
-        defined in mappings will also be created. This is useful for search analyzers.
-
-        Example::
-
-            from opensearchpy import analyzer, tokenizer
-
-            my_analyzer = analyzer('my_analyzer',
-                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
-                filter=['lowercase']
-            )
-
-            i = Index('blog')
-            i.analyzer(my_analyzer)
-
-        """
-        analyzer = analysis.analyzer(*args, **kwargs)
-        d = analyzer.get_analysis_definition()
-        # empty custom analyzer, probably already defined out of our control
-        if not d:
-            return
-
-        # merge the definition
-        merge(self._analysis, d, True)
-
-    def to_dict(self) -> Any:
-        out = {}
-        if self._settings:
-            out["settings"] = self._settings
-        if self._aliases:
-            out["aliases"] = self._aliases
-        mappings: Any = self._mapping.to_dict() if self._mapping else {}
-        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
-        for d in self._doc_types:
-            mapping = d._doc_type.mapping
-            merge(mappings, mapping.to_dict(), True)
-            merge(analysis, mapping._collect_analysis(), True)
-        if mappings:
-            out["mappings"] = mappings
-        if analysis or self._analysis:
-            merge(analysis, self._analysis)
-            out.setdefault("settings", {})["analysis"] = analysis
-        return out
-
-    def search(self, using: Optional[OpenSearch] = None) -> Search:
-        """
-        Return a :class:`~opensearchpy.Search` object searching over the
-        index (or all the indices belonging to this template) and its
-        ``Document``\\s.
-        """
-        return Search(
-            using=using or self._using, index=self._name, doc_type=self._doc_types
-        )
-
-    def updateByQuery(  # pylint: disable=invalid-name
-        self, using: Optional[OpenSearch] = None
-    ) -> UpdateByQuery:
-        """
-        Return a :class:`~opensearchpy.UpdateByQuery` object searching over the index
-        (or all the indices belonging to this template) and updating Documents that match
-        the search criteria.
-
-        For more information, see here:
-        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
-        """
-        return UpdateByQuery(
-            using=using or self._using,
-            index=self._name,
-        )
-
-    def create(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Creates the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.create`` unchanged.
-        """
-        return self._get_connection(using).indices.create(
-            index=self._name, body=self.to_dict(), **kwargs
-        )
-
-    def is_closed(self, using: Optional[OpenSearch] = None) -> Any:
-        state = self._get_connection(using).cluster.state(
-            index=self._name, metric="metadata"
-        )
-        return state["metadata"]["indices"][self._name]["state"] == "close"
-
-    def save(self, using: Optional[OpenSearch] = None) -> Any:
-        """
-        Sync the index definition with opensearch, creating the index if it
-        doesn't exist and updating its settings and mappings if it does.
-
-        Note some settings and mapping changes cannot be done on an open
-        index (or at all on an existing index) and for those this method will
-        fail with the underlying exception.
-        """
-        if not self.exists(using=using):
-            return self.create(using=using)
-
-        body = self.to_dict()
-        settings = body.pop("settings", {})
-        analysis = settings.pop("analysis", None)
-        current_settings = self.get_settings(using=using)[self._name]["settings"][
-            "index"
-        ]
-        if analysis:
-            if self.is_closed(using=using):
-                # closed index, update away
-                settings["analysis"] = analysis
-            else:
-                # compare analysis definition, if all analysis objects are
-                # already defined as requested, skip analysis update and
-                # proceed, otherwise raise IllegalOperation
-                existing_analysis = current_settings.get("analysis", {})
-                if any(
-                    existing_analysis.get(section, {}).get(k, None)
-                    != analysis[section][k]
-                    for section in analysis
-                    for k in analysis[section]
-                ):
-                    raise IllegalOperation(
-                        "You cannot update analysis configuration on an open index, "
-                        "you need to close index %s first." % self._name
-                    )
-
-        # try and update the settings
-        if settings:
-            settings = settings.copy()
-            for k, v in list(settings.items()):
-                if k in current_settings and current_settings[k] == str(v):
-                    del settings[k]
-
-            if settings:
-                self.put_settings(using=using, body=settings)
-
-        # update the mappings, any conflict in the mappings will result in an
-        # exception
-        mappings = body.pop("mappings", {})
-        if mappings:
-            self.put_mapping(using=using, body=mappings)
-
-    def analyze(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Perform the analysis process on a text and return the tokens breakdown
-        of the text.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.analyze`` unchanged.
-        """
-        return self._get_connection(using).indices.analyze(index=self._name, **kwargs)
-
-    def refresh(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Performs a refresh operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.refresh`` unchanged.
-        """
-        return self._get_connection(using).indices.refresh(index=self._name, **kwargs)
-
-    def flush(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Performs a flush operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.flush`` unchanged.
-        """
-        return self._get_connection(using).indices.flush(index=self._name, **kwargs)
-
-    def get(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The get index API allows to retrieve information about the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get`` unchanged.
-        """
-        return self._get_connection(using).indices.get(index=self._name, **kwargs)
-
-    def open(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Opens the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.open`` unchanged.
-        """
-        return self._get_connection(using).indices.open(index=self._name, **kwargs)
-
-    def close(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Closes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.close`` unchanged.
-        """
-        return self._get_connection(using).indices.close(index=self._name, **kwargs)
-
-    def delete(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Deletes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.delete`` unchanged.
-        """
-        return self._get_connection(using).indices.delete(index=self._name, **kwargs)
-
-    def exists(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Returns ``True`` if the index already exists in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.exists`` unchanged.
-        """
-        return self._get_connection(using).indices.exists(index=self._name, **kwargs)
-
-    def put_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Register specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.put_mapping(
-            index=self._name, **kwargs
-        )
-
-    def get_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.get_mapping(
-            index=self._name, **kwargs
-        )
-
-    def get_field_mapping(
-        self, using: Optional[OpenSearch] = None, **kwargs: Any
-    ) -> Any:
-        """
-        Retrieve mapping definition of a specific field.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_field_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.get_field_mapping(
-            index=self._name, **kwargs
-        )
-
-    def put_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Create an alias for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.put_alias(index=self._name, **kwargs)
-
-    def exists_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Return a boolean indicating whether given alias exists for this index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.exists_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.exists_alias(
-            index=self._name, **kwargs
-        )
-
-    def get_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve a specified alias.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.get_alias(index=self._name, **kwargs)
-
-    def delete_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Delete specific alias.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.delete_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.delete_alias(
-            index=self._name, **kwargs
-        )
-
-    def get_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve settings for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_settings`` unchanged.
-        """
-        return self._get_connection(using).indices.get_settings(
-            index=self._name, **kwargs
-        )
-
-    def put_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Change specific index level settings in real time.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_settings`` unchanged.
-        """
-        return self._get_connection(using).indices.put_settings(
-            index=self._name, **kwargs
-        )
-
-    def stats(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve statistics on different operations happening on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.stats`` unchanged.
-        """
-        return self._get_connection(using).indices.stats(index=self._name, **kwargs)
-
-    def segments(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Provide low level segments information that a Lucene index (shard
-        level) is built with.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.segments`` unchanged.
-        """
-        return self._get_connection(using).indices.segments(index=self._name, **kwargs)
-
-    def validate_query(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Validate a potentially expensive query without executing it.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.validate_query`` unchanged.
-        """
-        return self._get_connection(using).indices.validate_query(
-            index=self._name, **kwargs
-        )
-
-    def clear_cache(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Clear all caches or specific cached associated with the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.clear_cache`` unchanged.
-        """
-        return self._get_connection(using).indices.clear_cache(
-            index=self._name, **kwargs
-        )
-
-    def recovery(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The indices recovery API provides insight into on-going shard
-        recoveries for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.recovery`` unchanged.
-        """
-        return self._get_connection(using).indices.recovery(index=self._name, **kwargs)
-
-    def upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Upgrade the index to the latest format.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.upgrade`` unchanged.
-        """
-        return self._get_connection(using).indices.upgrade(index=self._name, **kwargs)
-
-    def get_upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Monitor how much of the index is upgraded.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_upgrade`` unchanged.
-        """
-        return self._get_connection(using).indices.get_upgrade(
-            index=self._name, **kwargs
-        )
-
-    def shard_stores(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Provides store information for shard copies of the index. Store
-        information reports on which nodes shard copies exist, the shard copy
-        version, indicating how recent they are, and any exceptions encountered
-        while opening the shard index or from earlier engine failure.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.shard_stores`` unchanged.
-        """
-        return self._get_connection(using).indices.shard_stores(
-            index=self._name, **kwargs
-        )
-
-    def forcemerge(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The force merge API allows to force merging of the index through an
-        API. The merge relates to the number of segments a Lucene index holds
-        within each shard. The force merge operation allows to reduce the
-        number of segments by merging them.
-
-        This call will block until the merge is complete. If the http
-        connection is lost, the request will continue in the background, and
-        any new requests will block until the previous force merge is complete.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.forcemerge`` unchanged.
-        """
-        return self._get_connection(using).indices.forcemerge(
-            index=self._name, **kwargs
-        )
-
-    def shrink(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The shrink index API allows you to shrink an existing index into a new
-        index with fewer primary shards. The number of primary shards in the
-        target index must be a factor of the shards in the source index. For
-        example an index with 8 primary shards can be shrunk into 4, 2 or 1
-        primary shards or an index with 15 primary shards can be shrunk into 5,
-        3 or 1. If the number of shards in the index is a prime number it can
-        only be shrunk into a single primary shard. Before shrinking, a
-        (primary or replica) copy of every shard in the index must be present
-        on the same node.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.shrink`` unchanged.
-        """
-        return self._get_connection(using).indices.shrink(index=self._name, **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/mapping.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/mapping.py
deleted file mode 100644
index f75ef19e7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/mapping.py
+++ /dev/null
@@ -1,246 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any
-
-from six import iteritems, itervalues
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.helpers.field import Nested, Text, construct_field
-
-from .utils import DslBase
-
-META_FIELDS = frozenset(
-    (
-        "dynamic",
-        "transform",
-        "dynamic_date_formats",
-        "date_detection",
-        "numeric_detection",
-        "dynamic_templates",
-        "enabled",
-    )
-)
-
-
-class Properties(DslBase):
-    name = "properties"
-    _param_defs = {"properties": {"type": "field", "hash": True}}
-
-    def __init__(self) -> None:
-        super(Properties, self).__init__()
-
-    def __repr__(self) -> str:
-        return "Properties()"
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties[name]
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self.properties
-
-    def to_dict(self) -> Any:
-        return super(Properties, self).to_dict()["properties"]
-
-    def field(self, name: Any, *args: Any, **kwargs: Any) -> "Properties":
-        self.properties[name] = construct_field(*args, **kwargs)
-        return self
-
-    def _collect_fields(self) -> Any:
-        """Iterate over all Field objects within, including multi fields."""
-        for f in itervalues(self.properties.to_dict()):
-            yield f
-            # multi fields
-            if hasattr(f, "fields"):
-                for inner_f in itervalues(f.fields.to_dict()):
-                    yield inner_f
-            # nested and inner objects
-            if hasattr(f, "_collect_fields"):
-                for inner_f in f._collect_fields():
-                    yield inner_f
-
-    def update(self, other_object: Any) -> None:
-        if not hasattr(other_object, "properties"):
-            # not an inner/nested object, no merge possible
-            return
-
-        our, other = self.properties, other_object.properties
-        for name in other:
-            if name in our:
-                if hasattr(our[name], "update"):
-                    our[name].update(other[name])
-                continue
-            our[name] = other[name]
-
-
-class Mapping(object):
-    def __init__(self) -> None:
-        self.properties = Properties()
-        self._meta: Any = {}
-
-    def __repr__(self) -> str:
-        return "Mapping()"
-
-    def _clone(self) -> Any:
-        m = Mapping()
-        m.properties._params = self.properties._params.copy()
-        return m
-
-    @classmethod
-    def from_opensearch(cls, index: Any, using: str = "default") -> Any:
-        m = cls()
-        m.update_from_opensearch(index, using)
-        return m
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        field = self
-        nested = []
-        parts = field_path.split(".")
-        for i, step in enumerate(parts):
-            try:
-                field = field[step]
-            except KeyError:
-                return (), None
-            if isinstance(field, Nested):
-                nested.append(".".join(parts[: i + 1]))
-        return nested, field
-
-    def resolve_field(self, field_path: Any) -> Any:
-        field = self
-        for step in field_path.split("."):
-            try:
-                field = field[step]
-            except KeyError:
-                return None
-        return field
-
-    def _collect_analysis(self) -> Any:
-        analysis: Any = {}
-        fields: Any = []
-        if "_all" in self._meta:
-            fields.append(Text(**self._meta["_all"]))
-
-        for f in chain(fields, self.properties._collect_fields()):
-            for analyzer_name in (
-                "analyzer",
-                "normalizer",
-                "search_analyzer",
-                "search_quote_analyzer",
-            ):
-                if not hasattr(f, analyzer_name):
-                    continue
-                analyzer = getattr(f, analyzer_name)
-                d = analyzer.get_analysis_definition()
-                # empty custom analyzer, probably already defined out of our control
-                if not d:
-                    continue
-
-                # merge the definition
-                # TODO: conflict detection/resolution
-                for key in d:
-                    analysis.setdefault(key, {}).update(d[key])
-
-        return analysis
-
-    def save(self, index: Any, using: str = "default") -> Any:
-        from opensearchpy.helpers.index import Index
-
-        index = Index(index, using=using)
-        index.mapping(self)
-        return index.save()
-
-    def update_from_opensearch(self, index: Any, using: str = "default") -> None:
-        opensearch = get_connection(using)
-        raw = opensearch.indices.get_mapping(index=index)
-        _, raw = raw.popitem()
-        self._update_from_dict(raw["mappings"])
-
-    def _update_from_dict(self, raw: Any) -> None:
-        for name, definition in iteritems(raw.get("properties", {})):
-            self.field(name, definition)
-
-        # metadata like _all etc
-        for name, value in iteritems(raw):
-            if name != "properties":
-                if isinstance(value, collections_abc.Mapping):
-                    self.meta(name, **value)
-                else:
-                    self.meta(name, value)
-
-    def update(self, mapping: Any, update_only: bool = False) -> None:
-        for name in mapping:
-            if update_only and name in self:
-                # nested and inner objects, merge recursively
-                if hasattr(self[name], "update"):
-                    # FIXME only merge subfields, not the settings
-                    self[name].update(mapping[name], update_only)
-                continue
-            self.field(name, mapping[name])
-
-        if update_only:
-            for name in mapping._meta:
-                if name not in self._meta:
-                    self._meta[name] = mapping._meta[name]
-        else:
-            self._meta.update(mapping._meta)
-
-    def __contains__(self, name: Any) -> Any:
-        return name in self.properties.properties
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties.properties[name]
-
-    def __iter__(self) -> Any:
-        return iter(self.properties.properties)
-
-    def field(self, *args: Any, **kwargs: Any) -> "Mapping":
-        self.properties.field(*args, **kwargs)
-        return self
-
-    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "Mapping":
-        if not name.startswith("_") and name not in META_FIELDS:
-            name = "_" + name
-
-        if params and kwargs:
-            raise ValueError("Meta configs cannot have both value and a dictionary.")
-
-        self._meta[name] = kwargs if params is None else params
-        return self
-
-    def to_dict(self) -> Any:
-        meta = self._meta
-
-        # hard coded serialization of analyzers in _all
-        if "_all" in meta:
-            meta = meta.copy()
-            _all = meta["_all"] = meta["_all"].copy()
-            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
-                if hasattr(_all.get(f, None), "to_dict"):
-                    _all[f] = _all[f].to_dict()
-        meta.update(self.properties.to_dict())
-        return meta
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/query.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/query.py
deleted file mode 100644
index 1d3b6671d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/query.py
+++ /dev/null
@@ -1,526 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any, Optional
-
-# 'SF' looks unused but the test suite assumes it's available
-# from this module so others are liable to do so as well.
-from ..helpers.function import SF, ScoreFunction
-from .utils import DslBase
-
-
-def Q(  # pylint: disable=invalid-name
-    name_or_query: Any = "match_all", **params: Any
-) -> Any:
-    # {"match": {"title": "python"}}
-    if isinstance(name_or_query, collections_abc.Mapping):
-        if params:
-            raise ValueError("Q() cannot accept parameters when passing in a dict.")
-        if len(name_or_query) != 1:
-            raise ValueError(
-                'Q() can only accept dict with a single query ({"match": {...}}). '
-                "Instead it got (%r)" % name_or_query
-            )
-        name, params = name_or_query.copy().popitem()  # type: ignore
-        return Query.get_dsl_class(name)(_expand__to_dot=False, **params)
-
-    # MatchAll()
-    if isinstance(name_or_query, Query):
-        if params:
-            raise ValueError(
-                "Q() cannot accept parameters when passing in a Query object."
-            )
-        return name_or_query
-
-    # s.query = Q('filtered', query=s.query)
-    if hasattr(name_or_query, "_proxied"):
-        return name_or_query._proxied
-
-    # "match", title="python"
-    return Query.get_dsl_class(name_or_query)(**params)
-
-
-class Query(DslBase):
-    _type_name: str = "query"
-    _type_shortcut = staticmethod(Q)
-    name: Optional[str] = None
-
-    def __add__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__radd__"):
-            return other.__radd__(self)
-        return Bool(must=[self, other])
-
-    def __invert__(self) -> Any:
-        return Bool(must_not=[self])
-
-    def __or__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__ror__"):
-            return other.__ror__(self)
-        return Bool(should=[self, other])
-
-    def __and__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__rand__"):
-            return other.__rand__(self)
-        return Bool(must=[self, other])
-
-
-class MatchAll(Query):
-    name = "match_all"
-
-    def __add__(self, other: Any) -> Any:
-        return other._clone()
-
-    __and__ = __rand__ = __radd__ = __add__
-
-    def __or__(self, other: Any) -> "MatchAll":
-        return self
-
-    __ror__ = __or__
-
-    def __invert__(self) -> Any:
-        return MatchNone()
-
-
-EMPTY_QUERY = MatchAll()
-
-
-class MatchNone(Query):
-    name = "match_none"
-
-    def __add__(self, other: Any) -> "MatchNone":
-        return self
-
-    __and__ = __rand__ = __radd__ = __add__
-
-    def __or__(self, other: Any) -> Any:
-        return other._clone()
-
-    __ror__ = __or__
-
-    def __invert__(self) -> Any:
-        return MatchAll()
-
-
-class Bool(Query):
-    name = "bool"
-    _param_defs = {
-        "must": {"type": "query", "multi": True},
-        "should": {"type": "query", "multi": True},
-        "must_not": {"type": "query", "multi": True},
-        "filter": {"type": "query", "multi": True},
-    }
-
-    def __add__(self, other: "Bool") -> Any:
-        q = self._clone()
-        if isinstance(other, Bool):
-            q.must += other.must
-            q.should += other.should
-            q.must_not += other.must_not
-            q.filter += other.filter
-        else:
-            q.must.append(other)
-        return q
-
-    __radd__ = __add__
-
-    def __or__(self, other: "Bool") -> Any:
-        for q in (self, other):
-            if isinstance(q, Bool) and not any(
-                (q.must, q.must_not, q.filter, getattr(q, "minimum_should_match", None))
-            ):
-                other = self if q is other else other
-                q = q._clone()
-                if isinstance(other, Bool) and not any(
-                    (
-                        other.must,
-                        other.must_not,
-                        other.filter,
-                        getattr(other, "minimum_should_match", None),
-                    )
-                ):
-                    q.should.extend(other.should)
-                else:
-                    q.should.append(other)
-                return q
-
-        return Bool(should=[self, other])
-
-    __ror__ = __or__
-
-    @property
-    def _min_should_match(self) -> Any:
-        return getattr(
-            self,
-            "minimum_should_match",
-            0 if not self.should or (self.must or self.filter) else 1,
-        )
-
-    def __invert__(self) -> Any:
-        # Because an empty Bool query is treated like
-        # MatchAll the inverse should be MatchNone
-        if not any(chain(self.must, self.filter, self.should, self.must_not)):
-            return MatchNone()
-
-        negations = []
-        for q in chain(self.must, self.filter):
-            negations.append(~q)
-
-        for q in self.must_not:
-            negations.append(q)
-
-        if self.should and self._min_should_match:
-            negations.append(Bool(must_not=self.should[:]))
-
-        if len(negations) == 1:
-            return negations[0]
-        return Bool(should=negations)
-
-    def __and__(self, other: "Bool") -> Any:
-        q = self._clone()
-        if isinstance(other, Bool):
-            q.must += other.must
-            q.must_not += other.must_not
-            q.filter += other.filter
-            q.should = []
-
-            # reset minimum_should_match as it will get calculated below
-            if "minimum_should_match" in q._params:
-                del q._params["minimum_should_match"]
-
-            for qx in (self, other):
-                # TODO: percentages will fail here
-                min_should_match = qx._min_should_match
-                # all subqueries are required
-                if len(qx.should) <= min_should_match:
-                    q.must.extend(qx.should)
-                # not all of them are required, use it and remember min_should_match
-                elif not q.should:
-                    q.minimum_should_match = min_should_match
-                    q.should = qx.should
-                # all queries are optional, just extend should
-                elif q._min_should_match == 0 and min_should_match == 0:
-                    q.should.extend(qx.should)
-                # not all are required, add a should list to the must with proper min_should_match
-                else:
-                    q.must.append(
-                        Bool(should=qx.should, minimum_should_match=min_should_match)
-                    )
-        else:
-            if not (q.must or q.filter) and q.should:
-                q._params.setdefault("minimum_should_match", 1)
-            q.must.append(other)
-        return q
-
-    __rand__ = __and__
-
-
-class FunctionScore(Query):
-    name = "function_score"
-    _param_defs = {
-        "query": {"type": "query"},
-        "filter": {"type": "query"},
-        "functions": {"type": "score_function", "multi": True},
-    }
-
-    def __init__(self, **kwargs: Any) -> None:
-        if "functions" in kwargs:
-            pass
-        else:
-            fns = kwargs["functions"] = []
-            for name in ScoreFunction._classes:
-                if name in kwargs:
-                    fns.append({name: kwargs.pop(name)})
-        super(FunctionScore, self).__init__(**kwargs)
-
-
-# compound queries
-class Boosting(Query):
-    name = "boosting"
-    _param_defs = {"positive": {"type": "query"}, "negative": {"type": "query"}}
-
-
-class ConstantScore(Query):
-    name = "constant_score"
-    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
-
-
-class DisMax(Query):
-    name = "dis_max"
-    _param_defs = {"queries": {"type": "query", "multi": True}}
-
-
-class Filtered(Query):
-    name = "filtered"
-    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
-
-
-class Indices(Query):
-    name = "indices"
-    _param_defs = {"query": {"type": "query"}, "no_match_query": {"type": "query"}}
-
-
-class Percolate(Query):
-    name = "percolate"
-
-
-# relationship queries
-class Nested(Query):
-    name = "nested"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class HasChild(Query):
-    name = "has_child"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class HasParent(Query):
-    name = "has_parent"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class TopChildren(Query):
-    name = "top_children"
-    _param_defs = {"query": {"type": "query"}}
-
-
-# compount span queries
-class SpanFirst(Query):
-    name = "span_first"
-    _param_defs = {"match": {"type": "query"}}
-
-
-class SpanMulti(Query):
-    name = "span_multi"
-    _param_defs = {"match": {"type": "query"}}
-
-
-class SpanNear(Query):
-    name = "span_near"
-    _param_defs = {"clauses": {"type": "query", "multi": True}}
-
-
-class SpanNot(Query):
-    name = "span_not"
-    _param_defs = {"exclude": {"type": "query"}, "include": {"type": "query"}}
-
-
-class SpanOr(Query):
-    name = "span_or"
-    _param_defs = {"clauses": {"type": "query", "multi": True}}
-
-
-class FieldMaskingSpan(Query):
-    name = "field_masking_span"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class SpanContaining(Query):
-    name = "span_containing"
-    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
-
-
-# Original implementation contained
-# a typo: remove in v8.0.
-SpanContainining = SpanContaining
-
-
-class SpanWithin(Query):
-    name = "span_within"
-    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
-
-
-# core queries
-class Common(Query):
-    name = "common"
-
-
-class Fuzzy(Query):
-    name = "fuzzy"
-
-
-class FuzzyLikeThis(Query):
-    name = "fuzzy_like_this"
-
-
-class FuzzyLikeThisField(Query):
-    name = "fuzzy_like_this_field"
-
-
-class RankFeature(Query):
-    name = "rank_feature"
-
-
-class DistanceFeature(Query):
-    name = "distance_feature"
-
-
-class GeoBoundingBox(Query):
-    name = "geo_bounding_box"
-
-
-class GeoDistance(Query):
-    name = "geo_distance"
-
-
-class GeoDistanceRange(Query):
-    name = "geo_distance_range"
-
-
-class GeoPolygon(Query):
-    name = "geo_polygon"
-
-
-class GeoShape(Query):
-    name = "geo_shape"
-
-
-class GeohashCell(Query):
-    name = "geohash_cell"
-
-
-class Ids(Query):
-    name = "ids"
-
-
-class Intervals(Query):
-    name = "intervals"
-
-
-class Limit(Query):
-    name = "limit"
-
-
-class Match(Query):
-    name = "match"
-
-
-class MatchPhrase(Query):
-    name = "match_phrase"
-
-
-class MatchPhrasePrefix(Query):
-    name = "match_phrase_prefix"
-
-
-class MatchBoolPrefix(Query):
-    name = "match_bool_prefix"
-
-
-class Exists(Query):
-    name = "exists"
-
-
-class MoreLikeThis(Query):
-    name = "more_like_this"
-
-
-class MoreLikeThisField(Query):
-    name = "more_like_this_field"
-
-
-class MultiMatch(Query):
-    name = "multi_match"
-
-
-class Prefix(Query):
-    name = "prefix"
-
-
-class QueryString(Query):
-    name = "query_string"
-
-
-class Range(Query):
-    name = "range"
-
-
-class Regexp(Query):
-    name = "regexp"
-
-
-class Shape(Query):
-    name = "shape"
-
-
-class SimpleQueryString(Query):
-    name = "simple_query_string"
-
-
-class SpanTerm(Query):
-    name = "span_term"
-
-
-class Template(Query):
-    name = "template"
-
-
-class Term(Query):
-    name = "term"
-
-
-class Terms(Query):
-    name = "terms"
-
-
-class TermsSet(Query):
-    name = "terms_set"
-
-
-class Wildcard(Query):
-    name = "wildcard"
-
-
-class Script(Query):
-    name = "script"
-
-
-class ScriptScore(Query):
-    name = "script_score"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class Type(Query):
-    name = "type"
-
-
-class ParentId(Query):
-    name = "parent_id"
-
-
-class Wrapper(Query):
-    name = "wrapper"
-
-
-__all__ = ["SF"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/__init__.py
deleted file mode 100644
index 4858f9512..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/__init__.py
+++ /dev/null
@@ -1,130 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, AttrList, _wrap
-from .hit import Hit, HitMeta
-
-
-class Response(AttrDict):
-    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
-        super(AttrDict, self).__setattr__("_search", search)
-        super(AttrDict, self).__setattr__("_doc_class", doc_class)
-        super(Response, self).__init__(response)
-
-    def __iter__(self) -> Any:
-        return iter(self.hits)
-
-    def __getitem__(self, key: Any) -> Any:
-        if isinstance(key, (slice, int)):
-            # for slicing etc
-            return self.hits[key]
-        return super(Response, self).__getitem__(key)
-
-    def __nonzero__(self) -> Any:
-        return bool(self.hits)
-
-    __bool__ = __nonzero__
-
-    def __repr__(self) -> str:
-        return "<Response: %r>" % (self.hits or self.aggregations)
-
-    def __len__(self) -> int:
-        return len(self.hits)
-
-    def __getstate__(self) -> Any:
-        return self._d_, self._search, self._doc_class
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("_d_", state[0])
-        super(AttrDict, self).__setattr__("_search", state[1])
-        super(AttrDict, self).__setattr__("_doc_class", state[2])
-
-    def success(self) -> bool:
-        return self._shards.total == self._shards.successful and not self.timed_out
-
-    @property
-    def hits(self) -> Any:
-        if not hasattr(self, "_hits"):
-            h = self._d_["hits"]
-
-            try:
-                hits = AttrList(map(self._search._get_result, h["hits"]))
-            except AttributeError as e:
-                # avoid raising AttributeError since it will be hidden by the property
-                raise TypeError("Could not parse hits.", e)
-
-            # avoid assigning _hits into self._d_
-            super(AttrDict, self).__setattr__("_hits", hits)
-            for k in h:
-                setattr(self._hits, k, _wrap(h[k]))
-        return self._hits
-
-    @property
-    def aggregations(self) -> Any:
-        return self.aggs
-
-    @property
-    def aggs(self) -> Any:
-        if not hasattr(self, "_aggs"):
-            aggs = AggResponse(
-                self._search.aggs, self._search, self._d_.get("aggregations", {})
-            )
-
-            # avoid assigning _aggs into self._d_
-            super(AttrDict, self).__setattr__("_aggs", aggs)
-        return self._aggs
-
-
-class AggResponse(AttrDict):
-    def __init__(self, aggs: Any, search: Any, data: Any) -> None:
-        super(AttrDict, self).__setattr__("_meta", {"search": search, "aggs": aggs})
-        super(AggResponse, self).__init__(data)
-
-    def __getitem__(self, attr_name: Any) -> Any:
-        if attr_name in self._meta["aggs"]:
-            # don't do self._meta['aggs'][attr_name] to avoid copying
-            agg = self._meta["aggs"].aggs[attr_name]
-            return agg.result(self._meta["search"], self._d_[attr_name])
-        return super(AggResponse, self).__getitem__(attr_name)
-
-    def __iter__(self) -> Any:
-        for name in self._meta["aggs"]:
-            yield self[name]
-
-
-class UpdateByQueryResponse(AttrDict):
-    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
-        super(AttrDict, self).__setattr__("_search", search)
-        super(AttrDict, self).__setattr__("_doc_class", doc_class)
-        super(UpdateByQueryResponse, self).__init__(response)
-
-    def success(self) -> bool:
-        return not self.timed_out and not self.failures
-
-
-__all__ = ["Response", "AggResponse", "UpdateByQueryResponse", "Hit", "HitMeta"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/aggs.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/aggs.py
deleted file mode 100644
index f52208e63..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/aggs.py
+++ /dev/null
@@ -1,94 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, AttrList
-from . import AggResponse, Response
-
-
-class Bucket(AggResponse):
-    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
-        super(Bucket, self).__init__(aggs, search, data)
-
-
-class FieldBucket(Bucket):
-    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
-        if field:
-            data["key"] = field.deserialize(data["key"])
-        super(FieldBucket, self).__init__(aggs, search, data, field)
-
-
-class BucketData(AggResponse):
-    _bucket_class = Bucket
-
-    def _wrap_bucket(self, data: Any) -> Any:
-        return self._bucket_class(
-            self._meta["aggs"],
-            self._meta["search"],
-            data,
-            field=self._meta.get("field"),
-        )
-
-    def __iter__(self) -> Any:
-        return iter(self.buckets)
-
-    def __len__(self) -> int:
-        return len(self.buckets)
-
-    def __getitem__(self, key: Any) -> Any:
-        if isinstance(key, (int, slice)):
-            return self.buckets[key]
-        return super(BucketData, self).__getitem__(key)
-
-    @property
-    def buckets(self) -> Any:
-        if not hasattr(self, "_buckets"):
-            field = getattr(self._meta["aggs"], "field", None)
-            if field:
-                self._meta["field"] = self._meta["search"]._resolve_field(field)
-            bs = self._d_["buckets"]
-            if isinstance(bs, list):
-                bs = AttrList(bs, obj_wrapper=self._wrap_bucket)
-            else:
-                bs = AttrDict({k: self._wrap_bucket(bs[k]) for k in bs})
-            super(AttrDict, self).__setattr__("_buckets", bs)
-        return self._buckets
-
-
-class FieldBucketData(BucketData):
-    _bucket_class = FieldBucket
-
-
-class TopHitsData(Response):
-    def __init__(self, agg: Any, search: Any, data: Any) -> None:
-        super(AttrDict, self).__setattr__(
-            "meta", AttrDict({"agg": agg, "search": search})
-        )
-        super(TopHitsData, self).__init__(search, data)
-
-
-__all__ = ["AggResponse"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/hit.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/hit.py
deleted file mode 100644
index 319a886fd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/response/hit.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, HitMeta
-
-
-class Hit(AttrDict):
-    def __init__(self, document: Any) -> None:
-        data = {}
-        if "_source" in document:
-            data = document["_source"]
-        if "fields" in document:
-            data.update(document["fields"])
-
-        super(Hit, self).__init__(data)
-        # assign meta as attribute and not as key in self._d_
-        super(AttrDict, self).__setattr__("meta", HitMeta(document))
-
-    def __getstate__(self) -> Any:
-        # add self.meta since it is not in self.__dict__
-        return super(Hit, self).__getstate__() + (self.meta,)
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("meta", state[-1])
-        super(Hit, self).__setstate__(state[:-1])
-
-    def __dir__(self) -> Any:
-        # be sure to expose meta in dir(self)
-        return super(Hit, self).__dir__() + ["meta"]
-
-    def __repr__(self) -> str:
-        return "<Hit({}): {}>".format(
-            "/".join(
-                getattr(self.meta, key) for key in ("index", "id") if key in self.meta
-            ),
-            super(Hit, self).__repr__(),
-        )
-
-
-__all__ = ["Hit", "HitMeta"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/search.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/search.py
deleted file mode 100644
index 5693e9160..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/search.py
+++ /dev/null
@@ -1,868 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-import copy
-from typing import Any
-
-from six import iteritems, string_types
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.exceptions import TransportError
-from opensearchpy.helpers import scan
-
-from ..exceptions import IllegalOperation
-from ..helpers.query import Bool, Q
-from .aggs import A, AggBase
-from .response import Hit, Response
-from .utils import AttrDict, DslBase, recursive_to_dict
-
-
-class QueryProxy(object):
-    """
-    Simple proxy around DSL objects (queries) that can be called
-    (to add query/post_filter) and also allows attribute access which is proxied to
-    the wrapped query.
-    """
-
-    def __init__(self, search: Any, attr_name: Any) -> None:
-        self._search = search
-        self._proxied: Any = None
-        self._attr_name = attr_name
-
-    def __nonzero__(self) -> bool:
-        return self._proxied is not None
-
-    __bool__ = __nonzero__
-
-    def __call__(self, *args: Any, **kwargs: Any) -> Any:
-        s = self._search._clone()
-
-        # we cannot use self._proxied since we just cloned self._search and
-        # need to access the new self on the clone
-        proxied = getattr(s, self._attr_name)
-        if proxied._proxied is None:
-            proxied._proxied = Q(*args, **kwargs)
-        else:
-            proxied._proxied &= Q(*args, **kwargs)
-
-        # always return search to be chainable
-        return s
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._proxied, attr_name)
-
-    def __setattr__(self, attr_name: Any, value: Any) -> None:
-        if not attr_name.startswith("_"):
-            self._proxied = Q(self._proxied.to_dict())
-            setattr(self._proxied, attr_name, value)
-        super(QueryProxy, self).__setattr__(attr_name, value)
-
-    def __getstate__(self) -> Any:
-        return self._search, self._proxied, self._attr_name
-
-    def __setstate__(self, state: Any) -> None:
-        self._search, self._proxied, self._attr_name = state
-
-
-class ProxyDescriptor(object):
-    """
-    Simple descriptor to enable setting of queries and filters as:
-
-        s = Search()
-        s.query = Q(...)
-
-    """
-
-    def __init__(self, name: str) -> None:
-        self._attr_name = "_%s_proxy" % name
-
-    def __get__(self, instance: Any, owner: Any) -> Any:
-        return getattr(instance, self._attr_name)
-
-    def __set__(self, instance: Any, value: Any) -> None:
-        proxy = getattr(instance, self._attr_name)
-        proxy._proxied = Q(value)
-
-
-class AggsProxy(AggBase, DslBase):
-    name = "aggs"
-
-    def __init__(self, search: Any) -> None:
-        self._base = self
-        self._search = search
-        self._params = {"aggs": {}}
-
-    def to_dict(self) -> Any:
-        return super(AggsProxy, self).to_dict().get("aggs", {})
-
-
-class Request(object):
-    _doc_type: Any
-    _doc_type_map: Any
-
-    def __init__(
-        self,
-        using: str = "default",
-        index: Any = None,
-        doc_type: Any = None,
-        extra: Any = None,
-    ) -> None:
-        self._using = using
-
-        self._index = None
-        if isinstance(index, (tuple, list)):
-            self._index = list(index)
-        elif index:
-            self._index = [index]
-
-        self._doc_type = []
-        self._doc_type_map = {}
-        if isinstance(doc_type, (tuple, list)):
-            self._doc_type.extend(doc_type)
-        elif isinstance(doc_type, collections_abc.Mapping):
-            self._doc_type.extend(doc_type.keys())
-            self._doc_type_map.update(doc_type)
-        elif doc_type:
-            self._doc_type.append(doc_type)
-
-        self._params: Any = {}
-        self._extra: Any = extra or {}
-
-    def __eq__(self: Any, other: Any) -> bool:
-        return (
-            isinstance(other, Request)
-            and other._params == self._params
-            and other._index == self._index
-            and other._doc_type == self._doc_type
-            and other.to_dict() == self.to_dict()  # type: ignore
-        )
-
-    def __copy__(self) -> Any:
-        return self._clone()
-
-    def params(self, **kwargs: Any) -> Any:
-        """
-        Specify query params to be used when executing the search. All the
-        keyword arguments will override the current values.
-
-        Example::
-
-            s = Search()
-            s = s.params(routing='user-1', preference='local')
-        """
-        s = self._clone()
-        s._params.update(kwargs)
-        return s
-
-    def index(self, *index: Any) -> Any:
-        """
-        Set the index for the search. If called empty it will remove all information.
-
-        Example:
-
-            s = Search()
-            s = s.index('twitter-2015.01.01', 'twitter-2015.01.02')
-            s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02'])
-        """
-        # .index() resets
-        s = self._clone()
-        if not index:
-            s._index = None
-        else:
-            indexes = []
-            for i in index:
-                if isinstance(i, string_types):
-                    indexes.append(i)
-                elif isinstance(i, list):
-                    indexes += i
-                elif isinstance(i, tuple):
-                    indexes += list(i)
-
-            s._index = (self._index or []) + indexes
-
-        return s
-
-    def _resolve_field(self, path: Any) -> Any:
-        for dt in self._doc_type:
-            if not hasattr(dt, "_index"):
-                continue
-            field = dt._index.resolve_field(path)
-            if field is not None:
-                return field
-
-    def _resolve_nested(self, hit: Any, parent_class: Any = None) -> Any:
-        doc_class = Hit
-
-        nested_path: Any = []
-        nesting = hit["_nested"]
-        while nesting and "field" in nesting:
-            nested_path.append(nesting["field"])
-            nesting = nesting.get("_nested")
-        nested_path = ".".join(nested_path)
-
-        if hasattr(parent_class, "_index"):
-            nested_field = parent_class._index.resolve_field(nested_path)
-        else:
-            nested_field = self._resolve_field(nested_path)
-
-        if nested_field is not None:
-            return nested_field._doc_class
-
-        return doc_class
-
-    def _get_result(self, hit: Any, parent_class: Any = None) -> Any:
-        doc_class = Hit
-        dt = hit.get("_type")
-
-        if "_nested" in hit:
-            doc_class = self._resolve_nested(hit, parent_class)
-
-        elif dt in self._doc_type_map:
-            doc_class = self._doc_type_map[dt]
-
-        else:
-            for doc_type in self._doc_type:
-                if hasattr(doc_type, "_matches") and doc_type._matches(hit):
-                    doc_class = doc_type
-                    break
-
-        for t in hit.get("inner_hits", ()):
-            hit["inner_hits"][t] = Response(
-                self, hit["inner_hits"][t], doc_class=doc_class
-            )
-
-        callback = getattr(doc_class, "from_opensearch", doc_class)
-        return callback(hit)
-
-    def doc_type(self, *doc_type: Any, **kwargs: Any) -> Any:
-        """
-        Set the type to search through. You can supply a single value or
-        multiple. Values can be strings or subclasses of ``Document``.
-
-        You can also pass in any keyword arguments, mapping a doc_type to a
-        callback that should be used instead of the Hit class.
-
-        If no doc_type is supplied any information stored on the instance will
-        be erased.
-
-        Example:
-
-            s = Search().doc_type('product', 'store', User, custom=my_callback)
-        """
-        # .doc_type() resets
-        s = self._clone()
-        if not doc_type and not kwargs:
-            s._doc_type = []
-            s._doc_type_map = {}
-        else:
-            s._doc_type.extend(doc_type)
-            s._doc_type.extend(kwargs.keys())
-            s._doc_type_map.update(kwargs)
-        return s
-
-    def using(self, client: Any) -> Any:
-        """
-        Associate the search request with an opensearch client. A fresh copy
-        will be returned with current instance remaining unchanged.
-
-        :arg client: an instance of ``opensearchpy.OpenSearch`` to use or
-            an alias to look up in ``opensearchpy.connections``
-
-        """
-        s = self._clone()
-        s._using = client
-        return s
-
-    def extra(self, **kwargs: Any) -> Any:
-        """
-        Add extra keys to the request body. Mostly here for backwards
-        compatibility.
-        """
-        s = self._clone()
-        if "from_" in kwargs:
-            kwargs["from"] = kwargs.pop("from_")
-        s._extra.update(kwargs)
-        return s
-
-    def _clone(self) -> Any:
-        s = self.__class__(
-            using=self._using, index=self._index, doc_type=self._doc_type
-        )
-        s._doc_type_map = self._doc_type_map.copy()
-        s._extra = self._extra.copy()
-        s._params = self._params.copy()
-        return s
-
-
-class Search(Request):
-    query = ProxyDescriptor("query")
-    post_filter = ProxyDescriptor("post_filter")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Search request to opensearch.
-
-        :arg using: `OpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-        """
-        super(Search, self).__init__(**kwargs)
-
-        self.aggs = AggsProxy(self)
-        self._sort: Any = []
-        self._collapse: Any = {}
-        self._source: Any = None
-        self._highlight: Any = {}
-        self._highlight_opts: Any = {}
-        self._suggest: Any = {}
-        self._script_fields: Any = {}
-        self._response_class = Response
-
-        self._query_proxy = QueryProxy(self, "query")
-        self._post_filter_proxy = QueryProxy(self, "post_filter")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    def __iter__(self) -> Any:
-        """
-        Iterate over the hits.
-        """
-        return iter(self.execute())
-
-    def __getitem__(self, n: Any) -> Any:
-        """
-        Support slicing the `Search` instance for pagination.
-
-        Slicing equates to the from/size parameters. E.g.::
-
-            s = Search().query(...)[0:25]
-
-        is equivalent to::
-
-            s = Search().query(...).extra(from_=0, size=25)
-
-        """
-        s = self._clone()
-
-        if isinstance(n, slice):
-            # If negative slicing, abort.
-            if n.start and n.start < 0 or n.stop and n.stop < 0:
-                raise ValueError("Search does not support negative slicing.")
-            # OpenSearch won't get all results so we default to size: 10 if
-            # stop not given.
-            s._extra["from"] = n.start or 0
-            s._extra["size"] = max(
-                0, n.stop - (n.start or 0) if n.stop is not None else 10
-            )
-            return s
-        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
-            # If negative index, abort.
-            if n < 0:
-                raise ValueError("Search does not support negative indexing.")
-            s._extra["from"] = n
-            s._extra["size"] = 1
-            return s
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `Search` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            s = Search.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "aggs": {...}
-            })
-            s = s.filter('term', published=True)
-        """
-        s = cls()
-        s.update_from_dict(d)
-        return s
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        s = super(Search, self)._clone()
-
-        s._response_class = self._response_class
-        s._sort = self._sort[:]
-        s._source = copy.copy(self._source) if self._source is not None else None
-        s._highlight = self._highlight.copy()
-        s._highlight_opts = self._highlight_opts.copy()
-        s._suggest = self._suggest.copy()
-        s._script_fields = self._script_fields.copy()
-        for x in ("query", "post_filter"):
-            getattr(s, x)._proxied = getattr(self, x)._proxied
-
-        # copy top-level bucket definitions
-        if self.aggs._params.get("aggs"):
-            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
-        return s
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        s = self._clone()
-        s._response_class = cls
-        return s
-
-    def update_from_dict(self, d: Any) -> "Search":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "post_filter" in d:
-            self.post_filter._proxied = Q(d.pop("post_filter"))
-
-        aggs = d.pop("aggs", d.pop("aggregations", {}))
-        if aggs:
-            self.aggs._params = {
-                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
-            }
-        if "sort" in d:
-            self._sort = d.pop("sort")
-        if "_source" in d:
-            self._source = d.pop("_source")
-        if "highlight" in d:
-            high = d.pop("highlight").copy()
-            self._highlight = high.pop("fields")
-            self._highlight_opts = high
-        if "suggest" in d:
-            self._suggest = d.pop("suggest")
-            if "text" in self._suggest:
-                text = self._suggest.pop("text")
-                for s in self._suggest.values():
-                    s.setdefault("text", text)
-        if "script_fields" in d:
-            self._script_fields = d.pop("script_fields")
-        self._extra.update(d)
-        return self
-
-    def script_fields(self, **kwargs: Any) -> Any:
-        """
-        Define script fields to be calculated on hits.
-
-        Example::
-
-            s = Search()
-            s = s.script_fields(times_two="doc['field'].value * 2")
-            s = s.script_fields(
-                times_three={
-                    'script': {
-                        'lang': 'painless',
-                        'source': "doc['field'].value * params.n",
-                        'params': {'n': 3}
-                    }
-                }
-            )
-
-        """
-        s = self._clone()
-        for name in kwargs:
-            if isinstance(kwargs[name], string_types):
-                kwargs[name] = {"script": kwargs[name]}
-        s._script_fields.update(kwargs)
-        return s
-
-    def source(self, fields: Any = None, **kwargs: Any) -> Any:
-        """
-        Selectively control how the _source field is returned.
-
-        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
-
-        If ``fields`` is None, the entire document will be returned for
-        each hit.  If fields is a dictionary with keys of 'includes' and/or
-        'excludes' the fields will be either included or excluded appropriately.
-
-        Calling this multiple times with the same named parameter will override the
-        previous values with the new ones.
-
-        Example::
-
-            s = Search()
-            s = s.source(includes=['obj1.*'], excludes=["*.description"])
-
-            s = Search()
-            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
-
-        """
-        s = self._clone()
-
-        if fields and kwargs:
-            raise ValueError("You cannot specify fields and kwargs at the same time.")
-
-        if fields is not None:
-            s._source = fields
-            return s
-
-        if kwargs and not isinstance(s._source, dict):
-            s._source = {}
-
-        for key, value in kwargs.items():
-            if value is None:
-                try:
-                    del s._source[key]
-                except KeyError:
-                    pass
-            else:
-                s._source[key] = value
-
-        return s
-
-    def sort(self, *keys: Any) -> Any:
-        """
-        Add sorting information to the search request. If called without
-        arguments it will remove all sort requirements. Otherwise it will
-        replace them. Acceptable arguments are::
-
-            'some.field'
-            '-some.other.field'
-            {'different.field': {'any': 'dict'}}
-
-        so for example::
-
-            s = Search().sort(
-                'category',
-                '-title',
-                {"price" : {"order" : "asc", "mode" : "avg"}}
-            )
-
-        will sort by ``category``, ``title`` (in descending order) and
-        ``price`` in ascending order using the ``avg`` mode.
-
-        The API returns a copy of the Search object and can thus be chained.
-        """
-        s = self._clone()
-        s._sort = []
-        for k in keys:
-            if isinstance(k, string_types) and k.startswith("-"):
-                if k[1:] == "_score":
-                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
-                k = {k[1:]: {"order": "desc"}}
-            s._sort.append(k)
-        return s
-
-    def collapse(
-        self,
-        field: Any = None,
-        inner_hits: Any = None,
-        max_concurrent_group_searches: Any = None,
-    ) -> Any:
-        """
-        Add collapsing information to the search request.
-
-        If called without providing ``field``, it will remove all collapse
-        requirements, otherwise it will replace them with the provided
-        arguments.
-
-        The API returns a copy of the Search object and can thus be chained.
-        """
-        s = self._clone()
-        s._collapse = {}
-
-        if field is None:
-            return s
-
-        s._collapse["field"] = field
-        if inner_hits:
-            s._collapse["inner_hits"] = inner_hits
-        if max_concurrent_group_searches:
-            s._collapse["max_concurrent_group_searches"] = max_concurrent_group_searches
-        return s
-
-    def highlight_options(self, **kwargs: Any) -> Any:
-        """
-        Update the global highlighting options used for this request. For
-        example::
-
-            s = Search()
-            s = s.highlight_options(order='score')
-        """
-        s = self._clone()
-        s._highlight_opts.update(kwargs)
-        return s
-
-    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
-        """
-        Request highlighting of some fields. All keyword arguments passed in will be
-        used as parameters for all the fields in the ``fields`` parameter. Example::
-
-            Search().highlight('title', 'body', fragment_size=50)
-
-        will produce the equivalent of::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 50},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        If you want to have different options for different fields
-        you can call ``highlight`` twice::
-
-            Search().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
-
-        which will produce::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 100},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        """
-        s = self._clone()
-        for f in fields:
-            s._highlight[f] = kwargs
-        return s
-
-    def suggest(self, name: Any, text: Any, **kwargs: Any) -> Any:
-        """
-        Add a suggestions request to the search.
-
-        :arg name: name of the suggestion
-        :arg text: text to suggest on
-
-        All keyword arguments will be added to the suggestions body. For example::
-
-            s = Search()
-            s = s.suggest('suggestion-1', 'OpenSearch', term={'field': 'body'})
-        """
-        s = self._clone()
-        s._suggest[name] = {"text": text}
-        s._suggest[name].update(kwargs)
-        return s
-
-    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request's body.
-
-        :arg count: a flag to specify if we are interested in a body for count -
-            no aggregations, no pagination bounds etc.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        # count request doesn't care for sorting and other things
-        if not count:
-            if self.post_filter:
-                d["post_filter"] = self.post_filter.to_dict()
-
-            if self.aggs.aggs:
-                d.update(self.aggs.to_dict())
-
-            if self._sort:
-                d["sort"] = self._sort
-
-            if self._collapse:
-                d["collapse"] = self._collapse
-
-            d.update(recursive_to_dict(self._extra))
-
-            if self._source not in (None, {}):
-                d["_source"] = self._source
-
-            if self._highlight:
-                d["highlight"] = {"fields": self._highlight}
-                d["highlight"].update(self._highlight_opts)
-
-            if self._suggest:
-                d["suggest"] = self._suggest
-
-            if self._script_fields:
-                d["script_fields"] = self._script_fields
-
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    def count(self) -> Any:
-        """
-        Return the number of hits matching the query and filters. Note that
-        only the actual number is returned.
-        """
-        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
-            return self._response.hits.total.value
-
-        opensearch = get_connection(self._using)
-
-        d = self.to_dict(count=True)
-        # TODO: failed shards detection
-        return opensearch.count(index=self._index, body=d, **self._params)["count"]
-
-    def execute(self, ignore_cache: bool = False) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-
-        :arg ignore_cache: if set to ``True``, consecutive calls will hit
-            OpenSearch, while cached result will be ignored. Defaults to `False`
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = get_connection(self._using)
-
-            self._response = self._response_class(
-                self,
-                opensearch.search(
-                    index=self._index, body=self.to_dict(), **self._params
-                ),
-            )
-        return self._response
-
-    def scan(self) -> Any:
-        """
-        Turn the search into a scan search and return a generator that will
-        iterate over all the documents matching the query.
-
-        Use ``params`` method to specify any additional arguments you with to
-        pass to the underlying ``scan`` helper from ``opensearchpy``
-
-        """
-        opensearch = get_connection(self._using)
-
-        for hit in scan(
-            opensearch, query=self.to_dict(), index=self._index, **self._params
-        ):
-            yield self._get_result(hit)
-
-    def delete(self) -> Any:
-        """
-        delete() executes the query by delegating to delete_by_query()
-        """
-
-        opensearch = get_connection(self._using)
-
-        return AttrDict(
-            opensearch.delete_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-        )
-
-
-class MultiSearch(Request):
-    """
-    Combine multiple :class:`~opensearchpy.Search` objects into a single
-    request.
-    """
-
-    def __init__(self, **kwargs: Any) -> None:
-        super(MultiSearch, self).__init__(**kwargs)
-        self._searches: Any = []
-
-    def __getitem__(self, key: Any) -> Any:
-        return self._searches[key]
-
-    def __iter__(self) -> Any:
-        return iter(self._searches)
-
-    def _clone(self) -> Any:
-        ms = super(MultiSearch, self)._clone()
-        ms._searches = self._searches[:]
-        return ms
-
-    def add(self, search: Any) -> Any:
-        """
-        Adds a new :class:`~opensearchpy.Search` object to the request::
-
-            ms = MultiSearch(index='my-index')
-            ms = ms.add(Search(doc_type=Category).filter('term', category='python'))
-            ms = ms.add(Search(doc_type=Blog))
-        """
-        ms = self._clone()
-        ms._searches.append(search)
-        return ms
-
-    def to_dict(self) -> Any:
-        out = []
-        for s in self._searches:
-            meta = {}
-            if s._index:
-                meta["index"] = s._index
-            meta.update(s._params)
-
-            out.append(meta)
-            out.append(s.to_dict())
-
-        return out
-
-    def execute(self, ignore_cache: Any = False, raise_on_error: Any = True) -> Any:
-        """
-        Execute the multi search request and return a list of search results.
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = get_connection(self._using)
-
-            responses = opensearch.msearch(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-
-            out = []
-            for s, r in zip(self._searches, responses["responses"]):
-                if r.get("error", False):
-                    if raise_on_error:
-                        raise TransportError("N/A", r["error"]["type"], r["error"])
-                    r = None
-                else:
-                    r = Response(s, r)
-                out.append(r)
-
-            self._response = out
-
-        return self._response
-
-
-__all__ = ["Q"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/signer.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/signer.py
deleted file mode 100644
index a497ed5b2..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/signer.py
+++ /dev/null
@@ -1,139 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Callable, Dict
-from urllib.parse import parse_qs, urlencode, urlparse
-
-import requests
-
-
-class AWSV4Signer:
-    """
-    Generic AWS V4 Request Signer.
-    """
-
-    def __init__(self, credentials, region: str, service: str = "es") -> Any:  # type: ignore
-        if not credentials:
-            raise ValueError("Credentials cannot be empty")
-        self.credentials = credentials
-
-        if not region:
-            raise ValueError("Region cannot be empty")
-        self.region = region
-
-        if not service:
-            raise ValueError("Service name cannot be empty")
-        self.service = service
-
-    def sign(self, method: str, url: str, body: Any) -> Dict[str, str]:
-        """
-        This method signs the request and returns headers.
-        :param method: HTTP method
-        :param url: url
-        :param body: body
-        :return: headers
-        """
-
-        from botocore.auth import SigV4Auth
-        from botocore.awsrequest import AWSRequest
-
-        # create an AWS request object and sign it using SigV4Auth
-        aws_request = AWSRequest(method=method.upper(), url=url, data=body)
-
-        # credentials objects expose access_key, secret_key and token attributes
-        # via @property annotations that call _refresh() on every access,
-        # creating a race condition if the credentials expire before secret_key
-        # is called but after access_key- the end result is the access_key doesn't
-        # correspond to the secret_key used to sign the request. To avoid this,
-        # get_frozen_credentials() which returns non-refreshing credentials is
-        # called if it exists.
-        credentials = (
-            self.credentials.get_frozen_credentials()
-            if hasattr(self.credentials, "get_frozen_credentials")
-            and callable(self.credentials.get_frozen_credentials)
-            else self.credentials
-        )
-
-        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
-        sig_v4_auth.add_auth(aws_request)
-
-        # copy the headers from AWS request object into the prepared_request
-        headers = dict(aws_request.headers.items())
-        headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
-
-        return headers
-
-
-class RequestsAWSV4SignerAuth(requests.auth.AuthBase):
-    """
-    AWS V4 Request Signer for Requests.
-    """
-
-    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
-        self.signer = AWSV4Signer(credentials, region, service)
-        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
-
-    def __call__(self, request):  # type: ignore
-        return self._sign_request(request)  # type: ignore
-
-    def _sign_request(self, prepared_request):  # type: ignore
-        """
-        This method helps in signing the request by injecting the required headers.
-        :param prepared_request: unsigned request
-        :return: signed request
-        """
-
-        prepared_request.headers.update(
-            self.signer.sign(
-                prepared_request.method,
-                self._fetch_url(prepared_request),  # type: ignore
-                prepared_request.body,
-            )
-        )
-
-        return prepared_request
-
-    def _fetch_url(self, prepared_request):  # type: ignore
-        """
-        This is a util method that helps in reconstructing the request url.
-        :param prepared_request: unsigned request
-        :return: reconstructed url
-        """
-        url = urlparse(prepared_request.url)
-        path = url.path or "/"
-
-        # fetch the query string if present in the request
-        querystring = ""
-        if url.query:
-            querystring = "?" + urlencode(
-                parse_qs(url.query, keep_blank_values=True), doseq=True
-            )
-
-        # fetch the host information from headers
-        headers = dict(
-            (key.lower(), value) for key, value in prepared_request.headers.items()
-        )
-        location = headers.get("host") or url.netloc
-
-        # construct the url and return
-        return url.scheme + "://" + location + path + querystring
-
-
-# Deprecated: use RequestsAWSV4SignerAuth
-class AWSV4SignerAuth(RequestsAWSV4SignerAuth):
-    pass
-
-
-class Urllib3AWSV4SignerAuth(Callable):  # type: ignore
-    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
-        self.signer = AWSV4Signer(credentials, region, service)
-        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
-
-    def __call__(self, method: str, url: str, body: Any) -> Dict[str, str]:
-        return self.signer.sign(method, url, body)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/test.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/test.py
deleted file mode 100644
index 6ad34b66d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/test.py
+++ /dev/null
@@ -1,114 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import os
-import time
-from typing import Any
-from unittest import SkipTest, TestCase
-
-import opensearchpy.client
-from opensearchpy import OpenSearch
-from opensearchpy.exceptions import ConnectionError
-
-OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
-
-
-def get_test_client(nowait: bool = False, **kwargs: Any) -> OpenSearch:
-    # construct kwargs from the environment
-    kw = {"timeout": 30}
-
-    if "PYTHON_CONNECTION_CLASS" in os.environ:
-        from opensearchpy import connection
-
-        kw["connection_class"] = getattr(
-            connection, os.environ["PYTHON_CONNECTION_CLASS"]
-        )
-
-    kw.update(kwargs)
-    client = OpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
-
-    # wait for yellow status
-    for _ in range(1 if nowait else 100):
-        try:
-            client.cluster.health(wait_for_status="yellow")
-            return client
-        except ConnectionError:
-            time.sleep(0.1)
-    else:
-        # timeout
-        raise SkipTest("OpenSearch failed to start.")
-
-
-class OpenSearchTestCase(TestCase):
-    client: Any
-
-    @staticmethod
-    def _get_client() -> OpenSearch:
-        return get_test_client()
-
-    @classmethod
-    def setup_class(cls) -> None:
-        cls.client = cls._get_client()
-
-    def teardown_method(self, _: Any) -> None:
-        # Hidden indices expanded in wildcards in OpenSearch 7.7
-        expand_wildcards = ["open", "closed"]
-        if self.opensearch_version() >= (1, 0):
-            expand_wildcards.append("hidden")
-
-        self.client.indices.delete(
-            index="*", ignore=404, expand_wildcards=expand_wildcards
-        )
-        self.client.indices.delete_template(name="*", ignore=404)
-
-    def opensearch_version(self) -> Any:
-        if not hasattr(self, "_opensearch_version"):
-            self._opensearch_version = opensearch_version(self.client)
-        return self._opensearch_version
-
-
-def _get_version(version_string: str) -> Any:
-    if "." not in version_string:
-        return ()
-    version = version_string.strip().split(".")
-    return tuple(int(v) if v.isdigit() else 999 for v in version)
-
-
-def opensearch_version(client: opensearchpy.client.OpenSearch) -> Any:
-    return _get_version(client.info()["version"]["number"])
-
-
-if "OPENSEARCH_VERSION" in os.environ:
-    OPENSEARCH_VERSION = _get_version(os.environ["OPENSEARCH_VERSION"])
-else:
-    client = OpenSearch(
-        OPENSEARCH_URL,
-        verify_certs=False,
-    )
-    OPENSEARCH_VERSION = opensearch_version(client)
-
-__all__ = ["OpenSearchTestCase"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/update_by_query.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/update_by_query.py
deleted file mode 100644
index 5eac0f519..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/update_by_query.py
+++ /dev/null
@@ -1,171 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from opensearchpy.connection.connections import get_connection
-
-from ..helpers.query import Bool, Q
-from ..helpers.search import ProxyDescriptor, QueryProxy, Request
-from .response import UpdateByQueryResponse
-from .utils import recursive_to_dict
-
-
-class UpdateByQuery(Request):
-    query = ProxyDescriptor("query")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Update by query request to opensearch.
-
-        :arg using: `OpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-
-        """
-        super(UpdateByQuery, self).__init__(**kwargs)
-        self._response_class = UpdateByQueryResponse
-        self._script: Any = {}
-        self._query_proxy = QueryProxy(self, "query")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `UpdateByQuery` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            ubq = UpdateByQuery.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "script": {...}
-            })
-            ubq = ubq.filter('term', published=True)
-        """
-        u = cls()
-        u.update_from_dict(d)
-        return u
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        ubq = super(UpdateByQuery, self)._clone()
-
-        ubq._response_class = self._response_class
-        ubq._script = self._script.copy()
-        ubq.query._proxied = self.query._proxied
-        return ubq
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        ubq = self._clone()
-        ubq._response_class = cls
-        return ubq
-
-    def update_from_dict(self, d: Any) -> "UpdateByQuery":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "script" in d:
-            self._script = d.pop("script")
-        self._extra.update(d)
-        return self
-
-    def script(self, **kwargs: Any) -> Any:
-        """
-        Define update action to take:
-
-        Note: the API only accepts a single script, so
-        calling the script multiple times will overwrite.
-
-        Example::
-
-            ubq = Search()
-            ubq = ubq.script(source="ctx._source.likes++"")
-            ubq = ubq.script(source="ctx._source.likes += params.f"",
-                         lang="expression",
-                         params={'f': 3})
-        """
-        ubq = self._clone()
-        if ubq._script:
-            ubq._script = {}
-        ubq._script.update(kwargs)
-        return ubq
-
-    def to_dict(self, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request'ubq body.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        if self._script:
-            d["script"] = self._script
-
-        d.update(recursive_to_dict(self._extra))
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    def execute(self) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-        """
-        opensearch = get_connection(self._using)
-
-        self._response = self._response_class(
-            self,
-            opensearch.update_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            ),
-        )
-        return self._response
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/utils.py
deleted file mode 100644
index cad415b94..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/utils.py
+++ /dev/null
@@ -1,613 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from __future__ import unicode_literals
-
-import collections.abc as collections_abc
-from copy import copy
-from typing import Any, Callable, Dict, Optional, Tuple
-
-from six import add_metaclass, iteritems
-from six.moves import map
-
-from opensearchpy.exceptions import UnknownDslObject, ValidationException
-
-SKIP_VALUES: Tuple[str, None] = ("", None)
-EXPAND__TO_DOT = True
-
-DOC_META_FIELDS = frozenset(
-    (
-        "id",
-        "routing",
-    )
-)
-
-META_FIELDS = frozenset(
-    (
-        # OpenSearch metadata fields, except 'type'
-        "index",
-        "using",
-        "score",
-        "version",
-        "seq_no",
-        "primary_term",
-    )
-).union(DOC_META_FIELDS)
-
-
-def _wrap(val: Any, obj_wrapper: Optional[Callable[..., Any]] = None) -> Any:
-    if isinstance(val, collections_abc.Mapping):
-        return AttrDict(val) if obj_wrapper is None else obj_wrapper(val)
-    if isinstance(val, list):
-        return AttrList(val)
-    return val
-
-
-class AttrList(object):
-    def __init__(
-        self, p: Any, obj_wrapper: Optional[Callable[..., Any]] = None
-    ) -> None:
-        # make iterables into lists
-        if not isinstance(p, list):
-            p = list(p)
-        self._l_ = p
-        self._obj_wrapper = obj_wrapper
-
-    def __repr__(self) -> str:
-        return repr(self._l_)
-
-    def __eq__(self, other: Any) -> bool:
-        if isinstance(other, AttrList):
-            return bool(other._l_ == self._l_)
-        # make sure we still equal to a dict with the same data
-        return bool(other == self._l_)
-
-    def __ne__(self, other: Any) -> bool:
-        return bool(not self == other)
-
-    def __getitem__(self, k: Any) -> Any:
-        p = self._l_[k]
-        if isinstance(k, slice):
-            return AttrList(p, obj_wrapper=self._obj_wrapper)
-        return _wrap(p, self._obj_wrapper)
-
-    def __setitem__(self, k: Any, value: Any) -> None:
-        self._l_[k] = value
-
-    def __iter__(self) -> Any:
-        return map(lambda i: _wrap(i, self._obj_wrapper), self._l_)
-
-    def __len__(self) -> int:
-        return len(self._l_)
-
-    def __nonzero__(self) -> bool:
-        return bool(self._l_)
-
-    __bool__ = __nonzero__
-
-    def __getattr__(self, name: Any) -> Any:
-        return getattr(self._l_, name)
-
-    def __getstate__(self) -> Any:
-        return self._l_, self._obj_wrapper
-
-    def __setstate__(self, state: Any) -> None:
-        self._l_, self._obj_wrapper = state
-
-
-class AttrDict(object):
-    """
-    Helper class to provide attribute like access (read and write) to
-    dictionaries. Used to provide a convenient way to access both results and
-    nested dsl dicts.
-    """
-
-    def __init__(self, d: Any) -> None:
-        # assign the inner dict manually to prevent __setattr__ from firing
-        super(AttrDict, self).__setattr__("_d_", d)
-
-    def __contains__(self, key: Any) -> bool:
-        return key in self._d_
-
-    def __nonzero__(self) -> bool:
-        return bool(self._d_)
-
-    __bool__ = __nonzero__
-
-    def __dir__(self) -> Any:
-        # introspection for auto-complete in IPython etc
-        return list(self._d_.keys())
-
-    def __eq__(self, other: Any) -> bool:
-        if isinstance(other, AttrDict):
-            return bool(other._d_ == self._d_)
-        # make sure we still equal to a dict with the same data
-        return bool(other == self._d_)
-
-    def __ne__(self, other: Any) -> bool:
-        return bool(not self == other)
-
-    def __repr__(self) -> str:
-        r = repr(self._d_)
-        if len(r) > 60:
-            r = r[:60] + "...}"
-        return r
-
-    def __getstate__(self) -> Any:
-        return (self._d_,)
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("_d_", state[0])
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        try:
-            return self.__getitem__(attr_name)
-        except KeyError:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, attr_name
-                )
-            )
-
-    def get(self, key: Any, default: Any = None) -> Any:
-        try:
-            return self.__getattr__(key)  # pylint: disable=unnecessary-dunder-call
-        except AttributeError:
-            if default is not None:
-                return default
-            raise
-
-    def __delattr__(self, attr_name: Any) -> None:
-        try:
-            del self._d_[attr_name]
-        except KeyError:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, attr_name
-                )
-            )
-
-    def __getitem__(self, key: Any) -> Any:
-        return _wrap(self._d_[key])
-
-    def __setitem__(self, key: Any, value: Any) -> None:
-        self._d_[key] = value
-
-    def __delitem__(self, key: Any) -> None:
-        del self._d_[key]
-
-    def __setattr__(self, name: Any, value: Any) -> None:
-        if name in self._d_ or not hasattr(self.__class__, name):
-            self._d_[name] = value
-        else:
-            # there is an attribute on the class (could be property, ..) - don't add it as field
-            super(AttrDict, self).__setattr__(name, value)
-
-    def __iter__(self) -> Any:
-        return iter(self._d_)
-
-    def to_dict(self) -> Any:
-        return self._d_
-
-
-class DslMeta(type):
-    """
-    Base Metaclass for DslBase subclasses that builds a registry of all classes
-    for given DslBase subclass (== all the query types for the Query subclass
-    of DslBase).
-
-    It then uses the information from that registry (as well as `name` and
-    `shortcut` attributes from the base class) to construct any subclass based
-    on its name.
-
-    For typical use see `QueryMeta` and `Query` in `opensearchpy.query`.
-    """
-
-    _types: Dict[str, Any] = {}
-
-    def __init__(cls: Any, name: str, bases: Any, attrs: Any) -> None:
-        # TODO: why is it calling itself?!
-        super(DslMeta, cls).__init__(name, bases, attrs)
-        # skip for DslBase
-        if not hasattr(cls, "_type_shortcut"):
-            return
-        if cls.name is None:
-            # abstract base class, register its shortcut
-            cls._types[cls._type_name] = cls._type_shortcut
-            # and create a registry for subclasses
-            if not hasattr(cls, "_classes"):
-                cls._classes = {}
-        elif cls.name not in cls._classes:
-            # normal class, register it
-            cls._classes[cls.name] = cls
-
-    @classmethod
-    def get_dsl_type(cls, name: Any) -> Any:
-        try:
-            return cls._types[name]
-        except KeyError:
-            raise UnknownDslObject("DSL type %s does not exist." % name)
-
-
-@add_metaclass(DslMeta)
-class DslBase(object):
-    """
-    Base class for all DSL objects - queries, filters, aggregations etc. Wraps
-    a dictionary representing the object's json.
-
-    Provides several feature:
-        - attribute access to the wrapped dictionary (.field instead of ['field'])
-        - _clone method returning a copy of self
-        - to_dict method to serialize into dict (to be sent via opensearch-py)
-        - basic logical operators (&, | and ~) using a Bool(Filter|Query) TODO:
-          move into a class specific for Query/Filter
-        - respects the definition of the class and (de)serializes its
-          attributes based on the `_param_defs` definition (for example turning
-          all values in the `must` attribute into Query objects)
-    """
-
-    _param_defs: Dict[str, Any] = {}
-    _params: Dict[str, Any]
-
-    @classmethod
-    def get_dsl_class(cls: Any, name: Any, default: Optional[bool] = None) -> Any:
-        try:
-            return cls._classes[name]
-        except KeyError:
-            if default is not None:
-                return cls._classes[default]
-            raise UnknownDslObject(
-                "DSL class `{}` does not exist in {}.".format(name, cls._type_name)
-            )
-
-    def __init__(self, _expand__to_dot: Any = EXPAND__TO_DOT, **params: Any) -> None:
-        self._params = {}
-        for pname, pvalue in iteritems(params):
-            if "__" in pname and _expand__to_dot:
-                pname = pname.replace("__", ".")
-            self._setattr(pname, pvalue)
-
-    def _repr_params(self) -> str:
-        """Produce a repr of all our parameters to be used in __repr__."""
-        return ", ".join(
-            "{}={!r}".format(n.replace(".", "__"), v)
-            for (n, v) in sorted(iteritems(self._params))
-            # make sure we don't include empty typed params
-            if "type" not in self._param_defs.get(n, {}) or v
-        )
-
-    def __repr__(self) -> str:
-        return "{}({})".format(self.__class__.__name__, self._repr_params())
-
-    def __eq__(self, other: Any) -> bool:
-        return isinstance(other, self.__class__) and other.to_dict() == self.to_dict()
-
-    def __ne__(self, other: Any) -> bool:
-        return not self == other
-
-    def __setattr__(self, name: str, value: Any) -> None:
-        if name.startswith("_"):
-            return super(DslBase, self).__setattr__(name, value)
-        return self._setattr(name, value)
-
-    def _setattr(self, name: Any, value: Any) -> None:
-        # if this attribute has special type assigned to it...
-        if name in self._param_defs:
-            pinfo = self._param_defs[name]
-
-            if "type" in pinfo:
-                # get the shortcut used to construct this type (query.Q, aggs.A, etc)
-                shortcut = self.__class__.get_dsl_type(pinfo["type"])
-
-                # list of dict(name -> DslBase)
-                if pinfo.get("multi") and pinfo.get("hash"):
-                    if not isinstance(value, (tuple, list)):
-                        value = (value,)
-                    value = list(
-                        {k: shortcut(v) for (k, v) in iteritems(obj)} for obj in value
-                    )
-                elif pinfo.get("multi"):
-                    if not isinstance(value, (tuple, list)):
-                        value = (value,)
-                    value = list(map(shortcut, value))
-
-                # dict(name -> DslBase), make sure we pickup all the objs
-                elif pinfo.get("hash"):
-                    value = {k: shortcut(v) for (k, v) in iteritems(value)}
-
-                # single value object, just convert
-                else:
-                    value = shortcut(value)
-        self._params[name] = value
-
-    def __getattr__(self, name: str) -> Any:
-        if name.startswith("_"):
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, name
-                )
-            )
-
-        value = None
-        try:
-            value = self._params[name]
-        except KeyError:
-            # compound types should never throw AttributeError and return empty
-            # container instead
-            if name in self._param_defs:
-                pinfo = self._param_defs[name]
-                if pinfo.get("multi"):
-                    value = self._params.setdefault(name, [])
-                elif pinfo.get("hash"):
-                    value = self._params.setdefault(name, {})
-        if value is None:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, name
-                )
-            )
-
-        # wrap nested dicts in AttrDict for convenient access
-        if isinstance(value, collections_abc.Mapping):
-            return AttrDict(value)
-        return value
-
-    def to_dict(self) -> Any:
-        """
-        Serialize the DSL object to plain dict
-        """
-        d = {}
-        for pname, value in iteritems(self._params):
-            pinfo = self._param_defs.get(pname)
-
-            # typed param
-            if pinfo and "type" in pinfo:
-                # don't serialize empty lists and dicts for typed fields
-                if value in ({}, []):
-                    continue
-
-                # list of dict(name -> DslBase)
-                if pinfo.get("multi") and pinfo.get("hash"):
-                    value = list(
-                        {k: v.to_dict() for k, v in iteritems(obj)} for obj in value
-                    )
-
-                # multi-values are serialized as list of dicts
-                elif pinfo.get("multi"):
-                    value = list(map(lambda x: x.to_dict(), value))
-
-                # squash all the hash values into one dict
-                elif pinfo.get("hash"):
-                    value = {k: v.to_dict() for k, v in iteritems(value)}
-
-                # serialize single values
-                else:
-                    value = value.to_dict()
-
-            # serialize anything with to_dict method
-            elif hasattr(value, "to_dict"):
-                value = value.to_dict()
-
-            d[pname] = value
-        return {self.name: d}
-
-    def _clone(self) -> Any:
-        c = self.__class__()
-        for attr in self._params:
-            c._params[attr] = copy(self._params[attr])
-        return c
-
-
-class HitMeta(AttrDict):
-    def __init__(
-        self, document: Dict[str, Any], exclude: Any = ("_source", "_fields")
-    ) -> None:
-        d = {
-            k[1:] if k.startswith("_") else k: v
-            for (k, v) in iteritems(document)
-            if k not in exclude
-        }
-        if "type" in d:
-            # make sure we are consistent everywhere in python
-            d["doc_type"] = d.pop("type")
-        super(HitMeta, self).__init__(d)
-
-
-class ObjectBase(AttrDict):
-    _doc_type: Any
-
-    def __init__(self, meta: Any = None, **kwargs: Any) -> None:
-        meta = meta or {}
-        for k in list(kwargs):
-            if k.startswith("_") and k[1:] in META_FIELDS:
-                meta[k] = kwargs.pop(k)
-
-        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
-
-        super(ObjectBase, self).__init__(kwargs)
-
-    @classmethod
-    def __list_fields(cls: Any) -> Any:
-        """
-        Get all the fields defined for our class, if we have an Index, try
-        looking at the index mappings as well, mark the fields from Index as
-        optional.
-        """
-        for name in cls._doc_type.mapping:
-            field = cls._doc_type.mapping[name]
-            yield name, field, False
-
-        if hasattr(cls.__class__, "_index"):
-            if not cls._index._mapping:
-                return
-            for name in cls._index._mapping:
-                # don't return fields that are in _doc_type
-                if name in cls._doc_type.mapping:
-                    continue
-                field = cls._index._mapping[name]
-                yield name, field, True
-
-    @classmethod
-    def __get_field(cls: Any, name: Any) -> Any:
-        try:
-            return cls._doc_type.mapping[name]
-        except KeyError:
-            # fallback to fields on the Index
-            if hasattr(cls, "_index") and cls._index._mapping:
-                try:
-                    return cls._index._mapping[name]
-                except KeyError:
-                    pass
-
-    @classmethod
-    def from_opensearch(cls: Any, hit: Any) -> Any:
-        meta = hit.copy()
-        data = meta.pop("_source", {})
-        doc = cls(meta=meta)
-        doc._from_dict(data)
-        return doc
-
-    def _from_dict(self, data: Any) -> None:
-        for k, v in iteritems(data):
-            f = self.__get_field(k)
-            if f and f._coerce:
-                v = f.deserialize(v)
-            setattr(self, k, v)
-
-    def __getstate__(self) -> Any:
-        return self.to_dict(), self.meta._d_
-
-    def __setstate__(self, state: Any) -> None:
-        data, meta = state
-        super(AttrDict, self).__setattr__("_d_", {})
-        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
-        self._from_dict(data)
-
-    def __getattr__(self, name: Any) -> Any:
-        try:
-            return super(ObjectBase, self).__getattr__(name)
-        except AttributeError:
-            f = self.__get_field(name)
-            if hasattr(f, "empty"):
-                value = f.empty()
-                if value not in SKIP_VALUES:
-                    setattr(self, name, value)
-                    value = getattr(self, name)
-                return value
-            raise
-
-    def to_dict(self, skip_empty: Optional[bool] = True) -> Any:
-        out = {}
-        for k, v in iteritems(self._d_):
-            # if this is a mapped field,
-            f = self.__get_field(k)
-            if f and f._coerce:
-                v = f.serialize(v)
-
-            # if someone assigned AttrList, unwrap it
-            if isinstance(v, AttrList):
-                v = v._l_
-
-            if skip_empty:
-                # don't serialize empty values
-                # careful not to include numeric zeros
-                if v in ([], {}, None):
-                    continue
-
-            out[k] = v
-        return out
-
-    def clean_fields(self) -> None:
-        errors: Dict[str, Any] = {}
-        for name, field, optional in self.__list_fields():
-            data = self._d_.get(name, None)
-            if data is None and optional:
-                continue
-            try:
-                # save the cleaned value
-                data = field.clean(data)
-            except ValidationException as e:
-                errors.setdefault(name, []).append(e)
-
-            if name in self._d_ or data not in ([], {}, None):
-                self._d_[name] = data
-
-        if errors:
-            raise ValidationException(errors)
-
-    def clean(self) -> None:
-        pass
-
-    def full_clean(self) -> None:
-        self.clean_fields()
-        self.clean()
-
-
-def merge(data: Any, new_data: Any, raise_on_conflict: bool = False) -> None:
-    if not (
-        isinstance(data, (AttrDict, collections_abc.Mapping))
-        and isinstance(new_data, (AttrDict, collections_abc.Mapping))
-    ):
-        raise ValueError(
-            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
-                data, new_data
-            )
-        )
-
-    if not isinstance(new_data, Dict):
-        raise ValueError(
-            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
-                data, new_data
-            )
-        )
-
-    for key, value in iteritems(new_data):
-        if (
-            key in data
-            and isinstance(data[key], (AttrDict, collections_abc.Mapping))
-            and isinstance(value, (AttrDict, collections_abc.Mapping))
-        ):
-            merge(data[key], value, raise_on_conflict)
-        elif key in data and data[key] != value and raise_on_conflict:
-            raise ValueError("Incompatible data for key %r, cannot be merged." % key)
-        else:
-            data[key] = value  # type: ignore
-
-
-def recursive_to_dict(data: Any) -> Any:
-    """Recursively transform objects that potentially have .to_dict()
-    into dictionary literals by traversing AttrList, AttrDict, list,
-    tuple, and Mapping types.
-    """
-    if isinstance(data, AttrList):
-        data = list(data._l_)
-    elif hasattr(data, "to_dict"):
-        data = data.to_dict()
-    if isinstance(data, (list, tuple)):
-        return type(data)(recursive_to_dict(inner) for inner in data)
-    elif isinstance(data, collections_abc.Mapping):
-        return {key: recursive_to_dict(val) for key, val in data.items()}
-    return data
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/wrappers.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/wrappers.py
deleted file mode 100644
index e8af30e92..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/helpers/wrappers.py
+++ /dev/null
@@ -1,91 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import operator
-from typing import Any
-
-from six import iteritems, string_types
-
-from .utils import AttrDict
-
-
-class Range(AttrDict):
-    OPS = {
-        "lt": operator.lt,
-        "lte": operator.le,
-        "gt": operator.gt,
-        "gte": operator.ge,
-    }
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        if args and (len(args) > 1 or kwargs or not isinstance(args[0], dict)):
-            raise ValueError(
-                "Range accepts a single dictionary or a set of keyword arguments."
-            )
-        data = args[0] if args else kwargs
-
-        for k in data:
-            if k not in self.OPS:
-                raise ValueError("Range received an unknown operator %r" % k)
-
-        if "gt" in data and "gte" in data:
-            raise ValueError("You cannot specify both gt and gte for Range.")
-
-        if "lt" in data and "lte" in data:
-            raise ValueError("You cannot specify both lt and lte for Range.")
-
-        super(Range, self).__init__(args[0] if args else kwargs)
-
-    def __repr__(self) -> str:
-        return "Range(%s)" % ", ".join("%s=%r" % op for op in iteritems(self._d_))
-
-    def __contains__(self, item: Any) -> bool:
-        if isinstance(item, string_types):
-            return super(Range, self).__contains__(item)
-
-        for op in self.OPS:
-            if op in self._d_ and not self.OPS[op](item, self._d_[op]):
-                return False
-        return True
-
-    @property
-    def upper(self) -> Any:
-        if "lt" in self._d_:
-            return self._d_["lt"], False
-        if "lte" in self._d_:
-            return self._d_["lte"], True
-        return None, False
-
-    @property
-    def lower(self) -> Any:
-        if "gt" in self._d_:
-            return self._d_["gt"], False
-        if "gte" in self._d_:
-            return self._d_["gte"], True
-        return None, False
-
-
-__all__ = ["Range"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/__init__.py
deleted file mode 100644
index 2d0e0d11c..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/__init__.py
+++ /dev/null
@@ -1,18 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from .metrics import Metrics
-from .metrics_events import MetricsEvents
-from .metrics_none import MetricsNone
-
-__all__ = [
-    "Metrics",
-    "MetricsEvents",
-    "MetricsNone",
-]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics.py
deleted file mode 100644
index 8764976c4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from abc import ABC, abstractmethod
-from typing import Optional
-
-
-class Metrics(ABC):
-    """
-    The Metrics class defines methods and properties for managing
-    request metrics, including start time, end time, and service time,
-    serving as a blueprint for concrete implementations.
-    """
-
-    @abstractmethod
-    def request_start(self) -> None:
-        pass
-
-    @abstractmethod
-    def request_end(self) -> None:
-        pass
-
-    @property
-    @abstractmethod
-    def start_time(self) -> Optional[float]:
-        pass
-
-    @property
-    @abstractmethod
-    def end_time(self) -> Optional[float]:
-        pass
-
-    @property
-    @abstractmethod
-    def service_time(self) -> Optional[float]:
-        pass
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_events.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_events.py
deleted file mode 100644
index 994d5b10e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_events.py
+++ /dev/null
@@ -1,61 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import time
-from typing import Optional
-
-from events import Events
-
-from opensearchpy.metrics.metrics import Metrics
-
-
-class MetricsEvents(Metrics):
-    """
-    The MetricsEvents class implements the Metrics abstract base class
-    and tracks metrics such as start time, end time, and service time
-    during request processing.
-    """
-
-    @property
-    def start_time(self) -> Optional[float]:
-        return self._start_time
-
-    @property
-    def end_time(self) -> Optional[float]:
-        return self._end_time
-
-    @property
-    def service_time(self) -> Optional[float]:
-        return self._service_time
-
-    def __init__(self) -> None:
-        self.events = Events()
-        self._start_time: Optional[float] = None
-        self._end_time: Optional[float] = None
-        self._service_time: Optional[float] = None
-
-        # Subscribe to the request_start and request_end events
-        self.events.request_start += self._on_request_start
-        self.events.request_end += self._on_request_end
-
-    def request_start(self) -> None:
-        self.events.request_start()
-
-    def _on_request_start(self) -> None:
-        self._start_time = time.perf_counter()
-        self._end_time = None
-        self._service_time = None
-
-    def request_end(self) -> None:
-        self.events.request_end()
-
-    def _on_request_end(self) -> None:
-        self._end_time = time.perf_counter()
-        if self._start_time is not None:
-            self._service_time = self._end_time - self._start_time
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_none.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_none.py
deleted file mode 100644
index bbc7b335b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/metrics/metrics_none.py
+++ /dev/null
@@ -1,47 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Optional
-
-from opensearchpy.metrics.metrics import Metrics
-
-
-class MetricsNone(Metrics):
-    """
-    Default metrics class. It sets the start time, end time, and service time to None.
-    """
-
-    @property
-    def start_time(self) -> Optional[float]:
-        return self._start_time
-
-    @property
-    def end_time(self) -> Optional[float]:
-        return self._end_time
-
-    @property
-    def service_time(self) -> Optional[float]:
-        return self._service_time
-
-    def __init__(self) -> None:
-        self._start_time: Optional[float] = None
-        self._end_time: Optional[float] = None
-        self._service_time: Optional[float] = None
-
-    # request_start and request_end are placeholders,
-    # not implementing actual metrics collection in this subclass.
-
-    def request_start(self) -> None:
-        self._start_time = None
-        self._end_time = None
-        self._service_time = None
-
-    def request_end(self) -> None:
-        self._end_time = None
-        self._service_time = None
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/alerting.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/alerting.py
deleted file mode 100644
index c812025a7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/alerting.py
+++ /dev/null
@@ -1,227 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import NamespacedClient, _make_path, query_params
-
-
-class AlertingClient(NamespacedClient):
-    @query_params()
-    def search_monitor(self, body: Any, params: Any = None, headers: Any = None) -> Any:
-        """
-        Returns the search result for a monitor.
-
-        :arg monitor_id: The configuration for the monitor we are trying to search
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def get_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Returns the details of a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to fetch
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("dryrun")
-    def run_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Runs/Executes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to execute
-        :arg dryrun: Shows the results of a run without actions sending any message
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def create_monitor(
-        self, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates a monitor with inputs, triggers, and actions.
-
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def update_monitor(
-        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates a monitor's inputs, triggers, and actions.
-
-        :arg monitor_id: The id of the monitor we are trying to update
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def delete_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to delete
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def get_destination(
-        self, destination_id: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Returns the details of a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
-        """
-        return self.transport.perform_request(
-            "GET",
-            (
-                _make_path("_plugins", "_alerting", "destinations", destination_id)
-                if destination_id
-                else _make_path("_plugins", "_alerting", "destinations")
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def create_destination(
-        self, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates a destination for slack, mail, or custom-webhook.
-
-        :arg body: The configuration for the destination
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "destinations"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def update_destination(
-        self,
-        destination_id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a destination's inputs, triggers, and actions.
-
-        :arg destination_id: The id of the destination we are trying to update
-        :arg body: The configuration for the destination
-        """
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def delete_destination(
-        self, destination_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to delete
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def get_alerts(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Returns all alerts.
-
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "alerts"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def acknowledge_alert(
-        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Acknowledges an alert.
-
-        :arg monitor_id: The id of the monitor, the alert belongs to
-        :arg body: The alerts to be acknowledged
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins",
-                "_alerting",
-                "monitors",
-                monitor_id,
-                "_acknowledge",
-                "alerts",
-            ),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/index_management.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/index_management.py
deleted file mode 100644
index 2d3551abb..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/index_management.py
+++ /dev/null
@@ -1,167 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndexManagementClient(NamespacedClient):
-    @query_params()
-    def put_policy(
-        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates, or updates, a policy.
-
-        :arg policy: The name of the policy
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def add_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Adds a policy to an index. This operation does not change the policy if the index already has one.
-
-        :arg index: The name of the index to add policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "add", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def get_policy(
-        self, policy: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
-
-        :arg policy: The name of the policy
-        """
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def remove_policy_from_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Removes any ISM policy from the index.
-
-        :arg index: The name of the index to remove policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "remove", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def change_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates the managed index policy to a new policy (or to a new version of the policy).
-
-        :arg index: The name of the index to change policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "change_policy", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def retry(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Retries the failed action for an index.
-
-        :arg index: The name of the index whose is in a failed state
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "retry", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("show_policy")
-    def explain_index(self, index: Any, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets the current state of the index.
-
-        :arg index: The name of the index to explain
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "explain", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def delete_policy(
-        self, policy: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes the policy by `policy_id`.
-
-        :arg policy: The name of the policy to delete
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/knn.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/knn.py
deleted file mode 100644
index 992180cd5..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/knn.py
+++ /dev/null
@@ -1,373 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class KnnClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to delete a particular model in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to retrieve information about models present in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    def search_models(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Use an OpenSearch query to search for models in the index.
-
-
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg allow_partial_search_results: Indicate if an error should
-            be returned if there is a partial search failure or timeout. Default is
-            True.
-        :arg analyze_wildcard: Specify whether wildcard and prefix
-            queries should be analyzed. Default is false.
-        :arg analyzer: The analyzer to use for the query string.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node. This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: Indicates whether network round-
-            trips should be minimized as part of cross-cluster search requests
-            execution. Default is True.
-        :arg default_operator: The default operator for query string
-            query (AND or OR). Valid choices are AND, OR.
-        :arg df: The field to use as default where no field prefix is
-            given in the query string.
-        :arg docvalue_fields: Comma-separated list of fields to return
-            as the docvalue representation of a field for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg explain: Specify whether to return detailed information
-            about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg lenient: Specify whether format-based query failures (such
-            as providing text to a numeric field) should be ignored.
-        :arg max_concurrent_shard_requests: The number of concurrent
-            shard requests per node this search executes concurrently. This value
-            should be used to limit the impact of the search on the cluster in order
-            to limit the number of concurrent shard requests. Default is 5.
-        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
-            round-trip to prefilter search shards based on query rewriting if the
-            number of shards the search request expands to exceeds the threshold.
-            This filter round-trip can limit the number of shards significantly if
-            for instance a shard can not match any documents based on its rewrite
-            method ie. if date filters are mandatory to match but the shard bounds
-            and the query are disjoint.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg request_cache: Specify if request cache should be used for
-            this request or not, defaults to index level setting.
-        :arg rest_total_hits_as_int: Indicates whether hits.total should
-            be rendered as an integer or an object in the rest search response.
-            Default is false.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg scroll: Specify how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg search_type: Search operation type. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg seq_no_primary_term: Specify whether to return sequence
-            number and primary term of the last modification of each hit.
-        :arg size: Number of hits to return. Default is 10.
-        :arg sort: Comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific 'tag' of the request for logging and
-            statistical purposes.
-        :arg stored_fields: Comma-separated list of stored fields to
-            return.
-        :arg suggest_field: Specify which field to use for suggestions.
-        :arg suggest_mode: Specify suggest mode. Valid choices are
-            missing, popular, always.
-        :arg suggest_size: How many suggestions to return in response.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.
-        :arg terminate_after: The maximum number of documents to collect
-            for each shard, upon reaching which the query execution will terminate
-            early.
-        :arg timeout: Operation timeout.
-        :arg track_scores: Whether to calculate and return scores even
-            if they are not used for sorting.
-        :arg track_total_hits: Indicate if the number of documents that
-            match the query should be tracked.
-        :arg typed_keys: Specify whether aggregation and suggester names
-            should be prefixed by their respective types in the response.
-        :arg version: Whether to return document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_knn/models/_search",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def stats(
-        self,
-        node_id: Any = None,
-        stat: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides information about the current status of the k-NN plugin.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg stat: Comma-separated list of stats to retrieve; use `_all`
-            or empty string to retrieve all stats.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", node_id, "stats", stat),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "preference", "pretty", "source"
-    )
-    def train_model(
-        self,
-        body: Any,
-        model_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create and train a model that can be used for initializing k-NN native library
-        indexes during indexing.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Preferred node to execute training.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_knn", "models", model_id, "_train"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def warmup(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Preloads native library files into memory, reducing initial search latency for
-        specified indexes.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "warmup", index),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/notifications.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/notifications.py
deleted file mode 100644
index ed1e4f1a8..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/notifications.py
+++ /dev/null
@@ -1,351 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class NotificationsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a channel configuration.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "config_id",
-        "config_id_list",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def delete_configs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete multiple channel configurations.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg config_id_list: A comma-separated list of channel IDs to
-            delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a specific channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "chime.url",
-        "chime.url.keyword",
-        "config_type",
-        "created_time_ms",
-        "description",
-        "description.keyword",
-        "email.email_account_id",
-        "email.email_group_id_list",
-        "email.recipient_list.recipient",
-        "email.recipient_list.recipient.keyword",
-        "email_group.recipient_list.recipient",
-        "email_group.recipient_list.recipient.keyword",
-        "error_trace",
-        "filter_path",
-        "human",
-        "is_enabled",
-        "last_updated_time_ms",
-        "microsoft_teams.url",
-        "microsoft_teams.url.keyword",
-        "name",
-        "name.keyword",
-        "pretty",
-        "query",
-        "ses_account.from_address",
-        "ses_account.from_address.keyword",
-        "ses_account.region",
-        "ses_account.role_arn",
-        "ses_account.role_arn.keyword",
-        "slack.url",
-        "slack.url.keyword",
-        "smtp_account.from_address",
-        "smtp_account.from_address.keyword",
-        "smtp_account.host",
-        "smtp_account.host.keyword",
-        "smtp_account.method",
-        "sns.role_arn",
-        "sns.role_arn.keyword",
-        "sns.topic_arn",
-        "sns.topic_arn.keyword",
-        "source",
-        "text_query",
-        "webhook.url",
-        "webhook.url.keyword",
-    )
-    def get_configs(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get multiple channel configurations with filtering.
-
-
-        :arg config_type: Type of notification configuration. Valid
-            choices are slack, chime, microsoft_teams, webhook, email, sns,
-            ses_account, smtp_account, email_group.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_features(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List supported channel configurations.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_notifications/features", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def send_test(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Send a test notification.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "feature", "test", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_config(
-        self,
-        config_id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Update channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (config_id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_channels(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List created notification channels.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/rollups.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/rollups.py
deleted file mode 100644
index b33d8a009..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/rollups.py
+++ /dev/null
@@ -1,235 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class RollupsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a rollup's current status.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get an index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create or update index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Stop rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/transforms.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/transforms.py
deleted file mode 100644
index 9f8161edd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/plugins/transforms.py
+++ /dev/null
@@ -1,308 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TransformsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete an index transform.
-
-
-        :arg id: Transform to delete
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to explain
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def preview(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a preview of what a transformed index would look like.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create an index transform, or update a transform if if_seq_no and
-        if_primary_term are provided.
-
-
-        :arg id: Transform to create/update
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "from_",
-        "human",
-        "pretty",
-        "search",
-        "size",
-        "sortDirection",
-        "sortField",
-        "source",
-    )
-    def search(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the details of all transform jobs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: The starting transform to return. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search: The search term to use to filter results.
-        :arg size: Specifies the number of transforms to return. Default
-            is 10.
-        :arg sortDirection: Specifies the direction to sort results in.
-            Can be ASC or DESC. Default is ASC.
-        :arg sortField: The field to sort results with.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "GET", "/_plugins/_transform", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start transform.
-
-
-        :arg id: Transform to start
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        stop transform.
-
-
-        :arg id: Transform to stop
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/serializer.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/serializer.py
deleted file mode 100644
index e5c0a6c91..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/serializer.py
+++ /dev/null
@@ -1,215 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, Dict, Optional
-
-try:
-    import simplejson as json
-except ImportError:
-    import json  # type: ignore
-
-import uuid
-from datetime import date, datetime
-from decimal import Decimal
-
-from .compat import string_types
-from .exceptions import ImproperlyConfigured, SerializationError
-from .helpers.utils import AttrList
-
-INTEGER_TYPES = ()
-FLOAT_TYPES = (Decimal,)
-TIME_TYPES = (date, datetime)
-
-
-class Serializer(object):
-    mimetype: str = ""
-
-    def loads(self, s: str) -> Any:
-        raise NotImplementedError()
-
-    def dumps(self, data: Any) -> Any:
-        raise NotImplementedError()
-
-
-class TextSerializer(Serializer):
-    mimetype: str = "text/plain"
-
-    def loads(self, s: str) -> Any:
-        return s
-
-    def dumps(self, data: Any) -> Any:
-        if isinstance(data, string_types):
-            return data
-
-        raise SerializationError("Cannot serialize %r into text." % data)
-
-
-class JSONSerializer(Serializer):
-    mimetype: str = "application/json"
-
-    def default(self, data: Any) -> Any:
-        if isinstance(data, TIME_TYPES):
-            # Little hack to avoid importing pandas but to not
-            # return 'NaT' string for pd.NaT as that's not a valid
-            # date.
-            formatted_data = data.isoformat()
-            if formatted_data != "NaT":
-                return formatted_data
-
-        if isinstance(data, uuid.UUID):
-            return str(data)
-        elif isinstance(data, FLOAT_TYPES):
-            return float(data)
-        elif INTEGER_TYPES and isinstance(data, INTEGER_TYPES):
-            return int(data)
-
-        # Special cases for numpy and pandas types
-        # These are expensive to import so we try them last.
-        try:
-            import numpy as np
-
-            if isinstance(
-                data,
-                (
-                    np.int_,
-                    np.intc,
-                    np.int8,
-                    np.int16,
-                    np.int32,
-                    np.int64,
-                    np.uint8,
-                    np.uint16,
-                    np.uint32,
-                    np.uint64,
-                ),
-            ):
-                return int(data)
-            elif isinstance(
-                data,
-                (
-                    np.float_,
-                    np.float16,
-                    np.float32,
-                    np.float64,
-                ),
-            ):
-                return float(data)
-            elif isinstance(data, np.bool_):
-                return bool(data)
-            elif isinstance(data, np.datetime64):
-                return data.item().isoformat()
-            elif isinstance(data, np.ndarray):
-                return data.tolist()
-        except ImportError:
-            pass
-
-        try:
-            import pandas as pd
-
-            if isinstance(data, (pd.Series, pd.Categorical)):
-                return data.tolist()
-            elif isinstance(data, pd.Timestamp) and data is not getattr(
-                pd, "NaT", None
-            ):
-                return data.isoformat()
-            elif data is getattr(pd, "NA", None):
-                return None
-        except ImportError:
-            pass
-
-        raise TypeError("Unable to serialize %r (type: %s)" % (data, type(data)))
-
-    def loads(self, s: str) -> Any:
-        try:
-            return json.loads(s)
-        except (ValueError, TypeError) as e:
-            raise SerializationError(s, e)
-
-    def dumps(self, data: Any) -> Any:
-        # don't serialize strings
-        if isinstance(data, string_types):
-            return data
-
-        try:
-            return json.dumps(
-                data, default=self.default, ensure_ascii=False, separators=(",", ":")
-            )
-        except (ValueError, TypeError) as e:
-            raise SerializationError(data, e)
-
-
-DEFAULT_SERIALIZERS: Dict[str, Serializer] = {
-    JSONSerializer.mimetype: JSONSerializer(),
-    TextSerializer.mimetype: TextSerializer(),
-}
-
-
-class Deserializer(object):
-    def __init__(
-        self,
-        serializers: Dict[str, Serializer],
-        default_mimetype: str = "application/json",
-    ) -> None:
-        try:
-            self.default = serializers[default_mimetype]
-        except KeyError:
-            raise ImproperlyConfigured(
-                "Cannot find default serializer (%s)" % default_mimetype
-            )
-        self.serializers = serializers
-
-    def loads(self, s: str, mimetype: Optional[str] = None) -> Any:
-        if not mimetype:
-            deserializer = self.default
-        else:
-            # Treat 'application/vnd.elasticsearch+json'
-            # as application/json for compatibility.
-            if mimetype == "application/vnd.elasticsearch+json":
-                mimetype = "application/json"
-
-            # split out charset
-            mimetype, _, _ = mimetype.partition(";")
-            try:
-                deserializer = self.serializers[mimetype]
-            except KeyError:
-                raise SerializationError(
-                    "Unknown mimetype, unable to deserialize: %s" % mimetype
-                )
-
-        return deserializer.loads(s)
-
-
-class AttrJSONSerializer(JSONSerializer):
-    def default(self, data: Any) -> Any:
-        if isinstance(data, AttrList):
-            return data._l_
-        if hasattr(data, "to_dict"):
-            return data.to_dict()
-        return super(AttrJSONSerializer, self).default(data)
-
-
-serializer = AttrJSONSerializer()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/transport.py b/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/transport.py
deleted file mode 100644
index 5c7e62978..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/opensearchpy/transport.py
+++ /dev/null
@@ -1,514 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import time
-from itertools import chain
-from typing import Any, Callable, Collection, Dict, List, Mapping, Optional, Type, Union
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from .connection import Connection, Urllib3HttpConnection
-from .connection_pool import ConnectionPool, DummyConnectionPool, EmptyConnectionPool
-from .exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    SerializationError,
-    TransportError,
-)
-from .serializer import DEFAULT_SERIALIZERS, Deserializer, JSONSerializer, Serializer
-
-
-def get_host_info(
-    node_info: Dict[str, Any], host: Optional[Dict[str, Any]]
-) -> Optional[Dict[str, Any]]:
-    """
-    Simple callback that takes the node info from `/_cluster/nodes` and a
-    parsed connection information and return the connection information. If
-    `None` is returned this node will be skipped.
-
-    Useful for filtering nodes (by proximity for example) or if additional
-    information needs to be provided for the :class:`~opensearchpy.Connection`
-    class. By default cluster_manager only nodes are filtered out since they shouldn't
-    typically be used for API operations.
-
-    :arg node_info: node information from `/_cluster/nodes`
-    :arg host: connection information (host, port) extracted from the node info
-    """
-    # ignore cluster_manager only nodes
-    if node_info.get("roles", []) == ["cluster_manager"]:
-        return None
-    return host
-
-
-class Transport(object):
-    """
-    Encapsulation of transport-related to logic. Handles instantiation of the
-    individual connections as well as creating a connection pool to hold them.
-
-    Main interface is the `perform_request` method.
-    """
-
-    DEFAULT_CONNECTION_CLASS: Type[Connection] = Urllib3HttpConnection
-
-    connection_pool: Any
-    deserializer: Deserializer
-
-    max_retries: int
-    retry_on_timeout: bool
-    retry_on_status: Collection[int]
-    send_get_body_as: str
-    serializer: Serializer
-    connection_pool_class: Any
-    connection_class: Type[Connection]
-    kwargs: Any
-    hosts: Any
-    seed_connections: List[Connection]
-    sniffer_timeout: Optional[float]
-    sniff_on_start: bool
-    sniff_on_connection_fail: bool
-    last_sniff: float
-    sniff_timeout: Optional[float]
-    host_info_callback: Any
-    metrics: Metrics
-
-    def __init__(
-        self,
-        hosts: Any,
-        connection_class: Optional[Type[Connection]] = None,
-        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
-        host_info_callback: Callable[
-            [Dict[str, Any], Optional[Dict[str, Any]]], Optional[Dict[str, Any]]
-        ] = get_host_info,
-        sniff_on_start: bool = False,
-        sniffer_timeout: Optional[float] = None,
-        sniff_timeout: float = 0.1,
-        sniff_on_connection_fail: bool = False,
-        serializer: Serializer = JSONSerializer(),
-        serializers: Optional[Mapping[str, Serializer]] = None,
-        default_mimetype: str = "application/json",
-        max_retries: int = 3,
-        pool_maxsize: Optional[int] = None,
-        retry_on_status: Collection[int] = (502, 503, 504),
-        retry_on_timeout: bool = False,
-        send_get_body_as: str = "GET",
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of dictionaries, each containing keyword arguments to
-            create a `connection_class` instance
-        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
-        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
-        :arg host_info_callback: callback responsible for taking the node information from
-            `/_cluster/nodes`, along with already extracted information, and
-            producing a list of arguments (same as `hosts` parameter)
-        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
-            from the cluster at startup time
-        :arg sniffer_timeout: number of seconds between automatic sniffs
-        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
-        :arg sniff_timeout: timeout used for the sniff request - it should be a
-            fast api call and we are talking potentially to more nodes so we want
-            to fail quickly. Not used during initial sniffing (if
-            ``sniff_on_start`` is on) when the connection still isn't
-            initialized.
-        :arg serializer: serializer instance
-        :arg serializers: optional dict of serializer instances that will be
-            used for deserializing data coming from the server. (key is the mimetype)
-        :arg default_mimetype: when no mimetype is specified by the server
-            response assume this mimetype, defaults to `'application/json'`
-        :arg max_retries: maximum number of retries before an exception is propagated
-        :arg retry_on_status: set of HTTP status codes on which we should retry
-            on a different node. defaults to ``(502, 503, 504)``
-        :arg retry_on_timeout: should timeout trigger a retry on different
-            node? (default `False`)
-        :arg send_get_body_as: for GET requests with body this option allows
-            you to specify an alternate way of execution for environments that
-            don't support passing bodies with GET requests. If you set this to
-            'POST' a POST method will be used instead, if to 'source' then the body
-            will be serialized and passed as a query parameter `source`.
-        :arg pool_maxsize: Maximum connection pool size used by pool-manager
-            For custom connection-pooling on current session
-        :arg metrics: metrics is an instance of a subclass of the
-            :class:`~opensearchpy.Metrics` class, used for collecting
-            and reporting metrics related to the client's operations;
-
-        Any extra keyword arguments will be passed to the `connection_class`
-        when creating and instance unless overridden by that connection's
-        options provided as part of the hosts parameter.
-        """
-        self.metrics = metrics
-        if connection_class is None:
-            connection_class = self.DEFAULT_CONNECTION_CLASS
-
-        # serialization config
-        _serializers = DEFAULT_SERIALIZERS.copy()
-        # if a serializer has been specified, use it for deserialization as well
-        _serializers[serializer.mimetype] = serializer
-        # if custom serializers map has been supplied, override the defaults with it
-        if serializers:
-            _serializers.update(serializers)
-        # create a deserializer with our config
-        self.deserializer = Deserializer(_serializers, default_mimetype)
-
-        self.max_retries = max_retries
-        self.pool_maxsize = pool_maxsize
-        self.retry_on_timeout = retry_on_timeout
-        self.retry_on_status = retry_on_status
-        self.send_get_body_as = send_get_body_as
-
-        # data serializer
-        self.serializer = serializer
-
-        # store all strategies...
-        self.connection_pool_class = connection_pool_class
-        self.connection_class = connection_class
-
-        # ...save kwargs to be passed to the connections
-        self.kwargs = kwargs
-        self.hosts = hosts
-
-        # Start with an empty pool specifically for `AsyncTransport`.
-        # It should never be used, will be replaced on first call to
-        # .set_connections()
-        self.connection_pool = EmptyConnectionPool()
-
-        if hosts:
-            # ...and instantiate them
-            self.set_connections(hosts)
-            # retain the original connection instances for sniffing
-            self.seed_connections = list(self.connection_pool.connections[:])
-        else:
-            self.seed_connections = []
-
-        # sniffing data
-        self.sniffer_timeout = sniffer_timeout
-        self.sniff_on_start = sniff_on_start
-        self.sniff_on_connection_fail = sniff_on_connection_fail
-        self.last_sniff = time.time()
-        self.sniff_timeout = sniff_timeout
-
-        # callback to construct host dict from data in /_cluster/nodes
-        self.host_info_callback = host_info_callback
-
-        if sniff_on_start:
-            self.sniff_hosts(True)
-
-    def add_connection(self, host: Any) -> None:
-        """
-        Create a new :class:`~opensearchpy.Connection` instance and add it to the pool.
-
-        :arg host: kwargs that will be used to create the instance
-        """
-        self.hosts.append(host)
-        self.set_connections(self.hosts)
-
-    def set_connections(self, hosts: Any) -> None:
-        """
-        Instantiate all the connections and create new connection pool to hold them.
-        Tries to identify unchanged hosts and re-use existing
-        :class:`~opensearchpy.Connection` instances.
-
-        :arg hosts: same as `__init__`
-        """
-
-        # construct the connections
-        def _create_connection(host: Any) -> Any:
-            # if this is not the initial setup look at the existing connection
-            # options and identify connections that haven't changed and can be
-            # kept around.
-            if hasattr(self, "connection_pool"):
-                for connection, old_host in self.connection_pool.connection_opts:
-                    if old_host == host:
-                        return connection
-
-            # previously unseen params, create new connection
-            kwargs = self.kwargs.copy()
-            kwargs.update(host)
-            if self.pool_maxsize and isinstance(self.pool_maxsize, int):
-                kwargs["pool_maxsize"] = self.pool_maxsize
-            return self.connection_class(metrics=self.metrics, **kwargs)
-
-        connections = list(zip(map(_create_connection, hosts), hosts))
-        if len(connections) == 1:
-            self.connection_pool = DummyConnectionPool(connections)
-        else:
-            # pass the hosts dicts to the connection pool to optionally extract parameters from
-            self.connection_pool = self.connection_pool_class(
-                connections, **self.kwargs
-            )
-
-    def get_connection(self) -> Any:
-        """
-        Retrieve a :class:`~opensearchpy.Connection` instance from the
-        :class:`~opensearchpy.ConnectionPool` instance.
-        """
-        if self.sniffer_timeout:
-            if time.time() >= self.last_sniff + self.sniffer_timeout:
-                self.sniff_hosts()
-        return self.connection_pool.get_connection()
-
-    def _get_sniff_data(self, initial: bool = False) -> Any:
-        """
-        Perform the request to get sniffing information. Returns a list of
-        dictionaries (one per node) containing all the information from the
-        cluster.
-
-        It also sets the last_sniff attribute in case of a successful attempt.
-
-        In rare cases it might be possible to override this method in your
-        custom Transport class to serve data from alternative source like
-        configuration management.
-        """
-        previous_sniff = self.last_sniff
-
-        try:
-            # reset last_sniff timestamp
-            self.last_sniff = time.time()
-            # go through all current connections as well as the
-            # seed_connections for good measure
-            for c in chain(self.connection_pool.connections, self.seed_connections):
-                try:
-                    # use small timeout for the sniffing request, should be a fast api call
-                    _, headers, node_info = c.perform_request(
-                        "GET",
-                        "/_nodes/_all/http",
-                        timeout=self.sniff_timeout if not initial else None,
-                    )
-
-                    # Lowercase all the header names for consistency in accessing them.
-                    headers = {
-                        header.lower(): value for header, value in headers.items()
-                    }
-
-                    node_info = self.deserializer.loads(
-                        node_info, headers.get("content-type")
-                    )
-                    break
-                except (ConnectionError, SerializationError):
-                    pass
-            else:
-                raise TransportError("N/A", "Unable to sniff hosts.")
-        except Exception:
-            # keep the previous value on error
-            self.last_sniff = previous_sniff
-            raise
-
-        return list(node_info["nodes"].values())
-
-    def _get_host_info(self, host_info: Any) -> Any:
-        host = {}
-        address = host_info.get("http", {}).get("publish_address")
-
-        # malformed or no address given
-        if not address or ":" not in address:
-            return None
-
-        if "/" in address:
-            # Support 7.x host/ip:port behavior where http.publish_host has been set.
-            fqdn, ipaddress = address.split("/", 1)
-            host["host"] = fqdn
-            _, host["port"] = ipaddress.rsplit(":", 1)
-            host["port"] = int(host["port"])
-
-        else:
-            host["host"], host["port"] = address.rsplit(":", 1)
-            host["port"] = int(host["port"])
-
-        return self.host_info_callback(host_info, host)
-
-    def sniff_hosts(self, initial: bool = False) -> Any:
-        """
-        Obtain a list of nodes from the cluster and create a new connection
-        pool using the information retrieved.
-
-        To extract the node connection parameters use the ``nodes_to_host_callback``.
-
-        :arg initial: flag indicating if this is during startup
-            (``sniff_on_start``), ignore the ``sniff_timeout`` if ``True``
-        """
-        node_info = self._get_sniff_data(initial)
-
-        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
-
-        # we weren't able to get any nodes or host_info_callback blocked all -
-        # raise error.
-        if not hosts:
-            raise TransportError(
-                "N/A", "Unable to sniff hosts - no viable hosts found."
-            )
-
-        self.set_connections(hosts)
-
-    def mark_dead(self, connection: Connection) -> None:
-        """
-        Mark a connection as dead (failed) in the connection pool. If sniffing
-        on failure is enabled this will initiate the sniffing process.
-
-        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
-        """
-        # mark as dead even when sniffing to avoid hitting this host during the sniff process
-        self.connection_pool.mark_dead(connection)
-        if self.sniff_on_connection_fail:
-            self.sniff_hosts()
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        """
-        Perform the actual request. Retrieve a connection from the connection
-        pool, pass all the information to its perform_request method and
-        return the data.
-
-        If an exception was raised, mark the connection as failed and retry (up
-        to `max_retries` times).
-
-        If the operation was successful and the connection used was previously
-        marked as dead, mark it as live, resetting its failure count.
-
-        :arg method: HTTP method to use
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        method, params, body, ignore, timeout = self._resolve_request_args(
-            method, params, body
-        )
-
-        for attempt in range(self.max_retries + 1):
-            connection = self.get_connection()
-
-            try:
-                status, headers_response, data = connection.perform_request(
-                    method,
-                    url,
-                    params,
-                    body,
-                    headers=headers,
-                    ignore=ignore,
-                    timeout=timeout,
-                )
-
-                # Lowercase all the header names for consistency in accessing them.
-                headers_response = {
-                    header.lower(): value for header, value in headers_response.items()
-                }
-
-            except TransportError as e:
-                if method == "HEAD" and e.status_code == 404:
-                    return False
-
-                retry = False
-                if isinstance(e, ConnectionTimeout):
-                    retry = self.retry_on_timeout
-                elif isinstance(e, ConnectionError):
-                    retry = True
-                elif e.status_code in self.retry_on_status:
-                    retry = True
-
-                if retry:
-                    try:
-                        # only mark as dead if we are retrying
-                        self.mark_dead(connection)
-                    except TransportError:
-                        # If sniffing on failure, it could fail too. Catch the
-                        # exception not to interrupt the retries.
-                        pass
-                    # raise exception on last retry
-                    if attempt == self.max_retries:
-                        raise e
-                else:
-                    raise e
-
-            else:
-                # connection didn't fail, confirm its live status
-                self.connection_pool.mark_live(connection)
-
-                if method == "HEAD":
-                    return 200 <= status < 300
-
-                if data:
-                    data = self.deserializer.loads(
-                        data, headers_response.get("content-type")
-                    )
-                return data
-
-    def close(self) -> Any:
-        """
-        Explicitly closes connections
-        """
-        return self.connection_pool.close()
-
-    def _resolve_request_args(self, method: str, params: Any, body: Any) -> Any:
-        """Resolves parameters for .perform_request()"""
-        if body is not None:
-            body = self.serializer.dumps(body)
-
-            # some clients or environments don't support sending GET with body
-            if method in ("HEAD", "GET") and self.send_get_body_as != "GET":
-                # send it as post instead
-                if self.send_get_body_as == "POST":
-                    method = "POST"
-
-                # or as source parameter
-                elif self.send_get_body_as == "source":
-                    if params is None:
-                        params = {}
-                    params["source"] = body
-                    body = None
-
-        if body is not None:
-            try:
-                body = body.encode("utf-8", "surrogatepass")
-            except (UnicodeDecodeError, AttributeError):
-                # bytes/str - no need to re-encode
-                pass
-
-        ignore = ()
-        timeout = None
-        if params:
-            timeout = params.pop("request_timeout", None)
-            if not timeout:
-                timeout = params.pop("timeout", None)
-            ignore = params.pop("ignore", ())
-            if isinstance(ignore, int):
-                ignore = (ignore,)
-
-        return method, params, body, ignore, timeout
-
-
-__all__ = ["TransportError"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
deleted file mode 100644
index 1e65815cf..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
+++ /dev/null
@@ -1,54 +0,0 @@
-Copyright 2017- Paul Ganssle <paul@ganssle.io>
-Copyright 2017- dateutil contributors (see AUTHORS file)
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-
-The above license applies to all contributions after 2017-12-01, as well as
-all contributions that have been re-licensed (see AUTHORS file for the list of
-contributors who have re-licensed their code).
---------------------------------------------------------------------------------
-dateutil - Extensions to the standard Python datetime module.
-
-Copyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>
-Copyright (c) 2012-2014 - Tomi Pieviläinen <tomi.pievilainen@iki.fi>
-Copyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>
-Copyright (c) 2015-     - Paul Ganssle <paul@ganssle.io>
-Copyright (c) 2015-     - dateutil contributors (see AUTHORS file)
-
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are met:
-
-    * Redistributions of source code must retain the above copyright notice,
-      this list of conditions and the following disclaimer.
-    * Redistributions in binary form must reproduce the above copyright notice,
-      this list of conditions and the following disclaimer in the documentation
-      and/or other materials provided with the distribution.
-    * Neither the name of the copyright holder nor the names of its
-      contributors may be used to endorse or promote products derived from
-      this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
-CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
-EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
-PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-The above BSD License Applies to all code, even that also covered by Apache 2.0.
\ No newline at end of file
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
deleted file mode 100644
index 577f2bf2b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
+++ /dev/null
@@ -1,204 +0,0 @@
-Metadata-Version: 2.1
-Name: python-dateutil
-Version: 2.9.0.post0
-Summary: Extensions to the standard Python datetime module
-Home-page: https://github.com/dateutil/dateutil
-Author: Gustavo Niemeyer
-Author-email: gustavo@niemeyer.net
-Maintainer: Paul Ganssle
-Maintainer-email: dateutil@python.org
-License: Dual License
-Project-URL: Documentation, https://dateutil.readthedocs.io/en/stable/
-Project-URL: Source, https://github.com/dateutil/dateutil
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: BSD License
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 2.7
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.3
-Classifier: Programming Language :: Python :: 3.4
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: !=3.0.*,!=3.1.*,!=3.2.*,>=2.7
-Description-Content-Type: text/x-rst
-License-File: LICENSE
-Requires-Dist: six >=1.5
-
-dateutil - powerful extensions to datetime
-==========================================
-
-|pypi| |support| |licence|
-
-|gitter| |readthedocs|
-
-|travis| |appveyor| |pipelines| |coverage|
-
-.. |pypi| image:: https://img.shields.io/pypi/v/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: pypi version
-
-.. |support| image:: https://img.shields.io/pypi/pyversions/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: supported Python version
-
-.. |travis| image:: https://img.shields.io/travis/dateutil/dateutil/master.svg?style=flat-square&label=Travis%20Build
-    :target: https://travis-ci.org/dateutil/dateutil
-    :alt: travis build status
-
-.. |appveyor| image:: https://img.shields.io/appveyor/ci/dateutil/dateutil/master.svg?style=flat-square&logo=appveyor
-    :target: https://ci.appveyor.com/project/dateutil/dateutil
-    :alt: appveyor build status
-
-.. |pipelines| image:: https://dev.azure.com/pythondateutilazure/dateutil/_apis/build/status/dateutil.dateutil?branchName=master
-    :target: https://dev.azure.com/pythondateutilazure/dateutil/_build/latest?definitionId=1&branchName=master
-    :alt: azure pipelines build status
-
-.. |coverage| image:: https://codecov.io/gh/dateutil/dateutil/branch/master/graphs/badge.svg?branch=master
-    :target: https://codecov.io/gh/dateutil/dateutil?branch=master
-    :alt: Code coverage
-
-.. |gitter| image:: https://badges.gitter.im/dateutil/dateutil.svg
-   :alt: Join the chat at https://gitter.im/dateutil/dateutil
-   :target: https://gitter.im/dateutil/dateutil
-
-.. |licence| image:: https://img.shields.io/pypi/l/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: licence
-
-.. |readthedocs| image:: https://img.shields.io/readthedocs/dateutil/latest.svg?style=flat-square&label=Read%20the%20Docs
-   :alt: Read the documentation at https://dateutil.readthedocs.io/en/latest/
-   :target: https://dateutil.readthedocs.io/en/latest/
-
-The `dateutil` module provides powerful extensions to
-the standard `datetime` module, available in Python.
-
-Installation
-============
-`dateutil` can be installed from PyPI using `pip` (note that the package name is
-different from the importable name)::
-
-    pip install python-dateutil
-
-Download
-========
-dateutil is available on PyPI
-https://pypi.org/project/python-dateutil/
-
-The documentation is hosted at:
-https://dateutil.readthedocs.io/en/stable/
-
-Code
-====
-The code and issue tracker are hosted on GitHub:
-https://github.com/dateutil/dateutil/
-
-Features
-========
-
-* Computing of relative deltas (next month, next year,
-  next Monday, last week of month, etc);
-* Computing of relative deltas between two given
-  date and/or datetime objects;
-* Computing of dates based on very flexible recurrence rules,
-  using a superset of the `iCalendar <https://www.ietf.org/rfc/rfc2445.txt>`_
-  specification. Parsing of RFC strings is supported as well.
-* Generic parsing of dates in almost any string format;
-* Timezone (tzinfo) implementations for tzfile(5) format
-  files (/etc/localtime, /usr/share/zoneinfo, etc), TZ
-  environment string (in all known formats), iCalendar
-  format files, given ranges (with help from relative deltas),
-  local machine timezone, fixed offset timezone, UTC timezone,
-  and Windows registry-based time zones.
-* Internal up-to-date world timezone information based on
-  Olson's database.
-* Computing of Easter Sunday dates for any given year,
-  using Western, Orthodox or Julian algorithms;
-* A comprehensive test suite.
-
-Quick example
-=============
-Here's a snapshot, just to give an idea about the power of the
-package. For more examples, look at the documentation.
-
-Suppose you want to know how much time is left, in
-years/months/days/etc, before the next easter happening on a
-year with a Friday 13th in August, and you want to get today's
-date out of the "date" unix system command. Here is the code:
-
-.. code-block:: python3
-
-    >>> from dateutil.relativedelta import *
-    >>> from dateutil.easter import *
-    >>> from dateutil.rrule import *
-    >>> from dateutil.parser import *
-    >>> from datetime import *
-    >>> now = parse("Sat Oct 11 17:13:46 UTC 2003")
-    >>> today = now.date()
-    >>> year = rrule(YEARLY,dtstart=now,bymonth=8,bymonthday=13,byweekday=FR)[0].year
-    >>> rdelta = relativedelta(easter(year), today)
-    >>> print("Today is: %s" % today)
-    Today is: 2003-10-11
-    >>> print("Year with next Aug 13th on a Friday is: %s" % year)
-    Year with next Aug 13th on a Friday is: 2004
-    >>> print("How far is the Easter of that year: %s" % rdelta)
-    How far is the Easter of that year: relativedelta(months=+6)
-    >>> print("And the Easter of that year is: %s" % (today+rdelta))
-    And the Easter of that year is: 2004-04-11
-
-Being exactly 6 months ahead was **really** a coincidence :)
-
-Contributing
-============
-
-We welcome many types of contributions - bug reports, pull requests (code, infrastructure or documentation fixes). For more information about how to contribute to the project, see the ``CONTRIBUTING.md`` file in the repository.
-
-
-Author
-======
-The dateutil module was written by Gustavo Niemeyer <gustavo@niemeyer.net>
-in 2003.
-
-It is maintained by:
-
-* Gustavo Niemeyer <gustavo@niemeyer.net> 2003-2011
-* Tomi Pieviläinen <tomi.pievilainen@iki.fi> 2012-2014
-* Yaron de Leeuw <me@jarondl.net> 2014-2016
-* Paul Ganssle <paul@ganssle.io> 2015-
-
-Starting with version 2.4.1 and running until 2.8.2, all source and binary
-distributions will be signed by a PGP key that has, at the very least, been
-signed by the key which made the previous release. A table of release signing
-keys can be found below:
-
-===========  ============================
-Releases     Signing key fingerprint
-===========  ============================
-2.4.1-2.8.2  `6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB`_
-===========  ============================
-
-New releases *may* have signed tags, but binary and source distributions
-uploaded to PyPI will no longer have GPG signatures attached.
-
-Contact
-=======
-Our mailing list is available at `dateutil@python.org <https://mail.python.org/mailman/listinfo/dateutil>`_. As it is hosted by the PSF, it is subject to the `PSF code of
-conduct <https://www.python.org/psf/conduct/>`_.
-
-License
-=======
-
-All contributions after December 1, 2017 released under dual license - either `Apache 2.0 License <https://www.apache.org/licenses/LICENSE-2.0>`_ or the `BSD 3-Clause License <https://opensource.org/licenses/BSD-3-Clause>`_. Contributions before December 1, 2017 - except those those explicitly relicensed - are released only under the BSD 3-Clause License.
-
-
-.. _6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB:
-   https://pgp.mit.edu/pks/lookup?op=vindex&search=0xCD54FCE3D964BEFB
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
deleted file mode 100644
index 2b874cbef..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
+++ /dev/null
@@ -1,44 +0,0 @@
-dateutil/__init__.py,sha256=Mqam67WO9IkTmUFyI66vS6IoSXTp9G388DadH2LCMLY,620
-dateutil/__pycache__/__init__.cpython-311.pyc,,
-dateutil/__pycache__/_common.cpython-311.pyc,,
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-dateutil/__pycache__/easter.cpython-311.pyc,,
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-dateutil/__pycache__/tzwin.cpython-311.pyc,,
-dateutil/__pycache__/utils.cpython-311.pyc,,
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-dateutil/parser/__init__.py,sha256=wWk6GFuxTpjoggCGtgkceJoti4pVjl4_fHQXpNOaSYg,1766
-dateutil/parser/__pycache__/__init__.cpython-311.pyc,,
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-dateutil/parser/__pycache__/isoparser.cpython-311.pyc,,
-dateutil/parser/_parser.py,sha256=7klDdyicksQB_Xgl-3UAmBwzCYor1AIZqklIcT6dH_8,58796
-dateutil/parser/isoparser.py,sha256=8Fy999bnCd1frSdOYuOraWfJTtd5W7qQ51NwNuH_hXM,13233
-dateutil/relativedelta.py,sha256=IY_mglMjoZbYfrvloTY2ce02aiVjPIkiZfqgNTZRfuA,24903
-dateutil/rrule.py,sha256=KJzKlaCd1jEbu4A38ZltslaoAUh9nSbdbOFdjp70Kew,66557
-dateutil/tz/__init__.py,sha256=F-Mz13v6jYseklQf9Te9J6nzcLDmq47gORa61K35_FA,444
-dateutil/tz/__pycache__/__init__.cpython-311.pyc,,
-dateutil/tz/__pycache__/_common.cpython-311.pyc,,
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-dateutil/tz/__pycache__/win.cpython-311.pyc,,
-dateutil/tz/_common.py,sha256=cgzDTANsOXvEc86cYF77EsliuSab8Puwpsl5-bX3_S4,12977
-dateutil/tz/_factories.py,sha256=unb6XQNXrPMveksTCU-Ag8jmVZs4SojoPUcAHpWnrvU,2569
-dateutil/tz/tz.py,sha256=EUnEdMfeThXiY6l4sh9yBabZ63_POzy01zSsh9thn1o,62855
-dateutil/tz/win.py,sha256=xJszWgSwE1xPx_HJj4ZkepyukC_hNy016WMcXhbRaB8,12935
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-dateutil/utils.py,sha256=dKCchEw8eObi0loGTx91unBxm_7UGlU3v_FjFMdqwYM,1965
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-dateutil/zoneinfo/__pycache__/__init__.cpython-311.pyc,,
-dateutil/zoneinfo/__pycache__/rebuild.cpython-311.pyc,,
-dateutil/zoneinfo/dateutil-zoneinfo.tar.gz,sha256=0-pS57bpaN4NiE3xKIGTWW-pW4A9tPkqGCeac5gARHU,156400
-dateutil/zoneinfo/rebuild.py,sha256=MiqYzCIHvNbMH-LdRYLv-4T0EIA7hDKt5GLR0IRTLdI,2392
-python_dateutil-2.9.0.post0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-python_dateutil-2.9.0.post0.dist-info/LICENSE,sha256=ugD1Gg2SgjtaHN4n2LW50jIeZ-2NqbwWPv-W1eF-V34,2889
-python_dateutil-2.9.0.post0.dist-info/METADATA,sha256=qdQ22jIr6AgzL5jYgyWZjofLaTpniplp_rTPrXKabpM,8354
-python_dateutil-2.9.0.post0.dist-info/RECORD,,
-python_dateutil-2.9.0.post0.dist-info/WHEEL,sha256=-G_t0oGuE7UD0DrSpVZnq1hHMBV9DD2XkS5v7XpmTnk,110
-python_dateutil-2.9.0.post0.dist-info/top_level.txt,sha256=4tjdWkhRZvF7LA_BYe_L9gB2w_p2a-z5y6ArjaRkot8,9
-python_dateutil-2.9.0.post0.dist-info/zip-safe,sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs,1
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
deleted file mode 100644
index 4724c4573..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.42.0)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
deleted file mode 100644
index 66501480b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-dateutil
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe b/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
deleted file mode 100644
index 8b1378917..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/LICENSE
deleted file mode 100644
index 67db85882..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/LICENSE
+++ /dev/null
@@ -1,175 +0,0 @@
-
-                                 Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
-
-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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-      by You to the Licensor shall be under the terms and conditions of
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-      the terms of any separate license agreement you may have executed
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-   6. Trademarks. This License does not grant permission to use the trade
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-      agreed to in writing, Licensor provides the Work (and each
-      Contributor provides its Contributions) on an "AS IS" BASIS,
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-      PARTICULAR PURPOSE. You are solely responsible for determining the
-      appropriateness of using or redistributing the Work and assume any
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-   8. Limitation of Liability. In no event and under no legal theory,
-      whether in tort (including negligence), contract, or otherwise,
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-      negligent acts) or agreed to in writing, shall any Contributor be
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/METADATA
deleted file mode 100644
index 72d9dc531..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/METADATA
+++ /dev/null
@@ -1,119 +0,0 @@
-Metadata-Version: 2.1
-Name: requests
-Version: 2.32.3
-Summary: Python HTTP for Humans.
-Home-page: https://requests.readthedocs.io
-Author: Kenneth Reitz
-Author-email: me@kennethreitz.org
-License: Apache-2.0
-Project-URL: Documentation, https://requests.readthedocs.io
-Project-URL: Source, https://github.com/psf/requests
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Environment :: Web Environment
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Natural Language :: English
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: WWW/HTTP
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: >=3.8
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Requires-Dist: charset-normalizer <4,>=2
-Requires-Dist: idna <4,>=2.5
-Requires-Dist: urllib3 <3,>=1.21.1
-Requires-Dist: certifi >=2017.4.17
-Provides-Extra: security
-Provides-Extra: socks
-Requires-Dist: PySocks !=1.5.7,>=1.5.6 ; extra == 'socks'
-Provides-Extra: use_chardet_on_py3
-Requires-Dist: chardet <6,>=3.0.2 ; extra == 'use_chardet_on_py3'
-
-# Requests
-
-**Requests** is a simple, yet elegant, HTTP library.
-
-```python
->>> import requests
->>> r = requests.get('https://httpbin.org/basic-auth/user/pass', auth=('user', 'pass'))
->>> r.status_code
-200
->>> r.headers['content-type']
-'application/json; charset=utf8'
->>> r.encoding
-'utf-8'
->>> r.text
-'{"authenticated": true, ...'
->>> r.json()
-{'authenticated': True, ...}
-```
-
-Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your `PUT` & `POST` data — but nowadays, just use the `json` method!
-
-Requests is one of the most downloaded Python packages today, pulling in around `30M downloads / week`— according to GitHub, Requests is currently [depended upon](https://github.com/psf/requests/network/dependents?package_id=UGFja2FnZS01NzA4OTExNg%3D%3D) by `1,000,000+` repositories. You may certainly put your trust in this code.
-
-[![Downloads](https://static.pepy.tech/badge/requests/month)](https://pepy.tech/project/requests)
-[![Supported Versions](https://img.shields.io/pypi/pyversions/requests.svg)](https://pypi.org/project/requests)
-[![Contributors](https://img.shields.io/github/contributors/psf/requests.svg)](https://github.com/psf/requests/graphs/contributors)
-
-## Installing Requests and Supported Versions
-
-Requests is available on PyPI:
-
-```console
-$ python -m pip install requests
-```
-
-Requests officially supports Python 3.8+.
-
-## Supported Features & Best–Practices
-
-Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today.
-
-- Keep-Alive & Connection Pooling
-- International Domains and URLs
-- Sessions with Cookie Persistence
-- Browser-style TLS/SSL Verification
-- Basic & Digest Authentication
-- Familiar `dict`–like Cookies
-- Automatic Content Decompression and Decoding
-- Multi-part File Uploads
-- SOCKS Proxy Support
-- Connection Timeouts
-- Streaming Downloads
-- Automatic honoring of `.netrc`
-- Chunked HTTP Requests
-
-## API Reference and User Guide available on [Read the Docs](https://requests.readthedocs.io)
-
-[![Read the Docs](https://raw.githubusercontent.com/psf/requests/main/ext/ss.png)](https://requests.readthedocs.io)
-
-## Cloning the repository
-
-When cloning the Requests repository, you may need to add the `-c
-fetch.fsck.badTimezone=ignore` flag to avoid an error about a bad commit (see
-[this issue](https://github.com/psf/requests/issues/2690) for more background):
-
-```shell
-git clone -c fetch.fsck.badTimezone=ignore https://github.com/psf/requests.git
-```
-
-You can also apply this setting to your global Git config:
-
-```shell
-git config --global fetch.fsck.badTimezone ignore
-```
-
----
-
-[![Kenneth Reitz](https://raw.githubusercontent.com/psf/requests/main/ext/kr.png)](https://kennethreitz.org) [![Python Software Foundation](https://raw.githubusercontent.com/psf/requests/main/ext/psf.png)](https://www.python.org/psf)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/RECORD
deleted file mode 100644
index aa28849b9..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/RECORD
+++ /dev/null
@@ -1,42 +0,0 @@
-requests-2.32.3.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-requests-2.32.3.dist-info/LICENSE,sha256=CeipvOyAZxBGUsFoaFqwkx54aPnIKEtm9a5u2uXxEws,10142
-requests-2.32.3.dist-info/METADATA,sha256=ZY7oRUweLnb7jCEnEW9hFWs7IpQbNVnAA4ncpwA4WBo,4610
-requests-2.32.3.dist-info/RECORD,,
-requests-2.32.3.dist-info/WHEEL,sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ,92
-requests-2.32.3.dist-info/top_level.txt,sha256=fMSVmHfb5rbGOo6xv-O_tUX6j-WyixssE-SnwcDRxNQ,9
-requests/__init__.py,sha256=4xaAERmPDIBPsa2PsjpU9r06yooK-2mZKHTZAhWRWts,5072
-requests/__pycache__/__init__.cpython-311.pyc,,
-requests/__pycache__/__version__.cpython-311.pyc,,
-requests/__pycache__/_internal_utils.cpython-311.pyc,,
-requests/__pycache__/adapters.cpython-311.pyc,,
-requests/__pycache__/api.cpython-311.pyc,,
-requests/__pycache__/auth.cpython-311.pyc,,
-requests/__pycache__/certs.cpython-311.pyc,,
-requests/__pycache__/compat.cpython-311.pyc,,
-requests/__pycache__/cookies.cpython-311.pyc,,
-requests/__pycache__/exceptions.cpython-311.pyc,,
-requests/__pycache__/help.cpython-311.pyc,,
-requests/__pycache__/hooks.cpython-311.pyc,,
-requests/__pycache__/models.cpython-311.pyc,,
-requests/__pycache__/packages.cpython-311.pyc,,
-requests/__pycache__/sessions.cpython-311.pyc,,
-requests/__pycache__/status_codes.cpython-311.pyc,,
-requests/__pycache__/structures.cpython-311.pyc,,
-requests/__pycache__/utils.cpython-311.pyc,,
-requests/__version__.py,sha256=FVfglgZmNQnmYPXpOohDU58F5EUb_-VnSTaAesS187g,435
-requests/_internal_utils.py,sha256=nMQymr4hs32TqVo5AbCrmcJEhvPUh7xXlluyqwslLiQ,1495
-requests/adapters.py,sha256=KIcecscqam6reOCXRl4DwP4jX8Jcl8sd57ft17KR2cQ,27451
-requests/api.py,sha256=_Zb9Oa7tzVIizTKwFrPjDEY9ejtm_OnSRERnADxGsQs,6449
-requests/auth.py,sha256=kF75tqnLctZ9Mf_hm9TZIj4cQWnN5uxRz8oWsx5wmR0,10186
-requests/certs.py,sha256=Z9Sb410Anv6jUFTyss0jFFhU6xst8ctELqfy8Ev23gw,429
-requests/compat.py,sha256=C5w_DPLSurXPgcdWU78fora0APmbYkX2G89QvH5xzPA,1817
-requests/cookies.py,sha256=bNi-iqEj4NPZ00-ob-rHvzkvObzN3lEpgw3g6paS3Xw,18590
-requests/exceptions.py,sha256=jJPS1UWATs86ShVUaLorTiJb1SaGuoNEWgICJep-VkY,4260
-requests/help.py,sha256=gPX5d_H7Xd88aDABejhqGgl9B1VFRTt5BmiYvL3PzIQ,3875
-requests/hooks.py,sha256=CiuysiHA39V5UfcCBXFIx83IrDpuwfN9RcTUgv28ftQ,733
-requests/models.py,sha256=k42roXzC8u_OagAPQi9U4MkfO7i4r2FdaqvMqstPehc,35418
-requests/packages.py,sha256=_g0gZ681UyAlKHRjH6kanbaoxx2eAb6qzcXiODyTIoc,904
-requests/sessions.py,sha256=ykTI8UWGSltOfH07HKollH7kTBGw4WhiBVaQGmckTw4,30495
-requests/status_codes.py,sha256=iJUAeA25baTdw-6PfD0eF4qhpINDJRJI-yaMqxs4LEI,4322
-requests/structures.py,sha256=-IbmhVz06S-5aPSZuUthZ6-6D9XOjRuTXHOabY041XM,2912
-requests/utils.py,sha256=HiQC6Nq_Da3ktaMiFzQkh-dCk3iQHHKEsYS5kDc-8Cw,33619
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/WHEEL
deleted file mode 100644
index bab98d675..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.43.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
deleted file mode 100644
index f2293605c..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-requests
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/__init__.py
deleted file mode 100644
index 051cda134..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/__init__.py
+++ /dev/null
@@ -1,184 +0,0 @@
-#   __
-#  /__)  _  _     _   _ _/   _
-# / (   (- (/ (/ (- _)  /  _)
-#          /
-
-"""
-Requests HTTP Library
-~~~~~~~~~~~~~~~~~~~~~
-
-Requests is an HTTP library, written in Python, for human beings.
-Basic GET usage:
-
-   >>> import requests
-   >>> r = requests.get('https://www.python.org')
-   >>> r.status_code
-   200
-   >>> b'Python is a programming language' in r.content
-   True
-
-... or POST:
-
-   >>> payload = dict(key1='value1', key2='value2')
-   >>> r = requests.post('https://httpbin.org/post', data=payload)
-   >>> print(r.text)
-   {
-     ...
-     "form": {
-       "key1": "value1",
-       "key2": "value2"
-     },
-     ...
-   }
-
-The other HTTP methods are supported - see `requests.api`. Full documentation
-is at <https://requests.readthedocs.io>.
-
-:copyright: (c) 2017 by Kenneth Reitz.
-:license: Apache 2.0, see LICENSE for more details.
-"""
-
-import warnings
-
-import urllib3
-
-from .exceptions import RequestsDependencyWarning
-
-try:
-    from charset_normalizer import __version__ as charset_normalizer_version
-except ImportError:
-    charset_normalizer_version = None
-
-try:
-    from chardet import __version__ as chardet_version
-except ImportError:
-    chardet_version = None
-
-
-def check_compatibility(urllib3_version, chardet_version, charset_normalizer_version):
-    urllib3_version = urllib3_version.split(".")
-    assert urllib3_version != ["dev"]  # Verify urllib3 isn't installed from git.
-
-    # Sometimes, urllib3 only reports its version as 16.1.
-    if len(urllib3_version) == 2:
-        urllib3_version.append("0")
-
-    # Check urllib3 for compatibility.
-    major, minor, patch = urllib3_version  # noqa: F811
-    major, minor, patch = int(major), int(minor), int(patch)
-    # urllib3 >= 1.21.1
-    assert major >= 1
-    if major == 1:
-        assert minor >= 21
-
-    # Check charset_normalizer for compatibility.
-    if chardet_version:
-        major, minor, patch = chardet_version.split(".")[:3]
-        major, minor, patch = int(major), int(minor), int(patch)
-        # chardet_version >= 3.0.2, < 6.0.0
-        assert (3, 0, 2) <= (major, minor, patch) < (6, 0, 0)
-    elif charset_normalizer_version:
-        major, minor, patch = charset_normalizer_version.split(".")[:3]
-        major, minor, patch = int(major), int(minor), int(patch)
-        # charset_normalizer >= 2.0.0 < 4.0.0
-        assert (2, 0, 0) <= (major, minor, patch) < (4, 0, 0)
-    else:
-        warnings.warn(
-            "Unable to find acceptable character detection dependency "
-            "(chardet or charset_normalizer).",
-            RequestsDependencyWarning,
-        )
-
-
-def _check_cryptography(cryptography_version):
-    # cryptography < 1.3.4
-    try:
-        cryptography_version = list(map(int, cryptography_version.split(".")))
-    except ValueError:
-        return
-
-    if cryptography_version < [1, 3, 4]:
-        warning = "Old version of cryptography ({}) may cause slowdown.".format(
-            cryptography_version
-        )
-        warnings.warn(warning, RequestsDependencyWarning)
-
-
-# Check imported dependencies for compatibility.
-try:
-    check_compatibility(
-        urllib3.__version__, chardet_version, charset_normalizer_version
-    )
-except (AssertionError, ValueError):
-    warnings.warn(
-        "urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported "
-        "version!".format(
-            urllib3.__version__, chardet_version, charset_normalizer_version
-        ),
-        RequestsDependencyWarning,
-    )
-
-# Attempt to enable urllib3's fallback for SNI support
-# if the standard library doesn't support SNI or the
-# 'ssl' library isn't available.
-try:
-    try:
-        import ssl
-    except ImportError:
-        ssl = None
-
-    if not getattr(ssl, "HAS_SNI", False):
-        from urllib3.contrib import pyopenssl
-
-        pyopenssl.inject_into_urllib3()
-
-        # Check cryptography version
-        from cryptography import __version__ as cryptography_version
-
-        _check_cryptography(cryptography_version)
-except ImportError:
-    pass
-
-# urllib3's DependencyWarnings should be silenced.
-from urllib3.exceptions import DependencyWarning
-
-warnings.simplefilter("ignore", DependencyWarning)
-
-# Set default logging handler to avoid "No handler found" warnings.
-import logging
-from logging import NullHandler
-
-from . import packages, utils
-from .__version__ import (
-    __author__,
-    __author_email__,
-    __build__,
-    __cake__,
-    __copyright__,
-    __description__,
-    __license__,
-    __title__,
-    __url__,
-    __version__,
-)
-from .api import delete, get, head, options, patch, post, put, request
-from .exceptions import (
-    ConnectionError,
-    ConnectTimeout,
-    FileModeWarning,
-    HTTPError,
-    JSONDecodeError,
-    ReadTimeout,
-    RequestException,
-    Timeout,
-    TooManyRedirects,
-    URLRequired,
-)
-from .models import PreparedRequest, Request, Response
-from .sessions import Session, session
-from .status_codes import codes
-
-logging.getLogger(__name__).addHandler(NullHandler())
-
-# FileModeWarnings go off per the default.
-warnings.simplefilter("default", FileModeWarning, append=True)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/__version__.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/__version__.py
deleted file mode 100644
index 2c105aca7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/__version__.py
+++ /dev/null
@@ -1,14 +0,0 @@
-# .-. .-. .-. . . .-. .-. .-. .-.
-# |(  |-  |.| | | |-  `-.  |  `-.
-# ' ' `-' `-`.`-' `-' `-'  '  `-'
-
-__title__ = "requests"
-__description__ = "Python HTTP for Humans."
-__url__ = "https://requests.readthedocs.io"
-__version__ = "2.32.3"
-__build__ = 0x023203
-__author__ = "Kenneth Reitz"
-__author_email__ = "me@kennethreitz.org"
-__license__ = "Apache-2.0"
-__copyright__ = "Copyright Kenneth Reitz"
-__cake__ = "\u2728 \U0001f370 \u2728"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/_internal_utils.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/_internal_utils.py
deleted file mode 100644
index f2cf635e2..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/_internal_utils.py
+++ /dev/null
@@ -1,50 +0,0 @@
-"""
-requests._internal_utils
-~~~~~~~~~~~~~~
-
-Provides utility functions that are consumed internally by Requests
-which depend on extremely few external helpers (such as compat)
-"""
-import re
-
-from .compat import builtin_str
-
-_VALID_HEADER_NAME_RE_BYTE = re.compile(rb"^[^:\s][^:\r\n]*$")
-_VALID_HEADER_NAME_RE_STR = re.compile(r"^[^:\s][^:\r\n]*$")
-_VALID_HEADER_VALUE_RE_BYTE = re.compile(rb"^\S[^\r\n]*$|^$")
-_VALID_HEADER_VALUE_RE_STR = re.compile(r"^\S[^\r\n]*$|^$")
-
-_HEADER_VALIDATORS_STR = (_VALID_HEADER_NAME_RE_STR, _VALID_HEADER_VALUE_RE_STR)
-_HEADER_VALIDATORS_BYTE = (_VALID_HEADER_NAME_RE_BYTE, _VALID_HEADER_VALUE_RE_BYTE)
-HEADER_VALIDATORS = {
-    bytes: _HEADER_VALIDATORS_BYTE,
-    str: _HEADER_VALIDATORS_STR,
-}
-
-
-def to_native_string(string, encoding="ascii"):
-    """Given a string object, regardless of type, returns a representation of
-    that string in the native string type, encoding and decoding where
-    necessary. This assumes ASCII unless told otherwise.
-    """
-    if isinstance(string, builtin_str):
-        out = string
-    else:
-        out = string.decode(encoding)
-
-    return out
-
-
-def unicode_is_ascii(u_string):
-    """Determine if unicode string only contains ASCII characters.
-
-    :param str u_string: unicode string to check. Must be unicode
-        and not Python 2 `str`.
-    :rtype: bool
-    """
-    assert isinstance(u_string, str)
-    try:
-        u_string.encode("ascii")
-        return True
-    except UnicodeEncodeError:
-        return False
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/adapters.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/adapters.py
deleted file mode 100644
index 9a58b1602..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/adapters.py
+++ /dev/null
@@ -1,719 +0,0 @@
-"""
-requests.adapters
-~~~~~~~~~~~~~~~~~
-
-This module contains the transport adapters that Requests uses to define
-and maintain connections.
-"""
-
-import os.path
-import socket  # noqa: F401
-import typing
-import warnings
-
-from urllib3.exceptions import ClosedPoolError, ConnectTimeoutError
-from urllib3.exceptions import HTTPError as _HTTPError
-from urllib3.exceptions import InvalidHeader as _InvalidHeader
-from urllib3.exceptions import (
-    LocationValueError,
-    MaxRetryError,
-    NewConnectionError,
-    ProtocolError,
-)
-from urllib3.exceptions import ProxyError as _ProxyError
-from urllib3.exceptions import ReadTimeoutError, ResponseError
-from urllib3.exceptions import SSLError as _SSLError
-from urllib3.poolmanager import PoolManager, proxy_from_url
-from urllib3.util import Timeout as TimeoutSauce
-from urllib3.util import parse_url
-from urllib3.util.retry import Retry
-from urllib3.util.ssl_ import create_urllib3_context
-
-from .auth import _basic_auth_str
-from .compat import basestring, urlparse
-from .cookies import extract_cookies_to_jar
-from .exceptions import (
-    ConnectionError,
-    ConnectTimeout,
-    InvalidHeader,
-    InvalidProxyURL,
-    InvalidSchema,
-    InvalidURL,
-    ProxyError,
-    ReadTimeout,
-    RetryError,
-    SSLError,
-)
-from .models import Response
-from .structures import CaseInsensitiveDict
-from .utils import (
-    DEFAULT_CA_BUNDLE_PATH,
-    extract_zipped_paths,
-    get_auth_from_url,
-    get_encoding_from_headers,
-    prepend_scheme_if_needed,
-    select_proxy,
-    urldefragauth,
-)
-
-try:
-    from urllib3.contrib.socks import SOCKSProxyManager
-except ImportError:
-
-    def SOCKSProxyManager(*args, **kwargs):
-        raise InvalidSchema("Missing dependencies for SOCKS support.")
-
-
-if typing.TYPE_CHECKING:
-    from .models import PreparedRequest
-
-
-DEFAULT_POOLBLOCK = False
-DEFAULT_POOLSIZE = 10
-DEFAULT_RETRIES = 0
-DEFAULT_POOL_TIMEOUT = None
-
-
-try:
-    import ssl  # noqa: F401
-
-    _preloaded_ssl_context = create_urllib3_context()
-    _preloaded_ssl_context.load_verify_locations(
-        extract_zipped_paths(DEFAULT_CA_BUNDLE_PATH)
-    )
-except ImportError:
-    # Bypass default SSLContext creation when Python
-    # interpreter isn't built with the ssl module.
-    _preloaded_ssl_context = None
-
-
-def _urllib3_request_context(
-    request: "PreparedRequest",
-    verify: "bool | str | None",
-    client_cert: "typing.Tuple[str, str] | str | None",
-    poolmanager: "PoolManager",
-) -> "(typing.Dict[str, typing.Any], typing.Dict[str, typing.Any])":
-    host_params = {}
-    pool_kwargs = {}
-    parsed_request_url = urlparse(request.url)
-    scheme = parsed_request_url.scheme.lower()
-    port = parsed_request_url.port
-
-    # Determine if we have and should use our default SSLContext
-    # to optimize performance on standard requests.
-    poolmanager_kwargs = getattr(poolmanager, "connection_pool_kw", {})
-    has_poolmanager_ssl_context = poolmanager_kwargs.get("ssl_context")
-    should_use_default_ssl_context = (
-        _preloaded_ssl_context is not None and not has_poolmanager_ssl_context
-    )
-
-    cert_reqs = "CERT_REQUIRED"
-    if verify is False:
-        cert_reqs = "CERT_NONE"
-    elif verify is True and should_use_default_ssl_context:
-        pool_kwargs["ssl_context"] = _preloaded_ssl_context
-    elif isinstance(verify, str):
-        if not os.path.isdir(verify):
-            pool_kwargs["ca_certs"] = verify
-        else:
-            pool_kwargs["ca_cert_dir"] = verify
-    pool_kwargs["cert_reqs"] = cert_reqs
-    if client_cert is not None:
-        if isinstance(client_cert, tuple) and len(client_cert) == 2:
-            pool_kwargs["cert_file"] = client_cert[0]
-            pool_kwargs["key_file"] = client_cert[1]
-        else:
-            # According to our docs, we allow users to specify just the client
-            # cert path
-            pool_kwargs["cert_file"] = client_cert
-    host_params = {
-        "scheme": scheme,
-        "host": parsed_request_url.hostname,
-        "port": port,
-    }
-    return host_params, pool_kwargs
-
-
-class BaseAdapter:
-    """The Base Transport Adapter"""
-
-    def __init__(self):
-        super().__init__()
-
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):
-        """Sends PreparedRequest object. Returns Response object.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param stream: (optional) Whether to stream the request content.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple
-        :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use
-        :param cert: (optional) Any user-provided SSL certificate to be trusted.
-        :param proxies: (optional) The proxies dictionary to apply to the request.
-        """
-        raise NotImplementedError
-
-    def close(self):
-        """Cleans up adapter specific items."""
-        raise NotImplementedError
-
-
-class HTTPAdapter(BaseAdapter):
-    """The built-in HTTP Adapter for urllib3.
-
-    Provides a general-case interface for Requests sessions to contact HTTP and
-    HTTPS urls by implementing the Transport Adapter interface. This class will
-    usually be created by the :class:`Session <Session>` class under the
-    covers.
-
-    :param pool_connections: The number of urllib3 connection pools to cache.
-    :param pool_maxsize: The maximum number of connections to save in the pool.
-    :param max_retries: The maximum number of retries each connection
-        should attempt. Note, this applies only to failed DNS lookups, socket
-        connections and connection timeouts, never to requests where data has
-        made it to the server. By default, Requests does not retry failed
-        connections. If you need granular control over the conditions under
-        which we retry a request, import urllib3's ``Retry`` class and pass
-        that instead.
-    :param pool_block: Whether the connection pool should block for connections.
-
-    Usage::
-
-      >>> import requests
-      >>> s = requests.Session()
-      >>> a = requests.adapters.HTTPAdapter(max_retries=3)
-      >>> s.mount('http://', a)
-    """
-
-    __attrs__ = [
-        "max_retries",
-        "config",
-        "_pool_connections",
-        "_pool_maxsize",
-        "_pool_block",
-    ]
-
-    def __init__(
-        self,
-        pool_connections=DEFAULT_POOLSIZE,
-        pool_maxsize=DEFAULT_POOLSIZE,
-        max_retries=DEFAULT_RETRIES,
-        pool_block=DEFAULT_POOLBLOCK,
-    ):
-        if max_retries == DEFAULT_RETRIES:
-            self.max_retries = Retry(0, read=False)
-        else:
-            self.max_retries = Retry.from_int(max_retries)
-        self.config = {}
-        self.proxy_manager = {}
-
-        super().__init__()
-
-        self._pool_connections = pool_connections
-        self._pool_maxsize = pool_maxsize
-        self._pool_block = pool_block
-
-        self.init_poolmanager(pool_connections, pool_maxsize, block=pool_block)
-
-    def __getstate__(self):
-        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
-
-    def __setstate__(self, state):
-        # Can't handle by adding 'proxy_manager' to self.__attrs__ because
-        # self.poolmanager uses a lambda function, which isn't pickleable.
-        self.proxy_manager = {}
-        self.config = {}
-
-        for attr, value in state.items():
-            setattr(self, attr, value)
-
-        self.init_poolmanager(
-            self._pool_connections, self._pool_maxsize, block=self._pool_block
-        )
-
-    def init_poolmanager(
-        self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool_kwargs
-    ):
-        """Initializes a urllib3 PoolManager.
-
-        This method should not be called from user code, and is only
-        exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param connections: The number of urllib3 connection pools to cache.
-        :param maxsize: The maximum number of connections to save in the pool.
-        :param block: Block when no free connections are available.
-        :param pool_kwargs: Extra keyword arguments used to initialize the Pool Manager.
-        """
-        # save these values for pickling
-        self._pool_connections = connections
-        self._pool_maxsize = maxsize
-        self._pool_block = block
-
-        self.poolmanager = PoolManager(
-            num_pools=connections,
-            maxsize=maxsize,
-            block=block,
-            **pool_kwargs,
-        )
-
-    def proxy_manager_for(self, proxy, **proxy_kwargs):
-        """Return urllib3 ProxyManager for the given proxy.
-
-        This method should not be called from user code, and is only
-        exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param proxy: The proxy to return a urllib3 ProxyManager for.
-        :param proxy_kwargs: Extra keyword arguments used to configure the Proxy Manager.
-        :returns: ProxyManager
-        :rtype: urllib3.ProxyManager
-        """
-        if proxy in self.proxy_manager:
-            manager = self.proxy_manager[proxy]
-        elif proxy.lower().startswith("socks"):
-            username, password = get_auth_from_url(proxy)
-            manager = self.proxy_manager[proxy] = SOCKSProxyManager(
-                proxy,
-                username=username,
-                password=password,
-                num_pools=self._pool_connections,
-                maxsize=self._pool_maxsize,
-                block=self._pool_block,
-                **proxy_kwargs,
-            )
-        else:
-            proxy_headers = self.proxy_headers(proxy)
-            manager = self.proxy_manager[proxy] = proxy_from_url(
-                proxy,
-                proxy_headers=proxy_headers,
-                num_pools=self._pool_connections,
-                maxsize=self._pool_maxsize,
-                block=self._pool_block,
-                **proxy_kwargs,
-            )
-
-        return manager
-
-    def cert_verify(self, conn, url, verify, cert):
-        """Verify a SSL certificate. This method should not be called from user
-        code, and is only exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param conn: The urllib3 connection object associated with the cert.
-        :param url: The requested URL.
-        :param verify: Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use
-        :param cert: The SSL certificate to verify.
-        """
-        if url.lower().startswith("https") and verify:
-            conn.cert_reqs = "CERT_REQUIRED"
-
-            # Only load the CA certificates if 'verify' is a string indicating the CA bundle to use.
-            # Otherwise, if verify is a boolean, we don't load anything since
-            # the connection will be using a context with the default certificates already loaded,
-            # and this avoids a call to the slow load_verify_locations()
-            if verify is not True:
-                # `verify` must be a str with a path then
-                cert_loc = verify
-
-                if not os.path.exists(cert_loc):
-                    raise OSError(
-                        f"Could not find a suitable TLS CA certificate bundle, "
-                        f"invalid path: {cert_loc}"
-                    )
-
-                if not os.path.isdir(cert_loc):
-                    conn.ca_certs = cert_loc
-                else:
-                    conn.ca_cert_dir = cert_loc
-        else:
-            conn.cert_reqs = "CERT_NONE"
-            conn.ca_certs = None
-            conn.ca_cert_dir = None
-
-        if cert:
-            if not isinstance(cert, basestring):
-                conn.cert_file = cert[0]
-                conn.key_file = cert[1]
-            else:
-                conn.cert_file = cert
-                conn.key_file = None
-            if conn.cert_file and not os.path.exists(conn.cert_file):
-                raise OSError(
-                    f"Could not find the TLS certificate file, "
-                    f"invalid path: {conn.cert_file}"
-                )
-            if conn.key_file and not os.path.exists(conn.key_file):
-                raise OSError(
-                    f"Could not find the TLS key file, invalid path: {conn.key_file}"
-                )
-
-    def build_response(self, req, resp):
-        """Builds a :class:`Response <requests.Response>` object from a urllib3
-        response. This should not be called from user code, and is only exposed
-        for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`
-
-        :param req: The :class:`PreparedRequest <PreparedRequest>` used to generate the response.
-        :param resp: The urllib3 response object.
-        :rtype: requests.Response
-        """
-        response = Response()
-
-        # Fallback to None if there's no status_code, for whatever reason.
-        response.status_code = getattr(resp, "status", None)
-
-        # Make headers case-insensitive.
-        response.headers = CaseInsensitiveDict(getattr(resp, "headers", {}))
-
-        # Set encoding.
-        response.encoding = get_encoding_from_headers(response.headers)
-        response.raw = resp
-        response.reason = response.raw.reason
-
-        if isinstance(req.url, bytes):
-            response.url = req.url.decode("utf-8")
-        else:
-            response.url = req.url
-
-        # Add new cookies from the server.
-        extract_cookies_to_jar(response.cookies, req, resp)
-
-        # Give the Response some context.
-        response.request = req
-        response.connection = self
-
-        return response
-
-    def build_connection_pool_key_attributes(self, request, verify, cert=None):
-        """Build the PoolKey attributes used by urllib3 to return a connection.
-
-        This looks at the PreparedRequest, the user-specified verify value,
-        and the value of the cert parameter to determine what PoolKey values
-        to use to select a connection from a given urllib3 Connection Pool.
-
-        The SSL related pool key arguments are not consistently set. As of
-        this writing, use the following to determine what keys may be in that
-        dictionary:
-
-        * If ``verify`` is ``True``, ``"ssl_context"`` will be set and will be the
-          default Requests SSL Context
-        * If ``verify`` is ``False``, ``"ssl_context"`` will not be set but
-          ``"cert_reqs"`` will be set
-        * If ``verify`` is a string, (i.e., it is a user-specified trust bundle)
-          ``"ca_certs"`` will be set if the string is not a directory recognized
-          by :py:func:`os.path.isdir`, otherwise ``"ca_certs_dir"`` will be
-          set.
-        * If ``"cert"`` is specified, ``"cert_file"`` will always be set. If
-          ``"cert"`` is a tuple with a second item, ``"key_file"`` will also
-          be present
-
-        To override these settings, one may subclass this class, call this
-        method and use the above logic to change parameters as desired. For
-        example, if one wishes to use a custom :py:class:`ssl.SSLContext` one
-        must both set ``"ssl_context"`` and based on what else they require,
-        alter the other keys to ensure the desired behaviour.
-
-        :param request:
-            The PreparedReqest being sent over the connection.
-        :type request:
-            :class:`~requests.models.PreparedRequest`
-        :param verify:
-            Either a boolean, in which case it controls whether
-            we verify the server's TLS certificate, or a string, in which case it
-            must be a path to a CA bundle to use.
-        :param cert:
-            (optional) Any user-provided SSL certificate for client
-            authentication (a.k.a., mTLS). This may be a string (i.e., just
-            the path to a file which holds both certificate and key) or a
-            tuple of length 2 with the certificate file path and key file
-            path.
-        :returns:
-            A tuple of two dictionaries. The first is the "host parameters"
-            portion of the Pool Key including scheme, hostname, and port. The
-            second is a dictionary of SSLContext related parameters.
-        """
-        return _urllib3_request_context(request, verify, cert, self.poolmanager)
-
-    def get_connection_with_tls_context(self, request, verify, proxies=None, cert=None):
-        """Returns a urllib3 connection for the given request and TLS settings.
-        This should not be called from user code, and is only exposed for use
-        when subclassing the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request:
-            The :class:`PreparedRequest <PreparedRequest>` object to be sent
-            over the connection.
-        :param verify:
-            Either a boolean, in which case it controls whether we verify the
-            server's TLS certificate, or a string, in which case it must be a
-            path to a CA bundle to use.
-        :param proxies:
-            (optional) The proxies dictionary to apply to the request.
-        :param cert:
-            (optional) Any user-provided SSL certificate to be used for client
-            authentication (a.k.a., mTLS).
-        :rtype:
-            urllib3.ConnectionPool
-        """
-        proxy = select_proxy(request.url, proxies)
-        try:
-            host_params, pool_kwargs = self.build_connection_pool_key_attributes(
-                request,
-                verify,
-                cert,
-            )
-        except ValueError as e:
-            raise InvalidURL(e, request=request)
-        if proxy:
-            proxy = prepend_scheme_if_needed(proxy, "http")
-            proxy_url = parse_url(proxy)
-            if not proxy_url.host:
-                raise InvalidProxyURL(
-                    "Please check proxy URL. It is malformed "
-                    "and could be missing the host."
-                )
-            proxy_manager = self.proxy_manager_for(proxy)
-            conn = proxy_manager.connection_from_host(
-                **host_params, pool_kwargs=pool_kwargs
-            )
-        else:
-            # Only scheme should be lower case
-            conn = self.poolmanager.connection_from_host(
-                **host_params, pool_kwargs=pool_kwargs
-            )
-
-        return conn
-
-    def get_connection(self, url, proxies=None):
-        """DEPRECATED: Users should move to `get_connection_with_tls_context`
-        for all subclasses of HTTPAdapter using Requests>=2.32.2.
-
-        Returns a urllib3 connection for the given URL. This should not be
-        called from user code, and is only exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param url: The URL to connect to.
-        :param proxies: (optional) A Requests-style dictionary of proxies used on this request.
-        :rtype: urllib3.ConnectionPool
-        """
-        warnings.warn(
-            (
-                "`get_connection` has been deprecated in favor of "
-                "`get_connection_with_tls_context`. Custom HTTPAdapter subclasses "
-                "will need to migrate for Requests>=2.32.2. Please see "
-                "https://github.com/psf/requests/pull/6710 for more details."
-            ),
-            DeprecationWarning,
-        )
-        proxy = select_proxy(url, proxies)
-
-        if proxy:
-            proxy = prepend_scheme_if_needed(proxy, "http")
-            proxy_url = parse_url(proxy)
-            if not proxy_url.host:
-                raise InvalidProxyURL(
-                    "Please check proxy URL. It is malformed "
-                    "and could be missing the host."
-                )
-            proxy_manager = self.proxy_manager_for(proxy)
-            conn = proxy_manager.connection_from_url(url)
-        else:
-            # Only scheme should be lower case
-            parsed = urlparse(url)
-            url = parsed.geturl()
-            conn = self.poolmanager.connection_from_url(url)
-
-        return conn
-
-    def close(self):
-        """Disposes of any internal state.
-
-        Currently, this closes the PoolManager and any active ProxyManager,
-        which closes any pooled connections.
-        """
-        self.poolmanager.clear()
-        for proxy in self.proxy_manager.values():
-            proxy.clear()
-
-    def request_url(self, request, proxies):
-        """Obtain the url to use when making the final request.
-
-        If the message is being sent through a HTTP proxy, the full URL has to
-        be used. Otherwise, we should only use the path portion of the URL.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs.
-        :rtype: str
-        """
-        proxy = select_proxy(request.url, proxies)
-        scheme = urlparse(request.url).scheme
-
-        is_proxied_http_request = proxy and scheme != "https"
-        using_socks_proxy = False
-        if proxy:
-            proxy_scheme = urlparse(proxy).scheme.lower()
-            using_socks_proxy = proxy_scheme.startswith("socks")
-
-        url = request.path_url
-        if url.startswith("//"):  # Don't confuse urllib3
-            url = f"/{url.lstrip('/')}"
-
-        if is_proxied_http_request and not using_socks_proxy:
-            url = urldefragauth(request.url)
-
-        return url
-
-    def add_headers(self, request, **kwargs):
-        """Add any headers needed by the connection. As of v2.0 this does
-        nothing by default, but is left for overriding by users that subclass
-        the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` to add headers to.
-        :param kwargs: The keyword arguments from the call to send().
-        """
-        pass
-
-    def proxy_headers(self, proxy):
-        """Returns a dictionary of the headers to add to any request sent
-        through a proxy. This works with urllib3 magic to ensure that they are
-        correctly sent to the proxy, rather than in a tunnelled request if
-        CONNECT is being used.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param proxy: The url of the proxy being used for this request.
-        :rtype: dict
-        """
-        headers = {}
-        username, password = get_auth_from_url(proxy)
-
-        if username:
-            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
-
-        return headers
-
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):
-        """Sends PreparedRequest object. Returns Response object.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param stream: (optional) Whether to stream the request content.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple or urllib3 Timeout object
-        :param verify: (optional) Either a boolean, in which case it controls whether
-            we verify the server's TLS certificate, or a string, in which case it
-            must be a path to a CA bundle to use
-        :param cert: (optional) Any user-provided SSL certificate to be trusted.
-        :param proxies: (optional) The proxies dictionary to apply to the request.
-        :rtype: requests.Response
-        """
-
-        try:
-            conn = self.get_connection_with_tls_context(
-                request, verify, proxies=proxies, cert=cert
-            )
-        except LocationValueError as e:
-            raise InvalidURL(e, request=request)
-
-        self.cert_verify(conn, request.url, verify, cert)
-        url = self.request_url(request, proxies)
-        self.add_headers(
-            request,
-            stream=stream,
-            timeout=timeout,
-            verify=verify,
-            cert=cert,
-            proxies=proxies,
-        )
-
-        chunked = not (request.body is None or "Content-Length" in request.headers)
-
-        if isinstance(timeout, tuple):
-            try:
-                connect, read = timeout
-                timeout = TimeoutSauce(connect=connect, read=read)
-            except ValueError:
-                raise ValueError(
-                    f"Invalid timeout {timeout}. Pass a (connect, read) timeout tuple, "
-                    f"or a single float to set both timeouts to the same value."
-                )
-        elif isinstance(timeout, TimeoutSauce):
-            pass
-        else:
-            timeout = TimeoutSauce(connect=timeout, read=timeout)
-
-        try:
-            resp = conn.urlopen(
-                method=request.method,
-                url=url,
-                body=request.body,
-                headers=request.headers,
-                redirect=False,
-                assert_same_host=False,
-                preload_content=False,
-                decode_content=False,
-                retries=self.max_retries,
-                timeout=timeout,
-                chunked=chunked,
-            )
-
-        except (ProtocolError, OSError) as err:
-            raise ConnectionError(err, request=request)
-
-        except MaxRetryError as e:
-            if isinstance(e.reason, ConnectTimeoutError):
-                # TODO: Remove this in 3.0.0: see #2811
-                if not isinstance(e.reason, NewConnectionError):
-                    raise ConnectTimeout(e, request=request)
-
-            if isinstance(e.reason, ResponseError):
-                raise RetryError(e, request=request)
-
-            if isinstance(e.reason, _ProxyError):
-                raise ProxyError(e, request=request)
-
-            if isinstance(e.reason, _SSLError):
-                # This branch is for urllib3 v1.22 and later.
-                raise SSLError(e, request=request)
-
-            raise ConnectionError(e, request=request)
-
-        except ClosedPoolError as e:
-            raise ConnectionError(e, request=request)
-
-        except _ProxyError as e:
-            raise ProxyError(e)
-
-        except (_SSLError, _HTTPError) as e:
-            if isinstance(e, _SSLError):
-                # This branch is for urllib3 versions earlier than v1.22
-                raise SSLError(e, request=request)
-            elif isinstance(e, ReadTimeoutError):
-                raise ReadTimeout(e, request=request)
-            elif isinstance(e, _InvalidHeader):
-                raise InvalidHeader(e, request=request)
-            else:
-                raise
-
-        return self.build_response(request, resp)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/api.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/api.py
deleted file mode 100644
index 596074455..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/api.py
+++ /dev/null
@@ -1,157 +0,0 @@
-"""
-requests.api
-~~~~~~~~~~~~
-
-This module implements the Requests API.
-
-:copyright: (c) 2012 by Kenneth Reitz.
-:license: Apache2, see LICENSE for more details.
-"""
-
-from . import sessions
-
-
-def request(method, url, **kwargs):
-    """Constructs and sends a :class:`Request <Request>`.
-
-    :param method: method for the new :class:`Request` object: ``GET``, ``OPTIONS``, ``HEAD``, ``POST``, ``PUT``, ``PATCH``, or ``DELETE``.
-    :param url: URL for the new :class:`Request` object.
-    :param params: (optional) Dictionary, list of tuples or bytes to send
-        in the query string for the :class:`Request`.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`.
-    :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`.
-    :param files: (optional) Dictionary of ``'name': file-like-objects`` (or ``{'name': file-tuple}``) for multipart encoding upload.
-        ``file-tuple`` can be a 2-tuple ``('filename', fileobj)``, 3-tuple ``('filename', fileobj, 'content_type')``
-        or a 4-tuple ``('filename', fileobj, 'content_type', custom_headers)``, where ``'content_type'`` is a string
-        defining the content type of the given file and ``custom_headers`` a dict-like object containing additional headers
-        to add for the file.
-    :param auth: (optional) Auth tuple to enable Basic/Digest/Custom HTTP Auth.
-    :param timeout: (optional) How many seconds to wait for the server to send data
-        before giving up, as a float, or a :ref:`(connect timeout, read
-        timeout) <timeouts>` tuple.
-    :type timeout: float or tuple
-    :param allow_redirects: (optional) Boolean. Enable/disable GET/OPTIONS/POST/PUT/PATCH/DELETE/HEAD redirection. Defaults to ``True``.
-    :type allow_redirects: bool
-    :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy.
-    :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use. Defaults to ``True``.
-    :param stream: (optional) if ``False``, the response content will be immediately downloaded.
-    :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.request('GET', 'https://httpbin.org/get')
-      >>> req
-      <Response [200]>
-    """
-
-    # By using the 'with' statement we are sure the session is closed, thus we
-    # avoid leaving sockets open which can trigger a ResourceWarning in some
-    # cases, and look like a memory leak in others.
-    with sessions.Session() as session:
-        return session.request(method=method, url=url, **kwargs)
-
-
-def get(url, params=None, **kwargs):
-    r"""Sends a GET request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param params: (optional) Dictionary, list of tuples or bytes to send
-        in the query string for the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("get", url, params=params, **kwargs)
-
-
-def options(url, **kwargs):
-    r"""Sends an OPTIONS request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("options", url, **kwargs)
-
-
-def head(url, **kwargs):
-    r"""Sends a HEAD request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes. If
-        `allow_redirects` is not provided, it will be set to `False` (as
-        opposed to the default :meth:`request` behavior).
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    kwargs.setdefault("allow_redirects", False)
-    return request("head", url, **kwargs)
-
-
-def post(url, data=None, json=None, **kwargs):
-    r"""Sends a POST request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("post", url, data=data, json=json, **kwargs)
-
-
-def put(url, data=None, **kwargs):
-    r"""Sends a PUT request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("put", url, data=data, **kwargs)
-
-
-def patch(url, data=None, **kwargs):
-    r"""Sends a PATCH request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("patch", url, data=data, **kwargs)
-
-
-def delete(url, **kwargs):
-    r"""Sends a DELETE request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("delete", url, **kwargs)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/auth.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/auth.py
deleted file mode 100644
index 4a7ce6dc1..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/auth.py
+++ /dev/null
@@ -1,314 +0,0 @@
-"""
-requests.auth
-~~~~~~~~~~~~~
-
-This module contains the authentication handlers for Requests.
-"""
-
-import hashlib
-import os
-import re
-import threading
-import time
-import warnings
-from base64 import b64encode
-
-from ._internal_utils import to_native_string
-from .compat import basestring, str, urlparse
-from .cookies import extract_cookies_to_jar
-from .utils import parse_dict_header
-
-CONTENT_TYPE_FORM_URLENCODED = "application/x-www-form-urlencoded"
-CONTENT_TYPE_MULTI_PART = "multipart/form-data"
-
-
-def _basic_auth_str(username, password):
-    """Returns a Basic Auth string."""
-
-    # "I want us to put a big-ol' comment on top of it that
-    # says that this behaviour is dumb but we need to preserve
-    # it because people are relying on it."
-    #    - Lukasa
-    #
-    # These are here solely to maintain backwards compatibility
-    # for things like ints. This will be removed in 3.0.0.
-    if not isinstance(username, basestring):
-        warnings.warn(
-            "Non-string usernames will no longer be supported in Requests "
-            "3.0.0. Please convert the object you've passed in ({!r}) to "
-            "a string or bytes object in the near future to avoid "
-            "problems.".format(username),
-            category=DeprecationWarning,
-        )
-        username = str(username)
-
-    if not isinstance(password, basestring):
-        warnings.warn(
-            "Non-string passwords will no longer be supported in Requests "
-            "3.0.0. Please convert the object you've passed in ({!r}) to "
-            "a string or bytes object in the near future to avoid "
-            "problems.".format(type(password)),
-            category=DeprecationWarning,
-        )
-        password = str(password)
-    # -- End Removal --
-
-    if isinstance(username, str):
-        username = username.encode("latin1")
-
-    if isinstance(password, str):
-        password = password.encode("latin1")
-
-    authstr = "Basic " + to_native_string(
-        b64encode(b":".join((username, password))).strip()
-    )
-
-    return authstr
-
-
-class AuthBase:
-    """Base class that all auth implementations derive from"""
-
-    def __call__(self, r):
-        raise NotImplementedError("Auth hooks must be callable.")
-
-
-class HTTPBasicAuth(AuthBase):
-    """Attaches HTTP Basic Authentication to the given Request object."""
-
-    def __init__(self, username, password):
-        self.username = username
-        self.password = password
-
-    def __eq__(self, other):
-        return all(
-            [
-                self.username == getattr(other, "username", None),
-                self.password == getattr(other, "password", None),
-            ]
-        )
-
-    def __ne__(self, other):
-        return not self == other
-
-    def __call__(self, r):
-        r.headers["Authorization"] = _basic_auth_str(self.username, self.password)
-        return r
-
-
-class HTTPProxyAuth(HTTPBasicAuth):
-    """Attaches HTTP Proxy Authentication to a given Request object."""
-
-    def __call__(self, r):
-        r.headers["Proxy-Authorization"] = _basic_auth_str(self.username, self.password)
-        return r
-
-
-class HTTPDigestAuth(AuthBase):
-    """Attaches HTTP Digest Authentication to the given Request object."""
-
-    def __init__(self, username, password):
-        self.username = username
-        self.password = password
-        # Keep state in per-thread local storage
-        self._thread_local = threading.local()
-
-    def init_per_thread_state(self):
-        # Ensure state is initialized just once per-thread
-        if not hasattr(self._thread_local, "init"):
-            self._thread_local.init = True
-            self._thread_local.last_nonce = ""
-            self._thread_local.nonce_count = 0
-            self._thread_local.chal = {}
-            self._thread_local.pos = None
-            self._thread_local.num_401_calls = None
-
-    def build_digest_header(self, method, url):
-        """
-        :rtype: str
-        """
-
-        realm = self._thread_local.chal["realm"]
-        nonce = self._thread_local.chal["nonce"]
-        qop = self._thread_local.chal.get("qop")
-        algorithm = self._thread_local.chal.get("algorithm")
-        opaque = self._thread_local.chal.get("opaque")
-        hash_utf8 = None
-
-        if algorithm is None:
-            _algorithm = "MD5"
-        else:
-            _algorithm = algorithm.upper()
-        # lambdas assume digest modules are imported at the top level
-        if _algorithm == "MD5" or _algorithm == "MD5-SESS":
-
-            def md5_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.md5(x).hexdigest()
-
-            hash_utf8 = md5_utf8
-        elif _algorithm == "SHA":
-
-            def sha_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha1(x).hexdigest()
-
-            hash_utf8 = sha_utf8
-        elif _algorithm == "SHA-256":
-
-            def sha256_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha256(x).hexdigest()
-
-            hash_utf8 = sha256_utf8
-        elif _algorithm == "SHA-512":
-
-            def sha512_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha512(x).hexdigest()
-
-            hash_utf8 = sha512_utf8
-
-        KD = lambda s, d: hash_utf8(f"{s}:{d}")  # noqa:E731
-
-        if hash_utf8 is None:
-            return None
-
-        # XXX not implemented yet
-        entdig = None
-        p_parsed = urlparse(url)
-        #: path is request-uri defined in RFC 2616 which should not be empty
-        path = p_parsed.path or "/"
-        if p_parsed.query:
-            path += f"?{p_parsed.query}"
-
-        A1 = f"{self.username}:{realm}:{self.password}"
-        A2 = f"{method}:{path}"
-
-        HA1 = hash_utf8(A1)
-        HA2 = hash_utf8(A2)
-
-        if nonce == self._thread_local.last_nonce:
-            self._thread_local.nonce_count += 1
-        else:
-            self._thread_local.nonce_count = 1
-        ncvalue = f"{self._thread_local.nonce_count:08x}"
-        s = str(self._thread_local.nonce_count).encode("utf-8")
-        s += nonce.encode("utf-8")
-        s += time.ctime().encode("utf-8")
-        s += os.urandom(8)
-
-        cnonce = hashlib.sha1(s).hexdigest()[:16]
-        if _algorithm == "MD5-SESS":
-            HA1 = hash_utf8(f"{HA1}:{nonce}:{cnonce}")
-
-        if not qop:
-            respdig = KD(HA1, f"{nonce}:{HA2}")
-        elif qop == "auth" or "auth" in qop.split(","):
-            noncebit = f"{nonce}:{ncvalue}:{cnonce}:auth:{HA2}"
-            respdig = KD(HA1, noncebit)
-        else:
-            # XXX handle auth-int.
-            return None
-
-        self._thread_local.last_nonce = nonce
-
-        # XXX should the partial digests be encoded too?
-        base = (
-            f'username="{self.username}", realm="{realm}", nonce="{nonce}", '
-            f'uri="{path}", response="{respdig}"'
-        )
-        if opaque:
-            base += f', opaque="{opaque}"'
-        if algorithm:
-            base += f', algorithm="{algorithm}"'
-        if entdig:
-            base += f', digest="{entdig}"'
-        if qop:
-            base += f', qop="auth", nc={ncvalue}, cnonce="{cnonce}"'
-
-        return f"Digest {base}"
-
-    def handle_redirect(self, r, **kwargs):
-        """Reset num_401_calls counter on redirects."""
-        if r.is_redirect:
-            self._thread_local.num_401_calls = 1
-
-    def handle_401(self, r, **kwargs):
-        """
-        Takes the given response and tries digest-auth, if needed.
-
-        :rtype: requests.Response
-        """
-
-        # If response is not 4xx, do not auth
-        # See https://github.com/psf/requests/issues/3772
-        if not 400 <= r.status_code < 500:
-            self._thread_local.num_401_calls = 1
-            return r
-
-        if self._thread_local.pos is not None:
-            # Rewind the file position indicator of the body to where
-            # it was to resend the request.
-            r.request.body.seek(self._thread_local.pos)
-        s_auth = r.headers.get("www-authenticate", "")
-
-        if "digest" in s_auth.lower() and self._thread_local.num_401_calls < 2:
-            self._thread_local.num_401_calls += 1
-            pat = re.compile(r"digest ", flags=re.IGNORECASE)
-            self._thread_local.chal = parse_dict_header(pat.sub("", s_auth, count=1))
-
-            # Consume content and release the original connection
-            # to allow our new request to reuse the same one.
-            r.content
-            r.close()
-            prep = r.request.copy()
-            extract_cookies_to_jar(prep._cookies, r.request, r.raw)
-            prep.prepare_cookies(prep._cookies)
-
-            prep.headers["Authorization"] = self.build_digest_header(
-                prep.method, prep.url
-            )
-            _r = r.connection.send(prep, **kwargs)
-            _r.history.append(r)
-            _r.request = prep
-
-            return _r
-
-        self._thread_local.num_401_calls = 1
-        return r
-
-    def __call__(self, r):
-        # Initialize per-thread state, if needed
-        self.init_per_thread_state()
-        # If we have a saved nonce, skip the 401
-        if self._thread_local.last_nonce:
-            r.headers["Authorization"] = self.build_digest_header(r.method, r.url)
-        try:
-            self._thread_local.pos = r.body.tell()
-        except AttributeError:
-            # In the case of HTTPDigestAuth being reused and the body of
-            # the previous request was a file-like object, pos has the
-            # file position of the previous body. Ensure it's set to
-            # None.
-            self._thread_local.pos = None
-        r.register_hook("response", self.handle_401)
-        r.register_hook("response", self.handle_redirect)
-        self._thread_local.num_401_calls = 1
-
-        return r
-
-    def __eq__(self, other):
-        return all(
-            [
-                self.username == getattr(other, "username", None),
-                self.password == getattr(other, "password", None),
-            ]
-        )
-
-    def __ne__(self, other):
-        return not self == other
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/certs.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/certs.py
deleted file mode 100644
index be422c3e9..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/certs.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env python
-
-"""
-requests.certs
-~~~~~~~~~~~~~~
-
-This module returns the preferred default CA certificate bundle. There is
-only one — the one from the certifi package.
-
-If you are packaging Requests, e.g., for a Linux distribution or a managed
-environment, you can change the definition of where() to return a separately
-packaged CA bundle.
-"""
-from certifi import where
-
-if __name__ == "__main__":
-    print(where())
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/compat.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/compat.py
deleted file mode 100644
index 095de1b6c..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/compat.py
+++ /dev/null
@@ -1,94 +0,0 @@
-"""
-requests.compat
-~~~~~~~~~~~~~~~
-
-This module previously handled import compatibility issues
-between Python 2 and Python 3. It remains for backwards
-compatibility until the next major version.
-"""
-
-import importlib
-import sys
-
-# -------------------
-# Character Detection
-# -------------------
-
-
-def _resolve_char_detection():
-    """Find supported character detection libraries."""
-    chardet = None
-    for lib in ("chardet", "charset_normalizer"):
-        if chardet is None:
-            try:
-                chardet = importlib.import_module(lib)
-            except ImportError:
-                pass
-    return chardet
-
-
-chardet = _resolve_char_detection()
-
-# -------
-# Pythons
-# -------
-
-# Syntax sugar.
-_ver = sys.version_info
-
-#: Python 2.x?
-is_py2 = _ver[0] == 2
-
-#: Python 3.x?
-is_py3 = _ver[0] == 3
-
-# json/simplejson module import resolution
-has_simplejson = False
-try:
-    import simplejson as json
-
-    has_simplejson = True
-except ImportError:
-    import json
-
-if has_simplejson:
-    from simplejson import JSONDecodeError
-else:
-    from json import JSONDecodeError
-
-# Keep OrderedDict for backwards compatibility.
-from collections import OrderedDict
-from collections.abc import Callable, Mapping, MutableMapping
-from http import cookiejar as cookielib
-from http.cookies import Morsel
-from io import StringIO
-
-# --------------
-# Legacy Imports
-# --------------
-from urllib.parse import (
-    quote,
-    quote_plus,
-    unquote,
-    unquote_plus,
-    urldefrag,
-    urlencode,
-    urljoin,
-    urlparse,
-    urlsplit,
-    urlunparse,
-)
-from urllib.request import (
-    getproxies,
-    getproxies_environment,
-    parse_http_list,
-    proxy_bypass,
-    proxy_bypass_environment,
-)
-
-builtin_str = str
-str = str
-bytes = bytes
-basestring = (str, bytes)
-numeric_types = (int, float)
-integer_types = (int,)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/cookies.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/cookies.py
deleted file mode 100644
index f69d0cda9..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/cookies.py
+++ /dev/null
@@ -1,561 +0,0 @@
-"""
-requests.cookies
-~~~~~~~~~~~~~~~~
-
-Compatibility code to be able to use `http.cookiejar.CookieJar` with requests.
-
-requests.utils imports from here, so be careful with imports.
-"""
-
-import calendar
-import copy
-import time
-
-from ._internal_utils import to_native_string
-from .compat import Morsel, MutableMapping, cookielib, urlparse, urlunparse
-
-try:
-    import threading
-except ImportError:
-    import dummy_threading as threading
-
-
-class MockRequest:
-    """Wraps a `requests.Request` to mimic a `urllib2.Request`.
-
-    The code in `http.cookiejar.CookieJar` expects this interface in order to correctly
-    manage cookie policies, i.e., determine whether a cookie can be set, given the
-    domains of the request and the cookie.
-
-    The original request object is read-only. The client is responsible for collecting
-    the new headers via `get_new_headers()` and interpreting them appropriately. You
-    probably want `get_cookie_header`, defined below.
-    """
-
-    def __init__(self, request):
-        self._r = request
-        self._new_headers = {}
-        self.type = urlparse(self._r.url).scheme
-
-    def get_type(self):
-        return self.type
-
-    def get_host(self):
-        return urlparse(self._r.url).netloc
-
-    def get_origin_req_host(self):
-        return self.get_host()
-
-    def get_full_url(self):
-        # Only return the response's URL if the user hadn't set the Host
-        # header
-        if not self._r.headers.get("Host"):
-            return self._r.url
-        # If they did set it, retrieve it and reconstruct the expected domain
-        host = to_native_string(self._r.headers["Host"], encoding="utf-8")
-        parsed = urlparse(self._r.url)
-        # Reconstruct the URL as we expect it
-        return urlunparse(
-            [
-                parsed.scheme,
-                host,
-                parsed.path,
-                parsed.params,
-                parsed.query,
-                parsed.fragment,
-            ]
-        )
-
-    def is_unverifiable(self):
-        return True
-
-    def has_header(self, name):
-        return name in self._r.headers or name in self._new_headers
-
-    def get_header(self, name, default=None):
-        return self._r.headers.get(name, self._new_headers.get(name, default))
-
-    def add_header(self, key, val):
-        """cookiejar has no legitimate use for this method; add it back if you find one."""
-        raise NotImplementedError(
-            "Cookie headers should be added with add_unredirected_header()"
-        )
-
-    def add_unredirected_header(self, name, value):
-        self._new_headers[name] = value
-
-    def get_new_headers(self):
-        return self._new_headers
-
-    @property
-    def unverifiable(self):
-        return self.is_unverifiable()
-
-    @property
-    def origin_req_host(self):
-        return self.get_origin_req_host()
-
-    @property
-    def host(self):
-        return self.get_host()
-
-
-class MockResponse:
-    """Wraps a `httplib.HTTPMessage` to mimic a `urllib.addinfourl`.
-
-    ...what? Basically, expose the parsed HTTP headers from the server response
-    the way `http.cookiejar` expects to see them.
-    """
-
-    def __init__(self, headers):
-        """Make a MockResponse for `cookiejar` to read.
-
-        :param headers: a httplib.HTTPMessage or analogous carrying the headers
-        """
-        self._headers = headers
-
-    def info(self):
-        return self._headers
-
-    def getheaders(self, name):
-        self._headers.getheaders(name)
-
-
-def extract_cookies_to_jar(jar, request, response):
-    """Extract the cookies from the response into a CookieJar.
-
-    :param jar: http.cookiejar.CookieJar (not necessarily a RequestsCookieJar)
-    :param request: our own requests.Request object
-    :param response: urllib3.HTTPResponse object
-    """
-    if not (hasattr(response, "_original_response") and response._original_response):
-        return
-    # the _original_response field is the wrapped httplib.HTTPResponse object,
-    req = MockRequest(request)
-    # pull out the HTTPMessage with the headers and put it in the mock:
-    res = MockResponse(response._original_response.msg)
-    jar.extract_cookies(res, req)
-
-
-def get_cookie_header(jar, request):
-    """
-    Produce an appropriate Cookie header string to be sent with `request`, or None.
-
-    :rtype: str
-    """
-    r = MockRequest(request)
-    jar.add_cookie_header(r)
-    return r.get_new_headers().get("Cookie")
-
-
-def remove_cookie_by_name(cookiejar, name, domain=None, path=None):
-    """Unsets a cookie by name, by default over all domains and paths.
-
-    Wraps CookieJar.clear(), is O(n).
-    """
-    clearables = []
-    for cookie in cookiejar:
-        if cookie.name != name:
-            continue
-        if domain is not None and domain != cookie.domain:
-            continue
-        if path is not None and path != cookie.path:
-            continue
-        clearables.append((cookie.domain, cookie.path, cookie.name))
-
-    for domain, path, name in clearables:
-        cookiejar.clear(domain, path, name)
-
-
-class CookieConflictError(RuntimeError):
-    """There are two cookies that meet the criteria specified in the cookie jar.
-    Use .get and .set and include domain and path args in order to be more specific.
-    """
-
-
-class RequestsCookieJar(cookielib.CookieJar, MutableMapping):
-    """Compatibility class; is a http.cookiejar.CookieJar, but exposes a dict
-    interface.
-
-    This is the CookieJar we create by default for requests and sessions that
-    don't specify one, since some clients may expect response.cookies and
-    session.cookies to support dict operations.
-
-    Requests does not use the dict interface internally; it's just for
-    compatibility with external client code. All requests code should work
-    out of the box with externally provided instances of ``CookieJar``, e.g.
-    ``LWPCookieJar`` and ``FileCookieJar``.
-
-    Unlike a regular CookieJar, this class is pickleable.
-
-    .. warning:: dictionary operations that are normally O(1) may be O(n).
-    """
-
-    def get(self, name, default=None, domain=None, path=None):
-        """Dict-like get() that also supports optional domain and path args in
-        order to resolve naming collisions from using one cookie jar over
-        multiple domains.
-
-        .. warning:: operation is O(n), not O(1).
-        """
-        try:
-            return self._find_no_duplicates(name, domain, path)
-        except KeyError:
-            return default
-
-    def set(self, name, value, **kwargs):
-        """Dict-like set() that also supports optional domain and path args in
-        order to resolve naming collisions from using one cookie jar over
-        multiple domains.
-        """
-        # support client code that unsets cookies by assignment of a None value:
-        if value is None:
-            remove_cookie_by_name(
-                self, name, domain=kwargs.get("domain"), path=kwargs.get("path")
-            )
-            return
-
-        if isinstance(value, Morsel):
-            c = morsel_to_cookie(value)
-        else:
-            c = create_cookie(name, value, **kwargs)
-        self.set_cookie(c)
-        return c
-
-    def iterkeys(self):
-        """Dict-like iterkeys() that returns an iterator of names of cookies
-        from the jar.
-
-        .. seealso:: itervalues() and iteritems().
-        """
-        for cookie in iter(self):
-            yield cookie.name
-
-    def keys(self):
-        """Dict-like keys() that returns a list of names of cookies from the
-        jar.
-
-        .. seealso:: values() and items().
-        """
-        return list(self.iterkeys())
-
-    def itervalues(self):
-        """Dict-like itervalues() that returns an iterator of values of cookies
-        from the jar.
-
-        .. seealso:: iterkeys() and iteritems().
-        """
-        for cookie in iter(self):
-            yield cookie.value
-
-    def values(self):
-        """Dict-like values() that returns a list of values of cookies from the
-        jar.
-
-        .. seealso:: keys() and items().
-        """
-        return list(self.itervalues())
-
-    def iteritems(self):
-        """Dict-like iteritems() that returns an iterator of name-value tuples
-        from the jar.
-
-        .. seealso:: iterkeys() and itervalues().
-        """
-        for cookie in iter(self):
-            yield cookie.name, cookie.value
-
-    def items(self):
-        """Dict-like items() that returns a list of name-value tuples from the
-        jar. Allows client-code to call ``dict(RequestsCookieJar)`` and get a
-        vanilla python dict of key value pairs.
-
-        .. seealso:: keys() and values().
-        """
-        return list(self.iteritems())
-
-    def list_domains(self):
-        """Utility method to list all the domains in the jar."""
-        domains = []
-        for cookie in iter(self):
-            if cookie.domain not in domains:
-                domains.append(cookie.domain)
-        return domains
-
-    def list_paths(self):
-        """Utility method to list all the paths in the jar."""
-        paths = []
-        for cookie in iter(self):
-            if cookie.path not in paths:
-                paths.append(cookie.path)
-        return paths
-
-    def multiple_domains(self):
-        """Returns True if there are multiple domains in the jar.
-        Returns False otherwise.
-
-        :rtype: bool
-        """
-        domains = []
-        for cookie in iter(self):
-            if cookie.domain is not None and cookie.domain in domains:
-                return True
-            domains.append(cookie.domain)
-        return False  # there is only one domain in jar
-
-    def get_dict(self, domain=None, path=None):
-        """Takes as an argument an optional domain and path and returns a plain
-        old Python dict of name-value pairs of cookies that meet the
-        requirements.
-
-        :rtype: dict
-        """
-        dictionary = {}
-        for cookie in iter(self):
-            if (domain is None or cookie.domain == domain) and (
-                path is None or cookie.path == path
-            ):
-                dictionary[cookie.name] = cookie.value
-        return dictionary
-
-    def __contains__(self, name):
-        try:
-            return super().__contains__(name)
-        except CookieConflictError:
-            return True
-
-    def __getitem__(self, name):
-        """Dict-like __getitem__() for compatibility with client code. Throws
-        exception if there are more than one cookie with name. In that case,
-        use the more explicit get() method instead.
-
-        .. warning:: operation is O(n), not O(1).
-        """
-        return self._find_no_duplicates(name)
-
-    def __setitem__(self, name, value):
-        """Dict-like __setitem__ for compatibility with client code. Throws
-        exception if there is already a cookie of that name in the jar. In that
-        case, use the more explicit set() method instead.
-        """
-        self.set(name, value)
-
-    def __delitem__(self, name):
-        """Deletes a cookie given a name. Wraps ``http.cookiejar.CookieJar``'s
-        ``remove_cookie_by_name()``.
-        """
-        remove_cookie_by_name(self, name)
-
-    def set_cookie(self, cookie, *args, **kwargs):
-        if (
-            hasattr(cookie.value, "startswith")
-            and cookie.value.startswith('"')
-            and cookie.value.endswith('"')
-        ):
-            cookie.value = cookie.value.replace('\\"', "")
-        return super().set_cookie(cookie, *args, **kwargs)
-
-    def update(self, other):
-        """Updates this jar with cookies from another CookieJar or dict-like"""
-        if isinstance(other, cookielib.CookieJar):
-            for cookie in other:
-                self.set_cookie(copy.copy(cookie))
-        else:
-            super().update(other)
-
-    def _find(self, name, domain=None, path=None):
-        """Requests uses this method internally to get cookie values.
-
-        If there are conflicting cookies, _find arbitrarily chooses one.
-        See _find_no_duplicates if you want an exception thrown if there are
-        conflicting cookies.
-
-        :param name: a string containing name of cookie
-        :param domain: (optional) string containing domain of cookie
-        :param path: (optional) string containing path of cookie
-        :return: cookie.value
-        """
-        for cookie in iter(self):
-            if cookie.name == name:
-                if domain is None or cookie.domain == domain:
-                    if path is None or cookie.path == path:
-                        return cookie.value
-
-        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
-
-    def _find_no_duplicates(self, name, domain=None, path=None):
-        """Both ``__get_item__`` and ``get`` call this function: it's never
-        used elsewhere in Requests.
-
-        :param name: a string containing name of cookie
-        :param domain: (optional) string containing domain of cookie
-        :param path: (optional) string containing path of cookie
-        :raises KeyError: if cookie is not found
-        :raises CookieConflictError: if there are multiple cookies
-            that match name and optionally domain and path
-        :return: cookie.value
-        """
-        toReturn = None
-        for cookie in iter(self):
-            if cookie.name == name:
-                if domain is None or cookie.domain == domain:
-                    if path is None or cookie.path == path:
-                        if toReturn is not None:
-                            # if there are multiple cookies that meet passed in criteria
-                            raise CookieConflictError(
-                                f"There are multiple cookies with name, {name!r}"
-                            )
-                        # we will eventually return this as long as no cookie conflict
-                        toReturn = cookie.value
-
-        if toReturn:
-            return toReturn
-        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
-
-    def __getstate__(self):
-        """Unlike a normal CookieJar, this class is pickleable."""
-        state = self.__dict__.copy()
-        # remove the unpickleable RLock object
-        state.pop("_cookies_lock")
-        return state
-
-    def __setstate__(self, state):
-        """Unlike a normal CookieJar, this class is pickleable."""
-        self.__dict__.update(state)
-        if "_cookies_lock" not in self.__dict__:
-            self._cookies_lock = threading.RLock()
-
-    def copy(self):
-        """Return a copy of this RequestsCookieJar."""
-        new_cj = RequestsCookieJar()
-        new_cj.set_policy(self.get_policy())
-        new_cj.update(self)
-        return new_cj
-
-    def get_policy(self):
-        """Return the CookiePolicy instance used."""
-        return self._policy
-
-
-def _copy_cookie_jar(jar):
-    if jar is None:
-        return None
-
-    if hasattr(jar, "copy"):
-        # We're dealing with an instance of RequestsCookieJar
-        return jar.copy()
-    # We're dealing with a generic CookieJar instance
-    new_jar = copy.copy(jar)
-    new_jar.clear()
-    for cookie in jar:
-        new_jar.set_cookie(copy.copy(cookie))
-    return new_jar
-
-
-def create_cookie(name, value, **kwargs):
-    """Make a cookie from underspecified parameters.
-
-    By default, the pair of `name` and `value` will be set for the domain ''
-    and sent on every request (this is sometimes called a "supercookie").
-    """
-    result = {
-        "version": 0,
-        "name": name,
-        "value": value,
-        "port": None,
-        "domain": "",
-        "path": "/",
-        "secure": False,
-        "expires": None,
-        "discard": True,
-        "comment": None,
-        "comment_url": None,
-        "rest": {"HttpOnly": None},
-        "rfc2109": False,
-    }
-
-    badargs = set(kwargs) - set(result)
-    if badargs:
-        raise TypeError(
-            f"create_cookie() got unexpected keyword arguments: {list(badargs)}"
-        )
-
-    result.update(kwargs)
-    result["port_specified"] = bool(result["port"])
-    result["domain_specified"] = bool(result["domain"])
-    result["domain_initial_dot"] = result["domain"].startswith(".")
-    result["path_specified"] = bool(result["path"])
-
-    return cookielib.Cookie(**result)
-
-
-def morsel_to_cookie(morsel):
-    """Convert a Morsel object into a Cookie containing the one k/v pair."""
-
-    expires = None
-    if morsel["max-age"]:
-        try:
-            expires = int(time.time() + int(morsel["max-age"]))
-        except ValueError:
-            raise TypeError(f"max-age: {morsel['max-age']} must be integer")
-    elif morsel["expires"]:
-        time_template = "%a, %d-%b-%Y %H:%M:%S GMT"
-        expires = calendar.timegm(time.strptime(morsel["expires"], time_template))
-    return create_cookie(
-        comment=morsel["comment"],
-        comment_url=bool(morsel["comment"]),
-        discard=False,
-        domain=morsel["domain"],
-        expires=expires,
-        name=morsel.key,
-        path=morsel["path"],
-        port=None,
-        rest={"HttpOnly": morsel["httponly"]},
-        rfc2109=False,
-        secure=bool(morsel["secure"]),
-        value=morsel.value,
-        version=morsel["version"] or 0,
-    )
-
-
-def cookiejar_from_dict(cookie_dict, cookiejar=None, overwrite=True):
-    """Returns a CookieJar from a key/value dictionary.
-
-    :param cookie_dict: Dict of key/values to insert into CookieJar.
-    :param cookiejar: (optional) A cookiejar to add the cookies to.
-    :param overwrite: (optional) If False, will not replace cookies
-        already in the jar with new ones.
-    :rtype: CookieJar
-    """
-    if cookiejar is None:
-        cookiejar = RequestsCookieJar()
-
-    if cookie_dict is not None:
-        names_from_jar = [cookie.name for cookie in cookiejar]
-        for name in cookie_dict:
-            if overwrite or (name not in names_from_jar):
-                cookiejar.set_cookie(create_cookie(name, cookie_dict[name]))
-
-    return cookiejar
-
-
-def merge_cookies(cookiejar, cookies):
-    """Add cookies to cookiejar and returns a merged CookieJar.
-
-    :param cookiejar: CookieJar object to add the cookies to.
-    :param cookies: Dictionary or CookieJar object to be added.
-    :rtype: CookieJar
-    """
-    if not isinstance(cookiejar, cookielib.CookieJar):
-        raise ValueError("You can only merge into CookieJar")
-
-    if isinstance(cookies, dict):
-        cookiejar = cookiejar_from_dict(cookies, cookiejar=cookiejar, overwrite=False)
-    elif isinstance(cookies, cookielib.CookieJar):
-        try:
-            cookiejar.update(cookies)
-        except AttributeError:
-            for cookie_in_jar in cookies:
-                cookiejar.set_cookie(cookie_in_jar)
-
-    return cookiejar
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/exceptions.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/exceptions.py
deleted file mode 100644
index 83986b489..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/exceptions.py
+++ /dev/null
@@ -1,151 +0,0 @@
-"""
-requests.exceptions
-~~~~~~~~~~~~~~~~~~~
-
-This module contains the set of Requests' exceptions.
-"""
-from urllib3.exceptions import HTTPError as BaseHTTPError
-
-from .compat import JSONDecodeError as CompatJSONDecodeError
-
-
-class RequestException(IOError):
-    """There was an ambiguous exception that occurred while handling your
-    request.
-    """
-
-    def __init__(self, *args, **kwargs):
-        """Initialize RequestException with `request` and `response` objects."""
-        response = kwargs.pop("response", None)
-        self.response = response
-        self.request = kwargs.pop("request", None)
-        if response is not None and not self.request and hasattr(response, "request"):
-            self.request = self.response.request
-        super().__init__(*args, **kwargs)
-
-
-class InvalidJSONError(RequestException):
-    """A JSON error occurred."""
-
-
-class JSONDecodeError(InvalidJSONError, CompatJSONDecodeError):
-    """Couldn't decode the text into json"""
-
-    def __init__(self, *args, **kwargs):
-        """
-        Construct the JSONDecodeError instance first with all
-        args. Then use it's args to construct the IOError so that
-        the json specific args aren't used as IOError specific args
-        and the error message from JSONDecodeError is preserved.
-        """
-        CompatJSONDecodeError.__init__(self, *args)
-        InvalidJSONError.__init__(self, *self.args, **kwargs)
-
-    def __reduce__(self):
-        """
-        The __reduce__ method called when pickling the object must
-        be the one from the JSONDecodeError (be it json/simplejson)
-        as it expects all the arguments for instantiation, not just
-        one like the IOError, and the MRO would by default call the
-        __reduce__ method from the IOError due to the inheritance order.
-        """
-        return CompatJSONDecodeError.__reduce__(self)
-
-
-class HTTPError(RequestException):
-    """An HTTP error occurred."""
-
-
-class ConnectionError(RequestException):
-    """A Connection error occurred."""
-
-
-class ProxyError(ConnectionError):
-    """A proxy error occurred."""
-
-
-class SSLError(ConnectionError):
-    """An SSL error occurred."""
-
-
-class Timeout(RequestException):
-    """The request timed out.
-
-    Catching this error will catch both
-    :exc:`~requests.exceptions.ConnectTimeout` and
-    :exc:`~requests.exceptions.ReadTimeout` errors.
-    """
-
-
-class ConnectTimeout(ConnectionError, Timeout):
-    """The request timed out while trying to connect to the remote server.
-
-    Requests that produced this error are safe to retry.
-    """
-
-
-class ReadTimeout(Timeout):
-    """The server did not send any data in the allotted amount of time."""
-
-
-class URLRequired(RequestException):
-    """A valid URL is required to make a request."""
-
-
-class TooManyRedirects(RequestException):
-    """Too many redirects."""
-
-
-class MissingSchema(RequestException, ValueError):
-    """The URL scheme (e.g. http or https) is missing."""
-
-
-class InvalidSchema(RequestException, ValueError):
-    """The URL scheme provided is either invalid or unsupported."""
-
-
-class InvalidURL(RequestException, ValueError):
-    """The URL provided was somehow invalid."""
-
-
-class InvalidHeader(RequestException, ValueError):
-    """The header value provided was somehow invalid."""
-
-
-class InvalidProxyURL(InvalidURL):
-    """The proxy URL provided is invalid."""
-
-
-class ChunkedEncodingError(RequestException):
-    """The server declared chunked encoding but sent an invalid chunk."""
-
-
-class ContentDecodingError(RequestException, BaseHTTPError):
-    """Failed to decode response content."""
-
-
-class StreamConsumedError(RequestException, TypeError):
-    """The content for this response was already consumed."""
-
-
-class RetryError(RequestException):
-    """Custom retries logic failed"""
-
-
-class UnrewindableBodyError(RequestException):
-    """Requests encountered an error when trying to rewind a body."""
-
-
-# Warnings
-
-
-class RequestsWarning(Warning):
-    """Base warning for Requests."""
-
-
-class FileModeWarning(RequestsWarning, DeprecationWarning):
-    """A file was opened in text mode, but Requests determined its binary length."""
-
-
-class RequestsDependencyWarning(RequestsWarning):
-    """An imported dependency doesn't match the expected version range."""
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/help.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/help.py
deleted file mode 100644
index 8fbcd6560..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/help.py
+++ /dev/null
@@ -1,134 +0,0 @@
-"""Module containing bug report helper(s)."""
-
-import json
-import platform
-import ssl
-import sys
-
-import idna
-import urllib3
-
-from . import __version__ as requests_version
-
-try:
-    import charset_normalizer
-except ImportError:
-    charset_normalizer = None
-
-try:
-    import chardet
-except ImportError:
-    chardet = None
-
-try:
-    from urllib3.contrib import pyopenssl
-except ImportError:
-    pyopenssl = None
-    OpenSSL = None
-    cryptography = None
-else:
-    import cryptography
-    import OpenSSL
-
-
-def _implementation():
-    """Return a dict with the Python implementation and version.
-
-    Provide both the name and the version of the Python implementation
-    currently running. For example, on CPython 3.10.3 it will return
-    {'name': 'CPython', 'version': '3.10.3'}.
-
-    This function works best on CPython and PyPy: in particular, it probably
-    doesn't work for Jython or IronPython. Future investigation should be done
-    to work out the correct shape of the code for those platforms.
-    """
-    implementation = platform.python_implementation()
-
-    if implementation == "CPython":
-        implementation_version = platform.python_version()
-    elif implementation == "PyPy":
-        implementation_version = "{}.{}.{}".format(
-            sys.pypy_version_info.major,
-            sys.pypy_version_info.minor,
-            sys.pypy_version_info.micro,
-        )
-        if sys.pypy_version_info.releaselevel != "final":
-            implementation_version = "".join(
-                [implementation_version, sys.pypy_version_info.releaselevel]
-            )
-    elif implementation == "Jython":
-        implementation_version = platform.python_version()  # Complete Guess
-    elif implementation == "IronPython":
-        implementation_version = platform.python_version()  # Complete Guess
-    else:
-        implementation_version = "Unknown"
-
-    return {"name": implementation, "version": implementation_version}
-
-
-def info():
-    """Generate information for a bug report."""
-    try:
-        platform_info = {
-            "system": platform.system(),
-            "release": platform.release(),
-        }
-    except OSError:
-        platform_info = {
-            "system": "Unknown",
-            "release": "Unknown",
-        }
-
-    implementation_info = _implementation()
-    urllib3_info = {"version": urllib3.__version__}
-    charset_normalizer_info = {"version": None}
-    chardet_info = {"version": None}
-    if charset_normalizer:
-        charset_normalizer_info = {"version": charset_normalizer.__version__}
-    if chardet:
-        chardet_info = {"version": chardet.__version__}
-
-    pyopenssl_info = {
-        "version": None,
-        "openssl_version": "",
-    }
-    if OpenSSL:
-        pyopenssl_info = {
-            "version": OpenSSL.__version__,
-            "openssl_version": f"{OpenSSL.SSL.OPENSSL_VERSION_NUMBER:x}",
-        }
-    cryptography_info = {
-        "version": getattr(cryptography, "__version__", ""),
-    }
-    idna_info = {
-        "version": getattr(idna, "__version__", ""),
-    }
-
-    system_ssl = ssl.OPENSSL_VERSION_NUMBER
-    system_ssl_info = {"version": f"{system_ssl:x}" if system_ssl is not None else ""}
-
-    return {
-        "platform": platform_info,
-        "implementation": implementation_info,
-        "system_ssl": system_ssl_info,
-        "using_pyopenssl": pyopenssl is not None,
-        "using_charset_normalizer": chardet is None,
-        "pyOpenSSL": pyopenssl_info,
-        "urllib3": urllib3_info,
-        "chardet": chardet_info,
-        "charset_normalizer": charset_normalizer_info,
-        "cryptography": cryptography_info,
-        "idna": idna_info,
-        "requests": {
-            "version": requests_version,
-        },
-    }
-
-
-def main():
-    """Pretty-print the bug information as JSON."""
-    print(json.dumps(info(), sort_keys=True, indent=2))
-
-
-if __name__ == "__main__":
-    main()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/hooks.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/hooks.py
deleted file mode 100644
index d181ba2ec..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/hooks.py
+++ /dev/null
@@ -1,33 +0,0 @@
-"""
-requests.hooks
-~~~~~~~~~~~~~~
-
-This module provides the capabilities for the Requests hooks system.
-
-Available hooks:
-
-``response``:
-    The response generated from a Request.
-"""
-HOOKS = ["response"]
-
-
-def default_hooks():
-    return {event: [] for event in HOOKS}
-
-
-# TODO: response is the only one
-
-
-def dispatch_hook(key, hooks, hook_data, **kwargs):
-    """Dispatches a hook dictionary on a given piece of data."""
-    hooks = hooks or {}
-    hooks = hooks.get(key)
-    if hooks:
-        if hasattr(hooks, "__call__"):
-            hooks = [hooks]
-        for hook in hooks:
-            _hook_data = hook(hook_data, **kwargs)
-            if _hook_data is not None:
-                hook_data = _hook_data
-    return hook_data
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/models.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/models.py
deleted file mode 100644
index 8f56ca7d2..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/models.py
+++ /dev/null
@@ -1,1037 +0,0 @@
-"""
-requests.models
-~~~~~~~~~~~~~~~
-
-This module contains the primary objects that power Requests.
-"""
-
-import datetime
-
-# Import encoding now, to avoid implicit import later.
-# Implicit import within threads may cause LookupError when standard library is in a ZIP,
-# such as in Embedded Python. See https://github.com/psf/requests/issues/3578.
-import encodings.idna  # noqa: F401
-from io import UnsupportedOperation
-
-from urllib3.exceptions import (
-    DecodeError,
-    LocationParseError,
-    ProtocolError,
-    ReadTimeoutError,
-    SSLError,
-)
-from urllib3.fields import RequestField
-from urllib3.filepost import encode_multipart_formdata
-from urllib3.util import parse_url
-
-from ._internal_utils import to_native_string, unicode_is_ascii
-from .auth import HTTPBasicAuth
-from .compat import (
-    Callable,
-    JSONDecodeError,
-    Mapping,
-    basestring,
-    builtin_str,
-    chardet,
-    cookielib,
-)
-from .compat import json as complexjson
-from .compat import urlencode, urlsplit, urlunparse
-from .cookies import _copy_cookie_jar, cookiejar_from_dict, get_cookie_header
-from .exceptions import (
-    ChunkedEncodingError,
-    ConnectionError,
-    ContentDecodingError,
-    HTTPError,
-    InvalidJSONError,
-    InvalidURL,
-)
-from .exceptions import JSONDecodeError as RequestsJSONDecodeError
-from .exceptions import MissingSchema
-from .exceptions import SSLError as RequestsSSLError
-from .exceptions import StreamConsumedError
-from .hooks import default_hooks
-from .status_codes import codes
-from .structures import CaseInsensitiveDict
-from .utils import (
-    check_header_validity,
-    get_auth_from_url,
-    guess_filename,
-    guess_json_utf,
-    iter_slices,
-    parse_header_links,
-    requote_uri,
-    stream_decode_response_unicode,
-    super_len,
-    to_key_val_list,
-)
-
-#: The set of HTTP status codes that indicate an automatically
-#: processable redirect.
-REDIRECT_STATI = (
-    codes.moved,  # 301
-    codes.found,  # 302
-    codes.other,  # 303
-    codes.temporary_redirect,  # 307
-    codes.permanent_redirect,  # 308
-)
-
-DEFAULT_REDIRECT_LIMIT = 30
-CONTENT_CHUNK_SIZE = 10 * 1024
-ITER_CHUNK_SIZE = 512
-
-
-class RequestEncodingMixin:
-    @property
-    def path_url(self):
-        """Build the path URL to use."""
-
-        url = []
-
-        p = urlsplit(self.url)
-
-        path = p.path
-        if not path:
-            path = "/"
-
-        url.append(path)
-
-        query = p.query
-        if query:
-            url.append("?")
-            url.append(query)
-
-        return "".join(url)
-
-    @staticmethod
-    def _encode_params(data):
-        """Encode parameters in a piece of data.
-
-        Will successfully encode parameters when passed as a dict or a list of
-        2-tuples. Order is retained if data is a list of 2-tuples but arbitrary
-        if parameters are supplied as a dict.
-        """
-
-        if isinstance(data, (str, bytes)):
-            return data
-        elif hasattr(data, "read"):
-            return data
-        elif hasattr(data, "__iter__"):
-            result = []
-            for k, vs in to_key_val_list(data):
-                if isinstance(vs, basestring) or not hasattr(vs, "__iter__"):
-                    vs = [vs]
-                for v in vs:
-                    if v is not None:
-                        result.append(
-                            (
-                                k.encode("utf-8") if isinstance(k, str) else k,
-                                v.encode("utf-8") if isinstance(v, str) else v,
-                            )
-                        )
-            return urlencode(result, doseq=True)
-        else:
-            return data
-
-    @staticmethod
-    def _encode_files(files, data):
-        """Build the body for a multipart/form-data request.
-
-        Will successfully encode files when passed as a dict or a list of
-        tuples. Order is retained if data is a list of tuples but arbitrary
-        if parameters are supplied as a dict.
-        The tuples may be 2-tuples (filename, fileobj), 3-tuples (filename, fileobj, contentype)
-        or 4-tuples (filename, fileobj, contentype, custom_headers).
-        """
-        if not files:
-            raise ValueError("Files must be provided.")
-        elif isinstance(data, basestring):
-            raise ValueError("Data must not be a string.")
-
-        new_fields = []
-        fields = to_key_val_list(data or {})
-        files = to_key_val_list(files or {})
-
-        for field, val in fields:
-            if isinstance(val, basestring) or not hasattr(val, "__iter__"):
-                val = [val]
-            for v in val:
-                if v is not None:
-                    # Don't call str() on bytestrings: in Py3 it all goes wrong.
-                    if not isinstance(v, bytes):
-                        v = str(v)
-
-                    new_fields.append(
-                        (
-                            field.decode("utf-8")
-                            if isinstance(field, bytes)
-                            else field,
-                            v.encode("utf-8") if isinstance(v, str) else v,
-                        )
-                    )
-
-        for k, v in files:
-            # support for explicit filename
-            ft = None
-            fh = None
-            if isinstance(v, (tuple, list)):
-                if len(v) == 2:
-                    fn, fp = v
-                elif len(v) == 3:
-                    fn, fp, ft = v
-                else:
-                    fn, fp, ft, fh = v
-            else:
-                fn = guess_filename(v) or k
-                fp = v
-
-            if isinstance(fp, (str, bytes, bytearray)):
-                fdata = fp
-            elif hasattr(fp, "read"):
-                fdata = fp.read()
-            elif fp is None:
-                continue
-            else:
-                fdata = fp
-
-            rf = RequestField(name=k, data=fdata, filename=fn, headers=fh)
-            rf.make_multipart(content_type=ft)
-            new_fields.append(rf)
-
-        body, content_type = encode_multipart_formdata(new_fields)
-
-        return body, content_type
-
-
-class RequestHooksMixin:
-    def register_hook(self, event, hook):
-        """Properly register a hook."""
-
-        if event not in self.hooks:
-            raise ValueError(f'Unsupported event specified, with event name "{event}"')
-
-        if isinstance(hook, Callable):
-            self.hooks[event].append(hook)
-        elif hasattr(hook, "__iter__"):
-            self.hooks[event].extend(h for h in hook if isinstance(h, Callable))
-
-    def deregister_hook(self, event, hook):
-        """Deregister a previously registered hook.
-        Returns True if the hook existed, False if not.
-        """
-
-        try:
-            self.hooks[event].remove(hook)
-            return True
-        except ValueError:
-            return False
-
-
-class Request(RequestHooksMixin):
-    """A user-created :class:`Request <Request>` object.
-
-    Used to prepare a :class:`PreparedRequest <PreparedRequest>`, which is sent to the server.
-
-    :param method: HTTP method to use.
-    :param url: URL to send.
-    :param headers: dictionary of headers to send.
-    :param files: dictionary of {filename: fileobject} files to multipart upload.
-    :param data: the body to attach to the request. If a dictionary or
-        list of tuples ``[(key, value)]`` is provided, form-encoding will
-        take place.
-    :param json: json for the body to attach to the request (if files or data is not specified).
-    :param params: URL parameters to append to the URL. If a dictionary or
-        list of tuples ``[(key, value)]`` is provided, form-encoding will
-        take place.
-    :param auth: Auth handler or (user, pass) tuple.
-    :param cookies: dictionary or CookieJar of cookies to attach to this request.
-    :param hooks: dictionary of callback hooks, for internal usage.
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.Request('GET', 'https://httpbin.org/get')
-      >>> req.prepare()
-      <PreparedRequest [GET]>
-    """
-
-    def __init__(
-        self,
-        method=None,
-        url=None,
-        headers=None,
-        files=None,
-        data=None,
-        params=None,
-        auth=None,
-        cookies=None,
-        hooks=None,
-        json=None,
-    ):
-        # Default empty dicts for dict params.
-        data = [] if data is None else data
-        files = [] if files is None else files
-        headers = {} if headers is None else headers
-        params = {} if params is None else params
-        hooks = {} if hooks is None else hooks
-
-        self.hooks = default_hooks()
-        for k, v in list(hooks.items()):
-            self.register_hook(event=k, hook=v)
-
-        self.method = method
-        self.url = url
-        self.headers = headers
-        self.files = files
-        self.data = data
-        self.json = json
-        self.params = params
-        self.auth = auth
-        self.cookies = cookies
-
-    def __repr__(self):
-        return f"<Request [{self.method}]>"
-
-    def prepare(self):
-        """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it."""
-        p = PreparedRequest()
-        p.prepare(
-            method=self.method,
-            url=self.url,
-            headers=self.headers,
-            files=self.files,
-            data=self.data,
-            json=self.json,
-            params=self.params,
-            auth=self.auth,
-            cookies=self.cookies,
-            hooks=self.hooks,
-        )
-        return p
-
-
-class PreparedRequest(RequestEncodingMixin, RequestHooksMixin):
-    """The fully mutable :class:`PreparedRequest <PreparedRequest>` object,
-    containing the exact bytes that will be sent to the server.
-
-    Instances are generated from a :class:`Request <Request>` object, and
-    should not be instantiated manually; doing so may produce undesirable
-    effects.
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.Request('GET', 'https://httpbin.org/get')
-      >>> r = req.prepare()
-      >>> r
-      <PreparedRequest [GET]>
-
-      >>> s = requests.Session()
-      >>> s.send(r)
-      <Response [200]>
-    """
-
-    def __init__(self):
-        #: HTTP verb to send to the server.
-        self.method = None
-        #: HTTP URL to send the request to.
-        self.url = None
-        #: dictionary of HTTP headers.
-        self.headers = None
-        # The `CookieJar` used to create the Cookie header will be stored here
-        # after prepare_cookies is called
-        self._cookies = None
-        #: request body to send to the server.
-        self.body = None
-        #: dictionary of callback hooks, for internal usage.
-        self.hooks = default_hooks()
-        #: integer denoting starting position of a readable file-like body.
-        self._body_position = None
-
-    def prepare(
-        self,
-        method=None,
-        url=None,
-        headers=None,
-        files=None,
-        data=None,
-        params=None,
-        auth=None,
-        cookies=None,
-        hooks=None,
-        json=None,
-    ):
-        """Prepares the entire request with the given parameters."""
-
-        self.prepare_method(method)
-        self.prepare_url(url, params)
-        self.prepare_headers(headers)
-        self.prepare_cookies(cookies)
-        self.prepare_body(data, files, json)
-        self.prepare_auth(auth, url)
-
-        # Note that prepare_auth must be last to enable authentication schemes
-        # such as OAuth to work on a fully prepared request.
-
-        # This MUST go after prepare_auth. Authenticators could add a hook
-        self.prepare_hooks(hooks)
-
-    def __repr__(self):
-        return f"<PreparedRequest [{self.method}]>"
-
-    def copy(self):
-        p = PreparedRequest()
-        p.method = self.method
-        p.url = self.url
-        p.headers = self.headers.copy() if self.headers is not None else None
-        p._cookies = _copy_cookie_jar(self._cookies)
-        p.body = self.body
-        p.hooks = self.hooks
-        p._body_position = self._body_position
-        return p
-
-    def prepare_method(self, method):
-        """Prepares the given HTTP method."""
-        self.method = method
-        if self.method is not None:
-            self.method = to_native_string(self.method.upper())
-
-    @staticmethod
-    def _get_idna_encoded_host(host):
-        import idna
-
-        try:
-            host = idna.encode(host, uts46=True).decode("utf-8")
-        except idna.IDNAError:
-            raise UnicodeError
-        return host
-
-    def prepare_url(self, url, params):
-        """Prepares the given HTTP URL."""
-        #: Accept objects that have string representations.
-        #: We're unable to blindly call unicode/str functions
-        #: as this will include the bytestring indicator (b'')
-        #: on python 3.x.
-        #: https://github.com/psf/requests/pull/2238
-        if isinstance(url, bytes):
-            url = url.decode("utf8")
-        else:
-            url = str(url)
-
-        # Remove leading whitespaces from url
-        url = url.lstrip()
-
-        # Don't do any URL preparation for non-HTTP schemes like `mailto`,
-        # `data` etc to work around exceptions from `url_parse`, which
-        # handles RFC 3986 only.
-        if ":" in url and not url.lower().startswith("http"):
-            self.url = url
-            return
-
-        # Support for unicode domain names and paths.
-        try:
-            scheme, auth, host, port, path, query, fragment = parse_url(url)
-        except LocationParseError as e:
-            raise InvalidURL(*e.args)
-
-        if not scheme:
-            raise MissingSchema(
-                f"Invalid URL {url!r}: No scheme supplied. "
-                f"Perhaps you meant https://{url}?"
-            )
-
-        if not host:
-            raise InvalidURL(f"Invalid URL {url!r}: No host supplied")
-
-        # In general, we want to try IDNA encoding the hostname if the string contains
-        # non-ASCII characters. This allows users to automatically get the correct IDNA
-        # behaviour. For strings containing only ASCII characters, we need to also verify
-        # it doesn't start with a wildcard (*), before allowing the unencoded hostname.
-        if not unicode_is_ascii(host):
-            try:
-                host = self._get_idna_encoded_host(host)
-            except UnicodeError:
-                raise InvalidURL("URL has an invalid label.")
-        elif host.startswith(("*", ".")):
-            raise InvalidURL("URL has an invalid label.")
-
-        # Carefully reconstruct the network location
-        netloc = auth or ""
-        if netloc:
-            netloc += "@"
-        netloc += host
-        if port:
-            netloc += f":{port}"
-
-        # Bare domains aren't valid URLs.
-        if not path:
-            path = "/"
-
-        if isinstance(params, (str, bytes)):
-            params = to_native_string(params)
-
-        enc_params = self._encode_params(params)
-        if enc_params:
-            if query:
-                query = f"{query}&{enc_params}"
-            else:
-                query = enc_params
-
-        url = requote_uri(urlunparse([scheme, netloc, path, None, query, fragment]))
-        self.url = url
-
-    def prepare_headers(self, headers):
-        """Prepares the given HTTP headers."""
-
-        self.headers = CaseInsensitiveDict()
-        if headers:
-            for header in headers.items():
-                # Raise exception on invalid header value.
-                check_header_validity(header)
-                name, value = header
-                self.headers[to_native_string(name)] = value
-
-    def prepare_body(self, data, files, json=None):
-        """Prepares the given HTTP body data."""
-
-        # Check if file, fo, generator, iterator.
-        # If not, run through normal process.
-
-        # Nottin' on you.
-        body = None
-        content_type = None
-
-        if not data and json is not None:
-            # urllib3 requires a bytes-like body. Python 2's json.dumps
-            # provides this natively, but Python 3 gives a Unicode string.
-            content_type = "application/json"
-
-            try:
-                body = complexjson.dumps(json, allow_nan=False)
-            except ValueError as ve:
-                raise InvalidJSONError(ve, request=self)
-
-            if not isinstance(body, bytes):
-                body = body.encode("utf-8")
-
-        is_stream = all(
-            [
-                hasattr(data, "__iter__"),
-                not isinstance(data, (basestring, list, tuple, Mapping)),
-            ]
-        )
-
-        if is_stream:
-            try:
-                length = super_len(data)
-            except (TypeError, AttributeError, UnsupportedOperation):
-                length = None
-
-            body = data
-
-            if getattr(body, "tell", None) is not None:
-                # Record the current file position before reading.
-                # This will allow us to rewind a file in the event
-                # of a redirect.
-                try:
-                    self._body_position = body.tell()
-                except OSError:
-                    # This differentiates from None, allowing us to catch
-                    # a failed `tell()` later when trying to rewind the body
-                    self._body_position = object()
-
-            if files:
-                raise NotImplementedError(
-                    "Streamed bodies and files are mutually exclusive."
-                )
-
-            if length:
-                self.headers["Content-Length"] = builtin_str(length)
-            else:
-                self.headers["Transfer-Encoding"] = "chunked"
-        else:
-            # Multi-part file uploads.
-            if files:
-                (body, content_type) = self._encode_files(files, data)
-            else:
-                if data:
-                    body = self._encode_params(data)
-                    if isinstance(data, basestring) or hasattr(data, "read"):
-                        content_type = None
-                    else:
-                        content_type = "application/x-www-form-urlencoded"
-
-            self.prepare_content_length(body)
-
-            # Add content-type if it wasn't explicitly provided.
-            if content_type and ("content-type" not in self.headers):
-                self.headers["Content-Type"] = content_type
-
-        self.body = body
-
-    def prepare_content_length(self, body):
-        """Prepare Content-Length header based on request method and body"""
-        if body is not None:
-            length = super_len(body)
-            if length:
-                # If length exists, set it. Otherwise, we fallback
-                # to Transfer-Encoding: chunked.
-                self.headers["Content-Length"] = builtin_str(length)
-        elif (
-            self.method not in ("GET", "HEAD")
-            and self.headers.get("Content-Length") is None
-        ):
-            # Set Content-Length to 0 for methods that can have a body
-            # but don't provide one. (i.e. not GET or HEAD)
-            self.headers["Content-Length"] = "0"
-
-    def prepare_auth(self, auth, url=""):
-        """Prepares the given HTTP auth data."""
-
-        # If no Auth is explicitly provided, extract it from the URL first.
-        if auth is None:
-            url_auth = get_auth_from_url(self.url)
-            auth = url_auth if any(url_auth) else None
-
-        if auth:
-            if isinstance(auth, tuple) and len(auth) == 2:
-                # special-case basic HTTP auth
-                auth = HTTPBasicAuth(*auth)
-
-            # Allow auth to make its changes.
-            r = auth(self)
-
-            # Update self to reflect the auth changes.
-            self.__dict__.update(r.__dict__)
-
-            # Recompute Content-Length
-            self.prepare_content_length(self.body)
-
-    def prepare_cookies(self, cookies):
-        """Prepares the given HTTP cookie data.
-
-        This function eventually generates a ``Cookie`` header from the
-        given cookies using cookielib. Due to cookielib's design, the header
-        will not be regenerated if it already exists, meaning this function
-        can only be called once for the life of the
-        :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls
-        to ``prepare_cookies`` will have no actual effect, unless the "Cookie"
-        header is removed beforehand.
-        """
-        if isinstance(cookies, cookielib.CookieJar):
-            self._cookies = cookies
-        else:
-            self._cookies = cookiejar_from_dict(cookies)
-
-        cookie_header = get_cookie_header(self._cookies, self)
-        if cookie_header is not None:
-            self.headers["Cookie"] = cookie_header
-
-    def prepare_hooks(self, hooks):
-        """Prepares the given hooks."""
-        # hooks can be passed as None to the prepare method and to this
-        # method. To prevent iterating over None, simply use an empty list
-        # if hooks is False-y
-        hooks = hooks or []
-        for event in hooks:
-            self.register_hook(event, hooks[event])
-
-
-class Response:
-    """The :class:`Response <Response>` object, which contains a
-    server's response to an HTTP request.
-    """
-
-    __attrs__ = [
-        "_content",
-        "status_code",
-        "headers",
-        "url",
-        "history",
-        "encoding",
-        "reason",
-        "cookies",
-        "elapsed",
-        "request",
-    ]
-
-    def __init__(self):
-        self._content = False
-        self._content_consumed = False
-        self._next = None
-
-        #: Integer Code of responded HTTP Status, e.g. 404 or 200.
-        self.status_code = None
-
-        #: Case-insensitive Dictionary of Response Headers.
-        #: For example, ``headers['content-encoding']`` will return the
-        #: value of a ``'Content-Encoding'`` response header.
-        self.headers = CaseInsensitiveDict()
-
-        #: File-like object representation of response (for advanced usage).
-        #: Use of ``raw`` requires that ``stream=True`` be set on the request.
-        #: This requirement does not apply for use internally to Requests.
-        self.raw = None
-
-        #: Final URL location of Response.
-        self.url = None
-
-        #: Encoding to decode with when accessing r.text.
-        self.encoding = None
-
-        #: A list of :class:`Response <Response>` objects from
-        #: the history of the Request. Any redirect responses will end
-        #: up here. The list is sorted from the oldest to the most recent request.
-        self.history = []
-
-        #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK".
-        self.reason = None
-
-        #: A CookieJar of Cookies the server sent back.
-        self.cookies = cookiejar_from_dict({})
-
-        #: The amount of time elapsed between sending the request
-        #: and the arrival of the response (as a timedelta).
-        #: This property specifically measures the time taken between sending
-        #: the first byte of the request and finishing parsing the headers. It
-        #: is therefore unaffected by consuming the response content or the
-        #: value of the ``stream`` keyword argument.
-        self.elapsed = datetime.timedelta(0)
-
-        #: The :class:`PreparedRequest <PreparedRequest>` object to which this
-        #: is a response.
-        self.request = None
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, *args):
-        self.close()
-
-    def __getstate__(self):
-        # Consume everything; accessing the content attribute makes
-        # sure the content has been fully read.
-        if not self._content_consumed:
-            self.content
-
-        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
-
-    def __setstate__(self, state):
-        for name, value in state.items():
-            setattr(self, name, value)
-
-        # pickled objects do not have .raw
-        setattr(self, "_content_consumed", True)
-        setattr(self, "raw", None)
-
-    def __repr__(self):
-        return f"<Response [{self.status_code}]>"
-
-    def __bool__(self):
-        """Returns True if :attr:`status_code` is less than 400.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code, is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        return self.ok
-
-    def __nonzero__(self):
-        """Returns True if :attr:`status_code` is less than 400.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code, is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        return self.ok
-
-    def __iter__(self):
-        """Allows you to use a response as an iterator."""
-        return self.iter_content(128)
-
-    @property
-    def ok(self):
-        """Returns True if :attr:`status_code` is less than 400, False if not.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        try:
-            self.raise_for_status()
-        except HTTPError:
-            return False
-        return True
-
-    @property
-    def is_redirect(self):
-        """True if this Response is a well-formed HTTP redirect that could have
-        been processed automatically (by :meth:`Session.resolve_redirects`).
-        """
-        return "location" in self.headers and self.status_code in REDIRECT_STATI
-
-    @property
-    def is_permanent_redirect(self):
-        """True if this Response one of the permanent versions of redirect."""
-        return "location" in self.headers and self.status_code in (
-            codes.moved_permanently,
-            codes.permanent_redirect,
-        )
-
-    @property
-    def next(self):
-        """Returns a PreparedRequest for the next request in a redirect chain, if there is one."""
-        return self._next
-
-    @property
-    def apparent_encoding(self):
-        """The apparent encoding, provided by the charset_normalizer or chardet libraries."""
-        if chardet is not None:
-            return chardet.detect(self.content)["encoding"]
-        else:
-            # If no character detection library is available, we'll fall back
-            # to a standard Python utf-8 str.
-            return "utf-8"
-
-    def iter_content(self, chunk_size=1, decode_unicode=False):
-        """Iterates over the response data.  When stream=True is set on the
-        request, this avoids reading the content at once into memory for
-        large responses.  The chunk size is the number of bytes it should
-        read into memory.  This is not necessarily the length of each item
-        returned as decoding can take place.
-
-        chunk_size must be of type int or None. A value of None will
-        function differently depending on the value of `stream`.
-        stream=True will read data as it arrives in whatever size the
-        chunks are received. If stream=False, data is returned as
-        a single chunk.
-
-        If decode_unicode is True, content will be decoded using the best
-        available encoding based on the response.
-        """
-
-        def generate():
-            # Special case for urllib3.
-            if hasattr(self.raw, "stream"):
-                try:
-                    yield from self.raw.stream(chunk_size, decode_content=True)
-                except ProtocolError as e:
-                    raise ChunkedEncodingError(e)
-                except DecodeError as e:
-                    raise ContentDecodingError(e)
-                except ReadTimeoutError as e:
-                    raise ConnectionError(e)
-                except SSLError as e:
-                    raise RequestsSSLError(e)
-            else:
-                # Standard file-like object.
-                while True:
-                    chunk = self.raw.read(chunk_size)
-                    if not chunk:
-                        break
-                    yield chunk
-
-            self._content_consumed = True
-
-        if self._content_consumed and isinstance(self._content, bool):
-            raise StreamConsumedError()
-        elif chunk_size is not None and not isinstance(chunk_size, int):
-            raise TypeError(
-                f"chunk_size must be an int, it is instead a {type(chunk_size)}."
-            )
-        # simulate reading small chunks of the content
-        reused_chunks = iter_slices(self._content, chunk_size)
-
-        stream_chunks = generate()
-
-        chunks = reused_chunks if self._content_consumed else stream_chunks
-
-        if decode_unicode:
-            chunks = stream_decode_response_unicode(chunks, self)
-
-        return chunks
-
-    def iter_lines(
-        self, chunk_size=ITER_CHUNK_SIZE, decode_unicode=False, delimiter=None
-    ):
-        """Iterates over the response data, one line at a time.  When
-        stream=True is set on the request, this avoids reading the
-        content at once into memory for large responses.
-
-        .. note:: This method is not reentrant safe.
-        """
-
-        pending = None
-
-        for chunk in self.iter_content(
-            chunk_size=chunk_size, decode_unicode=decode_unicode
-        ):
-            if pending is not None:
-                chunk = pending + chunk
-
-            if delimiter:
-                lines = chunk.split(delimiter)
-            else:
-                lines = chunk.splitlines()
-
-            if lines and lines[-1] and chunk and lines[-1][-1] == chunk[-1]:
-                pending = lines.pop()
-            else:
-                pending = None
-
-            yield from lines
-
-        if pending is not None:
-            yield pending
-
-    @property
-    def content(self):
-        """Content of the response, in bytes."""
-
-        if self._content is False:
-            # Read the contents.
-            if self._content_consumed:
-                raise RuntimeError("The content for this response was already consumed")
-
-            if self.status_code == 0 or self.raw is None:
-                self._content = None
-            else:
-                self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
-
-        self._content_consumed = True
-        # don't need to release the connection; that's been handled by urllib3
-        # since we exhausted the data.
-        return self._content
-
-    @property
-    def text(self):
-        """Content of the response, in unicode.
-
-        If Response.encoding is None, encoding will be guessed using
-        ``charset_normalizer`` or ``chardet``.
-
-        The encoding of the response content is determined based solely on HTTP
-        headers, following RFC 2616 to the letter. If you can take advantage of
-        non-HTTP knowledge to make a better guess at the encoding, you should
-        set ``r.encoding`` appropriately before accessing this property.
-        """
-
-        # Try charset from content-type
-        content = None
-        encoding = self.encoding
-
-        if not self.content:
-            return ""
-
-        # Fallback to auto-detected encoding.
-        if self.encoding is None:
-            encoding = self.apparent_encoding
-
-        # Decode unicode from given encoding.
-        try:
-            content = str(self.content, encoding, errors="replace")
-        except (LookupError, TypeError):
-            # A LookupError is raised if the encoding was not found which could
-            # indicate a misspelling or similar mistake.
-            #
-            # A TypeError can be raised if encoding is None
-            #
-            # So we try blindly encoding.
-            content = str(self.content, errors="replace")
-
-        return content
-
-    def json(self, **kwargs):
-        r"""Returns the json-encoded content of a response, if any.
-
-        :param \*\*kwargs: Optional arguments that ``json.loads`` takes.
-        :raises requests.exceptions.JSONDecodeError: If the response body does not
-            contain valid json.
-        """
-
-        if not self.encoding and self.content and len(self.content) > 3:
-            # No encoding set. JSON RFC 4627 section 3 states we should expect
-            # UTF-8, -16 or -32. Detect which one to use; If the detection or
-            # decoding fails, fall back to `self.text` (using charset_normalizer to make
-            # a best guess).
-            encoding = guess_json_utf(self.content)
-            if encoding is not None:
-                try:
-                    return complexjson.loads(self.content.decode(encoding), **kwargs)
-                except UnicodeDecodeError:
-                    # Wrong UTF codec detected; usually because it's not UTF-8
-                    # but some other 8-bit codec.  This is an RFC violation,
-                    # and the server didn't bother to tell us what codec *was*
-                    # used.
-                    pass
-                except JSONDecodeError as e:
-                    raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
-
-        try:
-            return complexjson.loads(self.text, **kwargs)
-        except JSONDecodeError as e:
-            # Catch JSON-related errors and raise as requests.JSONDecodeError
-            # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
-            raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
-
-    @property
-    def links(self):
-        """Returns the parsed header links of the response, if any."""
-
-        header = self.headers.get("link")
-
-        resolved_links = {}
-
-        if header:
-            links = parse_header_links(header)
-
-            for link in links:
-                key = link.get("rel") or link.get("url")
-                resolved_links[key] = link
-
-        return resolved_links
-
-    def raise_for_status(self):
-        """Raises :class:`HTTPError`, if one occurred."""
-
-        http_error_msg = ""
-        if isinstance(self.reason, bytes):
-            # We attempt to decode utf-8 first because some servers
-            # choose to localize their reason strings. If the string
-            # isn't utf-8, we fall back to iso-8859-1 for all other
-            # encodings. (See PR #3538)
-            try:
-                reason = self.reason.decode("utf-8")
-            except UnicodeDecodeError:
-                reason = self.reason.decode("iso-8859-1")
-        else:
-            reason = self.reason
-
-        if 400 <= self.status_code < 500:
-            http_error_msg = (
-                f"{self.status_code} Client Error: {reason} for url: {self.url}"
-            )
-
-        elif 500 <= self.status_code < 600:
-            http_error_msg = (
-                f"{self.status_code} Server Error: {reason} for url: {self.url}"
-            )
-
-        if http_error_msg:
-            raise HTTPError(http_error_msg, response=self)
-
-    def close(self):
-        """Releases the connection back to the pool. Once this method has been
-        called the underlying ``raw`` object must not be accessed again.
-
-        *Note: Should not normally need to be called explicitly.*
-        """
-        if not self._content_consumed:
-            self.raw.close()
-
-        release_conn = getattr(self.raw, "release_conn", None)
-        if release_conn is not None:
-            release_conn()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/packages.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/packages.py
deleted file mode 100644
index 5ab3d8e25..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/packages.py
+++ /dev/null
@@ -1,23 +0,0 @@
-import sys
-
-from .compat import chardet
-
-# This code exists for backwards compatibility reasons.
-# I don't like it either. Just look the other way. :)
-
-for package in ("urllib3", "idna"):
-    locals()[package] = __import__(package)
-    # This traversal is apparently necessary such that the identities are
-    # preserved (requests.packages.urllib3.* is urllib3.*)
-    for mod in list(sys.modules):
-        if mod == package or mod.startswith(f"{package}."):
-            sys.modules[f"requests.packages.{mod}"] = sys.modules[mod]
-
-if chardet is not None:
-    target = chardet.__name__
-    for mod in list(sys.modules):
-        if mod == target or mod.startswith(f"{target}."):
-            imported_mod = sys.modules[mod]
-            sys.modules[f"requests.packages.{mod}"] = imported_mod
-            mod = mod.replace(target, "chardet")
-            sys.modules[f"requests.packages.{mod}"] = imported_mod
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/sessions.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/sessions.py
deleted file mode 100644
index b387bc36d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/sessions.py
+++ /dev/null
@@ -1,831 +0,0 @@
-"""
-requests.sessions
-~~~~~~~~~~~~~~~~~
-
-This module provides a Session object to manage and persist settings across
-requests (cookies, auth, proxies).
-"""
-import os
-import sys
-import time
-from collections import OrderedDict
-from datetime import timedelta
-
-from ._internal_utils import to_native_string
-from .adapters import HTTPAdapter
-from .auth import _basic_auth_str
-from .compat import Mapping, cookielib, urljoin, urlparse
-from .cookies import (
-    RequestsCookieJar,
-    cookiejar_from_dict,
-    extract_cookies_to_jar,
-    merge_cookies,
-)
-from .exceptions import (
-    ChunkedEncodingError,
-    ContentDecodingError,
-    InvalidSchema,
-    TooManyRedirects,
-)
-from .hooks import default_hooks, dispatch_hook
-
-# formerly defined here, reexposed here for backward compatibility
-from .models import (  # noqa: F401
-    DEFAULT_REDIRECT_LIMIT,
-    REDIRECT_STATI,
-    PreparedRequest,
-    Request,
-)
-from .status_codes import codes
-from .structures import CaseInsensitiveDict
-from .utils import (  # noqa: F401
-    DEFAULT_PORTS,
-    default_headers,
-    get_auth_from_url,
-    get_environ_proxies,
-    get_netrc_auth,
-    requote_uri,
-    resolve_proxies,
-    rewind_body,
-    should_bypass_proxies,
-    to_key_val_list,
-)
-
-# Preferred clock, based on which one is more accurate on a given system.
-if sys.platform == "win32":
-    preferred_clock = time.perf_counter
-else:
-    preferred_clock = time.time
-
-
-def merge_setting(request_setting, session_setting, dict_class=OrderedDict):
-    """Determines appropriate setting for a given request, taking into account
-    the explicit setting on that request, and the setting in the session. If a
-    setting is a dictionary, they will be merged together using `dict_class`
-    """
-
-    if session_setting is None:
-        return request_setting
-
-    if request_setting is None:
-        return session_setting
-
-    # Bypass if not a dictionary (e.g. verify)
-    if not (
-        isinstance(session_setting, Mapping) and isinstance(request_setting, Mapping)
-    ):
-        return request_setting
-
-    merged_setting = dict_class(to_key_val_list(session_setting))
-    merged_setting.update(to_key_val_list(request_setting))
-
-    # Remove keys that are set to None. Extract keys first to avoid altering
-    # the dictionary during iteration.
-    none_keys = [k for (k, v) in merged_setting.items() if v is None]
-    for key in none_keys:
-        del merged_setting[key]
-
-    return merged_setting
-
-
-def merge_hooks(request_hooks, session_hooks, dict_class=OrderedDict):
-    """Properly merges both requests and session hooks.
-
-    This is necessary because when request_hooks == {'response': []}, the
-    merge breaks Session hooks entirely.
-    """
-    if session_hooks is None or session_hooks.get("response") == []:
-        return request_hooks
-
-    if request_hooks is None or request_hooks.get("response") == []:
-        return session_hooks
-
-    return merge_setting(request_hooks, session_hooks, dict_class)
-
-
-class SessionRedirectMixin:
-    def get_redirect_target(self, resp):
-        """Receives a Response. Returns a redirect URI or ``None``"""
-        # Due to the nature of how requests processes redirects this method will
-        # be called at least once upon the original response and at least twice
-        # on each subsequent redirect response (if any).
-        # If a custom mixin is used to handle this logic, it may be advantageous
-        # to cache the redirect location onto the response object as a private
-        # attribute.
-        if resp.is_redirect:
-            location = resp.headers["location"]
-            # Currently the underlying http module on py3 decode headers
-            # in latin1, but empirical evidence suggests that latin1 is very
-            # rarely used with non-ASCII characters in HTTP headers.
-            # It is more likely to get UTF8 header rather than latin1.
-            # This causes incorrect handling of UTF8 encoded location headers.
-            # To solve this, we re-encode the location in latin1.
-            location = location.encode("latin1")
-            return to_native_string(location, "utf8")
-        return None
-
-    def should_strip_auth(self, old_url, new_url):
-        """Decide whether Authorization header should be removed when redirecting"""
-        old_parsed = urlparse(old_url)
-        new_parsed = urlparse(new_url)
-        if old_parsed.hostname != new_parsed.hostname:
-            return True
-        # Special case: allow http -> https redirect when using the standard
-        # ports. This isn't specified by RFC 7235, but is kept to avoid
-        # breaking backwards compatibility with older versions of requests
-        # that allowed any redirects on the same host.
-        if (
-            old_parsed.scheme == "http"
-            and old_parsed.port in (80, None)
-            and new_parsed.scheme == "https"
-            and new_parsed.port in (443, None)
-        ):
-            return False
-
-        # Handle default port usage corresponding to scheme.
-        changed_port = old_parsed.port != new_parsed.port
-        changed_scheme = old_parsed.scheme != new_parsed.scheme
-        default_port = (DEFAULT_PORTS.get(old_parsed.scheme, None), None)
-        if (
-            not changed_scheme
-            and old_parsed.port in default_port
-            and new_parsed.port in default_port
-        ):
-            return False
-
-        # Standard case: root URI must match
-        return changed_port or changed_scheme
-
-    def resolve_redirects(
-        self,
-        resp,
-        req,
-        stream=False,
-        timeout=None,
-        verify=True,
-        cert=None,
-        proxies=None,
-        yield_requests=False,
-        **adapter_kwargs,
-    ):
-        """Receives a Response. Returns a generator of Responses or Requests."""
-
-        hist = []  # keep track of history
-
-        url = self.get_redirect_target(resp)
-        previous_fragment = urlparse(req.url).fragment
-        while url:
-            prepared_request = req.copy()
-
-            # Update history and keep track of redirects.
-            # resp.history must ignore the original request in this loop
-            hist.append(resp)
-            resp.history = hist[1:]
-
-            try:
-                resp.content  # Consume socket so it can be released
-            except (ChunkedEncodingError, ContentDecodingError, RuntimeError):
-                resp.raw.read(decode_content=False)
-
-            if len(resp.history) >= self.max_redirects:
-                raise TooManyRedirects(
-                    f"Exceeded {self.max_redirects} redirects.", response=resp
-                )
-
-            # Release the connection back into the pool.
-            resp.close()
-
-            # Handle redirection without scheme (see: RFC 1808 Section 4)
-            if url.startswith("//"):
-                parsed_rurl = urlparse(resp.url)
-                url = ":".join([to_native_string(parsed_rurl.scheme), url])
-
-            # Normalize url case and attach previous fragment if needed (RFC 7231 7.1.2)
-            parsed = urlparse(url)
-            if parsed.fragment == "" and previous_fragment:
-                parsed = parsed._replace(fragment=previous_fragment)
-            elif parsed.fragment:
-                previous_fragment = parsed.fragment
-            url = parsed.geturl()
-
-            # Facilitate relative 'location' headers, as allowed by RFC 7231.
-            # (e.g. '/path/to/resource' instead of 'http://domain.tld/path/to/resource')
-            # Compliant with RFC3986, we percent encode the url.
-            if not parsed.netloc:
-                url = urljoin(resp.url, requote_uri(url))
-            else:
-                url = requote_uri(url)
-
-            prepared_request.url = to_native_string(url)
-
-            self.rebuild_method(prepared_request, resp)
-
-            # https://github.com/psf/requests/issues/1084
-            if resp.status_code not in (
-                codes.temporary_redirect,
-                codes.permanent_redirect,
-            ):
-                # https://github.com/psf/requests/issues/3490
-                purged_headers = ("Content-Length", "Content-Type", "Transfer-Encoding")
-                for header in purged_headers:
-                    prepared_request.headers.pop(header, None)
-                prepared_request.body = None
-
-            headers = prepared_request.headers
-            headers.pop("Cookie", None)
-
-            # Extract any cookies sent on the response to the cookiejar
-            # in the new request. Because we've mutated our copied prepared
-            # request, use the old one that we haven't yet touched.
-            extract_cookies_to_jar(prepared_request._cookies, req, resp.raw)
-            merge_cookies(prepared_request._cookies, self.cookies)
-            prepared_request.prepare_cookies(prepared_request._cookies)
-
-            # Rebuild auth and proxy information.
-            proxies = self.rebuild_proxies(prepared_request, proxies)
-            self.rebuild_auth(prepared_request, resp)
-
-            # A failed tell() sets `_body_position` to `object()`. This non-None
-            # value ensures `rewindable` will be True, allowing us to raise an
-            # UnrewindableBodyError, instead of hanging the connection.
-            rewindable = prepared_request._body_position is not None and (
-                "Content-Length" in headers or "Transfer-Encoding" in headers
-            )
-
-            # Attempt to rewind consumed file-like object.
-            if rewindable:
-                rewind_body(prepared_request)
-
-            # Override the original request.
-            req = prepared_request
-
-            if yield_requests:
-                yield req
-            else:
-                resp = self.send(
-                    req,
-                    stream=stream,
-                    timeout=timeout,
-                    verify=verify,
-                    cert=cert,
-                    proxies=proxies,
-                    allow_redirects=False,
-                    **adapter_kwargs,
-                )
-
-                extract_cookies_to_jar(self.cookies, prepared_request, resp.raw)
-
-                # extract redirect url, if any, for the next loop
-                url = self.get_redirect_target(resp)
-                yield resp
-
-    def rebuild_auth(self, prepared_request, response):
-        """When being redirected we may want to strip authentication from the
-        request to avoid leaking credentials. This method intelligently removes
-        and reapplies authentication where possible to avoid credential loss.
-        """
-        headers = prepared_request.headers
-        url = prepared_request.url
-
-        if "Authorization" in headers and self.should_strip_auth(
-            response.request.url, url
-        ):
-            # If we get redirected to a new host, we should strip out any
-            # authentication headers.
-            del headers["Authorization"]
-
-        # .netrc might have more auth for us on our new host.
-        new_auth = get_netrc_auth(url) if self.trust_env else None
-        if new_auth is not None:
-            prepared_request.prepare_auth(new_auth)
-
-    def rebuild_proxies(self, prepared_request, proxies):
-        """This method re-evaluates the proxy configuration by considering the
-        environment variables. If we are redirected to a URL covered by
-        NO_PROXY, we strip the proxy configuration. Otherwise, we set missing
-        proxy keys for this URL (in case they were stripped by a previous
-        redirect).
-
-        This method also replaces the Proxy-Authorization header where
-        necessary.
-
-        :rtype: dict
-        """
-        headers = prepared_request.headers
-        scheme = urlparse(prepared_request.url).scheme
-        new_proxies = resolve_proxies(prepared_request, proxies, self.trust_env)
-
-        if "Proxy-Authorization" in headers:
-            del headers["Proxy-Authorization"]
-
-        try:
-            username, password = get_auth_from_url(new_proxies[scheme])
-        except KeyError:
-            username, password = None, None
-
-        # urllib3 handles proxy authorization for us in the standard adapter.
-        # Avoid appending this to TLS tunneled requests where it may be leaked.
-        if not scheme.startswith("https") and username and password:
-            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
-
-        return new_proxies
-
-    def rebuild_method(self, prepared_request, response):
-        """When being redirected we may want to change the method of the request
-        based on certain specs or browser behavior.
-        """
-        method = prepared_request.method
-
-        # https://tools.ietf.org/html/rfc7231#section-6.4.4
-        if response.status_code == codes.see_other and method != "HEAD":
-            method = "GET"
-
-        # Do what the browsers do, despite standards...
-        # First, turn 302s into GETs.
-        if response.status_code == codes.found and method != "HEAD":
-            method = "GET"
-
-        # Second, if a POST is responded to with a 301, turn it into a GET.
-        # This bizarre behaviour is explained in Issue 1704.
-        if response.status_code == codes.moved and method == "POST":
-            method = "GET"
-
-        prepared_request.method = method
-
-
-class Session(SessionRedirectMixin):
-    """A Requests session.
-
-    Provides cookie persistence, connection-pooling, and configuration.
-
-    Basic Usage::
-
-      >>> import requests
-      >>> s = requests.Session()
-      >>> s.get('https://httpbin.org/get')
-      <Response [200]>
-
-    Or as a context manager::
-
-      >>> with requests.Session() as s:
-      ...     s.get('https://httpbin.org/get')
-      <Response [200]>
-    """
-
-    __attrs__ = [
-        "headers",
-        "cookies",
-        "auth",
-        "proxies",
-        "hooks",
-        "params",
-        "verify",
-        "cert",
-        "adapters",
-        "stream",
-        "trust_env",
-        "max_redirects",
-    ]
-
-    def __init__(self):
-        #: A case-insensitive dictionary of headers to be sent on each
-        #: :class:`Request <Request>` sent from this
-        #: :class:`Session <Session>`.
-        self.headers = default_headers()
-
-        #: Default Authentication tuple or object to attach to
-        #: :class:`Request <Request>`.
-        self.auth = None
-
-        #: Dictionary mapping protocol or protocol and host to the URL of the proxy
-        #: (e.g. {'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}) to
-        #: be used on each :class:`Request <Request>`.
-        self.proxies = {}
-
-        #: Event-handling hooks.
-        self.hooks = default_hooks()
-
-        #: Dictionary of querystring data to attach to each
-        #: :class:`Request <Request>`. The dictionary values may be lists for
-        #: representing multivalued query parameters.
-        self.params = {}
-
-        #: Stream response content default.
-        self.stream = False
-
-        #: SSL Verification default.
-        #: Defaults to `True`, requiring requests to verify the TLS certificate at the
-        #: remote end.
-        #: If verify is set to `False`, requests will accept any TLS certificate
-        #: presented by the server, and will ignore hostname mismatches and/or
-        #: expired certificates, which will make your application vulnerable to
-        #: man-in-the-middle (MitM) attacks.
-        #: Only set this to `False` for testing.
-        self.verify = True
-
-        #: SSL client certificate default, if String, path to ssl client
-        #: cert file (.pem). If Tuple, ('cert', 'key') pair.
-        self.cert = None
-
-        #: Maximum number of redirects allowed. If the request exceeds this
-        #: limit, a :class:`TooManyRedirects` exception is raised.
-        #: This defaults to requests.models.DEFAULT_REDIRECT_LIMIT, which is
-        #: 30.
-        self.max_redirects = DEFAULT_REDIRECT_LIMIT
-
-        #: Trust environment settings for proxy configuration, default
-        #: authentication and similar.
-        self.trust_env = True
-
-        #: A CookieJar containing all currently outstanding cookies set on this
-        #: session. By default it is a
-        #: :class:`RequestsCookieJar <requests.cookies.RequestsCookieJar>`, but
-        #: may be any other ``cookielib.CookieJar`` compatible object.
-        self.cookies = cookiejar_from_dict({})
-
-        # Default connection adapters.
-        self.adapters = OrderedDict()
-        self.mount("https://", HTTPAdapter())
-        self.mount("http://", HTTPAdapter())
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, *args):
-        self.close()
-
-    def prepare_request(self, request):
-        """Constructs a :class:`PreparedRequest <PreparedRequest>` for
-        transmission and returns it. The :class:`PreparedRequest` has settings
-        merged from the :class:`Request <Request>` instance and those of the
-        :class:`Session`.
-
-        :param request: :class:`Request` instance to prepare with this
-            session's settings.
-        :rtype: requests.PreparedRequest
-        """
-        cookies = request.cookies or {}
-
-        # Bootstrap CookieJar.
-        if not isinstance(cookies, cookielib.CookieJar):
-            cookies = cookiejar_from_dict(cookies)
-
-        # Merge with session cookies
-        merged_cookies = merge_cookies(
-            merge_cookies(RequestsCookieJar(), self.cookies), cookies
-        )
-
-        # Set environment's basic authentication if not explicitly set.
-        auth = request.auth
-        if self.trust_env and not auth and not self.auth:
-            auth = get_netrc_auth(request.url)
-
-        p = PreparedRequest()
-        p.prepare(
-            method=request.method.upper(),
-            url=request.url,
-            files=request.files,
-            data=request.data,
-            json=request.json,
-            headers=merge_setting(
-                request.headers, self.headers, dict_class=CaseInsensitiveDict
-            ),
-            params=merge_setting(request.params, self.params),
-            auth=merge_setting(auth, self.auth),
-            cookies=merged_cookies,
-            hooks=merge_hooks(request.hooks, self.hooks),
-        )
-        return p
-
-    def request(
-        self,
-        method,
-        url,
-        params=None,
-        data=None,
-        headers=None,
-        cookies=None,
-        files=None,
-        auth=None,
-        timeout=None,
-        allow_redirects=True,
-        proxies=None,
-        hooks=None,
-        stream=None,
-        verify=None,
-        cert=None,
-        json=None,
-    ):
-        """Constructs a :class:`Request <Request>`, prepares it and sends it.
-        Returns :class:`Response <Response>` object.
-
-        :param method: method for the new :class:`Request` object.
-        :param url: URL for the new :class:`Request` object.
-        :param params: (optional) Dictionary or bytes to be sent in the query
-            string for the :class:`Request`.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param json: (optional) json to send in the body of the
-            :class:`Request`.
-        :param headers: (optional) Dictionary of HTTP Headers to send with the
-            :class:`Request`.
-        :param cookies: (optional) Dict or CookieJar object to send with the
-            :class:`Request`.
-        :param files: (optional) Dictionary of ``'filename': file-like-objects``
-            for multipart encoding upload.
-        :param auth: (optional) Auth tuple or callable to enable
-            Basic/Digest/Custom HTTP Auth.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple
-        :param allow_redirects: (optional) Set to True by default.
-        :type allow_redirects: bool
-        :param proxies: (optional) Dictionary mapping protocol or protocol and
-            hostname to the URL of the proxy.
-        :param hooks: (optional) Dictionary mapping hook name to one event or
-            list of events, event must be callable.
-        :param stream: (optional) whether to immediately download the response
-            content. Defaults to ``False``.
-        :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use. Defaults to ``True``. When set to
-            ``False``, requests will accept any TLS certificate presented by
-            the server, and will ignore hostname mismatches and/or expired
-            certificates, which will make your application vulnerable to
-            man-in-the-middle (MitM) attacks. Setting verify to ``False``
-            may be useful during local development or testing.
-        :param cert: (optional) if String, path to ssl client cert file (.pem).
-            If Tuple, ('cert', 'key') pair.
-        :rtype: requests.Response
-        """
-        # Create the Request.
-        req = Request(
-            method=method.upper(),
-            url=url,
-            headers=headers,
-            files=files,
-            data=data or {},
-            json=json,
-            params=params or {},
-            auth=auth,
-            cookies=cookies,
-            hooks=hooks,
-        )
-        prep = self.prepare_request(req)
-
-        proxies = proxies or {}
-
-        settings = self.merge_environment_settings(
-            prep.url, proxies, stream, verify, cert
-        )
-
-        # Send the request.
-        send_kwargs = {
-            "timeout": timeout,
-            "allow_redirects": allow_redirects,
-        }
-        send_kwargs.update(settings)
-        resp = self.send(prep, **send_kwargs)
-
-        return resp
-
-    def get(self, url, **kwargs):
-        r"""Sends a GET request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", True)
-        return self.request("GET", url, **kwargs)
-
-    def options(self, url, **kwargs):
-        r"""Sends a OPTIONS request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", True)
-        return self.request("OPTIONS", url, **kwargs)
-
-    def head(self, url, **kwargs):
-        r"""Sends a HEAD request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", False)
-        return self.request("HEAD", url, **kwargs)
-
-    def post(self, url, data=None, json=None, **kwargs):
-        r"""Sends a POST request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param json: (optional) json to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("POST", url, data=data, json=json, **kwargs)
-
-    def put(self, url, data=None, **kwargs):
-        r"""Sends a PUT request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("PUT", url, data=data, **kwargs)
-
-    def patch(self, url, data=None, **kwargs):
-        r"""Sends a PATCH request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("PATCH", url, data=data, **kwargs)
-
-    def delete(self, url, **kwargs):
-        r"""Sends a DELETE request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("DELETE", url, **kwargs)
-
-    def send(self, request, **kwargs):
-        """Send a given PreparedRequest.
-
-        :rtype: requests.Response
-        """
-        # Set defaults that the hooks can utilize to ensure they always have
-        # the correct parameters to reproduce the previous request.
-        kwargs.setdefault("stream", self.stream)
-        kwargs.setdefault("verify", self.verify)
-        kwargs.setdefault("cert", self.cert)
-        if "proxies" not in kwargs:
-            kwargs["proxies"] = resolve_proxies(request, self.proxies, self.trust_env)
-
-        # It's possible that users might accidentally send a Request object.
-        # Guard against that specific failure case.
-        if isinstance(request, Request):
-            raise ValueError("You can only send PreparedRequests.")
-
-        # Set up variables needed for resolve_redirects and dispatching of hooks
-        allow_redirects = kwargs.pop("allow_redirects", True)
-        stream = kwargs.get("stream")
-        hooks = request.hooks
-
-        # Get the appropriate adapter to use
-        adapter = self.get_adapter(url=request.url)
-
-        # Start time (approximately) of the request
-        start = preferred_clock()
-
-        # Send the request
-        r = adapter.send(request, **kwargs)
-
-        # Total elapsed time of the request (approximately)
-        elapsed = preferred_clock() - start
-        r.elapsed = timedelta(seconds=elapsed)
-
-        # Response manipulation hooks
-        r = dispatch_hook("response", hooks, r, **kwargs)
-
-        # Persist cookies
-        if r.history:
-            # If the hooks create history then we want those cookies too
-            for resp in r.history:
-                extract_cookies_to_jar(self.cookies, resp.request, resp.raw)
-
-        extract_cookies_to_jar(self.cookies, request, r.raw)
-
-        # Resolve redirects if allowed.
-        if allow_redirects:
-            # Redirect resolving generator.
-            gen = self.resolve_redirects(r, request, **kwargs)
-            history = [resp for resp in gen]
-        else:
-            history = []
-
-        # Shuffle things around if there's history.
-        if history:
-            # Insert the first (original) request at the start
-            history.insert(0, r)
-            # Get the last request made
-            r = history.pop()
-            r.history = history
-
-        # If redirects aren't being followed, store the response on the Request for Response.next().
-        if not allow_redirects:
-            try:
-                r._next = next(
-                    self.resolve_redirects(r, request, yield_requests=True, **kwargs)
-                )
-            except StopIteration:
-                pass
-
-        if not stream:
-            r.content
-
-        return r
-
-    def merge_environment_settings(self, url, proxies, stream, verify, cert):
-        """
-        Check the environment and merge it with some settings.
-
-        :rtype: dict
-        """
-        # Gather clues from the surrounding environment.
-        if self.trust_env:
-            # Set environment's proxies.
-            no_proxy = proxies.get("no_proxy") if proxies is not None else None
-            env_proxies = get_environ_proxies(url, no_proxy=no_proxy)
-            for k, v in env_proxies.items():
-                proxies.setdefault(k, v)
-
-            # Look for requests environment configuration
-            # and be compatible with cURL.
-            if verify is True or verify is None:
-                verify = (
-                    os.environ.get("REQUESTS_CA_BUNDLE")
-                    or os.environ.get("CURL_CA_BUNDLE")
-                    or verify
-                )
-
-        # Merge all the kwargs.
-        proxies = merge_setting(proxies, self.proxies)
-        stream = merge_setting(stream, self.stream)
-        verify = merge_setting(verify, self.verify)
-        cert = merge_setting(cert, self.cert)
-
-        return {"proxies": proxies, "stream": stream, "verify": verify, "cert": cert}
-
-    def get_adapter(self, url):
-        """
-        Returns the appropriate connection adapter for the given URL.
-
-        :rtype: requests.adapters.BaseAdapter
-        """
-        for prefix, adapter in self.adapters.items():
-            if url.lower().startswith(prefix.lower()):
-                return adapter
-
-        # Nothing matches :-/
-        raise InvalidSchema(f"No connection adapters were found for {url!r}")
-
-    def close(self):
-        """Closes all adapters and as such the session"""
-        for v in self.adapters.values():
-            v.close()
-
-    def mount(self, prefix, adapter):
-        """Registers a connection adapter to a prefix.
-
-        Adapters are sorted in descending order by prefix length.
-        """
-        self.adapters[prefix] = adapter
-        keys_to_move = [k for k in self.adapters if len(k) < len(prefix)]
-
-        for key in keys_to_move:
-            self.adapters[key] = self.adapters.pop(key)
-
-    def __getstate__(self):
-        state = {attr: getattr(self, attr, None) for attr in self.__attrs__}
-        return state
-
-    def __setstate__(self, state):
-        for attr, value in state.items():
-            setattr(self, attr, value)
-
-
-def session():
-    """
-    Returns a :class:`Session` for context-management.
-
-    .. deprecated:: 1.0.0
-
-        This method has been deprecated since version 1.0.0 and is only kept for
-        backwards compatibility. New code should use :class:`~requests.sessions.Session`
-        to create a session. This may be removed at a future date.
-
-    :rtype: Session
-    """
-    return Session()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/status_codes.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/status_codes.py
deleted file mode 100644
index c7945a2f0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/status_codes.py
+++ /dev/null
@@ -1,128 +0,0 @@
-r"""
-The ``codes`` object defines a mapping from common names for HTTP statuses
-to their numerical codes, accessible either as attributes or as dictionary
-items.
-
-Example::
-
-    >>> import requests
-    >>> requests.codes['temporary_redirect']
-    307
-    >>> requests.codes.teapot
-    418
-    >>> requests.codes['\o/']
-    200
-
-Some codes have multiple names, and both upper- and lower-case versions of
-the names are allowed. For example, ``codes.ok``, ``codes.OK``, and
-``codes.okay`` all correspond to the HTTP status code 200.
-"""
-
-from .structures import LookupDict
-
-_codes = {
-    # Informational.
-    100: ("continue",),
-    101: ("switching_protocols",),
-    102: ("processing", "early-hints"),
-    103: ("checkpoint",),
-    122: ("uri_too_long", "request_uri_too_long"),
-    200: ("ok", "okay", "all_ok", "all_okay", "all_good", "\\o/", "✓"),
-    201: ("created",),
-    202: ("accepted",),
-    203: ("non_authoritative_info", "non_authoritative_information"),
-    204: ("no_content",),
-    205: ("reset_content", "reset"),
-    206: ("partial_content", "partial"),
-    207: ("multi_status", "multiple_status", "multi_stati", "multiple_stati"),
-    208: ("already_reported",),
-    226: ("im_used",),
-    # Redirection.
-    300: ("multiple_choices",),
-    301: ("moved_permanently", "moved", "\\o-"),
-    302: ("found",),
-    303: ("see_other", "other"),
-    304: ("not_modified",),
-    305: ("use_proxy",),
-    306: ("switch_proxy",),
-    307: ("temporary_redirect", "temporary_moved", "temporary"),
-    308: (
-        "permanent_redirect",
-        "resume_incomplete",
-        "resume",
-    ),  # "resume" and "resume_incomplete" to be removed in 3.0
-    # Client Error.
-    400: ("bad_request", "bad"),
-    401: ("unauthorized",),
-    402: ("payment_required", "payment"),
-    403: ("forbidden",),
-    404: ("not_found", "-o-"),
-    405: ("method_not_allowed", "not_allowed"),
-    406: ("not_acceptable",),
-    407: ("proxy_authentication_required", "proxy_auth", "proxy_authentication"),
-    408: ("request_timeout", "timeout"),
-    409: ("conflict",),
-    410: ("gone",),
-    411: ("length_required",),
-    412: ("precondition_failed", "precondition"),
-    413: ("request_entity_too_large", "content_too_large"),
-    414: ("request_uri_too_large", "uri_too_long"),
-    415: ("unsupported_media_type", "unsupported_media", "media_type"),
-    416: (
-        "requested_range_not_satisfiable",
-        "requested_range",
-        "range_not_satisfiable",
-    ),
-    417: ("expectation_failed",),
-    418: ("im_a_teapot", "teapot", "i_am_a_teapot"),
-    421: ("misdirected_request",),
-    422: ("unprocessable_entity", "unprocessable", "unprocessable_content"),
-    423: ("locked",),
-    424: ("failed_dependency", "dependency"),
-    425: ("unordered_collection", "unordered", "too_early"),
-    426: ("upgrade_required", "upgrade"),
-    428: ("precondition_required", "precondition"),
-    429: ("too_many_requests", "too_many"),
-    431: ("header_fields_too_large", "fields_too_large"),
-    444: ("no_response", "none"),
-    449: ("retry_with", "retry"),
-    450: ("blocked_by_windows_parental_controls", "parental_controls"),
-    451: ("unavailable_for_legal_reasons", "legal_reasons"),
-    499: ("client_closed_request",),
-    # Server Error.
-    500: ("internal_server_error", "server_error", "/o\\", "✗"),
-    501: ("not_implemented",),
-    502: ("bad_gateway",),
-    503: ("service_unavailable", "unavailable"),
-    504: ("gateway_timeout",),
-    505: ("http_version_not_supported", "http_version"),
-    506: ("variant_also_negotiates",),
-    507: ("insufficient_storage",),
-    509: ("bandwidth_limit_exceeded", "bandwidth"),
-    510: ("not_extended",),
-    511: ("network_authentication_required", "network_auth", "network_authentication"),
-}
-
-codes = LookupDict(name="status_codes")
-
-
-def _init():
-    for code, titles in _codes.items():
-        for title in titles:
-            setattr(codes, title, code)
-            if not title.startswith(("\\", "/")):
-                setattr(codes, title.upper(), code)
-
-    def doc(code):
-        names = ", ".join(f"``{n}``" for n in _codes[code])
-        return "* %d: %s" % (code, names)
-
-    global __doc__
-    __doc__ = (
-        __doc__ + "\n" + "\n".join(doc(code) for code in sorted(_codes))
-        if __doc__ is not None
-        else None
-    )
-
-
-_init()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/structures.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/structures.py
deleted file mode 100644
index 188e13e48..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/structures.py
+++ /dev/null
@@ -1,99 +0,0 @@
-"""
-requests.structures
-~~~~~~~~~~~~~~~~~~~
-
-Data structures that power Requests.
-"""
-
-from collections import OrderedDict
-
-from .compat import Mapping, MutableMapping
-
-
-class CaseInsensitiveDict(MutableMapping):
-    """A case-insensitive ``dict``-like object.
-
-    Implements all methods and operations of
-    ``MutableMapping`` as well as dict's ``copy``. Also
-    provides ``lower_items``.
-
-    All keys are expected to be strings. The structure remembers the
-    case of the last key to be set, and ``iter(instance)``,
-    ``keys()``, ``items()``, ``iterkeys()``, and ``iteritems()``
-    will contain case-sensitive keys. However, querying and contains
-    testing is case insensitive::
-
-        cid = CaseInsensitiveDict()
-        cid['Accept'] = 'application/json'
-        cid['aCCEPT'] == 'application/json'  # True
-        list(cid) == ['Accept']  # True
-
-    For example, ``headers['content-encoding']`` will return the
-    value of a ``'Content-Encoding'`` response header, regardless
-    of how the header name was originally stored.
-
-    If the constructor, ``.update``, or equality comparison
-    operations are given keys that have equal ``.lower()``s, the
-    behavior is undefined.
-    """
-
-    def __init__(self, data=None, **kwargs):
-        self._store = OrderedDict()
-        if data is None:
-            data = {}
-        self.update(data, **kwargs)
-
-    def __setitem__(self, key, value):
-        # Use the lowercased key for lookups, but store the actual
-        # key alongside the value.
-        self._store[key.lower()] = (key, value)
-
-    def __getitem__(self, key):
-        return self._store[key.lower()][1]
-
-    def __delitem__(self, key):
-        del self._store[key.lower()]
-
-    def __iter__(self):
-        return (casedkey for casedkey, mappedvalue in self._store.values())
-
-    def __len__(self):
-        return len(self._store)
-
-    def lower_items(self):
-        """Like iteritems(), but with all lowercase keys."""
-        return ((lowerkey, keyval[1]) for (lowerkey, keyval) in self._store.items())
-
-    def __eq__(self, other):
-        if isinstance(other, Mapping):
-            other = CaseInsensitiveDict(other)
-        else:
-            return NotImplemented
-        # Compare insensitively
-        return dict(self.lower_items()) == dict(other.lower_items())
-
-    # Copy is required
-    def copy(self):
-        return CaseInsensitiveDict(self._store.values())
-
-    def __repr__(self):
-        return str(dict(self.items()))
-
-
-class LookupDict(dict):
-    """Dictionary lookup object."""
-
-    def __init__(self, name=None):
-        self.name = name
-        super().__init__()
-
-    def __repr__(self):
-        return f"<lookup '{self.name}'>"
-
-    def __getitem__(self, key):
-        # We allow fall-through here, so values default to None
-
-        return self.__dict__.get(key, None)
-
-    def get(self, key, default=None):
-        return self.__dict__.get(key, default)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/requests/utils.py b/eventbridge-lambda-bedrock/functions/layers/python/requests/utils.py
deleted file mode 100644
index ae6c42f6c..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/requests/utils.py
+++ /dev/null
@@ -1,1096 +0,0 @@
-"""
-requests.utils
-~~~~~~~~~~~~~~
-
-This module provides utility functions that are used within Requests
-that are also useful for external consumption.
-"""
-
-import codecs
-import contextlib
-import io
-import os
-import re
-import socket
-import struct
-import sys
-import tempfile
-import warnings
-import zipfile
-from collections import OrderedDict
-
-from urllib3.util import make_headers, parse_url
-
-from . import certs
-from .__version__ import __version__
-
-# to_native_string is unused here, but imported here for backwards compatibility
-from ._internal_utils import (  # noqa: F401
-    _HEADER_VALIDATORS_BYTE,
-    _HEADER_VALIDATORS_STR,
-    HEADER_VALIDATORS,
-    to_native_string,
-)
-from .compat import (
-    Mapping,
-    basestring,
-    bytes,
-    getproxies,
-    getproxies_environment,
-    integer_types,
-)
-from .compat import parse_http_list as _parse_list_header
-from .compat import (
-    proxy_bypass,
-    proxy_bypass_environment,
-    quote,
-    str,
-    unquote,
-    urlparse,
-    urlunparse,
-)
-from .cookies import cookiejar_from_dict
-from .exceptions import (
-    FileModeWarning,
-    InvalidHeader,
-    InvalidURL,
-    UnrewindableBodyError,
-)
-from .structures import CaseInsensitiveDict
-
-NETRC_FILES = (".netrc", "_netrc")
-
-DEFAULT_CA_BUNDLE_PATH = certs.where()
-
-DEFAULT_PORTS = {"http": 80, "https": 443}
-
-# Ensure that ', ' is used to preserve previous delimiter behavior.
-DEFAULT_ACCEPT_ENCODING = ", ".join(
-    re.split(r",\s*", make_headers(accept_encoding=True)["accept-encoding"])
-)
-
-
-if sys.platform == "win32":
-    # provide a proxy_bypass version on Windows without DNS lookups
-
-    def proxy_bypass_registry(host):
-        try:
-            import winreg
-        except ImportError:
-            return False
-
-        try:
-            internetSettings = winreg.OpenKey(
-                winreg.HKEY_CURRENT_USER,
-                r"Software\Microsoft\Windows\CurrentVersion\Internet Settings",
-            )
-            # ProxyEnable could be REG_SZ or REG_DWORD, normalizing it
-            proxyEnable = int(winreg.QueryValueEx(internetSettings, "ProxyEnable")[0])
-            # ProxyOverride is almost always a string
-            proxyOverride = winreg.QueryValueEx(internetSettings, "ProxyOverride")[0]
-        except (OSError, ValueError):
-            return False
-        if not proxyEnable or not proxyOverride:
-            return False
-
-        # make a check value list from the registry entry: replace the
-        # '<local>' string by the localhost entry and the corresponding
-        # canonical entry.
-        proxyOverride = proxyOverride.split(";")
-        # filter out empty strings to avoid re.match return true in the following code.
-        proxyOverride = filter(None, proxyOverride)
-        # now check if we match one of the registry values.
-        for test in proxyOverride:
-            if test == "<local>":
-                if "." not in host:
-                    return True
-            test = test.replace(".", r"\.")  # mask dots
-            test = test.replace("*", r".*")  # change glob sequence
-            test = test.replace("?", r".")  # change glob char
-            if re.match(test, host, re.I):
-                return True
-        return False
-
-    def proxy_bypass(host):  # noqa
-        """Return True, if the host should be bypassed.
-
-        Checks proxy settings gathered from the environment, if specified,
-        or the registry.
-        """
-        if getproxies_environment():
-            return proxy_bypass_environment(host)
-        else:
-            return proxy_bypass_registry(host)
-
-
-def dict_to_sequence(d):
-    """Returns an internal sequence dictionary update."""
-
-    if hasattr(d, "items"):
-        d = d.items()
-
-    return d
-
-
-def super_len(o):
-    total_length = None
-    current_position = 0
-
-    if isinstance(o, str):
-        o = o.encode("utf-8")
-
-    if hasattr(o, "__len__"):
-        total_length = len(o)
-
-    elif hasattr(o, "len"):
-        total_length = o.len
-
-    elif hasattr(o, "fileno"):
-        try:
-            fileno = o.fileno()
-        except (io.UnsupportedOperation, AttributeError):
-            # AttributeError is a surprising exception, seeing as how we've just checked
-            # that `hasattr(o, 'fileno')`.  It happens for objects obtained via
-            # `Tarfile.extractfile()`, per issue 5229.
-            pass
-        else:
-            total_length = os.fstat(fileno).st_size
-
-            # Having used fstat to determine the file length, we need to
-            # confirm that this file was opened up in binary mode.
-            if "b" not in o.mode:
-                warnings.warn(
-                    (
-                        "Requests has determined the content-length for this "
-                        "request using the binary size of the file: however, the "
-                        "file has been opened in text mode (i.e. without the 'b' "
-                        "flag in the mode). This may lead to an incorrect "
-                        "content-length. In Requests 3.0, support will be removed "
-                        "for files in text mode."
-                    ),
-                    FileModeWarning,
-                )
-
-    if hasattr(o, "tell"):
-        try:
-            current_position = o.tell()
-        except OSError:
-            # This can happen in some weird situations, such as when the file
-            # is actually a special file descriptor like stdin. In this
-            # instance, we don't know what the length is, so set it to zero and
-            # let requests chunk it instead.
-            if total_length is not None:
-                current_position = total_length
-        else:
-            if hasattr(o, "seek") and total_length is None:
-                # StringIO and BytesIO have seek but no usable fileno
-                try:
-                    # seek to end of file
-                    o.seek(0, 2)
-                    total_length = o.tell()
-
-                    # seek back to current position to support
-                    # partially read file-like objects
-                    o.seek(current_position or 0)
-                except OSError:
-                    total_length = 0
-
-    if total_length is None:
-        total_length = 0
-
-    return max(0, total_length - current_position)
-
-
-def get_netrc_auth(url, raise_errors=False):
-    """Returns the Requests tuple auth for a given url from netrc."""
-
-    netrc_file = os.environ.get("NETRC")
-    if netrc_file is not None:
-        netrc_locations = (netrc_file,)
-    else:
-        netrc_locations = (f"~/{f}" for f in NETRC_FILES)
-
-    try:
-        from netrc import NetrcParseError, netrc
-
-        netrc_path = None
-
-        for f in netrc_locations:
-            try:
-                loc = os.path.expanduser(f)
-            except KeyError:
-                # os.path.expanduser can fail when $HOME is undefined and
-                # getpwuid fails. See https://bugs.python.org/issue20164 &
-                # https://github.com/psf/requests/issues/1846
-                return
-
-            if os.path.exists(loc):
-                netrc_path = loc
-                break
-
-        # Abort early if there isn't one.
-        if netrc_path is None:
-            return
-
-        ri = urlparse(url)
-
-        # Strip port numbers from netloc. This weird `if...encode`` dance is
-        # used for Python 3.2, which doesn't support unicode literals.
-        splitstr = b":"
-        if isinstance(url, str):
-            splitstr = splitstr.decode("ascii")
-        host = ri.netloc.split(splitstr)[0]
-
-        try:
-            _netrc = netrc(netrc_path).authenticators(host)
-            if _netrc:
-                # Return with login / password
-                login_i = 0 if _netrc[0] else 1
-                return (_netrc[login_i], _netrc[2])
-        except (NetrcParseError, OSError):
-            # If there was a parsing error or a permissions issue reading the file,
-            # we'll just skip netrc auth unless explicitly asked to raise errors.
-            if raise_errors:
-                raise
-
-    # App Engine hackiness.
-    except (ImportError, AttributeError):
-        pass
-
-
-def guess_filename(obj):
-    """Tries to guess the filename of the given object."""
-    name = getattr(obj, "name", None)
-    if name and isinstance(name, basestring) and name[0] != "<" and name[-1] != ">":
-        return os.path.basename(name)
-
-
-def extract_zipped_paths(path):
-    """Replace nonexistent paths that look like they refer to a member of a zip
-    archive with the location of an extracted copy of the target, or else
-    just return the provided path unchanged.
-    """
-    if os.path.exists(path):
-        # this is already a valid path, no need to do anything further
-        return path
-
-    # find the first valid part of the provided path and treat that as a zip archive
-    # assume the rest of the path is the name of a member in the archive
-    archive, member = os.path.split(path)
-    while archive and not os.path.exists(archive):
-        archive, prefix = os.path.split(archive)
-        if not prefix:
-            # If we don't check for an empty prefix after the split (in other words, archive remains unchanged after the split),
-            # we _can_ end up in an infinite loop on a rare corner case affecting a small number of users
-            break
-        member = "/".join([prefix, member])
-
-    if not zipfile.is_zipfile(archive):
-        return path
-
-    zip_file = zipfile.ZipFile(archive)
-    if member not in zip_file.namelist():
-        return path
-
-    # we have a valid zip archive and a valid member of that archive
-    tmp = tempfile.gettempdir()
-    extracted_path = os.path.join(tmp, member.split("/")[-1])
-    if not os.path.exists(extracted_path):
-        # use read + write to avoid the creating nested folders, we only want the file, avoids mkdir racing condition
-        with atomic_open(extracted_path) as file_handler:
-            file_handler.write(zip_file.read(member))
-    return extracted_path
-
-
-@contextlib.contextmanager
-def atomic_open(filename):
-    """Write a file to the disk in an atomic fashion"""
-    tmp_descriptor, tmp_name = tempfile.mkstemp(dir=os.path.dirname(filename))
-    try:
-        with os.fdopen(tmp_descriptor, "wb") as tmp_handler:
-            yield tmp_handler
-        os.replace(tmp_name, filename)
-    except BaseException:
-        os.remove(tmp_name)
-        raise
-
-
-def from_key_val_list(value):
-    """Take an object and test to see if it can be represented as a
-    dictionary. Unless it can not be represented as such, return an
-    OrderedDict, e.g.,
-
-    ::
-
-        >>> from_key_val_list([('key', 'val')])
-        OrderedDict([('key', 'val')])
-        >>> from_key_val_list('string')
-        Traceback (most recent call last):
-        ...
-        ValueError: cannot encode objects that are not 2-tuples
-        >>> from_key_val_list({'key': 'val'})
-        OrderedDict([('key', 'val')])
-
-    :rtype: OrderedDict
-    """
-    if value is None:
-        return None
-
-    if isinstance(value, (str, bytes, bool, int)):
-        raise ValueError("cannot encode objects that are not 2-tuples")
-
-    return OrderedDict(value)
-
-
-def to_key_val_list(value):
-    """Take an object and test to see if it can be represented as a
-    dictionary. If it can be, return a list of tuples, e.g.,
-
-    ::
-
-        >>> to_key_val_list([('key', 'val')])
-        [('key', 'val')]
-        >>> to_key_val_list({'key': 'val'})
-        [('key', 'val')]
-        >>> to_key_val_list('string')
-        Traceback (most recent call last):
-        ...
-        ValueError: cannot encode objects that are not 2-tuples
-
-    :rtype: list
-    """
-    if value is None:
-        return None
-
-    if isinstance(value, (str, bytes, bool, int)):
-        raise ValueError("cannot encode objects that are not 2-tuples")
-
-    if isinstance(value, Mapping):
-        value = value.items()
-
-    return list(value)
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def parse_list_header(value):
-    """Parse lists as described by RFC 2068 Section 2.
-
-    In particular, parse comma-separated lists where the elements of
-    the list may include quoted-strings.  A quoted-string could
-    contain a comma.  A non-quoted string could have quotes in the
-    middle.  Quotes are removed automatically after parsing.
-
-    It basically works like :func:`parse_set_header` just that items
-    may appear multiple times and case sensitivity is preserved.
-
-    The return value is a standard :class:`list`:
-
-    >>> parse_list_header('token, "quoted value"')
-    ['token', 'quoted value']
-
-    To create a header from the :class:`list` again, use the
-    :func:`dump_header` function.
-
-    :param value: a string with a list header.
-    :return: :class:`list`
-    :rtype: list
-    """
-    result = []
-    for item in _parse_list_header(value):
-        if item[:1] == item[-1:] == '"':
-            item = unquote_header_value(item[1:-1])
-        result.append(item)
-    return result
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def parse_dict_header(value):
-    """Parse lists of key, value pairs as described by RFC 2068 Section 2 and
-    convert them into a python dict:
-
-    >>> d = parse_dict_header('foo="is a fish", bar="as well"')
-    >>> type(d) is dict
-    True
-    >>> sorted(d.items())
-    [('bar', 'as well'), ('foo', 'is a fish')]
-
-    If there is no value for a key it will be `None`:
-
-    >>> parse_dict_header('key_without_value')
-    {'key_without_value': None}
-
-    To create a header from the :class:`dict` again, use the
-    :func:`dump_header` function.
-
-    :param value: a string with a dict header.
-    :return: :class:`dict`
-    :rtype: dict
-    """
-    result = {}
-    for item in _parse_list_header(value):
-        if "=" not in item:
-            result[item] = None
-            continue
-        name, value = item.split("=", 1)
-        if value[:1] == value[-1:] == '"':
-            value = unquote_header_value(value[1:-1])
-        result[name] = value
-    return result
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def unquote_header_value(value, is_filename=False):
-    r"""Unquotes a header value.  (Reversal of :func:`quote_header_value`).
-    This does not use the real unquoting but what browsers are actually
-    using for quoting.
-
-    :param value: the header value to unquote.
-    :rtype: str
-    """
-    if value and value[0] == value[-1] == '"':
-        # this is not the real unquoting, but fixing this so that the
-        # RFC is met will result in bugs with internet explorer and
-        # probably some other browsers as well.  IE for example is
-        # uploading files with "C:\foo\bar.txt" as filename
-        value = value[1:-1]
-
-        # if this is a filename and the starting characters look like
-        # a UNC path, then just return the value without quotes.  Using the
-        # replace sequence below on a UNC path has the effect of turning
-        # the leading double slash into a single slash and then
-        # _fix_ie_filename() doesn't work correctly.  See #458.
-        if not is_filename or value[:2] != "\\\\":
-            return value.replace("\\\\", "\\").replace('\\"', '"')
-    return value
-
-
-def dict_from_cookiejar(cj):
-    """Returns a key/value dictionary from a CookieJar.
-
-    :param cj: CookieJar object to extract cookies from.
-    :rtype: dict
-    """
-
-    cookie_dict = {cookie.name: cookie.value for cookie in cj}
-    return cookie_dict
-
-
-def add_dict_to_cookiejar(cj, cookie_dict):
-    """Returns a CookieJar from a key/value dictionary.
-
-    :param cj: CookieJar to insert cookies into.
-    :param cookie_dict: Dict of key/values to insert into CookieJar.
-    :rtype: CookieJar
-    """
-
-    return cookiejar_from_dict(cookie_dict, cj)
-
-
-def get_encodings_from_content(content):
-    """Returns encodings from given content string.
-
-    :param content: bytestring to extract encodings from.
-    """
-    warnings.warn(
-        (
-            "In requests 3.0, get_encodings_from_content will be removed. For "
-            "more information, please see the discussion on issue #2266. (This"
-            " warning should only appear once.)"
-        ),
-        DeprecationWarning,
-    )
-
-    charset_re = re.compile(r'<meta.*?charset=["\']*(.+?)["\'>]', flags=re.I)
-    pragma_re = re.compile(r'<meta.*?content=["\']*;?charset=(.+?)["\'>]', flags=re.I)
-    xml_re = re.compile(r'^<\?xml.*?encoding=["\']*(.+?)["\'>]')
-
-    return (
-        charset_re.findall(content)
-        + pragma_re.findall(content)
-        + xml_re.findall(content)
-    )
-
-
-def _parse_content_type_header(header):
-    """Returns content type and parameters from given header
-
-    :param header: string
-    :return: tuple containing content type and dictionary of
-         parameters
-    """
-
-    tokens = header.split(";")
-    content_type, params = tokens[0].strip(), tokens[1:]
-    params_dict = {}
-    items_to_strip = "\"' "
-
-    for param in params:
-        param = param.strip()
-        if param:
-            key, value = param, True
-            index_of_equals = param.find("=")
-            if index_of_equals != -1:
-                key = param[:index_of_equals].strip(items_to_strip)
-                value = param[index_of_equals + 1 :].strip(items_to_strip)
-            params_dict[key.lower()] = value
-    return content_type, params_dict
-
-
-def get_encoding_from_headers(headers):
-    """Returns encodings from given HTTP Header Dict.
-
-    :param headers: dictionary to extract encoding from.
-    :rtype: str
-    """
-
-    content_type = headers.get("content-type")
-
-    if not content_type:
-        return None
-
-    content_type, params = _parse_content_type_header(content_type)
-
-    if "charset" in params:
-        return params["charset"].strip("'\"")
-
-    if "text" in content_type:
-        return "ISO-8859-1"
-
-    if "application/json" in content_type:
-        # Assume UTF-8 based on RFC 4627: https://www.ietf.org/rfc/rfc4627.txt since the charset was unset
-        return "utf-8"
-
-
-def stream_decode_response_unicode(iterator, r):
-    """Stream decodes an iterator."""
-
-    if r.encoding is None:
-        yield from iterator
-        return
-
-    decoder = codecs.getincrementaldecoder(r.encoding)(errors="replace")
-    for chunk in iterator:
-        rv = decoder.decode(chunk)
-        if rv:
-            yield rv
-    rv = decoder.decode(b"", final=True)
-    if rv:
-        yield rv
-
-
-def iter_slices(string, slice_length):
-    """Iterate over slices of a string."""
-    pos = 0
-    if slice_length is None or slice_length <= 0:
-        slice_length = len(string)
-    while pos < len(string):
-        yield string[pos : pos + slice_length]
-        pos += slice_length
-
-
-def get_unicode_from_response(r):
-    """Returns the requested content back in unicode.
-
-    :param r: Response object to get unicode content from.
-
-    Tried:
-
-    1. charset from content-type
-    2. fall back and replace all unicode characters
-
-    :rtype: str
-    """
-    warnings.warn(
-        (
-            "In requests 3.0, get_unicode_from_response will be removed. For "
-            "more information, please see the discussion on issue #2266. (This"
-            " warning should only appear once.)"
-        ),
-        DeprecationWarning,
-    )
-
-    tried_encodings = []
-
-    # Try charset from content-type
-    encoding = get_encoding_from_headers(r.headers)
-
-    if encoding:
-        try:
-            return str(r.content, encoding)
-        except UnicodeError:
-            tried_encodings.append(encoding)
-
-    # Fall back:
-    try:
-        return str(r.content, encoding, errors="replace")
-    except TypeError:
-        return r.content
-
-
-# The unreserved URI characters (RFC 3986)
-UNRESERVED_SET = frozenset(
-    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" + "0123456789-._~"
-)
-
-
-def unquote_unreserved(uri):
-    """Un-escape any percent-escape sequences in a URI that are unreserved
-    characters. This leaves all reserved, illegal and non-ASCII bytes encoded.
-
-    :rtype: str
-    """
-    parts = uri.split("%")
-    for i in range(1, len(parts)):
-        h = parts[i][0:2]
-        if len(h) == 2 and h.isalnum():
-            try:
-                c = chr(int(h, 16))
-            except ValueError:
-                raise InvalidURL(f"Invalid percent-escape sequence: '{h}'")
-
-            if c in UNRESERVED_SET:
-                parts[i] = c + parts[i][2:]
-            else:
-                parts[i] = f"%{parts[i]}"
-        else:
-            parts[i] = f"%{parts[i]}"
-    return "".join(parts)
-
-
-def requote_uri(uri):
-    """Re-quote the given URI.
-
-    This function passes the given URI through an unquote/quote cycle to
-    ensure that it is fully and consistently quoted.
-
-    :rtype: str
-    """
-    safe_with_percent = "!#$%&'()*+,/:;=?@[]~"
-    safe_without_percent = "!#$&'()*+,/:;=?@[]~"
-    try:
-        # Unquote only the unreserved characters
-        # Then quote only illegal characters (do not quote reserved,
-        # unreserved, or '%')
-        return quote(unquote_unreserved(uri), safe=safe_with_percent)
-    except InvalidURL:
-        # We couldn't unquote the given URI, so let's try quoting it, but
-        # there may be unquoted '%'s in the URI. We need to make sure they're
-        # properly quoted so they do not cause issues elsewhere.
-        return quote(uri, safe=safe_without_percent)
-
-
-def address_in_network(ip, net):
-    """This function allows you to check if an IP belongs to a network subnet
-
-    Example: returns True if ip = 192.168.1.1 and net = 192.168.1.0/24
-             returns False if ip = 192.168.1.1 and net = 192.168.100.0/24
-
-    :rtype: bool
-    """
-    ipaddr = struct.unpack("=L", socket.inet_aton(ip))[0]
-    netaddr, bits = net.split("/")
-    netmask = struct.unpack("=L", socket.inet_aton(dotted_netmask(int(bits))))[0]
-    network = struct.unpack("=L", socket.inet_aton(netaddr))[0] & netmask
-    return (ipaddr & netmask) == (network & netmask)
-
-
-def dotted_netmask(mask):
-    """Converts mask from /xx format to xxx.xxx.xxx.xxx
-
-    Example: if mask is 24 function returns 255.255.255.0
-
-    :rtype: str
-    """
-    bits = 0xFFFFFFFF ^ (1 << 32 - mask) - 1
-    return socket.inet_ntoa(struct.pack(">I", bits))
-
-
-def is_ipv4_address(string_ip):
-    """
-    :rtype: bool
-    """
-    try:
-        socket.inet_aton(string_ip)
-    except OSError:
-        return False
-    return True
-
-
-def is_valid_cidr(string_network):
-    """
-    Very simple check of the cidr format in no_proxy variable.
-
-    :rtype: bool
-    """
-    if string_network.count("/") == 1:
-        try:
-            mask = int(string_network.split("/")[1])
-        except ValueError:
-            return False
-
-        if mask < 1 or mask > 32:
-            return False
-
-        try:
-            socket.inet_aton(string_network.split("/")[0])
-        except OSError:
-            return False
-    else:
-        return False
-    return True
-
-
-@contextlib.contextmanager
-def set_environ(env_name, value):
-    """Set the environment variable 'env_name' to 'value'
-
-    Save previous value, yield, and then restore the previous value stored in
-    the environment variable 'env_name'.
-
-    If 'value' is None, do nothing"""
-    value_changed = value is not None
-    if value_changed:
-        old_value = os.environ.get(env_name)
-        os.environ[env_name] = value
-    try:
-        yield
-    finally:
-        if value_changed:
-            if old_value is None:
-                del os.environ[env_name]
-            else:
-                os.environ[env_name] = old_value
-
-
-def should_bypass_proxies(url, no_proxy):
-    """
-    Returns whether we should bypass proxies or not.
-
-    :rtype: bool
-    """
-
-    # Prioritize lowercase environment variables over uppercase
-    # to keep a consistent behaviour with other http projects (curl, wget).
-    def get_proxy(key):
-        return os.environ.get(key) or os.environ.get(key.upper())
-
-    # First check whether no_proxy is defined. If it is, check that the URL
-    # we're getting isn't in the no_proxy list.
-    no_proxy_arg = no_proxy
-    if no_proxy is None:
-        no_proxy = get_proxy("no_proxy")
-    parsed = urlparse(url)
-
-    if parsed.hostname is None:
-        # URLs don't always have hostnames, e.g. file:/// urls.
-        return True
-
-    if no_proxy:
-        # We need to check whether we match here. We need to see if we match
-        # the end of the hostname, both with and without the port.
-        no_proxy = (host for host in no_proxy.replace(" ", "").split(",") if host)
-
-        if is_ipv4_address(parsed.hostname):
-            for proxy_ip in no_proxy:
-                if is_valid_cidr(proxy_ip):
-                    if address_in_network(parsed.hostname, proxy_ip):
-                        return True
-                elif parsed.hostname == proxy_ip:
-                    # If no_proxy ip was defined in plain IP notation instead of cidr notation &
-                    # matches the IP of the index
-                    return True
-        else:
-            host_with_port = parsed.hostname
-            if parsed.port:
-                host_with_port += f":{parsed.port}"
-
-            for host in no_proxy:
-                if parsed.hostname.endswith(host) or host_with_port.endswith(host):
-                    # The URL does match something in no_proxy, so we don't want
-                    # to apply the proxies on this URL.
-                    return True
-
-    with set_environ("no_proxy", no_proxy_arg):
-        # parsed.hostname can be `None` in cases such as a file URI.
-        try:
-            bypass = proxy_bypass(parsed.hostname)
-        except (TypeError, socket.gaierror):
-            bypass = False
-
-    if bypass:
-        return True
-
-    return False
-
-
-def get_environ_proxies(url, no_proxy=None):
-    """
-    Return a dict of environment proxies.
-
-    :rtype: dict
-    """
-    if should_bypass_proxies(url, no_proxy=no_proxy):
-        return {}
-    else:
-        return getproxies()
-
-
-def select_proxy(url, proxies):
-    """Select a proxy for the url, if applicable.
-
-    :param url: The url being for the request
-    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
-    """
-    proxies = proxies or {}
-    urlparts = urlparse(url)
-    if urlparts.hostname is None:
-        return proxies.get(urlparts.scheme, proxies.get("all"))
-
-    proxy_keys = [
-        urlparts.scheme + "://" + urlparts.hostname,
-        urlparts.scheme,
-        "all://" + urlparts.hostname,
-        "all",
-    ]
-    proxy = None
-    for proxy_key in proxy_keys:
-        if proxy_key in proxies:
-            proxy = proxies[proxy_key]
-            break
-
-    return proxy
-
-
-def resolve_proxies(request, proxies, trust_env=True):
-    """This method takes proxy information from a request and configuration
-    input to resolve a mapping of target proxies. This will consider settings
-    such as NO_PROXY to strip proxy configurations.
-
-    :param request: Request or PreparedRequest
-    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
-    :param trust_env: Boolean declaring whether to trust environment configs
-
-    :rtype: dict
-    """
-    proxies = proxies if proxies is not None else {}
-    url = request.url
-    scheme = urlparse(url).scheme
-    no_proxy = proxies.get("no_proxy")
-    new_proxies = proxies.copy()
-
-    if trust_env and not should_bypass_proxies(url, no_proxy=no_proxy):
-        environ_proxies = get_environ_proxies(url, no_proxy=no_proxy)
-
-        proxy = environ_proxies.get(scheme, environ_proxies.get("all"))
-
-        if proxy:
-            new_proxies.setdefault(scheme, proxy)
-    return new_proxies
-
-
-def default_user_agent(name="python-requests"):
-    """
-    Return a string representing the default user agent.
-
-    :rtype: str
-    """
-    return f"{name}/{__version__}"
-
-
-def default_headers():
-    """
-    :rtype: requests.structures.CaseInsensitiveDict
-    """
-    return CaseInsensitiveDict(
-        {
-            "User-Agent": default_user_agent(),
-            "Accept-Encoding": DEFAULT_ACCEPT_ENCODING,
-            "Accept": "*/*",
-            "Connection": "keep-alive",
-        }
-    )
-
-
-def parse_header_links(value):
-    """Return a list of parsed link headers proxies.
-
-    i.e. Link: <http:/.../front.jpeg>; rel=front; type="image/jpeg",<http://.../back.jpeg>; rel=back;type="image/jpeg"
-
-    :rtype: list
-    """
-
-    links = []
-
-    replace_chars = " '\""
-
-    value = value.strip(replace_chars)
-    if not value:
-        return links
-
-    for val in re.split(", *<", value):
-        try:
-            url, params = val.split(";", 1)
-        except ValueError:
-            url, params = val, ""
-
-        link = {"url": url.strip("<> '\"")}
-
-        for param in params.split(";"):
-            try:
-                key, value = param.split("=")
-            except ValueError:
-                break
-
-            link[key.strip(replace_chars)] = value.strip(replace_chars)
-
-        links.append(link)
-
-    return links
-
-
-# Null bytes; no need to recreate these on each call to guess_json_utf
-_null = "\x00".encode("ascii")  # encoding to ASCII for Python 3
-_null2 = _null * 2
-_null3 = _null * 3
-
-
-def guess_json_utf(data):
-    """
-    :rtype: str
-    """
-    # JSON always starts with two ASCII characters, so detection is as
-    # easy as counting the nulls and from their location and count
-    # determine the encoding. Also detect a BOM, if present.
-    sample = data[:4]
-    if sample in (codecs.BOM_UTF32_LE, codecs.BOM_UTF32_BE):
-        return "utf-32"  # BOM included
-    if sample[:3] == codecs.BOM_UTF8:
-        return "utf-8-sig"  # BOM included, MS style (discouraged)
-    if sample[:2] in (codecs.BOM_UTF16_LE, codecs.BOM_UTF16_BE):
-        return "utf-16"  # BOM included
-    nullcount = sample.count(_null)
-    if nullcount == 0:
-        return "utf-8"
-    if nullcount == 2:
-        if sample[::2] == _null2:  # 1st and 3rd are null
-            return "utf-16-be"
-        if sample[1::2] == _null2:  # 2nd and 4th are null
-            return "utf-16-le"
-        # Did not detect 2 valid UTF-16 ascii-range characters
-    if nullcount == 3:
-        if sample[:3] == _null3:
-            return "utf-32-be"
-        if sample[1:] == _null3:
-            return "utf-32-le"
-        # Did not detect a valid UTF-32 ascii-range character
-    return None
-
-
-def prepend_scheme_if_needed(url, new_scheme):
-    """Given a URL that may or may not have a scheme, prepend the given scheme.
-    Does not replace a present scheme with the one provided as an argument.
-
-    :rtype: str
-    """
-    parsed = parse_url(url)
-    scheme, auth, host, port, path, query, fragment = parsed
-
-    # A defect in urlparse determines that there isn't a netloc present in some
-    # urls. We previously assumed parsing was overly cautious, and swapped the
-    # netloc and path. Due to a lack of tests on the original defect, this is
-    # maintained with parse_url for backwards compatibility.
-    netloc = parsed.netloc
-    if not netloc:
-        netloc, path = path, netloc
-
-    if auth:
-        # parse_url doesn't provide the netloc with auth
-        # so we'll add it ourselves.
-        netloc = "@".join([auth, netloc])
-    if scheme is None:
-        scheme = new_scheme
-    if path is None:
-        path = ""
-
-    return urlunparse((scheme, netloc, path, "", query, fragment))
-
-
-def get_auth_from_url(url):
-    """Given a url with authentication components, extract them into a tuple of
-    username,password.
-
-    :rtype: (str,str)
-    """
-    parsed = urlparse(url)
-
-    try:
-        auth = (unquote(parsed.username), unquote(parsed.password))
-    except (AttributeError, TypeError):
-        auth = ("", "")
-
-    return auth
-
-
-def check_header_validity(header):
-    """Verifies that header parts don't contain leading whitespace
-    reserved characters, or return characters.
-
-    :param header: tuple, in the format (name, value).
-    """
-    name, value = header
-    _validate_header_part(header, name, 0)
-    _validate_header_part(header, value, 1)
-
-
-def _validate_header_part(header, header_part, header_validator_index):
-    if isinstance(header_part, str):
-        validator = _HEADER_VALIDATORS_STR[header_validator_index]
-    elif isinstance(header_part, bytes):
-        validator = _HEADER_VALIDATORS_BYTE[header_validator_index]
-    else:
-        raise InvalidHeader(
-            f"Header part ({header_part!r}) from {header} "
-            f"must be of type str or bytes, not {type(header_part)}"
-        )
-
-    if not validator.match(header_part):
-        header_kind = "name" if header_validator_index == 0 else "value"
-        raise InvalidHeader(
-            f"Invalid leading whitespace, reserved character(s), or return "
-            f"character(s) in header {header_kind}: {header_part!r}"
-        )
-
-
-def urldefragauth(url):
-    """
-    Given a url remove the fragment and the authentication part.
-
-    :rtype: str
-    """
-    scheme, netloc, path, params, query, fragment = urlparse(url)
-
-    # see func:`prepend_scheme_if_needed`
-    if not netloc:
-        netloc, path = path, netloc
-
-    netloc = netloc.rsplit("@", 1)[-1]
-
-    return urlunparse((scheme, netloc, path, params, query, ""))
-
-
-def rewind_body(prepared_request):
-    """Move file pointer back to its recorded starting position
-    so it can be read again on redirect.
-    """
-    body_seek = getattr(prepared_request.body, "seek", None)
-    if body_seek is not None and isinstance(
-        prepared_request._body_position, integer_types
-    ):
-        try:
-            body_seek(prepared_request._body_position)
-        except OSError:
-            raise UnrewindableBodyError(
-                "An error occurred when rewinding request body for redirect."
-            )
-    else:
-        raise UnrewindableBodyError("Unable to rewind request body for redirect.")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/LICENSE b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/LICENSE
deleted file mode 100644
index de6633112..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/LICENSE
+++ /dev/null
@@ -1,18 +0,0 @@
-Copyright (c) 2010-2020 Benjamin Peterson
-
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
-the Software, and to permit persons to whom the Software is furnished to do so,
-subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
-FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
-COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
-IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
-CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/METADATA
deleted file mode 100644
index 6d7525c2e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/METADATA
+++ /dev/null
@@ -1,49 +0,0 @@
-Metadata-Version: 2.1
-Name: six
-Version: 1.16.0
-Summary: Python 2 and 3 compatibility utilities
-Home-page: https://github.com/benjaminp/six
-Author: Benjamin Peterson
-Author-email: benjamin@python.org
-License: MIT
-Platform: UNKNOWN
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 3
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Topic :: Software Development :: Libraries
-Classifier: Topic :: Utilities
-Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*
-
-.. image:: https://img.shields.io/pypi/v/six.svg
-   :target: https://pypi.org/project/six/
-   :alt: six on PyPI
-
-.. image:: https://travis-ci.org/benjaminp/six.svg?branch=master
-   :target: https://travis-ci.org/benjaminp/six
-   :alt: six on TravisCI
-
-.. image:: https://readthedocs.org/projects/six/badge/?version=latest
-   :target: https://six.readthedocs.io/
-   :alt: six's documentation on Read the Docs
-
-.. image:: https://img.shields.io/badge/license-MIT-green.svg
-   :target: https://github.com/benjaminp/six/blob/master/LICENSE
-   :alt: MIT License badge
-
-Six is a Python 2 and 3 compatibility library.  It provides utility functions
-for smoothing over the differences between the Python versions with the goal of
-writing Python code that is compatible on both Python versions.  See the
-documentation for more information on what is provided.
-
-Six supports Python 2.7 and 3.3+.  It is contained in only one Python
-file, so it can be easily copied into your project. (The copyright and license
-notice must be retained.)
-
-Online documentation is at https://six.readthedocs.io/.
-
-Bugs can be reported to https://github.com/benjaminp/six.  The code can also
-be found there.
-
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/RECORD
deleted file mode 100644
index 17e2e083f..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/RECORD
+++ /dev/null
@@ -1,8 +0,0 @@
-__pycache__/six.cpython-311.pyc,,
-six-1.16.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-six-1.16.0.dist-info/LICENSE,sha256=i7hQxWWqOJ_cFvOkaWWtI9gq3_YPI5P8J2K2MYXo5sk,1066
-six-1.16.0.dist-info/METADATA,sha256=VQcGIFCAEmfZcl77E5riPCN4v2TIsc_qtacnjxKHJoI,1795
-six-1.16.0.dist-info/RECORD,,
-six-1.16.0.dist-info/WHEEL,sha256=Z-nyYpwrcSqxfdux5Mbn_DQ525iP7J2DG3JgGvOYyTQ,110
-six-1.16.0.dist-info/top_level.txt,sha256=_iVH_iYEtEXnD8nYGQYpYFUvkUW9sEO1GYbkeKSAais,4
-six.py,sha256=TOOfQi7nFGfMrIvtdr6wX4wyHH8M7aknmuLfo2cBBrM,34549
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/WHEEL
deleted file mode 100644
index 01b8fc7d4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.36.2)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/top_level.txt b/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/top_level.txt
deleted file mode 100644
index ffe2fce49..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/six-1.16.0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-six
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/six.py b/eventbridge-lambda-bedrock/functions/layers/python/six.py
deleted file mode 100644
index 4e15675d8..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/six.py
+++ /dev/null
@@ -1,998 +0,0 @@
-# Copyright (c) 2010-2020 Benjamin Peterson
-#
-# Permission is hereby granted, free of charge, to any person obtaining a copy
-# of this software and associated documentation files (the "Software"), to deal
-# in the Software without restriction, including without limitation the rights
-# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-# copies of the Software, and to permit persons to whom the Software is
-# furnished to do so, subject to the following conditions:
-#
-# The above copyright notice and this permission notice shall be included in all
-# copies or substantial portions of the Software.
-#
-# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-# SOFTWARE.
-
-"""Utilities for writing code that runs on Python 2 and 3"""
-
-from __future__ import absolute_import
-
-import functools
-import itertools
-import operator
-import sys
-import types
-
-__author__ = "Benjamin Peterson <benjamin@python.org>"
-__version__ = "1.16.0"
-
-
-# Useful for very coarse version differentiation.
-PY2 = sys.version_info[0] == 2
-PY3 = sys.version_info[0] == 3
-PY34 = sys.version_info[0:2] >= (3, 4)
-
-if PY3:
-    string_types = str,
-    integer_types = int,
-    class_types = type,
-    text_type = str
-    binary_type = bytes
-
-    MAXSIZE = sys.maxsize
-else:
-    string_types = basestring,
-    integer_types = (int, long)
-    class_types = (type, types.ClassType)
-    text_type = unicode
-    binary_type = str
-
-    if sys.platform.startswith("java"):
-        # Jython always uses 32 bits.
-        MAXSIZE = int((1 << 31) - 1)
-    else:
-        # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
-        class X(object):
-
-            def __len__(self):
-                return 1 << 31
-        try:
-            len(X())
-        except OverflowError:
-            # 32-bit
-            MAXSIZE = int((1 << 31) - 1)
-        else:
-            # 64-bit
-            MAXSIZE = int((1 << 63) - 1)
-        del X
-
-if PY34:
-    from importlib.util import spec_from_loader
-else:
-    spec_from_loader = None
-
-
-def _add_doc(func, doc):
-    """Add documentation to a function."""
-    func.__doc__ = doc
-
-
-def _import_module(name):
-    """Import module, returning the module after the last dot."""
-    __import__(name)
-    return sys.modules[name]
-
-
-class _LazyDescr(object):
-
-    def __init__(self, name):
-        self.name = name
-
-    def __get__(self, obj, tp):
-        result = self._resolve()
-        setattr(obj, self.name, result)  # Invokes __set__.
-        try:
-            # This is a bit ugly, but it avoids running this again by
-            # removing this descriptor.
-            delattr(obj.__class__, self.name)
-        except AttributeError:
-            pass
-        return result
-
-
-class MovedModule(_LazyDescr):
-
-    def __init__(self, name, old, new=None):
-        super(MovedModule, self).__init__(name)
-        if PY3:
-            if new is None:
-                new = name
-            self.mod = new
-        else:
-            self.mod = old
-
-    def _resolve(self):
-        return _import_module(self.mod)
-
-    def __getattr__(self, attr):
-        _module = self._resolve()
-        value = getattr(_module, attr)
-        setattr(self, attr, value)
-        return value
-
-
-class _LazyModule(types.ModuleType):
-
-    def __init__(self, name):
-        super(_LazyModule, self).__init__(name)
-        self.__doc__ = self.__class__.__doc__
-
-    def __dir__(self):
-        attrs = ["__doc__", "__name__"]
-        attrs += [attr.name for attr in self._moved_attributes]
-        return attrs
-
-    # Subclasses should override this
-    _moved_attributes = []
-
-
-class MovedAttribute(_LazyDescr):
-
-    def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
-        super(MovedAttribute, self).__init__(name)
-        if PY3:
-            if new_mod is None:
-                new_mod = name
-            self.mod = new_mod
-            if new_attr is None:
-                if old_attr is None:
-                    new_attr = name
-                else:
-                    new_attr = old_attr
-            self.attr = new_attr
-        else:
-            self.mod = old_mod
-            if old_attr is None:
-                old_attr = name
-            self.attr = old_attr
-
-    def _resolve(self):
-        module = _import_module(self.mod)
-        return getattr(module, self.attr)
-
-
-class _SixMetaPathImporter(object):
-
-    """
-    A meta path importer to import six.moves and its submodules.
-
-    This class implements a PEP302 finder and loader. It should be compatible
-    with Python 2.5 and all existing versions of Python3
-    """
-
-    def __init__(self, six_module_name):
-        self.name = six_module_name
-        self.known_modules = {}
-
-    def _add_module(self, mod, *fullnames):
-        for fullname in fullnames:
-            self.known_modules[self.name + "." + fullname] = mod
-
-    def _get_module(self, fullname):
-        return self.known_modules[self.name + "." + fullname]
-
-    def find_module(self, fullname, path=None):
-        if fullname in self.known_modules:
-            return self
-        return None
-
-    def find_spec(self, fullname, path, target=None):
-        if fullname in self.known_modules:
-            return spec_from_loader(fullname, self)
-        return None
-
-    def __get_module(self, fullname):
-        try:
-            return self.known_modules[fullname]
-        except KeyError:
-            raise ImportError("This loader does not know module " + fullname)
-
-    def load_module(self, fullname):
-        try:
-            # in case of a reload
-            return sys.modules[fullname]
-        except KeyError:
-            pass
-        mod = self.__get_module(fullname)
-        if isinstance(mod, MovedModule):
-            mod = mod._resolve()
-        else:
-            mod.__loader__ = self
-        sys.modules[fullname] = mod
-        return mod
-
-    def is_package(self, fullname):
-        """
-        Return true, if the named module is a package.
-
-        We need this method to get correct spec objects with
-        Python 3.4 (see PEP451)
-        """
-        return hasattr(self.__get_module(fullname), "__path__")
-
-    def get_code(self, fullname):
-        """Return None
-
-        Required, if is_package is implemented"""
-        self.__get_module(fullname)  # eventually raises ImportError
-        return None
-    get_source = get_code  # same as get_code
-
-    def create_module(self, spec):
-        return self.load_module(spec.name)
-
-    def exec_module(self, module):
-        pass
-
-_importer = _SixMetaPathImporter(__name__)
-
-
-class _MovedItems(_LazyModule):
-
-    """Lazy loading of moved objects"""
-    __path__ = []  # mark as package
-
-
-_moved_attributes = [
-    MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
-    MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
-    MovedAttribute("filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"),
-    MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
-    MovedAttribute("intern", "__builtin__", "sys"),
-    MovedAttribute("map", "itertools", "builtins", "imap", "map"),
-    MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
-    MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
-    MovedAttribute("getoutput", "commands", "subprocess"),
-    MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
-    MovedAttribute("reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"),
-    MovedAttribute("reduce", "__builtin__", "functools"),
-    MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
-    MovedAttribute("StringIO", "StringIO", "io"),
-    MovedAttribute("UserDict", "UserDict", "collections"),
-    MovedAttribute("UserList", "UserList", "collections"),
-    MovedAttribute("UserString", "UserString", "collections"),
-    MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
-    MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
-    MovedAttribute("zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"),
-    MovedModule("builtins", "__builtin__"),
-    MovedModule("configparser", "ConfigParser"),
-    MovedModule("collections_abc", "collections", "collections.abc" if sys.version_info >= (3, 3) else "collections"),
-    MovedModule("copyreg", "copy_reg"),
-    MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
-    MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
-    MovedModule("_dummy_thread", "dummy_thread", "_dummy_thread" if sys.version_info < (3, 9) else "_thread"),
-    MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
-    MovedModule("http_cookies", "Cookie", "http.cookies"),
-    MovedModule("html_entities", "htmlentitydefs", "html.entities"),
-    MovedModule("html_parser", "HTMLParser", "html.parser"),
-    MovedModule("http_client", "httplib", "http.client"),
-    MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
-    MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
-    MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
-    MovedModule("email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"),
-    MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
-    MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
-    MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
-    MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
-    MovedModule("cPickle", "cPickle", "pickle"),
-    MovedModule("queue", "Queue"),
-    MovedModule("reprlib", "repr"),
-    MovedModule("socketserver", "SocketServer"),
-    MovedModule("_thread", "thread", "_thread"),
-    MovedModule("tkinter", "Tkinter"),
-    MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
-    MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
-    MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
-    MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
-    MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
-    MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
-    MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
-    MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
-    MovedModule("tkinter_colorchooser", "tkColorChooser",
-                "tkinter.colorchooser"),
-    MovedModule("tkinter_commondialog", "tkCommonDialog",
-                "tkinter.commondialog"),
-    MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
-    MovedModule("tkinter_font", "tkFont", "tkinter.font"),
-    MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
-    MovedModule("tkinter_tksimpledialog", "tkSimpleDialog",
-                "tkinter.simpledialog"),
-    MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
-    MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
-    MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
-    MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
-    MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
-    MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
-]
-# Add windows specific modules.
-if sys.platform == "win32":
-    _moved_attributes += [
-        MovedModule("winreg", "_winreg"),
-    ]
-
-for attr in _moved_attributes:
-    setattr(_MovedItems, attr.name, attr)
-    if isinstance(attr, MovedModule):
-        _importer._add_module(attr, "moves." + attr.name)
-del attr
-
-_MovedItems._moved_attributes = _moved_attributes
-
-moves = _MovedItems(__name__ + ".moves")
-_importer._add_module(moves, "moves")
-
-
-class Module_six_moves_urllib_parse(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_parse"""
-
-
-_urllib_parse_moved_attributes = [
-    MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
-    MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
-    MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
-    MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
-    MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
-    MovedAttribute("urljoin", "urlparse", "urllib.parse"),
-    MovedAttribute("urlparse", "urlparse", "urllib.parse"),
-    MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
-    MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
-    MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
-    MovedAttribute("quote", "urllib", "urllib.parse"),
-    MovedAttribute("quote_plus", "urllib", "urllib.parse"),
-    MovedAttribute("unquote", "urllib", "urllib.parse"),
-    MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
-    MovedAttribute("unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"),
-    MovedAttribute("urlencode", "urllib", "urllib.parse"),
-    MovedAttribute("splitquery", "urllib", "urllib.parse"),
-    MovedAttribute("splittag", "urllib", "urllib.parse"),
-    MovedAttribute("splituser", "urllib", "urllib.parse"),
-    MovedAttribute("splitvalue", "urllib", "urllib.parse"),
-    MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_params", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_query", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
-]
-for attr in _urllib_parse_moved_attributes:
-    setattr(Module_six_moves_urllib_parse, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
-                      "moves.urllib_parse", "moves.urllib.parse")
-
-
-class Module_six_moves_urllib_error(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_error"""
-
-
-_urllib_error_moved_attributes = [
-    MovedAttribute("URLError", "urllib2", "urllib.error"),
-    MovedAttribute("HTTPError", "urllib2", "urllib.error"),
-    MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
-]
-for attr in _urllib_error_moved_attributes:
-    setattr(Module_six_moves_urllib_error, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
-                      "moves.urllib_error", "moves.urllib.error")
-
-
-class Module_six_moves_urllib_request(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_request"""
-
-
-_urllib_request_moved_attributes = [
-    MovedAttribute("urlopen", "urllib2", "urllib.request"),
-    MovedAttribute("install_opener", "urllib2", "urllib.request"),
-    MovedAttribute("build_opener", "urllib2", "urllib.request"),
-    MovedAttribute("pathname2url", "urllib", "urllib.request"),
-    MovedAttribute("url2pathname", "urllib", "urllib.request"),
-    MovedAttribute("getproxies", "urllib", "urllib.request"),
-    MovedAttribute("Request", "urllib2", "urllib.request"),
-    MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
-    MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
-    MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
-    MovedAttribute("FileHandler", "urllib2", "urllib.request"),
-    MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
-    MovedAttribute("urlretrieve", "urllib", "urllib.request"),
-    MovedAttribute("urlcleanup", "urllib", "urllib.request"),
-    MovedAttribute("URLopener", "urllib", "urllib.request"),
-    MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
-    MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
-    MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
-    MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
-]
-for attr in _urllib_request_moved_attributes:
-    setattr(Module_six_moves_urllib_request, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
-                      "moves.urllib_request", "moves.urllib.request")
-
-
-class Module_six_moves_urllib_response(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_response"""
-
-
-_urllib_response_moved_attributes = [
-    MovedAttribute("addbase", "urllib", "urllib.response"),
-    MovedAttribute("addclosehook", "urllib", "urllib.response"),
-    MovedAttribute("addinfo", "urllib", "urllib.response"),
-    MovedAttribute("addinfourl", "urllib", "urllib.response"),
-]
-for attr in _urllib_response_moved_attributes:
-    setattr(Module_six_moves_urllib_response, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
-                      "moves.urllib_response", "moves.urllib.response")
-
-
-class Module_six_moves_urllib_robotparser(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_robotparser"""
-
-
-_urllib_robotparser_moved_attributes = [
-    MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
-]
-for attr in _urllib_robotparser_moved_attributes:
-    setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_robotparser._moved_attributes = _urllib_robotparser_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
-                      "moves.urllib_robotparser", "moves.urllib.robotparser")
-
-
-class Module_six_moves_urllib(types.ModuleType):
-
-    """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
-    __path__ = []  # mark as package
-    parse = _importer._get_module("moves.urllib_parse")
-    error = _importer._get_module("moves.urllib_error")
-    request = _importer._get_module("moves.urllib_request")
-    response = _importer._get_module("moves.urllib_response")
-    robotparser = _importer._get_module("moves.urllib_robotparser")
-
-    def __dir__(self):
-        return ['parse', 'error', 'request', 'response', 'robotparser']
-
-_importer._add_module(Module_six_moves_urllib(__name__ + ".moves.urllib"),
-                      "moves.urllib")
-
-
-def add_move(move):
-    """Add an item to six.moves."""
-    setattr(_MovedItems, move.name, move)
-
-
-def remove_move(name):
-    """Remove item from six.moves."""
-    try:
-        delattr(_MovedItems, name)
-    except AttributeError:
-        try:
-            del moves.__dict__[name]
-        except KeyError:
-            raise AttributeError("no such move, %r" % (name,))
-
-
-if PY3:
-    _meth_func = "__func__"
-    _meth_self = "__self__"
-
-    _func_closure = "__closure__"
-    _func_code = "__code__"
-    _func_defaults = "__defaults__"
-    _func_globals = "__globals__"
-else:
-    _meth_func = "im_func"
-    _meth_self = "im_self"
-
-    _func_closure = "func_closure"
-    _func_code = "func_code"
-    _func_defaults = "func_defaults"
-    _func_globals = "func_globals"
-
-
-try:
-    advance_iterator = next
-except NameError:
-    def advance_iterator(it):
-        return it.next()
-next = advance_iterator
-
-
-try:
-    callable = callable
-except NameError:
-    def callable(obj):
-        return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
-
-
-if PY3:
-    def get_unbound_function(unbound):
-        return unbound
-
-    create_bound_method = types.MethodType
-
-    def create_unbound_method(func, cls):
-        return func
-
-    Iterator = object
-else:
-    def get_unbound_function(unbound):
-        return unbound.im_func
-
-    def create_bound_method(func, obj):
-        return types.MethodType(func, obj, obj.__class__)
-
-    def create_unbound_method(func, cls):
-        return types.MethodType(func, None, cls)
-
-    class Iterator(object):
-
-        def next(self):
-            return type(self).__next__(self)
-
-    callable = callable
-_add_doc(get_unbound_function,
-         """Get the function out of a possibly unbound function""")
-
-
-get_method_function = operator.attrgetter(_meth_func)
-get_method_self = operator.attrgetter(_meth_self)
-get_function_closure = operator.attrgetter(_func_closure)
-get_function_code = operator.attrgetter(_func_code)
-get_function_defaults = operator.attrgetter(_func_defaults)
-get_function_globals = operator.attrgetter(_func_globals)
-
-
-if PY3:
-    def iterkeys(d, **kw):
-        return iter(d.keys(**kw))
-
-    def itervalues(d, **kw):
-        return iter(d.values(**kw))
-
-    def iteritems(d, **kw):
-        return iter(d.items(**kw))
-
-    def iterlists(d, **kw):
-        return iter(d.lists(**kw))
-
-    viewkeys = operator.methodcaller("keys")
-
-    viewvalues = operator.methodcaller("values")
-
-    viewitems = operator.methodcaller("items")
-else:
-    def iterkeys(d, **kw):
-        return d.iterkeys(**kw)
-
-    def itervalues(d, **kw):
-        return d.itervalues(**kw)
-
-    def iteritems(d, **kw):
-        return d.iteritems(**kw)
-
-    def iterlists(d, **kw):
-        return d.iterlists(**kw)
-
-    viewkeys = operator.methodcaller("viewkeys")
-
-    viewvalues = operator.methodcaller("viewvalues")
-
-    viewitems = operator.methodcaller("viewitems")
-
-_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
-_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
-_add_doc(iteritems,
-         "Return an iterator over the (key, value) pairs of a dictionary.")
-_add_doc(iterlists,
-         "Return an iterator over the (key, [values]) pairs of a dictionary.")
-
-
-if PY3:
-    def b(s):
-        return s.encode("latin-1")
-
-    def u(s):
-        return s
-    unichr = chr
-    import struct
-    int2byte = struct.Struct(">B").pack
-    del struct
-    byte2int = operator.itemgetter(0)
-    indexbytes = operator.getitem
-    iterbytes = iter
-    import io
-    StringIO = io.StringIO
-    BytesIO = io.BytesIO
-    del io
-    _assertCountEqual = "assertCountEqual"
-    if sys.version_info[1] <= 1:
-        _assertRaisesRegex = "assertRaisesRegexp"
-        _assertRegex = "assertRegexpMatches"
-        _assertNotRegex = "assertNotRegexpMatches"
-    else:
-        _assertRaisesRegex = "assertRaisesRegex"
-        _assertRegex = "assertRegex"
-        _assertNotRegex = "assertNotRegex"
-else:
-    def b(s):
-        return s
-    # Workaround for standalone backslash
-
-    def u(s):
-        return unicode(s.replace(r'\\', r'\\\\'), "unicode_escape")
-    unichr = unichr
-    int2byte = chr
-
-    def byte2int(bs):
-        return ord(bs[0])
-
-    def indexbytes(buf, i):
-        return ord(buf[i])
-    iterbytes = functools.partial(itertools.imap, ord)
-    import StringIO
-    StringIO = BytesIO = StringIO.StringIO
-    _assertCountEqual = "assertItemsEqual"
-    _assertRaisesRegex = "assertRaisesRegexp"
-    _assertRegex = "assertRegexpMatches"
-    _assertNotRegex = "assertNotRegexpMatches"
-_add_doc(b, """Byte literal""")
-_add_doc(u, """Text literal""")
-
-
-def assertCountEqual(self, *args, **kwargs):
-    return getattr(self, _assertCountEqual)(*args, **kwargs)
-
-
-def assertRaisesRegex(self, *args, **kwargs):
-    return getattr(self, _assertRaisesRegex)(*args, **kwargs)
-
-
-def assertRegex(self, *args, **kwargs):
-    return getattr(self, _assertRegex)(*args, **kwargs)
-
-
-def assertNotRegex(self, *args, **kwargs):
-    return getattr(self, _assertNotRegex)(*args, **kwargs)
-
-
-if PY3:
-    exec_ = getattr(moves.builtins, "exec")
-
-    def reraise(tp, value, tb=None):
-        try:
-            if value is None:
-                value = tp()
-            if value.__traceback__ is not tb:
-                raise value.with_traceback(tb)
-            raise value
-        finally:
-            value = None
-            tb = None
-
-else:
-    def exec_(_code_, _globs_=None, _locs_=None):
-        """Execute code in a namespace."""
-        if _globs_ is None:
-            frame = sys._getframe(1)
-            _globs_ = frame.f_globals
-            if _locs_ is None:
-                _locs_ = frame.f_locals
-            del frame
-        elif _locs_ is None:
-            _locs_ = _globs_
-        exec("""exec _code_ in _globs_, _locs_""")
-
-    exec_("""def reraise(tp, value, tb=None):
-    try:
-        raise tp, value, tb
-    finally:
-        tb = None
-""")
-
-
-if sys.version_info[:2] > (3,):
-    exec_("""def raise_from(value, from_value):
-    try:
-        raise value from from_value
-    finally:
-        value = None
-""")
-else:
-    def raise_from(value, from_value):
-        raise value
-
-
-print_ = getattr(moves.builtins, "print", None)
-if print_ is None:
-    def print_(*args, **kwargs):
-        """The new-style print function for Python 2.4 and 2.5."""
-        fp = kwargs.pop("file", sys.stdout)
-        if fp is None:
-            return
-
-        def write(data):
-            if not isinstance(data, basestring):
-                data = str(data)
-            # If the file has an encoding, encode unicode with it.
-            if (isinstance(fp, file) and
-                    isinstance(data, unicode) and
-                    fp.encoding is not None):
-                errors = getattr(fp, "errors", None)
-                if errors is None:
-                    errors = "strict"
-                data = data.encode(fp.encoding, errors)
-            fp.write(data)
-        want_unicode = False
-        sep = kwargs.pop("sep", None)
-        if sep is not None:
-            if isinstance(sep, unicode):
-                want_unicode = True
-            elif not isinstance(sep, str):
-                raise TypeError("sep must be None or a string")
-        end = kwargs.pop("end", None)
-        if end is not None:
-            if isinstance(end, unicode):
-                want_unicode = True
-            elif not isinstance(end, str):
-                raise TypeError("end must be None or a string")
-        if kwargs:
-            raise TypeError("invalid keyword arguments to print()")
-        if not want_unicode:
-            for arg in args:
-                if isinstance(arg, unicode):
-                    want_unicode = True
-                    break
-        if want_unicode:
-            newline = unicode("\n")
-            space = unicode(" ")
-        else:
-            newline = "\n"
-            space = " "
-        if sep is None:
-            sep = space
-        if end is None:
-            end = newline
-        for i, arg in enumerate(args):
-            if i:
-                write(sep)
-            write(arg)
-        write(end)
-if sys.version_info[:2] < (3, 3):
-    _print = print_
-
-    def print_(*args, **kwargs):
-        fp = kwargs.get("file", sys.stdout)
-        flush = kwargs.pop("flush", False)
-        _print(*args, **kwargs)
-        if flush and fp is not None:
-            fp.flush()
-
-_add_doc(reraise, """Reraise an exception.""")
-
-if sys.version_info[0:2] < (3, 4):
-    # This does exactly the same what the :func:`py3:functools.update_wrapper`
-    # function does on Python versions after 3.2. It sets the ``__wrapped__``
-    # attribute on ``wrapper`` object and it doesn't raise an error if any of
-    # the attributes mentioned in ``assigned`` and ``updated`` are missing on
-    # ``wrapped`` object.
-    def _update_wrapper(wrapper, wrapped,
-                        assigned=functools.WRAPPER_ASSIGNMENTS,
-                        updated=functools.WRAPPER_UPDATES):
-        for attr in assigned:
-            try:
-                value = getattr(wrapped, attr)
-            except AttributeError:
-                continue
-            else:
-                setattr(wrapper, attr, value)
-        for attr in updated:
-            getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
-        wrapper.__wrapped__ = wrapped
-        return wrapper
-    _update_wrapper.__doc__ = functools.update_wrapper.__doc__
-
-    def wraps(wrapped, assigned=functools.WRAPPER_ASSIGNMENTS,
-              updated=functools.WRAPPER_UPDATES):
-        return functools.partial(_update_wrapper, wrapped=wrapped,
-                                 assigned=assigned, updated=updated)
-    wraps.__doc__ = functools.wraps.__doc__
-
-else:
-    wraps = functools.wraps
-
-
-def with_metaclass(meta, *bases):
-    """Create a base class with a metaclass."""
-    # This requires a bit of explanation: the basic idea is to make a dummy
-    # metaclass for one level of class instantiation that replaces itself with
-    # the actual metaclass.
-    class metaclass(type):
-
-        def __new__(cls, name, this_bases, d):
-            if sys.version_info[:2] >= (3, 7):
-                # This version introduced PEP 560 that requires a bit
-                # of extra care (we mimic what is done by __build_class__).
-                resolved_bases = types.resolve_bases(bases)
-                if resolved_bases is not bases:
-                    d['__orig_bases__'] = bases
-            else:
-                resolved_bases = bases
-            return meta(name, resolved_bases, d)
-
-        @classmethod
-        def __prepare__(cls, name, this_bases):
-            return meta.__prepare__(name, bases)
-    return type.__new__(metaclass, 'temporary_class', (), {})
-
-
-def add_metaclass(metaclass):
-    """Class decorator for creating a class with a metaclass."""
-    def wrapper(cls):
-        orig_vars = cls.__dict__.copy()
-        slots = orig_vars.get('__slots__')
-        if slots is not None:
-            if isinstance(slots, str):
-                slots = [slots]
-            for slots_var in slots:
-                orig_vars.pop(slots_var)
-        orig_vars.pop('__dict__', None)
-        orig_vars.pop('__weakref__', None)
-        if hasattr(cls, '__qualname__'):
-            orig_vars['__qualname__'] = cls.__qualname__
-        return metaclass(cls.__name__, cls.__bases__, orig_vars)
-    return wrapper
-
-
-def ensure_binary(s, encoding='utf-8', errors='strict'):
-    """Coerce **s** to six.binary_type.
-
-    For Python 2:
-      - `unicode` -> encoded to `str`
-      - `str` -> `str`
-
-    For Python 3:
-      - `str` -> encoded to `bytes`
-      - `bytes` -> `bytes`
-    """
-    if isinstance(s, binary_type):
-        return s
-    if isinstance(s, text_type):
-        return s.encode(encoding, errors)
-    raise TypeError("not expecting type '%s'" % type(s))
-
-
-def ensure_str(s, encoding='utf-8', errors='strict'):
-    """Coerce *s* to `str`.
-
-    For Python 2:
-      - `unicode` -> encoded to `str`
-      - `str` -> `str`
-
-    For Python 3:
-      - `str` -> `str`
-      - `bytes` -> decoded to `str`
-    """
-    # Optimization: Fast return for the common case.
-    if type(s) is str:
-        return s
-    if PY2 and isinstance(s, text_type):
-        return s.encode(encoding, errors)
-    elif PY3 and isinstance(s, binary_type):
-        return s.decode(encoding, errors)
-    elif not isinstance(s, (text_type, binary_type)):
-        raise TypeError("not expecting type '%s'" % type(s))
-    return s
-
-
-def ensure_text(s, encoding='utf-8', errors='strict'):
-    """Coerce *s* to six.text_type.
-
-    For Python 2:
-      - `unicode` -> `unicode`
-      - `str` -> `unicode`
-
-    For Python 3:
-      - `str` -> `str`
-      - `bytes` -> decoded to `str`
-    """
-    if isinstance(s, binary_type):
-        return s.decode(encoding, errors)
-    elif isinstance(s, text_type):
-        return s
-    else:
-        raise TypeError("not expecting type '%s'" % type(s))
-
-
-def python_2_unicode_compatible(klass):
-    """
-    A class decorator that defines __unicode__ and __str__ methods under Python 2.
-    Under Python 3 it does nothing.
-
-    To support Python 2 and 3 with a single code base, define a __str__ method
-    returning text and apply this decorator to the class.
-    """
-    if PY2:
-        if '__str__' not in klass.__dict__:
-            raise ValueError("@python_2_unicode_compatible cannot be applied "
-                             "to %s because it doesn't define __str__()." %
-                             klass.__name__)
-        klass.__unicode__ = klass.__str__
-        klass.__str__ = lambda self: self.__unicode__().encode('utf-8')
-    return klass
-
-
-# Complete the moves implementation.
-# This code is at the end of this module to speed up module loading.
-# Turn this module into a package.
-__path__ = []  # required for PEP 302 and PEP 451
-__package__ = __name__  # see PEP 366 @ReservedAssignment
-if globals().get("__spec__") is not None:
-    __spec__.submodule_search_locations = []  # PEP 451 @UndefinedVariable
-# Remove other six meta path importers, since they cause problems. This can
-# happen if six is removed from sys.modules and then reloaded. (Setuptools does
-# this for some reason.)
-if sys.meta_path:
-    for i, importer in enumerate(sys.meta_path):
-        # Here's some real nastiness: Another "instance" of the six module might
-        # be floating around. Therefore, we can't use isinstance() to check for
-        # the six meta path importer, since the other six instance will have
-        # inserted an importer with different class.
-        if (type(importer).__name__ == "_SixMetaPathImporter" and
-                importer.name == __name__):
-            del sys.meta_path[i]
-            break
-    del i, importer
-# Finally, add the importer to the meta path import hook.
-sys.meta_path.append(_importer)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/METADATA b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
deleted file mode 100644
index baeb1dd41..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
+++ /dev/null
@@ -1,154 +0,0 @@
-Metadata-Version: 2.3
-Name: urllib3
-Version: 2.2.2
-Summary: HTTP library with thread-safe connection pooling, file post, and more.
-Project-URL: Changelog, https://github.com/urllib3/urllib3/blob/main/CHANGES.rst
-Project-URL: Documentation, https://urllib3.readthedocs.io
-Project-URL: Code, https://github.com/urllib3/urllib3
-Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
-Author-email: Andrey Petrov <andrey.petrov@shazow.net>
-Maintainer-email: Seth Michael Larson <sethmichaellarson@gmail.com>, Quentin Pradet <quentin@pradet.me>, Illia Volochii <illia.volochii@gmail.com>
-License-File: LICENSE.txt
-Keywords: filepost,http,httplib,https,pooling,ssl,threadsafe,urllib
-Classifier: Environment :: Web Environment
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: WWW/HTTP
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: >=3.8
-Provides-Extra: brotli
-Requires-Dist: brotli>=1.0.9; (platform_python_implementation == 'CPython') and extra == 'brotli'
-Requires-Dist: brotlicffi>=0.8.0; (platform_python_implementation != 'CPython') and extra == 'brotli'
-Provides-Extra: h2
-Requires-Dist: h2<5,>=4; extra == 'h2'
-Provides-Extra: socks
-Requires-Dist: pysocks!=1.5.7,<2.0,>=1.5.6; extra == 'socks'
-Provides-Extra: zstd
-Requires-Dist: zstandard>=0.18.0; extra == 'zstd'
-Description-Content-Type: text/markdown
-
-<h1 align="center">
-
-![urllib3](https://github.com/urllib3/urllib3/raw/main/docs/_static/banner_github.svg)
-
-</h1>
-
-<p align="center">
-  <a href="https://pypi.org/project/urllib3"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/urllib3.svg?maxAge=86400" /></a>
-  <a href="https://pypi.org/project/urllib3"><img alt="Python Versions" src="https://img.shields.io/pypi/pyversions/urllib3.svg?maxAge=86400" /></a>
-  <a href="https://discord.gg/urllib3"><img alt="Join our Discord" src="https://img.shields.io/discord/756342717725933608?color=%237289da&label=discord" /></a>
-  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Coverage Status" src="https://img.shields.io/badge/coverage-100%25-success" /></a>
-  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Build Status on GitHub" src="https://github.com/urllib3/urllib3/workflows/CI/badge.svg" /></a>
-  <a href="https://urllib3.readthedocs.io"><img alt="Documentation Status" src="https://readthedocs.org/projects/urllib3/badge/?version=latest" /></a><br>
-  <a href="https://deps.dev/pypi/urllib3"><img alt="OpenSSF Scorecard" src="https://api.securityscorecards.dev/projects/github.com/urllib3/urllib3/badge" /></a>
-  <a href="https://slsa.dev"><img alt="SLSA 3" src="https://slsa.dev/images/gh-badge-level3.svg" /></a>
-  <a href="https://bestpractices.coreinfrastructure.org/projects/6227"><img alt="CII Best Practices" src="https://bestpractices.coreinfrastructure.org/projects/6227/badge" /></a>
-</p>
-
-urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
-Python ecosystem already uses urllib3 and you should too.
-urllib3 brings many critical features that are missing from the Python
-standard libraries:
-
-- Thread safety.
-- Connection pooling.
-- Client-side SSL/TLS verification.
-- File uploads with multipart encoding.
-- Helpers for retrying requests and dealing with HTTP redirects.
-- Support for gzip, deflate, brotli, and zstd encoding.
-- Proxy support for HTTP and SOCKS.
-- 100% test coverage.
-
-urllib3 is powerful and easy to use:
-
-```python3
->>> import urllib3
->>> resp = urllib3.request("GET", "http://httpbin.org/robots.txt")
->>> resp.status
-200
->>> resp.data
-b"User-agent: *\nDisallow: /deny\n"
-```
-
-## Installing
-
-urllib3 can be installed with [pip](https://pip.pypa.io):
-
-```bash
-$ python -m pip install urllib3
-```
-
-Alternatively, you can grab the latest source code from [GitHub](https://github.com/urllib3/urllib3):
-
-```bash
-$ git clone https://github.com/urllib3/urllib3.git
-$ cd urllib3
-$ pip install .
-```
-
-
-## Documentation
-
-urllib3 has usage and reference documentation at [urllib3.readthedocs.io](https://urllib3.readthedocs.io).
-
-
-## Community
-
-urllib3 has a [community Discord channel](https://discord.gg/urllib3) for asking questions and
-collaborating with other contributors. Drop by and say hello 👋
-
-
-## Contributing
-
-urllib3 happily accepts contributions. Please see our
-[contributing documentation](https://urllib3.readthedocs.io/en/latest/contributing.html)
-for some tips on getting started.
-
-
-## Security Disclosures
-
-To report a security vulnerability, please use the
-[Tidelift security contact](https://tidelift.com/security).
-Tidelift will coordinate the fix and disclosure with maintainers.
-
-
-## Maintainers
-
-- [@sethmlarson](https://github.com/sethmlarson) (Seth M. Larson)
-- [@pquentin](https://github.com/pquentin) (Quentin Pradet)
-- [@illia-v](https://github.com/illia-v) (Illia Volochii)
-- [@theacodes](https://github.com/theacodes) (Thea Flowers)
-- [@haikuginger](https://github.com/haikuginger) (Jess Shapiro)
-- [@lukasa](https://github.com/lukasa) (Cory Benfield)
-- [@sigmavirus24](https://github.com/sigmavirus24) (Ian Stapleton Cordasco)
-- [@shazow](https://github.com/shazow) (Andrey Petrov)
-
-👋
-
-
-## Sponsorship
-
-If your company benefits from this library, please consider [sponsoring its
-development](https://urllib3.readthedocs.io/en/latest/sponsors.html).
-
-
-## For Enterprise
-
-Professional support for urllib3 is available as part of the [Tidelift
-Subscription][1].  Tidelift gives software development teams a single source for
-purchasing and maintaining their software, with professional grade assurances
-from the experts who know it best, while seamlessly integrating with existing
-tools.
-
-[1]: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/RECORD b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
deleted file mode 100644
index 878c0d4f0..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
+++ /dev/null
@@ -1,75 +0,0 @@
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diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
deleted file mode 100644
index 516596c76..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
+++ /dev/null
@@ -1,4 +0,0 @@
-Wheel-Version: 1.0
-Generator: hatchling 1.24.2
-Root-Is-Purelib: true
-Tag: py3-none-any
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt b/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
deleted file mode 100644
index e6183d027..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2008-2020 Andrey Petrov and contributors.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/__init__.py
deleted file mode 100644
index 3fe782c8a..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/__init__.py
+++ /dev/null
@@ -1,211 +0,0 @@
-"""
-Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
-"""
-
-from __future__ import annotations
-
-# Set default logging handler to avoid "No handler found" warnings.
-import logging
-import sys
-import typing
-import warnings
-from logging import NullHandler
-
-from . import exceptions
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from ._version import __version__
-from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
-from .filepost import _TYPE_FIELDS, encode_multipart_formdata
-from .poolmanager import PoolManager, ProxyManager, proxy_from_url
-from .response import BaseHTTPResponse, HTTPResponse
-from .util.request import make_headers
-from .util.retry import Retry
-from .util.timeout import Timeout
-
-# Ensure that Python is compiled with OpenSSL 1.1.1+
-# If the 'ssl' module isn't available at all that's
-# fine, we only care if the module is available.
-try:
-    import ssl
-except ImportError:
-    pass
-else:
-    if not ssl.OPENSSL_VERSION.startswith("OpenSSL "):  # Defensive:
-        warnings.warn(
-            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
-            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
-            "See: https://github.com/urllib3/urllib3/issues/3020",
-            exceptions.NotOpenSSLWarning,
-        )
-    elif ssl.OPENSSL_VERSION_INFO < (1, 1, 1):  # Defensive:
-        raise ImportError(
-            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
-            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
-            "See: https://github.com/urllib3/urllib3/issues/2168"
-        )
-
-__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
-__license__ = "MIT"
-__version__ = __version__
-
-__all__ = (
-    "HTTPConnectionPool",
-    "HTTPHeaderDict",
-    "HTTPSConnectionPool",
-    "PoolManager",
-    "ProxyManager",
-    "HTTPResponse",
-    "Retry",
-    "Timeout",
-    "add_stderr_logger",
-    "connection_from_url",
-    "disable_warnings",
-    "encode_multipart_formdata",
-    "make_headers",
-    "proxy_from_url",
-    "request",
-    "BaseHTTPResponse",
-)
-
-logging.getLogger(__name__).addHandler(NullHandler())
-
-
-def add_stderr_logger(
-    level: int = logging.DEBUG,
-) -> logging.StreamHandler[typing.TextIO]:
-    """
-    Helper for quickly adding a StreamHandler to the logger. Useful for
-    debugging.
-
-    Returns the handler after adding it.
-    """
-    # This method needs to be in this __init__.py to get the __name__ correct
-    # even if urllib3 is vendored within another package.
-    logger = logging.getLogger(__name__)
-    handler = logging.StreamHandler()
-    handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
-    logger.addHandler(handler)
-    logger.setLevel(level)
-    logger.debug("Added a stderr logging handler to logger: %s", __name__)
-    return handler
-
-
-# ... Clean up.
-del NullHandler
-
-
-# All warning filters *must* be appended unless you're really certain that they
-# shouldn't be: otherwise, it's very hard for users to use most Python
-# mechanisms to silence them.
-# SecurityWarning's always go off by default.
-warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
-# InsecurePlatformWarning's don't vary between requests, so we keep it default.
-warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
-
-
-def disable_warnings(category: type[Warning] = exceptions.HTTPWarning) -> None:
-    """
-    Helper for quickly disabling all urllib3 warnings.
-    """
-    warnings.simplefilter("ignore", category)
-
-
-_DEFAULT_POOL = PoolManager()
-
-
-def request(
-    method: str,
-    url: str,
-    *,
-    body: _TYPE_BODY | None = None,
-    fields: _TYPE_FIELDS | None = None,
-    headers: typing.Mapping[str, str] | None = None,
-    preload_content: bool | None = True,
-    decode_content: bool | None = True,
-    redirect: bool | None = True,
-    retries: Retry | bool | int | None = None,
-    timeout: Timeout | float | int | None = 3,
-    json: typing.Any | None = None,
-) -> BaseHTTPResponse:
-    """
-    A convenience, top-level request method. It uses a module-global ``PoolManager`` instance.
-    Therefore, its side effects could be shared across dependencies relying on it.
-    To avoid side effects create a new ``PoolManager`` instance and use it instead.
-    The method does not accept low-level ``**urlopen_kw`` keyword arguments.
-
-    :param method:
-        HTTP request method (such as GET, POST, PUT, etc.)
-
-    :param url:
-        The URL to perform the request on.
-
-    :param body:
-        Data to send in the request body, either :class:`str`, :class:`bytes`,
-        an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-    :param fields:
-        Data to encode and send in the request body.
-
-    :param headers:
-        Dictionary of custom headers to send, such as User-Agent,
-        If-None-Match, etc.
-
-    :param bool preload_content:
-        If True, the response's body will be preloaded into memory.
-
-    :param bool decode_content:
-        If True, will attempt to decode the body based on the
-        'content-encoding' header.
-
-    :param redirect:
-        If True, automatically handle redirects (status codes 301, 302,
-        303, 307, 308). Each redirect counts as a retry. Disabling retries
-        will disable redirect, too.
-
-    :param retries:
-        Configure the number of retries to allow before raising a
-        :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-        If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
-        :class:`~urllib3.util.retry.Retry` object for fine-grained control
-        over different types of retries.
-        Pass an integer number to retry connection errors that many times,
-        but no other types of errors. Pass zero to never retry.
-
-        If ``False``, then retries are disabled and any exception is raised
-        immediately. Also, instead of raising a MaxRetryError on redirects,
-        the redirect response will be returned.
-
-    :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-    :param timeout:
-        If specified, overrides the default timeout for this one
-        request. It may be a float (in seconds) or an instance of
-        :class:`urllib3.util.Timeout`.
-
-    :param json:
-        Data to encode and send as JSON with UTF-encoded in the request body.
-        The ``"Content-Type"`` header will be set to ``"application/json"``
-        unless specified otherwise.
-    """
-
-    return _DEFAULT_POOL.request(
-        method,
-        url,
-        body=body,
-        fields=fields,
-        headers=headers,
-        preload_content=preload_content,
-        decode_content=decode_content,
-        redirect=redirect,
-        retries=retries,
-        timeout=timeout,
-        json=json,
-    )
-
-
-if sys.platform == "emscripten":
-    from .contrib.emscripten import inject_into_urllib3  # noqa: 401
-
-    inject_into_urllib3()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_base_connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_base_connection.py
deleted file mode 100644
index 29ca33487..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_base_connection.py
+++ /dev/null
@@ -1,172 +0,0 @@
-from __future__ import annotations
-
-import typing
-
-from .util.connection import _TYPE_SOCKET_OPTIONS
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-from .util.url import Url
-
-_TYPE_BODY = typing.Union[bytes, typing.IO[typing.Any], typing.Iterable[bytes], str]
-
-
-class ProxyConfig(typing.NamedTuple):
-    ssl_context: ssl.SSLContext | None
-    use_forwarding_for_https: bool
-    assert_hostname: None | str | typing.Literal[False]
-    assert_fingerprint: str | None
-
-
-class _ResponseOptions(typing.NamedTuple):
-    # TODO: Remove this in favor of a better
-    # HTTP request/response lifecycle tracking.
-    request_method: str
-    request_url: str
-    preload_content: bool
-    decode_content: bool
-    enforce_content_length: bool
-
-
-if typing.TYPE_CHECKING:
-    import ssl
-    from typing import Protocol
-
-    from .response import BaseHTTPResponse
-
-    class BaseHTTPConnection(Protocol):
-        default_port: typing.ClassVar[int]
-        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-        host: str
-        port: int
-        timeout: None | (
-            float
-        )  # Instance doesn't store _DEFAULT_TIMEOUT, must be resolved.
-        blocksize: int
-        source_address: tuple[str, int] | None
-        socket_options: _TYPE_SOCKET_OPTIONS | None
-
-        proxy: Url | None
-        proxy_config: ProxyConfig | None
-
-        is_verified: bool
-        proxy_is_verified: bool | None
-
-        def __init__(
-            self,
-            host: str,
-            port: int | None = None,
-            *,
-            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-            source_address: tuple[str, int] | None = None,
-            blocksize: int = 8192,
-            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
-            proxy: Url | None = None,
-            proxy_config: ProxyConfig | None = None,
-        ) -> None:
-            ...
-
-        def set_tunnel(
-            self,
-            host: str,
-            port: int | None = None,
-            headers: typing.Mapping[str, str] | None = None,
-            scheme: str = "http",
-        ) -> None:
-            ...
-
-        def connect(self) -> None:
-            ...
-
-        def request(
-            self,
-            method: str,
-            url: str,
-            body: _TYPE_BODY | None = None,
-            headers: typing.Mapping[str, str] | None = None,
-            # We know *at least* botocore is depending on the order of the
-            # first 3 parameters so to be safe we only mark the later ones
-            # as keyword-only to ensure we have space to extend.
-            *,
-            chunked: bool = False,
-            preload_content: bool = True,
-            decode_content: bool = True,
-            enforce_content_length: bool = True,
-        ) -> None:
-            ...
-
-        def getresponse(self) -> BaseHTTPResponse:
-            ...
-
-        def close(self) -> None:
-            ...
-
-        @property
-        def is_closed(self) -> bool:
-            """Whether the connection either is brand new or has been previously closed.
-            If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
-            properties must be False.
-            """
-
-        @property
-        def is_connected(self) -> bool:
-            """Whether the connection is actively connected to any origin (proxy or target)"""
-
-        @property
-        def has_connected_to_proxy(self) -> bool:
-            """Whether the connection has successfully connected to its proxy.
-            This returns False if no proxy is in use. Used to determine whether
-            errors are coming from the proxy layer or from tunnelling to the target origin.
-            """
-
-    class BaseHTTPSConnection(BaseHTTPConnection, Protocol):
-        default_port: typing.ClassVar[int]
-        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-        # Certificate verification methods
-        cert_reqs: int | str | None
-        assert_hostname: None | str | typing.Literal[False]
-        assert_fingerprint: str | None
-        ssl_context: ssl.SSLContext | None
-
-        # Trusted CAs
-        ca_certs: str | None
-        ca_cert_dir: str | None
-        ca_cert_data: None | str | bytes
-
-        # TLS version
-        ssl_minimum_version: int | None
-        ssl_maximum_version: int | None
-        ssl_version: int | str | None  # Deprecated
-
-        # Client certificates
-        cert_file: str | None
-        key_file: str | None
-        key_password: str | None
-
-        def __init__(
-            self,
-            host: str,
-            port: int | None = None,
-            *,
-            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-            source_address: tuple[str, int] | None = None,
-            blocksize: int = 16384,
-            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
-            proxy: Url | None = None,
-            proxy_config: ProxyConfig | None = None,
-            cert_reqs: int | str | None = None,
-            assert_hostname: None | str | typing.Literal[False] = None,
-            assert_fingerprint: str | None = None,
-            server_hostname: str | None = None,
-            ssl_context: ssl.SSLContext | None = None,
-            ca_certs: str | None = None,
-            ca_cert_dir: str | None = None,
-            ca_cert_data: None | str | bytes = None,
-            ssl_minimum_version: int | None = None,
-            ssl_maximum_version: int | None = None,
-            ssl_version: int | str | None = None,  # Deprecated
-            cert_file: str | None = None,
-            key_file: str | None = None,
-            key_password: str | None = None,
-        ) -> None:
-            ...
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_collections.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_collections.py
deleted file mode 100644
index 8a4409a12..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_collections.py
+++ /dev/null
@@ -1,483 +0,0 @@
-from __future__ import annotations
-
-import typing
-from collections import OrderedDict
-from enum import Enum, auto
-from threading import RLock
-
-if typing.TYPE_CHECKING:
-    # We can only import Protocol if TYPE_CHECKING because it's a development
-    # dependency, and is not available at runtime.
-    from typing import Protocol
-
-    from typing_extensions import Self
-
-    class HasGettableStringKeys(Protocol):
-        def keys(self) -> typing.Iterator[str]:
-            ...
-
-        def __getitem__(self, key: str) -> str:
-            ...
-
-
-__all__ = ["RecentlyUsedContainer", "HTTPHeaderDict"]
-
-
-# Key type
-_KT = typing.TypeVar("_KT")
-# Value type
-_VT = typing.TypeVar("_VT")
-# Default type
-_DT = typing.TypeVar("_DT")
-
-ValidHTTPHeaderSource = typing.Union[
-    "HTTPHeaderDict",
-    typing.Mapping[str, str],
-    typing.Iterable[typing.Tuple[str, str]],
-    "HasGettableStringKeys",
-]
-
-
-class _Sentinel(Enum):
-    not_passed = auto()
-
-
-def ensure_can_construct_http_header_dict(
-    potential: object,
-) -> ValidHTTPHeaderSource | None:
-    if isinstance(potential, HTTPHeaderDict):
-        return potential
-    elif isinstance(potential, typing.Mapping):
-        # Full runtime checking of the contents of a Mapping is expensive, so for the
-        # purposes of typechecking, we assume that any Mapping is the right shape.
-        return typing.cast(typing.Mapping[str, str], potential)
-    elif isinstance(potential, typing.Iterable):
-        # Similarly to Mapping, full runtime checking of the contents of an Iterable is
-        # expensive, so for the purposes of typechecking, we assume that any Iterable
-        # is the right shape.
-        return typing.cast(typing.Iterable[typing.Tuple[str, str]], potential)
-    elif hasattr(potential, "keys") and hasattr(potential, "__getitem__"):
-        return typing.cast("HasGettableStringKeys", potential)
-    else:
-        return None
-
-
-class RecentlyUsedContainer(typing.Generic[_KT, _VT], typing.MutableMapping[_KT, _VT]):
-    """
-    Provides a thread-safe dict-like container which maintains up to
-    ``maxsize`` keys while throwing away the least-recently-used keys beyond
-    ``maxsize``.
-
-    :param maxsize:
-        Maximum number of recent elements to retain.
-
-    :param dispose_func:
-        Every time an item is evicted from the container,
-        ``dispose_func(value)`` is called.  Callback which will get called
-    """
-
-    _container: typing.OrderedDict[_KT, _VT]
-    _maxsize: int
-    dispose_func: typing.Callable[[_VT], None] | None
-    lock: RLock
-
-    def __init__(
-        self,
-        maxsize: int = 10,
-        dispose_func: typing.Callable[[_VT], None] | None = None,
-    ) -> None:
-        super().__init__()
-        self._maxsize = maxsize
-        self.dispose_func = dispose_func
-        self._container = OrderedDict()
-        self.lock = RLock()
-
-    def __getitem__(self, key: _KT) -> _VT:
-        # Re-insert the item, moving it to the end of the eviction line.
-        with self.lock:
-            item = self._container.pop(key)
-            self._container[key] = item
-            return item
-
-    def __setitem__(self, key: _KT, value: _VT) -> None:
-        evicted_item = None
-        with self.lock:
-            # Possibly evict the existing value of 'key'
-            try:
-                # If the key exists, we'll overwrite it, which won't change the
-                # size of the pool. Because accessing a key should move it to
-                # the end of the eviction line, we pop it out first.
-                evicted_item = key, self._container.pop(key)
-                self._container[key] = value
-            except KeyError:
-                # When the key does not exist, we insert the value first so that
-                # evicting works in all cases, including when self._maxsize is 0
-                self._container[key] = value
-                if len(self._container) > self._maxsize:
-                    # If we didn't evict an existing value, and we've hit our maximum
-                    # size, then we have to evict the least recently used item from
-                    # the beginning of the container.
-                    evicted_item = self._container.popitem(last=False)
-
-        # After releasing the lock on the pool, dispose of any evicted value.
-        if evicted_item is not None and self.dispose_func:
-            _, evicted_value = evicted_item
-            self.dispose_func(evicted_value)
-
-    def __delitem__(self, key: _KT) -> None:
-        with self.lock:
-            value = self._container.pop(key)
-
-        if self.dispose_func:
-            self.dispose_func(value)
-
-    def __len__(self) -> int:
-        with self.lock:
-            return len(self._container)
-
-    def __iter__(self) -> typing.NoReturn:
-        raise NotImplementedError(
-            "Iteration over this class is unlikely to be threadsafe."
-        )
-
-    def clear(self) -> None:
-        with self.lock:
-            # Copy pointers to all values, then wipe the mapping
-            values = list(self._container.values())
-            self._container.clear()
-
-        if self.dispose_func:
-            for value in values:
-                self.dispose_func(value)
-
-    def keys(self) -> set[_KT]:  # type: ignore[override]
-        with self.lock:
-            return set(self._container.keys())
-
-
-class HTTPHeaderDictItemView(typing.Set[typing.Tuple[str, str]]):
-    """
-    HTTPHeaderDict is unusual for a Mapping[str, str] in that it has two modes of
-    address.
-
-    If we directly try to get an item with a particular name, we will get a string
-    back that is the concatenated version of all the values:
-
-    >>> d['X-Header-Name']
-    'Value1, Value2, Value3'
-
-    However, if we iterate over an HTTPHeaderDict's items, we will optionally combine
-    these values based on whether combine=True was called when building up the dictionary
-
-    >>> d = HTTPHeaderDict({"A": "1", "B": "foo"})
-    >>> d.add("A", "2", combine=True)
-    >>> d.add("B", "bar")
-    >>> list(d.items())
-    [
-        ('A', '1, 2'),
-        ('B', 'foo'),
-        ('B', 'bar'),
-    ]
-
-    This class conforms to the interface required by the MutableMapping ABC while
-    also giving us the nonstandard iteration behavior we want; items with duplicate
-    keys, ordered by time of first insertion.
-    """
-
-    _headers: HTTPHeaderDict
-
-    def __init__(self, headers: HTTPHeaderDict) -> None:
-        self._headers = headers
-
-    def __len__(self) -> int:
-        return len(list(self._headers.iteritems()))
-
-    def __iter__(self) -> typing.Iterator[tuple[str, str]]:
-        return self._headers.iteritems()
-
-    def __contains__(self, item: object) -> bool:
-        if isinstance(item, tuple) and len(item) == 2:
-            passed_key, passed_val = item
-            if isinstance(passed_key, str) and isinstance(passed_val, str):
-                return self._headers._has_value_for_header(passed_key, passed_val)
-        return False
-
-
-class HTTPHeaderDict(typing.MutableMapping[str, str]):
-    """
-    :param headers:
-        An iterable of field-value pairs. Must not contain multiple field names
-        when compared case-insensitively.
-
-    :param kwargs:
-        Additional field-value pairs to pass in to ``dict.update``.
-
-    A ``dict`` like container for storing HTTP Headers.
-
-    Field names are stored and compared case-insensitively in compliance with
-    RFC 7230. Iteration provides the first case-sensitive key seen for each
-    case-insensitive pair.
-
-    Using ``__setitem__`` syntax overwrites fields that compare equal
-    case-insensitively in order to maintain ``dict``'s api. For fields that
-    compare equal, instead create a new ``HTTPHeaderDict`` and use ``.add``
-    in a loop.
-
-    If multiple fields that are equal case-insensitively are passed to the
-    constructor or ``.update``, the behavior is undefined and some will be
-    lost.
-
-    >>> headers = HTTPHeaderDict()
-    >>> headers.add('Set-Cookie', 'foo=bar')
-    >>> headers.add('set-cookie', 'baz=quxx')
-    >>> headers['content-length'] = '7'
-    >>> headers['SET-cookie']
-    'foo=bar, baz=quxx'
-    >>> headers['Content-Length']
-    '7'
-    """
-
-    _container: typing.MutableMapping[str, list[str]]
-
-    def __init__(self, headers: ValidHTTPHeaderSource | None = None, **kwargs: str):
-        super().__init__()
-        self._container = {}  # 'dict' is insert-ordered
-        if headers is not None:
-            if isinstance(headers, HTTPHeaderDict):
-                self._copy_from(headers)
-            else:
-                self.extend(headers)
-        if kwargs:
-            self.extend(kwargs)
-
-    def __setitem__(self, key: str, val: str) -> None:
-        # avoid a bytes/str comparison by decoding before httplib
-        if isinstance(key, bytes):
-            key = key.decode("latin-1")
-        self._container[key.lower()] = [key, val]
-
-    def __getitem__(self, key: str) -> str:
-        val = self._container[key.lower()]
-        return ", ".join(val[1:])
-
-    def __delitem__(self, key: str) -> None:
-        del self._container[key.lower()]
-
-    def __contains__(self, key: object) -> bool:
-        if isinstance(key, str):
-            return key.lower() in self._container
-        return False
-
-    def setdefault(self, key: str, default: str = "") -> str:
-        return super().setdefault(key, default)
-
-    def __eq__(self, other: object) -> bool:
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return False
-        else:
-            other_as_http_header_dict = type(self)(maybe_constructable)
-
-        return {k.lower(): v for k, v in self.itermerged()} == {
-            k.lower(): v for k, v in other_as_http_header_dict.itermerged()
-        }
-
-    def __ne__(self, other: object) -> bool:
-        return not self.__eq__(other)
-
-    def __len__(self) -> int:
-        return len(self._container)
-
-    def __iter__(self) -> typing.Iterator[str]:
-        # Only provide the originally cased names
-        for vals in self._container.values():
-            yield vals[0]
-
-    def discard(self, key: str) -> None:
-        try:
-            del self[key]
-        except KeyError:
-            pass
-
-    def add(self, key: str, val: str, *, combine: bool = False) -> None:
-        """Adds a (name, value) pair, doesn't overwrite the value if it already
-        exists.
-
-        If this is called with combine=True, instead of adding a new header value
-        as a distinct item during iteration, this will instead append the value to
-        any existing header value with a comma. If no existing header value exists
-        for the key, then the value will simply be added, ignoring the combine parameter.
-
-        >>> headers = HTTPHeaderDict(foo='bar')
-        >>> headers.add('Foo', 'baz')
-        >>> headers['foo']
-        'bar, baz'
-        >>> list(headers.items())
-        [('foo', 'bar'), ('foo', 'baz')]
-        >>> headers.add('foo', 'quz', combine=True)
-        >>> list(headers.items())
-        [('foo', 'bar, baz, quz')]
-        """
-        # avoid a bytes/str comparison by decoding before httplib
-        if isinstance(key, bytes):
-            key = key.decode("latin-1")
-        key_lower = key.lower()
-        new_vals = [key, val]
-        # Keep the common case aka no item present as fast as possible
-        vals = self._container.setdefault(key_lower, new_vals)
-        if new_vals is not vals:
-            # if there are values here, then there is at least the initial
-            # key/value pair
-            assert len(vals) >= 2
-            if combine:
-                vals[-1] = vals[-1] + ", " + val
-            else:
-                vals.append(val)
-
-    def extend(self, *args: ValidHTTPHeaderSource, **kwargs: str) -> None:
-        """Generic import function for any type of header-like object.
-        Adapted version of MutableMapping.update in order to insert items
-        with self.add instead of self.__setitem__
-        """
-        if len(args) > 1:
-            raise TypeError(
-                f"extend() takes at most 1 positional arguments ({len(args)} given)"
-            )
-        other = args[0] if len(args) >= 1 else ()
-
-        if isinstance(other, HTTPHeaderDict):
-            for key, val in other.iteritems():
-                self.add(key, val)
-        elif isinstance(other, typing.Mapping):
-            for key, val in other.items():
-                self.add(key, val)
-        elif isinstance(other, typing.Iterable):
-            other = typing.cast(typing.Iterable[typing.Tuple[str, str]], other)
-            for key, value in other:
-                self.add(key, value)
-        elif hasattr(other, "keys") and hasattr(other, "__getitem__"):
-            # THIS IS NOT A TYPESAFE BRANCH
-            # In this branch, the object has a `keys` attr but is not a Mapping or any of
-            # the other types indicated in the method signature. We do some stuff with
-            # it as though it partially implements the Mapping interface, but we're not
-            # doing that stuff safely AT ALL.
-            for key in other.keys():
-                self.add(key, other[key])
-
-        for key, value in kwargs.items():
-            self.add(key, value)
-
-    @typing.overload
-    def getlist(self, key: str) -> list[str]:
-        ...
-
-    @typing.overload
-    def getlist(self, key: str, default: _DT) -> list[str] | _DT:
-        ...
-
-    def getlist(
-        self, key: str, default: _Sentinel | _DT = _Sentinel.not_passed
-    ) -> list[str] | _DT:
-        """Returns a list of all the values for the named field. Returns an
-        empty list if the key doesn't exist."""
-        try:
-            vals = self._container[key.lower()]
-        except KeyError:
-            if default is _Sentinel.not_passed:
-                # _DT is unbound; empty list is instance of List[str]
-                return []
-            # _DT is bound; default is instance of _DT
-            return default
-        else:
-            # _DT may or may not be bound; vals[1:] is instance of List[str], which
-            # meets our external interface requirement of `Union[List[str], _DT]`.
-            return vals[1:]
-
-    def _prepare_for_method_change(self) -> Self:
-        """
-        Remove content-specific header fields before changing the request
-        method to GET or HEAD according to RFC 9110, Section 15.4.
-        """
-        content_specific_headers = [
-            "Content-Encoding",
-            "Content-Language",
-            "Content-Location",
-            "Content-Type",
-            "Content-Length",
-            "Digest",
-            "Last-Modified",
-        ]
-        for header in content_specific_headers:
-            self.discard(header)
-        return self
-
-    # Backwards compatibility for httplib
-    getheaders = getlist
-    getallmatchingheaders = getlist
-    iget = getlist
-
-    # Backwards compatibility for http.cookiejar
-    get_all = getlist
-
-    def __repr__(self) -> str:
-        return f"{type(self).__name__}({dict(self.itermerged())})"
-
-    def _copy_from(self, other: HTTPHeaderDict) -> None:
-        for key in other:
-            val = other.getlist(key)
-            self._container[key.lower()] = [key, *val]
-
-    def copy(self) -> Self:
-        clone = type(self)()
-        clone._copy_from(self)
-        return clone
-
-    def iteritems(self) -> typing.Iterator[tuple[str, str]]:
-        """Iterate over all header lines, including duplicate ones."""
-        for key in self:
-            vals = self._container[key.lower()]
-            for val in vals[1:]:
-                yield vals[0], val
-
-    def itermerged(self) -> typing.Iterator[tuple[str, str]]:
-        """Iterate over all headers, merging duplicate ones together."""
-        for key in self:
-            val = self._container[key.lower()]
-            yield val[0], ", ".join(val[1:])
-
-    def items(self) -> HTTPHeaderDictItemView:  # type: ignore[override]
-        return HTTPHeaderDictItemView(self)
-
-    def _has_value_for_header(self, header_name: str, potential_value: str) -> bool:
-        if header_name in self:
-            return potential_value in self._container[header_name.lower()][1:]
-        return False
-
-    def __ior__(self, other: object) -> HTTPHeaderDict:
-        # Supports extending a header dict in-place using operator |=
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        self.extend(maybe_constructable)
-        return self
-
-    def __or__(self, other: object) -> Self:
-        # Supports merging header dicts using operator |
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        result = self.copy()
-        result.extend(maybe_constructable)
-        return result
-
-    def __ror__(self, other: object) -> Self:
-        # Supports merging header dicts using operator | when other is on left side
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        result = type(self)(maybe_constructable)
-        result.extend(self)
-        return result
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_request_methods.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_request_methods.py
deleted file mode 100644
index 632042f03..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_request_methods.py
+++ /dev/null
@@ -1,279 +0,0 @@
-from __future__ import annotations
-
-import json as _json
-import typing
-from urllib.parse import urlencode
-
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from .filepost import _TYPE_FIELDS, encode_multipart_formdata
-from .response import BaseHTTPResponse
-
-__all__ = ["RequestMethods"]
-
-_TYPE_ENCODE_URL_FIELDS = typing.Union[
-    typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]],
-    typing.Mapping[str, typing.Union[str, bytes]],
-]
-
-
-class RequestMethods:
-    """
-    Convenience mixin for classes who implement a :meth:`urlopen` method, such
-    as :class:`urllib3.HTTPConnectionPool` and
-    :class:`urllib3.PoolManager`.
-
-    Provides behavior for making common types of HTTP request methods and
-    decides which type of request field encoding to use.
-
-    Specifically,
-
-    :meth:`.request_encode_url` is for sending requests whose fields are
-    encoded in the URL (such as GET, HEAD, DELETE).
-
-    :meth:`.request_encode_body` is for sending requests whose fields are
-    encoded in the *body* of the request using multipart or www-form-urlencoded
-    (such as for POST, PUT, PATCH).
-
-    :meth:`.request` is for making any kind of request, it will look up the
-    appropriate encoding format and use one of the above two methods to make
-    the request.
-
-    Initializer parameters:
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-    """
-
-    _encode_url_methods = {"DELETE", "GET", "HEAD", "OPTIONS"}
-
-    def __init__(self, headers: typing.Mapping[str, str] | None = None) -> None:
-        self.headers = headers or {}
-
-    def urlopen(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        encode_multipart: bool = True,
-        multipart_boundary: str | None = None,
-        **kw: typing.Any,
-    ) -> BaseHTTPResponse:  # Abstract
-        raise NotImplementedError(
-            "Classes extending RequestMethods must implement "
-            "their own ``urlopen`` method."
-        )
-
-    def request(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        fields: _TYPE_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        json: typing.Any | None = None,
-        **urlopen_kw: typing.Any,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the appropriate encoding of
-        ``fields`` based on the ``method`` used.
-
-        This is a convenience method that requires the least amount of manual
-        effort. It can be used in most situations, while still having the
-        option to drop down to more specific methods when necessary, such as
-        :meth:`request_encode_url`, :meth:`request_encode_body`,
-        or even the lowest level :meth:`urlopen`.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param fields:
-            Data to encode and send in the request body.  Values are processed
-            by :func:`urllib.parse.urlencode`.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param json:
-            Data to encode and send as JSON with UTF-encoded in the request body.
-            The ``"Content-Type"`` header will be set to ``"application/json"``
-            unless specified otherwise.
-        """
-        method = method.upper()
-
-        if json is not None and body is not None:
-            raise TypeError(
-                "request got values for both 'body' and 'json' parameters which are mutually exclusive"
-            )
-
-        if json is not None:
-            if headers is None:
-                headers = self.headers
-
-            if not ("content-type" in map(str.lower, headers.keys())):
-                headers = HTTPHeaderDict(headers)
-                headers["Content-Type"] = "application/json"
-
-            body = _json.dumps(json, separators=(",", ":"), ensure_ascii=False).encode(
-                "utf-8"
-            )
-
-        if body is not None:
-            urlopen_kw["body"] = body
-
-        if method in self._encode_url_methods:
-            return self.request_encode_url(
-                method,
-                url,
-                fields=fields,  # type: ignore[arg-type]
-                headers=headers,
-                **urlopen_kw,
-            )
-        else:
-            return self.request_encode_body(
-                method, url, fields=fields, headers=headers, **urlopen_kw
-            )
-
-    def request_encode_url(
-        self,
-        method: str,
-        url: str,
-        fields: _TYPE_ENCODE_URL_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        **urlopen_kw: str,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the ``fields`` encoded in
-        the url. This is useful for request methods like GET, HEAD, DELETE, etc.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param fields:
-            Data to encode and send in the request body.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-        """
-        if headers is None:
-            headers = self.headers
-
-        extra_kw: dict[str, typing.Any] = {"headers": headers}
-        extra_kw.update(urlopen_kw)
-
-        if fields:
-            url += "?" + urlencode(fields)
-
-        return self.urlopen(method, url, **extra_kw)
-
-    def request_encode_body(
-        self,
-        method: str,
-        url: str,
-        fields: _TYPE_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        encode_multipart: bool = True,
-        multipart_boundary: str | None = None,
-        **urlopen_kw: str,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the ``fields`` encoded in
-        the body. This is useful for request methods like POST, PUT, PATCH, etc.
-
-        When ``encode_multipart=True`` (default), then
-        :func:`urllib3.encode_multipart_formdata` is used to encode
-        the payload with the appropriate content type. Otherwise
-        :func:`urllib.parse.urlencode` is used with the
-        'application/x-www-form-urlencoded' content type.
-
-        Multipart encoding must be used when posting files, and it's reasonably
-        safe to use it in other times too. However, it may break request
-        signing, such as with OAuth.
-
-        Supports an optional ``fields`` parameter of key/value strings AND
-        key/filetuple. A filetuple is a (filename, data, MIME type) tuple where
-        the MIME type is optional. For example::
-
-            fields = {
-                'foo': 'bar',
-                'fakefile': ('foofile.txt', 'contents of foofile'),
-                'realfile': ('barfile.txt', open('realfile').read()),
-                'typedfile': ('bazfile.bin', open('bazfile').read(),
-                              'image/jpeg'),
-                'nonamefile': 'contents of nonamefile field',
-            }
-
-        When uploading a file, providing a filename (the first parameter of the
-        tuple) is optional but recommended to best mimic behavior of browsers.
-
-        Note that if ``headers`` are supplied, the 'Content-Type' header will
-        be overwritten because it depends on the dynamic random boundary string
-        which is used to compose the body of the request. The random boundary
-        string can be explicitly set with the ``multipart_boundary`` parameter.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param fields:
-            Data to encode and send in the request body.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param encode_multipart:
-            If True, encode the ``fields`` using the multipart/form-data MIME
-            format.
-
-        :param multipart_boundary:
-            If not specified, then a random boundary will be generated using
-            :func:`urllib3.filepost.choose_boundary`.
-        """
-        if headers is None:
-            headers = self.headers
-
-        extra_kw: dict[str, typing.Any] = {"headers": HTTPHeaderDict(headers)}
-        body: bytes | str
-
-        if fields:
-            if "body" in urlopen_kw:
-                raise TypeError(
-                    "request got values for both 'fields' and 'body', can only specify one."
-                )
-
-            if encode_multipart:
-                body, content_type = encode_multipart_formdata(
-                    fields, boundary=multipart_boundary
-                )
-            else:
-                body, content_type = (
-                    urlencode(fields),  # type: ignore[arg-type]
-                    "application/x-www-form-urlencoded",
-                )
-
-            extra_kw["body"] = body
-            extra_kw["headers"].setdefault("Content-Type", content_type)
-
-        extra_kw.update(urlopen_kw)
-
-        return self.urlopen(method, url, **extra_kw)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_version.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_version.py
deleted file mode 100644
index 7442f2b84..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/_version.py
+++ /dev/null
@@ -1,4 +0,0 @@
-# This file is protected via CODEOWNERS
-from __future__ import annotations
-
-__version__ = "2.2.2"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connection.py
deleted file mode 100644
index 1b1627920..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connection.py
+++ /dev/null
@@ -1,929 +0,0 @@
-from __future__ import annotations
-
-import datetime
-import logging
-import os
-import re
-import socket
-import sys
-import typing
-import warnings
-from http.client import HTTPConnection as _HTTPConnection
-from http.client import HTTPException as HTTPException  # noqa: F401
-from http.client import ResponseNotReady
-from socket import timeout as SocketTimeout
-
-if typing.TYPE_CHECKING:
-    from .response import HTTPResponse
-    from .util.ssl_ import _TYPE_PEER_CERT_RET_DICT
-    from .util.ssltransport import SSLTransport
-
-from ._collections import HTTPHeaderDict
-from .util.response import assert_header_parsing
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT, Timeout
-from .util.util import to_str
-from .util.wait import wait_for_read
-
-try:  # Compiled with SSL?
-    import ssl
-
-    BaseSSLError = ssl.SSLError
-except (ImportError, AttributeError):
-    ssl = None  # type: ignore[assignment]
-
-    class BaseSSLError(BaseException):  # type: ignore[no-redef]
-        pass
-
-
-from ._base_connection import _TYPE_BODY
-from ._base_connection import ProxyConfig as ProxyConfig
-from ._base_connection import _ResponseOptions as _ResponseOptions
-from ._version import __version__
-from .exceptions import (
-    ConnectTimeoutError,
-    HeaderParsingError,
-    NameResolutionError,
-    NewConnectionError,
-    ProxyError,
-    SystemTimeWarning,
-)
-from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection, ssl_
-from .util.request import body_to_chunks
-from .util.ssl_ import assert_fingerprint as _assert_fingerprint
-from .util.ssl_ import (
-    create_urllib3_context,
-    is_ipaddress,
-    resolve_cert_reqs,
-    resolve_ssl_version,
-    ssl_wrap_socket,
-)
-from .util.ssl_match_hostname import CertificateError, match_hostname
-from .util.url import Url
-
-# Not a no-op, we're adding this to the namespace so it can be imported.
-ConnectionError = ConnectionError
-BrokenPipeError = BrokenPipeError
-
-
-log = logging.getLogger(__name__)
-
-port_by_scheme = {"http": 80, "https": 443}
-
-# When it comes time to update this value as a part of regular maintenance
-# (ie test_recent_date is failing) update it to ~6 months before the current date.
-RECENT_DATE = datetime.date(2023, 6, 1)
-
-_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
-
-_HAS_SYS_AUDIT = hasattr(sys, "audit")
-
-
-class HTTPConnection(_HTTPConnection):
-    """
-    Based on :class:`http.client.HTTPConnection` but provides an extra constructor
-    backwards-compatibility layer between older and newer Pythons.
-
-    Additional keyword parameters are used to configure attributes of the connection.
-    Accepted parameters include:
-
-    - ``source_address``: Set the source address for the current connection.
-    - ``socket_options``: Set specific options on the underlying socket. If not specified, then
-      defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
-      Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
-
-      For example, if you wish to enable TCP Keep Alive in addition to the defaults,
-      you might pass:
-
-      .. code-block:: python
-
-         HTTPConnection.default_socket_options + [
-             (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
-         ]
-
-      Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
-    """
-
-    default_port: typing.ClassVar[int] = port_by_scheme["http"]  # type: ignore[misc]
-
-    #: Disable Nagle's algorithm by default.
-    #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
-    default_socket_options: typing.ClassVar[connection._TYPE_SOCKET_OPTIONS] = [
-        (socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)
-    ]
-
-    #: Whether this connection verifies the host's certificate.
-    is_verified: bool = False
-
-    #: Whether this proxy connection verified the proxy host's certificate.
-    # If no proxy is currently connected to the value will be ``None``.
-    proxy_is_verified: bool | None = None
-
-    blocksize: int
-    source_address: tuple[str, int] | None
-    socket_options: connection._TYPE_SOCKET_OPTIONS | None
-
-    _has_connected_to_proxy: bool
-    _response_options: _ResponseOptions | None
-    _tunnel_host: str | None
-    _tunnel_port: int | None
-    _tunnel_scheme: str | None
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | (connection._TYPE_SOCKET_OPTIONS) = default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-    ) -> None:
-        super().__init__(
-            host=host,
-            port=port,
-            timeout=Timeout.resolve_default_timeout(timeout),
-            source_address=source_address,
-            blocksize=blocksize,
-        )
-        self.socket_options = socket_options
-        self.proxy = proxy
-        self.proxy_config = proxy_config
-
-        self._has_connected_to_proxy = False
-        self._response_options = None
-        self._tunnel_host: str | None = None
-        self._tunnel_port: int | None = None
-        self._tunnel_scheme: str | None = None
-
-    @property
-    def host(self) -> str:
-        """
-        Getter method to remove any trailing dots that indicate the hostname is an FQDN.
-
-        In general, SSL certificates don't include the trailing dot indicating a
-        fully-qualified domain name, and thus, they don't validate properly when
-        checked against a domain name that includes the dot. In addition, some
-        servers may not expect to receive the trailing dot when provided.
-
-        However, the hostname with trailing dot is critical to DNS resolution; doing a
-        lookup with the trailing dot will properly only resolve the appropriate FQDN,
-        whereas a lookup without a trailing dot will search the system's search domain
-        list. Thus, it's important to keep the original host around for use only in
-        those cases where it's appropriate (i.e., when doing DNS lookup to establish the
-        actual TCP connection across which we're going to send HTTP requests).
-        """
-        return self._dns_host.rstrip(".")
-
-    @host.setter
-    def host(self, value: str) -> None:
-        """
-        Setter for the `host` property.
-
-        We assume that only urllib3 uses the _dns_host attribute; httplib itself
-        only uses `host`, and it seems reasonable that other libraries follow suit.
-        """
-        self._dns_host = value
-
-    def _new_conn(self) -> socket.socket:
-        """Establish a socket connection and set nodelay settings on it.
-
-        :return: New socket connection.
-        """
-        try:
-            sock = connection.create_connection(
-                (self._dns_host, self.port),
-                self.timeout,
-                source_address=self.source_address,
-                socket_options=self.socket_options,
-            )
-        except socket.gaierror as e:
-            raise NameResolutionError(self.host, self, e) from e
-        except SocketTimeout as e:
-            raise ConnectTimeoutError(
-                self,
-                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-            ) from e
-
-        except OSError as e:
-            raise NewConnectionError(
-                self, f"Failed to establish a new connection: {e}"
-            ) from e
-
-        # Audit hooks are only available in Python 3.8+
-        if _HAS_SYS_AUDIT:
-            sys.audit("http.client.connect", self, self.host, self.port)
-
-        return sock
-
-    def set_tunnel(
-        self,
-        host: str,
-        port: int | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        scheme: str = "http",
-    ) -> None:
-        if scheme not in ("http", "https"):
-            raise ValueError(
-                f"Invalid proxy scheme for tunneling: {scheme!r}, must be either 'http' or 'https'"
-            )
-        super().set_tunnel(host, port=port, headers=headers)
-        self._tunnel_scheme = scheme
-
-    def connect(self) -> None:
-        self.sock = self._new_conn()
-        if self._tunnel_host:
-            # If we're tunneling it means we're connected to our proxy.
-            self._has_connected_to_proxy = True
-
-            # TODO: Fix tunnel so it doesn't depend on self.sock state.
-            self._tunnel()  # type: ignore[attr-defined]
-
-        # If there's a proxy to be connected to we are fully connected.
-        # This is set twice (once above and here) due to forwarding proxies
-        # not using tunnelling.
-        self._has_connected_to_proxy = bool(self.proxy)
-
-        if self._has_connected_to_proxy:
-            self.proxy_is_verified = False
-
-    @property
-    def is_closed(self) -> bool:
-        return self.sock is None
-
-    @property
-    def is_connected(self) -> bool:
-        if self.sock is None:
-            return False
-        return not wait_for_read(self.sock, timeout=0.0)
-
-    @property
-    def has_connected_to_proxy(self) -> bool:
-        return self._has_connected_to_proxy
-
-    @property
-    def proxy_is_forwarding(self) -> bool:
-        """
-        Return True if a forwarding proxy is configured, else return False
-        """
-        return bool(self.proxy) and self._tunnel_host is None
-
-    def close(self) -> None:
-        try:
-            super().close()
-        finally:
-            # Reset all stateful properties so connection
-            # can be re-used without leaking prior configs.
-            self.sock = None
-            self.is_verified = False
-            self.proxy_is_verified = None
-            self._has_connected_to_proxy = False
-            self._response_options = None
-            self._tunnel_host = None
-            self._tunnel_port = None
-            self._tunnel_scheme = None
-
-    def putrequest(
-        self,
-        method: str,
-        url: str,
-        skip_host: bool = False,
-        skip_accept_encoding: bool = False,
-    ) -> None:
-        """"""
-        # Empty docstring because the indentation of CPython's implementation
-        # is broken but we don't want this method in our documentation.
-        match = _CONTAINS_CONTROL_CHAR_RE.search(method)
-        if match:
-            raise ValueError(
-                f"Method cannot contain non-token characters {method!r} (found at least {match.group()!r})"
-            )
-
-        return super().putrequest(
-            method, url, skip_host=skip_host, skip_accept_encoding=skip_accept_encoding
-        )
-
-    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
-        """"""
-        if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
-            super().putheader(header, *values)
-        elif to_str(header.lower()) not in SKIPPABLE_HEADERS:
-            skippable_headers = "', '".join(
-                [str.title(header) for header in sorted(SKIPPABLE_HEADERS)]
-            )
-            raise ValueError(
-                f"urllib3.util.SKIP_HEADER only supports '{skippable_headers}'"
-            )
-
-    # `request` method's signature intentionally violates LSP.
-    # urllib3's API is different from `http.client.HTTPConnection` and the subclassing is only incidental.
-    def request(  # type: ignore[override]
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        *,
-        chunked: bool = False,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> None:
-        # Update the inner socket's timeout value to send the request.
-        # This only triggers if the connection is re-used.
-        if self.sock is not None:
-            self.sock.settimeout(self.timeout)
-
-        # Store these values to be fed into the HTTPResponse
-        # object later. TODO: Remove this in favor of a real
-        # HTTP lifecycle mechanism.
-
-        # We have to store these before we call .request()
-        # because sometimes we can still salvage a response
-        # off the wire even if we aren't able to completely
-        # send the request body.
-        self._response_options = _ResponseOptions(
-            request_method=method,
-            request_url=url,
-            preload_content=preload_content,
-            decode_content=decode_content,
-            enforce_content_length=enforce_content_length,
-        )
-
-        if headers is None:
-            headers = {}
-        header_keys = frozenset(to_str(k.lower()) for k in headers)
-        skip_accept_encoding = "accept-encoding" in header_keys
-        skip_host = "host" in header_keys
-        self.putrequest(
-            method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
-        )
-
-        # Transform the body into an iterable of sendall()-able chunks
-        # and detect if an explicit Content-Length is doable.
-        chunks_and_cl = body_to_chunks(body, method=method, blocksize=self.blocksize)
-        chunks = chunks_and_cl.chunks
-        content_length = chunks_and_cl.content_length
-
-        # When chunked is explicit set to 'True' we respect that.
-        if chunked:
-            if "transfer-encoding" not in header_keys:
-                self.putheader("Transfer-Encoding", "chunked")
-        else:
-            # Detect whether a framing mechanism is already in use. If so
-            # we respect that value, otherwise we pick chunked vs content-length
-            # depending on the type of 'body'.
-            if "content-length" in header_keys:
-                chunked = False
-            elif "transfer-encoding" in header_keys:
-                chunked = True
-
-            # Otherwise we go off the recommendation of 'body_to_chunks()'.
-            else:
-                chunked = False
-                if content_length is None:
-                    if chunks is not None:
-                        chunked = True
-                        self.putheader("Transfer-Encoding", "chunked")
-                else:
-                    self.putheader("Content-Length", str(content_length))
-
-        # Now that framing headers are out of the way we send all the other headers.
-        if "user-agent" not in header_keys:
-            self.putheader("User-Agent", _get_default_user_agent())
-        for header, value in headers.items():
-            self.putheader(header, value)
-        self.endheaders()
-
-        # If we're given a body we start sending that in chunks.
-        if chunks is not None:
-            for chunk in chunks:
-                # Sending empty chunks isn't allowed for TE: chunked
-                # as it indicates the end of the body.
-                if not chunk:
-                    continue
-                if isinstance(chunk, str):
-                    chunk = chunk.encode("utf-8")
-                if chunked:
-                    self.send(b"%x\r\n%b\r\n" % (len(chunk), chunk))
-                else:
-                    self.send(chunk)
-
-        # Regardless of whether we have a body or not, if we're in
-        # chunked mode we want to send an explicit empty chunk.
-        if chunked:
-            self.send(b"0\r\n\r\n")
-
-    def request_chunked(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-    ) -> None:
-        """
-        Alternative to the common request method, which sends the
-        body with chunked encoding and not as one block
-        """
-        warnings.warn(
-            "HTTPConnection.request_chunked() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead use HTTPConnection.request(..., chunked=True).",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        self.request(method, url, body=body, headers=headers, chunked=True)
-
-    def getresponse(  # type: ignore[override]
-        self,
-    ) -> HTTPResponse:
-        """
-        Get the response from the server.
-
-        If the HTTPConnection is in the correct state, returns an instance of HTTPResponse or of whatever object is returned by the response_class variable.
-
-        If a request has not been sent or if a previous response has not be handled, ResponseNotReady is raised. If the HTTP response indicates that the connection should be closed, then it will be closed before the response is returned. When the connection is closed, the underlying socket is closed.
-        """
-        # Raise the same error as http.client.HTTPConnection
-        if self._response_options is None:
-            raise ResponseNotReady()
-
-        # Reset this attribute for being used again.
-        resp_options = self._response_options
-        self._response_options = None
-
-        # Since the connection's timeout value may have been updated
-        # we need to set the timeout on the socket.
-        self.sock.settimeout(self.timeout)
-
-        # This is needed here to avoid circular import errors
-        from .response import HTTPResponse
-
-        # Get the response from http.client.HTTPConnection
-        httplib_response = super().getresponse()
-
-        try:
-            assert_header_parsing(httplib_response.msg)
-        except (HeaderParsingError, TypeError) as hpe:
-            log.warning(
-                "Failed to parse headers (url=%s): %s",
-                _url_from_connection(self, resp_options.request_url),
-                hpe,
-                exc_info=True,
-            )
-
-        headers = HTTPHeaderDict(httplib_response.msg.items())
-
-        response = HTTPResponse(
-            body=httplib_response,
-            headers=headers,
-            status=httplib_response.status,
-            version=httplib_response.version,
-            version_string=getattr(self, "_http_vsn_str", "HTTP/?"),
-            reason=httplib_response.reason,
-            preload_content=resp_options.preload_content,
-            decode_content=resp_options.decode_content,
-            original_response=httplib_response,
-            enforce_content_length=resp_options.enforce_content_length,
-            request_method=resp_options.request_method,
-            request_url=resp_options.request_url,
-        )
-        return response
-
-
-class HTTPSConnection(HTTPConnection):
-    """
-    Many of the parameters to this constructor are passed to the underlying SSL
-    socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
-    """
-
-    default_port = port_by_scheme["https"]  # type: ignore[misc]
-
-    cert_reqs: int | str | None = None
-    ca_certs: str | None = None
-    ca_cert_dir: str | None = None
-    ca_cert_data: None | str | bytes = None
-    ssl_version: int | str | None = None
-    ssl_minimum_version: int | None = None
-    ssl_maximum_version: int | None = None
-    assert_fingerprint: str | None = None
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | (connection._TYPE_SOCKET_OPTIONS) = HTTPConnection.default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-        cert_reqs: int | str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        server_hostname: str | None = None,
-        ssl_context: ssl.SSLContext | None = None,
-        ca_certs: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-        ssl_minimum_version: int | None = None,
-        ssl_maximum_version: int | None = None,
-        ssl_version: int | str | None = None,  # Deprecated
-        cert_file: str | None = None,
-        key_file: str | None = None,
-        key_password: str | None = None,
-    ) -> None:
-        super().__init__(
-            host,
-            port=port,
-            timeout=timeout,
-            source_address=source_address,
-            blocksize=blocksize,
-            socket_options=socket_options,
-            proxy=proxy,
-            proxy_config=proxy_config,
-        )
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.key_password = key_password
-        self.ssl_context = ssl_context
-        self.server_hostname = server_hostname
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-        # cert_reqs depends on ssl_context so calculate last.
-        if cert_reqs is None:
-            if self.ssl_context is not None:
-                cert_reqs = self.ssl_context.verify_mode
-            else:
-                cert_reqs = resolve_cert_reqs(None)
-        self.cert_reqs = cert_reqs
-
-    def set_cert(
-        self,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-    ) -> None:
-        """
-        This method should only be called once, before the connection is used.
-        """
-        warnings.warn(
-            "HTTPSConnection.set_cert() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead provide the parameters to the "
-            "HTTPSConnection constructor.",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-
-        # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
-        # have an SSLContext object in which case we'll use its verify_mode.
-        if cert_reqs is None:
-            if self.ssl_context is not None:
-                cert_reqs = self.ssl_context.verify_mode
-            else:
-                cert_reqs = resolve_cert_reqs(None)
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.cert_reqs = cert_reqs
-        self.key_password = key_password
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-    def connect(self) -> None:
-        sock: socket.socket | ssl.SSLSocket
-        self.sock = sock = self._new_conn()
-        server_hostname: str = self.host
-        tls_in_tls = False
-
-        # Do we need to establish a tunnel?
-        if self._tunnel_host is not None:
-            # We're tunneling to an HTTPS origin so need to do TLS-in-TLS.
-            if self._tunnel_scheme == "https":
-                # _connect_tls_proxy will verify and assign proxy_is_verified
-                self.sock = sock = self._connect_tls_proxy(self.host, sock)
-                tls_in_tls = True
-            elif self._tunnel_scheme == "http":
-                self.proxy_is_verified = False
-
-            # If we're tunneling it means we're connected to our proxy.
-            self._has_connected_to_proxy = True
-
-            self._tunnel()  # type: ignore[attr-defined]
-            # Override the host with the one we're requesting data from.
-            server_hostname = self._tunnel_host
-
-        if self.server_hostname is not None:
-            server_hostname = self.server_hostname
-
-        is_time_off = datetime.date.today() < RECENT_DATE
-        if is_time_off:
-            warnings.warn(
-                (
-                    f"System time is way off (before {RECENT_DATE}). This will probably "
-                    "lead to SSL verification errors"
-                ),
-                SystemTimeWarning,
-            )
-
-        # Remove trailing '.' from fqdn hostnames to allow certificate validation
-        server_hostname_rm_dot = server_hostname.rstrip(".")
-
-        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
-            sock=sock,
-            cert_reqs=self.cert_reqs,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            ca_cert_data=self.ca_cert_data,
-            cert_file=self.cert_file,
-            key_file=self.key_file,
-            key_password=self.key_password,
-            server_hostname=server_hostname_rm_dot,
-            ssl_context=self.ssl_context,
-            tls_in_tls=tls_in_tls,
-            assert_hostname=self.assert_hostname,
-            assert_fingerprint=self.assert_fingerprint,
-        )
-        self.sock = sock_and_verified.socket
-
-        # Forwarding proxies can never have a verified target since
-        # the proxy is the one doing the verification. Should instead
-        # use a CONNECT tunnel in order to verify the target.
-        # See: https://github.com/urllib3/urllib3/issues/3267.
-        if self.proxy_is_forwarding:
-            self.is_verified = False
-        else:
-            self.is_verified = sock_and_verified.is_verified
-
-        # If there's a proxy to be connected to we are fully connected.
-        # This is set twice (once above and here) due to forwarding proxies
-        # not using tunnelling.
-        self._has_connected_to_proxy = bool(self.proxy)
-
-        # Set `self.proxy_is_verified` unless it's already set while
-        # establishing a tunnel.
-        if self._has_connected_to_proxy and self.proxy_is_verified is None:
-            self.proxy_is_verified = sock_and_verified.is_verified
-
-    def _connect_tls_proxy(self, hostname: str, sock: socket.socket) -> ssl.SSLSocket:
-        """
-        Establish a TLS connection to the proxy using the provided SSL context.
-        """
-        # `_connect_tls_proxy` is called when self._tunnel_host is truthy.
-        proxy_config = typing.cast(ProxyConfig, self.proxy_config)
-        ssl_context = proxy_config.ssl_context
-        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
-            sock,
-            cert_reqs=self.cert_reqs,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            ca_cert_data=self.ca_cert_data,
-            server_hostname=hostname,
-            ssl_context=ssl_context,
-            assert_hostname=proxy_config.assert_hostname,
-            assert_fingerprint=proxy_config.assert_fingerprint,
-            # Features that aren't implemented for proxies yet:
-            cert_file=None,
-            key_file=None,
-            key_password=None,
-            tls_in_tls=False,
-        )
-        self.proxy_is_verified = sock_and_verified.is_verified
-        return sock_and_verified.socket  # type: ignore[return-value]
-
-
-class _WrappedAndVerifiedSocket(typing.NamedTuple):
-    """
-    Wrapped socket and whether the connection is
-    verified after the TLS handshake
-    """
-
-    socket: ssl.SSLSocket | SSLTransport
-    is_verified: bool
-
-
-def _ssl_wrap_socket_and_match_hostname(
-    sock: socket.socket,
-    *,
-    cert_reqs: None | str | int,
-    ssl_version: None | str | int,
-    ssl_minimum_version: int | None,
-    ssl_maximum_version: int | None,
-    cert_file: str | None,
-    key_file: str | None,
-    key_password: str | None,
-    ca_certs: str | None,
-    ca_cert_dir: str | None,
-    ca_cert_data: None | str | bytes,
-    assert_hostname: None | str | typing.Literal[False],
-    assert_fingerprint: str | None,
-    server_hostname: str | None,
-    ssl_context: ssl.SSLContext | None,
-    tls_in_tls: bool = False,
-) -> _WrappedAndVerifiedSocket:
-    """Logic for constructing an SSLContext from all TLS parameters, passing
-    that down into ssl_wrap_socket, and then doing certificate verification
-    either via hostname or fingerprint. This function exists to guarantee
-    that both proxies and targets have the same behavior when connecting via TLS.
-    """
-    default_ssl_context = False
-    if ssl_context is None:
-        default_ssl_context = True
-        context = create_urllib3_context(
-            ssl_version=resolve_ssl_version(ssl_version),
-            ssl_minimum_version=ssl_minimum_version,
-            ssl_maximum_version=ssl_maximum_version,
-            cert_reqs=resolve_cert_reqs(cert_reqs),
-        )
-    else:
-        context = ssl_context
-
-    context.verify_mode = resolve_cert_reqs(cert_reqs)
-
-    # In some cases, we want to verify hostnames ourselves
-    if (
-        # `ssl` can't verify fingerprints or alternate hostnames
-        assert_fingerprint
-        or assert_hostname
-        # assert_hostname can be set to False to disable hostname checking
-        or assert_hostname is False
-        # We still support OpenSSL 1.0.2, which prevents us from verifying
-        # hostnames easily: https://github.com/pyca/pyopenssl/pull/933
-        or ssl_.IS_PYOPENSSL
-        or not ssl_.HAS_NEVER_CHECK_COMMON_NAME
-    ):
-        context.check_hostname = False
-
-    # Try to load OS default certs if none are given. We need to do the hasattr() check
-    # for custom pyOpenSSL SSLContext objects because they don't support
-    # load_default_certs().
-    if (
-        not ca_certs
-        and not ca_cert_dir
-        and not ca_cert_data
-        and default_ssl_context
-        and hasattr(context, "load_default_certs")
-    ):
-        context.load_default_certs()
-
-    # Ensure that IPv6 addresses are in the proper format and don't have a
-    # scope ID. Python's SSL module fails to recognize scoped IPv6 addresses
-    # and interprets them as DNS hostnames.
-    if server_hostname is not None:
-        normalized = server_hostname.strip("[]")
-        if "%" in normalized:
-            normalized = normalized[: normalized.rfind("%")]
-        if is_ipaddress(normalized):
-            server_hostname = normalized
-
-    ssl_sock = ssl_wrap_socket(
-        sock=sock,
-        keyfile=key_file,
-        certfile=cert_file,
-        key_password=key_password,
-        ca_certs=ca_certs,
-        ca_cert_dir=ca_cert_dir,
-        ca_cert_data=ca_cert_data,
-        server_hostname=server_hostname,
-        ssl_context=context,
-        tls_in_tls=tls_in_tls,
-    )
-
-    try:
-        if assert_fingerprint:
-            _assert_fingerprint(
-                ssl_sock.getpeercert(binary_form=True), assert_fingerprint
-            )
-        elif (
-            context.verify_mode != ssl.CERT_NONE
-            and not context.check_hostname
-            and assert_hostname is not False
-        ):
-            cert: _TYPE_PEER_CERT_RET_DICT = ssl_sock.getpeercert()  # type: ignore[assignment]
-
-            # Need to signal to our match_hostname whether to use 'commonName' or not.
-            # If we're using our own constructed SSLContext we explicitly set 'False'
-            # because PyPy hard-codes 'True' from SSLContext.hostname_checks_common_name.
-            if default_ssl_context:
-                hostname_checks_common_name = False
-            else:
-                hostname_checks_common_name = (
-                    getattr(context, "hostname_checks_common_name", False) or False
-                )
-
-            _match_hostname(
-                cert,
-                assert_hostname or server_hostname,  # type: ignore[arg-type]
-                hostname_checks_common_name,
-            )
-
-        return _WrappedAndVerifiedSocket(
-            socket=ssl_sock,
-            is_verified=context.verify_mode == ssl.CERT_REQUIRED
-            or bool(assert_fingerprint),
-        )
-    except BaseException:
-        ssl_sock.close()
-        raise
-
-
-def _match_hostname(
-    cert: _TYPE_PEER_CERT_RET_DICT | None,
-    asserted_hostname: str,
-    hostname_checks_common_name: bool = False,
-) -> None:
-    # Our upstream implementation of ssl.match_hostname()
-    # only applies this normalization to IP addresses so it doesn't
-    # match DNS SANs so we do the same thing!
-    stripped_hostname = asserted_hostname.strip("[]")
-    if is_ipaddress(stripped_hostname):
-        asserted_hostname = stripped_hostname
-
-    try:
-        match_hostname(cert, asserted_hostname, hostname_checks_common_name)
-    except CertificateError as e:
-        log.warning(
-            "Certificate did not match expected hostname: %s. Certificate: %s",
-            asserted_hostname,
-            cert,
-        )
-        # Add cert to exception and reraise so client code can inspect
-        # the cert when catching the exception, if they want to
-        e._peer_cert = cert  # type: ignore[attr-defined]
-        raise
-
-
-def _wrap_proxy_error(err: Exception, proxy_scheme: str | None) -> ProxyError:
-    # Look for the phrase 'wrong version number', if found
-    # then we should warn the user that we're very sure that
-    # this proxy is HTTP-only and they have a configuration issue.
-    error_normalized = " ".join(re.split("[^a-z]", str(err).lower()))
-    is_likely_http_proxy = (
-        "wrong version number" in error_normalized
-        or "unknown protocol" in error_normalized
-        or "record layer failure" in error_normalized
-    )
-    http_proxy_warning = (
-        ". Your proxy appears to only use HTTP and not HTTPS, "
-        "try changing your proxy URL to be HTTP. See: "
-        "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
-        "#https-proxy-error-http-proxy"
-    )
-    new_err = ProxyError(
-        f"Unable to connect to proxy"
-        f"{http_proxy_warning if is_likely_http_proxy and proxy_scheme == 'https' else ''}",
-        err,
-    )
-    new_err.__cause__ = err
-    return new_err
-
-
-def _get_default_user_agent() -> str:
-    return f"python-urllib3/{__version__}"
-
-
-class DummyConnection:
-    """Used to detect a failed ConnectionCls import."""
-
-
-if not ssl:
-    HTTPSConnection = DummyConnection  # type: ignore[misc, assignment] # noqa: F811
-
-
-VerifiedHTTPSConnection = HTTPSConnection
-
-
-def _url_from_connection(
-    conn: HTTPConnection | HTTPSConnection, path: str | None = None
-) -> str:
-    """Returns the URL from a given connection. This is mainly used for testing and logging."""
-
-    scheme = "https" if isinstance(conn, HTTPSConnection) else "http"
-
-    return Url(scheme=scheme, host=conn.host, port=conn.port, path=path).url
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connectionpool.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connectionpool.py
deleted file mode 100644
index a2c3cf609..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/connectionpool.py
+++ /dev/null
@@ -1,1182 +0,0 @@
-from __future__ import annotations
-
-import errno
-import logging
-import queue
-import sys
-import typing
-import warnings
-import weakref
-from socket import timeout as SocketTimeout
-from types import TracebackType
-
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from ._request_methods import RequestMethods
-from .connection import (
-    BaseSSLError,
-    BrokenPipeError,
-    DummyConnection,
-    HTTPConnection,
-    HTTPException,
-    HTTPSConnection,
-    ProxyConfig,
-    _wrap_proxy_error,
-)
-from .connection import port_by_scheme as port_by_scheme
-from .exceptions import (
-    ClosedPoolError,
-    EmptyPoolError,
-    FullPoolError,
-    HostChangedError,
-    InsecureRequestWarning,
-    LocationValueError,
-    MaxRetryError,
-    NewConnectionError,
-    ProtocolError,
-    ProxyError,
-    ReadTimeoutError,
-    SSLError,
-    TimeoutError,
-)
-from .response import BaseHTTPResponse
-from .util.connection import is_connection_dropped
-from .util.proxy import connection_requires_http_tunnel
-from .util.request import _TYPE_BODY_POSITION, set_file_position
-from .util.retry import Retry
-from .util.ssl_match_hostname import CertificateError
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_DEFAULT, Timeout
-from .util.url import Url, _encode_target
-from .util.url import _normalize_host as normalize_host
-from .util.url import parse_url
-from .util.util import to_str
-
-if typing.TYPE_CHECKING:
-    import ssl
-
-    from typing_extensions import Self
-
-    from ._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-log = logging.getLogger(__name__)
-
-_TYPE_TIMEOUT = typing.Union[Timeout, float, _TYPE_DEFAULT, None]
-
-
-# Pool objects
-class ConnectionPool:
-    """
-    Base class for all connection pools, such as
-    :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
-
-    .. note::
-       ConnectionPool.urlopen() does not normalize or percent-encode target URIs
-       which is useful if your target server doesn't support percent-encoded
-       target URIs.
-    """
-
-    scheme: str | None = None
-    QueueCls = queue.LifoQueue
-
-    def __init__(self, host: str, port: int | None = None) -> None:
-        if not host:
-            raise LocationValueError("No host specified.")
-
-        self.host = _normalize_host(host, scheme=self.scheme)
-        self.port = port
-
-        # This property uses 'normalize_host()' (not '_normalize_host()')
-        # to avoid removing square braces around IPv6 addresses.
-        # This value is sent to `HTTPConnection.set_tunnel()` if called
-        # because square braces are required for HTTP CONNECT tunneling.
-        self._tunnel_host = normalize_host(host, scheme=self.scheme).lower()
-
-    def __str__(self) -> str:
-        return f"{type(self).__name__}(host={self.host!r}, port={self.port!r})"
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: TracebackType | None,
-    ) -> typing.Literal[False]:
-        self.close()
-        # Return False to re-raise any potential exceptions
-        return False
-
-    def close(self) -> None:
-        """
-        Close all pooled connections and disable the pool.
-        """
-
-
-# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
-_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
-
-
-class HTTPConnectionPool(ConnectionPool, RequestMethods):
-    """
-    Thread-safe connection pool for one host.
-
-    :param host:
-        Host used for this HTTP Connection (e.g. "localhost"), passed into
-        :class:`http.client.HTTPConnection`.
-
-    :param port:
-        Port used for this HTTP Connection (None is equivalent to 80), passed
-        into :class:`http.client.HTTPConnection`.
-
-    :param timeout:
-        Socket timeout in seconds for each individual connection. This can
-        be a float or integer, which sets the timeout for the HTTP request,
-        or an instance of :class:`urllib3.util.Timeout` which gives you more
-        fine-grained control over request timeouts. After the constructor has
-        been parsed, this is always a `urllib3.util.Timeout` object.
-
-    :param maxsize:
-        Number of connections to save that can be reused. More than 1 is useful
-        in multithreaded situations. If ``block`` is set to False, more
-        connections will be created but they will not be saved once they've
-        been used.
-
-    :param block:
-        If set to True, no more than ``maxsize`` connections will be used at
-        a time. When no free connections are available, the call will block
-        until a connection has been released. This is a useful side effect for
-        particular multithreaded situations where one does not want to use more
-        than maxsize connections per host to prevent flooding.
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-
-    :param retries:
-        Retry configuration to use by default with requests in this pool.
-
-    :param _proxy:
-        Parsed proxy URL, should not be used directly, instead, see
-        :class:`urllib3.ProxyManager`
-
-    :param _proxy_headers:
-        A dictionary with proxy headers, should not be used directly,
-        instead, see :class:`urllib3.ProxyManager`
-
-    :param \\**conn_kw:
-        Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
-        :class:`urllib3.connection.HTTPSConnection` instances.
-    """
-
-    scheme = "http"
-    ConnectionCls: (
-        type[BaseHTTPConnection] | type[BaseHTTPSConnection]
-    ) = HTTPConnection
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
-        maxsize: int = 1,
-        block: bool = False,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        _proxy: Url | None = None,
-        _proxy_headers: typing.Mapping[str, str] | None = None,
-        _proxy_config: ProxyConfig | None = None,
-        **conn_kw: typing.Any,
-    ):
-        ConnectionPool.__init__(self, host, port)
-        RequestMethods.__init__(self, headers)
-
-        if not isinstance(timeout, Timeout):
-            timeout = Timeout.from_float(timeout)
-
-        if retries is None:
-            retries = Retry.DEFAULT
-
-        self.timeout = timeout
-        self.retries = retries
-
-        self.pool: queue.LifoQueue[typing.Any] | None = self.QueueCls(maxsize)
-        self.block = block
-
-        self.proxy = _proxy
-        self.proxy_headers = _proxy_headers or {}
-        self.proxy_config = _proxy_config
-
-        # Fill the queue up so that doing get() on it will block properly
-        for _ in range(maxsize):
-            self.pool.put(None)
-
-        # These are mostly for testing and debugging purposes.
-        self.num_connections = 0
-        self.num_requests = 0
-        self.conn_kw = conn_kw
-
-        if self.proxy:
-            # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
-            # We cannot know if the user has added default socket options, so we cannot replace the
-            # list.
-            self.conn_kw.setdefault("socket_options", [])
-
-            self.conn_kw["proxy"] = self.proxy
-            self.conn_kw["proxy_config"] = self.proxy_config
-
-        # Do not pass 'self' as callback to 'finalize'.
-        # Then the 'finalize' would keep an endless living (leak) to self.
-        # By just passing a reference to the pool allows the garbage collector
-        # to free self if nobody else has a reference to it.
-        pool = self.pool
-
-        # Close all the HTTPConnections in the pool before the
-        # HTTPConnectionPool object is garbage collected.
-        weakref.finalize(self, _close_pool_connections, pool)
-
-    def _new_conn(self) -> BaseHTTPConnection:
-        """
-        Return a fresh :class:`HTTPConnection`.
-        """
-        self.num_connections += 1
-        log.debug(
-            "Starting new HTTP connection (%d): %s:%s",
-            self.num_connections,
-            self.host,
-            self.port or "80",
-        )
-
-        conn = self.ConnectionCls(
-            host=self.host,
-            port=self.port,
-            timeout=self.timeout.connect_timeout,
-            **self.conn_kw,
-        )
-        return conn
-
-    def _get_conn(self, timeout: float | None = None) -> BaseHTTPConnection:
-        """
-        Get a connection. Will return a pooled connection if one is available.
-
-        If no connections are available and :prop:`.block` is ``False``, then a
-        fresh connection is returned.
-
-        :param timeout:
-            Seconds to wait before giving up and raising
-            :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
-            :prop:`.block` is ``True``.
-        """
-        conn = None
-
-        if self.pool is None:
-            raise ClosedPoolError(self, "Pool is closed.")
-
-        try:
-            conn = self.pool.get(block=self.block, timeout=timeout)
-
-        except AttributeError:  # self.pool is None
-            raise ClosedPoolError(self, "Pool is closed.") from None  # Defensive:
-
-        except queue.Empty:
-            if self.block:
-                raise EmptyPoolError(
-                    self,
-                    "Pool is empty and a new connection can't be opened due to blocking mode.",
-                ) from None
-            pass  # Oh well, we'll create a new connection then
-
-        # If this is a persistent connection, check if it got disconnected
-        if conn and is_connection_dropped(conn):
-            log.debug("Resetting dropped connection: %s", self.host)
-            conn.close()
-
-        return conn or self._new_conn()
-
-    def _put_conn(self, conn: BaseHTTPConnection | None) -> None:
-        """
-        Put a connection back into the pool.
-
-        :param conn:
-            Connection object for the current host and port as returned by
-            :meth:`._new_conn` or :meth:`._get_conn`.
-
-        If the pool is already full, the connection is closed and discarded
-        because we exceeded maxsize. If connections are discarded frequently,
-        then maxsize should be increased.
-
-        If the pool is closed, then the connection will be closed and discarded.
-        """
-        if self.pool is not None:
-            try:
-                self.pool.put(conn, block=False)
-                return  # Everything is dandy, done.
-            except AttributeError:
-                # self.pool is None.
-                pass
-            except queue.Full:
-                # Connection never got put back into the pool, close it.
-                if conn:
-                    conn.close()
-
-                if self.block:
-                    # This should never happen if you got the conn from self._get_conn
-                    raise FullPoolError(
-                        self,
-                        "Pool reached maximum size and no more connections are allowed.",
-                    ) from None
-
-                log.warning(
-                    "Connection pool is full, discarding connection: %s. Connection pool size: %s",
-                    self.host,
-                    self.pool.qsize(),
-                )
-
-        # Connection never got put back into the pool, close it.
-        if conn:
-            conn.close()
-
-    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
-        """
-        Called right before a request is made, after the socket is created.
-        """
-
-    def _prepare_proxy(self, conn: BaseHTTPConnection) -> None:
-        # Nothing to do for HTTP connections.
-        pass
-
-    def _get_timeout(self, timeout: _TYPE_TIMEOUT) -> Timeout:
-        """Helper that always returns a :class:`urllib3.util.Timeout`"""
-        if timeout is _DEFAULT_TIMEOUT:
-            return self.timeout.clone()
-
-        if isinstance(timeout, Timeout):
-            return timeout.clone()
-        else:
-            # User passed us an int/float. This is for backwards compatibility,
-            # can be removed later
-            return Timeout.from_float(timeout)
-
-    def _raise_timeout(
-        self,
-        err: BaseSSLError | OSError | SocketTimeout,
-        url: str,
-        timeout_value: _TYPE_TIMEOUT | None,
-    ) -> None:
-        """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
-
-        if isinstance(err, SocketTimeout):
-            raise ReadTimeoutError(
-                self, url, f"Read timed out. (read timeout={timeout_value})"
-            ) from err
-
-        # See the above comment about EAGAIN in Python 3.
-        if hasattr(err, "errno") and err.errno in _blocking_errnos:
-            raise ReadTimeoutError(
-                self, url, f"Read timed out. (read timeout={timeout_value})"
-            ) from err
-
-    def _make_request(
-        self,
-        conn: BaseHTTPConnection,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | None = None,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        chunked: bool = False,
-        response_conn: BaseHTTPConnection | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> BaseHTTPResponse:
-        """
-        Perform a request on a given urllib connection object taken from our
-        pool.
-
-        :param conn:
-            a connection from one of our connection pools
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param retries:
-            Configure the number of retries to allow before raising a
-            :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-            Pass ``None`` to retry until you receive a response. Pass a
-            :class:`~urllib3.util.retry.Retry` object for fine-grained control
-            over different types of retries.
-            Pass an integer number to retry connection errors that many times,
-            but no other types of errors. Pass zero to never retry.
-
-            If ``False``, then retries are disabled and any exception is raised
-            immediately. Also, instead of raising a MaxRetryError on redirects,
-            the redirect response will be returned.
-
-        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-        :param timeout:
-            If specified, overrides the default timeout for this one
-            request. It may be a float (in seconds) or an instance of
-            :class:`urllib3.util.Timeout`.
-
-        :param chunked:
-            If True, urllib3 will send the body using chunked transfer
-            encoding. Otherwise, urllib3 will send the body using the standard
-            content-length form. Defaults to False.
-
-        :param response_conn:
-            Set this to ``None`` if you will handle releasing the connection or
-            set the connection to have the response release it.
-
-        :param preload_content:
-          If True, the response's body will be preloaded during construction.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param enforce_content_length:
-            Enforce content length checking. Body returned by server must match
-            value of Content-Length header, if present. Otherwise, raise error.
-        """
-        self.num_requests += 1
-
-        timeout_obj = self._get_timeout(timeout)
-        timeout_obj.start_connect()
-        conn.timeout = Timeout.resolve_default_timeout(timeout_obj.connect_timeout)
-
-        try:
-            # Trigger any extra validation we need to do.
-            try:
-                self._validate_conn(conn)
-            except (SocketTimeout, BaseSSLError) as e:
-                self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
-                raise
-
-        # _validate_conn() starts the connection to an HTTPS proxy
-        # so we need to wrap errors with 'ProxyError' here too.
-        except (
-            OSError,
-            NewConnectionError,
-            TimeoutError,
-            BaseSSLError,
-            CertificateError,
-            SSLError,
-        ) as e:
-            new_e: Exception = e
-            if isinstance(e, (BaseSSLError, CertificateError)):
-                new_e = SSLError(e)
-            # If the connection didn't successfully connect to it's proxy
-            # then there
-            if isinstance(
-                new_e, (OSError, NewConnectionError, TimeoutError, SSLError)
-            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
-                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
-            raise new_e
-
-        # conn.request() calls http.client.*.request, not the method in
-        # urllib3.request. It also calls makefile (recv) on the socket.
-        try:
-            conn.request(
-                method,
-                url,
-                body=body,
-                headers=headers,
-                chunked=chunked,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                enforce_content_length=enforce_content_length,
-            )
-
-        # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
-        # legitimately able to close the connection after sending a valid response.
-        # With this behaviour, the received response is still readable.
-        except BrokenPipeError:
-            pass
-        except OSError as e:
-            # MacOS/Linux
-            # EPROTOTYPE and ECONNRESET are needed on macOS
-            # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
-            # Condition changed later to emit ECONNRESET instead of only EPROTOTYPE.
-            if e.errno != errno.EPROTOTYPE and e.errno != errno.ECONNRESET:
-                raise
-
-        # Reset the timeout for the recv() on the socket
-        read_timeout = timeout_obj.read_timeout
-
-        if not conn.is_closed:
-            # In Python 3 socket.py will catch EAGAIN and return None when you
-            # try and read into the file pointer created by http.client, which
-            # instead raises a BadStatusLine exception. Instead of catching
-            # the exception and assuming all BadStatusLine exceptions are read
-            # timeouts, check for a zero timeout before making the request.
-            if read_timeout == 0:
-                raise ReadTimeoutError(
-                    self, url, f"Read timed out. (read timeout={read_timeout})"
-                )
-            conn.timeout = read_timeout
-
-        # Receive the response from the server
-        try:
-            response = conn.getresponse()
-        except (BaseSSLError, OSError) as e:
-            self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
-            raise
-
-        # Set properties that are used by the pooling layer.
-        response.retries = retries
-        response._connection = response_conn  # type: ignore[attr-defined]
-        response._pool = self  # type: ignore[attr-defined]
-
-        log.debug(
-            '%s://%s:%s "%s %s HTTP/%s" %s %s',
-            self.scheme,
-            self.host,
-            self.port,
-            method,
-            url,
-            response.version,
-            response.status,
-            response.length_remaining,
-        )
-
-        return response
-
-    def close(self) -> None:
-        """
-        Close all pooled connections and disable the pool.
-        """
-        if self.pool is None:
-            return
-        # Disable access to the pool
-        old_pool, self.pool = self.pool, None
-
-        # Close all the HTTPConnections in the pool.
-        _close_pool_connections(old_pool)
-
-    def is_same_host(self, url: str) -> bool:
-        """
-        Check if the given ``url`` is a member of the same host as this
-        connection pool.
-        """
-        if url.startswith("/"):
-            return True
-
-        # TODO: Add optional support for socket.gethostbyname checking.
-        scheme, _, host, port, *_ = parse_url(url)
-        scheme = scheme or "http"
-        if host is not None:
-            host = _normalize_host(host, scheme=scheme)
-
-        # Use explicit default port for comparison when none is given
-        if self.port and not port:
-            port = port_by_scheme.get(scheme)
-        elif not self.port and port == port_by_scheme.get(scheme):
-            port = None
-
-        return (scheme, host, port) == (self.scheme, self.host, self.port)
-
-    def urlopen(  # type: ignore[override]
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        redirect: bool = True,
-        assert_same_host: bool = True,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        pool_timeout: int | None = None,
-        release_conn: bool | None = None,
-        chunked: bool = False,
-        body_pos: _TYPE_BODY_POSITION | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        **response_kw: typing.Any,
-    ) -> BaseHTTPResponse:
-        """
-        Get a connection from the pool and perform an HTTP request. This is the
-        lowest level call for making a request, so you'll need to specify all
-        the raw details.
-
-        .. note::
-
-           More commonly, it's appropriate to use a convenience method
-           such as :meth:`request`.
-
-        .. note::
-
-           `release_conn` will only behave as expected if
-           `preload_content=False` because we want to make
-           `preload_content=False` the default behaviour someday soon without
-           breaking backwards compatibility.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param retries:
-            Configure the number of retries to allow before raising a
-            :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-            If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
-            :class:`~urllib3.util.retry.Retry` object for fine-grained control
-            over different types of retries.
-            Pass an integer number to retry connection errors that many times,
-            but no other types of errors. Pass zero to never retry.
-
-            If ``False``, then retries are disabled and any exception is raised
-            immediately. Also, instead of raising a MaxRetryError on redirects,
-            the redirect response will be returned.
-
-        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-        :param redirect:
-            If True, automatically handle redirects (status codes 301, 302,
-            303, 307, 308). Each redirect counts as a retry. Disabling retries
-            will disable redirect, too.
-
-        :param assert_same_host:
-            If ``True``, will make sure that the host of the pool requests is
-            consistent else will raise HostChangedError. When ``False``, you can
-            use the pool on an HTTP proxy and request foreign hosts.
-
-        :param timeout:
-            If specified, overrides the default timeout for this one
-            request. It may be a float (in seconds) or an instance of
-            :class:`urllib3.util.Timeout`.
-
-        :param pool_timeout:
-            If set and the pool is set to block=True, then this method will
-            block for ``pool_timeout`` seconds and raise EmptyPoolError if no
-            connection is available within the time period.
-
-        :param bool preload_content:
-            If True, the response's body will be preloaded into memory.
-
-        :param bool decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param release_conn:
-            If False, then the urlopen call will not release the connection
-            back into the pool once a response is received (but will release if
-            you read the entire contents of the response such as when
-            `preload_content=True`). This is useful if you're not preloading
-            the response's content immediately. You will need to call
-            ``r.release_conn()`` on the response ``r`` to return the connection
-            back into the pool. If None, it takes the value of ``preload_content``
-            which defaults to ``True``.
-
-        :param bool chunked:
-            If True, urllib3 will send the body using chunked transfer
-            encoding. Otherwise, urllib3 will send the body using the standard
-            content-length form. Defaults to False.
-
-        :param int body_pos:
-            Position to seek to in file-like body in the event of a retry or
-            redirect. Typically this won't need to be set because urllib3 will
-            auto-populate the value when needed.
-        """
-        parsed_url = parse_url(url)
-        destination_scheme = parsed_url.scheme
-
-        if headers is None:
-            headers = self.headers
-
-        if not isinstance(retries, Retry):
-            retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
-
-        if release_conn is None:
-            release_conn = preload_content
-
-        # Check host
-        if assert_same_host and not self.is_same_host(url):
-            raise HostChangedError(self, url, retries)
-
-        # Ensure that the URL we're connecting to is properly encoded
-        if url.startswith("/"):
-            url = to_str(_encode_target(url))
-        else:
-            url = to_str(parsed_url.url)
-
-        conn = None
-
-        # Track whether `conn` needs to be released before
-        # returning/raising/recursing. Update this variable if necessary, and
-        # leave `release_conn` constant throughout the function. That way, if
-        # the function recurses, the original value of `release_conn` will be
-        # passed down into the recursive call, and its value will be respected.
-        #
-        # See issue #651 [1] for details.
-        #
-        # [1] <https://github.com/urllib3/urllib3/issues/651>
-        release_this_conn = release_conn
-
-        http_tunnel_required = connection_requires_http_tunnel(
-            self.proxy, self.proxy_config, destination_scheme
-        )
-
-        # Merge the proxy headers. Only done when not using HTTP CONNECT. We
-        # have to copy the headers dict so we can safely change it without those
-        # changes being reflected in anyone else's copy.
-        if not http_tunnel_required:
-            headers = headers.copy()  # type: ignore[attr-defined]
-            headers.update(self.proxy_headers)  # type: ignore[union-attr]
-
-        # Must keep the exception bound to a separate variable or else Python 3
-        # complains about UnboundLocalError.
-        err = None
-
-        # Keep track of whether we cleanly exited the except block. This
-        # ensures we do proper cleanup in finally.
-        clean_exit = False
-
-        # Rewind body position, if needed. Record current position
-        # for future rewinds in the event of a redirect/retry.
-        body_pos = set_file_position(body, body_pos)
-
-        try:
-            # Request a connection from the queue.
-            timeout_obj = self._get_timeout(timeout)
-            conn = self._get_conn(timeout=pool_timeout)
-
-            conn.timeout = timeout_obj.connect_timeout  # type: ignore[assignment]
-
-            # Is this a closed/new connection that requires CONNECT tunnelling?
-            if self.proxy is not None and http_tunnel_required and conn.is_closed:
-                try:
-                    self._prepare_proxy(conn)
-                except (BaseSSLError, OSError, SocketTimeout) as e:
-                    self._raise_timeout(
-                        err=e, url=self.proxy.url, timeout_value=conn.timeout
-                    )
-                    raise
-
-            # If we're going to release the connection in ``finally:``, then
-            # the response doesn't need to know about the connection. Otherwise
-            # it will also try to release it and we'll have a double-release
-            # mess.
-            response_conn = conn if not release_conn else None
-
-            # Make the request on the HTTPConnection object
-            response = self._make_request(
-                conn,
-                method,
-                url,
-                timeout=timeout_obj,
-                body=body,
-                headers=headers,
-                chunked=chunked,
-                retries=retries,
-                response_conn=response_conn,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-            # Everything went great!
-            clean_exit = True
-
-        except EmptyPoolError:
-            # Didn't get a connection from the pool, no need to clean up
-            clean_exit = True
-            release_this_conn = False
-            raise
-
-        except (
-            TimeoutError,
-            HTTPException,
-            OSError,
-            ProtocolError,
-            BaseSSLError,
-            SSLError,
-            CertificateError,
-            ProxyError,
-        ) as e:
-            # Discard the connection for these exceptions. It will be
-            # replaced during the next _get_conn() call.
-            clean_exit = False
-            new_e: Exception = e
-            if isinstance(e, (BaseSSLError, CertificateError)):
-                new_e = SSLError(e)
-            if isinstance(
-                new_e,
-                (
-                    OSError,
-                    NewConnectionError,
-                    TimeoutError,
-                    SSLError,
-                    HTTPException,
-                ),
-            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
-                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
-            elif isinstance(new_e, (OSError, HTTPException)):
-                new_e = ProtocolError("Connection aborted.", new_e)
-
-            retries = retries.increment(
-                method, url, error=new_e, _pool=self, _stacktrace=sys.exc_info()[2]
-            )
-            retries.sleep()
-
-            # Keep track of the error for the retry warning.
-            err = e
-
-        finally:
-            if not clean_exit:
-                # We hit some kind of exception, handled or otherwise. We need
-                # to throw the connection away unless explicitly told not to.
-                # Close the connection, set the variable to None, and make sure
-                # we put the None back in the pool to avoid leaking it.
-                if conn:
-                    conn.close()
-                    conn = None
-                release_this_conn = True
-
-            if release_this_conn:
-                # Put the connection back to be reused. If the connection is
-                # expired then it will be None, which will get replaced with a
-                # fresh connection during _get_conn.
-                self._put_conn(conn)
-
-        if not conn:
-            # Try again
-            log.warning(
-                "Retrying (%r) after connection broken by '%r': %s", retries, err, url
-            )
-            return self.urlopen(
-                method,
-                url,
-                body,
-                headers,
-                retries,
-                redirect,
-                assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        # Handle redirect?
-        redirect_location = redirect and response.get_redirect_location()
-        if redirect_location:
-            if response.status == 303:
-                # Change the method according to RFC 9110, Section 15.4.4.
-                method = "GET"
-                # And lose the body not to transfer anything sensitive.
-                body = None
-                headers = HTTPHeaderDict(headers)._prepare_for_method_change()
-
-            try:
-                retries = retries.increment(method, url, response=response, _pool=self)
-            except MaxRetryError:
-                if retries.raise_on_redirect:
-                    response.drain_conn()
-                    raise
-                return response
-
-            response.drain_conn()
-            retries.sleep_for_retry(response)
-            log.debug("Redirecting %s -> %s", url, redirect_location)
-            return self.urlopen(
-                method,
-                redirect_location,
-                body,
-                headers,
-                retries=retries,
-                redirect=redirect,
-                assert_same_host=assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        # Check if we should retry the HTTP response.
-        has_retry_after = bool(response.headers.get("Retry-After"))
-        if retries.is_retry(method, response.status, has_retry_after):
-            try:
-                retries = retries.increment(method, url, response=response, _pool=self)
-            except MaxRetryError:
-                if retries.raise_on_status:
-                    response.drain_conn()
-                    raise
-                return response
-
-            response.drain_conn()
-            retries.sleep(response)
-            log.debug("Retry: %s", url)
-            return self.urlopen(
-                method,
-                url,
-                body,
-                headers,
-                retries=retries,
-                redirect=redirect,
-                assert_same_host=assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        return response
-
-
-class HTTPSConnectionPool(HTTPConnectionPool):
-    """
-    Same as :class:`.HTTPConnectionPool`, but HTTPS.
-
-    :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
-    ``assert_hostname`` and ``host`` in this order to verify connections.
-    If ``assert_hostname`` is False, no verification is done.
-
-    The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
-    ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
-    is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
-    the connection socket into an SSL socket.
-    """
-
-    scheme = "https"
-    ConnectionCls: type[BaseHTTPSConnection] = HTTPSConnection
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
-        maxsize: int = 1,
-        block: bool = False,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        _proxy: Url | None = None,
-        _proxy_headers: typing.Mapping[str, str] | None = None,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        ssl_version: int | str | None = None,
-        ssl_minimum_version: ssl.TLSVersion | None = None,
-        ssl_maximum_version: ssl.TLSVersion | None = None,
-        assert_hostname: str | typing.Literal[False] | None = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        **conn_kw: typing.Any,
-    ) -> None:
-        super().__init__(
-            host,
-            port,
-            timeout,
-            maxsize,
-            block,
-            headers,
-            retries,
-            _proxy,
-            _proxy_headers,
-            **conn_kw,
-        )
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.cert_reqs = cert_reqs
-        self.key_password = key_password
-        self.ca_certs = ca_certs
-        self.ca_cert_dir = ca_cert_dir
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-
-    def _prepare_proxy(self, conn: HTTPSConnection) -> None:  # type: ignore[override]
-        """Establishes a tunnel connection through HTTP CONNECT."""
-        if self.proxy and self.proxy.scheme == "https":
-            tunnel_scheme = "https"
-        else:
-            tunnel_scheme = "http"
-
-        conn.set_tunnel(
-            scheme=tunnel_scheme,
-            host=self._tunnel_host,
-            port=self.port,
-            headers=self.proxy_headers,
-        )
-        conn.connect()
-
-    def _new_conn(self) -> BaseHTTPSConnection:
-        """
-        Return a fresh :class:`urllib3.connection.HTTPConnection`.
-        """
-        self.num_connections += 1
-        log.debug(
-            "Starting new HTTPS connection (%d): %s:%s",
-            self.num_connections,
-            self.host,
-            self.port or "443",
-        )
-
-        if not self.ConnectionCls or self.ConnectionCls is DummyConnection:  # type: ignore[comparison-overlap]
-            raise ImportError(
-                "Can't connect to HTTPS URL because the SSL module is not available."
-            )
-
-        actual_host: str = self.host
-        actual_port = self.port
-        if self.proxy is not None and self.proxy.host is not None:
-            actual_host = self.proxy.host
-            actual_port = self.proxy.port
-
-        return self.ConnectionCls(
-            host=actual_host,
-            port=actual_port,
-            timeout=self.timeout.connect_timeout,
-            cert_file=self.cert_file,
-            key_file=self.key_file,
-            key_password=self.key_password,
-            cert_reqs=self.cert_reqs,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            assert_hostname=self.assert_hostname,
-            assert_fingerprint=self.assert_fingerprint,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            **self.conn_kw,
-        )
-
-    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
-        """
-        Called right before a request is made, after the socket is created.
-        """
-        super()._validate_conn(conn)
-
-        # Force connect early to allow us to validate the connection.
-        if conn.is_closed:
-            conn.connect()
-
-        # TODO revise this, see https://github.com/urllib3/urllib3/issues/2791
-        if not conn.is_verified and not conn.proxy_is_verified:
-            warnings.warn(
-                (
-                    f"Unverified HTTPS request is being made to host '{conn.host}'. "
-                    "Adding certificate verification is strongly advised. See: "
-                    "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
-                    "#tls-warnings"
-                ),
-                InsecureRequestWarning,
-            )
-
-
-def connection_from_url(url: str, **kw: typing.Any) -> HTTPConnectionPool:
-    """
-    Given a url, return an :class:`.ConnectionPool` instance of its host.
-
-    This is a shortcut for not having to parse out the scheme, host, and port
-    of the url before creating an :class:`.ConnectionPool` instance.
-
-    :param url:
-        Absolute URL string that must include the scheme. Port is optional.
-
-    :param \\**kw:
-        Passes additional parameters to the constructor of the appropriate
-        :class:`.ConnectionPool`. Useful for specifying things like
-        timeout, maxsize, headers, etc.
-
-    Example::
-
-        >>> conn = connection_from_url('http://google.com/')
-        >>> r = conn.request('GET', '/')
-    """
-    scheme, _, host, port, *_ = parse_url(url)
-    scheme = scheme or "http"
-    port = port or port_by_scheme.get(scheme, 80)
-    if scheme == "https":
-        return HTTPSConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
-    else:
-        return HTTPConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
-
-
-@typing.overload
-def _normalize_host(host: None, scheme: str | None) -> None:
-    ...
-
-
-@typing.overload
-def _normalize_host(host: str, scheme: str | None) -> str:
-    ...
-
-
-def _normalize_host(host: str | None, scheme: str | None) -> str | None:
-    """
-    Normalize hosts for comparisons and use with sockets.
-    """
-
-    host = normalize_host(host, scheme)
-
-    # httplib doesn't like it when we include brackets in IPv6 addresses
-    # Specifically, if we include brackets but also pass the port then
-    # httplib crazily doubles up the square brackets on the Host header.
-    # Instead, we need to make sure we never pass ``None`` as the port.
-    # However, for backward compatibility reasons we can't actually
-    # *assert* that.  See http://bugs.python.org/issue28539
-    if host and host.startswith("[") and host.endswith("]"):
-        host = host[1:-1]
-    return host
-
-
-def _url_from_pool(
-    pool: HTTPConnectionPool | HTTPSConnectionPool, path: str | None = None
-) -> str:
-    """Returns the URL from a given connection pool. This is mainly used for testing and logging."""
-    return Url(scheme=pool.scheme, host=pool.host, port=pool.port, path=path).url
-
-
-def _close_pool_connections(pool: queue.LifoQueue[typing.Any]) -> None:
-    """Drains a queue of connections and closes each one."""
-    try:
-        while True:
-            conn = pool.get(block=False)
-            if conn:
-                conn.close()
-    except queue.Empty:
-        pass  # Done.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/__init__.py
deleted file mode 100644
index 8a3c5bebd..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/__init__.py
+++ /dev/null
@@ -1,16 +0,0 @@
-from __future__ import annotations
-
-import urllib3.connection
-
-from ...connectionpool import HTTPConnectionPool, HTTPSConnectionPool
-from .connection import EmscriptenHTTPConnection, EmscriptenHTTPSConnection
-
-
-def inject_into_urllib3() -> None:
-    # override connection classes to use emscripten specific classes
-    # n.b. mypy complains about the overriding of classes below
-    # if it isn't ignored
-    HTTPConnectionPool.ConnectionCls = EmscriptenHTTPConnection
-    HTTPSConnectionPool.ConnectionCls = EmscriptenHTTPSConnection
-    urllib3.connection.HTTPConnection = EmscriptenHTTPConnection  # type: ignore[misc,assignment]
-    urllib3.connection.HTTPSConnection = EmscriptenHTTPSConnection  # type: ignore[misc,assignment]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/connection.py
deleted file mode 100644
index 2ceb4579e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/connection.py
+++ /dev/null
@@ -1,254 +0,0 @@
-from __future__ import annotations
-
-import os
-import typing
-
-# use http.client.HTTPException for consistency with non-emscripten
-from http.client import HTTPException as HTTPException  # noqa: F401
-from http.client import ResponseNotReady
-
-from ..._base_connection import _TYPE_BODY
-from ...connection import HTTPConnection, ProxyConfig, port_by_scheme
-from ...exceptions import TimeoutError
-from ...response import BaseHTTPResponse
-from ...util.connection import _TYPE_SOCKET_OPTIONS
-from ...util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-from ...util.url import Url
-from .fetch import _RequestError, _TimeoutError, send_request, send_streaming_request
-from .request import EmscriptenRequest
-from .response import EmscriptenHttpResponseWrapper, EmscriptenResponse
-
-if typing.TYPE_CHECKING:
-    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-
-class EmscriptenHTTPConnection:
-    default_port: typing.ClassVar[int] = port_by_scheme["http"]
-    default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-    timeout: None | (float)
-
-    host: str
-    port: int
-    blocksize: int
-    source_address: tuple[str, int] | None
-    socket_options: _TYPE_SOCKET_OPTIONS | None
-
-    proxy: Url | None
-    proxy_config: ProxyConfig | None
-
-    is_verified: bool = False
-    proxy_is_verified: bool | None = None
-
-    _response: EmscriptenResponse | None
-
-    def __init__(
-        self,
-        host: str,
-        port: int = 0,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 8192,
-        socket_options: _TYPE_SOCKET_OPTIONS | None = None,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-    ) -> None:
-        self.host = host
-        self.port = port
-        self.timeout = timeout if isinstance(timeout, float) else 0.0
-        self.scheme = "http"
-        self._closed = True
-        self._response = None
-        # ignore these things because we don't
-        # have control over that stuff
-        self.proxy = None
-        self.proxy_config = None
-        self.blocksize = blocksize
-        self.source_address = None
-        self.socket_options = None
-        self.is_verified = False
-
-    def set_tunnel(
-        self,
-        host: str,
-        port: int | None = 0,
-        headers: typing.Mapping[str, str] | None = None,
-        scheme: str = "http",
-    ) -> None:
-        pass
-
-    def connect(self) -> None:
-        pass
-
-    def request(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        # We know *at least* botocore is depending on the order of the
-        # first 3 parameters so to be safe we only mark the later ones
-        # as keyword-only to ensure we have space to extend.
-        *,
-        chunked: bool = False,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> None:
-        self._closed = False
-        if url.startswith("/"):
-            # no scheme / host / port included, make a full url
-            url = f"{self.scheme}://{self.host}:{self.port}" + url
-        request = EmscriptenRequest(
-            url=url,
-            method=method,
-            timeout=self.timeout if self.timeout else 0,
-            decode_content=decode_content,
-        )
-        request.set_body(body)
-        if headers:
-            for k, v in headers.items():
-                request.set_header(k, v)
-        self._response = None
-        try:
-            if not preload_content:
-                self._response = send_streaming_request(request)
-            if self._response is None:
-                self._response = send_request(request)
-        except _TimeoutError as e:
-            raise TimeoutError(e.message) from e
-        except _RequestError as e:
-            raise HTTPException(e.message) from e
-
-    def getresponse(self) -> BaseHTTPResponse:
-        if self._response is not None:
-            return EmscriptenHttpResponseWrapper(
-                internal_response=self._response,
-                url=self._response.request.url,
-                connection=self,
-            )
-        else:
-            raise ResponseNotReady()
-
-    def close(self) -> None:
-        self._closed = True
-        self._response = None
-
-    @property
-    def is_closed(self) -> bool:
-        """Whether the connection either is brand new or has been previously closed.
-        If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
-        properties must be False.
-        """
-        return self._closed
-
-    @property
-    def is_connected(self) -> bool:
-        """Whether the connection is actively connected to any origin (proxy or target)"""
-        return True
-
-    @property
-    def has_connected_to_proxy(self) -> bool:
-        """Whether the connection has successfully connected to its proxy.
-        This returns False if no proxy is in use. Used to determine whether
-        errors are coming from the proxy layer or from tunnelling to the target origin.
-        """
-        return False
-
-
-class EmscriptenHTTPSConnection(EmscriptenHTTPConnection):
-    default_port = port_by_scheme["https"]
-    # all this is basically ignored, as browser handles https
-    cert_reqs: int | str | None = None
-    ca_certs: str | None = None
-    ca_cert_dir: str | None = None
-    ca_cert_data: None | str | bytes = None
-    cert_file: str | None
-    key_file: str | None
-    key_password: str | None
-    ssl_context: typing.Any | None
-    ssl_version: int | str | None = None
-    ssl_minimum_version: int | None = None
-    ssl_maximum_version: int | None = None
-    assert_hostname: None | str | typing.Literal[False]
-    assert_fingerprint: str | None = None
-
-    def __init__(
-        self,
-        host: str,
-        port: int = 0,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | _TYPE_SOCKET_OPTIONS = HTTPConnection.default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-        cert_reqs: int | str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        server_hostname: str | None = None,
-        ssl_context: typing.Any | None = None,
-        ca_certs: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-        ssl_minimum_version: int | None = None,
-        ssl_maximum_version: int | None = None,
-        ssl_version: int | str | None = None,  # Deprecated
-        cert_file: str | None = None,
-        key_file: str | None = None,
-        key_password: str | None = None,
-    ) -> None:
-        super().__init__(
-            host,
-            port=port,
-            timeout=timeout,
-            source_address=source_address,
-            blocksize=blocksize,
-            socket_options=socket_options,
-            proxy=proxy,
-            proxy_config=proxy_config,
-        )
-        self.scheme = "https"
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.key_password = key_password
-        self.ssl_context = ssl_context
-        self.server_hostname = server_hostname
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-        self.cert_reqs = None
-
-        # The browser will automatically verify all requests.
-        # We have no control over that setting.
-        self.is_verified = True
-
-    def set_cert(
-        self,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-    ) -> None:
-        pass
-
-
-# verify that this class implements BaseHTTP(s) connection correctly
-if typing.TYPE_CHECKING:
-    _supports_http_protocol: BaseHTTPConnection = EmscriptenHTTPConnection("", 0)
-    _supports_https_protocol: BaseHTTPSConnection = EmscriptenHTTPSConnection("", 0)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
deleted file mode 100644
index 243b86222..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
+++ /dev/null
@@ -1,110 +0,0 @@
-let Status = {
-  SUCCESS_HEADER: -1,
-  SUCCESS_EOF: -2,
-  ERROR_TIMEOUT: -3,
-  ERROR_EXCEPTION: -4,
-};
-
-let connections = {};
-let nextConnectionID = 1;
-const encoder = new TextEncoder();
-
-self.addEventListener("message", async function (event) {
-  if (event.data.close) {
-    let connectionID = event.data.close;
-    delete connections[connectionID];
-    return;
-  } else if (event.data.getMore) {
-    let connectionID = event.data.getMore;
-    let { curOffset, value, reader, intBuffer, byteBuffer } =
-      connections[connectionID];
-    // if we still have some in buffer, then just send it back straight away
-    if (!value || curOffset >= value.length) {
-      // read another buffer if required
-      try {
-        let readResponse = await reader.read();
-
-        if (readResponse.done) {
-          // read everything - clear connection and return
-          delete connections[connectionID];
-          Atomics.store(intBuffer, 0, Status.SUCCESS_EOF);
-          Atomics.notify(intBuffer, 0);
-          // finished reading successfully
-          // return from event handler
-          return;
-        }
-        curOffset = 0;
-        connections[connectionID].value = readResponse.value;
-        value = readResponse.value;
-      } catch (error) {
-        console.log("Request exception:", error);
-        let errorBytes = encoder.encode(error.message);
-        let written = errorBytes.length;
-        byteBuffer.set(errorBytes);
-        intBuffer[1] = written;
-        Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
-        Atomics.notify(intBuffer, 0);
-      }
-    }
-
-    // send as much buffer as we can
-    let curLen = value.length - curOffset;
-    if (curLen > byteBuffer.length) {
-      curLen = byteBuffer.length;
-    }
-    byteBuffer.set(value.subarray(curOffset, curOffset + curLen), 0);
-
-    Atomics.store(intBuffer, 0, curLen); // store current length in bytes
-    Atomics.notify(intBuffer, 0);
-    curOffset += curLen;
-    connections[connectionID].curOffset = curOffset;
-
-    return;
-  } else {
-    // start fetch
-    let connectionID = nextConnectionID;
-    nextConnectionID += 1;
-    const intBuffer = new Int32Array(event.data.buffer);
-    const byteBuffer = new Uint8Array(event.data.buffer, 8);
-    try {
-      const response = await fetch(event.data.url, event.data.fetchParams);
-      // return the headers first via textencoder
-      var headers = [];
-      for (const pair of response.headers.entries()) {
-        headers.push([pair[0], pair[1]]);
-      }
-      let headerObj = {
-        headers: headers,
-        status: response.status,
-        connectionID,
-      };
-      const headerText = JSON.stringify(headerObj);
-      let headerBytes = encoder.encode(headerText);
-      let written = headerBytes.length;
-      byteBuffer.set(headerBytes);
-      intBuffer[1] = written;
-      // make a connection
-      connections[connectionID] = {
-        reader: response.body.getReader(),
-        intBuffer: intBuffer,
-        byteBuffer: byteBuffer,
-        value: undefined,
-        curOffset: 0,
-      };
-      // set header ready
-      Atomics.store(intBuffer, 0, Status.SUCCESS_HEADER);
-      Atomics.notify(intBuffer, 0);
-      // all fetching after this goes through a new postmessage call with getMore
-      // this allows for parallel requests
-    } catch (error) {
-      console.log("Request exception:", error);
-      let errorBytes = encoder.encode(error.message);
-      let written = errorBytes.length;
-      byteBuffer.set(errorBytes);
-      intBuffer[1] = written;
-      Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
-      Atomics.notify(intBuffer, 0);
-    }
-  }
-});
-self.postMessage({ inited: true });
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/fetch.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/fetch.py
deleted file mode 100644
index 8d197ea1e..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/fetch.py
+++ /dev/null
@@ -1,418 +0,0 @@
-"""
-Support for streaming http requests in emscripten.
-
-A few caveats -
-
-Firstly, you can't do streaming http in the main UI thread, because atomics.wait isn't allowed.
-Streaming only works if you're running pyodide in a web worker.
-
-Secondly, this uses an extra web worker and SharedArrayBuffer to do the asynchronous fetch
-operation, so it requires that you have crossOriginIsolation enabled, by serving over https
-(or from localhost) with the two headers below set:
-
-    Cross-Origin-Opener-Policy: same-origin
-    Cross-Origin-Embedder-Policy: require-corp
-
-You can tell if cross origin isolation is successfully enabled by looking at the global crossOriginIsolated variable in
-javascript console. If it isn't, streaming requests will fallback to XMLHttpRequest, i.e. getting the whole
-request into a buffer and then returning it. it shows a warning in the javascript console in this case.
-
-Finally, the webworker which does the streaming fetch is created on initial import, but will only be started once
-control is returned to javascript. Call `await wait_for_streaming_ready()` to wait for streaming fetch.
-
-NB: in this code, there are a lot of javascript objects. They are named js_*
-to make it clear what type of object they are.
-"""
-from __future__ import annotations
-
-import io
-import json
-from email.parser import Parser
-from importlib.resources import files
-from typing import TYPE_CHECKING, Any
-
-import js  # type: ignore[import-not-found]
-from pyodide.ffi import (  # type: ignore[import-not-found]
-    JsArray,
-    JsException,
-    JsProxy,
-    to_js,
-)
-
-if TYPE_CHECKING:
-    from typing_extensions import Buffer
-
-from .request import EmscriptenRequest
-from .response import EmscriptenResponse
-
-"""
-There are some headers that trigger unintended CORS preflight requests.
-See also https://github.com/koenvo/pyodide-http/issues/22
-"""
-HEADERS_TO_IGNORE = ("user-agent",)
-
-SUCCESS_HEADER = -1
-SUCCESS_EOF = -2
-ERROR_TIMEOUT = -3
-ERROR_EXCEPTION = -4
-
-_STREAMING_WORKER_CODE = (
-    files(__package__)
-    .joinpath("emscripten_fetch_worker.js")
-    .read_text(encoding="utf-8")
-)
-
-
-class _RequestError(Exception):
-    def __init__(
-        self,
-        message: str | None = None,
-        *,
-        request: EmscriptenRequest | None = None,
-        response: EmscriptenResponse | None = None,
-    ):
-        self.request = request
-        self.response = response
-        self.message = message
-        super().__init__(self.message)
-
-
-class _StreamingError(_RequestError):
-    pass
-
-
-class _TimeoutError(_RequestError):
-    pass
-
-
-def _obj_from_dict(dict_val: dict[str, Any]) -> JsProxy:
-    return to_js(dict_val, dict_converter=js.Object.fromEntries)
-
-
-class _ReadStream(io.RawIOBase):
-    def __init__(
-        self,
-        int_buffer: JsArray,
-        byte_buffer: JsArray,
-        timeout: float,
-        worker: JsProxy,
-        connection_id: int,
-        request: EmscriptenRequest,
-    ):
-        self.int_buffer = int_buffer
-        self.byte_buffer = byte_buffer
-        self.read_pos = 0
-        self.read_len = 0
-        self.connection_id = connection_id
-        self.worker = worker
-        self.timeout = int(1000 * timeout) if timeout > 0 else None
-        self.is_live = True
-        self._is_closed = False
-        self.request: EmscriptenRequest | None = request
-
-    def __del__(self) -> None:
-        self.close()
-
-    # this is compatible with _base_connection
-    def is_closed(self) -> bool:
-        return self._is_closed
-
-    # for compatibility with RawIOBase
-    @property
-    def closed(self) -> bool:
-        return self.is_closed()
-
-    def close(self) -> None:
-        if not self.is_closed():
-            self.read_len = 0
-            self.read_pos = 0
-            self.int_buffer = None
-            self.byte_buffer = None
-            self._is_closed = True
-            self.request = None
-            if self.is_live:
-                self.worker.postMessage(_obj_from_dict({"close": self.connection_id}))
-                self.is_live = False
-            super().close()
-
-    def readable(self) -> bool:
-        return True
-
-    def writable(self) -> bool:
-        return False
-
-    def seekable(self) -> bool:
-        return False
-
-    def readinto(self, byte_obj: Buffer) -> int:
-        if not self.int_buffer:
-            raise _StreamingError(
-                "No buffer for stream in _ReadStream.readinto",
-                request=self.request,
-                response=None,
-            )
-        if self.read_len == 0:
-            # wait for the worker to send something
-            js.Atomics.store(self.int_buffer, 0, ERROR_TIMEOUT)
-            self.worker.postMessage(_obj_from_dict({"getMore": self.connection_id}))
-            if (
-                js.Atomics.wait(self.int_buffer, 0, ERROR_TIMEOUT, self.timeout)
-                == "timed-out"
-            ):
-                raise _TimeoutError
-            data_len = self.int_buffer[0]
-            if data_len > 0:
-                self.read_len = data_len
-                self.read_pos = 0
-            elif data_len == ERROR_EXCEPTION:
-                string_len = self.int_buffer[1]
-                # decode the error string
-                js_decoder = js.TextDecoder.new()
-                json_str = js_decoder.decode(self.byte_buffer.slice(0, string_len))
-                raise _StreamingError(
-                    f"Exception thrown in fetch: {json_str}",
-                    request=self.request,
-                    response=None,
-                )
-            else:
-                # EOF, free the buffers and return zero
-                # and free the request
-                self.is_live = False
-                self.close()
-                return 0
-        # copy from int32array to python bytes
-        ret_length = min(self.read_len, len(memoryview(byte_obj)))
-        subarray = self.byte_buffer.subarray(
-            self.read_pos, self.read_pos + ret_length
-        ).to_py()
-        memoryview(byte_obj)[0:ret_length] = subarray
-        self.read_len -= ret_length
-        self.read_pos += ret_length
-        return ret_length
-
-
-class _StreamingFetcher:
-    def __init__(self) -> None:
-        # make web-worker and data buffer on startup
-        self.streaming_ready = False
-
-        js_data_blob = js.Blob.new(
-            [_STREAMING_WORKER_CODE], _obj_from_dict({"type": "application/javascript"})
-        )
-
-        def promise_resolver(js_resolve_fn: JsProxy, js_reject_fn: JsProxy) -> None:
-            def onMsg(e: JsProxy) -> None:
-                self.streaming_ready = True
-                js_resolve_fn(e)
-
-            def onErr(e: JsProxy) -> None:
-                js_reject_fn(e)  # Defensive: never happens in ci
-
-            self.js_worker.onmessage = onMsg
-            self.js_worker.onerror = onErr
-
-        js_data_url = js.URL.createObjectURL(js_data_blob)
-        self.js_worker = js.globalThis.Worker.new(js_data_url)
-        self.js_worker_ready_promise = js.globalThis.Promise.new(promise_resolver)
-
-    def send(self, request: EmscriptenRequest) -> EmscriptenResponse:
-        headers = {
-            k: v for k, v in request.headers.items() if k not in HEADERS_TO_IGNORE
-        }
-
-        body = request.body
-        fetch_data = {"headers": headers, "body": to_js(body), "method": request.method}
-        # start the request off in the worker
-        timeout = int(1000 * request.timeout) if request.timeout > 0 else None
-        js_shared_buffer = js.SharedArrayBuffer.new(1048576)
-        js_int_buffer = js.Int32Array.new(js_shared_buffer)
-        js_byte_buffer = js.Uint8Array.new(js_shared_buffer, 8)
-
-        js.Atomics.store(js_int_buffer, 0, ERROR_TIMEOUT)
-        js.Atomics.notify(js_int_buffer, 0)
-        js_absolute_url = js.URL.new(request.url, js.location).href
-        self.js_worker.postMessage(
-            _obj_from_dict(
-                {
-                    "buffer": js_shared_buffer,
-                    "url": js_absolute_url,
-                    "fetchParams": fetch_data,
-                }
-            )
-        )
-        # wait for the worker to send something
-        js.Atomics.wait(js_int_buffer, 0, ERROR_TIMEOUT, timeout)
-        if js_int_buffer[0] == ERROR_TIMEOUT:
-            raise _TimeoutError(
-                "Timeout connecting to streaming request",
-                request=request,
-                response=None,
-            )
-        elif js_int_buffer[0] == SUCCESS_HEADER:
-            # got response
-            # header length is in second int of intBuffer
-            string_len = js_int_buffer[1]
-            # decode the rest to a JSON string
-            js_decoder = js.TextDecoder.new()
-            # this does a copy (the slice) because decode can't work on shared array
-            # for some silly reason
-            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
-            # get it as an object
-            response_obj = json.loads(json_str)
-            return EmscriptenResponse(
-                request=request,
-                status_code=response_obj["status"],
-                headers=response_obj["headers"],
-                body=_ReadStream(
-                    js_int_buffer,
-                    js_byte_buffer,
-                    request.timeout,
-                    self.js_worker,
-                    response_obj["connectionID"],
-                    request,
-                ),
-            )
-        elif js_int_buffer[0] == ERROR_EXCEPTION:
-            string_len = js_int_buffer[1]
-            # decode the error string
-            js_decoder = js.TextDecoder.new()
-            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
-            raise _StreamingError(
-                f"Exception thrown in fetch: {json_str}", request=request, response=None
-            )
-        else:
-            raise _StreamingError(
-                f"Unknown status from worker in fetch: {js_int_buffer[0]}",
-                request=request,
-                response=None,
-            )
-
-
-# check if we are in a worker or not
-def is_in_browser_main_thread() -> bool:
-    return hasattr(js, "window") and hasattr(js, "self") and js.self == js.window
-
-
-def is_cross_origin_isolated() -> bool:
-    return hasattr(js, "crossOriginIsolated") and js.crossOriginIsolated
-
-
-def is_in_node() -> bool:
-    return (
-        hasattr(js, "process")
-        and hasattr(js.process, "release")
-        and hasattr(js.process.release, "name")
-        and js.process.release.name == "node"
-    )
-
-
-def is_worker_available() -> bool:
-    return hasattr(js, "Worker") and hasattr(js, "Blob")
-
-
-_fetcher: _StreamingFetcher | None = None
-
-if is_worker_available() and (
-    (is_cross_origin_isolated() and not is_in_browser_main_thread())
-    and (not is_in_node())
-):
-    _fetcher = _StreamingFetcher()
-else:
-    _fetcher = None
-
-
-def send_streaming_request(request: EmscriptenRequest) -> EmscriptenResponse | None:
-    if _fetcher and streaming_ready():
-        return _fetcher.send(request)
-    else:
-        _show_streaming_warning()
-        return None
-
-
-_SHOWN_TIMEOUT_WARNING = False
-
-
-def _show_timeout_warning() -> None:
-    global _SHOWN_TIMEOUT_WARNING
-    if not _SHOWN_TIMEOUT_WARNING:
-        _SHOWN_TIMEOUT_WARNING = True
-        message = "Warning: Timeout is not available on main browser thread"
-        js.console.warn(message)
-
-
-_SHOWN_STREAMING_WARNING = False
-
-
-def _show_streaming_warning() -> None:
-    global _SHOWN_STREAMING_WARNING
-    if not _SHOWN_STREAMING_WARNING:
-        _SHOWN_STREAMING_WARNING = True
-        message = "Can't stream HTTP requests because: \n"
-        if not is_cross_origin_isolated():
-            message += "  Page is not cross-origin isolated\n"
-        if is_in_browser_main_thread():
-            message += "  Python is running in main browser thread\n"
-        if not is_worker_available():
-            message += " Worker or Blob classes are not available in this environment."  # Defensive: this is always False in browsers that we test in
-        if streaming_ready() is False:
-            message += """ Streaming fetch worker isn't ready. If you want to be sure that streaming fetch
-is working, you need to call: 'await urllib3.contrib.emscripten.fetch.wait_for_streaming_ready()`"""
-        from js import console
-
-        console.warn(message)
-
-
-def send_request(request: EmscriptenRequest) -> EmscriptenResponse:
-    try:
-        js_xhr = js.XMLHttpRequest.new()
-
-        if not is_in_browser_main_thread():
-            js_xhr.responseType = "arraybuffer"
-            if request.timeout:
-                js_xhr.timeout = int(request.timeout * 1000)
-        else:
-            js_xhr.overrideMimeType("text/plain; charset=ISO-8859-15")
-            if request.timeout:
-                # timeout isn't available on the main thread - show a warning in console
-                # if it is set
-                _show_timeout_warning()
-
-        js_xhr.open(request.method, request.url, False)
-        for name, value in request.headers.items():
-            if name.lower() not in HEADERS_TO_IGNORE:
-                js_xhr.setRequestHeader(name, value)
-
-        js_xhr.send(to_js(request.body))
-
-        headers = dict(Parser().parsestr(js_xhr.getAllResponseHeaders()))
-
-        if not is_in_browser_main_thread():
-            body = js_xhr.response.to_py().tobytes()
-        else:
-            body = js_xhr.response.encode("ISO-8859-15")
-        return EmscriptenResponse(
-            status_code=js_xhr.status, headers=headers, body=body, request=request
-        )
-    except JsException as err:
-        if err.name == "TimeoutError":
-            raise _TimeoutError(err.message, request=request)
-        elif err.name == "NetworkError":
-            raise _RequestError(err.message, request=request)
-        else:
-            # general http error
-            raise _RequestError(err.message, request=request)
-
-
-def streaming_ready() -> bool | None:
-    if _fetcher:
-        return _fetcher.streaming_ready
-    else:
-        return None  # no fetcher, return None to signify that
-
-
-async def wait_for_streaming_ready() -> bool:
-    if _fetcher:
-        await _fetcher.js_worker_ready_promise
-        return True
-    else:
-        return False
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/request.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/request.py
deleted file mode 100644
index e692e692b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/request.py
+++ /dev/null
@@ -1,22 +0,0 @@
-from __future__ import annotations
-
-from dataclasses import dataclass, field
-
-from ..._base_connection import _TYPE_BODY
-
-
-@dataclass
-class EmscriptenRequest:
-    method: str
-    url: str
-    params: dict[str, str] | None = None
-    body: _TYPE_BODY | None = None
-    headers: dict[str, str] = field(default_factory=dict)
-    timeout: float = 0
-    decode_content: bool = True
-
-    def set_header(self, name: str, value: str) -> None:
-        self.headers[name.capitalize()] = value
-
-    def set_body(self, body: _TYPE_BODY | None) -> None:
-        self.body = body
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/response.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/response.py
deleted file mode 100644
index cd3d80e43..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/emscripten/response.py
+++ /dev/null
@@ -1,285 +0,0 @@
-from __future__ import annotations
-
-import json as _json
-import logging
-import typing
-from contextlib import contextmanager
-from dataclasses import dataclass
-from http.client import HTTPException as HTTPException
-from io import BytesIO, IOBase
-
-from ...exceptions import InvalidHeader, TimeoutError
-from ...response import BaseHTTPResponse
-from ...util.retry import Retry
-from .request import EmscriptenRequest
-
-if typing.TYPE_CHECKING:
-    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-log = logging.getLogger(__name__)
-
-
-@dataclass
-class EmscriptenResponse:
-    status_code: int
-    headers: dict[str, str]
-    body: IOBase | bytes
-    request: EmscriptenRequest
-
-
-class EmscriptenHttpResponseWrapper(BaseHTTPResponse):
-    def __init__(
-        self,
-        internal_response: EmscriptenResponse,
-        url: str | None = None,
-        connection: BaseHTTPConnection | BaseHTTPSConnection | None = None,
-    ):
-        self._pool = None  # set by pool class
-        self._body = None
-        self._response = internal_response
-        self._url = url
-        self._connection = connection
-        self._closed = False
-        super().__init__(
-            headers=internal_response.headers,
-            status=internal_response.status_code,
-            request_url=url,
-            version=0,
-            version_string="HTTP/?",
-            reason="",
-            decode_content=True,
-        )
-        self.length_remaining = self._init_length(self._response.request.method)
-        self.length_is_certain = False
-
-    @property
-    def url(self) -> str | None:
-        return self._url
-
-    @url.setter
-    def url(self, url: str | None) -> None:
-        self._url = url
-
-    @property
-    def connection(self) -> BaseHTTPConnection | BaseHTTPSConnection | None:
-        return self._connection
-
-    @property
-    def retries(self) -> Retry | None:
-        return self._retries
-
-    @retries.setter
-    def retries(self, retries: Retry | None) -> None:
-        # Override the request_url if retries has a redirect location.
-        self._retries = retries
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        A generator wrapper for the read() method. A call will block until
-        ``amt`` bytes have been read from the connection or until the
-        connection is closed.
-
-        :param amt:
-            How much of the content to read. The generator will return up to
-            much data per iteration, but may return less. This is particularly
-            likely when using compressed data. However, the empty string will
-            never be returned.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        while True:
-            data = self.read(amt=amt, decode_content=decode_content)
-
-            if data:
-                yield data
-            else:
-                break
-
-    def _init_length(self, request_method: str | None) -> int | None:
-        length: int | None
-        content_length: str | None = self.headers.get("content-length")
-
-        if content_length is not None:
-            try:
-                # RFC 7230 section 3.3.2 specifies multiple content lengths can
-                # be sent in a single Content-Length header
-                # (e.g. Content-Length: 42, 42). This line ensures the values
-                # are all valid ints and that as long as the `set` length is 1,
-                # all values are the same. Otherwise, the header is invalid.
-                lengths = {int(val) for val in content_length.split(",")}
-                if len(lengths) > 1:
-                    raise InvalidHeader(
-                        "Content-Length contained multiple "
-                        "unmatching values (%s)" % content_length
-                    )
-                length = lengths.pop()
-            except ValueError:
-                length = None
-            else:
-                if length < 0:
-                    length = None
-
-        else:  # if content_length is None
-            length = None
-
-        # Check for responses that shouldn't include a body
-        if (
-            self.status in (204, 304)
-            or 100 <= self.status < 200
-            or request_method == "HEAD"
-        ):
-            length = 0
-
-        return length
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,  # ignored because browser decodes always
-        cache_content: bool = False,
-    ) -> bytes:
-        if (
-            self._closed
-            or self._response is None
-            or (isinstance(self._response.body, IOBase) and self._response.body.closed)
-        ):
-            return b""
-
-        with self._error_catcher():
-            # body has been preloaded as a string by XmlHttpRequest
-            if not isinstance(self._response.body, IOBase):
-                self.length_remaining = len(self._response.body)
-                self.length_is_certain = True
-                # wrap body in IOStream
-                self._response.body = BytesIO(self._response.body)
-            if amt is not None and amt >= 0:
-                # don't cache partial content
-                cache_content = False
-                data = self._response.body.read(amt)
-                if self.length_remaining is not None:
-                    self.length_remaining = max(self.length_remaining - len(data), 0)
-                if (self.length_is_certain and self.length_remaining == 0) or len(
-                    data
-                ) < amt:
-                    # definitely finished reading, close response stream
-                    self._response.body.close()
-                return typing.cast(bytes, data)
-            else:  # read all we can (and cache it)
-                data = self._response.body.read()
-                if cache_content:
-                    self._body = data
-                if self.length_remaining is not None:
-                    self.length_remaining = max(self.length_remaining - len(data), 0)
-                if len(data) == 0 or (
-                    self.length_is_certain and self.length_remaining == 0
-                ):
-                    # definitely finished reading, close response stream
-                    self._response.body.close()
-                return typing.cast(bytes, data)
-
-    def read_chunked(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> typing.Generator[bytes, None, None]:
-        # chunked is handled by browser
-        while True:
-            bytes = self.read(amt, decode_content)
-            if not bytes:
-                break
-            yield bytes
-
-    def release_conn(self) -> None:
-        if not self._pool or not self._connection:
-            return None
-
-        self._pool._put_conn(self._connection)
-        self._connection = None
-
-    def drain_conn(self) -> None:
-        self.close()
-
-    @property
-    def data(self) -> bytes:
-        if self._body:
-            return self._body
-        else:
-            return self.read(cache_content=True)
-
-    def json(self) -> typing.Any:
-        """
-        Deserializes the body of the HTTP response as a Python object.
-
-        The body of the HTTP response must be encoded using UTF-8, as per
-        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
-
-        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
-        your custom decoder instead.
-
-        If the body of the HTTP response is not decodable to UTF-8, a
-        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
-        valid JSON document, a `json.JSONDecodeError` will be raised.
-
-        Read more :ref:`here <json_content>`.
-
-        :returns: The body of the HTTP response as a Python object.
-        """
-        data = self.data.decode("utf-8")
-        return _json.loads(data)
-
-    def close(self) -> None:
-        if not self._closed:
-            if isinstance(self._response.body, IOBase):
-                self._response.body.close()
-            if self._connection:
-                self._connection.close()
-                self._connection = None
-            self._closed = True
-
-    @contextmanager
-    def _error_catcher(self) -> typing.Generator[None, None, None]:
-        """
-        Catch Emscripten specific exceptions thrown by fetch.py,
-        instead re-raising urllib3 variants, so that low-level exceptions
-        are not leaked in the high-level api.
-
-        On exit, release the connection back to the pool.
-        """
-        from .fetch import _RequestError, _TimeoutError  # avoid circular import
-
-        clean_exit = False
-
-        try:
-            yield
-            # If no exception is thrown, we should avoid cleaning up
-            # unnecessarily.
-            clean_exit = True
-        except _TimeoutError as e:
-            raise TimeoutError(str(e))
-        except _RequestError as e:
-            raise HTTPException(str(e))
-        finally:
-            # If we didn't terminate cleanly, we need to throw away our
-            # connection.
-            if not clean_exit:
-                # The response may not be closed but we're not going to use it
-                # anymore so close it now
-                if (
-                    isinstance(self._response.body, IOBase)
-                    and not self._response.body.closed
-                ):
-                    self._response.body.close()
-                # release the connection back to the pool
-                self.release_conn()
-            else:
-                # If we have read everything from the response stream,
-                # return the connection back to the pool.
-                if (
-                    isinstance(self._response.body, IOBase)
-                    and self._response.body.closed
-                ):
-                    self.release_conn()
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/pyopenssl.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/pyopenssl.py
deleted file mode 100644
index b89a6dab8..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/pyopenssl.py
+++ /dev/null
@@ -1,548 +0,0 @@
-"""
-Module for using pyOpenSSL as a TLS backend. This module was relevant before
-the standard library ``ssl`` module supported SNI, but now that we've dropped
-support for Python 2.7 all relevant Python versions support SNI so
-**this module is no longer recommended**.
-
-This needs the following packages installed:
-
-* `pyOpenSSL`_ (tested with 16.0.0)
-* `cryptography`_ (minimum 1.3.4, from pyopenssl)
-* `idna`_ (minimum 2.0)
-
-However, pyOpenSSL depends on cryptography, so while we use all three directly here we
-end up having relatively few packages required.
-
-You can install them with the following command:
-
-.. code-block:: bash
-
-    $ python -m pip install pyopenssl cryptography idna
-
-To activate certificate checking, call
-:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
-before you begin making HTTP requests. This can be done in a ``sitecustomize``
-module, or at any other time before your application begins using ``urllib3``,
-like this:
-
-.. code-block:: python
-
-    try:
-        import urllib3.contrib.pyopenssl
-        urllib3.contrib.pyopenssl.inject_into_urllib3()
-    except ImportError:
-        pass
-
-.. _pyopenssl: https://www.pyopenssl.org
-.. _cryptography: https://cryptography.io
-.. _idna: https://github.com/kjd/idna
-"""
-
-from __future__ import annotations
-
-import OpenSSL.SSL  # type: ignore[import-untyped]
-from cryptography import x509
-
-try:
-    from cryptography.x509 import UnsupportedExtension  # type: ignore[attr-defined]
-except ImportError:
-    # UnsupportedExtension is gone in cryptography >= 2.1.0
-    class UnsupportedExtension(Exception):  # type: ignore[no-redef]
-        pass
-
-
-import logging
-import ssl
-import typing
-from io import BytesIO
-from socket import socket as socket_cls
-from socket import timeout
-
-from .. import util
-
-if typing.TYPE_CHECKING:
-    from OpenSSL.crypto import X509  # type: ignore[import-untyped]
-
-
-__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
-
-# Map from urllib3 to PyOpenSSL compatible parameter-values.
-_openssl_versions: dict[int, int] = {
-    util.ssl_.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
-    util.ssl_.PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
-    ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
-}
-
-if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
-    _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
-
-if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
-    _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
-
-
-_stdlib_to_openssl_verify = {
-    ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
-    ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
-    ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
-    + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
-}
-_openssl_to_stdlib_verify = {v: k for k, v in _stdlib_to_openssl_verify.items()}
-
-# The SSLvX values are the most likely to be missing in the future
-# but we check them all just to be sure.
-_OP_NO_SSLv2_OR_SSLv3: int = getattr(OpenSSL.SSL, "OP_NO_SSLv2", 0) | getattr(
-    OpenSSL.SSL, "OP_NO_SSLv3", 0
-)
-_OP_NO_TLSv1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1", 0)
-_OP_NO_TLSv1_1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_1", 0)
-_OP_NO_TLSv1_2: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_2", 0)
-_OP_NO_TLSv1_3: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_3", 0)
-
-_openssl_to_ssl_minimum_version: dict[int, int] = {
-    ssl.TLSVersion.MINIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.TLSv1: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1,
-    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1,
-    ssl.TLSVersion.TLSv1_3: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
-    ),
-    ssl.TLSVersion.MAXIMUM_SUPPORTED: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
-    ),
-}
-_openssl_to_ssl_maximum_version: dict[int, int] = {
-    ssl.TLSVersion.MINIMUM_SUPPORTED: (
-        _OP_NO_SSLv2_OR_SSLv3
-        | _OP_NO_TLSv1
-        | _OP_NO_TLSv1_1
-        | _OP_NO_TLSv1_2
-        | _OP_NO_TLSv1_3
-    ),
-    ssl.TLSVersion.TLSv1: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3
-    ),
-    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3,
-    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_3,
-    ssl.TLSVersion.TLSv1_3: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.MAXIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
-}
-
-# OpenSSL will only write 16K at a time
-SSL_WRITE_BLOCKSIZE = 16384
-
-orig_util_SSLContext = util.ssl_.SSLContext
-
-
-log = logging.getLogger(__name__)
-
-
-def inject_into_urllib3() -> None:
-    "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
-
-    _validate_dependencies_met()
-
-    util.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
-    util.ssl_.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
-    util.IS_PYOPENSSL = True
-    util.ssl_.IS_PYOPENSSL = True
-
-
-def extract_from_urllib3() -> None:
-    "Undo monkey-patching by :func:`inject_into_urllib3`."
-
-    util.SSLContext = orig_util_SSLContext
-    util.ssl_.SSLContext = orig_util_SSLContext
-    util.IS_PYOPENSSL = False
-    util.ssl_.IS_PYOPENSSL = False
-
-
-def _validate_dependencies_met() -> None:
-    """
-    Verifies that PyOpenSSL's package-level dependencies have been met.
-    Throws `ImportError` if they are not met.
-    """
-    # Method added in `cryptography==1.1`; not available in older versions
-    from cryptography.x509.extensions import Extensions
-
-    if getattr(Extensions, "get_extension_for_class", None) is None:
-        raise ImportError(
-            "'cryptography' module missing required functionality.  "
-            "Try upgrading to v1.3.4 or newer."
-        )
-
-    # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
-    # attribute is only present on those versions.
-    from OpenSSL.crypto import X509
-
-    x509 = X509()
-    if getattr(x509, "_x509", None) is None:
-        raise ImportError(
-            "'pyOpenSSL' module missing required functionality. "
-            "Try upgrading to v0.14 or newer."
-        )
-
-
-def _dnsname_to_stdlib(name: str) -> str | None:
-    """
-    Converts a dNSName SubjectAlternativeName field to the form used by the
-    standard library on the given Python version.
-
-    Cryptography produces a dNSName as a unicode string that was idna-decoded
-    from ASCII bytes. We need to idna-encode that string to get it back, and
-    then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
-    uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
-
-    If the name cannot be idna-encoded then we return None signalling that
-    the name given should be skipped.
-    """
-
-    def idna_encode(name: str) -> bytes | None:
-        """
-        Borrowed wholesale from the Python Cryptography Project. It turns out
-        that we can't just safely call `idna.encode`: it can explode for
-        wildcard names. This avoids that problem.
-        """
-        import idna
-
-        try:
-            for prefix in ["*.", "."]:
-                if name.startswith(prefix):
-                    name = name[len(prefix) :]
-                    return prefix.encode("ascii") + idna.encode(name)
-            return idna.encode(name)
-        except idna.core.IDNAError:
-            return None
-
-    # Don't send IPv6 addresses through the IDNA encoder.
-    if ":" in name:
-        return name
-
-    encoded_name = idna_encode(name)
-    if encoded_name is None:
-        return None
-    return encoded_name.decode("utf-8")
-
-
-def get_subj_alt_name(peer_cert: X509) -> list[tuple[str, str]]:
-    """
-    Given an PyOpenSSL certificate, provides all the subject alternative names.
-    """
-    cert = peer_cert.to_cryptography()
-
-    # We want to find the SAN extension. Ask Cryptography to locate it (it's
-    # faster than looping in Python)
-    try:
-        ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
-    except x509.ExtensionNotFound:
-        # No such extension, return the empty list.
-        return []
-    except (
-        x509.DuplicateExtension,
-        UnsupportedExtension,
-        x509.UnsupportedGeneralNameType,
-        UnicodeError,
-    ) as e:
-        # A problem has been found with the quality of the certificate. Assume
-        # no SAN field is present.
-        log.warning(
-            "A problem was encountered with the certificate that prevented "
-            "urllib3 from finding the SubjectAlternativeName field. This can "
-            "affect certificate validation. The error was %s",
-            e,
-        )
-        return []
-
-    # We want to return dNSName and iPAddress fields. We need to cast the IPs
-    # back to strings because the match_hostname function wants them as
-    # strings.
-    # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
-    # decoded. This is pretty frustrating, but that's what the standard library
-    # does with certificates, and so we need to attempt to do the same.
-    # We also want to skip over names which cannot be idna encoded.
-    names = [
-        ("DNS", name)
-        for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
-        if name is not None
-    ]
-    names.extend(
-        ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
-    )
-
-    return names
-
-
-class WrappedSocket:
-    """API-compatibility wrapper for Python OpenSSL's Connection-class."""
-
-    def __init__(
-        self,
-        connection: OpenSSL.SSL.Connection,
-        socket: socket_cls,
-        suppress_ragged_eofs: bool = True,
-    ) -> None:
-        self.connection = connection
-        self.socket = socket
-        self.suppress_ragged_eofs = suppress_ragged_eofs
-        self._io_refs = 0
-        self._closed = False
-
-    def fileno(self) -> int:
-        return self.socket.fileno()
-
-    # Copy-pasted from Python 3.5 source code
-    def _decref_socketios(self) -> None:
-        if self._io_refs > 0:
-            self._io_refs -= 1
-        if self._closed:
-            self.close()
-
-    def recv(self, *args: typing.Any, **kwargs: typing.Any) -> bytes:
-        try:
-            data = self.connection.recv(*args, **kwargs)
-        except OpenSSL.SSL.SysCallError as e:
-            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
-                return b""
-            else:
-                raise OSError(e.args[0], str(e)) from e
-        except OpenSSL.SSL.ZeroReturnError:
-            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
-                return b""
-            else:
-                raise
-        except OpenSSL.SSL.WantReadError as e:
-            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
-                raise timeout("The read operation timed out") from e
-            else:
-                return self.recv(*args, **kwargs)
-
-        # TLS 1.3 post-handshake authentication
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"read error: {e!r}") from e
-        else:
-            return data  # type: ignore[no-any-return]
-
-    def recv_into(self, *args: typing.Any, **kwargs: typing.Any) -> int:
-        try:
-            return self.connection.recv_into(*args, **kwargs)  # type: ignore[no-any-return]
-        except OpenSSL.SSL.SysCallError as e:
-            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
-                return 0
-            else:
-                raise OSError(e.args[0], str(e)) from e
-        except OpenSSL.SSL.ZeroReturnError:
-            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
-                return 0
-            else:
-                raise
-        except OpenSSL.SSL.WantReadError as e:
-            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
-                raise timeout("The read operation timed out") from e
-            else:
-                return self.recv_into(*args, **kwargs)
-
-        # TLS 1.3 post-handshake authentication
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"read error: {e!r}") from e
-
-    def settimeout(self, timeout: float) -> None:
-        return self.socket.settimeout(timeout)
-
-    def _send_until_done(self, data: bytes) -> int:
-        while True:
-            try:
-                return self.connection.send(data)  # type: ignore[no-any-return]
-            except OpenSSL.SSL.WantWriteError as e:
-                if not util.wait_for_write(self.socket, self.socket.gettimeout()):
-                    raise timeout() from e
-                continue
-            except OpenSSL.SSL.SysCallError as e:
-                raise OSError(e.args[0], str(e)) from e
-
-    def sendall(self, data: bytes) -> None:
-        total_sent = 0
-        while total_sent < len(data):
-            sent = self._send_until_done(
-                data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
-            )
-            total_sent += sent
-
-    def shutdown(self) -> None:
-        # FIXME rethrow compatible exceptions should we ever use this
-        self.connection.shutdown()
-
-    def close(self) -> None:
-        self._closed = True
-        if self._io_refs <= 0:
-            self._real_close()
-
-    def _real_close(self) -> None:
-        try:
-            return self.connection.close()  # type: ignore[no-any-return]
-        except OpenSSL.SSL.Error:
-            return
-
-    def getpeercert(
-        self, binary_form: bool = False
-    ) -> dict[str, list[typing.Any]] | None:
-        x509 = self.connection.get_peer_certificate()
-
-        if not x509:
-            return x509  # type: ignore[no-any-return]
-
-        if binary_form:
-            return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)  # type: ignore[no-any-return]
-
-        return {
-            "subject": ((("commonName", x509.get_subject().CN),),),  # type: ignore[dict-item]
-            "subjectAltName": get_subj_alt_name(x509),
-        }
-
-    def version(self) -> str:
-        return self.connection.get_protocol_version_name()  # type: ignore[no-any-return]
-
-
-WrappedSocket.makefile = socket_cls.makefile  # type: ignore[attr-defined]
-
-
-class PyOpenSSLContext:
-    """
-    I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
-    for translating the interface of the standard library ``SSLContext`` object
-    to calls into PyOpenSSL.
-    """
-
-    def __init__(self, protocol: int) -> None:
-        self.protocol = _openssl_versions[protocol]
-        self._ctx = OpenSSL.SSL.Context(self.protocol)
-        self._options = 0
-        self.check_hostname = False
-        self._minimum_version: int = ssl.TLSVersion.MINIMUM_SUPPORTED
-        self._maximum_version: int = ssl.TLSVersion.MAXIMUM_SUPPORTED
-
-    @property
-    def options(self) -> int:
-        return self._options
-
-    @options.setter
-    def options(self, value: int) -> None:
-        self._options = value
-        self._set_ctx_options()
-
-    @property
-    def verify_mode(self) -> int:
-        return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
-
-    @verify_mode.setter
-    def verify_mode(self, value: ssl.VerifyMode) -> None:
-        self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
-
-    def set_default_verify_paths(self) -> None:
-        self._ctx.set_default_verify_paths()
-
-    def set_ciphers(self, ciphers: bytes | str) -> None:
-        if isinstance(ciphers, str):
-            ciphers = ciphers.encode("utf-8")
-        self._ctx.set_cipher_list(ciphers)
-
-    def load_verify_locations(
-        self,
-        cafile: str | None = None,
-        capath: str | None = None,
-        cadata: bytes | None = None,
-    ) -> None:
-        if cafile is not None:
-            cafile = cafile.encode("utf-8")  # type: ignore[assignment]
-        if capath is not None:
-            capath = capath.encode("utf-8")  # type: ignore[assignment]
-        try:
-            self._ctx.load_verify_locations(cafile, capath)
-            if cadata is not None:
-                self._ctx.load_verify_locations(BytesIO(cadata))
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"unable to load trusted certificates: {e!r}") from e
-
-    def load_cert_chain(
-        self,
-        certfile: str,
-        keyfile: str | None = None,
-        password: str | None = None,
-    ) -> None:
-        try:
-            self._ctx.use_certificate_chain_file(certfile)
-            if password is not None:
-                if not isinstance(password, bytes):
-                    password = password.encode("utf-8")  # type: ignore[assignment]
-                self._ctx.set_passwd_cb(lambda *_: password)
-            self._ctx.use_privatekey_file(keyfile or certfile)
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"Unable to load certificate chain: {e!r}") from e
-
-    def set_alpn_protocols(self, protocols: list[bytes | str]) -> None:
-        protocols = [util.util.to_bytes(p, "ascii") for p in protocols]
-        return self._ctx.set_alpn_protos(protocols)  # type: ignore[no-any-return]
-
-    def wrap_socket(
-        self,
-        sock: socket_cls,
-        server_side: bool = False,
-        do_handshake_on_connect: bool = True,
-        suppress_ragged_eofs: bool = True,
-        server_hostname: bytes | str | None = None,
-    ) -> WrappedSocket:
-        cnx = OpenSSL.SSL.Connection(self._ctx, sock)
-
-        # If server_hostname is an IP, don't use it for SNI, per RFC6066 Section 3
-        if server_hostname and not util.ssl_.is_ipaddress(server_hostname):
-            if isinstance(server_hostname, str):
-                server_hostname = server_hostname.encode("utf-8")
-            cnx.set_tlsext_host_name(server_hostname)
-
-        cnx.set_connect_state()
-
-        while True:
-            try:
-                cnx.do_handshake()
-            except OpenSSL.SSL.WantReadError as e:
-                if not util.wait_for_read(sock, sock.gettimeout()):
-                    raise timeout("select timed out") from e
-                continue
-            except OpenSSL.SSL.Error as e:
-                raise ssl.SSLError(f"bad handshake: {e!r}") from e
-            break
-
-        return WrappedSocket(cnx, sock)
-
-    def _set_ctx_options(self) -> None:
-        self._ctx.set_options(
-            self._options
-            | _openssl_to_ssl_minimum_version[self._minimum_version]
-            | _openssl_to_ssl_maximum_version[self._maximum_version]
-        )
-
-    @property
-    def minimum_version(self) -> int:
-        return self._minimum_version
-
-    @minimum_version.setter
-    def minimum_version(self, minimum_version: int) -> None:
-        self._minimum_version = minimum_version
-        self._set_ctx_options()
-
-    @property
-    def maximum_version(self) -> int:
-        return self._maximum_version
-
-    @maximum_version.setter
-    def maximum_version(self, maximum_version: int) -> None:
-        self._maximum_version = maximum_version
-        self._set_ctx_options()
-
-
-def _verify_callback(
-    cnx: OpenSSL.SSL.Connection,
-    x509: X509,
-    err_no: int,
-    err_depth: int,
-    return_code: int,
-) -> bool:
-    return err_no == 0
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/socks.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/socks.py
deleted file mode 100644
index c62b5e033..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/contrib/socks.py
+++ /dev/null
@@ -1,228 +0,0 @@
-"""
-This module contains provisional support for SOCKS proxies from within
-urllib3. This module supports SOCKS4, SOCKS4A (an extension of SOCKS4), and
-SOCKS5. To enable its functionality, either install PySocks or install this
-module with the ``socks`` extra.
-
-The SOCKS implementation supports the full range of urllib3 features. It also
-supports the following SOCKS features:
-
-- SOCKS4A (``proxy_url='socks4a://...``)
-- SOCKS4 (``proxy_url='socks4://...``)
-- SOCKS5 with remote DNS (``proxy_url='socks5h://...``)
-- SOCKS5 with local DNS (``proxy_url='socks5://...``)
-- Usernames and passwords for the SOCKS proxy
-
-.. note::
-   It is recommended to use ``socks5h://`` or ``socks4a://`` schemes in
-   your ``proxy_url`` to ensure that DNS resolution is done from the remote
-   server instead of client-side when connecting to a domain name.
-
-SOCKS4 supports IPv4 and domain names with the SOCKS4A extension. SOCKS5
-supports IPv4, IPv6, and domain names.
-
-When connecting to a SOCKS4 proxy the ``username`` portion of the ``proxy_url``
-will be sent as the ``userid`` section of the SOCKS request:
-
-.. code-block:: python
-
-    proxy_url="socks4a://<userid>@proxy-host"
-
-When connecting to a SOCKS5 proxy the ``username`` and ``password`` portion
-of the ``proxy_url`` will be sent as the username/password to authenticate
-with the proxy:
-
-.. code-block:: python
-
-    proxy_url="socks5h://<username>:<password>@proxy-host"
-
-"""
-
-from __future__ import annotations
-
-try:
-    import socks  # type: ignore[import-not-found]
-except ImportError:
-    import warnings
-
-    from ..exceptions import DependencyWarning
-
-    warnings.warn(
-        (
-            "SOCKS support in urllib3 requires the installation of optional "
-            "dependencies: specifically, PySocks.  For more information, see "
-            "https://urllib3.readthedocs.io/en/latest/advanced-usage.html#socks-proxies"
-        ),
-        DependencyWarning,
-    )
-    raise
-
-import typing
-from socket import timeout as SocketTimeout
-
-from ..connection import HTTPConnection, HTTPSConnection
-from ..connectionpool import HTTPConnectionPool, HTTPSConnectionPool
-from ..exceptions import ConnectTimeoutError, NewConnectionError
-from ..poolmanager import PoolManager
-from ..util.url import parse_url
-
-try:
-    import ssl
-except ImportError:
-    ssl = None  # type: ignore[assignment]
-
-
-class _TYPE_SOCKS_OPTIONS(typing.TypedDict):
-    socks_version: int
-    proxy_host: str | None
-    proxy_port: str | None
-    username: str | None
-    password: str | None
-    rdns: bool
-
-
-class SOCKSConnection(HTTPConnection):
-    """
-    A plain-text HTTP connection that connects via a SOCKS proxy.
-    """
-
-    def __init__(
-        self,
-        _socks_options: _TYPE_SOCKS_OPTIONS,
-        *args: typing.Any,
-        **kwargs: typing.Any,
-    ) -> None:
-        self._socks_options = _socks_options
-        super().__init__(*args, **kwargs)
-
-    def _new_conn(self) -> socks.socksocket:
-        """
-        Establish a new connection via the SOCKS proxy.
-        """
-        extra_kw: dict[str, typing.Any] = {}
-        if self.source_address:
-            extra_kw["source_address"] = self.source_address
-
-        if self.socket_options:
-            extra_kw["socket_options"] = self.socket_options
-
-        try:
-            conn = socks.create_connection(
-                (self.host, self.port),
-                proxy_type=self._socks_options["socks_version"],
-                proxy_addr=self._socks_options["proxy_host"],
-                proxy_port=self._socks_options["proxy_port"],
-                proxy_username=self._socks_options["username"],
-                proxy_password=self._socks_options["password"],
-                proxy_rdns=self._socks_options["rdns"],
-                timeout=self.timeout,
-                **extra_kw,
-            )
-
-        except SocketTimeout as e:
-            raise ConnectTimeoutError(
-                self,
-                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-            ) from e
-
-        except socks.ProxyError as e:
-            # This is fragile as hell, but it seems to be the only way to raise
-            # useful errors here.
-            if e.socket_err:
-                error = e.socket_err
-                if isinstance(error, SocketTimeout):
-                    raise ConnectTimeoutError(
-                        self,
-                        f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-                    ) from e
-                else:
-                    # Adding `from e` messes with coverage somehow, so it's omitted.
-                    # See #2386.
-                    raise NewConnectionError(
-                        self, f"Failed to establish a new connection: {error}"
-                    )
-            else:
-                raise NewConnectionError(
-                    self, f"Failed to establish a new connection: {e}"
-                ) from e
-
-        except OSError as e:  # Defensive: PySocks should catch all these.
-            raise NewConnectionError(
-                self, f"Failed to establish a new connection: {e}"
-            ) from e
-
-        return conn
-
-
-# We don't need to duplicate the Verified/Unverified distinction from
-# urllib3/connection.py here because the HTTPSConnection will already have been
-# correctly set to either the Verified or Unverified form by that module. This
-# means the SOCKSHTTPSConnection will automatically be the correct type.
-class SOCKSHTTPSConnection(SOCKSConnection, HTTPSConnection):
-    pass
-
-
-class SOCKSHTTPConnectionPool(HTTPConnectionPool):
-    ConnectionCls = SOCKSConnection
-
-
-class SOCKSHTTPSConnectionPool(HTTPSConnectionPool):
-    ConnectionCls = SOCKSHTTPSConnection
-
-
-class SOCKSProxyManager(PoolManager):
-    """
-    A version of the urllib3 ProxyManager that routes connections via the
-    defined SOCKS proxy.
-    """
-
-    pool_classes_by_scheme = {
-        "http": SOCKSHTTPConnectionPool,
-        "https": SOCKSHTTPSConnectionPool,
-    }
-
-    def __init__(
-        self,
-        proxy_url: str,
-        username: str | None = None,
-        password: str | None = None,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        **connection_pool_kw: typing.Any,
-    ):
-        parsed = parse_url(proxy_url)
-
-        if username is None and password is None and parsed.auth is not None:
-            split = parsed.auth.split(":")
-            if len(split) == 2:
-                username, password = split
-        if parsed.scheme == "socks5":
-            socks_version = socks.PROXY_TYPE_SOCKS5
-            rdns = False
-        elif parsed.scheme == "socks5h":
-            socks_version = socks.PROXY_TYPE_SOCKS5
-            rdns = True
-        elif parsed.scheme == "socks4":
-            socks_version = socks.PROXY_TYPE_SOCKS4
-            rdns = False
-        elif parsed.scheme == "socks4a":
-            socks_version = socks.PROXY_TYPE_SOCKS4
-            rdns = True
-        else:
-            raise ValueError(f"Unable to determine SOCKS version from {proxy_url}")
-
-        self.proxy_url = proxy_url
-
-        socks_options = {
-            "socks_version": socks_version,
-            "proxy_host": parsed.host,
-            "proxy_port": parsed.port,
-            "username": username,
-            "password": password,
-            "rdns": rdns,
-        }
-        connection_pool_kw["_socks_options"] = socks_options
-
-        super().__init__(num_pools, headers, **connection_pool_kw)
-
-        self.pool_classes_by_scheme = SOCKSProxyManager.pool_classes_by_scheme
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/exceptions.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/exceptions.py
deleted file mode 100644
index b0792f00f..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/exceptions.py
+++ /dev/null
@@ -1,321 +0,0 @@
-from __future__ import annotations
-
-import socket
-import typing
-import warnings
-from email.errors import MessageDefect
-from http.client import IncompleteRead as httplib_IncompleteRead
-
-if typing.TYPE_CHECKING:
-    from .connection import HTTPConnection
-    from .connectionpool import ConnectionPool
-    from .response import HTTPResponse
-    from .util.retry import Retry
-
-# Base Exceptions
-
-
-class HTTPError(Exception):
-    """Base exception used by this module."""
-
-
-class HTTPWarning(Warning):
-    """Base warning used by this module."""
-
-
-_TYPE_REDUCE_RESULT = typing.Tuple[
-    typing.Callable[..., object], typing.Tuple[object, ...]
-]
-
-
-class PoolError(HTTPError):
-    """Base exception for errors caused within a pool."""
-
-    def __init__(self, pool: ConnectionPool, message: str) -> None:
-        self.pool = pool
-        super().__init__(f"{pool}: {message}")
-
-    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
-        # For pickling purposes.
-        return self.__class__, (None, None)
-
-
-class RequestError(PoolError):
-    """Base exception for PoolErrors that have associated URLs."""
-
-    def __init__(self, pool: ConnectionPool, url: str, message: str) -> None:
-        self.url = url
-        super().__init__(pool, message)
-
-    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
-        # For pickling purposes.
-        return self.__class__, (None, self.url, None)
-
-
-class SSLError(HTTPError):
-    """Raised when SSL certificate fails in an HTTPS connection."""
-
-
-class ProxyError(HTTPError):
-    """Raised when the connection to a proxy fails."""
-
-    # The original error is also available as __cause__.
-    original_error: Exception
-
-    def __init__(self, message: str, error: Exception) -> None:
-        super().__init__(message, error)
-        self.original_error = error
-
-
-class DecodeError(HTTPError):
-    """Raised when automatic decoding based on Content-Type fails."""
-
-
-class ProtocolError(HTTPError):
-    """Raised when something unexpected happens mid-request/response."""
-
-
-#: Renamed to ProtocolError but aliased for backwards compatibility.
-ConnectionError = ProtocolError
-
-
-# Leaf Exceptions
-
-
-class MaxRetryError(RequestError):
-    """Raised when the maximum number of retries is exceeded.
-
-    :param pool: The connection pool
-    :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool`
-    :param str url: The requested Url
-    :param reason: The underlying error
-    :type reason: :class:`Exception`
-
-    """
-
-    def __init__(
-        self, pool: ConnectionPool, url: str, reason: Exception | None = None
-    ) -> None:
-        self.reason = reason
-
-        message = f"Max retries exceeded with url: {url} (Caused by {reason!r})"
-
-        super().__init__(pool, url, message)
-
-
-class HostChangedError(RequestError):
-    """Raised when an existing pool gets a request for a foreign host."""
-
-    def __init__(
-        self, pool: ConnectionPool, url: str, retries: Retry | int = 3
-    ) -> None:
-        message = f"Tried to open a foreign host with url: {url}"
-        super().__init__(pool, url, message)
-        self.retries = retries
-
-
-class TimeoutStateError(HTTPError):
-    """Raised when passing an invalid state to a timeout"""
-
-
-class TimeoutError(HTTPError):
-    """Raised when a socket timeout error occurs.
-
-    Catching this error will catch both :exc:`ReadTimeoutErrors
-    <ReadTimeoutError>` and :exc:`ConnectTimeoutErrors <ConnectTimeoutError>`.
-    """
-
-
-class ReadTimeoutError(TimeoutError, RequestError):
-    """Raised when a socket timeout occurs while receiving data from a server"""
-
-
-# This timeout error does not have a URL attached and needs to inherit from the
-# base HTTPError
-class ConnectTimeoutError(TimeoutError):
-    """Raised when a socket timeout occurs while connecting to a server"""
-
-
-class NewConnectionError(ConnectTimeoutError, HTTPError):
-    """Raised when we fail to establish a new connection. Usually ECONNREFUSED."""
-
-    def __init__(self, conn: HTTPConnection, message: str) -> None:
-        self.conn = conn
-        super().__init__(f"{conn}: {message}")
-
-    @property
-    def pool(self) -> HTTPConnection:
-        warnings.warn(
-            "The 'pool' property is deprecated and will be removed "
-            "in urllib3 v2.1.0. Use 'conn' instead.",
-            DeprecationWarning,
-            stacklevel=2,
-        )
-
-        return self.conn
-
-
-class NameResolutionError(NewConnectionError):
-    """Raised when host name resolution fails."""
-
-    def __init__(self, host: str, conn: HTTPConnection, reason: socket.gaierror):
-        message = f"Failed to resolve '{host}' ({reason})"
-        super().__init__(conn, message)
-
-
-class EmptyPoolError(PoolError):
-    """Raised when a pool runs out of connections and no more are allowed."""
-
-
-class FullPoolError(PoolError):
-    """Raised when we try to add a connection to a full pool in blocking mode."""
-
-
-class ClosedPoolError(PoolError):
-    """Raised when a request enters a pool after the pool has been closed."""
-
-
-class LocationValueError(ValueError, HTTPError):
-    """Raised when there is something wrong with a given URL input."""
-
-
-class LocationParseError(LocationValueError):
-    """Raised when get_host or similar fails to parse the URL input."""
-
-    def __init__(self, location: str) -> None:
-        message = f"Failed to parse: {location}"
-        super().__init__(message)
-
-        self.location = location
-
-
-class URLSchemeUnknown(LocationValueError):
-    """Raised when a URL input has an unsupported scheme."""
-
-    def __init__(self, scheme: str):
-        message = f"Not supported URL scheme {scheme}"
-        super().__init__(message)
-
-        self.scheme = scheme
-
-
-class ResponseError(HTTPError):
-    """Used as a container for an error reason supplied in a MaxRetryError."""
-
-    GENERIC_ERROR = "too many error responses"
-    SPECIFIC_ERROR = "too many {status_code} error responses"
-
-
-class SecurityWarning(HTTPWarning):
-    """Warned when performing security reducing actions"""
-
-
-class InsecureRequestWarning(SecurityWarning):
-    """Warned when making an unverified HTTPS request."""
-
-
-class NotOpenSSLWarning(SecurityWarning):
-    """Warned when using unsupported SSL library"""
-
-
-class SystemTimeWarning(SecurityWarning):
-    """Warned when system time is suspected to be wrong"""
-
-
-class InsecurePlatformWarning(SecurityWarning):
-    """Warned when certain TLS/SSL configuration is not available on a platform."""
-
-
-class DependencyWarning(HTTPWarning):
-    """
-    Warned when an attempt is made to import a module with missing optional
-    dependencies.
-    """
-
-
-class ResponseNotChunked(ProtocolError, ValueError):
-    """Response needs to be chunked in order to read it as chunks."""
-
-
-class BodyNotHttplibCompatible(HTTPError):
-    """
-    Body should be :class:`http.client.HTTPResponse` like
-    (have an fp attribute which returns raw chunks) for read_chunked().
-    """
-
-
-class IncompleteRead(HTTPError, httplib_IncompleteRead):
-    """
-    Response length doesn't match expected Content-Length
-
-    Subclass of :class:`http.client.IncompleteRead` to allow int value
-    for ``partial`` to avoid creating large objects on streamed reads.
-    """
-
-    partial: int  # type: ignore[assignment]
-    expected: int
-
-    def __init__(self, partial: int, expected: int) -> None:
-        self.partial = partial
-        self.expected = expected
-
-    def __repr__(self) -> str:
-        return "IncompleteRead(%i bytes read, %i more expected)" % (
-            self.partial,
-            self.expected,
-        )
-
-
-class InvalidChunkLength(HTTPError, httplib_IncompleteRead):
-    """Invalid chunk length in a chunked response."""
-
-    def __init__(self, response: HTTPResponse, length: bytes) -> None:
-        self.partial: int = response.tell()  # type: ignore[assignment]
-        self.expected: int | None = response.length_remaining
-        self.response = response
-        self.length = length
-
-    def __repr__(self) -> str:
-        return "InvalidChunkLength(got length %r, %i bytes read)" % (
-            self.length,
-            self.partial,
-        )
-
-
-class InvalidHeader(HTTPError):
-    """The header provided was somehow invalid."""
-
-
-class ProxySchemeUnknown(AssertionError, URLSchemeUnknown):
-    """ProxyManager does not support the supplied scheme"""
-
-    # TODO(t-8ch): Stop inheriting from AssertionError in v2.0.
-
-    def __init__(self, scheme: str | None) -> None:
-        # 'localhost' is here because our URL parser parses
-        # localhost:8080 -> scheme=localhost, remove if we fix this.
-        if scheme == "localhost":
-            scheme = None
-        if scheme is None:
-            message = "Proxy URL had no scheme, should start with http:// or https://"
-        else:
-            message = f"Proxy URL had unsupported scheme {scheme}, should use http:// or https://"
-        super().__init__(message)
-
-
-class ProxySchemeUnsupported(ValueError):
-    """Fetching HTTPS resources through HTTPS proxies is unsupported"""
-
-
-class HeaderParsingError(HTTPError):
-    """Raised by assert_header_parsing, but we convert it to a log.warning statement."""
-
-    def __init__(
-        self, defects: list[MessageDefect], unparsed_data: bytes | str | None
-    ) -> None:
-        message = f"{defects or 'Unknown'}, unparsed data: {unparsed_data!r}"
-        super().__init__(message)
-
-
-class UnrewindableBodyError(HTTPError):
-    """urllib3 encountered an error when trying to rewind a body"""
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/fields.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/fields.py
deleted file mode 100644
index 3e258a5d8..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/fields.py
+++ /dev/null
@@ -1,341 +0,0 @@
-from __future__ import annotations
-
-import email.utils
-import mimetypes
-import typing
-
-_TYPE_FIELD_VALUE = typing.Union[str, bytes]
-_TYPE_FIELD_VALUE_TUPLE = typing.Union[
-    _TYPE_FIELD_VALUE,
-    typing.Tuple[str, _TYPE_FIELD_VALUE],
-    typing.Tuple[str, _TYPE_FIELD_VALUE, str],
-]
-
-
-def guess_content_type(
-    filename: str | None, default: str = "application/octet-stream"
-) -> str:
-    """
-    Guess the "Content-Type" of a file.
-
-    :param filename:
-        The filename to guess the "Content-Type" of using :mod:`mimetypes`.
-    :param default:
-        If no "Content-Type" can be guessed, default to `default`.
-    """
-    if filename:
-        return mimetypes.guess_type(filename)[0] or default
-    return default
-
-
-def format_header_param_rfc2231(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    Helper function to format and quote a single header parameter using the
-    strategy defined in RFC 2231.
-
-    Particularly useful for header parameters which might contain
-    non-ASCII values, like file names. This follows
-    `RFC 2388 Section 4.4 <https://tools.ietf.org/html/rfc2388#section-4.4>`_.
-
-    :param name:
-        The name of the parameter, a string expected to be ASCII only.
-    :param value:
-        The value of the parameter, provided as ``bytes`` or `str``.
-    :returns:
-        An RFC-2231-formatted unicode string.
-
-    .. deprecated:: 2.0.0
-        Will be removed in urllib3 v2.1.0. This is not valid for
-        ``multipart/form-data`` header parameters.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param_rfc2231' is deprecated and will be "
-        "removed in urllib3 v2.1.0. This is not valid for "
-        "multipart/form-data header parameters.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-
-    if isinstance(value, bytes):
-        value = value.decode("utf-8")
-
-    if not any(ch in value for ch in '"\\\r\n'):
-        result = f'{name}="{value}"'
-        try:
-            result.encode("ascii")
-        except (UnicodeEncodeError, UnicodeDecodeError):
-            pass
-        else:
-            return result
-
-    value = email.utils.encode_rfc2231(value, "utf-8")
-    value = f"{name}*={value}"
-
-    return value
-
-
-def format_multipart_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    Format and quote a single multipart header parameter.
-
-    This follows the `WHATWG HTML Standard`_ as of 2021/06/10, matching
-    the behavior of current browser and curl versions. Values are
-    assumed to be UTF-8. The ``\\n``, ``\\r``, and ``"`` characters are
-    percent encoded.
-
-    .. _WHATWG HTML Standard:
-        https://html.spec.whatwg.org/multipage/
-        form-control-infrastructure.html#multipart-form-data
-
-    :param name:
-        The name of the parameter, an ASCII-only ``str``.
-    :param value:
-        The value of the parameter, a ``str`` or UTF-8 encoded
-        ``bytes``.
-    :returns:
-        A string ``name="value"`` with the escaped value.
-
-    .. versionchanged:: 2.0.0
-        Matches the WHATWG HTML Standard as of 2021/06/10. Control
-        characters are no longer percent encoded.
-
-    .. versionchanged:: 2.0.0
-        Renamed from ``format_header_param_html5`` and
-        ``format_header_param``. The old names will be removed in
-        urllib3 v2.1.0.
-    """
-    if isinstance(value, bytes):
-        value = value.decode("utf-8")
-
-    # percent encode \n \r "
-    value = value.translate({10: "%0A", 13: "%0D", 34: "%22"})
-    return f'{name}="{value}"'
-
-
-def format_header_param_html5(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    .. deprecated:: 2.0.0
-        Renamed to :func:`format_multipart_header_param`. Will be
-        removed in urllib3 v2.1.0.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param_html5' has been renamed to "
-        "'format_multipart_header_param'. The old name will be "
-        "removed in urllib3 v2.1.0.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-    return format_multipart_header_param(name, value)
-
-
-def format_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    .. deprecated:: 2.0.0
-        Renamed to :func:`format_multipart_header_param`. Will be
-        removed in urllib3 v2.1.0.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param' has been renamed to "
-        "'format_multipart_header_param'. The old name will be "
-        "removed in urllib3 v2.1.0.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-    return format_multipart_header_param(name, value)
-
-
-class RequestField:
-    """
-    A data container for request body parameters.
-
-    :param name:
-        The name of this request field. Must be unicode.
-    :param data:
-        The data/value body.
-    :param filename:
-        An optional filename of the request field. Must be unicode.
-    :param headers:
-        An optional dict-like object of headers to initially use for the field.
-
-    .. versionchanged:: 2.0.0
-        The ``header_formatter`` parameter is deprecated and will
-        be removed in urllib3 v2.1.0.
-    """
-
-    def __init__(
-        self,
-        name: str,
-        data: _TYPE_FIELD_VALUE,
-        filename: str | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
-    ):
-        self._name = name
-        self._filename = filename
-        self.data = data
-        self.headers: dict[str, str | None] = {}
-        if headers:
-            self.headers = dict(headers)
-
-        if header_formatter is not None:
-            import warnings
-
-            warnings.warn(
-                "The 'header_formatter' parameter is deprecated and "
-                "will be removed in urllib3 v2.1.0.",
-                DeprecationWarning,
-                stacklevel=2,
-            )
-            self.header_formatter = header_formatter
-        else:
-            self.header_formatter = format_multipart_header_param
-
-    @classmethod
-    def from_tuples(
-        cls,
-        fieldname: str,
-        value: _TYPE_FIELD_VALUE_TUPLE,
-        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
-    ) -> RequestField:
-        """
-        A :class:`~urllib3.fields.RequestField` factory from old-style tuple parameters.
-
-        Supports constructing :class:`~urllib3.fields.RequestField` from
-        parameter of key/value strings AND key/filetuple. A filetuple is a
-        (filename, data, MIME type) tuple where the MIME type is optional.
-        For example::
-
-            'foo': 'bar',
-            'fakefile': ('foofile.txt', 'contents of foofile'),
-            'realfile': ('barfile.txt', open('realfile').read()),
-            'typedfile': ('bazfile.bin', open('bazfile').read(), 'image/jpeg'),
-            'nonamefile': 'contents of nonamefile field',
-
-        Field names and filenames must be unicode.
-        """
-        filename: str | None
-        content_type: str | None
-        data: _TYPE_FIELD_VALUE
-
-        if isinstance(value, tuple):
-            if len(value) == 3:
-                filename, data, content_type = value
-            else:
-                filename, data = value
-                content_type = guess_content_type(filename)
-        else:
-            filename = None
-            content_type = None
-            data = value
-
-        request_param = cls(
-            fieldname, data, filename=filename, header_formatter=header_formatter
-        )
-        request_param.make_multipart(content_type=content_type)
-
-        return request_param
-
-    def _render_part(self, name: str, value: _TYPE_FIELD_VALUE) -> str:
-        """
-        Override this method to change how each multipart header
-        parameter is formatted. By default, this calls
-        :func:`format_multipart_header_param`.
-
-        :param name:
-            The name of the parameter, an ASCII-only ``str``.
-        :param value:
-            The value of the parameter, a ``str`` or UTF-8 encoded
-            ``bytes``.
-
-        :meta public:
-        """
-        return self.header_formatter(name, value)
-
-    def _render_parts(
-        self,
-        header_parts: (
-            dict[str, _TYPE_FIELD_VALUE | None]
-            | typing.Sequence[tuple[str, _TYPE_FIELD_VALUE | None]]
-        ),
-    ) -> str:
-        """
-        Helper function to format and quote a single header.
-
-        Useful for single headers that are composed of multiple items. E.g.,
-        'Content-Disposition' fields.
-
-        :param header_parts:
-            A sequence of (k, v) tuples or a :class:`dict` of (k, v) to format
-            as `k1="v1"; k2="v2"; ...`.
-        """
-        iterable: typing.Iterable[tuple[str, _TYPE_FIELD_VALUE | None]]
-
-        parts = []
-        if isinstance(header_parts, dict):
-            iterable = header_parts.items()
-        else:
-            iterable = header_parts
-
-        for name, value in iterable:
-            if value is not None:
-                parts.append(self._render_part(name, value))
-
-        return "; ".join(parts)
-
-    def render_headers(self) -> str:
-        """
-        Renders the headers for this request field.
-        """
-        lines = []
-
-        sort_keys = ["Content-Disposition", "Content-Type", "Content-Location"]
-        for sort_key in sort_keys:
-            if self.headers.get(sort_key, False):
-                lines.append(f"{sort_key}: {self.headers[sort_key]}")
-
-        for header_name, header_value in self.headers.items():
-            if header_name not in sort_keys:
-                if header_value:
-                    lines.append(f"{header_name}: {header_value}")
-
-        lines.append("\r\n")
-        return "\r\n".join(lines)
-
-    def make_multipart(
-        self,
-        content_disposition: str | None = None,
-        content_type: str | None = None,
-        content_location: str | None = None,
-    ) -> None:
-        """
-        Makes this request field into a multipart request field.
-
-        This method overrides "Content-Disposition", "Content-Type" and
-        "Content-Location" headers to the request parameter.
-
-        :param content_disposition:
-            The 'Content-Disposition' of the request body. Defaults to 'form-data'
-        :param content_type:
-            The 'Content-Type' of the request body.
-        :param content_location:
-            The 'Content-Location' of the request body.
-
-        """
-        content_disposition = (content_disposition or "form-data") + "; ".join(
-            [
-                "",
-                self._render_parts(
-                    (("name", self._name), ("filename", self._filename))
-                ),
-            ]
-        )
-
-        self.headers["Content-Disposition"] = content_disposition
-        self.headers["Content-Type"] = content_type
-        self.headers["Content-Location"] = content_location
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/filepost.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/filepost.py
deleted file mode 100644
index 1c90a211f..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/filepost.py
+++ /dev/null
@@ -1,89 +0,0 @@
-from __future__ import annotations
-
-import binascii
-import codecs
-import os
-import typing
-from io import BytesIO
-
-from .fields import _TYPE_FIELD_VALUE_TUPLE, RequestField
-
-writer = codecs.lookup("utf-8")[3]
-
-_TYPE_FIELDS_SEQUENCE = typing.Sequence[
-    typing.Union[typing.Tuple[str, _TYPE_FIELD_VALUE_TUPLE], RequestField]
-]
-_TYPE_FIELDS = typing.Union[
-    _TYPE_FIELDS_SEQUENCE,
-    typing.Mapping[str, _TYPE_FIELD_VALUE_TUPLE],
-]
-
-
-def choose_boundary() -> str:
-    """
-    Our embarrassingly-simple replacement for mimetools.choose_boundary.
-    """
-    return binascii.hexlify(os.urandom(16)).decode()
-
-
-def iter_field_objects(fields: _TYPE_FIELDS) -> typing.Iterable[RequestField]:
-    """
-    Iterate over fields.
-
-    Supports list of (k, v) tuples and dicts, and lists of
-    :class:`~urllib3.fields.RequestField`.
-
-    """
-    iterable: typing.Iterable[RequestField | tuple[str, _TYPE_FIELD_VALUE_TUPLE]]
-
-    if isinstance(fields, typing.Mapping):
-        iterable = fields.items()
-    else:
-        iterable = fields
-
-    for field in iterable:
-        if isinstance(field, RequestField):
-            yield field
-        else:
-            yield RequestField.from_tuples(*field)
-
-
-def encode_multipart_formdata(
-    fields: _TYPE_FIELDS, boundary: str | None = None
-) -> tuple[bytes, str]:
-    """
-    Encode a dictionary of ``fields`` using the multipart/form-data MIME format.
-
-    :param fields:
-        Dictionary of fields or list of (key, :class:`~urllib3.fields.RequestField`).
-        Values are processed by :func:`urllib3.fields.RequestField.from_tuples`.
-
-    :param boundary:
-        If not specified, then a random boundary will be generated using
-        :func:`urllib3.filepost.choose_boundary`.
-    """
-    body = BytesIO()
-    if boundary is None:
-        boundary = choose_boundary()
-
-    for field in iter_field_objects(fields):
-        body.write(f"--{boundary}\r\n".encode("latin-1"))
-
-        writer(body).write(field.render_headers())
-        data = field.data
-
-        if isinstance(data, int):
-            data = str(data)  # Backwards compatibility
-
-        if isinstance(data, str):
-            writer(body).write(data)
-        else:
-            body.write(data)
-
-        body.write(b"\r\n")
-
-    body.write(f"--{boundary}--\r\n".encode("latin-1"))
-
-    content_type = f"multipart/form-data; boundary={boundary}"
-
-    return body.getvalue(), content_type
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/http2.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/http2.py
deleted file mode 100644
index ceb40602d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/http2.py
+++ /dev/null
@@ -1,230 +0,0 @@
-from __future__ import annotations
-
-import threading
-import types
-import typing
-
-import h2.config  # type: ignore[import-untyped]
-import h2.connection  # type: ignore[import-untyped]
-import h2.events  # type: ignore[import-untyped]
-
-import urllib3.connection
-import urllib3.util.ssl_
-from urllib3.response import BaseHTTPResponse
-
-from ._collections import HTTPHeaderDict
-from .connection import HTTPSConnection
-from .connectionpool import HTTPSConnectionPool
-
-orig_HTTPSConnection = HTTPSConnection
-
-T = typing.TypeVar("T")
-
-
-class _LockedObject(typing.Generic[T]):
-    """
-    A wrapper class that hides a specific object behind a lock.
-
-    The goal here is to provide a simple way to protect access to an object
-    that cannot safely be simultaneously accessed from multiple threads. The
-    intended use of this class is simple: take hold of it with a context
-    manager, which returns the protected object.
-    """
-
-    def __init__(self, obj: T):
-        self.lock = threading.RLock()
-        self._obj = obj
-
-    def __enter__(self) -> T:
-        self.lock.acquire()
-        return self._obj
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: types.TracebackType | None,
-    ) -> None:
-        self.lock.release()
-
-
-class HTTP2Connection(HTTPSConnection):
-    def __init__(
-        self, host: str, port: int | None = None, **kwargs: typing.Any
-    ) -> None:
-        self._h2_conn = self._new_h2_conn()
-        self._h2_stream: int | None = None
-        self._h2_headers: list[tuple[bytes, bytes]] = []
-
-        if "proxy" in kwargs or "proxy_config" in kwargs:  # Defensive:
-            raise NotImplementedError("Proxies aren't supported with HTTP/2")
-
-        super().__init__(host, port, **kwargs)
-
-    def _new_h2_conn(self) -> _LockedObject[h2.connection.H2Connection]:
-        config = h2.config.H2Configuration(client_side=True)
-        return _LockedObject(h2.connection.H2Connection(config=config))
-
-    def connect(self) -> None:
-        super().connect()
-
-        with self._h2_conn as h2_conn:
-            h2_conn.initiate_connection()
-            self.sock.sendall(h2_conn.data_to_send())
-
-    def putrequest(
-        self,
-        method: str,
-        url: str,
-        skip_host: bool = False,
-        skip_accept_encoding: bool = False,
-    ) -> None:
-        with self._h2_conn as h2_conn:
-            self._request_url = url
-            self._h2_stream = h2_conn.get_next_available_stream_id()
-
-            if ":" in self.host:
-                authority = f"[{self.host}]:{self.port or 443}"
-            else:
-                authority = f"{self.host}:{self.port or 443}"
-
-            self._h2_headers.extend(
-                (
-                    (b":scheme", b"https"),
-                    (b":method", method.encode()),
-                    (b":authority", authority.encode()),
-                    (b":path", url.encode()),
-                )
-            )
-
-    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
-        for value in values:
-            self._h2_headers.append(
-                (header.encode("utf-8").lower(), value.encode("utf-8"))
-            )
-
-    def endheaders(self) -> None:  # type: ignore[override]
-        with self._h2_conn as h2_conn:
-            h2_conn.send_headers(
-                stream_id=self._h2_stream,
-                headers=self._h2_headers,
-                end_stream=True,
-            )
-            if data_to_send := h2_conn.data_to_send():
-                self.sock.sendall(data_to_send)
-
-    def send(self, data: bytes) -> None:  # type: ignore[override]  # Defensive:
-        if not data:
-            return
-        raise NotImplementedError("Sending data isn't supported yet")
-
-    def getresponse(  # type: ignore[override]
-        self,
-    ) -> HTTP2Response:
-        status = None
-        data = bytearray()
-        with self._h2_conn as h2_conn:
-            end_stream = False
-            while not end_stream:
-                # TODO: Arbitrary read value.
-                if received_data := self.sock.recv(65535):
-                    events = h2_conn.receive_data(received_data)
-                    for event in events:
-                        if isinstance(event, h2.events.ResponseReceived):
-                            headers = HTTPHeaderDict()
-                            for header, value in event.headers:
-                                if header == b":status":
-                                    status = int(value.decode())
-                                else:
-                                    headers.add(
-                                        header.decode("ascii"), value.decode("ascii")
-                                    )
-
-                        elif isinstance(event, h2.events.DataReceived):
-                            data += event.data
-                            h2_conn.acknowledge_received_data(
-                                event.flow_controlled_length, event.stream_id
-                            )
-
-                        elif isinstance(event, h2.events.StreamEnded):
-                            end_stream = True
-
-                if data_to_send := h2_conn.data_to_send():
-                    self.sock.sendall(data_to_send)
-
-        # We always close to not have to handle connection management.
-        self.close()
-
-        assert status is not None
-        return HTTP2Response(
-            status=status,
-            headers=headers,
-            request_url=self._request_url,
-            data=bytes(data),
-        )
-
-    def close(self) -> None:
-        with self._h2_conn as h2_conn:
-            try:
-                h2_conn.close_connection()
-                if data := h2_conn.data_to_send():
-                    self.sock.sendall(data)
-            except Exception:
-                pass
-
-        # Reset all our HTTP/2 connection state.
-        self._h2_conn = self._new_h2_conn()
-        self._h2_stream = None
-        self._h2_headers = []
-
-        super().close()
-
-
-class HTTP2Response(BaseHTTPResponse):
-    # TODO: This is a woefully incomplete response object, but works for non-streaming.
-    def __init__(
-        self,
-        status: int,
-        headers: HTTPHeaderDict,
-        request_url: str,
-        data: bytes,
-        decode_content: bool = False,  # TODO: support decoding
-    ) -> None:
-        super().__init__(
-            status=status,
-            headers=headers,
-            # Following CPython, we map HTTP versions to major * 10 + minor integers
-            version=20,
-            version_string="HTTP/2",
-            # No reason phrase in HTTP/2
-            reason=None,
-            decode_content=decode_content,
-            request_url=request_url,
-        )
-        self._data = data
-        self.length_remaining = 0
-
-    @property
-    def data(self) -> bytes:
-        return self._data
-
-    def get_redirect_location(self) -> None:
-        return None
-
-    def close(self) -> None:
-        pass
-
-
-def inject_into_urllib3() -> None:
-    HTTPSConnectionPool.ConnectionCls = HTTP2Connection
-    urllib3.connection.HTTPSConnection = HTTP2Connection  # type: ignore[misc]
-
-    # TODO: Offer 'http/1.1' as well, but for testing purposes this is handy.
-    urllib3.util.ssl_.ALPN_PROTOCOLS = ["h2"]
-
-
-def extract_from_urllib3() -> None:
-    HTTPSConnectionPool.ConnectionCls = orig_HTTPSConnection
-    urllib3.connection.HTTPSConnection = orig_HTTPSConnection  # type: ignore[misc]
-
-    urllib3.util.ssl_.ALPN_PROTOCOLS = ["http/1.1"]
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/poolmanager.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/poolmanager.py
deleted file mode 100644
index 085d1dbaf..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/poolmanager.py
+++ /dev/null
@@ -1,637 +0,0 @@
-from __future__ import annotations
-
-import functools
-import logging
-import typing
-import warnings
-from types import TracebackType
-from urllib.parse import urljoin
-
-from ._collections import HTTPHeaderDict, RecentlyUsedContainer
-from ._request_methods import RequestMethods
-from .connection import ProxyConfig
-from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, port_by_scheme
-from .exceptions import (
-    LocationValueError,
-    MaxRetryError,
-    ProxySchemeUnknown,
-    URLSchemeUnknown,
-)
-from .response import BaseHTTPResponse
-from .util.connection import _TYPE_SOCKET_OPTIONS
-from .util.proxy import connection_requires_http_tunnel
-from .util.retry import Retry
-from .util.timeout import Timeout
-from .util.url import Url, parse_url
-
-if typing.TYPE_CHECKING:
-    import ssl
-
-    from typing_extensions import Self
-
-__all__ = ["PoolManager", "ProxyManager", "proxy_from_url"]
-
-
-log = logging.getLogger(__name__)
-
-SSL_KEYWORDS = (
-    "key_file",
-    "cert_file",
-    "cert_reqs",
-    "ca_certs",
-    "ca_cert_data",
-    "ssl_version",
-    "ssl_minimum_version",
-    "ssl_maximum_version",
-    "ca_cert_dir",
-    "ssl_context",
-    "key_password",
-    "server_hostname",
-)
-# Default value for `blocksize` - a new parameter introduced to
-# http.client.HTTPConnection & http.client.HTTPSConnection in Python 3.7
-_DEFAULT_BLOCKSIZE = 16384
-
-
-class PoolKey(typing.NamedTuple):
-    """
-    All known keyword arguments that could be provided to the pool manager, its
-    pools, or the underlying connections.
-
-    All custom key schemes should include the fields in this key at a minimum.
-    """
-
-    key_scheme: str
-    key_host: str
-    key_port: int | None
-    key_timeout: Timeout | float | int | None
-    key_retries: Retry | bool | int | None
-    key_block: bool | None
-    key_source_address: tuple[str, int] | None
-    key_key_file: str | None
-    key_key_password: str | None
-    key_cert_file: str | None
-    key_cert_reqs: str | None
-    key_ca_certs: str | None
-    key_ca_cert_data: str | bytes | None
-    key_ssl_version: int | str | None
-    key_ssl_minimum_version: ssl.TLSVersion | None
-    key_ssl_maximum_version: ssl.TLSVersion | None
-    key_ca_cert_dir: str | None
-    key_ssl_context: ssl.SSLContext | None
-    key_maxsize: int | None
-    key_headers: frozenset[tuple[str, str]] | None
-    key__proxy: Url | None
-    key__proxy_headers: frozenset[tuple[str, str]] | None
-    key__proxy_config: ProxyConfig | None
-    key_socket_options: _TYPE_SOCKET_OPTIONS | None
-    key__socks_options: frozenset[tuple[str, str]] | None
-    key_assert_hostname: bool | str | None
-    key_assert_fingerprint: str | None
-    key_server_hostname: str | None
-    key_blocksize: int | None
-
-
-def _default_key_normalizer(
-    key_class: type[PoolKey], request_context: dict[str, typing.Any]
-) -> PoolKey:
-    """
-    Create a pool key out of a request context dictionary.
-
-    According to RFC 3986, both the scheme and host are case-insensitive.
-    Therefore, this function normalizes both before constructing the pool
-    key for an HTTPS request. If you wish to change this behaviour, provide
-    alternate callables to ``key_fn_by_scheme``.
-
-    :param key_class:
-        The class to use when constructing the key. This should be a namedtuple
-        with the ``scheme`` and ``host`` keys at a minimum.
-    :type  key_class: namedtuple
-    :param request_context:
-        A dictionary-like object that contain the context for a request.
-    :type  request_context: dict
-
-    :return: A namedtuple that can be used as a connection pool key.
-    :rtype:  PoolKey
-    """
-    # Since we mutate the dictionary, make a copy first
-    context = request_context.copy()
-    context["scheme"] = context["scheme"].lower()
-    context["host"] = context["host"].lower()
-
-    # These are both dictionaries and need to be transformed into frozensets
-    for key in ("headers", "_proxy_headers", "_socks_options"):
-        if key in context and context[key] is not None:
-            context[key] = frozenset(context[key].items())
-
-    # The socket_options key may be a list and needs to be transformed into a
-    # tuple.
-    socket_opts = context.get("socket_options")
-    if socket_opts is not None:
-        context["socket_options"] = tuple(socket_opts)
-
-    # Map the kwargs to the names in the namedtuple - this is necessary since
-    # namedtuples can't have fields starting with '_'.
-    for key in list(context.keys()):
-        context["key_" + key] = context.pop(key)
-
-    # Default to ``None`` for keys missing from the context
-    for field in key_class._fields:
-        if field not in context:
-            context[field] = None
-
-    # Default key_blocksize to _DEFAULT_BLOCKSIZE if missing from the context
-    if context.get("key_blocksize") is None:
-        context["key_blocksize"] = _DEFAULT_BLOCKSIZE
-
-    return key_class(**context)
-
-
-#: A dictionary that maps a scheme to a callable that creates a pool key.
-#: This can be used to alter the way pool keys are constructed, if desired.
-#: Each PoolManager makes a copy of this dictionary so they can be configured
-#: globally here, or individually on the instance.
-key_fn_by_scheme = {
-    "http": functools.partial(_default_key_normalizer, PoolKey),
-    "https": functools.partial(_default_key_normalizer, PoolKey),
-}
-
-pool_classes_by_scheme = {"http": HTTPConnectionPool, "https": HTTPSConnectionPool}
-
-
-class PoolManager(RequestMethods):
-    """
-    Allows for arbitrary requests while transparently keeping track of
-    necessary connection pools for you.
-
-    :param num_pools:
-        Number of connection pools to cache before discarding the least
-        recently used pool.
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-
-    :param \\**connection_pool_kw:
-        Additional parameters are used to create fresh
-        :class:`urllib3.connectionpool.ConnectionPool` instances.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        http = urllib3.PoolManager(num_pools=2)
-
-        resp1 = http.request("GET", "https://google.com/")
-        resp2 = http.request("GET", "https://google.com/mail")
-        resp3 = http.request("GET", "https://yahoo.com/")
-
-        print(len(http.pools))
-        # 2
-
-    """
-
-    proxy: Url | None = None
-    proxy_config: ProxyConfig | None = None
-
-    def __init__(
-        self,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        **connection_pool_kw: typing.Any,
-    ) -> None:
-        super().__init__(headers)
-        self.connection_pool_kw = connection_pool_kw
-
-        self.pools: RecentlyUsedContainer[PoolKey, HTTPConnectionPool]
-        self.pools = RecentlyUsedContainer(num_pools)
-
-        # Locally set the pool classes and keys so other PoolManagers can
-        # override them.
-        self.pool_classes_by_scheme = pool_classes_by_scheme
-        self.key_fn_by_scheme = key_fn_by_scheme.copy()
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: TracebackType | None,
-    ) -> typing.Literal[False]:
-        self.clear()
-        # Return False to re-raise any potential exceptions
-        return False
-
-    def _new_pool(
-        self,
-        scheme: str,
-        host: str,
-        port: int,
-        request_context: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        """
-        Create a new :class:`urllib3.connectionpool.ConnectionPool` based on host, port, scheme, and
-        any additional pool keyword arguments.
-
-        If ``request_context`` is provided, it is provided as keyword arguments
-        to the pool class used. This method is used to actually create the
-        connection pools handed out by :meth:`connection_from_url` and
-        companion methods. It is intended to be overridden for customization.
-        """
-        pool_cls: type[HTTPConnectionPool] = self.pool_classes_by_scheme[scheme]
-        if request_context is None:
-            request_context = self.connection_pool_kw.copy()
-
-        # Default blocksize to _DEFAULT_BLOCKSIZE if missing or explicitly
-        # set to 'None' in the request_context.
-        if request_context.get("blocksize") is None:
-            request_context["blocksize"] = _DEFAULT_BLOCKSIZE
-
-        # Although the context has everything necessary to create the pool,
-        # this function has historically only used the scheme, host, and port
-        # in the positional args. When an API change is acceptable these can
-        # be removed.
-        for key in ("scheme", "host", "port"):
-            request_context.pop(key, None)
-
-        if scheme == "http":
-            for kw in SSL_KEYWORDS:
-                request_context.pop(kw, None)
-
-        return pool_cls(host, port, **request_context)
-
-    def clear(self) -> None:
-        """
-        Empty our store of pools and direct them all to close.
-
-        This will not affect in-flight connections, but they will not be
-        re-used after completion.
-        """
-        self.pools.clear()
-
-    def connection_from_host(
-        self,
-        host: str | None,
-        port: int | None = None,
-        scheme: str | None = "http",
-        pool_kwargs: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the host, port, and scheme.
-
-        If ``port`` isn't given, it will be derived from the ``scheme`` using
-        ``urllib3.connectionpool.port_by_scheme``. If ``pool_kwargs`` is
-        provided, it is merged with the instance's ``connection_pool_kw``
-        variable and used to create the new connection pool, if one is
-        needed.
-        """
-
-        if not host:
-            raise LocationValueError("No host specified.")
-
-        request_context = self._merge_pool_kwargs(pool_kwargs)
-        request_context["scheme"] = scheme or "http"
-        if not port:
-            port = port_by_scheme.get(request_context["scheme"].lower(), 80)
-        request_context["port"] = port
-        request_context["host"] = host
-
-        return self.connection_from_context(request_context)
-
-    def connection_from_context(
-        self, request_context: dict[str, typing.Any]
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the request context.
-
-        ``request_context`` must at least contain the ``scheme`` key and its
-        value must be a key in ``key_fn_by_scheme`` instance variable.
-        """
-        if "strict" in request_context:
-            warnings.warn(
-                "The 'strict' parameter is no longer needed on Python 3+. "
-                "This will raise an error in urllib3 v2.1.0.",
-                DeprecationWarning,
-            )
-            request_context.pop("strict")
-
-        scheme = request_context["scheme"].lower()
-        pool_key_constructor = self.key_fn_by_scheme.get(scheme)
-        if not pool_key_constructor:
-            raise URLSchemeUnknown(scheme)
-        pool_key = pool_key_constructor(request_context)
-
-        return self.connection_from_pool_key(pool_key, request_context=request_context)
-
-    def connection_from_pool_key(
-        self, pool_key: PoolKey, request_context: dict[str, typing.Any]
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the provided pool key.
-
-        ``pool_key`` should be a namedtuple that only contains immutable
-        objects. At a minimum it must have the ``scheme``, ``host``, and
-        ``port`` fields.
-        """
-        with self.pools.lock:
-            # If the scheme, host, or port doesn't match existing open
-            # connections, open a new ConnectionPool.
-            pool = self.pools.get(pool_key)
-            if pool:
-                return pool
-
-            # Make a fresh ConnectionPool of the desired type
-            scheme = request_context["scheme"]
-            host = request_context["host"]
-            port = request_context["port"]
-            pool = self._new_pool(scheme, host, port, request_context=request_context)
-            self.pools[pool_key] = pool
-
-        return pool
-
-    def connection_from_url(
-        self, url: str, pool_kwargs: dict[str, typing.Any] | None = None
-    ) -> HTTPConnectionPool:
-        """
-        Similar to :func:`urllib3.connectionpool.connection_from_url`.
-
-        If ``pool_kwargs`` is not provided and a new pool needs to be
-        constructed, ``self.connection_pool_kw`` is used to initialize
-        the :class:`urllib3.connectionpool.ConnectionPool`. If ``pool_kwargs``
-        is provided, it is used instead. Note that if a new pool does not
-        need to be created for the request, the provided ``pool_kwargs`` are
-        not used.
-        """
-        u = parse_url(url)
-        return self.connection_from_host(
-            u.host, port=u.port, scheme=u.scheme, pool_kwargs=pool_kwargs
-        )
-
-    def _merge_pool_kwargs(
-        self, override: dict[str, typing.Any] | None
-    ) -> dict[str, typing.Any]:
-        """
-        Merge a dictionary of override values for self.connection_pool_kw.
-
-        This does not modify self.connection_pool_kw and returns a new dict.
-        Any keys in the override dictionary with a value of ``None`` are
-        removed from the merged dictionary.
-        """
-        base_pool_kwargs = self.connection_pool_kw.copy()
-        if override:
-            for key, value in override.items():
-                if value is None:
-                    try:
-                        del base_pool_kwargs[key]
-                    except KeyError:
-                        pass
-                else:
-                    base_pool_kwargs[key] = value
-        return base_pool_kwargs
-
-    def _proxy_requires_url_absolute_form(self, parsed_url: Url) -> bool:
-        """
-        Indicates if the proxy requires the complete destination URL in the
-        request.  Normally this is only needed when not using an HTTP CONNECT
-        tunnel.
-        """
-        if self.proxy is None:
-            return False
-
-        return not connection_requires_http_tunnel(
-            self.proxy, self.proxy_config, parsed_url.scheme
-        )
-
-    def urlopen(  # type: ignore[override]
-        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
-    ) -> BaseHTTPResponse:
-        """
-        Same as :meth:`urllib3.HTTPConnectionPool.urlopen`
-        with custom cross-host redirect logic and only sends the request-uri
-        portion of the ``url``.
-
-        The given ``url`` parameter must be absolute, such that an appropriate
-        :class:`urllib3.connectionpool.ConnectionPool` can be chosen for it.
-        """
-        u = parse_url(url)
-
-        if u.scheme is None:
-            warnings.warn(
-                "URLs without a scheme (ie 'https://') are deprecated and will raise an error "
-                "in a future version of urllib3. To avoid this DeprecationWarning ensure all URLs "
-                "start with 'https://' or 'http://'. Read more in this issue: "
-                "https://github.com/urllib3/urllib3/issues/2920",
-                category=DeprecationWarning,
-                stacklevel=2,
-            )
-
-        conn = self.connection_from_host(u.host, port=u.port, scheme=u.scheme)
-
-        kw["assert_same_host"] = False
-        kw["redirect"] = False
-
-        if "headers" not in kw:
-            kw["headers"] = self.headers
-
-        if self._proxy_requires_url_absolute_form(u):
-            response = conn.urlopen(method, url, **kw)
-        else:
-            response = conn.urlopen(method, u.request_uri, **kw)
-
-        redirect_location = redirect and response.get_redirect_location()
-        if not redirect_location:
-            return response
-
-        # Support relative URLs for redirecting.
-        redirect_location = urljoin(url, redirect_location)
-
-        if response.status == 303:
-            # Change the method according to RFC 9110, Section 15.4.4.
-            method = "GET"
-            # And lose the body not to transfer anything sensitive.
-            kw["body"] = None
-            kw["headers"] = HTTPHeaderDict(kw["headers"])._prepare_for_method_change()
-
-        retries = kw.get("retries")
-        if not isinstance(retries, Retry):
-            retries = Retry.from_int(retries, redirect=redirect)
-
-        # Strip headers marked as unsafe to forward to the redirected location.
-        # Check remove_headers_on_redirect to avoid a potential network call within
-        # conn.is_same_host() which may use socket.gethostbyname() in the future.
-        if retries.remove_headers_on_redirect and not conn.is_same_host(
-            redirect_location
-        ):
-            new_headers = kw["headers"].copy()
-            for header in kw["headers"]:
-                if header.lower() in retries.remove_headers_on_redirect:
-                    new_headers.pop(header, None)
-            kw["headers"] = new_headers
-
-        try:
-            retries = retries.increment(method, url, response=response, _pool=conn)
-        except MaxRetryError:
-            if retries.raise_on_redirect:
-                response.drain_conn()
-                raise
-            return response
-
-        kw["retries"] = retries
-        kw["redirect"] = redirect
-
-        log.info("Redirecting %s -> %s", url, redirect_location)
-
-        response.drain_conn()
-        return self.urlopen(method, redirect_location, **kw)
-
-
-class ProxyManager(PoolManager):
-    """
-    Behaves just like :class:`PoolManager`, but sends all requests through
-    the defined proxy, using the CONNECT method for HTTPS URLs.
-
-    :param proxy_url:
-        The URL of the proxy to be used.
-
-    :param proxy_headers:
-        A dictionary containing headers that will be sent to the proxy. In case
-        of HTTP they are being sent with each request, while in the
-        HTTPS/CONNECT case they are sent only once. Could be used for proxy
-        authentication.
-
-    :param proxy_ssl_context:
-        The proxy SSL context is used to establish the TLS connection to the
-        proxy when using HTTPS proxies.
-
-    :param use_forwarding_for_https:
-        (Defaults to False) If set to True will forward requests to the HTTPS
-        proxy to be made on behalf of the client instead of creating a TLS
-        tunnel via the CONNECT method. **Enabling this flag means that request
-        and response headers and content will be visible from the HTTPS proxy**
-        whereas tunneling keeps request and response headers and content
-        private.  IP address, target hostname, SNI, and port are always visible
-        to an HTTPS proxy even when this flag is disabled.
-
-    :param proxy_assert_hostname:
-        The hostname of the certificate to verify against.
-
-    :param proxy_assert_fingerprint:
-        The fingerprint of the certificate to verify against.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        proxy = urllib3.ProxyManager("https://localhost:3128/")
-
-        resp1 = proxy.request("GET", "https://google.com/")
-        resp2 = proxy.request("GET", "https://httpbin.org/")
-
-        print(len(proxy.pools))
-        # 1
-
-        resp3 = proxy.request("GET", "https://httpbin.org/")
-        resp4 = proxy.request("GET", "https://twitter.com/")
-
-        print(len(proxy.pools))
-        # 3
-
-    """
-
-    def __init__(
-        self,
-        proxy_url: str,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        proxy_headers: typing.Mapping[str, str] | None = None,
-        proxy_ssl_context: ssl.SSLContext | None = None,
-        use_forwarding_for_https: bool = False,
-        proxy_assert_hostname: None | str | typing.Literal[False] = None,
-        proxy_assert_fingerprint: str | None = None,
-        **connection_pool_kw: typing.Any,
-    ) -> None:
-        if isinstance(proxy_url, HTTPConnectionPool):
-            str_proxy_url = f"{proxy_url.scheme}://{proxy_url.host}:{proxy_url.port}"
-        else:
-            str_proxy_url = proxy_url
-        proxy = parse_url(str_proxy_url)
-
-        if proxy.scheme not in ("http", "https"):
-            raise ProxySchemeUnknown(proxy.scheme)
-
-        if not proxy.port:
-            port = port_by_scheme.get(proxy.scheme, 80)
-            proxy = proxy._replace(port=port)
-
-        self.proxy = proxy
-        self.proxy_headers = proxy_headers or {}
-        self.proxy_ssl_context = proxy_ssl_context
-        self.proxy_config = ProxyConfig(
-            proxy_ssl_context,
-            use_forwarding_for_https,
-            proxy_assert_hostname,
-            proxy_assert_fingerprint,
-        )
-
-        connection_pool_kw["_proxy"] = self.proxy
-        connection_pool_kw["_proxy_headers"] = self.proxy_headers
-        connection_pool_kw["_proxy_config"] = self.proxy_config
-
-        super().__init__(num_pools, headers, **connection_pool_kw)
-
-    def connection_from_host(
-        self,
-        host: str | None,
-        port: int | None = None,
-        scheme: str | None = "http",
-        pool_kwargs: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        if scheme == "https":
-            return super().connection_from_host(
-                host, port, scheme, pool_kwargs=pool_kwargs
-            )
-
-        return super().connection_from_host(
-            self.proxy.host, self.proxy.port, self.proxy.scheme, pool_kwargs=pool_kwargs  # type: ignore[union-attr]
-        )
-
-    def _set_proxy_headers(
-        self, url: str, headers: typing.Mapping[str, str] | None = None
-    ) -> typing.Mapping[str, str]:
-        """
-        Sets headers needed by proxies: specifically, the Accept and Host
-        headers. Only sets headers not provided by the user.
-        """
-        headers_ = {"Accept": "*/*"}
-
-        netloc = parse_url(url).netloc
-        if netloc:
-            headers_["Host"] = netloc
-
-        if headers:
-            headers_.update(headers)
-        return headers_
-
-    def urlopen(  # type: ignore[override]
-        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
-    ) -> BaseHTTPResponse:
-        "Same as HTTP(S)ConnectionPool.urlopen, ``url`` must be absolute."
-        u = parse_url(url)
-        if not connection_requires_http_tunnel(self.proxy, self.proxy_config, u.scheme):
-            # For connections using HTTP CONNECT, httplib sets the necessary
-            # headers on the CONNECT to the proxy. If we're not using CONNECT,
-            # we'll definitely need to set 'Host' at the very least.
-            headers = kw.get("headers", self.headers)
-            kw["headers"] = self._set_proxy_headers(url, headers)
-
-        return super().urlopen(method, url, redirect=redirect, **kw)
-
-
-def proxy_from_url(url: str, **kw: typing.Any) -> ProxyManager:
-    return ProxyManager(proxy_url=url, **kw)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/py.typed b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/py.typed
deleted file mode 100644
index 5f3ea3d91..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/py.typed
+++ /dev/null
@@ -1,2 +0,0 @@
-# Instruct type checkers to look for inline type annotations in this package.
-# See PEP 561.
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/response.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/response.py
deleted file mode 100644
index a0273d65b..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/response.py
+++ /dev/null
@@ -1,1265 +0,0 @@
-from __future__ import annotations
-
-import collections
-import io
-import json as _json
-import logging
-import re
-import sys
-import typing
-import warnings
-import zlib
-from contextlib import contextmanager
-from http.client import HTTPMessage as _HttplibHTTPMessage
-from http.client import HTTPResponse as _HttplibHTTPResponse
-from socket import timeout as SocketTimeout
-
-if typing.TYPE_CHECKING:
-    from ._base_connection import BaseHTTPConnection
-
-try:
-    try:
-        import brotlicffi as brotli  # type: ignore[import-not-found]
-    except ImportError:
-        import brotli  # type: ignore[import-not-found]
-except ImportError:
-    brotli = None
-
-try:
-    import zstandard as zstd
-except (AttributeError, ImportError, ValueError):  # Defensive:
-    HAS_ZSTD = False
-else:
-    # The package 'zstandard' added the 'eof' property starting
-    # in v0.18.0 which we require to ensure a complete and
-    # valid zstd stream was fed into the ZstdDecoder.
-    # See: https://github.com/urllib3/urllib3/pull/2624
-    _zstd_version = tuple(
-        map(int, re.search(r"^([0-9]+)\.([0-9]+)", zstd.__version__).groups())  # type: ignore[union-attr]
-    )
-    if _zstd_version < (0, 18):  # Defensive:
-        HAS_ZSTD = False
-    else:
-        HAS_ZSTD = True
-
-from . import util
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from .connection import BaseSSLError, HTTPConnection, HTTPException
-from .exceptions import (
-    BodyNotHttplibCompatible,
-    DecodeError,
-    HTTPError,
-    IncompleteRead,
-    InvalidChunkLength,
-    InvalidHeader,
-    ProtocolError,
-    ReadTimeoutError,
-    ResponseNotChunked,
-    SSLError,
-)
-from .util.response import is_fp_closed, is_response_to_head
-from .util.retry import Retry
-
-if typing.TYPE_CHECKING:
-    from .connectionpool import HTTPConnectionPool
-
-log = logging.getLogger(__name__)
-
-
-class ContentDecoder:
-    def decompress(self, data: bytes) -> bytes:
-        raise NotImplementedError()
-
-    def flush(self) -> bytes:
-        raise NotImplementedError()
-
-
-class DeflateDecoder(ContentDecoder):
-    def __init__(self) -> None:
-        self._first_try = True
-        self._data = b""
-        self._obj = zlib.decompressobj()
-
-    def decompress(self, data: bytes) -> bytes:
-        if not data:
-            return data
-
-        if not self._first_try:
-            return self._obj.decompress(data)
-
-        self._data += data
-        try:
-            decompressed = self._obj.decompress(data)
-            if decompressed:
-                self._first_try = False
-                self._data = None  # type: ignore[assignment]
-            return decompressed
-        except zlib.error:
-            self._first_try = False
-            self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
-            try:
-                return self.decompress(self._data)
-            finally:
-                self._data = None  # type: ignore[assignment]
-
-    def flush(self) -> bytes:
-        return self._obj.flush()
-
-
-class GzipDecoderState:
-    FIRST_MEMBER = 0
-    OTHER_MEMBERS = 1
-    SWALLOW_DATA = 2
-
-
-class GzipDecoder(ContentDecoder):
-    def __init__(self) -> None:
-        self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
-        self._state = GzipDecoderState.FIRST_MEMBER
-
-    def decompress(self, data: bytes) -> bytes:
-        ret = bytearray()
-        if self._state == GzipDecoderState.SWALLOW_DATA or not data:
-            return bytes(ret)
-        while True:
-            try:
-                ret += self._obj.decompress(data)
-            except zlib.error:
-                previous_state = self._state
-                # Ignore data after the first error
-                self._state = GzipDecoderState.SWALLOW_DATA
-                if previous_state == GzipDecoderState.OTHER_MEMBERS:
-                    # Allow trailing garbage acceptable in other gzip clients
-                    return bytes(ret)
-                raise
-            data = self._obj.unused_data
-            if not data:
-                return bytes(ret)
-            self._state = GzipDecoderState.OTHER_MEMBERS
-            self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
-
-    def flush(self) -> bytes:
-        return self._obj.flush()
-
-
-if brotli is not None:
-
-    class BrotliDecoder(ContentDecoder):
-        # Supports both 'brotlipy' and 'Brotli' packages
-        # since they share an import name. The top branches
-        # are for 'brotlipy' and bottom branches for 'Brotli'
-        def __init__(self) -> None:
-            self._obj = brotli.Decompressor()
-            if hasattr(self._obj, "decompress"):
-                setattr(self, "decompress", self._obj.decompress)
-            else:
-                setattr(self, "decompress", self._obj.process)
-
-        def flush(self) -> bytes:
-            if hasattr(self._obj, "flush"):
-                return self._obj.flush()  # type: ignore[no-any-return]
-            return b""
-
-
-if HAS_ZSTD:
-
-    class ZstdDecoder(ContentDecoder):
-        def __init__(self) -> None:
-            self._obj = zstd.ZstdDecompressor().decompressobj()
-
-        def decompress(self, data: bytes) -> bytes:
-            if not data:
-                return b""
-            data_parts = [self._obj.decompress(data)]
-            while self._obj.eof and self._obj.unused_data:
-                unused_data = self._obj.unused_data
-                self._obj = zstd.ZstdDecompressor().decompressobj()
-                data_parts.append(self._obj.decompress(unused_data))
-            return b"".join(data_parts)
-
-        def flush(self) -> bytes:
-            ret = self._obj.flush()  # note: this is a no-op
-            if not self._obj.eof:
-                raise DecodeError("Zstandard data is incomplete")
-            return ret
-
-
-class MultiDecoder(ContentDecoder):
-    """
-    From RFC7231:
-        If one or more encodings have been applied to a representation, the
-        sender that applied the encodings MUST generate a Content-Encoding
-        header field that lists the content codings in the order in which
-        they were applied.
-    """
-
-    def __init__(self, modes: str) -> None:
-        self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
-
-    def flush(self) -> bytes:
-        return self._decoders[0].flush()
-
-    def decompress(self, data: bytes) -> bytes:
-        for d in reversed(self._decoders):
-            data = d.decompress(data)
-        return data
-
-
-def _get_decoder(mode: str) -> ContentDecoder:
-    if "," in mode:
-        return MultiDecoder(mode)
-
-    # According to RFC 9110 section 8.4.1.3, recipients should
-    # consider x-gzip equivalent to gzip
-    if mode in ("gzip", "x-gzip"):
-        return GzipDecoder()
-
-    if brotli is not None and mode == "br":
-        return BrotliDecoder()
-
-    if HAS_ZSTD and mode == "zstd":
-        return ZstdDecoder()
-
-    return DeflateDecoder()
-
-
-class BytesQueueBuffer:
-    """Memory-efficient bytes buffer
-
-    To return decoded data in read() and still follow the BufferedIOBase API, we need a
-    buffer to always return the correct amount of bytes.
-
-    This buffer should be filled using calls to put()
-
-    Our maximum memory usage is determined by the sum of the size of:
-
-     * self.buffer, which contains the full data
-     * the largest chunk that we will copy in get()
-
-    The worst case scenario is a single chunk, in which case we'll make a full copy of
-    the data inside get().
-    """
-
-    def __init__(self) -> None:
-        self.buffer: typing.Deque[bytes] = collections.deque()
-        self._size: int = 0
-
-    def __len__(self) -> int:
-        return self._size
-
-    def put(self, data: bytes) -> None:
-        self.buffer.append(data)
-        self._size += len(data)
-
-    def get(self, n: int) -> bytes:
-        if n == 0:
-            return b""
-        elif not self.buffer:
-            raise RuntimeError("buffer is empty")
-        elif n < 0:
-            raise ValueError("n should be > 0")
-
-        fetched = 0
-        ret = io.BytesIO()
-        while fetched < n:
-            remaining = n - fetched
-            chunk = self.buffer.popleft()
-            chunk_length = len(chunk)
-            if remaining < chunk_length:
-                left_chunk, right_chunk = chunk[:remaining], chunk[remaining:]
-                ret.write(left_chunk)
-                self.buffer.appendleft(right_chunk)
-                self._size -= remaining
-                break
-            else:
-                ret.write(chunk)
-                self._size -= chunk_length
-            fetched += chunk_length
-
-            if not self.buffer:
-                break
-
-        return ret.getvalue()
-
-    def get_all(self) -> bytes:
-        buffer = self.buffer
-        if not buffer:
-            assert self._size == 0
-            return b""
-        if len(buffer) == 1:
-            result = buffer.pop()
-        else:
-            ret = io.BytesIO()
-            ret.writelines(buffer.popleft() for _ in range(len(buffer)))
-            result = ret.getvalue()
-        self._size = 0
-        return result
-
-
-class BaseHTTPResponse(io.IOBase):
-    CONTENT_DECODERS = ["gzip", "x-gzip", "deflate"]
-    if brotli is not None:
-        CONTENT_DECODERS += ["br"]
-    if HAS_ZSTD:
-        CONTENT_DECODERS += ["zstd"]
-    REDIRECT_STATUSES = [301, 302, 303, 307, 308]
-
-    DECODER_ERROR_CLASSES: tuple[type[Exception], ...] = (IOError, zlib.error)
-    if brotli is not None:
-        DECODER_ERROR_CLASSES += (brotli.error,)
-
-    if HAS_ZSTD:
-        DECODER_ERROR_CLASSES += (zstd.ZstdError,)
-
-    def __init__(
-        self,
-        *,
-        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
-        status: int,
-        version: int,
-        version_string: str,
-        reason: str | None,
-        decode_content: bool,
-        request_url: str | None,
-        retries: Retry | None = None,
-    ) -> None:
-        if isinstance(headers, HTTPHeaderDict):
-            self.headers = headers
-        else:
-            self.headers = HTTPHeaderDict(headers)  # type: ignore[arg-type]
-        self.status = status
-        self.version = version
-        self.version_string = version_string
-        self.reason = reason
-        self.decode_content = decode_content
-        self._has_decoded_content = False
-        self._request_url: str | None = request_url
-        self.retries = retries
-
-        self.chunked = False
-        tr_enc = self.headers.get("transfer-encoding", "").lower()
-        # Don't incur the penalty of creating a list and then discarding it
-        encodings = (enc.strip() for enc in tr_enc.split(","))
-        if "chunked" in encodings:
-            self.chunked = True
-
-        self._decoder: ContentDecoder | None = None
-        self.length_remaining: int | None
-
-    def get_redirect_location(self) -> str | None | typing.Literal[False]:
-        """
-        Should we redirect and where to?
-
-        :returns: Truthy redirect location string if we got a redirect status
-            code and valid location. ``None`` if redirect status and no
-            location. ``False`` if not a redirect status code.
-        """
-        if self.status in self.REDIRECT_STATUSES:
-            return self.headers.get("location")
-        return False
-
-    @property
-    def data(self) -> bytes:
-        raise NotImplementedError()
-
-    def json(self) -> typing.Any:
-        """
-        Deserializes the body of the HTTP response as a Python object.
-
-        The body of the HTTP response must be encoded using UTF-8, as per
-        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
-
-        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
-        your custom decoder instead.
-
-        If the body of the HTTP response is not decodable to UTF-8, a
-        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
-        valid JSON document, a `json.JSONDecodeError` will be raised.
-
-        Read more :ref:`here <json_content>`.
-
-        :returns: The body of the HTTP response as a Python object.
-        """
-        data = self.data.decode("utf-8")
-        return _json.loads(data)
-
-    @property
-    def url(self) -> str | None:
-        raise NotImplementedError()
-
-    @url.setter
-    def url(self, url: str | None) -> None:
-        raise NotImplementedError()
-
-    @property
-    def connection(self) -> BaseHTTPConnection | None:
-        raise NotImplementedError()
-
-    @property
-    def retries(self) -> Retry | None:
-        return self._retries
-
-    @retries.setter
-    def retries(self, retries: Retry | None) -> None:
-        # Override the request_url if retries has a redirect location.
-        if retries is not None and retries.history:
-            self.url = retries.history[-1].redirect_location
-        self._retries = retries
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Iterator[bytes]:
-        raise NotImplementedError()
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-        cache_content: bool = False,
-    ) -> bytes:
-        raise NotImplementedError()
-
-    def read1(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> bytes:
-        raise NotImplementedError()
-
-    def read_chunked(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> typing.Iterator[bytes]:
-        raise NotImplementedError()
-
-    def release_conn(self) -> None:
-        raise NotImplementedError()
-
-    def drain_conn(self) -> None:
-        raise NotImplementedError()
-
-    def close(self) -> None:
-        raise NotImplementedError()
-
-    def _init_decoder(self) -> None:
-        """
-        Set-up the _decoder attribute if necessary.
-        """
-        # Note: content-encoding value should be case-insensitive, per RFC 7230
-        # Section 3.2
-        content_encoding = self.headers.get("content-encoding", "").lower()
-        if self._decoder is None:
-            if content_encoding in self.CONTENT_DECODERS:
-                self._decoder = _get_decoder(content_encoding)
-            elif "," in content_encoding:
-                encodings = [
-                    e.strip()
-                    for e in content_encoding.split(",")
-                    if e.strip() in self.CONTENT_DECODERS
-                ]
-                if encodings:
-                    self._decoder = _get_decoder(content_encoding)
-
-    def _decode(
-        self, data: bytes, decode_content: bool | None, flush_decoder: bool
-    ) -> bytes:
-        """
-        Decode the data passed in and potentially flush the decoder.
-        """
-        if not decode_content:
-            if self._has_decoded_content:
-                raise RuntimeError(
-                    "Calling read(decode_content=False) is not supported after "
-                    "read(decode_content=True) was called."
-                )
-            return data
-
-        try:
-            if self._decoder:
-                data = self._decoder.decompress(data)
-                self._has_decoded_content = True
-        except self.DECODER_ERROR_CLASSES as e:
-            content_encoding = self.headers.get("content-encoding", "").lower()
-            raise DecodeError(
-                "Received response with content-encoding: %s, but "
-                "failed to decode it." % content_encoding,
-                e,
-            ) from e
-        if flush_decoder:
-            data += self._flush_decoder()
-
-        return data
-
-    def _flush_decoder(self) -> bytes:
-        """
-        Flushes the decoder. Should only be called if the decoder is actually
-        being used.
-        """
-        if self._decoder:
-            return self._decoder.decompress(b"") + self._decoder.flush()
-        return b""
-
-    # Compatibility methods for `io` module
-    def readinto(self, b: bytearray) -> int:
-        temp = self.read(len(b))
-        if len(temp) == 0:
-            return 0
-        else:
-            b[: len(temp)] = temp
-            return len(temp)
-
-    # Compatibility methods for http.client.HTTPResponse
-    def getheaders(self) -> HTTPHeaderDict:
-        warnings.warn(
-            "HTTPResponse.getheaders() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead access HTTPResponse.headers directly.",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        return self.headers
-
-    def getheader(self, name: str, default: str | None = None) -> str | None:
-        warnings.warn(
-            "HTTPResponse.getheader() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead use HTTPResponse.headers.get(name, default).",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        return self.headers.get(name, default)
-
-    # Compatibility method for http.cookiejar
-    def info(self) -> HTTPHeaderDict:
-        return self.headers
-
-    def geturl(self) -> str | None:
-        return self.url
-
-
-class HTTPResponse(BaseHTTPResponse):
-    """
-    HTTP Response container.
-
-    Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
-    loaded and decoded on-demand when the ``data`` property is accessed.  This
-    class is also compatible with the Python standard library's :mod:`io`
-    module, and can hence be treated as a readable object in the context of that
-    framework.
-
-    Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
-
-    :param preload_content:
-        If True, the response's body will be preloaded during construction.
-
-    :param decode_content:
-        If True, will attempt to decode the body based on the
-        'content-encoding' header.
-
-    :param original_response:
-        When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
-        object, it's convenient to include the original for debug purposes. It's
-        otherwise unused.
-
-    :param retries:
-        The retries contains the last :class:`~urllib3.util.retry.Retry` that
-        was used during the request.
-
-    :param enforce_content_length:
-        Enforce content length checking. Body returned by server must match
-        value of Content-Length header, if present. Otherwise, raise error.
-    """
-
-    def __init__(
-        self,
-        body: _TYPE_BODY = "",
-        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
-        status: int = 0,
-        version: int = 0,
-        version_string: str = "HTTP/?",
-        reason: str | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        original_response: _HttplibHTTPResponse | None = None,
-        pool: HTTPConnectionPool | None = None,
-        connection: HTTPConnection | None = None,
-        msg: _HttplibHTTPMessage | None = None,
-        retries: Retry | None = None,
-        enforce_content_length: bool = True,
-        request_method: str | None = None,
-        request_url: str | None = None,
-        auto_close: bool = True,
-    ) -> None:
-        super().__init__(
-            headers=headers,
-            status=status,
-            version=version,
-            version_string=version_string,
-            reason=reason,
-            decode_content=decode_content,
-            request_url=request_url,
-            retries=retries,
-        )
-
-        self.enforce_content_length = enforce_content_length
-        self.auto_close = auto_close
-
-        self._body = None
-        self._fp: _HttplibHTTPResponse | None = None
-        self._original_response = original_response
-        self._fp_bytes_read = 0
-        self.msg = msg
-
-        if body and isinstance(body, (str, bytes)):
-            self._body = body
-
-        self._pool = pool
-        self._connection = connection
-
-        if hasattr(body, "read"):
-            self._fp = body  # type: ignore[assignment]
-
-        # Are we using the chunked-style of transfer encoding?
-        self.chunk_left: int | None = None
-
-        # Determine length of response
-        self.length_remaining = self._init_length(request_method)
-
-        # Used to return the correct amount of bytes for partial read()s
-        self._decoded_buffer = BytesQueueBuffer()
-
-        # If requested, preload the body.
-        if preload_content and not self._body:
-            self._body = self.read(decode_content=decode_content)
-
-    def release_conn(self) -> None:
-        if not self._pool or not self._connection:
-            return None
-
-        self._pool._put_conn(self._connection)
-        self._connection = None
-
-    def drain_conn(self) -> None:
-        """
-        Read and discard any remaining HTTP response data in the response connection.
-
-        Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
-        """
-        try:
-            self.read()
-        except (HTTPError, OSError, BaseSSLError, HTTPException):
-            pass
-
-    @property
-    def data(self) -> bytes:
-        # For backwards-compat with earlier urllib3 0.4 and earlier.
-        if self._body:
-            return self._body  # type: ignore[return-value]
-
-        if self._fp:
-            return self.read(cache_content=True)
-
-        return None  # type: ignore[return-value]
-
-    @property
-    def connection(self) -> HTTPConnection | None:
-        return self._connection
-
-    def isclosed(self) -> bool:
-        return is_fp_closed(self._fp)
-
-    def tell(self) -> int:
-        """
-        Obtain the number of bytes pulled over the wire so far. May differ from
-        the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
-        if bytes are encoded on the wire (e.g, compressed).
-        """
-        return self._fp_bytes_read
-
-    def _init_length(self, request_method: str | None) -> int | None:
-        """
-        Set initial length value for Response content if available.
-        """
-        length: int | None
-        content_length: str | None = self.headers.get("content-length")
-
-        if content_length is not None:
-            if self.chunked:
-                # This Response will fail with an IncompleteRead if it can't be
-                # received as chunked. This method falls back to attempt reading
-                # the response before raising an exception.
-                log.warning(
-                    "Received response with both Content-Length and "
-                    "Transfer-Encoding set. This is expressly forbidden "
-                    "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
-                    "attempting to process response as Transfer-Encoding: "
-                    "chunked."
-                )
-                return None
-
-            try:
-                # RFC 7230 section 3.3.2 specifies multiple content lengths can
-                # be sent in a single Content-Length header
-                # (e.g. Content-Length: 42, 42). This line ensures the values
-                # are all valid ints and that as long as the `set` length is 1,
-                # all values are the same. Otherwise, the header is invalid.
-                lengths = {int(val) for val in content_length.split(",")}
-                if len(lengths) > 1:
-                    raise InvalidHeader(
-                        "Content-Length contained multiple "
-                        "unmatching values (%s)" % content_length
-                    )
-                length = lengths.pop()
-            except ValueError:
-                length = None
-            else:
-                if length < 0:
-                    length = None
-
-        else:  # if content_length is None
-            length = None
-
-        # Convert status to int for comparison
-        # In some cases, httplib returns a status of "_UNKNOWN"
-        try:
-            status = int(self.status)
-        except ValueError:
-            status = 0
-
-        # Check for responses that shouldn't include a body
-        if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
-            length = 0
-
-        return length
-
-    @contextmanager
-    def _error_catcher(self) -> typing.Generator[None, None, None]:
-        """
-        Catch low-level python exceptions, instead re-raising urllib3
-        variants, so that low-level exceptions are not leaked in the
-        high-level api.
-
-        On exit, release the connection back to the pool.
-        """
-        clean_exit = False
-
-        try:
-            try:
-                yield
-
-            except SocketTimeout as e:
-                # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
-                # there is yet no clean way to get at it from this context.
-                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
-
-            except BaseSSLError as e:
-                # FIXME: Is there a better way to differentiate between SSLErrors?
-                if "read operation timed out" not in str(e):
-                    # SSL errors related to framing/MAC get wrapped and reraised here
-                    raise SSLError(e) from e
-
-                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
-
-            except IncompleteRead as e:
-                if (
-                    e.expected is not None
-                    and e.partial is not None
-                    and e.expected == -e.partial
-                ):
-                    arg = "Response may not contain content."
-                else:
-                    arg = f"Connection broken: {e!r}"
-                raise ProtocolError(arg, e) from e
-
-            except (HTTPException, OSError) as e:
-                raise ProtocolError(f"Connection broken: {e!r}", e) from e
-
-            # If no exception is thrown, we should avoid cleaning up
-            # unnecessarily.
-            clean_exit = True
-        finally:
-            # If we didn't terminate cleanly, we need to throw away our
-            # connection.
-            if not clean_exit:
-                # The response may not be closed but we're not going to use it
-                # anymore so close it now to ensure that the connection is
-                # released back to the pool.
-                if self._original_response:
-                    self._original_response.close()
-
-                # Closing the response may not actually be sufficient to close
-                # everything, so if we have a hold of the connection close that
-                # too.
-                if self._connection:
-                    self._connection.close()
-
-            # If we hold the original response but it's closed now, we should
-            # return the connection back to the pool.
-            if self._original_response and self._original_response.isclosed():
-                self.release_conn()
-
-    def _fp_read(
-        self,
-        amt: int | None = None,
-        *,
-        read1: bool = False,
-    ) -> bytes:
-        """
-        Read a response with the thought that reading the number of bytes
-        larger than can fit in a 32-bit int at a time via SSL in some
-        known cases leads to an overflow error that has to be prevented
-        if `amt` or `self.length_remaining` indicate that a problem may
-        happen.
-
-        The known cases:
-          * 3.8 <= CPython < 3.9.7 because of a bug
-            https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
-          * urllib3 injected with pyOpenSSL-backed SSL-support.
-          * CPython < 3.10 only when `amt` does not fit 32-bit int.
-        """
-        assert self._fp
-        c_int_max = 2**31 - 1
-        if (
-            (amt and amt > c_int_max)
-            or (
-                amt is None
-                and self.length_remaining
-                and self.length_remaining > c_int_max
-            )
-        ) and (util.IS_PYOPENSSL or sys.version_info < (3, 10)):
-            if read1:
-                return self._fp.read1(c_int_max)
-            buffer = io.BytesIO()
-            # Besides `max_chunk_amt` being a maximum chunk size, it
-            # affects memory overhead of reading a response by this
-            # method in CPython.
-            # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
-            # chunk size that does not lead to an overflow error, but
-            # 256 MiB is a compromise.
-            max_chunk_amt = 2**28
-            while amt is None or amt != 0:
-                if amt is not None:
-                    chunk_amt = min(amt, max_chunk_amt)
-                    amt -= chunk_amt
-                else:
-                    chunk_amt = max_chunk_amt
-                data = self._fp.read(chunk_amt)
-                if not data:
-                    break
-                buffer.write(data)
-                del data  # to reduce peak memory usage by `max_chunk_amt`.
-            return buffer.getvalue()
-        elif read1:
-            return self._fp.read1(amt) if amt is not None else self._fp.read1()
-        else:
-            # StringIO doesn't like amt=None
-            return self._fp.read(amt) if amt is not None else self._fp.read()
-
-    def _raw_read(
-        self,
-        amt: int | None = None,
-        *,
-        read1: bool = False,
-    ) -> bytes:
-        """
-        Reads `amt` of bytes from the socket.
-        """
-        if self._fp is None:
-            return None  # type: ignore[return-value]
-
-        fp_closed = getattr(self._fp, "closed", False)
-
-        with self._error_catcher():
-            data = self._fp_read(amt, read1=read1) if not fp_closed else b""
-            if amt is not None and amt != 0 and not data:
-                # Platform-specific: Buggy versions of Python.
-                # Close the connection when no data is returned
-                #
-                # This is redundant to what httplib/http.client _should_
-                # already do.  However, versions of python released before
-                # December 15, 2012 (http://bugs.python.org/issue16298) do
-                # not properly close the connection in all cases. There is
-                # no harm in redundantly calling close.
-                self._fp.close()
-                if (
-                    self.enforce_content_length
-                    and self.length_remaining is not None
-                    and self.length_remaining != 0
-                ):
-                    # This is an edge case that httplib failed to cover due
-                    # to concerns of backward compatibility. We're
-                    # addressing it here to make sure IncompleteRead is
-                    # raised during streaming, so all calls with incorrect
-                    # Content-Length are caught.
-                    raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
-            elif read1 and (
-                (amt != 0 and not data) or self.length_remaining == len(data)
-            ):
-                # All data has been read, but `self._fp.read1` in
-                # CPython 3.12 and older doesn't always close
-                # `http.client.HTTPResponse`, so we close it here.
-                # See https://github.com/python/cpython/issues/113199
-                self._fp.close()
-
-        if data:
-            self._fp_bytes_read += len(data)
-            if self.length_remaining is not None:
-                self.length_remaining -= len(data)
-        return data
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-        cache_content: bool = False,
-    ) -> bytes:
-        """
-        Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
-        parameters: ``decode_content`` and ``cache_content``.
-
-        :param amt:
-            How much of the content to read. If specified, caching is skipped
-            because it doesn't make sense to cache partial content as the full
-            response.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param cache_content:
-            If True, will save the returned data such that the same result is
-            returned despite of the state of the underlying file object. This
-            is useful if you want the ``.data`` property to continue working
-            after having ``.read()`` the file object. (Overridden if ``amt`` is
-            set.)
-        """
-        self._init_decoder()
-        if decode_content is None:
-            decode_content = self.decode_content
-
-        if amt and amt < 0:
-            # Negative numbers and `None` should be treated the same.
-            amt = None
-        elif amt is not None:
-            cache_content = False
-
-            if len(self._decoded_buffer) >= amt:
-                return self._decoded_buffer.get(amt)
-
-        data = self._raw_read(amt)
-
-        flush_decoder = amt is None or (amt != 0 and not data)
-
-        if not data and len(self._decoded_buffer) == 0:
-            return data
-
-        if amt is None:
-            data = self._decode(data, decode_content, flush_decoder)
-            if cache_content:
-                self._body = data
-        else:
-            # do not waste memory on buffer when not decoding
-            if not decode_content:
-                if self._has_decoded_content:
-                    raise RuntimeError(
-                        "Calling read(decode_content=False) is not supported after "
-                        "read(decode_content=True) was called."
-                    )
-                return data
-
-            decoded_data = self._decode(data, decode_content, flush_decoder)
-            self._decoded_buffer.put(decoded_data)
-
-            while len(self._decoded_buffer) < amt and data:
-                # TODO make sure to initially read enough data to get past the headers
-                # For example, the GZ file header takes 10 bytes, we don't want to read
-                # it one byte at a time
-                data = self._raw_read(amt)
-                decoded_data = self._decode(data, decode_content, flush_decoder)
-                self._decoded_buffer.put(decoded_data)
-            data = self._decoded_buffer.get(amt)
-
-        return data
-
-    def read1(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> bytes:
-        """
-        Similar to ``http.client.HTTPResponse.read1`` and documented
-        in :meth:`io.BufferedReader.read1`, but with an additional parameter:
-        ``decode_content``.
-
-        :param amt:
-            How much of the content to read.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        if decode_content is None:
-            decode_content = self.decode_content
-        if amt and amt < 0:
-            # Negative numbers and `None` should be treated the same.
-            amt = None
-        # try and respond without going to the network
-        if self._has_decoded_content:
-            if not decode_content:
-                raise RuntimeError(
-                    "Calling read1(decode_content=False) is not supported after "
-                    "read1(decode_content=True) was called."
-                )
-            if len(self._decoded_buffer) > 0:
-                if amt is None:
-                    return self._decoded_buffer.get_all()
-                return self._decoded_buffer.get(amt)
-        if amt == 0:
-            return b""
-
-        # FIXME, this method's type doesn't say returning None is possible
-        data = self._raw_read(amt, read1=True)
-        if not decode_content or data is None:
-            return data
-
-        self._init_decoder()
-        while True:
-            flush_decoder = not data
-            decoded_data = self._decode(data, decode_content, flush_decoder)
-            self._decoded_buffer.put(decoded_data)
-            if decoded_data or flush_decoder:
-                break
-            data = self._raw_read(8192, read1=True)
-
-        if amt is None:
-            return self._decoded_buffer.get_all()
-        return self._decoded_buffer.get(amt)
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        A generator wrapper for the read() method. A call will block until
-        ``amt`` bytes have been read from the connection or until the
-        connection is closed.
-
-        :param amt:
-            How much of the content to read. The generator will return up to
-            much data per iteration, but may return less. This is particularly
-            likely when using compressed data. However, the empty string will
-            never be returned.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        if self.chunked and self.supports_chunked_reads():
-            yield from self.read_chunked(amt, decode_content=decode_content)
-        else:
-            while not is_fp_closed(self._fp) or len(self._decoded_buffer) > 0:
-                data = self.read(amt=amt, decode_content=decode_content)
-
-                if data:
-                    yield data
-
-    # Overrides from io.IOBase
-    def readable(self) -> bool:
-        return True
-
-    def close(self) -> None:
-        if not self.closed and self._fp:
-            self._fp.close()
-
-        if self._connection:
-            self._connection.close()
-
-        if not self.auto_close:
-            io.IOBase.close(self)
-
-    @property
-    def closed(self) -> bool:
-        if not self.auto_close:
-            return io.IOBase.closed.__get__(self)  # type: ignore[no-any-return]
-        elif self._fp is None:
-            return True
-        elif hasattr(self._fp, "isclosed"):
-            return self._fp.isclosed()
-        elif hasattr(self._fp, "closed"):
-            return self._fp.closed
-        else:
-            return True
-
-    def fileno(self) -> int:
-        if self._fp is None:
-            raise OSError("HTTPResponse has no file to get a fileno from")
-        elif hasattr(self._fp, "fileno"):
-            return self._fp.fileno()
-        else:
-            raise OSError(
-                "The file-like object this HTTPResponse is wrapped "
-                "around has no file descriptor"
-            )
-
-    def flush(self) -> None:
-        if (
-            self._fp is not None
-            and hasattr(self._fp, "flush")
-            and not getattr(self._fp, "closed", False)
-        ):
-            return self._fp.flush()
-
-    def supports_chunked_reads(self) -> bool:
-        """
-        Checks if the underlying file-like object looks like a
-        :class:`http.client.HTTPResponse` object. We do this by testing for
-        the fp attribute. If it is present we assume it returns raw chunks as
-        processed by read_chunked().
-        """
-        return hasattr(self._fp, "fp")
-
-    def _update_chunk_length(self) -> None:
-        # First, we'll figure out length of a chunk and then
-        # we'll try to read it from socket.
-        if self.chunk_left is not None:
-            return None
-        line = self._fp.fp.readline()  # type: ignore[union-attr]
-        line = line.split(b";", 1)[0]
-        try:
-            self.chunk_left = int(line, 16)
-        except ValueError:
-            self.close()
-            if line:
-                # Invalid chunked protocol response, abort.
-                raise InvalidChunkLength(self, line) from None
-            else:
-                # Truncated at start of next chunk
-                raise ProtocolError("Response ended prematurely") from None
-
-    def _handle_chunk(self, amt: int | None) -> bytes:
-        returned_chunk = None
-        if amt is None:
-            chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
-            returned_chunk = chunk
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-        elif self.chunk_left is not None and amt < self.chunk_left:
-            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
-            self.chunk_left = self.chunk_left - amt
-            returned_chunk = value
-        elif amt == self.chunk_left:
-            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-            returned_chunk = value
-        else:  # amt > self.chunk_left
-            returned_chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-        return returned_chunk  # type: ignore[no-any-return]
-
-    def read_chunked(
-        self, amt: int | None = None, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        Similar to :meth:`HTTPResponse.read`, but with an additional
-        parameter: ``decode_content``.
-
-        :param amt:
-            How much of the content to read. If specified, caching is skipped
-            because it doesn't make sense to cache partial content as the full
-            response.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        self._init_decoder()
-        # FIXME: Rewrite this method and make it a class with a better structured logic.
-        if not self.chunked:
-            raise ResponseNotChunked(
-                "Response is not chunked. "
-                "Header 'transfer-encoding: chunked' is missing."
-            )
-        if not self.supports_chunked_reads():
-            raise BodyNotHttplibCompatible(
-                "Body should be http.client.HTTPResponse like. "
-                "It should have have an fp attribute which returns raw chunks."
-            )
-
-        with self._error_catcher():
-            # Don't bother reading the body of a HEAD request.
-            if self._original_response and is_response_to_head(self._original_response):
-                self._original_response.close()
-                return None
-
-            # If a response is already read and closed
-            # then return immediately.
-            if self._fp.fp is None:  # type: ignore[union-attr]
-                return None
-
-            if amt and amt < 0:
-                # Negative numbers and `None` should be treated the same,
-                # but httplib handles only `None` correctly.
-                amt = None
-
-            while True:
-                self._update_chunk_length()
-                if self.chunk_left == 0:
-                    break
-                chunk = self._handle_chunk(amt)
-                decoded = self._decode(
-                    chunk, decode_content=decode_content, flush_decoder=False
-                )
-                if decoded:
-                    yield decoded
-
-            if decode_content:
-                # On CPython and PyPy, we should never need to flush the
-                # decoder. However, on Jython we *might* need to, so
-                # lets defensively do it anyway.
-                decoded = self._flush_decoder()
-                if decoded:  # Platform-specific: Jython.
-                    yield decoded
-
-            # Chunk content ends with \r\n: discard it.
-            while self._fp is not None:
-                line = self._fp.fp.readline()
-                if not line:
-                    # Some sites may not end with '\r\n'.
-                    break
-                if line == b"\r\n":
-                    break
-
-            # We read everything; close the "file".
-            if self._original_response:
-                self._original_response.close()
-
-    @property
-    def url(self) -> str | None:
-        """
-        Returns the URL that was the source of this response.
-        If the request that generated this response redirected, this method
-        will return the final redirect location.
-        """
-        return self._request_url
-
-    @url.setter
-    def url(self, url: str) -> None:
-        self._request_url = url
-
-    def __iter__(self) -> typing.Iterator[bytes]:
-        buffer: list[bytes] = []
-        for chunk in self.stream(decode_content=True):
-            if b"\n" in chunk:
-                chunks = chunk.split(b"\n")
-                yield b"".join(buffer) + chunks[0] + b"\n"
-                for x in chunks[1:-1]:
-                    yield x + b"\n"
-                if chunks[-1]:
-                    buffer = [chunks[-1]]
-                else:
-                    buffer = []
-            else:
-                buffer.append(chunk)
-        if buffer:
-            yield b"".join(buffer)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/__init__.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/__init__.py
deleted file mode 100644
index 534126033..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/__init__.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# For backwards compatibility, provide imports that used to be here.
-from __future__ import annotations
-
-from .connection import is_connection_dropped
-from .request import SKIP_HEADER, SKIPPABLE_HEADERS, make_headers
-from .response import is_fp_closed
-from .retry import Retry
-from .ssl_ import (
-    ALPN_PROTOCOLS,
-    IS_PYOPENSSL,
-    SSLContext,
-    assert_fingerprint,
-    create_urllib3_context,
-    resolve_cert_reqs,
-    resolve_ssl_version,
-    ssl_wrap_socket,
-)
-from .timeout import Timeout
-from .url import Url, parse_url
-from .wait import wait_for_read, wait_for_write
-
-__all__ = (
-    "IS_PYOPENSSL",
-    "SSLContext",
-    "ALPN_PROTOCOLS",
-    "Retry",
-    "Timeout",
-    "Url",
-    "assert_fingerprint",
-    "create_urllib3_context",
-    "is_connection_dropped",
-    "is_fp_closed",
-    "parse_url",
-    "make_headers",
-    "resolve_cert_reqs",
-    "resolve_ssl_version",
-    "ssl_wrap_socket",
-    "wait_for_read",
-    "wait_for_write",
-    "SKIP_HEADER",
-    "SKIPPABLE_HEADERS",
-)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/connection.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/connection.py
deleted file mode 100644
index 5c7da73f4..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/connection.py
+++ /dev/null
@@ -1,137 +0,0 @@
-from __future__ import annotations
-
-import socket
-import typing
-
-from ..exceptions import LocationParseError
-from .timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-
-_TYPE_SOCKET_OPTIONS = typing.Sequence[typing.Tuple[int, int, typing.Union[int, bytes]]]
-
-if typing.TYPE_CHECKING:
-    from .._base_connection import BaseHTTPConnection
-
-
-def is_connection_dropped(conn: BaseHTTPConnection) -> bool:  # Platform-specific
-    """
-    Returns True if the connection is dropped and should be closed.
-    :param conn: :class:`urllib3.connection.HTTPConnection` object.
-    """
-    return not conn.is_connected
-
-
-# This function is copied from socket.py in the Python 2.7 standard
-# library test suite. Added to its signature is only `socket_options`.
-# One additional modification is that we avoid binding to IPv6 servers
-# discovered in DNS if the system doesn't have IPv6 functionality.
-def create_connection(
-    address: tuple[str, int],
-    timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-    source_address: tuple[str, int] | None = None,
-    socket_options: _TYPE_SOCKET_OPTIONS | None = None,
-) -> socket.socket:
-    """Connect to *address* and return the socket object.
-
-    Convenience function.  Connect to *address* (a 2-tuple ``(host,
-    port)``) and return the socket object.  Passing the optional
-    *timeout* parameter will set the timeout on the socket instance
-    before attempting to connect.  If no *timeout* is supplied, the
-    global default timeout setting returned by :func:`socket.getdefaulttimeout`
-    is used.  If *source_address* is set it must be a tuple of (host, port)
-    for the socket to bind as a source address before making the connection.
-    An host of '' or port 0 tells the OS to use the default.
-    """
-
-    host, port = address
-    if host.startswith("["):
-        host = host.strip("[]")
-    err = None
-
-    # Using the value from allowed_gai_family() in the context of getaddrinfo lets
-    # us select whether to work with IPv4 DNS records, IPv6 records, or both.
-    # The original create_connection function always returns all records.
-    family = allowed_gai_family()
-
-    try:
-        host.encode("idna")
-    except UnicodeError:
-        raise LocationParseError(f"'{host}', label empty or too long") from None
-
-    for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
-        af, socktype, proto, canonname, sa = res
-        sock = None
-        try:
-            sock = socket.socket(af, socktype, proto)
-
-            # If provided, set socket level options before connecting.
-            _set_socket_options(sock, socket_options)
-
-            if timeout is not _DEFAULT_TIMEOUT:
-                sock.settimeout(timeout)
-            if source_address:
-                sock.bind(source_address)
-            sock.connect(sa)
-            # Break explicitly a reference cycle
-            err = None
-            return sock
-
-        except OSError as _:
-            err = _
-            if sock is not None:
-                sock.close()
-
-    if err is not None:
-        try:
-            raise err
-        finally:
-            # Break explicitly a reference cycle
-            err = None
-    else:
-        raise OSError("getaddrinfo returns an empty list")
-
-
-def _set_socket_options(
-    sock: socket.socket, options: _TYPE_SOCKET_OPTIONS | None
-) -> None:
-    if options is None:
-        return
-
-    for opt in options:
-        sock.setsockopt(*opt)
-
-
-def allowed_gai_family() -> socket.AddressFamily:
-    """This function is designed to work in the context of
-    getaddrinfo, where family=socket.AF_UNSPEC is the default and
-    will perform a DNS search for both IPv6 and IPv4 records."""
-
-    family = socket.AF_INET
-    if HAS_IPV6:
-        family = socket.AF_UNSPEC
-    return family
-
-
-def _has_ipv6(host: str) -> bool:
-    """Returns True if the system can bind an IPv6 address."""
-    sock = None
-    has_ipv6 = False
-
-    if socket.has_ipv6:
-        # has_ipv6 returns true if cPython was compiled with IPv6 support.
-        # It does not tell us if the system has IPv6 support enabled. To
-        # determine that we must bind to an IPv6 address.
-        # https://github.com/urllib3/urllib3/pull/611
-        # https://bugs.python.org/issue658327
-        try:
-            sock = socket.socket(socket.AF_INET6)
-            sock.bind((host, 0))
-            has_ipv6 = True
-        except Exception:
-            pass
-
-    if sock:
-        sock.close()
-    return has_ipv6
-
-
-HAS_IPV6 = _has_ipv6("::1")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/proxy.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/proxy.py
deleted file mode 100644
index 908fc6621..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/proxy.py
+++ /dev/null
@@ -1,43 +0,0 @@
-from __future__ import annotations
-
-import typing
-
-from .url import Url
-
-if typing.TYPE_CHECKING:
-    from ..connection import ProxyConfig
-
-
-def connection_requires_http_tunnel(
-    proxy_url: Url | None = None,
-    proxy_config: ProxyConfig | None = None,
-    destination_scheme: str | None = None,
-) -> bool:
-    """
-    Returns True if the connection requires an HTTP CONNECT through the proxy.
-
-    :param URL proxy_url:
-        URL of the proxy.
-    :param ProxyConfig proxy_config:
-        Proxy configuration from poolmanager.py
-    :param str destination_scheme:
-        The scheme of the destination. (i.e https, http, etc)
-    """
-    # If we're not using a proxy, no way to use a tunnel.
-    if proxy_url is None:
-        return False
-
-    # HTTP destinations never require tunneling, we always forward.
-    if destination_scheme == "http":
-        return False
-
-    # Support for forwarding with HTTPS proxies and HTTPS destinations.
-    if (
-        proxy_url.scheme == "https"
-        and proxy_config
-        and proxy_config.use_forwarding_for_https
-    ):
-        return False
-
-    # Otherwise always use a tunnel.
-    return True
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/request.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/request.py
deleted file mode 100644
index 859597e27..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/request.py
+++ /dev/null
@@ -1,256 +0,0 @@
-from __future__ import annotations
-
-import io
-import typing
-from base64 import b64encode
-from enum import Enum
-
-from ..exceptions import UnrewindableBodyError
-from .util import to_bytes
-
-if typing.TYPE_CHECKING:
-    from typing import Final
-
-# Pass as a value within ``headers`` to skip
-# emitting some HTTP headers that are added automatically.
-# The only headers that are supported are ``Accept-Encoding``,
-# ``Host``, and ``User-Agent``.
-SKIP_HEADER = "@@@SKIP_HEADER@@@"
-SKIPPABLE_HEADERS = frozenset(["accept-encoding", "host", "user-agent"])
-
-ACCEPT_ENCODING = "gzip,deflate"
-try:
-    try:
-        import brotlicffi as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
-    except ImportError:
-        import brotli as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
-except ImportError:
-    pass
-else:
-    ACCEPT_ENCODING += ",br"
-try:
-    import zstandard as _unused_module_zstd  # noqa: F401
-except ImportError:
-    pass
-else:
-    ACCEPT_ENCODING += ",zstd"
-
-
-class _TYPE_FAILEDTELL(Enum):
-    token = 0
-
-
-_FAILEDTELL: Final[_TYPE_FAILEDTELL] = _TYPE_FAILEDTELL.token
-
-_TYPE_BODY_POSITION = typing.Union[int, _TYPE_FAILEDTELL]
-
-# When sending a request with these methods we aren't expecting
-# a body so don't need to set an explicit 'Content-Length: 0'
-# The reason we do this in the negative instead of tracking methods
-# which 'should' have a body is because unknown methods should be
-# treated as if they were 'POST' which *does* expect a body.
-_METHODS_NOT_EXPECTING_BODY = {"GET", "HEAD", "DELETE", "TRACE", "OPTIONS", "CONNECT"}
-
-
-def make_headers(
-    keep_alive: bool | None = None,
-    accept_encoding: bool | list[str] | str | None = None,
-    user_agent: str | None = None,
-    basic_auth: str | None = None,
-    proxy_basic_auth: str | None = None,
-    disable_cache: bool | None = None,
-) -> dict[str, str]:
-    """
-    Shortcuts for generating request headers.
-
-    :param keep_alive:
-        If ``True``, adds 'connection: keep-alive' header.
-
-    :param accept_encoding:
-        Can be a boolean, list, or string.
-        ``True`` translates to 'gzip,deflate'.  If either the ``brotli`` or
-        ``brotlicffi`` package is installed 'gzip,deflate,br' is used instead.
-        List will get joined by comma.
-        String will be used as provided.
-
-    :param user_agent:
-        String representing the user-agent you want, such as
-        "python-urllib3/0.6"
-
-    :param basic_auth:
-        Colon-separated username:password string for 'authorization: basic ...'
-        auth header.
-
-    :param proxy_basic_auth:
-        Colon-separated username:password string for 'proxy-authorization: basic ...'
-        auth header.
-
-    :param disable_cache:
-        If ``True``, adds 'cache-control: no-cache' header.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        print(urllib3.util.make_headers(keep_alive=True, user_agent="Batman/1.0"))
-        # {'connection': 'keep-alive', 'user-agent': 'Batman/1.0'}
-        print(urllib3.util.make_headers(accept_encoding=True))
-        # {'accept-encoding': 'gzip,deflate'}
-    """
-    headers: dict[str, str] = {}
-    if accept_encoding:
-        if isinstance(accept_encoding, str):
-            pass
-        elif isinstance(accept_encoding, list):
-            accept_encoding = ",".join(accept_encoding)
-        else:
-            accept_encoding = ACCEPT_ENCODING
-        headers["accept-encoding"] = accept_encoding
-
-    if user_agent:
-        headers["user-agent"] = user_agent
-
-    if keep_alive:
-        headers["connection"] = "keep-alive"
-
-    if basic_auth:
-        headers[
-            "authorization"
-        ] = f"Basic {b64encode(basic_auth.encode('latin-1')).decode()}"
-
-    if proxy_basic_auth:
-        headers[
-            "proxy-authorization"
-        ] = f"Basic {b64encode(proxy_basic_auth.encode('latin-1')).decode()}"
-
-    if disable_cache:
-        headers["cache-control"] = "no-cache"
-
-    return headers
-
-
-def set_file_position(
-    body: typing.Any, pos: _TYPE_BODY_POSITION | None
-) -> _TYPE_BODY_POSITION | None:
-    """
-    If a position is provided, move file to that point.
-    Otherwise, we'll attempt to record a position for future use.
-    """
-    if pos is not None:
-        rewind_body(body, pos)
-    elif getattr(body, "tell", None) is not None:
-        try:
-            pos = body.tell()
-        except OSError:
-            # This differentiates from None, allowing us to catch
-            # a failed `tell()` later when trying to rewind the body.
-            pos = _FAILEDTELL
-
-    return pos
-
-
-def rewind_body(body: typing.IO[typing.AnyStr], body_pos: _TYPE_BODY_POSITION) -> None:
-    """
-    Attempt to rewind body to a certain position.
-    Primarily used for request redirects and retries.
-
-    :param body:
-        File-like object that supports seek.
-
-    :param int pos:
-        Position to seek to in file.
-    """
-    body_seek = getattr(body, "seek", None)
-    if body_seek is not None and isinstance(body_pos, int):
-        try:
-            body_seek(body_pos)
-        except OSError as e:
-            raise UnrewindableBodyError(
-                "An error occurred when rewinding request body for redirect/retry."
-            ) from e
-    elif body_pos is _FAILEDTELL:
-        raise UnrewindableBodyError(
-            "Unable to record file position for rewinding "
-            "request body during a redirect/retry."
-        )
-    else:
-        raise ValueError(
-            f"body_pos must be of type integer, instead it was {type(body_pos)}."
-        )
-
-
-class ChunksAndContentLength(typing.NamedTuple):
-    chunks: typing.Iterable[bytes] | None
-    content_length: int | None
-
-
-def body_to_chunks(
-    body: typing.Any | None, method: str, blocksize: int
-) -> ChunksAndContentLength:
-    """Takes the HTTP request method, body, and blocksize and
-    transforms them into an iterable of chunks to pass to
-    socket.sendall() and an optional 'Content-Length' header.
-
-    A 'Content-Length' of 'None' indicates the length of the body
-    can't be determined so should use 'Transfer-Encoding: chunked'
-    for framing instead.
-    """
-
-    chunks: typing.Iterable[bytes] | None
-    content_length: int | None
-
-    # No body, we need to make a recommendation on 'Content-Length'
-    # based on whether that request method is expected to have
-    # a body or not.
-    if body is None:
-        chunks = None
-        if method.upper() not in _METHODS_NOT_EXPECTING_BODY:
-            content_length = 0
-        else:
-            content_length = None
-
-    # Bytes or strings become bytes
-    elif isinstance(body, (str, bytes)):
-        chunks = (to_bytes(body),)
-        content_length = len(chunks[0])
-
-    # File-like object, TODO: use seek() and tell() for length?
-    elif hasattr(body, "read"):
-
-        def chunk_readable() -> typing.Iterable[bytes]:
-            nonlocal body, blocksize
-            encode = isinstance(body, io.TextIOBase)
-            while True:
-                datablock = body.read(blocksize)
-                if not datablock:
-                    break
-                if encode:
-                    datablock = datablock.encode("iso-8859-1")
-                yield datablock
-
-        chunks = chunk_readable()
-        content_length = None
-
-    # Otherwise we need to start checking via duck-typing.
-    else:
-        try:
-            # Check if the body implements the buffer API.
-            mv = memoryview(body)
-        except TypeError:
-            try:
-                # Check if the body is an iterable
-                chunks = iter(body)
-                content_length = None
-            except TypeError:
-                raise TypeError(
-                    f"'body' must be a bytes-like object, file-like "
-                    f"object, or iterable. Instead was {body!r}"
-                ) from None
-        else:
-            # Since it implements the buffer API can be passed directly to socket.sendall()
-            chunks = (body,)
-            content_length = mv.nbytes
-
-    return ChunksAndContentLength(chunks=chunks, content_length=content_length)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/response.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/response.py
deleted file mode 100644
index 0f4578696..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/response.py
+++ /dev/null
@@ -1,101 +0,0 @@
-from __future__ import annotations
-
-import http.client as httplib
-from email.errors import MultipartInvariantViolationDefect, StartBoundaryNotFoundDefect
-
-from ..exceptions import HeaderParsingError
-
-
-def is_fp_closed(obj: object) -> bool:
-    """
-    Checks whether a given file-like object is closed.
-
-    :param obj:
-        The file-like object to check.
-    """
-
-    try:
-        # Check `isclosed()` first, in case Python3 doesn't set `closed`.
-        # GH Issue #928
-        return obj.isclosed()  # type: ignore[no-any-return, attr-defined]
-    except AttributeError:
-        pass
-
-    try:
-        # Check via the official file-like-object way.
-        return obj.closed  # type: ignore[no-any-return, attr-defined]
-    except AttributeError:
-        pass
-
-    try:
-        # Check if the object is a container for another file-like object that
-        # gets released on exhaustion (e.g. HTTPResponse).
-        return obj.fp is None  # type: ignore[attr-defined]
-    except AttributeError:
-        pass
-
-    raise ValueError("Unable to determine whether fp is closed.")
-
-
-def assert_header_parsing(headers: httplib.HTTPMessage) -> None:
-    """
-    Asserts whether all headers have been successfully parsed.
-    Extracts encountered errors from the result of parsing headers.
-
-    Only works on Python 3.
-
-    :param http.client.HTTPMessage headers: Headers to verify.
-
-    :raises urllib3.exceptions.HeaderParsingError:
-        If parsing errors are found.
-    """
-
-    # This will fail silently if we pass in the wrong kind of parameter.
-    # To make debugging easier add an explicit check.
-    if not isinstance(headers, httplib.HTTPMessage):
-        raise TypeError(f"expected httplib.Message, got {type(headers)}.")
-
-    unparsed_data = None
-
-    # get_payload is actually email.message.Message.get_payload;
-    # we're only interested in the result if it's not a multipart message
-    if not headers.is_multipart():
-        payload = headers.get_payload()
-
-        if isinstance(payload, (bytes, str)):
-            unparsed_data = payload
-
-    # httplib is assuming a response body is available
-    # when parsing headers even when httplib only sends
-    # header data to parse_headers() This results in
-    # defects on multipart responses in particular.
-    # See: https://github.com/urllib3/urllib3/issues/800
-
-    # So we ignore the following defects:
-    # - StartBoundaryNotFoundDefect:
-    #     The claimed start boundary was never found.
-    # - MultipartInvariantViolationDefect:
-    #     A message claimed to be a multipart but no subparts were found.
-    defects = [
-        defect
-        for defect in headers.defects
-        if not isinstance(
-            defect, (StartBoundaryNotFoundDefect, MultipartInvariantViolationDefect)
-        )
-    ]
-
-    if defects or unparsed_data:
-        raise HeaderParsingError(defects=defects, unparsed_data=unparsed_data)
-
-
-def is_response_to_head(response: httplib.HTTPResponse) -> bool:
-    """
-    Checks whether the request of a response has been a HEAD-request.
-
-    :param http.client.HTTPResponse response:
-        Response to check if the originating request
-        used 'HEAD' as a method.
-    """
-    # FIXME: Can we do this somehow without accessing private httplib _method?
-    method_str = response._method  # type: str  # type: ignore[attr-defined]
-    return method_str.upper() == "HEAD"
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/retry.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/retry.py
deleted file mode 100644
index 0456cceba..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/retry.py
+++ /dev/null
@@ -1,533 +0,0 @@
-from __future__ import annotations
-
-import email
-import logging
-import random
-import re
-import time
-import typing
-from itertools import takewhile
-from types import TracebackType
-
-from ..exceptions import (
-    ConnectTimeoutError,
-    InvalidHeader,
-    MaxRetryError,
-    ProtocolError,
-    ProxyError,
-    ReadTimeoutError,
-    ResponseError,
-)
-from .util import reraise
-
-if typing.TYPE_CHECKING:
-    from typing_extensions import Self
-
-    from ..connectionpool import ConnectionPool
-    from ..response import BaseHTTPResponse
-
-log = logging.getLogger(__name__)
-
-
-# Data structure for representing the metadata of requests that result in a retry.
-class RequestHistory(typing.NamedTuple):
-    method: str | None
-    url: str | None
-    error: Exception | None
-    status: int | None
-    redirect_location: str | None
-
-
-class Retry:
-    """Retry configuration.
-
-    Each retry attempt will create a new Retry object with updated values, so
-    they can be safely reused.
-
-    Retries can be defined as a default for a pool:
-
-    .. code-block:: python
-
-        retries = Retry(connect=5, read=2, redirect=5)
-        http = PoolManager(retries=retries)
-        response = http.request("GET", "https://example.com/")
-
-    Or per-request (which overrides the default for the pool):
-
-    .. code-block:: python
-
-        response = http.request("GET", "https://example.com/", retries=Retry(10))
-
-    Retries can be disabled by passing ``False``:
-
-    .. code-block:: python
-
-        response = http.request("GET", "https://example.com/", retries=False)
-
-    Errors will be wrapped in :class:`~urllib3.exceptions.MaxRetryError` unless
-    retries are disabled, in which case the causing exception will be raised.
-
-    :param int total:
-        Total number of retries to allow. Takes precedence over other counts.
-
-        Set to ``None`` to remove this constraint and fall back on other
-        counts.
-
-        Set to ``0`` to fail on the first retry.
-
-        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
-
-    :param int connect:
-        How many connection-related errors to retry on.
-
-        These are errors raised before the request is sent to the remote server,
-        which we assume has not triggered the server to process the request.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int read:
-        How many times to retry on read errors.
-
-        These errors are raised after the request was sent to the server, so the
-        request may have side-effects.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int redirect:
-        How many redirects to perform. Limit this to avoid infinite redirect
-        loops.
-
-        A redirect is a HTTP response with a status code 301, 302, 303, 307 or
-        308.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
-
-    :param int status:
-        How many times to retry on bad status codes.
-
-        These are retries made on responses, where status code matches
-        ``status_forcelist``.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int other:
-        How many times to retry on other errors.
-
-        Other errors are errors that are not connect, read, redirect or status errors.
-        These errors might be raised after the request was sent to the server, so the
-        request might have side-effects.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-        If ``total`` is not set, it's a good idea to set this to 0 to account
-        for unexpected edge cases and avoid infinite retry loops.
-
-    :param Collection allowed_methods:
-        Set of uppercased HTTP method verbs that we should retry on.
-
-        By default, we only retry on methods which are considered to be
-        idempotent (multiple requests with the same parameters end with the
-        same state). See :attr:`Retry.DEFAULT_ALLOWED_METHODS`.
-
-        Set to a ``None`` value to retry on any verb.
-
-    :param Collection status_forcelist:
-        A set of integer HTTP status codes that we should force a retry on.
-        A retry is initiated if the request method is in ``allowed_methods``
-        and the response status code is in ``status_forcelist``.
-
-        By default, this is disabled with ``None``.
-
-    :param float backoff_factor:
-        A backoff factor to apply between attempts after the second try
-        (most errors are resolved immediately by a second try without a
-        delay). urllib3 will sleep for::
-
-            {backoff factor} * (2 ** ({number of previous retries}))
-
-        seconds. If `backoff_jitter` is non-zero, this sleep is extended by::
-
-            random.uniform(0, {backoff jitter})
-
-        seconds. For example, if the backoff_factor is 0.1, then :func:`Retry.sleep` will
-        sleep for [0.0s, 0.2s, 0.4s, 0.8s, ...] between retries. No backoff will ever
-        be longer than `backoff_max`.
-
-        By default, backoff is disabled (factor set to 0).
-
-    :param bool raise_on_redirect: Whether, if the number of redirects is
-        exhausted, to raise a MaxRetryError, or to return a response with a
-        response code in the 3xx range.
-
-    :param bool raise_on_status: Similar meaning to ``raise_on_redirect``:
-        whether we should raise an exception, or return a response,
-        if status falls in ``status_forcelist`` range and retries have
-        been exhausted.
-
-    :param tuple history: The history of the request encountered during
-        each call to :meth:`~Retry.increment`. The list is in the order
-        the requests occurred. Each list item is of class :class:`RequestHistory`.
-
-    :param bool respect_retry_after_header:
-        Whether to respect Retry-After header on status codes defined as
-        :attr:`Retry.RETRY_AFTER_STATUS_CODES` or not.
-
-    :param Collection remove_headers_on_redirect:
-        Sequence of headers to remove from the request when a response
-        indicating a redirect is returned before firing off the redirected
-        request.
-    """
-
-    #: Default methods to be used for ``allowed_methods``
-    DEFAULT_ALLOWED_METHODS = frozenset(
-        ["HEAD", "GET", "PUT", "DELETE", "OPTIONS", "TRACE"]
-    )
-
-    #: Default status codes to be used for ``status_forcelist``
-    RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503])
-
-    #: Default headers to be used for ``remove_headers_on_redirect``
-    DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset(
-        ["Cookie", "Authorization", "Proxy-Authorization"]
-    )
-
-    #: Default maximum backoff time.
-    DEFAULT_BACKOFF_MAX = 120
-
-    # Backward compatibility; assigned outside of the class.
-    DEFAULT: typing.ClassVar[Retry]
-
-    def __init__(
-        self,
-        total: bool | int | None = 10,
-        connect: int | None = None,
-        read: int | None = None,
-        redirect: bool | int | None = None,
-        status: int | None = None,
-        other: int | None = None,
-        allowed_methods: typing.Collection[str] | None = DEFAULT_ALLOWED_METHODS,
-        status_forcelist: typing.Collection[int] | None = None,
-        backoff_factor: float = 0,
-        backoff_max: float = DEFAULT_BACKOFF_MAX,
-        raise_on_redirect: bool = True,
-        raise_on_status: bool = True,
-        history: tuple[RequestHistory, ...] | None = None,
-        respect_retry_after_header: bool = True,
-        remove_headers_on_redirect: typing.Collection[
-            str
-        ] = DEFAULT_REMOVE_HEADERS_ON_REDIRECT,
-        backoff_jitter: float = 0.0,
-    ) -> None:
-        self.total = total
-        self.connect = connect
-        self.read = read
-        self.status = status
-        self.other = other
-
-        if redirect is False or total is False:
-            redirect = 0
-            raise_on_redirect = False
-
-        self.redirect = redirect
-        self.status_forcelist = status_forcelist or set()
-        self.allowed_methods = allowed_methods
-        self.backoff_factor = backoff_factor
-        self.backoff_max = backoff_max
-        self.raise_on_redirect = raise_on_redirect
-        self.raise_on_status = raise_on_status
-        self.history = history or ()
-        self.respect_retry_after_header = respect_retry_after_header
-        self.remove_headers_on_redirect = frozenset(
-            h.lower() for h in remove_headers_on_redirect
-        )
-        self.backoff_jitter = backoff_jitter
-
-    def new(self, **kw: typing.Any) -> Self:
-        params = dict(
-            total=self.total,
-            connect=self.connect,
-            read=self.read,
-            redirect=self.redirect,
-            status=self.status,
-            other=self.other,
-            allowed_methods=self.allowed_methods,
-            status_forcelist=self.status_forcelist,
-            backoff_factor=self.backoff_factor,
-            backoff_max=self.backoff_max,
-            raise_on_redirect=self.raise_on_redirect,
-            raise_on_status=self.raise_on_status,
-            history=self.history,
-            remove_headers_on_redirect=self.remove_headers_on_redirect,
-            respect_retry_after_header=self.respect_retry_after_header,
-            backoff_jitter=self.backoff_jitter,
-        )
-
-        params.update(kw)
-        return type(self)(**params)  # type: ignore[arg-type]
-
-    @classmethod
-    def from_int(
-        cls,
-        retries: Retry | bool | int | None,
-        redirect: bool | int | None = True,
-        default: Retry | bool | int | None = None,
-    ) -> Retry:
-        """Backwards-compatibility for the old retries format."""
-        if retries is None:
-            retries = default if default is not None else cls.DEFAULT
-
-        if isinstance(retries, Retry):
-            return retries
-
-        redirect = bool(redirect) and None
-        new_retries = cls(retries, redirect=redirect)
-        log.debug("Converted retries value: %r -> %r", retries, new_retries)
-        return new_retries
-
-    def get_backoff_time(self) -> float:
-        """Formula for computing the current backoff
-
-        :rtype: float
-        """
-        # We want to consider only the last consecutive errors sequence (Ignore redirects).
-        consecutive_errors_len = len(
-            list(
-                takewhile(lambda x: x.redirect_location is None, reversed(self.history))
-            )
-        )
-        if consecutive_errors_len <= 1:
-            return 0
-
-        backoff_value = self.backoff_factor * (2 ** (consecutive_errors_len - 1))
-        if self.backoff_jitter != 0.0:
-            backoff_value += random.random() * self.backoff_jitter
-        return float(max(0, min(self.backoff_max, backoff_value)))
-
-    def parse_retry_after(self, retry_after: str) -> float:
-        seconds: float
-        # Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4
-        if re.match(r"^\s*[0-9]+\s*$", retry_after):
-            seconds = int(retry_after)
-        else:
-            retry_date_tuple = email.utils.parsedate_tz(retry_after)
-            if retry_date_tuple is None:
-                raise InvalidHeader(f"Invalid Retry-After header: {retry_after}")
-
-            retry_date = email.utils.mktime_tz(retry_date_tuple)
-            seconds = retry_date - time.time()
-
-        seconds = max(seconds, 0)
-
-        return seconds
-
-    def get_retry_after(self, response: BaseHTTPResponse) -> float | None:
-        """Get the value of Retry-After in seconds."""
-
-        retry_after = response.headers.get("Retry-After")
-
-        if retry_after is None:
-            return None
-
-        return self.parse_retry_after(retry_after)
-
-    def sleep_for_retry(self, response: BaseHTTPResponse) -> bool:
-        retry_after = self.get_retry_after(response)
-        if retry_after:
-            time.sleep(retry_after)
-            return True
-
-        return False
-
-    def _sleep_backoff(self) -> None:
-        backoff = self.get_backoff_time()
-        if backoff <= 0:
-            return
-        time.sleep(backoff)
-
-    def sleep(self, response: BaseHTTPResponse | None = None) -> None:
-        """Sleep between retry attempts.
-
-        This method will respect a server's ``Retry-After`` response header
-        and sleep the duration of the time requested. If that is not present, it
-        will use an exponential backoff. By default, the backoff factor is 0 and
-        this method will return immediately.
-        """
-
-        if self.respect_retry_after_header and response:
-            slept = self.sleep_for_retry(response)
-            if slept:
-                return
-
-        self._sleep_backoff()
-
-    def _is_connection_error(self, err: Exception) -> bool:
-        """Errors when we're fairly sure that the server did not receive the
-        request, so it should be safe to retry.
-        """
-        if isinstance(err, ProxyError):
-            err = err.original_error
-        return isinstance(err, ConnectTimeoutError)
-
-    def _is_read_error(self, err: Exception) -> bool:
-        """Errors that occur after the request has been started, so we should
-        assume that the server began processing it.
-        """
-        return isinstance(err, (ReadTimeoutError, ProtocolError))
-
-    def _is_method_retryable(self, method: str) -> bool:
-        """Checks if a given HTTP method should be retried upon, depending if
-        it is included in the allowed_methods
-        """
-        if self.allowed_methods and method.upper() not in self.allowed_methods:
-            return False
-        return True
-
-    def is_retry(
-        self, method: str, status_code: int, has_retry_after: bool = False
-    ) -> bool:
-        """Is this method/status code retryable? (Based on allowlists and control
-        variables such as the number of total retries to allow, whether to
-        respect the Retry-After header, whether this header is present, and
-        whether the returned status code is on the list of status codes to
-        be retried upon on the presence of the aforementioned header)
-        """
-        if not self._is_method_retryable(method):
-            return False
-
-        if self.status_forcelist and status_code in self.status_forcelist:
-            return True
-
-        return bool(
-            self.total
-            and self.respect_retry_after_header
-            and has_retry_after
-            and (status_code in self.RETRY_AFTER_STATUS_CODES)
-        )
-
-    def is_exhausted(self) -> bool:
-        """Are we out of retries?"""
-        retry_counts = [
-            x
-            for x in (
-                self.total,
-                self.connect,
-                self.read,
-                self.redirect,
-                self.status,
-                self.other,
-            )
-            if x
-        ]
-        if not retry_counts:
-            return False
-
-        return min(retry_counts) < 0
-
-    def increment(
-        self,
-        method: str | None = None,
-        url: str | None = None,
-        response: BaseHTTPResponse | None = None,
-        error: Exception | None = None,
-        _pool: ConnectionPool | None = None,
-        _stacktrace: TracebackType | None = None,
-    ) -> Self:
-        """Return a new Retry object with incremented retry counters.
-
-        :param response: A response object, or None, if the server did not
-            return a response.
-        :type response: :class:`~urllib3.response.BaseHTTPResponse`
-        :param Exception error: An error encountered during the request, or
-            None if the response was received successfully.
-
-        :return: A new ``Retry`` object.
-        """
-        if self.total is False and error:
-            # Disabled, indicate to re-raise the error.
-            raise reraise(type(error), error, _stacktrace)
-
-        total = self.total
-        if total is not None:
-            total -= 1
-
-        connect = self.connect
-        read = self.read
-        redirect = self.redirect
-        status_count = self.status
-        other = self.other
-        cause = "unknown"
-        status = None
-        redirect_location = None
-
-        if error and self._is_connection_error(error):
-            # Connect retry?
-            if connect is False:
-                raise reraise(type(error), error, _stacktrace)
-            elif connect is not None:
-                connect -= 1
-
-        elif error and self._is_read_error(error):
-            # Read retry?
-            if read is False or method is None or not self._is_method_retryable(method):
-                raise reraise(type(error), error, _stacktrace)
-            elif read is not None:
-                read -= 1
-
-        elif error:
-            # Other retry?
-            if other is not None:
-                other -= 1
-
-        elif response and response.get_redirect_location():
-            # Redirect retry?
-            if redirect is not None:
-                redirect -= 1
-            cause = "too many redirects"
-            response_redirect_location = response.get_redirect_location()
-            if response_redirect_location:
-                redirect_location = response_redirect_location
-            status = response.status
-
-        else:
-            # Incrementing because of a server error like a 500 in
-            # status_forcelist and the given method is in the allowed_methods
-            cause = ResponseError.GENERIC_ERROR
-            if response and response.status:
-                if status_count is not None:
-                    status_count -= 1
-                cause = ResponseError.SPECIFIC_ERROR.format(status_code=response.status)
-                status = response.status
-
-        history = self.history + (
-            RequestHistory(method, url, error, status, redirect_location),
-        )
-
-        new_retry = self.new(
-            total=total,
-            connect=connect,
-            read=read,
-            redirect=redirect,
-            status=status_count,
-            other=other,
-            history=history,
-        )
-
-        if new_retry.is_exhausted():
-            reason = error or ResponseError(cause)
-            raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
-
-        log.debug("Incremented Retry for (url='%s'): %r", url, new_retry)
-
-        return new_retry
-
-    def __repr__(self) -> str:
-        return (
-            f"{type(self).__name__}(total={self.total}, connect={self.connect}, "
-            f"read={self.read}, redirect={self.redirect}, status={self.status})"
-        )
-
-
-# For backwards compatibility (equivalent to pre-v1.9):
-Retry.DEFAULT = Retry(3)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_.py
deleted file mode 100644
index c46dd83e5..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_.py
+++ /dev/null
@@ -1,509 +0,0 @@
-from __future__ import annotations
-
-import hmac
-import os
-import socket
-import sys
-import typing
-import warnings
-from binascii import unhexlify
-from hashlib import md5, sha1, sha256
-
-from ..exceptions import ProxySchemeUnsupported, SSLError
-from .url import _BRACELESS_IPV6_ADDRZ_RE, _IPV4_RE
-
-SSLContext = None
-SSLTransport = None
-HAS_NEVER_CHECK_COMMON_NAME = False
-IS_PYOPENSSL = False
-ALPN_PROTOCOLS = ["http/1.1"]
-
-_TYPE_VERSION_INFO = typing.Tuple[int, int, int, str, int]
-
-# Maps the length of a digest to a possible hash function producing this digest
-HASHFUNC_MAP = {32: md5, 40: sha1, 64: sha256}
-
-
-def _is_bpo_43522_fixed(
-    implementation_name: str,
-    version_info: _TYPE_VERSION_INFO,
-    pypy_version_info: _TYPE_VERSION_INFO | None,
-) -> bool:
-    """Return True for CPython 3.8.9+, 3.9.3+ or 3.10+ and PyPy 7.3.8+ where
-    setting SSLContext.hostname_checks_common_name to False works.
-
-    Outside of CPython and PyPy we don't know which implementations work
-    or not so we conservatively use our hostname matching as we know that works
-    on all implementations.
-
-    https://github.com/urllib3/urllib3/issues/2192#issuecomment-821832963
-    https://foss.heptapod.net/pypy/pypy/-/issues/3539
-    """
-    if implementation_name == "pypy":
-        # https://foss.heptapod.net/pypy/pypy/-/issues/3129
-        return pypy_version_info >= (7, 3, 8)  # type: ignore[operator]
-    elif implementation_name == "cpython":
-        major_minor = version_info[:2]
-        micro = version_info[2]
-        return (
-            (major_minor == (3, 8) and micro >= 9)
-            or (major_minor == (3, 9) and micro >= 3)
-            or major_minor >= (3, 10)
-        )
-    else:  # Defensive:
-        return False
-
-
-def _is_has_never_check_common_name_reliable(
-    openssl_version: str,
-    openssl_version_number: int,
-    implementation_name: str,
-    version_info: _TYPE_VERSION_INFO,
-    pypy_version_info: _TYPE_VERSION_INFO | None,
-) -> bool:
-    # As of May 2023, all released versions of LibreSSL fail to reject certificates with
-    # only common names, see https://github.com/urllib3/urllib3/pull/3024
-    is_openssl = openssl_version.startswith("OpenSSL ")
-    # Before fixing OpenSSL issue #14579, the SSL_new() API was not copying hostflags
-    # like X509_CHECK_FLAG_NEVER_CHECK_SUBJECT, which tripped up CPython.
-    # https://github.com/openssl/openssl/issues/14579
-    # This was released in OpenSSL 1.1.1l+ (>=0x101010cf)
-    is_openssl_issue_14579_fixed = openssl_version_number >= 0x101010CF
-
-    return is_openssl and (
-        is_openssl_issue_14579_fixed
-        or _is_bpo_43522_fixed(implementation_name, version_info, pypy_version_info)
-    )
-
-
-if typing.TYPE_CHECKING:
-    from ssl import VerifyMode
-    from typing import TypedDict
-
-    from .ssltransport import SSLTransport as SSLTransportType
-
-    class _TYPE_PEER_CERT_RET_DICT(TypedDict, total=False):
-        subjectAltName: tuple[tuple[str, str], ...]
-        subject: tuple[tuple[tuple[str, str], ...], ...]
-        serialNumber: str
-
-
-# Mapping from 'ssl.PROTOCOL_TLSX' to 'TLSVersion.X'
-_SSL_VERSION_TO_TLS_VERSION: dict[int, int] = {}
-
-try:  # Do we have ssl at all?
-    import ssl
-    from ssl import (  # type: ignore[assignment]
-        CERT_REQUIRED,
-        HAS_NEVER_CHECK_COMMON_NAME,
-        OP_NO_COMPRESSION,
-        OP_NO_TICKET,
-        OPENSSL_VERSION,
-        OPENSSL_VERSION_NUMBER,
-        PROTOCOL_TLS,
-        PROTOCOL_TLS_CLIENT,
-        OP_NO_SSLv2,
-        OP_NO_SSLv3,
-        SSLContext,
-        TLSVersion,
-    )
-
-    PROTOCOL_SSLv23 = PROTOCOL_TLS
-
-    # Setting SSLContext.hostname_checks_common_name = False didn't work before CPython
-    # 3.8.9, 3.9.3, and 3.10 (but OK on PyPy) or OpenSSL 1.1.1l+
-    if HAS_NEVER_CHECK_COMMON_NAME and not _is_has_never_check_common_name_reliable(
-        OPENSSL_VERSION,
-        OPENSSL_VERSION_NUMBER,
-        sys.implementation.name,
-        sys.version_info,
-        sys.pypy_version_info if sys.implementation.name == "pypy" else None,  # type: ignore[attr-defined]
-    ):
-        HAS_NEVER_CHECK_COMMON_NAME = False
-
-    # Need to be careful here in case old TLS versions get
-    # removed in future 'ssl' module implementations.
-    for attr in ("TLSv1", "TLSv1_1", "TLSv1_2"):
-        try:
-            _SSL_VERSION_TO_TLS_VERSION[getattr(ssl, f"PROTOCOL_{attr}")] = getattr(
-                TLSVersion, attr
-            )
-        except AttributeError:  # Defensive:
-            continue
-
-    from .ssltransport import SSLTransport  # type: ignore[assignment]
-except ImportError:
-    OP_NO_COMPRESSION = 0x20000  # type: ignore[assignment]
-    OP_NO_TICKET = 0x4000  # type: ignore[assignment]
-    OP_NO_SSLv2 = 0x1000000  # type: ignore[assignment]
-    OP_NO_SSLv3 = 0x2000000  # type: ignore[assignment]
-    PROTOCOL_SSLv23 = PROTOCOL_TLS = 2  # type: ignore[assignment]
-    PROTOCOL_TLS_CLIENT = 16  # type: ignore[assignment]
-
-
-_TYPE_PEER_CERT_RET = typing.Union["_TYPE_PEER_CERT_RET_DICT", bytes, None]
-
-
-def assert_fingerprint(cert: bytes | None, fingerprint: str) -> None:
-    """
-    Checks if given fingerprint matches the supplied certificate.
-
-    :param cert:
-        Certificate as bytes object.
-    :param fingerprint:
-        Fingerprint as string of hexdigits, can be interspersed by colons.
-    """
-
-    if cert is None:
-        raise SSLError("No certificate for the peer.")
-
-    fingerprint = fingerprint.replace(":", "").lower()
-    digest_length = len(fingerprint)
-    hashfunc = HASHFUNC_MAP.get(digest_length)
-    if not hashfunc:
-        raise SSLError(f"Fingerprint of invalid length: {fingerprint}")
-
-    # We need encode() here for py32; works on py2 and p33.
-    fingerprint_bytes = unhexlify(fingerprint.encode())
-
-    cert_digest = hashfunc(cert).digest()
-
-    if not hmac.compare_digest(cert_digest, fingerprint_bytes):
-        raise SSLError(
-            f'Fingerprints did not match. Expected "{fingerprint}", got "{cert_digest.hex()}"'
-        )
-
-
-def resolve_cert_reqs(candidate: None | int | str) -> VerifyMode:
-    """
-    Resolves the argument to a numeric constant, which can be passed to
-    the wrap_socket function/method from the ssl module.
-    Defaults to :data:`ssl.CERT_REQUIRED`.
-    If given a string it is assumed to be the name of the constant in the
-    :mod:`ssl` module or its abbreviation.
-    (So you can specify `REQUIRED` instead of `CERT_REQUIRED`.
-    If it's neither `None` nor a string we assume it is already the numeric
-    constant which can directly be passed to wrap_socket.
-    """
-    if candidate is None:
-        return CERT_REQUIRED
-
-    if isinstance(candidate, str):
-        res = getattr(ssl, candidate, None)
-        if res is None:
-            res = getattr(ssl, "CERT_" + candidate)
-        return res  # type: ignore[no-any-return]
-
-    return candidate  # type: ignore[return-value]
-
-
-def resolve_ssl_version(candidate: None | int | str) -> int:
-    """
-    like resolve_cert_reqs
-    """
-    if candidate is None:
-        return PROTOCOL_TLS
-
-    if isinstance(candidate, str):
-        res = getattr(ssl, candidate, None)
-        if res is None:
-            res = getattr(ssl, "PROTOCOL_" + candidate)
-        return typing.cast(int, res)
-
-    return candidate
-
-
-def create_urllib3_context(
-    ssl_version: int | None = None,
-    cert_reqs: int | None = None,
-    options: int | None = None,
-    ciphers: str | None = None,
-    ssl_minimum_version: int | None = None,
-    ssl_maximum_version: int | None = None,
-) -> ssl.SSLContext:
-    """Creates and configures an :class:`ssl.SSLContext` instance for use with urllib3.
-
-    :param ssl_version:
-        The desired protocol version to use. This will default to
-        PROTOCOL_SSLv23 which will negotiate the highest protocol that both
-        the server and your installation of OpenSSL support.
-
-        This parameter is deprecated instead use 'ssl_minimum_version'.
-    :param ssl_minimum_version:
-        The minimum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
-    :param ssl_maximum_version:
-        The maximum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
-        Not recommended to set to anything other than 'ssl.TLSVersion.MAXIMUM_SUPPORTED' which is the
-        default value.
-    :param cert_reqs:
-        Whether to require the certificate verification. This defaults to
-        ``ssl.CERT_REQUIRED``.
-    :param options:
-        Specific OpenSSL options. These default to ``ssl.OP_NO_SSLv2``,
-        ``ssl.OP_NO_SSLv3``, ``ssl.OP_NO_COMPRESSION``, and ``ssl.OP_NO_TICKET``.
-    :param ciphers:
-        Which cipher suites to allow the server to select. Defaults to either system configured
-        ciphers if OpenSSL 1.1.1+, otherwise uses a secure default set of ciphers.
-    :returns:
-        Constructed SSLContext object with specified options
-    :rtype: SSLContext
-    """
-    if SSLContext is None:
-        raise TypeError("Can't create an SSLContext object without an ssl module")
-
-    # This means 'ssl_version' was specified as an exact value.
-    if ssl_version not in (None, PROTOCOL_TLS, PROTOCOL_TLS_CLIENT):
-        # Disallow setting 'ssl_version' and 'ssl_minimum|maximum_version'
-        # to avoid conflicts.
-        if ssl_minimum_version is not None or ssl_maximum_version is not None:
-            raise ValueError(
-                "Can't specify both 'ssl_version' and either "
-                "'ssl_minimum_version' or 'ssl_maximum_version'"
-            )
-
-        # 'ssl_version' is deprecated and will be removed in the future.
-        else:
-            # Use 'ssl_minimum_version' and 'ssl_maximum_version' instead.
-            ssl_minimum_version = _SSL_VERSION_TO_TLS_VERSION.get(
-                ssl_version, TLSVersion.MINIMUM_SUPPORTED
-            )
-            ssl_maximum_version = _SSL_VERSION_TO_TLS_VERSION.get(
-                ssl_version, TLSVersion.MAXIMUM_SUPPORTED
-            )
-
-            # This warning message is pushing users to use 'ssl_minimum_version'
-            # instead of both min/max. Best practice is to only set the minimum version and
-            # keep the maximum version to be it's default value: 'TLSVersion.MAXIMUM_SUPPORTED'
-            warnings.warn(
-                "'ssl_version' option is deprecated and will be "
-                "removed in urllib3 v2.1.0. Instead use 'ssl_minimum_version'",
-                category=DeprecationWarning,
-                stacklevel=2,
-            )
-
-    # PROTOCOL_TLS is deprecated in Python 3.10 so we always use PROTOCOL_TLS_CLIENT
-    context = SSLContext(PROTOCOL_TLS_CLIENT)
-
-    if ssl_minimum_version is not None:
-        context.minimum_version = ssl_minimum_version
-    else:  # Python <3.10 defaults to 'MINIMUM_SUPPORTED' so explicitly set TLSv1.2 here
-        context.minimum_version = TLSVersion.TLSv1_2
-
-    if ssl_maximum_version is not None:
-        context.maximum_version = ssl_maximum_version
-
-    # Unless we're given ciphers defer to either system ciphers in
-    # the case of OpenSSL 1.1.1+ or use our own secure default ciphers.
-    if ciphers:
-        context.set_ciphers(ciphers)
-
-    # Setting the default here, as we may have no ssl module on import
-    cert_reqs = ssl.CERT_REQUIRED if cert_reqs is None else cert_reqs
-
-    if options is None:
-        options = 0
-        # SSLv2 is easily broken and is considered harmful and dangerous
-        options |= OP_NO_SSLv2
-        # SSLv3 has several problems and is now dangerous
-        options |= OP_NO_SSLv3
-        # Disable compression to prevent CRIME attacks for OpenSSL 1.0+
-        # (issue #309)
-        options |= OP_NO_COMPRESSION
-        # TLSv1.2 only. Unless set explicitly, do not request tickets.
-        # This may save some bandwidth on wire, and although the ticket is encrypted,
-        # there is a risk associated with it being on wire,
-        # if the server is not rotating its ticketing keys properly.
-        options |= OP_NO_TICKET
-
-    context.options |= options
-
-    # Enable post-handshake authentication for TLS 1.3, see GH #1634. PHA is
-    # necessary for conditional client cert authentication with TLS 1.3.
-    # The attribute is None for OpenSSL <= 1.1.0 or does not exist when using
-    # an SSLContext created by pyOpenSSL.
-    if getattr(context, "post_handshake_auth", None) is not None:
-        context.post_handshake_auth = True
-
-    # The order of the below lines setting verify_mode and check_hostname
-    # matter due to safe-guards SSLContext has to prevent an SSLContext with
-    # check_hostname=True, verify_mode=NONE/OPTIONAL.
-    # We always set 'check_hostname=False' for pyOpenSSL so we rely on our own
-    # 'ssl.match_hostname()' implementation.
-    if cert_reqs == ssl.CERT_REQUIRED and not IS_PYOPENSSL:
-        context.verify_mode = cert_reqs
-        context.check_hostname = True
-    else:
-        context.check_hostname = False
-        context.verify_mode = cert_reqs
-
-    try:
-        context.hostname_checks_common_name = False
-    except AttributeError:  # Defensive: for CPython < 3.8.9 and 3.9.3; for PyPy < 7.3.8
-        pass
-
-    # Enable logging of TLS session keys via defacto standard environment variable
-    # 'SSLKEYLOGFILE', if the feature is available (Python 3.8+). Skip empty values.
-    if hasattr(context, "keylog_filename"):
-        sslkeylogfile = os.environ.get("SSLKEYLOGFILE")
-        if sslkeylogfile:
-            context.keylog_filename = sslkeylogfile
-
-    return context
-
-
-@typing.overload
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = ...,
-    certfile: str | None = ...,
-    cert_reqs: int | None = ...,
-    ca_certs: str | None = ...,
-    server_hostname: str | None = ...,
-    ssl_version: int | None = ...,
-    ciphers: str | None = ...,
-    ssl_context: ssl.SSLContext | None = ...,
-    ca_cert_dir: str | None = ...,
-    key_password: str | None = ...,
-    ca_cert_data: None | str | bytes = ...,
-    tls_in_tls: typing.Literal[False] = ...,
-) -> ssl.SSLSocket:
-    ...
-
-
-@typing.overload
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = ...,
-    certfile: str | None = ...,
-    cert_reqs: int | None = ...,
-    ca_certs: str | None = ...,
-    server_hostname: str | None = ...,
-    ssl_version: int | None = ...,
-    ciphers: str | None = ...,
-    ssl_context: ssl.SSLContext | None = ...,
-    ca_cert_dir: str | None = ...,
-    key_password: str | None = ...,
-    ca_cert_data: None | str | bytes = ...,
-    tls_in_tls: bool = ...,
-) -> ssl.SSLSocket | SSLTransportType:
-    ...
-
-
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = None,
-    certfile: str | None = None,
-    cert_reqs: int | None = None,
-    ca_certs: str | None = None,
-    server_hostname: str | None = None,
-    ssl_version: int | None = None,
-    ciphers: str | None = None,
-    ssl_context: ssl.SSLContext | None = None,
-    ca_cert_dir: str | None = None,
-    key_password: str | None = None,
-    ca_cert_data: None | str | bytes = None,
-    tls_in_tls: bool = False,
-) -> ssl.SSLSocket | SSLTransportType:
-    """
-    All arguments except for server_hostname, ssl_context, tls_in_tls, ca_cert_data and
-    ca_cert_dir have the same meaning as they do when using
-    :func:`ssl.create_default_context`, :meth:`ssl.SSLContext.load_cert_chain`,
-    :meth:`ssl.SSLContext.set_ciphers` and :meth:`ssl.SSLContext.wrap_socket`.
-
-    :param server_hostname:
-        When SNI is supported, the expected hostname of the certificate
-    :param ssl_context:
-        A pre-made :class:`SSLContext` object. If none is provided, one will
-        be created using :func:`create_urllib3_context`.
-    :param ciphers:
-        A string of ciphers we wish the client to support.
-    :param ca_cert_dir:
-        A directory containing CA certificates in multiple separate files, as
-        supported by OpenSSL's -CApath flag or the capath argument to
-        SSLContext.load_verify_locations().
-    :param key_password:
-        Optional password if the keyfile is encrypted.
-    :param ca_cert_data:
-        Optional string containing CA certificates in PEM format suitable for
-        passing as the cadata parameter to SSLContext.load_verify_locations()
-    :param tls_in_tls:
-        Use SSLTransport to wrap the existing socket.
-    """
-    context = ssl_context
-    if context is None:
-        # Note: This branch of code and all the variables in it are only used in tests.
-        # We should consider deprecating and removing this code.
-        context = create_urllib3_context(ssl_version, cert_reqs, ciphers=ciphers)
-
-    if ca_certs or ca_cert_dir or ca_cert_data:
-        try:
-            context.load_verify_locations(ca_certs, ca_cert_dir, ca_cert_data)
-        except OSError as e:
-            raise SSLError(e) from e
-
-    elif ssl_context is None and hasattr(context, "load_default_certs"):
-        # try to load OS default certs; works well on Windows.
-        context.load_default_certs()
-
-    # Attempt to detect if we get the goofy behavior of the
-    # keyfile being encrypted and OpenSSL asking for the
-    # passphrase via the terminal and instead error out.
-    if keyfile and key_password is None and _is_key_file_encrypted(keyfile):
-        raise SSLError("Client private key is encrypted, password is required")
-
-    if certfile:
-        if key_password is None:
-            context.load_cert_chain(certfile, keyfile)
-        else:
-            context.load_cert_chain(certfile, keyfile, key_password)
-
-    try:
-        context.set_alpn_protocols(ALPN_PROTOCOLS)
-    except NotImplementedError:  # Defensive: in CI, we always have set_alpn_protocols
-        pass
-
-    ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)
-    return ssl_sock
-
-
-def is_ipaddress(hostname: str | bytes) -> bool:
-    """Detects whether the hostname given is an IPv4 or IPv6 address.
-    Also detects IPv6 addresses with Zone IDs.
-
-    :param str hostname: Hostname to examine.
-    :return: True if the hostname is an IP address, False otherwise.
-    """
-    if isinstance(hostname, bytes):
-        # IDN A-label bytes are ASCII compatible.
-        hostname = hostname.decode("ascii")
-    return bool(_IPV4_RE.match(hostname) or _BRACELESS_IPV6_ADDRZ_RE.match(hostname))
-
-
-def _is_key_file_encrypted(key_file: str) -> bool:
-    """Detects if a key file is encrypted or not."""
-    with open(key_file) as f:
-        for line in f:
-            # Look for Proc-Type: 4,ENCRYPTED
-            if "ENCRYPTED" in line:
-                return True
-
-    return False
-
-
-def _ssl_wrap_socket_impl(
-    sock: socket.socket,
-    ssl_context: ssl.SSLContext,
-    tls_in_tls: bool,
-    server_hostname: str | None = None,
-) -> ssl.SSLSocket | SSLTransportType:
-    if tls_in_tls:
-        if not SSLTransport:
-            # Import error, ssl is not available.
-            raise ProxySchemeUnsupported(
-                "TLS in TLS requires support for the 'ssl' module"
-            )
-
-        SSLTransport._validate_ssl_context_for_tls_in_tls(ssl_context)
-        return SSLTransport(sock, ssl_context, server_hostname)
-
-    return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_match_hostname.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_match_hostname.py
deleted file mode 100644
index 453cfd420..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssl_match_hostname.py
+++ /dev/null
@@ -1,159 +0,0 @@
-"""The match_hostname() function from Python 3.5, essential when using SSL."""
-
-# Note: This file is under the PSF license as the code comes from the python
-# stdlib.   http://docs.python.org/3/license.html
-# It is modified to remove commonName support.
-
-from __future__ import annotations
-
-import ipaddress
-import re
-import typing
-from ipaddress import IPv4Address, IPv6Address
-
-if typing.TYPE_CHECKING:
-    from .ssl_ import _TYPE_PEER_CERT_RET_DICT
-
-__version__ = "3.5.0.1"
-
-
-class CertificateError(ValueError):
-    pass
-
-
-def _dnsname_match(
-    dn: typing.Any, hostname: str, max_wildcards: int = 1
-) -> typing.Match[str] | None | bool:
-    """Matching according to RFC 6125, section 6.4.3
-
-    http://tools.ietf.org/html/rfc6125#section-6.4.3
-    """
-    pats = []
-    if not dn:
-        return False
-
-    # Ported from python3-syntax:
-    # leftmost, *remainder = dn.split(r'.')
-    parts = dn.split(r".")
-    leftmost = parts[0]
-    remainder = parts[1:]
-
-    wildcards = leftmost.count("*")
-    if wildcards > max_wildcards:
-        # Issue #17980: avoid denials of service by refusing more
-        # than one wildcard per fragment.  A survey of established
-        # policy among SSL implementations showed it to be a
-        # reasonable choice.
-        raise CertificateError(
-            "too many wildcards in certificate DNS name: " + repr(dn)
-        )
-
-    # speed up common case w/o wildcards
-    if not wildcards:
-        return bool(dn.lower() == hostname.lower())
-
-    # RFC 6125, section 6.4.3, subitem 1.
-    # The client SHOULD NOT attempt to match a presented identifier in which
-    # the wildcard character comprises a label other than the left-most label.
-    if leftmost == "*":
-        # When '*' is a fragment by itself, it matches a non-empty dotless
-        # fragment.
-        pats.append("[^.]+")
-    elif leftmost.startswith("xn--") or hostname.startswith("xn--"):
-        # RFC 6125, section 6.4.3, subitem 3.
-        # The client SHOULD NOT attempt to match a presented identifier
-        # where the wildcard character is embedded within an A-label or
-        # U-label of an internationalized domain name.
-        pats.append(re.escape(leftmost))
-    else:
-        # Otherwise, '*' matches any dotless string, e.g. www*
-        pats.append(re.escape(leftmost).replace(r"\*", "[^.]*"))
-
-    # add the remaining fragments, ignore any wildcards
-    for frag in remainder:
-        pats.append(re.escape(frag))
-
-    pat = re.compile(r"\A" + r"\.".join(pats) + r"\Z", re.IGNORECASE)
-    return pat.match(hostname)
-
-
-def _ipaddress_match(ipname: str, host_ip: IPv4Address | IPv6Address) -> bool:
-    """Exact matching of IP addresses.
-
-    RFC 9110 section 4.3.5: "A reference identity of IP-ID contains the decoded
-    bytes of the IP address. An IP version 4 address is 4 octets, and an IP
-    version 6 address is 16 octets. [...] A reference identity of type IP-ID
-    matches if the address is identical to an iPAddress value of the
-    subjectAltName extension of the certificate."
-    """
-    # OpenSSL may add a trailing newline to a subjectAltName's IP address
-    # Divergence from upstream: ipaddress can't handle byte str
-    ip = ipaddress.ip_address(ipname.rstrip())
-    return bool(ip.packed == host_ip.packed)
-
-
-def match_hostname(
-    cert: _TYPE_PEER_CERT_RET_DICT | None,
-    hostname: str,
-    hostname_checks_common_name: bool = False,
-) -> None:
-    """Verify that *cert* (in decoded format as returned by
-    SSLSocket.getpeercert()) matches the *hostname*.  RFC 2818 and RFC 6125
-    rules are followed, but IP addresses are not accepted for *hostname*.
-
-    CertificateError is raised on failure. On success, the function
-    returns nothing.
-    """
-    if not cert:
-        raise ValueError(
-            "empty or no certificate, match_hostname needs a "
-            "SSL socket or SSL context with either "
-            "CERT_OPTIONAL or CERT_REQUIRED"
-        )
-    try:
-        # Divergence from upstream: ipaddress can't handle byte str
-        #
-        # The ipaddress module shipped with Python < 3.9 does not support
-        # scoped IPv6 addresses so we unconditionally strip the Zone IDs for
-        # now. Once we drop support for Python 3.9 we can remove this branch.
-        if "%" in hostname:
-            host_ip = ipaddress.ip_address(hostname[: hostname.rfind("%")])
-        else:
-            host_ip = ipaddress.ip_address(hostname)
-
-    except ValueError:
-        # Not an IP address (common case)
-        host_ip = None
-    dnsnames = []
-    san: tuple[tuple[str, str], ...] = cert.get("subjectAltName", ())
-    key: str
-    value: str
-    for key, value in san:
-        if key == "DNS":
-            if host_ip is None and _dnsname_match(value, hostname):
-                return
-            dnsnames.append(value)
-        elif key == "IP Address":
-            if host_ip is not None and _ipaddress_match(value, host_ip):
-                return
-            dnsnames.append(value)
-
-    # We only check 'commonName' if it's enabled and we're not verifying
-    # an IP address. IP addresses aren't valid within 'commonName'.
-    if hostname_checks_common_name and host_ip is None and not dnsnames:
-        for sub in cert.get("subject", ()):
-            for key, value in sub:
-                if key == "commonName":
-                    if _dnsname_match(value, hostname):
-                        return
-                    dnsnames.append(value)
-
-    if len(dnsnames) > 1:
-        raise CertificateError(
-            "hostname %r "
-            "doesn't match either of %s" % (hostname, ", ".join(map(repr, dnsnames)))
-        )
-    elif len(dnsnames) == 1:
-        raise CertificateError(f"hostname {hostname!r} doesn't match {dnsnames[0]!r}")
-    else:
-        raise CertificateError("no appropriate subjectAltName fields were found")
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssltransport.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssltransport.py
deleted file mode 100644
index b52c477c7..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/ssltransport.py
+++ /dev/null
@@ -1,279 +0,0 @@
-from __future__ import annotations
-
-import io
-import socket
-import ssl
-import typing
-
-from ..exceptions import ProxySchemeUnsupported
-
-if typing.TYPE_CHECKING:
-    from typing_extensions import Self
-
-    from .ssl_ import _TYPE_PEER_CERT_RET, _TYPE_PEER_CERT_RET_DICT
-
-
-_WriteBuffer = typing.Union[bytearray, memoryview]
-_ReturnValue = typing.TypeVar("_ReturnValue")
-
-SSL_BLOCKSIZE = 16384
-
-
-class SSLTransport:
-    """
-    The SSLTransport wraps an existing socket and establishes an SSL connection.
-
-    Contrary to Python's implementation of SSLSocket, it allows you to chain
-    multiple TLS connections together. It's particularly useful if you need to
-    implement TLS within TLS.
-
-    The class supports most of the socket API operations.
-    """
-
-    @staticmethod
-    def _validate_ssl_context_for_tls_in_tls(ssl_context: ssl.SSLContext) -> None:
-        """
-        Raises a ProxySchemeUnsupported if the provided ssl_context can't be used
-        for TLS in TLS.
-
-        The only requirement is that the ssl_context provides the 'wrap_bio'
-        methods.
-        """
-
-        if not hasattr(ssl_context, "wrap_bio"):
-            raise ProxySchemeUnsupported(
-                "TLS in TLS requires SSLContext.wrap_bio() which isn't "
-                "available on non-native SSLContext"
-            )
-
-    def __init__(
-        self,
-        socket: socket.socket,
-        ssl_context: ssl.SSLContext,
-        server_hostname: str | None = None,
-        suppress_ragged_eofs: bool = True,
-    ) -> None:
-        """
-        Create an SSLTransport around socket using the provided ssl_context.
-        """
-        self.incoming = ssl.MemoryBIO()
-        self.outgoing = ssl.MemoryBIO()
-
-        self.suppress_ragged_eofs = suppress_ragged_eofs
-        self.socket = socket
-
-        self.sslobj = ssl_context.wrap_bio(
-            self.incoming, self.outgoing, server_hostname=server_hostname
-        )
-
-        # Perform initial handshake.
-        self._ssl_io_loop(self.sslobj.do_handshake)
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(self, *_: typing.Any) -> None:
-        self.close()
-
-    def fileno(self) -> int:
-        return self.socket.fileno()
-
-    def read(self, len: int = 1024, buffer: typing.Any | None = None) -> int | bytes:
-        return self._wrap_ssl_read(len, buffer)
-
-    def recv(self, buflen: int = 1024, flags: int = 0) -> int | bytes:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to recv")
-        return self._wrap_ssl_read(buflen)
-
-    def recv_into(
-        self,
-        buffer: _WriteBuffer,
-        nbytes: int | None = None,
-        flags: int = 0,
-    ) -> None | int | bytes:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to recv_into")
-        if nbytes is None:
-            nbytes = len(buffer)
-        return self.read(nbytes, buffer)
-
-    def sendall(self, data: bytes, flags: int = 0) -> None:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to sendall")
-        count = 0
-        with memoryview(data) as view, view.cast("B") as byte_view:
-            amount = len(byte_view)
-            while count < amount:
-                v = self.send(byte_view[count:])
-                count += v
-
-    def send(self, data: bytes, flags: int = 0) -> int:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to send")
-        return self._ssl_io_loop(self.sslobj.write, data)
-
-    def makefile(
-        self,
-        mode: str,
-        buffering: int | None = None,
-        *,
-        encoding: str | None = None,
-        errors: str | None = None,
-        newline: str | None = None,
-    ) -> typing.BinaryIO | typing.TextIO | socket.SocketIO:
-        """
-        Python's httpclient uses makefile and buffered io when reading HTTP
-        messages and we need to support it.
-
-        This is unfortunately a copy and paste of socket.py makefile with small
-        changes to point to the socket directly.
-        """
-        if not set(mode) <= {"r", "w", "b"}:
-            raise ValueError(f"invalid mode {mode!r} (only r, w, b allowed)")
-
-        writing = "w" in mode
-        reading = "r" in mode or not writing
-        assert reading or writing
-        binary = "b" in mode
-        rawmode = ""
-        if reading:
-            rawmode += "r"
-        if writing:
-            rawmode += "w"
-        raw = socket.SocketIO(self, rawmode)  # type: ignore[arg-type]
-        self.socket._io_refs += 1  # type: ignore[attr-defined]
-        if buffering is None:
-            buffering = -1
-        if buffering < 0:
-            buffering = io.DEFAULT_BUFFER_SIZE
-        if buffering == 0:
-            if not binary:
-                raise ValueError("unbuffered streams must be binary")
-            return raw
-        buffer: typing.BinaryIO
-        if reading and writing:
-            buffer = io.BufferedRWPair(raw, raw, buffering)  # type: ignore[assignment]
-        elif reading:
-            buffer = io.BufferedReader(raw, buffering)
-        else:
-            assert writing
-            buffer = io.BufferedWriter(raw, buffering)
-        if binary:
-            return buffer
-        text = io.TextIOWrapper(buffer, encoding, errors, newline)
-        text.mode = mode  # type: ignore[misc]
-        return text
-
-    def unwrap(self) -> None:
-        self._ssl_io_loop(self.sslobj.unwrap)
-
-    def close(self) -> None:
-        self.socket.close()
-
-    @typing.overload
-    def getpeercert(
-        self, binary_form: typing.Literal[False] = ...
-    ) -> _TYPE_PEER_CERT_RET_DICT | None:
-        ...
-
-    @typing.overload
-    def getpeercert(self, binary_form: typing.Literal[True]) -> bytes | None:
-        ...
-
-    def getpeercert(self, binary_form: bool = False) -> _TYPE_PEER_CERT_RET:
-        return self.sslobj.getpeercert(binary_form)  # type: ignore[return-value]
-
-    def version(self) -> str | None:
-        return self.sslobj.version()
-
-    def cipher(self) -> tuple[str, str, int] | None:
-        return self.sslobj.cipher()
-
-    def selected_alpn_protocol(self) -> str | None:
-        return self.sslobj.selected_alpn_protocol()
-
-    def selected_npn_protocol(self) -> str | None:
-        return self.sslobj.selected_npn_protocol()
-
-    def shared_ciphers(self) -> list[tuple[str, str, int]] | None:
-        return self.sslobj.shared_ciphers()
-
-    def compression(self) -> str | None:
-        return self.sslobj.compression()
-
-    def settimeout(self, value: float | None) -> None:
-        self.socket.settimeout(value)
-
-    def gettimeout(self) -> float | None:
-        return self.socket.gettimeout()
-
-    def _decref_socketios(self) -> None:
-        self.socket._decref_socketios()  # type: ignore[attr-defined]
-
-    def _wrap_ssl_read(self, len: int, buffer: bytearray | None = None) -> int | bytes:
-        try:
-            return self._ssl_io_loop(self.sslobj.read, len, buffer)
-        except ssl.SSLError as e:
-            if e.errno == ssl.SSL_ERROR_EOF and self.suppress_ragged_eofs:
-                return 0  # eof, return 0.
-            else:
-                raise
-
-    # func is sslobj.do_handshake or sslobj.unwrap
-    @typing.overload
-    def _ssl_io_loop(self, func: typing.Callable[[], None]) -> None:
-        ...
-
-    # func is sslobj.write, arg1 is data
-    @typing.overload
-    def _ssl_io_loop(self, func: typing.Callable[[bytes], int], arg1: bytes) -> int:
-        ...
-
-    # func is sslobj.read, arg1 is len, arg2 is buffer
-    @typing.overload
-    def _ssl_io_loop(
-        self,
-        func: typing.Callable[[int, bytearray | None], bytes],
-        arg1: int,
-        arg2: bytearray | None,
-    ) -> bytes:
-        ...
-
-    def _ssl_io_loop(
-        self,
-        func: typing.Callable[..., _ReturnValue],
-        arg1: None | bytes | int = None,
-        arg2: bytearray | None = None,
-    ) -> _ReturnValue:
-        """Performs an I/O loop between incoming/outgoing and the socket."""
-        should_loop = True
-        ret = None
-
-        while should_loop:
-            errno = None
-            try:
-                if arg1 is None and arg2 is None:
-                    ret = func()
-                elif arg2 is None:
-                    ret = func(arg1)
-                else:
-                    ret = func(arg1, arg2)
-            except ssl.SSLError as e:
-                if e.errno not in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE):
-                    # WANT_READ, and WANT_WRITE are expected, others are not.
-                    raise e
-                errno = e.errno
-
-            buf = self.outgoing.read()
-            self.socket.sendall(buf)
-
-            if errno is None:
-                should_loop = False
-            elif errno == ssl.SSL_ERROR_WANT_READ:
-                buf = self.socket.recv(SSL_BLOCKSIZE)
-                if buf:
-                    self.incoming.write(buf)
-                else:
-                    self.incoming.write_eof()
-        return typing.cast(_ReturnValue, ret)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/timeout.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/timeout.py
deleted file mode 100644
index 4bb1be11d..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/timeout.py
+++ /dev/null
@@ -1,275 +0,0 @@
-from __future__ import annotations
-
-import time
-import typing
-from enum import Enum
-from socket import getdefaulttimeout
-
-from ..exceptions import TimeoutStateError
-
-if typing.TYPE_CHECKING:
-    from typing import Final
-
-
-class _TYPE_DEFAULT(Enum):
-    # This value should never be passed to socket.settimeout() so for safety we use a -1.
-    # socket.settimout() raises a ValueError for negative values.
-    token = -1
-
-
-_DEFAULT_TIMEOUT: Final[_TYPE_DEFAULT] = _TYPE_DEFAULT.token
-
-_TYPE_TIMEOUT = typing.Optional[typing.Union[float, _TYPE_DEFAULT]]
-
-
-class Timeout:
-    """Timeout configuration.
-
-    Timeouts can be defined as a default for a pool:
-
-    .. code-block:: python
-
-        import urllib3
-
-        timeout = urllib3.util.Timeout(connect=2.0, read=7.0)
-
-        http = urllib3.PoolManager(timeout=timeout)
-
-        resp = http.request("GET", "https://example.com/")
-
-        print(resp.status)
-
-    Or per-request (which overrides the default for the pool):
-
-    .. code-block:: python
-
-       response = http.request("GET", "https://example.com/", timeout=Timeout(10))
-
-    Timeouts can be disabled by setting all the parameters to ``None``:
-
-    .. code-block:: python
-
-       no_timeout = Timeout(connect=None, read=None)
-       response = http.request("GET", "https://example.com/", timeout=no_timeout)
-
-
-    :param total:
-        This combines the connect and read timeouts into one; the read timeout
-        will be set to the time leftover from the connect attempt. In the
-        event that both a connect timeout and a total are specified, or a read
-        timeout and a total are specified, the shorter timeout will be applied.
-
-        Defaults to None.
-
-    :type total: int, float, or None
-
-    :param connect:
-        The maximum amount of time (in seconds) to wait for a connection
-        attempt to a server to succeed. Omitting the parameter will default the
-        connect timeout to the system default, probably `the global default
-        timeout in socket.py
-        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
-        None will set an infinite timeout for connection attempts.
-
-    :type connect: int, float, or None
-
-    :param read:
-        The maximum amount of time (in seconds) to wait between consecutive
-        read operations for a response from the server. Omitting the parameter
-        will default the read timeout to the system default, probably `the
-        global default timeout in socket.py
-        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
-        None will set an infinite timeout.
-
-    :type read: int, float, or None
-
-    .. note::
-
-        Many factors can affect the total amount of time for urllib3 to return
-        an HTTP response.
-
-        For example, Python's DNS resolver does not obey the timeout specified
-        on the socket. Other factors that can affect total request time include
-        high CPU load, high swap, the program running at a low priority level,
-        or other behaviors.
-
-        In addition, the read and total timeouts only measure the time between
-        read operations on the socket connecting the client and the server,
-        not the total amount of time for the request to return a complete
-        response. For most requests, the timeout is raised because the server
-        has not sent the first byte in the specified time. This is not always
-        the case; if a server streams one byte every fifteen seconds, a timeout
-        of 20 seconds will not trigger, even though the request will take
-        several minutes to complete.
-    """
-
-    #: A sentinel object representing the default timeout value
-    DEFAULT_TIMEOUT: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT
-
-    def __init__(
-        self,
-        total: _TYPE_TIMEOUT = None,
-        connect: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        read: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-    ) -> None:
-        self._connect = self._validate_timeout(connect, "connect")
-        self._read = self._validate_timeout(read, "read")
-        self.total = self._validate_timeout(total, "total")
-        self._start_connect: float | None = None
-
-    def __repr__(self) -> str:
-        return f"{type(self).__name__}(connect={self._connect!r}, read={self._read!r}, total={self.total!r})"
-
-    # __str__ provided for backwards compatibility
-    __str__ = __repr__
-
-    @staticmethod
-    def resolve_default_timeout(timeout: _TYPE_TIMEOUT) -> float | None:
-        return getdefaulttimeout() if timeout is _DEFAULT_TIMEOUT else timeout
-
-    @classmethod
-    def _validate_timeout(cls, value: _TYPE_TIMEOUT, name: str) -> _TYPE_TIMEOUT:
-        """Check that a timeout attribute is valid.
-
-        :param value: The timeout value to validate
-        :param name: The name of the timeout attribute to validate. This is
-            used to specify in error messages.
-        :return: The validated and casted version of the given value.
-        :raises ValueError: If it is a numeric value less than or equal to
-            zero, or the type is not an integer, float, or None.
-        """
-        if value is None or value is _DEFAULT_TIMEOUT:
-            return value
-
-        if isinstance(value, bool):
-            raise ValueError(
-                "Timeout cannot be a boolean value. It must "
-                "be an int, float or None."
-            )
-        try:
-            float(value)
-        except (TypeError, ValueError):
-            raise ValueError(
-                "Timeout value %s was %s, but it must be an "
-                "int, float or None." % (name, value)
-            ) from None
-
-        try:
-            if value <= 0:
-                raise ValueError(
-                    "Attempted to set %s timeout to %s, but the "
-                    "timeout cannot be set to a value less "
-                    "than or equal to 0." % (name, value)
-                )
-        except TypeError:
-            raise ValueError(
-                "Timeout value %s was %s, but it must be an "
-                "int, float or None." % (name, value)
-            ) from None
-
-        return value
-
-    @classmethod
-    def from_float(cls, timeout: _TYPE_TIMEOUT) -> Timeout:
-        """Create a new Timeout from a legacy timeout value.
-
-        The timeout value used by httplib.py sets the same timeout on the
-        connect(), and recv() socket requests. This creates a :class:`Timeout`
-        object that sets the individual timeouts to the ``timeout`` value
-        passed to this function.
-
-        :param timeout: The legacy timeout value.
-        :type timeout: integer, float, :attr:`urllib3.util.Timeout.DEFAULT_TIMEOUT`, or None
-        :return: Timeout object
-        :rtype: :class:`Timeout`
-        """
-        return Timeout(read=timeout, connect=timeout)
-
-    def clone(self) -> Timeout:
-        """Create a copy of the timeout object
-
-        Timeout properties are stored per-pool but each request needs a fresh
-        Timeout object to ensure each one has its own start/stop configured.
-
-        :return: a copy of the timeout object
-        :rtype: :class:`Timeout`
-        """
-        # We can't use copy.deepcopy because that will also create a new object
-        # for _GLOBAL_DEFAULT_TIMEOUT, which socket.py uses as a sentinel to
-        # detect the user default.
-        return Timeout(connect=self._connect, read=self._read, total=self.total)
-
-    def start_connect(self) -> float:
-        """Start the timeout clock, used during a connect() attempt
-
-        :raises urllib3.exceptions.TimeoutStateError: if you attempt
-            to start a timer that has been started already.
-        """
-        if self._start_connect is not None:
-            raise TimeoutStateError("Timeout timer has already been started.")
-        self._start_connect = time.monotonic()
-        return self._start_connect
-
-    def get_connect_duration(self) -> float:
-        """Gets the time elapsed since the call to :meth:`start_connect`.
-
-        :return: Elapsed time in seconds.
-        :rtype: float
-        :raises urllib3.exceptions.TimeoutStateError: if you attempt
-            to get duration for a timer that hasn't been started.
-        """
-        if self._start_connect is None:
-            raise TimeoutStateError(
-                "Can't get connect duration for timer that has not started."
-            )
-        return time.monotonic() - self._start_connect
-
-    @property
-    def connect_timeout(self) -> _TYPE_TIMEOUT:
-        """Get the value to use when setting a connection timeout.
-
-        This will be a positive float or integer, the value None
-        (never timeout), or the default system timeout.
-
-        :return: Connect timeout.
-        :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
-        """
-        if self.total is None:
-            return self._connect
-
-        if self._connect is None or self._connect is _DEFAULT_TIMEOUT:
-            return self.total
-
-        return min(self._connect, self.total)  # type: ignore[type-var]
-
-    @property
-    def read_timeout(self) -> float | None:
-        """Get the value for the read timeout.
-
-        This assumes some time has elapsed in the connection timeout and
-        computes the read timeout appropriately.
-
-        If self.total is set, the read timeout is dependent on the amount of
-        time taken by the connect timeout. If the connection time has not been
-        established, a :exc:`~urllib3.exceptions.TimeoutStateError` will be
-        raised.
-
-        :return: Value to use for the read timeout.
-        :rtype: int, float or None
-        :raises urllib3.exceptions.TimeoutStateError: If :meth:`start_connect`
-            has not yet been called on this object.
-        """
-        if (
-            self.total is not None
-            and self.total is not _DEFAULT_TIMEOUT
-            and self._read is not None
-            and self._read is not _DEFAULT_TIMEOUT
-        ):
-            # In case the connect timeout has not yet been established.
-            if self._start_connect is None:
-                return self._read
-            return max(0, min(self.total - self.get_connect_duration(), self._read))
-        elif self.total is not None and self.total is not _DEFAULT_TIMEOUT:
-            return max(0, self.total - self.get_connect_duration())
-        else:
-            return self.resolve_default_timeout(self._read)
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/url.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/url.py
deleted file mode 100644
index d53ea932a..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/url.py
+++ /dev/null
@@ -1,471 +0,0 @@
-from __future__ import annotations
-
-import re
-import typing
-
-from ..exceptions import LocationParseError
-from .util import to_str
-
-# We only want to normalize urls with an HTTP(S) scheme.
-# urllib3 infers URLs without a scheme (None) to be http.
-_NORMALIZABLE_SCHEMES = ("http", "https", None)
-
-# Almost all of these patterns were derived from the
-# 'rfc3986' module: https://github.com/python-hyper/rfc3986
-_PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
-_SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
-_URI_RE = re.compile(
-    r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
-    r"(?://([^\\/?#]*))?"
-    r"([^?#]*)"
-    r"(?:\?([^#]*))?"
-    r"(?:#(.*))?$",
-    re.UNICODE | re.DOTALL,
-)
-
-_IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
-_HEX_PAT = "[0-9A-Fa-f]{1,4}"
-_LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=_HEX_PAT, ipv4=_IPV4_PAT)
-_subs = {"hex": _HEX_PAT, "ls32": _LS32_PAT}
-_variations = [
-    #                            6( h16 ":" ) ls32
-    "(?:%(hex)s:){6}%(ls32)s",
-    #                       "::" 5( h16 ":" ) ls32
-    "::(?:%(hex)s:){5}%(ls32)s",
-    # [               h16 ] "::" 4( h16 ":" ) ls32
-    "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
-    # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
-    "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
-    # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
-    "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
-    # [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
-    "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
-    # [ *4( h16 ":" ) h16 ] "::"              ls32
-    "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
-    # [ *5( h16 ":" ) h16 ] "::"              h16
-    "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
-    # [ *6( h16 ":" ) h16 ] "::"
-    "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
-]
-
-_UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._\-~"
-_IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
-_ZONE_ID_PAT = "(?:%25|%)(?:[" + _UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
-_IPV6_ADDRZ_PAT = r"\[" + _IPV6_PAT + r"(?:" + _ZONE_ID_PAT + r")?\]"
-_REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
-_TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
-
-_IPV4_RE = re.compile("^" + _IPV4_PAT + "$")
-_IPV6_RE = re.compile("^" + _IPV6_PAT + "$")
-_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT + "$")
-_BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT[2:-2] + "$")
-_ZONE_ID_RE = re.compile("(" + _ZONE_ID_PAT + r")\]$")
-
-_HOST_PORT_PAT = ("^(%s|%s|%s)(?::0*?(|0|[1-9][0-9]{0,4}))?$") % (
-    _REG_NAME_PAT,
-    _IPV4_PAT,
-    _IPV6_ADDRZ_PAT,
-)
-_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
-
-_UNRESERVED_CHARS = set(
-    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
-)
-_SUB_DELIM_CHARS = set("!$&'()*+,;=")
-_USERINFO_CHARS = _UNRESERVED_CHARS | _SUB_DELIM_CHARS | {":"}
-_PATH_CHARS = _USERINFO_CHARS | {"@", "/"}
-_QUERY_CHARS = _FRAGMENT_CHARS = _PATH_CHARS | {"?"}
-
-
-class Url(
-    typing.NamedTuple(
-        "Url",
-        [
-            ("scheme", typing.Optional[str]),
-            ("auth", typing.Optional[str]),
-            ("host", typing.Optional[str]),
-            ("port", typing.Optional[int]),
-            ("path", typing.Optional[str]),
-            ("query", typing.Optional[str]),
-            ("fragment", typing.Optional[str]),
-        ],
-    )
-):
-    """
-    Data structure for representing an HTTP URL. Used as a return value for
-    :func:`parse_url`. Both the scheme and host are normalized as they are
-    both case-insensitive according to RFC 3986.
-    """
-
-    def __new__(  # type: ignore[no-untyped-def]
-        cls,
-        scheme: str | None = None,
-        auth: str | None = None,
-        host: str | None = None,
-        port: int | None = None,
-        path: str | None = None,
-        query: str | None = None,
-        fragment: str | None = None,
-    ):
-        if path and not path.startswith("/"):
-            path = "/" + path
-        if scheme is not None:
-            scheme = scheme.lower()
-        return super().__new__(cls, scheme, auth, host, port, path, query, fragment)
-
-    @property
-    def hostname(self) -> str | None:
-        """For backwards-compatibility with urlparse. We're nice like that."""
-        return self.host
-
-    @property
-    def request_uri(self) -> str:
-        """Absolute path including the query string."""
-        uri = self.path or "/"
-
-        if self.query is not None:
-            uri += "?" + self.query
-
-        return uri
-
-    @property
-    def authority(self) -> str | None:
-        """
-        Authority component as defined in RFC 3986 3.2.
-        This includes userinfo (auth), host and port.
-
-        i.e.
-            userinfo@host:port
-        """
-        userinfo = self.auth
-        netloc = self.netloc
-        if netloc is None or userinfo is None:
-            return netloc
-        else:
-            return f"{userinfo}@{netloc}"
-
-    @property
-    def netloc(self) -> str | None:
-        """
-        Network location including host and port.
-
-        If you need the equivalent of urllib.parse's ``netloc``,
-        use the ``authority`` property instead.
-        """
-        if self.host is None:
-            return None
-        if self.port:
-            return f"{self.host}:{self.port}"
-        return self.host
-
-    @property
-    def url(self) -> str:
-        """
-        Convert self into a url
-
-        This function should more or less round-trip with :func:`.parse_url`. The
-        returned url may not be exactly the same as the url inputted to
-        :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
-        with a blank port will have : removed).
-
-        Example:
-
-        .. code-block:: python
-
-            import urllib3
-
-            U = urllib3.util.parse_url("https://google.com/mail/")
-
-            print(U.url)
-            # "https://google.com/mail/"
-
-            print( urllib3.util.Url("https", "username:password",
-                                    "host.com", 80, "/path", "query", "fragment"
-                                    ).url
-                )
-            # "https://username:password@host.com:80/path?query#fragment"
-        """
-        scheme, auth, host, port, path, query, fragment = self
-        url = ""
-
-        # We use "is not None" we want things to happen with empty strings (or 0 port)
-        if scheme is not None:
-            url += scheme + "://"
-        if auth is not None:
-            url += auth + "@"
-        if host is not None:
-            url += host
-        if port is not None:
-            url += ":" + str(port)
-        if path is not None:
-            url += path
-        if query is not None:
-            url += "?" + query
-        if fragment is not None:
-            url += "#" + fragment
-
-        return url
-
-    def __str__(self) -> str:
-        return self.url
-
-
-@typing.overload
-def _encode_invalid_chars(
-    component: str, allowed_chars: typing.Container[str]
-) -> str:  # Abstract
-    ...
-
-
-@typing.overload
-def _encode_invalid_chars(
-    component: None, allowed_chars: typing.Container[str]
-) -> None:  # Abstract
-    ...
-
-
-def _encode_invalid_chars(
-    component: str | None, allowed_chars: typing.Container[str]
-) -> str | None:
-    """Percent-encodes a URI component without reapplying
-    onto an already percent-encoded component.
-    """
-    if component is None:
-        return component
-
-    component = to_str(component)
-
-    # Normalize existing percent-encoded bytes.
-    # Try to see if the component we're encoding is already percent-encoded
-    # so we can skip all '%' characters but still encode all others.
-    component, percent_encodings = _PERCENT_RE.subn(
-        lambda match: match.group(0).upper(), component
-    )
-
-    uri_bytes = component.encode("utf-8", "surrogatepass")
-    is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
-    encoded_component = bytearray()
-
-    for i in range(0, len(uri_bytes)):
-        # Will return a single character bytestring
-        byte = uri_bytes[i : i + 1]
-        byte_ord = ord(byte)
-        if (is_percent_encoded and byte == b"%") or (
-            byte_ord < 128 and byte.decode() in allowed_chars
-        ):
-            encoded_component += byte
-            continue
-        encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
-
-    return encoded_component.decode()
-
-
-def _remove_path_dot_segments(path: str) -> str:
-    # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
-    segments = path.split("/")  # Turn the path into a list of segments
-    output = []  # Initialize the variable to use to store output
-
-    for segment in segments:
-        # '.' is the current directory, so ignore it, it is superfluous
-        if segment == ".":
-            continue
-        # Anything other than '..', should be appended to the output
-        if segment != "..":
-            output.append(segment)
-        # In this case segment == '..', if we can, we should pop the last
-        # element
-        elif output:
-            output.pop()
-
-    # If the path starts with '/' and the output is empty or the first string
-    # is non-empty
-    if path.startswith("/") and (not output or output[0]):
-        output.insert(0, "")
-
-    # If the path starts with '/.' or '/..' ensure we add one more empty
-    # string to add a trailing '/'
-    if path.endswith(("/.", "/..")):
-        output.append("")
-
-    return "/".join(output)
-
-
-@typing.overload
-def _normalize_host(host: None, scheme: str | None) -> None:
-    ...
-
-
-@typing.overload
-def _normalize_host(host: str, scheme: str | None) -> str:
-    ...
-
-
-def _normalize_host(host: str | None, scheme: str | None) -> str | None:
-    if host:
-        if scheme in _NORMALIZABLE_SCHEMES:
-            is_ipv6 = _IPV6_ADDRZ_RE.match(host)
-            if is_ipv6:
-                # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
-                # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
-                # separator as necessary to return a valid RFC 4007 scoped IP.
-                match = _ZONE_ID_RE.search(host)
-                if match:
-                    start, end = match.span(1)
-                    zone_id = host[start:end]
-
-                    if zone_id.startswith("%25") and zone_id != "%25":
-                        zone_id = zone_id[3:]
-                    else:
-                        zone_id = zone_id[1:]
-                    zone_id = _encode_invalid_chars(zone_id, _UNRESERVED_CHARS)
-                    return f"{host[:start].lower()}%{zone_id}{host[end:]}"
-                else:
-                    return host.lower()
-            elif not _IPV4_RE.match(host):
-                return to_str(
-                    b".".join([_idna_encode(label) for label in host.split(".")]),
-                    "ascii",
-                )
-    return host
-
-
-def _idna_encode(name: str) -> bytes:
-    if not name.isascii():
-        try:
-            import idna
-        except ImportError:
-            raise LocationParseError(
-                "Unable to parse URL without the 'idna' module"
-            ) from None
-
-        try:
-            return idna.encode(name.lower(), strict=True, std3_rules=True)
-        except idna.IDNAError:
-            raise LocationParseError(
-                f"Name '{name}' is not a valid IDNA label"
-            ) from None
-
-    return name.lower().encode("ascii")
-
-
-def _encode_target(target: str) -> str:
-    """Percent-encodes a request target so that there are no invalid characters
-
-    Pre-condition for this function is that 'target' must start with '/'.
-    If that is the case then _TARGET_RE will always produce a match.
-    """
-    match = _TARGET_RE.match(target)
-    if not match:  # Defensive:
-        raise LocationParseError(f"{target!r} is not a valid request URI")
-
-    path, query = match.groups()
-    encoded_target = _encode_invalid_chars(path, _PATH_CHARS)
-    if query is not None:
-        query = _encode_invalid_chars(query, _QUERY_CHARS)
-        encoded_target += "?" + query
-    return encoded_target
-
-
-def parse_url(url: str) -> Url:
-    """
-    Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
-    performed to parse incomplete urls. Fields not provided will be None.
-    This parser is RFC 3986 and RFC 6874 compliant.
-
-    The parser logic and helper functions are based heavily on
-    work done in the ``rfc3986`` module.
-
-    :param str url: URL to parse into a :class:`.Url` namedtuple.
-
-    Partly backwards-compatible with :mod:`urllib.parse`.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        print( urllib3.util.parse_url('http://google.com/mail/'))
-        # Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
-
-        print( urllib3.util.parse_url('google.com:80'))
-        # Url(scheme=None, host='google.com', port=80, path=None, ...)
-
-        print( urllib3.util.parse_url('/foo?bar'))
-        # Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
-    """
-    if not url:
-        # Empty
-        return Url()
-
-    source_url = url
-    if not _SCHEME_RE.search(url):
-        url = "//" + url
-
-    scheme: str | None
-    authority: str | None
-    auth: str | None
-    host: str | None
-    port: str | None
-    port_int: int | None
-    path: str | None
-    query: str | None
-    fragment: str | None
-
-    try:
-        scheme, authority, path, query, fragment = _URI_RE.match(url).groups()  # type: ignore[union-attr]
-        normalize_uri = scheme is None or scheme.lower() in _NORMALIZABLE_SCHEMES
-
-        if scheme:
-            scheme = scheme.lower()
-
-        if authority:
-            auth, _, host_port = authority.rpartition("@")
-            auth = auth or None
-            host, port = _HOST_PORT_RE.match(host_port).groups()  # type: ignore[union-attr]
-            if auth and normalize_uri:
-                auth = _encode_invalid_chars(auth, _USERINFO_CHARS)
-            if port == "":
-                port = None
-        else:
-            auth, host, port = None, None, None
-
-        if port is not None:
-            port_int = int(port)
-            if not (0 <= port_int <= 65535):
-                raise LocationParseError(url)
-        else:
-            port_int = None
-
-        host = _normalize_host(host, scheme)
-
-        if normalize_uri and path:
-            path = _remove_path_dot_segments(path)
-            path = _encode_invalid_chars(path, _PATH_CHARS)
-        if normalize_uri and query:
-            query = _encode_invalid_chars(query, _QUERY_CHARS)
-        if normalize_uri and fragment:
-            fragment = _encode_invalid_chars(fragment, _FRAGMENT_CHARS)
-
-    except (ValueError, AttributeError) as e:
-        raise LocationParseError(source_url) from e
-
-    # For the sake of backwards compatibility we put empty
-    # string values for path if there are any defined values
-    # beyond the path in the URL.
-    # TODO: Remove this when we break backwards compatibility.
-    if not path:
-        if query is not None or fragment is not None:
-            path = ""
-        else:
-            path = None
-
-    return Url(
-        scheme=scheme,
-        auth=auth,
-        host=host,
-        port=port_int,
-        path=path,
-        query=query,
-        fragment=fragment,
-    )
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/util.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/util.py
deleted file mode 100644
index 35c77e402..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/util.py
+++ /dev/null
@@ -1,42 +0,0 @@
-from __future__ import annotations
-
-import typing
-from types import TracebackType
-
-
-def to_bytes(
-    x: str | bytes, encoding: str | None = None, errors: str | None = None
-) -> bytes:
-    if isinstance(x, bytes):
-        return x
-    elif not isinstance(x, str):
-        raise TypeError(f"not expecting type {type(x).__name__}")
-    if encoding or errors:
-        return x.encode(encoding or "utf-8", errors=errors or "strict")
-    return x.encode()
-
-
-def to_str(
-    x: str | bytes, encoding: str | None = None, errors: str | None = None
-) -> str:
-    if isinstance(x, str):
-        return x
-    elif not isinstance(x, bytes):
-        raise TypeError(f"not expecting type {type(x).__name__}")
-    if encoding or errors:
-        return x.decode(encoding or "utf-8", errors=errors or "strict")
-    return x.decode()
-
-
-def reraise(
-    tp: type[BaseException] | None,
-    value: BaseException,
-    tb: TracebackType | None = None,
-) -> typing.NoReturn:
-    try:
-        if value.__traceback__ is not tb:
-            raise value.with_traceback(tb)
-        raise value
-    finally:
-        value = None  # type: ignore[assignment]
-        tb = None
diff --git a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/wait.py b/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/wait.py
deleted file mode 100644
index aeca0c7ad..000000000
--- a/eventbridge-lambda-bedrock/functions/layers/python/urllib3/util/wait.py
+++ /dev/null
@@ -1,124 +0,0 @@
-from __future__ import annotations
-
-import select
-import socket
-from functools import partial
-
-__all__ = ["wait_for_read", "wait_for_write"]
-
-
-# How should we wait on sockets?
-#
-# There are two types of APIs you can use for waiting on sockets: the fancy
-# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
-# select/poll. The stateful APIs are more efficient when you have a lots of
-# sockets to keep track of, because you can set them up once and then use them
-# lots of times. But we only ever want to wait on a single socket at a time
-# and don't want to keep track of state, so the stateless APIs are actually
-# more efficient. So we want to use select() or poll().
-#
-# Now, how do we choose between select() and poll()? On traditional Unixes,
-# select() has a strange calling convention that makes it slow, or fail
-# altogether, for high-numbered file descriptors. The point of poll() is to fix
-# that, so on Unixes, we prefer poll().
-#
-# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
-# for it), but that's OK, because on Windows, select() doesn't have this
-# strange calling convention; plain select() works fine.
-#
-# So: on Windows we use select(), and everywhere else we use poll(). We also
-# fall back to select() in case poll() is somehow broken or missing.
-
-
-def select_wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    if not read and not write:
-        raise RuntimeError("must specify at least one of read=True, write=True")
-    rcheck = []
-    wcheck = []
-    if read:
-        rcheck.append(sock)
-    if write:
-        wcheck.append(sock)
-    # When doing a non-blocking connect, most systems signal success by
-    # marking the socket writable. Windows, though, signals success by marked
-    # it as "exceptional". We paper over the difference by checking the write
-    # sockets for both conditions. (The stdlib selectors module does the same
-    # thing.)
-    fn = partial(select.select, rcheck, wcheck, wcheck)
-    rready, wready, xready = fn(timeout)
-    return bool(rready or wready or xready)
-
-
-def poll_wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    if not read and not write:
-        raise RuntimeError("must specify at least one of read=True, write=True")
-    mask = 0
-    if read:
-        mask |= select.POLLIN
-    if write:
-        mask |= select.POLLOUT
-    poll_obj = select.poll()
-    poll_obj.register(sock, mask)
-
-    # For some reason, poll() takes timeout in milliseconds
-    def do_poll(t: float | None) -> list[tuple[int, int]]:
-        if t is not None:
-            t *= 1000
-        return poll_obj.poll(t)
-
-    return bool(do_poll(timeout))
-
-
-def _have_working_poll() -> bool:
-    # Apparently some systems have a select.poll that fails as soon as you try
-    # to use it, either due to strange configuration or broken monkeypatching
-    # from libraries like eventlet/greenlet.
-    try:
-        poll_obj = select.poll()
-        poll_obj.poll(0)
-    except (AttributeError, OSError):
-        return False
-    else:
-        return True
-
-
-def wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    # We delay choosing which implementation to use until the first time we're
-    # called. We could do it at import time, but then we might make the wrong
-    # decision if someone goes wild with monkeypatching select.poll after
-    # we're imported.
-    global wait_for_socket
-    if _have_working_poll():
-        wait_for_socket = poll_wait_for_socket
-    elif hasattr(select, "select"):
-        wait_for_socket = select_wait_for_socket
-    return wait_for_socket(sock, read, write, timeout)
-
-
-def wait_for_read(sock: socket.socket, timeout: float | None = None) -> bool:
-    """Waits for reading to be available on a given socket.
-    Returns True if the socket is readable, or False if the timeout expired.
-    """
-    return wait_for_socket(sock, read=True, timeout=timeout)
-
-
-def wait_for_write(sock: socket.socket, timeout: float | None = None) -> bool:
-    """Waits for writing to be available on a given socket.
-    Returns True if the socket is readable, or False if the timeout expired.
-    """
-    return wait_for_socket(sock, write=True, timeout=timeout)

From 0e72568c22aa9c6fc1619a4c29378ac5c11b6e6c Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 11:42:01 +0100
Subject: [PATCH 03/37] added architecture diagram

---
 .../architecture/architecture.png               | Bin 0 -> 23697 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 eventbridge-lambda-bedrock/architecture/architecture.png

diff --git a/eventbridge-lambda-bedrock/architecture/architecture.png b/eventbridge-lambda-bedrock/architecture/architecture.png
new file mode 100644
index 0000000000000000000000000000000000000000..6233e84d2ffe80b45b5e318d5a301554a1338d22
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From 36ef8b6603cedabcc288c14b0f5d1009bf2a9a66 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 11:49:12 +0100
Subject: [PATCH 04/37] renamed project

---
 .../.gitignore                                      |   0
 .../README.md                                       |   0
 .../app.py                                          |   0
 .../architecture/architecture.png                   | Bin
 .../bedrock_setup/bedrock-menu-expand.png           | Bin
 .../bedrock_setup/bedrock-search.png                | Bin
 .../bedrock_setup/edit-model-access.png             | Bin
 .../bedrock_setup/model-access-link.png             | Bin
 .../bedrock_setup/model-access-view-2.png           | Bin
 .../bedrock_setup/model-access-view.png             | Bin
 .../bedrock_setup/region-selection.png              | Bin
 .../bedrock_setup/submit.png                        | Bin
 .../cdk.context.json                                |   0
 .../cdk.json                                        |   0
 .../example-pattern.json                            |   0
 .../functions/index_creation.py                     |   0
 .../functions/layers/requirements.txt               |   0
 .../functions/sync_bedrock_kb.py                    |   0
 .../requirements-dev.txt                            |   0
 .../requirements.txt                                |   0
 .../source.bat                                      |   0
 .../stacks/__init__.py                              |   0
 .../stacks/bedrock_knowledgebase_logging.py         |   0
 .../stacks/bedrock_knowledgebase_stack.py           |   0
 .../stacks/bedrock_service_role_stack.py            |   0
 .../stacks/ingestion_job_resources_stack.py         |   0
 .../stacks/opensearch_serverless_stack.py           |   0
 .../stacks/test.js                                  |   0
 .../template.yaml                                   |   0
 .../test_screenshots/cloudtrail-eventhistory.png    | Bin
 .../test_screenshots/startingestionjob-event.png    | Bin
 .../tests/__init__.py                               |   0
 .../tests/unit/__init__.py                          |   0
 .../unit/test_eventbridge_lambda_bedrock_stack.py   |   0
 34 files changed, 0 insertions(+), 0 deletions(-)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/.gitignore (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/README.md (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/app.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/architecture/architecture.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/bedrock-menu-expand.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/bedrock-search.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/edit-model-access.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/model-access-link.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/model-access-view-2.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/model-access-view.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/region-selection.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/bedrock_setup/submit.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/cdk.context.json (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/cdk.json (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/example-pattern.json (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/functions/index_creation.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/functions/layers/requirements.txt (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/functions/sync_bedrock_kb.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/requirements-dev.txt (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/requirements.txt (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/source.bat (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/stacks/__init__.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/stacks/bedrock_knowledgebase_logging.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/stacks/bedrock_knowledgebase_stack.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/stacks/bedrock_service_role_stack.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/stacks/ingestion_job_resources_stack.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/stacks/opensearch_serverless_stack.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/stacks/test.js (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/template.yaml (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/test_screenshots/cloudtrail-eventhistory.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/test_screenshots/startingestionjob-event.png (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/tests/__init__.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/tests/unit/__init__.py (100%)
 rename {eventbridge-lambda-bedrock => eventbridge-bedrock-s3-aoss}/tests/unit/test_eventbridge_lambda_bedrock_stack.py (100%)

diff --git a/eventbridge-lambda-bedrock/.gitignore b/eventbridge-bedrock-s3-aoss/.gitignore
similarity index 100%
rename from eventbridge-lambda-bedrock/.gitignore
rename to eventbridge-bedrock-s3-aoss/.gitignore
diff --git a/eventbridge-lambda-bedrock/README.md b/eventbridge-bedrock-s3-aoss/README.md
similarity index 100%
rename from eventbridge-lambda-bedrock/README.md
rename to eventbridge-bedrock-s3-aoss/README.md
diff --git a/eventbridge-lambda-bedrock/app.py b/eventbridge-bedrock-s3-aoss/app.py
similarity index 100%
rename from eventbridge-lambda-bedrock/app.py
rename to eventbridge-bedrock-s3-aoss/app.py
diff --git a/eventbridge-lambda-bedrock/architecture/architecture.png b/eventbridge-bedrock-s3-aoss/architecture/architecture.png
similarity index 100%
rename from eventbridge-lambda-bedrock/architecture/architecture.png
rename to eventbridge-bedrock-s3-aoss/architecture/architecture.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/bedrock-menu-expand.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-menu-expand.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/bedrock-menu-expand.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-menu-expand.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/bedrock-search.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-search.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/bedrock-search.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-search.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/edit-model-access.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/edit-model-access.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/edit-model-access.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/edit-model-access.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/model-access-link.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-link.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/model-access-link.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-link.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/model-access-view-2.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view-2.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/model-access-view-2.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view-2.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/model-access-view.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/model-access-view.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/region-selection.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/region-selection.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/region-selection.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/region-selection.png
diff --git a/eventbridge-lambda-bedrock/bedrock_setup/submit.png b/eventbridge-bedrock-s3-aoss/bedrock_setup/submit.png
similarity index 100%
rename from eventbridge-lambda-bedrock/bedrock_setup/submit.png
rename to eventbridge-bedrock-s3-aoss/bedrock_setup/submit.png
diff --git a/eventbridge-lambda-bedrock/cdk.context.json b/eventbridge-bedrock-s3-aoss/cdk.context.json
similarity index 100%
rename from eventbridge-lambda-bedrock/cdk.context.json
rename to eventbridge-bedrock-s3-aoss/cdk.context.json
diff --git a/eventbridge-lambda-bedrock/cdk.json b/eventbridge-bedrock-s3-aoss/cdk.json
similarity index 100%
rename from eventbridge-lambda-bedrock/cdk.json
rename to eventbridge-bedrock-s3-aoss/cdk.json
diff --git a/eventbridge-lambda-bedrock/example-pattern.json b/eventbridge-bedrock-s3-aoss/example-pattern.json
similarity index 100%
rename from eventbridge-lambda-bedrock/example-pattern.json
rename to eventbridge-bedrock-s3-aoss/example-pattern.json
diff --git a/eventbridge-lambda-bedrock/functions/index_creation.py b/eventbridge-bedrock-s3-aoss/functions/index_creation.py
similarity index 100%
rename from eventbridge-lambda-bedrock/functions/index_creation.py
rename to eventbridge-bedrock-s3-aoss/functions/index_creation.py
diff --git a/eventbridge-lambda-bedrock/functions/layers/requirements.txt b/eventbridge-bedrock-s3-aoss/functions/layers/requirements.txt
similarity index 100%
rename from eventbridge-lambda-bedrock/functions/layers/requirements.txt
rename to eventbridge-bedrock-s3-aoss/functions/layers/requirements.txt
diff --git a/eventbridge-lambda-bedrock/functions/sync_bedrock_kb.py b/eventbridge-bedrock-s3-aoss/functions/sync_bedrock_kb.py
similarity index 100%
rename from eventbridge-lambda-bedrock/functions/sync_bedrock_kb.py
rename to eventbridge-bedrock-s3-aoss/functions/sync_bedrock_kb.py
diff --git a/eventbridge-lambda-bedrock/requirements-dev.txt b/eventbridge-bedrock-s3-aoss/requirements-dev.txt
similarity index 100%
rename from eventbridge-lambda-bedrock/requirements-dev.txt
rename to eventbridge-bedrock-s3-aoss/requirements-dev.txt
diff --git a/eventbridge-lambda-bedrock/requirements.txt b/eventbridge-bedrock-s3-aoss/requirements.txt
similarity index 100%
rename from eventbridge-lambda-bedrock/requirements.txt
rename to eventbridge-bedrock-s3-aoss/requirements.txt
diff --git a/eventbridge-lambda-bedrock/source.bat b/eventbridge-bedrock-s3-aoss/source.bat
similarity index 100%
rename from eventbridge-lambda-bedrock/source.bat
rename to eventbridge-bedrock-s3-aoss/source.bat
diff --git a/eventbridge-lambda-bedrock/stacks/__init__.py b/eventbridge-bedrock-s3-aoss/stacks/__init__.py
similarity index 100%
rename from eventbridge-lambda-bedrock/stacks/__init__.py
rename to eventbridge-bedrock-s3-aoss/stacks/__init__.py
diff --git a/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_logging.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
similarity index 100%
rename from eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_logging.py
rename to eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
diff --git a/eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_stack.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
similarity index 100%
rename from eventbridge-lambda-bedrock/stacks/bedrock_knowledgebase_stack.py
rename to eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
diff --git a/eventbridge-lambda-bedrock/stacks/bedrock_service_role_stack.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_service_role_stack.py
similarity index 100%
rename from eventbridge-lambda-bedrock/stacks/bedrock_service_role_stack.py
rename to eventbridge-bedrock-s3-aoss/stacks/bedrock_service_role_stack.py
diff --git a/eventbridge-lambda-bedrock/stacks/ingestion_job_resources_stack.py b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
similarity index 100%
rename from eventbridge-lambda-bedrock/stacks/ingestion_job_resources_stack.py
rename to eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
diff --git a/eventbridge-lambda-bedrock/stacks/opensearch_serverless_stack.py b/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
similarity index 100%
rename from eventbridge-lambda-bedrock/stacks/opensearch_serverless_stack.py
rename to eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
diff --git a/eventbridge-lambda-bedrock/stacks/test.js b/eventbridge-bedrock-s3-aoss/stacks/test.js
similarity index 100%
rename from eventbridge-lambda-bedrock/stacks/test.js
rename to eventbridge-bedrock-s3-aoss/stacks/test.js
diff --git a/eventbridge-lambda-bedrock/template.yaml b/eventbridge-bedrock-s3-aoss/template.yaml
similarity index 100%
rename from eventbridge-lambda-bedrock/template.yaml
rename to eventbridge-bedrock-s3-aoss/template.yaml
diff --git a/eventbridge-lambda-bedrock/test_screenshots/cloudtrail-eventhistory.png b/eventbridge-bedrock-s3-aoss/test_screenshots/cloudtrail-eventhistory.png
similarity index 100%
rename from eventbridge-lambda-bedrock/test_screenshots/cloudtrail-eventhistory.png
rename to eventbridge-bedrock-s3-aoss/test_screenshots/cloudtrail-eventhistory.png
diff --git a/eventbridge-lambda-bedrock/test_screenshots/startingestionjob-event.png b/eventbridge-bedrock-s3-aoss/test_screenshots/startingestionjob-event.png
similarity index 100%
rename from eventbridge-lambda-bedrock/test_screenshots/startingestionjob-event.png
rename to eventbridge-bedrock-s3-aoss/test_screenshots/startingestionjob-event.png
diff --git a/eventbridge-lambda-bedrock/tests/__init__.py b/eventbridge-bedrock-s3-aoss/tests/__init__.py
similarity index 100%
rename from eventbridge-lambda-bedrock/tests/__init__.py
rename to eventbridge-bedrock-s3-aoss/tests/__init__.py
diff --git a/eventbridge-lambda-bedrock/tests/unit/__init__.py b/eventbridge-bedrock-s3-aoss/tests/unit/__init__.py
similarity index 100%
rename from eventbridge-lambda-bedrock/tests/unit/__init__.py
rename to eventbridge-bedrock-s3-aoss/tests/unit/__init__.py
diff --git a/eventbridge-lambda-bedrock/tests/unit/test_eventbridge_lambda_bedrock_stack.py b/eventbridge-bedrock-s3-aoss/tests/unit/test_eventbridge_lambda_bedrock_stack.py
similarity index 100%
rename from eventbridge-lambda-bedrock/tests/unit/test_eventbridge_lambda_bedrock_stack.py
rename to eventbridge-bedrock-s3-aoss/tests/unit/test_eventbridge_lambda_bedrock_stack.py

From da625b811d2a2d94185f1f0c144631d4bcd81b71 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 13:06:43 +0100
Subject: [PATCH 05/37] Added comments to index_creation.py, updated README.md

---
 eventbridge-bedrock-s3-aoss/README.md         |  16 +-
 .../functions/index_creation.py               | 139 ++++++++++++------
 2 files changed, 104 insertions(+), 51 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index b913cecb6..c850aa930 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -5,11 +5,12 @@ This pattern demonstrates an approach to automatically sync datasource associate
 
 After you create your knowledge base, you ingest your data source/sources into your knowledge base so that they're indexed and are able to be queried. Additionally each time you add, modify, or remove files from your data source, you must sync the data source so that it is re-indexed to the knowledge base. Syncing is incremental, so Amazon Bedrock only processes added, modified, or deleted documents since the last sync.
 
-Currently Amazon Bedrock doesn't provide an in-built feature to automatically periodically sync the datasource associated with a Knowledge Base. So customers who need to refresh their datasources periodically to ensure their knowledge base is up-to-date have to rely on bespoke solution to achieve it. This pattern shows one way of achieving it, using Amazon EventBridge Scheduler 
+At the time of writing, Knowledge Bases for Amazon Bedrock doesn't have a feature to automatically periodically sync the datasource associated with a Knowledge Base. So customers who need to refresh their datasources periodically to ensure their knowledge base is up-to-date have to rely on bespoke solution to achieve it. This pattern shows one way of achieving it, using Amazon EventBridge Scheduler 
 
 EventBridge Scheduler simplifies scheduling tasks by providing a centralized, serverless service that reliably executes schedules and invokes targets across various AWS services. In this particular pattern, we configure an EventBridge schedule that runs periodically (using a schedule expression). As part of the EventBridge schedule creation, we configure a target. A target is an API operation that EventBridge Scheduler invokes on your behalf whenever the schedule runs. In our case the target API would be the `StartIngestion` API operation on the Amazon Bedrock Agents service.
 
-Learn more about this pattern at Serverless Land Patterns: https://serverlessland.com/patterns/eventbridge-lambda-bedrock
+Learn more about this pattern at Serverless Land Patterns: https://serverlessland.com/patterns/eventbridge-bedrock-s3-aoss
+
 
 Important: this application uses various AWS services and there are costs associated with these services after the Free Tier usage - please see the [AWS Pricing page](https://aws.amazon.com/pricing/) for details. You are responsible for any AWS costs incurred. No warranty is implied in this example.
 
@@ -103,7 +104,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     cdk deploy --all
     ```
 ## How it works
-CDK will create a Knowledge Base for Bedrock with a S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. The Stack also includes the 
+CDK will create a Knowledge Base for Bedrock with a S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. Amazon Bedrock supports a monitoring system to help you understand the execution of any data ingestion jobs. The Stack would create the neccessary CloudWatch log groups and CloudWatch delivery. You can gain visibility into the ingestion of your knowledge base resources with this logging system. Additionally, Amazon Bedrock is integrated with AWS CloudTrail, a service that provides a record of actions taken by a user, role, or an AWS service in Amazon Bedrock. CloudTrail captures all API calls for Amazon Bedrock as events.
 
 
 ## Testing
@@ -128,7 +129,12 @@ See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/usergui
 The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
 
 [!NOTE]  
-Substitute the knowledge_base_id found in the CDK Output section when cdk deploy is run
+Substitute the knowledge_base_id found in the CDK Output section of the `cdk deploy` command output
+
+> [!NOTE]  
+> Substitute the knowledge_base_id found in the CDK Output section of the `cdk deploy` command output
+
+
 
 ```
 aws logs tail --follow --since 2m BedrockKnowledgeBase-<knowledge_base_id>
@@ -145,7 +151,7 @@ aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --
 
 ## Cleanup
  
-1. Run below script in the `eventbridge-lambda-bedrock` directory to delete AWS resources created by this sample stack.
+1. Run below script in the `eventbridge-bedrock-s3-aoss` directory to delete AWS resources created by this sample stack.
     ```bash
     cdk destroy --all
     ```
diff --git a/eventbridge-bedrock-s3-aoss/functions/index_creation.py b/eventbridge-bedrock-s3-aoss/functions/index_creation.py
index 7a2dca2a1..b148ed34c 100644
--- a/eventbridge-bedrock-s3-aoss/functions/index_creation.py
+++ b/eventbridge-bedrock-s3-aoss/functions/index_creation.py
@@ -3,64 +3,97 @@
 import time
 
 def on_event(event, context):
-  print(event)
-  request_type = event['RequestType']
-  if request_type == 'Create': return on_create(event)
-  if request_type == 'Update': return on_update(event)
-  if request_type == 'Delete': return on_delete(event)
-  raise Exception("Invalid request type: %s" % request_type)
-
+    """
+    This function is the entry point for the Lambda function.
+    It receives an event and a context object, and based on the request type
+    in the event, it calls the appropriate function to handle the request.
+    """
+    print(event)
+    request_type = event['RequestType']
+    if request_type == 'Create': return on_create(event)
+    if request_type == 'Update': return on_update(event)
+    if request_type == 'Delete': return on_delete(event)
+    raise Exception("Invalid request type: %s" % request_type)
 
 def on_create(event):
-  props = event["ResourceProperties"]
-  print("create new resource with props %s" % props)
-  response = create_or_update_index(event)
-  print(response)
-  return {
-      "Data": {
-          "response": response
-      }
-  }
+    """
+    This function is called when a new resource is being created.
+    It prints the resource properties, calls the create_or_update_index function
+    to create or update the index, and returns the response from that function.
+    """
+    props = event["ResourceProperties"]
+    print("create new resource with props %s" % props)
+    response = create_or_update_index(event)
+    print(response)
+    return {
+        "Data": {
+            "response": response
+        }
+    }
 
 def on_update(event):
-  props = event["ResourceProperties"]
-  print("create new resource with props %s" % props)
-  response = create_or_update_index(event)
-  print(response)
-  return {
-      "Data": {
-          "response": response
-      }
-  }
-  return { 'PhysicalResourceId': physical_id }
+    """
+    This function is called when an existing resource is being updated.
+    It prints the resource properties, calls the create_or_update_index function
+    to create or update the index, and returns the response from that function.
+    """
+    props = event["ResourceProperties"]
+    print("create new resource with props %s" % props)
+    response = create_or_update_index(event)
+    print(response)
+    return {
+        "Data": {
+            "response": response
+        }
+    }
 
 def on_delete(event):
-  physical_id = event["PhysicalResourceId"]
-  return { 'PhysicalResourceId': physical_id }
+    """
+    This function is called when a resource is being deleted.
+    It returns the physical resource ID of the resource being deleted.
+    """
+    physical_id = event["PhysicalResourceId"]
+    return {'PhysicalResourceId': physical_id}
 
 def is_complete(event, context):
-  physical_id = event["PhysicalResourceId"]
-  request_type = event["RequestType"]
+    """
+    This function checks if the resource is in a stable state based on the request type.
+    It returns a dictionary indicating whether the resource is complete or not.
+    """
+    physical_id = event["PhysicalResourceId"]
+    request_type = event["RequestType"]
 
-  # check if resource is stable based on request_type
-  # is_ready = ...
+    # check if resource is stable based on request_type
+    # is_ready = ...
 
-  return { 'IsComplete': True }
+    return {'IsComplete': True}
 
 def removeHttpsPrefix(endpoint):
+    """
+    This function removes the "https://" prefix from a given endpoint string,
+    if present, and returns the modified string.
+    """
     if endpoint.startswith("https://"):
         return endpoint[8:]
     return endpoint
 
-#get aoss_host from os environ
 def get_aoss_host(resource_properties):
+    """
+    This function retrieves the Amazon OpenSearch Service (AOSS) host from the
+    resource properties. It raises an exception if the AOSSHost property is not provided.
+    """
     if "AOSSHost" not in resource_properties:
         raise Exception("AOSSHost not provided from resource properties")
     return removeHttpsPrefix(resource_properties["AOSSHost"])
 
 def get_aoss_client(host):
+    """
+    This function creates and returns an Amazon OpenSearch Service (AOSS) client
+    using the provided host. It authenticates the client using AWS credentials
+    and the AWS Signature Version 4 signer.
+    """
     auth = AWSV4SignerAuth(
-        boto3.Session().get_credentials(), 
+        boto3.Session().get_credentials(),
         boto3.session.Session().region_name,
         "aoss"
     )
@@ -74,13 +107,20 @@ def get_aoss_client(host):
     )
 
 def get_aoss_index_name(resource_properties):
+    """
+    This function retrieves the Amazon OpenSearch Service (AOSS) index name from the
+    resource properties. It raises an exception if the AOSSIndexName property is not provided.
+    """
     if "AOSSIndexName" not in resource_properties:
         raise Exception("AOSSIndexName not provided from resource properties")
     return resource_properties["AOSSIndexName"]
-        
-#Function to use the opensearch-py library to create an index within an opensearch collection
+
 def create_aoss_index(index_name, aos_client):
-    
+    """
+    This function creates an index in the Amazon OpenSearch Service (AOSS) using the
+    provided index name and client. It configures the index settings and mappings
+    for vector search and returns the response from the index creation operation.
+    """
     index_body = {
         "settings": {
             "index.knn": True
@@ -103,14 +143,14 @@ def create_aoss_index(index_name, aos_client):
                 "text": {
                     "type": "text"
                 },
-                "id":  { 
-                    "type" : "text" 
+                "id": {
+                    "type": "text"
                 },
-                "text-metadata":  { 
-                    "type" : "text" 
+                "text-metadata": {
+                    "type": "text"
                 },
-                "x-amz-bedrock-kb-source-uri":  { 
-                    "type" : "text" 
+                "x-amz-bedrock-kb-source-uri": {
+                    "type": "text"
                 }
             }
         }
@@ -118,13 +158,20 @@ def create_aoss_index(index_name, aos_client):
     response = aos_client.indices.create(index=index_name, body=index_body)
     print(f"Created index {index_name}")
     return response
-    
+
 def create_or_update_index(event):
+    """
+    This function creates or updates an index in the Amazon OpenSearch Service (AOSS).
+    It retrieves the AOSS host and index name from the resource properties, creates
+    an AOSS client, and checks if the index exists. If the index doesn't exist,
+    it creates a new index using the create_aoss_index function. It returns the
+    response from the index creation or update operation.
+    """
     resource_properties = event['ResourceProperties']
     aoss_host = get_aoss_host(resource_properties)
     aos_client = get_aoss_client(aoss_host)
     index_name = get_aoss_index_name(resource_properties)
     response = None
     if not aos_client.indices.exists(index=index_name):
-        response =  create_aoss_index(index_name=index_name, aos_client=aos_client)    
+        response = create_aoss_index(index_name=index_name, aos_client=aos_client)
     return response

From f73f3734a9df89b4b06d3397565e4491c0b927f5 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 13:31:59 +0100
Subject: [PATCH 06/37] updated README.md

---
 eventbridge-bedrock-s3-aoss/README.md | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index c850aa930..0452c354a 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -128,12 +128,8 @@ The CDK creates resources to enable logging for an Amazon Bedrock knowledge base
 See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-bases-logging.html) for more information.
 The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
 
-[!NOTE]  
-Substitute the knowledge_base_id found in the CDK Output section of the `cdk deploy` command output
-
 > [!NOTE]  
-> Substitute the knowledge_base_id found in the CDK Output section of the `cdk deploy` command output
-
+> Substitute the knowledge_base_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
 
 
 ```
@@ -143,6 +139,9 @@ aws logs tail --follow --since 2m BedrockKnowledgeBase-<knowledge_base_id>
 ### View Ingestion Job timestamp and status
 Once you've verified that the EventBridge scheduler has invoked the StartIngestionJob, you can use the following command to check the status of ingestion job. The command outputs the most recently started ingestion job.
 
+> [!NOTE]  
+> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
+
 ```
 aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --data-source-id <data_source_id> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'
 ```

From 57c103092d72d185f3695448aad5cf6cda81ba7b Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 13:46:35 +0100
Subject: [PATCH 07/37] updated architecture diagram

---
 eventbridge-bedrock-s3-aoss/README.md         |   2 +-
 .../architecture/architecture.png             | Bin 23697 -> 36447 bytes
 2 files changed, 1 insertion(+), 1 deletion(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 0452c354a..c1fe2df23 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -1,4 +1,4 @@
-# EventBridge to Amazon Bedrock
+# EventBridge to Amazon Bedrock to S3 and Amazon OpenSearch Serverless
 ![architecture](architecture/architecture.png)
 
 This pattern demonstrates an approach to automatically sync datasource associated with Knowledge Bases for Amazon Bedrock. Knowledge bases for Amazon Bedrock help you take advantage of Retrieval Augmented Generation (RAG), a popular technique that involves drawing information from a data store to augment the responses generated by Large Language Models (LLMs). When you set up a knowledge base with your data sources, your application can query the knowledge base to return information to answer the query either with direct quotations from sources or with natural responses generated from the query results.
diff --git a/eventbridge-bedrock-s3-aoss/architecture/architecture.png b/eventbridge-bedrock-s3-aoss/architecture/architecture.png
index 6233e84d2ffe80b45b5e318d5a301554a1338d22..2da270d9125da150fcc24027e8f5938eb2531d6d 100644
GIT binary patch
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From d7568a9c6abd3f7e024ff05f2a918bae72821999 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 14:23:59 +0100
Subject: [PATCH 08/37] updated example-pattern.json and README.md

---
 .../example-pattern.json                      | 29 +++++++++++++------
 1 file changed, 20 insertions(+), 9 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/example-pattern.json b/eventbridge-bedrock-s3-aoss/example-pattern.json
index f848a6ed5..d9dadcaff 100644
--- a/eventbridge-bedrock-s3-aoss/example-pattern.json
+++ b/eventbridge-bedrock-s3-aoss/example-pattern.json
@@ -1,5 +1,5 @@
 {
-  "title": "EventBridge to Lambda to Bedrock",
+  "title": "# EventBridge to Amazon Bedrock to Amazon OpenSearch Serverless",
   "description": "Periodically sync Bedrock Knowledge Base",
   "language": "Python",
   "level": "200",
@@ -7,13 +7,14 @@
   "introBox": {
     "headline": "How it works",
     "text": [
-      "This sample project demonstrates how to use an EventBridge rule to trigger a Lambda function, which in turn triggers a sync operation on an Amazon Bedrock Knowledge Base"
+      "This sample project demonstrates how to use an EventBridge rule to periodically sync a Bedrock Knowledge Base data source to Amazon OpenSearch Serverless.",
+      "The sample project uses an EventBridge Scheduler that runs on a regular interval. The scheduler invokes has a universal target configured to trigger the StartIngestion API on Amazon Bedrock Agent service"
     ]
   },
   "gitHub": {
     "template": {
-      "repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/eventbridge-lambda-bedrock",
-      "templateURL": "serverless-patterns/eventbridge-lambda-bedrock",
+      "repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/eventbridge-bedrock-s3-aoss",
+      "templateURL": "serverless-patterns/eventbridge-bedrock-s3-aoss",
       "projectFolder": "eventbridge-lambda-bedrock",
       "templateFile": "eventbridge-lambda-bedrock_stack.py"
     }
@@ -63,19 +64,25 @@
         "x": 10,
         "y": 50,
         "service": "evenbridge",
-        "label": "Amazon EventBridge"
+        "label": "Amazon EventBridge Scheduler"
     },
     "icon2": {
         "x": 35,
         "y": 50,
-        "service": "lambda",
-        "label": "AWS Lambda"
+        "service": "bedrock",
+        "label": "Amazon Bedrock"
     },
     "icon3": {
         "x": 60,
         "y": 50,
-        "service": "bedrock",
-        "label": "Amazon Bedrock"
+        "service": "aoss",
+        "label": "Amazon OpenSearch Serverless"
+    },
+    "icon4": {
+        "x": 75,
+        "y": 100,
+        "service": "s3",
+        "label": "Amazon S3"
     },
     "line1": {
         "from": "icon1",
@@ -84,6 +91,10 @@
     "line2": {
         "from": "icon2",
         "to": "icon3"
+    },
+    "line3": {
+        "from": "icon2",
+        "to": "icon4"
     }
   }
 }

From 2cd0d23d4559a8be125a33301895f39d546f420a Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 17:16:31 +0100
Subject: [PATCH 09/37] updated README.md, fixed path typo

---
 eventbridge-bedrock-s3-aoss/README.md                         | 4 ++--
 .../stacks/ingestion_job_resources_stack.py                   | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index c1fe2df23..9b003e3f9 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -1,4 +1,4 @@
-# EventBridge to Amazon Bedrock to S3 and Amazon OpenSearch Serverless
+# EventBridge to Amazon Bedrock to Amazon OpenSearch Serverless
 ![architecture](architecture/architecture.png)
 
 This pattern demonstrates an approach to automatically sync datasource associated with Knowledge Bases for Amazon Bedrock. Knowledge bases for Amazon Bedrock help you take advantage of Retrieval Augmented Generation (RAG), a popular technique that involves drawing information from a data store to augment the responses generated by Large Language Models (LLMs). When you set up a knowledge base with your data sources, your application can query the knowledge base to return information to answer the query either with direct quotations from sources or with natural responses generated from the query results.
@@ -58,7 +58,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     ```
 1. Change directory to the pattern directory:
     ```
-    cd evenbridge-lambda-bedrock
+    cd evenbridge-bedrock-s3-aoss
     ```
 1. Create virtual environment for Python
     ```
diff --git a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
index 3e2725a78..c7ab28ea6 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
@@ -84,7 +84,7 @@ def __init__(self, scope: Construct, construct_id: str, stack_suffix,
             flexible_time_window=scheduler.CfnSchedule.FlexibleTimeWindowProperty(
                 mode="OFF"
             ),
-            schedule_expression="rate(5 minutes)",
+            schedule_expression="rate(1 minutes)",
             schedule_expression_timezone="UTC+01:00",
             target=scheduler.CfnSchedule.TargetProperty(
                 arn="arn:aws:scheduler:::aws-sdk:bedrockagent:startIngestionJob",

From 1c2e333a43aa3d8eee27340fca2a5e72a4e51cda Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 17:17:32 +0100
Subject: [PATCH 10/37] updated README.md, fixed path typo

---
 eventbridge-bedrock-s3-aoss/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 9b003e3f9..9f8e77a7d 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -58,7 +58,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     ```
 1. Change directory to the pattern directory:
     ```
-    cd evenbridge-bedrock-s3-aoss
+    cd eventbridge-bedrock-s3-aoss
     ```
 1. Create virtual environment for Python
     ```

From c6bd96dd2dc0381effe4c0e448753b33cba12df0 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 17:18:03 +0100
Subject: [PATCH 11/37] updated README.md, fixed path typo

---
 .../stacks/ingestion_job_resources_stack.py                     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
index c7ab28ea6..3e2725a78 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
@@ -84,7 +84,7 @@ def __init__(self, scope: Construct, construct_id: str, stack_suffix,
             flexible_time_window=scheduler.CfnSchedule.FlexibleTimeWindowProperty(
                 mode="OFF"
             ),
-            schedule_expression="rate(1 minutes)",
+            schedule_expression="rate(5 minutes)",
             schedule_expression_timezone="UTC+01:00",
             target=scheduler.CfnSchedule.TargetProperty(
                 arn="arn:aws:scheduler:::aws-sdk:bedrockagent:startIngestionJob",

From c79b0800830d2634a956ea090f886edaab3305d3 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 23:08:08 +0100
Subject: [PATCH 12/37] minor updates to README.md

---
 eventbridge-bedrock-s3-aoss/README.md         |   17 +-
 eventbridge-bedrock-s3-aoss/app.py            |    2 -
 .../python/Events-0.5.dist-info/AUTHORS       |   18 +
 .../python/Events-0.5.dist-info/INSTALLER     |    1 +
 .../python/Events-0.5.dist-info/LICENSE       |   33 +
 .../python/Events-0.5.dist-info/METADATA      |  130 +
 .../layers/python/Events-0.5.dist-info/RECORD |   15 +
 .../layers/python/Events-0.5.dist-info/WHEEL  |    5 +
 .../python/Events-0.5.dist-info/top_level.txt |    1 +
 .../functions/layers/python/bin/normalizer    |    8 +
 .../certifi-2024.7.4.dist-info/INSTALLER      |    1 +
 .../python/certifi-2024.7.4.dist-info/LICENSE |   20 +
 .../certifi-2024.7.4.dist-info/METADATA       |   67 +
 .../python/certifi-2024.7.4.dist-info/RECORD  |   14 +
 .../python/certifi-2024.7.4.dist-info/WHEEL   |    5 +
 .../certifi-2024.7.4.dist-info/top_level.txt  |    1 +
 .../layers/python/certifi/__init__.py         |    4 +
 .../layers/python/certifi/__main__.py         |   12 +
 .../layers/python/certifi/cacert.pem          | 4798 +++++++++
 .../functions/layers/python/certifi/core.py   |  114 +
 .../functions/layers/python/certifi/py.typed  |    0
 .../INSTALLER                                 |    1 +
 .../LICENSE                                   |   21 +
 .../METADATA                                  |  683 ++
 .../charset_normalizer-3.3.2.dist-info/RECORD |   35 +
 .../charset_normalizer-3.3.2.dist-info/WHEEL  |    5 +
 .../entry_points.txt                          |    2 +
 .../top_level.txt                             |    1 +
 .../python/charset_normalizer/__init__.py     |   46 +
 .../python/charset_normalizer/__main__.py     |    4 +
 .../layers/python/charset_normalizer/api.py   |  626 ++
 .../layers/python/charset_normalizer/cd.py    |  395 +
 .../python/charset_normalizer/cli/__init__.py |    6 +
 .../python/charset_normalizer/cli/__main__.py |  296 +
 .../python/charset_normalizer/constant.py     | 1995 ++++
 .../python/charset_normalizer/legacy.py       |   54 +
 .../md.cpython-311-darwin.so                  |  Bin 0 -> 33152 bytes
 .../layers/python/charset_normalizer/md.py    |  615 ++
 .../md__mypyc.cpython-311-darwin.so           |  Bin 0 -> 215680 bytes
 .../python/charset_normalizer/models.py       |  340 +
 .../layers/python/charset_normalizer/py.typed |    0
 .../layers/python/charset_normalizer/utils.py |  421 +
 .../python/charset_normalizer/version.py      |    6 +
 .../layers/python/dateutil/__init__.py        |   24 +
 .../layers/python/dateutil/_common.py         |   43 +
 .../layers/python/dateutil/_version.py        |    4 +
 .../layers/python/dateutil/easter.py          |   89 +
 .../layers/python/dateutil/parser/__init__.py |   61 +
 .../layers/python/dateutil/parser/_parser.py  | 1613 ++++
 .../python/dateutil/parser/isoparser.py       |  416 +
 .../layers/python/dateutil/relativedelta.py   |  599 ++
 .../functions/layers/python/dateutil/rrule.py | 1737 ++++
 .../layers/python/dateutil/tz/__init__.py     |   12 +
 .../layers/python/dateutil/tz/_common.py      |  419 +
 .../layers/python/dateutil/tz/_factories.py   |   80 +
 .../functions/layers/python/dateutil/tz/tz.py | 1849 ++++
 .../layers/python/dateutil/tz/win.py          |  370 +
 .../functions/layers/python/dateutil/tzwin.py |    2 +
 .../functions/layers/python/dateutil/utils.py |   71 +
 .../python/dateutil/zoneinfo/__init__.py      |  167 +
 .../zoneinfo/dateutil-zoneinfo.tar.gz         |  Bin 0 -> 156400 bytes
 .../python/dateutil/zoneinfo/rebuild.py       |   75 +
 .../layers/python/events/__init__.py          |    9 +
 .../functions/layers/python/events/events.py  |  120 +
 .../layers/python/events/tests/__init__.py    |    0
 .../layers/python/events/tests/tests.py       |  178 +
 .../python/idna-3.7.dist-info/INSTALLER       |    1 +
 .../python/idna-3.7.dist-info/LICENSE.md      |   31 +
 .../layers/python/idna-3.7.dist-info/METADATA |  243 +
 .../layers/python/idna-3.7.dist-info/RECORD   |   22 +
 .../layers/python/idna-3.7.dist-info/WHEEL    |    4 +
 .../functions/layers/python/idna/__init__.py  |   44 +
 .../functions/layers/python/idna/codec.py     |  118 +
 .../functions/layers/python/idna/compat.py    |   13 +
 .../functions/layers/python/idna/core.py      |  395 +
 .../functions/layers/python/idna/idnadata.py  | 4245 ++++++++
 .../functions/layers/python/idna/intranges.py |   54 +
 .../layers/python/idna/package_data.py        |    2 +
 .../functions/layers/python/idna/py.typed     |    0
 .../functions/layers/python/idna/uts46data.py | 8598 +++++++++++++++++
 .../opensearch_py-2.6.0.dist-info/AUTHORS     |    2 +
 .../opensearch_py-2.6.0.dist-info/INSTALLER   |    1 +
 .../opensearch_py-2.6.0.dist-info/LICENSE.txt |  201 +
 .../opensearch_py-2.6.0.dist-info/METADATA    |  126 +
 .../opensearch_py-2.6.0.dist-info/NOTICE.txt  |    8 +
 .../opensearch_py-2.6.0.dist-info/RECORD      |  224 +
 .../opensearch_py-2.6.0.dist-info/REQUESTED   |    0
 .../opensearch_py-2.6.0.dist-info/WHEEL       |    6 +
 .../top_level.txt                             |    1 +
 .../layers/python/opensearchpy/__init__.py    |  265 +
 .../python/opensearchpy/_async/__init__.py    |   25 +
 .../opensearchpy/_async/_extra_imports.py     |   53 +
 .../opensearchpy/_async/client/__init__.py    | 3064 ++++++
 .../opensearchpy/_async/client/_patch.py      |  148 +
 .../python/opensearchpy/_async/client/cat.py  | 1403 +++
 .../opensearchpy/_async/client/client.py      |   41 +
 .../opensearchpy/_async/client/cluster.py     | 1029 ++
 .../_async/client/dangling_indices.py         |  165 +
 .../opensearchpy/_async/client/features.py    |   63 +
 .../python/opensearchpy/_async/client/http.py |  128 +
 .../opensearchpy/_async/client/indices.py     | 2766 ++++++
 .../opensearchpy/_async/client/ingest.py      |  256 +
 .../opensearchpy/_async/client/nodes.py       |  294 +
 .../opensearchpy/_async/client/plugins.py     |   63 +
 .../opensearchpy/_async/client/remote.py      |   38 +
 .../_async/client/remote_store.py             |   65 +
 .../_async/client/search_pipeline.py          |  151 +
 .../opensearchpy/_async/client/security.py    | 2344 +++++
 .../opensearchpy/_async/client/snapshot.py    |  611 ++
 .../opensearchpy/_async/client/tasks.py       |  194 +
 .../opensearchpy/_async/client/utils.py       |   46 +
 .../python/opensearchpy/_async/compat.py      |   32 +
 .../opensearchpy/_async/helpers/__init__.py   |    8 +
 .../opensearchpy/_async/helpers/actions.py    |  498 +
 .../opensearchpy/_async/helpers/document.py   |  471 +
 .../_async/helpers/faceted_search.py          |  202 +
 .../opensearchpy/_async/helpers/index.py      |  663 ++
 .../opensearchpy/_async/helpers/mapping.py    |  169 +
 .../opensearchpy/_async/helpers/search.py     |  537 +
 .../opensearchpy/_async/helpers/test.py       |   43 +
 .../_async/helpers/update_by_query.py         |  153 +
 .../opensearchpy/_async/http_aiohttp.py       |  395 +
 .../opensearchpy/_async/plugins/__init__.py   |    8 +
 .../opensearchpy/_async/plugins/alerting.py   |  262 +
 .../_async/plugins/index_management.py        |  169 +
 .../python/opensearchpy/_async/plugins/knn.py |  373 +
 .../_async/plugins/notifications.py           |  351 +
 .../opensearchpy/_async/plugins/rollups.py    |  235 +
 .../opensearchpy/_async/plugins/transforms.py |  308 +
 .../python/opensearchpy/_async/transport.py   |  454 +
 .../layers/python/opensearchpy/_version.py    |   27 +
 .../python/opensearchpy/client/__init__.py    | 3064 ++++++
 .../python/opensearchpy/client/_patch.py      |  144 +
 .../layers/python/opensearchpy/client/cat.py  | 1403 +++
 .../python/opensearchpy/client/client.py      |   41 +
 .../python/opensearchpy/client/cluster.py     | 1029 ++
 .../opensearchpy/client/dangling_indices.py   |  165 +
 .../python/opensearchpy/client/features.py    |   63 +
 .../layers/python/opensearchpy/client/http.py |  128 +
 .../python/opensearchpy/client/indices.py     | 2766 ++++++
 .../python/opensearchpy/client/ingest.py      |  256 +
 .../python/opensearchpy/client/nodes.py       |  294 +
 .../python/opensearchpy/client/plugins.py     |   63 +
 .../python/opensearchpy/client/remote.py      |   38 +
 .../opensearchpy/client/remote_store.py       |   65 +
 .../opensearchpy/client/search_pipeline.py    |  151 +
 .../python/opensearchpy/client/security.py    | 2344 +++++
 .../python/opensearchpy/client/snapshot.py    |  611 ++
 .../python/opensearchpy/client/tasks.py       |  194 +
 .../python/opensearchpy/client/utils.py       |  226 +
 .../layers/python/opensearchpy/compat.py      |   79 +
 .../opensearchpy/connection/__init__.py       |   46 +
 .../connection/async_connections.py           |  117 +
 .../python/opensearchpy/connection/base.py    |  339 +
 .../opensearchpy/connection/connections.py    |  131 +
 .../opensearchpy/connection/http_async.py     |  307 +
 .../opensearchpy/connection/http_requests.py  |  267 +
 .../opensearchpy/connection/http_urllib3.py   |  329 +
 .../python/opensearchpy/connection/pooling.py |   68 +
 .../python/opensearchpy/connection_pool.py    |  335 +
 .../layers/python/opensearchpy/exceptions.py  |  210 +
 .../python/opensearchpy/helpers/__init__.py   |   67 +
 .../python/opensearchpy/helpers/actions.py    |  691 ++
 .../python/opensearchpy/helpers/aggs.py       |  457 +
 .../python/opensearchpy/helpers/analysis.py   |  310 +
 .../opensearchpy/helpers/asyncsigner.py       |   82 +
 .../python/opensearchpy/helpers/document.py   |  527 +
 .../python/opensearchpy/helpers/errors.py     |   45 +
 .../opensearchpy/helpers/faceted_search.py    |  471 +
 .../python/opensearchpy/helpers/field.py      |  534 +
 .../python/opensearchpy/helpers/function.py   |  125 +
 .../python/opensearchpy/helpers/index.py      |  656 ++
 .../python/opensearchpy/helpers/mapping.py    |  246 +
 .../python/opensearchpy/helpers/query.py      |  526 +
 .../opensearchpy/helpers/response/__init__.py |  130 +
 .../opensearchpy/helpers/response/aggs.py     |   94 +
 .../opensearchpy/helpers/response/hit.py      |   65 +
 .../python/opensearchpy/helpers/search.py     |  868 ++
 .../python/opensearchpy/helpers/signer.py     |  139 +
 .../python/opensearchpy/helpers/test.py       |  114 +
 .../opensearchpy/helpers/update_by_query.py   |  171 +
 .../python/opensearchpy/helpers/utils.py      |  613 ++
 .../python/opensearchpy/helpers/wrappers.py   |   91 +
 .../python/opensearchpy/metrics/__init__.py   |   18 +
 .../python/opensearchpy/metrics/metrics.py    |   42 +
 .../opensearchpy/metrics/metrics_events.py    |   61 +
 .../opensearchpy/metrics/metrics_none.py      |   47 +
 .../python/opensearchpy/plugins/__init__.py   |    8 +
 .../python/opensearchpy/plugins/alerting.py   |  227 +
 .../opensearchpy/plugins/index_management.py  |  167 +
 .../layers/python/opensearchpy/plugins/knn.py |  373 +
 .../opensearchpy/plugins/notifications.py     |  351 +
 .../python/opensearchpy/plugins/rollups.py    |  235 +
 .../python/opensearchpy/plugins/transforms.py |  308 +
 .../layers/python/opensearchpy/py.typed       |    0
 .../layers/python/opensearchpy/serializer.py  |  215 +
 .../layers/python/opensearchpy/transport.py   |  514 +
 .../INSTALLER                                 |    1 +
 .../LICENSE                                   |   54 +
 .../METADATA                                  |  204 +
 .../RECORD                                    |   44 +
 .../WHEEL                                     |    6 +
 .../top_level.txt                             |    1 +
 .../zip-safe                                  |    1 +
 .../requests-2.32.3.dist-info/INSTALLER       |    1 +
 .../python/requests-2.32.3.dist-info/LICENSE  |  175 +
 .../python/requests-2.32.3.dist-info/METADATA |  119 +
 .../python/requests-2.32.3.dist-info/RECORD   |   42 +
 .../python/requests-2.32.3.dist-info/WHEEL    |    5 +
 .../requests-2.32.3.dist-info/top_level.txt   |    1 +
 .../layers/python/requests/__init__.py        |  184 +
 .../layers/python/requests/__version__.py     |   14 +
 .../layers/python/requests/_internal_utils.py |   50 +
 .../layers/python/requests/adapters.py        |  719 ++
 .../functions/layers/python/requests/api.py   |  157 +
 .../functions/layers/python/requests/auth.py  |  314 +
 .../functions/layers/python/requests/certs.py |   17 +
 .../layers/python/requests/compat.py          |   94 +
 .../layers/python/requests/cookies.py         |  561 ++
 .../layers/python/requests/exceptions.py      |  151 +
 .../functions/layers/python/requests/help.py  |  134 +
 .../functions/layers/python/requests/hooks.py |   33 +
 .../layers/python/requests/models.py          | 1037 ++
 .../layers/python/requests/packages.py        |   23 +
 .../layers/python/requests/sessions.py        |  831 ++
 .../layers/python/requests/status_codes.py    |  128 +
 .../layers/python/requests/structures.py      |   99 +
 .../functions/layers/python/requests/utils.py | 1096 +++
 .../python/six-1.16.0.dist-info/INSTALLER     |    1 +
 .../python/six-1.16.0.dist-info/LICENSE       |   18 +
 .../python/six-1.16.0.dist-info/METADATA      |   49 +
 .../layers/python/six-1.16.0.dist-info/RECORD |    8 +
 .../layers/python/six-1.16.0.dist-info/WHEEL  |    6 +
 .../python/six-1.16.0.dist-info/top_level.txt |    1 +
 .../functions/layers/python/six.py            |  998 ++
 .../python/urllib3-2.2.2.dist-info/INSTALLER  |    1 +
 .../python/urllib3-2.2.2.dist-info/METADATA   |  154 +
 .../python/urllib3-2.2.2.dist-info/RECORD     |   75 +
 .../python/urllib3-2.2.2.dist-info/WHEEL      |    4 +
 .../licenses/LICENSE.txt                      |   21 +
 .../layers/python/urllib3/__init__.py         |  211 +
 .../layers/python/urllib3/_base_connection.py |  172 +
 .../layers/python/urllib3/_collections.py     |  483 +
 .../layers/python/urllib3/_request_methods.py |  279 +
 .../layers/python/urllib3/_version.py         |    4 +
 .../layers/python/urllib3/connection.py       |  929 ++
 .../layers/python/urllib3/connectionpool.py   | 1182 +++
 .../layers/python/urllib3/contrib/__init__.py |    0
 .../urllib3/contrib/emscripten/__init__.py    |   16 +
 .../urllib3/contrib/emscripten/connection.py  |  254 +
 .../emscripten/emscripten_fetch_worker.js     |  110 +
 .../urllib3/contrib/emscripten/fetch.py       |  418 +
 .../urllib3/contrib/emscripten/request.py     |   22 +
 .../urllib3/contrib/emscripten/response.py    |  285 +
 .../python/urllib3/contrib/pyopenssl.py       |  548 ++
 .../layers/python/urllib3/contrib/socks.py    |  228 +
 .../layers/python/urllib3/exceptions.py       |  321 +
 .../functions/layers/python/urllib3/fields.py |  341 +
 .../layers/python/urllib3/filepost.py         |   89 +
 .../functions/layers/python/urllib3/http2.py  |  230 +
 .../layers/python/urllib3/poolmanager.py      |  637 ++
 .../functions/layers/python/urllib3/py.typed  |    2 +
 .../layers/python/urllib3/response.py         | 1265 +++
 .../layers/python/urllib3/util/__init__.py    |   42 +
 .../layers/python/urllib3/util/connection.py  |  137 +
 .../layers/python/urllib3/util/proxy.py       |   43 +
 .../layers/python/urllib3/util/request.py     |  256 +
 .../layers/python/urllib3/util/response.py    |  101 +
 .../layers/python/urllib3/util/retry.py       |  533 +
 .../layers/python/urllib3/util/ssl_.py        |  509 +
 .../python/urllib3/util/ssl_match_hostname.py |  159 +
 .../python/urllib3/util/ssltransport.py       |  279 +
 .../layers/python/urllib3/util/timeout.py     |  275 +
 .../layers/python/urllib3/util/url.py         |  471 +
 .../layers/python/urllib3/util/util.py        |   42 +
 .../layers/python/urllib3/util/wait.py        |  124 +
 .../stacks/bedrock_knowledgebase_logging.py   |    1 -
 277 files changed, 95145 insertions(+), 11 deletions(-)
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 9f8e77a7d..9d61aa3dd 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -1,13 +1,13 @@
 # EventBridge to Amazon Bedrock to Amazon OpenSearch Serverless
 ![architecture](architecture/architecture.png)
 
-This pattern demonstrates an approach to automatically sync datasource associated with Knowledge Bases for Amazon Bedrock. Knowledge bases for Amazon Bedrock help you take advantage of Retrieval Augmented Generation (RAG), a popular technique that involves drawing information from a data store to augment the responses generated by Large Language Models (LLMs). When you set up a knowledge base with your data sources, your application can query the knowledge base to return information to answer the query either with direct quotations from sources or with natural responses generated from the query results.
+This pattern demonstrates an approach to automatically sync datasource associated with [Knowledge Bases for Amazon Bedrock](https://aws.amazon.com/bedrock/knowledge-bases/). Knowledge bases for Amazon Bedrock help you take advantage of [Retrieval Augmented Generation](https://aws.amazon.com/what-is/retrieval-augmented-generation/) (RAG), a popular technique that involves drawing information from a data store to augment the responses generated by Large Language Models (LLMs). When you set up a knowledge base with your data sources, your application can query the knowledge base to return information to answer the query either with direct quotations from sources or with natural responses generated from the query results.
 
 After you create your knowledge base, you ingest your data source/sources into your knowledge base so that they're indexed and are able to be queried. Additionally each time you add, modify, or remove files from your data source, you must sync the data source so that it is re-indexed to the knowledge base. Syncing is incremental, so Amazon Bedrock only processes added, modified, or deleted documents since the last sync.
 
-At the time of writing, Knowledge Bases for Amazon Bedrock doesn't have a feature to automatically periodically sync the datasource associated with a Knowledge Base. So customers who need to refresh their datasources periodically to ensure their knowledge base is up-to-date have to rely on bespoke solution to achieve it. This pattern shows one way of achieving it, using Amazon EventBridge Scheduler 
+At the time of writing, Knowledge Bases for Amazon Bedrock doesn't have a feature to automatically periodically sync the datasource associated with a Knowledge Base. So customers who need to refresh their datasources periodically to ensure their knowledge base is up-to-date have to rely on bespoke solution. This pattern shows one way of implementing the solution, using [Amazon EventBridge Scheduler](https://docs.aws.amazon.com/scheduler/latest/UserGuide/what-is-scheduler.html).
 
-EventBridge Scheduler simplifies scheduling tasks by providing a centralized, serverless service that reliably executes schedules and invokes targets across various AWS services. In this particular pattern, we configure an EventBridge schedule that runs periodically (using a schedule expression). As part of the EventBridge schedule creation, we configure a target. A target is an API operation that EventBridge Scheduler invokes on your behalf whenever the schedule runs. In our case the target API would be the `StartIngestion` API operation on the Amazon Bedrock Agents service.
+EventBridge Scheduler simplifies scheduling tasks by providing a centralized, serverless service that reliably executes schedules and invokes targets across various AWS services. In this particular pattern, we configure an EventBridge schedule that runs periodically (using a schedule expression). As part of the EventBridge schedule creation, we configure a target. A target is an API operation that EventBridge Scheduler invokes on your behalf whenever the schedule runs. In our case the target API would be the [`StartIngestionJob`](https://docs.aws.amazon.com/bedrock/latest/APIReference/API_agent_StartIngestionJob.html) API operation on the Amazon Bedrock Agents service.
 
 Learn more about this pattern at Serverless Land Patterns: https://serverlessland.com/patterns/eventbridge-bedrock-s3-aoss
 
@@ -76,12 +76,10 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     ```
     pip install -r requirements.txt
     ```
-1. Install dependencies for Lambda
+1. Install dependencies to be used in Lambda Layer
     
-    Change directory to <code>functions/layers</code> and run <code>pip install</code>
     ```
-    cd functions/layers
-    pip install --target python -r requirements.txt
+    pip install --target functions/layers/python -r functions/layers/requirements.txt
     ```
 
 1. Run the command below to bootstrap your account. CDK needs it to deploy
@@ -93,7 +91,10 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     cdk list
     ```
 
-1. Review the CloudFormation template CDK generates for a given stack using the following AWS CDK CLI command:
+1. Review the CloudFormation template CDK generates for the included stacks using the following AWS CDK CLI command:
+
+> [!NOTE]  
+> Substitute the stack_id with one from the list in output of the `cdk list` command
 
     ```
     cdk synth <stack_id>
diff --git a/eventbridge-bedrock-s3-aoss/app.py b/eventbridge-bedrock-s3-aoss/app.py
index 4a6c33425..e210b8a50 100644
--- a/eventbridge-bedrock-s3-aoss/app.py
+++ b/eventbridge-bedrock-s3-aoss/app.py
@@ -1,7 +1,5 @@
 #!/usr/bin/env python3
 import os
-import random
-import string
 import aws_cdk as cdk
 from stacks.bedrock_knowledgebase_stack import BedrockKnowledgebaseStack
 from stacks.opensearch_serverless_stack import OpenSearchServerlessStack
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
new file mode 100644
index 000000000..c5b03b212
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
@@ -0,0 +1,18 @@
+Eve is written and maintained by Nicola Iarocci and various contributors:
+
+Development Lead
+````````````````
+
+- Nicola Iarocci <nicola@nicolaiarocci.com>
+
+Patches and Suggestions
+```````````````````````
+
+- Anfernee Jervis
+- Cailean Parker
+- Eric Smith
+- Evan Klitzke
+- Lucas Fernando Nunes
+- Michael Kennedy
+- Thomas Hanssen Nornes
+- Øyvind Heddeland Instefjord
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
new file mode 100644
index 000000000..afe9010b7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
@@ -0,0 +1,33 @@
+Copyright (c) 2017 by Nicola Iarocci and contributors.  See AUTHORS
+for more details.
+
+Some rights reserved.
+
+Redistribution and use in source and binary forms of the software as well
+as documentation, with or without modification, are permitted provided
+that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright
+  notice, this list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above
+  copyright notice, this list of conditions and the following
+  disclaimer in the documentation and/or other materials provided
+  with the distribution.
+
+* The names of the contributors may not be used to endorse or
+  promote products derived from this software without specific
+  prior written permission.
+
+THIS SOFTWARE AND DOCUMENTATION IS PROVIDED BY THE COPYRIGHT HOLDERS AND
+CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT
+NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
+OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE AND DOCUMENTATION, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
+DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
new file mode 100644
index 000000000..9c325251e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
@@ -0,0 +1,130 @@
+Metadata-Version: 2.1
+Name: Events
+Version: 0.5
+Summary: Bringing the elegance of C# EventHandler to Python
+Home-page: http://github.com/pyeve/events
+Author: Nicola Iarocci
+Author-email: nicola@nicolaiarocci.com
+License: BSD
+Platform: any
+Classifier: Development Status :: 4 - Beta
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.4
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Topic :: Software Development
+License-File: LICENSE
+License-File: AUTHORS
+
+Events 
+------
+
+The C# language provides a handy way to declare, subscribe to and fire events.
+Technically, an event is a "slot" where callback functions (event handlers) can
+be attached to - a process referred to as subscribing to an event. Here is
+a handy package that encapsulates the core to event subscription and event
+firing and feels like a "natural" part of the language.
+
+::
+ 
+    >>> def something_changed(reason): 
+    ...     print "something changed because %s" % reason 
+
+    >>> from events import Events
+    >>> events = Events()
+    >>> events.on_change += something_changed
+
+Multiple callback functions can subscribe to the same event. When the event is
+fired, all attached event handlers are invoked in sequence. To fire the event,
+perform a call on the slot: 
+
+::
+
+    >>> events.on_change('it had to happen')
+    'something changed because it had to happen'
+
+By default, Events does not check if an event can be subscribed to and fired.
+You can predefine events by subclassing Events and listing them. Attempts to
+subscribe to or fire an undefined event will raise an EventsException.
+
+::
+
+    >>> class MyEvents(Events):
+    ...     __events__ = ('on_this', 'on_that', )
+
+    >>> events = MyEvents()
+
+    # this will raise an EventsException as `on_change` is unknown to MyEvents:
+    >>> events.on_change += something_changed
+
+You can also predefine events for a single Events instance by passing an
+iterator to the constructor.
+
+::
+
+    >>> events = Events(('on_this', 'on_that'))
+
+    # this will raise an EventsException as `on_change` is unknown to events:
+    >>> events.on_change += something_changed
+
+
+Unsubscribing
+-------------
+There may come a time when you no longer want to be notified of an event. In
+this case, you unsubscribe in the natural counterpart to `+=` by using `-=`.
+
+::
+
+    # We no longer want to be notified, take us out of the event callback list
+    >>> events.on_change -= something_changed
+
+
+You may also want to unsubscribe for memory management reasons. The `Events()` instance
+will hold a reference `something_changed`. If this is a member method of an object,
+and the lifetime of the `Events()` instance is greater than that object, it will keep
+it around longer than would be the normal case.
+
+Documentation
+-------------
+Complete documentation is available at http://events.readthedocs.org
+
+Installing
+----------
+Events is on PyPI so all you need to do is:
+
+::
+
+    pip install events
+
+Testing
+-------
+Just run:
+
+::
+
+    python setup.py test
+
+Or use tox to test the package under all supported Pythons: 2.7, 3.4+
+
+Licensing
+----------
+Events is BSD licensed. See the LICENSE_ for details.
+
+Contributing
+------------
+Please see the `Contribution Guidelines`_.
+
+Attribution
+-----------
+Based on the excellent recipe by `Zoran Isailovski`_, Copyright (c) 2005.
+
+.. _`Contribution Guidelines`: https://github.com/pyeve/events/blob/master/CONTRIBUTING.rst
+.. _LICENSE: https://github.com/pyeve/events/blob/master/LICENSE 
+.. _`Zoran Isailovski`: http://code.activestate.com/recipes/410686/
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
new file mode 100644
index 000000000..c297d6c56
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
@@ -0,0 +1,15 @@
+Events-0.5.dist-info/AUTHORS,sha256=KrNix_TzJ5_bqpohnheSj_RtNdGNL5UUcSIcWjYFbWY,363
+Events-0.5.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+Events-0.5.dist-info/LICENSE,sha256=F75eab-KdESM-ikG-qm3n7AAqfBt7Re7mxUf9VOh8xM,1582
+Events-0.5.dist-info/METADATA,sha256=e0L-BkyHy_oNw2ICX5M51HJOLMFBJiuIXRqrSBG_Xps,3946
+Events-0.5.dist-info/RECORD,,
+Events-0.5.dist-info/WHEEL,sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18,92
+Events-0.5.dist-info/top_level.txt,sha256=NN1We94mMH6H4ZlvM9ciFeDVZzIic4v8JrqgZv3-rf0,7
+events/__init__.py,sha256=YID2JDUGaSVV7i5Z8z2xiSV9Nw-upHsQWQRCKEIOFBg,155
+events/__pycache__/__init__.cpython-311.pyc,,
+events/__pycache__/events.cpython-311.pyc,,
+events/events.py,sha256=khkrckY2l3mDm30KvyUdnMgdfLDvqZYurFFTBS-4B7U,3410
+events/tests/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+events/tests/__pycache__/__init__.cpython-311.pyc,,
+events/tests/__pycache__/tests.cpython-311.pyc,,
+events/tests/tests.py,sha256=Z71_dVnKLGkZ03YKGvuMbxwK8KOtjo9Tuf3atUDvuH4,5207
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
new file mode 100644
index 000000000..1f37c02f2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.40.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
new file mode 100644
index 000000000..49a967f60
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
@@ -0,0 +1 @@
+events
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer b/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
new file mode 100755
index 000000000..ca2fbb45f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
@@ -0,0 +1,8 @@
+#!/Users/rajavaid/projects/serverless-patterns/eventbridge-bedrock-s3-aoss/.venv/bin/python3.11
+# -*- coding: utf-8 -*-
+import re
+import sys
+from charset_normalizer.cli import cli_detect
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli_detect())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
new file mode 100644
index 000000000..62b076cde
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
@@ -0,0 +1,20 @@
+This package contains a modified version of ca-bundle.crt:
+
+ca-bundle.crt -- Bundle of CA Root Certificates
+
+This is a bundle of X.509 certificates of public Certificate Authorities
+(CA). These were automatically extracted from Mozilla's root certificates
+file (certdata.txt).  This file can be found in the mozilla source tree:
+https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
+It contains the certificates in PEM format and therefore
+can be directly used with curl / libcurl / php_curl, or with
+an Apache+mod_ssl webserver for SSL client authentication.
+Just configure this file as the SSLCACertificateFile.#
+
+***** BEGIN LICENSE BLOCK *****
+This Source Code Form is subject to the terms of the Mozilla Public License,
+v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
+one at http://mozilla.org/MPL/2.0/.
+
+***** END LICENSE BLOCK *****
+@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
new file mode 100644
index 000000000..5b357f5ff
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
@@ -0,0 +1,67 @@
+Metadata-Version: 2.1
+Name: certifi
+Version: 2024.7.4
+Summary: Python package for providing Mozilla's CA Bundle.
+Home-page: https://github.com/certifi/python-certifi
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.com
+License: MPL-2.0
+Project-URL: Source, https://github.com/certifi/python-certifi
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
+Classifier: Natural Language :: English
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Requires-Python: >=3.6
+License-File: LICENSE
+
+Certifi: Python SSL Certificates
+================================
+
+Certifi provides Mozilla's carefully curated collection of Root Certificates for
+validating the trustworthiness of SSL certificates while verifying the identity
+of TLS hosts. It has been extracted from the `Requests`_ project.
+
+Installation
+------------
+
+``certifi`` is available on PyPI. Simply install it with ``pip``::
+
+    $ pip install certifi
+
+Usage
+-----
+
+To reference the installed certificate authority (CA) bundle, you can use the
+built-in function::
+
+    >>> import certifi
+
+    >>> certifi.where()
+    '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
+
+Or from the command line::
+
+    $ python -m certifi
+    /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
+
+Enjoy!
+
+.. _`Requests`: https://requests.readthedocs.io/en/master/
+
+Addition/Removal of Certificates
+--------------------------------
+
+Certifi does not support any addition/removal or other modification of the
+CA trust store content. This project is intended to provide a reliable and
+highly portable root of trust to python deployments. Look to upstream projects
+for methods to use alternate trust.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
new file mode 100644
index 000000000..545e0ab3b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
@@ -0,0 +1,14 @@
+certifi-2024.7.4.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+certifi-2024.7.4.dist-info/LICENSE,sha256=6TcW2mucDVpKHfYP5pWzcPBpVgPSH2-D8FPkLPwQyvc,989
+certifi-2024.7.4.dist-info/METADATA,sha256=L9_EuPoQQvHFzxu03_ctaEZxhEty7inz569jGWjlLGo,2221
+certifi-2024.7.4.dist-info/RECORD,,
+certifi-2024.7.4.dist-info/WHEEL,sha256=y4mX-SOX4fYIkonsAGA5N0Oy-8_gI4FXw5HNI1xqvWg,91
+certifi-2024.7.4.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
+certifi/__init__.py,sha256=LHXz7E80YJYBzCBv6ZyidQ5-ciYSkSebpY2E5OM0l7o,94
+certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
+certifi/__pycache__/__init__.cpython-311.pyc,,
+certifi/__pycache__/__main__.cpython-311.pyc,,
+certifi/__pycache__/core.cpython-311.pyc,,
+certifi/cacert.pem,sha256=SIupYGAr8HzGP073rsEIaS_sQYIPwzKKjj894DgUmu4,291528
+certifi/core.py,sha256=qRDDFyXVJwTB_EmoGppaXU_R9qCZvhl-EzxPMuV3nTA,4426
+certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
new file mode 100644
index 000000000..564c6724e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (70.2.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
new file mode 100644
index 000000000..963eac530
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
@@ -0,0 +1 @@
+certifi
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
new file mode 100644
index 000000000..d321f1bc3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
@@ -0,0 +1,4 @@
+from .core import contents, where
+
+__all__ = ["contents", "where"]
+__version__ = "2024.07.04"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
new file mode 100644
index 000000000..8945b5da8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
@@ -0,0 +1,12 @@
+import argparse
+
+from certifi import contents, where
+
+parser = argparse.ArgumentParser()
+parser.add_argument("-c", "--contents", action="store_true")
+args = parser.parse_args()
+
+if args.contents:
+    print(contents())
+else:
+    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
new file mode 100644
index 000000000..a6581589b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
@@ -0,0 +1,4798 @@
+
+# Issuer: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Subject: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Label: "GlobalSign Root CA"
+# Serial: 4835703278459707669005204
+# MD5 Fingerprint: 3e:45:52:15:09:51:92:e1:b7:5d:37:9f:b1:87:29:8a
+# SHA1 Fingerprint: b1:bc:96:8b:d4:f4:9d:62:2a:a8:9a:81:f2:15:01:52:a4:1d:82:9c
+# SHA256 Fingerprint: eb:d4:10:40:e4:bb:3e:c7:42:c9:e3:81:d3:1e:f2:a4:1a:48:b6:68:5c:96:e7:ce:f3:c1:df:6c:d4:33:1c:99
+-----BEGIN CERTIFICATE-----
+MIIDdTCCAl2gAwIBAgILBAAAAAABFUtaw5QwDQYJKoZIhvcNAQEFBQAwVzELMAkG
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Subject: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Label: "Entrust.net Premium 2048 Secure Server CA"
+# Serial: 946069240
+# MD5 Fingerprint: ee:29:31:bc:32:7e:9a:e6:e8:b5:f7:51:b4:34:71:90
+# SHA1 Fingerprint: 50:30:06:09:1d:97:d4:f5:ae:39:f7:cb:e7:92:7d:7d:65:2d:34:31
+# SHA256 Fingerprint: 6d:c4:71:72:e0:1c:bc:b0:bf:62:58:0d:89:5f:e2:b8:ac:9a:d4:f8:73:80:1e:0c:10:b9:c8:37:d2:1e:b1:77
+-----BEGIN CERTIFICATE-----
+MIIEKjCCAxKgAwIBAgIEOGPe+DANBgkqhkiG9w0BAQUFADCBtDEUMBIGA1UEChML
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Subject: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Label: "Baltimore CyberTrust Root"
+# Serial: 33554617
+# MD5 Fingerprint: ac:b6:94:a5:9c:17:e0:d7:91:52:9b:b1:97:06:a6:e4
+# SHA1 Fingerprint: d4:de:20:d0:5e:66:fc:53:fe:1a:50:88:2c:78:db:28:52:ca:e4:74
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Subject: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Label: "Entrust Root Certification Authority"
+# Serial: 1164660820
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=AAA Certificate Services O=Comodo CA Limited
+# Subject: CN=AAA Certificate Services O=Comodo CA Limited
+# Label: "Comodo AAA Services root"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 2 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2"
+# Serial: 1289
+# MD5 Fingerprint: 5e:39:7b:dd:f8:ba:ec:82:e9:ac:62:ba:0c:54:00:2b
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3"
+# Serial: 1478
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Subject: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Label: "XRamp Global CA Root"
+# Serial: 107108908803651509692980124233745014957
+# MD5 Fingerprint: a1:0b:44:b3:ca:10:d8:00:6e:9d:0f:d8:0f:92:0a:d1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Subject: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Label: "Go Daddy Class 2 CA"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Subject: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Label: "Starfield Class 2 CA"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root CA"
+# Serial: 17154717934120587862167794914071425081
+# MD5 Fingerprint: 87:ce:0b:7b:2a:0e:49:00:e1:58:71:9b:37:a8:93:72
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root CA"
+# Serial: 10944719598952040374951832963794454346
+# MD5 Fingerprint: 79:e4:a9:84:0d:7d:3a:96:d7:c0:4f:e2:43:4c:89:2e
+# SHA1 Fingerprint: a8:98:5d:3a:65:e5:e5:c4:b2:d7:d6:6d:40:c6:dd:2f:b1:9c:54:36
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert High Assurance EV Root CA"
+# Serial: 3553400076410547919724730734378100087
+# MD5 Fingerprint: d4:74:de:57:5c:39:b2:d3:9c:85:83:c5:c0:65:49:8a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Label: "SwissSign Gold CA - G2"
+# Serial: 13492815561806991280
+# MD5 Fingerprint: 24:77:d9:a8:91:d1:3b:fa:88:2d:c2:ff:f8:cd:33:93
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Label: "SwissSign Silver CA - G2"
+# Serial: 5700383053117599563
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=SecureTrust CA O=SecureTrust Corporation
+# Subject: CN=SecureTrust CA O=SecureTrust Corporation
+# Label: "SecureTrust CA"
+# Serial: 17199774589125277788362757014266862032
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Secure Global CA O=SecureTrust Corporation
+# Subject: CN=Secure Global CA O=SecureTrust Corporation
+# Label: "Secure Global CA"
+# Serial: 9751836167731051554232119481456978597
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=COMODO Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO Certification Authority O=COMODO CA Limited
+# Label: "COMODO Certification Authority"
+# Serial: 104350513648249232941998508985834464573
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Label: "COMODO ECC Certification Authority"
+# Serial: 41578283867086692638256921589707938090
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certigna O=Dhimyotis
+# Subject: CN=Certigna O=Dhimyotis
+# Label: "Certigna"
+# Serial: 18364802974209362175
+# MD5 Fingerprint: ab:57:a6:5b:7d:42:82:19:b5:d8:58:26:28:5e:fd:ff
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Subject: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Label: "ePKI Root Certification Authority"
+# Serial: 28956088682735189655030529057352760477
+# MD5 Fingerprint: 1b:2e:00:ca:26:06:90:3d:ad:fe:6f:15:68:d3:6b:b3
+# SHA1 Fingerprint: 67:65:0d:f1:7e:8e:7e:5b:82:40:a4:f4:56:4b:cf:e2:3d:69:c6:f0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=certSIGN OU=certSIGN ROOT CA
+# Subject: O=certSIGN OU=certSIGN ROOT CA
+# Label: "certSIGN ROOT CA"
+# Serial: 35210227249154
+# MD5 Fingerprint: 18:98:c0:d6:e9:3a:fc:f9:b0:f5:0c:f7:4b:01:44:17
+# SHA1 Fingerprint: fa:b7:ee:36:97:26:62:fb:2d:b0:2a:f6:bf:03:fd:e8:7c:4b:2f:9b
+# SHA256 Fingerprint: ea:a9:62:c4:fa:4a:6b:af:eb:e4:15:19:6d:35:1c:cd:88:8d:4f:53:f3:fa:8a:e6:d7:c4:66:a9:4e:60:42:bb
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
+# Serial: 80544274841616
+# MD5 Fingerprint: c5:a1:b7:ff:73:dd:d6:d7:34:32:18:df:fc:3c:ad:88
+# SHA1 Fingerprint: 06:08:3f:59:3f:15:a1:04:a0:69:a4:6b:a9:03:d0:06:b7:97:09:91
+# SHA256 Fingerprint: 6c:61:da:c3:a2:de:f0:31:50:6b:e0:36:d2:a6:fe:40:19:94:fb:d1:3d:f9:c8:d4:66:59:92:74:c4:46:ec:98
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
+# Subject: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
+# Label: "SecureSign RootCA11"
+# Serial: 1
+# MD5 Fingerprint: b7:52:74:e2:92:b4:80:93:f2:75:e4:cc:d7:f2:ea:26
+# SHA1 Fingerprint: 3b:c4:9f:48:f8:f3:73:a0:9c:1e:bd:f8:5b:b1:c3:65:c7:d8:11:b3
+# SHA256 Fingerprint: bf:0f:ee:fb:9e:3a:58:1a:d5:f9:e9:db:75:89:98:57:43:d2:61:08:5c:4d:31:4f:6f:5d:72:59:aa:42:16:12
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsec e-Szigno Root CA 2009 O=Microsec Ltd.
+# Subject: CN=Microsec e-Szigno Root CA 2009 O=Microsec Ltd.
+# Label: "Microsec e-Szigno Root CA 2009"
+# Serial: 14014712776195784473
+# MD5 Fingerprint: f8:49:f4:03:bc:44:2d:83:be:48:69:7d:29:64:fc:b1
+# SHA1 Fingerprint: 89:df:74:fe:5c:f4:0f:4a:80:f9:e3:37:7d:54:da:91:e1:01:31:8e
+# SHA256 Fingerprint: 3c:5f:81:fe:a5:fa:b8:2c:64:bf:a2:ea:ec:af:cd:e8:e0:77:fc:86:20:a7:ca:e5:37:16:3d:f3:6e:db:f3:78
+-----BEGIN CERTIFICATE-----
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+# Label: "Go Daddy Root Certificate Authority - G2"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Subject: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Label: "Starfield Root Certificate Authority - G2"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=Starfield Services Root Certificate Authority - G2 O=Starfield Technologies, Inc.
+# Label: "Starfield Services Root Certificate Authority - G2"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=AffirmTrust Commercial O=AffirmTrust
+# Label: "AffirmTrust Commercial"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AffirmTrust Networking O=AffirmTrust
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+# Label: "AffirmTrust Networking"
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+# Issuer: CN=AffirmTrust Premium O=AffirmTrust
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+# Label: "AffirmTrust Premium"
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+# Issuer: CN=AffirmTrust Premium ECC O=AffirmTrust
+# Subject: CN=AffirmTrust Premium ECC O=AffirmTrust
+# Label: "AffirmTrust Premium ECC"
+# Serial: 8401224907861490260
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Network CA"
+# Serial: 279744
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Root Certification Authority"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Subject: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Label: "Security Communication RootCA2"
+# Serial: 0
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Subject: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Label: "Actalis Authentication Root CA"
+# Serial: 6271844772424770508
+# MD5 Fingerprint: 69:c1:0d:4f:07:a3:1b:c3:fe:56:3d:04:bc:11:f6:a6
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
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+# Label: "Buypass Class 2 Root CA"
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+# Issuer: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
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+# Label: "Buypass Class 3 Root CA"
+# Serial: 2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
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+# Label: "T-TeleSec GlobalRoot Class 3"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 2009"
+# Serial: 623603
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 EV 2009"
+# Serial: 623604
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=CA Disig Root R2 O=Disig a.s.
+# Subject: CN=CA Disig Root R2 O=Disig a.s.
+# Label: "CA Disig Root R2"
+# Serial: 10572350602393338211
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+-----BEGIN CERTIFICATE-----
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+# Label: "ACCVRAIZ1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Global Root CA"
+# Serial: 3262
+# MD5 Fingerprint: f9:03:7e:cf:e6:9e:3c:73:7a:2a:90:07:69:ff:2b:96
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Subject: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Label: "TeliaSonera Root CA v1"
+# Serial: 199041966741090107964904287217786801558
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 2"
+# Serial: 1
+# MD5 Fingerprint: 2b:9b:9e:e4:7b:6c:1f:00:72:1a:cc:c1:77:79:df:6a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot 2011 O=Atos
+# Subject: CN=Atos TrustedRoot 2011 O=Atos
+# Label: "Atos TrustedRoot 2011"
+# Serial: 6643877497813316402
+# MD5 Fingerprint: ae:b9:c4:32:4b:ac:7f:5d:66:cc:77:94:bb:2a:77:56
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 1 G3"
+# Serial: 687049649626669250736271037606554624078720034195
+# MD5 Fingerprint: a4:bc:5b:3f:fe:37:9a:fa:64:f0:e2:fa:05:3d:0b:ab
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2 G3"
+# Serial: 390156079458959257446133169266079962026824725800
+# MD5 Fingerprint: af:0c:86:6e:bf:40:2d:7f:0b:3e:12:50:ba:12:3d:06
+# SHA1 Fingerprint: 09:3c:61:f3:8b:8b:dc:7d:55:df:75:38:02:05:00:e1:25:f5:c8:36
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3 G3"
+# Serial: 268090761170461462463995952157327242137089239581
+# MD5 Fingerprint: df:7d:b9:ad:54:6f:68:a1:df:89:57:03:97:43:b0:d7
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G2"
+# Serial: 15385348160840213938643033620894905419
+# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
+# SHA1 Fingerprint: a1:4b:48:d9:43:ee:0a:0e:40:90:4f:3c:e0:a4:c0:91:93:51:5d:3f
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G3"
+# Serial: 15459312981008553731928384953135426796
+# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
+# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G2"
+# Serial: 4293743540046975378534879503202253541
+# MD5 Fingerprint: e4:a6:8a:c8:54:ac:52:42:46:0a:fd:72:48:1b:2a:44
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G3"
+# Serial: 7089244469030293291760083333884364146
+# MD5 Fingerprint: f5:5d:a4:50:a5:fb:28:7e:1e:0f:0d:cc:96:57:56:ca
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Trusted Root G4"
+# Serial: 7451500558977370777930084869016614236
+# MD5 Fingerprint: 78:f2:fc:aa:60:1f:2f:b4:eb:c9:37:ba:53:2e:75:49
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Label: "COMODO RSA Certification Authority"
+# Serial: 101909084537582093308941363524873193117
+# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
+# SHA1 Fingerprint: af:e5:d2:44:a8:d1:19:42:30:ff:47:9f:e2:f8:97:bb:cd:7a:8c:b4
+# SHA256 Fingerprint: 52:f0:e1:c4:e5:8e:c6:29:29:1b:60:31:7f:07:46:71:b8:5d:7e:a8:0d:5b:07:27:34:63:53:4b:32:b4:02:34
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Label: "USERTrust RSA Certification Authority"
+# Serial: 2645093764781058787591871645665788717
+# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Label: "USERTrust ECC Certification Authority"
+# Serial: 123013823720199481456569720443997572134
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Label: "GlobalSign ECC Root CA - R5"
+# Serial: 32785792099990507226680698011560947931244
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Label: "IdenTrust Commercial Root CA 1"
+# Serial: 13298821034946342390520003877796839426
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Label: "IdenTrust Public Sector Root CA 1"
+# Serial: 13298821034946342390521976156843933698
+# MD5 Fingerprint: 37:06:a5:b0:fc:89:9d:ba:f4:6b:8c:1a:64:cd:d5:ba
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G2"
+# Serial: 1246989352
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - EC1"
+# Serial: 51543124481930649114116133369
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Subject: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Label: "CFCA EV ROOT"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GB CA"
+# Serial: 157768595616588414422159278966750757568
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Subject: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
+# Label: "SZAFIR ROOT CA2"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Network CA 2 O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Network CA 2 O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Network CA 2"
+# Serial: 44979900017204383099463764357512596969
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Hellenic Academic and Research Institutions RootCA 2015 O=Hellenic Academic and Research Institutions Cert. Authority
+# Subject: CN=Hellenic Academic and Research Institutions RootCA 2015 O=Hellenic Academic and Research Institutions Cert. Authority
+# Label: "Hellenic Academic and Research Institutions RootCA 2015"
+# Serial: 0
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+
+# Issuer: CN=Amazon Root CA 1 O=Amazon
+# Subject: CN=Amazon Root CA 1 O=Amazon
+# Label: "Amazon Root CA 1"
+# Serial: 143266978916655856878034712317230054538369994
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Amazon Root CA 2 O=Amazon
+# Subject: CN=Amazon Root CA 2 O=Amazon
+# Label: "Amazon Root CA 2"
+# Serial: 143266982885963551818349160658925006970653239
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 3 O=Amazon
+# Subject: CN=Amazon Root CA 3 O=Amazon
+# Label: "Amazon Root CA 3"
+# Serial: 143266986699090766294700635381230934788665930
+# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
+# SHA1 Fingerprint: 0d:44:dd:8c:3c:8c:1a:1a:58:75:64:81:e9:0f:2e:2a:ff:b3:d2:6e
+# SHA256 Fingerprint: 18:ce:6c:fe:7b:f1:4e:60:b2:e3:47:b8:df:e8:68:cb:31:d0:2e:bb:3a:da:27:15:69:f5:03:43:b4:6d:b3:a4
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 4 O=Amazon
+# Subject: CN=Amazon Root CA 4 O=Amazon
+# Label: "Amazon Root CA 4"
+# Serial: 143266989758080763974105200630763877849284878
+# MD5 Fingerprint: 89:bc:27:d5:eb:17:8d:06:6a:69:d5:fd:89:47:b4:cd
+# SHA1 Fingerprint: f6:10:84:07:d6:f8:bb:67:98:0c:c2:e2:44:c2:eb:ae:1c:ef:63:be
+# SHA256 Fingerprint: e3:5d:28:41:9e:d0:20:25:cf:a6:90:38:cd:62:39:62:45:8d:a5:c6:95:fb:de:a3:c2:2b:0b:fb:25:89:70:92
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Subject: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
+# Serial: 1
+# MD5 Fingerprint: dc:00:81:dc:69:2f:3e:2f:b0:3b:f6:3d:5a:91:8e:49
+# SHA1 Fingerprint: 31:43:64:9b:ec:ce:27:ec:ed:3a:3f:0b:8f:0d:e4:e8:91:dd:ee:ca
+# SHA256 Fingerprint: 46:ed:c3:68:90:46:d5:3a:45:3f:b3:10:4a:b8:0d:ca:ec:65:8b:26:60:ea:16:29:dd:7e:86:79:90:64:87:16
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Label: "GDCA TrustAUTH R5 ROOT"
+# Serial: 9009899650740120186
+# MD5 Fingerprint: 63:cc:d9:3d:34:35:5c:6f:53:a3:e2:08:70:48:1f:b4
+# SHA1 Fingerprint: 0f:36:38:5b:81:1a:25:c3:9b:31:4e:83:ca:e9:34:66:70:cc:74:b4
+# SHA256 Fingerprint: bf:ff:8f:d0:44:33:48:7d:6a:8a:a6:0c:1a:29:76:7a:9f:c2:bb:b0:5e:42:0f:71:3a:13:b9:92:89:1d:38:93
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Label: "SSL.com Root Certification Authority RSA"
+# Serial: 8875640296558310041
+# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
+# SHA1 Fingerprint: b7:ab:33:08:d1:ea:44:77:ba:14:80:12:5a:6f:bd:a9:36:49:0c:bb
+# SHA256 Fingerprint: 85:66:6a:56:2e:e0:be:5c:e9:25:c1:d8:89:0a:6f:76:a8:7e:c1:6d:4d:7d:5f:29:ea:74:19:cf:20:12:3b:69
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com Root Certification Authority ECC"
+# Serial: 8495723813297216424
+# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
+# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
+# SHA256 Fingerprint: 34:17:bb:06:cc:60:07:da:1b:96:1c:92:0b:8a:b4:ce:3f:ad:82:0e:4a:a3:0b:9a:cb:c4:a7:4e:bd:ce:bc:65
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority RSA R2"
+# Serial: 6248227494352943350
+# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
+# SHA1 Fingerprint: 74:3a:f0:52:9b:d0:32:a0:f4:4a:83:cd:d4:ba:a9:7b:7c:2e:c4:9a
+# SHA256 Fingerprint: 2e:7b:f1:6c:c2:24:85:a7:bb:e2:aa:86:96:75:07:61:b0:ae:39:be:3b:2f:e9:d0:cc:6d:4e:f7:34:91:42:5c
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority ECC"
+# Serial: 3182246526754555285
+# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
+# SHA1 Fingerprint: 4c:dd:51:a3:d1:f5:20:32:14:b0:c6:c5:32:23:03:91:c7:46:42:6d
+# SHA256 Fingerprint: 22:a2:c1:f7:bd:ed:70:4c:c1:e7:01:b5:f4:08:c3:10:88:0f:e9:56:b5:de:2a:4a:44:f9:9c:87:3a:25:a7:c8
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Label: "GlobalSign Root CA - R6"
+# Serial: 1417766617973444989252670301619537
+# MD5 Fingerprint: 4f:dd:07:e4:d4:22:64:39:1e:0c:37:42:ea:d1:c6:ae
+# SHA1 Fingerprint: 80:94:64:0e:b5:a7:a1:ca:11:9c:1f:dd:d5:9f:81:02:63:a7:fb:d1
+# SHA256 Fingerprint: 2c:ab:ea:fe:37:d0:6c:a2:2a:ba:73:91:c0:03:3d:25:98:29:52:c4:53:64:73:49:76:3a:3a:b5:ad:6c:cf:69
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GC CA"
+# Serial: 44084345621038548146064804565436152554
+# MD5 Fingerprint: a9:d6:b9:2d:2f:93:64:f8:a5:69:ca:91:e9:68:07:23
+# SHA1 Fingerprint: e0:11:84:5e:34:de:be:88:81:b9:9c:f6:16:26:d1:96:1f:c3:b9:31
+# SHA256 Fingerprint: 85:60:f9:1c:36:24:da:ba:95:70:b5:fe:a0:db:e3:6f:f1:1a:83:23:be:94:86:85:4f:b3:f3:4a:55:71:19:8d
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=UCA Global G2 Root O=UniTrust
+# Subject: CN=UCA Global G2 Root O=UniTrust
+# Label: "UCA Global G2 Root"
+# Serial: 124779693093741543919145257850076631279
+# MD5 Fingerprint: 80:fe:f0:c4:4a:f0:5c:62:32:9f:1c:ba:78:a9:50:f8
+# SHA1 Fingerprint: 28:f9:78:16:19:7a:ff:18:25:18:aa:44:fe:c1:a0:ce:5c:b6:4c:8a
+# SHA256 Fingerprint: 9b:ea:11:c9:76:fe:01:47:64:c1:be:56:a6:f9:14:b5:a5:60:31:7a:bd:99:88:39:33:82:e5:16:1a:a0:49:3c
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=UCA Extended Validation Root O=UniTrust
+# Subject: CN=UCA Extended Validation Root O=UniTrust
+# Label: "UCA Extended Validation Root"
+# Serial: 106100277556486529736699587978573607008
+# MD5 Fingerprint: a1:f3:5f:43:c6:34:9b:da:bf:8c:7e:05:53:ad:96:e2
+# SHA1 Fingerprint: a3:a1:b0:6f:24:61:23:4a:e3:36:a5:c2:37:fc:a6:ff:dd:f0:d7:3a
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Subject: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Label: "Certigna Root CA"
+# Serial: 269714418870597844693661054334862075617
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign Root CA - G1"
+# Serial: 235931866688319308814040
+# MD5 Fingerprint: 9c:42:84:57:dd:cb:0b:a7:2e:95:ad:b6:f3:da:bc:ac
+# SHA1 Fingerprint: 8a:c7:ad:8f:73:ac:4e:c1:b5:75:4d:a5:40:f4:fc:cf:7c:b5:8e:8c
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign ECC Root CA - G3"
+# Serial: 287880440101571086945156
+# MD5 Fingerprint: ce:0b:72:d1:9f:88:8e:d0:50:03:e8:e3:b8:8b:67:40
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign Root CA - C1"
+# Serial: 825510296613316004955058
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+# SHA1 Fingerprint: e7:2e:f1:df:fc:b2:09:28:cf:5d:d4:d5:67:37:b1:51:cb:86:4f:01
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign ECC Root CA - C3"
+# Serial: 582948710642506000014504
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+# SHA1 Fingerprint: b6:af:43:c2:9b:81:53:7d:f6:ef:6b:c3:1f:1f:60:15:0c:ee:48:66
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Subject: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Label: "Hongkong Post Root CA 3"
+# Serial: 46170865288971385588281144162979347873371282084
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G4"
+# Serial: 289383649854506086828220374796556676440
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft ECC Root Certificate Authority 2017"
+# Serial: 136839042543790627607696632466672567020
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft RSA Root Certificate Authority 2017"
+# Serial: 40975477897264996090493496164228220339
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Subject: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Label: "e-Szigno Root CA 2017"
+# Serial: 411379200276854331539784714
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Subject: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Label: "certSIGN Root CA G2"
+# Serial: 313609486401300475190
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global Certification Authority"
+# Serial: 1846098327275375458322922162
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P256 Certification Authority"
+# Serial: 4151900041497450638097112925
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P384 Certification Authority"
+# Serial: 2704997926503831671788816187
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Label: "NAVER Global Root Certification Authority"
+# Serial: 9013692873798656336226253319739695165984492813
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Subject: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Label: "AC RAIZ FNMT-RCM SERVIDORES SEGUROS"
+# Serial: 131542671362353147877283741781055151509
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root R46"
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root E46"
+# Serial: 1552617690338932563915843282459653771421763
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Subject: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Label: "ANF Secure Server Root CA"
+# Serial: 996390341000653745
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum EC-384 CA"
+# Serial: 160250656287871593594747141429395092468
+# MD5 Fingerprint: b6:65:b3:96:60:97:12:a1:ec:4e:e1:3d:a3:c6:c9:f1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Root CA"
+# Serial: 40870380103424195783807378461123655149
+# MD5 Fingerprint: 51:e1:c2:e7:fe:4c:84:af:59:0e:2f:f4:54:6f:ea:29
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Subject: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Label: "TunTrust Root CA"
+# Serial: 108534058042236574382096126452369648152337120275
+# MD5 Fingerprint: 85:13:b9:90:5b:36:5c:b6:5e:b8:5a:f8:e0:31:57:b4
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS RSA Root CA 2021"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS ECC Root CA 2021"
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+# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Label: "Autoridad de Certificacion Firmaprofesional CIF A62634068"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus ECC Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Subject: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus Root CA"
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+
+# Issuer: CN=ISRG Root X2 O=Internet Security Research Group
+# Subject: CN=ISRG Root X2 O=Internet Security Research Group
+# Label: "ISRG Root X2"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Subject: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Label: "HiPKI Root CA - G1"
+# Serial: 60966262342023497858655262305426234976
+# MD5 Fingerprint: 69:45:df:16:65:4b:e8:68:9a:8f:76:5f:ff:80:9e:d3
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Label: "GlobalSign ECC Root CA - R4"
+# Serial: 159662223612894884239637590694
+# MD5 Fingerprint: 26:29:f8:6d:e1:88:bf:a2:65:7f:aa:c4:cd:0f:7f:fc
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GTS Root R1 O=Google Trust Services LLC
+# Subject: CN=GTS Root R1 O=Google Trust Services LLC
+# Label: "GTS Root R1"
+# Serial: 159662320309726417404178440727
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GTS Root R2 O=Google Trust Services LLC
+# Subject: CN=GTS Root R2 O=Google Trust Services LLC
+# Label: "GTS Root R2"
+# Serial: 159662449406622349769042896298
+# MD5 Fingerprint: 1e:39:c0:53:e6:1e:29:82:0b:ca:52:55:36:5d:57:dc
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
+# Subject: CN=GTS Root R3 O=Google Trust Services LLC
+# Label: "GTS Root R3"
+# Serial: 159662495401136852707857743206
+# MD5 Fingerprint: 3e:e7:9d:58:02:94:46:51:94:e5:e0:22:4a:8b:e7:73
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GTS Root R4 O=Google Trust Services LLC
+# Subject: CN=GTS Root R4 O=Google Trust Services LLC
+# Label: "GTS Root R4"
+# Serial: 159662532700760215368942768210
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Subject: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Label: "Telia Root CA v2"
+# Serial: 7288924052977061235122729490515358
+# MD5 Fingerprint: 0e:8f:ac:aa:82:df:85:b1:f4:dc:10:1c:fc:99:d9:48
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST BR Root CA 1 2020"
+# Serial: 165870826978392376648679885835942448534
+# MD5 Fingerprint: b5:aa:4b:d5:ed:f7:e3:55:2e:8f:72:0a:f3:75:b8:ed
+# SHA1 Fingerprint: 1f:5b:98:f0:e3:b5:f7:74:3c:ed:e6:b0:36:7d:32:cd:f4:09:41:67
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST EV Root CA 1 2020"
+# Serial: 126288379621884218666039612629459926992
+# MD5 Fingerprint: 8c:2d:9d:70:9f:48:99:11:06:11:fb:e9:cb:30:c0:6e
+# SHA1 Fingerprint: 61:db:8c:21:59:69:03:90:d8:7c:9c:12:86:54:cf:9d:3d:f4:dd:07
+# SHA256 Fingerprint: 08:17:0d:1a:a3:64:53:90:1a:2f:95:92:45:e3:47:db:0c:8d:37:ab:aa:bc:56:b8:1a:a1:00:dc:95:89:70:db
+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS ECC P384 Root G5"
+# Serial: 13129116028163249804115411775095713523
+# MD5 Fingerprint: d3:71:04:6a:43:1c:db:a6:59:e1:a8:a3:aa:c5:71:ed
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS RSA4096 Root G5"
+# Serial: 11930366277458970227240571539258396554
+# MD5 Fingerprint: ac:fe:f7:34:96:a9:f2:b3:b4:12:4b:e4:27:41:6f:e1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certainly Root R1 O=Certainly
+# Subject: CN=Certainly Root R1 O=Certainly
+# Label: "Certainly Root R1"
+# Serial: 188833316161142517227353805653483829216
+# MD5 Fingerprint: 07:70:d4:3e:82:87:a0:fa:33:36:13:f4:fa:33:e7:12
+# SHA1 Fingerprint: a0:50:ee:0f:28:71:f4:27:b2:12:6d:6f:50:96:25:ba:cc:86:42:af
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certainly Root E1 O=Certainly
+# Subject: CN=Certainly Root E1 O=Certainly
+# Label: "Certainly Root E1"
+# Serial: 8168531406727139161245376702891150584
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
+# Subject: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
+# Label: "Security Communication RootCA3"
+# Serial: 16247922307909811815
+# MD5 Fingerprint: 1c:9a:16:ff:9e:5c:e0:4d:8a:14:01:f4:35:5d:29:26
+# SHA1 Fingerprint: c3:03:c8:22:74:92:e5:61:a2:9c:5f:79:91:2b:1e:44:13:91:30:3a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Subject: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Label: "Security Communication ECC RootCA1"
+# Serial: 15446673492073852651
+# MD5 Fingerprint: 7e:43:b0:92:68:ec:05:43:4c:98:ab:5d:35:2e:7e:86
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=BJCA Global Root CA1 O=BEIJING CERTIFICATE AUTHORITY
+# Subject: CN=BJCA Global Root CA1 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA1"
+# Serial: 113562791157148395269083148143378328608
+# MD5 Fingerprint: 42:32:99:76:43:33:36:24:35:07:82:9b:28:f9:d0:90
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Subject: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA2"
+# Serial: 58605626836079930195615843123109055211
+# MD5 Fingerprint: 5e:0a:f6:47:5f:a6:14:e8:11:01:95:3f:4d:01:eb:3c
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root E46"
+# Serial: 88989738453351742415770396670917916916
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root R46"
+# Serial: 156256931880233212765902055439220583700
+# MD5 Fingerprint: 32:10:09:52:00:d5:7e:6c:43:df:15:c0:b1:16:93:e5
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS RSA Root CA 2022"
+# Serial: 148535279242832292258835760425842727825
+# MD5 Fingerprint: d8:4e:c6:59:30:d8:fe:a0:d6:7a:5a:2c:2c:69:78:da
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS ECC Root CA 2022"
+# Serial: 26605119622390491762507526719404364228
+# MD5 Fingerprint: 99:d7:5c:f1:51:36:cc:e9:ce:d9:19:2e:77:71:56:c5
+# SHA1 Fingerprint: 9f:5f:d9:1a:54:6d:f5:0c:71:f0:ee:7a:bd:17:49:98:84:73:e2:39
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA ECC TLS 2021"
+# Serial: 81873346711060652204712539181482831616
+# MD5 Fingerprint: 16:9f:ad:f1:70:ad:79:d6:ed:29:b4:d1:c5:79:70:a8
+# SHA1 Fingerprint: 9e:bc:75:10:42:b3:02:f3:81:f4:f7:30:62:d4:8f:c3:a7:51:b2:dd
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA RSA TLS 2021"
+# Serial: 111436099570196163832749341232207667876
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TrustAsia Global Root CA G3 O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia Global Root CA G3 O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia Global Root CA G3"
+# Serial: 576386314500428537169965010905813481816650257167
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia Global Root CA G4"
+# Serial: 451799571007117016466790293371524403291602933463
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=CommScope Public Trust ECC Root-01 O=CommScope
+# Subject: CN=CommScope Public Trust ECC Root-01 O=CommScope
+# Label: "CommScope Public Trust ECC Root-01"
+# Serial: 385011430473757362783587124273108818652468453534
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=CommScope Public Trust ECC Root-02 O=CommScope
+# Subject: CN=CommScope Public Trust ECC Root-02 O=CommScope
+# Label: "CommScope Public Trust ECC Root-02"
+# Serial: 234015080301808452132356021271193974922492992893
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=CommScope Public Trust RSA Root-01 O=CommScope
+# Subject: CN=CommScope Public Trust RSA Root-01 O=CommScope
+# Label: "CommScope Public Trust RSA Root-01"
+# Serial: 354030733275608256394402989253558293562031411421
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=CommScope Public Trust RSA Root-02 O=CommScope
+# Subject: CN=CommScope Public Trust RSA Root-02 O=CommScope
+# Label: "CommScope Public Trust RSA Root-02"
+# Serial: 480062499834624527752716769107743131258796508494
+# MD5 Fingerprint: e1:29:f9:62:7b:76:e2:96:6d:f3:d4:d7:0f:ae:1f:aa
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS ECC Root 2020"
+# Serial: 72082518505882327255703894282316633856
+# MD5 Fingerprint: c1:ab:fe:6a:10:2c:03:8d:bc:1c:22:32:c0:85:a7:fd
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS RSA Root 2023"
+# Serial: 44676229530606711399881795178081572759
+# MD5 Fingerprint: bf:5b:eb:54:40:cd:48:71:c4:20:8d:7d:de:0a:42:f2
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+-----BEGIN CERTIFICATE-----
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+GGah2XsjX/GO1WfoVNpbOms2b/mBsTNHM3dA+VKq3dSDz4V4mZqTuXNnQkYRIer+
+CqkbGmVps4+uFrb2S1ayLfmlyOw7YqPta9BO1UAJpB+Y1zqlklkg5LB9zVtzaL1t
+xKITDmcZuI1CfmwMmm6gJC3VRRvcxAIU/oVbZZfKTpBQCHpCNfnqwmbU+AGuHrS+
+w6jv/naaoqYfRvaE7fzbzsQCzndILIyy7MMAo+wsVRjBfhnu4S/yrYObnqsZ38aK
+L4x35bcF7DvB7L6Gs4a8wPfc5+pbrrLMtTWGS9DiP7bY+A4A7l3j941Y/8+LN+lj
+X273CXE2whJdV/LItM3z7gLfEdxquVeEHVlNjM7IDiPCtyaaEBRx/pOyiriA8A4Q
+ntOoUAw3gi/q4Iqd4Sw5/7W0cwDk90imc6y/st53BIe0o82bNSQ3+pCTE4FCxpgm
+dTdmQRCsu/WU48IxK63nI1bMNSWSs1A=
+-----END CERTIFICATE-----
+
+# Issuer: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
+# Subject: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
+# Label: "FIRMAPROFESIONAL CA ROOT-A WEB"
+# Serial: 65916896770016886708751106294915943533
+# MD5 Fingerprint: 82:b2:ad:45:00:82:b0:66:63:f8:5f:c3:67:4e:ce:a3
+# SHA1 Fingerprint: a8:31:11:74:a6:14:15:0d:ca:77:dd:0e:e4:0c:5d:58:fc:a0:72:a5
+# SHA256 Fingerprint: be:f2:56:da:f2:6e:9c:69:bd:ec:16:02:35:97:98:f3:ca:f7:18:21:a0:3e:01:82:57:c5:3c:65:61:7f:3d:4a
+-----BEGIN CERTIFICATE-----
+MIICejCCAgCgAwIBAgIQMZch7a+JQn81QYehZ1ZMbTAKBggqhkjOPQQDAzBuMQsw
+CQYDVQQGEwJFUzEcMBoGA1UECgwTRmlybWFwcm9mZXNpb25hbCBTQTEYMBYGA1UE
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+XSaQpYXFuXqUPoeovQA=
+-----END CERTIFICATE-----
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
new file mode 100644
index 000000000..91f538bb1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
@@ -0,0 +1,114 @@
+"""
+certifi.py
+~~~~~~~~~~
+
+This module returns the installation location of cacert.pem or its contents.
+"""
+import sys
+import atexit
+
+def exit_cacert_ctx() -> None:
+    _CACERT_CTX.__exit__(None, None, None)  # type: ignore[union-attr]
+
+
+if sys.version_info >= (3, 11):
+
+    from importlib.resources import as_file, files
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the file
+        # in cases where we're inside of a zipimport situation until someone
+        # actually calls where(), but we don't want to re-extract the file
+        # on every call of where(), so we'll do it once then store it in a
+        # global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you to
+            # manage the cleanup of this file, so it doesn't actually return a
+            # path, it returns a context manager that will give you the path
+            # when you enter it and will do any cleanup when you leave it. In
+            # the common case of not needing a temporary file, it will just
+            # return the file system location and the __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+            atexit.register(exit_cacert_ctx)
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
+
+elif sys.version_info >= (3, 7):
+
+    from importlib.resources import path as get_path, read_text
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the
+        # file in cases where we're inside of a zipimport situation until
+        # someone actually calls where(), but we don't want to re-extract
+        # the file on every call of where(), so we'll do it once then store
+        # it in a global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you
+            # to manage the cleanup of this file, so it doesn't actually
+            # return a path, it returns a context manager that will give
+            # you the path when you enter it and will do any cleanup when
+            # you leave it. In the common case of not needing a temporary
+            # file, it will just return the file system location and the
+            # __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = get_path("certifi", "cacert.pem")
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+            atexit.register(exit_cacert_ctx)
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
+
+else:
+    import os
+    import types
+    from typing import Union
+
+    Package = Union[types.ModuleType, str]
+    Resource = Union[str, "os.PathLike"]
+
+    # This fallback will work for Python versions prior to 3.7 that lack the
+    # importlib.resources module but relies on the existing `where` function
+    # so won't address issues with environments like PyOxidizer that don't set
+    # __file__ on modules.
+    def read_text(
+        package: Package,
+        resource: Resource,
+        encoding: str = 'utf-8',
+        errors: str = 'strict'
+    ) -> str:
+        with open(where(), encoding=encoding) as data:
+            return data.read()
+
+    # If we don't have importlib.resources, then we will just do the old logic
+    # of assuming we're on the filesystem and munge the path directly.
+    def where() -> str:
+        f = os.path.dirname(__file__)
+
+        return os.path.join(f, "cacert.pem")
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
new file mode 100644
index 000000000..ad82355b8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2019 TAHRI Ahmed R.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
new file mode 100644
index 000000000..822550e36
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
@@ -0,0 +1,683 @@
+Metadata-Version: 2.1
+Name: charset-normalizer
+Version: 3.3.2
+Summary: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+Home-page: https://github.com/Ousret/charset_normalizer
+Author: Ahmed TAHRI
+Author-email: ahmed.tahri@cloudnursery.dev
+License: MIT
+Project-URL: Bug Reports, https://github.com/Ousret/charset_normalizer/issues
+Project-URL: Documentation, https://charset-normalizer.readthedocs.io/en/latest
+Keywords: encoding,charset,charset-detector,detector,normalization,unicode,chardet,detect
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Intended Audience :: Developers
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Text Processing :: Linguistic
+Classifier: Topic :: Utilities
+Classifier: Typing :: Typed
+Requires-Python: >=3.7.0
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Provides-Extra: unicode_backport
+
+<h1 align="center">Charset Detection, for Everyone 👋</h1>
+
+<p align="center">
+  <sup>The Real First Universal Charset Detector</sup><br>
+  <a href="https://pypi.org/project/charset-normalizer">
+    <img src="https://img.shields.io/pypi/pyversions/charset_normalizer.svg?orange=blue" />
+  </a>
+  <a href="https://pepy.tech/project/charset-normalizer/">
+    <img alt="Download Count Total" src="https://static.pepy.tech/badge/charset-normalizer/month" />
+  </a>
+  <a href="https://bestpractices.coreinfrastructure.org/projects/7297">
+    <img src="https://bestpractices.coreinfrastructure.org/projects/7297/badge">
+  </a>
+</p>
+<p align="center">
+  <sup><i>Featured Packages</i></sup><br>
+  <a href="https://github.com/jawah/niquests">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Niquests-HTTP_1.1%2C%202%2C_and_3_Client-cyan">
+  </a>
+  <a href="https://github.com/jawah/wassima">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Wassima-Certifi_Killer-cyan">
+  </a>
+</p>
+<p align="center">
+  <sup><i>In other language (unofficial port - by the community)</i></sup><br>
+  <a href="https://github.com/nickspring/charset-normalizer-rs">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Rust-red">
+  </a>
+</p>
+
+> A library that helps you read text from an unknown charset encoding.<br /> Motivated by `chardet`,
+> I'm trying to resolve the issue by taking a new approach.
+> All IANA character set names for which the Python core library provides codecs are supported.
+
+<p align="center">
+  >>>>> <a href="https://charsetnormalizerweb.ousret.now.sh" target="_blank">👉 Try Me Online Now, Then Adopt Me 👈 </a> <<<<<
+</p>
+
+This project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.
+
+| Feature                                          | [Chardet](https://github.com/chardet/chardet) |                                         Charset Normalizer                                         | [cChardet](https://github.com/PyYoshi/cChardet) |
+|--------------------------------------------------|:---------------------------------------------:|:--------------------------------------------------------------------------------------------------:|:-----------------------------------------------:|
+| `Fast`                                           |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
+| `Universal**`                                    |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
+| `Reliable` **without** distinguishable standards |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
+| `Reliable` **with** distinguishable standards    |                       ✅                       |                                                 ✅                                                  |                        ✅                        |
+| `License`                                        |           LGPL-2.1<br>_restrictive_           |                                                MIT                                                 |            MPL-1.1<br>_restrictive_             |
+| `Native Python`                                  |                       ✅                       |                                                 ✅                                                  |                        ❌                        |
+| `Detect spoken language`                         |                       ❌                       |                                                 ✅                                                  |                       N/A                       |
+| `UnicodeDecodeError Safety`                      |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
+| `Whl Size (min)`                                 |                   193.6 kB                    |                                               42 kB                                                |                     ~200 kB                     |
+| `Supported Encoding`                             |                      33                       | 🎉 [99](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings) |                       40                        |
+
+<p align="center">
+<img src="https://i.imgflip.com/373iay.gif" alt="Reading Normalized Text" width="226"/><img src="https://media.tenor.com/images/c0180f70732a18b4965448d33adba3d0/tenor.gif" alt="Cat Reading Text" width="200"/>
+</p>
+
+*\*\* : They are clearly using specific code for a specific encoding even if covering most of used one*<br> 
+Did you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)
+
+## ⚡ Performance
+
+This package offer better performance than its counterpart Chardet. Here are some numbers.
+
+| Package                                       | Accuracy | Mean per file (ms) | File per sec (est) |
+|-----------------------------------------------|:--------:|:------------------:|:------------------:|
+| [chardet](https://github.com/chardet/chardet) |   86 %   |       200 ms       |     5 file/sec     |
+| charset-normalizer                            | **98 %** |     **10 ms**      |    100 file/sec    |
+
+| Package                                       | 99th percentile | 95th percentile | 50th percentile |
+|-----------------------------------------------|:---------------:|:---------------:|:---------------:|
+| [chardet](https://github.com/chardet/chardet) |     1200 ms     |     287 ms      |      23 ms      |
+| charset-normalizer                            |     100 ms      |      50 ms      |      5 ms       |
+
+Chardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.
+
+> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.
+> And yes, these results might change at any time. The dataset can be updated to include more files.
+> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.
+> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability
+> (eg. Supported Encoding) Challenge-them if you want.
+
+## ✨ Installation
+
+Using pip:
+
+```sh
+pip install charset-normalizer -U
+```
+
+## 🚀 Basic Usage
+
+### CLI
+This package comes with a CLI.
+
+```
+usage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]
+                  file [file ...]
+
+The Real First Universal Charset Detector. Discover originating encoding used
+on text file. Normalize text to unicode.
+
+positional arguments:
+  files                 File(s) to be analysed
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -v, --verbose         Display complementary information about file if any.
+                        Stdout will contain logs about the detection process.
+  -a, --with-alternative
+                        Output complementary possibilities if any. Top-level
+                        JSON WILL be a list.
+  -n, --normalize       Permit to normalize input file. If not set, program
+                        does not write anything.
+  -m, --minimal         Only output the charset detected to STDOUT. Disabling
+                        JSON output.
+  -r, --replace         Replace file when trying to normalize it instead of
+                        creating a new one.
+  -f, --force           Replace file without asking if you are sure, use this
+                        flag with caution.
+  -t THRESHOLD, --threshold THRESHOLD
+                        Define a custom maximum amount of chaos allowed in
+                        decoded content. 0. <= chaos <= 1.
+  --version             Show version information and exit.
+```
+
+```bash
+normalizer ./data/sample.1.fr.srt
+```
+
+or
+
+```bash
+python -m charset_normalizer ./data/sample.1.fr.srt
+```
+
+🎉 Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.
+
+```json
+{
+    "path": "/home/default/projects/charset_normalizer/data/sample.1.fr.srt",
+    "encoding": "cp1252",
+    "encoding_aliases": [
+        "1252",
+        "windows_1252"
+    ],
+    "alternative_encodings": [
+        "cp1254",
+        "cp1256",
+        "cp1258",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+        "mbcs"
+    ],
+    "language": "French",
+    "alphabets": [
+        "Basic Latin",
+        "Latin-1 Supplement"
+    ],
+    "has_sig_or_bom": false,
+    "chaos": 0.149,
+    "coherence": 97.152,
+    "unicode_path": null,
+    "is_preferred": true
+}
+```
+
+### Python
+*Just print out normalized text*
+```python
+from charset_normalizer import from_path
+
+results = from_path('./my_subtitle.srt')
+
+print(str(results.best()))
+```
+
+*Upgrade your code without effort*
+```python
+from charset_normalizer import detect
+```
+
+The above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.
+
+See the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)
+
+## 😇 Why
+
+When I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a
+reliable alternative using a completely different method. Also! I never back down on a good challenge!
+
+I **don't care** about the **originating charset** encoding, because **two different tables** can
+produce **two identical rendered string.**
+What I want is to get readable text, the best I can. 
+
+In a way, **I'm brute forcing text decoding.** How cool is that ? 😎
+
+Don't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.
+
+## 🍰 How
+
+  - Discard all charset encoding table that could not fit the binary content.
+  - Measure noise, or the mess once opened (by chunks) with a corresponding charset encoding.
+  - Extract matches with the lowest mess detected.
+  - Additionally, we measure coherence / probe for a language.
+
+**Wait a minute**, what is noise/mess and coherence according to **YOU ?**
+
+*Noise :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then
+**I established** some ground rules about **what is obvious** when **it seems like** a mess.
+ I know that my interpretation of what is noise is probably incomplete, feel free to contribute in order to
+ improve or rewrite it.
+
+*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought
+that intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.
+
+## ⚡ Known limitations
+
+  - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))
+  - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.
+
+## ⚠️ About Python EOLs
+
+**If you are running:**
+
+- Python >=2.7,<3.5: Unsupported
+- Python 3.5: charset-normalizer < 2.1
+- Python 3.6: charset-normalizer < 3.1
+- Python 3.7: charset-normalizer < 4.0
+
+Upgrade your Python interpreter as soon as possible.
+
+## 👤 Contributing
+
+Contributions, issues and feature requests are very much welcome.<br />
+Feel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.
+
+## 📝 License
+
+Copyright © [Ahmed TAHRI @Ousret](https://github.com/Ousret).<br />
+This project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.
+
+Characters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)
+
+## 💼 For Enterprise
+
+Professional support for charset-normalizer is available as part of the [Tidelift
+Subscription][1]. Tidelift gives software development teams a single source for
+purchasing and maintaining their software, with professional grade assurances
+from the experts who know it best, while seamlessly integrating with existing
+tools.
+
+[1]: https://tidelift.com/subscription/pkg/pypi-charset-normalizer?utm_source=pypi-charset-normalizer&utm_medium=readme
+
+# Changelog
+All notable changes to charset-normalizer will be documented in this file. This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
+
+## [3.3.2](https://github.com/Ousret/charset_normalizer/compare/3.3.1...3.3.2) (2023-10-31)
+
+### Fixed
+- Unintentional memory usage regression when using large payload that match several encoding (#376)
+- Regression on some detection case showcased in the documentation (#371)
+
+### Added
+- Noise (md) probe that identify malformed arabic representation due to the presence of letters in isolated form (credit to my wife)
+
+## [3.3.1](https://github.com/Ousret/charset_normalizer/compare/3.3.0...3.3.1) (2023-10-22)
+
+### Changed
+- Optional mypyc compilation upgraded to version 1.6.1 for Python >= 3.8
+- Improved the general detection reliability based on reports from the community
+
+## [3.3.0](https://github.com/Ousret/charset_normalizer/compare/3.2.0...3.3.0) (2023-09-30)
+
+### Added
+- Allow to execute the CLI (e.g. normalizer) through `python -m charset_normalizer.cli` or `python -m charset_normalizer`
+- Support for 9 forgotten encoding that are supported by Python but unlisted in `encoding.aliases` as they have no alias (#323)
+
+### Removed
+- (internal) Redundant utils.is_ascii function and unused function is_private_use_only
+- (internal) charset_normalizer.assets is moved inside charset_normalizer.constant
+
+### Changed
+- (internal) Unicode code blocks in constants are updated using the latest v15.0.0 definition to improve detection
+- Optional mypyc compilation upgraded to version 1.5.1 for Python >= 3.8
+
+### Fixed
+- Unable to properly sort CharsetMatch when both chaos/noise and coherence were close due to an unreachable condition in \_\_lt\_\_ (#350)
+
+## [3.2.0](https://github.com/Ousret/charset_normalizer/compare/3.1.0...3.2.0) (2023-06-07)
+
+### Changed
+- Typehint for function `from_path` no longer enforce `PathLike` as its first argument
+- Minor improvement over the global detection reliability
+
+### Added
+- Introduce function `is_binary` that relies on main capabilities, and optimized to detect binaries
+- Propagate `enable_fallback` argument throughout `from_bytes`, `from_path`, and `from_fp` that allow a deeper control over the detection (default True)
+- Explicit support for Python 3.12
+
+### Fixed
+- Edge case detection failure where a file would contain 'very-long' camel cased word (Issue #289)
+
+## [3.1.0](https://github.com/Ousret/charset_normalizer/compare/3.0.1...3.1.0) (2023-03-06)
+
+### Added
+- Argument `should_rename_legacy` for legacy function `detect` and disregard any new arguments without errors (PR #262)
+
+### Removed
+- Support for Python 3.6 (PR #260)
+
+### Changed
+- Optional speedup provided by mypy/c 1.0.1
+
+## [3.0.1](https://github.com/Ousret/charset_normalizer/compare/3.0.0...3.0.1) (2022-11-18)
+
+### Fixed
+- Multi-bytes cutter/chunk generator did not always cut correctly (PR #233)
+
+### Changed
+- Speedup provided by mypy/c 0.990 on Python >= 3.7
+
+## [3.0.0](https://github.com/Ousret/charset_normalizer/compare/2.1.1...3.0.0) (2022-10-20)
+
+### Added
+- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
+- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
+- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
+- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
+
+### Changed
+- Build with static metadata using 'build' frontend
+- Make the language detection stricter
+- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
+
+### Fixed
+- CLI with opt --normalize fail when using full path for files
+- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
+- Sphinx warnings when generating the documentation
+
+### Removed
+- Coherence detector no longer return 'Simple English' instead return 'English'
+- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
+- Breaking: Method `first()` and `best()` from CharsetMatch
+- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
+- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
+- Breaking: Top-level function `normalize`
+- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
+- Support for the backport `unicodedata2`
+
+## [3.0.0rc1](https://github.com/Ousret/charset_normalizer/compare/3.0.0b2...3.0.0rc1) (2022-10-18)
+
+### Added
+- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
+- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
+- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
+
+### Changed
+- Build with static metadata using 'build' frontend
+- Make the language detection stricter
+
+### Fixed
+- CLI with opt --normalize fail when using full path for files
+- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
+
+### Removed
+- Coherence detector no longer return 'Simple English' instead return 'English'
+- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
+
+## [3.0.0b2](https://github.com/Ousret/charset_normalizer/compare/3.0.0b1...3.0.0b2) (2022-08-21)
+
+### Added
+- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
+
+### Removed
+- Breaking: Method `first()` and `best()` from CharsetMatch
+- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
+
+### Fixed
+- Sphinx warnings when generating the documentation
+
+## [3.0.0b1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...3.0.0b1) (2022-08-15)
+
+### Changed
+- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
+
+### Removed
+- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
+- Breaking: Top-level function `normalize`
+- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
+- Support for the backport `unicodedata2`
+
+## [2.1.1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...2.1.1) (2022-08-19)
+
+### Deprecated
+- Function `normalize` scheduled for removal in 3.0
+
+### Changed
+- Removed useless call to decode in fn is_unprintable (#206)
+
+### Fixed
+- Third-party library (i18n xgettext) crashing not recognizing utf_8 (PEP 263) with underscore from [@aleksandernovikov](https://github.com/aleksandernovikov) (#204)
+
+## [2.1.0](https://github.com/Ousret/charset_normalizer/compare/2.0.12...2.1.0) (2022-06-19)
+
+### Added
+- Output the Unicode table version when running the CLI with `--version` (PR #194)
+
+### Changed
+- Re-use decoded buffer for single byte character sets from [@nijel](https://github.com/nijel) (PR #175)
+- Fixing some performance bottlenecks from [@deedy5](https://github.com/deedy5) (PR #183)
+
+### Fixed
+- Workaround potential bug in cpython with Zero Width No-Break Space located in Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space (PR #175)
+- CLI default threshold aligned with the API threshold from [@oleksandr-kuzmenko](https://github.com/oleksandr-kuzmenko) (PR #181)
+
+### Removed
+- Support for Python 3.5 (PR #192)
+
+### Deprecated
+- Use of backport unicodedata from `unicodedata2` as Python is quickly catching up, scheduled for removal in 3.0 (PR #194)
+
+## [2.0.12](https://github.com/Ousret/charset_normalizer/compare/2.0.11...2.0.12) (2022-02-12)
+
+### Fixed
+- ASCII miss-detection on rare cases (PR #170) 
+
+## [2.0.11](https://github.com/Ousret/charset_normalizer/compare/2.0.10...2.0.11) (2022-01-30)
+
+### Added
+- Explicit support for Python 3.11 (PR #164)
+
+### Changed
+- The logging behavior have been completely reviewed, now using only TRACE and DEBUG levels (PR #163 #165)
+
+## [2.0.10](https://github.com/Ousret/charset_normalizer/compare/2.0.9...2.0.10) (2022-01-04)
+
+### Fixed
+- Fallback match entries might lead to UnicodeDecodeError for large bytes sequence (PR #154)
+
+### Changed
+- Skipping the language-detection (CD) on ASCII (PR #155)
+
+## [2.0.9](https://github.com/Ousret/charset_normalizer/compare/2.0.8...2.0.9) (2021-12-03)
+
+### Changed
+- Moderating the logging impact (since 2.0.8) for specific environments (PR #147)
+
+### Fixed
+- Wrong logging level applied when setting kwarg `explain` to True (PR #146)
+
+## [2.0.8](https://github.com/Ousret/charset_normalizer/compare/2.0.7...2.0.8) (2021-11-24)
+### Changed
+- Improvement over Vietnamese detection (PR #126)
+- MD improvement on trailing data and long foreign (non-pure latin) data (PR #124)
+- Efficiency improvements in cd/alphabet_languages from [@adbar](https://github.com/adbar) (PR #122)
+- call sum() without an intermediary list following PEP 289 recommendations from [@adbar](https://github.com/adbar) (PR #129)
+- Code style as refactored by Sourcery-AI (PR #131) 
+- Minor adjustment on the MD around european words (PR #133)
+- Remove and replace SRTs from assets / tests (PR #139)
+- Initialize the library logger with a `NullHandler` by default from [@nmaynes](https://github.com/nmaynes) (PR #135)
+- Setting kwarg `explain` to True will add provisionally (bounded to function lifespan) a specific stream handler (PR #135)
+
+### Fixed
+- Fix large (misleading) sequence giving UnicodeDecodeError (PR #137)
+- Avoid using too insignificant chunk (PR #137)
+
+### Added
+- Add and expose function `set_logging_handler` to configure a specific StreamHandler from [@nmaynes](https://github.com/nmaynes) (PR #135)
+- Add `CHANGELOG.md` entries, format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) (PR #141)
+
+## [2.0.7](https://github.com/Ousret/charset_normalizer/compare/2.0.6...2.0.7) (2021-10-11)
+### Added
+- Add support for Kazakh (Cyrillic) language detection (PR #109)
+
+### Changed
+- Further, improve inferring the language from a given single-byte code page (PR #112)
+- Vainly trying to leverage PEP263 when PEP3120 is not supported (PR #116)
+- Refactoring for potential performance improvements in loops from [@adbar](https://github.com/adbar) (PR #113)
+- Various detection improvement (MD+CD) (PR #117)
+
+### Removed
+- Remove redundant logging entry about detected language(s) (PR #115)
+
+### Fixed
+- Fix a minor inconsistency between Python 3.5 and other versions regarding language detection (PR #117 #102)
+
+## [2.0.6](https://github.com/Ousret/charset_normalizer/compare/2.0.5...2.0.6) (2021-09-18)
+### Fixed
+- Unforeseen regression with the loss of the backward-compatibility with some older minor of Python 3.5.x (PR #100)
+- Fix CLI crash when using --minimal output in certain cases (PR #103)
+
+### Changed
+- Minor improvement to the detection efficiency (less than 1%) (PR #106 #101)
+
+## [2.0.5](https://github.com/Ousret/charset_normalizer/compare/2.0.4...2.0.5) (2021-09-14)
+### Changed
+- The project now comply with: flake8, mypy, isort and black to ensure a better overall quality (PR #81)
+- The BC-support with v1.x was improved, the old staticmethods are restored (PR #82)
+- The Unicode detection is slightly improved (PR #93)
+- Add syntax sugar \_\_bool\_\_ for results CharsetMatches list-container (PR #91)
+
+### Removed
+- The project no longer raise warning on tiny content given for detection, will be simply logged as warning instead (PR #92)
+
+### Fixed
+- In some rare case, the chunks extractor could cut in the middle of a multi-byte character and could mislead the mess detection (PR #95)
+- Some rare 'space' characters could trip up the UnprintablePlugin/Mess detection (PR #96)
+- The MANIFEST.in was not exhaustive (PR #78)
+
+## [2.0.4](https://github.com/Ousret/charset_normalizer/compare/2.0.3...2.0.4) (2021-07-30)
+### Fixed
+- The CLI no longer raise an unexpected exception when no encoding has been found (PR #70)
+- Fix accessing the 'alphabets' property when the payload contains surrogate characters (PR #68)
+- The logger could mislead (explain=True) on detected languages and the impact of one MBCS match (PR #72)
+- Submatch factoring could be wrong in rare edge cases (PR #72)
+- Multiple files given to the CLI were ignored when publishing results to STDOUT. (After the first path) (PR #72)
+- Fix line endings from CRLF to LF for certain project files (PR #67)
+
+### Changed
+- Adjust the MD to lower the sensitivity, thus improving the global detection reliability (PR #69 #76)
+- Allow fallback on specified encoding if any (PR #71)
+
+## [2.0.3](https://github.com/Ousret/charset_normalizer/compare/2.0.2...2.0.3) (2021-07-16)
+### Changed
+- Part of the detection mechanism has been improved to be less sensitive, resulting in more accurate detection results. Especially ASCII. (PR #63)
+- According to the community wishes, the detection will fall back on ASCII or UTF-8 in a last-resort case. (PR #64)
+
+## [2.0.2](https://github.com/Ousret/charset_normalizer/compare/2.0.1...2.0.2) (2021-07-15)
+### Fixed
+- Empty/Too small JSON payload miss-detection fixed. Report from [@tseaver](https://github.com/tseaver) (PR #59) 
+
+### Changed
+- Don't inject unicodedata2 into sys.modules from [@akx](https://github.com/akx) (PR #57)
+
+## [2.0.1](https://github.com/Ousret/charset_normalizer/compare/2.0.0...2.0.1) (2021-07-13)
+### Fixed
+- Make it work where there isn't a filesystem available, dropping assets frequencies.json. Report from [@sethmlarson](https://github.com/sethmlarson). (PR #55)
+- Using explain=False permanently disable the verbose output in the current runtime (PR #47)
+- One log entry (language target preemptive) was not show in logs when using explain=True (PR #47)
+- Fix undesired exception (ValueError) on getitem of instance CharsetMatches (PR #52)
+
+### Changed
+- Public function normalize default args values were not aligned with from_bytes (PR #53)
+
+### Added
+- You may now use charset aliases in cp_isolation and cp_exclusion arguments (PR #47)
+
+## [2.0.0](https://github.com/Ousret/charset_normalizer/compare/1.4.1...2.0.0) (2021-07-02)
+### Changed
+- 4x to 5 times faster than the previous 1.4.0 release. At least 2x faster than Chardet.
+- Accent has been made on UTF-8 detection, should perform rather instantaneous.
+- The backward compatibility with Chardet has been greatly improved. The legacy detect function returns an identical charset name whenever possible.
+- The detection mechanism has been slightly improved, now Turkish content is detected correctly (most of the time)
+- The program has been rewritten to ease the readability and maintainability. (+Using static typing)+
+- utf_7 detection has been reinstated.
+
+### Removed
+- This package no longer require anything when used with Python 3.5 (Dropped cached_property)
+- Removed support for these languages: Catalan, Esperanto, Kazakh, Baque, Volapük, Azeri, Galician, Nynorsk, Macedonian, and Serbocroatian.
+- The exception hook on UnicodeDecodeError has been removed.
+
+### Deprecated
+- Methods coherence_non_latin, w_counter, chaos_secondary_pass of the class CharsetMatch are now deprecated and scheduled for removal in v3.0
+
+### Fixed
+- The CLI output used the relative path of the file(s). Should be absolute.
+
+## [1.4.1](https://github.com/Ousret/charset_normalizer/compare/1.4.0...1.4.1) (2021-05-28)
+### Fixed
+- Logger configuration/usage no longer conflict with others (PR #44)
+
+## [1.4.0](https://github.com/Ousret/charset_normalizer/compare/1.3.9...1.4.0) (2021-05-21)
+### Removed
+- Using standard logging instead of using the package loguru.
+- Dropping nose test framework in favor of the maintained pytest.
+- Choose to not use dragonmapper package to help with gibberish Chinese/CJK text.
+- Require cached_property only for Python 3.5 due to constraint. Dropping for every other interpreter version.
+- Stop support for UTF-7 that does not contain a SIG.
+- Dropping PrettyTable, replaced with pure JSON output in CLI.
+
+### Fixed
+- BOM marker in a CharsetNormalizerMatch instance could be False in rare cases even if obviously present. Due to the sub-match factoring process.
+- Not searching properly for the BOM when trying utf32/16 parent codec.
+
+### Changed
+- Improving the package final size by compressing frequencies.json.
+- Huge improvement over the larges payload.
+
+### Added
+- CLI now produces JSON consumable output.
+- Return ASCII if given sequences fit. Given reasonable confidence.
+
+## [1.3.9](https://github.com/Ousret/charset_normalizer/compare/1.3.8...1.3.9) (2021-05-13)
+
+### Fixed
+- In some very rare cases, you may end up getting encode/decode errors due to a bad bytes payload (PR #40)
+
+## [1.3.8](https://github.com/Ousret/charset_normalizer/compare/1.3.7...1.3.8) (2021-05-12)
+
+### Fixed
+- Empty given payload for detection may cause an exception if trying to access the `alphabets` property. (PR #39)
+
+## [1.3.7](https://github.com/Ousret/charset_normalizer/compare/1.3.6...1.3.7) (2021-05-12)
+
+### Fixed
+- The legacy detect function should return UTF-8-SIG if sig is present in the payload. (PR #38)
+
+## [1.3.6](https://github.com/Ousret/charset_normalizer/compare/1.3.5...1.3.6) (2021-02-09)
+
+### Changed
+- Amend the previous release to allow prettytable 2.0 (PR #35)
+
+## [1.3.5](https://github.com/Ousret/charset_normalizer/compare/1.3.4...1.3.5) (2021-02-08)
+
+### Fixed
+- Fix error while using the package with a python pre-release interpreter (PR #33)
+
+### Changed
+- Dependencies refactoring, constraints revised.
+
+### Added
+- Add python 3.9 and 3.10 to the supported interpreters
+
+MIT License
+
+Copyright (c) 2019 TAHRI Ahmed R.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
new file mode 100644
index 000000000..1303d71c7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
@@ -0,0 +1,35 @@
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
new file mode 100644
index 000000000..a65e9b2f2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.41.2)
+Root-Is-Purelib: false
+Tag: cp311-cp311-macosx_10_9_x86_64
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
new file mode 100644
index 000000000..65619e73e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
@@ -0,0 +1,2 @@
+[console_scripts]
+normalizer = charset_normalizer.cli:cli_detect
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
new file mode 100644
index 000000000..66958f0a0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
@@ -0,0 +1 @@
+charset_normalizer
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
new file mode 100644
index 000000000..55991fc38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
@@ -0,0 +1,46 @@
+# -*- coding: utf-8 -*-
+"""
+Charset-Normalizer
+~~~~~~~~~~~~~~
+The Real First Universal Charset Detector.
+A library that helps you read text from an unknown charset encoding.
+Motivated by chardet, This package is trying to resolve the issue by taking a new approach.
+All IANA character set names for which the Python core library provides codecs are supported.
+
+Basic usage:
+   >>> from charset_normalizer import from_bytes
+   >>> results = from_bytes('Bсеки човек има право на образование. Oбразованието!'.encode('utf_8'))
+   >>> best_guess = results.best()
+   >>> str(best_guess)
+   'Bсеки човек има право на образование. Oбразованието!'
+
+Others methods and usages are available - see the full documentation
+at <https://github.com/Ousret/charset_normalizer>.
+:copyright: (c) 2021 by Ahmed TAHRI
+:license: MIT, see LICENSE for more details.
+"""
+import logging
+
+from .api import from_bytes, from_fp, from_path, is_binary
+from .legacy import detect
+from .models import CharsetMatch, CharsetMatches
+from .utils import set_logging_handler
+from .version import VERSION, __version__
+
+__all__ = (
+    "from_fp",
+    "from_path",
+    "from_bytes",
+    "is_binary",
+    "detect",
+    "CharsetMatch",
+    "CharsetMatches",
+    "__version__",
+    "VERSION",
+    "set_logging_handler",
+)
+
+# Attach a NullHandler to the top level logger by default
+# https://docs.python.org/3.3/howto/logging.html#configuring-logging-for-a-library
+
+logging.getLogger("charset_normalizer").addHandler(logging.NullHandler())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
new file mode 100644
index 000000000..beae2ef77
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
@@ -0,0 +1,4 @@
+from .cli import cli_detect
+
+if __name__ == "__main__":
+    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
new file mode 100644
index 000000000..0ba08e3a5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
@@ -0,0 +1,626 @@
+import logging
+from os import PathLike
+from typing import BinaryIO, List, Optional, Set, Union
+
+from .cd import (
+    coherence_ratio,
+    encoding_languages,
+    mb_encoding_languages,
+    merge_coherence_ratios,
+)
+from .constant import IANA_SUPPORTED, TOO_BIG_SEQUENCE, TOO_SMALL_SEQUENCE, TRACE
+from .md import mess_ratio
+from .models import CharsetMatch, CharsetMatches
+from .utils import (
+    any_specified_encoding,
+    cut_sequence_chunks,
+    iana_name,
+    identify_sig_or_bom,
+    is_cp_similar,
+    is_multi_byte_encoding,
+    should_strip_sig_or_bom,
+)
+
+# Will most likely be controversial
+# logging.addLevelName(TRACE, "TRACE")
+logger = logging.getLogger("charset_normalizer")
+explain_handler = logging.StreamHandler()
+explain_handler.setFormatter(
+    logging.Formatter("%(asctime)s | %(levelname)s | %(message)s")
+)
+
+
+def from_bytes(
+    sequences: Union[bytes, bytearray],
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.2,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Given a raw bytes sequence, return the best possibles charset usable to render str objects.
+    If there is no results, it is a strong indicator that the source is binary/not text.
+    By default, the process will extract 5 blocks of 512o each to assess the mess and coherence of a given sequence.
+    And will give up a particular code page after 20% of measured mess. Those criteria are customizable at will.
+
+    The preemptive behavior DOES NOT replace the traditional detection workflow, it prioritize a particular code page
+    but never take it for granted. Can improve the performance.
+
+    You may want to focus your attention to some code page or/and not others, use cp_isolation and cp_exclusion for that
+    purpose.
+
+    This function will strip the SIG in the payload/sequence every time except on UTF-16, UTF-32.
+    By default the library does not setup any handler other than the NullHandler, if you choose to set the 'explain'
+    toggle to True it will alter the logger configuration to add a StreamHandler that is suitable for debugging.
+    Custom logging format and handler can be set manually.
+    """
+
+    if not isinstance(sequences, (bytearray, bytes)):
+        raise TypeError(
+            "Expected object of type bytes or bytearray, got: {0}".format(
+                type(sequences)
+            )
+        )
+
+    if explain:
+        previous_logger_level: int = logger.level
+        logger.addHandler(explain_handler)
+        logger.setLevel(TRACE)
+
+    length: int = len(sequences)
+
+    if length == 0:
+        logger.debug("Encoding detection on empty bytes, assuming utf_8 intention.")
+        if explain:
+            logger.removeHandler(explain_handler)
+            logger.setLevel(previous_logger_level or logging.WARNING)
+        return CharsetMatches([CharsetMatch(sequences, "utf_8", 0.0, False, [], "")])
+
+    if cp_isolation is not None:
+        logger.log(
+            TRACE,
+            "cp_isolation is set. use this flag for debugging purpose. "
+            "limited list of encoding allowed : %s.",
+            ", ".join(cp_isolation),
+        )
+        cp_isolation = [iana_name(cp, False) for cp in cp_isolation]
+    else:
+        cp_isolation = []
+
+    if cp_exclusion is not None:
+        logger.log(
+            TRACE,
+            "cp_exclusion is set. use this flag for debugging purpose. "
+            "limited list of encoding excluded : %s.",
+            ", ".join(cp_exclusion),
+        )
+        cp_exclusion = [iana_name(cp, False) for cp in cp_exclusion]
+    else:
+        cp_exclusion = []
+
+    if length <= (chunk_size * steps):
+        logger.log(
+            TRACE,
+            "override steps (%i) and chunk_size (%i) as content does not fit (%i byte(s) given) parameters.",
+            steps,
+            chunk_size,
+            length,
+        )
+        steps = 1
+        chunk_size = length
+
+    if steps > 1 and length / steps < chunk_size:
+        chunk_size = int(length / steps)
+
+    is_too_small_sequence: bool = len(sequences) < TOO_SMALL_SEQUENCE
+    is_too_large_sequence: bool = len(sequences) >= TOO_BIG_SEQUENCE
+
+    if is_too_small_sequence:
+        logger.log(
+            TRACE,
+            "Trying to detect encoding from a tiny portion of ({}) byte(s).".format(
+                length
+            ),
+        )
+    elif is_too_large_sequence:
+        logger.log(
+            TRACE,
+            "Using lazy str decoding because the payload is quite large, ({}) byte(s).".format(
+                length
+            ),
+        )
+
+    prioritized_encodings: List[str] = []
+
+    specified_encoding: Optional[str] = (
+        any_specified_encoding(sequences) if preemptive_behaviour else None
+    )
+
+    if specified_encoding is not None:
+        prioritized_encodings.append(specified_encoding)
+        logger.log(
+            TRACE,
+            "Detected declarative mark in sequence. Priority +1 given for %s.",
+            specified_encoding,
+        )
+
+    tested: Set[str] = set()
+    tested_but_hard_failure: List[str] = []
+    tested_but_soft_failure: List[str] = []
+
+    fallback_ascii: Optional[CharsetMatch] = None
+    fallback_u8: Optional[CharsetMatch] = None
+    fallback_specified: Optional[CharsetMatch] = None
+
+    results: CharsetMatches = CharsetMatches()
+
+    sig_encoding, sig_payload = identify_sig_or_bom(sequences)
+
+    if sig_encoding is not None:
+        prioritized_encodings.append(sig_encoding)
+        logger.log(
+            TRACE,
+            "Detected a SIG or BOM mark on first %i byte(s). Priority +1 given for %s.",
+            len(sig_payload),
+            sig_encoding,
+        )
+
+    prioritized_encodings.append("ascii")
+
+    if "utf_8" not in prioritized_encodings:
+        prioritized_encodings.append("utf_8")
+
+    for encoding_iana in prioritized_encodings + IANA_SUPPORTED:
+        if cp_isolation and encoding_iana not in cp_isolation:
+            continue
+
+        if cp_exclusion and encoding_iana in cp_exclusion:
+            continue
+
+        if encoding_iana in tested:
+            continue
+
+        tested.add(encoding_iana)
+
+        decoded_payload: Optional[str] = None
+        bom_or_sig_available: bool = sig_encoding == encoding_iana
+        strip_sig_or_bom: bool = bom_or_sig_available and should_strip_sig_or_bom(
+            encoding_iana
+        )
+
+        if encoding_iana in {"utf_16", "utf_32"} and not bom_or_sig_available:
+            logger.log(
+                TRACE,
+                "Encoding %s won't be tested as-is because it require a BOM. Will try some sub-encoder LE/BE.",
+                encoding_iana,
+            )
+            continue
+        if encoding_iana in {"utf_7"} and not bom_or_sig_available:
+            logger.log(
+                TRACE,
+                "Encoding %s won't be tested as-is because detection is unreliable without BOM/SIG.",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            is_multi_byte_decoder: bool = is_multi_byte_encoding(encoding_iana)
+        except (ModuleNotFoundError, ImportError):
+            logger.log(
+                TRACE,
+                "Encoding %s does not provide an IncrementalDecoder",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            if is_too_large_sequence and is_multi_byte_decoder is False:
+                str(
+                    sequences[: int(50e4)]
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) : int(50e4)],
+                    encoding=encoding_iana,
+                )
+            else:
+                decoded_payload = str(
+                    sequences
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) :],
+                    encoding=encoding_iana,
+                )
+        except (UnicodeDecodeError, LookupError) as e:
+            if not isinstance(e, LookupError):
+                logger.log(
+                    TRACE,
+                    "Code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+            tested_but_hard_failure.append(encoding_iana)
+            continue
+
+        similar_soft_failure_test: bool = False
+
+        for encoding_soft_failed in tested_but_soft_failure:
+            if is_cp_similar(encoding_iana, encoding_soft_failed):
+                similar_soft_failure_test = True
+                break
+
+        if similar_soft_failure_test:
+            logger.log(
+                TRACE,
+                "%s is deemed too similar to code page %s and was consider unsuited already. Continuing!",
+                encoding_iana,
+                encoding_soft_failed,
+            )
+            continue
+
+        r_ = range(
+            0 if not bom_or_sig_available else len(sig_payload),
+            length,
+            int(length / steps),
+        )
+
+        multi_byte_bonus: bool = (
+            is_multi_byte_decoder
+            and decoded_payload is not None
+            and len(decoded_payload) < length
+        )
+
+        if multi_byte_bonus:
+            logger.log(
+                TRACE,
+                "Code page %s is a multi byte encoding table and it appear that at least one character "
+                "was encoded using n-bytes.",
+                encoding_iana,
+            )
+
+        max_chunk_gave_up: int = int(len(r_) / 4)
+
+        max_chunk_gave_up = max(max_chunk_gave_up, 2)
+        early_stop_count: int = 0
+        lazy_str_hard_failure = False
+
+        md_chunks: List[str] = []
+        md_ratios = []
+
+        try:
+            for chunk in cut_sequence_chunks(
+                sequences,
+                encoding_iana,
+                r_,
+                chunk_size,
+                bom_or_sig_available,
+                strip_sig_or_bom,
+                sig_payload,
+                is_multi_byte_decoder,
+                decoded_payload,
+            ):
+                md_chunks.append(chunk)
+
+                md_ratios.append(
+                    mess_ratio(
+                        chunk,
+                        threshold,
+                        explain is True and 1 <= len(cp_isolation) <= 2,
+                    )
+                )
+
+                if md_ratios[-1] >= threshold:
+                    early_stop_count += 1
+
+                if (early_stop_count >= max_chunk_gave_up) or (
+                    bom_or_sig_available and strip_sig_or_bom is False
+                ):
+                    break
+        except (
+            UnicodeDecodeError
+        ) as e:  # Lazy str loading may have missed something there
+            logger.log(
+                TRACE,
+                "LazyStr Loading: After MD chunk decode, code page %s does not fit given bytes sequence at ALL. %s",
+                encoding_iana,
+                str(e),
+            )
+            early_stop_count = max_chunk_gave_up
+            lazy_str_hard_failure = True
+
+        # We might want to check the sequence again with the whole content
+        # Only if initial MD tests passes
+        if (
+            not lazy_str_hard_failure
+            and is_too_large_sequence
+            and not is_multi_byte_decoder
+        ):
+            try:
+                sequences[int(50e3) :].decode(encoding_iana, errors="strict")
+            except UnicodeDecodeError as e:
+                logger.log(
+                    TRACE,
+                    "LazyStr Loading: After final lookup, code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+                tested_but_hard_failure.append(encoding_iana)
+                continue
+
+        mean_mess_ratio: float = sum(md_ratios) / len(md_ratios) if md_ratios else 0.0
+        if mean_mess_ratio >= threshold or early_stop_count >= max_chunk_gave_up:
+            tested_but_soft_failure.append(encoding_iana)
+            logger.log(
+                TRACE,
+                "%s was excluded because of initial chaos probing. Gave up %i time(s). "
+                "Computed mean chaos is %f %%.",
+                encoding_iana,
+                early_stop_count,
+                round(mean_mess_ratio * 100, ndigits=3),
+            )
+            # Preparing those fallbacks in case we got nothing.
+            if (
+                enable_fallback
+                and encoding_iana in ["ascii", "utf_8", specified_encoding]
+                and not lazy_str_hard_failure
+            ):
+                fallback_entry = CharsetMatch(
+                    sequences, encoding_iana, threshold, False, [], decoded_payload
+                )
+                if encoding_iana == specified_encoding:
+                    fallback_specified = fallback_entry
+                elif encoding_iana == "ascii":
+                    fallback_ascii = fallback_entry
+                else:
+                    fallback_u8 = fallback_entry
+            continue
+
+        logger.log(
+            TRACE,
+            "%s passed initial chaos probing. Mean measured chaos is %f %%",
+            encoding_iana,
+            round(mean_mess_ratio * 100, ndigits=3),
+        )
+
+        if not is_multi_byte_decoder:
+            target_languages: List[str] = encoding_languages(encoding_iana)
+        else:
+            target_languages = mb_encoding_languages(encoding_iana)
+
+        if target_languages:
+            logger.log(
+                TRACE,
+                "{} should target any language(s) of {}".format(
+                    encoding_iana, str(target_languages)
+                ),
+            )
+
+        cd_ratios = []
+
+        # We shall skip the CD when its about ASCII
+        # Most of the time its not relevant to run "language-detection" on it.
+        if encoding_iana != "ascii":
+            for chunk in md_chunks:
+                chunk_languages = coherence_ratio(
+                    chunk,
+                    language_threshold,
+                    ",".join(target_languages) if target_languages else None,
+                )
+
+                cd_ratios.append(chunk_languages)
+
+        cd_ratios_merged = merge_coherence_ratios(cd_ratios)
+
+        if cd_ratios_merged:
+            logger.log(
+                TRACE,
+                "We detected language {} using {}".format(
+                    cd_ratios_merged, encoding_iana
+                ),
+            )
+
+        results.append(
+            CharsetMatch(
+                sequences,
+                encoding_iana,
+                mean_mess_ratio,
+                bom_or_sig_available,
+                cd_ratios_merged,
+                decoded_payload,
+            )
+        )
+
+        if (
+            encoding_iana in [specified_encoding, "ascii", "utf_8"]
+            and mean_mess_ratio < 0.1
+        ):
+            logger.debug(
+                "Encoding detection: %s is most likely the one.", encoding_iana
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+        if encoding_iana == sig_encoding:
+            logger.debug(
+                "Encoding detection: %s is most likely the one as we detected a BOM or SIG within "
+                "the beginning of the sequence.",
+                encoding_iana,
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+    if len(results) == 0:
+        if fallback_u8 or fallback_ascii or fallback_specified:
+            logger.log(
+                TRACE,
+                "Nothing got out of the detection process. Using ASCII/UTF-8/Specified fallback.",
+            )
+
+        if fallback_specified:
+            logger.debug(
+                "Encoding detection: %s will be used as a fallback match",
+                fallback_specified.encoding,
+            )
+            results.append(fallback_specified)
+        elif (
+            (fallback_u8 and fallback_ascii is None)
+            or (
+                fallback_u8
+                and fallback_ascii
+                and fallback_u8.fingerprint != fallback_ascii.fingerprint
+            )
+            or (fallback_u8 is not None)
+        ):
+            logger.debug("Encoding detection: utf_8 will be used as a fallback match")
+            results.append(fallback_u8)
+        elif fallback_ascii:
+            logger.debug("Encoding detection: ascii will be used as a fallback match")
+            results.append(fallback_ascii)
+
+    if results:
+        logger.debug(
+            "Encoding detection: Found %s as plausible (best-candidate) for content. With %i alternatives.",
+            results.best().encoding,  # type: ignore
+            len(results) - 1,
+        )
+    else:
+        logger.debug("Encoding detection: Unable to determine any suitable charset.")
+
+    if explain:
+        logger.removeHandler(explain_handler)
+        logger.setLevel(previous_logger_level)
+
+    return results
+
+
+def from_fp(
+    fp: BinaryIO,
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but using a file pointer that is already ready.
+    Will not close the file pointer.
+    """
+    return from_bytes(
+        fp.read(),
+        steps,
+        chunk_size,
+        threshold,
+        cp_isolation,
+        cp_exclusion,
+        preemptive_behaviour,
+        explain,
+        language_threshold,
+        enable_fallback,
+    )
+
+
+def from_path(
+    path: Union[str, bytes, PathLike],  # type: ignore[type-arg]
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but with one extra step. Opening and reading given file path in binary mode.
+    Can raise IOError.
+    """
+    with open(path, "rb") as fp:
+        return from_fp(
+            fp,
+            steps,
+            chunk_size,
+            threshold,
+            cp_isolation,
+            cp_exclusion,
+            preemptive_behaviour,
+            explain,
+            language_threshold,
+            enable_fallback,
+        )
+
+
+def is_binary(
+    fp_or_path_or_payload: Union[PathLike, str, BinaryIO, bytes],  # type: ignore[type-arg]
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = False,
+) -> bool:
+    """
+    Detect if the given input (file, bytes, or path) points to a binary file. aka. not a string.
+    Based on the same main heuristic algorithms and default kwargs at the sole exception that fallbacks match
+    are disabled to be stricter around ASCII-compatible but unlikely to be a string.
+    """
+    if isinstance(fp_or_path_or_payload, (str, PathLike)):
+        guesses = from_path(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+    elif isinstance(
+        fp_or_path_or_payload,
+        (
+            bytes,
+            bytearray,
+        ),
+    ):
+        guesses = from_bytes(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+    else:
+        guesses = from_fp(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+
+    return not guesses
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
new file mode 100644
index 000000000..4ea6760c4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
@@ -0,0 +1,395 @@
+import importlib
+from codecs import IncrementalDecoder
+from collections import Counter
+from functools import lru_cache
+from typing import Counter as TypeCounter, Dict, List, Optional, Tuple
+
+from .constant import (
+    FREQUENCIES,
+    KO_NAMES,
+    LANGUAGE_SUPPORTED_COUNT,
+    TOO_SMALL_SEQUENCE,
+    ZH_NAMES,
+)
+from .md import is_suspiciously_successive_range
+from .models import CoherenceMatches
+from .utils import (
+    is_accentuated,
+    is_latin,
+    is_multi_byte_encoding,
+    is_unicode_range_secondary,
+    unicode_range,
+)
+
+
+def encoding_unicode_range(iana_name: str) -> List[str]:
+    """
+    Return associated unicode ranges in a single byte code page.
+    """
+    if is_multi_byte_encoding(iana_name):
+        raise IOError("Function not supported on multi-byte code page")
+
+    decoder = importlib.import_module(
+        "encodings.{}".format(iana_name)
+    ).IncrementalDecoder
+
+    p: IncrementalDecoder = decoder(errors="ignore")
+    seen_ranges: Dict[str, int] = {}
+    character_count: int = 0
+
+    for i in range(0x40, 0xFF):
+        chunk: str = p.decode(bytes([i]))
+
+        if chunk:
+            character_range: Optional[str] = unicode_range(chunk)
+
+            if character_range is None:
+                continue
+
+            if is_unicode_range_secondary(character_range) is False:
+                if character_range not in seen_ranges:
+                    seen_ranges[character_range] = 0
+                seen_ranges[character_range] += 1
+                character_count += 1
+
+    return sorted(
+        [
+            character_range
+            for character_range in seen_ranges
+            if seen_ranges[character_range] / character_count >= 0.15
+        ]
+    )
+
+
+def unicode_range_languages(primary_range: str) -> List[str]:
+    """
+    Return inferred languages used with a unicode range.
+    """
+    languages: List[str] = []
+
+    for language, characters in FREQUENCIES.items():
+        for character in characters:
+            if unicode_range(character) == primary_range:
+                languages.append(language)
+                break
+
+    return languages
+
+
+@lru_cache()
+def encoding_languages(iana_name: str) -> List[str]:
+    """
+    Single-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    unicode_ranges: List[str] = encoding_unicode_range(iana_name)
+    primary_range: Optional[str] = None
+
+    for specified_range in unicode_ranges:
+        if "Latin" not in specified_range:
+            primary_range = specified_range
+            break
+
+    if primary_range is None:
+        return ["Latin Based"]
+
+    return unicode_range_languages(primary_range)
+
+
+@lru_cache()
+def mb_encoding_languages(iana_name: str) -> List[str]:
+    """
+    Multi-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    if (
+        iana_name.startswith("shift_")
+        or iana_name.startswith("iso2022_jp")
+        or iana_name.startswith("euc_j")
+        or iana_name == "cp932"
+    ):
+        return ["Japanese"]
+    if iana_name.startswith("gb") or iana_name in ZH_NAMES:
+        return ["Chinese"]
+    if iana_name.startswith("iso2022_kr") or iana_name in KO_NAMES:
+        return ["Korean"]
+
+    return []
+
+
+@lru_cache(maxsize=LANGUAGE_SUPPORTED_COUNT)
+def get_target_features(language: str) -> Tuple[bool, bool]:
+    """
+    Determine main aspects from a supported language if it contains accents and if is pure Latin.
+    """
+    target_have_accents: bool = False
+    target_pure_latin: bool = True
+
+    for character in FREQUENCIES[language]:
+        if not target_have_accents and is_accentuated(character):
+            target_have_accents = True
+        if target_pure_latin and is_latin(character) is False:
+            target_pure_latin = False
+
+    return target_have_accents, target_pure_latin
+
+
+def alphabet_languages(
+    characters: List[str], ignore_non_latin: bool = False
+) -> List[str]:
+    """
+    Return associated languages associated to given characters.
+    """
+    languages: List[Tuple[str, float]] = []
+
+    source_have_accents = any(is_accentuated(character) for character in characters)
+
+    for language, language_characters in FREQUENCIES.items():
+        target_have_accents, target_pure_latin = get_target_features(language)
+
+        if ignore_non_latin and target_pure_latin is False:
+            continue
+
+        if target_have_accents is False and source_have_accents:
+            continue
+
+        character_count: int = len(language_characters)
+
+        character_match_count: int = len(
+            [c for c in language_characters if c in characters]
+        )
+
+        ratio: float = character_match_count / character_count
+
+        if ratio >= 0.2:
+            languages.append((language, ratio))
+
+    languages = sorted(languages, key=lambda x: x[1], reverse=True)
+
+    return [compatible_language[0] for compatible_language in languages]
+
+
+def characters_popularity_compare(
+    language: str, ordered_characters: List[str]
+) -> float:
+    """
+    Determine if a ordered characters list (by occurrence from most appearance to rarest) match a particular language.
+    The result is a ratio between 0. (absolutely no correspondence) and 1. (near perfect fit).
+    Beware that is function is not strict on the match in order to ease the detection. (Meaning close match is 1.)
+    """
+    if language not in FREQUENCIES:
+        raise ValueError("{} not available".format(language))
+
+    character_approved_count: int = 0
+    FREQUENCIES_language_set = set(FREQUENCIES[language])
+
+    ordered_characters_count: int = len(ordered_characters)
+    target_language_characters_count: int = len(FREQUENCIES[language])
+
+    large_alphabet: bool = target_language_characters_count > 26
+
+    for character, character_rank in zip(
+        ordered_characters, range(0, ordered_characters_count)
+    ):
+        if character not in FREQUENCIES_language_set:
+            continue
+
+        character_rank_in_language: int = FREQUENCIES[language].index(character)
+        expected_projection_ratio: float = (
+            target_language_characters_count / ordered_characters_count
+        )
+        character_rank_projection: int = int(character_rank * expected_projection_ratio)
+
+        if (
+            large_alphabet is False
+            and abs(character_rank_projection - character_rank_in_language) > 4
+        ):
+            continue
+
+        if (
+            large_alphabet is True
+            and abs(character_rank_projection - character_rank_in_language)
+            < target_language_characters_count / 3
+        ):
+            character_approved_count += 1
+            continue
+
+        characters_before_source: List[str] = FREQUENCIES[language][
+            0:character_rank_in_language
+        ]
+        characters_after_source: List[str] = FREQUENCIES[language][
+            character_rank_in_language:
+        ]
+        characters_before: List[str] = ordered_characters[0:character_rank]
+        characters_after: List[str] = ordered_characters[character_rank:]
+
+        before_match_count: int = len(
+            set(characters_before) & set(characters_before_source)
+        )
+
+        after_match_count: int = len(
+            set(characters_after) & set(characters_after_source)
+        )
+
+        if len(characters_before_source) == 0 and before_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if len(characters_after_source) == 0 and after_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if (
+            before_match_count / len(characters_before_source) >= 0.4
+            or after_match_count / len(characters_after_source) >= 0.4
+        ):
+            character_approved_count += 1
+            continue
+
+    return character_approved_count / len(ordered_characters)
+
+
+def alpha_unicode_split(decoded_sequence: str) -> List[str]:
+    """
+    Given a decoded text sequence, return a list of str. Unicode range / alphabet separation.
+    Ex. a text containing English/Latin with a bit a Hebrew will return two items in the resulting list;
+    One containing the latin letters and the other hebrew.
+    """
+    layers: Dict[str, str] = {}
+
+    for character in decoded_sequence:
+        if character.isalpha() is False:
+            continue
+
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        layer_target_range: Optional[str] = None
+
+        for discovered_range in layers:
+            if (
+                is_suspiciously_successive_range(discovered_range, character_range)
+                is False
+            ):
+                layer_target_range = discovered_range
+                break
+
+        if layer_target_range is None:
+            layer_target_range = character_range
+
+        if layer_target_range not in layers:
+            layers[layer_target_range] = character.lower()
+            continue
+
+        layers[layer_target_range] += character.lower()
+
+    return list(layers.values())
+
+
+def merge_coherence_ratios(results: List[CoherenceMatches]) -> CoherenceMatches:
+    """
+    This function merge results previously given by the function coherence_ratio.
+    The return type is the same as coherence_ratio.
+    """
+    per_language_ratios: Dict[str, List[float]] = {}
+    for result in results:
+        for sub_result in result:
+            language, ratio = sub_result
+            if language not in per_language_ratios:
+                per_language_ratios[language] = [ratio]
+                continue
+            per_language_ratios[language].append(ratio)
+
+    merge = [
+        (
+            language,
+            round(
+                sum(per_language_ratios[language]) / len(per_language_ratios[language]),
+                4,
+            ),
+        )
+        for language in per_language_ratios
+    ]
+
+    return sorted(merge, key=lambda x: x[1], reverse=True)
+
+
+def filter_alt_coherence_matches(results: CoherenceMatches) -> CoherenceMatches:
+    """
+    We shall NOT return "English—" in CoherenceMatches because it is an alternative
+    of "English". This function only keeps the best match and remove the em-dash in it.
+    """
+    index_results: Dict[str, List[float]] = dict()
+
+    for result in results:
+        language, ratio = result
+        no_em_name: str = language.replace("—", "")
+
+        if no_em_name not in index_results:
+            index_results[no_em_name] = []
+
+        index_results[no_em_name].append(ratio)
+
+    if any(len(index_results[e]) > 1 for e in index_results):
+        filtered_results: CoherenceMatches = []
+
+        for language in index_results:
+            filtered_results.append((language, max(index_results[language])))
+
+        return filtered_results
+
+    return results
+
+
+@lru_cache(maxsize=2048)
+def coherence_ratio(
+    decoded_sequence: str, threshold: float = 0.1, lg_inclusion: Optional[str] = None
+) -> CoherenceMatches:
+    """
+    Detect ANY language that can be identified in given sequence. The sequence will be analysed by layers.
+    A layer = Character extraction by alphabets/ranges.
+    """
+
+    results: List[Tuple[str, float]] = []
+    ignore_non_latin: bool = False
+
+    sufficient_match_count: int = 0
+
+    lg_inclusion_list = lg_inclusion.split(",") if lg_inclusion is not None else []
+    if "Latin Based" in lg_inclusion_list:
+        ignore_non_latin = True
+        lg_inclusion_list.remove("Latin Based")
+
+    for layer in alpha_unicode_split(decoded_sequence):
+        sequence_frequencies: TypeCounter[str] = Counter(layer)
+        most_common = sequence_frequencies.most_common()
+
+        character_count: int = sum(o for c, o in most_common)
+
+        if character_count <= TOO_SMALL_SEQUENCE:
+            continue
+
+        popular_character_ordered: List[str] = [c for c, o in most_common]
+
+        for language in lg_inclusion_list or alphabet_languages(
+            popular_character_ordered, ignore_non_latin
+        ):
+            ratio: float = characters_popularity_compare(
+                language, popular_character_ordered
+            )
+
+            if ratio < threshold:
+                continue
+            elif ratio >= 0.8:
+                sufficient_match_count += 1
+
+            results.append((language, round(ratio, 4)))
+
+            if sufficient_match_count >= 3:
+                break
+
+    return sorted(
+        filter_alt_coherence_matches(results), key=lambda x: x[1], reverse=True
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
new file mode 100644
index 000000000..d95fedfe5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
@@ -0,0 +1,6 @@
+from .__main__ import cli_detect, query_yes_no
+
+__all__ = (
+    "cli_detect",
+    "query_yes_no",
+)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
new file mode 100644
index 000000000..f4bcbaac0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
@@ -0,0 +1,296 @@
+import argparse
+import sys
+from json import dumps
+from os.path import abspath, basename, dirname, join, realpath
+from platform import python_version
+from typing import List, Optional
+from unicodedata import unidata_version
+
+import charset_normalizer.md as md_module
+from charset_normalizer import from_fp
+from charset_normalizer.models import CliDetectionResult
+from charset_normalizer.version import __version__
+
+
+def query_yes_no(question: str, default: str = "yes") -> bool:
+    """Ask a yes/no question via input() and return their answer.
+
+    "question" is a string that is presented to the user.
+    "default" is the presumed answer if the user just hits <Enter>.
+        It must be "yes" (the default), "no" or None (meaning
+        an answer is required of the user).
+
+    The "answer" return value is True for "yes" or False for "no".
+
+    Credit goes to (c) https://stackoverflow.com/questions/3041986/apt-command-line-interface-like-yes-no-input
+    """
+    valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False}
+    if default is None:
+        prompt = " [y/n] "
+    elif default == "yes":
+        prompt = " [Y/n] "
+    elif default == "no":
+        prompt = " [y/N] "
+    else:
+        raise ValueError("invalid default answer: '%s'" % default)
+
+    while True:
+        sys.stdout.write(question + prompt)
+        choice = input().lower()
+        if default is not None and choice == "":
+            return valid[default]
+        elif choice in valid:
+            return valid[choice]
+        else:
+            sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n")
+
+
+def cli_detect(argv: Optional[List[str]] = None) -> int:
+    """
+    CLI assistant using ARGV and ArgumentParser
+    :param argv:
+    :return: 0 if everything is fine, anything else equal trouble
+    """
+    parser = argparse.ArgumentParser(
+        description="The Real First Universal Charset Detector. "
+        "Discover originating encoding used on text file. "
+        "Normalize text to unicode."
+    )
+
+    parser.add_argument(
+        "files", type=argparse.FileType("rb"), nargs="+", help="File(s) to be analysed"
+    )
+    parser.add_argument(
+        "-v",
+        "--verbose",
+        action="store_true",
+        default=False,
+        dest="verbose",
+        help="Display complementary information about file if any. "
+        "Stdout will contain logs about the detection process.",
+    )
+    parser.add_argument(
+        "-a",
+        "--with-alternative",
+        action="store_true",
+        default=False,
+        dest="alternatives",
+        help="Output complementary possibilities if any. Top-level JSON WILL be a list.",
+    )
+    parser.add_argument(
+        "-n",
+        "--normalize",
+        action="store_true",
+        default=False,
+        dest="normalize",
+        help="Permit to normalize input file. If not set, program does not write anything.",
+    )
+    parser.add_argument(
+        "-m",
+        "--minimal",
+        action="store_true",
+        default=False,
+        dest="minimal",
+        help="Only output the charset detected to STDOUT. Disabling JSON output.",
+    )
+    parser.add_argument(
+        "-r",
+        "--replace",
+        action="store_true",
+        default=False,
+        dest="replace",
+        help="Replace file when trying to normalize it instead of creating a new one.",
+    )
+    parser.add_argument(
+        "-f",
+        "--force",
+        action="store_true",
+        default=False,
+        dest="force",
+        help="Replace file without asking if you are sure, use this flag with caution.",
+    )
+    parser.add_argument(
+        "-t",
+        "--threshold",
+        action="store",
+        default=0.2,
+        type=float,
+        dest="threshold",
+        help="Define a custom maximum amount of chaos allowed in decoded content. 0. <= chaos <= 1.",
+    )
+    parser.add_argument(
+        "--version",
+        action="version",
+        version="Charset-Normalizer {} - Python {} - Unicode {} - SpeedUp {}".format(
+            __version__,
+            python_version(),
+            unidata_version,
+            "OFF" if md_module.__file__.lower().endswith(".py") else "ON",
+        ),
+        help="Show version information and exit.",
+    )
+
+    args = parser.parse_args(argv)
+
+    if args.replace is True and args.normalize is False:
+        print("Use --replace in addition of --normalize only.", file=sys.stderr)
+        return 1
+
+    if args.force is True and args.replace is False:
+        print("Use --force in addition of --replace only.", file=sys.stderr)
+        return 1
+
+    if args.threshold < 0.0 or args.threshold > 1.0:
+        print("--threshold VALUE should be between 0. AND 1.", file=sys.stderr)
+        return 1
+
+    x_ = []
+
+    for my_file in args.files:
+        matches = from_fp(my_file, threshold=args.threshold, explain=args.verbose)
+
+        best_guess = matches.best()
+
+        if best_guess is None:
+            print(
+                'Unable to identify originating encoding for "{}". {}'.format(
+                    my_file.name,
+                    "Maybe try increasing maximum amount of chaos."
+                    if args.threshold < 1.0
+                    else "",
+                ),
+                file=sys.stderr,
+            )
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    None,
+                    [],
+                    [],
+                    "Unknown",
+                    [],
+                    False,
+                    1.0,
+                    0.0,
+                    None,
+                    True,
+                )
+            )
+        else:
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    best_guess.encoding,
+                    best_guess.encoding_aliases,
+                    [
+                        cp
+                        for cp in best_guess.could_be_from_charset
+                        if cp != best_guess.encoding
+                    ],
+                    best_guess.language,
+                    best_guess.alphabets,
+                    best_guess.bom,
+                    best_guess.percent_chaos,
+                    best_guess.percent_coherence,
+                    None,
+                    True,
+                )
+            )
+
+            if len(matches) > 1 and args.alternatives:
+                for el in matches:
+                    if el != best_guess:
+                        x_.append(
+                            CliDetectionResult(
+                                abspath(my_file.name),
+                                el.encoding,
+                                el.encoding_aliases,
+                                [
+                                    cp
+                                    for cp in el.could_be_from_charset
+                                    if cp != el.encoding
+                                ],
+                                el.language,
+                                el.alphabets,
+                                el.bom,
+                                el.percent_chaos,
+                                el.percent_coherence,
+                                None,
+                                False,
+                            )
+                        )
+
+            if args.normalize is True:
+                if best_guess.encoding.startswith("utf") is True:
+                    print(
+                        '"{}" file does not need to be normalized, as it already came from unicode.'.format(
+                            my_file.name
+                        ),
+                        file=sys.stderr,
+                    )
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                dir_path = dirname(realpath(my_file.name))
+                file_name = basename(realpath(my_file.name))
+
+                o_: List[str] = file_name.split(".")
+
+                if args.replace is False:
+                    o_.insert(-1, best_guess.encoding)
+                    if my_file.closed is False:
+                        my_file.close()
+                elif (
+                    args.force is False
+                    and query_yes_no(
+                        'Are you sure to normalize "{}" by replacing it ?'.format(
+                            my_file.name
+                        ),
+                        "no",
+                    )
+                    is False
+                ):
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                try:
+                    x_[0].unicode_path = join(dir_path, ".".join(o_))
+
+                    with open(x_[0].unicode_path, "w", encoding="utf-8") as fp:
+                        fp.write(str(best_guess))
+                except IOError as e:
+                    print(str(e), file=sys.stderr)
+                    if my_file.closed is False:
+                        my_file.close()
+                    return 2
+
+        if my_file.closed is False:
+            my_file.close()
+
+    if args.minimal is False:
+        print(
+            dumps(
+                [el.__dict__ for el in x_] if len(x_) > 1 else x_[0].__dict__,
+                ensure_ascii=True,
+                indent=4,
+            )
+        )
+    else:
+        for my_file in args.files:
+            print(
+                ", ".join(
+                    [
+                        el.encoding or "undefined"
+                        for el in x_
+                        if el.path == abspath(my_file.name)
+                    ]
+                )
+            )
+
+    return 0
+
+
+if __name__ == "__main__":
+    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
new file mode 100644
index 000000000..863490461
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
@@ -0,0 +1,1995 @@
+# -*- coding: utf-8 -*-
+from codecs import BOM_UTF8, BOM_UTF16_BE, BOM_UTF16_LE, BOM_UTF32_BE, BOM_UTF32_LE
+from encodings.aliases import aliases
+from re import IGNORECASE, compile as re_compile
+from typing import Dict, List, Set, Union
+
+# Contain for each eligible encoding a list of/item bytes SIG/BOM
+ENCODING_MARKS: Dict[str, Union[bytes, List[bytes]]] = {
+    "utf_8": BOM_UTF8,
+    "utf_7": [
+        b"\x2b\x2f\x76\x38",
+        b"\x2b\x2f\x76\x39",
+        b"\x2b\x2f\x76\x2b",
+        b"\x2b\x2f\x76\x2f",
+        b"\x2b\x2f\x76\x38\x2d",
+    ],
+    "gb18030": b"\x84\x31\x95\x33",
+    "utf_32": [BOM_UTF32_BE, BOM_UTF32_LE],
+    "utf_16": [BOM_UTF16_BE, BOM_UTF16_LE],
+}
+
+TOO_SMALL_SEQUENCE: int = 32
+TOO_BIG_SEQUENCE: int = int(10e6)
+
+UTF8_MAXIMAL_ALLOCATION: int = 1_112_064
+
+# Up-to-date Unicode ucd/15.0.0
+UNICODE_RANGES_COMBINED: Dict[str, range] = {
+    "Control character": range(32),
+    "Basic Latin": range(32, 128),
+    "Latin-1 Supplement": range(128, 256),
+    "Latin Extended-A": range(256, 384),
+    "Latin Extended-B": range(384, 592),
+    "IPA Extensions": range(592, 688),
+    "Spacing Modifier Letters": range(688, 768),
+    "Combining Diacritical Marks": range(768, 880),
+    "Greek and Coptic": range(880, 1024),
+    "Cyrillic": range(1024, 1280),
+    "Cyrillic Supplement": range(1280, 1328),
+    "Armenian": range(1328, 1424),
+    "Hebrew": range(1424, 1536),
+    "Arabic": range(1536, 1792),
+    "Syriac": range(1792, 1872),
+    "Arabic Supplement": range(1872, 1920),
+    "Thaana": range(1920, 1984),
+    "NKo": range(1984, 2048),
+    "Samaritan": range(2048, 2112),
+    "Mandaic": range(2112, 2144),
+    "Syriac Supplement": range(2144, 2160),
+    "Arabic Extended-B": range(2160, 2208),
+    "Arabic Extended-A": range(2208, 2304),
+    "Devanagari": range(2304, 2432),
+    "Bengali": range(2432, 2560),
+    "Gurmukhi": range(2560, 2688),
+    "Gujarati": range(2688, 2816),
+    "Oriya": range(2816, 2944),
+    "Tamil": range(2944, 3072),
+    "Telugu": range(3072, 3200),
+    "Kannada": range(3200, 3328),
+    "Malayalam": range(3328, 3456),
+    "Sinhala": range(3456, 3584),
+    "Thai": range(3584, 3712),
+    "Lao": range(3712, 3840),
+    "Tibetan": range(3840, 4096),
+    "Myanmar": range(4096, 4256),
+    "Georgian": range(4256, 4352),
+    "Hangul Jamo": range(4352, 4608),
+    "Ethiopic": range(4608, 4992),
+    "Ethiopic Supplement": range(4992, 5024),
+    "Cherokee": range(5024, 5120),
+    "Unified Canadian Aboriginal Syllabics": range(5120, 5760),
+    "Ogham": range(5760, 5792),
+    "Runic": range(5792, 5888),
+    "Tagalog": range(5888, 5920),
+    "Hanunoo": range(5920, 5952),
+    "Buhid": range(5952, 5984),
+    "Tagbanwa": range(5984, 6016),
+    "Khmer": range(6016, 6144),
+    "Mongolian": range(6144, 6320),
+    "Unified Canadian Aboriginal Syllabics Extended": range(6320, 6400),
+    "Limbu": range(6400, 6480),
+    "Tai Le": range(6480, 6528),
+    "New Tai Lue": range(6528, 6624),
+    "Khmer Symbols": range(6624, 6656),
+    "Buginese": range(6656, 6688),
+    "Tai Tham": range(6688, 6832),
+    "Combining Diacritical Marks Extended": range(6832, 6912),
+    "Balinese": range(6912, 7040),
+    "Sundanese": range(7040, 7104),
+    "Batak": range(7104, 7168),
+    "Lepcha": range(7168, 7248),
+    "Ol Chiki": range(7248, 7296),
+    "Cyrillic Extended-C": range(7296, 7312),
+    "Georgian Extended": range(7312, 7360),
+    "Sundanese Supplement": range(7360, 7376),
+    "Vedic Extensions": range(7376, 7424),
+    "Phonetic Extensions": range(7424, 7552),
+    "Phonetic Extensions Supplement": range(7552, 7616),
+    "Combining Diacritical Marks Supplement": range(7616, 7680),
+    "Latin Extended Additional": range(7680, 7936),
+    "Greek Extended": range(7936, 8192),
+    "General Punctuation": range(8192, 8304),
+    "Superscripts and Subscripts": range(8304, 8352),
+    "Currency Symbols": range(8352, 8400),
+    "Combining Diacritical Marks for Symbols": range(8400, 8448),
+    "Letterlike Symbols": range(8448, 8528),
+    "Number Forms": range(8528, 8592),
+    "Arrows": range(8592, 8704),
+    "Mathematical Operators": range(8704, 8960),
+    "Miscellaneous Technical": range(8960, 9216),
+    "Control Pictures": range(9216, 9280),
+    "Optical Character Recognition": range(9280, 9312),
+    "Enclosed Alphanumerics": range(9312, 9472),
+    "Box Drawing": range(9472, 9600),
+    "Block Elements": range(9600, 9632),
+    "Geometric Shapes": range(9632, 9728),
+    "Miscellaneous Symbols": range(9728, 9984),
+    "Dingbats": range(9984, 10176),
+    "Miscellaneous Mathematical Symbols-A": range(10176, 10224),
+    "Supplemental Arrows-A": range(10224, 10240),
+    "Braille Patterns": range(10240, 10496),
+    "Supplemental Arrows-B": range(10496, 10624),
+    "Miscellaneous Mathematical Symbols-B": range(10624, 10752),
+    "Supplemental Mathematical Operators": range(10752, 11008),
+    "Miscellaneous Symbols and Arrows": range(11008, 11264),
+    "Glagolitic": range(11264, 11360),
+    "Latin Extended-C": range(11360, 11392),
+    "Coptic": range(11392, 11520),
+    "Georgian Supplement": range(11520, 11568),
+    "Tifinagh": range(11568, 11648),
+    "Ethiopic Extended": range(11648, 11744),
+    "Cyrillic Extended-A": range(11744, 11776),
+    "Supplemental Punctuation": range(11776, 11904),
+    "CJK Radicals Supplement": range(11904, 12032),
+    "Kangxi Radicals": range(12032, 12256),
+    "Ideographic Description Characters": range(12272, 12288),
+    "CJK Symbols and Punctuation": range(12288, 12352),
+    "Hiragana": range(12352, 12448),
+    "Katakana": range(12448, 12544),
+    "Bopomofo": range(12544, 12592),
+    "Hangul Compatibility Jamo": range(12592, 12688),
+    "Kanbun": range(12688, 12704),
+    "Bopomofo Extended": range(12704, 12736),
+    "CJK Strokes": range(12736, 12784),
+    "Katakana Phonetic Extensions": range(12784, 12800),
+    "Enclosed CJK Letters and Months": range(12800, 13056),
+    "CJK Compatibility": range(13056, 13312),
+    "CJK Unified Ideographs Extension A": range(13312, 19904),
+    "Yijing Hexagram Symbols": range(19904, 19968),
+    "CJK Unified Ideographs": range(19968, 40960),
+    "Yi Syllables": range(40960, 42128),
+    "Yi Radicals": range(42128, 42192),
+    "Lisu": range(42192, 42240),
+    "Vai": range(42240, 42560),
+    "Cyrillic Extended-B": range(42560, 42656),
+    "Bamum": range(42656, 42752),
+    "Modifier Tone Letters": range(42752, 42784),
+    "Latin Extended-D": range(42784, 43008),
+    "Syloti Nagri": range(43008, 43056),
+    "Common Indic Number Forms": range(43056, 43072),
+    "Phags-pa": range(43072, 43136),
+    "Saurashtra": range(43136, 43232),
+    "Devanagari Extended": range(43232, 43264),
+    "Kayah Li": range(43264, 43312),
+    "Rejang": range(43312, 43360),
+    "Hangul Jamo Extended-A": range(43360, 43392),
+    "Javanese": range(43392, 43488),
+    "Myanmar Extended-B": range(43488, 43520),
+    "Cham": range(43520, 43616),
+    "Myanmar Extended-A": range(43616, 43648),
+    "Tai Viet": range(43648, 43744),
+    "Meetei Mayek Extensions": range(43744, 43776),
+    "Ethiopic Extended-A": range(43776, 43824),
+    "Latin Extended-E": range(43824, 43888),
+    "Cherokee Supplement": range(43888, 43968),
+    "Meetei Mayek": range(43968, 44032),
+    "Hangul Syllables": range(44032, 55216),
+    "Hangul Jamo Extended-B": range(55216, 55296),
+    "High Surrogates": range(55296, 56192),
+    "High Private Use Surrogates": range(56192, 56320),
+    "Low Surrogates": range(56320, 57344),
+    "Private Use Area": range(57344, 63744),
+    "CJK Compatibility Ideographs": range(63744, 64256),
+    "Alphabetic Presentation Forms": range(64256, 64336),
+    "Arabic Presentation Forms-A": range(64336, 65024),
+    "Variation Selectors": range(65024, 65040),
+    "Vertical Forms": range(65040, 65056),
+    "Combining Half Marks": range(65056, 65072),
+    "CJK Compatibility Forms": range(65072, 65104),
+    "Small Form Variants": range(65104, 65136),
+    "Arabic Presentation Forms-B": range(65136, 65280),
+    "Halfwidth and Fullwidth Forms": range(65280, 65520),
+    "Specials": range(65520, 65536),
+    "Linear B Syllabary": range(65536, 65664),
+    "Linear B Ideograms": range(65664, 65792),
+    "Aegean Numbers": range(65792, 65856),
+    "Ancient Greek Numbers": range(65856, 65936),
+    "Ancient Symbols": range(65936, 66000),
+    "Phaistos Disc": range(66000, 66048),
+    "Lycian": range(66176, 66208),
+    "Carian": range(66208, 66272),
+    "Coptic Epact Numbers": range(66272, 66304),
+    "Old Italic": range(66304, 66352),
+    "Gothic": range(66352, 66384),
+    "Old Permic": range(66384, 66432),
+    "Ugaritic": range(66432, 66464),
+    "Old Persian": range(66464, 66528),
+    "Deseret": range(66560, 66640),
+    "Shavian": range(66640, 66688),
+    "Osmanya": range(66688, 66736),
+    "Osage": range(66736, 66816),
+    "Elbasan": range(66816, 66864),
+    "Caucasian Albanian": range(66864, 66928),
+    "Vithkuqi": range(66928, 67008),
+    "Linear A": range(67072, 67456),
+    "Latin Extended-F": range(67456, 67520),
+    "Cypriot Syllabary": range(67584, 67648),
+    "Imperial Aramaic": range(67648, 67680),
+    "Palmyrene": range(67680, 67712),
+    "Nabataean": range(67712, 67760),
+    "Hatran": range(67808, 67840),
+    "Phoenician": range(67840, 67872),
+    "Lydian": range(67872, 67904),
+    "Meroitic Hieroglyphs": range(67968, 68000),
+    "Meroitic Cursive": range(68000, 68096),
+    "Kharoshthi": range(68096, 68192),
+    "Old South Arabian": range(68192, 68224),
+    "Old North Arabian": range(68224, 68256),
+    "Manichaean": range(68288, 68352),
+    "Avestan": range(68352, 68416),
+    "Inscriptional Parthian": range(68416, 68448),
+    "Inscriptional Pahlavi": range(68448, 68480),
+    "Psalter Pahlavi": range(68480, 68528),
+    "Old Turkic": range(68608, 68688),
+    "Old Hungarian": range(68736, 68864),
+    "Hanifi Rohingya": range(68864, 68928),
+    "Rumi Numeral Symbols": range(69216, 69248),
+    "Yezidi": range(69248, 69312),
+    "Arabic Extended-C": range(69312, 69376),
+    "Old Sogdian": range(69376, 69424),
+    "Sogdian": range(69424, 69488),
+    "Old Uyghur": range(69488, 69552),
+    "Chorasmian": range(69552, 69600),
+    "Elymaic": range(69600, 69632),
+    "Brahmi": range(69632, 69760),
+    "Kaithi": range(69760, 69840),
+    "Sora Sompeng": range(69840, 69888),
+    "Chakma": range(69888, 69968),
+    "Mahajani": range(69968, 70016),
+    "Sharada": range(70016, 70112),
+    "Sinhala Archaic Numbers": range(70112, 70144),
+    "Khojki": range(70144, 70224),
+    "Multani": range(70272, 70320),
+    "Khudawadi": range(70320, 70400),
+    "Grantha": range(70400, 70528),
+    "Newa": range(70656, 70784),
+    "Tirhuta": range(70784, 70880),
+    "Siddham": range(71040, 71168),
+    "Modi": range(71168, 71264),
+    "Mongolian Supplement": range(71264, 71296),
+    "Takri": range(71296, 71376),
+    "Ahom": range(71424, 71504),
+    "Dogra": range(71680, 71760),
+    "Warang Citi": range(71840, 71936),
+    "Dives Akuru": range(71936, 72032),
+    "Nandinagari": range(72096, 72192),
+    "Zanabazar Square": range(72192, 72272),
+    "Soyombo": range(72272, 72368),
+    "Unified Canadian Aboriginal Syllabics Extended-A": range(72368, 72384),
+    "Pau Cin Hau": range(72384, 72448),
+    "Devanagari Extended-A": range(72448, 72544),
+    "Bhaiksuki": range(72704, 72816),
+    "Marchen": range(72816, 72896),
+    "Masaram Gondi": range(72960, 73056),
+    "Gunjala Gondi": range(73056, 73136),
+    "Makasar": range(73440, 73472),
+    "Kawi": range(73472, 73568),
+    "Lisu Supplement": range(73648, 73664),
+    "Tamil Supplement": range(73664, 73728),
+    "Cuneiform": range(73728, 74752),
+    "Cuneiform Numbers and Punctuation": range(74752, 74880),
+    "Early Dynastic Cuneiform": range(74880, 75088),
+    "Cypro-Minoan": range(77712, 77824),
+    "Egyptian Hieroglyphs": range(77824, 78896),
+    "Egyptian Hieroglyph Format Controls": range(78896, 78944),
+    "Anatolian Hieroglyphs": range(82944, 83584),
+    "Bamum Supplement": range(92160, 92736),
+    "Mro": range(92736, 92784),
+    "Tangsa": range(92784, 92880),
+    "Bassa Vah": range(92880, 92928),
+    "Pahawh Hmong": range(92928, 93072),
+    "Medefaidrin": range(93760, 93856),
+    "Miao": range(93952, 94112),
+    "Ideographic Symbols and Punctuation": range(94176, 94208),
+    "Tangut": range(94208, 100352),
+    "Tangut Components": range(100352, 101120),
+    "Khitan Small Script": range(101120, 101632),
+    "Tangut Supplement": range(101632, 101760),
+    "Kana Extended-B": range(110576, 110592),
+    "Kana Supplement": range(110592, 110848),
+    "Kana Extended-A": range(110848, 110896),
+    "Small Kana Extension": range(110896, 110960),
+    "Nushu": range(110960, 111360),
+    "Duployan": range(113664, 113824),
+    "Shorthand Format Controls": range(113824, 113840),
+    "Znamenny Musical Notation": range(118528, 118736),
+    "Byzantine Musical Symbols": range(118784, 119040),
+    "Musical Symbols": range(119040, 119296),
+    "Ancient Greek Musical Notation": range(119296, 119376),
+    "Kaktovik Numerals": range(119488, 119520),
+    "Mayan Numerals": range(119520, 119552),
+    "Tai Xuan Jing Symbols": range(119552, 119648),
+    "Counting Rod Numerals": range(119648, 119680),
+    "Mathematical Alphanumeric Symbols": range(119808, 120832),
+    "Sutton SignWriting": range(120832, 121520),
+    "Latin Extended-G": range(122624, 122880),
+    "Glagolitic Supplement": range(122880, 122928),
+    "Cyrillic Extended-D": range(122928, 123024),
+    "Nyiakeng Puachue Hmong": range(123136, 123216),
+    "Toto": range(123536, 123584),
+    "Wancho": range(123584, 123648),
+    "Nag Mundari": range(124112, 124160),
+    "Ethiopic Extended-B": range(124896, 124928),
+    "Mende Kikakui": range(124928, 125152),
+    "Adlam": range(125184, 125280),
+    "Indic Siyaq Numbers": range(126064, 126144),
+    "Ottoman Siyaq Numbers": range(126208, 126288),
+    "Arabic Mathematical Alphabetic Symbols": range(126464, 126720),
+    "Mahjong Tiles": range(126976, 127024),
+    "Domino Tiles": range(127024, 127136),
+    "Playing Cards": range(127136, 127232),
+    "Enclosed Alphanumeric Supplement": range(127232, 127488),
+    "Enclosed Ideographic Supplement": range(127488, 127744),
+    "Miscellaneous Symbols and Pictographs": range(127744, 128512),
+    "Emoticons range(Emoji)": range(128512, 128592),
+    "Ornamental Dingbats": range(128592, 128640),
+    "Transport and Map Symbols": range(128640, 128768),
+    "Alchemical Symbols": range(128768, 128896),
+    "Geometric Shapes Extended": range(128896, 129024),
+    "Supplemental Arrows-C": range(129024, 129280),
+    "Supplemental Symbols and Pictographs": range(129280, 129536),
+    "Chess Symbols": range(129536, 129648),
+    "Symbols and Pictographs Extended-A": range(129648, 129792),
+    "Symbols for Legacy Computing": range(129792, 130048),
+    "CJK Unified Ideographs Extension B": range(131072, 173792),
+    "CJK Unified Ideographs Extension C": range(173824, 177984),
+    "CJK Unified Ideographs Extension D": range(177984, 178208),
+    "CJK Unified Ideographs Extension E": range(178208, 183984),
+    "CJK Unified Ideographs Extension F": range(183984, 191472),
+    "CJK Compatibility Ideographs Supplement": range(194560, 195104),
+    "CJK Unified Ideographs Extension G": range(196608, 201552),
+    "CJK Unified Ideographs Extension H": range(201552, 205744),
+    "Tags": range(917504, 917632),
+    "Variation Selectors Supplement": range(917760, 918000),
+    "Supplementary Private Use Area-A": range(983040, 1048576),
+    "Supplementary Private Use Area-B": range(1048576, 1114112),
+}
+
+
+UNICODE_SECONDARY_RANGE_KEYWORD: List[str] = [
+    "Supplement",
+    "Extended",
+    "Extensions",
+    "Modifier",
+    "Marks",
+    "Punctuation",
+    "Symbols",
+    "Forms",
+    "Operators",
+    "Miscellaneous",
+    "Drawing",
+    "Block",
+    "Shapes",
+    "Supplemental",
+    "Tags",
+]
+
+RE_POSSIBLE_ENCODING_INDICATION = re_compile(
+    r"(?:(?:encoding)|(?:charset)|(?:coding))(?:[\:= ]{1,10})(?:[\"\']?)([a-zA-Z0-9\-_]+)(?:[\"\']?)",
+    IGNORECASE,
+)
+
+IANA_NO_ALIASES = [
+    "cp720",
+    "cp737",
+    "cp856",
+    "cp874",
+    "cp875",
+    "cp1006",
+    "koi8_r",
+    "koi8_t",
+    "koi8_u",
+]
+
+IANA_SUPPORTED: List[str] = sorted(
+    filter(
+        lambda x: x.endswith("_codec") is False
+        and x not in {"rot_13", "tactis", "mbcs"},
+        list(set(aliases.values())) + IANA_NO_ALIASES,
+    )
+)
+
+IANA_SUPPORTED_COUNT: int = len(IANA_SUPPORTED)
+
+# pre-computed code page that are similar using the function cp_similarity.
+IANA_SUPPORTED_SIMILAR: Dict[str, List[str]] = {
+    "cp037": ["cp1026", "cp1140", "cp273", "cp500"],
+    "cp1026": ["cp037", "cp1140", "cp273", "cp500"],
+    "cp1125": ["cp866"],
+    "cp1140": ["cp037", "cp1026", "cp273", "cp500"],
+    "cp1250": ["iso8859_2"],
+    "cp1251": ["kz1048", "ptcp154"],
+    "cp1252": ["iso8859_15", "iso8859_9", "latin_1"],
+    "cp1253": ["iso8859_7"],
+    "cp1254": ["iso8859_15", "iso8859_9", "latin_1"],
+    "cp1257": ["iso8859_13"],
+    "cp273": ["cp037", "cp1026", "cp1140", "cp500"],
+    "cp437": ["cp850", "cp858", "cp860", "cp861", "cp862", "cp863", "cp865"],
+    "cp500": ["cp037", "cp1026", "cp1140", "cp273"],
+    "cp850": ["cp437", "cp857", "cp858", "cp865"],
+    "cp857": ["cp850", "cp858", "cp865"],
+    "cp858": ["cp437", "cp850", "cp857", "cp865"],
+    "cp860": ["cp437", "cp861", "cp862", "cp863", "cp865"],
+    "cp861": ["cp437", "cp860", "cp862", "cp863", "cp865"],
+    "cp862": ["cp437", "cp860", "cp861", "cp863", "cp865"],
+    "cp863": ["cp437", "cp860", "cp861", "cp862", "cp865"],
+    "cp865": ["cp437", "cp850", "cp857", "cp858", "cp860", "cp861", "cp862", "cp863"],
+    "cp866": ["cp1125"],
+    "iso8859_10": ["iso8859_14", "iso8859_15", "iso8859_4", "iso8859_9", "latin_1"],
+    "iso8859_11": ["tis_620"],
+    "iso8859_13": ["cp1257"],
+    "iso8859_14": [
+        "iso8859_10",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_15": [
+        "cp1252",
+        "cp1254",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_16": [
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_2",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_2": ["cp1250", "iso8859_16", "iso8859_4"],
+    "iso8859_3": ["iso8859_14", "iso8859_15", "iso8859_16", "iso8859_9", "latin_1"],
+    "iso8859_4": ["iso8859_10", "iso8859_2", "iso8859_9", "latin_1"],
+    "iso8859_7": ["cp1253"],
+    "iso8859_9": [
+        "cp1252",
+        "cp1254",
+        "cp1258",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_4",
+        "latin_1",
+    ],
+    "kz1048": ["cp1251", "ptcp154"],
+    "latin_1": [
+        "cp1252",
+        "cp1254",
+        "cp1258",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_4",
+        "iso8859_9",
+    ],
+    "mac_iceland": ["mac_roman", "mac_turkish"],
+    "mac_roman": ["mac_iceland", "mac_turkish"],
+    "mac_turkish": ["mac_iceland", "mac_roman"],
+    "ptcp154": ["cp1251", "kz1048"],
+    "tis_620": ["iso8859_11"],
+}
+
+
+CHARDET_CORRESPONDENCE: Dict[str, str] = {
+    "iso2022_kr": "ISO-2022-KR",
+    "iso2022_jp": "ISO-2022-JP",
+    "euc_kr": "EUC-KR",
+    "tis_620": "TIS-620",
+    "utf_32": "UTF-32",
+    "euc_jp": "EUC-JP",
+    "koi8_r": "KOI8-R",
+    "iso8859_1": "ISO-8859-1",
+    "iso8859_2": "ISO-8859-2",
+    "iso8859_5": "ISO-8859-5",
+    "iso8859_6": "ISO-8859-6",
+    "iso8859_7": "ISO-8859-7",
+    "iso8859_8": "ISO-8859-8",
+    "utf_16": "UTF-16",
+    "cp855": "IBM855",
+    "mac_cyrillic": "MacCyrillic",
+    "gb2312": "GB2312",
+    "gb18030": "GB18030",
+    "cp932": "CP932",
+    "cp866": "IBM866",
+    "utf_8": "utf-8",
+    "utf_8_sig": "UTF-8-SIG",
+    "shift_jis": "SHIFT_JIS",
+    "big5": "Big5",
+    "cp1250": "windows-1250",
+    "cp1251": "windows-1251",
+    "cp1252": "Windows-1252",
+    "cp1253": "windows-1253",
+    "cp1255": "windows-1255",
+    "cp1256": "windows-1256",
+    "cp1254": "Windows-1254",
+    "cp949": "CP949",
+}
+
+
+COMMON_SAFE_ASCII_CHARACTERS: Set[str] = {
+    "<",
+    ">",
+    "=",
+    ":",
+    "/",
+    "&",
+    ";",
+    "{",
+    "}",
+    "[",
+    "]",
+    ",",
+    "|",
+    '"',
+    "-",
+}
+
+
+KO_NAMES: Set[str] = {"johab", "cp949", "euc_kr"}
+ZH_NAMES: Set[str] = {"big5", "cp950", "big5hkscs", "hz"}
+
+# Logging LEVEL below DEBUG
+TRACE: int = 5
+
+
+# Language label that contain the em dash "—"
+# character are to be considered alternative seq to origin
+FREQUENCIES: Dict[str, List[str]] = {
+    "English": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "u",
+        "m",
+        "f",
+        "p",
+        "g",
+        "w",
+        "y",
+        "b",
+        "v",
+        "k",
+        "x",
+        "j",
+        "z",
+        "q",
+    ],
+    "English—": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "m",
+        "u",
+        "f",
+        "p",
+        "g",
+        "w",
+        "b",
+        "y",
+        "v",
+        "k",
+        "j",
+        "x",
+        "z",
+        "q",
+    ],
+    "German": [
+        "e",
+        "n",
+        "i",
+        "r",
+        "s",
+        "t",
+        "a",
+        "d",
+        "h",
+        "u",
+        "l",
+        "g",
+        "o",
+        "c",
+        "m",
+        "b",
+        "f",
+        "k",
+        "w",
+        "z",
+        "p",
+        "v",
+        "ü",
+        "ä",
+        "ö",
+        "j",
+    ],
+    "French": [
+        "e",
+        "a",
+        "s",
+        "n",
+        "i",
+        "t",
+        "r",
+        "l",
+        "u",
+        "o",
+        "d",
+        "c",
+        "p",
+        "m",
+        "é",
+        "v",
+        "g",
+        "f",
+        "b",
+        "h",
+        "q",
+        "à",
+        "x",
+        "è",
+        "y",
+        "j",
+    ],
+    "Dutch": [
+        "e",
+        "n",
+        "a",
+        "i",
+        "r",
+        "t",
+        "o",
+        "d",
+        "s",
+        "l",
+        "g",
+        "h",
+        "v",
+        "m",
+        "u",
+        "k",
+        "c",
+        "p",
+        "b",
+        "w",
+        "j",
+        "z",
+        "f",
+        "y",
+        "x",
+        "ë",
+    ],
+    "Italian": [
+        "e",
+        "i",
+        "a",
+        "o",
+        "n",
+        "l",
+        "t",
+        "r",
+        "s",
+        "c",
+        "d",
+        "u",
+        "p",
+        "m",
+        "g",
+        "v",
+        "f",
+        "b",
+        "z",
+        "h",
+        "q",
+        "è",
+        "à",
+        "k",
+        "y",
+        "ò",
+    ],
+    "Polish": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "z",
+        "w",
+        "s",
+        "c",
+        "t",
+        "k",
+        "y",
+        "d",
+        "p",
+        "m",
+        "u",
+        "l",
+        "j",
+        "ł",
+        "g",
+        "b",
+        "h",
+        "ą",
+        "ę",
+        "ó",
+    ],
+    "Spanish": [
+        "e",
+        "a",
+        "o",
+        "n",
+        "s",
+        "r",
+        "i",
+        "l",
+        "d",
+        "t",
+        "c",
+        "u",
+        "m",
+        "p",
+        "b",
+        "g",
+        "v",
+        "f",
+        "y",
+        "ó",
+        "h",
+        "q",
+        "í",
+        "j",
+        "z",
+        "á",
+    ],
+    "Russian": [
+        "о",
+        "а",
+        "е",
+        "и",
+        "н",
+        "с",
+        "т",
+        "р",
+        "в",
+        "л",
+        "к",
+        "м",
+        "д",
+        "п",
+        "у",
+        "г",
+        "я",
+        "ы",
+        "з",
+        "б",
+        "й",
+        "ь",
+        "ч",
+        "х",
+        "ж",
+        "ц",
+    ],
+    # Jap-Kanji
+    "Japanese": [
+        "人",
+        "一",
+        "大",
+        "亅",
+        "丁",
+        "丨",
+        "竹",
+        "笑",
+        "口",
+        "日",
+        "今",
+        "二",
+        "彳",
+        "行",
+        "十",
+        "土",
+        "丶",
+        "寸",
+        "寺",
+        "時",
+        "乙",
+        "丿",
+        "乂",
+        "气",
+        "気",
+        "冂",
+        "巾",
+        "亠",
+        "市",
+        "目",
+        "儿",
+        "見",
+        "八",
+        "小",
+        "凵",
+        "県",
+        "月",
+        "彐",
+        "門",
+        "間",
+        "木",
+        "東",
+        "山",
+        "出",
+        "本",
+        "中",
+        "刀",
+        "分",
+        "耳",
+        "又",
+        "取",
+        "最",
+        "言",
+        "田",
+        "心",
+        "思",
+        "刂",
+        "前",
+        "京",
+        "尹",
+        "事",
+        "生",
+        "厶",
+        "云",
+        "会",
+        "未",
+        "来",
+        "白",
+        "冫",
+        "楽",
+        "灬",
+        "馬",
+        "尸",
+        "尺",
+        "駅",
+        "明",
+        "耂",
+        "者",
+        "了",
+        "阝",
+        "都",
+        "高",
+        "卜",
+        "占",
+        "厂",
+        "广",
+        "店",
+        "子",
+        "申",
+        "奄",
+        "亻",
+        "俺",
+        "上",
+        "方",
+        "冖",
+        "学",
+        "衣",
+        "艮",
+        "食",
+        "自",
+    ],
+    # Jap-Katakana
+    "Japanese—": [
+        "ー",
+        "ン",
+        "ス",
+        "・",
+        "ル",
+        "ト",
+        "リ",
+        "イ",
+        "ア",
+        "ラ",
+        "ッ",
+        "ク",
+        "ド",
+        "シ",
+        "レ",
+        "ジ",
+        "タ",
+        "フ",
+        "ロ",
+        "カ",
+        "テ",
+        "マ",
+        "ィ",
+        "グ",
+        "バ",
+        "ム",
+        "プ",
+        "オ",
+        "コ",
+        "デ",
+        "ニ",
+        "ウ",
+        "メ",
+        "サ",
+        "ビ",
+        "ナ",
+        "ブ",
+        "ャ",
+        "エ",
+        "ュ",
+        "チ",
+        "キ",
+        "ズ",
+        "ダ",
+        "パ",
+        "ミ",
+        "ェ",
+        "ョ",
+        "ハ",
+        "セ",
+        "ベ",
+        "ガ",
+        "モ",
+        "ツ",
+        "ネ",
+        "ボ",
+        "ソ",
+        "ノ",
+        "ァ",
+        "ヴ",
+        "ワ",
+        "ポ",
+        "ペ",
+        "ピ",
+        "ケ",
+        "ゴ",
+        "ギ",
+        "ザ",
+        "ホ",
+        "ゲ",
+        "ォ",
+        "ヤ",
+        "ヒ",
+        "ユ",
+        "ヨ",
+        "ヘ",
+        "ゼ",
+        "ヌ",
+        "ゥ",
+        "ゾ",
+        "ヶ",
+        "ヂ",
+        "ヲ",
+        "ヅ",
+        "ヵ",
+        "ヱ",
+        "ヰ",
+        "ヮ",
+        "ヽ",
+        "゠",
+        "ヾ",
+        "ヷ",
+        "ヿ",
+        "ヸ",
+        "ヹ",
+        "ヺ",
+    ],
+    # Jap-Hiragana
+    "Japanese——": [
+        "の",
+        "に",
+        "る",
+        "た",
+        "と",
+        "は",
+        "し",
+        "い",
+        "を",
+        "で",
+        "て",
+        "が",
+        "な",
+        "れ",
+        "か",
+        "ら",
+        "さ",
+        "っ",
+        "り",
+        "す",
+        "あ",
+        "も",
+        "こ",
+        "ま",
+        "う",
+        "く",
+        "よ",
+        "き",
+        "ん",
+        "め",
+        "お",
+        "け",
+        "そ",
+        "つ",
+        "だ",
+        "や",
+        "え",
+        "ど",
+        "わ",
+        "ち",
+        "み",
+        "せ",
+        "じ",
+        "ば",
+        "へ",
+        "び",
+        "ず",
+        "ろ",
+        "ほ",
+        "げ",
+        "む",
+        "べ",
+        "ひ",
+        "ょ",
+        "ゆ",
+        "ぶ",
+        "ご",
+        "ゃ",
+        "ね",
+        "ふ",
+        "ぐ",
+        "ぎ",
+        "ぼ",
+        "ゅ",
+        "づ",
+        "ざ",
+        "ぞ",
+        "ぬ",
+        "ぜ",
+        "ぱ",
+        "ぽ",
+        "ぷ",
+        "ぴ",
+        "ぃ",
+        "ぁ",
+        "ぇ",
+        "ぺ",
+        "ゞ",
+        "ぢ",
+        "ぉ",
+        "ぅ",
+        "ゐ",
+        "ゝ",
+        "ゑ",
+        "゛",
+        "゜",
+        "ゎ",
+        "ゔ",
+        "゚",
+        "ゟ",
+        "゙",
+        "ゕ",
+        "ゖ",
+    ],
+    "Portuguese": [
+        "a",
+        "e",
+        "o",
+        "s",
+        "i",
+        "r",
+        "d",
+        "n",
+        "t",
+        "m",
+        "u",
+        "c",
+        "l",
+        "p",
+        "g",
+        "v",
+        "b",
+        "f",
+        "h",
+        "ã",
+        "q",
+        "é",
+        "ç",
+        "á",
+        "z",
+        "í",
+    ],
+    "Swedish": [
+        "e",
+        "a",
+        "n",
+        "r",
+        "t",
+        "s",
+        "i",
+        "l",
+        "d",
+        "o",
+        "m",
+        "k",
+        "g",
+        "v",
+        "h",
+        "f",
+        "u",
+        "p",
+        "ä",
+        "c",
+        "b",
+        "ö",
+        "å",
+        "y",
+        "j",
+        "x",
+    ],
+    "Chinese": [
+        "的",
+        "一",
+        "是",
+        "不",
+        "了",
+        "在",
+        "人",
+        "有",
+        "我",
+        "他",
+        "这",
+        "个",
+        "们",
+        "中",
+        "来",
+        "上",
+        "大",
+        "为",
+        "和",
+        "国",
+        "地",
+        "到",
+        "以",
+        "说",
+        "时",
+        "要",
+        "就",
+        "出",
+        "会",
+        "可",
+        "也",
+        "你",
+        "对",
+        "生",
+        "能",
+        "而",
+        "子",
+        "那",
+        "得",
+        "于",
+        "着",
+        "下",
+        "自",
+        "之",
+        "年",
+        "过",
+        "发",
+        "后",
+        "作",
+        "里",
+        "用",
+        "道",
+        "行",
+        "所",
+        "然",
+        "家",
+        "种",
+        "事",
+        "成",
+        "方",
+        "多",
+        "经",
+        "么",
+        "去",
+        "法",
+        "学",
+        "如",
+        "都",
+        "同",
+        "现",
+        "当",
+        "没",
+        "动",
+        "面",
+        "起",
+        "看",
+        "定",
+        "天",
+        "分",
+        "还",
+        "进",
+        "好",
+        "小",
+        "部",
+        "其",
+        "些",
+        "主",
+        "样",
+        "理",
+        "心",
+        "她",
+        "本",
+        "前",
+        "开",
+        "但",
+        "因",
+        "只",
+        "从",
+        "想",
+        "实",
+    ],
+    "Ukrainian": [
+        "о",
+        "а",
+        "н",
+        "і",
+        "и",
+        "р",
+        "в",
+        "т",
+        "е",
+        "с",
+        "к",
+        "л",
+        "у",
+        "д",
+        "м",
+        "п",
+        "з",
+        "я",
+        "ь",
+        "б",
+        "г",
+        "й",
+        "ч",
+        "х",
+        "ц",
+        "ї",
+    ],
+    "Norwegian": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "s",
+        "i",
+        "o",
+        "l",
+        "d",
+        "g",
+        "k",
+        "m",
+        "v",
+        "f",
+        "p",
+        "u",
+        "b",
+        "h",
+        "å",
+        "y",
+        "j",
+        "ø",
+        "c",
+        "æ",
+        "w",
+    ],
+    "Finnish": [
+        "a",
+        "i",
+        "n",
+        "t",
+        "e",
+        "s",
+        "l",
+        "o",
+        "u",
+        "k",
+        "ä",
+        "m",
+        "r",
+        "v",
+        "j",
+        "h",
+        "p",
+        "y",
+        "d",
+        "ö",
+        "g",
+        "c",
+        "b",
+        "f",
+        "w",
+        "z",
+    ],
+    "Vietnamese": [
+        "n",
+        "h",
+        "t",
+        "i",
+        "c",
+        "g",
+        "a",
+        "o",
+        "u",
+        "m",
+        "l",
+        "r",
+        "à",
+        "đ",
+        "s",
+        "e",
+        "v",
+        "p",
+        "b",
+        "y",
+        "ư",
+        "d",
+        "á",
+        "k",
+        "ộ",
+        "ế",
+    ],
+    "Czech": [
+        "o",
+        "e",
+        "a",
+        "n",
+        "t",
+        "s",
+        "i",
+        "l",
+        "v",
+        "r",
+        "k",
+        "d",
+        "u",
+        "m",
+        "p",
+        "í",
+        "c",
+        "h",
+        "z",
+        "á",
+        "y",
+        "j",
+        "b",
+        "ě",
+        "é",
+        "ř",
+    ],
+    "Hungarian": [
+        "e",
+        "a",
+        "t",
+        "l",
+        "s",
+        "n",
+        "k",
+        "r",
+        "i",
+        "o",
+        "z",
+        "á",
+        "é",
+        "g",
+        "m",
+        "b",
+        "y",
+        "v",
+        "d",
+        "h",
+        "u",
+        "p",
+        "j",
+        "ö",
+        "f",
+        "c",
+    ],
+    "Korean": [
+        "이",
+        "다",
+        "에",
+        "의",
+        "는",
+        "로",
+        "하",
+        "을",
+        "가",
+        "고",
+        "지",
+        "서",
+        "한",
+        "은",
+        "기",
+        "으",
+        "년",
+        "대",
+        "사",
+        "시",
+        "를",
+        "리",
+        "도",
+        "인",
+        "스",
+        "일",
+    ],
+    "Indonesian": [
+        "a",
+        "n",
+        "e",
+        "i",
+        "r",
+        "t",
+        "u",
+        "s",
+        "d",
+        "k",
+        "m",
+        "l",
+        "g",
+        "p",
+        "b",
+        "o",
+        "h",
+        "y",
+        "j",
+        "c",
+        "w",
+        "f",
+        "v",
+        "z",
+        "x",
+        "q",
+    ],
+    "Turkish": [
+        "a",
+        "e",
+        "i",
+        "n",
+        "r",
+        "l",
+        "ı",
+        "k",
+        "d",
+        "t",
+        "s",
+        "m",
+        "y",
+        "u",
+        "o",
+        "b",
+        "ü",
+        "ş",
+        "v",
+        "g",
+        "z",
+        "h",
+        "c",
+        "p",
+        "ç",
+        "ğ",
+    ],
+    "Romanian": [
+        "e",
+        "i",
+        "a",
+        "r",
+        "n",
+        "t",
+        "u",
+        "l",
+        "o",
+        "c",
+        "s",
+        "d",
+        "p",
+        "m",
+        "ă",
+        "f",
+        "v",
+        "î",
+        "g",
+        "b",
+        "ș",
+        "ț",
+        "z",
+        "h",
+        "â",
+        "j",
+    ],
+    "Farsi": [
+        "ا",
+        "ی",
+        "ر",
+        "د",
+        "ن",
+        "ه",
+        "و",
+        "م",
+        "ت",
+        "ب",
+        "س",
+        "ل",
+        "ک",
+        "ش",
+        "ز",
+        "ف",
+        "گ",
+        "ع",
+        "خ",
+        "ق",
+        "ج",
+        "آ",
+        "پ",
+        "ح",
+        "ط",
+        "ص",
+    ],
+    "Arabic": [
+        "ا",
+        "ل",
+        "ي",
+        "م",
+        "و",
+        "ن",
+        "ر",
+        "ت",
+        "ب",
+        "ة",
+        "ع",
+        "د",
+        "س",
+        "ف",
+        "ه",
+        "ك",
+        "ق",
+        "أ",
+        "ح",
+        "ج",
+        "ش",
+        "ط",
+        "ص",
+        "ى",
+        "خ",
+        "إ",
+    ],
+    "Danish": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "i",
+        "s",
+        "d",
+        "l",
+        "o",
+        "g",
+        "m",
+        "k",
+        "f",
+        "v",
+        "u",
+        "b",
+        "h",
+        "p",
+        "å",
+        "y",
+        "ø",
+        "æ",
+        "c",
+        "j",
+        "w",
+    ],
+    "Serbian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "р",
+        "с",
+        "у",
+        "т",
+        "к",
+        "ј",
+        "в",
+        "д",
+        "м",
+        "п",
+        "л",
+        "г",
+        "з",
+        "б",
+        "a",
+        "i",
+        "e",
+        "o",
+        "n",
+        "ц",
+        "ш",
+    ],
+    "Lithuanian": [
+        "i",
+        "a",
+        "s",
+        "o",
+        "r",
+        "e",
+        "t",
+        "n",
+        "u",
+        "k",
+        "m",
+        "l",
+        "p",
+        "v",
+        "d",
+        "j",
+        "g",
+        "ė",
+        "b",
+        "y",
+        "ų",
+        "š",
+        "ž",
+        "c",
+        "ą",
+        "į",
+    ],
+    "Slovene": [
+        "e",
+        "a",
+        "i",
+        "o",
+        "n",
+        "r",
+        "s",
+        "l",
+        "t",
+        "j",
+        "v",
+        "k",
+        "d",
+        "p",
+        "m",
+        "u",
+        "z",
+        "b",
+        "g",
+        "h",
+        "č",
+        "c",
+        "š",
+        "ž",
+        "f",
+        "y",
+    ],
+    "Slovak": [
+        "o",
+        "a",
+        "e",
+        "n",
+        "i",
+        "r",
+        "v",
+        "t",
+        "s",
+        "l",
+        "k",
+        "d",
+        "m",
+        "p",
+        "u",
+        "c",
+        "h",
+        "j",
+        "b",
+        "z",
+        "á",
+        "y",
+        "ý",
+        "í",
+        "č",
+        "é",
+    ],
+    "Hebrew": [
+        "י",
+        "ו",
+        "ה",
+        "ל",
+        "ר",
+        "ב",
+        "ת",
+        "מ",
+        "א",
+        "ש",
+        "נ",
+        "ע",
+        "ם",
+        "ד",
+        "ק",
+        "ח",
+        "פ",
+        "ס",
+        "כ",
+        "ג",
+        "ט",
+        "צ",
+        "ן",
+        "ז",
+        "ך",
+    ],
+    "Bulgarian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "т",
+        "р",
+        "с",
+        "в",
+        "л",
+        "к",
+        "д",
+        "п",
+        "м",
+        "з",
+        "г",
+        "я",
+        "ъ",
+        "у",
+        "б",
+        "ч",
+        "ц",
+        "й",
+        "ж",
+        "щ",
+        "х",
+    ],
+    "Croatian": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "j",
+        "s",
+        "t",
+        "u",
+        "k",
+        "l",
+        "v",
+        "d",
+        "m",
+        "p",
+        "g",
+        "z",
+        "b",
+        "c",
+        "č",
+        "h",
+        "š",
+        "ž",
+        "ć",
+        "f",
+    ],
+    "Hindi": [
+        "क",
+        "र",
+        "स",
+        "न",
+        "त",
+        "म",
+        "ह",
+        "प",
+        "य",
+        "ल",
+        "व",
+        "ज",
+        "द",
+        "ग",
+        "ब",
+        "श",
+        "ट",
+        "अ",
+        "ए",
+        "थ",
+        "भ",
+        "ड",
+        "च",
+        "ध",
+        "ष",
+        "इ",
+    ],
+    "Estonian": [
+        "a",
+        "i",
+        "e",
+        "s",
+        "t",
+        "l",
+        "u",
+        "n",
+        "o",
+        "k",
+        "r",
+        "d",
+        "m",
+        "v",
+        "g",
+        "p",
+        "j",
+        "h",
+        "ä",
+        "b",
+        "õ",
+        "ü",
+        "f",
+        "c",
+        "ö",
+        "y",
+    ],
+    "Thai": [
+        "า",
+        "น",
+        "ร",
+        "อ",
+        "ก",
+        "เ",
+        "ง",
+        "ม",
+        "ย",
+        "ล",
+        "ว",
+        "ด",
+        "ท",
+        "ส",
+        "ต",
+        "ะ",
+        "ป",
+        "บ",
+        "ค",
+        "ห",
+        "แ",
+        "จ",
+        "พ",
+        "ช",
+        "ข",
+        "ใ",
+    ],
+    "Greek": [
+        "α",
+        "τ",
+        "ο",
+        "ι",
+        "ε",
+        "ν",
+        "ρ",
+        "σ",
+        "κ",
+        "η",
+        "π",
+        "ς",
+        "υ",
+        "μ",
+        "λ",
+        "ί",
+        "ό",
+        "ά",
+        "γ",
+        "έ",
+        "δ",
+        "ή",
+        "ω",
+        "χ",
+        "θ",
+        "ύ",
+    ],
+    "Tamil": [
+        "க",
+        "த",
+        "ப",
+        "ட",
+        "ர",
+        "ம",
+        "ல",
+        "ன",
+        "வ",
+        "ற",
+        "ய",
+        "ள",
+        "ச",
+        "ந",
+        "இ",
+        "ண",
+        "அ",
+        "ஆ",
+        "ழ",
+        "ங",
+        "எ",
+        "உ",
+        "ஒ",
+        "ஸ",
+    ],
+    "Kazakh": [
+        "а",
+        "ы",
+        "е",
+        "н",
+        "т",
+        "р",
+        "л",
+        "і",
+        "д",
+        "с",
+        "м",
+        "қ",
+        "к",
+        "о",
+        "б",
+        "и",
+        "у",
+        "ғ",
+        "ж",
+        "ң",
+        "з",
+        "ш",
+        "й",
+        "п",
+        "г",
+        "ө",
+    ],
+}
+
+LANGUAGE_SUPPORTED_COUNT: int = len(FREQUENCIES)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
new file mode 100644
index 000000000..43aad21a9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
@@ -0,0 +1,54 @@
+from typing import Any, Dict, Optional, Union
+from warnings import warn
+
+from .api import from_bytes
+from .constant import CHARDET_CORRESPONDENCE
+
+
+def detect(
+    byte_str: bytes, should_rename_legacy: bool = False, **kwargs: Any
+) -> Dict[str, Optional[Union[str, float]]]:
+    """
+    chardet legacy method
+    Detect the encoding of the given byte string. It should be mostly backward-compatible.
+    Encoding name will match Chardet own writing whenever possible. (Not on encoding name unsupported by it)
+    This function is deprecated and should be used to migrate your project easily, consult the documentation for
+    further information. Not planned for removal.
+
+    :param byte_str:     The byte sequence to examine.
+    :param should_rename_legacy:  Should we rename legacy encodings
+                                  to their more modern equivalents?
+    """
+    if len(kwargs):
+        warn(
+            f"charset-normalizer disregard arguments '{','.join(list(kwargs.keys()))}' in legacy function detect()"
+        )
+
+    if not isinstance(byte_str, (bytearray, bytes)):
+        raise TypeError(  # pragma: nocover
+            "Expected object of type bytes or bytearray, got: "
+            "{0}".format(type(byte_str))
+        )
+
+    if isinstance(byte_str, bytearray):
+        byte_str = bytes(byte_str)
+
+    r = from_bytes(byte_str).best()
+
+    encoding = r.encoding if r is not None else None
+    language = r.language if r is not None and r.language != "Unknown" else ""
+    confidence = 1.0 - r.chaos if r is not None else None
+
+    # Note: CharsetNormalizer does not return 'UTF-8-SIG' as the sig get stripped in the detection/normalization process
+    # but chardet does return 'utf-8-sig' and it is a valid codec name.
+    if r is not None and encoding == "utf_8" and r.bom:
+        encoding += "_sig"
+
+    if should_rename_legacy is False and encoding in CHARDET_CORRESPONDENCE:
+        encoding = CHARDET_CORRESPONDENCE[encoding]
+
+    return {
+        "encoding": encoding,
+        "language": language,
+        "confidence": confidence,
+    }
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so
new file mode 100755
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
new file mode 100644
index 000000000..77897aae4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
@@ -0,0 +1,615 @@
+from functools import lru_cache
+from logging import getLogger
+from typing import List, Optional
+
+from .constant import (
+    COMMON_SAFE_ASCII_CHARACTERS,
+    TRACE,
+    UNICODE_SECONDARY_RANGE_KEYWORD,
+)
+from .utils import (
+    is_accentuated,
+    is_arabic,
+    is_arabic_isolated_form,
+    is_case_variable,
+    is_cjk,
+    is_emoticon,
+    is_hangul,
+    is_hiragana,
+    is_katakana,
+    is_latin,
+    is_punctuation,
+    is_separator,
+    is_symbol,
+    is_thai,
+    is_unprintable,
+    remove_accent,
+    unicode_range,
+)
+
+
+class MessDetectorPlugin:
+    """
+    Base abstract class used for mess detection plugins.
+    All detectors MUST extend and implement given methods.
+    """
+
+    def eligible(self, character: str) -> bool:
+        """
+        Determine if given character should be fed in.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+    def feed(self, character: str) -> None:
+        """
+        The main routine to be executed upon character.
+        Insert the logic in witch the text would be considered chaotic.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+    def reset(self) -> None:  # pragma: no cover
+        """
+        Permit to reset the plugin to the initial state.
+        """
+        raise NotImplementedError
+
+    @property
+    def ratio(self) -> float:
+        """
+        Compute the chaos ratio based on what your feed() has seen.
+        Must NOT be lower than 0.; No restriction gt 0.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+
+class TooManySymbolOrPunctuationPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._punctuation_count: int = 0
+        self._symbol_count: int = 0
+        self._character_count: int = 0
+
+        self._last_printable_char: Optional[str] = None
+        self._frenzy_symbol_in_word: bool = False
+
+    def eligible(self, character: str) -> bool:
+        return character.isprintable()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if (
+            character != self._last_printable_char
+            and character not in COMMON_SAFE_ASCII_CHARACTERS
+        ):
+            if is_punctuation(character):
+                self._punctuation_count += 1
+            elif (
+                character.isdigit() is False
+                and is_symbol(character)
+                and is_emoticon(character) is False
+            ):
+                self._symbol_count += 2
+
+        self._last_printable_char = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._punctuation_count = 0
+        self._character_count = 0
+        self._symbol_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        ratio_of_punctuation: float = (
+            self._punctuation_count + self._symbol_count
+        ) / self._character_count
+
+        return ratio_of_punctuation if ratio_of_punctuation >= 0.3 else 0.0
+
+
+class TooManyAccentuatedPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._character_count: int = 0
+        self._accentuated_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return character.isalpha()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if is_accentuated(character):
+            self._accentuated_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._accentuated_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count < 8:
+            return 0.0
+
+        ratio_of_accentuation: float = self._accentuated_count / self._character_count
+        return ratio_of_accentuation if ratio_of_accentuation >= 0.35 else 0.0
+
+
+class UnprintablePlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._unprintable_count: int = 0
+        self._character_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if is_unprintable(character):
+            self._unprintable_count += 1
+        self._character_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._unprintable_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return (self._unprintable_count * 8) / self._character_count
+
+
+class SuspiciousDuplicateAccentPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._successive_count: int = 0
+        self._character_count: int = 0
+
+        self._last_latin_character: Optional[str] = None
+
+    def eligible(self, character: str) -> bool:
+        return character.isalpha() and is_latin(character)
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+        if (
+            self._last_latin_character is not None
+            and is_accentuated(character)
+            and is_accentuated(self._last_latin_character)
+        ):
+            if character.isupper() and self._last_latin_character.isupper():
+                self._successive_count += 1
+            # Worse if its the same char duplicated with different accent.
+            if remove_accent(character) == remove_accent(self._last_latin_character):
+                self._successive_count += 1
+        self._last_latin_character = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._successive_count = 0
+        self._character_count = 0
+        self._last_latin_character = None
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return (self._successive_count * 2) / self._character_count
+
+
+class SuspiciousRange(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._suspicious_successive_range_count: int = 0
+        self._character_count: int = 0
+        self._last_printable_seen: Optional[str] = None
+
+    def eligible(self, character: str) -> bool:
+        return character.isprintable()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if (
+            character.isspace()
+            or is_punctuation(character)
+            or character in COMMON_SAFE_ASCII_CHARACTERS
+        ):
+            self._last_printable_seen = None
+            return
+
+        if self._last_printable_seen is None:
+            self._last_printable_seen = character
+            return
+
+        unicode_range_a: Optional[str] = unicode_range(self._last_printable_seen)
+        unicode_range_b: Optional[str] = unicode_range(character)
+
+        if is_suspiciously_successive_range(unicode_range_a, unicode_range_b):
+            self._suspicious_successive_range_count += 1
+
+        self._last_printable_seen = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._suspicious_successive_range_count = 0
+        self._last_printable_seen = None
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count <= 24:
+            return 0.0
+
+        ratio_of_suspicious_range_usage: float = (
+            self._suspicious_successive_range_count * 2
+        ) / self._character_count
+
+        return ratio_of_suspicious_range_usage
+
+
+class SuperWeirdWordPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._word_count: int = 0
+        self._bad_word_count: int = 0
+        self._foreign_long_count: int = 0
+
+        self._is_current_word_bad: bool = False
+        self._foreign_long_watch: bool = False
+
+        self._character_count: int = 0
+        self._bad_character_count: int = 0
+
+        self._buffer: str = ""
+        self._buffer_accent_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if character.isalpha():
+            self._buffer += character
+            if is_accentuated(character):
+                self._buffer_accent_count += 1
+            if (
+                self._foreign_long_watch is False
+                and (is_latin(character) is False or is_accentuated(character))
+                and is_cjk(character) is False
+                and is_hangul(character) is False
+                and is_katakana(character) is False
+                and is_hiragana(character) is False
+                and is_thai(character) is False
+            ):
+                self._foreign_long_watch = True
+            return
+        if not self._buffer:
+            return
+        if (
+            character.isspace() or is_punctuation(character) or is_separator(character)
+        ) and self._buffer:
+            self._word_count += 1
+            buffer_length: int = len(self._buffer)
+
+            self._character_count += buffer_length
+
+            if buffer_length >= 4:
+                if self._buffer_accent_count / buffer_length > 0.34:
+                    self._is_current_word_bad = True
+                # Word/Buffer ending with an upper case accentuated letter are so rare,
+                # that we will consider them all as suspicious. Same weight as foreign_long suspicious.
+                if (
+                    is_accentuated(self._buffer[-1])
+                    and self._buffer[-1].isupper()
+                    and all(_.isupper() for _ in self._buffer) is False
+                ):
+                    self._foreign_long_count += 1
+                    self._is_current_word_bad = True
+            if buffer_length >= 24 and self._foreign_long_watch:
+                camel_case_dst = [
+                    i
+                    for c, i in zip(self._buffer, range(0, buffer_length))
+                    if c.isupper()
+                ]
+                probable_camel_cased: bool = False
+
+                if camel_case_dst and (len(camel_case_dst) / buffer_length <= 0.3):
+                    probable_camel_cased = True
+
+                if not probable_camel_cased:
+                    self._foreign_long_count += 1
+                    self._is_current_word_bad = True
+
+            if self._is_current_word_bad:
+                self._bad_word_count += 1
+                self._bad_character_count += len(self._buffer)
+                self._is_current_word_bad = False
+
+            self._foreign_long_watch = False
+            self._buffer = ""
+            self._buffer_accent_count = 0
+        elif (
+            character not in {"<", ">", "-", "=", "~", "|", "_"}
+            and character.isdigit() is False
+            and is_symbol(character)
+        ):
+            self._is_current_word_bad = True
+            self._buffer += character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._buffer = ""
+        self._is_current_word_bad = False
+        self._foreign_long_watch = False
+        self._bad_word_count = 0
+        self._word_count = 0
+        self._character_count = 0
+        self._bad_character_count = 0
+        self._foreign_long_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._word_count <= 10 and self._foreign_long_count == 0:
+            return 0.0
+
+        return self._bad_character_count / self._character_count
+
+
+class CjkInvalidStopPlugin(MessDetectorPlugin):
+    """
+    GB(Chinese) based encoding often render the stop incorrectly when the content does not fit and
+    can be easily detected. Searching for the overuse of '丅' and '丄'.
+    """
+
+    def __init__(self) -> None:
+        self._wrong_stop_count: int = 0
+        self._cjk_character_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if character in {"丅", "丄"}:
+            self._wrong_stop_count += 1
+            return
+        if is_cjk(character):
+            self._cjk_character_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._wrong_stop_count = 0
+        self._cjk_character_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._cjk_character_count < 16:
+            return 0.0
+        return self._wrong_stop_count / self._cjk_character_count
+
+
+class ArchaicUpperLowerPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._buf: bool = False
+
+        self._character_count_since_last_sep: int = 0
+
+        self._successive_upper_lower_count: int = 0
+        self._successive_upper_lower_count_final: int = 0
+
+        self._character_count: int = 0
+
+        self._last_alpha_seen: Optional[str] = None
+        self._current_ascii_only: bool = True
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        is_concerned = character.isalpha() and is_case_variable(character)
+        chunk_sep = is_concerned is False
+
+        if chunk_sep and self._character_count_since_last_sep > 0:
+            if (
+                self._character_count_since_last_sep <= 64
+                and character.isdigit() is False
+                and self._current_ascii_only is False
+            ):
+                self._successive_upper_lower_count_final += (
+                    self._successive_upper_lower_count
+                )
+
+            self._successive_upper_lower_count = 0
+            self._character_count_since_last_sep = 0
+            self._last_alpha_seen = None
+            self._buf = False
+            self._character_count += 1
+            self._current_ascii_only = True
+
+            return
+
+        if self._current_ascii_only is True and character.isascii() is False:
+            self._current_ascii_only = False
+
+        if self._last_alpha_seen is not None:
+            if (character.isupper() and self._last_alpha_seen.islower()) or (
+                character.islower() and self._last_alpha_seen.isupper()
+            ):
+                if self._buf is True:
+                    self._successive_upper_lower_count += 2
+                    self._buf = False
+                else:
+                    self._buf = True
+            else:
+                self._buf = False
+
+        self._character_count += 1
+        self._character_count_since_last_sep += 1
+        self._last_alpha_seen = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._character_count_since_last_sep = 0
+        self._successive_upper_lower_count = 0
+        self._successive_upper_lower_count_final = 0
+        self._last_alpha_seen = None
+        self._buf = False
+        self._current_ascii_only = True
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return self._successive_upper_lower_count_final / self._character_count
+
+
+class ArabicIsolatedFormPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._character_count: int = 0
+        self._isolated_form_count: int = 0
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._isolated_form_count = 0
+
+    def eligible(self, character: str) -> bool:
+        return is_arabic(character)
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if is_arabic_isolated_form(character):
+            self._isolated_form_count += 1
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count < 8:
+            return 0.0
+
+        isolated_form_usage: float = self._isolated_form_count / self._character_count
+
+        return isolated_form_usage
+
+
+@lru_cache(maxsize=1024)
+def is_suspiciously_successive_range(
+    unicode_range_a: Optional[str], unicode_range_b: Optional[str]
+) -> bool:
+    """
+    Determine if two Unicode range seen next to each other can be considered as suspicious.
+    """
+    if unicode_range_a is None or unicode_range_b is None:
+        return True
+
+    if unicode_range_a == unicode_range_b:
+        return False
+
+    if "Latin" in unicode_range_a and "Latin" in unicode_range_b:
+        return False
+
+    if "Emoticons" in unicode_range_a or "Emoticons" in unicode_range_b:
+        return False
+
+    # Latin characters can be accompanied with a combining diacritical mark
+    # eg. Vietnamese.
+    if ("Latin" in unicode_range_a or "Latin" in unicode_range_b) and (
+        "Combining" in unicode_range_a or "Combining" in unicode_range_b
+    ):
+        return False
+
+    keywords_range_a, keywords_range_b = unicode_range_a.split(
+        " "
+    ), unicode_range_b.split(" ")
+
+    for el in keywords_range_a:
+        if el in UNICODE_SECONDARY_RANGE_KEYWORD:
+            continue
+        if el in keywords_range_b:
+            return False
+
+    # Japanese Exception
+    range_a_jp_chars, range_b_jp_chars = (
+        unicode_range_a
+        in (
+            "Hiragana",
+            "Katakana",
+        ),
+        unicode_range_b in ("Hiragana", "Katakana"),
+    )
+    if (range_a_jp_chars or range_b_jp_chars) and (
+        "CJK" in unicode_range_a or "CJK" in unicode_range_b
+    ):
+        return False
+    if range_a_jp_chars and range_b_jp_chars:
+        return False
+
+    if "Hangul" in unicode_range_a or "Hangul" in unicode_range_b:
+        if "CJK" in unicode_range_a or "CJK" in unicode_range_b:
+            return False
+        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
+            return False
+
+    # Chinese/Japanese use dedicated range for punctuation and/or separators.
+    if ("CJK" in unicode_range_a or "CJK" in unicode_range_b) or (
+        unicode_range_a in ["Katakana", "Hiragana"]
+        and unicode_range_b in ["Katakana", "Hiragana"]
+    ):
+        if "Punctuation" in unicode_range_a or "Punctuation" in unicode_range_b:
+            return False
+        if "Forms" in unicode_range_a or "Forms" in unicode_range_b:
+            return False
+        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
+            return False
+
+    return True
+
+
+@lru_cache(maxsize=2048)
+def mess_ratio(
+    decoded_sequence: str, maximum_threshold: float = 0.2, debug: bool = False
+) -> float:
+    """
+    Compute a mess ratio given a decoded bytes sequence. The maximum threshold does stop the computation earlier.
+    """
+
+    detectors: List[MessDetectorPlugin] = [
+        md_class() for md_class in MessDetectorPlugin.__subclasses__()
+    ]
+
+    length: int = len(decoded_sequence) + 1
+
+    mean_mess_ratio: float = 0.0
+
+    if length < 512:
+        intermediary_mean_mess_ratio_calc: int = 32
+    elif length <= 1024:
+        intermediary_mean_mess_ratio_calc = 64
+    else:
+        intermediary_mean_mess_ratio_calc = 128
+
+    for character, index in zip(decoded_sequence + "\n", range(length)):
+        for detector in detectors:
+            if detector.eligible(character):
+                detector.feed(character)
+
+        if (
+            index > 0 and index % intermediary_mean_mess_ratio_calc == 0
+        ) or index == length - 1:
+            mean_mess_ratio = sum(dt.ratio for dt in detectors)
+
+            if mean_mess_ratio >= maximum_threshold:
+                break
+
+    if debug:
+        logger = getLogger("charset_normalizer")
+
+        logger.log(
+            TRACE,
+            "Mess-detector extended-analysis start. "
+            f"intermediary_mean_mess_ratio_calc={intermediary_mean_mess_ratio_calc} mean_mess_ratio={mean_mess_ratio} "
+            f"maximum_threshold={maximum_threshold}",
+        )
+
+        if len(decoded_sequence) > 16:
+            logger.log(TRACE, f"Starting with: {decoded_sequence[:16]}")
+            logger.log(TRACE, f"Ending with: {decoded_sequence[-16::]}")
+
+        for dt in detectors:  # pragma: nocover
+            logger.log(TRACE, f"{dt.__class__}: {dt.ratio}")
+
+    return round(mean_mess_ratio, 3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so
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zH>|gwZ56XEs$s81vkWzPhK2o4$BMoE5e@76BUxoxBUWe0{FAx2B%au5xhHj78d#=f
z<^#TJp2;?CG?})cHr24UvTUeWTVWg4R+yHxHL784eI-&cxE{f<xlXps?qHjiR~I>U
z;#GRJq}3Q^QLAj;+dG~=g?blVIXzi)`2hWkx8qn*@!3Ee7fhBnvaFI{>`dhezdG2#
zE*hP8#X_xV_VH6N>}@V4<F>&MW1W__pxV{8IL?J$p7l6QxZIoXNCte6*?48c66%09
z>JZBa4JjC5*nq>@kWXb|oxth$J_wWCdbuI*US{2r@?ln5P;zw6CBw+Ed@3bbm4P9T
zGRR20?=g{N)kh5(_YphIkY|9Itppj_NPwBFF=J<G8{tU?MyQdCInyS&nBgH8Gt|hX
zHZdj{)hHpa8o|u2GL>cdRX9n86-J(8;xX?yCPkWdCiv#dC*+GM&cAQqFf}=Nz-i=0
zrbEm}#%ywd&ttA}BvKK}vFQor!15t|J-_5h*Nu9k$N50BqxisD%f|3ZLpTCo)i4<R
E9{_ap^Z)<=

literal 0
HcmV?d00001

diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
new file mode 100644
index 000000000..a760b9c55
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
@@ -0,0 +1,340 @@
+from encodings.aliases import aliases
+from hashlib import sha256
+from json import dumps
+from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
+
+from .constant import TOO_BIG_SEQUENCE
+from .utils import iana_name, is_multi_byte_encoding, unicode_range
+
+
+class CharsetMatch:
+    def __init__(
+        self,
+        payload: bytes,
+        guessed_encoding: str,
+        mean_mess_ratio: float,
+        has_sig_or_bom: bool,
+        languages: "CoherenceMatches",
+        decoded_payload: Optional[str] = None,
+    ):
+        self._payload: bytes = payload
+
+        self._encoding: str = guessed_encoding
+        self._mean_mess_ratio: float = mean_mess_ratio
+        self._languages: CoherenceMatches = languages
+        self._has_sig_or_bom: bool = has_sig_or_bom
+        self._unicode_ranges: Optional[List[str]] = None
+
+        self._leaves: List[CharsetMatch] = []
+        self._mean_coherence_ratio: float = 0.0
+
+        self._output_payload: Optional[bytes] = None
+        self._output_encoding: Optional[str] = None
+
+        self._string: Optional[str] = decoded_payload
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, CharsetMatch):
+            raise TypeError(
+                "__eq__ cannot be invoked on {} and {}.".format(
+                    str(other.__class__), str(self.__class__)
+                )
+            )
+        return self.encoding == other.encoding and self.fingerprint == other.fingerprint
+
+    def __lt__(self, other: object) -> bool:
+        """
+        Implemented to make sorted available upon CharsetMatches items.
+        """
+        if not isinstance(other, CharsetMatch):
+            raise ValueError
+
+        chaos_difference: float = abs(self.chaos - other.chaos)
+        coherence_difference: float = abs(self.coherence - other.coherence)
+
+        # Below 1% difference --> Use Coherence
+        if chaos_difference < 0.01 and coherence_difference > 0.02:
+            return self.coherence > other.coherence
+        elif chaos_difference < 0.01 and coherence_difference <= 0.02:
+            # When having a difficult decision, use the result that decoded as many multi-byte as possible.
+            # preserve RAM usage!
+            if len(self._payload) >= TOO_BIG_SEQUENCE:
+                return self.chaos < other.chaos
+            return self.multi_byte_usage > other.multi_byte_usage
+
+        return self.chaos < other.chaos
+
+    @property
+    def multi_byte_usage(self) -> float:
+        return 1.0 - (len(str(self)) / len(self.raw))
+
+    def __str__(self) -> str:
+        # Lazy Str Loading
+        if self._string is None:
+            self._string = str(self._payload, self._encoding, "strict")
+        return self._string
+
+    def __repr__(self) -> str:
+        return "<CharsetMatch '{}' bytes({})>".format(self.encoding, self.fingerprint)
+
+    def add_submatch(self, other: "CharsetMatch") -> None:
+        if not isinstance(other, CharsetMatch) or other == self:
+            raise ValueError(
+                "Unable to add instance <{}> as a submatch of a CharsetMatch".format(
+                    other.__class__
+                )
+            )
+
+        other._string = None  # Unload RAM usage; dirty trick.
+        self._leaves.append(other)
+
+    @property
+    def encoding(self) -> str:
+        return self._encoding
+
+    @property
+    def encoding_aliases(self) -> List[str]:
+        """
+        Encoding name are known by many name, using this could help when searching for IBM855 when it's listed as CP855.
+        """
+        also_known_as: List[str] = []
+        for u, p in aliases.items():
+            if self.encoding == u:
+                also_known_as.append(p)
+            elif self.encoding == p:
+                also_known_as.append(u)
+        return also_known_as
+
+    @property
+    def bom(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def byte_order_mark(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def languages(self) -> List[str]:
+        """
+        Return the complete list of possible languages found in decoded sequence.
+        Usually not really useful. Returned list may be empty even if 'language' property return something != 'Unknown'.
+        """
+        return [e[0] for e in self._languages]
+
+    @property
+    def language(self) -> str:
+        """
+        Most probable language found in decoded sequence. If none were detected or inferred, the property will return
+        "Unknown".
+        """
+        if not self._languages:
+            # Trying to infer the language based on the given encoding
+            # Its either English or we should not pronounce ourselves in certain cases.
+            if "ascii" in self.could_be_from_charset:
+                return "English"
+
+            # doing it there to avoid circular import
+            from charset_normalizer.cd import encoding_languages, mb_encoding_languages
+
+            languages = (
+                mb_encoding_languages(self.encoding)
+                if is_multi_byte_encoding(self.encoding)
+                else encoding_languages(self.encoding)
+            )
+
+            if len(languages) == 0 or "Latin Based" in languages:
+                return "Unknown"
+
+            return languages[0]
+
+        return self._languages[0][0]
+
+    @property
+    def chaos(self) -> float:
+        return self._mean_mess_ratio
+
+    @property
+    def coherence(self) -> float:
+        if not self._languages:
+            return 0.0
+        return self._languages[0][1]
+
+    @property
+    def percent_chaos(self) -> float:
+        return round(self.chaos * 100, ndigits=3)
+
+    @property
+    def percent_coherence(self) -> float:
+        return round(self.coherence * 100, ndigits=3)
+
+    @property
+    def raw(self) -> bytes:
+        """
+        Original untouched bytes.
+        """
+        return self._payload
+
+    @property
+    def submatch(self) -> List["CharsetMatch"]:
+        return self._leaves
+
+    @property
+    def has_submatch(self) -> bool:
+        return len(self._leaves) > 0
+
+    @property
+    def alphabets(self) -> List[str]:
+        if self._unicode_ranges is not None:
+            return self._unicode_ranges
+        # list detected ranges
+        detected_ranges: List[Optional[str]] = [
+            unicode_range(char) for char in str(self)
+        ]
+        # filter and sort
+        self._unicode_ranges = sorted(list({r for r in detected_ranges if r}))
+        return self._unicode_ranges
+
+    @property
+    def could_be_from_charset(self) -> List[str]:
+        """
+        The complete list of encoding that output the exact SAME str result and therefore could be the originating
+        encoding.
+        This list does include the encoding available in property 'encoding'.
+        """
+        return [self._encoding] + [m.encoding for m in self._leaves]
+
+    def output(self, encoding: str = "utf_8") -> bytes:
+        """
+        Method to get re-encoded bytes payload using given target encoding. Default to UTF-8.
+        Any errors will be simply ignored by the encoder NOT replaced.
+        """
+        if self._output_encoding is None or self._output_encoding != encoding:
+            self._output_encoding = encoding
+            self._output_payload = str(self).encode(encoding, "replace")
+
+        return self._output_payload  # type: ignore
+
+    @property
+    def fingerprint(self) -> str:
+        """
+        Retrieve the unique SHA256 computed using the transformed (re-encoded) payload. Not the original one.
+        """
+        return sha256(self.output()).hexdigest()
+
+
+class CharsetMatches:
+    """
+    Container with every CharsetMatch items ordered by default from most probable to the less one.
+    Act like a list(iterable) but does not implements all related methods.
+    """
+
+    def __init__(self, results: Optional[List[CharsetMatch]] = None):
+        self._results: List[CharsetMatch] = sorted(results) if results else []
+
+    def __iter__(self) -> Iterator[CharsetMatch]:
+        yield from self._results
+
+    def __getitem__(self, item: Union[int, str]) -> CharsetMatch:
+        """
+        Retrieve a single item either by its position or encoding name (alias may be used here).
+        Raise KeyError upon invalid index or encoding not present in results.
+        """
+        if isinstance(item, int):
+            return self._results[item]
+        if isinstance(item, str):
+            item = iana_name(item, False)
+            for result in self._results:
+                if item in result.could_be_from_charset:
+                    return result
+        raise KeyError
+
+    def __len__(self) -> int:
+        return len(self._results)
+
+    def __bool__(self) -> bool:
+        return len(self._results) > 0
+
+    def append(self, item: CharsetMatch) -> None:
+        """
+        Insert a single match. Will be inserted accordingly to preserve sort.
+        Can be inserted as a submatch.
+        """
+        if not isinstance(item, CharsetMatch):
+            raise ValueError(
+                "Cannot append instance '{}' to CharsetMatches".format(
+                    str(item.__class__)
+                )
+            )
+        # We should disable the submatch factoring when the input file is too heavy (conserve RAM usage)
+        if len(item.raw) <= TOO_BIG_SEQUENCE:
+            for match in self._results:
+                if match.fingerprint == item.fingerprint and match.chaos == item.chaos:
+                    match.add_submatch(item)
+                    return
+        self._results.append(item)
+        self._results = sorted(self._results)
+
+    def best(self) -> Optional["CharsetMatch"]:
+        """
+        Simply return the first match. Strict equivalent to matches[0].
+        """
+        if not self._results:
+            return None
+        return self._results[0]
+
+    def first(self) -> Optional["CharsetMatch"]:
+        """
+        Redundant method, call the method best(). Kept for BC reasons.
+        """
+        return self.best()
+
+
+CoherenceMatch = Tuple[str, float]
+CoherenceMatches = List[CoherenceMatch]
+
+
+class CliDetectionResult:
+    def __init__(
+        self,
+        path: str,
+        encoding: Optional[str],
+        encoding_aliases: List[str],
+        alternative_encodings: List[str],
+        language: str,
+        alphabets: List[str],
+        has_sig_or_bom: bool,
+        chaos: float,
+        coherence: float,
+        unicode_path: Optional[str],
+        is_preferred: bool,
+    ):
+        self.path: str = path
+        self.unicode_path: Optional[str] = unicode_path
+        self.encoding: Optional[str] = encoding
+        self.encoding_aliases: List[str] = encoding_aliases
+        self.alternative_encodings: List[str] = alternative_encodings
+        self.language: str = language
+        self.alphabets: List[str] = alphabets
+        self.has_sig_or_bom: bool = has_sig_or_bom
+        self.chaos: float = chaos
+        self.coherence: float = coherence
+        self.is_preferred: bool = is_preferred
+
+    @property
+    def __dict__(self) -> Dict[str, Any]:  # type: ignore
+        return {
+            "path": self.path,
+            "encoding": self.encoding,
+            "encoding_aliases": self.encoding_aliases,
+            "alternative_encodings": self.alternative_encodings,
+            "language": self.language,
+            "alphabets": self.alphabets,
+            "has_sig_or_bom": self.has_sig_or_bom,
+            "chaos": self.chaos,
+            "coherence": self.coherence,
+            "unicode_path": self.unicode_path,
+            "is_preferred": self.is_preferred,
+        }
+
+    def to_json(self) -> str:
+        return dumps(self.__dict__, ensure_ascii=True, indent=4)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
new file mode 100644
index 000000000..e5cbbf4c0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
@@ -0,0 +1,421 @@
+import importlib
+import logging
+import unicodedata
+from codecs import IncrementalDecoder
+from encodings.aliases import aliases
+from functools import lru_cache
+from re import findall
+from typing import Generator, List, Optional, Set, Tuple, Union
+
+from _multibytecodec import MultibyteIncrementalDecoder
+
+from .constant import (
+    ENCODING_MARKS,
+    IANA_SUPPORTED_SIMILAR,
+    RE_POSSIBLE_ENCODING_INDICATION,
+    UNICODE_RANGES_COMBINED,
+    UNICODE_SECONDARY_RANGE_KEYWORD,
+    UTF8_MAXIMAL_ALLOCATION,
+)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_accentuated(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return (
+        "WITH GRAVE" in description
+        or "WITH ACUTE" in description
+        or "WITH CEDILLA" in description
+        or "WITH DIAERESIS" in description
+        or "WITH CIRCUMFLEX" in description
+        or "WITH TILDE" in description
+        or "WITH MACRON" in description
+        or "WITH RING ABOVE" in description
+    )
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def remove_accent(character: str) -> str:
+    decomposed: str = unicodedata.decomposition(character)
+    if not decomposed:
+        return character
+
+    codes: List[str] = decomposed.split(" ")
+
+    return chr(int(codes[0], 16))
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def unicode_range(character: str) -> Optional[str]:
+    """
+    Retrieve the Unicode range official name from a single character.
+    """
+    character_ord: int = ord(character)
+
+    for range_name, ord_range in UNICODE_RANGES_COMBINED.items():
+        if character_ord in ord_range:
+            return range_name
+
+    return None
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_latin(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return "LATIN" in description
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_punctuation(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "P" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Punctuation" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_symbol(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "S" in character_category or "N" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Forms" in character_range and character_category != "Lo"
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_emoticon(character: str) -> bool:
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Emoticons" in character_range or "Pictographs" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_separator(character: str) -> bool:
+    if character.isspace() or character in {"｜", "+", "<", ">"}:
+        return True
+
+    character_category: str = unicodedata.category(character)
+
+    return "Z" in character_category or character_category in {"Po", "Pd", "Pc"}
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_case_variable(character: str) -> bool:
+    return character.islower() != character.isupper()
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_cjk(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "CJK" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hiragana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HIRAGANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_katakana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "KATAKANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hangul(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HANGUL" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_thai(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "THAI" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_arabic(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "ARABIC" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_arabic_isolated_form(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "ARABIC" in character_name and "ISOLATED FORM" in character_name
+
+
+@lru_cache(maxsize=len(UNICODE_RANGES_COMBINED))
+def is_unicode_range_secondary(range_name: str) -> bool:
+    return any(keyword in range_name for keyword in UNICODE_SECONDARY_RANGE_KEYWORD)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_unprintable(character: str) -> bool:
+    return (
+        character.isspace() is False  # includes \n \t \r \v
+        and character.isprintable() is False
+        and character != "\x1A"  # Why? Its the ASCII substitute character.
+        and character != "\ufeff"  # bug discovered in Python,
+        # Zero Width No-Break Space located in 	Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space.
+    )
+
+
+def any_specified_encoding(sequence: bytes, search_zone: int = 8192) -> Optional[str]:
+    """
+    Extract using ASCII-only decoder any specified encoding in the first n-bytes.
+    """
+    if not isinstance(sequence, bytes):
+        raise TypeError
+
+    seq_len: int = len(sequence)
+
+    results: List[str] = findall(
+        RE_POSSIBLE_ENCODING_INDICATION,
+        sequence[: min(seq_len, search_zone)].decode("ascii", errors="ignore"),
+    )
+
+    if len(results) == 0:
+        return None
+
+    for specified_encoding in results:
+        specified_encoding = specified_encoding.lower().replace("-", "_")
+
+        encoding_alias: str
+        encoding_iana: str
+
+        for encoding_alias, encoding_iana in aliases.items():
+            if encoding_alias == specified_encoding:
+                return encoding_iana
+            if encoding_iana == specified_encoding:
+                return encoding_iana
+
+    return None
+
+
+@lru_cache(maxsize=128)
+def is_multi_byte_encoding(name: str) -> bool:
+    """
+    Verify is a specific encoding is a multi byte one based on it IANA name
+    """
+    return name in {
+        "utf_8",
+        "utf_8_sig",
+        "utf_16",
+        "utf_16_be",
+        "utf_16_le",
+        "utf_32",
+        "utf_32_le",
+        "utf_32_be",
+        "utf_7",
+    } or issubclass(
+        importlib.import_module("encodings.{}".format(name)).IncrementalDecoder,
+        MultibyteIncrementalDecoder,
+    )
+
+
+def identify_sig_or_bom(sequence: bytes) -> Tuple[Optional[str], bytes]:
+    """
+    Identify and extract SIG/BOM in given sequence.
+    """
+
+    for iana_encoding in ENCODING_MARKS:
+        marks: Union[bytes, List[bytes]] = ENCODING_MARKS[iana_encoding]
+
+        if isinstance(marks, bytes):
+            marks = [marks]
+
+        for mark in marks:
+            if sequence.startswith(mark):
+                return iana_encoding, mark
+
+    return None, b""
+
+
+def should_strip_sig_or_bom(iana_encoding: str) -> bool:
+    return iana_encoding not in {"utf_16", "utf_32"}
+
+
+def iana_name(cp_name: str, strict: bool = True) -> str:
+    cp_name = cp_name.lower().replace("-", "_")
+
+    encoding_alias: str
+    encoding_iana: str
+
+    for encoding_alias, encoding_iana in aliases.items():
+        if cp_name in [encoding_alias, encoding_iana]:
+            return encoding_iana
+
+    if strict:
+        raise ValueError("Unable to retrieve IANA for '{}'".format(cp_name))
+
+    return cp_name
+
+
+def range_scan(decoded_sequence: str) -> List[str]:
+    ranges: Set[str] = set()
+
+    for character in decoded_sequence:
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        ranges.add(character_range)
+
+    return list(ranges)
+
+
+def cp_similarity(iana_name_a: str, iana_name_b: str) -> float:
+    if is_multi_byte_encoding(iana_name_a) or is_multi_byte_encoding(iana_name_b):
+        return 0.0
+
+    decoder_a = importlib.import_module(
+        "encodings.{}".format(iana_name_a)
+    ).IncrementalDecoder
+    decoder_b = importlib.import_module(
+        "encodings.{}".format(iana_name_b)
+    ).IncrementalDecoder
+
+    id_a: IncrementalDecoder = decoder_a(errors="ignore")
+    id_b: IncrementalDecoder = decoder_b(errors="ignore")
+
+    character_match_count: int = 0
+
+    for i in range(255):
+        to_be_decoded: bytes = bytes([i])
+        if id_a.decode(to_be_decoded) == id_b.decode(to_be_decoded):
+            character_match_count += 1
+
+    return character_match_count / 254
+
+
+def is_cp_similar(iana_name_a: str, iana_name_b: str) -> bool:
+    """
+    Determine if two code page are at least 80% similar. IANA_SUPPORTED_SIMILAR dict was generated using
+    the function cp_similarity.
+    """
+    return (
+        iana_name_a in IANA_SUPPORTED_SIMILAR
+        and iana_name_b in IANA_SUPPORTED_SIMILAR[iana_name_a]
+    )
+
+
+def set_logging_handler(
+    name: str = "charset_normalizer",
+    level: int = logging.INFO,
+    format_string: str = "%(asctime)s | %(levelname)s | %(message)s",
+) -> None:
+    logger = logging.getLogger(name)
+    logger.setLevel(level)
+
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter(format_string))
+    logger.addHandler(handler)
+
+
+def cut_sequence_chunks(
+    sequences: bytes,
+    encoding_iana: str,
+    offsets: range,
+    chunk_size: int,
+    bom_or_sig_available: bool,
+    strip_sig_or_bom: bool,
+    sig_payload: bytes,
+    is_multi_byte_decoder: bool,
+    decoded_payload: Optional[str] = None,
+) -> Generator[str, None, None]:
+    if decoded_payload and is_multi_byte_decoder is False:
+        for i in offsets:
+            chunk = decoded_payload[i : i + chunk_size]
+            if not chunk:
+                break
+            yield chunk
+    else:
+        for i in offsets:
+            chunk_end = i + chunk_size
+            if chunk_end > len(sequences) + 8:
+                continue
+
+            cut_sequence = sequences[i : i + chunk_size]
+
+            if bom_or_sig_available and strip_sig_or_bom is False:
+                cut_sequence = sig_payload + cut_sequence
+
+            chunk = cut_sequence.decode(
+                encoding_iana,
+                errors="ignore" if is_multi_byte_decoder else "strict",
+            )
+
+            # multi-byte bad cutting detector and adjustment
+            # not the cleanest way to perform that fix but clever enough for now.
+            if is_multi_byte_decoder and i > 0:
+                chunk_partial_size_chk: int = min(chunk_size, 16)
+
+                if (
+                    decoded_payload
+                    and chunk[:chunk_partial_size_chk] not in decoded_payload
+                ):
+                    for j in range(i, i - 4, -1):
+                        cut_sequence = sequences[j:chunk_end]
+
+                        if bom_or_sig_available and strip_sig_or_bom is False:
+                            cut_sequence = sig_payload + cut_sequence
+
+                        chunk = cut_sequence.decode(encoding_iana, errors="ignore")
+
+                        if chunk[:chunk_partial_size_chk] in decoded_payload:
+                            break
+
+            yield chunk
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
new file mode 100644
index 000000000..5a4da4ff4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
@@ -0,0 +1,6 @@
+"""
+Expose version
+"""
+
+__version__ = "3.3.2"
+VERSION = __version__.split(".")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
new file mode 100644
index 000000000..a2c19c06f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
@@ -0,0 +1,24 @@
+# -*- coding: utf-8 -*-
+import sys
+
+try:
+    from ._version import version as __version__
+except ImportError:
+    __version__ = 'unknown'
+
+__all__ = ['easter', 'parser', 'relativedelta', 'rrule', 'tz',
+           'utils', 'zoneinfo']
+
+def __getattr__(name):
+    import importlib
+
+    if name in __all__:
+        return importlib.import_module("." + name, __name__)
+    raise AttributeError(
+        "module {!r} has not attribute {!r}".format(__name__, name)
+    )
+
+
+def __dir__():
+    # __dir__ should include all the lazy-importable modules as well.
+    return [x for x in globals() if x not in sys.modules] + __all__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
new file mode 100644
index 000000000..4eb2659bd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
@@ -0,0 +1,43 @@
+"""
+Common code used in multiple modules.
+"""
+
+
+class weekday(object):
+    __slots__ = ["weekday", "n"]
+
+    def __init__(self, weekday, n=None):
+        self.weekday = weekday
+        self.n = n
+
+    def __call__(self, n):
+        if n == self.n:
+            return self
+        else:
+            return self.__class__(self.weekday, n)
+
+    def __eq__(self, other):
+        try:
+            if self.weekday != other.weekday or self.n != other.n:
+                return False
+        except AttributeError:
+            return False
+        return True
+
+    def __hash__(self):
+        return hash((
+          self.weekday,
+          self.n,
+        ))
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        s = ("MO", "TU", "WE", "TH", "FR", "SA", "SU")[self.weekday]
+        if not self.n:
+            return s
+        else:
+            return "%s(%+d)" % (s, self.n)
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
new file mode 100644
index 000000000..ddda98098
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
@@ -0,0 +1,4 @@
+# file generated by setuptools_scm
+# don't change, don't track in version control
+__version__ = version = '2.9.0.post0'
+__version_tuple__ = version_tuple = (2, 9, 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
new file mode 100644
index 000000000..f74d1f744
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
@@ -0,0 +1,89 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a generic Easter computing method for any given year, using
+Western, Orthodox or Julian algorithms.
+"""
+
+import datetime
+
+__all__ = ["easter", "EASTER_JULIAN", "EASTER_ORTHODOX", "EASTER_WESTERN"]
+
+EASTER_JULIAN = 1
+EASTER_ORTHODOX = 2
+EASTER_WESTERN = 3
+
+
+def easter(year, method=EASTER_WESTERN):
+    """
+    This method was ported from the work done by GM Arts,
+    on top of the algorithm by Claus Tondering, which was
+    based in part on the algorithm of Ouding (1940), as
+    quoted in "Explanatory Supplement to the Astronomical
+    Almanac", P.  Kenneth Seidelmann, editor.
+
+    This algorithm implements three different Easter
+    calculation methods:
+
+    1. Original calculation in Julian calendar, valid in
+       dates after 326 AD
+    2. Original method, with date converted to Gregorian
+       calendar, valid in years 1583 to 4099
+    3. Revised method, in Gregorian calendar, valid in
+       years 1583 to 4099 as well
+
+    These methods are represented by the constants:
+
+    * ``EASTER_JULIAN   = 1``
+    * ``EASTER_ORTHODOX = 2``
+    * ``EASTER_WESTERN  = 3``
+
+    The default method is method 3.
+
+    More about the algorithm may be found at:
+
+    `GM Arts: Easter Algorithms <http://www.gmarts.org/index.php?go=415>`_
+
+    and
+
+    `The Calendar FAQ: Easter <https://www.tondering.dk/claus/cal/easter.php>`_
+
+    """
+
+    if not (1 <= method <= 3):
+        raise ValueError("invalid method")
+
+    # g - Golden year - 1
+    # c - Century
+    # h - (23 - Epact) mod 30
+    # i - Number of days from March 21 to Paschal Full Moon
+    # j - Weekday for PFM (0=Sunday, etc)
+    # p - Number of days from March 21 to Sunday on or before PFM
+    #     (-6 to 28 methods 1 & 3, to 56 for method 2)
+    # e - Extra days to add for method 2 (converting Julian
+    #     date to Gregorian date)
+
+    y = year
+    g = y % 19
+    e = 0
+    if method < 3:
+        # Old method
+        i = (19*g + 15) % 30
+        j = (y + y//4 + i) % 7
+        if method == 2:
+            # Extra dates to convert Julian to Gregorian date
+            e = 10
+            if y > 1600:
+                e = e + y//100 - 16 - (y//100 - 16)//4
+    else:
+        # New method
+        c = y//100
+        h = (c - c//4 - (8*c + 13)//25 + 19*g + 15) % 30
+        i = h - (h//28)*(1 - (h//28)*(29//(h + 1))*((21 - g)//11))
+        j = (y + y//4 + i + 2 - c + c//4) % 7
+
+    # p can be from -6 to 56 corresponding to dates 22 March to 23 May
+    # (later dates apply to method 2, although 23 May never actually occurs)
+    p = i - j + e
+    d = 1 + (p + 27 + (p + 6)//40) % 31
+    m = 3 + (p + 26)//30
+    return datetime.date(int(y), int(m), int(d))
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
new file mode 100644
index 000000000..d174b0e4d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
@@ -0,0 +1,61 @@
+# -*- coding: utf-8 -*-
+from ._parser import parse, parser, parserinfo, ParserError
+from ._parser import DEFAULTPARSER, DEFAULTTZPARSER
+from ._parser import UnknownTimezoneWarning
+
+from ._parser import __doc__
+
+from .isoparser import isoparser, isoparse
+
+__all__ = ['parse', 'parser', 'parserinfo',
+           'isoparse', 'isoparser',
+           'ParserError',
+           'UnknownTimezoneWarning']
+
+
+###
+# Deprecate portions of the private interface so that downstream code that
+# is improperly relying on it is given *some* notice.
+
+
+def __deprecated_private_func(f):
+    from functools import wraps
+    import warnings
+
+    msg = ('{name} is a private function and may break without warning, '
+           'it will be moved and or renamed in future versions.')
+    msg = msg.format(name=f.__name__)
+
+    @wraps(f)
+    def deprecated_func(*args, **kwargs):
+        warnings.warn(msg, DeprecationWarning)
+        return f(*args, **kwargs)
+
+    return deprecated_func
+
+def __deprecate_private_class(c):
+    import warnings
+
+    msg = ('{name} is a private class and may break without warning, '
+           'it will be moved and or renamed in future versions.')
+    msg = msg.format(name=c.__name__)
+
+    class private_class(c):
+        __doc__ = c.__doc__
+
+        def __init__(self, *args, **kwargs):
+            warnings.warn(msg, DeprecationWarning)
+            super(private_class, self).__init__(*args, **kwargs)
+
+    private_class.__name__ = c.__name__
+
+    return private_class
+
+
+from ._parser import _timelex, _resultbase
+from ._parser import _tzparser, _parsetz
+
+_timelex = __deprecate_private_class(_timelex)
+_tzparser = __deprecate_private_class(_tzparser)
+_resultbase = __deprecate_private_class(_resultbase)
+_parsetz = __deprecated_private_func(_parsetz)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
new file mode 100644
index 000000000..37d1663b2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
@@ -0,0 +1,1613 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a generic date/time string parser which is able to parse
+most known formats to represent a date and/or time.
+
+This module attempts to be forgiving with regards to unlikely input formats,
+returning a datetime object even for dates which are ambiguous. If an element
+of a date/time stamp is omitted, the following rules are applied:
+
+- If AM or PM is left unspecified, a 24-hour clock is assumed, however, an hour
+  on a 12-hour clock (``0 <= hour <= 12``) *must* be specified if AM or PM is
+  specified.
+- If a time zone is omitted, a timezone-naive datetime is returned.
+
+If any other elements are missing, they are taken from the
+:class:`datetime.datetime` object passed to the parameter ``default``. If this
+results in a day number exceeding the valid number of days per month, the
+value falls back to the end of the month.
+
+Additional resources about date/time string formats can be found below:
+
+- `A summary of the international standard date and time notation
+  <https://www.cl.cam.ac.uk/~mgk25/iso-time.html>`_
+- `W3C Date and Time Formats <https://www.w3.org/TR/NOTE-datetime>`_
+- `Time Formats (Planetary Rings Node) <https://pds-rings.seti.org:443/tools/time_formats.html>`_
+- `CPAN ParseDate module
+  <https://metacpan.org/pod/release/MUIR/Time-modules-2013.0912/lib/Time/ParseDate.pm>`_
+- `Java SimpleDateFormat Class
+  <https://docs.oracle.com/javase/6/docs/api/java/text/SimpleDateFormat.html>`_
+"""
+from __future__ import unicode_literals
+
+import datetime
+import re
+import string
+import time
+import warnings
+
+from calendar import monthrange
+from io import StringIO
+
+import six
+from six import integer_types, text_type
+
+from decimal import Decimal
+
+from warnings import warn
+
+from .. import relativedelta
+from .. import tz
+
+__all__ = ["parse", "parserinfo", "ParserError"]
+
+
+# TODO: pandas.core.tools.datetimes imports this explicitly.  Might be worth
+# making public and/or figuring out if there is something we can
+# take off their plate.
+class _timelex(object):
+    # Fractional seconds are sometimes split by a comma
+    _split_decimal = re.compile("([.,])")
+
+    def __init__(self, instream):
+        if isinstance(instream, (bytes, bytearray)):
+            instream = instream.decode()
+
+        if isinstance(instream, text_type):
+            instream = StringIO(instream)
+        elif getattr(instream, 'read', None) is None:
+            raise TypeError('Parser must be a string or character stream, not '
+                            '{itype}'.format(itype=instream.__class__.__name__))
+
+        self.instream = instream
+        self.charstack = []
+        self.tokenstack = []
+        self.eof = False
+
+    def get_token(self):
+        """
+        This function breaks the time string into lexical units (tokens), which
+        can be parsed by the parser. Lexical units are demarcated by changes in
+        the character set, so any continuous string of letters is considered
+        one unit, any continuous string of numbers is considered one unit.
+
+        The main complication arises from the fact that dots ('.') can be used
+        both as separators (e.g. "Sep.20.2009") or decimal points (e.g.
+        "4:30:21.447"). As such, it is necessary to read the full context of
+        any dot-separated strings before breaking it into tokens; as such, this
+        function maintains a "token stack", for when the ambiguous context
+        demands that multiple tokens be parsed at once.
+        """
+        if self.tokenstack:
+            return self.tokenstack.pop(0)
+
+        seenletters = False
+        token = None
+        state = None
+
+        while not self.eof:
+            # We only realize that we've reached the end of a token when we
+            # find a character that's not part of the current token - since
+            # that character may be part of the next token, it's stored in the
+            # charstack.
+            if self.charstack:
+                nextchar = self.charstack.pop(0)
+            else:
+                nextchar = self.instream.read(1)
+                while nextchar == '\x00':
+                    nextchar = self.instream.read(1)
+
+            if not nextchar:
+                self.eof = True
+                break
+            elif not state:
+                # First character of the token - determines if we're starting
+                # to parse a word, a number or something else.
+                token = nextchar
+                if self.isword(nextchar):
+                    state = 'a'
+                elif self.isnum(nextchar):
+                    state = '0'
+                elif self.isspace(nextchar):
+                    token = ' '
+                    break  # emit token
+                else:
+                    break  # emit token
+            elif state == 'a':
+                # If we've already started reading a word, we keep reading
+                # letters until we find something that's not part of a word.
+                seenletters = True
+                if self.isword(nextchar):
+                    token += nextchar
+                elif nextchar == '.':
+                    token += nextchar
+                    state = 'a.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == '0':
+                # If we've already started reading a number, we keep reading
+                # numbers until we find something that doesn't fit.
+                if self.isnum(nextchar):
+                    token += nextchar
+                elif nextchar == '.' or (nextchar == ',' and len(token) >= 2):
+                    token += nextchar
+                    state = '0.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == 'a.':
+                # If we've seen some letters and a dot separator, continue
+                # parsing, and the tokens will be broken up later.
+                seenletters = True
+                if nextchar == '.' or self.isword(nextchar):
+                    token += nextchar
+                elif self.isnum(nextchar) and token[-1] == '.':
+                    token += nextchar
+                    state = '0.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == '0.':
+                # If we've seen at least one dot separator, keep going, we'll
+                # break up the tokens later.
+                if nextchar == '.' or self.isnum(nextchar):
+                    token += nextchar
+                elif self.isword(nextchar) and token[-1] == '.':
+                    token += nextchar
+                    state = 'a.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+
+        if (state in ('a.', '0.') and (seenletters or token.count('.') > 1 or
+                                       token[-1] in '.,')):
+            l = self._split_decimal.split(token)
+            token = l[0]
+            for tok in l[1:]:
+                if tok:
+                    self.tokenstack.append(tok)
+
+        if state == '0.' and token.count('.') == 0:
+            token = token.replace(',', '.')
+
+        return token
+
+    def __iter__(self):
+        return self
+
+    def __next__(self):
+        token = self.get_token()
+        if token is None:
+            raise StopIteration
+
+        return token
+
+    def next(self):
+        return self.__next__()  # Python 2.x support
+
+    @classmethod
+    def split(cls, s):
+        return list(cls(s))
+
+    @classmethod
+    def isword(cls, nextchar):
+        """ Whether or not the next character is part of a word """
+        return nextchar.isalpha()
+
+    @classmethod
+    def isnum(cls, nextchar):
+        """ Whether the next character is part of a number """
+        return nextchar.isdigit()
+
+    @classmethod
+    def isspace(cls, nextchar):
+        """ Whether the next character is whitespace """
+        return nextchar.isspace()
+
+
+class _resultbase(object):
+
+    def __init__(self):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+
+    def _repr(self, classname):
+        l = []
+        for attr in self.__slots__:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("%s=%s" % (attr, repr(value)))
+        return "%s(%s)" % (classname, ", ".join(l))
+
+    def __len__(self):
+        return (sum(getattr(self, attr) is not None
+                    for attr in self.__slots__))
+
+    def __repr__(self):
+        return self._repr(self.__class__.__name__)
+
+
+class parserinfo(object):
+    """
+    Class which handles what inputs are accepted. Subclass this to customize
+    the language and acceptable values for each parameter.
+
+    :param dayfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+        ``yearfirst`` is set to ``True``, this distinguishes between YDM
+        and YMD. Default is ``False``.
+
+    :param yearfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the year. If ``True``, the first number is taken
+        to be the year, otherwise the last number is taken to be the year.
+        Default is ``False``.
+    """
+
+    # m from a.m/p.m, t from ISO T separator
+    JUMP = [" ", ".", ",", ";", "-", "/", "'",
+            "at", "on", "and", "ad", "m", "t", "of",
+            "st", "nd", "rd", "th"]
+
+    WEEKDAYS = [("Mon", "Monday"),
+                ("Tue", "Tuesday"),     # TODO: "Tues"
+                ("Wed", "Wednesday"),
+                ("Thu", "Thursday"),    # TODO: "Thurs"
+                ("Fri", "Friday"),
+                ("Sat", "Saturday"),
+                ("Sun", "Sunday")]
+    MONTHS = [("Jan", "January"),
+              ("Feb", "February"),      # TODO: "Febr"
+              ("Mar", "March"),
+              ("Apr", "April"),
+              ("May", "May"),
+              ("Jun", "June"),
+              ("Jul", "July"),
+              ("Aug", "August"),
+              ("Sep", "Sept", "September"),
+              ("Oct", "October"),
+              ("Nov", "November"),
+              ("Dec", "December")]
+    HMS = [("h", "hour", "hours"),
+           ("m", "minute", "minutes"),
+           ("s", "second", "seconds")]
+    AMPM = [("am", "a"),
+            ("pm", "p")]
+    UTCZONE = ["UTC", "GMT", "Z", "z"]
+    PERTAIN = ["of"]
+    TZOFFSET = {}
+    # TODO: ERA = ["AD", "BC", "CE", "BCE", "Stardate",
+    #              "Anno Domini", "Year of Our Lord"]
+
+    def __init__(self, dayfirst=False, yearfirst=False):
+        self._jump = self._convert(self.JUMP)
+        self._weekdays = self._convert(self.WEEKDAYS)
+        self._months = self._convert(self.MONTHS)
+        self._hms = self._convert(self.HMS)
+        self._ampm = self._convert(self.AMPM)
+        self._utczone = self._convert(self.UTCZONE)
+        self._pertain = self._convert(self.PERTAIN)
+
+        self.dayfirst = dayfirst
+        self.yearfirst = yearfirst
+
+        self._year = time.localtime().tm_year
+        self._century = self._year // 100 * 100
+
+    def _convert(self, lst):
+        dct = {}
+        for i, v in enumerate(lst):
+            if isinstance(v, tuple):
+                for v in v:
+                    dct[v.lower()] = i
+            else:
+                dct[v.lower()] = i
+        return dct
+
+    def jump(self, name):
+        return name.lower() in self._jump
+
+    def weekday(self, name):
+        try:
+            return self._weekdays[name.lower()]
+        except KeyError:
+            pass
+        return None
+
+    def month(self, name):
+        try:
+            return self._months[name.lower()] + 1
+        except KeyError:
+            pass
+        return None
+
+    def hms(self, name):
+        try:
+            return self._hms[name.lower()]
+        except KeyError:
+            return None
+
+    def ampm(self, name):
+        try:
+            return self._ampm[name.lower()]
+        except KeyError:
+            return None
+
+    def pertain(self, name):
+        return name.lower() in self._pertain
+
+    def utczone(self, name):
+        return name.lower() in self._utczone
+
+    def tzoffset(self, name):
+        if name in self._utczone:
+            return 0
+
+        return self.TZOFFSET.get(name)
+
+    def convertyear(self, year, century_specified=False):
+        """
+        Converts two-digit years to year within [-50, 49]
+        range of self._year (current local time)
+        """
+
+        # Function contract is that the year is always positive
+        assert year >= 0
+
+        if year < 100 and not century_specified:
+            # assume current century to start
+            year += self._century
+
+            if year >= self._year + 50:  # if too far in future
+                year -= 100
+            elif year < self._year - 50:  # if too far in past
+                year += 100
+
+        return year
+
+    def validate(self, res):
+        # move to info
+        if res.year is not None:
+            res.year = self.convertyear(res.year, res.century_specified)
+
+        if ((res.tzoffset == 0 and not res.tzname) or
+             (res.tzname == 'Z' or res.tzname == 'z')):
+            res.tzname = "UTC"
+            res.tzoffset = 0
+        elif res.tzoffset != 0 and res.tzname and self.utczone(res.tzname):
+            res.tzoffset = 0
+        return True
+
+
+class _ymd(list):
+    def __init__(self, *args, **kwargs):
+        super(self.__class__, self).__init__(*args, **kwargs)
+        self.century_specified = False
+        self.dstridx = None
+        self.mstridx = None
+        self.ystridx = None
+
+    @property
+    def has_year(self):
+        return self.ystridx is not None
+
+    @property
+    def has_month(self):
+        return self.mstridx is not None
+
+    @property
+    def has_day(self):
+        return self.dstridx is not None
+
+    def could_be_day(self, value):
+        if self.has_day:
+            return False
+        elif not self.has_month:
+            return 1 <= value <= 31
+        elif not self.has_year:
+            # Be permissive, assume leap year
+            month = self[self.mstridx]
+            return 1 <= value <= monthrange(2000, month)[1]
+        else:
+            month = self[self.mstridx]
+            year = self[self.ystridx]
+            return 1 <= value <= monthrange(year, month)[1]
+
+    def append(self, val, label=None):
+        if hasattr(val, '__len__'):
+            if val.isdigit() and len(val) > 2:
+                self.century_specified = True
+                if label not in [None, 'Y']:  # pragma: no cover
+                    raise ValueError(label)
+                label = 'Y'
+        elif val > 100:
+            self.century_specified = True
+            if label not in [None, 'Y']:  # pragma: no cover
+                raise ValueError(label)
+            label = 'Y'
+
+        super(self.__class__, self).append(int(val))
+
+        if label == 'M':
+            if self.has_month:
+                raise ValueError('Month is already set')
+            self.mstridx = len(self) - 1
+        elif label == 'D':
+            if self.has_day:
+                raise ValueError('Day is already set')
+            self.dstridx = len(self) - 1
+        elif label == 'Y':
+            if self.has_year:
+                raise ValueError('Year is already set')
+            self.ystridx = len(self) - 1
+
+    def _resolve_from_stridxs(self, strids):
+        """
+        Try to resolve the identities of year/month/day elements using
+        ystridx, mstridx, and dstridx, if enough of these are specified.
+        """
+        if len(self) == 3 and len(strids) == 2:
+            # we can back out the remaining stridx value
+            missing = [x for x in range(3) if x not in strids.values()]
+            key = [x for x in ['y', 'm', 'd'] if x not in strids]
+            assert len(missing) == len(key) == 1
+            key = key[0]
+            val = missing[0]
+            strids[key] = val
+
+        assert len(self) == len(strids)  # otherwise this should not be called
+        out = {key: self[strids[key]] for key in strids}
+        return (out.get('y'), out.get('m'), out.get('d'))
+
+    def resolve_ymd(self, yearfirst, dayfirst):
+        len_ymd = len(self)
+        year, month, day = (None, None, None)
+
+        strids = (('y', self.ystridx),
+                  ('m', self.mstridx),
+                  ('d', self.dstridx))
+
+        strids = {key: val for key, val in strids if val is not None}
+        if (len(self) == len(strids) > 0 or
+                (len(self) == 3 and len(strids) == 2)):
+            return self._resolve_from_stridxs(strids)
+
+        mstridx = self.mstridx
+
+        if len_ymd > 3:
+            raise ValueError("More than three YMD values")
+        elif len_ymd == 1 or (mstridx is not None and len_ymd == 2):
+            # One member, or two members with a month string
+            if mstridx is not None:
+                month = self[mstridx]
+                # since mstridx is 0 or 1, self[mstridx-1] always
+                # looks up the other element
+                other = self[mstridx - 1]
+            else:
+                other = self[0]
+
+            if len_ymd > 1 or mstridx is None:
+                if other > 31:
+                    year = other
+                else:
+                    day = other
+
+        elif len_ymd == 2:
+            # Two members with numbers
+            if self[0] > 31:
+                # 99-01
+                year, month = self
+            elif self[1] > 31:
+                # 01-99
+                month, year = self
+            elif dayfirst and self[1] <= 12:
+                # 13-01
+                day, month = self
+            else:
+                # 01-13
+                month, day = self
+
+        elif len_ymd == 3:
+            # Three members
+            if mstridx == 0:
+                if self[1] > 31:
+                    # Apr-2003-25
+                    month, year, day = self
+                else:
+                    month, day, year = self
+            elif mstridx == 1:
+                if self[0] > 31 or (yearfirst and self[2] <= 31):
+                    # 99-Jan-01
+                    year, month, day = self
+                else:
+                    # 01-Jan-01
+                    # Give precedence to day-first, since
+                    # two-digit years is usually hand-written.
+                    day, month, year = self
+
+            elif mstridx == 2:
+                # WTF!?
+                if self[1] > 31:
+                    # 01-99-Jan
+                    day, year, month = self
+                else:
+                    # 99-01-Jan
+                    year, day, month = self
+
+            else:
+                if (self[0] > 31 or
+                    self.ystridx == 0 or
+                        (yearfirst and self[1] <= 12 and self[2] <= 31)):
+                    # 99-01-01
+                    if dayfirst and self[2] <= 12:
+                        year, day, month = self
+                    else:
+                        year, month, day = self
+                elif self[0] > 12 or (dayfirst and self[1] <= 12):
+                    # 13-01-01
+                    day, month, year = self
+                else:
+                    # 01-13-01
+                    month, day, year = self
+
+        return year, month, day
+
+
+class parser(object):
+    def __init__(self, info=None):
+        self.info = info or parserinfo()
+
+    def parse(self, timestr, default=None,
+              ignoretz=False, tzinfos=None, **kwargs):
+        """
+        Parse the date/time string into a :class:`datetime.datetime` object.
+
+        :param timestr:
+            Any date/time string using the supported formats.
+
+        :param default:
+            The default datetime object, if this is a datetime object and not
+            ``None``, elements specified in ``timestr`` replace elements in the
+            default object.
+
+        :param ignoretz:
+            If set ``True``, time zones in parsed strings are ignored and a
+            naive :class:`datetime.datetime` object is returned.
+
+        :param tzinfos:
+            Additional time zone names / aliases which may be present in the
+            string. This argument maps time zone names (and optionally offsets
+            from those time zones) to time zones. This parameter can be a
+            dictionary with timezone aliases mapping time zone names to time
+            zones or a function taking two parameters (``tzname`` and
+            ``tzoffset``) and returning a time zone.
+
+            The timezones to which the names are mapped can be an integer
+            offset from UTC in seconds or a :class:`tzinfo` object.
+
+            .. doctest::
+               :options: +NORMALIZE_WHITESPACE
+
+                >>> from dateutil.parser import parse
+                >>> from dateutil.tz import gettz
+                >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
+                >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
+                datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
+                >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
+                datetime.datetime(2012, 1, 19, 17, 21,
+                                  tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
+
+            This parameter is ignored if ``ignoretz`` is set.
+
+        :param \\*\\*kwargs:
+            Keyword arguments as passed to ``_parse()``.
+
+        :return:
+            Returns a :class:`datetime.datetime` object or, if the
+            ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
+            first element being a :class:`datetime.datetime` object, the second
+            a tuple containing the fuzzy tokens.
+
+        :raises ParserError:
+            Raised for invalid or unknown string format, if the provided
+            :class:`tzinfo` is not in a valid format, or if an invalid date
+            would be created.
+
+        :raises TypeError:
+            Raised for non-string or character stream input.
+
+        :raises OverflowError:
+            Raised if the parsed date exceeds the largest valid C integer on
+            your system.
+        """
+
+        if default is None:
+            default = datetime.datetime.now().replace(hour=0, minute=0,
+                                                      second=0, microsecond=0)
+
+        res, skipped_tokens = self._parse(timestr, **kwargs)
+
+        if res is None:
+            raise ParserError("Unknown string format: %s", timestr)
+
+        if len(res) == 0:
+            raise ParserError("String does not contain a date: %s", timestr)
+
+        try:
+            ret = self._build_naive(res, default)
+        except ValueError as e:
+            six.raise_from(ParserError(str(e) + ": %s", timestr), e)
+
+        if not ignoretz:
+            ret = self._build_tzaware(ret, res, tzinfos)
+
+        if kwargs.get('fuzzy_with_tokens', False):
+            return ret, skipped_tokens
+        else:
+            return ret
+
+    class _result(_resultbase):
+        __slots__ = ["year", "month", "day", "weekday",
+                     "hour", "minute", "second", "microsecond",
+                     "tzname", "tzoffset", "ampm","any_unused_tokens"]
+
+    def _parse(self, timestr, dayfirst=None, yearfirst=None, fuzzy=False,
+               fuzzy_with_tokens=False):
+        """
+        Private method which performs the heavy lifting of parsing, called from
+        ``parse()``, which passes on its ``kwargs`` to this function.
+
+        :param timestr:
+            The string to parse.
+
+        :param dayfirst:
+            Whether to interpret the first value in an ambiguous 3-integer date
+            (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+            ``yearfirst`` is set to ``True``, this distinguishes between YDM
+            and YMD. If set to ``None``, this value is retrieved from the
+            current :class:`parserinfo` object (which itself defaults to
+            ``False``).
+
+        :param yearfirst:
+            Whether to interpret the first value in an ambiguous 3-integer date
+            (e.g. 01/05/09) as the year. If ``True``, the first number is taken
+            to be the year, otherwise the last number is taken to be the year.
+            If this is set to ``None``, the value is retrieved from the current
+            :class:`parserinfo` object (which itself defaults to ``False``).
+
+        :param fuzzy:
+            Whether to allow fuzzy parsing, allowing for string like "Today is
+            January 1, 2047 at 8:21:00AM".
+
+        :param fuzzy_with_tokens:
+            If ``True``, ``fuzzy`` is automatically set to True, and the parser
+            will return a tuple where the first element is the parsed
+            :class:`datetime.datetime` datetimestamp and the second element is
+            a tuple containing the portions of the string which were ignored:
+
+            .. doctest::
+
+                >>> from dateutil.parser import parse
+                >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
+                (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
+
+        """
+        if fuzzy_with_tokens:
+            fuzzy = True
+
+        info = self.info
+
+        if dayfirst is None:
+            dayfirst = info.dayfirst
+
+        if yearfirst is None:
+            yearfirst = info.yearfirst
+
+        res = self._result()
+        l = _timelex.split(timestr)         # Splits the timestr into tokens
+
+        skipped_idxs = []
+
+        # year/month/day list
+        ymd = _ymd()
+
+        len_l = len(l)
+        i = 0
+        try:
+            while i < len_l:
+
+                # Check if it's a number
+                value_repr = l[i]
+                try:
+                    value = float(value_repr)
+                except ValueError:
+                    value = None
+
+                if value is not None:
+                    # Numeric token
+                    i = self._parse_numeric_token(l, i, info, ymd, res, fuzzy)
+
+                # Check weekday
+                elif info.weekday(l[i]) is not None:
+                    value = info.weekday(l[i])
+                    res.weekday = value
+
+                # Check month name
+                elif info.month(l[i]) is not None:
+                    value = info.month(l[i])
+                    ymd.append(value, 'M')
+
+                    if i + 1 < len_l:
+                        if l[i + 1] in ('-', '/'):
+                            # Jan-01[-99]
+                            sep = l[i + 1]
+                            ymd.append(l[i + 2])
+
+                            if i + 3 < len_l and l[i + 3] == sep:
+                                # Jan-01-99
+                                ymd.append(l[i + 4])
+                                i += 2
+
+                            i += 2
+
+                        elif (i + 4 < len_l and l[i + 1] == l[i + 3] == ' ' and
+                              info.pertain(l[i + 2])):
+                            # Jan of 01
+                            # In this case, 01 is clearly year
+                            if l[i + 4].isdigit():
+                                # Convert it here to become unambiguous
+                                value = int(l[i + 4])
+                                year = str(info.convertyear(value))
+                                ymd.append(year, 'Y')
+                            else:
+                                # Wrong guess
+                                pass
+                                # TODO: not hit in tests
+                            i += 4
+
+                # Check am/pm
+                elif info.ampm(l[i]) is not None:
+                    value = info.ampm(l[i])
+                    val_is_ampm = self._ampm_valid(res.hour, res.ampm, fuzzy)
+
+                    if val_is_ampm:
+                        res.hour = self._adjust_ampm(res.hour, value)
+                        res.ampm = value
+
+                    elif fuzzy:
+                        skipped_idxs.append(i)
+
+                # Check for a timezone name
+                elif self._could_be_tzname(res.hour, res.tzname, res.tzoffset, l[i]):
+                    res.tzname = l[i]
+                    res.tzoffset = info.tzoffset(res.tzname)
+
+                    # Check for something like GMT+3, or BRST+3. Notice
+                    # that it doesn't mean "I am 3 hours after GMT", but
+                    # "my time +3 is GMT". If found, we reverse the
+                    # logic so that timezone parsing code will get it
+                    # right.
+                    if i + 1 < len_l and l[i + 1] in ('+', '-'):
+                        l[i + 1] = ('+', '-')[l[i + 1] == '+']
+                        res.tzoffset = None
+                        if info.utczone(res.tzname):
+                            # With something like GMT+3, the timezone
+                            # is *not* GMT.
+                            res.tzname = None
+
+                # Check for a numbered timezone
+                elif res.hour is not None and l[i] in ('+', '-'):
+                    signal = (-1, 1)[l[i] == '+']
+                    len_li = len(l[i + 1])
+
+                    # TODO: check that l[i + 1] is integer?
+                    if len_li == 4:
+                        # -0300
+                        hour_offset = int(l[i + 1][:2])
+                        min_offset = int(l[i + 1][2:])
+                    elif i + 2 < len_l and l[i + 2] == ':':
+                        # -03:00
+                        hour_offset = int(l[i + 1])
+                        min_offset = int(l[i + 3])  # TODO: Check that l[i+3] is minute-like?
+                        i += 2
+                    elif len_li <= 2:
+                        # -[0]3
+                        hour_offset = int(l[i + 1][:2])
+                        min_offset = 0
+                    else:
+                        raise ValueError(timestr)
+
+                    res.tzoffset = signal * (hour_offset * 3600 + min_offset * 60)
+
+                    # Look for a timezone name between parenthesis
+                    if (i + 5 < len_l and
+                            info.jump(l[i + 2]) and l[i + 3] == '(' and
+                            l[i + 5] == ')' and
+                            3 <= len(l[i + 4]) and
+                            self._could_be_tzname(res.hour, res.tzname,
+                                                  None, l[i + 4])):
+                        # -0300 (BRST)
+                        res.tzname = l[i + 4]
+                        i += 4
+
+                    i += 1
+
+                # Check jumps
+                elif not (info.jump(l[i]) or fuzzy):
+                    raise ValueError(timestr)
+
+                else:
+                    skipped_idxs.append(i)
+                i += 1
+
+            # Process year/month/day
+            year, month, day = ymd.resolve_ymd(yearfirst, dayfirst)
+
+            res.century_specified = ymd.century_specified
+            res.year = year
+            res.month = month
+            res.day = day
+
+        except (IndexError, ValueError):
+            return None, None
+
+        if not info.validate(res):
+            return None, None
+
+        if fuzzy_with_tokens:
+            skipped_tokens = self._recombine_skipped(l, skipped_idxs)
+            return res, tuple(skipped_tokens)
+        else:
+            return res, None
+
+    def _parse_numeric_token(self, tokens, idx, info, ymd, res, fuzzy):
+        # Token is a number
+        value_repr = tokens[idx]
+        try:
+            value = self._to_decimal(value_repr)
+        except Exception as e:
+            six.raise_from(ValueError('Unknown numeric token'), e)
+
+        len_li = len(value_repr)
+
+        len_l = len(tokens)
+
+        if (len(ymd) == 3 and len_li in (2, 4) and
+            res.hour is None and
+            (idx + 1 >= len_l or
+             (tokens[idx + 1] != ':' and
+              info.hms(tokens[idx + 1]) is None))):
+            # 19990101T23[59]
+            s = tokens[idx]
+            res.hour = int(s[:2])
+
+            if len_li == 4:
+                res.minute = int(s[2:])
+
+        elif len_li == 6 or (len_li > 6 and tokens[idx].find('.') == 6):
+            # YYMMDD or HHMMSS[.ss]
+            s = tokens[idx]
+
+            if not ymd and '.' not in tokens[idx]:
+                ymd.append(s[:2])
+                ymd.append(s[2:4])
+                ymd.append(s[4:])
+            else:
+                # 19990101T235959[.59]
+
+                # TODO: Check if res attributes already set.
+                res.hour = int(s[:2])
+                res.minute = int(s[2:4])
+                res.second, res.microsecond = self._parsems(s[4:])
+
+        elif len_li in (8, 12, 14):
+            # YYYYMMDD
+            s = tokens[idx]
+            ymd.append(s[:4], 'Y')
+            ymd.append(s[4:6])
+            ymd.append(s[6:8])
+
+            if len_li > 8:
+                res.hour = int(s[8:10])
+                res.minute = int(s[10:12])
+
+                if len_li > 12:
+                    res.second = int(s[12:])
+
+        elif self._find_hms_idx(idx, tokens, info, allow_jump=True) is not None:
+            # HH[ ]h or MM[ ]m or SS[.ss][ ]s
+            hms_idx = self._find_hms_idx(idx, tokens, info, allow_jump=True)
+            (idx, hms) = self._parse_hms(idx, tokens, info, hms_idx)
+            if hms is not None:
+                # TODO: checking that hour/minute/second are not
+                # already set?
+                self._assign_hms(res, value_repr, hms)
+
+        elif idx + 2 < len_l and tokens[idx + 1] == ':':
+            # HH:MM[:SS[.ss]]
+            res.hour = int(value)
+            value = self._to_decimal(tokens[idx + 2])  # TODO: try/except for this?
+            (res.minute, res.second) = self._parse_min_sec(value)
+
+            if idx + 4 < len_l and tokens[idx + 3] == ':':
+                res.second, res.microsecond = self._parsems(tokens[idx + 4])
+
+                idx += 2
+
+            idx += 2
+
+        elif idx + 1 < len_l and tokens[idx + 1] in ('-', '/', '.'):
+            sep = tokens[idx + 1]
+            ymd.append(value_repr)
+
+            if idx + 2 < len_l and not info.jump(tokens[idx + 2]):
+                if tokens[idx + 2].isdigit():
+                    # 01-01[-01]
+                    ymd.append(tokens[idx + 2])
+                else:
+                    # 01-Jan[-01]
+                    value = info.month(tokens[idx + 2])
+
+                    if value is not None:
+                        ymd.append(value, 'M')
+                    else:
+                        raise ValueError()
+
+                if idx + 3 < len_l and tokens[idx + 3] == sep:
+                    # We have three members
+                    value = info.month(tokens[idx + 4])
+
+                    if value is not None:
+                        ymd.append(value, 'M')
+                    else:
+                        ymd.append(tokens[idx + 4])
+                    idx += 2
+
+                idx += 1
+            idx += 1
+
+        elif idx + 1 >= len_l or info.jump(tokens[idx + 1]):
+            if idx + 2 < len_l and info.ampm(tokens[idx + 2]) is not None:
+                # 12 am
+                hour = int(value)
+                res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 2]))
+                idx += 1
+            else:
+                # Year, month or day
+                ymd.append(value)
+            idx += 1
+
+        elif info.ampm(tokens[idx + 1]) is not None and (0 <= value < 24):
+            # 12am
+            hour = int(value)
+            res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 1]))
+            idx += 1
+
+        elif ymd.could_be_day(value):
+            ymd.append(value)
+
+        elif not fuzzy:
+            raise ValueError()
+
+        return idx
+
+    def _find_hms_idx(self, idx, tokens, info, allow_jump):
+        len_l = len(tokens)
+
+        if idx+1 < len_l and info.hms(tokens[idx+1]) is not None:
+            # There is an "h", "m", or "s" label following this token.  We take
+            # assign the upcoming label to the current token.
+            # e.g. the "12" in 12h"
+            hms_idx = idx + 1
+
+        elif (allow_jump and idx+2 < len_l and tokens[idx+1] == ' ' and
+              info.hms(tokens[idx+2]) is not None):
+            # There is a space and then an "h", "m", or "s" label.
+            # e.g. the "12" in "12 h"
+            hms_idx = idx + 2
+
+        elif idx > 0 and info.hms(tokens[idx-1]) is not None:
+            # There is a "h", "m", or "s" preceding this token.  Since neither
+            # of the previous cases was hit, there is no label following this
+            # token, so we use the previous label.
+            # e.g. the "04" in "12h04"
+            hms_idx = idx-1
+
+        elif (1 < idx == len_l-1 and tokens[idx-1] == ' ' and
+              info.hms(tokens[idx-2]) is not None):
+            # If we are looking at the final token, we allow for a
+            # backward-looking check to skip over a space.
+            # TODO: Are we sure this is the right condition here?
+            hms_idx = idx - 2
+
+        else:
+            hms_idx = None
+
+        return hms_idx
+
+    def _assign_hms(self, res, value_repr, hms):
+        # See GH issue #427, fixing float rounding
+        value = self._to_decimal(value_repr)
+
+        if hms == 0:
+            # Hour
+            res.hour = int(value)
+            if value % 1:
+                res.minute = int(60*(value % 1))
+
+        elif hms == 1:
+            (res.minute, res.second) = self._parse_min_sec(value)
+
+        elif hms == 2:
+            (res.second, res.microsecond) = self._parsems(value_repr)
+
+    def _could_be_tzname(self, hour, tzname, tzoffset, token):
+        return (hour is not None and
+                tzname is None and
+                tzoffset is None and
+                len(token) <= 5 and
+                (all(x in string.ascii_uppercase for x in token)
+                 or token in self.info.UTCZONE))
+
+    def _ampm_valid(self, hour, ampm, fuzzy):
+        """
+        For fuzzy parsing, 'a' or 'am' (both valid English words)
+        may erroneously trigger the AM/PM flag. Deal with that
+        here.
+        """
+        val_is_ampm = True
+
+        # If there's already an AM/PM flag, this one isn't one.
+        if fuzzy and ampm is not None:
+            val_is_ampm = False
+
+        # If AM/PM is found and hour is not, raise a ValueError
+        if hour is None:
+            if fuzzy:
+                val_is_ampm = False
+            else:
+                raise ValueError('No hour specified with AM or PM flag.')
+        elif not 0 <= hour <= 12:
+            # If AM/PM is found, it's a 12 hour clock, so raise
+            # an error for invalid range
+            if fuzzy:
+                val_is_ampm = False
+            else:
+                raise ValueError('Invalid hour specified for 12-hour clock.')
+
+        return val_is_ampm
+
+    def _adjust_ampm(self, hour, ampm):
+        if hour < 12 and ampm == 1:
+            hour += 12
+        elif hour == 12 and ampm == 0:
+            hour = 0
+        return hour
+
+    def _parse_min_sec(self, value):
+        # TODO: Every usage of this function sets res.second to the return
+        # value. Are there any cases where second will be returned as None and
+        # we *don't* want to set res.second = None?
+        minute = int(value)
+        second = None
+
+        sec_remainder = value % 1
+        if sec_remainder:
+            second = int(60 * sec_remainder)
+        return (minute, second)
+
+    def _parse_hms(self, idx, tokens, info, hms_idx):
+        # TODO: Is this going to admit a lot of false-positives for when we
+        # just happen to have digits and "h", "m" or "s" characters in non-date
+        # text?  I guess hex hashes won't have that problem, but there's plenty
+        # of random junk out there.
+        if hms_idx is None:
+            hms = None
+            new_idx = idx
+        elif hms_idx > idx:
+            hms = info.hms(tokens[hms_idx])
+            new_idx = hms_idx
+        else:
+            # Looking backwards, increment one.
+            hms = info.hms(tokens[hms_idx]) + 1
+            new_idx = idx
+
+        return (new_idx, hms)
+
+    # ------------------------------------------------------------------
+    # Handling for individual tokens.  These are kept as methods instead
+    #  of functions for the sake of customizability via subclassing.
+
+    def _parsems(self, value):
+        """Parse a I[.F] seconds value into (seconds, microseconds)."""
+        if "." not in value:
+            return int(value), 0
+        else:
+            i, f = value.split(".")
+            return int(i), int(f.ljust(6, "0")[:6])
+
+    def _to_decimal(self, val):
+        try:
+            decimal_value = Decimal(val)
+            # See GH 662, edge case, infinite value should not be converted
+            #  via `_to_decimal`
+            if not decimal_value.is_finite():
+                raise ValueError("Converted decimal value is infinite or NaN")
+        except Exception as e:
+            msg = "Could not convert %s to decimal" % val
+            six.raise_from(ValueError(msg), e)
+        else:
+            return decimal_value
+
+    # ------------------------------------------------------------------
+    # Post-Parsing construction of datetime output.  These are kept as
+    #  methods instead of functions for the sake of customizability via
+    #  subclassing.
+
+    def _build_tzinfo(self, tzinfos, tzname, tzoffset):
+        if callable(tzinfos):
+            tzdata = tzinfos(tzname, tzoffset)
+        else:
+            tzdata = tzinfos.get(tzname)
+        # handle case where tzinfo is paased an options that returns None
+        # eg tzinfos = {'BRST' : None}
+        if isinstance(tzdata, datetime.tzinfo) or tzdata is None:
+            tzinfo = tzdata
+        elif isinstance(tzdata, text_type):
+            tzinfo = tz.tzstr(tzdata)
+        elif isinstance(tzdata, integer_types):
+            tzinfo = tz.tzoffset(tzname, tzdata)
+        else:
+            raise TypeError("Offset must be tzinfo subclass, tz string, "
+                            "or int offset.")
+        return tzinfo
+
+    def _build_tzaware(self, naive, res, tzinfos):
+        if (callable(tzinfos) or (tzinfos and res.tzname in tzinfos)):
+            tzinfo = self._build_tzinfo(tzinfos, res.tzname, res.tzoffset)
+            aware = naive.replace(tzinfo=tzinfo)
+            aware = self._assign_tzname(aware, res.tzname)
+
+        elif res.tzname and res.tzname in time.tzname:
+            aware = naive.replace(tzinfo=tz.tzlocal())
+
+            # Handle ambiguous local datetime
+            aware = self._assign_tzname(aware, res.tzname)
+
+            # This is mostly relevant for winter GMT zones parsed in the UK
+            if (aware.tzname() != res.tzname and
+                    res.tzname in self.info.UTCZONE):
+                aware = aware.replace(tzinfo=tz.UTC)
+
+        elif res.tzoffset == 0:
+            aware = naive.replace(tzinfo=tz.UTC)
+
+        elif res.tzoffset:
+            aware = naive.replace(tzinfo=tz.tzoffset(res.tzname, res.tzoffset))
+
+        elif not res.tzname and not res.tzoffset:
+            # i.e. no timezone information was found.
+            aware = naive
+
+        elif res.tzname:
+            # tz-like string was parsed but we don't know what to do
+            # with it
+            warnings.warn("tzname {tzname} identified but not understood.  "
+                          "Pass `tzinfos` argument in order to correctly "
+                          "return a timezone-aware datetime.  In a future "
+                          "version, this will raise an "
+                          "exception.".format(tzname=res.tzname),
+                          category=UnknownTimezoneWarning)
+            aware = naive
+
+        return aware
+
+    def _build_naive(self, res, default):
+        repl = {}
+        for attr in ("year", "month", "day", "hour",
+                     "minute", "second", "microsecond"):
+            value = getattr(res, attr)
+            if value is not None:
+                repl[attr] = value
+
+        if 'day' not in repl:
+            # If the default day exceeds the last day of the month, fall back
+            # to the end of the month.
+            cyear = default.year if res.year is None else res.year
+            cmonth = default.month if res.month is None else res.month
+            cday = default.day if res.day is None else res.day
+
+            if cday > monthrange(cyear, cmonth)[1]:
+                repl['day'] = monthrange(cyear, cmonth)[1]
+
+        naive = default.replace(**repl)
+
+        if res.weekday is not None and not res.day:
+            naive = naive + relativedelta.relativedelta(weekday=res.weekday)
+
+        return naive
+
+    def _assign_tzname(self, dt, tzname):
+        if dt.tzname() != tzname:
+            new_dt = tz.enfold(dt, fold=1)
+            if new_dt.tzname() == tzname:
+                return new_dt
+
+        return dt
+
+    def _recombine_skipped(self, tokens, skipped_idxs):
+        """
+        >>> tokens = ["foo", " ", "bar", " ", "19June2000", "baz"]
+        >>> skipped_idxs = [0, 1, 2, 5]
+        >>> _recombine_skipped(tokens, skipped_idxs)
+        ["foo bar", "baz"]
+        """
+        skipped_tokens = []
+        for i, idx in enumerate(sorted(skipped_idxs)):
+            if i > 0 and idx - 1 == skipped_idxs[i - 1]:
+                skipped_tokens[-1] = skipped_tokens[-1] + tokens[idx]
+            else:
+                skipped_tokens.append(tokens[idx])
+
+        return skipped_tokens
+
+
+DEFAULTPARSER = parser()
+
+
+def parse(timestr, parserinfo=None, **kwargs):
+    """
+
+    Parse a string in one of the supported formats, using the
+    ``parserinfo`` parameters.
+
+    :param timestr:
+        A string containing a date/time stamp.
+
+    :param parserinfo:
+        A :class:`parserinfo` object containing parameters for the parser.
+        If ``None``, the default arguments to the :class:`parserinfo`
+        constructor are used.
+
+    The ``**kwargs`` parameter takes the following keyword arguments:
+
+    :param default:
+        The default datetime object, if this is a datetime object and not
+        ``None``, elements specified in ``timestr`` replace elements in the
+        default object.
+
+    :param ignoretz:
+        If set ``True``, time zones in parsed strings are ignored and a naive
+        :class:`datetime` object is returned.
+
+    :param tzinfos:
+        Additional time zone names / aliases which may be present in the
+        string. This argument maps time zone names (and optionally offsets
+        from those time zones) to time zones. This parameter can be a
+        dictionary with timezone aliases mapping time zone names to time
+        zones or a function taking two parameters (``tzname`` and
+        ``tzoffset``) and returning a time zone.
+
+        The timezones to which the names are mapped can be an integer
+        offset from UTC in seconds or a :class:`tzinfo` object.
+
+        .. doctest::
+           :options: +NORMALIZE_WHITESPACE
+
+            >>> from dateutil.parser import parse
+            >>> from dateutil.tz import gettz
+            >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
+            >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
+            datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
+            >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
+            datetime.datetime(2012, 1, 19, 17, 21,
+                              tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
+
+        This parameter is ignored if ``ignoretz`` is set.
+
+    :param dayfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+        ``yearfirst`` is set to ``True``, this distinguishes between YDM and
+        YMD. If set to ``None``, this value is retrieved from the current
+        :class:`parserinfo` object (which itself defaults to ``False``).
+
+    :param yearfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the year. If ``True``, the first number is taken to
+        be the year, otherwise the last number is taken to be the year. If
+        this is set to ``None``, the value is retrieved from the current
+        :class:`parserinfo` object (which itself defaults to ``False``).
+
+    :param fuzzy:
+        Whether to allow fuzzy parsing, allowing for string like "Today is
+        January 1, 2047 at 8:21:00AM".
+
+    :param fuzzy_with_tokens:
+        If ``True``, ``fuzzy`` is automatically set to True, and the parser
+        will return a tuple where the first element is the parsed
+        :class:`datetime.datetime` datetimestamp and the second element is
+        a tuple containing the portions of the string which were ignored:
+
+        .. doctest::
+
+            >>> from dateutil.parser import parse
+            >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
+            (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
+
+    :return:
+        Returns a :class:`datetime.datetime` object or, if the
+        ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
+        first element being a :class:`datetime.datetime` object, the second
+        a tuple containing the fuzzy tokens.
+
+    :raises ParserError:
+        Raised for invalid or unknown string formats, if the provided
+        :class:`tzinfo` is not in a valid format, or if an invalid date would
+        be created.
+
+    :raises OverflowError:
+        Raised if the parsed date exceeds the largest valid C integer on
+        your system.
+    """
+    if parserinfo:
+        return parser(parserinfo).parse(timestr, **kwargs)
+    else:
+        return DEFAULTPARSER.parse(timestr, **kwargs)
+
+
+class _tzparser(object):
+
+    class _result(_resultbase):
+
+        __slots__ = ["stdabbr", "stdoffset", "dstabbr", "dstoffset",
+                     "start", "end"]
+
+        class _attr(_resultbase):
+            __slots__ = ["month", "week", "weekday",
+                         "yday", "jyday", "day", "time"]
+
+        def __repr__(self):
+            return self._repr("")
+
+        def __init__(self):
+            _resultbase.__init__(self)
+            self.start = self._attr()
+            self.end = self._attr()
+
+    def parse(self, tzstr):
+        res = self._result()
+        l = [x for x in re.split(r'([,:.]|[a-zA-Z]+|[0-9]+)',tzstr) if x]
+        used_idxs = list()
+        try:
+
+            len_l = len(l)
+
+            i = 0
+            while i < len_l:
+                # BRST+3[BRDT[+2]]
+                j = i
+                while j < len_l and not [x for x in l[j]
+                                         if x in "0123456789:,-+"]:
+                    j += 1
+                if j != i:
+                    if not res.stdabbr:
+                        offattr = "stdoffset"
+                        res.stdabbr = "".join(l[i:j])
+                    else:
+                        offattr = "dstoffset"
+                        res.dstabbr = "".join(l[i:j])
+
+                    for ii in range(j):
+                        used_idxs.append(ii)
+                    i = j
+                    if (i < len_l and (l[i] in ('+', '-') or l[i][0] in
+                                       "0123456789")):
+                        if l[i] in ('+', '-'):
+                            # Yes, that's right.  See the TZ variable
+                            # documentation.
+                            signal = (1, -1)[l[i] == '+']
+                            used_idxs.append(i)
+                            i += 1
+                        else:
+                            signal = -1
+                        len_li = len(l[i])
+                        if len_li == 4:
+                            # -0300
+                            setattr(res, offattr, (int(l[i][:2]) * 3600 +
+                                                   int(l[i][2:]) * 60) * signal)
+                        elif i + 1 < len_l and l[i + 1] == ':':
+                            # -03:00
+                            setattr(res, offattr,
+                                    (int(l[i]) * 3600 +
+                                     int(l[i + 2]) * 60) * signal)
+                            used_idxs.append(i)
+                            i += 2
+                        elif len_li <= 2:
+                            # -[0]3
+                            setattr(res, offattr,
+                                    int(l[i][:2]) * 3600 * signal)
+                        else:
+                            return None
+                        used_idxs.append(i)
+                        i += 1
+                    if res.dstabbr:
+                        break
+                else:
+                    break
+
+
+            if i < len_l:
+                for j in range(i, len_l):
+                    if l[j] == ';':
+                        l[j] = ','
+
+                assert l[i] == ','
+
+                i += 1
+
+            if i >= len_l:
+                pass
+            elif (8 <= l.count(',') <= 9 and
+                  not [y for x in l[i:] if x != ','
+                       for y in x if y not in "0123456789+-"]):
+                # GMT0BST,3,0,30,3600,10,0,26,7200[,3600]
+                for x in (res.start, res.end):
+                    x.month = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    if l[i] == '-':
+                        value = int(l[i + 1]) * -1
+                        used_idxs.append(i)
+                        i += 1
+                    else:
+                        value = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    if value:
+                        x.week = value
+                        x.weekday = (int(l[i]) - 1) % 7
+                    else:
+                        x.day = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    x.time = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                if i < len_l:
+                    if l[i] in ('-', '+'):
+                        signal = (-1, 1)[l[i] == "+"]
+                        used_idxs.append(i)
+                        i += 1
+                    else:
+                        signal = 1
+                    used_idxs.append(i)
+                    res.dstoffset = (res.stdoffset + int(l[i]) * signal)
+
+                # This was a made-up format that is not in normal use
+                warn(('Parsed time zone "%s"' % tzstr) +
+                     'is in a non-standard dateutil-specific format, which ' +
+                     'is now deprecated; support for parsing this format ' +
+                     'will be removed in future versions. It is recommended ' +
+                     'that you switch to a standard format like the GNU ' +
+                     'TZ variable format.', tz.DeprecatedTzFormatWarning)
+            elif (l.count(',') == 2 and l[i:].count('/') <= 2 and
+                  not [y for x in l[i:] if x not in (',', '/', 'J', 'M',
+                                                     '.', '-', ':')
+                       for y in x if y not in "0123456789"]):
+                for x in (res.start, res.end):
+                    if l[i] == 'J':
+                        # non-leap year day (1 based)
+                        used_idxs.append(i)
+                        i += 1
+                        x.jyday = int(l[i])
+                    elif l[i] == 'M':
+                        # month[-.]week[-.]weekday
+                        used_idxs.append(i)
+                        i += 1
+                        x.month = int(l[i])
+                        used_idxs.append(i)
+                        i += 1
+                        assert l[i] in ('-', '.')
+                        used_idxs.append(i)
+                        i += 1
+                        x.week = int(l[i])
+                        if x.week == 5:
+                            x.week = -1
+                        used_idxs.append(i)
+                        i += 1
+                        assert l[i] in ('-', '.')
+                        used_idxs.append(i)
+                        i += 1
+                        x.weekday = (int(l[i]) - 1) % 7
+                    else:
+                        # year day (zero based)
+                        x.yday = int(l[i]) + 1
+
+                    used_idxs.append(i)
+                    i += 1
+
+                    if i < len_l and l[i] == '/':
+                        used_idxs.append(i)
+                        i += 1
+                        # start time
+                        len_li = len(l[i])
+                        if len_li == 4:
+                            # -0300
+                            x.time = (int(l[i][:2]) * 3600 +
+                                      int(l[i][2:]) * 60)
+                        elif i + 1 < len_l and l[i + 1] == ':':
+                            # -03:00
+                            x.time = int(l[i]) * 3600 + int(l[i + 2]) * 60
+                            used_idxs.append(i)
+                            i += 2
+                            if i + 1 < len_l and l[i + 1] == ':':
+                                used_idxs.append(i)
+                                i += 2
+                                x.time += int(l[i])
+                        elif len_li <= 2:
+                            # -[0]3
+                            x.time = (int(l[i][:2]) * 3600)
+                        else:
+                            return None
+                        used_idxs.append(i)
+                        i += 1
+
+                    assert i == len_l or l[i] == ','
+
+                    i += 1
+
+                assert i >= len_l
+
+        except (IndexError, ValueError, AssertionError):
+            return None
+
+        unused_idxs = set(range(len_l)).difference(used_idxs)
+        res.any_unused_tokens = not {l[n] for n in unused_idxs}.issubset({",",":"})
+        return res
+
+
+DEFAULTTZPARSER = _tzparser()
+
+
+def _parsetz(tzstr):
+    return DEFAULTTZPARSER.parse(tzstr)
+
+
+class ParserError(ValueError):
+    """Exception subclass used for any failure to parse a datetime string.
+
+    This is a subclass of :py:exc:`ValueError`, and should be raised any time
+    earlier versions of ``dateutil`` would have raised ``ValueError``.
+
+    .. versionadded:: 2.8.1
+    """
+    def __str__(self):
+        try:
+            return self.args[0] % self.args[1:]
+        except (TypeError, IndexError):
+            return super(ParserError, self).__str__()
+
+    def __repr__(self):
+        args = ", ".join("'%s'" % arg for arg in self.args)
+        return "%s(%s)" % (self.__class__.__name__, args)
+
+
+class UnknownTimezoneWarning(RuntimeWarning):
+    """Raised when the parser finds a timezone it cannot parse into a tzinfo.
+
+    .. versionadded:: 2.7.0
+    """
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
new file mode 100644
index 000000000..7060087df
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
@@ -0,0 +1,416 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a parser for ISO-8601 strings
+
+It is intended to support all valid date, time and datetime formats per the
+ISO-8601 specification.
+
+..versionadded:: 2.7.0
+"""
+from datetime import datetime, timedelta, time, date
+import calendar
+from dateutil import tz
+
+from functools import wraps
+
+import re
+import six
+
+__all__ = ["isoparse", "isoparser"]
+
+
+def _takes_ascii(f):
+    @wraps(f)
+    def func(self, str_in, *args, **kwargs):
+        # If it's a stream, read the whole thing
+        str_in = getattr(str_in, 'read', lambda: str_in)()
+
+        # If it's unicode, turn it into bytes, since ISO-8601 only covers ASCII
+        if isinstance(str_in, six.text_type):
+            # ASCII is the same in UTF-8
+            try:
+                str_in = str_in.encode('ascii')
+            except UnicodeEncodeError as e:
+                msg = 'ISO-8601 strings should contain only ASCII characters'
+                six.raise_from(ValueError(msg), e)
+
+        return f(self, str_in, *args, **kwargs)
+
+    return func
+
+
+class isoparser(object):
+    def __init__(self, sep=None):
+        """
+        :param sep:
+            A single character that separates date and time portions. If
+            ``None``, the parser will accept any single character.
+            For strict ISO-8601 adherence, pass ``'T'``.
+        """
+        if sep is not None:
+            if (len(sep) != 1 or ord(sep) >= 128 or sep in '0123456789'):
+                raise ValueError('Separator must be a single, non-numeric ' +
+                                 'ASCII character')
+
+            sep = sep.encode('ascii')
+
+        self._sep = sep
+
+    @_takes_ascii
+    def isoparse(self, dt_str):
+        """
+        Parse an ISO-8601 datetime string into a :class:`datetime.datetime`.
+
+        An ISO-8601 datetime string consists of a date portion, followed
+        optionally by a time portion - the date and time portions are separated
+        by a single character separator, which is ``T`` in the official
+        standard. Incomplete date formats (such as ``YYYY-MM``) may *not* be
+        combined with a time portion.
+
+        Supported date formats are:
+
+        Common:
+
+        - ``YYYY``
+        - ``YYYY-MM``
+        - ``YYYY-MM-DD`` or ``YYYYMMDD``
+
+        Uncommon:
+
+        - ``YYYY-Www`` or ``YYYYWww`` - ISO week (day defaults to 0)
+        - ``YYYY-Www-D`` or ``YYYYWwwD`` - ISO week and day
+
+        The ISO week and day numbering follows the same logic as
+        :func:`datetime.date.isocalendar`.
+
+        Supported time formats are:
+
+        - ``hh``
+        - ``hh:mm`` or ``hhmm``
+        - ``hh:mm:ss`` or ``hhmmss``
+        - ``hh:mm:ss.ssssss`` (Up to 6 sub-second digits)
+
+        Midnight is a special case for `hh`, as the standard supports both
+        00:00 and 24:00 as a representation. The decimal separator can be
+        either a dot or a comma.
+
+
+        .. caution::
+
+            Support for fractional components other than seconds is part of the
+            ISO-8601 standard, but is not currently implemented in this parser.
+
+        Supported time zone offset formats are:
+
+        - `Z` (UTC)
+        - `±HH:MM`
+        - `±HHMM`
+        - `±HH`
+
+        Offsets will be represented as :class:`dateutil.tz.tzoffset` objects,
+        with the exception of UTC, which will be represented as
+        :class:`dateutil.tz.tzutc`. Time zone offsets equivalent to UTC (such
+        as `+00:00`) will also be represented as :class:`dateutil.tz.tzutc`.
+
+        :param dt_str:
+            A string or stream containing only an ISO-8601 datetime string
+
+        :return:
+            Returns a :class:`datetime.datetime` representing the string.
+            Unspecified components default to their lowest value.
+
+        .. warning::
+
+            As of version 2.7.0, the strictness of the parser should not be
+            considered a stable part of the contract. Any valid ISO-8601 string
+            that parses correctly with the default settings will continue to
+            parse correctly in future versions, but invalid strings that
+            currently fail (e.g. ``2017-01-01T00:00+00:00:00``) are not
+            guaranteed to continue failing in future versions if they encode
+            a valid date.
+
+        .. versionadded:: 2.7.0
+        """
+        components, pos = self._parse_isodate(dt_str)
+
+        if len(dt_str) > pos:
+            if self._sep is None or dt_str[pos:pos + 1] == self._sep:
+                components += self._parse_isotime(dt_str[pos + 1:])
+            else:
+                raise ValueError('String contains unknown ISO components')
+
+        if len(components) > 3 and components[3] == 24:
+            components[3] = 0
+            return datetime(*components) + timedelta(days=1)
+
+        return datetime(*components)
+
+    @_takes_ascii
+    def parse_isodate(self, datestr):
+        """
+        Parse the date portion of an ISO string.
+
+        :param datestr:
+            The string portion of an ISO string, without a separator
+
+        :return:
+            Returns a :class:`datetime.date` object
+        """
+        components, pos = self._parse_isodate(datestr)
+        if pos < len(datestr):
+            raise ValueError('String contains unknown ISO ' +
+                             'components: {!r}'.format(datestr.decode('ascii')))
+        return date(*components)
+
+    @_takes_ascii
+    def parse_isotime(self, timestr):
+        """
+        Parse the time portion of an ISO string.
+
+        :param timestr:
+            The time portion of an ISO string, without a separator
+
+        :return:
+            Returns a :class:`datetime.time` object
+        """
+        components = self._parse_isotime(timestr)
+        if components[0] == 24:
+            components[0] = 0
+        return time(*components)
+
+    @_takes_ascii
+    def parse_tzstr(self, tzstr, zero_as_utc=True):
+        """
+        Parse a valid ISO time zone string.
+
+        See :func:`isoparser.isoparse` for details on supported formats.
+
+        :param tzstr:
+            A string representing an ISO time zone offset
+
+        :param zero_as_utc:
+            Whether to return :class:`dateutil.tz.tzutc` for zero-offset zones
+
+        :return:
+            Returns :class:`dateutil.tz.tzoffset` for offsets and
+            :class:`dateutil.tz.tzutc` for ``Z`` and (if ``zero_as_utc`` is
+            specified) offsets equivalent to UTC.
+        """
+        return self._parse_tzstr(tzstr, zero_as_utc=zero_as_utc)
+
+    # Constants
+    _DATE_SEP = b'-'
+    _TIME_SEP = b':'
+    _FRACTION_REGEX = re.compile(b'[\\.,]([0-9]+)')
+
+    def _parse_isodate(self, dt_str):
+        try:
+            return self._parse_isodate_common(dt_str)
+        except ValueError:
+            return self._parse_isodate_uncommon(dt_str)
+
+    def _parse_isodate_common(self, dt_str):
+        len_str = len(dt_str)
+        components = [1, 1, 1]
+
+        if len_str < 4:
+            raise ValueError('ISO string too short')
+
+        # Year
+        components[0] = int(dt_str[0:4])
+        pos = 4
+        if pos >= len_str:
+            return components, pos
+
+        has_sep = dt_str[pos:pos + 1] == self._DATE_SEP
+        if has_sep:
+            pos += 1
+
+        # Month
+        if len_str - pos < 2:
+            raise ValueError('Invalid common month')
+
+        components[1] = int(dt_str[pos:pos + 2])
+        pos += 2
+
+        if pos >= len_str:
+            if has_sep:
+                return components, pos
+            else:
+                raise ValueError('Invalid ISO format')
+
+        if has_sep:
+            if dt_str[pos:pos + 1] != self._DATE_SEP:
+                raise ValueError('Invalid separator in ISO string')
+            pos += 1
+
+        # Day
+        if len_str - pos < 2:
+            raise ValueError('Invalid common day')
+        components[2] = int(dt_str[pos:pos + 2])
+        return components, pos + 2
+
+    def _parse_isodate_uncommon(self, dt_str):
+        if len(dt_str) < 4:
+            raise ValueError('ISO string too short')
+
+        # All ISO formats start with the year
+        year = int(dt_str[0:4])
+
+        has_sep = dt_str[4:5] == self._DATE_SEP
+
+        pos = 4 + has_sep       # Skip '-' if it's there
+        if dt_str[pos:pos + 1] == b'W':
+            # YYYY-?Www-?D?
+            pos += 1
+            weekno = int(dt_str[pos:pos + 2])
+            pos += 2
+
+            dayno = 1
+            if len(dt_str) > pos:
+                if (dt_str[pos:pos + 1] == self._DATE_SEP) != has_sep:
+                    raise ValueError('Inconsistent use of dash separator')
+
+                pos += has_sep
+
+                dayno = int(dt_str[pos:pos + 1])
+                pos += 1
+
+            base_date = self._calculate_weekdate(year, weekno, dayno)
+        else:
+            # YYYYDDD or YYYY-DDD
+            if len(dt_str) - pos < 3:
+                raise ValueError('Invalid ordinal day')
+
+            ordinal_day = int(dt_str[pos:pos + 3])
+            pos += 3
+
+            if ordinal_day < 1 or ordinal_day > (365 + calendar.isleap(year)):
+                raise ValueError('Invalid ordinal day' +
+                                 ' {} for year {}'.format(ordinal_day, year))
+
+            base_date = date(year, 1, 1) + timedelta(days=ordinal_day - 1)
+
+        components = [base_date.year, base_date.month, base_date.day]
+        return components, pos
+
+    def _calculate_weekdate(self, year, week, day):
+        """
+        Calculate the day of corresponding to the ISO year-week-day calendar.
+
+        This function is effectively the inverse of
+        :func:`datetime.date.isocalendar`.
+
+        :param year:
+            The year in the ISO calendar
+
+        :param week:
+            The week in the ISO calendar - range is [1, 53]
+
+        :param day:
+            The day in the ISO calendar - range is [1 (MON), 7 (SUN)]
+
+        :return:
+            Returns a :class:`datetime.date`
+        """
+        if not 0 < week < 54:
+            raise ValueError('Invalid week: {}'.format(week))
+
+        if not 0 < day < 8:     # Range is 1-7
+            raise ValueError('Invalid weekday: {}'.format(day))
+
+        # Get week 1 for the specific year:
+        jan_4 = date(year, 1, 4)   # Week 1 always has January 4th in it
+        week_1 = jan_4 - timedelta(days=jan_4.isocalendar()[2] - 1)
+
+        # Now add the specific number of weeks and days to get what we want
+        week_offset = (week - 1) * 7 + (day - 1)
+        return week_1 + timedelta(days=week_offset)
+
+    def _parse_isotime(self, timestr):
+        len_str = len(timestr)
+        components = [0, 0, 0, 0, None]
+        pos = 0
+        comp = -1
+
+        if len_str < 2:
+            raise ValueError('ISO time too short')
+
+        has_sep = False
+
+        while pos < len_str and comp < 5:
+            comp += 1
+
+            if timestr[pos:pos + 1] in b'-+Zz':
+                # Detect time zone boundary
+                components[-1] = self._parse_tzstr(timestr[pos:])
+                pos = len_str
+                break
+
+            if comp == 1 and timestr[pos:pos+1] == self._TIME_SEP:
+                has_sep = True
+                pos += 1
+            elif comp == 2 and has_sep:
+                if timestr[pos:pos+1] != self._TIME_SEP:
+                    raise ValueError('Inconsistent use of colon separator')
+                pos += 1
+
+            if comp < 3:
+                # Hour, minute, second
+                components[comp] = int(timestr[pos:pos + 2])
+                pos += 2
+
+            if comp == 3:
+                # Fraction of a second
+                frac = self._FRACTION_REGEX.match(timestr[pos:])
+                if not frac:
+                    continue
+
+                us_str = frac.group(1)[:6]  # Truncate to microseconds
+                components[comp] = int(us_str) * 10**(6 - len(us_str))
+                pos += len(frac.group())
+
+        if pos < len_str:
+            raise ValueError('Unused components in ISO string')
+
+        if components[0] == 24:
+            # Standard supports 00:00 and 24:00 as representations of midnight
+            if any(component != 0 for component in components[1:4]):
+                raise ValueError('Hour may only be 24 at 24:00:00.000')
+
+        return components
+
+    def _parse_tzstr(self, tzstr, zero_as_utc=True):
+        if tzstr == b'Z' or tzstr == b'z':
+            return tz.UTC
+
+        if len(tzstr) not in {3, 5, 6}:
+            raise ValueError('Time zone offset must be 1, 3, 5 or 6 characters')
+
+        if tzstr[0:1] == b'-':
+            mult = -1
+        elif tzstr[0:1] == b'+':
+            mult = 1
+        else:
+            raise ValueError('Time zone offset requires sign')
+
+        hours = int(tzstr[1:3])
+        if len(tzstr) == 3:
+            minutes = 0
+        else:
+            minutes = int(tzstr[(4 if tzstr[3:4] == self._TIME_SEP else 3):])
+
+        if zero_as_utc and hours == 0 and minutes == 0:
+            return tz.UTC
+        else:
+            if minutes > 59:
+                raise ValueError('Invalid minutes in time zone offset')
+
+            if hours > 23:
+                raise ValueError('Invalid hours in time zone offset')
+
+            return tz.tzoffset(None, mult * (hours * 60 + minutes) * 60)
+
+
+DEFAULT_ISOPARSER = isoparser()
+isoparse = DEFAULT_ISOPARSER.isoparse
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
new file mode 100644
index 000000000..cd323a549
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
@@ -0,0 +1,599 @@
+# -*- coding: utf-8 -*-
+import datetime
+import calendar
+
+import operator
+from math import copysign
+
+from six import integer_types
+from warnings import warn
+
+from ._common import weekday
+
+MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
+
+__all__ = ["relativedelta", "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
+
+
+class relativedelta(object):
+    """
+    The relativedelta type is designed to be applied to an existing datetime and
+    can replace specific components of that datetime, or represents an interval
+    of time.
+
+    It is based on the specification of the excellent work done by M.-A. Lemburg
+    in his
+    `mx.DateTime <https://www.egenix.com/products/python/mxBase/mxDateTime/>`_ extension.
+    However, notice that this type does *NOT* implement the same algorithm as
+    his work. Do *NOT* expect it to behave like mx.DateTime's counterpart.
+
+    There are two different ways to build a relativedelta instance. The
+    first one is passing it two date/datetime classes::
+
+        relativedelta(datetime1, datetime2)
+
+    The second one is passing it any number of the following keyword arguments::
+
+        relativedelta(arg1=x,arg2=y,arg3=z...)
+
+        year, month, day, hour, minute, second, microsecond:
+            Absolute information (argument is singular); adding or subtracting a
+            relativedelta with absolute information does not perform an arithmetic
+            operation, but rather REPLACES the corresponding value in the
+            original datetime with the value(s) in relativedelta.
+
+        years, months, weeks, days, hours, minutes, seconds, microseconds:
+            Relative information, may be negative (argument is plural); adding
+            or subtracting a relativedelta with relative information performs
+            the corresponding arithmetic operation on the original datetime value
+            with the information in the relativedelta.
+
+        weekday:
+            One of the weekday instances (MO, TU, etc) available in the
+            relativedelta module. These instances may receive a parameter N,
+            specifying the Nth weekday, which could be positive or negative
+            (like MO(+1) or MO(-2)). Not specifying it is the same as specifying
+            +1. You can also use an integer, where 0=MO. This argument is always
+            relative e.g. if the calculated date is already Monday, using MO(1)
+            or MO(-1) won't change the day. To effectively make it absolute, use
+            it in combination with the day argument (e.g. day=1, MO(1) for first
+            Monday of the month).
+
+        leapdays:
+            Will add given days to the date found, if year is a leap
+            year, and the date found is post 28 of february.
+
+        yearday, nlyearday:
+            Set the yearday or the non-leap year day (jump leap days).
+            These are converted to day/month/leapdays information.
+
+    There are relative and absolute forms of the keyword
+    arguments. The plural is relative, and the singular is
+    absolute. For each argument in the order below, the absolute form
+    is applied first (by setting each attribute to that value) and
+    then the relative form (by adding the value to the attribute).
+
+    The order of attributes considered when this relativedelta is
+    added to a datetime is:
+
+    1. Year
+    2. Month
+    3. Day
+    4. Hours
+    5. Minutes
+    6. Seconds
+    7. Microseconds
+
+    Finally, weekday is applied, using the rule described above.
+
+    For example
+
+    >>> from datetime import datetime
+    >>> from dateutil.relativedelta import relativedelta, MO
+    >>> dt = datetime(2018, 4, 9, 13, 37, 0)
+    >>> delta = relativedelta(hours=25, day=1, weekday=MO(1))
+    >>> dt + delta
+    datetime.datetime(2018, 4, 2, 14, 37)
+
+    First, the day is set to 1 (the first of the month), then 25 hours
+    are added, to get to the 2nd day and 14th hour, finally the
+    weekday is applied, but since the 2nd is already a Monday there is
+    no effect.
+
+    """
+
+    def __init__(self, dt1=None, dt2=None,
+                 years=0, months=0, days=0, leapdays=0, weeks=0,
+                 hours=0, minutes=0, seconds=0, microseconds=0,
+                 year=None, month=None, day=None, weekday=None,
+                 yearday=None, nlyearday=None,
+                 hour=None, minute=None, second=None, microsecond=None):
+
+        if dt1 and dt2:
+            # datetime is a subclass of date. So both must be date
+            if not (isinstance(dt1, datetime.date) and
+                    isinstance(dt2, datetime.date)):
+                raise TypeError("relativedelta only diffs datetime/date")
+
+            # We allow two dates, or two datetimes, so we coerce them to be
+            # of the same type
+            if (isinstance(dt1, datetime.datetime) !=
+                    isinstance(dt2, datetime.datetime)):
+                if not isinstance(dt1, datetime.datetime):
+                    dt1 = datetime.datetime.fromordinal(dt1.toordinal())
+                elif not isinstance(dt2, datetime.datetime):
+                    dt2 = datetime.datetime.fromordinal(dt2.toordinal())
+
+            self.years = 0
+            self.months = 0
+            self.days = 0
+            self.leapdays = 0
+            self.hours = 0
+            self.minutes = 0
+            self.seconds = 0
+            self.microseconds = 0
+            self.year = None
+            self.month = None
+            self.day = None
+            self.weekday = None
+            self.hour = None
+            self.minute = None
+            self.second = None
+            self.microsecond = None
+            self._has_time = 0
+
+            # Get year / month delta between the two
+            months = (dt1.year - dt2.year) * 12 + (dt1.month - dt2.month)
+            self._set_months(months)
+
+            # Remove the year/month delta so the timedelta is just well-defined
+            # time units (seconds, days and microseconds)
+            dtm = self.__radd__(dt2)
+
+            # If we've overshot our target, make an adjustment
+            if dt1 < dt2:
+                compare = operator.gt
+                increment = 1
+            else:
+                compare = operator.lt
+                increment = -1
+
+            while compare(dt1, dtm):
+                months += increment
+                self._set_months(months)
+                dtm = self.__radd__(dt2)
+
+            # Get the timedelta between the "months-adjusted" date and dt1
+            delta = dt1 - dtm
+            self.seconds = delta.seconds + delta.days * 86400
+            self.microseconds = delta.microseconds
+        else:
+            # Check for non-integer values in integer-only quantities
+            if any(x is not None and x != int(x) for x in (years, months)):
+                raise ValueError("Non-integer years and months are "
+                                 "ambiguous and not currently supported.")
+
+            # Relative information
+            self.years = int(years)
+            self.months = int(months)
+            self.days = days + weeks * 7
+            self.leapdays = leapdays
+            self.hours = hours
+            self.minutes = minutes
+            self.seconds = seconds
+            self.microseconds = microseconds
+
+            # Absolute information
+            self.year = year
+            self.month = month
+            self.day = day
+            self.hour = hour
+            self.minute = minute
+            self.second = second
+            self.microsecond = microsecond
+
+            if any(x is not None and int(x) != x
+                   for x in (year, month, day, hour,
+                             minute, second, microsecond)):
+                # For now we'll deprecate floats - later it'll be an error.
+                warn("Non-integer value passed as absolute information. " +
+                     "This is not a well-defined condition and will raise " +
+                     "errors in future versions.", DeprecationWarning)
+
+            if isinstance(weekday, integer_types):
+                self.weekday = weekdays[weekday]
+            else:
+                self.weekday = weekday
+
+            yday = 0
+            if nlyearday:
+                yday = nlyearday
+            elif yearday:
+                yday = yearday
+                if yearday > 59:
+                    self.leapdays = -1
+            if yday:
+                ydayidx = [31, 59, 90, 120, 151, 181, 212,
+                           243, 273, 304, 334, 366]
+                for idx, ydays in enumerate(ydayidx):
+                    if yday <= ydays:
+                        self.month = idx+1
+                        if idx == 0:
+                            self.day = yday
+                        else:
+                            self.day = yday-ydayidx[idx-1]
+                        break
+                else:
+                    raise ValueError("invalid year day (%d)" % yday)
+
+        self._fix()
+
+    def _fix(self):
+        if abs(self.microseconds) > 999999:
+            s = _sign(self.microseconds)
+            div, mod = divmod(self.microseconds * s, 1000000)
+            self.microseconds = mod * s
+            self.seconds += div * s
+        if abs(self.seconds) > 59:
+            s = _sign(self.seconds)
+            div, mod = divmod(self.seconds * s, 60)
+            self.seconds = mod * s
+            self.minutes += div * s
+        if abs(self.minutes) > 59:
+            s = _sign(self.minutes)
+            div, mod = divmod(self.minutes * s, 60)
+            self.minutes = mod * s
+            self.hours += div * s
+        if abs(self.hours) > 23:
+            s = _sign(self.hours)
+            div, mod = divmod(self.hours * s, 24)
+            self.hours = mod * s
+            self.days += div * s
+        if abs(self.months) > 11:
+            s = _sign(self.months)
+            div, mod = divmod(self.months * s, 12)
+            self.months = mod * s
+            self.years += div * s
+        if (self.hours or self.minutes or self.seconds or self.microseconds
+                or self.hour is not None or self.minute is not None or
+                self.second is not None or self.microsecond is not None):
+            self._has_time = 1
+        else:
+            self._has_time = 0
+
+    @property
+    def weeks(self):
+        return int(self.days / 7.0)
+
+    @weeks.setter
+    def weeks(self, value):
+        self.days = self.days - (self.weeks * 7) + value * 7
+
+    def _set_months(self, months):
+        self.months = months
+        if abs(self.months) > 11:
+            s = _sign(self.months)
+            div, mod = divmod(self.months * s, 12)
+            self.months = mod * s
+            self.years = div * s
+        else:
+            self.years = 0
+
+    def normalized(self):
+        """
+        Return a version of this object represented entirely using integer
+        values for the relative attributes.
+
+        >>> relativedelta(days=1.5, hours=2).normalized()
+        relativedelta(days=+1, hours=+14)
+
+        :return:
+            Returns a :class:`dateutil.relativedelta.relativedelta` object.
+        """
+        # Cascade remainders down (rounding each to roughly nearest microsecond)
+        days = int(self.days)
+
+        hours_f = round(self.hours + 24 * (self.days - days), 11)
+        hours = int(hours_f)
+
+        minutes_f = round(self.minutes + 60 * (hours_f - hours), 10)
+        minutes = int(minutes_f)
+
+        seconds_f = round(self.seconds + 60 * (minutes_f - minutes), 8)
+        seconds = int(seconds_f)
+
+        microseconds = round(self.microseconds + 1e6 * (seconds_f - seconds))
+
+        # Constructor carries overflow back up with call to _fix()
+        return self.__class__(years=self.years, months=self.months,
+                              days=days, hours=hours, minutes=minutes,
+                              seconds=seconds, microseconds=microseconds,
+                              leapdays=self.leapdays, year=self.year,
+                              month=self.month, day=self.day,
+                              weekday=self.weekday, hour=self.hour,
+                              minute=self.minute, second=self.second,
+                              microsecond=self.microsecond)
+
+    def __add__(self, other):
+        if isinstance(other, relativedelta):
+            return self.__class__(years=other.years + self.years,
+                                 months=other.months + self.months,
+                                 days=other.days + self.days,
+                                 hours=other.hours + self.hours,
+                                 minutes=other.minutes + self.minutes,
+                                 seconds=other.seconds + self.seconds,
+                                 microseconds=(other.microseconds +
+                                               self.microseconds),
+                                 leapdays=other.leapdays or self.leapdays,
+                                 year=(other.year if other.year is not None
+                                       else self.year),
+                                 month=(other.month if other.month is not None
+                                        else self.month),
+                                 day=(other.day if other.day is not None
+                                      else self.day),
+                                 weekday=(other.weekday if other.weekday is not None
+                                          else self.weekday),
+                                 hour=(other.hour if other.hour is not None
+                                       else self.hour),
+                                 minute=(other.minute if other.minute is not None
+                                         else self.minute),
+                                 second=(other.second if other.second is not None
+                                         else self.second),
+                                 microsecond=(other.microsecond if other.microsecond
+                                              is not None else
+                                              self.microsecond))
+        if isinstance(other, datetime.timedelta):
+            return self.__class__(years=self.years,
+                                  months=self.months,
+                                  days=self.days + other.days,
+                                  hours=self.hours,
+                                  minutes=self.minutes,
+                                  seconds=self.seconds + other.seconds,
+                                  microseconds=self.microseconds + other.microseconds,
+                                  leapdays=self.leapdays,
+                                  year=self.year,
+                                  month=self.month,
+                                  day=self.day,
+                                  weekday=self.weekday,
+                                  hour=self.hour,
+                                  minute=self.minute,
+                                  second=self.second,
+                                  microsecond=self.microsecond)
+        if not isinstance(other, datetime.date):
+            return NotImplemented
+        elif self._has_time and not isinstance(other, datetime.datetime):
+            other = datetime.datetime.fromordinal(other.toordinal())
+        year = (self.year or other.year)+self.years
+        month = self.month or other.month
+        if self.months:
+            assert 1 <= abs(self.months) <= 12
+            month += self.months
+            if month > 12:
+                year += 1
+                month -= 12
+            elif month < 1:
+                year -= 1
+                month += 12
+        day = min(calendar.monthrange(year, month)[1],
+                  self.day or other.day)
+        repl = {"year": year, "month": month, "day": day}
+        for attr in ["hour", "minute", "second", "microsecond"]:
+            value = getattr(self, attr)
+            if value is not None:
+                repl[attr] = value
+        days = self.days
+        if self.leapdays and month > 2 and calendar.isleap(year):
+            days += self.leapdays
+        ret = (other.replace(**repl)
+               + datetime.timedelta(days=days,
+                                    hours=self.hours,
+                                    minutes=self.minutes,
+                                    seconds=self.seconds,
+                                    microseconds=self.microseconds))
+        if self.weekday:
+            weekday, nth = self.weekday.weekday, self.weekday.n or 1
+            jumpdays = (abs(nth) - 1) * 7
+            if nth > 0:
+                jumpdays += (7 - ret.weekday() + weekday) % 7
+            else:
+                jumpdays += (ret.weekday() - weekday) % 7
+                jumpdays *= -1
+            ret += datetime.timedelta(days=jumpdays)
+        return ret
+
+    def __radd__(self, other):
+        return self.__add__(other)
+
+    def __rsub__(self, other):
+        return self.__neg__().__radd__(other)
+
+    def __sub__(self, other):
+        if not isinstance(other, relativedelta):
+            return NotImplemented   # In case the other object defines __rsub__
+        return self.__class__(years=self.years - other.years,
+                             months=self.months - other.months,
+                             days=self.days - other.days,
+                             hours=self.hours - other.hours,
+                             minutes=self.minutes - other.minutes,
+                             seconds=self.seconds - other.seconds,
+                             microseconds=self.microseconds - other.microseconds,
+                             leapdays=self.leapdays or other.leapdays,
+                             year=(self.year if self.year is not None
+                                   else other.year),
+                             month=(self.month if self.month is not None else
+                                    other.month),
+                             day=(self.day if self.day is not None else
+                                  other.day),
+                             weekday=(self.weekday if self.weekday is not None else
+                                      other.weekday),
+                             hour=(self.hour if self.hour is not None else
+                                   other.hour),
+                             minute=(self.minute if self.minute is not None else
+                                     other.minute),
+                             second=(self.second if self.second is not None else
+                                     other.second),
+                             microsecond=(self.microsecond if self.microsecond
+                                          is not None else
+                                          other.microsecond))
+
+    def __abs__(self):
+        return self.__class__(years=abs(self.years),
+                              months=abs(self.months),
+                              days=abs(self.days),
+                              hours=abs(self.hours),
+                              minutes=abs(self.minutes),
+                              seconds=abs(self.seconds),
+                              microseconds=abs(self.microseconds),
+                              leapdays=self.leapdays,
+                              year=self.year,
+                              month=self.month,
+                              day=self.day,
+                              weekday=self.weekday,
+                              hour=self.hour,
+                              minute=self.minute,
+                              second=self.second,
+                              microsecond=self.microsecond)
+
+    def __neg__(self):
+        return self.__class__(years=-self.years,
+                             months=-self.months,
+                             days=-self.days,
+                             hours=-self.hours,
+                             minutes=-self.minutes,
+                             seconds=-self.seconds,
+                             microseconds=-self.microseconds,
+                             leapdays=self.leapdays,
+                             year=self.year,
+                             month=self.month,
+                             day=self.day,
+                             weekday=self.weekday,
+                             hour=self.hour,
+                             minute=self.minute,
+                             second=self.second,
+                             microsecond=self.microsecond)
+
+    def __bool__(self):
+        return not (not self.years and
+                    not self.months and
+                    not self.days and
+                    not self.hours and
+                    not self.minutes and
+                    not self.seconds and
+                    not self.microseconds and
+                    not self.leapdays and
+                    self.year is None and
+                    self.month is None and
+                    self.day is None and
+                    self.weekday is None and
+                    self.hour is None and
+                    self.minute is None and
+                    self.second is None and
+                    self.microsecond is None)
+    # Compatibility with Python 2.x
+    __nonzero__ = __bool__
+
+    def __mul__(self, other):
+        try:
+            f = float(other)
+        except TypeError:
+            return NotImplemented
+
+        return self.__class__(years=int(self.years * f),
+                             months=int(self.months * f),
+                             days=int(self.days * f),
+                             hours=int(self.hours * f),
+                             minutes=int(self.minutes * f),
+                             seconds=int(self.seconds * f),
+                             microseconds=int(self.microseconds * f),
+                             leapdays=self.leapdays,
+                             year=self.year,
+                             month=self.month,
+                             day=self.day,
+                             weekday=self.weekday,
+                             hour=self.hour,
+                             minute=self.minute,
+                             second=self.second,
+                             microsecond=self.microsecond)
+
+    __rmul__ = __mul__
+
+    def __eq__(self, other):
+        if not isinstance(other, relativedelta):
+            return NotImplemented
+        if self.weekday or other.weekday:
+            if not self.weekday or not other.weekday:
+                return False
+            if self.weekday.weekday != other.weekday.weekday:
+                return False
+            n1, n2 = self.weekday.n, other.weekday.n
+            if n1 != n2 and not ((not n1 or n1 == 1) and (not n2 or n2 == 1)):
+                return False
+        return (self.years == other.years and
+                self.months == other.months and
+                self.days == other.days and
+                self.hours == other.hours and
+                self.minutes == other.minutes and
+                self.seconds == other.seconds and
+                self.microseconds == other.microseconds and
+                self.leapdays == other.leapdays and
+                self.year == other.year and
+                self.month == other.month and
+                self.day == other.day and
+                self.hour == other.hour and
+                self.minute == other.minute and
+                self.second == other.second and
+                self.microsecond == other.microsecond)
+
+    def __hash__(self):
+        return hash((
+            self.weekday,
+            self.years,
+            self.months,
+            self.days,
+            self.hours,
+            self.minutes,
+            self.seconds,
+            self.microseconds,
+            self.leapdays,
+            self.year,
+            self.month,
+            self.day,
+            self.hour,
+            self.minute,
+            self.second,
+            self.microsecond,
+        ))
+
+    def __ne__(self, other):
+        return not self.__eq__(other)
+
+    def __div__(self, other):
+        try:
+            reciprocal = 1 / float(other)
+        except TypeError:
+            return NotImplemented
+
+        return self.__mul__(reciprocal)
+
+    __truediv__ = __div__
+
+    def __repr__(self):
+        l = []
+        for attr in ["years", "months", "days", "leapdays",
+                     "hours", "minutes", "seconds", "microseconds"]:
+            value = getattr(self, attr)
+            if value:
+                l.append("{attr}={value:+g}".format(attr=attr, value=value))
+        for attr in ["year", "month", "day", "weekday",
+                     "hour", "minute", "second", "microsecond"]:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("{attr}={value}".format(attr=attr, value=repr(value)))
+        return "{classname}({attrs})".format(classname=self.__class__.__name__,
+                                             attrs=", ".join(l))
+
+
+def _sign(x):
+    return int(copysign(1, x))
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
new file mode 100644
index 000000000..571a0d2bc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
@@ -0,0 +1,1737 @@
+# -*- coding: utf-8 -*-
+"""
+The rrule module offers a small, complete, and very fast, implementation of
+the recurrence rules documented in the
+`iCalendar RFC <https://tools.ietf.org/html/rfc5545>`_,
+including support for caching of results.
+"""
+import calendar
+import datetime
+import heapq
+import itertools
+import re
+import sys
+from functools import wraps
+# For warning about deprecation of until and count
+from warnings import warn
+
+from six import advance_iterator, integer_types
+
+from six.moves import _thread, range
+
+from ._common import weekday as weekdaybase
+
+try:
+    from math import gcd
+except ImportError:
+    from fractions import gcd
+
+__all__ = ["rrule", "rruleset", "rrulestr",
+           "YEARLY", "MONTHLY", "WEEKLY", "DAILY",
+           "HOURLY", "MINUTELY", "SECONDLY",
+           "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
+
+# Every mask is 7 days longer to handle cross-year weekly periods.
+M366MASK = tuple([1]*31+[2]*29+[3]*31+[4]*30+[5]*31+[6]*30 +
+                 [7]*31+[8]*31+[9]*30+[10]*31+[11]*30+[12]*31+[1]*7)
+M365MASK = list(M366MASK)
+M29, M30, M31 = list(range(1, 30)), list(range(1, 31)), list(range(1, 32))
+MDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
+MDAY365MASK = list(MDAY366MASK)
+M29, M30, M31 = list(range(-29, 0)), list(range(-30, 0)), list(range(-31, 0))
+NMDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
+NMDAY365MASK = list(NMDAY366MASK)
+M366RANGE = (0, 31, 60, 91, 121, 152, 182, 213, 244, 274, 305, 335, 366)
+M365RANGE = (0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365)
+WDAYMASK = [0, 1, 2, 3, 4, 5, 6]*55
+del M29, M30, M31, M365MASK[59], MDAY365MASK[59], NMDAY365MASK[31]
+MDAY365MASK = tuple(MDAY365MASK)
+M365MASK = tuple(M365MASK)
+
+FREQNAMES = ['YEARLY', 'MONTHLY', 'WEEKLY', 'DAILY', 'HOURLY', 'MINUTELY', 'SECONDLY']
+
+(YEARLY,
+ MONTHLY,
+ WEEKLY,
+ DAILY,
+ HOURLY,
+ MINUTELY,
+ SECONDLY) = list(range(7))
+
+# Imported on demand.
+easter = None
+parser = None
+
+
+class weekday(weekdaybase):
+    """
+    This version of weekday does not allow n = 0.
+    """
+    def __init__(self, wkday, n=None):
+        if n == 0:
+            raise ValueError("Can't create weekday with n==0")
+
+        super(weekday, self).__init__(wkday, n)
+
+
+MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
+
+
+def _invalidates_cache(f):
+    """
+    Decorator for rruleset methods which may invalidate the
+    cached length.
+    """
+    @wraps(f)
+    def inner_func(self, *args, **kwargs):
+        rv = f(self, *args, **kwargs)
+        self._invalidate_cache()
+        return rv
+
+    return inner_func
+
+
+class rrulebase(object):
+    def __init__(self, cache=False):
+        if cache:
+            self._cache = []
+            self._cache_lock = _thread.allocate_lock()
+            self._invalidate_cache()
+        else:
+            self._cache = None
+            self._cache_complete = False
+            self._len = None
+
+    def __iter__(self):
+        if self._cache_complete:
+            return iter(self._cache)
+        elif self._cache is None:
+            return self._iter()
+        else:
+            return self._iter_cached()
+
+    def _invalidate_cache(self):
+        if self._cache is not None:
+            self._cache = []
+            self._cache_complete = False
+            self._cache_gen = self._iter()
+
+            if self._cache_lock.locked():
+                self._cache_lock.release()
+
+        self._len = None
+
+    def _iter_cached(self):
+        i = 0
+        gen = self._cache_gen
+        cache = self._cache
+        acquire = self._cache_lock.acquire
+        release = self._cache_lock.release
+        while gen:
+            if i == len(cache):
+                acquire()
+                if self._cache_complete:
+                    break
+                try:
+                    for j in range(10):
+                        cache.append(advance_iterator(gen))
+                except StopIteration:
+                    self._cache_gen = gen = None
+                    self._cache_complete = True
+                    break
+                release()
+            yield cache[i]
+            i += 1
+        while i < self._len:
+            yield cache[i]
+            i += 1
+
+    def __getitem__(self, item):
+        if self._cache_complete:
+            return self._cache[item]
+        elif isinstance(item, slice):
+            if item.step and item.step < 0:
+                return list(iter(self))[item]
+            else:
+                return list(itertools.islice(self,
+                                             item.start or 0,
+                                             item.stop or sys.maxsize,
+                                             item.step or 1))
+        elif item >= 0:
+            gen = iter(self)
+            try:
+                for i in range(item+1):
+                    res = advance_iterator(gen)
+            except StopIteration:
+                raise IndexError
+            return res
+        else:
+            return list(iter(self))[item]
+
+    def __contains__(self, item):
+        if self._cache_complete:
+            return item in self._cache
+        else:
+            for i in self:
+                if i == item:
+                    return True
+                elif i > item:
+                    return False
+        return False
+
+    # __len__() introduces a large performance penalty.
+    def count(self):
+        """ Returns the number of recurrences in this set. It will have go
+            through the whole recurrence, if this hasn't been done before. """
+        if self._len is None:
+            for x in self:
+                pass
+        return self._len
+
+    def before(self, dt, inc=False):
+        """ Returns the last recurrence before the given datetime instance. The
+            inc keyword defines what happens if dt is an occurrence. With
+            inc=True, if dt itself is an occurrence, it will be returned. """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        last = None
+        if inc:
+            for i in gen:
+                if i > dt:
+                    break
+                last = i
+        else:
+            for i in gen:
+                if i >= dt:
+                    break
+                last = i
+        return last
+
+    def after(self, dt, inc=False):
+        """ Returns the first recurrence after the given datetime instance. The
+            inc keyword defines what happens if dt is an occurrence. With
+            inc=True, if dt itself is an occurrence, it will be returned.  """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        if inc:
+            for i in gen:
+                if i >= dt:
+                    return i
+        else:
+            for i in gen:
+                if i > dt:
+                    return i
+        return None
+
+    def xafter(self, dt, count=None, inc=False):
+        """
+        Generator which yields up to `count` recurrences after the given
+        datetime instance, equivalent to `after`.
+
+        :param dt:
+            The datetime at which to start generating recurrences.
+
+        :param count:
+            The maximum number of recurrences to generate. If `None` (default),
+            dates are generated until the recurrence rule is exhausted.
+
+        :param inc:
+            If `dt` is an instance of the rule and `inc` is `True`, it is
+            included in the output.
+
+        :yields: Yields a sequence of `datetime` objects.
+        """
+
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+
+        # Select the comparison function
+        if inc:
+            comp = lambda dc, dtc: dc >= dtc
+        else:
+            comp = lambda dc, dtc: dc > dtc
+
+        # Generate dates
+        n = 0
+        for d in gen:
+            if comp(d, dt):
+                if count is not None:
+                    n += 1
+                    if n > count:
+                        break
+
+                yield d
+
+    def between(self, after, before, inc=False, count=1):
+        """ Returns all the occurrences of the rrule between after and before.
+        The inc keyword defines what happens if after and/or before are
+        themselves occurrences. With inc=True, they will be included in the
+        list, if they are found in the recurrence set. """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        started = False
+        l = []
+        if inc:
+            for i in gen:
+                if i > before:
+                    break
+                elif not started:
+                    if i >= after:
+                        started = True
+                        l.append(i)
+                else:
+                    l.append(i)
+        else:
+            for i in gen:
+                if i >= before:
+                    break
+                elif not started:
+                    if i > after:
+                        started = True
+                        l.append(i)
+                else:
+                    l.append(i)
+        return l
+
+
+class rrule(rrulebase):
+    """
+    That's the base of the rrule operation. It accepts all the keywords
+    defined in the RFC as its constructor parameters (except byday,
+    which was renamed to byweekday) and more. The constructor prototype is::
+
+            rrule(freq)
+
+    Where freq must be one of YEARLY, MONTHLY, WEEKLY, DAILY, HOURLY, MINUTELY,
+    or SECONDLY.
+
+    .. note::
+        Per RFC section 3.3.10, recurrence instances falling on invalid dates
+        and times are ignored rather than coerced:
+
+            Recurrence rules may generate recurrence instances with an invalid
+            date (e.g., February 30) or nonexistent local time (e.g., 1:30 AM
+            on a day where the local time is moved forward by an hour at 1:00
+            AM).  Such recurrence instances MUST be ignored and MUST NOT be
+            counted as part of the recurrence set.
+
+        This can lead to possibly surprising behavior when, for example, the
+        start date occurs at the end of the month:
+
+        >>> from dateutil.rrule import rrule, MONTHLY
+        >>> from datetime import datetime
+        >>> start_date = datetime(2014, 12, 31)
+        >>> list(rrule(freq=MONTHLY, count=4, dtstart=start_date))
+        ... # doctest: +NORMALIZE_WHITESPACE
+        [datetime.datetime(2014, 12, 31, 0, 0),
+         datetime.datetime(2015, 1, 31, 0, 0),
+         datetime.datetime(2015, 3, 31, 0, 0),
+         datetime.datetime(2015, 5, 31, 0, 0)]
+
+    Additionally, it supports the following keyword arguments:
+
+    :param dtstart:
+        The recurrence start. Besides being the base for the recurrence,
+        missing parameters in the final recurrence instances will also be
+        extracted from this date. If not given, datetime.now() will be used
+        instead.
+    :param interval:
+        The interval between each freq iteration. For example, when using
+        YEARLY, an interval of 2 means once every two years, but with HOURLY,
+        it means once every two hours. The default interval is 1.
+    :param wkst:
+        The week start day. Must be one of the MO, TU, WE constants, or an
+        integer, specifying the first day of the week. This will affect
+        recurrences based on weekly periods. The default week start is got
+        from calendar.firstweekday(), and may be modified by
+        calendar.setfirstweekday().
+    :param count:
+        If given, this determines how many occurrences will be generated.
+
+        .. note::
+            As of version 2.5.0, the use of the keyword ``until`` in conjunction
+            with ``count`` is deprecated, to make sure ``dateutil`` is fully
+            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
+            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
+            **must not** occur in the same call to ``rrule``.
+    :param until:
+        If given, this must be a datetime instance specifying the upper-bound
+        limit of the recurrence. The last recurrence in the rule is the greatest
+        datetime that is less than or equal to the value specified in the
+        ``until`` parameter.
+
+        .. note::
+            As of version 2.5.0, the use of the keyword ``until`` in conjunction
+            with ``count`` is deprecated, to make sure ``dateutil`` is fully
+            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
+            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
+            **must not** occur in the same call to ``rrule``.
+    :param bysetpos:
+        If given, it must be either an integer, or a sequence of integers,
+        positive or negative. Each given integer will specify an occurrence
+        number, corresponding to the nth occurrence of the rule inside the
+        frequency period. For example, a bysetpos of -1 if combined with a
+        MONTHLY frequency, and a byweekday of (MO, TU, WE, TH, FR), will
+        result in the last work day of every month.
+    :param bymonth:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the months to apply the recurrence to.
+    :param bymonthday:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the month days to apply the recurrence to.
+    :param byyearday:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the year days to apply the recurrence to.
+    :param byeaster:
+        If given, it must be either an integer, or a sequence of integers,
+        positive or negative. Each integer will define an offset from the
+        Easter Sunday. Passing the offset 0 to byeaster will yield the Easter
+        Sunday itself. This is an extension to the RFC specification.
+    :param byweekno:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the week numbers to apply the recurrence to. Week numbers
+        have the meaning described in ISO8601, that is, the first week of
+        the year is that containing at least four days of the new year.
+    :param byweekday:
+        If given, it must be either an integer (0 == MO), a sequence of
+        integers, one of the weekday constants (MO, TU, etc), or a sequence
+        of these constants. When given, these variables will define the
+        weekdays where the recurrence will be applied. It's also possible to
+        use an argument n for the weekday instances, which will mean the nth
+        occurrence of this weekday in the period. For example, with MONTHLY,
+        or with YEARLY and BYMONTH, using FR(+1) in byweekday will specify the
+        first friday of the month where the recurrence happens. Notice that in
+        the RFC documentation, this is specified as BYDAY, but was renamed to
+        avoid the ambiguity of that keyword.
+    :param byhour:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the hours to apply the recurrence to.
+    :param byminute:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the minutes to apply the recurrence to.
+    :param bysecond:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the seconds to apply the recurrence to.
+    :param cache:
+        If given, it must be a boolean value specifying to enable or disable
+        caching of results. If you will use the same rrule instance multiple
+        times, enabling caching will improve the performance considerably.
+     """
+    def __init__(self, freq, dtstart=None,
+                 interval=1, wkst=None, count=None, until=None, bysetpos=None,
+                 bymonth=None, bymonthday=None, byyearday=None, byeaster=None,
+                 byweekno=None, byweekday=None,
+                 byhour=None, byminute=None, bysecond=None,
+                 cache=False):
+        super(rrule, self).__init__(cache)
+        global easter
+        if not dtstart:
+            if until and until.tzinfo:
+                dtstart = datetime.datetime.now(tz=until.tzinfo).replace(microsecond=0)
+            else:
+                dtstart = datetime.datetime.now().replace(microsecond=0)
+        elif not isinstance(dtstart, datetime.datetime):
+            dtstart = datetime.datetime.fromordinal(dtstart.toordinal())
+        else:
+            dtstart = dtstart.replace(microsecond=0)
+        self._dtstart = dtstart
+        self._tzinfo = dtstart.tzinfo
+        self._freq = freq
+        self._interval = interval
+        self._count = count
+
+        # Cache the original byxxx rules, if they are provided, as the _byxxx
+        # attributes do not necessarily map to the inputs, and this can be
+        # a problem in generating the strings. Only store things if they've
+        # been supplied (the string retrieval will just use .get())
+        self._original_rule = {}
+
+        if until and not isinstance(until, datetime.datetime):
+            until = datetime.datetime.fromordinal(until.toordinal())
+        self._until = until
+
+        if self._dtstart and self._until:
+            if (self._dtstart.tzinfo is not None) != (self._until.tzinfo is not None):
+                # According to RFC5545 Section 3.3.10:
+                # https://tools.ietf.org/html/rfc5545#section-3.3.10
+                #
+                # > If the "DTSTART" property is specified as a date with UTC
+                # > time or a date with local time and time zone reference,
+                # > then the UNTIL rule part MUST be specified as a date with
+                # > UTC time.
+                raise ValueError(
+                    'RRULE UNTIL values must be specified in UTC when DTSTART '
+                    'is timezone-aware'
+                )
+
+        if count is not None and until:
+            warn("Using both 'count' and 'until' is inconsistent with RFC 5545"
+                 " and has been deprecated in dateutil. Future versions will "
+                 "raise an error.", DeprecationWarning)
+
+        if wkst is None:
+            self._wkst = calendar.firstweekday()
+        elif isinstance(wkst, integer_types):
+            self._wkst = wkst
+        else:
+            self._wkst = wkst.weekday
+
+        if bysetpos is None:
+            self._bysetpos = None
+        elif isinstance(bysetpos, integer_types):
+            if bysetpos == 0 or not (-366 <= bysetpos <= 366):
+                raise ValueError("bysetpos must be between 1 and 366, "
+                                 "or between -366 and -1")
+            self._bysetpos = (bysetpos,)
+        else:
+            self._bysetpos = tuple(bysetpos)
+            for pos in self._bysetpos:
+                if pos == 0 or not (-366 <= pos <= 366):
+                    raise ValueError("bysetpos must be between 1 and 366, "
+                                     "or between -366 and -1")
+
+        if self._bysetpos:
+            self._original_rule['bysetpos'] = self._bysetpos
+
+        if (byweekno is None and byyearday is None and bymonthday is None and
+                byweekday is None and byeaster is None):
+            if freq == YEARLY:
+                if bymonth is None:
+                    bymonth = dtstart.month
+                    self._original_rule['bymonth'] = None
+                bymonthday = dtstart.day
+                self._original_rule['bymonthday'] = None
+            elif freq == MONTHLY:
+                bymonthday = dtstart.day
+                self._original_rule['bymonthday'] = None
+            elif freq == WEEKLY:
+                byweekday = dtstart.weekday()
+                self._original_rule['byweekday'] = None
+
+        # bymonth
+        if bymonth is None:
+            self._bymonth = None
+        else:
+            if isinstance(bymonth, integer_types):
+                bymonth = (bymonth,)
+
+            self._bymonth = tuple(sorted(set(bymonth)))
+
+            if 'bymonth' not in self._original_rule:
+                self._original_rule['bymonth'] = self._bymonth
+
+        # byyearday
+        if byyearday is None:
+            self._byyearday = None
+        else:
+            if isinstance(byyearday, integer_types):
+                byyearday = (byyearday,)
+
+            self._byyearday = tuple(sorted(set(byyearday)))
+            self._original_rule['byyearday'] = self._byyearday
+
+        # byeaster
+        if byeaster is not None:
+            if not easter:
+                from dateutil import easter
+            if isinstance(byeaster, integer_types):
+                self._byeaster = (byeaster,)
+            else:
+                self._byeaster = tuple(sorted(byeaster))
+
+            self._original_rule['byeaster'] = self._byeaster
+        else:
+            self._byeaster = None
+
+        # bymonthday
+        if bymonthday is None:
+            self._bymonthday = ()
+            self._bynmonthday = ()
+        else:
+            if isinstance(bymonthday, integer_types):
+                bymonthday = (bymonthday,)
+
+            bymonthday = set(bymonthday)            # Ensure it's unique
+
+            self._bymonthday = tuple(sorted(x for x in bymonthday if x > 0))
+            self._bynmonthday = tuple(sorted(x for x in bymonthday if x < 0))
+
+            # Storing positive numbers first, then negative numbers
+            if 'bymonthday' not in self._original_rule:
+                self._original_rule['bymonthday'] = tuple(
+                    itertools.chain(self._bymonthday, self._bynmonthday))
+
+        # byweekno
+        if byweekno is None:
+            self._byweekno = None
+        else:
+            if isinstance(byweekno, integer_types):
+                byweekno = (byweekno,)
+
+            self._byweekno = tuple(sorted(set(byweekno)))
+
+            self._original_rule['byweekno'] = self._byweekno
+
+        # byweekday / bynweekday
+        if byweekday is None:
+            self._byweekday = None
+            self._bynweekday = None
+        else:
+            # If it's one of the valid non-sequence types, convert to a
+            # single-element sequence before the iterator that builds the
+            # byweekday set.
+            if isinstance(byweekday, integer_types) or hasattr(byweekday, "n"):
+                byweekday = (byweekday,)
+
+            self._byweekday = set()
+            self._bynweekday = set()
+            for wday in byweekday:
+                if isinstance(wday, integer_types):
+                    self._byweekday.add(wday)
+                elif not wday.n or freq > MONTHLY:
+                    self._byweekday.add(wday.weekday)
+                else:
+                    self._bynweekday.add((wday.weekday, wday.n))
+
+            if not self._byweekday:
+                self._byweekday = None
+            elif not self._bynweekday:
+                self._bynweekday = None
+
+            if self._byweekday is not None:
+                self._byweekday = tuple(sorted(self._byweekday))
+                orig_byweekday = [weekday(x) for x in self._byweekday]
+            else:
+                orig_byweekday = ()
+
+            if self._bynweekday is not None:
+                self._bynweekday = tuple(sorted(self._bynweekday))
+                orig_bynweekday = [weekday(*x) for x in self._bynweekday]
+            else:
+                orig_bynweekday = ()
+
+            if 'byweekday' not in self._original_rule:
+                self._original_rule['byweekday'] = tuple(itertools.chain(
+                    orig_byweekday, orig_bynweekday))
+
+        # byhour
+        if byhour is None:
+            if freq < HOURLY:
+                self._byhour = {dtstart.hour}
+            else:
+                self._byhour = None
+        else:
+            if isinstance(byhour, integer_types):
+                byhour = (byhour,)
+
+            if freq == HOURLY:
+                self._byhour = self.__construct_byset(start=dtstart.hour,
+                                                      byxxx=byhour,
+                                                      base=24)
+            else:
+                self._byhour = set(byhour)
+
+            self._byhour = tuple(sorted(self._byhour))
+            self._original_rule['byhour'] = self._byhour
+
+        # byminute
+        if byminute is None:
+            if freq < MINUTELY:
+                self._byminute = {dtstart.minute}
+            else:
+                self._byminute = None
+        else:
+            if isinstance(byminute, integer_types):
+                byminute = (byminute,)
+
+            if freq == MINUTELY:
+                self._byminute = self.__construct_byset(start=dtstart.minute,
+                                                        byxxx=byminute,
+                                                        base=60)
+            else:
+                self._byminute = set(byminute)
+
+            self._byminute = tuple(sorted(self._byminute))
+            self._original_rule['byminute'] = self._byminute
+
+        # bysecond
+        if bysecond is None:
+            if freq < SECONDLY:
+                self._bysecond = ((dtstart.second,))
+            else:
+                self._bysecond = None
+        else:
+            if isinstance(bysecond, integer_types):
+                bysecond = (bysecond,)
+
+            self._bysecond = set(bysecond)
+
+            if freq == SECONDLY:
+                self._bysecond = self.__construct_byset(start=dtstart.second,
+                                                        byxxx=bysecond,
+                                                        base=60)
+            else:
+                self._bysecond = set(bysecond)
+
+            self._bysecond = tuple(sorted(self._bysecond))
+            self._original_rule['bysecond'] = self._bysecond
+
+        if self._freq >= HOURLY:
+            self._timeset = None
+        else:
+            self._timeset = []
+            for hour in self._byhour:
+                for minute in self._byminute:
+                    for second in self._bysecond:
+                        self._timeset.append(
+                            datetime.time(hour, minute, second,
+                                          tzinfo=self._tzinfo))
+            self._timeset.sort()
+            self._timeset = tuple(self._timeset)
+
+    def __str__(self):
+        """
+        Output a string that would generate this RRULE if passed to rrulestr.
+        This is mostly compatible with RFC5545, except for the
+        dateutil-specific extension BYEASTER.
+        """
+
+        output = []
+        h, m, s = [None] * 3
+        if self._dtstart:
+            output.append(self._dtstart.strftime('DTSTART:%Y%m%dT%H%M%S'))
+            h, m, s = self._dtstart.timetuple()[3:6]
+
+        parts = ['FREQ=' + FREQNAMES[self._freq]]
+        if self._interval != 1:
+            parts.append('INTERVAL=' + str(self._interval))
+
+        if self._wkst:
+            parts.append('WKST=' + repr(weekday(self._wkst))[0:2])
+
+        if self._count is not None:
+            parts.append('COUNT=' + str(self._count))
+
+        if self._until:
+            parts.append(self._until.strftime('UNTIL=%Y%m%dT%H%M%S'))
+
+        if self._original_rule.get('byweekday') is not None:
+            # The str() method on weekday objects doesn't generate
+            # RFC5545-compliant strings, so we should modify that.
+            original_rule = dict(self._original_rule)
+            wday_strings = []
+            for wday in original_rule['byweekday']:
+                if wday.n:
+                    wday_strings.append('{n:+d}{wday}'.format(
+                        n=wday.n,
+                        wday=repr(wday)[0:2]))
+                else:
+                    wday_strings.append(repr(wday))
+
+            original_rule['byweekday'] = wday_strings
+        else:
+            original_rule = self._original_rule
+
+        partfmt = '{name}={vals}'
+        for name, key in [('BYSETPOS', 'bysetpos'),
+                          ('BYMONTH', 'bymonth'),
+                          ('BYMONTHDAY', 'bymonthday'),
+                          ('BYYEARDAY', 'byyearday'),
+                          ('BYWEEKNO', 'byweekno'),
+                          ('BYDAY', 'byweekday'),
+                          ('BYHOUR', 'byhour'),
+                          ('BYMINUTE', 'byminute'),
+                          ('BYSECOND', 'bysecond'),
+                          ('BYEASTER', 'byeaster')]:
+            value = original_rule.get(key)
+            if value:
+                parts.append(partfmt.format(name=name, vals=(','.join(str(v)
+                                                             for v in value))))
+
+        output.append('RRULE:' + ';'.join(parts))
+        return '\n'.join(output)
+
+    def replace(self, **kwargs):
+        """Return new rrule with same attributes except for those attributes given new
+           values by whichever keyword arguments are specified."""
+        new_kwargs = {"interval": self._interval,
+                      "count": self._count,
+                      "dtstart": self._dtstart,
+                      "freq": self._freq,
+                      "until": self._until,
+                      "wkst": self._wkst,
+                      "cache": False if self._cache is None else True }
+        new_kwargs.update(self._original_rule)
+        new_kwargs.update(kwargs)
+        return rrule(**new_kwargs)
+
+    def _iter(self):
+        year, month, day, hour, minute, second, weekday, yearday, _ = \
+            self._dtstart.timetuple()
+
+        # Some local variables to speed things up a bit
+        freq = self._freq
+        interval = self._interval
+        wkst = self._wkst
+        until = self._until
+        bymonth = self._bymonth
+        byweekno = self._byweekno
+        byyearday = self._byyearday
+        byweekday = self._byweekday
+        byeaster = self._byeaster
+        bymonthday = self._bymonthday
+        bynmonthday = self._bynmonthday
+        bysetpos = self._bysetpos
+        byhour = self._byhour
+        byminute = self._byminute
+        bysecond = self._bysecond
+
+        ii = _iterinfo(self)
+        ii.rebuild(year, month)
+
+        getdayset = {YEARLY: ii.ydayset,
+                     MONTHLY: ii.mdayset,
+                     WEEKLY: ii.wdayset,
+                     DAILY: ii.ddayset,
+                     HOURLY: ii.ddayset,
+                     MINUTELY: ii.ddayset,
+                     SECONDLY: ii.ddayset}[freq]
+
+        if freq < HOURLY:
+            timeset = self._timeset
+        else:
+            gettimeset = {HOURLY: ii.htimeset,
+                          MINUTELY: ii.mtimeset,
+                          SECONDLY: ii.stimeset}[freq]
+            if ((freq >= HOURLY and
+                 self._byhour and hour not in self._byhour) or
+                (freq >= MINUTELY and
+                 self._byminute and minute not in self._byminute) or
+                (freq >= SECONDLY and
+                 self._bysecond and second not in self._bysecond)):
+                timeset = ()
+            else:
+                timeset = gettimeset(hour, minute, second)
+
+        total = 0
+        count = self._count
+        while True:
+            # Get dayset with the right frequency
+            dayset, start, end = getdayset(year, month, day)
+
+            # Do the "hard" work ;-)
+            filtered = False
+            for i in dayset[start:end]:
+                if ((bymonth and ii.mmask[i] not in bymonth) or
+                    (byweekno and not ii.wnomask[i]) or
+                    (byweekday and ii.wdaymask[i] not in byweekday) or
+                    (ii.nwdaymask and not ii.nwdaymask[i]) or
+                    (byeaster and not ii.eastermask[i]) or
+                    ((bymonthday or bynmonthday) and
+                     ii.mdaymask[i] not in bymonthday and
+                     ii.nmdaymask[i] not in bynmonthday) or
+                    (byyearday and
+                     ((i < ii.yearlen and i+1 not in byyearday and
+                       -ii.yearlen+i not in byyearday) or
+                      (i >= ii.yearlen and i+1-ii.yearlen not in byyearday and
+                       -ii.nextyearlen+i-ii.yearlen not in byyearday)))):
+                    dayset[i] = None
+                    filtered = True
+
+            # Output results
+            if bysetpos and timeset:
+                poslist = []
+                for pos in bysetpos:
+                    if pos < 0:
+                        daypos, timepos = divmod(pos, len(timeset))
+                    else:
+                        daypos, timepos = divmod(pos-1, len(timeset))
+                    try:
+                        i = [x for x in dayset[start:end]
+                             if x is not None][daypos]
+                        time = timeset[timepos]
+                    except IndexError:
+                        pass
+                    else:
+                        date = datetime.date.fromordinal(ii.yearordinal+i)
+                        res = datetime.datetime.combine(date, time)
+                        if res not in poslist:
+                            poslist.append(res)
+                poslist.sort()
+                for res in poslist:
+                    if until and res > until:
+                        self._len = total
+                        return
+                    elif res >= self._dtstart:
+                        if count is not None:
+                            count -= 1
+                            if count < 0:
+                                self._len = total
+                                return
+                        total += 1
+                        yield res
+            else:
+                for i in dayset[start:end]:
+                    if i is not None:
+                        date = datetime.date.fromordinal(ii.yearordinal + i)
+                        for time in timeset:
+                            res = datetime.datetime.combine(date, time)
+                            if until and res > until:
+                                self._len = total
+                                return
+                            elif res >= self._dtstart:
+                                if count is not None:
+                                    count -= 1
+                                    if count < 0:
+                                        self._len = total
+                                        return
+
+                                total += 1
+                                yield res
+
+            # Handle frequency and interval
+            fixday = False
+            if freq == YEARLY:
+                year += interval
+                if year > datetime.MAXYEAR:
+                    self._len = total
+                    return
+                ii.rebuild(year, month)
+            elif freq == MONTHLY:
+                month += interval
+                if month > 12:
+                    div, mod = divmod(month, 12)
+                    month = mod
+                    year += div
+                    if month == 0:
+                        month = 12
+                        year -= 1
+                    if year > datetime.MAXYEAR:
+                        self._len = total
+                        return
+                ii.rebuild(year, month)
+            elif freq == WEEKLY:
+                if wkst > weekday:
+                    day += -(weekday+1+(6-wkst))+self._interval*7
+                else:
+                    day += -(weekday-wkst)+self._interval*7
+                weekday = wkst
+                fixday = True
+            elif freq == DAILY:
+                day += interval
+                fixday = True
+            elif freq == HOURLY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    hour += ((23-hour)//interval)*interval
+
+                if byhour:
+                    ndays, hour = self.__mod_distance(value=hour,
+                                                      byxxx=self._byhour,
+                                                      base=24)
+                else:
+                    ndays, hour = divmod(hour+interval, 24)
+
+                if ndays:
+                    day += ndays
+                    fixday = True
+
+                timeset = gettimeset(hour, minute, second)
+            elif freq == MINUTELY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    minute += ((1439-(hour*60+minute))//interval)*interval
+
+                valid = False
+                rep_rate = (24*60)
+                for j in range(rep_rate // gcd(interval, rep_rate)):
+                    if byminute:
+                        nhours, minute = \
+                            self.__mod_distance(value=minute,
+                                                byxxx=self._byminute,
+                                                base=60)
+                    else:
+                        nhours, minute = divmod(minute+interval, 60)
+
+                    div, hour = divmod(hour+nhours, 24)
+                    if div:
+                        day += div
+                        fixday = True
+                        filtered = False
+
+                    if not byhour or hour in byhour:
+                        valid = True
+                        break
+
+                if not valid:
+                    raise ValueError('Invalid combination of interval and ' +
+                                     'byhour resulting in empty rule.')
+
+                timeset = gettimeset(hour, minute, second)
+            elif freq == SECONDLY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    second += (((86399 - (hour * 3600 + minute * 60 + second))
+                                // interval) * interval)
+
+                rep_rate = (24 * 3600)
+                valid = False
+                for j in range(0, rep_rate // gcd(interval, rep_rate)):
+                    if bysecond:
+                        nminutes, second = \
+                            self.__mod_distance(value=second,
+                                                byxxx=self._bysecond,
+                                                base=60)
+                    else:
+                        nminutes, second = divmod(second+interval, 60)
+
+                    div, minute = divmod(minute+nminutes, 60)
+                    if div:
+                        hour += div
+                        div, hour = divmod(hour, 24)
+                        if div:
+                            day += div
+                            fixday = True
+
+                    if ((not byhour or hour in byhour) and
+                            (not byminute or minute in byminute) and
+                            (not bysecond or second in bysecond)):
+                        valid = True
+                        break
+
+                if not valid:
+                    raise ValueError('Invalid combination of interval, ' +
+                                     'byhour and byminute resulting in empty' +
+                                     ' rule.')
+
+                timeset = gettimeset(hour, minute, second)
+
+            if fixday and day > 28:
+                daysinmonth = calendar.monthrange(year, month)[1]
+                if day > daysinmonth:
+                    while day > daysinmonth:
+                        day -= daysinmonth
+                        month += 1
+                        if month == 13:
+                            month = 1
+                            year += 1
+                            if year > datetime.MAXYEAR:
+                                self._len = total
+                                return
+                        daysinmonth = calendar.monthrange(year, month)[1]
+                    ii.rebuild(year, month)
+
+    def __construct_byset(self, start, byxxx, base):
+        """
+        If a `BYXXX` sequence is passed to the constructor at the same level as
+        `FREQ` (e.g. `FREQ=HOURLY,BYHOUR={2,4,7},INTERVAL=3`), there are some
+        specifications which cannot be reached given some starting conditions.
+
+        This occurs whenever the interval is not coprime with the base of a
+        given unit and the difference between the starting position and the
+        ending position is not coprime with the greatest common denominator
+        between the interval and the base. For example, with a FREQ of hourly
+        starting at 17:00 and an interval of 4, the only valid values for
+        BYHOUR would be {21, 1, 5, 9, 13, 17}, because 4 and 24 are not
+        coprime.
+
+        :param start:
+            Specifies the starting position.
+        :param byxxx:
+            An iterable containing the list of allowed values.
+        :param base:
+            The largest allowable value for the specified frequency (e.g.
+            24 hours, 60 minutes).
+
+        This does not preserve the type of the iterable, returning a set, since
+        the values should be unique and the order is irrelevant, this will
+        speed up later lookups.
+
+        In the event of an empty set, raises a :exception:`ValueError`, as this
+        results in an empty rrule.
+        """
+
+        cset = set()
+
+        # Support a single byxxx value.
+        if isinstance(byxxx, integer_types):
+            byxxx = (byxxx, )
+
+        for num in byxxx:
+            i_gcd = gcd(self._interval, base)
+            # Use divmod rather than % because we need to wrap negative nums.
+            if i_gcd == 1 or divmod(num - start, i_gcd)[1] == 0:
+                cset.add(num)
+
+        if len(cset) == 0:
+            raise ValueError("Invalid rrule byxxx generates an empty set.")
+
+        return cset
+
+    def __mod_distance(self, value, byxxx, base):
+        """
+        Calculates the next value in a sequence where the `FREQ` parameter is
+        specified along with a `BYXXX` parameter at the same "level"
+        (e.g. `HOURLY` specified with `BYHOUR`).
+
+        :param value:
+            The old value of the component.
+        :param byxxx:
+            The `BYXXX` set, which should have been generated by
+            `rrule._construct_byset`, or something else which checks that a
+            valid rule is present.
+        :param base:
+            The largest allowable value for the specified frequency (e.g.
+            24 hours, 60 minutes).
+
+        If a valid value is not found after `base` iterations (the maximum
+        number before the sequence would start to repeat), this raises a
+        :exception:`ValueError`, as no valid values were found.
+
+        This returns a tuple of `divmod(n*interval, base)`, where `n` is the
+        smallest number of `interval` repetitions until the next specified
+        value in `byxxx` is found.
+        """
+        accumulator = 0
+        for ii in range(1, base + 1):
+            # Using divmod() over % to account for negative intervals
+            div, value = divmod(value + self._interval, base)
+            accumulator += div
+            if value in byxxx:
+                return (accumulator, value)
+
+
+class _iterinfo(object):
+    __slots__ = ["rrule", "lastyear", "lastmonth",
+                 "yearlen", "nextyearlen", "yearordinal", "yearweekday",
+                 "mmask", "mrange", "mdaymask", "nmdaymask",
+                 "wdaymask", "wnomask", "nwdaymask", "eastermask"]
+
+    def __init__(self, rrule):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+        self.rrule = rrule
+
+    def rebuild(self, year, month):
+        # Every mask is 7 days longer to handle cross-year weekly periods.
+        rr = self.rrule
+        if year != self.lastyear:
+            self.yearlen = 365 + calendar.isleap(year)
+            self.nextyearlen = 365 + calendar.isleap(year + 1)
+            firstyday = datetime.date(year, 1, 1)
+            self.yearordinal = firstyday.toordinal()
+            self.yearweekday = firstyday.weekday()
+
+            wday = datetime.date(year, 1, 1).weekday()
+            if self.yearlen == 365:
+                self.mmask = M365MASK
+                self.mdaymask = MDAY365MASK
+                self.nmdaymask = NMDAY365MASK
+                self.wdaymask = WDAYMASK[wday:]
+                self.mrange = M365RANGE
+            else:
+                self.mmask = M366MASK
+                self.mdaymask = MDAY366MASK
+                self.nmdaymask = NMDAY366MASK
+                self.wdaymask = WDAYMASK[wday:]
+                self.mrange = M366RANGE
+
+            if not rr._byweekno:
+                self.wnomask = None
+            else:
+                self.wnomask = [0]*(self.yearlen+7)
+                # no1wkst = firstwkst = self.wdaymask.index(rr._wkst)
+                no1wkst = firstwkst = (7-self.yearweekday+rr._wkst) % 7
+                if no1wkst >= 4:
+                    no1wkst = 0
+                    # Number of days in the year, plus the days we got
+                    # from last year.
+                    wyearlen = self.yearlen+(self.yearweekday-rr._wkst) % 7
+                else:
+                    # Number of days in the year, minus the days we
+                    # left in last year.
+                    wyearlen = self.yearlen-no1wkst
+                div, mod = divmod(wyearlen, 7)
+                numweeks = div+mod//4
+                for n in rr._byweekno:
+                    if n < 0:
+                        n += numweeks+1
+                    if not (0 < n <= numweeks):
+                        continue
+                    if n > 1:
+                        i = no1wkst+(n-1)*7
+                        if no1wkst != firstwkst:
+                            i -= 7-firstwkst
+                    else:
+                        i = no1wkst
+                    for j in range(7):
+                        self.wnomask[i] = 1
+                        i += 1
+                        if self.wdaymask[i] == rr._wkst:
+                            break
+                if 1 in rr._byweekno:
+                    # Check week number 1 of next year as well
+                    # TODO: Check -numweeks for next year.
+                    i = no1wkst+numweeks*7
+                    if no1wkst != firstwkst:
+                        i -= 7-firstwkst
+                    if i < self.yearlen:
+                        # If week starts in next year, we
+                        # don't care about it.
+                        for j in range(7):
+                            self.wnomask[i] = 1
+                            i += 1
+                            if self.wdaymask[i] == rr._wkst:
+                                break
+                if no1wkst:
+                    # Check last week number of last year as
+                    # well. If no1wkst is 0, either the year
+                    # started on week start, or week number 1
+                    # got days from last year, so there are no
+                    # days from last year's last week number in
+                    # this year.
+                    if -1 not in rr._byweekno:
+                        lyearweekday = datetime.date(year-1, 1, 1).weekday()
+                        lno1wkst = (7-lyearweekday+rr._wkst) % 7
+                        lyearlen = 365+calendar.isleap(year-1)
+                        if lno1wkst >= 4:
+                            lno1wkst = 0
+                            lnumweeks = 52+(lyearlen +
+                                            (lyearweekday-rr._wkst) % 7) % 7//4
+                        else:
+                            lnumweeks = 52+(self.yearlen-no1wkst) % 7//4
+                    else:
+                        lnumweeks = -1
+                    if lnumweeks in rr._byweekno:
+                        for i in range(no1wkst):
+                            self.wnomask[i] = 1
+
+        if (rr._bynweekday and (month != self.lastmonth or
+                                year != self.lastyear)):
+            ranges = []
+            if rr._freq == YEARLY:
+                if rr._bymonth:
+                    for month in rr._bymonth:
+                        ranges.append(self.mrange[month-1:month+1])
+                else:
+                    ranges = [(0, self.yearlen)]
+            elif rr._freq == MONTHLY:
+                ranges = [self.mrange[month-1:month+1]]
+            if ranges:
+                # Weekly frequency won't get here, so we may not
+                # care about cross-year weekly periods.
+                self.nwdaymask = [0]*self.yearlen
+                for first, last in ranges:
+                    last -= 1
+                    for wday, n in rr._bynweekday:
+                        if n < 0:
+                            i = last+(n+1)*7
+                            i -= (self.wdaymask[i]-wday) % 7
+                        else:
+                            i = first+(n-1)*7
+                            i += (7-self.wdaymask[i]+wday) % 7
+                        if first <= i <= last:
+                            self.nwdaymask[i] = 1
+
+        if rr._byeaster:
+            self.eastermask = [0]*(self.yearlen+7)
+            eyday = easter.easter(year).toordinal()-self.yearordinal
+            for offset in rr._byeaster:
+                self.eastermask[eyday+offset] = 1
+
+        self.lastyear = year
+        self.lastmonth = month
+
+    def ydayset(self, year, month, day):
+        return list(range(self.yearlen)), 0, self.yearlen
+
+    def mdayset(self, year, month, day):
+        dset = [None]*self.yearlen
+        start, end = self.mrange[month-1:month+1]
+        for i in range(start, end):
+            dset[i] = i
+        return dset, start, end
+
+    def wdayset(self, year, month, day):
+        # We need to handle cross-year weeks here.
+        dset = [None]*(self.yearlen+7)
+        i = datetime.date(year, month, day).toordinal()-self.yearordinal
+        start = i
+        for j in range(7):
+            dset[i] = i
+            i += 1
+            # if (not (0 <= i < self.yearlen) or
+            #    self.wdaymask[i] == self.rrule._wkst):
+            # This will cross the year boundary, if necessary.
+            if self.wdaymask[i] == self.rrule._wkst:
+                break
+        return dset, start, i
+
+    def ddayset(self, year, month, day):
+        dset = [None] * self.yearlen
+        i = datetime.date(year, month, day).toordinal() - self.yearordinal
+        dset[i] = i
+        return dset, i, i + 1
+
+    def htimeset(self, hour, minute, second):
+        tset = []
+        rr = self.rrule
+        for minute in rr._byminute:
+            for second in rr._bysecond:
+                tset.append(datetime.time(hour, minute, second,
+                                          tzinfo=rr._tzinfo))
+        tset.sort()
+        return tset
+
+    def mtimeset(self, hour, minute, second):
+        tset = []
+        rr = self.rrule
+        for second in rr._bysecond:
+            tset.append(datetime.time(hour, minute, second, tzinfo=rr._tzinfo))
+        tset.sort()
+        return tset
+
+    def stimeset(self, hour, minute, second):
+        return (datetime.time(hour, minute, second,
+                tzinfo=self.rrule._tzinfo),)
+
+
+class rruleset(rrulebase):
+    """ The rruleset type allows more complex recurrence setups, mixing
+    multiple rules, dates, exclusion rules, and exclusion dates. The type
+    constructor takes the following keyword arguments:
+
+    :param cache: If True, caching of results will be enabled, improving
+                  performance of multiple queries considerably. """
+
+    class _genitem(object):
+        def __init__(self, genlist, gen):
+            try:
+                self.dt = advance_iterator(gen)
+                genlist.append(self)
+            except StopIteration:
+                pass
+            self.genlist = genlist
+            self.gen = gen
+
+        def __next__(self):
+            try:
+                self.dt = advance_iterator(self.gen)
+            except StopIteration:
+                if self.genlist[0] is self:
+                    heapq.heappop(self.genlist)
+                else:
+                    self.genlist.remove(self)
+                    heapq.heapify(self.genlist)
+
+        next = __next__
+
+        def __lt__(self, other):
+            return self.dt < other.dt
+
+        def __gt__(self, other):
+            return self.dt > other.dt
+
+        def __eq__(self, other):
+            return self.dt == other.dt
+
+        def __ne__(self, other):
+            return self.dt != other.dt
+
+    def __init__(self, cache=False):
+        super(rruleset, self).__init__(cache)
+        self._rrule = []
+        self._rdate = []
+        self._exrule = []
+        self._exdate = []
+
+    @_invalidates_cache
+    def rrule(self, rrule):
+        """ Include the given :py:class:`rrule` instance in the recurrence set
+            generation. """
+        self._rrule.append(rrule)
+
+    @_invalidates_cache
+    def rdate(self, rdate):
+        """ Include the given :py:class:`datetime` instance in the recurrence
+            set generation. """
+        self._rdate.append(rdate)
+
+    @_invalidates_cache
+    def exrule(self, exrule):
+        """ Include the given rrule instance in the recurrence set exclusion
+            list. Dates which are part of the given recurrence rules will not
+            be generated, even if some inclusive rrule or rdate matches them.
+        """
+        self._exrule.append(exrule)
+
+    @_invalidates_cache
+    def exdate(self, exdate):
+        """ Include the given datetime instance in the recurrence set
+            exclusion list. Dates included that way will not be generated,
+            even if some inclusive rrule or rdate matches them. """
+        self._exdate.append(exdate)
+
+    def _iter(self):
+        rlist = []
+        self._rdate.sort()
+        self._genitem(rlist, iter(self._rdate))
+        for gen in [iter(x) for x in self._rrule]:
+            self._genitem(rlist, gen)
+        exlist = []
+        self._exdate.sort()
+        self._genitem(exlist, iter(self._exdate))
+        for gen in [iter(x) for x in self._exrule]:
+            self._genitem(exlist, gen)
+        lastdt = None
+        total = 0
+        heapq.heapify(rlist)
+        heapq.heapify(exlist)
+        while rlist:
+            ritem = rlist[0]
+            if not lastdt or lastdt != ritem.dt:
+                while exlist and exlist[0] < ritem:
+                    exitem = exlist[0]
+                    advance_iterator(exitem)
+                    if exlist and exlist[0] is exitem:
+                        heapq.heapreplace(exlist, exitem)
+                if not exlist or ritem != exlist[0]:
+                    total += 1
+                    yield ritem.dt
+                lastdt = ritem.dt
+            advance_iterator(ritem)
+            if rlist and rlist[0] is ritem:
+                heapq.heapreplace(rlist, ritem)
+        self._len = total
+
+
+
+
+class _rrulestr(object):
+    """ Parses a string representation of a recurrence rule or set of
+    recurrence rules.
+
+    :param s:
+        Required, a string defining one or more recurrence rules.
+
+    :param dtstart:
+        If given, used as the default recurrence start if not specified in the
+        rule string.
+
+    :param cache:
+        If set ``True`` caching of results will be enabled, improving
+        performance of multiple queries considerably.
+
+    :param unfold:
+        If set ``True`` indicates that a rule string is split over more
+        than one line and should be joined before processing.
+
+    :param forceset:
+        If set ``True`` forces a :class:`dateutil.rrule.rruleset` to
+        be returned.
+
+    :param compatible:
+        If set ``True`` forces ``unfold`` and ``forceset`` to be ``True``.
+
+    :param ignoretz:
+        If set ``True``, time zones in parsed strings are ignored and a naive
+        :class:`datetime.datetime` object is returned.
+
+    :param tzids:
+        If given, a callable or mapping used to retrieve a
+        :class:`datetime.tzinfo` from a string representation.
+        Defaults to :func:`dateutil.tz.gettz`.
+
+    :param tzinfos:
+        Additional time zone names / aliases which may be present in a string
+        representation.  See :func:`dateutil.parser.parse` for more
+        information.
+
+    :return:
+        Returns a :class:`dateutil.rrule.rruleset` or
+        :class:`dateutil.rrule.rrule`
+    """
+
+    _freq_map = {"YEARLY": YEARLY,
+                 "MONTHLY": MONTHLY,
+                 "WEEKLY": WEEKLY,
+                 "DAILY": DAILY,
+                 "HOURLY": HOURLY,
+                 "MINUTELY": MINUTELY,
+                 "SECONDLY": SECONDLY}
+
+    _weekday_map = {"MO": 0, "TU": 1, "WE": 2, "TH": 3,
+                    "FR": 4, "SA": 5, "SU": 6}
+
+    def _handle_int(self, rrkwargs, name, value, **kwargs):
+        rrkwargs[name.lower()] = int(value)
+
+    def _handle_int_list(self, rrkwargs, name, value, **kwargs):
+        rrkwargs[name.lower()] = [int(x) for x in value.split(',')]
+
+    _handle_INTERVAL = _handle_int
+    _handle_COUNT = _handle_int
+    _handle_BYSETPOS = _handle_int_list
+    _handle_BYMONTH = _handle_int_list
+    _handle_BYMONTHDAY = _handle_int_list
+    _handle_BYYEARDAY = _handle_int_list
+    _handle_BYEASTER = _handle_int_list
+    _handle_BYWEEKNO = _handle_int_list
+    _handle_BYHOUR = _handle_int_list
+    _handle_BYMINUTE = _handle_int_list
+    _handle_BYSECOND = _handle_int_list
+
+    def _handle_FREQ(self, rrkwargs, name, value, **kwargs):
+        rrkwargs["freq"] = self._freq_map[value]
+
+    def _handle_UNTIL(self, rrkwargs, name, value, **kwargs):
+        global parser
+        if not parser:
+            from dateutil import parser
+        try:
+            rrkwargs["until"] = parser.parse(value,
+                                             ignoretz=kwargs.get("ignoretz"),
+                                             tzinfos=kwargs.get("tzinfos"))
+        except ValueError:
+            raise ValueError("invalid until date")
+
+    def _handle_WKST(self, rrkwargs, name, value, **kwargs):
+        rrkwargs["wkst"] = self._weekday_map[value]
+
+    def _handle_BYWEEKDAY(self, rrkwargs, name, value, **kwargs):
+        """
+        Two ways to specify this: +1MO or MO(+1)
+        """
+        l = []
+        for wday in value.split(','):
+            if '(' in wday:
+                # If it's of the form TH(+1), etc.
+                splt = wday.split('(')
+                w = splt[0]
+                n = int(splt[1][:-1])
+            elif len(wday):
+                # If it's of the form +1MO
+                for i in range(len(wday)):
+                    if wday[i] not in '+-0123456789':
+                        break
+                n = wday[:i] or None
+                w = wday[i:]
+                if n:
+                    n = int(n)
+            else:
+                raise ValueError("Invalid (empty) BYDAY specification.")
+
+            l.append(weekdays[self._weekday_map[w]](n))
+        rrkwargs["byweekday"] = l
+
+    _handle_BYDAY = _handle_BYWEEKDAY
+
+    def _parse_rfc_rrule(self, line,
+                         dtstart=None,
+                         cache=False,
+                         ignoretz=False,
+                         tzinfos=None):
+        if line.find(':') != -1:
+            name, value = line.split(':')
+            if name != "RRULE":
+                raise ValueError("unknown parameter name")
+        else:
+            value = line
+        rrkwargs = {}
+        for pair in value.split(';'):
+            name, value = pair.split('=')
+            name = name.upper()
+            value = value.upper()
+            try:
+                getattr(self, "_handle_"+name)(rrkwargs, name, value,
+                                               ignoretz=ignoretz,
+                                               tzinfos=tzinfos)
+            except AttributeError:
+                raise ValueError("unknown parameter '%s'" % name)
+            except (KeyError, ValueError):
+                raise ValueError("invalid '%s': %s" % (name, value))
+        return rrule(dtstart=dtstart, cache=cache, **rrkwargs)
+
+    def _parse_date_value(self, date_value, parms, rule_tzids,
+                          ignoretz, tzids, tzinfos):
+        global parser
+        if not parser:
+            from dateutil import parser
+
+        datevals = []
+        value_found = False
+        TZID = None
+
+        for parm in parms:
+            if parm.startswith("TZID="):
+                try:
+                    tzkey = rule_tzids[parm.split('TZID=')[-1]]
+                except KeyError:
+                    continue
+                if tzids is None:
+                    from . import tz
+                    tzlookup = tz.gettz
+                elif callable(tzids):
+                    tzlookup = tzids
+                else:
+                    tzlookup = getattr(tzids, 'get', None)
+                    if tzlookup is None:
+                        msg = ('tzids must be a callable, mapping, or None, '
+                               'not %s' % tzids)
+                        raise ValueError(msg)
+
+                TZID = tzlookup(tzkey)
+                continue
+
+            # RFC 5445 3.8.2.4: The VALUE parameter is optional, but may be found
+            # only once.
+            if parm not in {"VALUE=DATE-TIME", "VALUE=DATE"}:
+                raise ValueError("unsupported parm: " + parm)
+            else:
+                if value_found:
+                    msg = ("Duplicate value parameter found in: " + parm)
+                    raise ValueError(msg)
+                value_found = True
+
+        for datestr in date_value.split(','):
+            date = parser.parse(datestr, ignoretz=ignoretz, tzinfos=tzinfos)
+            if TZID is not None:
+                if date.tzinfo is None:
+                    date = date.replace(tzinfo=TZID)
+                else:
+                    raise ValueError('DTSTART/EXDATE specifies multiple timezone')
+            datevals.append(date)
+
+        return datevals
+
+    def _parse_rfc(self, s,
+                   dtstart=None,
+                   cache=False,
+                   unfold=False,
+                   forceset=False,
+                   compatible=False,
+                   ignoretz=False,
+                   tzids=None,
+                   tzinfos=None):
+        global parser
+        if compatible:
+            forceset = True
+            unfold = True
+
+        TZID_NAMES = dict(map(
+            lambda x: (x.upper(), x),
+            re.findall('TZID=(?P<name>[^:]+):', s)
+        ))
+        s = s.upper()
+        if not s.strip():
+            raise ValueError("empty string")
+        if unfold:
+            lines = s.splitlines()
+            i = 0
+            while i < len(lines):
+                line = lines[i].rstrip()
+                if not line:
+                    del lines[i]
+                elif i > 0 and line[0] == " ":
+                    lines[i-1] += line[1:]
+                    del lines[i]
+                else:
+                    i += 1
+        else:
+            lines = s.split()
+        if (not forceset and len(lines) == 1 and (s.find(':') == -1 or
+                                                  s.startswith('RRULE:'))):
+            return self._parse_rfc_rrule(lines[0], cache=cache,
+                                         dtstart=dtstart, ignoretz=ignoretz,
+                                         tzinfos=tzinfos)
+        else:
+            rrulevals = []
+            rdatevals = []
+            exrulevals = []
+            exdatevals = []
+            for line in lines:
+                if not line:
+                    continue
+                if line.find(':') == -1:
+                    name = "RRULE"
+                    value = line
+                else:
+                    name, value = line.split(':', 1)
+                parms = name.split(';')
+                if not parms:
+                    raise ValueError("empty property name")
+                name = parms[0]
+                parms = parms[1:]
+                if name == "RRULE":
+                    for parm in parms:
+                        raise ValueError("unsupported RRULE parm: "+parm)
+                    rrulevals.append(value)
+                elif name == "RDATE":
+                    for parm in parms:
+                        if parm != "VALUE=DATE-TIME":
+                            raise ValueError("unsupported RDATE parm: "+parm)
+                    rdatevals.append(value)
+                elif name == "EXRULE":
+                    for parm in parms:
+                        raise ValueError("unsupported EXRULE parm: "+parm)
+                    exrulevals.append(value)
+                elif name == "EXDATE":
+                    exdatevals.extend(
+                        self._parse_date_value(value, parms,
+                                               TZID_NAMES, ignoretz,
+                                               tzids, tzinfos)
+                    )
+                elif name == "DTSTART":
+                    dtvals = self._parse_date_value(value, parms, TZID_NAMES,
+                                                    ignoretz, tzids, tzinfos)
+                    if len(dtvals) != 1:
+                        raise ValueError("Multiple DTSTART values specified:" +
+                                         value)
+                    dtstart = dtvals[0]
+                else:
+                    raise ValueError("unsupported property: "+name)
+            if (forceset or len(rrulevals) > 1 or rdatevals
+                    or exrulevals or exdatevals):
+                if not parser and (rdatevals or exdatevals):
+                    from dateutil import parser
+                rset = rruleset(cache=cache)
+                for value in rrulevals:
+                    rset.rrule(self._parse_rfc_rrule(value, dtstart=dtstart,
+                                                     ignoretz=ignoretz,
+                                                     tzinfos=tzinfos))
+                for value in rdatevals:
+                    for datestr in value.split(','):
+                        rset.rdate(parser.parse(datestr,
+                                                ignoretz=ignoretz,
+                                                tzinfos=tzinfos))
+                for value in exrulevals:
+                    rset.exrule(self._parse_rfc_rrule(value, dtstart=dtstart,
+                                                      ignoretz=ignoretz,
+                                                      tzinfos=tzinfos))
+                for value in exdatevals:
+                    rset.exdate(value)
+                if compatible and dtstart:
+                    rset.rdate(dtstart)
+                return rset
+            else:
+                return self._parse_rfc_rrule(rrulevals[0],
+                                             dtstart=dtstart,
+                                             cache=cache,
+                                             ignoretz=ignoretz,
+                                             tzinfos=tzinfos)
+
+    def __call__(self, s, **kwargs):
+        return self._parse_rfc(s, **kwargs)
+
+
+rrulestr = _rrulestr()
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
new file mode 100644
index 000000000..af1352c47
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
@@ -0,0 +1,12 @@
+# -*- coding: utf-8 -*-
+from .tz import *
+from .tz import __doc__
+
+__all__ = ["tzutc", "tzoffset", "tzlocal", "tzfile", "tzrange",
+           "tzstr", "tzical", "tzwin", "tzwinlocal", "gettz",
+           "enfold", "datetime_ambiguous", "datetime_exists",
+           "resolve_imaginary", "UTC", "DeprecatedTzFormatWarning"]
+
+
+class DeprecatedTzFormatWarning(Warning):
+    """Warning raised when time zones are parsed from deprecated formats."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
new file mode 100644
index 000000000..e6ac11831
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
@@ -0,0 +1,419 @@
+from six import PY2
+
+from functools import wraps
+
+from datetime import datetime, timedelta, tzinfo
+
+
+ZERO = timedelta(0)
+
+__all__ = ['tzname_in_python2', 'enfold']
+
+
+def tzname_in_python2(namefunc):
+    """Change unicode output into bytestrings in Python 2
+
+    tzname() API changed in Python 3. It used to return bytes, but was changed
+    to unicode strings
+    """
+    if PY2:
+        @wraps(namefunc)
+        def adjust_encoding(*args, **kwargs):
+            name = namefunc(*args, **kwargs)
+            if name is not None:
+                name = name.encode()
+
+            return name
+
+        return adjust_encoding
+    else:
+        return namefunc
+
+
+# The following is adapted from Alexander Belopolsky's tz library
+# https://github.com/abalkin/tz
+if hasattr(datetime, 'fold'):
+    # This is the pre-python 3.6 fold situation
+    def enfold(dt, fold=1):
+        """
+        Provides a unified interface for assigning the ``fold`` attribute to
+        datetimes both before and after the implementation of PEP-495.
+
+        :param fold:
+            The value for the ``fold`` attribute in the returned datetime. This
+            should be either 0 or 1.
+
+        :return:
+            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
+            ``fold`` for all versions of Python. In versions prior to
+            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
+            subclass of :py:class:`datetime.datetime` with the ``fold``
+            attribute added, if ``fold`` is 1.
+
+        .. versionadded:: 2.6.0
+        """
+        return dt.replace(fold=fold)
+
+else:
+    class _DatetimeWithFold(datetime):
+        """
+        This is a class designed to provide a PEP 495-compliant interface for
+        Python versions before 3.6. It is used only for dates in a fold, so
+        the ``fold`` attribute is fixed at ``1``.
+
+        .. versionadded:: 2.6.0
+        """
+        __slots__ = ()
+
+        def replace(self, *args, **kwargs):
+            """
+            Return a datetime with the same attributes, except for those
+            attributes given new values by whichever keyword arguments are
+            specified. Note that tzinfo=None can be specified to create a naive
+            datetime from an aware datetime with no conversion of date and time
+            data.
+
+            This is reimplemented in ``_DatetimeWithFold`` because pypy3 will
+            return a ``datetime.datetime`` even if ``fold`` is unchanged.
+            """
+            argnames = (
+                'year', 'month', 'day', 'hour', 'minute', 'second',
+                'microsecond', 'tzinfo'
+            )
+
+            for arg, argname in zip(args, argnames):
+                if argname in kwargs:
+                    raise TypeError('Duplicate argument: {}'.format(argname))
+
+                kwargs[argname] = arg
+
+            for argname in argnames:
+                if argname not in kwargs:
+                    kwargs[argname] = getattr(self, argname)
+
+            dt_class = self.__class__ if kwargs.get('fold', 1) else datetime
+
+            return dt_class(**kwargs)
+
+        @property
+        def fold(self):
+            return 1
+
+    def enfold(dt, fold=1):
+        """
+        Provides a unified interface for assigning the ``fold`` attribute to
+        datetimes both before and after the implementation of PEP-495.
+
+        :param fold:
+            The value for the ``fold`` attribute in the returned datetime. This
+            should be either 0 or 1.
+
+        :return:
+            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
+            ``fold`` for all versions of Python. In versions prior to
+            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
+            subclass of :py:class:`datetime.datetime` with the ``fold``
+            attribute added, if ``fold`` is 1.
+
+        .. versionadded:: 2.6.0
+        """
+        if getattr(dt, 'fold', 0) == fold:
+            return dt
+
+        args = dt.timetuple()[:6]
+        args += (dt.microsecond, dt.tzinfo)
+
+        if fold:
+            return _DatetimeWithFold(*args)
+        else:
+            return datetime(*args)
+
+
+def _validate_fromutc_inputs(f):
+    """
+    The CPython version of ``fromutc`` checks that the input is a ``datetime``
+    object and that ``self`` is attached as its ``tzinfo``.
+    """
+    @wraps(f)
+    def fromutc(self, dt):
+        if not isinstance(dt, datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        return f(self, dt)
+
+    return fromutc
+
+
+class _tzinfo(tzinfo):
+    """
+    Base class for all ``dateutil`` ``tzinfo`` objects.
+    """
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+
+        dt = dt.replace(tzinfo=self)
+
+        wall_0 = enfold(dt, fold=0)
+        wall_1 = enfold(dt, fold=1)
+
+        same_offset = wall_0.utcoffset() == wall_1.utcoffset()
+        same_dt = wall_0.replace(tzinfo=None) == wall_1.replace(tzinfo=None)
+
+        return same_dt and not same_offset
+
+    def _fold_status(self, dt_utc, dt_wall):
+        """
+        Determine the fold status of a "wall" datetime, given a representation
+        of the same datetime as a (naive) UTC datetime. This is calculated based
+        on the assumption that ``dt.utcoffset() - dt.dst()`` is constant for all
+        datetimes, and that this offset is the actual number of hours separating
+        ``dt_utc`` and ``dt_wall``.
+
+        :param dt_utc:
+            Representation of the datetime as UTC
+
+        :param dt_wall:
+            Representation of the datetime as "wall time". This parameter must
+            either have a `fold` attribute or have a fold-naive
+            :class:`datetime.tzinfo` attached, otherwise the calculation may
+            fail.
+        """
+        if self.is_ambiguous(dt_wall):
+            delta_wall = dt_wall - dt_utc
+            _fold = int(delta_wall == (dt_utc.utcoffset() - dt_utc.dst()))
+        else:
+            _fold = 0
+
+        return _fold
+
+    def _fold(self, dt):
+        return getattr(dt, 'fold', 0)
+
+    def _fromutc(self, dt):
+        """
+        Given a timezone-aware datetime in a given timezone, calculates a
+        timezone-aware datetime in a new timezone.
+
+        Since this is the one time that we *know* we have an unambiguous
+        datetime object, we take this opportunity to determine whether the
+        datetime is ambiguous and in a "fold" state (e.g. if it's the first
+        occurrence, chronologically, of the ambiguous datetime).
+
+        :param dt:
+            A timezone-aware :class:`datetime.datetime` object.
+        """
+
+        # Re-implement the algorithm from Python's datetime.py
+        dtoff = dt.utcoffset()
+        if dtoff is None:
+            raise ValueError("fromutc() requires a non-None utcoffset() "
+                             "result")
+
+        # The original datetime.py code assumes that `dst()` defaults to
+        # zero during ambiguous times. PEP 495 inverts this presumption, so
+        # for pre-PEP 495 versions of python, we need to tweak the algorithm.
+        dtdst = dt.dst()
+        if dtdst is None:
+            raise ValueError("fromutc() requires a non-None dst() result")
+        delta = dtoff - dtdst
+
+        dt += delta
+        # Set fold=1 so we can default to being in the fold for
+        # ambiguous dates.
+        dtdst = enfold(dt, fold=1).dst()
+        if dtdst is None:
+            raise ValueError("fromutc(): dt.dst gave inconsistent "
+                             "results; cannot convert")
+        return dt + dtdst
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        """
+        Given a timezone-aware datetime in a given timezone, calculates a
+        timezone-aware datetime in a new timezone.
+
+        Since this is the one time that we *know* we have an unambiguous
+        datetime object, we take this opportunity to determine whether the
+        datetime is ambiguous and in a "fold" state (e.g. if it's the first
+        occurrence, chronologically, of the ambiguous datetime).
+
+        :param dt:
+            A timezone-aware :class:`datetime.datetime` object.
+        """
+        dt_wall = self._fromutc(dt)
+
+        # Calculate the fold status given the two datetimes.
+        _fold = self._fold_status(dt, dt_wall)
+
+        # Set the default fold value for ambiguous dates
+        return enfold(dt_wall, fold=_fold)
+
+
+class tzrangebase(_tzinfo):
+    """
+    This is an abstract base class for time zones represented by an annual
+    transition into and out of DST. Child classes should implement the following
+    methods:
+
+        * ``__init__(self, *args, **kwargs)``
+        * ``transitions(self, year)`` - this is expected to return a tuple of
+          datetimes representing the DST on and off transitions in standard
+          time.
+
+    A fully initialized ``tzrangebase`` subclass should also provide the
+    following attributes:
+        * ``hasdst``: Boolean whether or not the zone uses DST.
+        * ``_dst_offset`` / ``_std_offset``: :class:`datetime.timedelta` objects
+          representing the respective UTC offsets.
+        * ``_dst_abbr`` / ``_std_abbr``: Strings representing the timezone short
+          abbreviations in DST and STD, respectively.
+        * ``_hasdst``: Whether or not the zone has DST.
+
+    .. versionadded:: 2.6.0
+    """
+    def __init__(self):
+        raise NotImplementedError('tzrangebase is an abstract base class')
+
+    def utcoffset(self, dt):
+        isdst = self._isdst(dt)
+
+        if isdst is None:
+            return None
+        elif isdst:
+            return self._dst_offset
+        else:
+            return self._std_offset
+
+    def dst(self, dt):
+        isdst = self._isdst(dt)
+
+        if isdst is None:
+            return None
+        elif isdst:
+            return self._dst_base_offset
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        if self._isdst(dt):
+            return self._dst_abbr
+        else:
+            return self._std_abbr
+
+    def fromutc(self, dt):
+        """ Given a datetime in UTC, return local time """
+        if not isinstance(dt, datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        # Get transitions - if there are none, fixed offset
+        transitions = self.transitions(dt.year)
+        if transitions is None:
+            return dt + self.utcoffset(dt)
+
+        # Get the transition times in UTC
+        dston, dstoff = transitions
+
+        dston -= self._std_offset
+        dstoff -= self._std_offset
+
+        utc_transitions = (dston, dstoff)
+        dt_utc = dt.replace(tzinfo=None)
+
+        isdst = self._naive_isdst(dt_utc, utc_transitions)
+
+        if isdst:
+            dt_wall = dt + self._dst_offset
+        else:
+            dt_wall = dt + self._std_offset
+
+        _fold = int(not isdst and self.is_ambiguous(dt_wall))
+
+        return enfold(dt_wall, fold=_fold)
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        if not self.hasdst:
+            return False
+
+        start, end = self.transitions(dt.year)
+
+        dt = dt.replace(tzinfo=None)
+        return (end <= dt < end + self._dst_base_offset)
+
+    def _isdst(self, dt):
+        if not self.hasdst:
+            return False
+        elif dt is None:
+            return None
+
+        transitions = self.transitions(dt.year)
+
+        if transitions is None:
+            return False
+
+        dt = dt.replace(tzinfo=None)
+
+        isdst = self._naive_isdst(dt, transitions)
+
+        # Handle ambiguous dates
+        if not isdst and self.is_ambiguous(dt):
+            return not self._fold(dt)
+        else:
+            return isdst
+
+    def _naive_isdst(self, dt, transitions):
+        dston, dstoff = transitions
+
+        dt = dt.replace(tzinfo=None)
+
+        if dston < dstoff:
+            isdst = dston <= dt < dstoff
+        else:
+            isdst = not dstoff <= dt < dston
+
+        return isdst
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_offset - self._std_offset
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(...)" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
new file mode 100644
index 000000000..f8a65891a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
@@ -0,0 +1,80 @@
+from datetime import timedelta
+import weakref
+from collections import OrderedDict
+
+from six.moves import _thread
+
+
+class _TzSingleton(type):
+    def __init__(cls, *args, **kwargs):
+        cls.__instance = None
+        super(_TzSingleton, cls).__init__(*args, **kwargs)
+
+    def __call__(cls):
+        if cls.__instance is None:
+            cls.__instance = super(_TzSingleton, cls).__call__()
+        return cls.__instance
+
+
+class _TzFactory(type):
+    def instance(cls, *args, **kwargs):
+        """Alternate constructor that returns a fresh instance"""
+        return type.__call__(cls, *args, **kwargs)
+
+
+class _TzOffsetFactory(_TzFactory):
+    def __init__(cls, *args, **kwargs):
+        cls.__instances = weakref.WeakValueDictionary()
+        cls.__strong_cache = OrderedDict()
+        cls.__strong_cache_size = 8
+
+        cls._cache_lock = _thread.allocate_lock()
+
+    def __call__(cls, name, offset):
+        if isinstance(offset, timedelta):
+            key = (name, offset.total_seconds())
+        else:
+            key = (name, offset)
+
+        instance = cls.__instances.get(key, None)
+        if instance is None:
+            instance = cls.__instances.setdefault(key,
+                                                  cls.instance(name, offset))
+
+        # This lock may not be necessary in Python 3. See GH issue #901
+        with cls._cache_lock:
+            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
+
+            # Remove an item if the strong cache is overpopulated
+            if len(cls.__strong_cache) > cls.__strong_cache_size:
+                cls.__strong_cache.popitem(last=False)
+
+        return instance
+
+
+class _TzStrFactory(_TzFactory):
+    def __init__(cls, *args, **kwargs):
+        cls.__instances = weakref.WeakValueDictionary()
+        cls.__strong_cache = OrderedDict()
+        cls.__strong_cache_size = 8
+
+        cls.__cache_lock = _thread.allocate_lock()
+
+    def __call__(cls, s, posix_offset=False):
+        key = (s, posix_offset)
+        instance = cls.__instances.get(key, None)
+
+        if instance is None:
+            instance = cls.__instances.setdefault(key,
+                cls.instance(s, posix_offset))
+
+        # This lock may not be necessary in Python 3. See GH issue #901
+        with cls.__cache_lock:
+            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
+
+            # Remove an item if the strong cache is overpopulated
+            if len(cls.__strong_cache) > cls.__strong_cache_size:
+                cls.__strong_cache.popitem(last=False)
+
+        return instance
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
new file mode 100644
index 000000000..617591446
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
@@ -0,0 +1,1849 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers timezone implementations subclassing the abstract
+:py:class:`datetime.tzinfo` type. There are classes to handle tzfile format
+files (usually are in :file:`/etc/localtime`, :file:`/usr/share/zoneinfo`,
+etc), TZ environment string (in all known formats), given ranges (with help
+from relative deltas), local machine timezone, fixed offset timezone, and UTC
+timezone.
+"""
+import datetime
+import struct
+import time
+import sys
+import os
+import bisect
+import weakref
+from collections import OrderedDict
+
+import six
+from six import string_types
+from six.moves import _thread
+from ._common import tzname_in_python2, _tzinfo
+from ._common import tzrangebase, enfold
+from ._common import _validate_fromutc_inputs
+
+from ._factories import _TzSingleton, _TzOffsetFactory
+from ._factories import _TzStrFactory
+try:
+    from .win import tzwin, tzwinlocal
+except ImportError:
+    tzwin = tzwinlocal = None
+
+# For warning about rounding tzinfo
+from warnings import warn
+
+ZERO = datetime.timedelta(0)
+EPOCH = datetime.datetime(1970, 1, 1, 0, 0)
+EPOCHORDINAL = EPOCH.toordinal()
+
+
+@six.add_metaclass(_TzSingleton)
+class tzutc(datetime.tzinfo):
+    """
+    This is a tzinfo object that represents the UTC time zone.
+
+    **Examples:**
+
+    .. doctest::
+
+        >>> from datetime import *
+        >>> from dateutil.tz import *
+
+        >>> datetime.now()
+        datetime.datetime(2003, 9, 27, 9, 40, 1, 521290)
+
+        >>> datetime.now(tzutc())
+        datetime.datetime(2003, 9, 27, 12, 40, 12, 156379, tzinfo=tzutc())
+
+        >>> datetime.now(tzutc()).tzname()
+        'UTC'
+
+    .. versionchanged:: 2.7.0
+        ``tzutc()`` is now a singleton, so the result of ``tzutc()`` will
+        always return the same object.
+
+        .. doctest::
+
+            >>> from dateutil.tz import tzutc, UTC
+            >>> tzutc() is tzutc()
+            True
+            >>> tzutc() is UTC
+            True
+    """
+    def utcoffset(self, dt):
+        return ZERO
+
+    def dst(self, dt):
+        return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return "UTC"
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        return False
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        """
+        Fast track version of fromutc() returns the original ``dt`` object for
+        any valid :py:class:`datetime.datetime` object.
+        """
+        return dt
+
+    def __eq__(self, other):
+        if not isinstance(other, (tzutc, tzoffset)):
+            return NotImplemented
+
+        return (isinstance(other, tzutc) or
+                (isinstance(other, tzoffset) and other._offset == ZERO))
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s()" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
+
+
+#: Convenience constant providing a :class:`tzutc()` instance
+#:
+#: .. versionadded:: 2.7.0
+UTC = tzutc()
+
+
+@six.add_metaclass(_TzOffsetFactory)
+class tzoffset(datetime.tzinfo):
+    """
+    A simple class for representing a fixed offset from UTC.
+
+    :param name:
+        The timezone name, to be returned when ``tzname()`` is called.
+    :param offset:
+        The time zone offset in seconds, or (since version 2.6.0, represented
+        as a :py:class:`datetime.timedelta` object).
+    """
+    def __init__(self, name, offset):
+        self._name = name
+
+        try:
+            # Allow a timedelta
+            offset = offset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        self._offset = datetime.timedelta(seconds=_get_supported_offset(offset))
+
+    def utcoffset(self, dt):
+        return self._offset
+
+    def dst(self, dt):
+        return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._name
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        return dt + self._offset
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        return False
+
+    def __eq__(self, other):
+        if not isinstance(other, tzoffset):
+            return NotImplemented
+
+        return self._offset == other._offset
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(%s, %s)" % (self.__class__.__name__,
+                               repr(self._name),
+                               int(self._offset.total_seconds()))
+
+    __reduce__ = object.__reduce__
+
+
+class tzlocal(_tzinfo):
+    """
+    A :class:`tzinfo` subclass built around the ``time`` timezone functions.
+    """
+    def __init__(self):
+        super(tzlocal, self).__init__()
+
+        self._std_offset = datetime.timedelta(seconds=-time.timezone)
+        if time.daylight:
+            self._dst_offset = datetime.timedelta(seconds=-time.altzone)
+        else:
+            self._dst_offset = self._std_offset
+
+        self._dst_saved = self._dst_offset - self._std_offset
+        self._hasdst = bool(self._dst_saved)
+        self._tznames = tuple(time.tzname)
+
+    def utcoffset(self, dt):
+        if dt is None and self._hasdst:
+            return None
+
+        if self._isdst(dt):
+            return self._dst_offset
+        else:
+            return self._std_offset
+
+    def dst(self, dt):
+        if dt is None and self._hasdst:
+            return None
+
+        if self._isdst(dt):
+            return self._dst_offset - self._std_offset
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._tznames[self._isdst(dt)]
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        naive_dst = self._naive_is_dst(dt)
+        return (not naive_dst and
+                (naive_dst != self._naive_is_dst(dt - self._dst_saved)))
+
+    def _naive_is_dst(self, dt):
+        timestamp = _datetime_to_timestamp(dt)
+        return time.localtime(timestamp + time.timezone).tm_isdst
+
+    def _isdst(self, dt, fold_naive=True):
+        # We can't use mktime here. It is unstable when deciding if
+        # the hour near to a change is DST or not.
+        #
+        # timestamp = time.mktime((dt.year, dt.month, dt.day, dt.hour,
+        #                         dt.minute, dt.second, dt.weekday(), 0, -1))
+        # return time.localtime(timestamp).tm_isdst
+        #
+        # The code above yields the following result:
+        #
+        # >>> import tz, datetime
+        # >>> t = tz.tzlocal()
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRDT'
+        # >>> datetime.datetime(2003,2,16,0,tzinfo=t).tzname()
+        # 'BRST'
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRST'
+        # >>> datetime.datetime(2003,2,15,22,tzinfo=t).tzname()
+        # 'BRDT'
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRDT'
+        #
+        # Here is a more stable implementation:
+        #
+        if not self._hasdst:
+            return False
+
+        # Check for ambiguous times:
+        dstval = self._naive_is_dst(dt)
+        fold = getattr(dt, 'fold', None)
+
+        if self.is_ambiguous(dt):
+            if fold is not None:
+                return not self._fold(dt)
+            else:
+                return True
+
+        return dstval
+
+    def __eq__(self, other):
+        if isinstance(other, tzlocal):
+            return (self._std_offset == other._std_offset and
+                    self._dst_offset == other._dst_offset)
+        elif isinstance(other, tzutc):
+            return (not self._hasdst and
+                    self._tznames[0] in {'UTC', 'GMT'} and
+                    self._std_offset == ZERO)
+        elif isinstance(other, tzoffset):
+            return (not self._hasdst and
+                    self._tznames[0] == other._name and
+                    self._std_offset == other._offset)
+        else:
+            return NotImplemented
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s()" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
+
+
+class _ttinfo(object):
+    __slots__ = ["offset", "delta", "isdst", "abbr",
+                 "isstd", "isgmt", "dstoffset"]
+
+    def __init__(self):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+
+    def __repr__(self):
+        l = []
+        for attr in self.__slots__:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("%s=%s" % (attr, repr(value)))
+        return "%s(%s)" % (self.__class__.__name__, ", ".join(l))
+
+    def __eq__(self, other):
+        if not isinstance(other, _ttinfo):
+            return NotImplemented
+
+        return (self.offset == other.offset and
+                self.delta == other.delta and
+                self.isdst == other.isdst and
+                self.abbr == other.abbr and
+                self.isstd == other.isstd and
+                self.isgmt == other.isgmt and
+                self.dstoffset == other.dstoffset)
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __getstate__(self):
+        state = {}
+        for name in self.__slots__:
+            state[name] = getattr(self, name, None)
+        return state
+
+    def __setstate__(self, state):
+        for name in self.__slots__:
+            if name in state:
+                setattr(self, name, state[name])
+
+
+class _tzfile(object):
+    """
+    Lightweight class for holding the relevant transition and time zone
+    information read from binary tzfiles.
+    """
+    attrs = ['trans_list', 'trans_list_utc', 'trans_idx', 'ttinfo_list',
+             'ttinfo_std', 'ttinfo_dst', 'ttinfo_before', 'ttinfo_first']
+
+    def __init__(self, **kwargs):
+        for attr in self.attrs:
+            setattr(self, attr, kwargs.get(attr, None))
+
+
+class tzfile(_tzinfo):
+    """
+    This is a ``tzinfo`` subclass that allows one to use the ``tzfile(5)``
+    format timezone files to extract current and historical zone information.
+
+    :param fileobj:
+        This can be an opened file stream or a file name that the time zone
+        information can be read from.
+
+    :param filename:
+        This is an optional parameter specifying the source of the time zone
+        information in the event that ``fileobj`` is a file object. If omitted
+        and ``fileobj`` is a file stream, this parameter will be set either to
+        ``fileobj``'s ``name`` attribute or to ``repr(fileobj)``.
+
+    See `Sources for Time Zone and Daylight Saving Time Data
+    <https://data.iana.org/time-zones/tz-link.html>`_ for more information.
+    Time zone files can be compiled from the `IANA Time Zone database files
+    <https://www.iana.org/time-zones>`_ with the `zic time zone compiler
+    <https://www.freebsd.org/cgi/man.cgi?query=zic&sektion=8>`_
+
+    .. note::
+
+        Only construct a ``tzfile`` directly if you have a specific timezone
+        file on disk that you want to read into a Python ``tzinfo`` object.
+        If you want to get a ``tzfile`` representing a specific IANA zone,
+        (e.g. ``'America/New_York'``), you should call
+        :func:`dateutil.tz.gettz` with the zone identifier.
+
+
+    **Examples:**
+
+    Using the US Eastern time zone as an example, we can see that a ``tzfile``
+    provides time zone information for the standard Daylight Saving offsets:
+
+    .. testsetup:: tzfile
+
+        from dateutil.tz import gettz
+        from datetime import datetime
+
+    .. doctest:: tzfile
+
+        >>> NYC = gettz('America/New_York')
+        >>> NYC
+        tzfile('/usr/share/zoneinfo/America/New_York')
+
+        >>> print(datetime(2016, 1, 3, tzinfo=NYC))     # EST
+        2016-01-03 00:00:00-05:00
+
+        >>> print(datetime(2016, 7, 7, tzinfo=NYC))     # EDT
+        2016-07-07 00:00:00-04:00
+
+
+    The ``tzfile`` structure contains a fully history of the time zone,
+    so historical dates will also have the right offsets. For example, before
+    the adoption of the UTC standards, New York used local solar  mean time:
+
+    .. doctest:: tzfile
+
+       >>> print(datetime(1901, 4, 12, tzinfo=NYC))    # LMT
+       1901-04-12 00:00:00-04:56
+
+    And during World War II, New York was on "Eastern War Time", which was a
+    state of permanent daylight saving time:
+
+    .. doctest:: tzfile
+
+        >>> print(datetime(1944, 2, 7, tzinfo=NYC))    # EWT
+        1944-02-07 00:00:00-04:00
+
+    """
+
+    def __init__(self, fileobj, filename=None):
+        super(tzfile, self).__init__()
+
+        file_opened_here = False
+        if isinstance(fileobj, string_types):
+            self._filename = fileobj
+            fileobj = open(fileobj, 'rb')
+            file_opened_here = True
+        elif filename is not None:
+            self._filename = filename
+        elif hasattr(fileobj, "name"):
+            self._filename = fileobj.name
+        else:
+            self._filename = repr(fileobj)
+
+        if fileobj is not None:
+            if not file_opened_here:
+                fileobj = _nullcontext(fileobj)
+
+            with fileobj as file_stream:
+                tzobj = self._read_tzfile(file_stream)
+
+            self._set_tzdata(tzobj)
+
+    def _set_tzdata(self, tzobj):
+        """ Set the time zone data of this object from a _tzfile object """
+        # Copy the relevant attributes over as private attributes
+        for attr in _tzfile.attrs:
+            setattr(self, '_' + attr, getattr(tzobj, attr))
+
+    def _read_tzfile(self, fileobj):
+        out = _tzfile()
+
+        # From tzfile(5):
+        #
+        # The time zone information files used by tzset(3)
+        # begin with the magic characters "TZif" to identify
+        # them as time zone information files, followed by
+        # sixteen bytes reserved for future use, followed by
+        # six four-byte values of type long, written in a
+        # ``standard'' byte order (the high-order  byte
+        # of the value is written first).
+        if fileobj.read(4).decode() != "TZif":
+            raise ValueError("magic not found")
+
+        fileobj.read(16)
+
+        (
+            # The number of UTC/local indicators stored in the file.
+            ttisgmtcnt,
+
+            # The number of standard/wall indicators stored in the file.
+            ttisstdcnt,
+
+            # The number of leap seconds for which data is
+            # stored in the file.
+            leapcnt,
+
+            # The number of "transition times" for which data
+            # is stored in the file.
+            timecnt,
+
+            # The number of "local time types" for which data
+            # is stored in the file (must not be zero).
+            typecnt,
+
+            # The  number  of  characters  of "time zone
+            # abbreviation strings" stored in the file.
+            charcnt,
+
+        ) = struct.unpack(">6l", fileobj.read(24))
+
+        # The above header is followed by tzh_timecnt four-byte
+        # values  of  type long,  sorted  in ascending order.
+        # These values are written in ``standard'' byte order.
+        # Each is used as a transition time (as  returned  by
+        # time(2)) at which the rules for computing local time
+        # change.
+
+        if timecnt:
+            out.trans_list_utc = list(struct.unpack(">%dl" % timecnt,
+                                                    fileobj.read(timecnt*4)))
+        else:
+            out.trans_list_utc = []
+
+        # Next come tzh_timecnt one-byte values of type unsigned
+        # char; each one tells which of the different types of
+        # ``local time'' types described in the file is associated
+        # with the same-indexed transition time. These values
+        # serve as indices into an array of ttinfo structures that
+        # appears next in the file.
+
+        if timecnt:
+            out.trans_idx = struct.unpack(">%dB" % timecnt,
+                                          fileobj.read(timecnt))
+        else:
+            out.trans_idx = []
+
+        # Each ttinfo structure is written as a four-byte value
+        # for tt_gmtoff  of  type long,  in  a  standard  byte
+        # order, followed  by a one-byte value for tt_isdst
+        # and a one-byte  value  for  tt_abbrind.   In  each
+        # structure, tt_gmtoff  gives  the  number  of
+        # seconds to be added to UTC, tt_isdst tells whether
+        # tm_isdst should be set by  localtime(3),  and
+        # tt_abbrind serves  as an index into the array of
+        # time zone abbreviation characters that follow the
+        # ttinfo structure(s) in the file.
+
+        ttinfo = []
+
+        for i in range(typecnt):
+            ttinfo.append(struct.unpack(">lbb", fileobj.read(6)))
+
+        abbr = fileobj.read(charcnt).decode()
+
+        # Then there are tzh_leapcnt pairs of four-byte
+        # values, written in  standard byte  order;  the
+        # first  value  of  each pair gives the time (as
+        # returned by time(2)) at which a leap second
+        # occurs;  the  second  gives the  total  number of
+        # leap seconds to be applied after the given time.
+        # The pairs of values are sorted in ascending order
+        # by time.
+
+        # Not used, for now (but seek for correct file position)
+        if leapcnt:
+            fileobj.seek(leapcnt * 8, os.SEEK_CUR)
+
+        # Then there are tzh_ttisstdcnt standard/wall
+        # indicators, each stored as a one-byte value;
+        # they tell whether the transition times associated
+        # with local time types were specified as standard
+        # time or wall clock time, and are used when
+        # a time zone file is used in handling POSIX-style
+        # time zone environment variables.
+
+        if ttisstdcnt:
+            isstd = struct.unpack(">%db" % ttisstdcnt,
+                                  fileobj.read(ttisstdcnt))
+
+        # Finally, there are tzh_ttisgmtcnt UTC/local
+        # indicators, each stored as a one-byte value;
+        # they tell whether the transition times associated
+        # with local time types were specified as UTC or
+        # local time, and are used when a time zone file
+        # is used in handling POSIX-style time zone envi-
+        # ronment variables.
+
+        if ttisgmtcnt:
+            isgmt = struct.unpack(">%db" % ttisgmtcnt,
+                                  fileobj.read(ttisgmtcnt))
+
+        # Build ttinfo list
+        out.ttinfo_list = []
+        for i in range(typecnt):
+            gmtoff, isdst, abbrind = ttinfo[i]
+            gmtoff = _get_supported_offset(gmtoff)
+            tti = _ttinfo()
+            tti.offset = gmtoff
+            tti.dstoffset = datetime.timedelta(0)
+            tti.delta = datetime.timedelta(seconds=gmtoff)
+            tti.isdst = isdst
+            tti.abbr = abbr[abbrind:abbr.find('\x00', abbrind)]
+            tti.isstd = (ttisstdcnt > i and isstd[i] != 0)
+            tti.isgmt = (ttisgmtcnt > i and isgmt[i] != 0)
+            out.ttinfo_list.append(tti)
+
+        # Replace ttinfo indexes for ttinfo objects.
+        out.trans_idx = [out.ttinfo_list[idx] for idx in out.trans_idx]
+
+        # Set standard, dst, and before ttinfos. before will be
+        # used when a given time is before any transitions,
+        # and will be set to the first non-dst ttinfo, or to
+        # the first dst, if all of them are dst.
+        out.ttinfo_std = None
+        out.ttinfo_dst = None
+        out.ttinfo_before = None
+        if out.ttinfo_list:
+            if not out.trans_list_utc:
+                out.ttinfo_std = out.ttinfo_first = out.ttinfo_list[0]
+            else:
+                for i in range(timecnt-1, -1, -1):
+                    tti = out.trans_idx[i]
+                    if not out.ttinfo_std and not tti.isdst:
+                        out.ttinfo_std = tti
+                    elif not out.ttinfo_dst and tti.isdst:
+                        out.ttinfo_dst = tti
+
+                    if out.ttinfo_std and out.ttinfo_dst:
+                        break
+                else:
+                    if out.ttinfo_dst and not out.ttinfo_std:
+                        out.ttinfo_std = out.ttinfo_dst
+
+                for tti in out.ttinfo_list:
+                    if not tti.isdst:
+                        out.ttinfo_before = tti
+                        break
+                else:
+                    out.ttinfo_before = out.ttinfo_list[0]
+
+        # Now fix transition times to become relative to wall time.
+        #
+        # I'm not sure about this. In my tests, the tz source file
+        # is setup to wall time, and in the binary file isstd and
+        # isgmt are off, so it should be in wall time. OTOH, it's
+        # always in gmt time. Let me know if you have comments
+        # about this.
+        lastdst = None
+        lastoffset = None
+        lastdstoffset = None
+        lastbaseoffset = None
+        out.trans_list = []
+
+        for i, tti in enumerate(out.trans_idx):
+            offset = tti.offset
+            dstoffset = 0
+
+            if lastdst is not None:
+                if tti.isdst:
+                    if not lastdst:
+                        dstoffset = offset - lastoffset
+
+                    if not dstoffset and lastdstoffset:
+                        dstoffset = lastdstoffset
+
+                    tti.dstoffset = datetime.timedelta(seconds=dstoffset)
+                    lastdstoffset = dstoffset
+
+            # If a time zone changes its base offset during a DST transition,
+            # then you need to adjust by the previous base offset to get the
+            # transition time in local time. Otherwise you use the current
+            # base offset. Ideally, I would have some mathematical proof of
+            # why this is true, but I haven't really thought about it enough.
+            baseoffset = offset - dstoffset
+            adjustment = baseoffset
+            if (lastbaseoffset is not None and baseoffset != lastbaseoffset
+                    and tti.isdst != lastdst):
+                # The base DST has changed
+                adjustment = lastbaseoffset
+
+            lastdst = tti.isdst
+            lastoffset = offset
+            lastbaseoffset = baseoffset
+
+            out.trans_list.append(out.trans_list_utc[i] + adjustment)
+
+        out.trans_idx = tuple(out.trans_idx)
+        out.trans_list = tuple(out.trans_list)
+        out.trans_list_utc = tuple(out.trans_list_utc)
+
+        return out
+
+    def _find_last_transition(self, dt, in_utc=False):
+        # If there's no list, there are no transitions to find
+        if not self._trans_list:
+            return None
+
+        timestamp = _datetime_to_timestamp(dt)
+
+        # Find where the timestamp fits in the transition list - if the
+        # timestamp is a transition time, it's part of the "after" period.
+        trans_list = self._trans_list_utc if in_utc else self._trans_list
+        idx = bisect.bisect_right(trans_list, timestamp)
+
+        # We want to know when the previous transition was, so subtract off 1
+        return idx - 1
+
+    def _get_ttinfo(self, idx):
+        # For no list or after the last transition, default to _ttinfo_std
+        if idx is None or (idx + 1) >= len(self._trans_list):
+            return self._ttinfo_std
+
+        # If there is a list and the time is before it, return _ttinfo_before
+        if idx < 0:
+            return self._ttinfo_before
+
+        return self._trans_idx[idx]
+
+    def _find_ttinfo(self, dt):
+        idx = self._resolve_ambiguous_time(dt)
+
+        return self._get_ttinfo(idx)
+
+    def fromutc(self, dt):
+        """
+        The ``tzfile`` implementation of :py:func:`datetime.tzinfo.fromutc`.
+
+        :param dt:
+            A :py:class:`datetime.datetime` object.
+
+        :raises TypeError:
+            Raised if ``dt`` is not a :py:class:`datetime.datetime` object.
+
+        :raises ValueError:
+            Raised if this is called with a ``dt`` which does not have this
+            ``tzinfo`` attached.
+
+        :return:
+            Returns a :py:class:`datetime.datetime` object representing the
+            wall time in ``self``'s time zone.
+        """
+        # These isinstance checks are in datetime.tzinfo, so we'll preserve
+        # them, even if we don't care about duck typing.
+        if not isinstance(dt, datetime.datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        # First treat UTC as wall time and get the transition we're in.
+        idx = self._find_last_transition(dt, in_utc=True)
+        tti = self._get_ttinfo(idx)
+
+        dt_out = dt + datetime.timedelta(seconds=tti.offset)
+
+        fold = self.is_ambiguous(dt_out, idx=idx)
+
+        return enfold(dt_out, fold=int(fold))
+
+    def is_ambiguous(self, dt, idx=None):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        if idx is None:
+            idx = self._find_last_transition(dt)
+
+        # Calculate the difference in offsets from current to previous
+        timestamp = _datetime_to_timestamp(dt)
+        tti = self._get_ttinfo(idx)
+
+        if idx is None or idx <= 0:
+            return False
+
+        od = self._get_ttinfo(idx - 1).offset - tti.offset
+        tt = self._trans_list[idx]          # Transition time
+
+        return timestamp < tt + od
+
+    def _resolve_ambiguous_time(self, dt):
+        idx = self._find_last_transition(dt)
+
+        # If we have no transitions, return the index
+        _fold = self._fold(dt)
+        if idx is None or idx == 0:
+            return idx
+
+        # If it's ambiguous and we're in a fold, shift to a different index.
+        idx_offset = int(not _fold and self.is_ambiguous(dt, idx))
+
+        return idx - idx_offset
+
+    def utcoffset(self, dt):
+        if dt is None:
+            return None
+
+        if not self._ttinfo_std:
+            return ZERO
+
+        return self._find_ttinfo(dt).delta
+
+    def dst(self, dt):
+        if dt is None:
+            return None
+
+        if not self._ttinfo_dst:
+            return ZERO
+
+        tti = self._find_ttinfo(dt)
+
+        if not tti.isdst:
+            return ZERO
+
+        # The documentation says that utcoffset()-dst() must
+        # be constant for every dt.
+        return tti.dstoffset
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        if not self._ttinfo_std or dt is None:
+            return None
+        return self._find_ttinfo(dt).abbr
+
+    def __eq__(self, other):
+        if not isinstance(other, tzfile):
+            return NotImplemented
+        return (self._trans_list == other._trans_list and
+                self._trans_idx == other._trans_idx and
+                self._ttinfo_list == other._ttinfo_list)
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._filename))
+
+    def __reduce__(self):
+        return self.__reduce_ex__(None)
+
+    def __reduce_ex__(self, protocol):
+        return (self.__class__, (None, self._filename), self.__dict__)
+
+
+class tzrange(tzrangebase):
+    """
+    The ``tzrange`` object is a time zone specified by a set of offsets and
+    abbreviations, equivalent to the way the ``TZ`` variable can be specified
+    in POSIX-like systems, but using Python delta objects to specify DST
+    start, end and offsets.
+
+    :param stdabbr:
+        The abbreviation for standard time (e.g. ``'EST'``).
+
+    :param stdoffset:
+        An integer or :class:`datetime.timedelta` object or equivalent
+        specifying the base offset from UTC.
+
+        If unspecified, +00:00 is used.
+
+    :param dstabbr:
+        The abbreviation for DST / "Summer" time (e.g. ``'EDT'``).
+
+        If specified, with no other DST information, DST is assumed to occur
+        and the default behavior or ``dstoffset``, ``start`` and ``end`` is
+        used. If unspecified and no other DST information is specified, it
+        is assumed that this zone has no DST.
+
+        If this is unspecified and other DST information is *is* specified,
+        DST occurs in the zone but the time zone abbreviation is left
+        unchanged.
+
+    :param dstoffset:
+        A an integer or :class:`datetime.timedelta` object or equivalent
+        specifying the UTC offset during DST. If unspecified and any other DST
+        information is specified, it is assumed to be the STD offset +1 hour.
+
+    :param start:
+        A :class:`relativedelta.relativedelta` object or equivalent specifying
+        the time and time of year that daylight savings time starts. To
+        specify, for example, that DST starts at 2AM on the 2nd Sunday in
+        March, pass:
+
+            ``relativedelta(hours=2, month=3, day=1, weekday=SU(+2))``
+
+        If unspecified and any other DST information is specified, the default
+        value is 2 AM on the first Sunday in April.
+
+    :param end:
+        A :class:`relativedelta.relativedelta` object or equivalent
+        representing the time and time of year that daylight savings time
+        ends, with the same specification method as in ``start``. One note is
+        that this should point to the first time in the *standard* zone, so if
+        a transition occurs at 2AM in the DST zone and the clocks are set back
+        1 hour to 1AM, set the ``hours`` parameter to +1.
+
+
+    **Examples:**
+
+    .. testsetup:: tzrange
+
+        from dateutil.tz import tzrange, tzstr
+
+    .. doctest:: tzrange
+
+        >>> tzstr('EST5EDT') == tzrange("EST", -18000, "EDT")
+        True
+
+        >>> from dateutil.relativedelta import *
+        >>> range1 = tzrange("EST", -18000, "EDT")
+        >>> range2 = tzrange("EST", -18000, "EDT", -14400,
+        ...                  relativedelta(hours=+2, month=4, day=1,
+        ...                                weekday=SU(+1)),
+        ...                  relativedelta(hours=+1, month=10, day=31,
+        ...                                weekday=SU(-1)))
+        >>> tzstr('EST5EDT') == range1 == range2
+        True
+
+    """
+    def __init__(self, stdabbr, stdoffset=None,
+                 dstabbr=None, dstoffset=None,
+                 start=None, end=None):
+
+        global relativedelta
+        from dateutil import relativedelta
+
+        self._std_abbr = stdabbr
+        self._dst_abbr = dstabbr
+
+        try:
+            stdoffset = stdoffset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        try:
+            dstoffset = dstoffset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        if stdoffset is not None:
+            self._std_offset = datetime.timedelta(seconds=stdoffset)
+        else:
+            self._std_offset = ZERO
+
+        if dstoffset is not None:
+            self._dst_offset = datetime.timedelta(seconds=dstoffset)
+        elif dstabbr and stdoffset is not None:
+            self._dst_offset = self._std_offset + datetime.timedelta(hours=+1)
+        else:
+            self._dst_offset = ZERO
+
+        if dstabbr and start is None:
+            self._start_delta = relativedelta.relativedelta(
+                hours=+2, month=4, day=1, weekday=relativedelta.SU(+1))
+        else:
+            self._start_delta = start
+
+        if dstabbr and end is None:
+            self._end_delta = relativedelta.relativedelta(
+                hours=+1, month=10, day=31, weekday=relativedelta.SU(-1))
+        else:
+            self._end_delta = end
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = bool(self._start_delta)
+
+    def transitions(self, year):
+        """
+        For a given year, get the DST on and off transition times, expressed
+        always on the standard time side. For zones with no transitions, this
+        function returns ``None``.
+
+        :param year:
+            The year whose transitions you would like to query.
+
+        :return:
+            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
+            ``(dston, dstoff)`` for zones with an annual DST transition, or
+            ``None`` for fixed offset zones.
+        """
+        if not self.hasdst:
+            return None
+
+        base_year = datetime.datetime(year, 1, 1)
+
+        start = base_year + self._start_delta
+        end = base_year + self._end_delta
+
+        return (start, end)
+
+    def __eq__(self, other):
+        if not isinstance(other, tzrange):
+            return NotImplemented
+
+        return (self._std_abbr == other._std_abbr and
+                self._dst_abbr == other._dst_abbr and
+                self._std_offset == other._std_offset and
+                self._dst_offset == other._dst_offset and
+                self._start_delta == other._start_delta and
+                self._end_delta == other._end_delta)
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_base_offset_
+
+
+@six.add_metaclass(_TzStrFactory)
+class tzstr(tzrange):
+    """
+    ``tzstr`` objects are time zone objects specified by a time-zone string as
+    it would be passed to a ``TZ`` variable on POSIX-style systems (see
+    the `GNU C Library: TZ Variable`_ for more details).
+
+    There is one notable exception, which is that POSIX-style time zones use an
+    inverted offset format, so normally ``GMT+3`` would be parsed as an offset
+    3 hours *behind* GMT. The ``tzstr`` time zone object will parse this as an
+    offset 3 hours *ahead* of GMT. If you would like to maintain the POSIX
+    behavior, pass a ``True`` value to ``posix_offset``.
+
+    The :class:`tzrange` object provides the same functionality, but is
+    specified using :class:`relativedelta.relativedelta` objects. rather than
+    strings.
+
+    :param s:
+        A time zone string in ``TZ`` variable format. This can be a
+        :class:`bytes` (2.x: :class:`str`), :class:`str` (2.x:
+        :class:`unicode`) or a stream emitting unicode characters
+        (e.g. :class:`StringIO`).
+
+    :param posix_offset:
+        Optional. If set to ``True``, interpret strings such as ``GMT+3`` or
+        ``UTC+3`` as being 3 hours *behind* UTC rather than ahead, per the
+        POSIX standard.
+
+    .. caution::
+
+        Prior to version 2.7.0, this function also supported time zones
+        in the format:
+
+            * ``EST5EDT,4,0,6,7200,10,0,26,7200,3600``
+            * ``EST5EDT,4,1,0,7200,10,-1,0,7200,3600``
+
+        This format is non-standard and has been deprecated; this function
+        will raise a :class:`DeprecatedTZFormatWarning` until
+        support is removed in a future version.
+
+    .. _`GNU C Library: TZ Variable`:
+        https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
+    """
+    def __init__(self, s, posix_offset=False):
+        global parser
+        from dateutil.parser import _parser as parser
+
+        self._s = s
+
+        res = parser._parsetz(s)
+        if res is None or res.any_unused_tokens:
+            raise ValueError("unknown string format")
+
+        # Here we break the compatibility with the TZ variable handling.
+        # GMT-3 actually *means* the timezone -3.
+        if res.stdabbr in ("GMT", "UTC") and not posix_offset:
+            res.stdoffset *= -1
+
+        # We must initialize it first, since _delta() needs
+        # _std_offset and _dst_offset set. Use False in start/end
+        # to avoid building it two times.
+        tzrange.__init__(self, res.stdabbr, res.stdoffset,
+                         res.dstabbr, res.dstoffset,
+                         start=False, end=False)
+
+        if not res.dstabbr:
+            self._start_delta = None
+            self._end_delta = None
+        else:
+            self._start_delta = self._delta(res.start)
+            if self._start_delta:
+                self._end_delta = self._delta(res.end, isend=1)
+
+        self.hasdst = bool(self._start_delta)
+
+    def _delta(self, x, isend=0):
+        from dateutil import relativedelta
+        kwargs = {}
+        if x.month is not None:
+            kwargs["month"] = x.month
+            if x.weekday is not None:
+                kwargs["weekday"] = relativedelta.weekday(x.weekday, x.week)
+                if x.week > 0:
+                    kwargs["day"] = 1
+                else:
+                    kwargs["day"] = 31
+            elif x.day:
+                kwargs["day"] = x.day
+        elif x.yday is not None:
+            kwargs["yearday"] = x.yday
+        elif x.jyday is not None:
+            kwargs["nlyearday"] = x.jyday
+        if not kwargs:
+            # Default is to start on first sunday of april, and end
+            # on last sunday of october.
+            if not isend:
+                kwargs["month"] = 4
+                kwargs["day"] = 1
+                kwargs["weekday"] = relativedelta.SU(+1)
+            else:
+                kwargs["month"] = 10
+                kwargs["day"] = 31
+                kwargs["weekday"] = relativedelta.SU(-1)
+        if x.time is not None:
+            kwargs["seconds"] = x.time
+        else:
+            # Default is 2AM.
+            kwargs["seconds"] = 7200
+        if isend:
+            # Convert to standard time, to follow the documented way
+            # of working with the extra hour. See the documentation
+            # of the tzinfo class.
+            delta = self._dst_offset - self._std_offset
+            kwargs["seconds"] -= delta.seconds + delta.days * 86400
+        return relativedelta.relativedelta(**kwargs)
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
+
+
+class _tzicalvtzcomp(object):
+    def __init__(self, tzoffsetfrom, tzoffsetto, isdst,
+                 tzname=None, rrule=None):
+        self.tzoffsetfrom = datetime.timedelta(seconds=tzoffsetfrom)
+        self.tzoffsetto = datetime.timedelta(seconds=tzoffsetto)
+        self.tzoffsetdiff = self.tzoffsetto - self.tzoffsetfrom
+        self.isdst = isdst
+        self.tzname = tzname
+        self.rrule = rrule
+
+
+class _tzicalvtz(_tzinfo):
+    def __init__(self, tzid, comps=[]):
+        super(_tzicalvtz, self).__init__()
+
+        self._tzid = tzid
+        self._comps = comps
+        self._cachedate = []
+        self._cachecomp = []
+        self._cache_lock = _thread.allocate_lock()
+
+    def _find_comp(self, dt):
+        if len(self._comps) == 1:
+            return self._comps[0]
+
+        dt = dt.replace(tzinfo=None)
+
+        try:
+            with self._cache_lock:
+                return self._cachecomp[self._cachedate.index(
+                    (dt, self._fold(dt)))]
+        except ValueError:
+            pass
+
+        lastcompdt = None
+        lastcomp = None
+
+        for comp in self._comps:
+            compdt = self._find_compdt(comp, dt)
+
+            if compdt and (not lastcompdt or lastcompdt < compdt):
+                lastcompdt = compdt
+                lastcomp = comp
+
+        if not lastcomp:
+            # RFC says nothing about what to do when a given
+            # time is before the first onset date. We'll look for the
+            # first standard component, or the first component, if
+            # none is found.
+            for comp in self._comps:
+                if not comp.isdst:
+                    lastcomp = comp
+                    break
+            else:
+                lastcomp = comp[0]
+
+        with self._cache_lock:
+            self._cachedate.insert(0, (dt, self._fold(dt)))
+            self._cachecomp.insert(0, lastcomp)
+
+            if len(self._cachedate) > 10:
+                self._cachedate.pop()
+                self._cachecomp.pop()
+
+        return lastcomp
+
+    def _find_compdt(self, comp, dt):
+        if comp.tzoffsetdiff < ZERO and self._fold(dt):
+            dt -= comp.tzoffsetdiff
+
+        compdt = comp.rrule.before(dt, inc=True)
+
+        return compdt
+
+    def utcoffset(self, dt):
+        if dt is None:
+            return None
+
+        return self._find_comp(dt).tzoffsetto
+
+    def dst(self, dt):
+        comp = self._find_comp(dt)
+        if comp.isdst:
+            return comp.tzoffsetdiff
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._find_comp(dt).tzname
+
+    def __repr__(self):
+        return "<tzicalvtz %s>" % repr(self._tzid)
+
+    __reduce__ = object.__reduce__
+
+
+class tzical(object):
+    """
+    This object is designed to parse an iCalendar-style ``VTIMEZONE`` structure
+    as set out in `RFC 5545`_ Section 4.6.5 into one or more `tzinfo` objects.
+
+    :param `fileobj`:
+        A file or stream in iCalendar format, which should be UTF-8 encoded
+        with CRLF endings.
+
+    .. _`RFC 5545`: https://tools.ietf.org/html/rfc5545
+    """
+    def __init__(self, fileobj):
+        global rrule
+        from dateutil import rrule
+
+        if isinstance(fileobj, string_types):
+            self._s = fileobj
+            # ical should be encoded in UTF-8 with CRLF
+            fileobj = open(fileobj, 'r')
+        else:
+            self._s = getattr(fileobj, 'name', repr(fileobj))
+            fileobj = _nullcontext(fileobj)
+
+        self._vtz = {}
+
+        with fileobj as fobj:
+            self._parse_rfc(fobj.read())
+
+    def keys(self):
+        """
+        Retrieves the available time zones as a list.
+        """
+        return list(self._vtz.keys())
+
+    def get(self, tzid=None):
+        """
+        Retrieve a :py:class:`datetime.tzinfo` object by its ``tzid``.
+
+        :param tzid:
+            If there is exactly one time zone available, omitting ``tzid``
+            or passing :py:const:`None` value returns it. Otherwise a valid
+            key (which can be retrieved from :func:`keys`) is required.
+
+        :raises ValueError:
+            Raised if ``tzid`` is not specified but there are either more
+            or fewer than 1 zone defined.
+
+        :returns:
+            Returns either a :py:class:`datetime.tzinfo` object representing
+            the relevant time zone or :py:const:`None` if the ``tzid`` was
+            not found.
+        """
+        if tzid is None:
+            if len(self._vtz) == 0:
+                raise ValueError("no timezones defined")
+            elif len(self._vtz) > 1:
+                raise ValueError("more than one timezone available")
+            tzid = next(iter(self._vtz))
+
+        return self._vtz.get(tzid)
+
+    def _parse_offset(self, s):
+        s = s.strip()
+        if not s:
+            raise ValueError("empty offset")
+        if s[0] in ('+', '-'):
+            signal = (-1, +1)[s[0] == '+']
+            s = s[1:]
+        else:
+            signal = +1
+        if len(s) == 4:
+            return (int(s[:2]) * 3600 + int(s[2:]) * 60) * signal
+        elif len(s) == 6:
+            return (int(s[:2]) * 3600 + int(s[2:4]) * 60 + int(s[4:])) * signal
+        else:
+            raise ValueError("invalid offset: " + s)
+
+    def _parse_rfc(self, s):
+        lines = s.splitlines()
+        if not lines:
+            raise ValueError("empty string")
+
+        # Unfold
+        i = 0
+        while i < len(lines):
+            line = lines[i].rstrip()
+            if not line:
+                del lines[i]
+            elif i > 0 and line[0] == " ":
+                lines[i-1] += line[1:]
+                del lines[i]
+            else:
+                i += 1
+
+        tzid = None
+        comps = []
+        invtz = False
+        comptype = None
+        for line in lines:
+            if not line:
+                continue
+            name, value = line.split(':', 1)
+            parms = name.split(';')
+            if not parms:
+                raise ValueError("empty property name")
+            name = parms[0].upper()
+            parms = parms[1:]
+            if invtz:
+                if name == "BEGIN":
+                    if value in ("STANDARD", "DAYLIGHT"):
+                        # Process component
+                        pass
+                    else:
+                        raise ValueError("unknown component: "+value)
+                    comptype = value
+                    founddtstart = False
+                    tzoffsetfrom = None
+                    tzoffsetto = None
+                    rrulelines = []
+                    tzname = None
+                elif name == "END":
+                    if value == "VTIMEZONE":
+                        if comptype:
+                            raise ValueError("component not closed: "+comptype)
+                        if not tzid:
+                            raise ValueError("mandatory TZID not found")
+                        if not comps:
+                            raise ValueError(
+                                "at least one component is needed")
+                        # Process vtimezone
+                        self._vtz[tzid] = _tzicalvtz(tzid, comps)
+                        invtz = False
+                    elif value == comptype:
+                        if not founddtstart:
+                            raise ValueError("mandatory DTSTART not found")
+                        if tzoffsetfrom is None:
+                            raise ValueError(
+                                "mandatory TZOFFSETFROM not found")
+                        if tzoffsetto is None:
+                            raise ValueError(
+                                "mandatory TZOFFSETFROM not found")
+                        # Process component
+                        rr = None
+                        if rrulelines:
+                            rr = rrule.rrulestr("\n".join(rrulelines),
+                                                compatible=True,
+                                                ignoretz=True,
+                                                cache=True)
+                        comp = _tzicalvtzcomp(tzoffsetfrom, tzoffsetto,
+                                              (comptype == "DAYLIGHT"),
+                                              tzname, rr)
+                        comps.append(comp)
+                        comptype = None
+                    else:
+                        raise ValueError("invalid component end: "+value)
+                elif comptype:
+                    if name == "DTSTART":
+                        # DTSTART in VTIMEZONE takes a subset of valid RRULE
+                        # values under RFC 5545.
+                        for parm in parms:
+                            if parm != 'VALUE=DATE-TIME':
+                                msg = ('Unsupported DTSTART param in ' +
+                                       'VTIMEZONE: ' + parm)
+                                raise ValueError(msg)
+                        rrulelines.append(line)
+                        founddtstart = True
+                    elif name in ("RRULE", "RDATE", "EXRULE", "EXDATE"):
+                        rrulelines.append(line)
+                    elif name == "TZOFFSETFROM":
+                        if parms:
+                            raise ValueError(
+                                "unsupported %s parm: %s " % (name, parms[0]))
+                        tzoffsetfrom = self._parse_offset(value)
+                    elif name == "TZOFFSETTO":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZOFFSETTO parm: "+parms[0])
+                        tzoffsetto = self._parse_offset(value)
+                    elif name == "TZNAME":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZNAME parm: "+parms[0])
+                        tzname = value
+                    elif name == "COMMENT":
+                        pass
+                    else:
+                        raise ValueError("unsupported property: "+name)
+                else:
+                    if name == "TZID":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZID parm: "+parms[0])
+                        tzid = value
+                    elif name in ("TZURL", "LAST-MODIFIED", "COMMENT"):
+                        pass
+                    else:
+                        raise ValueError("unsupported property: "+name)
+            elif name == "BEGIN" and value == "VTIMEZONE":
+                tzid = None
+                comps = []
+                invtz = True
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
+
+
+if sys.platform != "win32":
+    TZFILES = ["/etc/localtime", "localtime"]
+    TZPATHS = ["/usr/share/zoneinfo",
+               "/usr/lib/zoneinfo",
+               "/usr/share/lib/zoneinfo",
+               "/etc/zoneinfo"]
+else:
+    TZFILES = []
+    TZPATHS = []
+
+
+def __get_gettz():
+    tzlocal_classes = (tzlocal,)
+    if tzwinlocal is not None:
+        tzlocal_classes += (tzwinlocal,)
+
+    class GettzFunc(object):
+        """
+        Retrieve a time zone object from a string representation
+
+        This function is intended to retrieve the :py:class:`tzinfo` subclass
+        that best represents the time zone that would be used if a POSIX
+        `TZ variable`_ were set to the same value.
+
+        If no argument or an empty string is passed to ``gettz``, local time
+        is returned:
+
+        .. code-block:: python3
+
+            >>> gettz()
+            tzfile('/etc/localtime')
+
+        This function is also the preferred way to map IANA tz database keys
+        to :class:`tzfile` objects:
+
+        .. code-block:: python3
+
+            >>> gettz('Pacific/Kiritimati')
+            tzfile('/usr/share/zoneinfo/Pacific/Kiritimati')
+
+        On Windows, the standard is extended to include the Windows-specific
+        zone names provided by the operating system:
+
+        .. code-block:: python3
+
+            >>> gettz('Egypt Standard Time')
+            tzwin('Egypt Standard Time')
+
+        Passing a GNU ``TZ`` style string time zone specification returns a
+        :class:`tzstr` object:
+
+        .. code-block:: python3
+
+            >>> gettz('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
+            tzstr('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
+
+        :param name:
+            A time zone name (IANA, or, on Windows, Windows keys), location of
+            a ``tzfile(5)`` zoneinfo file or ``TZ`` variable style time zone
+            specifier. An empty string, no argument or ``None`` is interpreted
+            as local time.
+
+        :return:
+            Returns an instance of one of ``dateutil``'s :py:class:`tzinfo`
+            subclasses.
+
+        .. versionchanged:: 2.7.0
+
+            After version 2.7.0, any two calls to ``gettz`` using the same
+            input strings will return the same object:
+
+            .. code-block:: python3
+
+                >>> tz.gettz('America/Chicago') is tz.gettz('America/Chicago')
+                True
+
+            In addition to improving performance, this ensures that
+            `"same zone" semantics`_ are used for datetimes in the same zone.
+
+
+        .. _`TZ variable`:
+            https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
+
+        .. _`"same zone" semantics`:
+            https://blog.ganssle.io/articles/2018/02/aware-datetime-arithmetic.html
+        """
+        def __init__(self):
+
+            self.__instances = weakref.WeakValueDictionary()
+            self.__strong_cache_size = 8
+            self.__strong_cache = OrderedDict()
+            self._cache_lock = _thread.allocate_lock()
+
+        def __call__(self, name=None):
+            with self._cache_lock:
+                rv = self.__instances.get(name, None)
+
+                if rv is None:
+                    rv = self.nocache(name=name)
+                    if not (name is None
+                            or isinstance(rv, tzlocal_classes)
+                            or rv is None):
+                        # tzlocal is slightly more complicated than the other
+                        # time zone providers because it depends on environment
+                        # at construction time, so don't cache that.
+                        #
+                        # We also cannot store weak references to None, so we
+                        # will also not store that.
+                        self.__instances[name] = rv
+                    else:
+                        # No need for strong caching, return immediately
+                        return rv
+
+                self.__strong_cache[name] = self.__strong_cache.pop(name, rv)
+
+                if len(self.__strong_cache) > self.__strong_cache_size:
+                    self.__strong_cache.popitem(last=False)
+
+            return rv
+
+        def set_cache_size(self, size):
+            with self._cache_lock:
+                self.__strong_cache_size = size
+                while len(self.__strong_cache) > size:
+                    self.__strong_cache.popitem(last=False)
+
+        def cache_clear(self):
+            with self._cache_lock:
+                self.__instances = weakref.WeakValueDictionary()
+                self.__strong_cache.clear()
+
+        @staticmethod
+        def nocache(name=None):
+            """A non-cached version of gettz"""
+            tz = None
+            if not name:
+                try:
+                    name = os.environ["TZ"]
+                except KeyError:
+                    pass
+            if name is None or name in ("", ":"):
+                for filepath in TZFILES:
+                    if not os.path.isabs(filepath):
+                        filename = filepath
+                        for path in TZPATHS:
+                            filepath = os.path.join(path, filename)
+                            if os.path.isfile(filepath):
+                                break
+                        else:
+                            continue
+                    if os.path.isfile(filepath):
+                        try:
+                            tz = tzfile(filepath)
+                            break
+                        except (IOError, OSError, ValueError):
+                            pass
+                else:
+                    tz = tzlocal()
+            else:
+                try:
+                    if name.startswith(":"):
+                        name = name[1:]
+                except TypeError as e:
+                    if isinstance(name, bytes):
+                        new_msg = "gettz argument should be str, not bytes"
+                        six.raise_from(TypeError(new_msg), e)
+                    else:
+                        raise
+                if os.path.isabs(name):
+                    if os.path.isfile(name):
+                        tz = tzfile(name)
+                    else:
+                        tz = None
+                else:
+                    for path in TZPATHS:
+                        filepath = os.path.join(path, name)
+                        if not os.path.isfile(filepath):
+                            filepath = filepath.replace(' ', '_')
+                            if not os.path.isfile(filepath):
+                                continue
+                        try:
+                            tz = tzfile(filepath)
+                            break
+                        except (IOError, OSError, ValueError):
+                            pass
+                    else:
+                        tz = None
+                        if tzwin is not None:
+                            try:
+                                tz = tzwin(name)
+                            except (WindowsError, UnicodeEncodeError):
+                                # UnicodeEncodeError is for Python 2.7 compat
+                                tz = None
+
+                        if not tz:
+                            from dateutil.zoneinfo import get_zonefile_instance
+                            tz = get_zonefile_instance().get(name)
+
+                        if not tz:
+                            for c in name:
+                                # name is not a tzstr unless it has at least
+                                # one offset. For short values of "name", an
+                                # explicit for loop seems to be the fastest way
+                                # To determine if a string contains a digit
+                                if c in "0123456789":
+                                    try:
+                                        tz = tzstr(name)
+                                    except ValueError:
+                                        pass
+                                    break
+                            else:
+                                if name in ("GMT", "UTC"):
+                                    tz = UTC
+                                elif name in time.tzname:
+                                    tz = tzlocal()
+            return tz
+
+    return GettzFunc()
+
+
+gettz = __get_gettz()
+del __get_gettz
+
+
+def datetime_exists(dt, tz=None):
+    """
+    Given a datetime and a time zone, determine whether or not a given datetime
+    would fall in a gap.
+
+    :param dt:
+        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
+        is provided.)
+
+    :param tz:
+        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
+        ``None`` or not provided, the datetime's own time zone will be used.
+
+    :return:
+        Returns a boolean value whether or not the "wall time" exists in
+        ``tz``.
+
+    .. versionadded:: 2.7.0
+    """
+    if tz is None:
+        if dt.tzinfo is None:
+            raise ValueError('Datetime is naive and no time zone provided.')
+        tz = dt.tzinfo
+
+    dt = dt.replace(tzinfo=None)
+
+    # This is essentially a test of whether or not the datetime can survive
+    # a round trip to UTC.
+    dt_rt = dt.replace(tzinfo=tz).astimezone(UTC).astimezone(tz)
+    dt_rt = dt_rt.replace(tzinfo=None)
+
+    return dt == dt_rt
+
+
+def datetime_ambiguous(dt, tz=None):
+    """
+    Given a datetime and a time zone, determine whether or not a given datetime
+    is ambiguous (i.e if there are two times differentiated only by their DST
+    status).
+
+    :param dt:
+        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
+        is provided.)
+
+    :param tz:
+        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
+        ``None`` or not provided, the datetime's own time zone will be used.
+
+    :return:
+        Returns a boolean value whether or not the "wall time" is ambiguous in
+        ``tz``.
+
+    .. versionadded:: 2.6.0
+    """
+    if tz is None:
+        if dt.tzinfo is None:
+            raise ValueError('Datetime is naive and no time zone provided.')
+
+        tz = dt.tzinfo
+
+    # If a time zone defines its own "is_ambiguous" function, we'll use that.
+    is_ambiguous_fn = getattr(tz, 'is_ambiguous', None)
+    if is_ambiguous_fn is not None:
+        try:
+            return tz.is_ambiguous(dt)
+        except Exception:
+            pass
+
+    # If it doesn't come out and tell us it's ambiguous, we'll just check if
+    # the fold attribute has any effect on this particular date and time.
+    dt = dt.replace(tzinfo=tz)
+    wall_0 = enfold(dt, fold=0)
+    wall_1 = enfold(dt, fold=1)
+
+    same_offset = wall_0.utcoffset() == wall_1.utcoffset()
+    same_dst = wall_0.dst() == wall_1.dst()
+
+    return not (same_offset and same_dst)
+
+
+def resolve_imaginary(dt):
+    """
+    Given a datetime that may be imaginary, return an existing datetime.
+
+    This function assumes that an imaginary datetime represents what the
+    wall time would be in a zone had the offset transition not occurred, so
+    it will always fall forward by the transition's change in offset.
+
+    .. doctest::
+
+        >>> from dateutil import tz
+        >>> from datetime import datetime
+        >>> NYC = tz.gettz('America/New_York')
+        >>> print(tz.resolve_imaginary(datetime(2017, 3, 12, 2, 30, tzinfo=NYC)))
+        2017-03-12 03:30:00-04:00
+
+        >>> KIR = tz.gettz('Pacific/Kiritimati')
+        >>> print(tz.resolve_imaginary(datetime(1995, 1, 1, 12, 30, tzinfo=KIR)))
+        1995-01-02 12:30:00+14:00
+
+    As a note, :func:`datetime.astimezone` is guaranteed to produce a valid,
+    existing datetime, so a round-trip to and from UTC is sufficient to get
+    an extant datetime, however, this generally "falls back" to an earlier time
+    rather than falling forward to the STD side (though no guarantees are made
+    about this behavior).
+
+    :param dt:
+        A :class:`datetime.datetime` which may or may not exist.
+
+    :return:
+        Returns an existing :class:`datetime.datetime`. If ``dt`` was not
+        imaginary, the datetime returned is guaranteed to be the same object
+        passed to the function.
+
+    .. versionadded:: 2.7.0
+    """
+    if dt.tzinfo is not None and not datetime_exists(dt):
+
+        curr_offset = (dt + datetime.timedelta(hours=24)).utcoffset()
+        old_offset = (dt - datetime.timedelta(hours=24)).utcoffset()
+
+        dt += curr_offset - old_offset
+
+    return dt
+
+
+def _datetime_to_timestamp(dt):
+    """
+    Convert a :class:`datetime.datetime` object to an epoch timestamp in
+    seconds since January 1, 1970, ignoring the time zone.
+    """
+    return (dt.replace(tzinfo=None) - EPOCH).total_seconds()
+
+
+if sys.version_info >= (3, 6):
+    def _get_supported_offset(second_offset):
+        return second_offset
+else:
+    def _get_supported_offset(second_offset):
+        # For python pre-3.6, round to full-minutes if that's not the case.
+        # Python's datetime doesn't accept sub-minute timezones. Check
+        # http://python.org/sf/1447945 or https://bugs.python.org/issue5288
+        # for some information.
+        old_offset = second_offset
+        calculated_offset = 60 * ((second_offset + 30) // 60)
+        return calculated_offset
+
+
+try:
+    # Python 3.7 feature
+    from contextlib import nullcontext as _nullcontext
+except ImportError:
+    class _nullcontext(object):
+        """
+        Class for wrapping contexts so that they are passed through in a
+        with statement.
+        """
+        def __init__(self, context):
+            self.context = context
+
+        def __enter__(self):
+            return self.context
+
+        def __exit__(*args, **kwargs):
+            pass
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
new file mode 100644
index 000000000..cde07ba79
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
@@ -0,0 +1,370 @@
+# -*- coding: utf-8 -*-
+"""
+This module provides an interface to the native time zone data on Windows,
+including :py:class:`datetime.tzinfo` implementations.
+
+Attempting to import this module on a non-Windows platform will raise an
+:py:obj:`ImportError`.
+"""
+# This code was originally contributed by Jeffrey Harris.
+import datetime
+import struct
+
+from six.moves import winreg
+from six import text_type
+
+try:
+    import ctypes
+    from ctypes import wintypes
+except ValueError:
+    # ValueError is raised on non-Windows systems for some horrible reason.
+    raise ImportError("Running tzwin on non-Windows system")
+
+from ._common import tzrangebase
+
+__all__ = ["tzwin", "tzwinlocal", "tzres"]
+
+ONEWEEK = datetime.timedelta(7)
+
+TZKEYNAMENT = r"SOFTWARE\Microsoft\Windows NT\CurrentVersion\Time Zones"
+TZKEYNAME9X = r"SOFTWARE\Microsoft\Windows\CurrentVersion\Time Zones"
+TZLOCALKEYNAME = r"SYSTEM\CurrentControlSet\Control\TimeZoneInformation"
+
+
+def _settzkeyname():
+    handle = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
+    try:
+        winreg.OpenKey(handle, TZKEYNAMENT).Close()
+        TZKEYNAME = TZKEYNAMENT
+    except WindowsError:
+        TZKEYNAME = TZKEYNAME9X
+    handle.Close()
+    return TZKEYNAME
+
+
+TZKEYNAME = _settzkeyname()
+
+
+class tzres(object):
+    """
+    Class for accessing ``tzres.dll``, which contains timezone name related
+    resources.
+
+    .. versionadded:: 2.5.0
+    """
+    p_wchar = ctypes.POINTER(wintypes.WCHAR)        # Pointer to a wide char
+
+    def __init__(self, tzres_loc='tzres.dll'):
+        # Load the user32 DLL so we can load strings from tzres
+        user32 = ctypes.WinDLL('user32')
+
+        # Specify the LoadStringW function
+        user32.LoadStringW.argtypes = (wintypes.HINSTANCE,
+                                       wintypes.UINT,
+                                       wintypes.LPWSTR,
+                                       ctypes.c_int)
+
+        self.LoadStringW = user32.LoadStringW
+        self._tzres = ctypes.WinDLL(tzres_loc)
+        self.tzres_loc = tzres_loc
+
+    def load_name(self, offset):
+        """
+        Load a timezone name from a DLL offset (integer).
+
+        >>> from dateutil.tzwin import tzres
+        >>> tzr = tzres()
+        >>> print(tzr.load_name(112))
+        'Eastern Standard Time'
+
+        :param offset:
+            A positive integer value referring to a string from the tzres dll.
+
+        .. note::
+
+            Offsets found in the registry are generally of the form
+            ``@tzres.dll,-114``. The offset in this case is 114, not -114.
+
+        """
+        resource = self.p_wchar()
+        lpBuffer = ctypes.cast(ctypes.byref(resource), wintypes.LPWSTR)
+        nchar = self.LoadStringW(self._tzres._handle, offset, lpBuffer, 0)
+        return resource[:nchar]
+
+    def name_from_string(self, tzname_str):
+        """
+        Parse strings as returned from the Windows registry into the time zone
+        name as defined in the registry.
+
+        >>> from dateutil.tzwin import tzres
+        >>> tzr = tzres()
+        >>> print(tzr.name_from_string('@tzres.dll,-251'))
+        'Dateline Daylight Time'
+        >>> print(tzr.name_from_string('Eastern Standard Time'))
+        'Eastern Standard Time'
+
+        :param tzname_str:
+            A timezone name string as returned from a Windows registry key.
+
+        :return:
+            Returns the localized timezone string from tzres.dll if the string
+            is of the form `@tzres.dll,-offset`, else returns the input string.
+        """
+        if not tzname_str.startswith('@'):
+            return tzname_str
+
+        name_splt = tzname_str.split(',-')
+        try:
+            offset = int(name_splt[1])
+        except:
+            raise ValueError("Malformed timezone string.")
+
+        return self.load_name(offset)
+
+
+class tzwinbase(tzrangebase):
+    """tzinfo class based on win32's timezones available in the registry."""
+    def __init__(self):
+        raise NotImplementedError('tzwinbase is an abstract base class')
+
+    def __eq__(self, other):
+        # Compare on all relevant dimensions, including name.
+        if not isinstance(other, tzwinbase):
+            return NotImplemented
+
+        return  (self._std_offset == other._std_offset and
+                 self._dst_offset == other._dst_offset and
+                 self._stddayofweek == other._stddayofweek and
+                 self._dstdayofweek == other._dstdayofweek and
+                 self._stdweeknumber == other._stdweeknumber and
+                 self._dstweeknumber == other._dstweeknumber and
+                 self._stdhour == other._stdhour and
+                 self._dsthour == other._dsthour and
+                 self._stdminute == other._stdminute and
+                 self._dstminute == other._dstminute and
+                 self._std_abbr == other._std_abbr and
+                 self._dst_abbr == other._dst_abbr)
+
+    @staticmethod
+    def list():
+        """Return a list of all time zones known to the system."""
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            with winreg.OpenKey(handle, TZKEYNAME) as tzkey:
+                result = [winreg.EnumKey(tzkey, i)
+                          for i in range(winreg.QueryInfoKey(tzkey)[0])]
+        return result
+
+    def display(self):
+        """
+        Return the display name of the time zone.
+        """
+        return self._display
+
+    def transitions(self, year):
+        """
+        For a given year, get the DST on and off transition times, expressed
+        always on the standard time side. For zones with no transitions, this
+        function returns ``None``.
+
+        :param year:
+            The year whose transitions you would like to query.
+
+        :return:
+            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
+            ``(dston, dstoff)`` for zones with an annual DST transition, or
+            ``None`` for fixed offset zones.
+        """
+
+        if not self.hasdst:
+            return None
+
+        dston = picknthweekday(year, self._dstmonth, self._dstdayofweek,
+                               self._dsthour, self._dstminute,
+                               self._dstweeknumber)
+
+        dstoff = picknthweekday(year, self._stdmonth, self._stddayofweek,
+                                self._stdhour, self._stdminute,
+                                self._stdweeknumber)
+
+        # Ambiguous dates default to the STD side
+        dstoff -= self._dst_base_offset
+
+        return dston, dstoff
+
+    def _get_hasdst(self):
+        return self._dstmonth != 0
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_base_offset_
+
+
+class tzwin(tzwinbase):
+    """
+    Time zone object created from the zone info in the Windows registry
+
+    These are similar to :py:class:`dateutil.tz.tzrange` objects in that
+    the time zone data is provided in the format of a single offset rule
+    for either 0 or 2 time zone transitions per year.
+
+    :param: name
+        The name of a Windows time zone key, e.g. "Eastern Standard Time".
+        The full list of keys can be retrieved with :func:`tzwin.list`.
+    """
+
+    def __init__(self, name):
+        self._name = name
+
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            tzkeyname = text_type("{kn}\\{name}").format(kn=TZKEYNAME, name=name)
+            with winreg.OpenKey(handle, tzkeyname) as tzkey:
+                keydict = valuestodict(tzkey)
+
+        self._std_abbr = keydict["Std"]
+        self._dst_abbr = keydict["Dlt"]
+
+        self._display = keydict["Display"]
+
+        # See http://ww_winreg.jsiinc.com/SUBA/tip0300/rh0398.htm
+        tup = struct.unpack("=3l16h", keydict["TZI"])
+        stdoffset = -tup[0]-tup[1]          # Bias + StandardBias * -1
+        dstoffset = stdoffset-tup[2]        # + DaylightBias * -1
+        self._std_offset = datetime.timedelta(minutes=stdoffset)
+        self._dst_offset = datetime.timedelta(minutes=dstoffset)
+
+        # for the meaning see the win32 TIME_ZONE_INFORMATION structure docs
+        # http://msdn.microsoft.com/en-us/library/windows/desktop/ms725481(v=vs.85).aspx
+        (self._stdmonth,
+         self._stddayofweek,   # Sunday = 0
+         self._stdweeknumber,  # Last = 5
+         self._stdhour,
+         self._stdminute) = tup[4:9]
+
+        (self._dstmonth,
+         self._dstdayofweek,   # Sunday = 0
+         self._dstweeknumber,  # Last = 5
+         self._dsthour,
+         self._dstminute) = tup[12:17]
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = self._get_hasdst()
+
+    def __repr__(self):
+        return "tzwin(%s)" % repr(self._name)
+
+    def __reduce__(self):
+        return (self.__class__, (self._name,))
+
+
+class tzwinlocal(tzwinbase):
+    """
+    Class representing the local time zone information in the Windows registry
+
+    While :class:`dateutil.tz.tzlocal` makes system calls (via the :mod:`time`
+    module) to retrieve time zone information, ``tzwinlocal`` retrieves the
+    rules directly from the Windows registry and creates an object like
+    :class:`dateutil.tz.tzwin`.
+
+    Because Windows does not have an equivalent of :func:`time.tzset`, on
+    Windows, :class:`dateutil.tz.tzlocal` instances will always reflect the
+    time zone settings *at the time that the process was started*, meaning
+    changes to the machine's time zone settings during the run of a program
+    on Windows will **not** be reflected by :class:`dateutil.tz.tzlocal`.
+    Because ``tzwinlocal`` reads the registry directly, it is unaffected by
+    this issue.
+    """
+    def __init__(self):
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            with winreg.OpenKey(handle, TZLOCALKEYNAME) as tzlocalkey:
+                keydict = valuestodict(tzlocalkey)
+
+            self._std_abbr = keydict["StandardName"]
+            self._dst_abbr = keydict["DaylightName"]
+
+            try:
+                tzkeyname = text_type('{kn}\\{sn}').format(kn=TZKEYNAME,
+                                                          sn=self._std_abbr)
+                with winreg.OpenKey(handle, tzkeyname) as tzkey:
+                    _keydict = valuestodict(tzkey)
+                    self._display = _keydict["Display"]
+            except OSError:
+                self._display = None
+
+        stdoffset = -keydict["Bias"]-keydict["StandardBias"]
+        dstoffset = stdoffset-keydict["DaylightBias"]
+
+        self._std_offset = datetime.timedelta(minutes=stdoffset)
+        self._dst_offset = datetime.timedelta(minutes=dstoffset)
+
+        # For reasons unclear, in this particular key, the day of week has been
+        # moved to the END of the SYSTEMTIME structure.
+        tup = struct.unpack("=8h", keydict["StandardStart"])
+
+        (self._stdmonth,
+         self._stdweeknumber,  # Last = 5
+         self._stdhour,
+         self._stdminute) = tup[1:5]
+
+        self._stddayofweek = tup[7]
+
+        tup = struct.unpack("=8h", keydict["DaylightStart"])
+
+        (self._dstmonth,
+         self._dstweeknumber,  # Last = 5
+         self._dsthour,
+         self._dstminute) = tup[1:5]
+
+        self._dstdayofweek = tup[7]
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = self._get_hasdst()
+
+    def __repr__(self):
+        return "tzwinlocal()"
+
+    def __str__(self):
+        # str will return the standard name, not the daylight name.
+        return "tzwinlocal(%s)" % repr(self._std_abbr)
+
+    def __reduce__(self):
+        return (self.__class__, ())
+
+
+def picknthweekday(year, month, dayofweek, hour, minute, whichweek):
+    """ dayofweek == 0 means Sunday, whichweek 5 means last instance """
+    first = datetime.datetime(year, month, 1, hour, minute)
+
+    # This will work if dayofweek is ISO weekday (1-7) or Microsoft-style (0-6),
+    # Because 7 % 7 = 0
+    weekdayone = first.replace(day=((dayofweek - first.isoweekday()) % 7) + 1)
+    wd = weekdayone + ((whichweek - 1) * ONEWEEK)
+    if (wd.month != month):
+        wd -= ONEWEEK
+
+    return wd
+
+
+def valuestodict(key):
+    """Convert a registry key's values to a dictionary."""
+    dout = {}
+    size = winreg.QueryInfoKey(key)[1]
+    tz_res = None
+
+    for i in range(size):
+        key_name, value, dtype = winreg.EnumValue(key, i)
+        if dtype == winreg.REG_DWORD or dtype == winreg.REG_DWORD_LITTLE_ENDIAN:
+            # If it's a DWORD (32-bit integer), it's stored as unsigned - convert
+            # that to a proper signed integer
+            if value & (1 << 31):
+                value = value - (1 << 32)
+        elif dtype == winreg.REG_SZ:
+            # If it's a reference to the tzres DLL, load the actual string
+            if value.startswith('@tzres'):
+                tz_res = tz_res or tzres()
+                value = tz_res.name_from_string(value)
+
+            value = value.rstrip('\x00')    # Remove trailing nulls
+
+        dout[key_name] = value
+
+    return dout
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
new file mode 100644
index 000000000..cebc673e4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
@@ -0,0 +1,2 @@
+# tzwin has moved to dateutil.tz.win
+from .tz.win import *
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
new file mode 100644
index 000000000..dd2d245a0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
@@ -0,0 +1,71 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers general convenience and utility functions for dealing with
+datetimes.
+
+.. versionadded:: 2.7.0
+"""
+from __future__ import unicode_literals
+
+from datetime import datetime, time
+
+
+def today(tzinfo=None):
+    """
+    Returns a :py:class:`datetime` representing the current day at midnight
+
+    :param tzinfo:
+        The time zone to attach (also used to determine the current day).
+
+    :return:
+        A :py:class:`datetime.datetime` object representing the current day
+        at midnight.
+    """
+
+    dt = datetime.now(tzinfo)
+    return datetime.combine(dt.date(), time(0, tzinfo=tzinfo))
+
+
+def default_tzinfo(dt, tzinfo):
+    """
+    Sets the ``tzinfo`` parameter on naive datetimes only
+
+    This is useful for example when you are provided a datetime that may have
+    either an implicit or explicit time zone, such as when parsing a time zone
+    string.
+
+    .. doctest::
+
+        >>> from dateutil.tz import tzoffset
+        >>> from dateutil.parser import parse
+        >>> from dateutil.utils import default_tzinfo
+        >>> dflt_tz = tzoffset("EST", -18000)
+        >>> print(default_tzinfo(parse('2014-01-01 12:30 UTC'), dflt_tz))
+        2014-01-01 12:30:00+00:00
+        >>> print(default_tzinfo(parse('2014-01-01 12:30'), dflt_tz))
+        2014-01-01 12:30:00-05:00
+
+    :param dt:
+        The datetime on which to replace the time zone
+
+    :param tzinfo:
+        The :py:class:`datetime.tzinfo` subclass instance to assign to
+        ``dt`` if (and only if) it is naive.
+
+    :return:
+        Returns an aware :py:class:`datetime.datetime`.
+    """
+    if dt.tzinfo is not None:
+        return dt
+    else:
+        return dt.replace(tzinfo=tzinfo)
+
+
+def within_delta(dt1, dt2, delta):
+    """
+    Useful for comparing two datetimes that may have a negligible difference
+    to be considered equal.
+    """
+    delta = abs(delta)
+    difference = dt1 - dt2
+    return -delta <= difference <= delta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
new file mode 100644
index 000000000..34f11ad66
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
@@ -0,0 +1,167 @@
+# -*- coding: utf-8 -*-
+import warnings
+import json
+
+from tarfile import TarFile
+from pkgutil import get_data
+from io import BytesIO
+
+from dateutil.tz import tzfile as _tzfile
+
+__all__ = ["get_zonefile_instance", "gettz", "gettz_db_metadata"]
+
+ZONEFILENAME = "dateutil-zoneinfo.tar.gz"
+METADATA_FN = 'METADATA'
+
+
+class tzfile(_tzfile):
+    def __reduce__(self):
+        return (gettz, (self._filename,))
+
+
+def getzoneinfofile_stream():
+    try:
+        return BytesIO(get_data(__name__, ZONEFILENAME))
+    except IOError as e:  # TODO  switch to FileNotFoundError?
+        warnings.warn("I/O error({0}): {1}".format(e.errno, e.strerror))
+        return None
+
+
+class ZoneInfoFile(object):
+    def __init__(self, zonefile_stream=None):
+        if zonefile_stream is not None:
+            with TarFile.open(fileobj=zonefile_stream) as tf:
+                self.zones = {zf.name: tzfile(tf.extractfile(zf), filename=zf.name)
+                              for zf in tf.getmembers()
+                              if zf.isfile() and zf.name != METADATA_FN}
+                # deal with links: They'll point to their parent object. Less
+                # waste of memory
+                links = {zl.name: self.zones[zl.linkname]
+                         for zl in tf.getmembers() if
+                         zl.islnk() or zl.issym()}
+                self.zones.update(links)
+                try:
+                    metadata_json = tf.extractfile(tf.getmember(METADATA_FN))
+                    metadata_str = metadata_json.read().decode('UTF-8')
+                    self.metadata = json.loads(metadata_str)
+                except KeyError:
+                    # no metadata in tar file
+                    self.metadata = None
+        else:
+            self.zones = {}
+            self.metadata = None
+
+    def get(self, name, default=None):
+        """
+        Wrapper for :func:`ZoneInfoFile.zones.get`. This is a convenience method
+        for retrieving zones from the zone dictionary.
+
+        :param name:
+            The name of the zone to retrieve. (Generally IANA zone names)
+
+        :param default:
+            The value to return in the event of a missing key.
+
+        .. versionadded:: 2.6.0
+
+        """
+        return self.zones.get(name, default)
+
+
+# The current API has gettz as a module function, although in fact it taps into
+# a stateful class. So as a workaround for now, without changing the API, we
+# will create a new "global" class instance the first time a user requests a
+# timezone. Ugly, but adheres to the api.
+#
+# TODO: Remove after deprecation period.
+_CLASS_ZONE_INSTANCE = []
+
+
+def get_zonefile_instance(new_instance=False):
+    """
+    This is a convenience function which provides a :class:`ZoneInfoFile`
+    instance using the data provided by the ``dateutil`` package. By default, it
+    caches a single instance of the ZoneInfoFile object and returns that.
+
+    :param new_instance:
+        If ``True``, a new instance of :class:`ZoneInfoFile` is instantiated and
+        used as the cached instance for the next call. Otherwise, new instances
+        are created only as necessary.
+
+    :return:
+        Returns a :class:`ZoneInfoFile` object.
+
+    .. versionadded:: 2.6
+    """
+    if new_instance:
+        zif = None
+    else:
+        zif = getattr(get_zonefile_instance, '_cached_instance', None)
+
+    if zif is None:
+        zif = ZoneInfoFile(getzoneinfofile_stream())
+
+        get_zonefile_instance._cached_instance = zif
+
+    return zif
+
+
+def gettz(name):
+    """
+    This retrieves a time zone from the local zoneinfo tarball that is packaged
+    with dateutil.
+
+    :param name:
+        An IANA-style time zone name, as found in the zoneinfo file.
+
+    :return:
+        Returns a :class:`dateutil.tz.tzfile` time zone object.
+
+    .. warning::
+        It is generally inadvisable to use this function, and it is only
+        provided for API compatibility with earlier versions. This is *not*
+        equivalent to ``dateutil.tz.gettz()``, which selects an appropriate
+        time zone based on the inputs, favoring system zoneinfo. This is ONLY
+        for accessing the dateutil-specific zoneinfo (which may be out of
+        date compared to the system zoneinfo).
+
+    .. deprecated:: 2.6
+        If you need to use a specific zoneinfofile over the system zoneinfo,
+        instantiate a :class:`dateutil.zoneinfo.ZoneInfoFile` object and call
+        :func:`dateutil.zoneinfo.ZoneInfoFile.get(name)` instead.
+
+        Use :func:`get_zonefile_instance` to retrieve an instance of the
+        dateutil-provided zoneinfo.
+    """
+    warnings.warn("zoneinfo.gettz() will be removed in future versions, "
+                  "to use the dateutil-provided zoneinfo files, instantiate a "
+                  "ZoneInfoFile object and use ZoneInfoFile.zones.get() "
+                  "instead. See the documentation for details.",
+                  DeprecationWarning)
+
+    if len(_CLASS_ZONE_INSTANCE) == 0:
+        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
+    return _CLASS_ZONE_INSTANCE[0].zones.get(name)
+
+
+def gettz_db_metadata():
+    """ Get the zonefile metadata
+
+    See `zonefile_metadata`_
+
+    :returns:
+        A dictionary with the database metadata
+
+    .. deprecated:: 2.6
+        See deprecation warning in :func:`zoneinfo.gettz`. To get metadata,
+        query the attribute ``zoneinfo.ZoneInfoFile.metadata``.
+    """
+    warnings.warn("zoneinfo.gettz_db_metadata() will be removed in future "
+                  "versions, to use the dateutil-provided zoneinfo files, "
+                  "ZoneInfoFile object and query the 'metadata' attribute "
+                  "instead. See the documentation for details.",
+                  DeprecationWarning)
+
+    if len(_CLASS_ZONE_INSTANCE) == 0:
+        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
+    return _CLASS_ZONE_INSTANCE[0].metadata
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz
new file mode 100644
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
new file mode 100644
index 000000000..684c6586f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
@@ -0,0 +1,75 @@
+import logging
+import os
+import tempfile
+import shutil
+import json
+from subprocess import check_call, check_output
+from tarfile import TarFile
+
+from dateutil.zoneinfo import METADATA_FN, ZONEFILENAME
+
+
+def rebuild(filename, tag=None, format="gz", zonegroups=[], metadata=None):
+    """Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar*
+
+    filename is the timezone tarball from ``ftp.iana.org/tz``.
+
+    """
+    tmpdir = tempfile.mkdtemp()
+    zonedir = os.path.join(tmpdir, "zoneinfo")
+    moduledir = os.path.dirname(__file__)
+    try:
+        with TarFile.open(filename) as tf:
+            for name in zonegroups:
+                tf.extract(name, tmpdir)
+            filepaths = [os.path.join(tmpdir, n) for n in zonegroups]
+
+            _run_zic(zonedir, filepaths)
+
+        # write metadata file
+        with open(os.path.join(zonedir, METADATA_FN), 'w') as f:
+            json.dump(metadata, f, indent=4, sort_keys=True)
+        target = os.path.join(moduledir, ZONEFILENAME)
+        with TarFile.open(target, "w:%s" % format) as tf:
+            for entry in os.listdir(zonedir):
+                entrypath = os.path.join(zonedir, entry)
+                tf.add(entrypath, entry)
+    finally:
+        shutil.rmtree(tmpdir)
+
+
+def _run_zic(zonedir, filepaths):
+    """Calls the ``zic`` compiler in a compatible way to get a "fat" binary.
+
+    Recent versions of ``zic`` default to ``-b slim``, while older versions
+    don't even have the ``-b`` option (but default to "fat" binaries). The
+    current version of dateutil does not support Version 2+ TZif files, which
+    causes problems when used in conjunction with "slim" binaries, so this
+    function is used to ensure that we always get a "fat" binary.
+    """
+
+    try:
+        help_text = check_output(["zic", "--help"])
+    except OSError as e:
+        _print_on_nosuchfile(e)
+        raise
+
+    if b"-b " in help_text:
+        bloat_args = ["-b", "fat"]
+    else:
+        bloat_args = []
+
+    check_call(["zic"] + bloat_args + ["-d", zonedir] + filepaths)
+
+
+def _print_on_nosuchfile(e):
+    """Print helpful troubleshooting message
+
+    e is an exception raised by subprocess.check_call()
+
+    """
+    if e.errno == 2:
+        logging.error(
+            "Could not find zic. Perhaps you need to install "
+            "libc-bin or some other package that provides it, "
+            "or it's not in your PATH?")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
new file mode 100644
index 000000000..d44697564
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
@@ -0,0 +1,9 @@
+# -*- coding: utf-8 -*-
+from .events import Events, EventsException
+
+__version__ = '0.5'
+
+__all__ = [
+    Events.__name__,
+    EventsException.__name__,
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
new file mode 100644
index 000000000..082c0ecac
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
@@ -0,0 +1,120 @@
+# -*- coding: utf-8 -*-
+
+"""
+    Events
+    ~~~~~~
+
+    Implements C#-Style Events.
+
+    Derived from the original work by Zoran Isailovski:
+    http://code.activestate.com/recipes/410686/ - Copyright (c) 2005
+
+    :copyright: (c) 2014-2017 by Nicola Iarocci.
+    :license: BSD, see LICENSE for more details.
+"""
+
+
+class _EventSlot:
+    def __init__(self, name):
+        self.targets = []
+        self.__name__ = name
+
+    def __repr__(self):
+        return "event '%s'" % self.__name__
+
+    def __call__(self, *a, **kw):
+        for f in tuple(self.targets):
+            f(*a, **kw)
+
+    def __iadd__(self, f):
+        self.targets.append(f)
+        return self
+
+    def __isub__(self, f):
+        while f in self.targets:
+            self.targets.remove(f)
+        return self
+
+    def __len__(self):
+        return len(self.targets)
+
+    def __iter__(self):
+        def gen():
+            for target in self.targets:
+                yield target
+        return gen()
+
+    def __getitem__(self, key):
+        return self.targets[key]
+
+
+class EventsException(Exception):
+    pass
+
+
+class Events:
+    """
+    Encapsulates the core to event subscription and event firing, and feels
+    like a "natural" part of the language.
+
+    The class Events is there mainly for 3 reasons:
+
+        - Events (Slots) are added automatically, so there is no need to
+        declare/create them separately. This is great for prototyping. (Note
+        that `__events__` is optional and should primarilly help detect
+        misspelled event names.)
+        - To provide (and encapsulate) some level of introspection.
+        - To "steel the name" and hereby remove unneeded redundancy in a call
+        like:
+
+            xxx.OnChange = event('OnChange')
+    """
+    def __init__(self, events=None, event_slot_cls=_EventSlot):
+        self.__event_slot_cls__ = event_slot_cls
+
+        if events is not None:
+
+            try:
+                for _ in events:
+                    break
+            except:
+                raise AttributeError("type object %s is not iterable" %
+                                     (type(events)))
+            else:
+                self.__events__ = events
+
+    def __getattr__(self, name):
+        if name.startswith('__'):
+            raise AttributeError("type object '%s' has no attribute '%s'" %
+                                 (self.__class__.__name__, name))
+
+        if hasattr(self, '__events__'):
+            if name not in self.__events__:
+                raise EventsException("Event '%s' is not declared" % name)
+
+        elif hasattr(self.__class__, '__events__'):
+            if name not in self.__class__.__events__:
+                raise EventsException("Event '%s' is not declared" % name)
+
+        self.__dict__[name] = ev = self.__event_slot_cls__(name)
+        return ev
+
+    def __getitem__(self, item):
+        return self.__dict__[item]
+
+    def __repr__(self):
+        return '<%s.%s object at %s>' % (self.__class__.__module__,
+                                         self.__class__.__name__,
+                                         hex(id(self)))
+
+    __str__ = __repr__
+
+    def __len__(self):
+        return len(list(self.__iter__()))
+
+    def __iter__(self):
+        def gen(dictitems=self.__dict__.items()):
+            for attr, val in dictitems:
+                if isinstance(val, self.__event_slot_cls__):
+                    yield val
+        return gen()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
new file mode 100644
index 000000000..da7f94c44
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
@@ -0,0 +1,178 @@
+# -*- coding: utf-8 -*-
+
+import unittest
+import events
+from events import Events, EventsException
+
+
+class TestBase(unittest.TestCase):
+    def setUp(self):
+        self.events = Events()
+
+    def callback1(self):
+        pass
+
+    def callback2(self):
+        pass
+
+    def callback3(self):
+        pass
+
+
+class TestEvents(TestBase):
+    def test_getattr(self):
+        class MyEvents(Events):
+            __events__ = ('on_eventOne', )
+
+        try:
+            MyEvents().on_eventNotOne += self.callback1
+        except EventsException:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
+
+        try:
+            self.events.on_eventNotOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+    def test_len(self):
+        # We want __events__ to be set to verify that it is not counted as
+        # part of __len__.
+        self.events = Events(events=("on_change", "on_get"))
+        self.events.on_change += self.callback1
+        self.events.on_get += self.callback2
+        self.assertEqual(len(self.events), 2)
+
+    def test_iter(self):
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_edit += self.callback1
+        i = 0
+        for event in self.events:
+            i += 1
+            self.assertTrue(isinstance(event, events.events._EventSlot))
+        self.assertEqual(i, 2)
+
+    def test_iter_custom_event_slot_cls(self):
+        class CustomEventSlot(events.events._EventSlot):
+            pass
+        self.events = Events(event_slot_cls=CustomEventSlot)
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_edit += self.callback1
+        i = 0
+        for event in self.events:
+            i += 1
+            self.assertTrue(isinstance(event, CustomEventSlot))
+        self.assertEqual(i, 2)
+
+    def test_event_slot_cls_default(self):
+        self.assertEqual(
+            events.events._EventSlot, self.events.__event_slot_cls__)
+
+    def test_event_slot_cls_custom(self):
+        class CustomEventSlot(events.events._EventSlot):
+            pass
+
+        custom = Events(event_slot_cls=CustomEventSlot)
+        self.assertEqual(CustomEventSlot, custom.__event_slot_cls__)
+
+
+class TestEventSlot(TestBase):
+    def setUp(self):
+        super(TestEventSlot, self).setUp()
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_change += self.callback3
+        self.events.on_edit += self.callback3
+
+    def test_type(self):
+        ev = self.events.on_change
+        self.assertTrue(isinstance(ev, events.events._EventSlot))
+        self.assertEqual(ev.__name__, 'on_change')
+
+    def test_len(self):
+        self.assertEqual(len(self.events.on_change), 3)
+        self.assertEqual(len(self.events.on_edit), 1)
+
+    def test_repr(self):
+        ev = self.events.on_change
+        self.assertEqual(ev.__repr__(), "event 'on_change'")
+
+    def test_iter(self):
+        ev = self.events.on_change
+        self.assertEqual(len(ev), 3)
+        i = 0
+        for target in ev:
+            i += 1
+            self.assertEqual(target.__name__, 'callback%d' % i)
+
+    def test_getitem(self):
+        ev = self.events.on_edit
+        self.assertEqual(len(ev), 1)
+        self.assertTrue(ev[0].__name__, 'callback3')
+        try:
+            ev[1]
+        except IndexError:
+            pass
+        else:
+            self.fail("IndexError expected.")
+        self.assertIs(ev, self.events["on_edit"])
+        self.assertIsNot(ev, self.events["on_change"])
+        try:
+            self.events["on_nonexistent_event"]
+        except KeyError:
+            pass
+        else:
+            self.fail("KeyError expected.")
+
+    def test_isub(self):
+        self.events.on_change -= self.callback1
+        ev = self.events.on_change
+        self.assertEqual(len(ev), 2)
+        self.assertEqual(ev[0].__name__, 'callback2')
+        self.assertEqual(ev[1].__name__, 'callback3')
+
+
+class TestInstanceEvents(TestBase):
+
+    def test_getattr(self):
+
+        MyEvents = Events(('on_eventOne', ))
+
+        try:
+            MyEvents.on_eventOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+        try:
+            MyEvents.on_eventNotOne += self.callback1
+        except EventsException:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
+
+        try:
+            self.events.on_eventNotOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+    def test_instance_restriction(self):
+
+        class MyEvents(Events):
+            __events__ = ('on_eventOne', 'on_eventTwo')
+
+        MyRestrictedInstance = MyEvents(('on_everyTwo', ))
+
+        try:
+            MyRestrictedInstance.on_everyTwo += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+        try:
+            MyRestrictedInstance.on_everyOne += self.callback1
+        except:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
new file mode 100644
index 000000000..19b6b4524
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
@@ -0,0 +1,31 @@
+BSD 3-Clause License
+
+Copyright (c) 2013-2024, Kim Davies and contributors.
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+1. Redistributions of source code must retain the above copyright
+   notice, this list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright
+   notice, this list of conditions and the following disclaimer in the
+   documentation and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its
+   contributors may be used to endorse or promote products derived from
+   this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
new file mode 100644
index 000000000..b28f6ecdd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
@@ -0,0 +1,243 @@
+Metadata-Version: 2.1
+Name: idna
+Version: 3.7
+Summary: Internationalized Domain Names in Applications (IDNA)
+Author-email: Kim Davies <kim+pypi@gumleaf.org>
+Requires-Python: >=3.5
+Description-Content-Type: text/x-rst
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Intended Audience :: System Administrators
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: Name Service (DNS)
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Utilities
+Project-URL: Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst
+Project-URL: Issue tracker, https://github.com/kjd/idna/issues
+Project-URL: Source, https://github.com/kjd/idna
+
+Internationalized Domain Names in Applications (IDNA)
+=====================================================
+
+Support for the Internationalized Domain Names in
+Applications (IDNA) protocol as specified in `RFC 5891
+<https://tools.ietf.org/html/rfc5891>`_. This is the latest version of
+the protocol and is sometimes referred to as “IDNA 2008”.
+
+This library also provides support for Unicode Technical
+Standard 46, `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_.
+
+This acts as a suitable replacement for the “encodings.idna”
+module that comes with the Python standard library, but which
+only supports the older superseded IDNA specification (`RFC 3490
+<https://tools.ietf.org/html/rfc3490>`_).
+
+Basic functions are simply executed:
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+
+Installation
+------------
+
+This package is available for installation from PyPI:
+
+.. code-block:: bash
+
+    $ python3 -m pip install idna
+
+
+Usage
+-----
+
+For typical usage, the ``encode`` and ``decode`` functions will take a
+domain name argument and perform a conversion to A-labels or U-labels
+respectively.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+You may use the codec encoding and decoding methods using the
+``idna.codec`` module:
+
+.. code-block:: pycon
+
+    >>> import idna.codec
+    >>> print('домен.испытание'.encode('idna2008'))
+    b'xn--d1acufc.xn--80akhbyknj4f'
+    >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna2008'))
+    домен.испытание
+
+Conversions can be applied at a per-label basis using the ``ulabel`` or
+``alabel`` functions if necessary:
+
+.. code-block:: pycon
+
+    >>> idna.alabel('测试')
+    b'xn--0zwm56d'
+
+Compatibility Mapping (UTS #46)
++++++++++++++++++++++++++++++++
+
+As described in `RFC 5895 <https://tools.ietf.org/html/rfc5895>`_, the
+IDNA specification does not normalize input from different potential
+ways a user may input a domain name. This functionality, known as
+a “mapping”, is considered by the specification to be a local
+user-interface issue distinct from IDNA conversion functionality.
+
+This library provides one such mapping that was developed by the
+Unicode Consortium. Known as `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_, it provides for both a regular
+mapping for typical applications, as well as a transitional mapping to
+help migrate from older IDNA 2003 applications.
+
+For example, “Königsgäßchen” is not a permissible label as *LATIN
+CAPITAL LETTER K* is not allowed (nor are capital letters in general).
+UTS 46 will convert this into lower case prior to applying the IDNA
+conversion.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('Königsgäßchen')
+    ...
+    idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed
+    >>> idna.encode('Königsgäßchen', uts46=True)
+    b'xn--knigsgchen-b4a3dun'
+    >>> print(idna.decode('xn--knigsgchen-b4a3dun'))
+    königsgäßchen
+
+Transitional processing provides conversions to help transition from
+the older 2003 standard to the current standard. For example, in the
+original IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was
+converted into two *LATIN SMALL LETTER S* (ss), whereas in the current
+IDNA specification this conversion is not performed.
+
+.. code-block:: pycon
+
+    >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)
+    'xn--knigsgsschen-lcb0w'
+
+Implementers should use transitional processing with caution, only in
+rare cases where conversion from legacy labels to current labels must be
+performed (i.e. IDNA implementations that pre-date 2008). For typical
+applications that just need to convert labels, transitional processing
+is unlikely to be beneficial and could produce unexpected incompatible
+results.
+
+``encodings.idna`` Compatibility
+++++++++++++++++++++++++++++++++
+
+Function calls from the Python built-in ``encodings.idna`` module are
+mapped to their IDNA 2008 equivalents using the ``idna.compat`` module.
+Simply substitute the ``import`` clause in your code to refer to the new
+module name.
+
+Exceptions
+----------
+
+All errors raised during the conversion following the specification
+should raise an exception derived from the ``idna.IDNAError`` base
+class.
+
+More specific exceptions that may be generated as ``idna.IDNABidiError``
+when the error reflects an illegal combination of left-to-right and
+right-to-left characters in a label; ``idna.InvalidCodepoint`` when
+a specific codepoint is an illegal character in an IDN label (i.e.
+INVALID); and ``idna.InvalidCodepointContext`` when the codepoint is
+illegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ
+but the contextual requirements are not satisfied.)
+
+Building and Diagnostics
+------------------------
+
+The IDNA and UTS 46 functionality relies upon pre-calculated lookup
+tables for performance. These tables are derived from computing against
+eligibility criteria in the respective standards. These tables are
+computed using the command-line script ``tools/idna-data``.
+
+This tool will fetch relevant codepoint data from the Unicode repository
+and perform the required calculations to identify eligibility. There are
+three main modes:
+
+* ``idna-data make-libdata``. Generates ``idnadata.py`` and
+  ``uts46data.py``, the pre-calculated lookup tables used for IDNA and
+  UTS 46 conversions. Implementers who wish to track this library against
+  a different Unicode version may use this tool to manually generate a
+  different version of the ``idnadata.py`` and ``uts46data.py`` files.
+
+* ``idna-data make-table``. Generate a table of the IDNA disposition
+  (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix
+  B.1 of RFC 5892 and the pre-computed tables published by `IANA
+  <https://www.iana.org/>`_.
+
+* ``idna-data U+0061``. Prints debugging output on the various
+  properties associated with an individual Unicode codepoint (in this
+  case, U+0061), that are used to assess the IDNA and UTS 46 status of a
+  codepoint. This is helpful in debugging or analysis.
+
+The tool accepts a number of arguments, described using ``idna-data
+-h``. Most notably, the ``--version`` argument allows the specification
+of the version of Unicode to be used in computing the table data. For
+example, ``idna-data --version 9.0.0 make-libdata`` will generate
+library data against Unicode 9.0.0.
+
+
+Additional Notes
+----------------
+
+* **Packages**. The latest tagged release version is published in the
+  `Python Package Index <https://pypi.org/project/idna/>`_.
+
+* **Version support**. This library supports Python 3.5 and higher.
+  As this library serves as a low-level toolkit for a variety of
+  applications, many of which strive for broad compatibility with older
+  Python versions, there is no rush to remove older interpreter support.
+  Removing support for older versions should be well justified in that the
+  maintenance burden has become too high.
+
+* **Python 2**. Python 2 is supported by version 2.x of this library.
+  While active development of the version 2.x series has ended, notable
+  issues being corrected may be backported to 2.x. Use "idna<3" in your
+  requirements file if you need this library for a Python 2 application.
+
+* **Testing**. The library has a test suite based on each rule of the
+  IDNA specification, as well as tests that are provided as part of the
+  Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing
+  <https://unicode.org/reports/tr46/>`_.
+
+* **Emoji**. It is an occasional request to support emoji domains in
+  this library. Encoding of symbols like emoji is expressly prohibited by
+  the technical standard IDNA 2008 and emoji domains are broadly phased
+  out across the domain industry due to associated security risks. For
+  now, applications that need to support these non-compliant labels
+  may wish to consider trying the encode/decode operation in this library
+  first, and then falling back to using `encodings.idna`. See `the Github
+  project <https://github.com/kjd/idna/issues/18>`_ for more discussion.
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
new file mode 100644
index 000000000..bf84d3918
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
@@ -0,0 +1,22 @@
+idna-3.7.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+idna-3.7.dist-info/LICENSE.md,sha256=pZ8LDvNjWHQQmkRhykT_enDVBpboFHZ7-vch1Mmw2w8,1541
+idna-3.7.dist-info/METADATA,sha256=OixCk-dKLZkPy-MfviOmiPvwJ1O2K_8rqCrFjC_uxy4,9888
+idna-3.7.dist-info/RECORD,,
+idna-3.7.dist-info/WHEEL,sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4,81
+idna/__init__.py,sha256=KJQN1eQBr8iIK5SKrJ47lXvxG0BJ7Lm38W4zT0v_8lk,849
+idna/__pycache__/__init__.cpython-311.pyc,,
+idna/__pycache__/codec.cpython-311.pyc,,
+idna/__pycache__/compat.cpython-311.pyc,,
+idna/__pycache__/core.cpython-311.pyc,,
+idna/__pycache__/idnadata.cpython-311.pyc,,
+idna/__pycache__/intranges.cpython-311.pyc,,
+idna/__pycache__/package_data.cpython-311.pyc,,
+idna/__pycache__/uts46data.cpython-311.pyc,,
+idna/codec.py,sha256=PS6m-XmdST7Wj7J7ulRMakPDt5EBJyYrT3CPtjh-7t4,3426
+idna/compat.py,sha256=0_sOEUMT4CVw9doD3vyRhX80X19PwqFoUBs7gWsFME4,321
+idna/core.py,sha256=lyhpoe2vulEaB_65xhXmoKgO-xUqFDvcwxu5hpNNO4E,12663
+idna/idnadata.py,sha256=dqRwytzkjIHMBa2R1lYvHDwACenZPt8eGVu1Y8UBE-E,78320
+idna/intranges.py,sha256=YBr4fRYuWH7kTKS2tXlFjM24ZF1Pdvcir-aywniInqg,1881
+idna/package_data.py,sha256=Tkt0KnIeyIlnHddOaz9WSkkislNgokJAuE-p5GorMqo,21
+idna/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+idna/uts46data.py,sha256=1KuksWqLuccPXm2uyRVkhfiFLNIhM_H2m4azCcnOqEU,206503
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
new file mode 100644
index 000000000..3b5e64b5e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: flit 3.9.0
+Root-Is-Purelib: true
+Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
new file mode 100644
index 000000000..a40eeafcc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
@@ -0,0 +1,44 @@
+from .package_data import __version__
+from .core import (
+    IDNABidiError,
+    IDNAError,
+    InvalidCodepoint,
+    InvalidCodepointContext,
+    alabel,
+    check_bidi,
+    check_hyphen_ok,
+    check_initial_combiner,
+    check_label,
+    check_nfc,
+    decode,
+    encode,
+    ulabel,
+    uts46_remap,
+    valid_contextj,
+    valid_contexto,
+    valid_label_length,
+    valid_string_length,
+)
+from .intranges import intranges_contain
+
+__all__ = [
+    "IDNABidiError",
+    "IDNAError",
+    "InvalidCodepoint",
+    "InvalidCodepointContext",
+    "alabel",
+    "check_bidi",
+    "check_hyphen_ok",
+    "check_initial_combiner",
+    "check_label",
+    "check_nfc",
+    "decode",
+    "encode",
+    "intranges_contain",
+    "ulabel",
+    "uts46_remap",
+    "valid_contextj",
+    "valid_contexto",
+    "valid_label_length",
+    "valid_string_length",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
new file mode 100644
index 000000000..c855a4de6
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
@@ -0,0 +1,118 @@
+from .core import encode, decode, alabel, ulabel, IDNAError
+import codecs
+import re
+from typing import Any, Tuple, Optional
+
+_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
+
+class Codec(codecs.Codec):
+
+    def encode(self, data: str, errors: str = 'strict') -> Tuple[bytes, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return b"", 0
+
+        return encode(data), len(data)
+
+    def decode(self, data: bytes, errors: str = 'strict') -> Tuple[str, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return '', 0
+
+        return decode(data), len(data)
+
+class IncrementalEncoder(codecs.BufferedIncrementalEncoder):
+    def _buffer_encode(self, data: str, errors: str, final: bool) -> Tuple[bytes, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return b'', 0
+
+        labels = _unicode_dots_re.split(data)
+        trailing_dot = b''
+        if labels:
+            if not labels[-1]:
+                trailing_dot = b'.'
+                del labels[-1]
+            elif not final:
+                # Keep potentially unfinished label until the next call
+                del labels[-1]
+                if labels:
+                    trailing_dot = b'.'
+
+        result = []
+        size = 0
+        for label in labels:
+            result.append(alabel(label))
+            if size:
+                size += 1
+            size += len(label)
+
+        # Join with U+002E
+        result_bytes = b'.'.join(result) + trailing_dot
+        size += len(trailing_dot)
+        return result_bytes, size
+
+class IncrementalDecoder(codecs.BufferedIncrementalDecoder):
+    def _buffer_decode(self, data: Any, errors: str, final: bool) -> Tuple[str, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return ('', 0)
+
+        if not isinstance(data, str):
+            data = str(data, 'ascii')
+
+        labels = _unicode_dots_re.split(data)
+        trailing_dot = ''
+        if labels:
+            if not labels[-1]:
+                trailing_dot = '.'
+                del labels[-1]
+            elif not final:
+                # Keep potentially unfinished label until the next call
+                del labels[-1]
+                if labels:
+                    trailing_dot = '.'
+
+        result = []
+        size = 0
+        for label in labels:
+            result.append(ulabel(label))
+            if size:
+                size += 1
+            size += len(label)
+
+        result_str = '.'.join(result) + trailing_dot
+        size += len(trailing_dot)
+        return (result_str, size)
+
+
+class StreamWriter(Codec, codecs.StreamWriter):
+    pass
+
+
+class StreamReader(Codec, codecs.StreamReader):
+    pass
+
+
+def search_function(name: str) -> Optional[codecs.CodecInfo]:
+    if name != 'idna2008':
+        return None
+    return codecs.CodecInfo(
+        name=name,
+        encode=Codec().encode,
+        decode=Codec().decode,
+        incrementalencoder=IncrementalEncoder,
+        incrementaldecoder=IncrementalDecoder,
+        streamwriter=StreamWriter,
+        streamreader=StreamReader,
+    )
+
+codecs.register(search_function)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
new file mode 100644
index 000000000..786e6bda6
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
@@ -0,0 +1,13 @@
+from .core import *
+from .codec import *
+from typing import Any, Union
+
+def ToASCII(label: str) -> bytes:
+    return encode(label)
+
+def ToUnicode(label: Union[bytes, bytearray]) -> str:
+    return decode(label)
+
+def nameprep(s: Any) -> None:
+    raise NotImplementedError('IDNA 2008 does not utilise nameprep protocol')
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
new file mode 100644
index 000000000..0dae61acd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
@@ -0,0 +1,395 @@
+from . import idnadata
+import bisect
+import unicodedata
+import re
+from typing import Union, Optional
+from .intranges import intranges_contain
+
+_virama_combining_class = 9
+_alabel_prefix = b'xn--'
+_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
+
+class IDNAError(UnicodeError):
+    """ Base exception for all IDNA-encoding related problems """
+    pass
+
+
+class IDNABidiError(IDNAError):
+    """ Exception when bidirectional requirements are not satisfied """
+    pass
+
+
+class InvalidCodepoint(IDNAError):
+    """ Exception when a disallowed or unallocated codepoint is used """
+    pass
+
+
+class InvalidCodepointContext(IDNAError):
+    """ Exception when the codepoint is not valid in the context it is used """
+    pass
+
+
+def _combining_class(cp: int) -> int:
+    v = unicodedata.combining(chr(cp))
+    if v == 0:
+        if not unicodedata.name(chr(cp)):
+            raise ValueError('Unknown character in unicodedata')
+    return v
+
+def _is_script(cp: str, script: str) -> bool:
+    return intranges_contain(ord(cp), idnadata.scripts[script])
+
+def _punycode(s: str) -> bytes:
+    return s.encode('punycode')
+
+def _unot(s: int) -> str:
+    return 'U+{:04X}'.format(s)
+
+
+def valid_label_length(label: Union[bytes, str]) -> bool:
+    if len(label) > 63:
+        return False
+    return True
+
+
+def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool:
+    if len(label) > (254 if trailing_dot else 253):
+        return False
+    return True
+
+
+def check_bidi(label: str, check_ltr: bool = False) -> bool:
+    # Bidi rules should only be applied if string contains RTL characters
+    bidi_label = False
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+        if direction == '':
+            # String likely comes from a newer version of Unicode
+            raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx))
+        if direction in ['R', 'AL', 'AN']:
+            bidi_label = True
+    if not bidi_label and not check_ltr:
+        return True
+
+    # Bidi rule 1
+    direction = unicodedata.bidirectional(label[0])
+    if direction in ['R', 'AL']:
+        rtl = True
+    elif direction == 'L':
+        rtl = False
+    else:
+        raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label)))
+
+    valid_ending = False
+    number_type = None  # type: Optional[str]
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+
+        if rtl:
+            # Bidi rule 2
+            if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx))
+            # Bidi rule 3
+            if direction in ['R', 'AL', 'EN', 'AN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+            # Bidi rule 4
+            if direction in ['AN', 'EN']:
+                if not number_type:
+                    number_type = direction
+                else:
+                    if number_type != direction:
+                        raise IDNABidiError('Can not mix numeral types in a right-to-left label')
+        else:
+            # Bidi rule 5
+            if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx))
+            # Bidi rule 6
+            if direction in ['L', 'EN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+
+    if not valid_ending:
+        raise IDNABidiError('Label ends with illegal codepoint directionality')
+
+    return True
+
+
+def check_initial_combiner(label: str) -> bool:
+    if unicodedata.category(label[0])[0] == 'M':
+        raise IDNAError('Label begins with an illegal combining character')
+    return True
+
+
+def check_hyphen_ok(label: str) -> bool:
+    if label[2:4] == '--':
+        raise IDNAError('Label has disallowed hyphens in 3rd and 4th position')
+    if label[0] == '-' or label[-1] == '-':
+        raise IDNAError('Label must not start or end with a hyphen')
+    return True
+
+
+def check_nfc(label: str) -> None:
+    if unicodedata.normalize('NFC', label) != label:
+        raise IDNAError('Label must be in Normalization Form C')
+
+
+def valid_contextj(label: str, pos: int) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x200c:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+
+        ok = False
+        for i in range(pos-1, -1, -1):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            elif joining_type in [ord('L'), ord('D')]:
+                ok = True
+                break
+            else:
+                break
+
+        if not ok:
+            return False
+
+        ok = False
+        for i in range(pos+1, len(label)):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            elif joining_type in [ord('R'), ord('D')]:
+                ok = True
+                break
+            else:
+                break
+        return ok
+
+    if cp_value == 0x200d:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+        return False
+
+    else:
+
+        return False
+
+
+def valid_contexto(label: str, pos: int, exception: bool = False) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x00b7:
+        if 0 < pos < len(label)-1:
+            if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c:
+                return True
+        return False
+
+    elif cp_value == 0x0375:
+        if pos < len(label)-1 and len(label) > 1:
+            return _is_script(label[pos + 1], 'Greek')
+        return False
+
+    elif cp_value == 0x05f3 or cp_value == 0x05f4:
+        if pos > 0:
+            return _is_script(label[pos - 1], 'Hebrew')
+        return False
+
+    elif cp_value == 0x30fb:
+        for cp in label:
+            if cp == '\u30fb':
+                continue
+            if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'):
+                return True
+        return False
+
+    elif 0x660 <= cp_value <= 0x669:
+        for cp in label:
+            if 0x6f0 <= ord(cp) <= 0x06f9:
+                return False
+        return True
+
+    elif 0x6f0 <= cp_value <= 0x6f9:
+        for cp in label:
+            if 0x660 <= ord(cp) <= 0x0669:
+                return False
+        return True
+
+    return False
+
+
+def check_label(label: Union[str, bytes, bytearray]) -> None:
+    if isinstance(label, (bytes, bytearray)):
+        label = label.decode('utf-8')
+    if len(label) == 0:
+        raise IDNAError('Empty Label')
+
+    check_nfc(label)
+    check_hyphen_ok(label)
+    check_initial_combiner(label)
+
+    for (pos, cp) in enumerate(label):
+        cp_value = ord(cp)
+        if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']):
+            continue
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']):
+            if not valid_contextj(label, pos):
+                raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format(
+                    _unot(cp_value), pos+1, repr(label)))
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']):
+            if not valid_contexto(label, pos):
+                raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label)))
+        else:
+            raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label)))
+
+    check_bidi(label)
+
+
+def alabel(label: str) -> bytes:
+    try:
+        label_bytes = label.encode('ascii')
+        ulabel(label_bytes)
+        if not valid_label_length(label_bytes):
+            raise IDNAError('Label too long')
+        return label_bytes
+    except UnicodeEncodeError:
+        pass
+
+    check_label(label)
+    label_bytes = _alabel_prefix + _punycode(label)
+
+    if not valid_label_length(label_bytes):
+        raise IDNAError('Label too long')
+
+    return label_bytes
+
+
+def ulabel(label: Union[str, bytes, bytearray]) -> str:
+    if not isinstance(label, (bytes, bytearray)):
+        try:
+            label_bytes = label.encode('ascii')
+        except UnicodeEncodeError:
+            check_label(label)
+            return label
+    else:
+        label_bytes = label
+
+    label_bytes = label_bytes.lower()
+    if label_bytes.startswith(_alabel_prefix):
+        label_bytes = label_bytes[len(_alabel_prefix):]
+        if not label_bytes:
+            raise IDNAError('Malformed A-label, no Punycode eligible content found')
+        if label_bytes.decode('ascii')[-1] == '-':
+            raise IDNAError('A-label must not end with a hyphen')
+    else:
+        check_label(label_bytes)
+        return label_bytes.decode('ascii')
+
+    try:
+        label = label_bytes.decode('punycode')
+    except UnicodeError:
+        raise IDNAError('Invalid A-label')
+    check_label(label)
+    return label
+
+
+def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str:
+    """Re-map the characters in the string according to UTS46 processing."""
+    from .uts46data import uts46data
+    output = ''
+
+    for pos, char in enumerate(domain):
+        code_point = ord(char)
+        try:
+            uts46row = uts46data[code_point if code_point < 256 else
+                bisect.bisect_left(uts46data, (code_point, 'Z')) - 1]
+            status = uts46row[1]
+            replacement = None  # type: Optional[str]
+            if len(uts46row) == 3:
+                replacement = uts46row[2]
+            if (status == 'V' or
+                    (status == 'D' and not transitional) or
+                    (status == '3' and not std3_rules and replacement is None)):
+                output += char
+            elif replacement is not None and (status == 'M' or
+                    (status == '3' and not std3_rules) or
+                    (status == 'D' and transitional)):
+                output += replacement
+            elif status != 'I':
+                raise IndexError()
+        except IndexError:
+            raise InvalidCodepoint(
+                'Codepoint {} not allowed at position {} in {}'.format(
+                _unot(code_point), pos + 1, repr(domain)))
+
+    return unicodedata.normalize('NFC', output)
+
+
+def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes:
+    if not isinstance(s, str):
+        try:
+            s = str(s, 'ascii')
+        except UnicodeDecodeError:
+            raise IDNAError('should pass a unicode string to the function rather than a byte string.')
+    if uts46:
+        s = uts46_remap(s, std3_rules, transitional)
+    trailing_dot = False
+    result = []
+    if strict:
+        labels = s.split('.')
+    else:
+        labels = _unicode_dots_re.split(s)
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if labels[-1] == '':
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = alabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append(b'')
+    s = b'.'.join(result)
+    if not valid_string_length(s, trailing_dot):
+        raise IDNAError('Domain too long')
+    return s
+
+
+def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str:
+    try:
+        if not isinstance(s, str):
+            s = str(s, 'ascii')
+    except UnicodeDecodeError:
+        raise IDNAError('Invalid ASCII in A-label')
+    if uts46:
+        s = uts46_remap(s, std3_rules, False)
+    trailing_dot = False
+    result = []
+    if not strict:
+        labels = _unicode_dots_re.split(s)
+    else:
+        labels = s.split('.')
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if not labels[-1]:
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = ulabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append('')
+    return '.'.join(result)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
new file mode 100644
index 000000000..c61dcf977
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
@@ -0,0 +1,4245 @@
+# This file is automatically generated by tools/idna-data
+
+__version__ = '15.1.0'
+scripts = {
+    'Greek': (
+        0x37000000374,
+        0x37500000378,
+        0x37a0000037e,
+        0x37f00000380,
+        0x38400000385,
+        0x38600000387,
+        0x3880000038b,
+        0x38c0000038d,
+        0x38e000003a2,
+        0x3a3000003e2,
+        0x3f000000400,
+        0x1d2600001d2b,
+        0x1d5d00001d62,
+        0x1d6600001d6b,
+        0x1dbf00001dc0,
+        0x1f0000001f16,
+        0x1f1800001f1e,
+        0x1f2000001f46,
+        0x1f4800001f4e,
+        0x1f5000001f58,
+        0x1f5900001f5a,
+        0x1f5b00001f5c,
+        0x1f5d00001f5e,
+        0x1f5f00001f7e,
+        0x1f8000001fb5,
+        0x1fb600001fc5,
+        0x1fc600001fd4,
+        0x1fd600001fdc,
+        0x1fdd00001ff0,
+        0x1ff200001ff5,
+        0x1ff600001fff,
+        0x212600002127,
+        0xab650000ab66,
+        0x101400001018f,
+        0x101a0000101a1,
+        0x1d2000001d246,
+    ),
+    'Han': (
+        0x2e8000002e9a,
+        0x2e9b00002ef4,
+        0x2f0000002fd6,
+        0x300500003006,
+        0x300700003008,
+        0x30210000302a,
+        0x30380000303c,
+        0x340000004dc0,
+        0x4e000000a000,
+        0xf9000000fa6e,
+        0xfa700000fada,
+        0x16fe200016fe4,
+        0x16ff000016ff2,
+        0x200000002a6e0,
+        0x2a7000002b73a,
+        0x2b7400002b81e,
+        0x2b8200002cea2,
+        0x2ceb00002ebe1,
+        0x2ebf00002ee5e,
+        0x2f8000002fa1e,
+        0x300000003134b,
+        0x31350000323b0,
+    ),
+    'Hebrew': (
+        0x591000005c8,
+        0x5d0000005eb,
+        0x5ef000005f5,
+        0xfb1d0000fb37,
+        0xfb380000fb3d,
+        0xfb3e0000fb3f,
+        0xfb400000fb42,
+        0xfb430000fb45,
+        0xfb460000fb50,
+    ),
+    'Hiragana': (
+        0x304100003097,
+        0x309d000030a0,
+        0x1b0010001b120,
+        0x1b1320001b133,
+        0x1b1500001b153,
+        0x1f2000001f201,
+    ),
+    'Katakana': (
+        0x30a1000030fb,
+        0x30fd00003100,
+        0x31f000003200,
+        0x32d0000032ff,
+        0x330000003358,
+        0xff660000ff70,
+        0xff710000ff9e,
+        0x1aff00001aff4,
+        0x1aff50001affc,
+        0x1affd0001afff,
+        0x1b0000001b001,
+        0x1b1200001b123,
+        0x1b1550001b156,
+        0x1b1640001b168,
+    ),
+}
+joining_types = {
+    0xad: 84,
+    0x300: 84,
+    0x301: 84,
+    0x302: 84,
+    0x303: 84,
+    0x304: 84,
+    0x305: 84,
+    0x306: 84,
+    0x307: 84,
+    0x308: 84,
+    0x309: 84,
+    0x30a: 84,
+    0x30b: 84,
+    0x30c: 84,
+    0x30d: 84,
+    0x30e: 84,
+    0x30f: 84,
+    0x310: 84,
+    0x311: 84,
+    0x312: 84,
+    0x313: 84,
+    0x314: 84,
+    0x315: 84,
+    0x316: 84,
+    0x317: 84,
+    0x318: 84,
+    0x319: 84,
+    0x31a: 84,
+    0x31b: 84,
+    0x31c: 84,
+    0x31d: 84,
+    0x31e: 84,
+    0x31f: 84,
+    0x320: 84,
+    0x321: 84,
+    0x322: 84,
+    0x323: 84,
+    0x324: 84,
+    0x325: 84,
+    0x326: 84,
+    0x327: 84,
+    0x328: 84,
+    0x329: 84,
+    0x32a: 84,
+    0x32b: 84,
+    0x32c: 84,
+    0x32d: 84,
+    0x32e: 84,
+    0x32f: 84,
+    0x330: 84,
+    0x331: 84,
+    0x332: 84,
+    0x333: 84,
+    0x334: 84,
+    0x335: 84,
+    0x336: 84,
+    0x337: 84,
+    0x338: 84,
+    0x339: 84,
+    0x33a: 84,
+    0x33b: 84,
+    0x33c: 84,
+    0x33d: 84,
+    0x33e: 84,
+    0x33f: 84,
+    0x340: 84,
+    0x341: 84,
+    0x342: 84,
+    0x343: 84,
+    0x344: 84,
+    0x345: 84,
+    0x346: 84,
+    0x347: 84,
+    0x348: 84,
+    0x349: 84,
+    0x34a: 84,
+    0x34b: 84,
+    0x34c: 84,
+    0x34d: 84,
+    0x34e: 84,
+    0x34f: 84,
+    0x350: 84,
+    0x351: 84,
+    0x352: 84,
+    0x353: 84,
+    0x354: 84,
+    0x355: 84,
+    0x356: 84,
+    0x357: 84,
+    0x358: 84,
+    0x359: 84,
+    0x35a: 84,
+    0x35b: 84,
+    0x35c: 84,
+    0x35d: 84,
+    0x35e: 84,
+    0x35f: 84,
+    0x360: 84,
+    0x361: 84,
+    0x362: 84,
+    0x363: 84,
+    0x364: 84,
+    0x365: 84,
+    0x366: 84,
+    0x367: 84,
+    0x368: 84,
+    0x369: 84,
+    0x36a: 84,
+    0x36b: 84,
+    0x36c: 84,
+    0x36d: 84,
+    0x36e: 84,
+    0x36f: 84,
+    0x483: 84,
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+}
+codepoint_classes = {
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+        0xaa000000aa37,
+        0xaa400000aa4e,
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+        0xaa600000aa77,
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+        0xab300000ab5b,
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+        0xabc00000abeb,
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+        0xfa0e0000fa10,
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+        0xfa210000fa22,
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+        0xfa270000fa2a,
+        0xfb1e0000fb1f,
+        0xfe200000fe30,
+        0xfe730000fe74,
+        0x100000001000c,
+        0x1000d00010027,
+        0x100280001003b,
+        0x1003c0001003e,
+        0x1003f0001004e,
+        0x100500001005e,
+        0x10080000100fb,
+        0x101fd000101fe,
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+        0x1083c0001083d,
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+        0x1090000010916,
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+        0x109be000109c0,
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+        0x10a0500010a07,
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+        0x10efd00010f1d,
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+        0x10fb000010fc5,
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+        0x1100000011047,
+        0x1106600011076,
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+        0x110c2000110c3,
+        0x110d0000110e9,
+        0x110f0000110fa,
+        0x1110000011135,
+        0x1113600011140,
+        0x1114400011148,
+        0x1115000011174,
+        0x1117600011177,
+        0x11180000111c5,
+        0x111c9000111cd,
+        0x111ce000111db,
+        0x111dc000111dd,
+        0x1120000011212,
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+        0x1123e00011242,
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+        0x1128800011289,
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+        0x114000001144b,
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+        0x1193b00011944,
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+        0x119da000119e2,
+        0x119e3000119e5,
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+        0x11d5000011d5a,
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+        0x11d6700011d69,
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+        0x11d9300011d99,
+        0x11da000011daa,
+        0x11ee000011ef7,
+        0x11f0000011f11,
+        0x11f1200011f3b,
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+        0x11f5000011f5a,
+        0x11fb000011fb1,
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+        0x1248000012544,
+        0x12f9000012ff1,
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+        0x1344000013456,
+        0x1440000014647,
+        0x1680000016a39,
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+        0x16b7d00016b90,
+        0x16e6000016e80,
+        0x16f0000016f4b,
+        0x16f4f00016f88,
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+        0x16fe000016fe2,
+        0x16fe300016fe5,
+        0x16ff000016ff2,
+        0x17000000187f8,
+        0x1880000018cd6,
+        0x18d0000018d09,
+        0x1aff00001aff4,
+        0x1aff50001affc,
+        0x1affd0001afff,
+        0x1b0000001b123,
+        0x1b1320001b133,
+        0x1b1500001b153,
+        0x1b1550001b156,
+        0x1b1640001b168,
+        0x1b1700001b2fc,
+        0x1bc000001bc6b,
+        0x1bc700001bc7d,
+        0x1bc800001bc89,
+        0x1bc900001bc9a,
+        0x1bc9d0001bc9f,
+        0x1cf000001cf2e,
+        0x1cf300001cf47,
+        0x1da000001da37,
+        0x1da3b0001da6d,
+        0x1da750001da76,
+        0x1da840001da85,
+        0x1da9b0001daa0,
+        0x1daa10001dab0,
+        0x1df000001df1f,
+        0x1df250001df2b,
+        0x1e0000001e007,
+        0x1e0080001e019,
+        0x1e01b0001e022,
+        0x1e0230001e025,
+        0x1e0260001e02b,
+        0x1e08f0001e090,
+        0x1e1000001e12d,
+        0x1e1300001e13e,
+        0x1e1400001e14a,
+        0x1e14e0001e14f,
+        0x1e2900001e2af,
+        0x1e2c00001e2fa,
+        0x1e4d00001e4fa,
+        0x1e7e00001e7e7,
+        0x1e7e80001e7ec,
+        0x1e7ed0001e7ef,
+        0x1e7f00001e7ff,
+        0x1e8000001e8c5,
+        0x1e8d00001e8d7,
+        0x1e9220001e94c,
+        0x1e9500001e95a,
+        0x200000002a6e0,
+        0x2a7000002b73a,
+        0x2b7400002b81e,
+        0x2b8200002cea2,
+        0x2ceb00002ebe1,
+        0x2ebf00002ee5e,
+        0x300000003134b,
+        0x31350000323b0,
+    ),
+    'CONTEXTJ': (
+        0x200c0000200e,
+    ),
+    'CONTEXTO': (
+        0xb7000000b8,
+        0x37500000376,
+        0x5f3000005f5,
+        0x6600000066a,
+        0x6f0000006fa,
+        0x30fb000030fc,
+    ),
+}
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
new file mode 100644
index 000000000..6a43b0475
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
@@ -0,0 +1,54 @@
+"""
+Given a list of integers, made up of (hopefully) a small number of long runs
+of consecutive integers, compute a representation of the form
+((start1, end1), (start2, end2) ...). Then answer the question "was x present
+in the original list?" in time O(log(# runs)).
+"""
+
+import bisect
+from typing import List, Tuple
+
+def intranges_from_list(list_: List[int]) -> Tuple[int, ...]:
+    """Represent a list of integers as a sequence of ranges:
+    ((start_0, end_0), (start_1, end_1), ...), such that the original
+    integers are exactly those x such that start_i <= x < end_i for some i.
+
+    Ranges are encoded as single integers (start << 32 | end), not as tuples.
+    """
+
+    sorted_list = sorted(list_)
+    ranges = []
+    last_write = -1
+    for i in range(len(sorted_list)):
+        if i+1 < len(sorted_list):
+            if sorted_list[i] == sorted_list[i+1]-1:
+                continue
+        current_range = sorted_list[last_write+1:i+1]
+        ranges.append(_encode_range(current_range[0], current_range[-1] + 1))
+        last_write = i
+
+    return tuple(ranges)
+
+def _encode_range(start: int, end: int) -> int:
+    return (start << 32) | end
+
+def _decode_range(r: int) -> Tuple[int, int]:
+    return (r >> 32), (r & ((1 << 32) - 1))
+
+
+def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool:
+    """Determine if `int_` falls into one of the ranges in `ranges`."""
+    tuple_ = _encode_range(int_, 0)
+    pos = bisect.bisect_left(ranges, tuple_)
+    # we could be immediately ahead of a tuple (start, end)
+    # with start < int_ <= end
+    if pos > 0:
+        left, right = _decode_range(ranges[pos-1])
+        if left <= int_ < right:
+            return True
+    # or we could be immediately behind a tuple (int_, end)
+    if pos < len(ranges):
+        left, _ = _decode_range(ranges[pos])
+        if left == int_:
+            return True
+    return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
new file mode 100644
index 000000000..ed8111336
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
@@ -0,0 +1,2 @@
+__version__ = '3.7'
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
new file mode 100644
index 000000000..6a1eddbfd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
@@ -0,0 +1,8598 @@
+# This file is automatically generated by tools/idna-data
+# vim: set fileencoding=utf-8 :
+
+from typing import List, Tuple, Union
+
+
+"""IDNA Mapping Table from UTS46."""
+
+
+__version__ = '15.1.0'
+def _seg_0() -> List[Union[Tuple[int, str], Tuple[int, str, str]]]:
+    return [
+    (0x0, '3'),
+    (0x1, '3'),
+    (0x2, '3'),
+    (0x3, '3'),
+    (0x4, '3'),
+    (0x5, '3'),
+    (0x6, '3'),
+    (0x7, '3'),
+    (0x8, '3'),
+    (0x9, '3'),
+    (0xA, '3'),
+    (0xB, '3'),
+    (0xC, '3'),
+    (0xD, '3'),
+    (0xE, '3'),
+    (0xF, '3'),
+    (0x10, '3'),
+    (0x11, '3'),
+    (0x12, '3'),
+    (0x13, '3'),
+    (0x14, '3'),
+    (0x15, '3'),
+    (0x16, '3'),
+    (0x17, '3'),
+    (0x18, '3'),
+    (0x19, '3'),
+    (0x1A, '3'),
+    (0x1B, '3'),
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+    (0x2F9F5, 'M', '霣'),
+    (0x2F9F6, 'M', '𩅅'),
+    (0x2F9F7, 'M', '𩈚'),
+    (0x2F9F8, 'M', '䩮'),
+    (0x2F9F9, 'M', '䩶'),
+    (0x2F9FA, 'M', '韠'),
+    (0x2F9FB, 'M', '𩐊'),
+    (0x2F9FC, 'M', '䪲'),
+    (0x2F9FD, 'M', '𩒖'),
+    (0x2F9FE, 'M', '頋'),
+    (0x2FA00, 'M', '頩'),
+    (0x2FA01, 'M', '𩖶'),
+    (0x2FA02, 'M', '飢'),
+    (0x2FA03, 'M', '䬳'),
+    (0x2FA04, 'M', '餩'),
+    (0x2FA05, 'M', '馧'),
+    (0x2FA06, 'M', '駂'),
+    (0x2FA07, 'M', '駾'),
+    (0x2FA08, 'M', '䯎'),
+    (0x2FA09, 'M', '𩬰'),
+    (0x2FA0A, 'M', '鬒'),
+    (0x2FA0B, 'M', '鱀'),
+    (0x2FA0C, 'M', '鳽'),
+    (0x2FA0D, 'M', '䳎'),
+    (0x2FA0E, 'M', '䳭'),
+    (0x2FA0F, 'M', '鵧'),
+    (0x2FA10, 'M', '𪃎'),
+    (0x2FA11, 'M', '䳸'),
+    (0x2FA12, 'M', '𪄅'),
+    (0x2FA13, 'M', '𪈎'),
+    (0x2FA14, 'M', '𪊑'),
+    (0x2FA15, 'M', '麻'),
+    (0x2FA16, 'M', '䵖'),
+    (0x2FA17, 'M', '黹'),
+    (0x2FA18, 'M', '黾'),
+    (0x2FA19, 'M', '鼅'),
+    (0x2FA1A, 'M', '鼏'),
+    (0x2FA1B, 'M', '鼖'),
+    (0x2FA1C, 'M', '鼻'),
+    (0x2FA1D, 'M', '𪘀'),
+    (0x2FA1E, 'X'),
+    (0x30000, 'V'),
+    (0x3134B, 'X'),
+    (0x31350, 'V'),
+    (0x323B0, 'X'),
+    (0xE0100, 'I'),
+    (0xE01F0, 'X'),
+    ]
+
+uts46data = tuple(
+    _seg_0()
+    + _seg_1()
+    + _seg_2()
+    + _seg_3()
+    + _seg_4()
+    + _seg_5()
+    + _seg_6()
+    + _seg_7()
+    + _seg_8()
+    + _seg_9()
+    + _seg_10()
+    + _seg_11()
+    + _seg_12()
+    + _seg_13()
+    + _seg_14()
+    + _seg_15()
+    + _seg_16()
+    + _seg_17()
+    + _seg_18()
+    + _seg_19()
+    + _seg_20()
+    + _seg_21()
+    + _seg_22()
+    + _seg_23()
+    + _seg_24()
+    + _seg_25()
+    + _seg_26()
+    + _seg_27()
+    + _seg_28()
+    + _seg_29()
+    + _seg_30()
+    + _seg_31()
+    + _seg_32()
+    + _seg_33()
+    + _seg_34()
+    + _seg_35()
+    + _seg_36()
+    + _seg_37()
+    + _seg_38()
+    + _seg_39()
+    + _seg_40()
+    + _seg_41()
+    + _seg_42()
+    + _seg_43()
+    + _seg_44()
+    + _seg_45()
+    + _seg_46()
+    + _seg_47()
+    + _seg_48()
+    + _seg_49()
+    + _seg_50()
+    + _seg_51()
+    + _seg_52()
+    + _seg_53()
+    + _seg_54()
+    + _seg_55()
+    + _seg_56()
+    + _seg_57()
+    + _seg_58()
+    + _seg_59()
+    + _seg_60()
+    + _seg_61()
+    + _seg_62()
+    + _seg_63()
+    + _seg_64()
+    + _seg_65()
+    + _seg_66()
+    + _seg_67()
+    + _seg_68()
+    + _seg_69()
+    + _seg_70()
+    + _seg_71()
+    + _seg_72()
+    + _seg_73()
+    + _seg_74()
+    + _seg_75()
+    + _seg_76()
+    + _seg_77()
+    + _seg_78()
+    + _seg_79()
+    + _seg_80()
+    + _seg_81()
+)  # type: Tuple[Union[Tuple[int, str], Tuple[int, str, str]], ...]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
new file mode 100644
index 000000000..c22865c32
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
@@ -0,0 +1,2 @@
+For a list of all our amazing authors please see the contributors page:
+https://github.com/opensearch-project/opensearch-py/graphs/contributors
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
new file mode 100644
index 000000000..f49a4e16e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
@@ -0,0 +1,201 @@
+                                 Apache License
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+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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+   1. Definitions.
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+      (a) You must give any other recipients of the Work or
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+          of the NOTICE file are for informational purposes only and
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+      You may add Your own copyright statement to Your modifications and
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+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
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+      the terms of any separate license agreement you may have executed
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+   6. Trademarks. This License does not grant permission to use the trade
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+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
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\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
new file mode 100644
index 000000000..eade90bab
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
@@ -0,0 +1,126 @@
+Metadata-Version: 2.1
+Name: opensearch-py
+Version: 2.6.0
+Summary: Python client for OpenSearch
+Home-page: https://github.com/opensearch-project/opensearch-py
+Author: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
+Author-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
+Maintainer: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
+Maintainer-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
+License: Apache-2.0
+Project-URL: Documentation, https://opensearch.org/docs/clients/python
+Project-URL: Source Code, https://github.com/opensearch-project/opensearch-py
+Project-URL: Issue Tracker, https://github.com/opensearch-project/opensearch-py/issues
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Intended Audience :: Developers
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Requires-Python: >=3.8, <4
+Description-Content-Type: text/markdown
+License-File: LICENSE.txt
+License-File: NOTICE.txt
+License-File: AUTHORS
+Requires-Dist: requests <3.0.0,>=2.4.0
+Requires-Dist: six
+Requires-Dist: python-dateutil
+Requires-Dist: certifi >=2022.12.07
+Requires-Dist: Events
+Requires-Dist: urllib3 <1.27,>=1.26.18 ; python_version < "3.10"
+Requires-Dist: urllib3 !=2.2.0,<3,>=1.26.18 ; python_version >= "3.10"
+Provides-Extra: async
+Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'async'
+Provides-Extra: develop
+Requires-Dist: requests <3.0.0,>=2.0.0 ; extra == 'develop'
+Requires-Dist: coverage <8.0.0 ; extra == 'develop'
+Requires-Dist: mock ; extra == 'develop'
+Requires-Dist: pyyaml ; extra == 'develop'
+Requires-Dist: pytest >=3.0.0 ; extra == 'develop'
+Requires-Dist: pytest-cov ; extra == 'develop'
+Requires-Dist: pytz ; extra == 'develop'
+Requires-Dist: botocore ; extra == 'develop'
+Requires-Dist: pytest-mock <4.0.0 ; extra == 'develop'
+Requires-Dist: sphinx ; extra == 'develop'
+Requires-Dist: sphinx-rtd-theme ; extra == 'develop'
+Requires-Dist: myst-parser ; extra == 'develop'
+Requires-Dist: sphinx-copybutton ; extra == 'develop'
+Requires-Dist: black >=24.3.0 ; extra == 'develop'
+Requires-Dist: jinja2 ; extra == 'develop'
+Provides-Extra: docs
+Requires-Dist: sphinx ; extra == 'docs'
+Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
+Requires-Dist: myst-parser ; extra == 'docs'
+Requires-Dist: sphinx-copybutton ; extra == 'docs'
+Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'docs'
+Provides-Extra: kerberos
+Requires-Dist: requests-kerberos ; extra == 'kerberos'
+
+[![Release](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml)
+[![CI](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml)
+[![Integration](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml)
+[![Chat](https://img.shields.io/badge/chat-on%20forums-blue)](https://discuss.opendistrocommunity.dev/c/clients/)
+![PRs welcome!](https://img.shields.io/badge/PRs-welcome!-success)
+
+![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)
+
+OpenSearch Python Client
+
+- [Welcome!](https://github.com/opensearch-project/opensearch-py#welcome)
+- [User Guide](https://github.com/opensearch-project/opensearch-py#user-guide)
+- [API Doc](https://opensearch-project.github.io/opensearch-py/)
+- [Compatibility with OpenSearch](https://github.com/opensearch-project/opensearch-py#compatibility-with-opensearch)
+- [Project Resources](https://github.com/opensearch-project/opensearch-py#project-resources)
+- [Code of Conduct](https://github.com/opensearch-project/opensearch-py#code-of-conduct)
+- [License](https://github.com/opensearch-project/opensearch-py#license)
+- [Copyright](https://github.com/opensearch-project/opensearch-py#copyright)
+
+# Welcome!
+
+**opensearch-py** is [a community-driven, open source fork](https://aws.amazon.com/blogs/opensource/introducing-opensearch/)
+of elasticsearch-py licensed under the [Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt). 
+For more information, see [opensearch.org](https://opensearch.org/) and the [API Doc](https://opensearch-project.github.io/opensearch-py/).
+
+## User Guide
+
+To get started with the OpenSearch Python Client, see [User Guide](https://github.com/opensearch-project/opensearch-py/blob/main/USER_GUIDE.md). This repository also contains [working samples](https://github.com/opensearch-project/opensearch-py/tree/main/samples) and [benchmarks](https://github.com/opensearch-project/opensearch-py/tree/main/benchmarks).
+
+## Compatibility with OpenSearch
+
+See [Compatibility](https://github.com/opensearch-project/opensearch-py/blob/main/COMPATIBILITY.md).
+
+## Project Resources
+
+* [Project Website](https://opensearch.org/)
+* [Downloads](https://opensearch.org/downloads.html)
+* [Documentation](https://opensearch.org/docs/latest/clients/python/)
+* Need help? Try [Forums](https://discuss.opendistrocommunity.dev/)
+* [Project Principles](https://opensearch.org/#principles)
+* [Contributing to OpenSearch](https://github.com/opensearch-project/opensearch-py/blob/main/CONTRIBUTING.md)
+* [Maintainer Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/MAINTAINERS.md)
+* [Release Management](https://github.com/opensearch-project/opensearch-py/blob/main/RELEASING.md)
+* [Admin Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/ADMINS.md)
+* [Security](https://github.com/opensearch-project/opensearch-py/blob/main/SECURITY.md)
+
+## Code of Conduct
+
+This project has adopted the 
+[Amazon Open Source Code of Conduct](https://github.com/opensearch-project/opensearch-py/blob/main/CODE_OF_CONDUCT.md).
+For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact 
+[opensource-codeofconduct@amazon.com](mailto:opensource-codeofconduct@amazon.com) with any additional questions or comments.
+
+## License
+
+This project is licensed under the
+[Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt).
+
+## Copyright
+
+Copyright OpenSearch Contributors. See 
+[NOTICE](https://github.com/opensearch-project/opensearch-py/blob/main/NOTICE.txt) for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
new file mode 100644
index 000000000..d317fb967
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
@@ -0,0 +1,8 @@
+OpenSearch (https://opensearch.org/)
+Copyright OpenSearch Contributors
+
+This product includes software developed by
+Elasticsearch (http://www.elastic.co).
+
+This product includes software developed by The Apache Software
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD
new file mode 100644
index 000000000..0abef7b06
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+opensearchpy/helpers/update_by_query.py,sha256=puBTH0bFWtMQ0qzoPsjc4-djA8ldmZeVtj_Ebqfz6FU,5506
+opensearchpy/helpers/utils.py,sha256=FE82Z6m4eHyoBq62Ypx6y_UJo2a_f1SwWcWcqjZGF1M,20342
+opensearchpy/helpers/wrappers.py,sha256=Knhv2_wSAsauzPcKon7pXUvW5H1RpFk_roGg7Kh5Bho,2944
+opensearchpy/metrics/__init__.py,sha256=QM5m-QVGZOC34-uxXYxzcbutDnq4PLZN9ifbY6T7wVI,459
+opensearchpy/metrics/__pycache__/__init__.cpython-311.pyc,,
+opensearchpy/metrics/__pycache__/metrics.cpython-311.pyc,,
+opensearchpy/metrics/__pycache__/metrics_events.cpython-311.pyc,,
+opensearchpy/metrics/__pycache__/metrics_none.cpython-311.pyc,,
+opensearchpy/metrics/metrics.py,sha256=fOtkkbEk8Swq6R663l-poVXR4LDtGRJ5-5qi-G8Qve0,995
+opensearchpy/metrics/metrics_events.py,sha256=xNM5eQaJ1H-U975T_r1WuyYp2TaPoIv11Gnp60wmdTw,1775
+opensearchpy/metrics/metrics_none.py,sha256=V807w83O8yfRS-Zl6IBILPv5YF8wbDY0Dt-Fde2zvYo,1303
+opensearchpy/plugins/__init__.py,sha256=6S8ATE9Dc8k-8HXn9CLohbN-5kGXtZ8IOZg9Oaqd-TQ,279
+opensearchpy/plugins/__pycache__/__init__.cpython-311.pyc,,
+opensearchpy/plugins/__pycache__/alerting.cpython-311.pyc,,
+opensearchpy/plugins/__pycache__/index_management.cpython-311.pyc,,
+opensearchpy/plugins/__pycache__/knn.cpython-311.pyc,,
+opensearchpy/plugins/__pycache__/notifications.cpython-311.pyc,,
+opensearchpy/plugins/__pycache__/rollups.cpython-311.pyc,,
+opensearchpy/plugins/__pycache__/transforms.cpython-311.pyc,,
+opensearchpy/plugins/alerting.py,sha256=ouvV8RHmSZ4S-P2pLQIWGnoPfr7duJZjywHoOYCrQQo,6962
+opensearchpy/plugins/index_management.py,sha256=9LQd-RGs9WxZUI0fKwbQDuKSkF2e7q4ZJ8wFLadW5tY,5158
+opensearchpy/plugins/knn.py,sha256=SqOtzUG5he4pBM9x7Gso7obNUoTvyCdRqEfpMirj1bU,15430
+opensearchpy/plugins/notifications.py,sha256=niVEXsXsIkAPz6EG9llqhcVBkSubH6Vqfnkph6tuYAo,12161
+opensearchpy/plugins/rollups.py,sha256=amwhxXcOAHszQFQeFfxyE7_czA1Dp_k5m8Gi_Dl4hnA,7949
+opensearchpy/plugins/transforms.py,sha256=MnCGwE2SI9WD7Q59Ox9yLyPRDSbl5wzKubb5UDN6L5E,10609
+opensearchpy/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+opensearchpy/serializer.py,sha256=C_C31aCScXi2lsZnCgZ4yKEhjTLu0waxgFBQWDfwqc0,6514
+opensearchpy/transport.py,sha256=ug9T8tN2tYUBEWAw4X003OrS5sAZQXvW3X2ll3_YJXs,20620
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
new file mode 100644
index 000000000..832be1113
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.43.0)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
new file mode 100644
index 000000000..e34654d44
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+opensearchpy
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
new file mode 100644
index 000000000..4cf251dbc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
@@ -0,0 +1,265 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# flake8: noqa
+from __future__ import absolute_import
+
+import logging
+import re
+import warnings
+
+from ._version import __versionstr__
+
+_major, _minor, _patch = [
+    int(x) for x in re.search(r"^(\d+)\.(\d+)\.(\d+)", __versionstr__).groups()  # type: ignore
+]
+
+VERSION = __version__ = (_major, _minor, _patch)
+
+logger = logging.getLogger("opensearch")
+logger.addHandler(logging.NullHandler())
+
+from .client import OpenSearch
+from .connection import (
+    Connection,
+    RequestsHttpConnection,
+    Urllib3HttpConnection,
+    connections,
+)
+from .connection_pool import ConnectionPool, ConnectionSelector, RoundRobinSelector
+from .exceptions import (
+    AuthenticationException,
+    AuthorizationException,
+    ConflictError,
+    ConnectionError,
+    ConnectionTimeout,
+    IllegalOperation,
+    ImproperlyConfigured,
+    NotFoundError,
+    OpenSearchDeprecationWarning,
+    OpenSearchDslException,
+    OpenSearchException,
+    OpenSearchWarning,
+    RequestError,
+    SerializationError,
+    SSLError,
+    TransportError,
+    UnknownDslObject,
+    ValidationException,
+)
+from .helpers import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
+from .helpers.aggs import A
+from .helpers.analysis import analyzer, char_filter, normalizer, token_filter, tokenizer
+from .helpers.document import Document, InnerDoc, MetaField
+from .helpers.faceted_search import (
+    DateHistogramFacet,
+    Facet,
+    FacetedResponse,
+    FacetedSearch,
+    HistogramFacet,
+    NestedFacet,
+    RangeFacet,
+    TermsFacet,
+)
+from .helpers.field import (
+    Binary,
+    Boolean,
+    Byte,
+    Completion,
+    CustomField,
+    Date,
+    DateRange,
+    DenseVector,
+    Double,
+    DoubleRange,
+    Field,
+    Float,
+    FloatRange,
+    GeoPoint,
+    GeoShape,
+    HalfFloat,
+    Integer,
+    IntegerRange,
+    Ip,
+    IpRange,
+    Join,
+    Keyword,
+    Long,
+    LongRange,
+    Murmur3,
+    Nested,
+    Object,
+    Percolator,
+    RangeField,
+    RankFeature,
+    RankFeatures,
+    ScaledFloat,
+    SearchAsYouType,
+    Short,
+    SparseVector,
+    Text,
+    TokenCount,
+    construct_field,
+)
+from .helpers.function import SF
+from .helpers.index import Index, IndexTemplate
+from .helpers.mapping import Mapping
+from .helpers.query import Q
+from .helpers.search import MultiSearch, Search
+from .helpers.update_by_query import UpdateByQuery
+from .helpers.utils import AttrDict, AttrList, DslBase
+from .helpers.wrappers import Range
+from .metrics import Metrics, MetricsEvents, MetricsNone
+from .serializer import JSONSerializer
+from .transport import Transport
+
+# Only raise one warning per deprecation message so as not
+# to spam up the user if the same action is done multiple times.
+warnings.simplefilter("default", category=OpenSearchDeprecationWarning, append=True)
+
+__all__ = [
+    "OpenSearch",
+    "Transport",
+    "ConnectionPool",
+    "ConnectionSelector",
+    "RoundRobinSelector",
+    "JSONSerializer",
+    "Connection",
+    "RequestsHttpConnection",
+    "Urllib3HttpConnection",
+    "ImproperlyConfigured",
+    "OpenSearchException",
+    "SerializationError",
+    "TransportError",
+    "NotFoundError",
+    "ConflictError",
+    "RequestError",
+    "ConnectionError",
+    "SSLError",
+    "ConnectionTimeout",
+    "AuthenticationException",
+    "AuthorizationException",
+    "OpenSearchWarning",
+    "OpenSearchDeprecationWarning",
+    "AWSV4SignerAuth",
+    "Urllib3AWSV4SignerAuth",
+    "RequestsAWSV4SignerAuth",
+    "A",
+    "AttrDict",
+    "AttrList",
+    "Binary",
+    "Boolean",
+    "Byte",
+    "Completion",
+    "CustomField",
+    "Date",
+    "DateHistogramFacet",
+    "DateRange",
+    "DenseVector",
+    "Document",
+    "Double",
+    "DoubleRange",
+    "DslBase",
+    "Facet",
+    "FacetedResponse",
+    "FacetedSearch",
+    "Field",
+    "Float",
+    "FloatRange",
+    "GeoPoint",
+    "GeoShape",
+    "HalfFloat",
+    "HistogramFacet",
+    "IllegalOperation",
+    "Index",
+    "IndexTemplate",
+    "InnerDoc",
+    "Integer",
+    "IntegerRange",
+    "Ip",
+    "IpRange",
+    "Join",
+    "Keyword",
+    "Long",
+    "LongRange",
+    "Mapping",
+    "MetaField",
+    "MultiSearch",
+    "Murmur3",
+    "Nested",
+    "NestedFacet",
+    "Object",
+    "OpenSearchDslException",
+    "Percolator",
+    "Q",
+    "Range",
+    "RangeFacet",
+    "RangeField",
+    "RankFeature",
+    "RankFeatures",
+    "SF",
+    "ScaledFloat",
+    "Search",
+    "SearchAsYouType",
+    "Short",
+    "SparseVector",
+    "TermsFacet",
+    "Text",
+    "TokenCount",
+    "UnknownDslObject",
+    "UpdateByQuery",
+    "ValidationException",
+    "analyzer",
+    "char_filter",
+    "connections",
+    "construct_field",
+    "normalizer",
+    "token_filter",
+    "tokenizer",
+    "__versionstr__",
+    "Metrics",
+    "MetricsEvents",
+    "MetricsNone",
+]
+
+try:
+    from ._async.client import AsyncOpenSearch
+    from ._async.http_aiohttp import AIOHttpConnection, AsyncConnection
+    from ._async.transport import AsyncTransport
+    from .connection import AsyncHttpConnection
+    from .helpers import AWSV4SignerAsyncAuth
+
+    __all__ += [
+        "AIOHttpConnection",
+        "AsyncConnection",
+        "AsyncTransport",
+        "AsyncOpenSearch",
+        "AsyncHttpConnection",
+        "AWSV4SignerAsyncAuth",
+    ]
+except (ImportError, SyntaxError):
+    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
new file mode 100644
index 000000000..7e52ae229
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
@@ -0,0 +1,25 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
new file mode 100644
index 000000000..5fd194610
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
@@ -0,0 +1,53 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# type: ignore
+
+# This file exists for the sole reason of making mypy not
+# complain about type issues to do with 'aiohttp' and 'yarl'.
+# We're in a catch-22 situation:
+# - If we use 'type: ignore' on 'import aiohttp' and it's not installed
+#   mypy will complain that the annotation is unnecessary.
+# - If we don't use 'type: ignore' on 'import aiohttp' and it
+#   it's not installed mypy will complain that it can't find
+#   type hints for aiohttp.
+# So to make mypy happy we move all our 'extra' imports here
+# and add a global 'type: ignore' which mypy never complains
+# about being unnecessary.
+
+import aiohttp
+import aiohttp.client_exceptions as aiohttp_exceptions
+
+# We do this because we don't explicitly require 'yarl'
+# within our [async] extra any more.
+# See AIOHttpConnection.request() for more information why.
+try:
+    import yarl
+except ImportError:
+    yarl = False
+
+__all__ = ["aiohttp", "aiohttp_exceptions", "yarl"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
new file mode 100644
index 000000000..abca30670
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
@@ -0,0 +1,3064 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from __future__ import unicode_literals
+
+import logging
+from typing import Any, Type
+
+from ..transport import AsyncTransport, TransportError
+from .cat import CatClient
+from .client import Client
+from .cluster import ClusterClient
+from .dangling_indices import DanglingIndicesClient
+from .features import FeaturesClient
+from .http import HttpClient
+from .indices import IndicesClient
+from .ingest import IngestClient
+from .nodes import NodesClient
+from .plugins import PluginsClient
+from .remote import RemoteClient
+from .remote_store import RemoteStoreClient
+from .search_pipeline import SearchPipelineClient
+from .security import SecurityClient
+from .snapshot import SnapshotClient
+from .tasks import TasksClient
+from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
+
+logger = logging.getLogger("opensearch")
+
+
+class AsyncOpenSearch(Client):
+    """
+    OpenSearch client. Provides a straightforward mapping from
+    Python to OpenSearch REST endpoints.
+
+    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
+    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
+    :class:`~opensearchpy.client.CatClient`,
+    :class:`~opensearchpy.client.ClusterClient`,
+    :class:`~opensearchpy.client.IndicesClient`,
+    :class:`~opensearchpy.client.IngestClient`,
+    :class:`~opensearchpy.client.NodesClient`,
+    :class:`~opensearchpy.client.SnapshotClient` and
+    :class:`~opensearchpy.client.TasksClient` respectively. This is the
+    preferred (and only supported) way to get access to those classes and their
+    methods.
+
+    You can specify your own connection class which should be used by providing
+    the ``connection_class`` parameter::
+
+        # create connection to localhost using the ThriftConnection
+        client = OpenSearch(connection_class=ThriftConnection)
+
+    If you want to turn on sniffing you have several options (described
+    in :class:`~opensearchpy.Transport`)::
+
+        # create connection that will automatically inspect the cluster to get
+        # the list of active nodes. Start with nodes running on
+        # 'opensearchnode1' and 'opensearchnode2'
+        client = OpenSearch(
+            ['opensearchnode1', 'opensearchnode2'],
+            # sniff before doing anything
+            sniff_on_start=True,
+            # refresh nodes after a node fails to respond
+            sniff_on_connection_fail=True,
+            # and also every 60 seconds
+            sniffer_timeout=60
+        )
+
+    Different hosts can have different parameters, use a dictionary per node to
+    specify those::
+
+        # connect to localhost directly and another node using SSL on port 443
+        # and an url_prefix. Note that ``port`` needs to be an int.
+        client = OpenSearch([
+            {'host': 'localhost'},
+            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
+        ])
+
+    If using SSL, there are several parameters that control how we deal with
+    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs'
+        )
+
+    If using SSL, but don't verify the certs, a warning message is showed
+    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # no verify SSL certificates
+            verify_certs=False,
+            # don't show warnings about ssl certs verification
+            ssl_show_warn=False
+        )
+
+    SSL client authentication is supported
+    (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs',
+            # PEM formatted SSL client certificate
+            client_cert='/path/to/clientcert.pem',
+            # PEM formatted SSL client key
+            client_key='/path/to/clientkey.pem'
+        )
+
+    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
+    in conflict with other options::
+
+        client = OpenSearch(
+            [
+                'http://user:secret@localhost:9200/',
+                'https://user:secret@other_host:443/production'
+            ],
+            verify_certs=True
+        )
+
+    By default, `JSONSerializer
+    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
+    is used to encode all outgoing requests.
+    However, you can implement your own custom serializer::
+
+        from opensearchpy.serializer import JSONSerializer
+
+        class SetEncoder(JSONSerializer):
+            def default(self, obj):
+                if isinstance(obj, set):
+                    return list(obj)
+                if isinstance(obj, Something):
+                    return 'CustomSomethingRepresentation'
+                return JSONSerializer.default(self, obj)
+
+        client = OpenSearch(serializer=SetEncoder())
+
+    """
+
+    # include PIT functions inside _patch.py
+    from ._patch import (  # type: ignore
+        create_point_in_time,
+        delete_point_in_time,
+        list_all_point_in_time,
+    )
+
+    def __init__(
+        self,
+        hosts: Any = None,
+        transport_class: Type[AsyncTransport] = AsyncTransport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        super().__init__(hosts, transport_class, **kwargs)
+
+        # namespaced clients for compatibility with API names
+        self.search_pipeline = SearchPipelineClient(self)
+        self.cat = CatClient(self)
+        self.cluster = ClusterClient(self)
+        self.dangling_indices = DanglingIndicesClient(self)
+        self.indices = IndicesClient(self)
+        self.ingest = IngestClient(self)
+        self.nodes = NodesClient(self)
+        self.remote = RemoteClient(self)
+        self.security = SecurityClient(self)
+        self.snapshot = SnapshotClient(self)
+        self.tasks = TasksClient(self)
+        self.remote_store = RemoteStoreClient(self)
+
+        self.features = FeaturesClient(self)
+        self.plugins = PluginsClient(self)
+        self.http = HttpClient(self)
+
+    def __repr__(self) -> Any:
+        try:
+            # get a list of all connections
+            cons: Any = self.transport.hosts
+            # truncate to 5 if there are too many
+            if len(cons) > 5:
+                cons = cons[:5] + ["..."]
+            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
+        except Exception:
+            # probably operating on custom transport and connection_pool, ignore
+            return super(AsyncOpenSearch, self).__repr__()
+
+    async def __aenter__(self) -> Any:
+        if hasattr(self.transport, "_async_call"):
+            await self.transport._async_call()
+        return self
+
+    async def __aexit__(self, *_: Any) -> None:
+        await self.close()
+
+    async def close(self) -> None:
+        """Closes the Transport and all internal connections"""
+        await self.transport.close()
+
+    # AUTO-GENERATED-API-DEFINITIONS #
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def ping(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns whether the cluster is running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        try:
+            return await self.transport.perform_request(
+                "HEAD", "/", params=params, headers=headers
+            )
+        except TransportError:
+            return False
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the cluster.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def create(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a new document in the index.  Returns a 409 response when a document
+        with a same ID already exists in the index.
+
+
+        :arg index: Name of the data stream or index to target. If the
+            target doesn’t exist and matches the name or wildcard (`*`) pattern of
+            an index template with a `data_stream` definition, this request creates
+            the data stream. If the target doesn’t exist and doesn’t match a data
+            stream template, this request creates the index.
+        :arg id: Unique identifier for the document.
+        :arg body: The document
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_create", id)
+
+        return await self.transport.perform_request(
+            "PUT", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "op_type",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def index(
+        self,
+        index: Any,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a document in an index.
+
+
+        :arg index: Name of the data stream or index to target.
+        :arg body: The document
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg op_type: Set to create to only index the document if it
+            does not already exist (put if absent).If a document with the specified
+            `_id` already exists, the indexing operation will fail.Same as using the
+            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
+            id is specified, it defaults to `index`.Otherwise, it defaults to
+            `create`.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the destination must be an index
+            alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST" if id in SKIP_IN_PATH else "PUT",
+            _make_path(index, "_doc", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def bulk(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to perform multiple index/update/delete operations in a single request.
+
+
+        :arg body: The operation definition and data (action-data
+            pairs), separated by newlines
+        :arg index: Name of the data stream, index, or index alias to
+            perform bulk actions on.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the request’s actions must target
+            an index alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each action waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_bulk"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def clear_scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Explicitly clears the search context for a scroll.
+
+
+        :arg body: Comma-separated list of scroll IDs to clear if none
+            was specified via the scroll_id parameter
+        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
+            clear all scroll IDs, use `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": [scroll_id]}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return await self.transport.perform_request(
+            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "min_score",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "terminate_after",
+    )
+    async def count(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns number of documents matching a query.
+
+
+        :arg body: Query to restrict the results specified with the
+            Query DSL (optional)
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed.This parameter can only be used when the `q` query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices are ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg min_score: Sets the minimum `_score` value that documents
+            must have to be included in the result.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_count"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def delete(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes a document from the index.
+
+
+        :arg index: Name of the target index.
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def delete_by_query(
+        self,
+        index: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes documents matching the provided query.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if delete by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid values are: `all`,
+            `open`, `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.Defaults to the index-level setting.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search
+            request.Defaults to no timeout.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each deletion request waits for active
+            shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_delete_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def delete_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Delete By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_delete_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    async def exists(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    async def exists_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document source exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return await self.transport.perform_request(
+            "HEAD", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "filter_path",
+        "human",
+        "lenient",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    async def explain(
+        self,
+        index: Any,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about why a specific matches (or doesn't match) a query.
+
+
+        :arg index: Index names used to limit the request. Only a single
+            index name can be provided to this parameter.
+        :arg id: Defines the document ID.
+        :arg body: The query definition using the Query DSL
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string. Default is _all.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return in the response.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_explain", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_unmapped",
+        "pretty",
+        "source",
+    )
+    async def field_caps(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about the capabilities of fields among multiple
+        indices.
+
+
+        :arg body: An index filter specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (*). To target all
+            data streams and indices, omit this parameter or use * or _all.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias,or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a requesttargeting `foo*,bar*`
+            returns an error if an index starts with foo but no index starts with
+            bar.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fields: Comma-separated list of fields to retrieve
+            capabilities for. Wildcard (`*`) expressions are supported.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg include_unmapped: If true, unmapped fields are included in
+            the response. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_field_caps"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    async def get(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    async def get_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the source of a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: Boolean) If true, the request is real-time as
+            opposed to near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return await self.transport.perform_request(
+            "GET", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    async def mget(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to get multiple documents in one request.
+
+
+        :arg body: Document identifiers; can be either `docs`
+            (containing full document information) or `ids` (when index is provided
+            in the URL.
+        :arg index: Name of the index to retrieve documents from when
+            `ids` are specified, or when a document in the `docs` array does not
+            specify an index.
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query parameter.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned. You can exclude fields from this subset
+            using the `_source_excludes` query parameter.If the `_source` parameter
+            is `false`, this parameter is ignored.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, the request refreshes relevant shards
+            before retrieving documents.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: If `true`, retrieves the document fields
+            stored in the index rather than the document `_source`.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_mget"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def msearch(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases to search.
+        :arg ccs_minimize_roundtrips: If true, network roundtrips
+            between the coordinating node and remote clusters are minimized for
+            cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the multi search API can execute.
+        :arg max_concurrent_shard_requests: Maximum number of concurrent
+            shard requests that each sub-search request executes per node. Default
+            is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold. This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method i.e., if date filters are mandatory to match but
+            the shard bounds and the query are disjoint.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, hits.total are returned as
+            an integer in the response. Defaults to false, which returns an object.
+            Default is false.
+        :arg search_type: Indicates whether global term and document
+            frequencies should be used when scoring returned documents. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: Specifies whether aggregation and suggester
+            names should be prefixed by their respective types in the response.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def msearch_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search template operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the API can run.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If `true`, the response returns
+            `hits.total` as an integer.If `false`, it returns `hits.total` as an
+            object. Default is false.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "ids",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    async def mtermvectors(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns multiple termvectors in one request.
+
+
+        :arg body: Define ids, documents, parameters or a list of
+            parameters per document here. You must at least provide a list of
+            document ids. See documentation.
+        :arg index: Name of the index that contains the documents.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ids: A comma-separated list of documents ids. You must
+            define ids as parameter or set "ids" or "docs" in the request body
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If true, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        path = _make_path(index, "_mtermvectors")
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_script(
+        self,
+        id: Any,
+        body: Any,
+        context: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+            Must be unique within the cluster.
+        :arg body: The document
+        :arg context: Context in which the script or search template
+            should run. To prevent errors, the API immediately compiles the script
+            or template in this context.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_scripts", id, context),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "search_type",
+        "source",
+    )
+    async def rank_eval(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to evaluate the quality of ranked search results over a set of typical
+        search queries.
+
+
+        :arg body: The ranking evaluation search definition, including
+            search requests, document ratings and ranking metric definition.
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard (`*`) expressions are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search_type: Search operation type
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_rank_eval"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_docs",
+        "pretty",
+        "refresh",
+        "requests_per_second",
+        "scroll",
+        "slices",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def reindex(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to copy documents from one index to another, optionally filtering the
+        source documents by a query, changing the destination index settings, or
+        fetching the documents from a remote cluster.
+
+
+        :arg body: The search definition using the Query DSL and the
+            prototype for the index request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_docs: Maximum number of documents to process. By
+            default, all documents.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, the request refreshes affected shards
+            to make this operation visible to search.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.Defaults to no throttle. Default is 0.
+        :arg scroll: Specifies how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg slices: The number of slices this task should be divided
+            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
+            Valid choices are auto.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each indexing waits for automatic index
+            creation, dynamic mapping updates, and waiting for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_reindex", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def reindex_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Reindex operation.
+
+
+        :arg task_id: Identifier for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_reindex", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def render_search_template(
+        self,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg id: ID of the search template to render. If no `source` is
+            specified, this or the `id` request body parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_render", "template", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def scripts_painless_execute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows an arbitrary script to be executed and a result to be returned.
+
+
+        :arg body: The script to execute
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_scripts/painless/_execute",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "rest_total_hits_as_int",
+        "scroll",
+        "source",
+    )
+    async def scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to retrieve a large numbers of results from a single search request.
+
+
+        :arg body: The scroll ID if not passed by URL or query
+            parameter.
+        :arg scroll_id: The scroll ID for scrolled search
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, the API response’s
+            hit.total property is returned as an integer. If false, the API
+            response’s hit.total property is returned as an object. Default is
+            false.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": scroll_id}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return await self.transport.perform_request(
+            "POST", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "include_named_queries_score",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_pipeline",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    async def search(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns results matching a query.
+
+
+        :arg body: The search definition using the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg _source: Indicates which source fields are returned for
+            matching documents.These fields are returned in the `hits._source`
+            property of the search response.Valid values are:`true` to return the
+            entire document source;`false` to not return the document
+            source;`<string>` to return the source fields that are specified as a
+            comma-separated list (supports wildcard (`*`) patterns).
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query
+            parameter.If the `_source` parameter is `false`, this parameter is
+            ignored.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned.You can exclude fields from this subset using
+            the `_source_excludes` query parameter.If the `_source` parameter is
+            `false`, this parameter is ignored.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg allow_partial_search_results: If true, returns partial
+            results if there are shard request timeouts or shard failures. If false,
+            returns an error with no partial results. Default is True.
+        :arg analyze_wildcard: If true, wildcard and prefix queries are
+            analyzed.This parameter can only be used when the q query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the q query string parameter is
+            specified.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node.This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: If true, network round-trips
+            between the coordinating node and the remote clusters are minimized when
+            executing cross-cluster search (CCS) requests. Default is True.
+        :arg default_operator: The default operator for query string
+            query: AND or OR.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the q query
+            string parameter is specified.
+        :arg docvalue_fields: A comma-separated list of fields to return
+            as the docvalue representation for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg explain: If `true`, returns detailed information about
+            score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting document offset.Needs to be non-negative.By
+            default, you cannot page through more than 10,000 hits using the `from`
+            and `size` parameters.To page through more hits, use the `search_after`
+            parameter. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices will be ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_named_queries_score: Indicates whether
+            hit.matched_queries should be rendered as a map that includes the name
+            of the matched query associated with its score (true) or as an array
+            containing the name of the matched queries (false) Default is false.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be
+            ignored.This parameter can only be used when the `q` query string
+            parameter is specified.
+        :arg max_concurrent_shard_requests: Defines the number of
+            concurrent shard requests per node this search executes
+            concurrently.This value should be used to limit the impact of the search
+            on the cluster in order to limit the number of concurrent shard
+            requests. Default is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold.This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method (if date filters are mandatory to match but the
+            shard bounds and the query are disjoint).When unspecified, the pre-
+            filter phase is executed if any of these conditions is met:the request
+            targets more than 128 shards;the request targets one or more read-only
+            index;the primary sort of the query targets an indexed field.
+        :arg preference: Nodes and shards used for the search.By
+            default, Opensearch selects from eligible nodes and shards using
+            adaptive replica selection, accounting for allocation awareness. Valid
+            values are:`_only_local` to run the search only on shards on the local
+            node;`_local` to, if possible, run the search on shards on the local
+            node, or if not, select shards using the default
+            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
+            specified nodes IDs, where, if suitable shards exist on more than one
+            selected node, use shards on those nodes using the default method, or if
+            none of the specified nodes are available, select shards from any
+            available node using the default method;`_prefer_nodes:<node-id>,<node-
+            id>` to if possible, run the search on the specified nodes IDs, or if
+            not, select shards using the default method;`_shards:<shard>,<shard>` to
+            run the search only on the specified shards;`<custom-string>` (any
+            string that does not start with `_`) to route searches with the same
+            `<custom-string>` to the same shards in the same order. Default is
+            random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax using query
+            parameter search.Query parameter searches do not support the full
+            Opensearch Query DSL but are handy for testing.
+        :arg request_cache: If `true`, the caching of search results is
+            enabled for requests where `size` is `0`.Defaults to index level
+            settings.
+        :arg rest_total_hits_as_int: Indicates whether `hits.total`
+            should be rendered as an integer or an object in the rest search
+            response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+            See Scroll search results.By default, this value cannot exceed `1d` (24
+            hours).You can change this limit using the `search.max_keep_alive`
+            cluster-level setting.
+        :arg search_pipeline: Customizable sequence of processing stages
+            applied to search queries.
+        :arg search_type: How distributed term frequencies are
+            calculated for relevance scoring. Valid choices are query_then_fetch,
+            dfs_query_then_fetch.
+        :arg seq_no_primary_term: If `true`, returns sequence number and
+            primary term of the last modification of each hit.
+        :arg size: Defines the number of hits to return.By default, you
+            cannot page through more than 10,000 hits using the `from` and `size`
+            parameters.To page through more hits, use the `search_after` parameter.
+            Default is 10.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return as part of a hit.If no fields are specified, no stored fields are
+            included in the response.If this field is specified, the `_source`
+            parameter defaults to `false`.You can pass `_source: true` to return
+            both source fields and stored fields in the search response.
+        :arg suggest_field: Specifies which field to use for
+            suggestions.
+        :arg suggest_mode: Specifies the suggest mode.This parameter can
+            only be used when the `suggest_field` and `suggest_text` query string
+            parameters are specified. Valid choices are missing, popular, always.
+        :arg suggest_size: Number of suggestions to return.This
+            parameter can only be used when the `suggest_field` and `suggest_text`
+            query string parameters are specified.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.This parameter can only be used when the
+            `suggest_field` and `suggest_text` query string parameters are
+            specified.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.If set to
+            `0` (default), the query does not terminate early.
+        :arg timeout: Specifies the period of time to wait for a
+            response from each shard.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg track_scores: If `true`, calculate and return document
+            scores, even if the scores are not used for sorting.
+        :arg track_total_hits: Number of hits matching the query to
+            count accurately.If `true`, the exact number of hits is returned at the
+            cost of some performance.If `false`, the response does not include the
+            total number of hits matching the query.
+        :arg typed_keys: If `true`, aggregation and suggester names are
+            be prefixed by their respective types in the response.
+        :arg version: If `true`, returns document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    async def search_shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the indices and shards that a search request would be
+        executed against.
+
+
+        :arg index: Returns the indices and shards that a search request
+            would be executed against.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "preference",
+        "pretty",
+        "profile",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def search_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (*).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response includes additional
+            details about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, specified concrete, expanded,
+            or aliased indices are not included in the response when throttled.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg profile: If `true`, the query execution is profiled.
+        :arg rest_total_hits_as_int: If true, hits.total are rendered as
+            an integer in the response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Specifies how long a consistent view of the
+            indexshould be maintained for scrolled search.
+        :arg search_type: The type of the search operation. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    async def termvectors(
+        self,
+        index: Any,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information and statistics about terms in the fields of a particular
+        document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg body: Define parameters and or supply a document to get
+            termvectors for. See documentation.
+        :arg id: Unique identifier of the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If `true`, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        path = _make_path(index, "_termvectors", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "lang",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "retry_on_conflict",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def update(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a document with a script or partial document.
+
+
+        :arg index: The name of the index
+        :arg id: Document ID
+        :arg body: The request definition requires either `script` or
+            partial `doc`
+        :arg _source: Set to false to disable source retrieval. You can
+            also specify a comma-separatedlist of the fields you want to retrieve.
+        :arg _source_excludes: Specify the source fields you want to
+            exclude.
+        :arg _source_includes: Specify the source fields you want to
+            retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg lang: The script language. Default is painless.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If 'true', Opensearch refreshes the affected
+            shards to make this operationvisible to search, if 'wait_for' then wait
+            for a refresh to make this operationvisible to search, if 'false' do
+            nothing with refreshes. Valid choices are true, false, wait_for.
+        :arg require_alias: If true, the destination must be an index
+            alias. Default is false.
+        :arg retry_on_conflict: Specify how many times should the
+            operation be retried when a conflict occurs. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for dynamic mapping updates and
+            active shards.This guarantees Opensearch waits for at least the timeout
+            before failing.The actual wait time could be longer, particularly when
+            multiple waits occur.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operations.Set to 'all' or any
+            positive integer up to the total number of shards in the
+            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
+            Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_update", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "pipeline",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def update_by_query(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs an update on every document in the index without changing the source,
+        for example to pick up a mapping change.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if update by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes affected shards to
+            make the operation visible to search.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search request.
+        :arg search_type: The type of the search operation. Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each update request waits for the following
+            operations: dynamic mapping updates, waiting for active shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_update_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def update_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Update By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_update_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_script_context(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all script contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_script_context", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_script_languages(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns available script types, languages and contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_script_language", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_partial_pit_creation",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "keep_alive",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    async def create_pit(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates point in time context.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_partial_pit_creation: Allow if point in time can be
+            created with partial failures.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg keep_alive: Specify the keep alive for point in time.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "point_in_time"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_pit(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes one or more point in time searches based on the IDs passed.
+
+
+        :arg body: The point-in-time ids to be deleted
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_search/point_in_time",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_search/point_in_time/_all", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
new file mode 100644
index 000000000..6aa2f81b8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
@@ -0,0 +1,148 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, query_params
+
+
+@query_params()
+async def list_all_point_in_time(
+    self: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Returns the list of active point in times searches
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'get_all_pits' API instead.
+
+    """
+    warnings.warn(
+        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.get_all_pits(params=params, headers=headers)
+
+
+@query_params(
+    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
+)
+async def create_point_in_time(
+    self: Any, index: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Create a point in time that can be used in subsequent searches
+
+
+    :arg index: A comma-separated list of index names to open point
+        in time; use `_all` or empty string to perform the operation on all
+        indices
+    :arg expand_wildcards: Whether to expand wildcard expression to
+        concrete indices that are open, closed or both.  Valid choices: open,
+        closed, hidden, none, all  Default: open
+    :arg ignore_unavailable: Whether specified concrete indices
+        should be ignored when unavailable (missing or closed)
+    :arg keep_alive: Specific the time to live for the point in time
+    :arg preference: Specify the node or shard the operation should
+        be performed on (default: random)
+    :arg routing: Specific routing value
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'create_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.create_pit(index=index, params=params, headers=headers)
+
+
+@query_params()
+async def delete_point_in_time(
+    self: Any,
+    body: Any = None,
+    all: bool = False,
+    params: Any = None,
+    headers: Any = None,
+) -> Any:
+    """
+    Delete a point in time
+
+
+    :arg body: a point-in-time id to delete
+    :arg all: set it to `True` to delete all alive point in time.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'delete_all_pits' or 'delete_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    if all:
+        return await self.delete_all_pits(params=params, headers=headers)
+    else:
+        return await self.delete_pit(body=body, params=params, headers=headers)
+
+
+@query_params()
+async def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Checks to see if the Security plugin is up and running.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'health' API instead.
+
+    """
+    warnings.warn(
+        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.health(params=params, headers=headers)
+
+
+@query_params()
+async def update_audit_config(
+    self: Any, body: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    A PUT call updates the audit configuration.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'update_audit_configuration' API instead.
+
+    """
+    warnings.warn(
+        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
+        DeprecationWarning,
+    )
+
+    if body in SKIP_IN_PATH:
+        raise ValueError("Empty value passed for a required argument 'body'.")
+
+    return await self.update_audit_configuration(
+        params=params, headers=headers, body=body
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
new file mode 100644
index 000000000..8e89206a4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
@@ -0,0 +1,1403 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class CatClient(NamespacedClient):
+    @query_params(
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def aliases(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows information about currently configured aliases to indices including
+        filter and routing infos.
+
+
+        :arg name: A comma-separated list of aliases to retrieve.
+            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
+            or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def all_pit_segments(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point-in-time segments.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def allocation(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a snapshot of how many shards are allocated to each data node and how
+        much disk space they are using.
+
+
+        :arg node_id: Comma-separated list of node identifiers or names
+            used to limit the returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "allocation", node_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def cluster_manager(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/cluster_manager", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def count(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides quick access to the document count of the entire cluster, or
+        individual indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "count", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def fielddata(
+        self,
+        fields: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows how much heap memory is currently being used by fielddata on every data
+        node in the cluster.
+
+
+        :arg fields: Comma-separated list of fields used to limit
+            returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "fielddata", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "ts",
+        "v",
+    )
+    async def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster health.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
+            Default is True.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/health", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
+    )
+    async def help(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns help for the Cat APIs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "health",
+        "help",
+        "human",
+        "include_unloaded_segments",
+        "local",
+        "master_timeout",
+        "pretty",
+        "pri",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def indices(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about indices: number of primaries and replicas, document
+        counts, disk size, ...
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: The type of index that wildcard patterns
+            can match. Valid choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg health: The health status used to limit returned indices.
+            By default, the response includes indices of any health status. Valid
+            choices are green, yellow, red.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg pri: If true, the response only includes information from
+            primary shards. Default is false.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def master(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        from warnings import warn
+
+        warn(
+            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
+        )
+        return await self.transport.perform_request(
+            "GET", "/_cat/master", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def nodeattrs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about custom node attributes.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/nodeattrs", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "full_id",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def nodes(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic statistics about performance of cluster nodes.
+
+
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg full_id: If `true`, return the full node ID. If `false`,
+            return the shortened node ID. Default is false.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local (Deprecated: This parameter does not cause this API
+            to act locally.): Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/nodes", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster pending tasks.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def pit_segments(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List segments for one or several PITs.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def plugins(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about installed plugins across nodes node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/plugins", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "bytes",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about index shard recoveries, both on-going completed.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def repositories(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about snapshot repositories registered in the cluster.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/repositories", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "allow_no_indices",
+        "bytes",
+        "completed_only",
+        "detailed",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "pretty",
+        "s",
+        "shards",
+        "source",
+        "time",
+        "timeout",
+        "v",
+    )
+    async def segment_replication(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about both on-going and latest completed Segment
+        Replication events.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            segment replication events. Default is false.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg completed_only: If `true`, the response only includes
+            latest completed segment replication events. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about segment replications. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg shards: Comma-separated list of shards to display.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg timeout: Operation timeout.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "segment_replication", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about the segments in the shards of an index.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a detailed view of shard allocation on nodes.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "size",
+        "source",
+        "v",
+    )
+    async def thread_pool(
+        self,
+        thread_pool_patterns: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster-wide thread pool statistics per node. By default the active,
+        queue and rejected statistics are returned for all thread pools.
+
+
+        :arg thread_pool_patterns: A comma-separated list of thread pool
+            names used to limit the request. Accepts wildcard expressions.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg size: The multiplier in which to display values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "thread_pool", thread_pool_patterns),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def snapshots(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all snapshots in a specific repository.
+
+
+        :arg repository: A comma-separated list of snapshot repositories
+            used to limit the request. Accepts wildcard expressions. `_all` returns
+            all repositories. If any repository fails during the request, Opensearch
+            returns an error.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, the response does not
+            include information from unavailable snapshots. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "snapshots", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the tasks currently executing on one or more nodes in
+        the cluster.
+
+
+        :arg actions: The task action names, which are used to limit the
+            response.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: The parent task identifier, which is used
+            to limit the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def templates(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about existing templates.
+
+
+        :arg name: The name of the template to return. Accepts wildcard
+            expressions. If omitted, all templates are returned.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
new file mode 100644
index 000000000..091bb5e9d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
@@ -0,0 +1,41 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Optional, Type
+
+from opensearchpy.client.utils import _normalize_hosts
+from opensearchpy.transport import Transport
+
+
+class Client(object):
+    """
+    A generic async OpenSearch client.
+    """
+
+    def __init__(
+        self,
+        hosts: Optional[str] = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
new file mode 100644
index 000000000..04682b265
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
@@ -0,0 +1,1029 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class ClusterClient(NamespacedClient):
+    @query_params(
+        "awareness_attribute",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "level",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_events",
+        "wait_for_no_initializing_shards",
+        "wait_for_no_relocating_shards",
+        "wait_for_nodes",
+        "wait_for_status",
+    )
+    async def health(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the health of the cluster.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg awareness_attribute: The awareness attribute for which the
+            health is required.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg level: Can be one of cluster, indices or shards. Controls
+            the details level of the health information returned. Valid choices are
+            cluster, indices, shards, awareness_attributes.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: A number controlling to how many
+            active shards to wait for, all to wait for all shards in the cluster to
+            be active, or 0 to not wait. Valid choices are all, index-setting.
+        :arg wait_for_events: Can be one of immediate, urgent, high,
+            normal, low, languid. Wait until all currently queued events with the
+            given priority are processed. Valid choices are immediate, urgent, high,
+            normal, low, languid.
+        :arg wait_for_no_initializing_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard initializations. Defaults to false, which means it will
+            not wait for initializing shards.
+        :arg wait_for_no_relocating_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard relocations. Defaults to false, which means it will not
+            wait for relocating shards.
+        :arg wait_for_nodes: The request waits until the specified
+            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
+            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
+            notation.
+        :arg wait_for_status: One of green, yellow or red. Will wait
+            (until the timeout provided) until the status of the cluster changes to
+            the one provided or better, i.e. green > yellow > red. By default, will
+            not wait for any status. Valid choices are green, yellow, red.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "health", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of any cluster-level changes (e.g. create index, update mapping,
+        allocate or fail shard) which have not yet been executed.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cluster/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_metadata_version",
+        "wait_for_timeout",
+    )
+    async def state(
+        self,
+        metric: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a comprehensive information about the state of the cluster.
+
+
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_metadata_version: Wait for the metadata version to
+            be equal or greater than the specified metadata version
+        :arg wait_for_timeout: The maximum time to wait for
+            wait_for_metadata_version before timing out
+        """
+        if index and metric in SKIP_IN_PATH:
+            metric = "_all"
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "state", metric, index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def stats(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns high-level overview of cluster statistics.
+
+
+        :arg node_id: Comma-separated list of node filters used to limit
+            returned information. Defaults to all nodes in the cluster.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for each node to respond.If a node
+            does not respond before its timeout expires, the response does not
+            include its stats.However, timed out nodes are included in the
+            response’s `_nodes.failed` property. Defaults to no timeout.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "explain",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "metric",
+        "pretty",
+        "retry_failed",
+        "source",
+        "timeout",
+    )
+    async def reroute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to manually change the allocation of individual shards in the cluster.
+
+
+        :arg body: The definition of `commands` to perform (`move`,
+            `cancel`, `allocate`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If true, then the request simulates the operation
+            only and returns the resulting state.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg explain: If true, then the response contains an explanation
+            of why the commands can or cannot be executed.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg metric: Limits the information returned to the specified
+            metrics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg retry_failed: If true, then retries allocation of shards
+            that are blocked due to too many subsequent allocation failures.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "include_defaults",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def get_settings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster settings.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_defaults: If `true`, returns default cluster
+            settings from the local node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cluster/settings", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_settings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster settings.
+
+
+        :arg body: The settings to be updated. Can be either `transient`
+            or `persistent` (survives cluster restart).
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def remote_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about configured remote clusters.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "include_disk_info",
+        "include_yes_decisions",
+        "pretty",
+        "source",
+    )
+    async def allocation_explain(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides explanations for shard allocations in the cluster.
+
+
+        :arg body: The index, shard, and primary flag to explain. Empty
+            means 'explain the first unassigned shard'
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_disk_info: If true, returns information about disk
+            usage and shard sizes. Default is false.
+        :arg include_yes_decisions: If true, returns YES decisions in
+            explanation. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_cluster/allocation/explain",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a component template.
+
+
+        :arg name: Name of the component template to delete. Wildcard
+            (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_component_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns one or more component templates.
+
+
+        :arg name: Name of the component template to retrieve. Wildcard
+            (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_component_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a component template.
+
+
+        :arg name: Name of the component template to create. Opensearch
+            includes the following built-in component templates: `logs-mappings`;
+            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
+            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
+            to configure backing indices for its data streams. If you use Opensearch
+            Agent and want to overwrite one of these templates, set the `version`
+            for your replacement template higher than the current version. If you
+            don’t use Opensearch Agent and want to disable all built-in component
+            and index templates, set `stack.templates.enabled` to `false` using the
+            cluster update settings API.
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing component templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular component template exist.
+
+
+        :arg name: Name of the component template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only.Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
+    )
+    async def delete_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears cluster voting config exclusions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_removal: Specifies whether to wait for all
+            excluded nodes to be removed from thecluster before clearing the voting
+            configuration exclusions list.Defaults to true, meaning that all
+            excluded nodes must be removed fromthe cluster before this API takes any
+            action. If set to false then thevoting configuration exclusions list is
+            cleared even if some excludednodes are still in the cluster. Default is
+            True.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_cluster/voting_config_exclusions",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "node_ids",
+        "node_names",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def post_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster voting config exclusions by node ids or node names.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg node_ids: A comma-separated list of the persistent ids of
+            the nodes to excludefrom the voting configuration. If specified, you may
+            not also specify node_names.
+        :arg node_names: A comma-separated list of the names of the
+            nodes to exclude from thevoting configuration. If specified, you may not
+            also specify node_ids.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: When adding a voting configuration exclusion, the
+            API waits for thespecified nodes to be excluded from the voting
+            configuration beforereturning. If the timeout expires before the
+            appropriate conditionis satisfied, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_decommission_awareness(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete any existing decommission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_weighted_routing(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete weighted shard routing weights.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_cluster/routing/awareness/weights",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get details and status of decommissioned attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if awareness_attribute_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'awareness_attribute_name'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                "_status",
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Fetches weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def put_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        awareness_attribute_value: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Decommissions an awareness attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg awareness_attribute_value: Awareness attribute value.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (awareness_attribute_name, awareness_attribute_value):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                awareness_attribute_value,
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def put_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
new file mode 100644
index 000000000..75e64013d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
@@ -0,0 +1,165 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class DanglingIndicesClient(NamespacedClient):
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to delete
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_dangling", index_uuid),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def import_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Imports the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to import
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_dangling_indices(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all dangling indices.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_dangling", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
new file mode 100644
index 000000000..85636694f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class FeaturesClient(NamespacedClient):
+    @query_params("master_timeout", "cluster_manager_timeout")
+    async def get_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets a list of features which can be included in snapshots using the
+        feature_states field when creating a snapshot
+
+
+        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
+            to master node
+        :arg cluster_manager_timeout: Explicit operation timeout for connection
+            to cluster_manager node
+        """
+        return await self.transport.perform_request(
+            "GET", "/_features", params=params, headers=headers
+        )
+
+    @query_params()
+    async def reset_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Resets the internal state of features, usually by deleting system indices
+
+
+        .. warning::
+
+            This API is **experimental** so may include breaking changes
+            or be removed in a future version
+        """
+        return await self.transport.perform_request(
+            "POST", "/_features/_reset", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
new file mode 100644
index 000000000..63d4df278
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
@@ -0,0 +1,128 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Mapping, Optional
+
+from .client import Client
+from .utils import NamespacedClient
+
+
+class HttpClient(NamespacedClient):
+    def __init__(self, client: Client) -> None:
+        super(HttpClient, self).__init__(client)
+
+    async def get(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a GET request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "GET", url=url, headers=headers, params=params, body=body
+        )
+
+    async def head(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a HEAD request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "HEAD", url=url, headers=headers, params=params, body=body
+        )
+
+    async def post(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a POST request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "POST", url=url, headers=headers, params=params, body=body
+        )
+
+    async def delete(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a DELETE request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "DELETE", url=url, headers=headers, params=params, body=body
+        )
+
+    async def put(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a PUT request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "PUT", url=url, headers=headers, params=params, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
new file mode 100644
index 000000000..66e4e60f1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
@@ -0,0 +1,2766 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndicesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def analyze(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the analysis process on a text and return the tokens breakdown of the
+        text.
+
+
+        :arg body: Define analyzer/tokenizer parameters and the text on
+            which the analysis should be performed
+        :arg index: The name of the index to scope the operation.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_analyze"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    async def refresh(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the refresh operation in one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_refresh"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "force",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "wait_if_ongoing",
+    )
+    async def flush(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the flush operation on one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to flush. Supports wildcards (`*`). To flush all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg force: If `true`, the request forces a flush even if there
+            are no changes to commit to the index.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_if_ongoing: If `true`, the flush operation blocks
+            until execution when another flush operation is running.If `false`,
+            Opensearch returns an error if you request a flush when another flush
+            operation is running. Default is True.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_flush"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def create(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates an index with optional settings and mappings.
+
+
+        :arg index: Name of the index you wish to create.
+        :arg body: The configuration for the index (`settings` and
+            `mappings`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation. Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "PUT", _make_path(index), params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def clone(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones an index.
+
+
+        :arg index: Name of the source index to clone.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_clone", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _all value targets onlymissing
+            or closed indices. This behavior applies even if the request targets
+            other open indices. For example,a request targeting foo*,bar* returns an
+            error if an index starts with foo but no index starts with bar. Default
+            is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard expressions
+            can match. If the request can target data streams, this
+            argumentdetermines whether wildcard expressions match hidden data
+            streams. Supports comma-separated values,such as open,hidden. Valid
+            choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, requests that target a
+            missing index return an error. Default is false.
+        :arg include_defaults: If true, return all default settings in
+            the response. Default is false.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def open(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Opens an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). By default,
+            you must explicitly name the indices you using to limit the request. To
+            limit a request using `_all`, `*`, or other wildcard expressions, change
+            the `action.destructive_requires_name` setting to false. You can update
+            this setting in the `opensearch.yml` file or using the cluster update
+            settings API.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_open"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def close(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Closes an index.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names used to limit the request.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_close"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index.
+
+
+        :arg index: Comma-separated list of indices to delete. You
+            cannot specify index aliases. By default, this parameter does not
+            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
+            `action.destructive_requires_name` cluster setting to `false`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def exists(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index exists.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "write_index_only",
+    )
+    async def put_mapping(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index mappings.
+
+
+        :arg body: The mapping definition
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg write_index_only: If `true`, the mappings are applied only
+            to the current write index for the target. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        if index in SKIP_IN_PATH:
+            index = "_all"
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_mapping"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_mapping(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mappings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_mapping"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def get_field_mapping(
+        self,
+        fields: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mapping for one or more fields.
+
+
+        :arg fields: Comma-separated list or wildcard expression of
+            fields used to limit returned information.
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if fields in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'fields'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path(index, "_mapping", "field", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_alias(
+        self,
+        index: Any,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices to
+            add. Supports wildcards (`*`). Wildcard patterns that match both data
+            streams and indices return an error.
+        :arg name: Alias to update. If the alias doesn’t exist, the
+            request creates it. Index alias names support date math.
+        :arg body: The settings for the alias, such as `routing` or
+            `filter`
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_alias", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def exists_alias(
+        self,
+        name: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular alias exists.
+
+
+        :arg name: Comma-separated list of aliases to check. Supports
+            wildcards (`*`).
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, requests that include a
+            missing data stream or index in the target indices or data streams
+            return an error.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def get_alias(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list of aliases to retrieve. Supports
+            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
+            or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def update_aliases(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates index aliases.
+
+
+        :arg body: The definition of `actions` to perform
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_aliases", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_alias(
+        self,
+        index: Any,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`).
+        :arg name: Comma-separated list of aliases to remove. Supports
+            wildcards (`*`). To remove all aliases, use `*` or `_all`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "order",
+        "pretty",
+        "source",
+    )
+    async def put_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: The name of the template
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns an error.
+        :arg order: Order in which Opensearch applies this template if
+            indexmatches multiple templates.Templates with lower 'order' values are
+            merged first. Templates with higher'order' values are merged later,
+            overriding templates with lower values.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: The comma separated names of the index templates
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Comma-separated list of index template names used to
+            limit the request. Wildcard (`*`) expressions are supported. To return
+            all index templates, omit this parameter or use a value of `_all` or
+            `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: The name of the legacy index template to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_settings(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns settings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list or wildcard expression of
+            settings to retrieve.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with foo but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. If`false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_settings", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "preserve_existing",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_settings(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index settings.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with `foo` but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can targetdata streams, this argument determines
+            whether wildcard expressions matchhidden data streams. Supports comma-
+            separated values, such as`open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg preserve_existing: If `true`, existing index settings
+            remain unchanged. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "forbid_closed_indices",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "include_unloaded_segments",
+        "level",
+        "pretty",
+        "source",
+    )
+    async def stats(
+        self,
+        index: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in an index.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg metric: Limit the information returned the specific
+            metrics.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argumentdetermines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values,such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg forbid_closed_indices: If true, statistics are not
+            collected from closed indices. Default is True.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about segments in a Lucene index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the request returns a verbose response.
+            Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_segments"), params=params, headers=headers
+        )
+
+    @query_params(
+        "all_shards",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "pretty",
+        "q",
+        "rewrite",
+        "source",
+    )
+    async def validate_query(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows a user to validate a potentially expensive query without executing it.
+
+
+        :arg body: The query definition specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg all_shards: If `true`, the validation is executed on all
+            shards instead of one random shard per index.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response returns detailed
+            information if an error has occurred.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg rewrite: If `true`, returns a more detailed explanation
+            showing the actual Lucene query that will be executed.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_validate", "query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "query",
+        "request",
+        "source",
+    )
+    async def clear_cache(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears all or specific caches for one or more indices.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg fielddata: If `true`, clears the fields cache.Use the
+            `fields` parameter to clear the cache of specific fields only.
+        :arg fields: Comma-separated list of field names used to limit
+            the `fielddata` parameter.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg query: If `true`, clears the query cache.
+        :arg request: If `true`, clears the request cache.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about ongoing index shard recoveries.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_recovery"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "only_ancient_segments",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg only_ancient_segments: If true, only ancient (an older
+            Lucene major release) segments will be upgraded.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    async def get_upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "status",
+    )
+    async def shard_stores(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides store information for shard copies of indices.
+
+
+        :arg index: List of data streams, indices, and aliases used to
+            limit the request.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _allvalue targets only missing
+            or closed indices. This behavior applies even if the requesttargets
+            other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams,this argument determines
+            whether wildcard expressions match hidden data streams. Valid choices
+            are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If true, missing or closed indices are
+            not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg status: List of shard health statuses used to limit the
+            request.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flush",
+        "human",
+        "ignore_unavailable",
+        "max_num_segments",
+        "only_expunge_deletes",
+        "pretty",
+        "primary_only",
+        "source",
+        "wait_for_completion",
+    )
+    async def forcemerge(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the force merge operation on one or more indices.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flush: Specify whether the index should be flushed after
+            performing the operation. Default is True.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg max_num_segments: The number of larger segments into which
+            smaller segments are merged.Set this parameter to 1 to merge all
+            segments into one segment.The default behavior is to perform the merge
+            as necessary.
+        :arg only_expunge_deletes: Specify whether the operation should
+            only expunge deleted documents
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg primary_only: Specify whether the operation should only
+            perform on primary shards. Defaults to false. Default is false.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request wait until the
+            force merge is completed. Default is True.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def shrink(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allow to shrink an existing index into a new index with fewer primary shards.
+
+
+        :arg index: Name of the source index to shrink.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_shrink", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def split(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows you to split an existing index into a new index with more primary
+        shards.
+
+
+        :arg index: Name of the source index to split.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_split", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def rollover(
+        self,
+        alias: Any,
+        body: Any = None,
+        new_index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates an alias to point to a new index when the existing index is considered
+        to be too large or too old.
+
+
+        :arg alias: Name of the data stream or index alias to roll over.
+        :arg body: The conditions that needs to be met for executing
+            rollover
+        :arg new_index: Name of the index to create. Supports date math.
+            Data streams do not support this parameter.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If `true`, checks whether the current index
+            satisfies the specified conditions but does not perform a rollover.
+            Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if alias in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'alias'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(alias, "_rollover", new_index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_data_stream(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a data stream.
+
+
+        :arg name: Name of the data stream, which must meet the
+            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
+            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
+            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
+            longer than 255 bytes. Multi-byte characters count towards this limit
+            faster.
+        :arg body: The data stream definition
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_data_stream", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_data_stream(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a data stream.
+
+
+        :arg name: Comma-separated list of data streams to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: Name of the index template to delete. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: Name of the index template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_index_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Name of the index template to retrieve. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def put_index_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: Index or template name
+        :arg body: The template definition
+        :arg cause: User defined reason for creating/updating the index
+            template. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def simulate_index_template(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate matching the given index name against the index templates in the
+        system.
+
+
+        :arg name: Index or template name to simulate
+        :arg body: New index template definition, which will be included
+            in the simulation, as if it already exists in the system
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, the template passed in the body is only
+            used if no existingtemplates match the same index patterns. If `false`,
+            the simulation usesthe template with the highest priority. Note that the
+            template is notpermanently added or updated in either case; it is only
+            used for thesimulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is receivedbefore the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate_index", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_data_stream(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns data streams.
+
+
+        :arg name: Comma-separated list of data stream names used to
+            limit the request. Wildcard (`*`) expressions are supported. If omitted,
+            all data streams are returned.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def simulate_template(
+        self,
+        body: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate resolving the given template name or body.
+
+
+        :arg name: Name of the index template to simulate. To test a
+            template configuration before you add it to the cluster, omit this
+            parameter and specify the template configuration in the request body.
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, the template passed in the body is only
+            used if no existing templates match the same index patterns. If false,
+            the simulation uses the template with the highest priority. Note that
+            the template is not permanently added or updated in either case; it is
+            only used for the simulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
+    )
+    async def resolve_index(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about any matching indices, aliases, and data streams.
+
+
+        :arg name: Comma-separated name(s) or index pattern(s) of the
+            indices, aliases, and data streams to resolve. Resources on remote
+            clusters can be specified using the `<cluster>`:`<name>` syntax.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def add_block(
+        self,
+        index: Any,
+        block: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds a block to an index.
+
+
+        :arg index: A comma separated list of indices to add a block to
+        :arg block: The block to add (one of read, write, read_only or
+            metadata)
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        for param in (index, block):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT", _make_path(index, "_block", block), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def data_streams_stats(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in a data stream.
+
+
+        :arg name: Comma-separated list of data streams used to limit
+            the request. Wildcard expressions (`*`) are supported. To target all
+            data streams in a cluster, omit this parameter or use `*`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_data_stream", name, "_stats"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
new file mode 100644
index 000000000..848466382
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
@@ -0,0 +1,256 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IngestClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_pipeline(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a pipeline.
+
+
+        :arg id: Comma-separated list of pipeline IDs to retrieve.
+            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
+            omit this parameter or use `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_pipeline(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a pipeline.
+
+
+        :arg id: ID of the ingest pipeline to create or update.
+        :arg body: The ingest definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_pipeline(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a pipeline.
+
+
+        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
+            to limit the request. To delete all ingest pipelines in a cluster, use a
+            value of `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
+    async def simulate(
+        self,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to simulate a pipeline with example documents.
+
+
+        :arg body: The simulate definition
+        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
+            the request body, this parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the response includes output data for
+            each processor in the executed pipeline. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_ingest", "pipeline", id, "_simulate"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def processor_grok(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of the built-in patterns.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_ingest/processor/grok", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
new file mode 100644
index 000000000..eba764885
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
@@ -0,0 +1,294 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class NodesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def reload_secure_settings(
+        self,
+        body: Any = None,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reloads secure settings.
+
+
+        :arg body: An object containing the password for the opensearch
+            keystore
+        :arg node_id: The names of particular nodes in the cluster to
+            target.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_nodes", node_id, "reload_secure_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def info(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limits the information returned to the specific
+            metrics. Supports a comma-separated list, such as http,ingest.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "level",
+        "pretty",
+        "source",
+        "timeout",
+        "types",
+    )
+    async def stats(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        index_metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns statistical information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index_metric: Limit the information returned for indices
+            metric to the specific index metrics. It can be used only if indices (or
+            all) metric is specified.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg types: A comma-separated list of document types for the
+            indexing index metric.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "stats", metric, index_metric),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "doc_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_idle_threads",
+        "interval",
+        "pretty",
+        "snapshots",
+        "source",
+        "threads",
+        "timeout",
+    )
+    async def hot_threads(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about hot threads on each node in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg doc_type: The type to sample. Valid choices are cpu, wait,
+            block.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_idle_threads: Don't show threads that are in known-
+            idle places, such as waiting on a socket select or pulling from an empty
+            task queue. Default is True.
+        :arg interval: The interval for the second sampling of threads.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg snapshots: Number of samples of thread stacktrace. Default
+            is 10.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg threads: Specify the number of threads to provide
+            information for. Default is 3.
+        :arg timeout: Operation timeout.
+        """
+        # type is a reserved word so it cannot be used, use doc_type instead
+        if "doc_type" in params:
+            params["type"] = params.pop("doc_type")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "hot_threads"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def usage(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns low-level information about REST actions usage on nodes.
+
+
+        :arg node_id: A comma-separated list of node IDs or names to
+            limit the returned information; use `_local` to return information from
+            the node you're connecting to, leave empty to get information from all
+            nodes
+        :arg metric: Limits the information returned to the specific
+            metrics. A comma-separated list of the following options: `_all`,
+            `rest_actions`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "usage", metric),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
new file mode 100644
index 000000000..c7d070fcf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from ..plugins.alerting import AlertingClient
+from ..plugins.index_management import IndexManagementClient
+from ..plugins.knn import KnnClient
+from ..plugins.notifications import NotificationsClient
+from ..plugins.rollups import RollupsClient
+from ..plugins.transforms import TransformsClient
+from .client import Client
+from .utils import NamespacedClient
+
+
+class PluginsClient(NamespacedClient):
+    alerting: Any
+    index_management: Any
+
+    def __init__(self, client: Client) -> None:
+        super(PluginsClient, self).__init__(client)
+        self.transforms = TransformsClient(client)
+        self.rollups = RollupsClient(client)
+        self.notifications = NotificationsClient(client)
+        self.knn = KnnClient(client)
+        # self.query_workbench = QueryWorkbenchClient(client)
+        # self.reporting = ReportingClient(client)
+        # self.notebooks = NotebooksClient(client)
+        self.alerting = AlertingClient(client)
+        # self.anomaly_detection = AnomalyDetectionClient(client)
+        # self.trace_analytics = TraceAnalyticsClient(client)
+        self.index_management = IndexManagementClient(client)
+
+        self._dynamic_lookup(client)
+
+    def _dynamic_lookup(self, client: Any) -> None:
+        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
+
+        plugins = [
+            # "query_workbench",
+            # "reporting",
+            # "notebooks",
+            "alerting",
+            # "anomaly_detection",
+            # "trace_analytics",
+            "index_management",
+        ]
+        for plugin in plugins:
+            if not hasattr(client, plugin):
+                setattr(client, plugin, getattr(self, plugin))
+            else:
+                warnings.warn(
+                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
+                    category=RuntimeWarning,
+                    stacklevel=2,
+                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
new file mode 100644
index 000000000..137872736
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
@@ -0,0 +1,38 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class RemoteClient(NamespacedClient):
+    @query_params()
+    async def info(self, params: Any = None, headers: Any = None) -> Any:
+        return await self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
new file mode 100644
index 000000000..143ce0b3d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, query_params
+
+
+class RemoteStoreClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def restore(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores from remote store.
+
+
+        :arg body: Comma-separated list of index IDs
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
new file mode 100644
index 000000000..9225085fb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
@@ -0,0 +1,151 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SearchPipelineClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def get(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves information about a specified search pipeline.
+
+
+        :arg id: Comma-separated list of search pipeline ids. Wildcards
+            supported.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
new file mode 100644
index 000000000..e13818691
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
@@ -0,0 +1,2344 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SecurityClient(NamespacedClient):
+    from ._patch import health_check, update_audit_config  # type: ignore
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_account_details(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns account details for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/account", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def change_password(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the password for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/account",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one action group.
+
+
+        :arg action_group: Action group to retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_action_groups(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all action groups.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a specified action group.
+
+
+        :arg action_group: Action group to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified action group.
+
+
+        :arg action_group: The name of the action group to create or
+            replace.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an action group.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_action_groups(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple action groups in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_users(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_users(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple internal users in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_roles(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all roles.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_roles(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple roles in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/roles",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role_mappings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all role mappings.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role_mappings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates multiple role mappings in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenants(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all tenants.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify a single tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_tenants(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify multiple tenants in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/tenants",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the current Security plugin configuration in JSON format.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the existing configuration using the REST API. Only accessible
+        by admins and users with rest api access and only when put or patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/securityconfig/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update the existing configuration using the REST API.
+        Only accessible by admins and users with rest api access and only when put or
+        patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    async def get_distinguished_names(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the cluster security certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def reload_transport_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload Transport layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/transport/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def reload_http_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload HTTP layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/http/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def flush_cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Flushes the Security plugin user, authentication, and authorization cache.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
+    async def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks to see if the Security plugin is up and running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/health", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_audit_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/audit/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update specified fields in the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/audit",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_distinguished_names(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Bulk update of distinguished names. Only accessible to super-admins and with
+        rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/nodesdn",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "auth_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def authinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authentication information.
+
+
+        :arg auth_type: The type of current authentication request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: Indicates whether a verbose response should be
+            returned.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def authtoken(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authorization token.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Not supported for cache API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def config_upgrade_check(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Check whether or not an upgrade can be performed and what resources can be
+        updated.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def config_upgrade_perform(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Helps cluster operator upgrade missing defaults and stale default definitions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/_upgrade_perform",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the allowlisted APIs. Accessible via Super Admin
+        certificate or REST API permission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_update_tenancy_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the multi-tenancy configuration. Only accessible to admins
+        and users with REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_user_legacy(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all distinguished names in the specified cluster or node allow list.
+        Only accessible to super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_obo_token(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates On-Behalf-Of token for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/api/generateonbehalfoftoken",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_user_token(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins", "_security", "api", "internalusers", username, "authtoken"
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_user_token_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_allowlist(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_dashboards_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    async def get_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_permissions_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the evaluated REST API permissions for the currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/permissionsinfo",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
+    async def get_sslinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the SSL configuration information.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg show_dn: The domain names from all certificates.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenancy_config(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves multi-tenancy configuration. Only accessible to admins and users with
+        REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_users_legacy(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/user", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def migrate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Migrates security configuration from v6 to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a distinguished cluster name for a specific cluster. Only accessible to
+        super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def post_dashboards_info(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/dashboardsinfo",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def tenant_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the tenant names if any exist. Only accesible to super admins or
+        kibanaserver user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the specified distinguished names in the cluster or node allow
+        list. Only accessible to super-admins and with rest-api permissions when
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
+    )
+    async def validate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks whether the v6 security configuration is valid and ready to be migrated
+        to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def who_am_i(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/whoami", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def who_am_i_protected(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user. User
+        needs to have access to this endpoint when authorization at REST layer is
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
new file mode 100644
index 000000000..80813d161
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
@@ -0,0 +1,611 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SnapshotClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def create(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a snapshot in a repository.
+
+
+        :arg repository: Repository for the snapshot.
+        :arg snapshot: Name of the snapshot. Must be unique in the
+            repository.
+        :arg body: The snapshot definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: If `true`, the request returns a
+            response when the snapshot is complete. If `false`, the request returns
+            a response when the snapshot initializes. Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def delete(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def get(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a snapshot.
+
+
+        :arg repository: Comma-separated list of snapshot repository
+            names used to limit the request. Wildcard (*) expressions are supported.
+        :arg snapshot: Comma-separated list of snapshot names to
+            retrieve. Also accepts wildcards (*). - To get information about all
+            snapshots in a registered repository, use a wildcard (*) or _all. - To
+            get information about any snapshots that are currently running, use
+            _current.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, the request returns an error
+            for any snapshots that are unavailable. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If true, returns additional information about each
+            snapshot such as the version of Opensearch which took the snapshot, the
+            start and end times of the snapshot, and the number of shards
+            snapshotted.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a repository.
+
+
+        :arg repository: Name of the snapshot repository to unregister.
+            Wildcard (`*`) patterns are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_repository(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a repository.
+
+
+        :arg repository: A comma-separated list of repository names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_snapshot", repository), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "verify",
+    )
+    async def create_repository(
+        self,
+        repository: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a repository.
+
+
+        :arg repository: A repository name
+        :arg body: The repository definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        :arg verify: Whether to verify the repository after creation
+        """
+        for param in (repository, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def restore(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A snapshot name
+        :arg body: Details of what to restore
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, snapshot, "_restore"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def status(
+        self,
+        repository: Any = None,
+        snapshot: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the status of a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether to ignore unavailable
+            snapshots, defaults to false which means a SnapshotMissingException is
+            thrown Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot, "_status"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def verify_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Verifies a repository.
+
+
+        :arg repository: A repository name
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_verify"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def cleanup_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes stale data from repository.
+
+
+        :arg repository: Snapshot repository to clean up.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_cleanup"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def clone(
+        self,
+        repository: Any,
+        snapshot: Any,
+        target_snapshot: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones indices from one snapshot into another snapshot in the same repository.
+
+
+        :arg repository: A repository name
+        :arg snapshot: The name of the snapshot to clone from
+        :arg target_snapshot: The name of the cloned snapshot to create
+        :arg body: The snapshot clone definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot, target_snapshot, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
new file mode 100644
index 000000000..7302cbacb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
@@ -0,0 +1,194 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TasksClient(NamespacedClient):
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "group_by",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    async def list(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of tasks.
+
+
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg group_by: Key used to group tasks in the response. Valid
+            choices are nodes, parents, none.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: Parent task ID used to limit returned
+            information. To return all tasks, omit this parameter or use a value of
+            `-1`.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "actions",
+        "error_trace",
+        "filter_path",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def cancel(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Cancels a task, if it can be cancelled through an API.
+
+
+        :arg task_id: ID of the task.
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names used to
+            limit the request.
+        :arg parent_task_id: Parent task ID used to limit the tasks.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request block until the
+            cancellation of the task and its descendant tasks is completed. Defaults
+            to false Default is false.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_tasks", task_id, "_cancel"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    async def get(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a task.
+
+
+        :arg task_id: ID of the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the task has completed. Default is false.
+        """
+        if task_id in SKIP_IN_PATH:
+            warnings.warn(
+                "Calling client.tasks.get() without a task_id is deprecated "
+                "and will be removed in v8.0. Use client.tasks.list() instead.",
+                category=DeprecationWarning,
+                stacklevel=3,
+            )
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_tasks", task_id), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
new file mode 100644
index 000000000..dfeb096c3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
@@ -0,0 +1,46 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from ...client.utils import NamespacedClient  # noqa
+from ...client.utils import (
+    SKIP_IN_PATH,
+    _bulk_body,
+    _escape,
+    _make_path,
+    _normalize_hosts,
+    query_params,
+)
+
+__all__ = [
+    "SKIP_IN_PATH",
+    "NamespacedClient",
+    "_make_path",
+    "query_params",
+    "_bulk_body",
+    "_escape",
+    "_normalize_hosts",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
new file mode 100644
index 000000000..319cf8192
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
@@ -0,0 +1,32 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from asyncio import get_running_loop
+
+from ..compat import *  # noqa
+
+__all__ = ["get_running_loop"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
new file mode 100644
index 000000000..03f880439
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
@@ -0,0 +1,498 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# Licensed to Elasticsearch B.V.under one or more agreements.
+# Elasticsearch B.V.licenses this file to you under the Apache 2.0 License.
+# See the LICENSE file in the project root for more information
+
+import asyncio
+import logging
+from typing import (
+    Any,
+    AsyncGenerator,
+    AsyncIterable,
+    Collection,
+    Iterable,
+    List,
+    Optional,
+    Tuple,
+    TypeVar,
+    Union,
+)
+
+from ...compat import map
+from ...exceptions import TransportError
+from ...helpers.actions import (
+    _ActionChunker,
+    _process_bulk_chunk_error,
+    _process_bulk_chunk_success,
+    expand_action,
+)
+from ...helpers.errors import ScanError
+
+logger: logging.Logger = logging.getLogger("opensearchpy.helpers")
+
+
+async def _chunk_actions(
+    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
+) -> AsyncGenerator[Any, None]:
+    """
+    Split actions into chunks by number or size, serialize them into strings in
+    the process.
+    """
+    chunker = _ActionChunker(
+        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
+    )
+    async for action, data in actions:
+        ret = chunker.feed(action, data)
+        if ret:
+            yield ret
+    ret = chunker.flush()
+    if ret:
+        yield ret
+
+
+async def _process_bulk_chunk(
+    client: Any,
+    bulk_actions: Any,
+    bulk_data: Any,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> AsyncGenerator[Tuple[bool, Any], None]:
+    """
+    Send a bulk request to opensearch and process the output.
+    """
+    if not isinstance(ignore_status, (list, tuple)):
+        ignore_status = (ignore_status,)
+
+    try:
+        # send the actual request
+        resp = await client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
+    except TransportError as e:
+        gen = _process_bulk_chunk_error(
+            error=e,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_exception=raise_on_exception,
+            raise_on_error=raise_on_error,
+        )
+    else:
+        gen = _process_bulk_chunk_success(
+            resp=resp,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_error=raise_on_error,
+        )
+    for item in gen:
+        yield item
+
+
+T = TypeVar("T")
+
+
+def aiter(x: Union[Iterable[T], AsyncIterable[T]]) -> Any:
+    """Turns an async iterable or iterable into an async iterator"""
+    if hasattr(x, "__anext__"):
+        return x
+    elif hasattr(x, "__aiter__"):
+        return x.__aiter__()
+
+    async def f() -> Any:
+        for item in x:
+            yield item
+
+    return f().__aiter__()
+
+
+async def azip(
+    *iterables: Union[Iterable[T], AsyncIterable[T]]
+) -> AsyncGenerator[Tuple[T, ...], None]:
+    """Zips async iterables and iterables into an async iterator
+    with the same behavior as zip()
+    """
+    aiters = [aiter(x) for x in iterables]
+    try:
+        while True:
+            yield tuple([await x.__anext__() for x in aiters])
+    except StopAsyncIteration:
+        pass
+
+
+async def async_streaming_bulk(
+    client: Any,
+    actions: Any,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    raise_on_error: bool = True,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    max_retries: int = 0,
+    initial_backoff: Union[float, int] = 2,
+    max_backoff: Union[float, int] = 600,
+    yield_ok: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> AsyncGenerator[Tuple[bool, Any], None]:
+    """
+    Streaming bulk consumes actions from the iterable passed in and yields
+    results per action. For non-streaming usecases use
+    :func:`~opensearchpy.helpers.async_bulk` which is a wrapper around streaming
+    bulk that returns summary information about the bulk operation once the
+    entire input is consumed and sent.
+
+    If you specify ``max_retries`` it will also retry any documents that were
+    rejected with a ``429`` status code. To do this it will wait (**by calling
+    asyncio.sleep**) for ``initial_backoff`` seconds and then,
+    every subsequent rejection for the same chunk, for double the time every
+    time up to ``max_backoff`` seconds.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg actions: iterable or async iterable containing the actions to be executed
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg max_retries: maximum number of times a document will be retried when
+        ``429`` is received, set to 0 (default) for no retries on ``429``
+    :arg initial_backoff: number of seconds we should wait before the first
+        retry. Any subsequent retries will be powers of ``initial_backoff *
+        2**retry_number``
+    :arg max_backoff: maximum number of seconds a retry will wait
+    :arg yield_ok: if set to False will skip successful documents in the output
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+
+    async def map_actions() -> Any:
+        async for item in aiter(actions):
+            yield expand_action_callback(item)
+
+    async for bulk_data, bulk_actions in _chunk_actions(
+        map_actions(), chunk_size, max_chunk_bytes, client.transport.serializer
+    ):
+        for attempt in range(max_retries + 1):
+            to_retry: Any = []
+            to_retry_data: Any = []
+            if attempt:
+                await asyncio.sleep(
+                    min(max_backoff, initial_backoff * 2 ** (attempt - 1))
+                )
+
+            try:
+                async for data, (ok, info) in azip(
+                    bulk_data,
+                    _process_bulk_chunk(
+                        client,
+                        bulk_actions,
+                        bulk_data,
+                        raise_on_exception,
+                        raise_on_error,
+                        ignore_status,
+                        *args,
+                        **kwargs,
+                    ),
+                ):
+                    if not ok:
+                        action, info = info.popitem()
+                        # retry if retries enabled, we get 429, and we are not
+                        # in the last attempt
+                        if (
+                            max_retries
+                            and info["status"] == 429
+                            and (attempt + 1) <= max_retries
+                        ):
+                            # _process_bulk_chunk expects strings so we need to
+                            # re-serialize the data
+                            to_retry.extend(
+                                map(client.transport.serializer.dumps, data)
+                            )
+                            to_retry_data.append(data)
+                        else:
+                            yield ok, {action: info}
+                    elif yield_ok:
+                        yield ok, info
+
+            except TransportError as e:
+                # suppress 429 errors since we will retry them
+                if attempt == max_retries or e.status_code != 429:
+                    raise
+            else:
+                if not to_retry:
+                    break
+                # retry only subset of documents that didn't succeed
+                bulk_actions, bulk_data = to_retry, to_retry_data
+
+
+async def async_bulk(
+    client: Any,
+    actions: Union[Iterable[Any], AsyncIterable[Any]],
+    stats_only: bool = False,
+    ignore_status: Optional[Union[int, Collection[int]]] = (),
+    *args: Any,
+    **kwargs: Any
+) -> Tuple[int, Union[int, List[Any]]]:
+    """
+    Helper for the :meth:`~opensearchpy.AsyncOpenSearch.bulk` api that provides
+    a more human friendly interface - it consumes an iterator of actions and
+    sends them to opensearch in chunks. It returns a tuple with summary
+    information - number of successfully executed actions and either list of
+    errors or number of errors if ``stats_only`` is set to ``True``. Note that
+    by default we raise a ``BulkIndexError`` when we encounter an error so
+    options like ``stats_only`` only+ apply when ``raise_on_error`` is set to
+    ``False``.
+
+    When errors are being collected original document data is included in the
+    error dictionary which can lead to an extra high memory usage. If you need
+    to process a lot of data and want to ignore/collect errors please consider
+    using the :func:`~opensearchpy.helpers.async_streaming_bulk` helper which will
+    just return the errors and not store them in memory.
+
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg stats_only: if `True` only report number of successful/failed
+        operations instead of just number of successful and a list of error responses
+    :arg ignore_status: list of HTTP status code that you want to ignore
+
+    Any additional keyword arguments will be passed to
+    :func:`~opensearchpy.helpers.async_streaming_bulk` which is used to execute
+    the operation, see :func:`~opensearchpy.helpers.async_streaming_bulk` for more
+    accepted parameters.
+    """
+    success, failed = 0, 0
+
+    # list of errors to be collected is not stats_only
+    errors = []
+
+    # make streaming_bulk yield successful results so we can count them
+    kwargs["yield_ok"] = True
+    async for ok, item in async_streaming_bulk(  # type: ignore
+        client, actions, ignore_status=ignore_status, *args, **kwargs
+    ):
+        # go through request-response pairs and detect failures
+        if not ok:
+            if not stats_only:
+                errors.append(item)
+            failed += 1
+        else:
+            success += 1
+
+    return success, failed if stats_only else errors
+
+
+async def async_scan(
+    client: Any,
+    query: Any = None,
+    scroll: str = "5m",
+    raise_on_error: bool = True,
+    preserve_order: bool = False,
+    size: int = 1000,
+    request_timeout: Any = None,
+    clear_scroll: bool = True,
+    scroll_kwargs: Any = None,
+    **kwargs: Any
+) -> Any:
+    """
+    Simple abstraction on top of the
+    :meth:`~opensearchpy.AsyncOpenSearch.scroll` api - a simple iterator that
+    yields all hits as returned by underlining scroll requests.
+
+    By default scan does not return results in any pre-determined order. To
+    have a standard order in the returned documents (either by score or
+    explicit sort definition) when scrolling, use ``preserve_order=True``. This
+    may be an expensive operation and will negate the performance benefits of
+    using ``scan``.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg raise_on_error: raises an exception (``ScanError``) if an error is
+        encountered (some shards fail to execute). By default we raise.
+    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
+        cause the scroll to paginate with preserving the order. Note that this
+        can be an extremely expensive operation and can easily lead to
+        unpredictable results, use with caution.
+    :arg size: size (per shard) of the batch send at each iteration.
+    :arg request_timeout: explicit timeout for each call to ``scan``
+    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
+        scroll API at the end of the method on completion or error, defaults
+        to true.
+    :arg scroll_kwargs: additional kwargs to be passed to
+        :meth:`~opensearchpy.AsyncOpenSearch.scroll`
+
+    Any additional keyword arguments will be passed to the initial
+    :meth:`~opensearchpy.AsyncOpenSearch.search` call::
+
+        async_scan(client,
+            query={"query": {"match": {"title": "python"}}},
+            index="orders-*",
+            doc_type="books"
+        )
+
+    """
+    scroll_kwargs = scroll_kwargs or {}
+
+    if not preserve_order:
+        query = query.copy() if query else {}
+        query["sort"] = "_doc"
+
+    # Grab options that should be propagated to every
+    # API call within this helper instead of just 'search()'
+    transport_kwargs = {}
+    for key in ("headers", "api_key", "http_auth"):
+        if key in kwargs:
+            transport_kwargs[key] = kwargs[key]
+
+    # If the user is using 'scroll_kwargs' we want
+    # to propagate there too, but to not break backwards
+    # compatibility we'll not override anything already given.
+    if scroll_kwargs is not None and transport_kwargs:
+        for key, val in transport_kwargs.items():
+            scroll_kwargs.setdefault(key, val)
+
+    # initial search
+    resp = await client.search(
+        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
+    )
+    scroll_id = resp.get("_scroll_id")
+
+    try:
+        while scroll_id and resp.get("hits", {}).get("hits"):
+            for hit in resp.get("hits", {}).get("hits", []):
+                yield hit
+
+            _shards = resp.get("_shards")
+
+            if _shards:
+                # Default to 0 if the value isn't included in the response
+                shards_successful = _shards.get("successful", 0)
+                shards_skipped = _shards.get("skipped", 0)
+                shards_total = _shards.get("total", 0)
+
+            # check if we have any errors
+            if (shards_successful + shards_skipped) < shards_total:
+                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
+                logger.warning(
+                    shards_message,
+                    shards_successful,
+                    shards_skipped,
+                    shards_total,
+                )
+                if raise_on_error:
+                    raise ScanError(
+                        scroll_id,
+                        shards_message
+                        % (
+                            shards_successful,
+                            shards_skipped,
+                            shards_total,
+                        ),
+                    )
+            resp = await client.scroll(
+                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
+            )
+            scroll_id = resp.get("_scroll_id")
+
+    finally:
+        if scroll_id and clear_scroll:
+            await client.clear_scroll(
+                body={"scroll_id": [scroll_id]},
+                **transport_kwargs,
+                ignore=(404,),
+            )
+
+
+async def async_reindex(
+    client: Any,
+    source_index: Union[str, Collection[str]],
+    target_index: str,
+    query: Any = None,
+    target_client: Any = None,
+    chunk_size: int = 500,
+    scroll: str = "5m",
+    scan_kwargs: Any = {},
+    bulk_kwargs: Any = {},
+) -> Tuple[int, Union[int, List[Any]]]:
+    """
+    Reindex all documents from one index that satisfy a given query
+    to another, potentially (if `target_client` is specified) on a different cluster.
+    If you don't specify the query you will reindex all the documents.
+
+    Since ``2.3`` a :meth:`~opensearchpy.AsyncOpenSearch.reindex` api is
+    available as part of opensearch itself. It is recommended to use the api
+    instead of this helper wherever possible. The helper is here mostly for
+    backwards compatibility and for situations where more flexibility is
+    needed.
+
+    .. note::
+
+        This helper doesn't transfer mappings, just the data.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use (for
+        read if `target_client` is specified as well)
+    :arg source_index: index (or list of indices) to read documents from
+    :arg target_index: name of the index in the target cluster to populate
+    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
+    :arg target_client: optional, is specified will be used for writing (thus
+        enabling reindex between clusters)
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg scan_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.async_scan`
+    :arg bulk_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.async_bulk`
+    """
+    target_client = client if target_client is None else target_client
+    docs = async_scan(
+        client, query=query, index=source_index, scroll=scroll, **scan_kwargs
+    )
+
+    async def _change_doc_index(hits: Any, index: Any) -> Any:
+        async for h in hits:
+            h["_index"] = index
+            if "fields" in h:
+                h.update(h.pop("fields"))
+            yield h
+
+    kwargs = {"stats_only": True}
+    kwargs.update(bulk_kwargs)
+    return await async_bulk(
+        target_client,
+        _change_doc_index(docs, target_index),
+        chunk_size=chunk_size,
+        **kwargs,
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
new file mode 100644
index 000000000..09549068e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
@@ -0,0 +1,471 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import collections.abc as collections_abc
+from fnmatch import fnmatch
+from typing import Any, Optional, Tuple, Type
+
+from six import add_metaclass
+
+from opensearchpy._async.client import AsyncOpenSearch
+from opensearchpy._async.helpers.index import AsyncIndex
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import (
+    IllegalOperation,
+    NotFoundError,
+    RequestError,
+    ValidationException,
+)
+from opensearchpy.helpers.document import DocumentMeta
+from opensearchpy.helpers.utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
+
+
+class AsyncIndexMeta(DocumentMeta):
+    # global flag to guard us from associating an Index with the base Document
+    # class, only user defined subclasses should have an _index attr
+    _document_initialized = False
+
+    def __new__(
+        cls,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        new_cls = super(AsyncIndexMeta, cls).__new__(cls, name, bases, attrs)
+        if cls._document_initialized:
+            index_opts = attrs.pop("Index", None)
+            index = cls.construct_index(index_opts, bases)
+            new_cls._index = index
+            index.document(new_cls)
+        cls._document_initialized = True
+        return new_cls
+
+    @classmethod
+    def construct_index(cls, opts: Any, bases: Any) -> Any:
+        if opts is None:
+            for b in bases:
+                if hasattr(b, "_index"):
+                    return b._index
+
+            # Set None as Index name so it will set _all while making the query
+            return AsyncIndex(name=None)
+
+        i = AsyncIndex(
+            getattr(opts, "name", "*"), using=getattr(opts, "using", "default")
+        )
+        i.settings(**getattr(opts, "settings", {}))
+        i.aliases(**getattr(opts, "aliases", {}))
+        for a in getattr(opts, "analyzers", ()):
+            i.analyzer(a)
+        return i
+
+
+@add_metaclass(AsyncIndexMeta)
+class AsyncDocument(ObjectBase):
+    """
+    Model-like class for persisting documents in opensearch.
+    """
+
+    @classmethod
+    def _matches(cls: Any, hit: Any) -> bool:
+        if cls._index._name is None:
+            return True
+        return fnmatch(hit.get("_index", ""), cls._index._name)
+
+    @classmethod
+    def _get_using(cls: Any, using: Any = None) -> Any:
+        return using or cls._index._using
+
+    @classmethod
+    async def _get_connection(cls, using: Optional[AsyncOpenSearch] = None) -> Any:
+        return await get_connection(cls._get_using(using))
+
+    @classmethod
+    def _default_index(cls: Any, index: Any = None) -> Any:
+        return index or cls._index._name
+
+    @classmethod
+    async def init(
+        cls: Any, index: Optional[str] = None, using: Optional[AsyncOpenSearch] = None
+    ) -> None:
+        """
+        Create the index and populate the mappings in opensearch.
+        """
+        i = cls._index
+        if index:
+            i = i.clone(name=index)
+        await i.save(using=using)
+
+    def _get_index(
+        self, index: Optional[str] = None, required: Optional[bool] = True
+    ) -> Any:
+        if index is None:
+            index = getattr(self.meta, "index", None)
+        if index is None:
+            index = getattr(self._index, "_name", None)
+        if index is None and required:
+            raise ValidationException("No index")
+        if index and "*" in index:
+            raise ValidationException("You cannot write to a wildcard index.")
+        return index
+
+    def __repr__(self) -> str:
+        return "{}({})".format(
+            self.__class__.__name__,
+            ", ".join(
+                "{}={!r}".format(key, getattr(self.meta, key))
+                for key in ("index", "id")
+                if key in self.meta
+            ),
+        )
+
+    @classmethod
+    def search(cls, using: Any = None, index: Any = None) -> AsyncSearch:
+        """
+        Create an :class:`~opensearchpy.AsyncSearch` instance that will search
+        over this ``Document``.
+        """
+        return AsyncSearch(
+            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
+        )
+
+    @classmethod
+    async def get(  # type: ignore
+        cls,
+        id: Any,
+        using: Any = None,
+        index: Any = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to be retrieved
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.get`` unchanged.
+        """
+        opensearch = await cls._get_connection(using)
+        doc = await opensearch.get(index=cls._default_index(index), id=id, **kwargs)
+        if not doc.get("found", False):
+            return None
+        return cls.from_opensearch(doc)
+
+    @classmethod
+    async def exists(
+        cls,
+        id: str,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        check if exists a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to check if exists
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.exists`` unchanged.
+        """
+        opensearch = await cls._get_connection(using)
+        return await opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
+
+    @classmethod
+    async def mget(
+        cls,
+        docs: Any,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        raise_on_error: Optional[bool] = True,
+        missing: Optional[str] = "none",
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve multiple document by their ``id``'s. Returns a list of instances
+        in the same order as requested.
+
+        :arg docs: list of ``id``'s of the documents to be retrieved or a list
+            of document specifications as per
+            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg missing: what to do when one of the documents requested is not
+            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
+            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.mget`` unchanged.
+        """
+        if missing not in ("raise", "skip", "none"):
+            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
+        opensearch = await cls._get_connection(using)
+        body = {
+            "docs": [
+                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
+                for doc in docs
+            ]
+        }
+        results = await opensearch.mget(body, index=cls._default_index(index), **kwargs)
+
+        objs: Any = []
+        error_docs: Any = []
+        missing_docs: Any = []
+        for doc in results["docs"]:
+            if doc.get("found"):
+                if error_docs or missing_docs:
+                    # We're going to raise an exception anyway, so avoid an
+                    # expensive call to cls.from_opensearch().
+                    continue
+
+                objs.append(cls.from_opensearch(doc))
+
+            elif doc.get("error"):
+                if raise_on_error:
+                    error_docs.append(doc)
+                if missing == "none":
+                    objs.append(None)
+
+            # The doc didn't cause an error, but the doc also wasn't found.
+            elif missing == "raise":
+                missing_docs.append(doc)
+            elif missing == "none":
+                objs.append(None)
+
+        if error_docs:
+            error_ids = [doc["_id"] for doc in error_docs]
+            message = "Required routing not provided for documents %s."
+            message %= ", ".join(error_ids)
+            raise RequestError(400, message, error_docs)
+        if missing_docs:
+            missing_ids = [doc["_id"] for doc in missing_docs]
+            message = "Documents %s not found." % ", ".join(missing_ids)
+            raise NotFoundError(404, message, {"docs": missing_docs})
+        return objs
+
+    async def delete(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Delete the instance in opensearch.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.delete`` unchanged.
+        """
+        opensearch = await self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        await opensearch.delete(index=self._get_index(index), **doc_meta)
+
+    def to_dict(  # type: ignore
+        self, include_meta: Optional[bool] = False, skip_empty: Optional[bool] = True
+    ) -> Any:
+        """
+        Serialize the instance into a dictionary so that it can be saved in opensearch.
+
+        :arg include_meta: if set to ``True`` will include all the metadata
+            (``_index``, ``_id`` etc). Otherwise just the document's
+            data is serialized.
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        """
+        d = super(AsyncDocument, self).to_dict(skip_empty)
+        if not include_meta:
+            return d
+
+        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # in case of to_dict include the index unlike save/update/delete
+        index = self._get_index(required=False)
+        if index is not None:
+            meta["_index"] = index
+
+        meta["_source"] = d
+        return meta
+
+    async def update(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        detect_noop: Optional[bool] = True,
+        doc_as_upsert: Optional[bool] = False,
+        refresh: Optional[bool] = False,
+        retry_on_conflict: Optional[bool] = None,
+        script: Any = None,
+        script_id: Optional[str] = None,
+        scripted_upsert: Optional[bool] = False,
+        upsert: Optional[bool] = None,
+        return_doc_meta: Optional[bool] = False,
+        **fields: Any,
+    ) -> Any:
+        """
+        Partial update of the document, specify fields you wish to update and
+        both the instance and the document in opensearch will be updated::
+
+            doc = MyDocument(title='Document Title!')
+            doc.save()
+            doc.update(title='New Document Title!')
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg detect_noop: Set to ``False`` to disable noop detection.
+        :arg refresh: Control when the changes made by this request are visible
+            to search. Set to ``True`` for immediate effect.
+        :arg retry_on_conflict: In between the get and indexing phases of the
+            update, it is possible that another process might have already
+            updated the same document. By default, the update will fail with a
+            version conflict exception. The retry_on_conflict parameter
+            controls how many times to retry the update before finally throwing
+            an exception.
+        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
+            doc, setting doc_as_upsert to true will use the contents of doc as
+            the upsert value
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            index API call instead of only the operation result
+
+        :return operation result noop/updated
+        """
+        body: Any = {
+            "doc_as_upsert": doc_as_upsert,
+            "detect_noop": detect_noop,
+        }
+
+        # scripted update
+        if script or script_id:
+            if upsert is not None:
+                body["upsert"] = upsert
+
+            if script:
+                script = {"source": script}
+            else:
+                script = {"id": script_id}
+
+            script["params"] = fields
+
+            body["script"] = script
+            body["scripted_upsert"] = scripted_upsert
+
+        # partial document update
+        else:
+            if not fields:
+                raise IllegalOperation(
+                    "You cannot call update() without updating individual fields or a script. "
+                    "If you wish to update the entire object use save()."
+                )
+
+            # update given fields locally
+            merge(self, fields)
+
+            # prepare data for OpenSearch
+            values = self.to_dict()
+
+            # if fields were given: partial update
+            body["doc"] = {k: values.get(k) for k in fields.keys()}
+
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        if retry_on_conflict is not None:
+            doc_meta["retry_on_conflict"] = retry_on_conflict
+
+        # Optimistic concurrency control
+        if (
+            retry_on_conflict in (None, 0)
+            and "seq_no" in self.meta
+            and "primary_term" in self.meta
+        ):
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        meta = await (await self._get_connection(using)).update(
+            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
+
+    async def save(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        validate: Optional[bool] = True,
+        skip_empty: Optional[bool] = True,
+        return_doc_meta: Optional[bool] = False,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Save the document into opensearch. If the document doesn't exist it
+        is created, it is overwritten otherwise. Returns ``True`` if this
+        operations resulted in new document being created.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg validate: set to ``False`` to skip validating the document
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            update API call instead of only the operation result
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.index`` unchanged.
+
+        :return operation result created/updated
+        """
+        if validate:
+            self.full_clean()
+
+        opensearch = await self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        meta = await opensearch.index(
+            index=self._get_index(index),
+            body=self.to_dict(skip_empty=skip_empty),
+            **doc_meta,
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
new file mode 100644
index 000000000..2b0501d98
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
@@ -0,0 +1,202 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from six import iteritems, itervalues
+
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy.helpers.faceted_search import FacetedResponse
+from opensearchpy.helpers.query import MatchAll
+
+
+class AsyncFacetedSearch(object):
+    """
+    Abstraction for creating faceted navigation searches that takes care of
+    composing the queries, aggregations and filters as needed as well as
+    presenting the results in an easy-to-consume fashion::
+
+        class BlogSearch(AsyncFacetedSearch):
+            index = 'blogs'
+            doc_types = [Blog, Post]
+            fields = ['title^5', 'category', 'description', 'body']
+
+            facets = {
+                'type': TermsFacet(field='_type'),
+                'category': TermsFacet(field='category'),
+                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
+            }
+
+            def search(self):
+                ' Override search to add your own filters '
+                s = super(BlogSearch, self).search()
+                return s.filter('term', published=True)
+
+        # when using:
+        blog_search = BlogSearch("web framework", filters={"category": "python"})
+
+        # supports pagination
+        blog_search[10:20]
+
+        response = await blog_search.execute()
+
+        # easy access to aggregation results:
+        for category, hit_count, is_selected in response.facets.category:
+            print(
+                "Category %s has %d hits%s." % (
+                    category,
+                    hit_count,
+                    ' and is chosen' if is_selected else ''
+                )
+            )
+
+    """
+
+    index: Any = None
+    doc_types: Any = None
+    fields: Any = None
+    facets: Any = {}
+    using: str = "default"
+
+    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
+        """
+        :arg query: the text to search for
+        :arg filters: facet values to filter
+        :arg sort: sort information to be passed to :class:`~opensearchpy.AsyncSearch`
+        """
+        self._query = query
+        self._filters: Any = {}
+        self._sort = sort
+        self.filter_values: Any = {}
+        for name, value in iteritems(filters):
+            self.add_filter(name, value)
+
+        self._s = self.build_search()
+
+    async def count(self) -> Any:
+        return await self._s.count()
+
+    def __getitem__(self, k: Any) -> Any:
+        self._s = self._s[k]
+        return self
+
+    def __iter__(self) -> Any:
+        return iter(self._s)
+
+    def add_filter(self, name: Any, filter_values: Any) -> None:
+        """
+        Add a filter for a facet.
+        """
+        # normalize the value into a list
+        if not isinstance(filter_values, (tuple, list)):
+            if filter_values is None:
+                return
+            filter_values = [
+                filter_values,
+            ]
+
+        # remember the filter values for use in FacetedResponse
+        self.filter_values[name] = filter_values
+
+        # get the filter from the facet
+        f = self.facets[name].add_filter(filter_values)
+        if f is None:
+            return
+
+        self._filters[name] = f
+
+    def search(self) -> Any:
+        """
+        Returns the base Search object to which the facets are added.
+
+        You can customize the query by overriding this method and returning a
+        modified search object.
+        """
+        s = AsyncSearch(doc_type=self.doc_types, index=self.index, using=self.using)
+        return s.response_class(FacetedResponse)
+
+    def query(self, search: Any, query: Any) -> Any:
+        """
+        Add query part to ``search``.
+
+        Override this if you wish to customize the query used.
+        """
+        if query:
+            if self.fields:
+                return search.query("multi_match", fields=self.fields, query=query)
+            else:
+                return search.query("multi_match", query=query)
+        return search
+
+    def aggregate(self, search: Any) -> Any:
+        """
+        Add aggregations representing the facets selected, including potential
+        filters.
+        """
+        for f, facet in iteritems(self.facets):
+            agg = facet.get_aggregation()
+            agg_filter = MatchAll()
+            for field, filter in iteritems(self._filters):
+                if f == field:
+                    continue
+                agg_filter &= filter
+            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
+                f, agg
+            )
+
+    def filter(self, search: Any) -> Any:
+        """
+        Add a ``post_filter`` to the search request narrowing the results based
+        on the facet filters.
+        """
+        if not self._filters:
+            return search
+
+        post_filter = MatchAll()
+        for f in itervalues(self._filters):
+            post_filter &= f
+        return search.post_filter(post_filter)
+
+    def highlight(self, search: Any) -> Any:
+        """
+        Add highlighting for all the fields
+        """
+        return search.highlight(
+            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
+        )
+
+    def sort(self, search: Any) -> Any:
+        """
+        Add sorting information to the request.
+        """
+        if self._sort:
+            search = search.sort(*self._sort)
+        return search
+
+    def build_search(self) -> Any:
+        """
+        Construct the ``AsyncSearch`` object.
+        """
+        s = self.search()
+        s = self.query(s, self._query)
+        s = self.filter(s)
+        if self.fields:
+            s = self.highlight(s)
+        s = self.sort(s)
+        self.aggregate(s)
+        return s
+
+    async def execute(self) -> Any:
+        """
+        Execute the search and return the response.
+        """
+        r = await self._s.execute()
+        r._faceted_search = self
+        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
new file mode 100644
index 000000000..e7b337485
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
@@ -0,0 +1,663 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from opensearchpy._async.helpers.mapping import AsyncMapping
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy._async.helpers.update_by_query import AsyncUpdateByQuery
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import IllegalOperation
+from opensearchpy.helpers import analysis
+from opensearchpy.helpers.utils import merge
+
+
+class AsyncIndexTemplate(object):
+    def __init__(
+        self,
+        name: Any,
+        template: Any,
+        index: Any = None,
+        order: Any = None,
+        **kwargs: Any
+    ) -> None:
+        if index is None:
+            self._index = AsyncIndex(template, **kwargs)
+        else:
+            if kwargs:
+                raise ValueError(
+                    "You cannot specify options for Index when"
+                    " passing an Index instance."
+                )
+            self._index = index.clone()
+            self._index._name = template
+        self._template_name = name
+        self.order = order
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._index, attr_name)
+
+    def to_dict(self) -> Any:
+        d = self._index.to_dict()
+        d["index_patterns"] = [self._index._name]
+        if self.order is not None:
+            d["order"] = self.order
+        return d
+
+    async def save(self, using: Any = None) -> Any:
+        opensearch = await get_connection(using or self._index._using)
+        return await opensearch.indices.put_template(
+            name=self._template_name, body=self.to_dict()
+        )
+
+
+class AsyncIndex(object):
+    def __init__(self, name: Any, using: Any = "default") -> None:
+        """
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        self._name = name
+        self._doc_types: Any = []
+        self._using = using
+        self._settings: Any = {}
+        self._aliases: Any = {}
+        self._analysis: Any = {}
+        self._mapping: Any = None
+
+    def get_or_create_mapping(self) -> Any:
+        if self._mapping is None:
+            self._mapping = AsyncMapping()
+        return self._mapping
+
+    def as_template(
+        self, template_name: Any, pattern: Any = None, order: Any = None
+    ) -> Any:
+        # TODO: should we allow pattern to be a top-level arg?
+        # or maybe have an IndexPattern that allows for it and have
+        # AsyncDocument._index be that?
+        return AsyncIndexTemplate(
+            template_name, pattern or self._name, index=self, order=order
+        )
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
+            if field is not None:
+                return nested, field
+        if self._mapping:
+            return self._mapping.resolve_nested(field_path)
+        return (), None
+
+    def resolve_field(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            field = doc._doc_type.mapping.resolve_field(field_path)
+            if field is not None:
+                return field
+        if self._mapping:
+            return self._mapping.resolve_field(field_path)
+        return None
+
+    async def load_mappings(self, using: Any = None) -> None:
+        await self.get_or_create_mapping().update_from_opensearch(
+            self._name, using=using or self._using
+        )
+
+    def clone(self, name: Any = None, using: Any = None) -> Any:
+        """
+        Create a copy of the instance with another name or connection alias.
+        Useful for creating multiple indices with shared configuration::
+
+            i = AsyncIndex('base-index')
+            i.settings(number_of_shards=1)
+            await i.create()
+
+            i2 = i.clone('other-index')
+            await i2.create()
+
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        i = AsyncIndex(name or self._name, using=using or self._using)
+        i._settings = self._settings.copy()
+        i._aliases = self._aliases.copy()
+        i._analysis = self._analysis.copy()
+        i._doc_types = self._doc_types[:]
+        if self._mapping is not None:
+            i._mapping = self._mapping._clone()
+        return i
+
+    async def _get_connection(self, using: Any = None) -> Any:
+        if self._name is None:
+            raise ValueError("You cannot perform API calls on the default index.")
+        return await get_connection(using or self._using)
+
+    connection = property(_get_connection)
+
+    def mapping(self, mapping: Any) -> None:
+        """
+        Associate a mapping (an instance of
+        :class:`~opensearchpy.AsyncMapping`) with this index.
+        This means that, when this index is created, it will contain the
+        mappings for the document type defined by those mappings.
+        """
+        self.get_or_create_mapping().update(mapping)
+
+    def document(self, document: Any) -> Any:
+        """
+        Associate a :class:`~opensearchpy.AsyncDocument` subclass with an index.
+        This means that, when this index is created, it will contain the
+        mappings for the ``AsyncDocument``. If the ``AsyncDocument`` class doesn't have a
+        default index yet (by defining ``class AsyncIndex``), this instance will be
+        used. Can be used as a decorator::
+
+            i = AsyncIndex('blog')
+
+            @i.document
+            class Post(AsyncDocument):
+                title = Text()
+
+            # create the index, including Post mappings
+            await i.create()
+
+            # .search() will now return a AsyncSearch object that will return
+            # properly deserialized Post instances
+            s = i.search()
+        """
+        self._doc_types.append(document)
+
+        # If the document index does not have any name, that means the user
+        # did not set any index already to the document.
+        # So set this index as document index
+        if document._index._name is None:
+            document._index = self
+
+        return document
+
+    def settings(self, **kwargs: Any) -> "AsyncIndex":
+        """
+        Add settings to the index::
+
+            i = AsyncIndex('i')
+            i.settings(number_of_shards=1, number_of_replicas=0)
+
+        Multiple calls to ``settings`` will merge the keys, later overriding
+        the earlier.
+        """
+        self._settings.update(kwargs)
+        return self
+
+    def aliases(self, **kwargs: Any) -> "AsyncIndex":
+        """
+        Add aliases to the index definition::
+
+            i = AsyncIndex('blog-v2')
+            i.aliases(blog={}, published={'filter': Q('term', published=True)})
+        """
+        self._aliases.update(kwargs)
+        return self
+
+    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
+        """
+        Explicitly add an analyzer to an index. Note that all custom analyzers
+        defined in mappings will also be created. This is useful for search analyzers.
+
+        Example::
+
+            from opensearchpy import analyzer, tokenizer
+
+            my_analyzer = analyzer('my_analyzer',
+                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
+                filter=['lowercase']
+            )
+
+            i = AsyncIndex('blog')
+            i.analyzer(my_analyzer)
+
+        """
+        analyzer = analysis.analyzer(*args, **kwargs)
+        d = analyzer.get_analysis_definition()
+        # empty custom analyzer, probably already defined out of our control
+        if not d:
+            return
+
+        # merge the definition
+        merge(self._analysis, d, True)
+
+    def to_dict(self) -> Any:
+        out = {}
+        if self._settings:
+            out["settings"] = self._settings
+        if self._aliases:
+            out["aliases"] = self._aliases
+        mappings: Any = self._mapping.to_dict() if self._mapping else {}
+        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
+        for d in self._doc_types:
+            mapping = d._doc_type.mapping
+            merge(mappings, mapping.to_dict(), True)
+            merge(analysis, mapping._collect_analysis(), True)
+        if mappings:
+            out["mappings"] = mappings
+        if analysis or self._analysis:
+            merge(analysis, self._analysis)
+            out.setdefault("settings", {})["analysis"] = analysis
+        return out
+
+    def search(self, using: Any = None) -> Any:
+        """
+        Return a :class:`~opensearchpy.AsyncSearch` object searching over the
+        index (or all the indices belonging to this template) and its
+        ``Document``\\s.
+        """
+        return AsyncSearch(
+            using=using or self._using, index=self._name, doc_type=self._doc_types
+        )
+
+    def updateByQuery(self, using: Any = None) -> Any:  # pylint: disable=invalid-name
+        """
+        Return a :class:`~opensearchpy.AsyncUpdateByQuery` object searching over the index
+        (or all the indices belonging to this template) and updating Documents that match
+        the search criteria.
+
+        For more information, see here:
+        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
+        """
+        return AsyncUpdateByQuery(
+            using=using or self._using,
+            index=self._name,
+        )
+
+    async def create(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Creates the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.create`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.create(
+            index=self._name, body=self.to_dict(), **kwargs
+        )
+
+    async def is_closed(self, using: Any = None) -> Any:
+        state = await (await self._get_connection(using)).cluster.state(
+            index=self._name, metric="metadata"
+        )
+        return state["metadata"]["indices"][self._name]["state"] == "close"
+
+    async def save(self, using: Any = None) -> Any:
+        """
+        Sync the index definition with opensearch, creating the index if it
+        doesn't exist and updating its settings and mappings if it does.
+
+        Note some settings and mapping changes cannot be done on an open
+        index (or at all on an existing index) and for those this method will
+        fail with the underlying exception.
+        """
+        if not await self.exists(using=using):
+            return await self.create(using=using)
+
+        body = self.to_dict()
+        settings = body.pop("settings", {})
+        analysis = settings.pop("analysis", None)
+        current_settings = (await self.get_settings(using=using))[self._name][
+            "settings"
+        ]["index"]
+        if analysis:
+            if await self.is_closed(using=using):
+                # closed index, update away
+                settings["analysis"] = analysis
+            else:
+                # compare analysis definition, if all analysis objects are
+                # already defined as requested, skip analysis update and
+                # proceed, otherwise raise IllegalOperation
+                existing_analysis = current_settings.get("analysis", {})
+                if any(
+                    existing_analysis.get(section, {}).get(k, None)
+                    != analysis[section][k]
+                    for section in analysis
+                    for k in analysis[section]
+                ):
+                    raise IllegalOperation(
+                        "You cannot update analysis configuration on an open index, "
+                        "you need to close index %s first." % self._name
+                    )
+
+        # try and update the settings
+        if settings:
+            settings = settings.copy()
+            for k, v in list(settings.items()):
+                if k in current_settings and current_settings[k] == str(v):
+                    del settings[k]
+
+            if settings:
+                await self.put_settings(using=using, body=settings)
+
+        # update the mappings, any conflict in the mappings will result in an
+        # exception
+        mappings = body.pop("mappings", {})
+        if mappings:
+            await self.put_mapping(using=using, body=mappings)
+
+    async def analyze(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Perform the analysis process on a text and return the tokens breakdown
+        of the text.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.analyze`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.analyze(
+            index=self._name, **kwargs
+        )
+
+    async def refresh(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Performs a refresh operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.refresh`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.refresh(
+            index=self._name, **kwargs
+        )
+
+    async def flush(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Performs a flush operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.flush`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.flush(
+            index=self._name, **kwargs
+        )
+
+    async def get(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The get index API allows to retrieve information about the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get(
+            index=self._name, **kwargs
+        )
+
+    async def open(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Opens the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.open`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.open(
+            index=self._name, **kwargs
+        )
+
+    async def close(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Closes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.close`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.close(
+            index=self._name, **kwargs
+        )
+
+    async def delete(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Deletes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.delete`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.delete(
+            index=self._name, **kwargs
+        )
+
+    async def exists(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Returns ``True`` if the index already exists in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.exists`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.exists(
+            index=self._name, **kwargs
+        )
+
+    async def put_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Register specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def get_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def get_field_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve mapping definition of a specific field.
+
+        Any additional keyword arguments will be passed to
+        ``Async OpenSearch.indices.get_field_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_field_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def put_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Create an alias for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_alias(
+            index=self._name, **kwargs
+        )
+
+    async def exists_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Return a boolean indicating whether given alias exists for this index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.exists_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.exists_alias(
+            index=self._name, **kwargs
+        )
+
+    async def get_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve a specified alias.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_alias(
+            index=self._name, **kwargs
+        )
+
+    async def delete_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Delete specific alias.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.delete_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.delete_alias(
+            index=self._name, **kwargs
+        )
+
+    async def get_settings(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve settings for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_settings`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_settings(
+            index=self._name, **kwargs
+        )
+
+    async def put_settings(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Change specific index level settings in real time.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_settings`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_settings(
+            index=self._name, **kwargs
+        )
+
+    async def stats(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve statistics on different operations happening on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.stats`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.stats(
+            index=self._name, **kwargs
+        )
+
+    async def segments(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Provide low level segments information that a Lucene index (shard
+        level) is built with.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.segments`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.segments(
+            index=self._name, **kwargs
+        )
+
+    async def validate_query(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Validate a potentially expensive query without executing it.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.validate_query`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.validate_query(
+            index=self._name, **kwargs
+        )
+
+    async def clear_cache(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Clear all caches or specific cached associated with the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.clear_cache`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.clear_cache(
+            index=self._name, **kwargs
+        )
+
+    async def recovery(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The indices recovery API provides insight into on-going shard
+        recoveries for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.recovery`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.recovery(
+            index=self._name, **kwargs
+        )
+
+    async def upgrade(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Upgrade the index to the latest format.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.upgrade`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.upgrade(
+            index=self._name, **kwargs
+        )
+
+    async def get_upgrade(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Monitor how much of the index is upgraded.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_upgrade`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_upgrade(
+            index=self._name, **kwargs
+        )
+
+    async def shard_stores(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Provides store information for shard copies of the index. Store
+        information reports on which nodes shard copies exist, the shard copy
+        version, indicating how recent they are, and any exceptions encountered
+        while opening the shard index or from earlier engine failure.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.shard_stores`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.shard_stores(
+            index=self._name, **kwargs
+        )
+
+    async def forcemerge(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The force merge API allows to force merging of the index through an
+        API. The merge relates to the number of segments a Lucene index holds
+        within each shard. The force merge operation allows to reduce the
+        number of segments by merging them.
+
+        This call will block until the merge is complete. If the http
+        connection is lost, the request will continue in the background, and
+        any new requests will block until the previous force merge is complete.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.forcemerge`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.forcemerge(
+            index=self._name, **kwargs
+        )
+
+    async def shrink(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The shrink index API allows you to shrink an existing index into a new
+        index with fewer primary shards. The number of primary shards in the
+        target index must be a factor of the shards in the source index. For
+        example an index with 8 primary shards can be shrunk into 4, 2 or 1
+        primary shards or an index with 15 primary shards can be shrunk into 5,
+        3 or 1. If the number of shards in the index is a prime number it can
+        only be shrunk into a single primary shard. Before shrinking, a
+        (primary or replica) copy of every shard in the index must be present
+        on the same node.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.shrink`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.shrink(
+            index=self._name, **kwargs
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
new file mode 100644
index 000000000..93f04f055
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
@@ -0,0 +1,169 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any
+
+from six import iteritems
+
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.helpers.field import Nested, Text
+from opensearchpy.helpers.mapping import META_FIELDS, Properties
+
+
+class AsyncMapping(object):
+    _meta: Any
+    properties: Properties
+
+    def __init__(self) -> None:
+        self.properties = Properties()
+        self._meta = {}
+
+    def __repr__(self) -> str:
+        return "Mapping()"
+
+    def _clone(self) -> Any:
+        m = AsyncMapping()
+        m.properties._params = self.properties._params.copy()
+        return m
+
+    @classmethod
+    async def from_opensearch(cls, index: Any, using: str = "default") -> Any:
+        m = cls()
+        await m.update_from_opensearch(index, using)
+        return m
+
+    def resolve_nested(self, field_path: str) -> Any:
+        field = self
+        nested = []
+        parts = field_path.split(".")
+        for i, step in enumerate(parts):
+            try:
+                field = field[step]
+            except KeyError:
+                return (), None
+            if isinstance(field, Nested):
+                nested.append(".".join(parts[: i + 1]))
+        return nested, field
+
+    def resolve_field(self, field_path: Any) -> Any:
+        field = self
+        for step in field_path.split("."):
+            try:
+                field = field[step]
+            except KeyError:
+                return None
+        return field
+
+    def _collect_analysis(self) -> Any:
+        analysis: Any = {}
+        fields: Any = []
+        if "_all" in self._meta:
+            fields.append(Text(**self._meta["_all"]))
+
+        for f in chain(fields, self.properties._collect_fields()):
+            for analyzer_name in (
+                "analyzer",
+                "normalizer",
+                "search_analyzer",
+                "search_quote_analyzer",
+            ):
+                if not hasattr(f, analyzer_name):
+                    continue
+                analyzer = getattr(f, analyzer_name)
+                d = analyzer.get_analysis_definition()
+                # empty custom analyzer, probably already defined out of our control
+                if not d:
+                    continue
+
+                # merge the definition
+                # TODO: conflict detection/resolution
+                for key in d:
+                    analysis.setdefault(key, {}).update(d[key])
+
+        return analysis
+
+    async def save(self, index: Any, using: str = "default") -> Any:
+        from opensearchpy._async.helpers.index import AsyncIndex
+
+        index = AsyncIndex(index, using=using)
+        index.mapping(self)
+        return await index.save()
+
+    async def update_from_opensearch(self, index: Any, using: str = "default") -> None:
+        opensearch = await get_connection(using)
+        raw = await opensearch.indices.get_mapping(index=index)
+        _, raw = raw.popitem()
+        self._update_from_dict(raw["mappings"])
+
+    def _update_from_dict(self, raw: Any) -> None:
+        for name, definition in iteritems(raw.get("properties", {})):
+            self.field(name, definition)
+
+        # metadata like _all etc
+        for name, value in iteritems(raw):
+            if name != "properties":
+                if isinstance(value, collections_abc.Mapping):
+                    self.meta(name, **value)
+                else:
+                    self.meta(name, value)
+
+    def update(self, mapping: Any, update_only: bool = False) -> None:
+        for name in mapping:
+            if update_only and name in self:
+                # nested and inner objects, merge recursively
+                if hasattr(self[name], "update"):
+                    # FIXME only merge subfields, not the settings
+                    self[name].update(mapping[name], update_only)
+                continue
+            self.field(name, mapping[name])
+
+        if update_only:
+            for name in mapping._meta:
+                if name not in self._meta:
+                    self._meta[name] = mapping._meta[name]
+        else:
+            self._meta.update(mapping._meta)
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self.properties.properties
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties.properties[name]
+
+    def __iter__(self) -> Any:
+        return iter(self.properties.properties)
+
+    def field(self, *args: Any, **kwargs: Any) -> "AsyncMapping":
+        self.properties.field(*args, **kwargs)
+        return self
+
+    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "AsyncMapping":
+        if not name.startswith("_") and name not in META_FIELDS:
+            name = "_" + name
+
+        if params and kwargs:
+            raise ValueError("Meta configs cannot have both value and a dictionary.")
+
+        self._meta[name] = kwargs if params is None else params
+        return self
+
+    def to_dict(self) -> Any:
+        meta = self._meta
+
+        # hard coded serialization of analyzers in _all
+        if "_all" in meta:
+            meta = meta.copy()
+            _all = meta["_all"] = meta["_all"].copy()
+            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
+                if hasattr(_all.get(f, None), "to_dict"):
+                    _all[f] = _all[f].to_dict()
+        meta.update(self.properties.to_dict())
+        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
new file mode 100644
index 000000000..7f09ba7f3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
@@ -0,0 +1,537 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import copy
+from typing import Any, Sequence
+
+from six import iteritems, string_types
+
+from opensearchpy._async.helpers.actions import aiter, async_scan
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import IllegalOperation, TransportError
+from opensearchpy.helpers.aggs import A
+from opensearchpy.helpers.query import Bool, Q
+from opensearchpy.helpers.response import Response
+from opensearchpy.helpers.search import AggsProxy, ProxyDescriptor, QueryProxy, Request
+from opensearchpy.helpers.utils import AttrDict, recursive_to_dict
+
+
+class AsyncSearch(Request):
+    query = ProxyDescriptor("query")
+    post_filter = ProxyDescriptor("post_filter")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Search request to opensearch.
+
+        :arg using: `AsyncOpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+        """
+        super(AsyncSearch, self).__init__(**kwargs)
+
+        self.aggs = AggsProxy(self)
+        self._sort: Sequence[Any] = []
+        self._source: Any = None
+        self._highlight: Any = {}
+        self._highlight_opts: Any = {}
+        self._suggest: Any = {}
+        self._script_fields: Any = {}
+        self._response_class: Any = Response
+
+        self._query_proxy = QueryProxy(self, "query")
+        self._post_filter_proxy = QueryProxy(self, "post_filter")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    def __getitem__(self, n: Any) -> Any:
+        """
+        Support slicing the `AsyncSearch` instance for pagination.
+
+        Slicing equates to the from/size parameters. E.g.::
+
+            s = AsyncSearch().query(...)[0:25]
+
+        is equivalent to::
+
+            s = AsyncSearch().query(...).extra(from_=0, size=25)
+
+        """
+        s = self._clone()
+
+        if isinstance(n, slice):
+            # If negative slicing, abort.
+            if n.start and n.start < 0 or n.stop and n.stop < 0:
+                raise ValueError("AsyncSearch does not support negative slicing.")
+            # OpenSearch won't get all results so we default to size: 10 if
+            # stop not given.
+            s._extra["from"] = n.start or 0
+            s._extra["size"] = max(
+                0, n.stop - (n.start or 0) if n.stop is not None else 10
+            )
+            return s
+        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
+            # If negative index, abort.
+            if n < 0:
+                raise ValueError("AsyncSearch does not support negative indexing.")
+            s._extra["from"] = n
+            s._extra["size"] = 1
+            return s
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `AsyncSearch` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            s = AsyncSearch.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "aggs": {...}
+            })
+            s = s.filter('term', published=True)
+        """
+        s = cls()
+        s.update_from_dict(d)
+        return s
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        s = super(AsyncSearch, self)._clone()
+
+        s._response_class = self._response_class
+        s._sort = self._sort[:]
+        s._source = copy.copy(self._source) if self._source is not None else None
+        s._highlight = self._highlight.copy()
+        s._highlight_opts = self._highlight_opts.copy()
+        s._suggest = self._suggest.copy()
+        s._script_fields = self._script_fields.copy()
+        for x in ("query", "post_filter"):
+            getattr(s, x)._proxied = getattr(self, x)._proxied
+
+        # copy top-level bucket definitions
+        if self.aggs._params.get("aggs"):
+            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
+        return s
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        s = self._clone()
+        s._response_class = cls
+        return s
+
+    def update_from_dict(self, d: Any) -> "AsyncSearch":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "post_filter" in d:
+            self.post_filter._proxied = Q(d.pop("post_filter"))
+
+        aggs = d.pop("aggs", d.pop("aggregations", {}))
+        if aggs:
+            self.aggs._params = {
+                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
+            }
+        if "sort" in d:
+            self._sort = d.pop("sort")
+        if "_source" in d:
+            self._source = d.pop("_source")
+        if "highlight" in d:
+            high = d.pop("highlight").copy()
+            self._highlight = high.pop("fields")
+            self._highlight_opts = high
+        if "suggest" in d:
+            self._suggest = d.pop("suggest")
+            if "text" in self._suggest:
+                text = self._suggest.pop("text")
+                for s in self._suggest.values():
+                    s.setdefault("text", text)
+        if "script_fields" in d:
+            self._script_fields = d.pop("script_fields")
+        self._extra.update(d)
+        return self
+
+    def script_fields(self, **kwargs: Any) -> Any:
+        """
+        Define script fields to be calculated on hits.
+
+        Example::
+
+            s = AsyncSearch()
+            s = s.script_fields(times_two="doc['field'].value * 2")
+            s = s.script_fields(
+                times_three={
+                    'script': {
+                        'lang': 'painless',
+                        'source': "doc['field'].value * params.n",
+                        'params': {'n': 3}
+                    }
+                }
+            )
+
+        """
+        s = self._clone()
+        for name in kwargs:
+            if isinstance(kwargs[name], string_types):
+                kwargs[name] = {"script": kwargs[name]}
+        s._script_fields.update(kwargs)
+        return s
+
+    def source(self, fields: Any = None, **kwargs: Any) -> Any:
+        """
+        Selectively control how the _source field is returned.
+
+        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
+
+        If ``fields`` is None, the entire document will be returned for
+        each hit.  If fields is a dictionary with keys of 'includes' and/or
+        'excludes' the fields will be either included or excluded appropriately.
+
+        Calling this multiple times with the same named parameter will override the
+        previous values with the new ones.
+
+        Example::
+
+            s = AsyncSearch()
+            s = s.source(includes=['obj1.*'], excludes=["*.description"])
+
+            s = AsyncSearch()
+            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
+
+        """
+        s = self._clone()
+
+        if fields and kwargs:
+            raise ValueError("You cannot specify fields and kwargs at the same time.")
+
+        if fields is not None:
+            s._source = fields
+            return s
+
+        if kwargs and not isinstance(s._source, dict):
+            s._source = {}
+
+        for key, value in kwargs.items():
+            if value is None:
+                try:
+                    del s._source[key]
+                except KeyError:
+                    pass
+            else:
+                s._source[key] = value
+
+        return s
+
+    def sort(self, *keys: Any) -> Any:
+        """
+        Add sorting information to the search request. If called without
+        arguments it will remove all sort requirements. Otherwise it will
+        replace them. Acceptable arguments are::
+
+            'some.field'
+            '-some.other.field'
+            {'different.field': {'any': 'dict'}}
+
+        so for example::
+
+            s = AsyncSearch().sort(
+                'category',
+                '-title',
+                {"price" : {"order" : "asc", "mode" : "avg"}}
+            )
+
+        will sort by ``category``, ``title`` (in descending order) and
+        ``price`` in ascending order using the ``avg`` mode.
+
+        The API returns a copy of the AsyncSearch object and can thus be chained.
+        """
+        s = self._clone()
+        s._sort = []
+        for k in keys:
+            if isinstance(k, string_types) and k.startswith("-"):
+                if k[1:] == "_score":
+                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
+                k = {k[1:]: {"order": "desc"}}
+            s._sort.append(k)
+        return s
+
+    def highlight_options(self, **kwargs: Any) -> Any:
+        """
+        Update the global highlighting options used for this request. For
+        example::
+
+            s = AsyncSearch()
+            s = s.highlight_options(order='score')
+        """
+        s = self._clone()
+        s._highlight_opts.update(kwargs)
+        return s
+
+    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
+        """
+        Request highlighting of some fields. All keyword arguments passed in will be
+        used as parameters for all the fields in the ``fields`` parameter. Example::
+
+            AsyncSearch().highlight('title', 'body', fragment_size=50)
+
+        will produce the equivalent of::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 50},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        If you want to have different options for different fields
+        you can call ``highlight`` twice::
+
+            AsyncSearch().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
+
+        which will produce::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 100},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        """
+        s = self._clone()
+        for f in fields:
+            s._highlight[f] = kwargs
+        return s
+
+    def suggest(self, name: str, text: str, **kwargs: Any) -> Any:
+        """
+        Add a suggestions request to the search.
+
+        :arg name: name of the suggestion
+        :arg text: text to suggest on
+
+        All keyword arguments will be added to the suggestions body. For example::
+
+            s = AsyncSearch()
+            s = s.suggest('suggestion-1', 'AsyncOpenSearch', term={'field': 'body'})
+        """
+        s = self._clone()
+        s._suggest[name] = {"text": text}
+        s._suggest[name].update(kwargs)
+        return s
+
+    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request's body.
+
+        :arg count: a flag to specify if we are interested in a body for count -
+            no aggregations, no pagination bounds etc.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        # count request doesn't care for sorting and other things
+        if not count:
+            if self.post_filter:
+                d["post_filter"] = self.post_filter.to_dict()
+
+            if self.aggs.aggs:
+                d.update(self.aggs.to_dict())
+
+            if self._sort:
+                d["sort"] = self._sort
+
+            d.update(recursive_to_dict(self._extra))
+
+            if self._source not in (None, {}):
+                d["_source"] = self._source
+
+            if self._highlight:
+                d["highlight"] = {"fields": self._highlight}
+                d["highlight"].update(self._highlight_opts)
+
+            if self._suggest:
+                d["suggest"] = self._suggest
+
+            if self._script_fields:
+                d["script_fields"] = self._script_fields
+
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    async def count(self) -> Any:
+        """
+        Return the number of hits matching the query and filters. Note that
+        only the actual number is returned.
+        """
+        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
+            return self._response.hits.total.value
+
+        opensearch = await get_connection(self._using)
+
+        d = self.to_dict(count=True)
+        # TODO: failed shards detection
+        return (await opensearch.count(index=self._index, body=d, **self._params))[
+            "count"
+        ]
+
+    async def execute(self, ignore_cache: bool = False) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+
+        :arg ignore_cache: if set to ``True``, consecutive calls will hit
+            AsyncOpenSearch, while cached result will be ignored. Defaults to `False`
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = await get_connection(self._using)
+
+            self._response = self._response_class(
+                self,
+                await opensearch.search(
+                    index=self._index, body=self.to_dict(), **self._params
+                ),
+            )
+        return self._response
+
+    async def scan(self) -> Any:
+        """
+        Turn the search into a scan search and return a generator that will
+        iterate over all the documents matching the query.
+
+        Use ``params`` method to specify any additional arguments you with to
+        pass to the underlying ``async_scan`` helper from ``opensearchpy``
+
+        """
+        opensearch = await get_connection(self._using)
+
+        async for hit in aiter(
+            async_scan(
+                opensearch, query=self.to_dict(), index=self._index, **self._params
+            )
+        ):
+            yield self._get_result(hit)
+
+    async def delete(self) -> Any:
+        """
+        delete() executes the query by delegating to delete_by_query()
+        """
+
+        opensearch = await get_connection(self._using)
+
+        return AttrDict(
+            await opensearch.delete_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+        )
+
+
+class AsyncMultiSearch(Request):
+    """
+    Combine multiple :class:`~opensearchpy.AsyncSearch` objects into a single
+    request.
+    """
+
+    def __init__(self, **kwargs: Any) -> None:
+        super(AsyncMultiSearch, self).__init__(**kwargs)
+        self._searches: Any = []
+
+    def __getitem__(self, key: Any) -> Any:
+        return self._searches[key]
+
+    def __iter__(self) -> Any:
+        return iter(self._searches)
+
+    def _clone(self) -> Any:
+        ms = super(AsyncMultiSearch, self)._clone()
+        ms._searches = self._searches[:]
+        return ms
+
+    def add(self, search: Any) -> Any:
+        """
+        Adds a new :class:`~opensearchpy.AsyncSearch` object to the request::
+
+            ms = AsyncMultiSearch(index='my-index')
+            ms = ms.add(AsyncSearch(doc_type=Category).filter('term', category='python'))
+            ms = ms.add(AsyncSearch(doc_type=Blog))
+        """
+        ms = self._clone()
+        ms._searches.append(search)
+        return ms
+
+    def to_dict(self) -> Any:
+        out = []
+        for s in self._searches:
+            meta = {}
+            if s._index:
+                meta["index"] = s._index
+            meta.update(s._params)
+
+            out.append(meta)
+            out.append(s.to_dict())
+
+        return out
+
+    async def execute(
+        self, ignore_cache: bool = False, raise_on_error: bool = True
+    ) -> Any:
+        """
+        Execute the multi search request and return a list of search results.
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = await get_connection(self._using)
+
+            responses = await opensearch.msearch(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+
+            out = []
+            for s, r in zip(self._searches, responses["responses"]):
+                if r.get("error", False):
+                    if raise_on_error:
+                        raise TransportError("N/A", r["error"]["type"], r["error"])
+                    r = None
+                else:
+                    r = Response(s, r)
+                out.append(r)
+
+            self._response = out
+
+        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
new file mode 100644
index 000000000..455a2781e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
@@ -0,0 +1,43 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import os
+import time
+from typing import Any
+from unittest import SkipTest
+
+from opensearchpy import AsyncOpenSearch
+from opensearchpy.exceptions import ConnectionError
+
+OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
+
+
+async def get_test_client(nowait: bool = False, **kwargs: Any) -> Any:
+    # construct kwargs from the environment
+    kw = {"timeout": 30}
+
+    from opensearchpy import AsyncConnection
+
+    async_connection = AsyncConnection()
+    if hasattr(async_connection, "AIOHttpConnection"):
+        kw["connection_class"] = getattr(async_connection, "AIOHttpConnection")
+
+    kw.update(kwargs)
+    client = AsyncOpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
+
+    # wait for yellow status
+    for _ in range(1 if nowait else 100):
+        try:
+            await client.cluster.health(wait_for_status="yellow")
+            return client
+        except ConnectionError:
+            time.sleep(0.1)
+    else:
+        # timeout
+        raise SkipTest("OpenSearch failed to start.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
new file mode 100644
index 000000000..7ea3b9062
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
@@ -0,0 +1,153 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.helpers.query import Bool, Q
+from opensearchpy.helpers.response import UpdateByQueryResponse
+from opensearchpy.helpers.search import ProxyDescriptor, QueryProxy, Request
+from opensearchpy.helpers.utils import recursive_to_dict
+
+
+class AsyncUpdateByQuery(Request):
+    query = ProxyDescriptor("query")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Update by query request to opensearch.
+
+        :arg using: `AsyncOpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+
+        """
+        super(AsyncUpdateByQuery, self).__init__(**kwargs)
+        self._response_class = UpdateByQueryResponse
+        self._script: Any = {}
+        self._query_proxy = QueryProxy(self, "query")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `AsyncUpdateByQuery` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            ubq = AsyncUpdateByQuery.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "script": {...}
+            })
+            ubq = ubq.filter('term', published=True)
+        """
+        u = cls()
+        u.update_from_dict(d)
+        return u
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        ubq = super(AsyncUpdateByQuery, self)._clone()
+
+        ubq._response_class = self._response_class
+        ubq._script = self._script.copy()
+        ubq.query._proxied = self.query._proxied
+        return ubq
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        ubq = self._clone()
+        ubq._response_class = cls
+        return ubq
+
+    def update_from_dict(self, d: Any) -> "AsyncUpdateByQuery":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "script" in d:
+            self._script = d.pop("script")
+        self._extra.update(d)
+        return self
+
+    def script(self, **kwargs: Any) -> Any:
+        """
+        Define update action to take:
+
+        Note: the API only accepts a single script, so
+        calling the script multiple times will overwrite.
+
+        Example::
+
+            ubq = AsyncSearch()
+            ubq = ubq.script(source="ctx._source.likes++"")
+            ubq = ubq.script(source="ctx._source.likes += params.f"",
+                         lang="expression",
+                         params={'f': 3})
+        """
+        ubq = self._clone()
+        if ubq._script:
+            ubq._script = {}
+        ubq._script.update(kwargs)
+        return ubq
+
+    def to_dict(self, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request'ubq body.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        if self._script:
+            d["script"] = self._script
+
+        d.update(recursive_to_dict(self._extra))
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    async def execute(self) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+        """
+        opensearch = await get_connection(self._using)
+
+        self._response = self._response_class(
+            self,
+            await opensearch.update_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            ),
+        )
+        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
new file mode 100644
index 000000000..c49fd5747
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
@@ -0,0 +1,395 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import asyncio
+import os
+import ssl
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+import urllib3
+
+from ..compat import reraise_exceptions, urlencode
+from ..connection.base import Connection
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from ._extra_imports import aiohttp, aiohttp_exceptions, yarl  # type: ignore
+from .compat import get_running_loop
+
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+class AsyncConnection(Connection):
+    """Base class for Async HTTP connection implementations"""
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        raise NotImplementedError()
+
+    async def close(self) -> None:
+        raise NotImplementedError()
+
+
+class AIOHttpConnection(AsyncConnection):
+    session: aiohttp.ClientSession
+    ssl_assert_fingerprint: Optional[str]
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        url_prefix: str = "",
+        timeout: int = 10,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        maxsize: Optional[int] = 10,
+        headers: Any = None,
+        ssl_context: Any = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        loop: Any = None,
+        trust_env: Optional[bool] = False,
+        **kwargs: Any
+    ) -> None:
+        """
+        Default connection class for ``AsyncOpenSearch`` using the `aiohttp` library and the http protocol.
+
+        :arg host: hostname of the node (default: localhost)
+        :arg port: port to use (integer, default: 9200)
+        :arg url_prefix: optional url prefix for opensearch
+        :arg timeout: default timeout in seconds (float, default: 10)
+        :arg http_auth: optional http auth information as either ':' separated
+            string or a tuple
+        :arg use_ssl: use ssl for the connection if `True`
+        :arg verify_certs: whether to verify SSL certificates
+        :arg ssl_show_warn: show warning when verify certs is disabled
+        :arg ca_certs: optional path to CA bundle.
+            See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
+            for instructions how to get default set
+        :arg client_cert: path to the file containing the private key and the
+            certificate, or cert only if using client_key
+        :arg client_key: path to the file containing the private key if using
+            separate cert and key files (client_cert will contain only the cert)
+        :arg ssl_version: version of the SSL protocol to use. Choices are:
+            SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
+            ``ssl`` module for exact options for your environment).
+        :arg ssl_assert_hostname: use hostname verification if not `False`
+        :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
+        :arg maxsize: the number of connections which will be kept open to this
+            host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
+            information.
+        :arg headers: any custom http headers to be add to requests
+        :arg http_compress: Use gzip compression
+        :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+            For tracing all requests made by this transport.
+        :arg loop: asyncio Event Loop to use with aiohttp. This is set by default to the currently running loop.
+        """
+
+        self.headers = {}
+
+        super().__init__(
+            host=host,
+            port=port,
+            url_prefix=url_prefix,
+            timeout=timeout,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = ":".join(http_auth)
+            self.headers.update(urllib3.make_headers(basic_auth=http_auth))
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        self.ssl_assert_fingerprint = ssl_assert_fingerprint
+        if self.use_ssl and ssl_context is None:
+            if ssl_version is None:
+                ssl_context = ssl.create_default_context()
+            else:
+                ssl_context = ssl.SSLContext(ssl_version)
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            if verify_certs:
+                ssl_context.verify_mode = ssl.CERT_REQUIRED
+                ssl_context.check_hostname = True
+            else:
+                ssl_context.check_hostname = False
+                ssl_context.verify_mode = ssl.CERT_NONE
+
+            if ca_certs is None:
+                ca_certs = self.default_ca_certs()
+
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+                if os.path.isfile(ca_certs):
+                    ssl_context.load_verify_locations(cafile=ca_certs)
+                elif os.path.isdir(ca_certs):
+                    ssl_context.load_verify_locations(capath=ca_certs)
+                else:
+                    raise ImproperlyConfigured("ca_certs parameter is not a path")
+            else:
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+
+            # Use client_cert and client_key variables for SSL certificate configuration.
+            if client_cert and not os.path.isfile(client_cert):
+                raise ImproperlyConfigured("client_cert is not a path to a file")
+            if client_key and not os.path.isfile(client_key):
+                raise ImproperlyConfigured("client_key is not a path to a file")
+            if client_cert and client_key:
+                ssl_context.load_cert_chain(client_cert, client_key)
+            elif client_cert:
+                ssl_context.load_cert_chain(client_cert)
+
+        self.headers.setdefault("connection", "keep-alive")
+        self.loop = loop
+        self.session = None
+
+        # Parameters for creating an aiohttp.ClientSession later.
+        self._limit = maxsize
+        self._http_auth = http_auth
+        self._ssl_context = ssl_context
+        self._trust_env = trust_env
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.session is None:
+            await self._create_aiohttp_session()
+        assert self.session is not None
+
+        orig_body = body
+        url_path = self.url_prefix + url
+        if params:
+            query_string = urlencode(params)
+        else:
+            query_string = ""
+
+        # There is a bug in aiohttp that disables the re-use
+        # of the connection in the pool when method=HEAD.
+        # See: aio-libs/aiohttp#1769
+        is_head = False
+        if method == "HEAD":
+            method = "GET"
+            is_head = True
+
+        # Top-tier tip-toeing happening here. Basically
+        # because Pip's old resolver is bad and wipes out
+        # strict pins in favor of non-strict pins of extras
+        # our [async] extra overrides aiohttp's pin of
+        # yarl. yarl released breaking changes, aiohttp pinned
+        # defensively afterwards, but our users don't get
+        # that nice pin that aiohttp set. :( So to play around
+        # this super-defensively we try to import yarl, if we can't
+        # then we pass a string into ClientSession.request() instead.
+        if yarl:
+            # Provide correct URL object to avoid string parsing in low-level code
+            url = yarl.URL.build(
+                scheme=self.scheme,
+                host=self.hostname,
+                port=self.port,
+                path=url_path,
+                query_string=query_string,
+                encoded=True,
+            )
+        else:
+            url = self.url_prefix + url
+            if query_string:
+                url = "%s?%s" % (url, query_string)
+            url = self.host + url
+
+        timeout = aiohttp.ClientTimeout(
+            total=timeout if timeout is not None else self.timeout
+        )
+
+        req_headers = self.headers.copy()
+        if headers:
+            req_headers.update(headers)
+
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            req_headers["content-encoding"] = "gzip"
+
+        start = self.loop.time()
+        try:
+            async with self.session.request(
+                method,
+                url,
+                data=body,
+                headers=req_headers,
+                timeout=timeout,
+                fingerprint=self.ssl_assert_fingerprint,
+            ) as response:
+                if is_head:  # We actually called 'GET' so throw away the data.
+                    await response.release()
+                    raw_data = ""
+                else:
+                    raw_data = await response.text()
+                duration = self.loop.time() - start
+
+        # We want to reraise a cancellation or recursion error.
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                url,
+                url_path,
+                orig_body,
+                self.loop.time() - start,
+                exception=e,
+            )
+            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(
+                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
+            ):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.getall("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method,
+                url,
+                url_path,
+                orig_body,
+                duration,
+                status_code=response.status,
+                response=raw_data,
+            )
+            self._raise_error(
+                response.status,
+                raw_data,
+                response.headers.get("content-type"),
+            )
+
+        self.log_request_success(
+            method, url, url_path, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    async def close(self) -> Any:
+        """
+        Explicitly closes connection
+        """
+        if self.session:
+            await self.session.close()
+            self.session = None
+
+    async def _create_aiohttp_session(self) -> Any:
+        """Creates an aiohttp.ClientSession(). This is delayed until
+        the first call to perform_request() so that AsyncTransport has
+        a chance to set AIOHttpConnection.loop
+        """
+        if self.loop is None:
+            self.loop = get_running_loop()
+        self.session = aiohttp.ClientSession(
+            headers=self.headers,
+            skip_auto_headers=("accept", "accept-encoding"),
+            auto_decompress=True,
+            loop=self.loop,
+            cookie_jar=aiohttp.DummyCookieJar(),
+            response_class=OpenSearchClientResponse,
+            connector=aiohttp.TCPConnector(
+                limit=self._limit,
+                use_dns_cache=True,
+                enable_cleanup_closed=True,
+                ssl=self._ssl_context,
+            ),
+            trust_env=self._trust_env,
+        )
+
+
+class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
+    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
+        if self._body is None:
+            await self.read()
+
+        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
new file mode 100644
index 000000000..bf1d4eee7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
@@ -0,0 +1,262 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Union
+
+from ..client.utils import NamespacedClient, _make_path, query_params
+
+
+class AlertingClient(NamespacedClient):
+    @query_params()
+    async def search_monitor(
+        self,
+        body: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the search result for a monitor.
+
+        :arg monitor_id: The configuration for the monitor we are trying to search
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def get_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the details of a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to fetch
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("dryrun")
+    async def run_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Runs/Executes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to execute
+        :arg dryrun: Shows the results of a run without actions sending any message
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def create_monitor(
+        self,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Creates a monitor with inputs, triggers, and actions.
+
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def update_monitor(
+        self,
+        monitor_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Updates a monitor's inputs, triggers, and actions.
+
+        :arg monitor_id: The id of the monitor we are trying to update
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def delete_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Deletes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to delete
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def get_destination(
+        self,
+        destination_id: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the details of a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
+        """
+        return await self.transport.perform_request(
+            "GET",
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def create_destination(
+        self,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Creates a destination for slack, mail, or custom-webhook.
+
+        :arg body: The configuration for the destination
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "destinations"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def update_destination(
+        self,
+        destination_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Updates a destination's inputs, triggers, and actions.
+
+        :arg destination_id: The id of the destination we are trying to update
+        :arg body: The configuration for the destination
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def delete_destination(
+        self,
+        destination_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Deletes a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to delete
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def get_alerts(
+        self, params: Union[Any, None] = None, headers: Union[Any, None] = None
+    ) -> Union[bool, Any]:
+        """
+        Returns all alerts.
+
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "alerts"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def acknowledge_alert(
+        self,
+        monitor_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Acknowledges an alert.
+
+        :arg monitor_id: The id of the monitor, the alert belongs to
+        :arg body: The alerts to be acknowledged
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins",
+                "_alerting",
+                "monitors",
+                monitor_id,
+                "_acknowledge",
+                "alerts",
+            ),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
new file mode 100644
index 000000000..c5084a375
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
@@ -0,0 +1,169 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndexManagementClient(NamespacedClient):
+    @query_params()
+    async def put_policy(
+        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates, or updates, a policy.
+
+        :arg policy: The name of the policy
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def add_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Adds a policy to an index. This operation does not change the policy if the index already has one.
+
+        :arg index: The name of the index to add policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "add", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def get_policy(
+        self, policy: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
+
+        :arg policy: The name of the policy
+        """
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def remove_policy_from_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Removes any ISM policy from the index.
+
+        :arg index: The name of the index to remove policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "remove", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def change_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates the managed index policy to a new policy (or to a new version of the policy).
+
+        :arg index: The name of the index to change policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "change_policy", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def retry(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Retries the failed action for an index.
+
+        :arg index: The name of the index whose is in a failed state
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "retry", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("show_policy")
+    async def explain_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the current state of the index.
+
+        :arg index: The name of the index to explain
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "explain", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def delete_policy(
+        self, policy: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes the policy by `policy_id`.
+
+        :arg policy: The name of the policy to delete
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
new file mode 100644
index 000000000..033a25595
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
@@ -0,0 +1,373 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class KnnClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to delete a particular model in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to retrieve information about models present in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    async def search_models(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Use an OpenSearch query to search for models in the index.
+
+
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg allow_partial_search_results: Indicate if an error should
+            be returned if there is a partial search failure or timeout. Default is
+            True.
+        :arg analyze_wildcard: Specify whether wildcard and prefix
+            queries should be analyzed. Default is false.
+        :arg analyzer: The analyzer to use for the query string.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node. This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: Indicates whether network round-
+            trips should be minimized as part of cross-cluster search requests
+            execution. Default is True.
+        :arg default_operator: The default operator for query string
+            query (AND or OR). Valid choices are AND, OR.
+        :arg df: The field to use as default where no field prefix is
+            given in the query string.
+        :arg docvalue_fields: Comma-separated list of fields to return
+            as the docvalue representation of a field for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg explain: Specify whether to return detailed information
+            about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg lenient: Specify whether format-based query failures (such
+            as providing text to a numeric field) should be ignored.
+        :arg max_concurrent_shard_requests: The number of concurrent
+            shard requests per node this search executes concurrently. This value
+            should be used to limit the impact of the search on the cluster in order
+            to limit the number of concurrent shard requests. Default is 5.
+        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
+            round-trip to prefilter search shards based on query rewriting if the
+            number of shards the search request expands to exceeds the threshold.
+            This filter round-trip can limit the number of shards significantly if
+            for instance a shard can not match any documents based on its rewrite
+            method ie. if date filters are mandatory to match but the shard bounds
+            and the query are disjoint.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg request_cache: Specify if request cache should be used for
+            this request or not, defaults to index level setting.
+        :arg rest_total_hits_as_int: Indicates whether hits.total should
+            be rendered as an integer or an object in the rest search response.
+            Default is false.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg scroll: Specify how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg search_type: Search operation type. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg seq_no_primary_term: Specify whether to return sequence
+            number and primary term of the last modification of each hit.
+        :arg size: Number of hits to return. Default is 10.
+        :arg sort: Comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific 'tag' of the request for logging and
+            statistical purposes.
+        :arg stored_fields: Comma-separated list of stored fields to
+            return.
+        :arg suggest_field: Specify which field to use for suggestions.
+        :arg suggest_mode: Specify suggest mode. Valid choices are
+            missing, popular, always.
+        :arg suggest_size: How many suggestions to return in response.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.
+        :arg terminate_after: The maximum number of documents to collect
+            for each shard, upon reaching which the query execution will terminate
+            early.
+        :arg timeout: Operation timeout.
+        :arg track_scores: Whether to calculate and return scores even
+            if they are not used for sorting.
+        :arg track_total_hits: Indicate if the number of documents that
+            match the query should be tracked.
+        :arg typed_keys: Specify whether aggregation and suggester names
+            should be prefixed by their respective types in the response.
+        :arg version: Whether to return document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_knn/models/_search",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def stats(
+        self,
+        node_id: Any = None,
+        stat: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides information about the current status of the k-NN plugin.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg stat: Comma-separated list of stats to retrieve; use `_all`
+            or empty string to retrieve all stats.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", node_id, "stats", stat),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "preference", "pretty", "source"
+    )
+    async def train_model(
+        self,
+        body: Any,
+        model_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create and train a model that can be used for initializing k-NN native library
+        indexes during indexing.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Preferred node to execute training.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_knn", "models", model_id, "_train"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def warmup(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Preloads native library files into memory, reducing initial search latency for
+        specified indexes.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "warmup", index),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
new file mode 100644
index 000000000..0a7e38a1d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
@@ -0,0 +1,351 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class NotificationsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a channel configuration.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "config_id",
+        "config_id_list",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def delete_configs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete multiple channel configurations.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg config_id_list: A comma-separated list of channel IDs to
+            delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a specific channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "chime.url",
+        "chime.url.keyword",
+        "config_type",
+        "created_time_ms",
+        "description",
+        "description.keyword",
+        "email.email_account_id",
+        "email.email_group_id_list",
+        "email.recipient_list.recipient",
+        "email.recipient_list.recipient.keyword",
+        "email_group.recipient_list.recipient",
+        "email_group.recipient_list.recipient.keyword",
+        "error_trace",
+        "filter_path",
+        "human",
+        "is_enabled",
+        "last_updated_time_ms",
+        "microsoft_teams.url",
+        "microsoft_teams.url.keyword",
+        "name",
+        "name.keyword",
+        "pretty",
+        "query",
+        "ses_account.from_address",
+        "ses_account.from_address.keyword",
+        "ses_account.region",
+        "ses_account.role_arn",
+        "ses_account.role_arn.keyword",
+        "slack.url",
+        "slack.url.keyword",
+        "smtp_account.from_address",
+        "smtp_account.from_address.keyword",
+        "smtp_account.host",
+        "smtp_account.host.keyword",
+        "smtp_account.method",
+        "sns.role_arn",
+        "sns.role_arn.keyword",
+        "sns.topic_arn",
+        "sns.topic_arn.keyword",
+        "source",
+        "text_query",
+        "webhook.url",
+        "webhook.url.keyword",
+    )
+    async def get_configs(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get multiple channel configurations with filtering.
+
+
+        :arg config_type: Type of notification configuration. Valid
+            choices are slack, chime, microsoft_teams, webhook, email, sns,
+            ses_account, smtp_account, email_group.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_features(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List supported channel configurations.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_notifications/features", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def send_test(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Send a test notification.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "feature", "test", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_config(
+        self,
+        config_id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Update channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (config_id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_channels(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List created notification channels.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
new file mode 100644
index 000000000..5a4f7091d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
@@ -0,0 +1,235 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class RollupsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a rollup's current status.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get an index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create or update index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Stop rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
new file mode 100644
index 000000000..231d02eec
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
@@ -0,0 +1,308 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TransformsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete an index transform.
+
+
+        :arg id: Transform to delete
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to explain
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def preview(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a preview of what a transformed index would look like.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create an index transform, or update a transform if if_seq_no and
+        if_primary_term are provided.
+
+
+        :arg id: Transform to create/update
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "from_",
+        "human",
+        "pretty",
+        "search",
+        "size",
+        "sortDirection",
+        "sortField",
+        "source",
+    )
+    async def search(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the details of all transform jobs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: The starting transform to return. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search: The search term to use to filter results.
+        :arg size: Specifies the number of transforms to return. Default
+            is 10.
+        :arg sortDirection: Specifies the direction to sort results in.
+            Can be ASC or DESC. Default is ASC.
+        :arg sortField: The field to sort results with.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_transform", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start transform.
+
+
+        :arg id: Transform to start
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        stop transform.
+
+
+        :arg id: Transform to stop
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
new file mode 100644
index 000000000..69db28d9b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
@@ -0,0 +1,454 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import asyncio
+import logging
+from itertools import chain
+from typing import Any, Collection, Mapping, Optional, Type, Union
+
+from opensearchpy.connection.base import Connection
+from opensearchpy.serializer import Serializer
+
+from ..connection_pool import ConnectionPool
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    SerializationError,
+    TransportError,
+)
+from ..serializer import JSONSerializer
+from ..transport import Transport, get_host_info
+from .compat import get_running_loop
+from .http_aiohttp import AIOHttpConnection
+
+logger = logging.getLogger("opensearch")
+
+
+class AsyncTransport(Transport):
+    """
+    Encapsulation of transport-related to logic. Handles instantiation of the
+    individual connections as well as creating a connection pool to hold them.
+
+    Main interface is the `perform_request` method.
+    """
+
+    DEFAULT_CONNECTION_CLASS = AIOHttpConnection
+
+    sniffing_task: Any = None
+
+    def __init__(
+        self,
+        hosts: Any,
+        connection_class: Any = None,
+        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
+        host_info_callback: Any = get_host_info,
+        sniff_on_start: bool = False,
+        sniffer_timeout: Any = None,
+        sniff_timeout: float = 0.1,
+        sniff_on_connection_fail: bool = False,
+        serializer: Serializer = JSONSerializer(),
+        serializers: Any = None,
+        default_mimetype: str = "application/json",
+        max_retries: int = 3,
+        retry_on_status: Any = (502, 503, 504),
+        retry_on_timeout: bool = False,
+        send_get_body_as: str = "GET",
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of dictionaries, each containing keyword arguments to
+            create a `connection_class` instance
+        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
+        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
+        :arg host_info_callback: callback responsible for taking the node information from
+            `/_cluster/nodes`, along with already extracted information, and
+            producing a list of arguments (same as `hosts` parameter)
+        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
+            from the cluster at startup time
+        :arg sniffer_timeout: number of seconds between automatic sniffs
+        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
+        :arg sniff_timeout: timeout used for the sniff request - it should be a
+            fast api call and we are talking potentially to more nodes so we want
+            to fail quickly. Not used during initial sniffing (if
+            ``sniff_on_start`` is on) when the connection still isn't
+            initialized.
+        :arg serializer: serializer instance
+        :arg serializers: optional dict of serializer instances that will be
+            used for deserializing data coming from the server. (key is the mimetype)
+        :arg default_mimetype: when no mimetype is specified by the server
+            response assume this mimetype, defaults to `'application/json'`
+        :arg max_retries: maximum number of retries before an exception is propagated
+        :arg retry_on_status: set of HTTP status codes on which we should retry
+            on a different node. defaults to ``(502, 503, 504)``
+        :arg retry_on_timeout: should timeout trigger a retry on different
+            node? (default `False`)
+        :arg send_get_body_as: for GET requests with body this option allows
+            you to specify an alternate way of execution for environments that
+            don't support passing bodies with GET requests. If you set this to
+            'POST' a POST method will be used instead, if to 'source' then the body
+            will be serialized and passed as a query parameter `source`.
+
+        Any extra keyword arguments will be passed to the `connection_class`
+        when creating and instance unless overridden by that connection's
+        options provided as part of the hosts parameter.
+        """
+        self.sniffing_task = None
+        self.loop: Any = None
+        self._async_init_called = False
+        self._sniff_on_start_event: Optional[asyncio.Event] = None
+
+        super(AsyncTransport, self).__init__(
+            hosts=[],
+            connection_class=connection_class,
+            connection_pool_class=connection_pool_class,
+            host_info_callback=host_info_callback,
+            sniff_on_start=False,
+            sniffer_timeout=sniffer_timeout,
+            sniff_timeout=sniff_timeout,
+            sniff_on_connection_fail=sniff_on_connection_fail,
+            serializer=serializer,
+            serializers=serializers,
+            default_mimetype=default_mimetype,
+            max_retries=max_retries,
+            retry_on_status=retry_on_status,
+            retry_on_timeout=retry_on_timeout,
+            send_get_body_as=send_get_body_as,
+            **kwargs
+        )
+
+        # Since we defer connections / sniffing to not occur
+        # within the constructor we never want to signal to
+        # our parent to 'sniff_on_start' or non-empty 'hosts'.
+        self.hosts = hosts
+        self.sniff_on_start = sniff_on_start
+
+    async def _async_init(self) -> None:
+        """This is our stand-in for an async constructor. Everything
+        that was deferred within __init__() should be done here now.
+
+        This method will only be called once per AsyncTransport instance
+        and is called from one of AsyncOpenSearch.__aenter__(),
+        AsyncTransport.perform_request() or AsyncTransport.get_connection()
+        """
+        # Detect the async loop we're running in and set it
+        # on all already created HTTP connections.
+        self.loop = get_running_loop()
+        self.kwargs["loop"] = self.loop
+
+        # Now that we have a loop we can create all our HTTP connections...
+        self.set_connections(self.hosts)
+        self.seed_connections = list(self.connection_pool.connections[:])
+
+        # ... and we can start sniffing in the background.
+        if self.sniffing_task is None and self.sniff_on_start:
+            # Create an asyncio.Event for future calls to block on
+            # until the initial sniffing task completes.
+            self._sniff_on_start_event = asyncio.Event()
+
+            try:
+                self.last_sniff = self.loop.time()
+                self.create_sniff_task(initial=True)
+
+                # Since this is the first one we wait for it to complete
+                # in case there's an error it'll get raised here.
+                await self.sniffing_task  # type: ignore
+
+            # If the task gets cancelled here it likely means the
+            # transport got closed.
+            except asyncio.CancelledError:
+                pass
+
+            # Once we exit this section we want to unblock any _async_calls()
+            # that are blocking on our initial sniff attempt regardless of it
+            # was successful or not.
+            finally:
+                self._sniff_on_start_event.set()
+
+    async def _async_call(self) -> None:
+        """This method is called within any async method of AsyncTransport
+        where the transport is not closing. This will check to see if we should
+        call our _async_init() or create a new sniffing task
+        """
+        if not self._async_init_called:
+            self._async_init_called = True
+            await self._async_init()
+
+        # If the initial sniff_on_start hasn't returned yet
+        # then we need to wait for node information to come back
+        # or for the task to be cancelled via AsyncTransport.close()
+        if self._sniff_on_start_event and not self._sniff_on_start_event.is_set():
+            # This is already a no-op if the event is set but we try to
+            # avoid an 'await' by checking 'not event.is_set()' above first.
+            await self._sniff_on_start_event.wait()
+
+        if self.sniffer_timeout:
+            if self.loop.time() >= self.last_sniff + self.sniffer_timeout:
+                self.create_sniff_task()
+
+    async def _get_node_info(self, conn: Any, initial: Any) -> Any:
+        try:
+            # use small timeout for the sniffing request, should be a fast api call
+            _, headers, node_info = await conn.perform_request(
+                "GET",
+                "/_nodes/_all/http",
+                timeout=self.sniff_timeout if not initial else None,
+            )
+            return self.deserializer.loads(node_info, headers.get("content-type"))
+        except Exception:
+            pass
+        return None
+
+    async def _get_sniff_data(self, initial: Any = False) -> Any:
+        previous_sniff = self.last_sniff
+
+        # reset last_sniff timestamp
+        self.last_sniff = self.loop.time()
+
+        # use small timeout for the sniffing request, should be a fast api call
+        timeout = self.sniff_timeout if not initial else None
+
+        def _sniff_request(conn: Any) -> Any:
+            return self.loop.create_task(
+                conn.perform_request("GET", "/_nodes/_all/http", timeout=timeout)
+            )
+
+        # Go through all current connections as well as the
+        # seed_connections for good measure
+        tasks = []
+        for conn in self.connection_pool.connections:
+            tasks.append(_sniff_request(conn))
+        for conn in self.seed_connections:
+            # Ensure that we don't have any duplication within seed_connections.
+            if conn in self.connection_pool.connections:
+                continue
+            tasks.append(_sniff_request(conn))
+
+        done: Any = ()
+        try:
+            while tasks:
+
+                # execute sniff requests in parallel, wait for first to return
+                done, tasks = await asyncio.wait(
+                    tasks, return_when=asyncio.FIRST_COMPLETED
+                )
+                # go through all the finished tasks
+                for t in done:
+                    try:
+                        _, headers, node_info = t.result()
+
+                        # Lowercase all the header names for consistency in accessing them.
+                        headers = {
+                            header.lower(): value for header, value in headers.items()
+                        }
+
+                        node_info = self.deserializer.loads(
+                            node_info, headers.get("content-type")
+                        )
+                    except (ConnectionError, SerializationError):
+                        continue
+                    node_info = list(node_info["nodes"].values())
+                    return node_info
+            else:
+                # no task has finished completely
+                raise TransportError("N/A", "Unable to sniff hosts.")
+        except Exception:
+            # keep the previous value on error
+            self.last_sniff = previous_sniff
+            raise
+        finally:
+            # Cancel all the pending tasks
+            for task in chain(done, tasks):
+                task.cancel()
+
+    async def sniff_hosts(self, initial: bool = False) -> Any:
+        """Either spawns a sniffing_task which does regular sniffing
+        over time or does a single sniffing session and awaits the results.
+        """
+        # Without a loop we can't do anything.
+        if not self.loop:
+            if initial:
+                raise RuntimeError("Event loop not running on initial sniffing task")
+            return
+
+        node_info = await self._get_sniff_data(initial)
+        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
+
+        # we weren't able to get any nodes, maybe using an incompatible
+        # transport_schema or host_info_callback blocked all - raise error.
+        if not hosts:
+            raise TransportError(
+                "N/A", "Unable to sniff hosts - no viable hosts found."
+            )
+
+        # remember current live connections
+        orig_connections = self.connection_pool.connections[:]
+        self.set_connections(hosts)
+        # close those connections that are not in use any more
+        for c in orig_connections:
+            if c not in self.connection_pool.connections:
+                await c.close()
+
+    def create_sniff_task(self, initial: bool = False) -> None:
+        """
+        Initiate a sniffing task. Make sure we only have one sniff request
+        running at any given time. If a finished sniffing request is around,
+        collect its result (which can raise its exception).
+        """
+        if self.sniffing_task and self.sniffing_task.done():
+            try:
+                if self.sniffing_task is not None:
+                    self.sniffing_task.result()
+            finally:
+                self.sniffing_task = None
+
+        if self.sniffing_task is None:
+            self.sniffing_task = self.loop.create_task(self.sniff_hosts(initial))
+
+    def mark_dead(self, connection: Connection) -> None:
+        """
+        Mark a connection as dead (failed) in the connection pool. If sniffing
+        on failure is enabled this will initiate the sniffing process.
+
+        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
+        """
+        self.connection_pool.mark_dead(connection)
+        if self.sniff_on_connection_fail:
+            self.create_sniff_task()
+
+    def get_connection(self) -> Any:
+        return self.connection_pool.get_connection()
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        """
+        Perform the actual request. Retrieve a connection from the connection
+        pool, pass all the information to its perform_request method and
+        return the data.
+
+        If an exception was raised, mark the connection as failed and retry (up
+        to `max_retries` times).
+
+        If the operation was successful and the connection used was previously
+        marked as dead, mark it as live, resetting its failure count.
+
+        :arg method: HTTP method to use
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        await self._async_call()
+
+        method, params, body, ignore, timeout = self._resolve_request_args(
+            method, params, body
+        )
+
+        for attempt in range(self.max_retries + 1):
+            connection = self.get_connection()
+
+            try:
+                status, headers_response, data = await connection.perform_request(
+                    method,
+                    url,
+                    params,
+                    body,
+                    headers=headers,
+                    ignore=ignore,
+                    timeout=timeout,
+                )
+
+                # Lowercase all the header names for consistency in accessing them.
+                headers_response = {
+                    header.lower(): value for header, value in headers_response.items()
+                }
+            except TransportError as e:
+                if method == "HEAD" and e.status_code == 404:
+                    return False
+
+                retry = False
+                if isinstance(e, ConnectionTimeout):
+                    retry = self.retry_on_timeout
+                elif isinstance(e, ConnectionError):
+                    retry = True
+                elif e.status_code in self.retry_on_status:
+                    retry = True
+
+                if retry:
+                    try:
+                        # only mark as dead if we are retrying
+                        self.mark_dead(connection)
+                    except TransportError:
+                        # If sniffing on failure, it could fail too. Catch the
+                        # exception not to interrupt the retries.
+                        pass
+                    # raise exception on last retry
+                    if attempt == self.max_retries:
+                        raise e
+                else:
+                    raise e
+
+            else:
+                # connection didn't fail, confirm its live status
+                self.connection_pool.mark_live(connection)
+
+                if method == "HEAD":
+                    return 200 <= status < 300
+
+                if data:
+                    data = self.deserializer.loads(
+                        data, headers_response.get("content-type")
+                    )
+                return data
+
+    async def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        if self.sniffing_task:
+            try:
+                self.sniffing_task.cancel()
+                await self.sniffing_task
+            except asyncio.CancelledError:
+                pass
+            self.sniffing_task = None
+
+        for connection in self.connection_pool.connections:
+            await connection.close()
+
+
+__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
new file mode 100644
index 000000000..1bc96b453
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
@@ -0,0 +1,27 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+__versionstr__: str = "2.6.0"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
new file mode 100644
index 000000000..c43b54a23
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
@@ -0,0 +1,3064 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from __future__ import unicode_literals
+
+import logging
+from typing import Any, Type
+
+from ..transport import Transport, TransportError
+from .cat import CatClient
+from .client import Client
+from .cluster import ClusterClient
+from .dangling_indices import DanglingIndicesClient
+from .features import FeaturesClient
+from .http import HttpClient
+from .indices import IndicesClient
+from .ingest import IngestClient
+from .nodes import NodesClient
+from .plugins import PluginsClient
+from .remote import RemoteClient
+from .remote_store import RemoteStoreClient
+from .search_pipeline import SearchPipelineClient
+from .security import SecurityClient
+from .snapshot import SnapshotClient
+from .tasks import TasksClient
+from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
+
+logger = logging.getLogger("opensearch")
+
+
+class OpenSearch(Client):
+    """
+    OpenSearch client. Provides a straightforward mapping from
+    Python to OpenSearch REST endpoints.
+
+    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
+    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
+    :class:`~opensearchpy.client.CatClient`,
+    :class:`~opensearchpy.client.ClusterClient`,
+    :class:`~opensearchpy.client.IndicesClient`,
+    :class:`~opensearchpy.client.IngestClient`,
+    :class:`~opensearchpy.client.NodesClient`,
+    :class:`~opensearchpy.client.SnapshotClient` and
+    :class:`~opensearchpy.client.TasksClient` respectively. This is the
+    preferred (and only supported) way to get access to those classes and their
+    methods.
+
+    You can specify your own connection class which should be used by providing
+    the ``connection_class`` parameter::
+
+        # create connection to localhost using the ThriftConnection
+        client = OpenSearch(connection_class=ThriftConnection)
+
+    If you want to turn on sniffing you have several options (described
+    in :class:`~opensearchpy.Transport`)::
+
+        # create connection that will automatically inspect the cluster to get
+        # the list of active nodes. Start with nodes running on
+        # 'opensearchnode1' and 'opensearchnode2'
+        client = OpenSearch(
+            ['opensearchnode1', 'opensearchnode2'],
+            # sniff before doing anything
+            sniff_on_start=True,
+            # refresh nodes after a node fails to respond
+            sniff_on_connection_fail=True,
+            # and also every 60 seconds
+            sniffer_timeout=60
+        )
+
+    Different hosts can have different parameters, use a dictionary per node to
+    specify those::
+
+        # connect to localhost directly and another node using SSL on port 443
+        # and an url_prefix. Note that ``port`` needs to be an int.
+        client = OpenSearch([
+            {'host': 'localhost'},
+            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
+        ])
+
+    If using SSL, there are several parameters that control how we deal with
+    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs'
+        )
+
+    If using SSL, but don't verify the certs, a warning message is showed
+    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # no verify SSL certificates
+            verify_certs=False,
+            # don't show warnings about ssl certs verification
+            ssl_show_warn=False
+        )
+
+    SSL client authentication is supported
+    (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs',
+            # PEM formatted SSL client certificate
+            client_cert='/path/to/clientcert.pem',
+            # PEM formatted SSL client key
+            client_key='/path/to/clientkey.pem'
+        )
+
+    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
+    in conflict with other options::
+
+        client = OpenSearch(
+            [
+                'http://user:secret@localhost:9200/',
+                'https://user:secret@other_host:443/production'
+            ],
+            verify_certs=True
+        )
+
+    By default, `JSONSerializer
+    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
+    is used to encode all outgoing requests.
+    However, you can implement your own custom serializer::
+
+        from opensearchpy.serializer import JSONSerializer
+
+        class SetEncoder(JSONSerializer):
+            def default(self, obj):
+                if isinstance(obj, set):
+                    return list(obj)
+                if isinstance(obj, Something):
+                    return 'CustomSomethingRepresentation'
+                return JSONSerializer.default(self, obj)
+
+        client = OpenSearch(serializer=SetEncoder())
+
+    """
+
+    # include PIT functions inside _patch.py
+    from ._patch import (  # type: ignore
+        create_point_in_time,
+        delete_point_in_time,
+        list_all_point_in_time,
+    )
+
+    def __init__(
+        self,
+        hosts: Any = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        super().__init__(hosts, transport_class, **kwargs)
+
+        # namespaced clients for compatibility with API names
+        self.search_pipeline = SearchPipelineClient(self)
+        self.cat = CatClient(self)
+        self.cluster = ClusterClient(self)
+        self.dangling_indices = DanglingIndicesClient(self)
+        self.indices = IndicesClient(self)
+        self.ingest = IngestClient(self)
+        self.nodes = NodesClient(self)
+        self.remote = RemoteClient(self)
+        self.security = SecurityClient(self)
+        self.snapshot = SnapshotClient(self)
+        self.tasks = TasksClient(self)
+        self.remote_store = RemoteStoreClient(self)
+
+        self.features = FeaturesClient(self)
+        self.plugins = PluginsClient(self)
+        self.http = HttpClient(self)
+
+    def __repr__(self) -> Any:
+        try:
+            # get a list of all connections
+            cons: Any = self.transport.hosts
+            # truncate to 5 if there are too many
+            if len(cons) > 5:
+                cons = cons[:5] + ["..."]
+            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
+        except Exception:
+            # probably operating on custom transport and connection_pool, ignore
+            return super(OpenSearch, self).__repr__()
+
+    def __enter__(self) -> Any:
+        if hasattr(self.transport, "_async_call"):
+            self.transport._async_call()
+        return self
+
+    def __exit__(self, *_: Any) -> None:
+        self.close()
+
+    def close(self) -> None:
+        """Closes the Transport and all internal connections"""
+        self.transport.close()
+
+    # AUTO-GENERATED-API-DEFINITIONS #
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def ping(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns whether the cluster is running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        try:
+            return self.transport.perform_request(
+                "HEAD", "/", params=params, headers=headers
+            )
+        except TransportError:
+            return False
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the cluster.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def create(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a new document in the index.  Returns a 409 response when a document
+        with a same ID already exists in the index.
+
+
+        :arg index: Name of the data stream or index to target. If the
+            target doesn’t exist and matches the name or wildcard (`*`) pattern of
+            an index template with a `data_stream` definition, this request creates
+            the data stream. If the target doesn’t exist and doesn’t match a data
+            stream template, this request creates the index.
+        :arg id: Unique identifier for the document.
+        :arg body: The document
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_create", id)
+
+        return self.transport.perform_request(
+            "PUT", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "op_type",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def index(
+        self,
+        index: Any,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a document in an index.
+
+
+        :arg index: Name of the data stream or index to target.
+        :arg body: The document
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg op_type: Set to create to only index the document if it
+            does not already exist (put if absent).If a document with the specified
+            `_id` already exists, the indexing operation will fail.Same as using the
+            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
+            id is specified, it defaults to `index`.Otherwise, it defaults to
+            `create`.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the destination must be an index
+            alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST" if id in SKIP_IN_PATH else "PUT",
+            _make_path(index, "_doc", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def bulk(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to perform multiple index/update/delete operations in a single request.
+
+
+        :arg body: The operation definition and data (action-data
+            pairs), separated by newlines
+        :arg index: Name of the data stream, index, or index alias to
+            perform bulk actions on.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the request’s actions must target
+            an index alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each action waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_bulk"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def clear_scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Explicitly clears the search context for a scroll.
+
+
+        :arg body: Comma-separated list of scroll IDs to clear if none
+            was specified via the scroll_id parameter
+        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
+            clear all scroll IDs, use `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": [scroll_id]}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return self.transport.perform_request(
+            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "min_score",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "terminate_after",
+    )
+    def count(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns number of documents matching a query.
+
+
+        :arg body: Query to restrict the results specified with the
+            Query DSL (optional)
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed.This parameter can only be used when the `q` query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices are ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg min_score: Sets the minimum `_score` value that documents
+            must have to be included in the result.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_count"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def delete(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes a document from the index.
+
+
+        :arg index: Name of the target index.
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def delete_by_query(
+        self,
+        index: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes documents matching the provided query.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if delete by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid values are: `all`,
+            `open`, `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.Defaults to the index-level setting.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search
+            request.Defaults to no timeout.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each deletion request waits for active
+            shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_delete_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def delete_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Delete By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_delete_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    def exists(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    def exists_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document source exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return self.transport.perform_request(
+            "HEAD", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "filter_path",
+        "human",
+        "lenient",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    def explain(
+        self,
+        index: Any,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about why a specific matches (or doesn't match) a query.
+
+
+        :arg index: Index names used to limit the request. Only a single
+            index name can be provided to this parameter.
+        :arg id: Defines the document ID.
+        :arg body: The query definition using the Query DSL
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string. Default is _all.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return in the response.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_explain", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_unmapped",
+        "pretty",
+        "source",
+    )
+    def field_caps(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about the capabilities of fields among multiple
+        indices.
+
+
+        :arg body: An index filter specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (*). To target all
+            data streams and indices, omit this parameter or use * or _all.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias,or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a requesttargeting `foo*,bar*`
+            returns an error if an index starts with foo but no index starts with
+            bar.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fields: Comma-separated list of fields to retrieve
+            capabilities for. Wildcard (`*`) expressions are supported.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg include_unmapped: If true, unmapped fields are included in
+            the response. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_field_caps"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    def get(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    def get_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the source of a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: Boolean) If true, the request is real-time as
+            opposed to near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return self.transport.perform_request(
+            "GET", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    def mget(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to get multiple documents in one request.
+
+
+        :arg body: Document identifiers; can be either `docs`
+            (containing full document information) or `ids` (when index is provided
+            in the URL.
+        :arg index: Name of the index to retrieve documents from when
+            `ids` are specified, or when a document in the `docs` array does not
+            specify an index.
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query parameter.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned. You can exclude fields from this subset
+            using the `_source_excludes` query parameter.If the `_source` parameter
+            is `false`, this parameter is ignored.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, the request refreshes relevant shards
+            before retrieving documents.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: If `true`, retrieves the document fields
+            stored in the index rather than the document `_source`.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_mget"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def msearch(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases to search.
+        :arg ccs_minimize_roundtrips: If true, network roundtrips
+            between the coordinating node and remote clusters are minimized for
+            cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the multi search API can execute.
+        :arg max_concurrent_shard_requests: Maximum number of concurrent
+            shard requests that each sub-search request executes per node. Default
+            is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold. This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method i.e., if date filters are mandatory to match but
+            the shard bounds and the query are disjoint.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, hits.total are returned as
+            an integer in the response. Defaults to false, which returns an object.
+            Default is false.
+        :arg search_type: Indicates whether global term and document
+            frequencies should be used when scoring returned documents. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: Specifies whether aggregation and suggester
+            names should be prefixed by their respective types in the response.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def msearch_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search template operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the API can run.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If `true`, the response returns
+            `hits.total` as an integer.If `false`, it returns `hits.total` as an
+            object. Default is false.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "ids",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    def mtermvectors(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns multiple termvectors in one request.
+
+
+        :arg body: Define ids, documents, parameters or a list of
+            parameters per document here. You must at least provide a list of
+            document ids. See documentation.
+        :arg index: Name of the index that contains the documents.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ids: A comma-separated list of documents ids. You must
+            define ids as parameter or set "ids" or "docs" in the request body
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If true, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        path = _make_path(index, "_mtermvectors")
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_script(
+        self,
+        id: Any,
+        body: Any,
+        context: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+            Must be unique within the cluster.
+        :arg body: The document
+        :arg context: Context in which the script or search template
+            should run. To prevent errors, the API immediately compiles the script
+            or template in this context.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_scripts", id, context),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "search_type",
+        "source",
+    )
+    def rank_eval(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to evaluate the quality of ranked search results over a set of typical
+        search queries.
+
+
+        :arg body: The ranking evaluation search definition, including
+            search requests, document ratings and ranking metric definition.
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard (`*`) expressions are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search_type: Search operation type
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_rank_eval"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_docs",
+        "pretty",
+        "refresh",
+        "requests_per_second",
+        "scroll",
+        "slices",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def reindex(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to copy documents from one index to another, optionally filtering the
+        source documents by a query, changing the destination index settings, or
+        fetching the documents from a remote cluster.
+
+
+        :arg body: The search definition using the Query DSL and the
+            prototype for the index request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_docs: Maximum number of documents to process. By
+            default, all documents.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, the request refreshes affected shards
+            to make this operation visible to search.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.Defaults to no throttle. Default is 0.
+        :arg scroll: Specifies how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg slices: The number of slices this task should be divided
+            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
+            Valid choices are auto.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each indexing waits for automatic index
+            creation, dynamic mapping updates, and waiting for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_reindex", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def reindex_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Reindex operation.
+
+
+        :arg task_id: Identifier for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_reindex", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def render_search_template(
+        self,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg id: ID of the search template to render. If no `source` is
+            specified, this or the `id` request body parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_render", "template", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def scripts_painless_execute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows an arbitrary script to be executed and a result to be returned.
+
+
+        :arg body: The script to execute
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_scripts/painless/_execute",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "rest_total_hits_as_int",
+        "scroll",
+        "source",
+    )
+    def scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to retrieve a large numbers of results from a single search request.
+
+
+        :arg body: The scroll ID if not passed by URL or query
+            parameter.
+        :arg scroll_id: The scroll ID for scrolled search
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, the API response’s
+            hit.total property is returned as an integer. If false, the API
+            response’s hit.total property is returned as an object. Default is
+            false.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": scroll_id}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return self.transport.perform_request(
+            "POST", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "include_named_queries_score",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_pipeline",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    def search(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns results matching a query.
+
+
+        :arg body: The search definition using the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg _source: Indicates which source fields are returned for
+            matching documents.These fields are returned in the `hits._source`
+            property of the search response.Valid values are:`true` to return the
+            entire document source;`false` to not return the document
+            source;`<string>` to return the source fields that are specified as a
+            comma-separated list (supports wildcard (`*`) patterns).
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query
+            parameter.If the `_source` parameter is `false`, this parameter is
+            ignored.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned.You can exclude fields from this subset using
+            the `_source_excludes` query parameter.If the `_source` parameter is
+            `false`, this parameter is ignored.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg allow_partial_search_results: If true, returns partial
+            results if there are shard request timeouts or shard failures. If false,
+            returns an error with no partial results. Default is True.
+        :arg analyze_wildcard: If true, wildcard and prefix queries are
+            analyzed.This parameter can only be used when the q query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the q query string parameter is
+            specified.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node.This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: If true, network round-trips
+            between the coordinating node and the remote clusters are minimized when
+            executing cross-cluster search (CCS) requests. Default is True.
+        :arg default_operator: The default operator for query string
+            query: AND or OR.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the q query
+            string parameter is specified.
+        :arg docvalue_fields: A comma-separated list of fields to return
+            as the docvalue representation for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg explain: If `true`, returns detailed information about
+            score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting document offset.Needs to be non-negative.By
+            default, you cannot page through more than 10,000 hits using the `from`
+            and `size` parameters.To page through more hits, use the `search_after`
+            parameter. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices will be ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_named_queries_score: Indicates whether
+            hit.matched_queries should be rendered as a map that includes the name
+            of the matched query associated with its score (true) or as an array
+            containing the name of the matched queries (false) Default is false.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be
+            ignored.This parameter can only be used when the `q` query string
+            parameter is specified.
+        :arg max_concurrent_shard_requests: Defines the number of
+            concurrent shard requests per node this search executes
+            concurrently.This value should be used to limit the impact of the search
+            on the cluster in order to limit the number of concurrent shard
+            requests. Default is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold.This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method (if date filters are mandatory to match but the
+            shard bounds and the query are disjoint).When unspecified, the pre-
+            filter phase is executed if any of these conditions is met:the request
+            targets more than 128 shards;the request targets one or more read-only
+            index;the primary sort of the query targets an indexed field.
+        :arg preference: Nodes and shards used for the search.By
+            default, Opensearch selects from eligible nodes and shards using
+            adaptive replica selection, accounting for allocation awareness. Valid
+            values are:`_only_local` to run the search only on shards on the local
+            node;`_local` to, if possible, run the search on shards on the local
+            node, or if not, select shards using the default
+            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
+            specified nodes IDs, where, if suitable shards exist on more than one
+            selected node, use shards on those nodes using the default method, or if
+            none of the specified nodes are available, select shards from any
+            available node using the default method;`_prefer_nodes:<node-id>,<node-
+            id>` to if possible, run the search on the specified nodes IDs, or if
+            not, select shards using the default method;`_shards:<shard>,<shard>` to
+            run the search only on the specified shards;`<custom-string>` (any
+            string that does not start with `_`) to route searches with the same
+            `<custom-string>` to the same shards in the same order. Default is
+            random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax using query
+            parameter search.Query parameter searches do not support the full
+            Opensearch Query DSL but are handy for testing.
+        :arg request_cache: If `true`, the caching of search results is
+            enabled for requests where `size` is `0`.Defaults to index level
+            settings.
+        :arg rest_total_hits_as_int: Indicates whether `hits.total`
+            should be rendered as an integer or an object in the rest search
+            response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+            See Scroll search results.By default, this value cannot exceed `1d` (24
+            hours).You can change this limit using the `search.max_keep_alive`
+            cluster-level setting.
+        :arg search_pipeline: Customizable sequence of processing stages
+            applied to search queries.
+        :arg search_type: How distributed term frequencies are
+            calculated for relevance scoring. Valid choices are query_then_fetch,
+            dfs_query_then_fetch.
+        :arg seq_no_primary_term: If `true`, returns sequence number and
+            primary term of the last modification of each hit.
+        :arg size: Defines the number of hits to return.By default, you
+            cannot page through more than 10,000 hits using the `from` and `size`
+            parameters.To page through more hits, use the `search_after` parameter.
+            Default is 10.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return as part of a hit.If no fields are specified, no stored fields are
+            included in the response.If this field is specified, the `_source`
+            parameter defaults to `false`.You can pass `_source: true` to return
+            both source fields and stored fields in the search response.
+        :arg suggest_field: Specifies which field to use for
+            suggestions.
+        :arg suggest_mode: Specifies the suggest mode.This parameter can
+            only be used when the `suggest_field` and `suggest_text` query string
+            parameters are specified. Valid choices are missing, popular, always.
+        :arg suggest_size: Number of suggestions to return.This
+            parameter can only be used when the `suggest_field` and `suggest_text`
+            query string parameters are specified.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.This parameter can only be used when the
+            `suggest_field` and `suggest_text` query string parameters are
+            specified.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.If set to
+            `0` (default), the query does not terminate early.
+        :arg timeout: Specifies the period of time to wait for a
+            response from each shard.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg track_scores: If `true`, calculate and return document
+            scores, even if the scores are not used for sorting.
+        :arg track_total_hits: Number of hits matching the query to
+            count accurately.If `true`, the exact number of hits is returned at the
+            cost of some performance.If `false`, the response does not include the
+            total number of hits matching the query.
+        :arg typed_keys: If `true`, aggregation and suggester names are
+            be prefixed by their respective types in the response.
+        :arg version: If `true`, returns document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    def search_shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the indices and shards that a search request would be
+        executed against.
+
+
+        :arg index: Returns the indices and shards that a search request
+            would be executed against.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "preference",
+        "pretty",
+        "profile",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def search_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (*).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response includes additional
+            details about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, specified concrete, expanded,
+            or aliased indices are not included in the response when throttled.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg profile: If `true`, the query execution is profiled.
+        :arg rest_total_hits_as_int: If true, hits.total are rendered as
+            an integer in the response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Specifies how long a consistent view of the
+            indexshould be maintained for scrolled search.
+        :arg search_type: The type of the search operation. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    def termvectors(
+        self,
+        index: Any,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information and statistics about terms in the fields of a particular
+        document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg body: Define parameters and or supply a document to get
+            termvectors for. See documentation.
+        :arg id: Unique identifier of the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If `true`, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        path = _make_path(index, "_termvectors", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "lang",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "retry_on_conflict",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def update(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a document with a script or partial document.
+
+
+        :arg index: The name of the index
+        :arg id: Document ID
+        :arg body: The request definition requires either `script` or
+            partial `doc`
+        :arg _source: Set to false to disable source retrieval. You can
+            also specify a comma-separatedlist of the fields you want to retrieve.
+        :arg _source_excludes: Specify the source fields you want to
+            exclude.
+        :arg _source_includes: Specify the source fields you want to
+            retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg lang: The script language. Default is painless.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If 'true', Opensearch refreshes the affected
+            shards to make this operationvisible to search, if 'wait_for' then wait
+            for a refresh to make this operationvisible to search, if 'false' do
+            nothing with refreshes. Valid choices are true, false, wait_for.
+        :arg require_alias: If true, the destination must be an index
+            alias. Default is false.
+        :arg retry_on_conflict: Specify how many times should the
+            operation be retried when a conflict occurs. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for dynamic mapping updates and
+            active shards.This guarantees Opensearch waits for at least the timeout
+            before failing.The actual wait time could be longer, particularly when
+            multiple waits occur.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operations.Set to 'all' or any
+            positive integer up to the total number of shards in the
+            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
+            Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_update", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "pipeline",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def update_by_query(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs an update on every document in the index without changing the source,
+        for example to pick up a mapping change.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if update by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes affected shards to
+            make the operation visible to search.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search request.
+        :arg search_type: The type of the search operation. Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each update request waits for the following
+            operations: dynamic mapping updates, waiting for active shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_update_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def update_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Update By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_update_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_script_context(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all script contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_script_context", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_script_languages(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns available script types, languages and contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_script_language", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_partial_pit_creation",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "keep_alive",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    def create_pit(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates point in time context.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_partial_pit_creation: Allow if point in time can be
+            created with partial failures.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg keep_alive: Specify the keep alive for point in time.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "point_in_time"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_pit(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes one or more point in time searches based on the IDs passed.
+
+
+        :arg body: The point-in-time ids to be deleted
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_search/point_in_time",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_search/point_in_time/_all", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
new file mode 100644
index 000000000..006ae3131
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
@@ -0,0 +1,144 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, query_params
+
+
+@query_params()
+def list_all_point_in_time(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Returns the list of active point in times searches
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'get_all_pits' API instead.
+
+    """
+    warnings.warn(
+        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.get_all_pits(params=params, headers=headers)
+
+
+@query_params(
+    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
+)
+def create_point_in_time(
+    self: Any, index: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Create a point in time that can be used in subsequent searches
+
+
+    :arg index: A comma-separated list of index names to open point
+        in time; use `_all` or empty string to perform the operation on all
+        indices
+    :arg expand_wildcards: Whether to expand wildcard expression to
+        concrete indices that are open, closed or both.  Valid choices: open,
+        closed, hidden, none, all  Default: open
+    :arg ignore_unavailable: Whether specified concrete indices
+        should be ignored when unavailable (missing or closed)
+    :arg keep_alive: Specific the time to live for the point in time
+    :arg preference: Specify the node or shard the operation should
+        be performed on (default: random)
+    :arg routing: Specific routing value
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'create_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.create_pit(index=index, params=params, headers=headers)
+
+
+@query_params()
+def delete_point_in_time(
+    self: Any,
+    body: Any = None,
+    all: bool = False,
+    params: Any = None,
+    headers: Any = None,
+) -> Any:
+    """
+    Delete a point in time
+
+
+    :arg body: a point-in-time id to delete
+    :arg all: set it to `True` to delete all alive point in time.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'delete_all_pits' or 'delete_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    if all:
+        return self.delete_all_pits(params=params, headers=headers)
+    else:
+        return self.delete_pit(body=body, params=params, headers=headers)
+
+
+@query_params()
+def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Checks to see if the Security plugin is up and running.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'health' API instead.
+
+    """
+    warnings.warn(
+        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.health(params=params, headers=headers)
+
+
+@query_params()
+def update_audit_config(
+    self: Any, body: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    A PUT call updates the audit configuration.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'update_audit_configuration' API instead.
+
+    """
+    warnings.warn(
+        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
+        DeprecationWarning,
+    )
+
+    if body in SKIP_IN_PATH:
+        raise ValueError("Empty value passed for a required argument 'body'.")
+
+    return self.update_audit_configuration(params=params, headers=headers, body=body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
new file mode 100644
index 000000000..ff90d0618
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
@@ -0,0 +1,1403 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class CatClient(NamespacedClient):
+    @query_params(
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def aliases(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows information about currently configured aliases to indices including
+        filter and routing infos.
+
+
+        :arg name: A comma-separated list of aliases to retrieve.
+            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
+            or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def all_pit_segments(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point-in-time segments.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def allocation(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a snapshot of how many shards are allocated to each data node and how
+        much disk space they are using.
+
+
+        :arg node_id: Comma-separated list of node identifiers or names
+            used to limit the returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "allocation", node_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def cluster_manager(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/cluster_manager", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def count(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides quick access to the document count of the entire cluster, or
+        individual indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "count", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def fielddata(
+        self,
+        fields: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows how much heap memory is currently being used by fielddata on every data
+        node in the cluster.
+
+
+        :arg fields: Comma-separated list of fields used to limit
+            returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "fielddata", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "ts",
+        "v",
+    )
+    def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster health.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
+            Default is True.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/health", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
+    )
+    def help(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns help for the Cat APIs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "health",
+        "help",
+        "human",
+        "include_unloaded_segments",
+        "local",
+        "master_timeout",
+        "pretty",
+        "pri",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def indices(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about indices: number of primaries and replicas, document
+        counts, disk size, ...
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: The type of index that wildcard patterns
+            can match. Valid choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg health: The health status used to limit returned indices.
+            By default, the response includes indices of any health status. Valid
+            choices are green, yellow, red.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg pri: If true, the response only includes information from
+            primary shards. Default is false.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def master(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        from warnings import warn
+
+        warn(
+            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
+        )
+        return self.transport.perform_request(
+            "GET", "/_cat/master", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def nodeattrs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about custom node attributes.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/nodeattrs", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "full_id",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def nodes(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic statistics about performance of cluster nodes.
+
+
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg full_id: If `true`, return the full node ID. If `false`,
+            return the shortened node ID. Default is false.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local (Deprecated: This parameter does not cause this API
+            to act locally.): Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/nodes", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster pending tasks.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def pit_segments(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List segments for one or several PITs.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def plugins(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about installed plugins across nodes node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/plugins", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "bytes",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about index shard recoveries, both on-going completed.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def repositories(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about snapshot repositories registered in the cluster.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/repositories", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "allow_no_indices",
+        "bytes",
+        "completed_only",
+        "detailed",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "pretty",
+        "s",
+        "shards",
+        "source",
+        "time",
+        "timeout",
+        "v",
+    )
+    def segment_replication(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about both on-going and latest completed Segment
+        Replication events.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            segment replication events. Default is false.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg completed_only: If `true`, the response only includes
+            latest completed segment replication events. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about segment replications. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg shards: Comma-separated list of shards to display.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg timeout: Operation timeout.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "segment_replication", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about the segments in the shards of an index.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a detailed view of shard allocation on nodes.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "size",
+        "source",
+        "v",
+    )
+    def thread_pool(
+        self,
+        thread_pool_patterns: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster-wide thread pool statistics per node. By default the active,
+        queue and rejected statistics are returned for all thread pools.
+
+
+        :arg thread_pool_patterns: A comma-separated list of thread pool
+            names used to limit the request. Accepts wildcard expressions.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg size: The multiplier in which to display values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "thread_pool", thread_pool_patterns),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def snapshots(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all snapshots in a specific repository.
+
+
+        :arg repository: A comma-separated list of snapshot repositories
+            used to limit the request. Accepts wildcard expressions. `_all` returns
+            all repositories. If any repository fails during the request, Opensearch
+            returns an error.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, the response does not
+            include information from unavailable snapshots. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "snapshots", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the tasks currently executing on one or more nodes in
+        the cluster.
+
+
+        :arg actions: The task action names, which are used to limit the
+            response.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: The parent task identifier, which is used
+            to limit the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def templates(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about existing templates.
+
+
+        :arg name: The name of the template to return. Accepts wildcard
+            expressions. If omitted, all templates are returned.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
new file mode 100644
index 000000000..091bb5e9d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
@@ -0,0 +1,41 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Optional, Type
+
+from opensearchpy.client.utils import _normalize_hosts
+from opensearchpy.transport import Transport
+
+
+class Client(object):
+    """
+    A generic async OpenSearch client.
+    """
+
+    def __init__(
+        self,
+        hosts: Optional[str] = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
new file mode 100644
index 000000000..159aea492
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
@@ -0,0 +1,1029 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class ClusterClient(NamespacedClient):
+    @query_params(
+        "awareness_attribute",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "level",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_events",
+        "wait_for_no_initializing_shards",
+        "wait_for_no_relocating_shards",
+        "wait_for_nodes",
+        "wait_for_status",
+    )
+    def health(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the health of the cluster.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg awareness_attribute: The awareness attribute for which the
+            health is required.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg level: Can be one of cluster, indices or shards. Controls
+            the details level of the health information returned. Valid choices are
+            cluster, indices, shards, awareness_attributes.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: A number controlling to how many
+            active shards to wait for, all to wait for all shards in the cluster to
+            be active, or 0 to not wait. Valid choices are all, index-setting.
+        :arg wait_for_events: Can be one of immediate, urgent, high,
+            normal, low, languid. Wait until all currently queued events with the
+            given priority are processed. Valid choices are immediate, urgent, high,
+            normal, low, languid.
+        :arg wait_for_no_initializing_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard initializations. Defaults to false, which means it will
+            not wait for initializing shards.
+        :arg wait_for_no_relocating_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard relocations. Defaults to false, which means it will not
+            wait for relocating shards.
+        :arg wait_for_nodes: The request waits until the specified
+            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
+            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
+            notation.
+        :arg wait_for_status: One of green, yellow or red. Will wait
+            (until the timeout provided) until the status of the cluster changes to
+            the one provided or better, i.e. green > yellow > red. By default, will
+            not wait for any status. Valid choices are green, yellow, red.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "health", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of any cluster-level changes (e.g. create index, update mapping,
+        allocate or fail shard) which have not yet been executed.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cluster/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_metadata_version",
+        "wait_for_timeout",
+    )
+    def state(
+        self,
+        metric: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a comprehensive information about the state of the cluster.
+
+
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_metadata_version: Wait for the metadata version to
+            be equal or greater than the specified metadata version
+        :arg wait_for_timeout: The maximum time to wait for
+            wait_for_metadata_version before timing out
+        """
+        if index and metric in SKIP_IN_PATH:
+            metric = "_all"
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "state", metric, index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def stats(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns high-level overview of cluster statistics.
+
+
+        :arg node_id: Comma-separated list of node filters used to limit
+            returned information. Defaults to all nodes in the cluster.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for each node to respond.If a node
+            does not respond before its timeout expires, the response does not
+            include its stats.However, timed out nodes are included in the
+            response’s `_nodes.failed` property. Defaults to no timeout.
+        """
+        return self.transport.perform_request(
+            "GET",
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "explain",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "metric",
+        "pretty",
+        "retry_failed",
+        "source",
+        "timeout",
+    )
+    def reroute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to manually change the allocation of individual shards in the cluster.
+
+
+        :arg body: The definition of `commands` to perform (`move`,
+            `cancel`, `allocate`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If true, then the request simulates the operation
+            only and returns the resulting state.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg explain: If true, then the response contains an explanation
+            of why the commands can or cannot be executed.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg metric: Limits the information returned to the specified
+            metrics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg retry_failed: If true, then retries allocation of shards
+            that are blocked due to too many subsequent allocation failures.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "include_defaults",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def get_settings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster settings.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_defaults: If `true`, returns default cluster
+            settings from the local node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cluster/settings", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_settings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster settings.
+
+
+        :arg body: The settings to be updated. Can be either `transient`
+            or `persistent` (survives cluster restart).
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def remote_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about configured remote clusters.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "include_disk_info",
+        "include_yes_decisions",
+        "pretty",
+        "source",
+    )
+    def allocation_explain(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides explanations for shard allocations in the cluster.
+
+
+        :arg body: The index, shard, and primary flag to explain. Empty
+            means 'explain the first unassigned shard'
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_disk_info: If true, returns information about disk
+            usage and shard sizes. Default is false.
+        :arg include_yes_decisions: If true, returns YES decisions in
+            explanation. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_cluster/allocation/explain",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a component template.
+
+
+        :arg name: Name of the component template to delete. Wildcard
+            (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_component_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns one or more component templates.
+
+
+        :arg name: Name of the component template to retrieve. Wildcard
+            (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_component_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a component template.
+
+
+        :arg name: Name of the component template to create. Opensearch
+            includes the following built-in component templates: `logs-mappings`;
+            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
+            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
+            to configure backing indices for its data streams. If you use Opensearch
+            Agent and want to overwrite one of these templates, set the `version`
+            for your replacement template higher than the current version. If you
+            don’t use Opensearch Agent and want to disable all built-in component
+            and index templates, set `stack.templates.enabled` to `false` using the
+            cluster update settings API.
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing component templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular component template exist.
+
+
+        :arg name: Name of the component template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only.Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
+    )
+    def delete_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears cluster voting config exclusions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_removal: Specifies whether to wait for all
+            excluded nodes to be removed from thecluster before clearing the voting
+            configuration exclusions list.Defaults to true, meaning that all
+            excluded nodes must be removed fromthe cluster before this API takes any
+            action. If set to false then thevoting configuration exclusions list is
+            cleared even if some excludednodes are still in the cluster. Default is
+            True.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_cluster/voting_config_exclusions",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "node_ids",
+        "node_names",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def post_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster voting config exclusions by node ids or node names.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg node_ids: A comma-separated list of the persistent ids of
+            the nodes to excludefrom the voting configuration. If specified, you may
+            not also specify node_names.
+        :arg node_names: A comma-separated list of the names of the
+            nodes to exclude from thevoting configuration. If specified, you may not
+            also specify node_ids.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: When adding a voting configuration exclusion, the
+            API waits for thespecified nodes to be excluded from the voting
+            configuration beforereturning. If the timeout expires before the
+            appropriate conditionis satisfied, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_decommission_awareness(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete any existing decommission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_weighted_routing(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete weighted shard routing weights.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_cluster/routing/awareness/weights",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get details and status of decommissioned attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if awareness_attribute_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'awareness_attribute_name'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                "_status",
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Fetches weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def put_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        awareness_attribute_value: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Decommissions an awareness attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg awareness_attribute_value: Awareness attribute value.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (awareness_attribute_name, awareness_attribute_value):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                awareness_attribute_value,
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def put_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
new file mode 100644
index 000000000..bee5c3f14
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
@@ -0,0 +1,165 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class DanglingIndicesClient(NamespacedClient):
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to delete
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_dangling", index_uuid),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def import_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Imports the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to import
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_dangling_indices(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all dangling indices.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_dangling", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
new file mode 100644
index 000000000..7bf0deee0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class FeaturesClient(NamespacedClient):
+    @query_params("master_timeout", "cluster_manager_timeout")
+    def get_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets a list of features which can be included in snapshots using the
+        feature_states field when creating a snapshot
+
+
+        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
+            to master node
+        :arg cluster_manager_timeout: Explicit operation timeout for connection
+            to cluster_manager node
+        """
+        return self.transport.perform_request(
+            "GET", "/_features", params=params, headers=headers
+        )
+
+    @query_params()
+    def reset_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Resets the internal state of features, usually by deleting system indices
+
+
+        .. warning::
+
+            This API is **experimental** so may include breaking changes
+            or be removed in a future version
+        """
+        return self.transport.perform_request(
+            "POST", "/_features/_reset", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
new file mode 100644
index 000000000..465a724cc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
@@ -0,0 +1,128 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Mapping, Optional
+
+from .client import Client
+from .utils import NamespacedClient
+
+
+class HttpClient(NamespacedClient):
+    def __init__(self, client: Client) -> None:
+        super(HttpClient, self).__init__(client)
+
+    def get(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a GET request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "GET", url=url, headers=headers, params=params, body=body
+        )
+
+    def head(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a HEAD request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "HEAD", url=url, headers=headers, params=params, body=body
+        )
+
+    def post(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a POST request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "POST", url=url, headers=headers, params=params, body=body
+        )
+
+    def delete(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a DELETE request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "DELETE", url=url, headers=headers, params=params, body=body
+        )
+
+    def put(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a PUT request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "PUT", url=url, headers=headers, params=params, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
new file mode 100644
index 000000000..6d07837b3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
@@ -0,0 +1,2766 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndicesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def analyze(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the analysis process on a text and return the tokens breakdown of the
+        text.
+
+
+        :arg body: Define analyzer/tokenizer parameters and the text on
+            which the analysis should be performed
+        :arg index: The name of the index to scope the operation.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_analyze"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    def refresh(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the refresh operation in one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_refresh"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "force",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "wait_if_ongoing",
+    )
+    def flush(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the flush operation on one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to flush. Supports wildcards (`*`). To flush all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg force: If `true`, the request forces a flush even if there
+            are no changes to commit to the index.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_if_ongoing: If `true`, the flush operation blocks
+            until execution when another flush operation is running.If `false`,
+            Opensearch returns an error if you request a flush when another flush
+            operation is running. Default is True.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_flush"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def create(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates an index with optional settings and mappings.
+
+
+        :arg index: Name of the index you wish to create.
+        :arg body: The configuration for the index (`settings` and
+            `mappings`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation. Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "PUT", _make_path(index), params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def clone(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones an index.
+
+
+        :arg index: Name of the source index to clone.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_clone", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _all value targets onlymissing
+            or closed indices. This behavior applies even if the request targets
+            other open indices. For example,a request targeting foo*,bar* returns an
+            error if an index starts with foo but no index starts with bar. Default
+            is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard expressions
+            can match. If the request can target data streams, this
+            argumentdetermines whether wildcard expressions match hidden data
+            streams. Supports comma-separated values,such as open,hidden. Valid
+            choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, requests that target a
+            missing index return an error. Default is false.
+        :arg include_defaults: If true, return all default settings in
+            the response. Default is false.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def open(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Opens an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). By default,
+            you must explicitly name the indices you using to limit the request. To
+            limit a request using `_all`, `*`, or other wildcard expressions, change
+            the `action.destructive_requires_name` setting to false. You can update
+            this setting in the `opensearch.yml` file or using the cluster update
+            settings API.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_open"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def close(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Closes an index.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names used to limit the request.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_close"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index.
+
+
+        :arg index: Comma-separated list of indices to delete. You
+            cannot specify index aliases. By default, this parameter does not
+            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
+            `action.destructive_requires_name` cluster setting to `false`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    def exists(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index exists.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "write_index_only",
+    )
+    def put_mapping(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index mappings.
+
+
+        :arg body: The mapping definition
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg write_index_only: If `true`, the mappings are applied only
+            to the current write index for the target. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        if index in SKIP_IN_PATH:
+            index = "_all"
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_mapping"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_mapping(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mappings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_mapping"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    def get_field_mapping(
+        self,
+        fields: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mapping for one or more fields.
+
+
+        :arg fields: Comma-separated list or wildcard expression of
+            fields used to limit returned information.
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if fields in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'fields'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path(index, "_mapping", "field", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_alias(
+        self,
+        index: Any,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices to
+            add. Supports wildcards (`*`). Wildcard patterns that match both data
+            streams and indices return an error.
+        :arg name: Alias to update. If the alias doesn’t exist, the
+            request creates it. Index alias names support date math.
+        :arg body: The settings for the alias, such as `routing` or
+            `filter`
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_alias", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    def exists_alias(
+        self,
+        name: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular alias exists.
+
+
+        :arg name: Comma-separated list of aliases to check. Supports
+            wildcards (`*`).
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, requests that include a
+            missing data stream or index in the target indices or data streams
+            return an error.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    def get_alias(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list of aliases to retrieve. Supports
+            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
+            or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def update_aliases(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates index aliases.
+
+
+        :arg body: The definition of `actions` to perform
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_aliases", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_alias(
+        self,
+        index: Any,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`).
+        :arg name: Comma-separated list of aliases to remove. Supports
+            wildcards (`*`). To remove all aliases, use `*` or `_all`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "order",
+        "pretty",
+        "source",
+    )
+    def put_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: The name of the template
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns an error.
+        :arg order: Order in which Opensearch applies this template if
+            indexmatches multiple templates.Templates with lower 'order' values are
+            merged first. Templates with higher'order' values are merged later,
+            overriding templates with lower values.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: The comma separated names of the index templates
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Comma-separated list of index template names used to
+            limit the request. Wildcard (`*`) expressions are supported. To return
+            all index templates, omit this parameter or use a value of `_all` or
+            `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: The name of the legacy index template to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_settings(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns settings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list or wildcard expression of
+            settings to retrieve.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with foo but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. If`false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_settings", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "preserve_existing",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_settings(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index settings.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with `foo` but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can targetdata streams, this argument determines
+            whether wildcard expressions matchhidden data streams. Supports comma-
+            separated values, such as`open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg preserve_existing: If `true`, existing index settings
+            remain unchanged. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "forbid_closed_indices",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "include_unloaded_segments",
+        "level",
+        "pretty",
+        "source",
+    )
+    def stats(
+        self,
+        index: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in an index.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg metric: Limit the information returned the specific
+            metrics.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argumentdetermines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values,such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg forbid_closed_indices: If true, statistics are not
+            collected from closed indices. Default is True.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about segments in a Lucene index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the request returns a verbose response.
+            Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_segments"), params=params, headers=headers
+        )
+
+    @query_params(
+        "all_shards",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "pretty",
+        "q",
+        "rewrite",
+        "source",
+    )
+    def validate_query(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows a user to validate a potentially expensive query without executing it.
+
+
+        :arg body: The query definition specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg all_shards: If `true`, the validation is executed on all
+            shards instead of one random shard per index.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response returns detailed
+            information if an error has occurred.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg rewrite: If `true`, returns a more detailed explanation
+            showing the actual Lucene query that will be executed.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_validate", "query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "query",
+        "request",
+        "source",
+    )
+    def clear_cache(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears all or specific caches for one or more indices.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg fielddata: If `true`, clears the fields cache.Use the
+            `fields` parameter to clear the cache of specific fields only.
+        :arg fields: Comma-separated list of field names used to limit
+            the `fielddata` parameter.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg query: If `true`, clears the query cache.
+        :arg request: If `true`, clears the request cache.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about ongoing index shard recoveries.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_recovery"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "only_ancient_segments",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg only_ancient_segments: If true, only ancient (an older
+            Lucene major release) segments will be upgraded.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    def get_upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "status",
+    )
+    def shard_stores(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides store information for shard copies of indices.
+
+
+        :arg index: List of data streams, indices, and aliases used to
+            limit the request.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _allvalue targets only missing
+            or closed indices. This behavior applies even if the requesttargets
+            other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams,this argument determines
+            whether wildcard expressions match hidden data streams. Valid choices
+            are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If true, missing or closed indices are
+            not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg status: List of shard health statuses used to limit the
+            request.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flush",
+        "human",
+        "ignore_unavailable",
+        "max_num_segments",
+        "only_expunge_deletes",
+        "pretty",
+        "primary_only",
+        "source",
+        "wait_for_completion",
+    )
+    def forcemerge(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the force merge operation on one or more indices.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flush: Specify whether the index should be flushed after
+            performing the operation. Default is True.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg max_num_segments: The number of larger segments into which
+            smaller segments are merged.Set this parameter to 1 to merge all
+            segments into one segment.The default behavior is to perform the merge
+            as necessary.
+        :arg only_expunge_deletes: Specify whether the operation should
+            only expunge deleted documents
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg primary_only: Specify whether the operation should only
+            perform on primary shards. Defaults to false. Default is false.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request wait until the
+            force merge is completed. Default is True.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def shrink(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allow to shrink an existing index into a new index with fewer primary shards.
+
+
+        :arg index: Name of the source index to shrink.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_shrink", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def split(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows you to split an existing index into a new index with more primary
+        shards.
+
+
+        :arg index: Name of the source index to split.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_split", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def rollover(
+        self,
+        alias: Any,
+        body: Any = None,
+        new_index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates an alias to point to a new index when the existing index is considered
+        to be too large or too old.
+
+
+        :arg alias: Name of the data stream or index alias to roll over.
+        :arg body: The conditions that needs to be met for executing
+            rollover
+        :arg new_index: Name of the index to create. Supports date math.
+            Data streams do not support this parameter.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If `true`, checks whether the current index
+            satisfies the specified conditions but does not perform a rollover.
+            Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if alias in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'alias'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(alias, "_rollover", new_index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_data_stream(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a data stream.
+
+
+        :arg name: Name of the data stream, which must meet the
+            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
+            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
+            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
+            longer than 255 bytes. Multi-byte characters count towards this limit
+            faster.
+        :arg body: The data stream definition
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_data_stream", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_data_stream(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a data stream.
+
+
+        :arg name: Comma-separated list of data streams to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: Name of the index template to delete. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: Name of the index template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_index_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Name of the index template to retrieve. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def put_index_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: Index or template name
+        :arg body: The template definition
+        :arg cause: User defined reason for creating/updating the index
+            template. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def simulate_index_template(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate matching the given index name against the index templates in the
+        system.
+
+
+        :arg name: Index or template name to simulate
+        :arg body: New index template definition, which will be included
+            in the simulation, as if it already exists in the system
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, the template passed in the body is only
+            used if no existingtemplates match the same index patterns. If `false`,
+            the simulation usesthe template with the highest priority. Note that the
+            template is notpermanently added or updated in either case; it is only
+            used for thesimulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is receivedbefore the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate_index", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_data_stream(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns data streams.
+
+
+        :arg name: Comma-separated list of data stream names used to
+            limit the request. Wildcard (`*`) expressions are supported. If omitted,
+            all data streams are returned.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def simulate_template(
+        self,
+        body: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate resolving the given template name or body.
+
+
+        :arg name: Name of the index template to simulate. To test a
+            template configuration before you add it to the cluster, omit this
+            parameter and specify the template configuration in the request body.
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, the template passed in the body is only
+            used if no existing templates match the same index patterns. If false,
+            the simulation uses the template with the highest priority. Note that
+            the template is not permanently added or updated in either case; it is
+            only used for the simulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
+    )
+    def resolve_index(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about any matching indices, aliases, and data streams.
+
+
+        :arg name: Comma-separated name(s) or index pattern(s) of the
+            indices, aliases, and data streams to resolve. Resources on remote
+            clusters can be specified using the `<cluster>`:`<name>` syntax.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def add_block(
+        self,
+        index: Any,
+        block: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds a block to an index.
+
+
+        :arg index: A comma separated list of indices to add a block to
+        :arg block: The block to add (one of read, write, read_only or
+            metadata)
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        for param in (index, block):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT", _make_path(index, "_block", block), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def data_streams_stats(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in a data stream.
+
+
+        :arg name: Comma-separated list of data streams used to limit
+            the request. Wildcard expressions (`*`) are supported. To target all
+            data streams in a cluster, omit this parameter or use `*`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_data_stream", name, "_stats"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
new file mode 100644
index 000000000..14495bff7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
@@ -0,0 +1,256 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IngestClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_pipeline(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a pipeline.
+
+
+        :arg id: Comma-separated list of pipeline IDs to retrieve.
+            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
+            omit this parameter or use `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_pipeline(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a pipeline.
+
+
+        :arg id: ID of the ingest pipeline to create or update.
+        :arg body: The ingest definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_pipeline(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a pipeline.
+
+
+        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
+            to limit the request. To delete all ingest pipelines in a cluster, use a
+            value of `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
+    def simulate(
+        self,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to simulate a pipeline with example documents.
+
+
+        :arg body: The simulate definition
+        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
+            the request body, this parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the response includes output data for
+            each processor in the executed pipeline. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_ingest", "pipeline", id, "_simulate"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def processor_grok(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of the built-in patterns.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_ingest/processor/grok", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
new file mode 100644
index 000000000..7eff84acf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
@@ -0,0 +1,294 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class NodesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def reload_secure_settings(
+        self,
+        body: Any = None,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reloads secure settings.
+
+
+        :arg body: An object containing the password for the opensearch
+            keystore
+        :arg node_id: The names of particular nodes in the cluster to
+            target.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_nodes", node_id, "reload_secure_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def info(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limits the information returned to the specific
+            metrics. Supports a comma-separated list, such as http,ingest.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "level",
+        "pretty",
+        "source",
+        "timeout",
+        "types",
+    )
+    def stats(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        index_metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns statistical information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index_metric: Limit the information returned for indices
+            metric to the specific index metrics. It can be used only if indices (or
+            all) metric is specified.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg types: A comma-separated list of document types for the
+            indexing index metric.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "stats", metric, index_metric),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "doc_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_idle_threads",
+        "interval",
+        "pretty",
+        "snapshots",
+        "source",
+        "threads",
+        "timeout",
+    )
+    def hot_threads(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about hot threads on each node in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg doc_type: The type to sample. Valid choices are cpu, wait,
+            block.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_idle_threads: Don't show threads that are in known-
+            idle places, such as waiting on a socket select or pulling from an empty
+            task queue. Default is True.
+        :arg interval: The interval for the second sampling of threads.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg snapshots: Number of samples of thread stacktrace. Default
+            is 10.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg threads: Specify the number of threads to provide
+            information for. Default is 3.
+        :arg timeout: Operation timeout.
+        """
+        # type is a reserved word so it cannot be used, use doc_type instead
+        if "doc_type" in params:
+            params["type"] = params.pop("doc_type")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "hot_threads"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def usage(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns low-level information about REST actions usage on nodes.
+
+
+        :arg node_id: A comma-separated list of node IDs or names to
+            limit the returned information; use `_local` to return information from
+            the node you're connecting to, leave empty to get information from all
+            nodes
+        :arg metric: Limits the information returned to the specific
+            metrics. A comma-separated list of the following options: `_all`,
+            `rest_actions`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "usage", metric),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
new file mode 100644
index 000000000..c7d070fcf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from ..plugins.alerting import AlertingClient
+from ..plugins.index_management import IndexManagementClient
+from ..plugins.knn import KnnClient
+from ..plugins.notifications import NotificationsClient
+from ..plugins.rollups import RollupsClient
+from ..plugins.transforms import TransformsClient
+from .client import Client
+from .utils import NamespacedClient
+
+
+class PluginsClient(NamespacedClient):
+    alerting: Any
+    index_management: Any
+
+    def __init__(self, client: Client) -> None:
+        super(PluginsClient, self).__init__(client)
+        self.transforms = TransformsClient(client)
+        self.rollups = RollupsClient(client)
+        self.notifications = NotificationsClient(client)
+        self.knn = KnnClient(client)
+        # self.query_workbench = QueryWorkbenchClient(client)
+        # self.reporting = ReportingClient(client)
+        # self.notebooks = NotebooksClient(client)
+        self.alerting = AlertingClient(client)
+        # self.anomaly_detection = AnomalyDetectionClient(client)
+        # self.trace_analytics = TraceAnalyticsClient(client)
+        self.index_management = IndexManagementClient(client)
+
+        self._dynamic_lookup(client)
+
+    def _dynamic_lookup(self, client: Any) -> None:
+        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
+
+        plugins = [
+            # "query_workbench",
+            # "reporting",
+            # "notebooks",
+            "alerting",
+            # "anomaly_detection",
+            # "trace_analytics",
+            "index_management",
+        ]
+        for plugin in plugins:
+            if not hasattr(client, plugin):
+                setattr(client, plugin, getattr(self, plugin))
+            else:
+                warnings.warn(
+                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
+                    category=RuntimeWarning,
+                    stacklevel=2,
+                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
new file mode 100644
index 000000000..7393e0ac6
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
@@ -0,0 +1,38 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class RemoteClient(NamespacedClient):
+    @query_params()
+    def info(self, params: Any = None, headers: Any = None) -> Any:
+        return self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
new file mode 100644
index 000000000..20e22eaea
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, query_params
+
+
+class RemoteStoreClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def restore(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores from remote store.
+
+
+        :arg body: Comma-separated list of index IDs
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
new file mode 100644
index 000000000..bd764c3c7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
@@ -0,0 +1,151 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SearchPipelineClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def get(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves information about a specified search pipeline.
+
+
+        :arg id: Comma-separated list of search pipeline ids. Wildcards
+            supported.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
new file mode 100644
index 000000000..4061f6dd0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
@@ -0,0 +1,2344 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SecurityClient(NamespacedClient):
+    from ._patch import health_check, update_audit_config  # type: ignore
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_account_details(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns account details for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/account", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def change_password(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the password for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/account",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one action group.
+
+
+        :arg action_group: Action group to retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_action_groups(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all action groups.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a specified action group.
+
+
+        :arg action_group: Action group to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified action group.
+
+
+        :arg action_group: The name of the action group to create or
+            replace.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an action group.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_action_groups(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple action groups in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_users(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_users(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple internal users in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_roles(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all roles.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_roles(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple roles in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/roles",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role_mappings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all role mappings.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role_mappings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates multiple role mappings in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenants(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all tenants.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify a single tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_tenants(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify multiple tenants in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/tenants",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the current Security plugin configuration in JSON format.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the existing configuration using the REST API. Only accessible
+        by admins and users with rest api access and only when put or patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/securityconfig/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update the existing configuration using the REST API.
+        Only accessible by admins and users with rest api access and only when put or
+        patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    def get_distinguished_names(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the cluster security certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def reload_transport_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload Transport layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/transport/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def reload_http_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload HTTP layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/http/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def flush_cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Flushes the Security plugin user, authentication, and authorization cache.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
+    def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks to see if the Security plugin is up and running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/health", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_audit_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/audit/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update specified fields in the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/audit",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_distinguished_names(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Bulk update of distinguished names. Only accessible to super-admins and with
+        rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/nodesdn",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "auth_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def authinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authentication information.
+
+
+        :arg auth_type: The type of current authentication request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: Indicates whether a verbose response should be
+            returned.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def authtoken(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authorization token.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Not supported for cache API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def config_upgrade_check(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Check whether or not an upgrade can be performed and what resources can be
+        updated.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def config_upgrade_perform(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Helps cluster operator upgrade missing defaults and stale default definitions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/_upgrade_perform",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the allowlisted APIs. Accessible via Super Admin
+        certificate or REST API permission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_update_tenancy_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the multi-tenancy configuration. Only accessible to admins
+        and users with REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_user_legacy(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all distinguished names in the specified cluster or node allow list.
+        Only accessible to super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_obo_token(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates On-Behalf-Of token for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/api/generateonbehalfoftoken",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_user_token(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins", "_security", "api", "internalusers", username, "authtoken"
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_user_token_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_allowlist(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_dashboards_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    def get_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_permissions_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the evaluated REST API permissions for the currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/permissionsinfo",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
+    def get_sslinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the SSL configuration information.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg show_dn: The domain names from all certificates.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenancy_config(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves multi-tenancy configuration. Only accessible to admins and users with
+        REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_users_legacy(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/user", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def migrate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Migrates security configuration from v6 to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a distinguished cluster name for a specific cluster. Only accessible to
+        super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def post_dashboards_info(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/dashboardsinfo",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def tenant_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the tenant names if any exist. Only accesible to super admins or
+        kibanaserver user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the specified distinguished names in the cluster or node allow
+        list. Only accessible to super-admins and with rest-api permissions when
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
+    )
+    def validate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks whether the v6 security configuration is valid and ready to be migrated
+        to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def who_am_i(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/whoami", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def who_am_i_protected(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user. User
+        needs to have access to this endpoint when authorization at REST layer is
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
new file mode 100644
index 000000000..2f0cd1d71
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
@@ -0,0 +1,611 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SnapshotClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def create(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a snapshot in a repository.
+
+
+        :arg repository: Repository for the snapshot.
+        :arg snapshot: Name of the snapshot. Must be unique in the
+            repository.
+        :arg body: The snapshot definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: If `true`, the request returns a
+            response when the snapshot is complete. If `false`, the request returns
+            a response when the snapshot initializes. Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def delete(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def get(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a snapshot.
+
+
+        :arg repository: Comma-separated list of snapshot repository
+            names used to limit the request. Wildcard (*) expressions are supported.
+        :arg snapshot: Comma-separated list of snapshot names to
+            retrieve. Also accepts wildcards (*). - To get information about all
+            snapshots in a registered repository, use a wildcard (*) or _all. - To
+            get information about any snapshots that are currently running, use
+            _current.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, the request returns an error
+            for any snapshots that are unavailable. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If true, returns additional information about each
+            snapshot such as the version of Opensearch which took the snapshot, the
+            start and end times of the snapshot, and the number of shards
+            snapshotted.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a repository.
+
+
+        :arg repository: Name of the snapshot repository to unregister.
+            Wildcard (`*`) patterns are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_repository(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a repository.
+
+
+        :arg repository: A comma-separated list of repository names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_snapshot", repository), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "verify",
+    )
+    def create_repository(
+        self,
+        repository: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a repository.
+
+
+        :arg repository: A repository name
+        :arg body: The repository definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        :arg verify: Whether to verify the repository after creation
+        """
+        for param in (repository, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def restore(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A snapshot name
+        :arg body: Details of what to restore
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, snapshot, "_restore"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def status(
+        self,
+        repository: Any = None,
+        snapshot: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the status of a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether to ignore unavailable
+            snapshots, defaults to false which means a SnapshotMissingException is
+            thrown Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot, "_status"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def verify_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Verifies a repository.
+
+
+        :arg repository: A repository name
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_verify"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def cleanup_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes stale data from repository.
+
+
+        :arg repository: Snapshot repository to clean up.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_cleanup"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def clone(
+        self,
+        repository: Any,
+        snapshot: Any,
+        target_snapshot: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones indices from one snapshot into another snapshot in the same repository.
+
+
+        :arg repository: A repository name
+        :arg snapshot: The name of the snapshot to clone from
+        :arg target_snapshot: The name of the cloned snapshot to create
+        :arg body: The snapshot clone definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot, target_snapshot, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
new file mode 100644
index 000000000..037054324
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
@@ -0,0 +1,194 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TasksClient(NamespacedClient):
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "group_by",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    def list(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of tasks.
+
+
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg group_by: Key used to group tasks in the response. Valid
+            choices are nodes, parents, none.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: Parent task ID used to limit returned
+            information. To return all tasks, omit this parameter or use a value of
+            `-1`.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "actions",
+        "error_trace",
+        "filter_path",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def cancel(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Cancels a task, if it can be cancelled through an API.
+
+
+        :arg task_id: ID of the task.
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names used to
+            limit the request.
+        :arg parent_task_id: Parent task ID used to limit the tasks.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request block until the
+            cancellation of the task and its descendant tasks is completed. Defaults
+            to false Default is false.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_tasks", task_id, "_cancel"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    def get(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a task.
+
+
+        :arg task_id: ID of the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the task has completed. Default is false.
+        """
+        if task_id in SKIP_IN_PATH:
+            warnings.warn(
+                "Calling client.tasks.get() without a task_id is deprecated "
+                "and will be removed in v8.0. Use client.tasks.list() instead.",
+                category=DeprecationWarning,
+                stacklevel=3,
+            )
+
+        return self.transport.perform_request(
+            "GET", _make_path("_tasks", task_id), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
new file mode 100644
index 000000000..a38c30cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
@@ -0,0 +1,226 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from __future__ import unicode_literals
+
+import base64
+import weakref
+from datetime import date, datetime
+from functools import wraps
+from typing import Any, Callable, Optional
+
+from opensearchpy.serializer import Serializer
+
+from ..compat import quote, string_types, to_bytes, to_str, unquote, urlparse
+
+# parts of URL to be omitted
+SKIP_IN_PATH: Any = (None, "", b"", [], ())
+
+
+def _normalize_hosts(hosts: Any) -> Any:
+    """
+    Helper function to transform hosts argument to
+    :class:`~opensearchpy.OpenSearch` to a list of dicts.
+    """
+    # if hosts are empty, just defer to defaults down the line
+    if hosts is None:
+        return [{}]
+
+    # passed in just one string
+    if isinstance(hosts, string_types):
+        hosts = [hosts]
+
+    out = []
+    # normalize hosts to dicts
+    for host in hosts:
+        if isinstance(host, string_types):
+            if "://" not in host:
+                host = "//%s" % host  # type: ignore
+
+            parsed_url = urlparse(host)
+            h = {"host": parsed_url.hostname}
+
+            if parsed_url.port:
+                h["port"] = parsed_url.port
+
+            if parsed_url.scheme == "https":
+                h["port"] = parsed_url.port or 443
+                h["use_ssl"] = True
+
+            if parsed_url.username or parsed_url.password:
+                h["http_auth"] = "%s:%s" % (
+                    unquote(parsed_url.username),
+                    unquote(parsed_url.password),
+                )
+
+            if parsed_url.path and parsed_url.path != "/":
+                h["url_prefix"] = parsed_url.path
+
+            out.append(h)
+        else:
+            out.append(host)
+    return out
+
+
+def _escape(value: Any) -> Any:
+    """
+    Escape a single value of a URL string or a query parameter. If it is a list
+    or tuple, turn it into a comma-separated string first.
+    """
+
+    # make sequences into comma-separated stings
+    if isinstance(value, (list, tuple)):
+        value = ",".join(value)
+
+    # dates and datetimes into isoformat
+    elif isinstance(value, (date, datetime)):
+        value = value.isoformat()
+
+    # make bools into true/false strings
+    elif isinstance(value, bool):
+        value = str(value).lower()
+
+    # don't decode bytestrings
+    elif isinstance(value, bytes):
+        return value
+
+    # encode strings to utf-8
+    if isinstance(value, string_types):
+        if isinstance(value, str):
+            return value.encode("utf-8")
+
+    return str(value)
+
+
+def _make_path(*parts: Any) -> str:
+    """
+    Create a URL string from parts, omit all `None` values and empty strings.
+    Convert lists and tuples to comma separated values.
+    """
+    # TODO: maybe only allow some parts to be lists/tuples ?
+    return "/" + "/".join(
+        # preserve ',' and '*' in url for nicer URLs in logs
+        quote(_escape(p), b",*")
+        for p in parts
+        if p not in SKIP_IN_PATH
+    )
+
+
+# parameters that apply to all methods
+GLOBAL_PARAMS = ("pretty", "human", "error_trace", "format", "filter_path")
+
+
+def query_params(*opensearch_query_params: Any) -> Callable:  # type: ignore
+    """
+    Decorator that pops all accepted parameters from method's kwargs and puts
+    them in the params argument.
+    """
+
+    def _wrapper(func: Any) -> Any:
+        @wraps(func)
+        def _wrapped(*args: Any, **kwargs: Any) -> Any:
+            params = (kwargs.pop("params", None) or {}).copy()
+            headers = {
+                k.lower(): v
+                for k, v in (kwargs.pop("headers", None) or {}).copy().items()
+            }
+
+            if "opaque_id" in kwargs:
+                headers["x-opaque-id"] = kwargs.pop("opaque_id")
+
+            http_auth = kwargs.pop("http_auth", None)
+            api_key = kwargs.pop("api_key", None)
+
+            if http_auth is not None and api_key is not None:
+                raise ValueError(
+                    "Only one of 'http_auth' and 'api_key' may be passed at a time"
+                )
+            elif http_auth is not None:
+                headers["authorization"] = "Basic %s" % (
+                    _base64_auth_header(http_auth),
+                )
+            elif api_key is not None:
+                headers["authorization"] = "ApiKey %s" % (_base64_auth_header(api_key),)
+
+            # don't escape ignore, request_timeout, or timeout
+            for p in ("ignore", "request_timeout", "timeout"):
+                if p in kwargs:
+                    params[p] = kwargs.pop(p)
+
+            for p in opensearch_query_params + GLOBAL_PARAMS:
+                if p in kwargs:
+                    v = kwargs.pop(p)
+                    if v is not None:
+                        params[p] = _escape(v)
+
+            return func(*args, params=params, headers=headers, **kwargs)
+
+        return _wrapped
+
+    return _wrapper
+
+
+def _bulk_body(serializer: Optional[Serializer], body: Any) -> Any:
+    # if not passed in a string, serialize items and join by newline
+    if not isinstance(body, string_types):
+        body = "\n".join(map(serializer.dumps, body))  # type: ignore
+
+    # bulk body must end with a newline
+    if isinstance(body, bytes):
+        if not body.endswith(b"\n"):
+            body += b"\n"
+    elif isinstance(body, string_types) and not body.endswith("\n"):  # type: ignore
+        body += "\n"  # type: ignore
+
+    return body
+
+
+def _base64_auth_header(auth_value: Any) -> str:
+    """Takes either a 2-tuple or a base64-encoded string
+    and returns a base64-encoded string to be used
+    as an HTTP authorization header.
+    """
+    if isinstance(auth_value, (list, tuple)):
+        auth_value = base64.b64encode(to_bytes(":".join(auth_value)))
+    return to_str(auth_value)
+
+
+class NamespacedClient(object):
+    def __init__(self, client: Any) -> None:
+        self.client = client
+
+    @property
+    def transport(self) -> Any:
+        return self.client.transport
+
+
+class AddonClient(NamespacedClient):
+    @classmethod
+    def infect_client(cls: Any, client: NamespacedClient) -> NamespacedClient:
+        addon = cls(weakref.proxy(client))
+        setattr(client, cls.namespace, addon)
+        return client
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
new file mode 100644
index 000000000..1bf6df943
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
@@ -0,0 +1,79 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from collections.abc import Mapping
+from queue import Queue
+from typing import Tuple, Type, Union
+from urllib.parse import quote, quote_plus, unquote, urlencode, urlparse
+
+string_types = str, bytes
+map = map  # pylint: disable=invalid-name
+
+
+def to_str(x: Union[str, bytes], encoding: str = "ascii") -> str:
+    """
+    returns x as a string encoded in "encoding" if it is not already a string
+    :param x: the value to convert to a str
+    :param encoding: the encoding to convert to - see https://docs.python.org/3/library/codecs.html#standard-encodings
+    :return: an encoded str
+    """
+    if not isinstance(x, str):
+        return x.decode(encoding)
+    return x
+
+
+def to_bytes(x: Union[str, bytes], encoding: str = "ascii") -> bytes:
+    if not isinstance(x, bytes):
+        return x.encode(encoding)
+    return x
+
+
+try:
+    reraise_exceptions: Tuple[Type[BaseException], ...] = (RecursionError,)
+except NameError:
+    reraise_exceptions = ()
+
+try:
+    import asyncio
+
+    reraise_exceptions += (asyncio.CancelledError,)
+except (ImportError, AttributeError):
+    pass
+
+
+__all__ = [
+    "string_types",
+    "reraise_exceptions",
+    "quote_plus",
+    "quote",
+    "urlencode",
+    "unquote",
+    "urlparse",
+    "map",
+    "Queue",
+    "Mapping",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
new file mode 100644
index 000000000..b86bd66e3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
@@ -0,0 +1,46 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from .base import Connection
+from .http_requests import RequestsHttpConnection
+from .http_urllib3 import Urllib3HttpConnection, create_ssl_context
+
+__all__ = [
+    "Connection",
+    "RequestsHttpConnection",
+    "Urllib3HttpConnection",
+    "create_ssl_context",
+]
+
+try:
+    from .http_async import AsyncHttpConnection
+
+    __all__ += [
+        "AsyncHttpConnection",
+    ]
+except (ImportError, SyntaxError):
+    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
new file mode 100644
index 000000000..60ca210bb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
@@ -0,0 +1,117 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from six import string_types
+
+import opensearchpy
+from opensearchpy._async.helpers.actions import aiter
+from opensearchpy.serializer import serializer
+
+
+class AsyncConnections(object):
+    _conns: Any
+
+    """
+    Class responsible for holding connections to different clusters. Used as a
+    singleton in this module.
+    """
+
+    def __init__(self) -> None:
+        self._kwargs: Any = {}
+        self._conns: Any = {}
+
+    async def configure(self, **kwargs: Any) -> None:
+        """
+        Configure multiple connections at once, useful for passing in config
+        dictionaries obtained from other sources, like Django's settings or a
+        configuration management tool.
+
+        Example::
+
+            async_connections.configure(
+                default={'hosts': 'localhost'},
+                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
+            )
+
+        Connections will only be constructed lazily when requested through
+        ``get_connection``.
+        """
+        async for k in aiter(list(self._conns)):
+            # try and preserve existing client to keep the persistent connections alive
+            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
+                continue
+            del self._conns[k]
+        self._kwargs = kwargs
+
+    async def add_connection(self, alias: str, conn: Any) -> None:
+        """
+        Add a connection object, it will be passed through as-is.
+        """
+        self._conns[alias] = conn
+
+    async def remove_connection(self, alias: str) -> None:
+        """
+        Remove connection from the registry. Raises ``KeyError`` if connection
+        wasn't found.
+        """
+        errors = 0
+        async for d in aiter((self._conns, self._kwargs)):
+            try:
+                del d[alias]
+            except KeyError:
+                errors += 1
+
+        if errors == 2:
+            raise KeyError("There is no connection with alias %r." % alias)
+
+    async def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
+        """
+        Construct an instance of ``opensearchpy.AsyncOpenSearch`` and register
+        it under given alias.
+        """
+        kwargs.setdefault("serializer", serializer)
+        conn = self._conns[alias] = opensearchpy.AsyncOpenSearch(**kwargs)
+        return conn
+
+    async def get_connection(self, alias: str = "default") -> Any:
+        """
+        Retrieve a connection, construct it if necessary (only configuration
+        was passed to us). If a non-string alias has been passed through we
+        assume it's already a client instance and will just return it as-is.
+
+        Raises ``KeyError`` if no client (or its definition) is registered
+        under the alias.
+        """
+        # do not check isinstance(AsyncOpenSearch) so that people can wrap their
+        # clients
+        if not isinstance(alias, string_types):
+            return alias
+
+        # connection already established
+        try:
+            return self._conns[alias]
+        except KeyError:
+            pass
+
+        # if not, try to create it
+        try:
+            return await self.create_connection(alias, **self._kwargs[alias])
+        except KeyError:
+            # no connection and no kwargs to set one up
+            raise KeyError("There is no connection with alias %r." % alias)
+
+
+async_connections = AsyncConnections()
+configure = async_connections.configure
+add_connection = async_connections.add_connection
+remove_connection = async_connections.remove_connection
+create_connection = async_connections.create_connection
+get_connection = async_connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
new file mode 100644
index 000000000..845598a62
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
@@ -0,0 +1,339 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import gzip
+import io
+import logging
+import os
+import re
+import warnings
+from platform import python_version
+from typing import Any, Collection, Dict, Mapping, Optional, Union
+
+try:
+    import simplejson as json
+except ImportError:
+    import json  # type: ignore
+
+from .._version import __versionstr__
+from ..exceptions import HTTP_EXCEPTIONS, OpenSearchWarning, TransportError
+
+logger = logging.getLogger("opensearch")
+
+# create the opensearchpy.trace logger, but only set propagate to False if the
+# logger hasn't already been configured
+TRACER_ALREADY_CONFIGURED = "opensearchpy.trace" in logging.Logger.manager.loggerDict
+tracer = logging.getLogger("opensearchpy.trace")
+if not TRACER_ALREADY_CONFIGURED:
+    tracer.propagate = False
+
+_WARNING_RE = re.compile(r"\"([^\"]*)\"")
+
+
+class Connection(object):
+    """
+    Class responsible for maintaining a connection to an OpenSearch node. It
+    holds persistent connection pool to it and its main interface
+    (`perform_request`) is thread-safe.
+
+    Also responsible for logging.
+
+    :arg host: hostname of the node (default: localhost)
+    :arg port: port to use (integer, default: 9200)
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg url_prefix: optional url prefix for opensearch
+    :arg timeout: default timeout in seconds (float, default: 10)
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        use_ssl: bool = False,
+        url_prefix: str = "",
+        timeout: int = 10,
+        headers: Optional[Dict[str, str]] = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        **kwargs: Any
+    ) -> None:
+        if port is None:
+            port = 9200
+
+        # Work-around if the implementing class doesn't
+        # define the headers property before calling super().__init__()
+        if not hasattr(self, "headers"):
+            self.headers = {}
+
+        headers = headers or {}
+        for key in headers:
+            self.headers[key.lower()] = headers[key]
+        if opaque_id:
+            self.headers["x-opaque-id"] = opaque_id
+
+        if os.getenv("ELASTIC_CLIENT_APIVERSIONING") == "1":
+            self.headers.setdefault(
+                "accept", "application/vnd.elasticsearch+json;compatible-with=7"
+            )
+
+        self.headers.setdefault("content-type", "application/json")
+        self.headers.setdefault("user-agent", self._get_default_user_agent())
+
+        if http_compress:
+            self.headers["accept-encoding"] = "gzip,deflate"
+
+        scheme = kwargs.get("scheme", "http")
+        if use_ssl or scheme == "https":
+            scheme = "https"
+            use_ssl = True
+        self.use_ssl = use_ssl
+        self.http_compress = http_compress or False
+
+        self.scheme = scheme
+        self.hostname = host
+        self.port = port
+        if ":" in host:  # IPv6
+            self.host = "%s://[%s]" % (scheme, host)
+        else:
+            self.host = "%s://%s" % (scheme, host)
+        if self.port is not None:
+            self.host += ":%s" % self.port
+        if url_prefix:
+            url_prefix = "/" + url_prefix.strip("/")
+        self.url_prefix = url_prefix
+        self.timeout = timeout
+
+    def __repr__(self) -> str:
+        return "<%s: %s>" % (self.__class__.__name__, self.host)
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, Connection):
+            raise TypeError("Unsupported equality check for %s and %s" % (self, other))
+        return self.__hash__() == other.__hash__()
+
+    def __lt__(self, other: object) -> bool:
+        if not isinstance(other, Connection):
+            raise TypeError("Unsupported lt check for %s and %s" % (self, other))
+        return self.__hash__() < other.__hash__()
+
+    def __hash__(self) -> int:
+        return id(self)
+
+    def _gzip_compress(self, body: Any) -> bytes:
+        buf = io.BytesIO()
+        with gzip.GzipFile(fileobj=buf, mode="wb") as f:
+            f.write(body)
+        return buf.getvalue()
+
+    def _raise_warnings(self, warning_headers: Any) -> None:
+        """If 'headers' contains a 'Warning' header raise
+        the warnings to be seen by the user. Takes an iterable
+        of string values from any number of 'Warning' headers.
+        """
+        if not warning_headers:
+            return
+
+        # Grab only the message from each header, the rest is discarded.
+        # Format is: '(number) OpenSearch-(version)-(instance) "(message)"'
+        warning_messages = []
+        for header in warning_headers:
+            # Because 'Requests' does its own folding of multiple HTTP headers
+            # into one header delimited by commas (totally standard compliant, just
+            # annoying for cases like this) we need to expect there may be
+            # more than one message per 'Warning' header.
+            matches = _WARNING_RE.findall(header)
+            if matches:
+                warning_messages.extend(matches)
+            else:
+                # Don't want to throw away any warnings, even if they
+                # don't follow the format we have now. Use the whole header.
+                warning_messages.append(header)
+
+        for message in warning_messages:
+            warnings.warn(message, category=OpenSearchWarning)
+
+    def _pretty_json(self, data: Union[str, bytes]) -> str:
+        # pretty JSON in tracer curl logs
+        try:
+            return json.dumps(
+                json.loads(data), sort_keys=True, indent=2, separators=(",", ": ")
+            ).replace("'", r"\u0027")
+        except (ValueError, TypeError):
+            # non-json data or a bulk request
+            return data  # type: ignore
+
+    def _log_request_response(
+        self, body: Optional[Union[str, bytes]], response: Optional[str]
+    ) -> None:
+        if logger.isEnabledFor(logging.DEBUG):
+            if body and isinstance(body, bytes):
+                body = body.decode("utf-8", "ignore")
+            logger.debug("> %s", body)
+            if response is not None:
+                logger.debug("< %s", response)
+
+    def _log_trace(
+        self,
+        method: str,
+        path: str,
+        body: Optional[Union[str, bytes]],
+        status_code: Optional[int],
+        response: Optional[str],
+        duration: Optional[float],
+    ) -> None:
+        if not tracer.isEnabledFor(logging.INFO) or not tracer.handlers:
+            return
+
+        # include pretty in trace curls
+        path = path.replace("?", "?pretty&", 1) if "?" in path else path + "?pretty"
+        if self.url_prefix:
+            path = path.replace(self.url_prefix, "", 1)
+        tracer.info(
+            "curl %s-X%s 'http://localhost:9200%s' -d '%s'",
+            "-H 'Content-Type: application/json' " if body else "",
+            method,
+            path,
+            self._pretty_json(body) if body else "",
+        )
+
+        if tracer.isEnabledFor(logging.DEBUG):
+            tracer.debug(
+                "#[%s] (%.3fs)\n#%s",
+                status_code,
+                duration,
+                self._pretty_json(response).replace("\n", "\n#") if response else "",
+            )
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        raise NotImplementedError()
+
+    def log_request_success(
+        self,
+        method: str,
+        full_url: str,
+        path: str,
+        body: Any,
+        status_code: int,
+        response: str,
+        duration: float,
+    ) -> None:
+        """Log a successful API call."""
+        #  TODO: optionally pass in params instead of full_url and do urlencode only when needed
+
+        logger.info(
+            "%s %s [status:%s request:%.3fs]", method, full_url, status_code, duration
+        )
+
+        self._log_request_response(body, response)
+        self._log_trace(method, path, body, status_code, response, duration)
+
+    def log_request_fail(
+        self,
+        method: str,
+        full_url: str,
+        path: str,
+        body: Any,
+        duration: float,
+        status_code: Optional[int] = None,
+        response: Optional[str] = None,
+        exception: Optional[Exception] = None,
+    ) -> None:
+        """Log an unsuccessful API call."""
+        # do not log 404s on HEAD requests
+        if method == "HEAD" and status_code == 404:
+            return
+        logger.warning(
+            "%s %s [status:%s request:%.3fs]",
+            method,
+            full_url,
+            status_code or "N/A",
+            duration,
+            exc_info=exception is not None,
+        )
+
+        self._log_request_response(body, response)
+        self._log_trace(method, path, body, status_code, response, duration)
+
+    def _raise_error(
+        self,
+        status_code: int,
+        raw_data: Union[str, bytes],
+        content_type: Optional[str] = None,
+    ) -> None:
+        """Locate appropriate exception and raise it."""
+        error_message = raw_data
+        additional_info = None
+        try:
+            content_type = (
+                "text/plain"
+                if content_type is None
+                else content_type.split(";")[0].strip()
+            )
+            if raw_data and content_type == "application/json":
+                additional_info = json.loads(raw_data)
+                error_message = additional_info.get("error", error_message)
+                if isinstance(error_message, dict) and "type" in error_message:
+                    error_message = error_message["type"]
+        except (ValueError, TypeError) as err:
+            logger.warning("Undecodable raw error response from server: %s", err)
+
+        raise HTTP_EXCEPTIONS.get(status_code, TransportError)(
+            status_code, error_message, additional_info
+        )
+
+    def _get_default_user_agent(self) -> str:
+        return "opensearch-py/%s (Python %s)" % (__versionstr__, python_version())
+
+    @staticmethod
+    def default_ca_certs() -> Union[str, None]:
+        """
+        Get the default CA certificate bundle, preferring those configured in
+        the standard OpenSSL environment variables before those provided by
+        certifi (if available)
+        """
+        ca_certs = os.environ.get("SSL_CERT_FILE") or os.environ.get("SSL_CERT_DIR")
+
+        if not ca_certs:
+            try:
+                import certifi
+
+                ca_certs = certifi.where()
+            except ImportError:
+                pass
+
+        return ca_certs
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
new file mode 100644
index 000000000..3f1edc4a1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
@@ -0,0 +1,131 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from six import string_types
+
+import opensearchpy
+from opensearchpy.serializer import serializer
+
+
+class Connections(object):
+    """
+    Class responsible for holding connections to different clusters. Used as a
+    singleton in this module.
+    """
+
+    def __init__(self) -> None:
+        self._kwargs: Any = {}
+        self._conns: Any = {}
+
+    def configure(self, **kwargs: Any) -> None:
+        """
+        Configure multiple connections at once, useful for passing in config
+        dictionaries obtained from other sources, like Django's settings or a
+        configuration management tool.
+
+        Example::
+
+            connections.configure(
+                default={'hosts': 'localhost'},
+                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
+            )
+
+        Connections will only be constructed lazily when requested through
+        ``get_connection``.
+        """
+        for k in list(self._conns):
+            # try and preserve existing client to keep the persistent connections alive
+            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
+                continue
+            del self._conns[k]
+        self._kwargs = kwargs
+
+    def add_connection(self, alias: str, conn: Any) -> None:
+        """
+        Add a connection object, it will be passed through as-is.
+        """
+        self._conns[alias] = conn
+
+    def remove_connection(self, alias: str) -> None:
+        """
+        Remove connection from the registry. Raises ``KeyError`` if connection
+        wasn't found.
+        """
+        errors = 0
+        for d in (self._conns, self._kwargs):
+            try:
+                del d[alias]
+            except KeyError:
+                errors += 1
+
+        if errors == 2:
+            raise KeyError("There is no connection with alias %r." % alias)
+
+    def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
+        """
+        Construct an instance of ``opensearchpy.OpenSearch`` and register
+        it under given alias.
+        """
+        kwargs.setdefault("serializer", serializer)
+        conn = self._conns[alias] = opensearchpy.OpenSearch(**kwargs)
+        return conn
+
+    def get_connection(self, alias: str = "default") -> Any:
+        """
+        Retrieve a connection, construct it if necessary (only configuration
+        was passed to us). If a non-string alias has been passed through we
+        assume it's already a client instance and will just return it as-is.
+
+        Raises ``KeyError`` if no client (or its definition) is registered
+        under the alias.
+        """
+        # do not check isinstance(OpenSearch) so that people can wrap their
+        # clients
+        if not isinstance(alias, string_types):
+            return alias
+
+        # connection already established
+        try:
+            return self._conns[alias]
+        except KeyError:
+            pass
+
+        # if not, try to create it
+        try:
+            return self.create_connection(alias, **self._kwargs[alias])
+        except KeyError:
+            # no connection and no kwargs to set one up
+            raise KeyError("There is no connection with alias %r." % alias)
+
+
+connections = Connections()
+configure = connections.configure
+add_connection = connections.add_connection
+remove_connection = connections.remove_connection
+create_connection = connections.create_connection
+get_connection = connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
new file mode 100644
index 000000000..f5a4ec7c0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
@@ -0,0 +1,307 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+
+
+import asyncio
+import os
+import ssl
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+from .._async._extra_imports import aiohttp, aiohttp_exceptions  # type: ignore
+from .._async.compat import get_running_loop
+from .._async.http_aiohttp import AIOHttpConnection
+from ..compat import reraise_exceptions, string_types, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+class AsyncHttpConnection(AIOHttpConnection):
+    session: Optional[aiohttp.ClientSession]
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        maxsize: Optional[int] = 10,
+        headers: Optional[Mapping[str, str]] = None,
+        ssl_context: Any = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        loop: Any = None,
+        **kwargs: Any
+    ) -> None:
+        self.headers = {}
+
+        super().__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = aiohttp.BasicAuth(login=http_auth[0], password=http_auth[1])
+            elif isinstance(http_auth, string_types):
+                login, password = http_auth.split(":", 1)  # type: ignore
+                http_auth = aiohttp.BasicAuth(login=login, password=password)
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        self.ssl_assert_fingerprint = ssl_assert_fingerprint
+        if self.use_ssl and ssl_context is None:
+            if ssl_version is None:
+                ssl_context = ssl.create_default_context()
+            else:
+                ssl_context = ssl.SSLContext(ssl_version)
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            if verify_certs:
+                ssl_context.verify_mode = ssl.CERT_REQUIRED
+                ssl_context.check_hostname = True
+            else:
+                ssl_context.check_hostname = False
+                ssl_context.verify_mode = ssl.CERT_NONE
+
+            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+                if os.path.isfile(ca_certs):
+                    ssl_context.load_verify_locations(cafile=ca_certs)
+                elif os.path.isdir(ca_certs):
+                    ssl_context.load_verify_locations(capath=ca_certs)
+                else:
+                    raise ImproperlyConfigured("ca_certs parameter is not a path")
+            else:
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+
+            # Use client_cert and client_key variables for SSL certificate configuration.
+            if client_cert and not os.path.isfile(client_cert):
+                raise ImproperlyConfigured("client_cert is not a path to a file")
+            if client_key and not os.path.isfile(client_key):
+                raise ImproperlyConfigured("client_key is not a path to a file")
+            if client_cert and client_key:
+                ssl_context.load_cert_chain(client_cert, client_key)
+            elif client_cert:
+                ssl_context.load_cert_chain(client_cert)
+
+        self.headers.setdefault("connection", "keep-alive")
+        self.loop = loop
+        self.session = None
+
+        # Parameters for creating an aiohttp.ClientSession later.
+        self._limit = maxsize
+        self._http_auth = http_auth
+        self._ssl_context = ssl_context
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.session is None:
+            await self._create_aiohttp_session()
+        assert self.session is not None
+        orig_body = body
+        url_path = self.url_prefix + url
+        if params:
+            query_string = urlencode(params)
+        else:
+            query_string = ""
+
+        # There is a bug in aiohttp that disables the re-use
+        # of the connection in the pool when method=HEAD.
+        # See: https://github.com/aio-libs/aiohttp/issues/1769
+        is_head = False
+        if method == "HEAD":
+            method = "GET"
+            is_head = True
+
+        # Top-tier tip-toeing happening here. Basically
+        # because Pip's old resolver is bad and wipes out
+        # strict pins in favor of non-strict pins of extras
+        # our [async] extra overrides aiohttp's pin of
+        # yarl. yarl released breaking changes, aiohttp pinned
+        # defensively afterwards, but our users don't get
+        # that nice pin that aiohttp set. :( So to play around
+        # this super-defensively we try to import yarl, if we can't
+        # then we pass a string into ClientSession.request() instead.
+        url = self.url_prefix + url
+        if query_string:
+            url = "%s?%s" % (url, query_string)
+        url = self.host + url
+
+        timeout = aiohttp.ClientTimeout(
+            total=timeout if timeout is not None else self.timeout
+        )
+
+        req_headers = self.headers.copy()
+        if headers:
+            req_headers.update(headers)
+
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            req_headers["content-encoding"] = "gzip"
+
+        auth = (
+            self._http_auth if isinstance(self._http_auth, aiohttp.BasicAuth) else None
+        )
+        if callable(self._http_auth):
+            req_headers = {
+                **req_headers,
+                **self._http_auth(method, url, query_string, body),
+            }
+
+        start = self.loop.time()
+        try:
+            async with self.session.request(
+                method,
+                url,
+                data=body,
+                auth=auth,
+                headers=req_headers,
+                timeout=timeout,
+                fingerprint=self.ssl_assert_fingerprint,
+            ) as response:
+                if is_head:  # We actually called 'GET' so throw away the data.
+                    await response.release()
+                    raw_data = ""
+                else:
+                    raw_data = await response.text()
+                duration = self.loop.time() - start
+
+        # We want to reraise a cancellation or recursion error.
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                str(url),
+                url_path,
+                orig_body,
+                self.loop.time() - start,
+                exception=e,
+            )
+            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(
+                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
+            ):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.getall("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method,
+                str(url),
+                url_path,
+                orig_body,
+                duration,
+                status_code=response.status,
+                response=raw_data,
+            )
+            self._raise_error(response.status, raw_data)
+
+        self.log_request_success(
+            method, str(url), url_path, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    async def close(self) -> Any:
+        """
+        Explicitly closes connection
+        """
+        if self.session:
+            await self.session.close()
+            self.session = None
+
+    async def _create_aiohttp_session(self) -> Any:
+        """Creates an aiohttp.ClientSession(). This is delayed until
+        the first call to perform_request() so that AsyncTransport has
+        a chance to set AIOHttpConnection.loop
+        """
+        if self.loop is None:
+            self.loop = get_running_loop()
+        self.session = aiohttp.ClientSession(
+            headers=self.headers,
+            skip_auto_headers=("accept", "accept-encoding"),
+            auto_decompress=True,
+            loop=self.loop,
+            cookie_jar=aiohttp.DummyCookieJar(),
+            response_class=OpenSearchClientResponse,
+            connector=aiohttp.TCPConnector(
+                limit=self._limit, use_dns_cache=True, ssl=self._ssl_context
+            ),
+        )
+
+
+class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
+    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
+        if self._body is None:
+            await self.read()
+
+        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
new file mode 100644
index 000000000..2c1737252
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
@@ -0,0 +1,267 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import time
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+try:
+    import requests
+
+    REQUESTS_AVAILABLE = True
+except ImportError:
+    REQUESTS_AVAILABLE = False
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from ..compat import reraise_exceptions, string_types, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from .base import Connection
+
+
+class RequestsHttpConnection(Connection):
+    """
+    Connection using the `requests` library.
+
+    :arg http_auth: optional http auth information as either ':' separated
+        string or a tuple. Any value will be passed into requests as `auth`.
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg verify_certs: whether to verify SSL certificates
+    :arg ssl_show_warn: show warning when verify certs is disabled
+    :arg ca_certs: optional path to CA bundle. Defaults to configured OpenSSL
+        bundles from environment variables and then certifi before falling
+        back to the standard requests bundle to improve consistency with
+        other Connection implementations
+    :arg client_cert: path to the file containing the private key and the
+        certificate, or cert only if using client_key
+    :arg client_key: path to the file containing the private key if using
+        separate cert and key files (client_cert will contain only the cert)
+    :arg headers: any custom http headers to be add to requests
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    :arg pool_maxsize: Maximum connection pool size used by pool-manager
+        For custom connection-pooling on current session
+    :arg metrics: metrics is an instance of a subclass of the
+        :class:`~opensearchpy.Metrics` class, used for collecting
+        and reporting metrics related to the client's operations;
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: bool = True,
+        ssl_show_warn: bool = True,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        headers: Any = None,
+        http_compress: Any = None,
+        opaque_id: Any = None,
+        pool_maxsize: Any = None,
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        self.metrics = metrics
+        if not REQUESTS_AVAILABLE:
+            raise ImproperlyConfigured(
+                "Please install requests to use RequestsHttpConnection."
+            )
+
+        # Initialize Session so .headers works before calling super().__init__().
+        self.session = requests.Session()
+        for key in list(self.session.headers):
+            self.session.headers.pop(key)
+
+        # Mount http-adapter with custom connection-pool size. Default=10
+        if pool_maxsize and isinstance(pool_maxsize, int):
+            pool_adapter = requests.adapters.HTTPAdapter(pool_maxsize=pool_maxsize)
+            self.session.mount("http://", pool_adapter)
+            self.session.mount("https://", pool_adapter)
+
+        super(RequestsHttpConnection, self).__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if not self.http_compress:
+            # Need to set this to 'None' otherwise Requests adds its own.
+            self.session.headers["accept-encoding"] = None  # type: ignore
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = tuple(http_auth)
+            elif isinstance(http_auth, string_types):
+                http_auth = tuple(http_auth.split(":", 1))  # type: ignore
+            self.session.auth = http_auth
+
+        self.base_url = "%s%s" % (
+            self.host,
+            self.url_prefix,
+        )
+        self.session.verify = verify_certs
+        if not client_key:
+            self.session.cert = client_cert
+        elif client_cert:
+            # cert is a tuple of (certfile, keyfile)
+            self.session.cert = (client_cert, client_key)
+        if ca_certs:
+            if not verify_certs:
+                raise ImproperlyConfigured(
+                    "You cannot pass CA certificates when verify SSL is off."
+                )
+            self.session.verify = ca_certs
+        elif verify_certs:
+            ca_certs = self.default_ca_certs()
+            if ca_certs:
+                self.session.verify = ca_certs
+
+        if not ssl_show_warn:
+            requests.packages.urllib3.disable_warnings()  # type: ignore
+
+        if self.use_ssl and not verify_certs and ssl_show_warn:
+            warnings.warn(
+                "Connecting to %s using SSL with verify_certs=False is insecure."
+                % self.host
+            )
+
+    def perform_request(  # type: ignore
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        allow_redirects: Optional[bool] = True,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        url = self.base_url + url
+        headers = headers or {}
+        if params:
+            url = "%s?%s" % (url, urlencode(params or {}))
+
+        orig_body = body
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            headers["content-encoding"] = "gzip"  # type: ignore
+
+        start = time.time()
+        request = requests.Request(method=method, headers=headers, url=url, data=body)
+        prepared_request = self.session.prepare_request(request)
+        settings = self.session.merge_environment_settings(
+            prepared_request.url, {}, None, None, None
+        )
+        send_kwargs: Any = {
+            "timeout": timeout or self.timeout,
+            "allow_redirects": allow_redirects,
+        }
+        send_kwargs.update(settings)
+        try:
+            self.metrics.request_start()
+            response = self.session.send(prepared_request, **send_kwargs)
+            duration = time.time() - start
+            raw_data = response.content.decode("utf-8", "surrogatepass")
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                url,
+                prepared_request.path_url,
+                orig_body,
+                time.time() - start,
+                exception=e,
+            )
+            if isinstance(e, requests.exceptions.SSLError):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(e, requests.Timeout):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+        finally:
+            self.metrics.request_end()
+
+        # raise warnings if any from the 'Warnings' header.
+        warnings_headers = (
+            (response.headers["warning"],) if "warning" in response.headers else ()
+        )
+        self._raise_warnings(warnings_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if (
+            not (200 <= response.status_code < 300)
+            and response.status_code not in ignore
+        ):
+            self.log_request_fail(
+                method,
+                url,
+                response.request.path_url,
+                orig_body,
+                duration,
+                response.status_code,
+                raw_data,
+            )
+            self._raise_error(
+                response.status_code,
+                raw_data,
+                response.headers.get("Content-Type"),
+            )
+
+        self.log_request_success(
+            method,
+            url,
+            response.request.path_url,
+            orig_body,
+            response.status_code,
+            raw_data,
+            duration,
+        )
+
+        return response.status_code, response.headers, raw_data
+
+    @property
+    def headers(self) -> Any:  # type: ignore
+        return self.session.headers
+
+    def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        self.session.close()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
new file mode 100644
index 000000000..e3b60cf3f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
@@ -0,0 +1,329 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import ssl
+import time
+import warnings
+from typing import Any, Callable, Collection, Mapping, Optional, Union
+
+import urllib3
+from urllib3.exceptions import ReadTimeoutError
+from urllib3.exceptions import SSLError as UrllibSSLError
+from urllib3.util.retry import Retry
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from ..compat import reraise_exceptions, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from .base import Connection
+
+# sentinel value for `verify_certs` and `ssl_show_warn`.
+# This is used to detect if a user is passing in a value
+# for SSL kwargs if also using an SSLContext.
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+def create_ssl_context(**kwargs: Any) -> Any:
+    """
+    A helper function around creating an SSL context
+
+    https://docs.python.org/3/library/ssl.html#context-creation
+
+    Accepts kwargs in the same manner as `create_default_context`.
+    """
+    ctx = ssl.create_default_context(**kwargs)
+    return ctx
+
+
+class Urllib3HttpConnection(Connection):
+    """
+    Default connection class using the `urllib3` library and the http protocol.
+
+    :arg host: hostname of the node (default: localhost)
+    :arg port: port to use (integer, default: 9200)
+    :arg url_prefix: optional url prefix for opensearch
+    :arg timeout: default timeout in seconds (float, default: 10)
+    :arg http_auth: optional http auth information as either ':' separated
+        string or a tuple
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg verify_certs: whether to verify SSL certificates
+    :arg ssl_show_warn: show warning when verify certs is disabled
+    :arg ca_certs: optional path to CA bundle.
+        See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
+        for instructions how to get default set
+    :arg client_cert: path to the file containing the private key and the
+        certificate, or cert only if using client_key
+    :arg client_key: path to the file containing the private key if using
+        separate cert and key files (client_cert will contain only the cert)
+    :arg ssl_version: version of the SSL protocol to use. Choices are:
+        SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
+        ``ssl`` module for exact options for your environment).
+    :arg ssl_assert_hostname: use hostname verification if not `False`
+    :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
+    :arg pool_maxsize: the number of connections which will be kept open to this
+        host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
+        information.
+    :arg headers: any custom http headers to be add to requests
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    :arg metrics: metrics is an instance of a subclass of the
+        :class:`~opensearchpy.Metrics` class, used for collecting
+        and reporting metrics related to the client's operations;
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_hostname: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        pool_maxsize: Any = None,
+        headers: Any = None,
+        ssl_context: Any = None,
+        http_compress: Any = None,
+        opaque_id: Any = None,
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        self.metrics = metrics
+        # Initialize headers before calling super().__init__().
+        self.headers = urllib3.make_headers(keep_alive=True)
+
+        super(Urllib3HttpConnection, self).__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        self.http_auth = http_auth
+        if self.http_auth is not None:
+            if isinstance(self.http_auth, Callable):  # type: ignore
+                pass
+            elif isinstance(self.http_auth, (tuple, list)):
+                self.headers.update(
+                    urllib3.make_headers(basic_auth=":".join(http_auth))
+                )
+            else:
+                self.headers.update(urllib3.make_headers(basic_auth=http_auth))
+
+        pool_class: Any = urllib3.HTTPConnectionPool
+        kw = {}
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        # if ssl_context provided use SSL by default
+        if ssl_context and self.use_ssl:
+            pool_class = urllib3.HTTPSConnectionPool
+            kw.update(
+                {
+                    "assert_fingerprint": ssl_assert_fingerprint,
+                    "ssl_context": ssl_context,
+                }
+            )
+
+        elif self.use_ssl:
+            pool_class = urllib3.HTTPSConnectionPool
+            kw.update(
+                {
+                    "ssl_version": ssl_version,
+                    "assert_hostname": ssl_assert_hostname,
+                    "assert_fingerprint": ssl_assert_fingerprint,
+                }
+            )
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+
+                kw.update(
+                    {
+                        "cert_reqs": "CERT_REQUIRED",
+                        "ca_certs": ca_certs,
+                        "cert_file": client_cert,
+                        "key_file": client_key,
+                    }
+                )
+            else:
+                kw["cert_reqs"] = "CERT_NONE"
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+                if not ssl_show_warn:
+                    urllib3.disable_warnings()
+
+        if pool_maxsize and isinstance(pool_maxsize, int):
+            kw["maxsize"] = pool_maxsize
+
+        self._urllib3_pool_factory = lambda: pool_class(
+            self.hostname, port=self.port, timeout=self.timeout, **kw
+        )
+        self._create_urllib3_pool()
+
+    def _create_urllib3_pool(self) -> None:
+        self.pool = self._urllib3_pool_factory()  # type: ignore
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.pool is None:
+            self._create_urllib3_pool()
+        assert self.pool is not None
+
+        url = self.url_prefix + url
+        if params:
+            url = "%s?%s" % (url, urlencode(params))
+
+        full_url = self.host + url
+
+        start = time.time()
+        orig_body = body
+        try:
+            kw = {}
+            if timeout:
+                kw["timeout"] = timeout
+
+            # in python2 we need to make sure the url and method are not
+            # unicode. Otherwise the body will be decoded into unicode too and
+            # that will fail (#133, #201).
+            if not isinstance(url, str):
+                url = url.encode("utf-8")
+            if not isinstance(method, str):
+                method = method.encode("utf-8")
+
+            request_headers = self.headers.copy()
+            request_headers.update(headers or ())
+
+            if self.http_compress and body:
+                body = self._gzip_compress(body)
+                request_headers["content-encoding"] = "gzip"
+
+            if self.http_auth is not None:
+                if isinstance(self.http_auth, Callable):  # type: ignore
+                    request_headers.update(self.http_auth(method, full_url, body))
+
+            self.metrics.request_start()
+
+            response = self.pool.urlopen(
+                method, url, body, retries=Retry(False), headers=request_headers, **kw
+            )
+            duration = time.time() - start
+            raw_data = response.data.decode("utf-8", "surrogatepass")
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method, full_url, url, orig_body, time.time() - start, exception=e
+            )
+            if isinstance(e, UrllibSSLError):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(e, ReadTimeoutError):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+        finally:
+            self.metrics.request_end()
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.get_all("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method, full_url, url, orig_body, duration, response.status, raw_data
+            )
+            self._raise_error(
+                response.status,
+                raw_data,
+                self.get_response_headers(response).get("content-type"),
+            )
+
+        self.log_request_success(
+            method, full_url, url, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    def get_response_headers(self, response: Any) -> Any:
+        return {header.lower(): value for header, value in response.headers.items()}
+
+    def close(self) -> None:
+        """
+        Explicitly closes connection
+        """
+        if self.pool:
+            self.pool.close()
+            self.pool = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
new file mode 100644
index 000000000..a7a61f4b3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
@@ -0,0 +1,68 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .base import Connection
+
+try:
+    import queue
+except ImportError:
+    import Queue as queue  # type: ignore
+
+
+class PoolingConnection(Connection):
+    _free_connections: queue.Queue[Connection]
+
+    """
+    Base connection class for connections that use libraries without thread
+    safety and no capacity for connection pooling. To use this just implement a
+    ``_make_connection`` method that constructs a new connection and returns
+    it.
+    """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        self._free_connections = queue.Queue()
+        super(PoolingConnection, self).__init__(*args, **kwargs)
+
+    def _make_connection(self) -> Connection:
+        raise NotImplementedError
+
+    def _get_connection(self) -> Connection:
+        try:
+            return self._free_connections.get_nowait()
+        except queue.Empty:
+            return self._make_connection()
+
+    def _release_connection(self, con: Connection) -> None:
+        self._free_connections.put(con)
+
+    def close(self) -> None:
+        """
+        Explicitly close connection
+        """
+        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
new file mode 100644
index 000000000..d796aa13a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
@@ -0,0 +1,335 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import logging
+import random
+import threading
+import time
+from queue import Empty, PriorityQueue
+from typing import Any, Dict, Optional, Sequence, Tuple, Type
+
+from .connection import Connection
+from .exceptions import ImproperlyConfigured
+
+logger: logging.Logger = logging.getLogger("opensearch")
+
+
+class ConnectionSelector(object):
+    """
+    Simple class used to select a connection from a list of currently live
+    connection instances. In init time it is passed a dictionary containing all
+    the connections' options which it can then use during the selection
+    process. When the `select` method is called it is given a list of
+    *currently* live connections to choose from.
+
+    The options dictionary is the one that has been passed to
+    :class:`~opensearchpy.Transport` as `hosts` param and the same that is
+    used to construct the Connection object itself. When the Connection was
+    created from information retrieved from the cluster via the sniffing
+    process it will be the dictionary returned by the `host_info_callback`.
+
+    Example of where this would be useful is a zone-aware selector that would
+    only select connections from its own zones and only fall back to other
+    connections where there would be none in its zones.
+    """
+
+    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
+        """
+        :arg opts: dictionary of connection instances and their options
+        """
+        self.connection_opts = opts
+
+    def select(self, connections: Sequence[Connection]) -> None:
+        """
+        Select a connection from the given list.
+
+        :arg connections: list of live connections to choose from
+        """
+        pass
+
+
+class RandomSelector(ConnectionSelector):
+    """
+    Select a connection at random
+    """
+
+    def select(self, connections: Sequence[Connection]) -> Any:
+        return random.choice(connections)
+
+
+class RoundRobinSelector(ConnectionSelector):
+    """
+    Selector using round-robin.
+    """
+
+    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
+        super(RoundRobinSelector, self).__init__(opts)
+        self.data = threading.local()
+
+    def select(self, connections: Sequence[Connection]) -> Any:
+        self.data.rr = getattr(self.data, "rr", -1) + 1
+        self.data.rr %= len(connections)
+        return connections[self.data.rr]
+
+
+class ConnectionPool(object):
+    """
+    Container holding the :class:`~opensearchpy.Connection` instances,
+    managing the selection process (via a
+    :class:`~opensearchpy.ConnectionSelector`) and dead connections.
+
+    It's only interactions are with the :class:`~opensearchpy.Transport` class
+    that drives all the actions within `ConnectionPool`.
+
+    Initially connections are stored on the class as a list and, along with the
+    connection options, get passed to the `ConnectionSelector` instance for
+    future reference.
+
+    Upon each request the `Transport` will ask for a `Connection` via the
+    `get_connection` method. If the connection fails (its `perform_request`
+    raises a `ConnectionError`) it will be marked as dead (via `mark_dead`) and
+    put on a timeout (if it fails N times in a row the timeout is exponentially
+    longer - the formula is `default_timeout * 2 ** (fail_count - 1)`). When
+    the timeout is over the connection will be resurrected and returned to the
+    live pool. A connection that has been previously marked as dead and
+    succeeds will be marked as live (its fail count will be deleted).
+    """
+
+    connections_opts: Sequence[Tuple[Connection, Any]]
+    connections: Any
+    orig_connections: Tuple[Connection, ...]
+    dead: Any
+    dead_count: Dict[Any, int]
+    dead_timeout: float
+    timeout_cutoff: int
+    selector: Any
+
+    def __init__(
+        self,
+        connections: Any,
+        dead_timeout: float = 60,
+        timeout_cutoff: int = 5,
+        selector_class: Type[ConnectionSelector] = RoundRobinSelector,
+        randomize_hosts: bool = True,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg connections: list of tuples containing the
+            :class:`~opensearchpy.Connection` instance and its options
+        :arg dead_timeout: number of seconds a connection should be retired for
+            after a failure, increases on consecutive failures
+        :arg timeout_cutoff: number of consecutive failures after which the
+            timeout doesn't increase
+        :arg selector_class: :class:`~opensearchpy.ConnectionSelector`
+            subclass to use if more than one connection is live
+        :arg randomize_hosts: shuffle the list of connections upon arrival to
+            avoid dog piling effect across processes
+        """
+        if not connections:
+            raise ImproperlyConfigured(
+                "No defined connections, you need to " "specify at least one host."
+            )
+        self.connection_opts = connections
+        self.connections = [c for (c, opts) in connections]
+        # remember original connection list for resurrect(force=True)
+        self.orig_connections = tuple(self.connections)
+        # PriorityQueue for thread safety and ease of timeout management
+        self.dead = PriorityQueue(len(self.connections))
+        self.dead_count = {}
+
+        if randomize_hosts:
+            # randomize the connection list to avoid all clients hitting same node
+            # after startup/restart
+            random.shuffle(self.connections)
+
+        # default timeout after which to try resurrecting a connection
+        self.dead_timeout = dead_timeout
+        self.timeout_cutoff = timeout_cutoff
+
+        self.selector = selector_class(dict(connections))  # type: ignore
+
+    def mark_dead(self, connection: Any, now: Optional[float] = None) -> None:
+        """
+        Mark the connection as dead (failed). Remove it from the live pool and
+        put it on a timeout.
+
+        :arg connection: the failed instance
+        """
+        # allow inject for testing purposes
+        now = now if now else time.time()
+        try:
+            self.connections.remove(connection)
+        except ValueError:
+            logger.info(
+                "Attempted to remove %r, but it does not exist in the connection pool.",
+                connection,
+            )
+            # connection not alive or another thread marked it already, ignore
+            return
+        else:
+            dead_count = self.dead_count.get(connection, 0) + 1
+            self.dead_count[connection] = dead_count
+            timeout = self.dead_timeout * 2 ** min(dead_count - 1, self.timeout_cutoff)
+            self.dead.put((now + timeout, connection))
+            logger.warning(
+                "Connection %r has failed for %i times in a row, putting on %i second timeout.",
+                connection,
+                dead_count,
+                timeout,
+            )
+
+    def mark_live(self, connection: Any) -> None:
+        """
+        Mark connection as healthy after a resurrection. Resets the fail
+        counter for the connection.
+
+        :arg connection: the connection to redeem
+        """
+        try:
+            del self.dead_count[connection]
+        except KeyError:
+            # race condition, safe to ignore
+            pass
+
+    def resurrect(self, force: bool = False) -> Any:
+        """
+        Attempt to resurrect a connection from the dead pool. It will try to
+        locate one (not all) eligible (its timeout is over) connection to
+        return to the live pool. Any resurrected connection is also returned.
+
+        :arg force: resurrect a connection even if there is none eligible (used
+            when we have no live connections). If force is specified resurrect
+            always returns a connection.
+
+        """
+        # no dead connections
+        if self.dead.empty():
+            # we are forced to return a connection, take one from the original
+            # list. This is to avoid a race condition where get_connection can
+            # see no live connections but when it calls resurrect self.dead is
+            # also empty. We assume that other threat has resurrected all
+            # available connections so we can safely return one at random.
+            if force:
+                return random.choice(self.orig_connections)
+            return
+
+        try:
+            # retrieve a connection to check
+            timeout, connection = self.dead.get(block=False)
+        except Empty:
+            # other thread has been faster and the queue is now empty. If we
+            # are forced, return a connection at random again.
+            if force:
+                return random.choice(self.orig_connections)
+            return
+
+        if not force and timeout > time.time():
+            # return it back if not eligible and not forced
+            self.dead.put((timeout, connection))
+            return
+
+        # either we were forced or the connection is eligible to be retried
+        self.connections.append(connection)
+        logger.info("Resurrecting connection %r (force=%s).", connection, force)
+        return connection
+
+    def get_connection(self) -> Any:
+        """
+        Return a connection from the pool using the `ConnectionSelector`
+        instance.
+
+        It tries to resurrect eligible connections, forces a resurrection when
+        no connections are available and passes the list of live connections to
+        the selector instance to choose from.
+
+        Returns a connection instance and its current fail count.
+        """
+        self.resurrect()
+        connections = self.connections[:]
+
+        # no live nodes, resurrect one by force and return it
+        if not connections:
+            return self.resurrect(True)
+
+        # only call selector if we have a selection
+        if len(connections) > 1:
+            return self.selector.select(connections)
+
+        # only one connection, no need for a selector
+        return connections[0]
+
+    def close(self) -> Any:
+        """
+        Explicitly closes connections
+        """
+        for conn in self.connections:
+            conn.close()
+
+    def __repr__(self) -> str:
+        return "<%s: %r>" % (type(self).__name__, self.connections)
+
+
+class DummyConnectionPool(ConnectionPool):
+    def __init__(self, connections: Any, **kwargs: Any) -> None:
+        if len(connections) != 1:
+            raise ImproperlyConfigured(
+                "DummyConnectionPool needs exactly one " "connection defined."
+            )
+        # we need connection opts for sniffing logic
+        self.connection_opts = connections
+        self.connection: Any = connections[0][0]
+        self.connections = (self.connection,)
+
+    def get_connection(self) -> Any:
+        return self.connection
+
+    def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        self.connection.close()
+
+    def _noop(self, *args: Any, **kwargs: Any) -> Any:
+        pass
+
+    mark_dead = mark_live = resurrect = _noop
+
+
+class EmptyConnectionPool(ConnectionPool):
+    """A connection pool that is empty. Errors out if used."""
+
+    def __init__(self, *_: Any, **__: Any) -> None:
+        self.connections = []
+        self.connection_opts = []
+
+    def get_connection(self) -> Connection:
+        raise ImproperlyConfigured("No connections were configured")
+
+    def _noop(self, *args: Any, **kwargs: Any) -> Any:
+        pass
+
+    close = mark_dead = mark_live = resurrect = _noop
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
new file mode 100644
index 000000000..fdea1e2a7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
@@ -0,0 +1,210 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, Dict, Type, Union
+
+__all__ = [
+    "ImproperlyConfigured",
+    "OpenSearchException",
+    "SerializationError",
+    "TransportError",
+    "NotFoundError",
+    "ConflictError",
+    "RequestError",
+    "ConnectionError",
+    "SSLError",
+    "ConnectionTimeout",
+    "AuthenticationException",
+    "AuthorizationException",
+    "OpenSearchDslException",
+    "UnknownDslObject",
+    "ValidationException",
+    "IllegalOperation",
+    "OpenSearchWarning",
+    "OpenSearchDeprecationWarning",
+]
+
+
+class ImproperlyConfigured(Exception):
+    """
+    Exception raised when the config passed to the client is inconsistent or invalid.
+    """
+
+
+class OpenSearchException(Exception):
+    """
+    Base class for all exceptions raised by this package's operations (doesn't
+    apply to :class:`~opensearchpy.ImproperlyConfigured`).
+    """
+
+
+class SerializationError(OpenSearchException):
+    """
+    Data passed in failed to serialize properly in the ``Serializer`` being
+    used.
+    """
+
+
+class TransportError(OpenSearchException):
+    """
+    Exception raised when OpenSearch returns a non-OK (>=400) HTTP status code. Or when
+    an actual connection error happens; in that case the ``status_code`` will
+    be set to ``'N/A'``.
+    """
+
+    @property
+    def status_code(self) -> Union[str, int]:
+        """
+        The HTTP status code of the response that precipitated the error or
+        ``'N/A'`` if not applicable.
+        """
+        return self.args[0]  # type: ignore
+
+    @property
+    def error(self) -> str:
+        """A string error message."""
+        return self.args[1]  # type: ignore
+
+    @property
+    def info(self) -> Union[Dict[str, Any], Exception, Any]:
+        """
+        Dict of returned error info from OpenSearch, where available, underlying
+        exception when not.
+        """
+        return self.args[2]
+
+    def __str__(self) -> str:
+        cause = ""
+        try:
+            if self.info and isinstance(self.info, dict) and "error" in self.info:
+                error = self.info["error"]
+                if isinstance(error, dict):
+                    root_cause = error["root_cause"][0]
+                    cause = ", ".join(
+                        filter(
+                            None,
+                            [
+                                repr(root_cause["reason"]),
+                                root_cause.get("resource.id"),
+                                root_cause.get("resource.type"),
+                            ],
+                        )
+                    )
+
+                else:
+                    cause = repr(self.info["error"])
+        except LookupError:
+            pass
+        msg = ", ".join(filter(None, [str(self.status_code), repr(self.error), cause]))
+        return "%s(%s)" % (self.__class__.__name__, msg)
+
+
+class ConnectionError(TransportError):
+    """
+    Error raised when there was an exception while talking to OpenSearch. Original
+    exception from the underlying :class:`~opensearchpy.Connection`
+    implementation is available as ``.info``.
+    """
+
+    def __str__(self) -> str:
+        return "ConnectionError(%s) caused by: %s(%s)" % (
+            self.error,
+            self.info.__class__.__name__,
+            self.info,
+        )
+
+
+class SSLError(ConnectionError):
+    """Error raised when encountering SSL errors."""
+
+
+class ConnectionTimeout(ConnectionError):
+    """A network timeout. Doesn't cause a node retry by default."""
+
+    def __str__(self) -> str:
+        return "ConnectionTimeout caused by - %s(%s)" % (
+            self.info.__class__.__name__,
+            self.info,
+        )
+
+
+class NotFoundError(TransportError):
+    """Exception representing a 404 status code."""
+
+
+class ConflictError(TransportError):
+    """Exception representing a 409 status code."""
+
+
+class RequestError(TransportError):
+    """Exception representing a 400 status code."""
+
+
+class AuthenticationException(TransportError):
+    """Exception representing a 401 status code."""
+
+
+class AuthorizationException(TransportError):
+    """Exception representing a 403 status code."""
+
+
+class OpenSearchDslException(Exception):
+    """Base class for all OpenSearchDsl exceptions"""
+
+
+class UnknownDslObject(OpenSearchDslException):
+    """Exception representing UnknownDSLObject"""
+
+
+class ValidationException(ValueError, OpenSearchDslException):
+    """Exception representing Validation Error"""
+
+
+class IllegalOperation(OpenSearchDslException):
+    """Exception representing IllegalOperation"""
+
+
+class OpenSearchWarning(Warning):
+    """Warning that is raised when a deprecated option
+    or incorrect usage is flagged via the 'Warning' HTTP header.
+    """
+
+
+# Alias of 'OpenSearchWarning' for backwards compatibility.
+# Additional functionality was added to the 'Warning' HTTP header
+# not related to deprecations.
+OpenSearchDeprecationWarning = OpenSearchWarning
+
+
+# more generic mappings from status_code to python exceptions
+HTTP_EXCEPTIONS: Dict[int, Type[OpenSearchException]] = {
+    400: RequestError,
+    401: AuthenticationException,
+    403: AuthorizationException,
+    404: NotFoundError,
+    409: ConflictError,
+}
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
new file mode 100644
index 000000000..8057de7ec
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
@@ -0,0 +1,67 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from .._async.helpers.actions import (
+    async_bulk,
+    async_reindex,
+    async_scan,
+    async_streaming_bulk,
+)
+from .actions import (
+    _chunk_actions,
+    _process_bulk_chunk,
+    bulk,
+    expand_action,
+    parallel_bulk,
+    reindex,
+    scan,
+    streaming_bulk,
+)
+from .asyncsigner import AWSV4SignerAsyncAuth
+from .errors import BulkIndexError, ScanError
+from .signer import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
+
+__all__ = [
+    "BulkIndexError",
+    "ScanError",
+    "expand_action",
+    "streaming_bulk",
+    "bulk",
+    "parallel_bulk",
+    "scan",
+    "reindex",
+    "_chunk_actions",
+    "_process_bulk_chunk",
+    "AWSV4SignerAuth",
+    "AWSV4SignerAsyncAuth",
+    "RequestsAWSV4SignerAuth",
+    "Urllib3AWSV4SignerAuth",
+    "async_scan",
+    "async_bulk",
+    "async_reindex",
+    "async_streaming_bulk",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
new file mode 100644
index 000000000..c7f241390
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
@@ -0,0 +1,691 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import logging
+import time
+from operator import methodcaller
+from typing import Any, Optional
+
+from ..compat import Mapping, Queue, map, string_types
+from ..exceptions import TransportError
+from .errors import BulkIndexError, ScanError
+
+logger = logging.getLogger("opensearchpy.helpers")
+
+
+def expand_action(data: Any) -> Any:
+    """
+    From one document or action definition passed in by the user extract the
+    action/data lines needed for opensearch's
+    :meth:`~opensearchpy.OpenSearch.bulk` api.
+    """
+    # when given a string, assume user wants to index raw json
+    if isinstance(data, string_types):
+        return '{"index":{}}', data
+
+    # make sure we don't alter the action
+    data = data.copy()
+    op_type = data.pop("_op_type", "index")
+    action: Any = {op_type: {}}
+
+    # If '_source' is a dict use it for source
+    # otherwise if op_type == 'update' then
+    # '_source' should be in the metadata.
+    if (
+        op_type == "update"
+        and "_source" in data
+        and not isinstance(data["_source"], Mapping)
+    ):
+        action[op_type]["_source"] = data.pop("_source")
+
+    for key in (
+        "_id",
+        "_index",
+        "_if_seq_no",
+        "_if_primary_term",
+        "_parent",
+        "_percolate",
+        "_retry_on_conflict",
+        "_routing",
+        "_timestamp",
+        "_version",
+        "_version_type",
+        "if_seq_no",
+        "if_primary_term",
+        "parent",
+        "pipeline",
+        "retry_on_conflict",
+        "routing",
+        "version",
+        "version_type",
+    ):
+        if key in data:
+            if key in {
+                "_if_seq_no",
+                "_if_primary_term",
+                "_parent",
+                "_retry_on_conflict",
+                "_routing",
+                "_version",
+                "_version_type",
+            }:
+                action[op_type][key[1:]] = data.pop(key)
+            else:
+                action[op_type][key] = data.pop(key)
+
+    # no data payload for delete
+    if op_type == "delete":
+        return action, None
+
+    return action, data.get("_source", data)
+
+
+class _ActionChunker:
+    def __init__(self, chunk_size: int, max_chunk_bytes: int, serializer: Any) -> None:
+        self.chunk_size = chunk_size
+        self.max_chunk_bytes = max_chunk_bytes
+        self.serializer = serializer
+
+        self.size = 0
+        self.action_count = 0
+        self.bulk_actions: Any = []
+        self.bulk_data: Any = []
+
+    def feed(self, action: Any, data: Any) -> Any:
+        ret = None
+        raw_data, raw_action = data, action
+        action = self.serializer.dumps(action)
+        # +1 to account for the trailing new line character
+        cur_size = len(action.encode("utf-8")) + 1
+
+        if data is not None:
+            data = self.serializer.dumps(data)
+            cur_size += len(data.encode("utf-8")) + 1
+
+        # full chunk, send it and start a new one
+        if self.bulk_actions and (
+            self.size + cur_size > self.max_chunk_bytes
+            or self.action_count == self.chunk_size
+        ):
+            ret = (self.bulk_data, self.bulk_actions)
+            self.bulk_actions, self.bulk_data = [], []
+            self.size, self.action_count = 0, 0
+
+        self.bulk_actions.append(action)
+        if data is not None:
+            self.bulk_actions.append(data)
+            self.bulk_data.append((raw_action, raw_data))
+        else:
+            self.bulk_data.append((raw_action,))
+
+        self.size += cur_size
+        self.action_count += 1
+        return ret
+
+    def flush(self) -> Any:
+        ret = None
+        if self.bulk_actions:
+            ret = (self.bulk_data, self.bulk_actions)
+            self.bulk_actions, self.bulk_data = [], []
+        return ret
+
+
+def _chunk_actions(
+    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
+) -> Any:
+    """
+    Split actions into chunks by number or size, serialize them into strings in
+    the process.
+    """
+    chunker = _ActionChunker(
+        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
+    )
+    for action, data in actions:
+        ret = chunker.feed(action, data)
+        if ret:
+            yield ret
+    ret = chunker.flush()
+    if ret:
+        yield ret
+
+
+def _process_bulk_chunk_success(
+    resp: Any, bulk_data: Any, ignore_status: Any = (), raise_on_error: bool = True
+) -> Any:
+    # if raise on error is set, we need to collect errors per chunk before raising them
+    errors = []
+
+    # go through request-response pairs and detect failures
+    for data, (op_type, item) in zip(
+        bulk_data, map(methodcaller("popitem"), resp["items"])
+    ):
+        status_code = item.get("status", 500)
+
+        ok = 200 <= status_code < 300
+        if not ok and raise_on_error and status_code not in ignore_status:
+            # include original document source
+            if len(data) > 1:
+                item["data"] = data[1]
+            errors.append({op_type: item})
+
+        if ok or not errors:
+            # if we are not just recording all errors to be able to raise
+            # them all at once, yield items individually
+            yield ok, {op_type: item}
+
+    if errors:
+        raise BulkIndexError("%i document(s) failed to index." % len(errors), errors)
+
+
+def _process_bulk_chunk_error(
+    error: Any,
+    bulk_data: Any,
+    ignore_status: Any = (),
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+) -> Any:
+    # default behavior - just propagate exception
+    if raise_on_exception and error.status_code not in ignore_status:
+        raise error
+
+    # if we are not propagating, mark all actions in current chunk as failed
+    err_message = str(error)
+    exc_errors = []
+
+    for data in bulk_data:
+        # collect all the information about failed actions
+        op_type, action = data[0].copy().popitem()
+        info = {"error": err_message, "status": error.status_code, "exception": error}
+        if op_type != "delete":
+            info["data"] = data[1]
+        info.update(action)
+        exc_errors.append({op_type: info})
+
+    # emulate standard behavior for failed actions
+    if raise_on_error and error.status_code not in ignore_status:
+        raise BulkIndexError(
+            "%i document(s) failed to index." % len(exc_errors), exc_errors
+        )
+    else:
+        for err in exc_errors:
+            yield False, err
+
+
+def _process_bulk_chunk(
+    client: Any,
+    bulk_actions: Any,
+    bulk_data: Any,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Send a bulk request to opensearch and process the output.
+    """
+    if not isinstance(ignore_status, (list, tuple)):
+        ignore_status = (ignore_status,)
+
+    try:
+        # send the actual request
+        resp = client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
+    except TransportError as e:
+        gen = _process_bulk_chunk_error(
+            error=e,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_exception=raise_on_exception,
+            raise_on_error=raise_on_error,
+        )
+    else:
+        gen = _process_bulk_chunk_success(
+            resp=resp,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_error=raise_on_error,
+        )
+    for item in gen:
+        yield item
+
+
+def streaming_bulk(
+    client: Any,
+    actions: Any,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    raise_on_error: bool = True,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    max_retries: int = 0,
+    initial_backoff: int = 2,
+    max_backoff: int = 600,
+    yield_ok: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Streaming bulk consumes actions from the iterable passed in and yields
+    results per action. For non-streaming usecases use
+    :func:`~opensearchpy.helpers.bulk` which is a wrapper around streaming
+    bulk that returns summary information about the bulk operation once the
+    entire input is consumed and sent.
+
+    If you specify ``max_retries`` it will also retry any documents that were
+    rejected with a ``429`` status code. To do this it will wait (**by calling
+    time.sleep which will block**) for ``initial_backoff`` seconds and then,
+    every subsequent rejection for the same chunk, for double the time every
+    time up to ``max_backoff`` seconds.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterable containing the actions to be executed
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg max_retries: maximum number of times a document will be retried when
+        ``429`` is received, set to 0 (default) for no retries on ``429``
+    :arg initial_backoff: number of seconds we should wait before the first
+        retry. Any subsequent retries will be powers of ``initial_backoff *
+        2**retry_number``
+    :arg max_backoff: maximum number of seconds a retry will wait
+    :arg yield_ok: if set to False will skip successful documents in the output
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+    actions = map(expand_action_callback, actions)
+
+    for bulk_data, bulk_actions in _chunk_actions(
+        actions, chunk_size, max_chunk_bytes, client.transport.serializer
+    ):
+        for attempt in range(max_retries + 1):
+            to_retry: Any = []
+            to_retry_data: Any = []
+            if attempt:
+                time.sleep(min(max_backoff, initial_backoff * 2 ** (attempt - 1)))
+
+            try:
+                for data, (ok, info) in zip(
+                    bulk_data,
+                    _process_bulk_chunk(
+                        client,
+                        bulk_actions,
+                        bulk_data,
+                        raise_on_exception,
+                        raise_on_error,
+                        ignore_status,
+                        *args,
+                        **kwargs
+                    ),
+                ):
+                    if not ok:
+                        action, info = info.popitem()
+                        # retry if retries enabled, we get 429, and we are not
+                        # in the last attempt
+                        if (
+                            max_retries
+                            and info["status"] == 429
+                            and (attempt + 1) <= max_retries
+                        ):
+                            # _process_bulk_chunk expects strings so we need to
+                            # re-serialize the data
+                            to_retry.extend(
+                                map(client.transport.serializer.dumps, data)
+                            )
+                            to_retry_data.append(data)
+                        else:
+                            yield ok, {action: info}
+                    elif yield_ok:
+                        yield ok, info
+
+            except TransportError as e:
+                # suppress 429 errors since we will retry them
+                if attempt == max_retries or e.status_code != 429:
+                    raise
+            else:
+                if not to_retry:
+                    break
+                # retry only subset of documents that didn't succeed
+                bulk_actions, bulk_data = to_retry, to_retry_data
+
+
+def bulk(
+    client: Any,
+    actions: Any,
+    stats_only: bool = False,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Helper for the :meth:`~opensearchpy.OpenSearch.bulk` api that provides
+    a more human friendly interface - it consumes an iterator of actions and
+    sends them to opensearch in chunks. It returns a tuple with summary
+    information - number of successfully executed actions and either list of
+    errors or number of errors if ``stats_only`` is set to ``True``. Note that
+    by default we raise a ``BulkIndexError`` when we encounter an error so
+    options like ``stats_only`` only apply when ``raise_on_error`` is set to
+    ``False``.
+
+    When errors are being collected original document data is included in the
+    error dictionary which can lead to an extra high memory usage. If you need
+    to process a lot of data and want to ignore/collect errors please consider
+    using the :func:`~opensearchpy.helpers.streaming_bulk` helper which will
+    just return the errors and not store them in memory.
+
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg stats_only: if `True` only report number of successful/failed
+        operations instead of just number of successful and a list of error responses
+    :arg ignore_status: list of HTTP status code that you want to ignore
+
+    Any additional keyword arguments will be passed to
+    :func:`~opensearchpy.helpers.streaming_bulk` which is used to execute
+    the operation, see :func:`~opensearchpy.helpers.streaming_bulk` for more
+    accepted parameters.
+    """
+    success, failed = 0, 0
+
+    # list of errors to be collected is not stats_only
+    errors = []
+
+    # make streaming_bulk yield successful results so we can count them
+    kwargs["yield_ok"] = True
+    for ok, item in streaming_bulk(client, actions, ignore_status=ignore_status, *args, **kwargs):  # type: ignore
+        # go through request-response pairs and detect failures
+        if not ok:
+            if not stats_only:
+                errors.append(item)
+            failed += 1
+        else:
+            success += 1
+
+    return success, failed if stats_only else errors
+
+
+def parallel_bulk(
+    client: Any,
+    actions: Any,
+    thread_count: int = 4,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    queue_size: int = 4,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Parallel version of the bulk helper run in multiple threads at once.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg thread_count: size of the threadpool to use for the bulk requests
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg queue_size: size of the task queue between the main thread (producing
+        chunks to send) and the processing threads.
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+    # Avoid importing multiprocessing unless parallel_bulk is used
+    # to avoid exceptions on restricted environments like App Engine
+    from multiprocessing.pool import ThreadPool
+
+    actions = map(expand_action_callback, actions)
+
+    class BlockingPool(ThreadPool):
+        def _setup_queues(self) -> None:
+            super(BlockingPool, self)._setup_queues()  # type: ignore
+            # The queue must be at least the size of the number of threads to
+            # prevent hanging when inserting sentinel values during teardown.
+            self._inqueue: Any = Queue(max(queue_size, thread_count))
+            self._quick_put = self._inqueue.put
+
+    pool = BlockingPool(thread_count)
+
+    try:
+        for result in pool.imap(
+            lambda bulk_chunk: list(
+                _process_bulk_chunk(
+                    client,
+                    bulk_chunk[1],
+                    bulk_chunk[0],
+                    raise_on_exception,
+                    raise_on_error,
+                    ignore_status,
+                    *args,
+                    **kwargs
+                )
+            ),
+            _chunk_actions(
+                actions, chunk_size, max_chunk_bytes, client.transport.serializer
+            ),
+        ):
+            for item in result:
+                yield item
+
+    finally:
+        pool.close()
+        pool.join()
+
+
+def scan(
+    client: Any,
+    query: Any = None,
+    scroll: Optional[str] = "5m",
+    raise_on_error: Optional[bool] = True,
+    preserve_order: Optional[bool] = False,
+    size: Optional[int] = 1000,
+    request_timeout: Optional[float] = None,
+    clear_scroll: Optional[bool] = True,
+    scroll_kwargs: Any = None,
+    **kwargs: Any
+) -> Any:
+    """
+    Simple abstraction on top of the
+    :meth:`~opensearchpy.OpenSearch.scroll` api - a simple iterator that
+    yields all hits as returned by underlining scroll requests.
+
+    By default scan does not return results in any pre-determined order. To
+    have a standard order in the returned documents (either by score or
+    explicit sort definition) when scrolling, use ``preserve_order=True``. This
+    may be an expensive operation and will negate the performance benefits of
+    using ``scan``.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg raise_on_error: raises an exception (``ScanError``) if an error is
+        encountered (some shards fail to execute). By default we raise.
+    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
+        cause the scroll to paginate with preserving the order. Note that this
+        can be an extremely expensive operation and can easily lead to
+        unpredictable results, use with caution.
+    :arg size: size (per shard) of the batch send at each iteration.
+    :arg request_timeout: explicit timeout for each call to ``scan``
+    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
+        scroll API at the end of the method on completion or error, defaults
+        to true.
+    :arg scroll_kwargs: additional kwargs to be passed to
+        :meth:`~opensearchpy.OpenSearch.scroll`
+
+    Any additional keyword arguments will be passed to the initial
+    :meth:`~opensearchpy.OpenSearch.search` call::
+
+        scan(client,
+            query={"query": {"match": {"title": "python"}}},
+            index="orders-*",
+            doc_type="books"
+        )
+
+    """
+    scroll_kwargs = scroll_kwargs or {}
+
+    if not preserve_order:
+        query = query.copy() if query else {}
+        query["sort"] = "_doc"
+
+    # Grab options that should be propagated to every
+    # API call within this helper instead of just 'search()'
+    transport_kwargs = {}
+    for key in ("headers", "api_key", "http_auth"):
+        if key in kwargs:
+            transport_kwargs[key] = kwargs[key]
+
+    # If the user is using 'scroll_kwargs' we want
+    # to propagate there too, but to not break backwards
+    # compatibility we'll not override anything already given.
+    if scroll_kwargs is not None and transport_kwargs:
+        for key, val in transport_kwargs.items():
+            scroll_kwargs.setdefault(key, val)
+
+    # initial search
+    resp = client.search(
+        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
+    )
+    scroll_id = resp.get("_scroll_id")
+
+    try:
+        while scroll_id and resp.get("hits", {}).get("hits"):
+            for hit in resp.get("hits", {}).get("hits", []):
+                yield hit
+
+            _shards = resp.get("_shards")
+
+            if _shards:
+                # Default to 0 if the value isn't included in the response
+                shards_successful = _shards.get("successful", 0)
+                shards_skipped = _shards.get("skipped", 0)
+                shards_total = _shards.get("total", 0)
+
+            # check if we have any errors
+            if (shards_successful + shards_skipped) < shards_total:
+                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
+                logger.warning(
+                    shards_message,
+                    shards_successful,
+                    shards_skipped,
+                    shards_total,
+                )
+                if raise_on_error:
+                    raise ScanError(
+                        scroll_id,
+                        shards_message
+                        % (
+                            shards_successful,
+                            shards_skipped,
+                            shards_total,
+                        ),
+                    )
+
+            resp = client.scroll(
+                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
+            )
+            scroll_id = resp.get("_scroll_id")
+
+    finally:
+        if scroll_id and clear_scroll:
+            client.clear_scroll(
+                body={"scroll_id": [scroll_id]}, ignore=(404,), **transport_kwargs
+            )
+
+
+def reindex(
+    client: Any,
+    source_index: Any,
+    target_index: Any,
+    query: Any = None,
+    target_client: Any = None,
+    chunk_size: int = 500,
+    scroll: str = "5m",
+    scan_kwargs: Any = {},
+    bulk_kwargs: Any = {},
+) -> Any:
+    """
+    Reindex all documents from one index that satisfy a given query
+    to another, potentially (if `target_client` is specified) on a different cluster.
+    If you don't specify the query you will reindex all the documents.
+
+    Since ``2.3`` a :meth:`~opensearchpy.OpenSearch.reindex` api is
+    available as part of opensearch itself. It is recommended to use the api
+    instead of this helper wherever possible. The helper is here mostly for
+    backwards compatibility and for situations where more flexibility is
+    needed.
+
+    .. note::
+
+        This helper doesn't transfer mappings, just the data.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use (for
+        read if `target_client` is specified as well)
+    :arg source_index: index (or list of indices) to read documents from
+    :arg target_index: name of the index in the target cluster to populate
+    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
+    :arg target_client: optional, is specified will be used for writing (thus
+        enabling reindex between clusters)
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg scan_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.scan`
+    :arg bulk_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.bulk`
+    """
+    target_client = client if target_client is None else target_client
+    docs = scan(client, query=query, index=source_index, scroll=scroll, **scan_kwargs)
+
+    def _change_doc_index(hits: Any, index: Any) -> Any:
+        for h in hits:
+            h["_index"] = index
+            if "fields" in h:
+                h.update(h.pop("fields"))
+            yield h
+
+    kwargs = {"stats_only": True}
+    kwargs.update(bulk_kwargs)
+    return bulk(
+        target_client,
+        _change_doc_index(docs, target_index),
+        chunk_size=chunk_size,
+        **kwargs
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
new file mode 100644
index 000000000..a9b87521b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
@@ -0,0 +1,457 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import collections.abc as collections_abc
+from typing import Any, Optional
+
+from .response.aggs import AggResponse, BucketData, FieldBucketData, TopHitsData
+from .utils import DslBase
+
+
+def A(  # pylint: disable=invalid-name
+    name_or_agg: Any, filter: Any = None, **params: Any
+) -> Any:
+    if filter is not None:
+        if name_or_agg != "filter":
+            raise ValueError(
+                "Aggregation %r doesn't accept positional argument 'filter'."
+                % name_or_agg
+            )
+        params["filter"] = filter
+
+    # {"terms": {"field": "tags"}, "aggs": {...}}
+    if isinstance(name_or_agg, collections_abc.Mapping):
+        if params:
+            raise ValueError("A() cannot accept parameters when passing in a dict.")
+        # copy to avoid modifying in-place
+        agg = name_or_agg.copy()  # type: ignore
+        # pop out nested aggs
+        aggs = agg.pop("aggs", None)
+        # pop out meta data
+        meta = agg.pop("meta", None)
+        # should be {"terms": {"field": "tags"}}
+        if len(agg) != 1:
+            raise ValueError(
+                'A() can only accept dict with an aggregation ({"terms": {...}}). '
+                "Instead it got (%r)" % name_or_agg
+            )
+        agg_type, params = agg.popitem()
+        if aggs:
+            params = params.copy()
+            params["aggs"] = aggs
+        if meta:
+            params = params.copy()
+            params["meta"] = meta
+        return Agg.get_dsl_class(agg_type)(_expand__to_dot=False, **params)
+
+    # Terms(...) just return the nested agg
+    elif isinstance(name_or_agg, Agg):
+        if params:
+            raise ValueError(
+                "A() cannot accept parameters when passing in an Agg object."
+            )
+        return name_or_agg
+
+    # "terms", field="tags"
+    return Agg.get_dsl_class(name_or_agg)(**params)
+
+
+class Agg(DslBase):
+    _type_name: str = "agg"
+    _type_shortcut = staticmethod(A)
+    name: Optional[str] = None
+
+    def __contains__(self, key: Any) -> bool:
+        return False
+
+    def to_dict(self) -> Any:
+        d = super(Agg, self).to_dict()
+        if "meta" in d[self.name]:
+            d["meta"] = d[self.name].pop("meta")
+        return d
+
+    def result(self, search: Any, data: Any) -> Any:
+        return AggResponse(self, search, data)
+
+
+class AggBase(object):
+    _param_defs = {
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+    def __contains__(self: Any, key: Any) -> bool:
+        return key in self._params.get("aggs", {})
+
+    def __getitem__(self: Any, agg_name: Any) -> Any:
+        agg = self._params.setdefault("aggs", {})[agg_name]  # propagate KeyError
+
+        # make sure we're not mutating a shared state - whenever accessing a
+        # bucket, return a shallow copy of it to be safe
+        if isinstance(agg, Bucket):
+            agg = A(agg.name, **agg._params)
+            # be sure to store the copy so any modifications to it will affect us
+            self._params["aggs"][agg_name] = agg
+
+        return agg
+
+    def __setitem__(self: Any, agg_name: str, agg: Any) -> None:
+        self.aggs[agg_name] = A(agg)
+
+    def __iter__(self: Any) -> Any:
+        return iter(self.aggs)
+
+    def _agg(
+        self: Any, bucket: Any, name: Any, agg_type: Any, *args: Any, **params: Any
+    ) -> Any:
+        agg = self[name] = A(agg_type, *args, **params)
+
+        # For chaining - when creating new buckets return them...
+        if bucket:
+            return agg
+        # otherwise return self._base so we can keep chaining
+        else:
+            return self._base
+
+    def metric(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(False, name, agg_type, *args, **params)
+
+    def bucket(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(True, name, agg_type, *args, **params)
+
+    def pipeline(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(False, name, agg_type, *args, **params)
+
+    def result(self: Any, search: Any, data: Any) -> Any:
+        return BucketData(self, search, data)
+
+
+class Bucket(AggBase, Agg):
+    def __init__(self, **params: Any) -> None:
+        super(Bucket, self).__init__(**params)
+        # remember self for chaining
+        self._base = self
+
+    def to_dict(self) -> Any:
+        d = super(AggBase, self).to_dict()
+        if "aggs" in d[self.name]:
+            d["aggs"] = d[self.name].pop("aggs")
+        return d
+
+
+class Filter(Bucket):
+    name: Optional[str] = "filter"
+    _param_defs = {
+        "filter": {"type": "query"},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+    def __init__(self, filter: Any = None, **params: Any) -> None:
+        if filter is not None:
+            params["filter"] = filter
+        super(Filter, self).__init__(**params)
+
+    def to_dict(self) -> Any:
+        d = super(Filter, self).to_dict()
+        d[self.name].update(d[self.name].pop("filter", {}))
+        return d
+
+
+class Pipeline(Agg):
+    pass
+
+
+# bucket aggregations
+class Filters(Bucket):
+    name: str = "filters"
+    _param_defs = {
+        "filters": {"type": "query", "hash": True},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+
+class Children(Bucket):
+    name = "children"
+
+
+class Parent(Bucket):
+    name = "parent"
+
+
+class DateHistogram(Bucket):
+    name = "date_histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class AutoDateHistogram(DateHistogram):
+    name = "auto_date_histogram"
+
+
+class DateRange(Bucket):
+    name = "date_range"
+
+
+class GeoDistance(Bucket):
+    name = "geo_distance"
+
+
+class GeohashGrid(Bucket):
+    name = "geohash_grid"
+
+
+class GeotileGrid(Bucket):
+    name = "geotile_grid"
+
+
+class GeoCentroid(Bucket):
+    name = "geo_centroid"
+
+
+class Global(Bucket):
+    name = "global"
+
+
+class Histogram(Bucket):
+    name = "histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class IPRange(Bucket):
+    name = "ip_range"
+
+
+class Missing(Bucket):
+    name = "missing"
+
+
+class Nested(Bucket):
+    name = "nested"
+
+
+class Range(Bucket):
+    name = "range"
+
+
+class RareTerms(Bucket):
+    name = "rare_terms"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class ReverseNested(Bucket):
+    name = "reverse_nested"
+
+
+class SignificantTerms(Bucket):
+    name = "significant_terms"
+
+
+class SignificantText(Bucket):
+    name = "significant_text"
+
+
+class Terms(Bucket):
+    name = "terms"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class Sampler(Bucket):
+    name = "sampler"
+
+
+class DiversifiedSampler(Bucket):
+    name = "diversified_sampler"
+
+
+class Composite(Bucket):
+    name = "composite"
+    _param_defs = {
+        "sources": {"type": "agg", "hash": True, "multi": True},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+
+class VariableWidthHistogram(Bucket):
+    name = "variable_width_histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+# metric aggregations
+class TopHits(Agg):
+    name = "top_hits"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return TopHitsData(self, search, data)
+
+
+class Avg(Agg):
+    name = "avg"
+
+
+class WeightedAvg(Agg):
+    name = "weighted_avg"
+
+
+class Cardinality(Agg):
+    name = "cardinality"
+
+
+class ExtendedStats(Agg):
+    name = "extended_stats"
+
+
+class Boxplot(Agg):
+    name = "boxplot"
+
+
+class GeoBounds(Agg):
+    name = "geo_bounds"
+
+
+class Max(Agg):
+    name = "max"
+
+
+class MedianAbsoluteDeviation(Agg):
+    name = "median_absolute_deviation"
+
+
+class Min(Agg):
+    name = "min"
+
+
+class Percentiles(Agg):
+    name = "percentiles"
+
+
+class PercentileRanks(Agg):
+    name = "percentile_ranks"
+
+
+class ScriptedMetric(Agg):
+    name = "scripted_metric"
+
+
+class Stats(Agg):
+    name = "stats"
+
+
+class Sum(Agg):
+    name = "sum"
+
+
+class TTest(Agg):
+    name = "t_test"
+
+
+class ValueCount(Agg):
+    name = "value_count"
+
+
+# pipeline aggregations
+class AvgBucket(Pipeline):
+    name = "avg_bucket"
+
+
+class BucketScript(Pipeline):
+    name = "bucket_script"
+
+
+class BucketSelector(Pipeline):
+    name = "bucket_selector"
+
+
+class CumulativeSum(Pipeline):
+    name = "cumulative_sum"
+
+
+class CumulativeCardinality(Pipeline):
+    name = "cumulative_cardinality"
+
+
+class Derivative(Pipeline):
+    name = "derivative"
+
+
+class ExtendedStatsBucket(Pipeline):
+    name = "extended_stats_bucket"
+
+
+class Inference(Pipeline):
+    name = "inference"
+
+
+class MaxBucket(Pipeline):
+    name = "max_bucket"
+
+
+class MinBucket(Pipeline):
+    name = "min_bucket"
+
+
+class MovingFn(Pipeline):
+    name = "moving_fn"
+
+
+class MovingAvg(Pipeline):
+    name = "moving_avg"
+
+
+class MovingPercentiles(Pipeline):
+    name = "moving_percentiles"
+
+
+class Normalize(Pipeline):
+    name = "normalize"
+
+
+class PercentilesBucket(Pipeline):
+    name = "percentiles_bucket"
+
+
+class SerialDiff(Pipeline):
+    name = "serial_diff"
+
+
+class StatsBucket(Pipeline):
+    name = "stats_bucket"
+
+
+class SumBucket(Pipeline):
+    name = "sum_bucket"
+
+
+class BucketSort(Pipeline):
+    name = "bucket_sort"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
new file mode 100644
index 000000000..ff5d46b9a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
@@ -0,0 +1,310 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any, Optional
+
+import six
+
+from opensearchpy.connection.connections import get_connection
+
+from .utils import AttrDict, DslBase, merge
+
+
+class AnalysisBase(object):
+    @classmethod
+    def _type_shortcut(
+        cls: Any, name_or_instance: Any, type: Any = None, **kwargs: Any
+    ) -> Any:
+        if isinstance(name_or_instance, cls):
+            if type or kwargs:
+                raise ValueError("%s() cannot accept parameters." % cls.__name__)
+            return name_or_instance
+
+        if not (type or kwargs):
+            return cls.get_dsl_class("builtin")(name_or_instance)
+
+        return cls.get_dsl_class(type, "custom")(
+            name_or_instance, type or "custom", **kwargs
+        )
+
+
+class CustomAnalysis(object):
+    name: Optional[str] = "custom"
+
+    def __init__(
+        self, filter_name: str, builtin_type: str = "custom", **kwargs: Any
+    ) -> None:
+        self._builtin_type = builtin_type
+        self._name = filter_name
+        super(CustomAnalysis, self).__init__(**kwargs)
+
+    def to_dict(self) -> Any:
+        # only name to present in lists
+        return self._name
+
+    def get_definition(self) -> Any:
+        d = super(CustomAnalysis, self).to_dict()  # type: ignore
+        d = d.pop(self.name)
+        d["type"] = self._builtin_type
+        return d
+
+
+class CustomAnalysisDefinition(CustomAnalysis):
+    def get_analysis_definition(self: Any) -> Any:
+        out = {self._type_name: {self._name: self.get_definition()}}
+
+        t: Any = getattr(self, "tokenizer", None)
+        if "tokenizer" in self._param_defs and hasattr(t, "get_definition"):
+            out["tokenizer"] = {t._name: t.get_definition()}
+
+        filters = {
+            f._name: f.get_definition()
+            for f in self.filter
+            if hasattr(f, "get_definition")
+        }
+        if filters:
+            out["filter"] = filters
+
+        # any sub filter definitions like multiplexers etc?
+        for f in self.filter:
+            if hasattr(f, "get_analysis_definition"):
+                d = f.get_analysis_definition()
+                if d:
+                    merge(out, d, True)
+
+        char_filters = {
+            f._name: f.get_definition()
+            for f in self.char_filter
+            if hasattr(f, "get_definition")
+        }
+        if char_filters:
+            out["char_filter"] = char_filters
+
+        return out
+
+
+class BuiltinAnalysis(object):
+    name: Optional[str] = "builtin"
+
+    def __init__(self, name: Any) -> None:
+        self._name = name
+        super(BuiltinAnalysis, self).__init__()
+
+    def to_dict(self) -> Any:
+        # only name to present in lists
+        return self._name
+
+
+class Analyzer(AnalysisBase, DslBase):
+    _type_name: str = "analyzer"
+    name: Optional[str] = None
+
+
+class BuiltinAnalyzer(BuiltinAnalysis, Analyzer):
+    def get_analysis_definition(self) -> Any:
+        return {}
+
+
+class CustomAnalyzer(CustomAnalysisDefinition, Analyzer):
+    _param_defs = {
+        "filter": {"type": "token_filter", "multi": True},
+        "char_filter": {"type": "char_filter", "multi": True},
+        "tokenizer": {"type": "tokenizer"},
+    }
+
+    def simulate(
+        self,
+        text: Any,
+        using: str = "default",
+        explain: bool = False,
+        attributes: Any = None,
+    ) -> Any:
+        """
+        Use the Analyze API of opensearch to test the outcome of this analyzer.
+
+        :arg text: Text to be analyzed
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg explain: will output all token attributes for each token. You can
+            filter token attributes you want to output by setting ``attributes``
+            option.
+        :arg attributes: if ``explain`` is specified, filter the token
+            attributes to return.
+        """
+        opensearch = get_connection(using)
+
+        body = {"text": text, "explain": explain}
+        if attributes:
+            body["attributes"] = attributes
+
+        definition = self.get_analysis_definition()
+        analyzer_def = self.get_definition()
+
+        for section in ("tokenizer", "char_filter", "filter"):
+            if section not in analyzer_def:
+                continue
+            sec_def = definition.get(section, {})
+            sec_names = analyzer_def[section]
+
+            if isinstance(sec_names, six.string_types):
+                body[section] = sec_def.get(sec_names, sec_names)
+            else:
+                body[section] = [
+                    sec_def.get(sec_name, sec_name) for sec_name in sec_names
+                ]
+
+        if self._builtin_type != "custom":
+            body["analyzer"] = self._builtin_type
+
+        return AttrDict(opensearch.indices.analyze(body=body))
+
+
+class Normalizer(AnalysisBase, DslBase):
+    _type_name: str = "normalizer"
+    name: Optional[str] = None
+
+
+class BuiltinNormalizer(BuiltinAnalysis, Normalizer):
+    def get_analysis_definition(self) -> Any:
+        return {}
+
+
+class CustomNormalizer(CustomAnalysisDefinition, Normalizer):
+    _param_defs = {
+        "filter": {"type": "token_filter", "multi": True},
+        "char_filter": {"type": "char_filter", "multi": True},
+    }
+
+
+class Tokenizer(AnalysisBase, DslBase):
+    _type_name: str = "tokenizer"
+    name: Optional[str] = None
+
+
+class BuiltinTokenizer(BuiltinAnalysis, Tokenizer):
+    pass
+
+
+class CustomTokenizer(CustomAnalysis, Tokenizer):
+    pass
+
+
+class TokenFilter(AnalysisBase, DslBase):
+    _type_name: str = "token_filter"
+    name: Optional[str] = None
+
+
+class BuiltinTokenFilter(BuiltinAnalysis, TokenFilter):
+    pass
+
+
+class CustomTokenFilter(CustomAnalysis, TokenFilter):
+    pass
+
+
+class MultiplexerTokenFilter(CustomTokenFilter):
+    name = "multiplexer"
+
+    def get_definition(self) -> Any:
+        d = super(CustomTokenFilter, self).get_definition()
+
+        if "filters" in d:
+            d["filters"] = [
+                # comma delimited string given by user
+                (
+                    fs
+                    if isinstance(fs, six.string_types)
+                    else
+                    # list of strings or TokenFilter objects
+                    ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
+                )
+                for fs in self.filters
+            ]
+        return d
+
+    def get_analysis_definition(self) -> Any:
+        if not hasattr(self, "filters"):
+            return {}
+
+        fs: Any = {}
+        d = {"filter": fs}
+        for filters in self.filters:
+            if isinstance(filters, six.string_types):
+                continue
+            fs.update(
+                {
+                    f._name: f.get_definition()
+                    for f in filters
+                    if hasattr(f, "get_definition")
+                }
+            )
+        return d
+
+
+class ConditionalTokenFilter(CustomTokenFilter):
+    name = "condition"
+
+    def get_definition(self) -> Any:
+        d = super(CustomTokenFilter, self).get_definition()
+        if "filter" in d:
+            d["filter"] = [
+                f.to_dict() if hasattr(f, "to_dict") else f for f in self.filter
+            ]
+        return d
+
+    def get_analysis_definition(self) -> Any:
+        if not hasattr(self, "filter"):
+            return {}
+
+        return {
+            "filter": {
+                f._name: f.get_definition()
+                for f in self.filter
+                if hasattr(f, "get_definition")
+            }
+        }
+
+
+class CharFilter(AnalysisBase, DslBase):
+    _type_name: str = "char_filter"
+    name: Optional[str] = None
+
+
+class BuiltinCharFilter(BuiltinAnalysis, CharFilter):
+    pass
+
+
+class CustomCharFilter(CustomAnalysis, CharFilter):
+    pass
+
+
+# shortcuts for direct use
+analyzer = Analyzer._type_shortcut
+tokenizer = Tokenizer._type_shortcut
+token_filter = TokenFilter._type_shortcut
+char_filter = CharFilter._type_shortcut
+normalizer = Normalizer._type_shortcut
+
+__all__ = ["tokenizer", "analyzer", "char_filter", "token_filter", "normalizer"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
new file mode 100644
index 000000000..c045f1384
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
@@ -0,0 +1,82 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Dict, Optional, Union
+
+
+class AWSV4SignerAsyncAuth:
+    """
+    AWS V4 Request Signer for Async Requests.
+    """
+
+    def __init__(self, credentials: Any, region: str, service: str = "es") -> None:
+        if not credentials:
+            raise ValueError("Credentials cannot be empty")
+        self.credentials = credentials
+
+        if not region:
+            raise ValueError("Region cannot be empty")
+        self.region = region
+
+        if not service:
+            raise ValueError("Service name cannot be empty")
+        self.service = service
+
+    def __call__(
+        self,
+        method: str,
+        url: str,
+        query_string: Optional[str] = None,
+        body: Optional[Union[str, bytes]] = None,
+    ) -> Dict[str, str]:
+        return self._sign_request(method, url, query_string, body)
+
+    def _sign_request(
+        self,
+        method: str,
+        url: str,
+        query_string: Optional[str],
+        body: Optional[Union[str, bytes]],
+    ) -> Dict[str, str]:
+        """
+        This method helps in signing the request by injecting the required headers.
+        :param prepared_request: unsigned headers
+        :return: signed headers
+        """
+
+        from botocore.auth import SigV4Auth
+        from botocore.awsrequest import AWSRequest
+
+        # create an AWS request object and sign it using SigV4Auth
+        aws_request = AWSRequest(
+            method=method,
+            url=url,
+            data=body,
+        )
+
+        # credentials objects expose access_key, secret_key and token attributes
+        # via @property annotations that call _refresh() on every access,
+        # creating a race condition if the credentials expire before secret_key
+        # is called but after access_key- the end result is the access_key doesn't
+        # correspond to the secret_key used to sign the request. To avoid this,
+        # get_frozen_credentials() which returns non-refreshing credentials is
+        # called if it exists.
+        credentials = (
+            self.credentials.get_frozen_credentials()
+            if hasattr(self.credentials, "get_frozen_credentials")
+            and callable(self.credentials.get_frozen_credentials)
+            else self.credentials
+        )
+
+        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
+        sig_v4_auth.add_auth(aws_request)
+        aws_request.headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
+
+        # copy the headers from AWS request object into the prepared_request
+        return dict(aws_request.headers.items())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
new file mode 100644
index 000000000..f3595bcfd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
@@ -0,0 +1,527 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from fnmatch import fnmatch
+from typing import Any, Tuple, Type
+
+from six import add_metaclass, iteritems
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.exceptions import NotFoundError, RequestError
+
+from ..exceptions import IllegalOperation, ValidationException
+from .field import Field
+from .index import Index
+from .mapping import Mapping
+from .search import Search
+from .utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
+
+
+class MetaField(object):
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        self.args, self.kwargs = args, kwargs
+
+
+class DocumentMeta(type):
+    def __new__(
+        cls: Any,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        # DocumentMeta filters attrs in place
+        attrs["_doc_type"] = DocumentOptions(name, bases, attrs)
+        return super(DocumentMeta, cls).__new__(cls, name, bases, attrs)
+
+
+class IndexMeta(DocumentMeta):
+    # global flag to guard us from associating an Index with the base Document
+    # class, only user defined subclasses should have an _index attr
+    _document_initialized = False
+
+    def __new__(
+        cls: Any,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        new_cls = super(IndexMeta, cls).__new__(cls, name, bases, attrs)
+        if cls._document_initialized:
+            index_opts = attrs.pop("Index", None)
+            index = cls.construct_index(index_opts, bases)
+            new_cls._index = index
+            index.document(new_cls)
+        cls._document_initialized = True
+        return new_cls
+
+    @classmethod
+    def construct_index(cls, opts: Any, bases: Any) -> Any:
+        if opts is None:
+            for b in bases:
+                if hasattr(b, "_index"):
+                    return b._index
+
+            # Set None as Index name so it will set _all while making the query
+            return Index(name=None)
+
+        i = Index(getattr(opts, "name", "*"), using=getattr(opts, "using", "default"))
+        i.settings(**getattr(opts, "settings", {}))
+        i.aliases(**getattr(opts, "aliases", {}))
+        for a in getattr(opts, "analyzers", ()):
+            i.analyzer(a)
+        return i
+
+
+class DocumentOptions(object):
+    def __init__(
+        self,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> None:
+        meta = attrs.pop("Meta", None)
+
+        # create the mapping instance
+        self.mapping = getattr(meta, "mapping", Mapping())
+
+        # register all declared fields into the mapping
+        for name, value in list(iteritems(attrs)):
+            if isinstance(value, Field):
+                self.mapping.field(name, value)
+                del attrs[name]
+
+        # add all the mappings for meta fields
+        for name in dir(meta):
+            if isinstance(getattr(meta, name, None), MetaField):
+                params = getattr(meta, name)
+                self.mapping.meta(name, *params.args, **params.kwargs)
+
+        # document inheritance - include the fields from parents' mappings
+        for b in bases:
+            if hasattr(b, "_doc_type") and hasattr(b._doc_type, "mapping"):
+                self.mapping.update(b._doc_type.mapping, update_only=True)
+
+    @property
+    def name(self) -> Any:
+        return self.mapping.properties.name
+
+
+@add_metaclass(DocumentMeta)
+class InnerDoc(ObjectBase):
+    """
+    Common class for inner documents like Object or Nested
+    """
+
+    @classmethod
+    def from_opensearch(cls, data: Any, data_only: bool = False) -> Any:
+        if data_only:
+            data = {"_source": data}
+        return super(InnerDoc, cls).from_opensearch(data)
+
+
+@add_metaclass(IndexMeta)
+class Document(ObjectBase):
+    """
+    Model-like class for persisting documents in opensearch.
+    """
+
+    @classmethod
+    def _matches(cls: Any, hit: Any) -> Any:
+        if cls._index._name is None:
+            return True
+        return fnmatch(hit.get("_index", ""), cls._index._name)
+
+    @classmethod
+    def _get_using(cls: Any, using: Any = None) -> Any:
+        return using or cls._index._using
+
+    @classmethod
+    def _get_connection(cls, using: Any = None) -> Any:
+        return get_connection(cls._get_using(using))
+
+    @classmethod
+    def _default_index(cls: Any, index: Any = None) -> Any:
+        return index or cls._index._name
+
+    @classmethod
+    def init(cls: Any, index: Any = None, using: Any = None) -> None:
+        """
+        Create the index and populate the mappings in opensearch.
+        """
+        i = cls._index
+        if index:
+            i = i.clone(name=index)
+        i.save(using=using)
+
+    def _get_index(self, index: Any = None, required: bool = True) -> Any:
+        if index is None:
+            index = getattr(self.meta, "index", None)
+        if index is None:
+            index = getattr(self._index, "_name", None)
+        if index is None and required:
+            raise ValidationException("No index")
+        if index and "*" in index:
+            raise ValidationException("You cannot write to a wildcard index.")
+        return index
+
+    def __repr__(self) -> str:
+        return "{}({})".format(
+            self.__class__.__name__,
+            ", ".join(
+                "{}={!r}".format(key, getattr(self.meta, key))
+                for key in ("index", "id")
+                if key in self.meta
+            ),
+        )
+
+    @classmethod
+    def search(cls, using: Any = None, index: Any = None) -> Any:
+        """
+        Create an :class:`~opensearchpy.Search` instance that will search
+        over this ``Document``.
+        """
+        return Search(
+            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
+        )
+
+    @classmethod
+    def get(cls: Any, id: Any, using: Any = None, index: Any = None, **kwargs: Any) -> Any:  # type: ignore
+        """
+        Retrieve a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to be retrieved
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.get`` unchanged.
+        """
+        opensearch = cls._get_connection(using)
+        doc = opensearch.get(index=cls._default_index(index), id=id, **kwargs)
+        if not doc.get("found", False):
+            return None
+        return cls.from_opensearch(doc)
+
+    @classmethod
+    def exists(
+        cls, id: Any, using: Any = None, index: Any = None, **kwargs: Any
+    ) -> Any:
+        """
+        check if exists a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to check if exists
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.exists`` unchanged.
+        """
+        opensearch = cls._get_connection(using)
+        return opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
+
+    @classmethod
+    def mget(
+        cls,
+        docs: Any,
+        using: Any = None,
+        index: Any = None,
+        raise_on_error: bool = True,
+        missing: str = "none",
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve multiple document by their ``id``'s. Returns a list of instances
+        in the same order as requested.
+
+        :arg docs: list of ``id``'s of the documents to be retrieved or a list
+            of document specifications as per
+            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg missing: what to do when one of the documents requested is not
+            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
+            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.mget`` unchanged.
+        """
+        if missing not in ("raise", "skip", "none"):
+            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
+        opensearch = cls._get_connection(using)
+        body = {
+            "docs": [
+                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
+                for doc in docs
+            ]
+        }
+        results = opensearch.mget(body, index=cls._default_index(index), **kwargs)
+
+        objs: Any = []
+        error_docs: Any = []
+        missing_docs: Any = []
+        for doc in results["docs"]:
+            if doc.get("found"):
+                if error_docs or missing_docs:
+                    # We're going to raise an exception anyway, so avoid an
+                    # expensive call to cls.from_opensearch().
+                    continue
+
+                objs.append(cls.from_opensearch(doc))
+
+            elif doc.get("error"):
+                if raise_on_error:
+                    error_docs.append(doc)
+                if missing == "none":
+                    objs.append(None)
+
+            # The doc didn't cause an error, but the doc also wasn't found.
+            elif missing == "raise":
+                missing_docs.append(doc)
+            elif missing == "none":
+                objs.append(None)
+
+        if error_docs:
+            error_ids = [doc["_id"] for doc in error_docs]
+            message = "Required routing not provided for documents %s."
+            message %= ", ".join(error_ids)
+            raise RequestError(400, message, error_docs)
+        if missing_docs:
+            missing_ids = [doc["_id"] for doc in missing_docs]
+            message = "Documents %s not found." % ", ".join(missing_ids)
+            raise NotFoundError(404, message, {"docs": missing_docs})
+        return objs
+
+    def delete(self, using: Any = None, index: Any = None, **kwargs: Any) -> Any:
+        """
+        Delete the instance in opensearch.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.delete`` unchanged.
+        """
+        opensearch = self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        opensearch.delete(index=self._get_index(index), **doc_meta)
+
+    def to_dict(self, include_meta: bool = False, skip_empty: bool = True) -> Any:  # type: ignore
+        """
+        Serialize the instance into a dictionary so that it can be saved in opensearch.
+
+        :arg include_meta: if set to ``True`` will include all the metadata
+            (``_index``, ``_id`` etc). Otherwise just the document's
+            data is serialized. This is useful when passing multiple instances into
+            ``opensearchpy.helpers.bulk``.
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        """
+        d = super(Document, self).to_dict(skip_empty=skip_empty)
+        if not include_meta:
+            return d
+
+        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # in case of to_dict include the index unlike save/update/delete
+        index = self._get_index(required=False)
+        if index is not None:
+            meta["_index"] = index
+
+        meta["_source"] = d
+        return meta
+
+    def update(
+        self,
+        using: Any = None,
+        index: Any = None,
+        detect_noop: bool = True,
+        doc_as_upsert: bool = False,
+        refresh: bool = False,
+        retry_on_conflict: Any = None,
+        script: Any = None,
+        script_id: Any = None,
+        scripted_upsert: bool = False,
+        upsert: Any = None,
+        return_doc_meta: bool = False,
+        **fields: Any,
+    ) -> Any:
+        """
+        Partial update of the document, specify fields you wish to update and
+        both the instance and the document in opensearch will be updated::
+
+            doc = MyDocument(title='Document Title!')
+            doc.save()
+            doc.update(title='New Document Title!')
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg detect_noop: Set to ``False`` to disable noop detection.
+        :arg refresh: Control when the changes made by this request are visible
+            to search. Set to ``True`` for immediate effect.
+        :arg retry_on_conflict: In between the get and indexing phases of the
+            update, it is possible that another process might have already
+            updated the same document. By default, the update will fail with a
+            version conflict exception. The retry_on_conflict parameter
+            controls how many times to retry the update before finally throwing
+            an exception.
+        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
+            doc, setting doc_as_upsert to true will use the contents of doc as
+            the upsert value
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            index API call instead of only the operation result
+
+        :return operation result noop/updated
+        """
+        body: Any = {
+            "doc_as_upsert": doc_as_upsert,
+            "detect_noop": detect_noop,
+        }
+
+        # scripted update
+        if script or script_id:
+            if upsert is not None:
+                body["upsert"] = upsert
+
+            if script:
+                script = {"source": script}
+            else:
+                script = {"id": script_id}
+
+            script["params"] = fields
+
+            body["script"] = script
+            body["scripted_upsert"] = scripted_upsert
+
+        # partial document update
+        else:
+            if not fields:
+                raise IllegalOperation(
+                    "You cannot call update() without updating individual fields or a script. "
+                    "If you wish to update the entire object use save()."
+                )
+
+            # update given fields locally
+            merge(self, fields)
+
+            # prepare data for OpenSearch
+            values = self.to_dict()
+
+            # if fields were given: partial update
+            body["doc"] = {k: values.get(k) for k in fields.keys()}
+
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        if retry_on_conflict is not None:
+            doc_meta["retry_on_conflict"] = retry_on_conflict
+
+        # Optimistic concurrency control
+        if (
+            retry_on_conflict in (None, 0)
+            and "seq_no" in self.meta
+            and "primary_term" in self.meta
+        ):
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        meta = self._get_connection(using).update(
+            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
+
+    def save(
+        self,
+        using: Any = None,
+        index: Any = None,
+        validate: bool = True,
+        skip_empty: bool = True,
+        return_doc_meta: bool = False,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Save the document into opensearch. If the document doesn't exist it
+        is created, it is overwritten otherwise. Returns ``True`` if this
+        operations resulted in new document being created.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg validate: set to ``False`` to skip validating the document
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            update API call instead of only the operation result
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.index`` unchanged.
+
+        :return operation result created/updated
+        """
+        if validate:
+            self.full_clean()
+
+        opensearch = self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        meta = opensearch.index(
+            index=self._get_index(index),
+            body=self.to_dict(skip_empty=skip_empty),
+            **doc_meta,
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
new file mode 100644
index 000000000..7012c050b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
@@ -0,0 +1,45 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, List
+
+from ..exceptions import OpenSearchException
+
+
+class BulkIndexError(OpenSearchException):
+    @property
+    def errors(self) -> List[Any]:
+        """List of errors from execution of the last chunk."""
+        return self.args[1]  # type: ignore
+
+
+class ScanError(OpenSearchException):
+    scroll_id: str
+
+    def __init__(self, scroll_id: str, *args: Any, **kwargs: Any) -> None:
+        super(ScanError, self).__init__(*args, **kwargs)
+        self.scroll_id = scroll_id
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
new file mode 100644
index 000000000..a97507a36
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
@@ -0,0 +1,471 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+from datetime import datetime, timedelta
+from typing import Any, Optional
+
+from six import iteritems, itervalues
+
+from opensearchpy.helpers.aggs import A
+
+from .query import MatchAll, Nested, Range, Terms
+from .response import Response
+from .search import Search
+from .utils import AttrDict
+
+__all__ = [
+    "FacetedSearch",
+    "HistogramFacet",
+    "TermsFacet",
+    "DateHistogramFacet",
+    "RangeFacet",
+    "NestedFacet",
+]
+
+
+class Facet(object):
+    """
+    A facet on faceted search. Wraps and aggregation and provides functionality
+    to create a filter for selected values and return a list of facet values
+    from the result of the aggregation.
+    """
+
+    agg_type: Optional[str] = None
+
+    def __init__(
+        self, metric: Any = None, metric_sort: str = "desc", **kwargs: Any
+    ) -> None:
+        self.filter_values = ()
+        self._params = kwargs
+        self._metric = metric
+        if metric and metric_sort:
+            self._params["order"] = {"metric": metric_sort}
+
+    def get_aggregation(self) -> Any:
+        """
+        Return the aggregation object.
+        """
+        agg = A(self.agg_type, **self._params)
+        if self._metric:
+            agg.metric("metric", self._metric)
+        return agg
+
+    def add_filter(self, filter_values: Any) -> Any:
+        """
+        Construct a filter.
+        """
+        if not filter_values:
+            return
+
+        f = self.get_value_filter(filter_values[0])
+        for v in filter_values[1:]:
+            f |= self.get_value_filter(v)
+        return f
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        return None
+
+    def is_filtered(self, key: Any, filter_values: Any) -> bool:
+        """
+        Is a filter active on the given key.
+        """
+        return key in filter_values
+
+    def get_value(self, bucket: Any) -> Any:
+        """
+        return a value representing a bucket. Its key as default.
+        """
+        return bucket["key"]
+
+    def get_metric(self, bucket: Any) -> Any:
+        """
+        Return a metric, by default doc_count for a bucket.
+        """
+        if self._metric:
+            return bucket["metric"]["value"]
+        return bucket["doc_count"]
+
+    def get_values(self, data: Any, filter_values: Any) -> Any:
+        """
+        Turn the raw bucket data into a list of tuples containing the key,
+        number of documents and a flag indicating whether this value has been
+        selected or not.
+        """
+        out = []
+        for bucket in data.buckets:
+            key = self.get_value(bucket)
+            out.append(
+                (key, self.get_metric(bucket), self.is_filtered(key, filter_values))
+            )
+        return out
+
+
+class TermsFacet(Facet):
+    agg_type: Optional[str] = "terms"
+
+    def add_filter(self, filter_values: Any) -> Any:
+        """Create a terms filter instead of bool containing term filters."""
+        if filter_values:
+            return Terms(
+                _expand__to_dot=False, **{self._params["field"]: filter_values}
+            )
+
+
+class RangeFacet(Facet):
+    agg_type = "range"
+
+    def _range_to_dict(self, range: Any) -> Any:
+        key, range = range
+        out = {"key": key}
+        if range[0] is not None:
+            out["from"] = range[0]
+        if range[1] is not None:
+            out["to"] = range[1]
+        return out
+
+    def __init__(self, ranges: Any, **kwargs: Any) -> None:
+        super(RangeFacet, self).__init__(**kwargs)
+        self._params["ranges"] = list(map(self._range_to_dict, ranges))
+        self._params["keyed"] = False
+        self._ranges = dict(ranges)
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        f, t = self._ranges[filter_value]
+        limits = {}
+        if f is not None:
+            limits["gte"] = f
+        if t is not None:
+            limits["lt"] = t
+
+        return Range(_expand__to_dot=False, **{self._params["field"]: limits})
+
+
+class HistogramFacet(Facet):
+    agg_type = "histogram"
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        return Range(
+            _expand__to_dot=False,
+            **{
+                self._params["field"]: {
+                    "gte": filter_value,
+                    "lt": filter_value + self._params["interval"],
+                }
+            }
+        )
+
+
+def _date_interval_year(d: Any) -> Any:
+    return d.replace(
+        year=d.year + 1, day=(28 if d.month == 2 and d.day == 29 else d.day)
+    )
+
+
+def _date_interval_month(d: Any) -> Any:
+    return (d + timedelta(days=32)).replace(day=1)
+
+
+def _date_interval_week(d: Any) -> Any:
+    return d + timedelta(days=7)
+
+
+def _date_interval_day(d: Any) -> Any:
+    return d + timedelta(days=1)
+
+
+def _date_interval_hour(d: Any) -> Any:
+    return d + timedelta(hours=1)
+
+
+class DateHistogramFacet(Facet):
+    agg_type = "date_histogram"
+
+    DATE_INTERVALS = {
+        "year": _date_interval_year,
+        "1Y": _date_interval_year,
+        "month": _date_interval_month,
+        "1M": _date_interval_month,
+        "week": _date_interval_week,
+        "1w": _date_interval_week,
+        "day": _date_interval_day,
+        "1d": _date_interval_day,
+        "hour": _date_interval_hour,
+        "1h": _date_interval_hour,
+    }
+
+    def __init__(self, **kwargs: Any) -> None:
+        kwargs.setdefault("min_doc_count", 0)
+        super(DateHistogramFacet, self).__init__(**kwargs)
+
+    def get_value(self, bucket: Any) -> Any:
+        if not isinstance(bucket["key"], datetime):
+            # OpenSearch returns key=None instead of 0 for date 1970-01-01,
+            # so we need to set key to 0 to avoid TypeError exception
+            if bucket["key"] is None:
+                bucket["key"] = 0
+            # Preserve milliseconds in the datetime
+            return datetime.utcfromtimestamp(int(bucket["key"]) / 1000.0)  # type: ignore
+        else:
+            return bucket["key"]
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        for interval_type in ("calendar_interval", "fixed_interval"):
+            if interval_type in self._params:
+                break
+        else:
+            interval_type = "interval"
+
+        return Range(
+            _expand__to_dot=False,
+            **{
+                self._params["field"]: {
+                    "gte": filter_value,
+                    "lt": self.DATE_INTERVALS[self._params[interval_type]](
+                        filter_value
+                    ),
+                }
+            }
+        )
+
+
+class NestedFacet(Facet):
+    agg_type = "nested"
+
+    def __init__(self, path: Any, nested_facet: Any) -> None:
+        self._path = path
+        self._inner = nested_facet
+        super(NestedFacet, self).__init__(
+            path=path, aggs={"inner": nested_facet.get_aggregation()}
+        )
+
+    def get_values(self, data: Any, filter_values: Any) -> Any:
+        return self._inner.get_values(data.inner, filter_values)
+
+    def add_filter(self, filter_values: Any) -> Any:
+        inner_q = self._inner.add_filter(filter_values)
+        if inner_q:
+            return Nested(path=self._path, query=inner_q)
+
+
+class FacetedResponse(Response):
+    @property
+    def query_string(self) -> Any:
+        return self._faceted_search._query
+
+    @property
+    def facets(self) -> Any:
+        if not hasattr(self, "_facets"):
+            super(AttrDict, self).__setattr__("_facets", AttrDict({}))
+            for name, facet in iteritems(self._faceted_search.facets):
+                self._facets[name] = facet.get_values(
+                    getattr(getattr(self.aggregations, "_filter_" + name), name),
+                    self._faceted_search.filter_values.get(name, ()),
+                )
+        return self._facets
+
+
+class FacetedSearch(object):
+    """
+    Abstraction for creating faceted navigation searches that takes care of
+    composing the queries, aggregations and filters as needed as well as
+    presenting the results in an easy-to-consume fashion::
+
+        class BlogSearch(FacetedSearch):
+            index = 'blogs'
+            doc_types = [Blog, Post]
+            fields = ['title^5', 'category', 'description', 'body']
+
+            facets = {
+                'type': TermsFacet(field='_type'),
+                'category': TermsFacet(field='category'),
+                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
+            }
+
+            def search(self):
+                ' Override search to add your own filters '
+                s = super(BlogSearch, self).search()
+                return s.filter('term', published=True)
+
+        # when using:
+        blog_search = BlogSearch("web framework", filters={"category": "python"})
+
+        # supports pagination
+        blog_search[10:20]
+
+        response = blog_search.execute()
+
+        # easy access to aggregation results:
+        for category, hit_count, is_selected in response.facets.category:
+            print(
+                "Category %s has %d hits%s." % (
+                    category,
+                    hit_count,
+                    ' and is chosen' if is_selected else ''
+                )
+            )
+
+    """
+
+    index: Any = None
+    doc_types: Any = None
+    fields: Any = None
+    facets: Any = {}
+    using = "default"
+
+    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
+        """
+        :arg query: the text to search for
+        :arg filters: facet values to filter
+        :arg sort: sort information to be passed to :class:`~opensearchpy.Search`
+        """
+        self._query = query
+        self._filters: Any = {}
+        self._sort = sort
+        self.filter_values: Any = {}
+        for name, value in iteritems(filters):
+            self.add_filter(name, value)
+
+        self._s = self.build_search()
+
+    def count(self) -> Any:
+        return self._s.count()
+
+    def __getitem__(self, k: Any) -> Any:
+        self._s = self._s[k]
+        return self
+
+    def __iter__(self) -> Any:
+        return iter(self._s)
+
+    def add_filter(self, name: Any, filter_values: Any) -> Any:
+        """
+        Add a filter for a facet.
+        """
+        # normalize the value into a list
+        if not isinstance(filter_values, (tuple, list)):
+            if filter_values is None:
+                return
+            filter_values = [
+                filter_values,
+            ]
+
+        # remember the filter values for use in FacetedResponse
+        self.filter_values[name] = filter_values
+
+        # get the filter from the facet
+        f = self.facets[name].add_filter(filter_values)
+        if f is None:
+            return
+
+        self._filters[name] = f
+
+    def search(self) -> Any:
+        """
+        Returns the base Search object to which the facets are added.
+
+        You can customize the query by overriding this method and returning a
+        modified search object.
+        """
+        s = Search(doc_type=self.doc_types, index=self.index, using=self.using)
+        return s.response_class(FacetedResponse)
+
+    def query(self, search: Any, query: Any) -> Any:
+        """
+        Add query part to ``search``.
+
+        Override this if you wish to customize the query used.
+        """
+        if query:
+            if self.fields:
+                return search.query("multi_match", fields=self.fields, query=query)
+            else:
+                return search.query("multi_match", query=query)
+        return search
+
+    def aggregate(self, search: Any) -> Any:
+        """
+        Add aggregations representing the facets selected, including potential
+        filters.
+        """
+        for f, facet in iteritems(self.facets):
+            agg = facet.get_aggregation()
+            agg_filter = MatchAll()
+            for field, filter in iteritems(self._filters):
+                if f == field:
+                    continue
+                agg_filter &= filter
+            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
+                f, agg
+            )
+
+    def filter(self, search: Any) -> Any:
+        """
+        Add a ``post_filter`` to the search request narrowing the results based
+        on the facet filters.
+        """
+        if not self._filters:
+            return search
+
+        post_filter = MatchAll()
+        for f in itervalues(self._filters):
+            post_filter &= f
+        return search.post_filter(post_filter)
+
+    def highlight(self, search: Any) -> Any:
+        """
+        Add highlighting for all the fields
+        """
+        return search.highlight(
+            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
+        )
+
+    def sort(self, search: Any) -> Any:
+        """
+        Add sorting information to the request.
+        """
+        if self._sort:
+            search = search.sort(*self._sort)
+        return search
+
+    def build_search(self) -> Any:
+        """
+        Construct the ``Search`` object.
+        """
+        s = self.search()
+        s = self.query(s, self._query)
+        s = self.filter(s)
+        if self.fields:
+            s = self.highlight(s)
+        s = self.sort(s)
+        self.aggregate(s)
+        return s
+
+    def execute(self) -> Any:
+        """
+        Execute the search and return the response.
+        """
+        r = self._s.execute()
+        r._faceted_search = self
+        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
new file mode 100644
index 000000000..f46e044d7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
@@ -0,0 +1,534 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import base64
+import collections.abc as collections_abc
+import copy
+import ipaddress
+from datetime import date, datetime
+from typing import Any, Optional, Type
+
+from dateutil import parser, tz
+from six import integer_types, iteritems, string_types
+from six.moves import map
+
+from ..exceptions import ValidationException
+from .query import Q
+from .utils import AttrDict, AttrList, DslBase
+from .wrappers import Range
+
+unicode: Type[str] = type("")
+
+
+def construct_field(name_or_field: Any, **params: Any) -> Any:
+    # {"type": "text", "analyzer": "snowball"}
+    if isinstance(name_or_field, collections_abc.Mapping):
+        if params:
+            raise ValueError(
+                "construct_field() cannot accept parameters when passing in a dict."
+            )
+        params = name_or_field.copy()  # type: ignore
+        if "type" not in params:
+            # inner object can be implicitly defined
+            if "properties" in params:
+                name = "object"
+            else:
+                raise ValueError('construct_field() needs to have a "type" key.')
+        else:
+            name = params.pop("type")
+        return Field.get_dsl_class(name)(**params)
+
+    # Text()
+    if isinstance(name_or_field, Field):
+        if params:
+            raise ValueError(
+                "construct_field() cannot accept parameters "
+                "when passing in a construct_field object."
+            )
+        return name_or_field
+
+    # "text", analyzer="snowball"
+    return Field.get_dsl_class(name_or_field)(**params)
+
+
+class Field(DslBase):
+    _type_name: str = "field"
+    _type_shortcut = staticmethod(construct_field)
+    # all fields can be multifields
+    _param_defs = {"fields": {"type": "field", "hash": True}}
+    name: Optional[str] = None
+    _coerce: bool = False
+
+    def __init__(
+        self, multi: bool = False, required: bool = False, *args: Any, **kwargs: Any
+    ) -> None:
+        """
+        :arg bool multi: specifies whether field can contain array of values
+        :arg bool required: specifies whether field is required
+        """
+        self._multi = multi
+        self._required = required
+        super(Field, self).__init__(*args, **kwargs)
+
+    def __getitem__(self, subfield: Any) -> Any:
+        return self._params.get("fields", {})[subfield]
+
+    def _serialize(self, data: Any) -> Any:
+        return data
+
+    def _deserialize(self, data: Any) -> Any:
+        return data
+
+    def _empty(self) -> None:
+        return None
+
+    def empty(self) -> Any:
+        if self._multi:
+            return AttrList([])
+        return self._empty()
+
+    def serialize(self, data: Any) -> Any:
+        if isinstance(data, (list, AttrList, tuple)):
+            return list(map(self._serialize, data))
+        return self._serialize(data)
+
+    def deserialize(self, data: Any) -> Any:
+        if isinstance(data, (list, AttrList, tuple)):
+            data = [None if d is None else self._deserialize(d) for d in data]
+            return data
+        if data is None:
+            return None
+        return self._deserialize(data)
+
+    def clean(self, data: Any) -> Any:
+        if data is not None:
+            data = self.deserialize(data)
+        if data in (None, [], {}) and self._required:
+            raise ValidationException("Value required for this field.")
+        return data
+
+    def to_dict(self) -> Any:
+        d = super(Field, self).to_dict()
+        name, value = d.popitem()
+        value["type"] = name
+        return value
+
+
+class CustomField(Field):
+    name = "custom"
+    _coerce = True
+
+    def to_dict(self) -> Any:
+        if isinstance(self.builtin_type, Field):
+            return self.builtin_type.to_dict()
+
+        d = super(CustomField, self).to_dict()
+        d["type"] = self.builtin_type
+        return d
+
+
+class Object(Field):
+    name: Optional[str] = "object"
+    _coerce: bool = True
+
+    def __init__(
+        self,
+        doc_class: Any = None,
+        dynamic: Any = None,
+        properties: Any = None,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg document.InnerDoc doc_class: base doc class that handles mapping.
+            If no `doc_class` is provided, new instance of `InnerDoc` will be created,
+            populated with `properties` and used. Can not be provided together with `properties`
+        :arg dynamic: whether new properties may be created dynamically.
+            Valid values are `True`, `False`, `'strict'`.
+            Can not be provided together with `doc_class`.
+        :arg dict properties: used to construct underlying mapping if no `doc_class` is provided.
+            Can not be provided together with `doc_class`
+        """
+        if doc_class and (properties or dynamic is not None):
+            raise ValidationException(
+                "doc_class and properties/dynamic should not be provided together"
+            )
+        if doc_class:
+            self._doc_class: Any = doc_class
+        else:
+            # FIXME import
+            from opensearchpy.helpers.document import InnerDoc
+
+            # no InnerDoc subclass, creating one instead...
+            self._doc_class = type("InnerDoc", (InnerDoc,), {})
+            for name, field in iteritems(properties or {}):
+                self._doc_class._doc_type.mapping.field(name, field)  # type: ignore
+            if dynamic is not None:
+                self._doc_class._doc_type.mapping.meta("dynamic", dynamic)  # type: ignore
+
+        self._mapping = copy.deepcopy(self._doc_class._doc_type.mapping)
+        super(Object, self).__init__(**kwargs)
+
+    def __getitem__(self, name: Any) -> Any:
+        return self._mapping[name]
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self._mapping
+
+    def _empty(self) -> Any:
+        return self._wrap({})
+
+    def _wrap(self, data: Any) -> Any:
+        return self._doc_class.from_opensearch(data, data_only=True)
+
+    def empty(self) -> Any:
+        if self._multi:
+            return AttrList([], self._wrap)
+        return self._empty()
+
+    def to_dict(self) -> Any:
+        d = self._mapping.to_dict()
+        d.update(super(Object, self).to_dict())
+        return d
+
+    def _collect_fields(self) -> Any:
+        return self._mapping.properties._collect_fields()
+
+    def _deserialize(self, data: Any) -> Any:
+        # don't wrap already wrapped data
+        if isinstance(data, self._doc_class):
+            return data
+
+        if isinstance(data, AttrDict):
+            data = data._d_
+
+        return self._wrap(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+
+        # somebody assigned raw dict to the field, we should tolerate that
+        if isinstance(data, collections_abc.Mapping):
+            return data
+
+        return data.to_dict()
+
+    def clean(self, data: Any) -> Any:
+        data = super(Object, self).clean(data)
+        if data is None:
+            return None
+        if isinstance(data, (list, AttrList)):
+            for d in data:
+                d.full_clean()
+        else:
+            data.full_clean()
+        return data
+
+    def update(self, other: "Object", update_only: bool = False) -> None:
+        if not isinstance(other, Object):
+            # not an inner/nested object, no merge possible
+            return
+
+        self._mapping.update(other._mapping, update_only)
+
+
+class Nested(Object):
+    name: Optional[str] = "nested"
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        kwargs.setdefault("multi", True)
+        super(Nested, self).__init__(*args, **kwargs)
+
+
+class Date(Field):
+    name: Optional[str] = "date"
+    _coerce: bool = True
+
+    def __init__(self, default_timezone: Any = None, *args: Any, **kwargs: Any) -> None:
+        """
+        :arg default_timezone: timezone that will be automatically used for tz-naive values
+            May be instance of `datetime.tzinfo` or string containing TZ offset
+        """
+        self._default_timezone = default_timezone
+        if isinstance(self._default_timezone, string_types):
+            self._default_timezone = tz.gettz(self._default_timezone)
+        super(Date, self).__init__(*args, **kwargs)
+
+    def _deserialize(self, data: Any) -> Any:
+        if isinstance(data, string_types):
+            try:
+                data = parser.parse(data)
+            except Exception as e:
+                raise ValidationException(
+                    "Could not parse date from the value (%r)" % data, e
+                )
+
+        if isinstance(data, datetime):
+            if self._default_timezone and data.tzinfo is None:
+                data = data.replace(tzinfo=self._default_timezone)
+            return data
+        if isinstance(data, date):
+            return data
+        if isinstance(data, integer_types):
+            # Divide by a float to preserve milliseconds on the datetime.
+            return datetime.utcfromtimestamp(data / 1000.0)
+
+        raise ValidationException("Could not parse date from the value (%r)" % data)
+
+
+class Text(Field):
+    _param_defs = {
+        "fields": {"type": "field", "hash": True},
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+        "search_quote_analyzer": {"type": "analyzer"},
+    }
+    name: Optional[str] = "text"
+
+
+class SearchAsYouType(Field):
+    _param_defs = {
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+        "search_quote_analyzer": {"type": "analyzer"},
+    }
+    name: Optional[str] = "search_as_you_type"
+
+
+class Keyword(Field):
+    _param_defs = {
+        "fields": {"type": "field", "hash": True},
+        "search_analyzer": {"type": "analyzer"},
+        "normalizer": {"type": "normalizer"},
+    }
+    name: Optional[str] = "keyword"
+
+
+class ConstantKeyword(Keyword):
+    name: Optional[str] = "constant_keyword"
+
+
+class Boolean(Field):
+    name: Optional[str] = "boolean"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        if data == "false":
+            return False
+        return bool(data)
+
+    def clean(self, data: Any) -> Any:
+        if data is not None:
+            data = self.deserialize(data)
+        if data is None and self._required:
+            raise ValidationException("Value required for this field.")
+        return data
+
+
+class Float(Field):
+    name: Optional[str] = "float"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return float(data)
+
+
+class DenseVector(Float):
+    name: Optional[str] = "dense_vector"
+
+    def __init__(self, dims: Any, **kwargs: Any) -> None:
+        kwargs["multi"] = True
+        super(DenseVector, self).__init__(dims=dims, **kwargs)
+
+
+class SparseVector(Field):
+    name: Optional[str] = "sparse_vector"
+
+
+class HalfFloat(Float):
+    name: Optional[str] = "half_float"
+
+
+class ScaledFloat(Float):
+    name: Optional[str] = "scaled_float"
+
+    def __init__(self, scaling_factor: Any, *args: Any, **kwargs: Any) -> None:
+        super(ScaledFloat, self).__init__(
+            scaling_factor=scaling_factor, *args, **kwargs
+        )
+
+
+class Double(Float):
+    name: Optional[str] = "double"
+
+
+class RankFeature(Float):
+    name: Optional[str] = "rank_feature"
+
+
+class RankFeatures(Field):
+    name: Optional[str] = "rank_features"
+
+
+class Integer(Field):
+    name: Optional[str] = "integer"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return int(data)
+
+
+class Byte(Integer):
+    name: Optional[str] = "byte"
+
+
+class Short(Integer):
+    name: Optional[str] = "short"
+
+
+class Long(Integer):
+    name: Optional[str] = "long"
+
+
+class Ip(Field):
+    name: Optional[str] = "ip"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        # the ipaddress library for pypy only accepts unicode.
+        return ipaddress.ip_address(unicode(data))
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return str(data)
+
+
+class Binary(Field):
+    name: Optional[str] = "binary"
+    _coerce: bool = True
+
+    def clean(self, data: Any) -> Any:
+        # Binary fields are opaque, so there's not much cleaning
+        # that can be done.
+        return data
+
+    def _deserialize(self, data: Any) -> Any:
+        return base64.b64decode(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return base64.b64encode(data).decode()
+
+
+class GeoPoint(Field):
+    name: Optional[str] = "geo_point"
+
+
+class GeoShape(Field):
+    name: Optional[str] = "geo_shape"
+
+
+class Completion(Field):
+    _param_defs = {
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+    }
+    name = "completion"
+
+
+class Percolator(Field):
+    name: Optional[str] = "percolator"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return Q(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return data.to_dict()
+
+
+class RangeField(Field):
+    _coerce: bool = True
+    _core_field: Any = None
+
+    def _deserialize(self, data: Any) -> Any:
+        if isinstance(data, Range):
+            return data
+        data = dict((k, self._core_field.deserialize(v)) for k, v in iteritems(data))
+        return Range(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        if not isinstance(data, collections_abc.Mapping):
+            data = data.to_dict()
+        return dict((k, self._core_field.serialize(v)) for k, v in iteritems(data))
+
+
+class IntegerRange(RangeField):
+    name: Optional[str] = "integer_range"
+    _core_field: Any = Integer()
+
+
+class FloatRange(RangeField):
+    name: Optional[str] = "float_range"
+    _core_field: Any = Float()
+
+
+class LongRange(RangeField):
+    name: Optional[str] = "long_range"
+    _core_field: Any = Long()
+
+
+class DoubleRange(RangeField):
+    name: Optional[str] = "double_range"
+    _core_field: Any = Double()
+
+
+class DateRange(RangeField):
+    name: Optional[str] = "date_range"
+    _core_field: Any = Date()
+
+
+class IpRange(Field):
+    # not a RangeField since ip_range supports CIDR ranges
+    name: Optional[str] = "ip_range"
+
+
+class Join(Field):
+    name: Optional[str] = "join"
+
+
+class TokenCount(Field):
+    name: Optional[str] = "token_count"
+
+
+class Murmur3(Field):
+    name: Optional[str] = "murmur3"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
new file mode 100644
index 000000000..21f5407be
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
@@ -0,0 +1,125 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from typing import Any, Optional
+
+from .utils import DslBase
+
+
+def SF(name_or_sf: Any, **params: Any) -> Any:  # pylint: disable=invalid-name
+    # {"script_score": {"script": "_score"}, "filter": {}}
+    if isinstance(name_or_sf, collections_abc.Mapping):
+        if params:
+            raise ValueError("SF() cannot accept parameters when passing in a dict.")
+        kwargs = {}
+        sf = name_or_sf.copy()  # type: ignore
+        for k in ScoreFunction._param_defs:
+            if k in name_or_sf:
+                kwargs[k] = sf.pop(k)
+
+        # not sf, so just filter+weight, which used to be boost factor
+        if not sf:
+            name = "boost_factor"
+        # {'FUNCTION': {...}}
+        elif len(sf) == 1:
+            name, params = sf.popitem()
+        else:
+            raise ValueError("SF() got an unexpected fields in the dictionary: %r" % sf)
+
+        # boost factor special case, see https://github.com/elastic/elasticsearch/issues/6343
+        if not isinstance(params, collections_abc.Mapping):
+            params = {"value": params}
+
+        # mix known params (from _param_defs) and from inside the function
+        kwargs.update(params)
+        return ScoreFunction.get_dsl_class(name)(**kwargs)
+
+    # ScriptScore(script="_score", filter=Q())
+    if isinstance(name_or_sf, ScoreFunction):
+        if params:
+            raise ValueError(
+                "SF() cannot accept parameters when passing in a ScoreFunction object."
+            )
+        return name_or_sf
+
+    # "script_score", script="_score", filter=Q()
+    return ScoreFunction.get_dsl_class(name_or_sf)(**params)
+
+
+class ScoreFunction(DslBase):
+    _type_name: str = "score_function"
+    _type_shortcut = staticmethod(SF)
+    _param_defs = {
+        "query": {"type": "query"},
+        "filter": {"type": "query"},
+        "weight": {},
+    }
+    name: Optional[str] = None
+
+    def to_dict(self) -> Any:
+        d = super(ScoreFunction, self).to_dict()
+        # filter and query dicts should be at the same level as us
+        for k in self._param_defs:
+            if k in d[self.name]:
+                d[k] = d[self.name].pop(k)
+        return d
+
+
+class ScriptScore(ScoreFunction):
+    name = "script_score"
+
+
+class BoostFactor(ScoreFunction):
+    name = "boost_factor"
+
+    def to_dict(self) -> Any:
+        d = super(BoostFactor, self).to_dict()
+        if "value" in d[self.name]:
+            d[self.name] = d[self.name].pop("value")
+        else:
+            del d[self.name]
+        return d
+
+
+class RandomScore(ScoreFunction):
+    name = "random_score"
+
+
+class FieldValueFactor(ScoreFunction):
+    name = "field_value_factor"
+
+
+class Linear(ScoreFunction):
+    name = "linear"
+
+
+class Gauss(ScoreFunction):
+    name = "gauss"
+
+
+class Exp(ScoreFunction):
+    name = "exp"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
new file mode 100644
index 000000000..25bc0664d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
@@ -0,0 +1,656 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any, Optional
+
+from opensearchpy.client import OpenSearch
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.helpers import analysis
+
+from ..exceptions import IllegalOperation
+from .mapping import Mapping
+from .search import Search
+from .update_by_query import UpdateByQuery
+from .utils import merge
+
+
+class IndexTemplate(object):
+    def __init__(
+        self,
+        name: Any,
+        template: Any,
+        index: Any = None,
+        order: Any = None,
+        **kwargs: Any
+    ) -> None:
+        if index is None:
+            self._index = Index(template, **kwargs)
+        else:
+            if kwargs:
+                raise ValueError(
+                    "You cannot specify options for Index when"
+                    " passing an Index instance."
+                )
+            self._index = index.clone()
+            self._index._name = template
+        self._template_name = name
+        self.order = order
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._index, attr_name)
+
+    def to_dict(self) -> Any:
+        d = self._index.to_dict()
+        d["index_patterns"] = [self._index._name]
+        if self.order is not None:
+            d["order"] = self.order
+        return d
+
+    def save(self, using: Any = None) -> Any:
+        opensearch = get_connection(using or self._index._using)
+        return opensearch.indices.put_template(
+            name=self._template_name, body=self.to_dict()
+        )
+
+
+class Index(object):
+    def __init__(self, name: Any, using: Any = "default") -> None:
+        """
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        self._name = name
+        self._doc_types: Any = []
+        self._using = using
+        self._settings: Any = {}
+        self._aliases: Any = {}
+        self._analysis: Any = {}
+        self._mapping: Any = None
+
+    def get_or_create_mapping(self) -> Any:
+        if self._mapping is None:
+            self._mapping = Mapping()
+        return self._mapping
+
+    def as_template(
+        self, template_name: Any, pattern: Any = None, order: Any = None
+    ) -> Any:
+        # TODO: should we allow pattern to be a top-level arg?
+        # or maybe have an IndexPattern that allows for it and have
+        # Document._index be that?
+        return IndexTemplate(
+            template_name, pattern or self._name, index=self, order=order
+        )
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
+            if field is not None:
+                return nested, field
+        if self._mapping:
+            return self._mapping.resolve_nested(field_path)
+        return (), None
+
+    def resolve_field(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            field = doc._doc_type.mapping.resolve_field(field_path)
+            if field is not None:
+                return field
+        if self._mapping:
+            return self._mapping.resolve_field(field_path)
+        return None
+
+    def load_mappings(self, using: Optional[OpenSearch] = None) -> None:
+        self.get_or_create_mapping().update_from_opensearch(
+            self._name, using=using or self._using
+        )
+
+    def clone(self, name: Any = None, using: Any = None) -> Any:
+        """
+        Create a copy of the instance with another name or connection alias.
+        Useful for creating multiple indices with shared configuration::
+
+            i = Index('base-index')
+            i.settings(number_of_shards=1)
+            i.create()
+
+            i2 = i.clone('other-index')
+            i2.create()
+
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        i = Index(name or self._name, using=using or self._using)
+        i._settings = self._settings.copy()
+        i._aliases = self._aliases.copy()
+        i._analysis = self._analysis.copy()
+        i._doc_types = self._doc_types[:]
+        if self._mapping is not None:
+            i._mapping = self._mapping._clone()
+        return i
+
+    def _get_connection(self, using: Any = None) -> Any:
+        if self._name is None:
+            raise ValueError("You cannot perform API calls on the default index.")
+        return get_connection(using or self._using)
+
+    connection = property(_get_connection)
+
+    def mapping(self, mapping: Any) -> Any:
+        """
+        Associate a mapping (an instance of
+        :class:`~opensearchpy.Mapping`) with this index.
+        This means that, when this index is created, it will contain the
+        mappings for the document type defined by those mappings.
+        """
+        self.get_or_create_mapping().update(mapping)
+
+    def document(self, document: Any) -> Any:
+        """
+        Associate a :class:`~opensearchpy.Document` subclass with an index.
+        This means that, when this index is created, it will contain the
+        mappings for the ``Document``. If the ``Document`` class doesn't have a
+        default index yet (by defining ``class Index``), this instance will be
+        used. Can be used as a decorator::
+
+            i = Index('blog')
+
+            @i.document
+            class Post(Document):
+                title = Text()
+
+            # create the index, including Post mappings
+            i.create()
+
+            # .search() will now return a Search object that will return
+            # properly deserialized Post instances
+            s = i.search()
+        """
+        self._doc_types.append(document)
+
+        # If the document index does not have any name, that means the user
+        # did not set any index already to the document.
+        # So set this index as document index
+        if document._index._name is None:
+            document._index = self
+
+        return document
+
+    def settings(self, **kwargs: Any) -> Any:
+        """
+        Add settings to the index::
+
+            i = Index('i')
+            i.settings(number_of_shards=1, number_of_replicas=0)
+
+        Multiple calls to ``settings`` will merge the keys, later overriding
+        the earlier.
+        """
+        self._settings.update(kwargs)
+        return self
+
+    def aliases(self, **kwargs: Any) -> Any:
+        """
+        Add aliases to the index definition::
+
+            i = Index('blog-v2')
+            i.aliases(blog={}, published={'filter': Q('term', published=True)})
+        """
+        self._aliases.update(kwargs)
+        return self
+
+    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
+        """
+        Explicitly add an analyzer to an index. Note that all custom analyzers
+        defined in mappings will also be created. This is useful for search analyzers.
+
+        Example::
+
+            from opensearchpy import analyzer, tokenizer
+
+            my_analyzer = analyzer('my_analyzer',
+                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
+                filter=['lowercase']
+            )
+
+            i = Index('blog')
+            i.analyzer(my_analyzer)
+
+        """
+        analyzer = analysis.analyzer(*args, **kwargs)
+        d = analyzer.get_analysis_definition()
+        # empty custom analyzer, probably already defined out of our control
+        if not d:
+            return
+
+        # merge the definition
+        merge(self._analysis, d, True)
+
+    def to_dict(self) -> Any:
+        out = {}
+        if self._settings:
+            out["settings"] = self._settings
+        if self._aliases:
+            out["aliases"] = self._aliases
+        mappings: Any = self._mapping.to_dict() if self._mapping else {}
+        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
+        for d in self._doc_types:
+            mapping = d._doc_type.mapping
+            merge(mappings, mapping.to_dict(), True)
+            merge(analysis, mapping._collect_analysis(), True)
+        if mappings:
+            out["mappings"] = mappings
+        if analysis or self._analysis:
+            merge(analysis, self._analysis)
+            out.setdefault("settings", {})["analysis"] = analysis
+        return out
+
+    def search(self, using: Optional[OpenSearch] = None) -> Search:
+        """
+        Return a :class:`~opensearchpy.Search` object searching over the
+        index (or all the indices belonging to this template) and its
+        ``Document``\\s.
+        """
+        return Search(
+            using=using or self._using, index=self._name, doc_type=self._doc_types
+        )
+
+    def updateByQuery(  # pylint: disable=invalid-name
+        self, using: Optional[OpenSearch] = None
+    ) -> UpdateByQuery:
+        """
+        Return a :class:`~opensearchpy.UpdateByQuery` object searching over the index
+        (or all the indices belonging to this template) and updating Documents that match
+        the search criteria.
+
+        For more information, see here:
+        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
+        """
+        return UpdateByQuery(
+            using=using or self._using,
+            index=self._name,
+        )
+
+    def create(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Creates the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.create`` unchanged.
+        """
+        return self._get_connection(using).indices.create(
+            index=self._name, body=self.to_dict(), **kwargs
+        )
+
+    def is_closed(self, using: Optional[OpenSearch] = None) -> Any:
+        state = self._get_connection(using).cluster.state(
+            index=self._name, metric="metadata"
+        )
+        return state["metadata"]["indices"][self._name]["state"] == "close"
+
+    def save(self, using: Optional[OpenSearch] = None) -> Any:
+        """
+        Sync the index definition with opensearch, creating the index if it
+        doesn't exist and updating its settings and mappings if it does.
+
+        Note some settings and mapping changes cannot be done on an open
+        index (or at all on an existing index) and for those this method will
+        fail with the underlying exception.
+        """
+        if not self.exists(using=using):
+            return self.create(using=using)
+
+        body = self.to_dict()
+        settings = body.pop("settings", {})
+        analysis = settings.pop("analysis", None)
+        current_settings = self.get_settings(using=using)[self._name]["settings"][
+            "index"
+        ]
+        if analysis:
+            if self.is_closed(using=using):
+                # closed index, update away
+                settings["analysis"] = analysis
+            else:
+                # compare analysis definition, if all analysis objects are
+                # already defined as requested, skip analysis update and
+                # proceed, otherwise raise IllegalOperation
+                existing_analysis = current_settings.get("analysis", {})
+                if any(
+                    existing_analysis.get(section, {}).get(k, None)
+                    != analysis[section][k]
+                    for section in analysis
+                    for k in analysis[section]
+                ):
+                    raise IllegalOperation(
+                        "You cannot update analysis configuration on an open index, "
+                        "you need to close index %s first." % self._name
+                    )
+
+        # try and update the settings
+        if settings:
+            settings = settings.copy()
+            for k, v in list(settings.items()):
+                if k in current_settings and current_settings[k] == str(v):
+                    del settings[k]
+
+            if settings:
+                self.put_settings(using=using, body=settings)
+
+        # update the mappings, any conflict in the mappings will result in an
+        # exception
+        mappings = body.pop("mappings", {})
+        if mappings:
+            self.put_mapping(using=using, body=mappings)
+
+    def analyze(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Perform the analysis process on a text and return the tokens breakdown
+        of the text.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.analyze`` unchanged.
+        """
+        return self._get_connection(using).indices.analyze(index=self._name, **kwargs)
+
+    def refresh(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Performs a refresh operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.refresh`` unchanged.
+        """
+        return self._get_connection(using).indices.refresh(index=self._name, **kwargs)
+
+    def flush(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Performs a flush operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.flush`` unchanged.
+        """
+        return self._get_connection(using).indices.flush(index=self._name, **kwargs)
+
+    def get(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The get index API allows to retrieve information about the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get`` unchanged.
+        """
+        return self._get_connection(using).indices.get(index=self._name, **kwargs)
+
+    def open(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Opens the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.open`` unchanged.
+        """
+        return self._get_connection(using).indices.open(index=self._name, **kwargs)
+
+    def close(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Closes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.close`` unchanged.
+        """
+        return self._get_connection(using).indices.close(index=self._name, **kwargs)
+
+    def delete(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Deletes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.delete`` unchanged.
+        """
+        return self._get_connection(using).indices.delete(index=self._name, **kwargs)
+
+    def exists(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Returns ``True`` if the index already exists in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.exists`` unchanged.
+        """
+        return self._get_connection(using).indices.exists(index=self._name, **kwargs)
+
+    def put_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Register specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.put_mapping(
+            index=self._name, **kwargs
+        )
+
+    def get_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.get_mapping(
+            index=self._name, **kwargs
+        )
+
+    def get_field_mapping(
+        self, using: Optional[OpenSearch] = None, **kwargs: Any
+    ) -> Any:
+        """
+        Retrieve mapping definition of a specific field.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_field_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.get_field_mapping(
+            index=self._name, **kwargs
+        )
+
+    def put_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Create an alias for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.put_alias(index=self._name, **kwargs)
+
+    def exists_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Return a boolean indicating whether given alias exists for this index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.exists_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.exists_alias(
+            index=self._name, **kwargs
+        )
+
+    def get_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve a specified alias.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.get_alias(index=self._name, **kwargs)
+
+    def delete_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Delete specific alias.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.delete_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.delete_alias(
+            index=self._name, **kwargs
+        )
+
+    def get_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve settings for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_settings`` unchanged.
+        """
+        return self._get_connection(using).indices.get_settings(
+            index=self._name, **kwargs
+        )
+
+    def put_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Change specific index level settings in real time.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_settings`` unchanged.
+        """
+        return self._get_connection(using).indices.put_settings(
+            index=self._name, **kwargs
+        )
+
+    def stats(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve statistics on different operations happening on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.stats`` unchanged.
+        """
+        return self._get_connection(using).indices.stats(index=self._name, **kwargs)
+
+    def segments(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Provide low level segments information that a Lucene index (shard
+        level) is built with.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.segments`` unchanged.
+        """
+        return self._get_connection(using).indices.segments(index=self._name, **kwargs)
+
+    def validate_query(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Validate a potentially expensive query without executing it.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.validate_query`` unchanged.
+        """
+        return self._get_connection(using).indices.validate_query(
+            index=self._name, **kwargs
+        )
+
+    def clear_cache(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Clear all caches or specific cached associated with the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.clear_cache`` unchanged.
+        """
+        return self._get_connection(using).indices.clear_cache(
+            index=self._name, **kwargs
+        )
+
+    def recovery(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The indices recovery API provides insight into on-going shard
+        recoveries for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.recovery`` unchanged.
+        """
+        return self._get_connection(using).indices.recovery(index=self._name, **kwargs)
+
+    def upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Upgrade the index to the latest format.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.upgrade`` unchanged.
+        """
+        return self._get_connection(using).indices.upgrade(index=self._name, **kwargs)
+
+    def get_upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Monitor how much of the index is upgraded.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_upgrade`` unchanged.
+        """
+        return self._get_connection(using).indices.get_upgrade(
+            index=self._name, **kwargs
+        )
+
+    def shard_stores(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Provides store information for shard copies of the index. Store
+        information reports on which nodes shard copies exist, the shard copy
+        version, indicating how recent they are, and any exceptions encountered
+        while opening the shard index or from earlier engine failure.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.shard_stores`` unchanged.
+        """
+        return self._get_connection(using).indices.shard_stores(
+            index=self._name, **kwargs
+        )
+
+    def forcemerge(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The force merge API allows to force merging of the index through an
+        API. The merge relates to the number of segments a Lucene index holds
+        within each shard. The force merge operation allows to reduce the
+        number of segments by merging them.
+
+        This call will block until the merge is complete. If the http
+        connection is lost, the request will continue in the background, and
+        any new requests will block until the previous force merge is complete.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.forcemerge`` unchanged.
+        """
+        return self._get_connection(using).indices.forcemerge(
+            index=self._name, **kwargs
+        )
+
+    def shrink(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The shrink index API allows you to shrink an existing index into a new
+        index with fewer primary shards. The number of primary shards in the
+        target index must be a factor of the shards in the source index. For
+        example an index with 8 primary shards can be shrunk into 4, 2 or 1
+        primary shards or an index with 15 primary shards can be shrunk into 5,
+        3 or 1. If the number of shards in the index is a prime number it can
+        only be shrunk into a single primary shard. Before shrinking, a
+        (primary or replica) copy of every shard in the index must be present
+        on the same node.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.shrink`` unchanged.
+        """
+        return self._get_connection(using).indices.shrink(index=self._name, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
new file mode 100644
index 000000000..f75ef19e7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
@@ -0,0 +1,246 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any
+
+from six import iteritems, itervalues
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.helpers.field import Nested, Text, construct_field
+
+from .utils import DslBase
+
+META_FIELDS = frozenset(
+    (
+        "dynamic",
+        "transform",
+        "dynamic_date_formats",
+        "date_detection",
+        "numeric_detection",
+        "dynamic_templates",
+        "enabled",
+    )
+)
+
+
+class Properties(DslBase):
+    name = "properties"
+    _param_defs = {"properties": {"type": "field", "hash": True}}
+
+    def __init__(self) -> None:
+        super(Properties, self).__init__()
+
+    def __repr__(self) -> str:
+        return "Properties()"
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties[name]
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self.properties
+
+    def to_dict(self) -> Any:
+        return super(Properties, self).to_dict()["properties"]
+
+    def field(self, name: Any, *args: Any, **kwargs: Any) -> "Properties":
+        self.properties[name] = construct_field(*args, **kwargs)
+        return self
+
+    def _collect_fields(self) -> Any:
+        """Iterate over all Field objects within, including multi fields."""
+        for f in itervalues(self.properties.to_dict()):
+            yield f
+            # multi fields
+            if hasattr(f, "fields"):
+                for inner_f in itervalues(f.fields.to_dict()):
+                    yield inner_f
+            # nested and inner objects
+            if hasattr(f, "_collect_fields"):
+                for inner_f in f._collect_fields():
+                    yield inner_f
+
+    def update(self, other_object: Any) -> None:
+        if not hasattr(other_object, "properties"):
+            # not an inner/nested object, no merge possible
+            return
+
+        our, other = self.properties, other_object.properties
+        for name in other:
+            if name in our:
+                if hasattr(our[name], "update"):
+                    our[name].update(other[name])
+                continue
+            our[name] = other[name]
+
+
+class Mapping(object):
+    def __init__(self) -> None:
+        self.properties = Properties()
+        self._meta: Any = {}
+
+    def __repr__(self) -> str:
+        return "Mapping()"
+
+    def _clone(self) -> Any:
+        m = Mapping()
+        m.properties._params = self.properties._params.copy()
+        return m
+
+    @classmethod
+    def from_opensearch(cls, index: Any, using: str = "default") -> Any:
+        m = cls()
+        m.update_from_opensearch(index, using)
+        return m
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        field = self
+        nested = []
+        parts = field_path.split(".")
+        for i, step in enumerate(parts):
+            try:
+                field = field[step]
+            except KeyError:
+                return (), None
+            if isinstance(field, Nested):
+                nested.append(".".join(parts[: i + 1]))
+        return nested, field
+
+    def resolve_field(self, field_path: Any) -> Any:
+        field = self
+        for step in field_path.split("."):
+            try:
+                field = field[step]
+            except KeyError:
+                return None
+        return field
+
+    def _collect_analysis(self) -> Any:
+        analysis: Any = {}
+        fields: Any = []
+        if "_all" in self._meta:
+            fields.append(Text(**self._meta["_all"]))
+
+        for f in chain(fields, self.properties._collect_fields()):
+            for analyzer_name in (
+                "analyzer",
+                "normalizer",
+                "search_analyzer",
+                "search_quote_analyzer",
+            ):
+                if not hasattr(f, analyzer_name):
+                    continue
+                analyzer = getattr(f, analyzer_name)
+                d = analyzer.get_analysis_definition()
+                # empty custom analyzer, probably already defined out of our control
+                if not d:
+                    continue
+
+                # merge the definition
+                # TODO: conflict detection/resolution
+                for key in d:
+                    analysis.setdefault(key, {}).update(d[key])
+
+        return analysis
+
+    def save(self, index: Any, using: str = "default") -> Any:
+        from opensearchpy.helpers.index import Index
+
+        index = Index(index, using=using)
+        index.mapping(self)
+        return index.save()
+
+    def update_from_opensearch(self, index: Any, using: str = "default") -> None:
+        opensearch = get_connection(using)
+        raw = opensearch.indices.get_mapping(index=index)
+        _, raw = raw.popitem()
+        self._update_from_dict(raw["mappings"])
+
+    def _update_from_dict(self, raw: Any) -> None:
+        for name, definition in iteritems(raw.get("properties", {})):
+            self.field(name, definition)
+
+        # metadata like _all etc
+        for name, value in iteritems(raw):
+            if name != "properties":
+                if isinstance(value, collections_abc.Mapping):
+                    self.meta(name, **value)
+                else:
+                    self.meta(name, value)
+
+    def update(self, mapping: Any, update_only: bool = False) -> None:
+        for name in mapping:
+            if update_only and name in self:
+                # nested and inner objects, merge recursively
+                if hasattr(self[name], "update"):
+                    # FIXME only merge subfields, not the settings
+                    self[name].update(mapping[name], update_only)
+                continue
+            self.field(name, mapping[name])
+
+        if update_only:
+            for name in mapping._meta:
+                if name not in self._meta:
+                    self._meta[name] = mapping._meta[name]
+        else:
+            self._meta.update(mapping._meta)
+
+    def __contains__(self, name: Any) -> Any:
+        return name in self.properties.properties
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties.properties[name]
+
+    def __iter__(self) -> Any:
+        return iter(self.properties.properties)
+
+    def field(self, *args: Any, **kwargs: Any) -> "Mapping":
+        self.properties.field(*args, **kwargs)
+        return self
+
+    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "Mapping":
+        if not name.startswith("_") and name not in META_FIELDS:
+            name = "_" + name
+
+        if params and kwargs:
+            raise ValueError("Meta configs cannot have both value and a dictionary.")
+
+        self._meta[name] = kwargs if params is None else params
+        return self
+
+    def to_dict(self) -> Any:
+        meta = self._meta
+
+        # hard coded serialization of analyzers in _all
+        if "_all" in meta:
+            meta = meta.copy()
+            _all = meta["_all"] = meta["_all"].copy()
+            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
+                if hasattr(_all.get(f, None), "to_dict"):
+                    _all[f] = _all[f].to_dict()
+        meta.update(self.properties.to_dict())
+        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
new file mode 100644
index 000000000..1d3b6671d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
@@ -0,0 +1,526 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any, Optional
+
+# 'SF' looks unused but the test suite assumes it's available
+# from this module so others are liable to do so as well.
+from ..helpers.function import SF, ScoreFunction
+from .utils import DslBase
+
+
+def Q(  # pylint: disable=invalid-name
+    name_or_query: Any = "match_all", **params: Any
+) -> Any:
+    # {"match": {"title": "python"}}
+    if isinstance(name_or_query, collections_abc.Mapping):
+        if params:
+            raise ValueError("Q() cannot accept parameters when passing in a dict.")
+        if len(name_or_query) != 1:
+            raise ValueError(
+                'Q() can only accept dict with a single query ({"match": {...}}). '
+                "Instead it got (%r)" % name_or_query
+            )
+        name, params = name_or_query.copy().popitem()  # type: ignore
+        return Query.get_dsl_class(name)(_expand__to_dot=False, **params)
+
+    # MatchAll()
+    if isinstance(name_or_query, Query):
+        if params:
+            raise ValueError(
+                "Q() cannot accept parameters when passing in a Query object."
+            )
+        return name_or_query
+
+    # s.query = Q('filtered', query=s.query)
+    if hasattr(name_or_query, "_proxied"):
+        return name_or_query._proxied
+
+    # "match", title="python"
+    return Query.get_dsl_class(name_or_query)(**params)
+
+
+class Query(DslBase):
+    _type_name: str = "query"
+    _type_shortcut = staticmethod(Q)
+    name: Optional[str] = None
+
+    def __add__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__radd__"):
+            return other.__radd__(self)
+        return Bool(must=[self, other])
+
+    def __invert__(self) -> Any:
+        return Bool(must_not=[self])
+
+    def __or__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__ror__"):
+            return other.__ror__(self)
+        return Bool(should=[self, other])
+
+    def __and__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__rand__"):
+            return other.__rand__(self)
+        return Bool(must=[self, other])
+
+
+class MatchAll(Query):
+    name = "match_all"
+
+    def __add__(self, other: Any) -> Any:
+        return other._clone()
+
+    __and__ = __rand__ = __radd__ = __add__
+
+    def __or__(self, other: Any) -> "MatchAll":
+        return self
+
+    __ror__ = __or__
+
+    def __invert__(self) -> Any:
+        return MatchNone()
+
+
+EMPTY_QUERY = MatchAll()
+
+
+class MatchNone(Query):
+    name = "match_none"
+
+    def __add__(self, other: Any) -> "MatchNone":
+        return self
+
+    __and__ = __rand__ = __radd__ = __add__
+
+    def __or__(self, other: Any) -> Any:
+        return other._clone()
+
+    __ror__ = __or__
+
+    def __invert__(self) -> Any:
+        return MatchAll()
+
+
+class Bool(Query):
+    name = "bool"
+    _param_defs = {
+        "must": {"type": "query", "multi": True},
+        "should": {"type": "query", "multi": True},
+        "must_not": {"type": "query", "multi": True},
+        "filter": {"type": "query", "multi": True},
+    }
+
+    def __add__(self, other: "Bool") -> Any:
+        q = self._clone()
+        if isinstance(other, Bool):
+            q.must += other.must
+            q.should += other.should
+            q.must_not += other.must_not
+            q.filter += other.filter
+        else:
+            q.must.append(other)
+        return q
+
+    __radd__ = __add__
+
+    def __or__(self, other: "Bool") -> Any:
+        for q in (self, other):
+            if isinstance(q, Bool) and not any(
+                (q.must, q.must_not, q.filter, getattr(q, "minimum_should_match", None))
+            ):
+                other = self if q is other else other
+                q = q._clone()
+                if isinstance(other, Bool) and not any(
+                    (
+                        other.must,
+                        other.must_not,
+                        other.filter,
+                        getattr(other, "minimum_should_match", None),
+                    )
+                ):
+                    q.should.extend(other.should)
+                else:
+                    q.should.append(other)
+                return q
+
+        return Bool(should=[self, other])
+
+    __ror__ = __or__
+
+    @property
+    def _min_should_match(self) -> Any:
+        return getattr(
+            self,
+            "minimum_should_match",
+            0 if not self.should or (self.must or self.filter) else 1,
+        )
+
+    def __invert__(self) -> Any:
+        # Because an empty Bool query is treated like
+        # MatchAll the inverse should be MatchNone
+        if not any(chain(self.must, self.filter, self.should, self.must_not)):
+            return MatchNone()
+
+        negations = []
+        for q in chain(self.must, self.filter):
+            negations.append(~q)
+
+        for q in self.must_not:
+            negations.append(q)
+
+        if self.should and self._min_should_match:
+            negations.append(Bool(must_not=self.should[:]))
+
+        if len(negations) == 1:
+            return negations[0]
+        return Bool(should=negations)
+
+    def __and__(self, other: "Bool") -> Any:
+        q = self._clone()
+        if isinstance(other, Bool):
+            q.must += other.must
+            q.must_not += other.must_not
+            q.filter += other.filter
+            q.should = []
+
+            # reset minimum_should_match as it will get calculated below
+            if "minimum_should_match" in q._params:
+                del q._params["minimum_should_match"]
+
+            for qx in (self, other):
+                # TODO: percentages will fail here
+                min_should_match = qx._min_should_match
+                # all subqueries are required
+                if len(qx.should) <= min_should_match:
+                    q.must.extend(qx.should)
+                # not all of them are required, use it and remember min_should_match
+                elif not q.should:
+                    q.minimum_should_match = min_should_match
+                    q.should = qx.should
+                # all queries are optional, just extend should
+                elif q._min_should_match == 0 and min_should_match == 0:
+                    q.should.extend(qx.should)
+                # not all are required, add a should list to the must with proper min_should_match
+                else:
+                    q.must.append(
+                        Bool(should=qx.should, minimum_should_match=min_should_match)
+                    )
+        else:
+            if not (q.must or q.filter) and q.should:
+                q._params.setdefault("minimum_should_match", 1)
+            q.must.append(other)
+        return q
+
+    __rand__ = __and__
+
+
+class FunctionScore(Query):
+    name = "function_score"
+    _param_defs = {
+        "query": {"type": "query"},
+        "filter": {"type": "query"},
+        "functions": {"type": "score_function", "multi": True},
+    }
+
+    def __init__(self, **kwargs: Any) -> None:
+        if "functions" in kwargs:
+            pass
+        else:
+            fns = kwargs["functions"] = []
+            for name in ScoreFunction._classes:
+                if name in kwargs:
+                    fns.append({name: kwargs.pop(name)})
+        super(FunctionScore, self).__init__(**kwargs)
+
+
+# compound queries
+class Boosting(Query):
+    name = "boosting"
+    _param_defs = {"positive": {"type": "query"}, "negative": {"type": "query"}}
+
+
+class ConstantScore(Query):
+    name = "constant_score"
+    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
+
+
+class DisMax(Query):
+    name = "dis_max"
+    _param_defs = {"queries": {"type": "query", "multi": True}}
+
+
+class Filtered(Query):
+    name = "filtered"
+    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
+
+
+class Indices(Query):
+    name = "indices"
+    _param_defs = {"query": {"type": "query"}, "no_match_query": {"type": "query"}}
+
+
+class Percolate(Query):
+    name = "percolate"
+
+
+# relationship queries
+class Nested(Query):
+    name = "nested"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class HasChild(Query):
+    name = "has_child"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class HasParent(Query):
+    name = "has_parent"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class TopChildren(Query):
+    name = "top_children"
+    _param_defs = {"query": {"type": "query"}}
+
+
+# compount span queries
+class SpanFirst(Query):
+    name = "span_first"
+    _param_defs = {"match": {"type": "query"}}
+
+
+class SpanMulti(Query):
+    name = "span_multi"
+    _param_defs = {"match": {"type": "query"}}
+
+
+class SpanNear(Query):
+    name = "span_near"
+    _param_defs = {"clauses": {"type": "query", "multi": True}}
+
+
+class SpanNot(Query):
+    name = "span_not"
+    _param_defs = {"exclude": {"type": "query"}, "include": {"type": "query"}}
+
+
+class SpanOr(Query):
+    name = "span_or"
+    _param_defs = {"clauses": {"type": "query", "multi": True}}
+
+
+class FieldMaskingSpan(Query):
+    name = "field_masking_span"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class SpanContaining(Query):
+    name = "span_containing"
+    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
+
+
+# Original implementation contained
+# a typo: remove in v8.0.
+SpanContainining = SpanContaining
+
+
+class SpanWithin(Query):
+    name = "span_within"
+    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
+
+
+# core queries
+class Common(Query):
+    name = "common"
+
+
+class Fuzzy(Query):
+    name = "fuzzy"
+
+
+class FuzzyLikeThis(Query):
+    name = "fuzzy_like_this"
+
+
+class FuzzyLikeThisField(Query):
+    name = "fuzzy_like_this_field"
+
+
+class RankFeature(Query):
+    name = "rank_feature"
+
+
+class DistanceFeature(Query):
+    name = "distance_feature"
+
+
+class GeoBoundingBox(Query):
+    name = "geo_bounding_box"
+
+
+class GeoDistance(Query):
+    name = "geo_distance"
+
+
+class GeoDistanceRange(Query):
+    name = "geo_distance_range"
+
+
+class GeoPolygon(Query):
+    name = "geo_polygon"
+
+
+class GeoShape(Query):
+    name = "geo_shape"
+
+
+class GeohashCell(Query):
+    name = "geohash_cell"
+
+
+class Ids(Query):
+    name = "ids"
+
+
+class Intervals(Query):
+    name = "intervals"
+
+
+class Limit(Query):
+    name = "limit"
+
+
+class Match(Query):
+    name = "match"
+
+
+class MatchPhrase(Query):
+    name = "match_phrase"
+
+
+class MatchPhrasePrefix(Query):
+    name = "match_phrase_prefix"
+
+
+class MatchBoolPrefix(Query):
+    name = "match_bool_prefix"
+
+
+class Exists(Query):
+    name = "exists"
+
+
+class MoreLikeThis(Query):
+    name = "more_like_this"
+
+
+class MoreLikeThisField(Query):
+    name = "more_like_this_field"
+
+
+class MultiMatch(Query):
+    name = "multi_match"
+
+
+class Prefix(Query):
+    name = "prefix"
+
+
+class QueryString(Query):
+    name = "query_string"
+
+
+class Range(Query):
+    name = "range"
+
+
+class Regexp(Query):
+    name = "regexp"
+
+
+class Shape(Query):
+    name = "shape"
+
+
+class SimpleQueryString(Query):
+    name = "simple_query_string"
+
+
+class SpanTerm(Query):
+    name = "span_term"
+
+
+class Template(Query):
+    name = "template"
+
+
+class Term(Query):
+    name = "term"
+
+
+class Terms(Query):
+    name = "terms"
+
+
+class TermsSet(Query):
+    name = "terms_set"
+
+
+class Wildcard(Query):
+    name = "wildcard"
+
+
+class Script(Query):
+    name = "script"
+
+
+class ScriptScore(Query):
+    name = "script_score"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class Type(Query):
+    name = "type"
+
+
+class ParentId(Query):
+    name = "parent_id"
+
+
+class Wrapper(Query):
+    name = "wrapper"
+
+
+__all__ = ["SF"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
new file mode 100644
index 000000000..4858f9512
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
@@ -0,0 +1,130 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, AttrList, _wrap
+from .hit import Hit, HitMeta
+
+
+class Response(AttrDict):
+    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
+        super(AttrDict, self).__setattr__("_search", search)
+        super(AttrDict, self).__setattr__("_doc_class", doc_class)
+        super(Response, self).__init__(response)
+
+    def __iter__(self) -> Any:
+        return iter(self.hits)
+
+    def __getitem__(self, key: Any) -> Any:
+        if isinstance(key, (slice, int)):
+            # for slicing etc
+            return self.hits[key]
+        return super(Response, self).__getitem__(key)
+
+    def __nonzero__(self) -> Any:
+        return bool(self.hits)
+
+    __bool__ = __nonzero__
+
+    def __repr__(self) -> str:
+        return "<Response: %r>" % (self.hits or self.aggregations)
+
+    def __len__(self) -> int:
+        return len(self.hits)
+
+    def __getstate__(self) -> Any:
+        return self._d_, self._search, self._doc_class
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("_d_", state[0])
+        super(AttrDict, self).__setattr__("_search", state[1])
+        super(AttrDict, self).__setattr__("_doc_class", state[2])
+
+    def success(self) -> bool:
+        return self._shards.total == self._shards.successful and not self.timed_out
+
+    @property
+    def hits(self) -> Any:
+        if not hasattr(self, "_hits"):
+            h = self._d_["hits"]
+
+            try:
+                hits = AttrList(map(self._search._get_result, h["hits"]))
+            except AttributeError as e:
+                # avoid raising AttributeError since it will be hidden by the property
+                raise TypeError("Could not parse hits.", e)
+
+            # avoid assigning _hits into self._d_
+            super(AttrDict, self).__setattr__("_hits", hits)
+            for k in h:
+                setattr(self._hits, k, _wrap(h[k]))
+        return self._hits
+
+    @property
+    def aggregations(self) -> Any:
+        return self.aggs
+
+    @property
+    def aggs(self) -> Any:
+        if not hasattr(self, "_aggs"):
+            aggs = AggResponse(
+                self._search.aggs, self._search, self._d_.get("aggregations", {})
+            )
+
+            # avoid assigning _aggs into self._d_
+            super(AttrDict, self).__setattr__("_aggs", aggs)
+        return self._aggs
+
+
+class AggResponse(AttrDict):
+    def __init__(self, aggs: Any, search: Any, data: Any) -> None:
+        super(AttrDict, self).__setattr__("_meta", {"search": search, "aggs": aggs})
+        super(AggResponse, self).__init__(data)
+
+    def __getitem__(self, attr_name: Any) -> Any:
+        if attr_name in self._meta["aggs"]:
+            # don't do self._meta['aggs'][attr_name] to avoid copying
+            agg = self._meta["aggs"].aggs[attr_name]
+            return agg.result(self._meta["search"], self._d_[attr_name])
+        return super(AggResponse, self).__getitem__(attr_name)
+
+    def __iter__(self) -> Any:
+        for name in self._meta["aggs"]:
+            yield self[name]
+
+
+class UpdateByQueryResponse(AttrDict):
+    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
+        super(AttrDict, self).__setattr__("_search", search)
+        super(AttrDict, self).__setattr__("_doc_class", doc_class)
+        super(UpdateByQueryResponse, self).__init__(response)
+
+    def success(self) -> bool:
+        return not self.timed_out and not self.failures
+
+
+__all__ = ["Response", "AggResponse", "UpdateByQueryResponse", "Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
new file mode 100644
index 000000000..f52208e63
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
@@ -0,0 +1,94 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, AttrList
+from . import AggResponse, Response
+
+
+class Bucket(AggResponse):
+    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
+        super(Bucket, self).__init__(aggs, search, data)
+
+
+class FieldBucket(Bucket):
+    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
+        if field:
+            data["key"] = field.deserialize(data["key"])
+        super(FieldBucket, self).__init__(aggs, search, data, field)
+
+
+class BucketData(AggResponse):
+    _bucket_class = Bucket
+
+    def _wrap_bucket(self, data: Any) -> Any:
+        return self._bucket_class(
+            self._meta["aggs"],
+            self._meta["search"],
+            data,
+            field=self._meta.get("field"),
+        )
+
+    def __iter__(self) -> Any:
+        return iter(self.buckets)
+
+    def __len__(self) -> int:
+        return len(self.buckets)
+
+    def __getitem__(self, key: Any) -> Any:
+        if isinstance(key, (int, slice)):
+            return self.buckets[key]
+        return super(BucketData, self).__getitem__(key)
+
+    @property
+    def buckets(self) -> Any:
+        if not hasattr(self, "_buckets"):
+            field = getattr(self._meta["aggs"], "field", None)
+            if field:
+                self._meta["field"] = self._meta["search"]._resolve_field(field)
+            bs = self._d_["buckets"]
+            if isinstance(bs, list):
+                bs = AttrList(bs, obj_wrapper=self._wrap_bucket)
+            else:
+                bs = AttrDict({k: self._wrap_bucket(bs[k]) for k in bs})
+            super(AttrDict, self).__setattr__("_buckets", bs)
+        return self._buckets
+
+
+class FieldBucketData(BucketData):
+    _bucket_class = FieldBucket
+
+
+class TopHitsData(Response):
+    def __init__(self, agg: Any, search: Any, data: Any) -> None:
+        super(AttrDict, self).__setattr__(
+            "meta", AttrDict({"agg": agg, "search": search})
+        )
+        super(TopHitsData, self).__init__(search, data)
+
+
+__all__ = ["AggResponse"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
new file mode 100644
index 000000000..319a886fd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, HitMeta
+
+
+class Hit(AttrDict):
+    def __init__(self, document: Any) -> None:
+        data = {}
+        if "_source" in document:
+            data = document["_source"]
+        if "fields" in document:
+            data.update(document["fields"])
+
+        super(Hit, self).__init__(data)
+        # assign meta as attribute and not as key in self._d_
+        super(AttrDict, self).__setattr__("meta", HitMeta(document))
+
+    def __getstate__(self) -> Any:
+        # add self.meta since it is not in self.__dict__
+        return super(Hit, self).__getstate__() + (self.meta,)
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("meta", state[-1])
+        super(Hit, self).__setstate__(state[:-1])
+
+    def __dir__(self) -> Any:
+        # be sure to expose meta in dir(self)
+        return super(Hit, self).__dir__() + ["meta"]
+
+    def __repr__(self) -> str:
+        return "<Hit({}): {}>".format(
+            "/".join(
+                getattr(self.meta, key) for key in ("index", "id") if key in self.meta
+            ),
+            super(Hit, self).__repr__(),
+        )
+
+
+__all__ = ["Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
new file mode 100644
index 000000000..5693e9160
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
@@ -0,0 +1,868 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+import copy
+from typing import Any
+
+from six import iteritems, string_types
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.exceptions import TransportError
+from opensearchpy.helpers import scan
+
+from ..exceptions import IllegalOperation
+from ..helpers.query import Bool, Q
+from .aggs import A, AggBase
+from .response import Hit, Response
+from .utils import AttrDict, DslBase, recursive_to_dict
+
+
+class QueryProxy(object):
+    """
+    Simple proxy around DSL objects (queries) that can be called
+    (to add query/post_filter) and also allows attribute access which is proxied to
+    the wrapped query.
+    """
+
+    def __init__(self, search: Any, attr_name: Any) -> None:
+        self._search = search
+        self._proxied: Any = None
+        self._attr_name = attr_name
+
+    def __nonzero__(self) -> bool:
+        return self._proxied is not None
+
+    __bool__ = __nonzero__
+
+    def __call__(self, *args: Any, **kwargs: Any) -> Any:
+        s = self._search._clone()
+
+        # we cannot use self._proxied since we just cloned self._search and
+        # need to access the new self on the clone
+        proxied = getattr(s, self._attr_name)
+        if proxied._proxied is None:
+            proxied._proxied = Q(*args, **kwargs)
+        else:
+            proxied._proxied &= Q(*args, **kwargs)
+
+        # always return search to be chainable
+        return s
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._proxied, attr_name)
+
+    def __setattr__(self, attr_name: Any, value: Any) -> None:
+        if not attr_name.startswith("_"):
+            self._proxied = Q(self._proxied.to_dict())
+            setattr(self._proxied, attr_name, value)
+        super(QueryProxy, self).__setattr__(attr_name, value)
+
+    def __getstate__(self) -> Any:
+        return self._search, self._proxied, self._attr_name
+
+    def __setstate__(self, state: Any) -> None:
+        self._search, self._proxied, self._attr_name = state
+
+
+class ProxyDescriptor(object):
+    """
+    Simple descriptor to enable setting of queries and filters as:
+
+        s = Search()
+        s.query = Q(...)
+
+    """
+
+    def __init__(self, name: str) -> None:
+        self._attr_name = "_%s_proxy" % name
+
+    def __get__(self, instance: Any, owner: Any) -> Any:
+        return getattr(instance, self._attr_name)
+
+    def __set__(self, instance: Any, value: Any) -> None:
+        proxy = getattr(instance, self._attr_name)
+        proxy._proxied = Q(value)
+
+
+class AggsProxy(AggBase, DslBase):
+    name = "aggs"
+
+    def __init__(self, search: Any) -> None:
+        self._base = self
+        self._search = search
+        self._params = {"aggs": {}}
+
+    def to_dict(self) -> Any:
+        return super(AggsProxy, self).to_dict().get("aggs", {})
+
+
+class Request(object):
+    _doc_type: Any
+    _doc_type_map: Any
+
+    def __init__(
+        self,
+        using: str = "default",
+        index: Any = None,
+        doc_type: Any = None,
+        extra: Any = None,
+    ) -> None:
+        self._using = using
+
+        self._index = None
+        if isinstance(index, (tuple, list)):
+            self._index = list(index)
+        elif index:
+            self._index = [index]
+
+        self._doc_type = []
+        self._doc_type_map = {}
+        if isinstance(doc_type, (tuple, list)):
+            self._doc_type.extend(doc_type)
+        elif isinstance(doc_type, collections_abc.Mapping):
+            self._doc_type.extend(doc_type.keys())
+            self._doc_type_map.update(doc_type)
+        elif doc_type:
+            self._doc_type.append(doc_type)
+
+        self._params: Any = {}
+        self._extra: Any = extra or {}
+
+    def __eq__(self: Any, other: Any) -> bool:
+        return (
+            isinstance(other, Request)
+            and other._params == self._params
+            and other._index == self._index
+            and other._doc_type == self._doc_type
+            and other.to_dict() == self.to_dict()  # type: ignore
+        )
+
+    def __copy__(self) -> Any:
+        return self._clone()
+
+    def params(self, **kwargs: Any) -> Any:
+        """
+        Specify query params to be used when executing the search. All the
+        keyword arguments will override the current values.
+
+        Example::
+
+            s = Search()
+            s = s.params(routing='user-1', preference='local')
+        """
+        s = self._clone()
+        s._params.update(kwargs)
+        return s
+
+    def index(self, *index: Any) -> Any:
+        """
+        Set the index for the search. If called empty it will remove all information.
+
+        Example:
+
+            s = Search()
+            s = s.index('twitter-2015.01.01', 'twitter-2015.01.02')
+            s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02'])
+        """
+        # .index() resets
+        s = self._clone()
+        if not index:
+            s._index = None
+        else:
+            indexes = []
+            for i in index:
+                if isinstance(i, string_types):
+                    indexes.append(i)
+                elif isinstance(i, list):
+                    indexes += i
+                elif isinstance(i, tuple):
+                    indexes += list(i)
+
+            s._index = (self._index or []) + indexes
+
+        return s
+
+    def _resolve_field(self, path: Any) -> Any:
+        for dt in self._doc_type:
+            if not hasattr(dt, "_index"):
+                continue
+            field = dt._index.resolve_field(path)
+            if field is not None:
+                return field
+
+    def _resolve_nested(self, hit: Any, parent_class: Any = None) -> Any:
+        doc_class = Hit
+
+        nested_path: Any = []
+        nesting = hit["_nested"]
+        while nesting and "field" in nesting:
+            nested_path.append(nesting["field"])
+            nesting = nesting.get("_nested")
+        nested_path = ".".join(nested_path)
+
+        if hasattr(parent_class, "_index"):
+            nested_field = parent_class._index.resolve_field(nested_path)
+        else:
+            nested_field = self._resolve_field(nested_path)
+
+        if nested_field is not None:
+            return nested_field._doc_class
+
+        return doc_class
+
+    def _get_result(self, hit: Any, parent_class: Any = None) -> Any:
+        doc_class = Hit
+        dt = hit.get("_type")
+
+        if "_nested" in hit:
+            doc_class = self._resolve_nested(hit, parent_class)
+
+        elif dt in self._doc_type_map:
+            doc_class = self._doc_type_map[dt]
+
+        else:
+            for doc_type in self._doc_type:
+                if hasattr(doc_type, "_matches") and doc_type._matches(hit):
+                    doc_class = doc_type
+                    break
+
+        for t in hit.get("inner_hits", ()):
+            hit["inner_hits"][t] = Response(
+                self, hit["inner_hits"][t], doc_class=doc_class
+            )
+
+        callback = getattr(doc_class, "from_opensearch", doc_class)
+        return callback(hit)
+
+    def doc_type(self, *doc_type: Any, **kwargs: Any) -> Any:
+        """
+        Set the type to search through. You can supply a single value or
+        multiple. Values can be strings or subclasses of ``Document``.
+
+        You can also pass in any keyword arguments, mapping a doc_type to a
+        callback that should be used instead of the Hit class.
+
+        If no doc_type is supplied any information stored on the instance will
+        be erased.
+
+        Example:
+
+            s = Search().doc_type('product', 'store', User, custom=my_callback)
+        """
+        # .doc_type() resets
+        s = self._clone()
+        if not doc_type and not kwargs:
+            s._doc_type = []
+            s._doc_type_map = {}
+        else:
+            s._doc_type.extend(doc_type)
+            s._doc_type.extend(kwargs.keys())
+            s._doc_type_map.update(kwargs)
+        return s
+
+    def using(self, client: Any) -> Any:
+        """
+        Associate the search request with an opensearch client. A fresh copy
+        will be returned with current instance remaining unchanged.
+
+        :arg client: an instance of ``opensearchpy.OpenSearch`` to use or
+            an alias to look up in ``opensearchpy.connections``
+
+        """
+        s = self._clone()
+        s._using = client
+        return s
+
+    def extra(self, **kwargs: Any) -> Any:
+        """
+        Add extra keys to the request body. Mostly here for backwards
+        compatibility.
+        """
+        s = self._clone()
+        if "from_" in kwargs:
+            kwargs["from"] = kwargs.pop("from_")
+        s._extra.update(kwargs)
+        return s
+
+    def _clone(self) -> Any:
+        s = self.__class__(
+            using=self._using, index=self._index, doc_type=self._doc_type
+        )
+        s._doc_type_map = self._doc_type_map.copy()
+        s._extra = self._extra.copy()
+        s._params = self._params.copy()
+        return s
+
+
+class Search(Request):
+    query = ProxyDescriptor("query")
+    post_filter = ProxyDescriptor("post_filter")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Search request to opensearch.
+
+        :arg using: `OpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+        """
+        super(Search, self).__init__(**kwargs)
+
+        self.aggs = AggsProxy(self)
+        self._sort: Any = []
+        self._collapse: Any = {}
+        self._source: Any = None
+        self._highlight: Any = {}
+        self._highlight_opts: Any = {}
+        self._suggest: Any = {}
+        self._script_fields: Any = {}
+        self._response_class = Response
+
+        self._query_proxy = QueryProxy(self, "query")
+        self._post_filter_proxy = QueryProxy(self, "post_filter")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    def __iter__(self) -> Any:
+        """
+        Iterate over the hits.
+        """
+        return iter(self.execute())
+
+    def __getitem__(self, n: Any) -> Any:
+        """
+        Support slicing the `Search` instance for pagination.
+
+        Slicing equates to the from/size parameters. E.g.::
+
+            s = Search().query(...)[0:25]
+
+        is equivalent to::
+
+            s = Search().query(...).extra(from_=0, size=25)
+
+        """
+        s = self._clone()
+
+        if isinstance(n, slice):
+            # If negative slicing, abort.
+            if n.start and n.start < 0 or n.stop and n.stop < 0:
+                raise ValueError("Search does not support negative slicing.")
+            # OpenSearch won't get all results so we default to size: 10 if
+            # stop not given.
+            s._extra["from"] = n.start or 0
+            s._extra["size"] = max(
+                0, n.stop - (n.start or 0) if n.stop is not None else 10
+            )
+            return s
+        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
+            # If negative index, abort.
+            if n < 0:
+                raise ValueError("Search does not support negative indexing.")
+            s._extra["from"] = n
+            s._extra["size"] = 1
+            return s
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `Search` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            s = Search.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "aggs": {...}
+            })
+            s = s.filter('term', published=True)
+        """
+        s = cls()
+        s.update_from_dict(d)
+        return s
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        s = super(Search, self)._clone()
+
+        s._response_class = self._response_class
+        s._sort = self._sort[:]
+        s._source = copy.copy(self._source) if self._source is not None else None
+        s._highlight = self._highlight.copy()
+        s._highlight_opts = self._highlight_opts.copy()
+        s._suggest = self._suggest.copy()
+        s._script_fields = self._script_fields.copy()
+        for x in ("query", "post_filter"):
+            getattr(s, x)._proxied = getattr(self, x)._proxied
+
+        # copy top-level bucket definitions
+        if self.aggs._params.get("aggs"):
+            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
+        return s
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        s = self._clone()
+        s._response_class = cls
+        return s
+
+    def update_from_dict(self, d: Any) -> "Search":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "post_filter" in d:
+            self.post_filter._proxied = Q(d.pop("post_filter"))
+
+        aggs = d.pop("aggs", d.pop("aggregations", {}))
+        if aggs:
+            self.aggs._params = {
+                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
+            }
+        if "sort" in d:
+            self._sort = d.pop("sort")
+        if "_source" in d:
+            self._source = d.pop("_source")
+        if "highlight" in d:
+            high = d.pop("highlight").copy()
+            self._highlight = high.pop("fields")
+            self._highlight_opts = high
+        if "suggest" in d:
+            self._suggest = d.pop("suggest")
+            if "text" in self._suggest:
+                text = self._suggest.pop("text")
+                for s in self._suggest.values():
+                    s.setdefault("text", text)
+        if "script_fields" in d:
+            self._script_fields = d.pop("script_fields")
+        self._extra.update(d)
+        return self
+
+    def script_fields(self, **kwargs: Any) -> Any:
+        """
+        Define script fields to be calculated on hits.
+
+        Example::
+
+            s = Search()
+            s = s.script_fields(times_two="doc['field'].value * 2")
+            s = s.script_fields(
+                times_three={
+                    'script': {
+                        'lang': 'painless',
+                        'source': "doc['field'].value * params.n",
+                        'params': {'n': 3}
+                    }
+                }
+            )
+
+        """
+        s = self._clone()
+        for name in kwargs:
+            if isinstance(kwargs[name], string_types):
+                kwargs[name] = {"script": kwargs[name]}
+        s._script_fields.update(kwargs)
+        return s
+
+    def source(self, fields: Any = None, **kwargs: Any) -> Any:
+        """
+        Selectively control how the _source field is returned.
+
+        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
+
+        If ``fields`` is None, the entire document will be returned for
+        each hit.  If fields is a dictionary with keys of 'includes' and/or
+        'excludes' the fields will be either included or excluded appropriately.
+
+        Calling this multiple times with the same named parameter will override the
+        previous values with the new ones.
+
+        Example::
+
+            s = Search()
+            s = s.source(includes=['obj1.*'], excludes=["*.description"])
+
+            s = Search()
+            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
+
+        """
+        s = self._clone()
+
+        if fields and kwargs:
+            raise ValueError("You cannot specify fields and kwargs at the same time.")
+
+        if fields is not None:
+            s._source = fields
+            return s
+
+        if kwargs and not isinstance(s._source, dict):
+            s._source = {}
+
+        for key, value in kwargs.items():
+            if value is None:
+                try:
+                    del s._source[key]
+                except KeyError:
+                    pass
+            else:
+                s._source[key] = value
+
+        return s
+
+    def sort(self, *keys: Any) -> Any:
+        """
+        Add sorting information to the search request. If called without
+        arguments it will remove all sort requirements. Otherwise it will
+        replace them. Acceptable arguments are::
+
+            'some.field'
+            '-some.other.field'
+            {'different.field': {'any': 'dict'}}
+
+        so for example::
+
+            s = Search().sort(
+                'category',
+                '-title',
+                {"price" : {"order" : "asc", "mode" : "avg"}}
+            )
+
+        will sort by ``category``, ``title`` (in descending order) and
+        ``price`` in ascending order using the ``avg`` mode.
+
+        The API returns a copy of the Search object and can thus be chained.
+        """
+        s = self._clone()
+        s._sort = []
+        for k in keys:
+            if isinstance(k, string_types) and k.startswith("-"):
+                if k[1:] == "_score":
+                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
+                k = {k[1:]: {"order": "desc"}}
+            s._sort.append(k)
+        return s
+
+    def collapse(
+        self,
+        field: Any = None,
+        inner_hits: Any = None,
+        max_concurrent_group_searches: Any = None,
+    ) -> Any:
+        """
+        Add collapsing information to the search request.
+
+        If called without providing ``field``, it will remove all collapse
+        requirements, otherwise it will replace them with the provided
+        arguments.
+
+        The API returns a copy of the Search object and can thus be chained.
+        """
+        s = self._clone()
+        s._collapse = {}
+
+        if field is None:
+            return s
+
+        s._collapse["field"] = field
+        if inner_hits:
+            s._collapse["inner_hits"] = inner_hits
+        if max_concurrent_group_searches:
+            s._collapse["max_concurrent_group_searches"] = max_concurrent_group_searches
+        return s
+
+    def highlight_options(self, **kwargs: Any) -> Any:
+        """
+        Update the global highlighting options used for this request. For
+        example::
+
+            s = Search()
+            s = s.highlight_options(order='score')
+        """
+        s = self._clone()
+        s._highlight_opts.update(kwargs)
+        return s
+
+    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
+        """
+        Request highlighting of some fields. All keyword arguments passed in will be
+        used as parameters for all the fields in the ``fields`` parameter. Example::
+
+            Search().highlight('title', 'body', fragment_size=50)
+
+        will produce the equivalent of::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 50},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        If you want to have different options for different fields
+        you can call ``highlight`` twice::
+
+            Search().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
+
+        which will produce::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 100},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        """
+        s = self._clone()
+        for f in fields:
+            s._highlight[f] = kwargs
+        return s
+
+    def suggest(self, name: Any, text: Any, **kwargs: Any) -> Any:
+        """
+        Add a suggestions request to the search.
+
+        :arg name: name of the suggestion
+        :arg text: text to suggest on
+
+        All keyword arguments will be added to the suggestions body. For example::
+
+            s = Search()
+            s = s.suggest('suggestion-1', 'OpenSearch', term={'field': 'body'})
+        """
+        s = self._clone()
+        s._suggest[name] = {"text": text}
+        s._suggest[name].update(kwargs)
+        return s
+
+    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request's body.
+
+        :arg count: a flag to specify if we are interested in a body for count -
+            no aggregations, no pagination bounds etc.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        # count request doesn't care for sorting and other things
+        if not count:
+            if self.post_filter:
+                d["post_filter"] = self.post_filter.to_dict()
+
+            if self.aggs.aggs:
+                d.update(self.aggs.to_dict())
+
+            if self._sort:
+                d["sort"] = self._sort
+
+            if self._collapse:
+                d["collapse"] = self._collapse
+
+            d.update(recursive_to_dict(self._extra))
+
+            if self._source not in (None, {}):
+                d["_source"] = self._source
+
+            if self._highlight:
+                d["highlight"] = {"fields": self._highlight}
+                d["highlight"].update(self._highlight_opts)
+
+            if self._suggest:
+                d["suggest"] = self._suggest
+
+            if self._script_fields:
+                d["script_fields"] = self._script_fields
+
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    def count(self) -> Any:
+        """
+        Return the number of hits matching the query and filters. Note that
+        only the actual number is returned.
+        """
+        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
+            return self._response.hits.total.value
+
+        opensearch = get_connection(self._using)
+
+        d = self.to_dict(count=True)
+        # TODO: failed shards detection
+        return opensearch.count(index=self._index, body=d, **self._params)["count"]
+
+    def execute(self, ignore_cache: bool = False) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+
+        :arg ignore_cache: if set to ``True``, consecutive calls will hit
+            OpenSearch, while cached result will be ignored. Defaults to `False`
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = get_connection(self._using)
+
+            self._response = self._response_class(
+                self,
+                opensearch.search(
+                    index=self._index, body=self.to_dict(), **self._params
+                ),
+            )
+        return self._response
+
+    def scan(self) -> Any:
+        """
+        Turn the search into a scan search and return a generator that will
+        iterate over all the documents matching the query.
+
+        Use ``params`` method to specify any additional arguments you with to
+        pass to the underlying ``scan`` helper from ``opensearchpy``
+
+        """
+        opensearch = get_connection(self._using)
+
+        for hit in scan(
+            opensearch, query=self.to_dict(), index=self._index, **self._params
+        ):
+            yield self._get_result(hit)
+
+    def delete(self) -> Any:
+        """
+        delete() executes the query by delegating to delete_by_query()
+        """
+
+        opensearch = get_connection(self._using)
+
+        return AttrDict(
+            opensearch.delete_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+        )
+
+
+class MultiSearch(Request):
+    """
+    Combine multiple :class:`~opensearchpy.Search` objects into a single
+    request.
+    """
+
+    def __init__(self, **kwargs: Any) -> None:
+        super(MultiSearch, self).__init__(**kwargs)
+        self._searches: Any = []
+
+    def __getitem__(self, key: Any) -> Any:
+        return self._searches[key]
+
+    def __iter__(self) -> Any:
+        return iter(self._searches)
+
+    def _clone(self) -> Any:
+        ms = super(MultiSearch, self)._clone()
+        ms._searches = self._searches[:]
+        return ms
+
+    def add(self, search: Any) -> Any:
+        """
+        Adds a new :class:`~opensearchpy.Search` object to the request::
+
+            ms = MultiSearch(index='my-index')
+            ms = ms.add(Search(doc_type=Category).filter('term', category='python'))
+            ms = ms.add(Search(doc_type=Blog))
+        """
+        ms = self._clone()
+        ms._searches.append(search)
+        return ms
+
+    def to_dict(self) -> Any:
+        out = []
+        for s in self._searches:
+            meta = {}
+            if s._index:
+                meta["index"] = s._index
+            meta.update(s._params)
+
+            out.append(meta)
+            out.append(s.to_dict())
+
+        return out
+
+    def execute(self, ignore_cache: Any = False, raise_on_error: Any = True) -> Any:
+        """
+        Execute the multi search request and return a list of search results.
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = get_connection(self._using)
+
+            responses = opensearch.msearch(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+
+            out = []
+            for s, r in zip(self._searches, responses["responses"]):
+                if r.get("error", False):
+                    if raise_on_error:
+                        raise TransportError("N/A", r["error"]["type"], r["error"])
+                    r = None
+                else:
+                    r = Response(s, r)
+                out.append(r)
+
+            self._response = out
+
+        return self._response
+
+
+__all__ = ["Q"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
new file mode 100644
index 000000000..a497ed5b2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
@@ -0,0 +1,139 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Callable, Dict
+from urllib.parse import parse_qs, urlencode, urlparse
+
+import requests
+
+
+class AWSV4Signer:
+    """
+    Generic AWS V4 Request Signer.
+    """
+
+    def __init__(self, credentials, region: str, service: str = "es") -> Any:  # type: ignore
+        if not credentials:
+            raise ValueError("Credentials cannot be empty")
+        self.credentials = credentials
+
+        if not region:
+            raise ValueError("Region cannot be empty")
+        self.region = region
+
+        if not service:
+            raise ValueError("Service name cannot be empty")
+        self.service = service
+
+    def sign(self, method: str, url: str, body: Any) -> Dict[str, str]:
+        """
+        This method signs the request and returns headers.
+        :param method: HTTP method
+        :param url: url
+        :param body: body
+        :return: headers
+        """
+
+        from botocore.auth import SigV4Auth
+        from botocore.awsrequest import AWSRequest
+
+        # create an AWS request object and sign it using SigV4Auth
+        aws_request = AWSRequest(method=method.upper(), url=url, data=body)
+
+        # credentials objects expose access_key, secret_key and token attributes
+        # via @property annotations that call _refresh() on every access,
+        # creating a race condition if the credentials expire before secret_key
+        # is called but after access_key- the end result is the access_key doesn't
+        # correspond to the secret_key used to sign the request. To avoid this,
+        # get_frozen_credentials() which returns non-refreshing credentials is
+        # called if it exists.
+        credentials = (
+            self.credentials.get_frozen_credentials()
+            if hasattr(self.credentials, "get_frozen_credentials")
+            and callable(self.credentials.get_frozen_credentials)
+            else self.credentials
+        )
+
+        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
+        sig_v4_auth.add_auth(aws_request)
+
+        # copy the headers from AWS request object into the prepared_request
+        headers = dict(aws_request.headers.items())
+        headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
+
+        return headers
+
+
+class RequestsAWSV4SignerAuth(requests.auth.AuthBase):
+    """
+    AWS V4 Request Signer for Requests.
+    """
+
+    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
+        self.signer = AWSV4Signer(credentials, region, service)
+        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
+
+    def __call__(self, request):  # type: ignore
+        return self._sign_request(request)  # type: ignore
+
+    def _sign_request(self, prepared_request):  # type: ignore
+        """
+        This method helps in signing the request by injecting the required headers.
+        :param prepared_request: unsigned request
+        :return: signed request
+        """
+
+        prepared_request.headers.update(
+            self.signer.sign(
+                prepared_request.method,
+                self._fetch_url(prepared_request),  # type: ignore
+                prepared_request.body,
+            )
+        )
+
+        return prepared_request
+
+    def _fetch_url(self, prepared_request):  # type: ignore
+        """
+        This is a util method that helps in reconstructing the request url.
+        :param prepared_request: unsigned request
+        :return: reconstructed url
+        """
+        url = urlparse(prepared_request.url)
+        path = url.path or "/"
+
+        # fetch the query string if present in the request
+        querystring = ""
+        if url.query:
+            querystring = "?" + urlencode(
+                parse_qs(url.query, keep_blank_values=True), doseq=True
+            )
+
+        # fetch the host information from headers
+        headers = dict(
+            (key.lower(), value) for key, value in prepared_request.headers.items()
+        )
+        location = headers.get("host") or url.netloc
+
+        # construct the url and return
+        return url.scheme + "://" + location + path + querystring
+
+
+# Deprecated: use RequestsAWSV4SignerAuth
+class AWSV4SignerAuth(RequestsAWSV4SignerAuth):
+    pass
+
+
+class Urllib3AWSV4SignerAuth(Callable):  # type: ignore
+    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
+        self.signer = AWSV4Signer(credentials, region, service)
+        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
+
+    def __call__(self, method: str, url: str, body: Any) -> Dict[str, str]:
+        return self.signer.sign(method, url, body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
new file mode 100644
index 000000000..6ad34b66d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
@@ -0,0 +1,114 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import os
+import time
+from typing import Any
+from unittest import SkipTest, TestCase
+
+import opensearchpy.client
+from opensearchpy import OpenSearch
+from opensearchpy.exceptions import ConnectionError
+
+OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
+
+
+def get_test_client(nowait: bool = False, **kwargs: Any) -> OpenSearch:
+    # construct kwargs from the environment
+    kw = {"timeout": 30}
+
+    if "PYTHON_CONNECTION_CLASS" in os.environ:
+        from opensearchpy import connection
+
+        kw["connection_class"] = getattr(
+            connection, os.environ["PYTHON_CONNECTION_CLASS"]
+        )
+
+    kw.update(kwargs)
+    client = OpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
+
+    # wait for yellow status
+    for _ in range(1 if nowait else 100):
+        try:
+            client.cluster.health(wait_for_status="yellow")
+            return client
+        except ConnectionError:
+            time.sleep(0.1)
+    else:
+        # timeout
+        raise SkipTest("OpenSearch failed to start.")
+
+
+class OpenSearchTestCase(TestCase):
+    client: Any
+
+    @staticmethod
+    def _get_client() -> OpenSearch:
+        return get_test_client()
+
+    @classmethod
+    def setup_class(cls) -> None:
+        cls.client = cls._get_client()
+
+    def teardown_method(self, _: Any) -> None:
+        # Hidden indices expanded in wildcards in OpenSearch 7.7
+        expand_wildcards = ["open", "closed"]
+        if self.opensearch_version() >= (1, 0):
+            expand_wildcards.append("hidden")
+
+        self.client.indices.delete(
+            index="*", ignore=404, expand_wildcards=expand_wildcards
+        )
+        self.client.indices.delete_template(name="*", ignore=404)
+
+    def opensearch_version(self) -> Any:
+        if not hasattr(self, "_opensearch_version"):
+            self._opensearch_version = opensearch_version(self.client)
+        return self._opensearch_version
+
+
+def _get_version(version_string: str) -> Any:
+    if "." not in version_string:
+        return ()
+    version = version_string.strip().split(".")
+    return tuple(int(v) if v.isdigit() else 999 for v in version)
+
+
+def opensearch_version(client: opensearchpy.client.OpenSearch) -> Any:
+    return _get_version(client.info()["version"]["number"])
+
+
+if "OPENSEARCH_VERSION" in os.environ:
+    OPENSEARCH_VERSION = _get_version(os.environ["OPENSEARCH_VERSION"])
+else:
+    client = OpenSearch(
+        OPENSEARCH_URL,
+        verify_certs=False,
+    )
+    OPENSEARCH_VERSION = opensearch_version(client)
+
+__all__ = ["OpenSearchTestCase"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
new file mode 100644
index 000000000..5eac0f519
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
@@ -0,0 +1,171 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from opensearchpy.connection.connections import get_connection
+
+from ..helpers.query import Bool, Q
+from ..helpers.search import ProxyDescriptor, QueryProxy, Request
+from .response import UpdateByQueryResponse
+from .utils import recursive_to_dict
+
+
+class UpdateByQuery(Request):
+    query = ProxyDescriptor("query")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Update by query request to opensearch.
+
+        :arg using: `OpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+
+        """
+        super(UpdateByQuery, self).__init__(**kwargs)
+        self._response_class = UpdateByQueryResponse
+        self._script: Any = {}
+        self._query_proxy = QueryProxy(self, "query")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `UpdateByQuery` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            ubq = UpdateByQuery.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "script": {...}
+            })
+            ubq = ubq.filter('term', published=True)
+        """
+        u = cls()
+        u.update_from_dict(d)
+        return u
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        ubq = super(UpdateByQuery, self)._clone()
+
+        ubq._response_class = self._response_class
+        ubq._script = self._script.copy()
+        ubq.query._proxied = self.query._proxied
+        return ubq
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        ubq = self._clone()
+        ubq._response_class = cls
+        return ubq
+
+    def update_from_dict(self, d: Any) -> "UpdateByQuery":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "script" in d:
+            self._script = d.pop("script")
+        self._extra.update(d)
+        return self
+
+    def script(self, **kwargs: Any) -> Any:
+        """
+        Define update action to take:
+
+        Note: the API only accepts a single script, so
+        calling the script multiple times will overwrite.
+
+        Example::
+
+            ubq = Search()
+            ubq = ubq.script(source="ctx._source.likes++"")
+            ubq = ubq.script(source="ctx._source.likes += params.f"",
+                         lang="expression",
+                         params={'f': 3})
+        """
+        ubq = self._clone()
+        if ubq._script:
+            ubq._script = {}
+        ubq._script.update(kwargs)
+        return ubq
+
+    def to_dict(self, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request'ubq body.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        if self._script:
+            d["script"] = self._script
+
+        d.update(recursive_to_dict(self._extra))
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    def execute(self) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+        """
+        opensearch = get_connection(self._using)
+
+        self._response = self._response_class(
+            self,
+            opensearch.update_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            ),
+        )
+        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
new file mode 100644
index 000000000..cad415b94
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
@@ -0,0 +1,613 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from __future__ import unicode_literals
+
+import collections.abc as collections_abc
+from copy import copy
+from typing import Any, Callable, Dict, Optional, Tuple
+
+from six import add_metaclass, iteritems
+from six.moves import map
+
+from opensearchpy.exceptions import UnknownDslObject, ValidationException
+
+SKIP_VALUES: Tuple[str, None] = ("", None)
+EXPAND__TO_DOT = True
+
+DOC_META_FIELDS = frozenset(
+    (
+        "id",
+        "routing",
+    )
+)
+
+META_FIELDS = frozenset(
+    (
+        # OpenSearch metadata fields, except 'type'
+        "index",
+        "using",
+        "score",
+        "version",
+        "seq_no",
+        "primary_term",
+    )
+).union(DOC_META_FIELDS)
+
+
+def _wrap(val: Any, obj_wrapper: Optional[Callable[..., Any]] = None) -> Any:
+    if isinstance(val, collections_abc.Mapping):
+        return AttrDict(val) if obj_wrapper is None else obj_wrapper(val)
+    if isinstance(val, list):
+        return AttrList(val)
+    return val
+
+
+class AttrList(object):
+    def __init__(
+        self, p: Any, obj_wrapper: Optional[Callable[..., Any]] = None
+    ) -> None:
+        # make iterables into lists
+        if not isinstance(p, list):
+            p = list(p)
+        self._l_ = p
+        self._obj_wrapper = obj_wrapper
+
+    def __repr__(self) -> str:
+        return repr(self._l_)
+
+    def __eq__(self, other: Any) -> bool:
+        if isinstance(other, AttrList):
+            return bool(other._l_ == self._l_)
+        # make sure we still equal to a dict with the same data
+        return bool(other == self._l_)
+
+    def __ne__(self, other: Any) -> bool:
+        return bool(not self == other)
+
+    def __getitem__(self, k: Any) -> Any:
+        p = self._l_[k]
+        if isinstance(k, slice):
+            return AttrList(p, obj_wrapper=self._obj_wrapper)
+        return _wrap(p, self._obj_wrapper)
+
+    def __setitem__(self, k: Any, value: Any) -> None:
+        self._l_[k] = value
+
+    def __iter__(self) -> Any:
+        return map(lambda i: _wrap(i, self._obj_wrapper), self._l_)
+
+    def __len__(self) -> int:
+        return len(self._l_)
+
+    def __nonzero__(self) -> bool:
+        return bool(self._l_)
+
+    __bool__ = __nonzero__
+
+    def __getattr__(self, name: Any) -> Any:
+        return getattr(self._l_, name)
+
+    def __getstate__(self) -> Any:
+        return self._l_, self._obj_wrapper
+
+    def __setstate__(self, state: Any) -> None:
+        self._l_, self._obj_wrapper = state
+
+
+class AttrDict(object):
+    """
+    Helper class to provide attribute like access (read and write) to
+    dictionaries. Used to provide a convenient way to access both results and
+    nested dsl dicts.
+    """
+
+    def __init__(self, d: Any) -> None:
+        # assign the inner dict manually to prevent __setattr__ from firing
+        super(AttrDict, self).__setattr__("_d_", d)
+
+    def __contains__(self, key: Any) -> bool:
+        return key in self._d_
+
+    def __nonzero__(self) -> bool:
+        return bool(self._d_)
+
+    __bool__ = __nonzero__
+
+    def __dir__(self) -> Any:
+        # introspection for auto-complete in IPython etc
+        return list(self._d_.keys())
+
+    def __eq__(self, other: Any) -> bool:
+        if isinstance(other, AttrDict):
+            return bool(other._d_ == self._d_)
+        # make sure we still equal to a dict with the same data
+        return bool(other == self._d_)
+
+    def __ne__(self, other: Any) -> bool:
+        return bool(not self == other)
+
+    def __repr__(self) -> str:
+        r = repr(self._d_)
+        if len(r) > 60:
+            r = r[:60] + "...}"
+        return r
+
+    def __getstate__(self) -> Any:
+        return (self._d_,)
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("_d_", state[0])
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        try:
+            return self.__getitem__(attr_name)
+        except KeyError:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, attr_name
+                )
+            )
+
+    def get(self, key: Any, default: Any = None) -> Any:
+        try:
+            return self.__getattr__(key)  # pylint: disable=unnecessary-dunder-call
+        except AttributeError:
+            if default is not None:
+                return default
+            raise
+
+    def __delattr__(self, attr_name: Any) -> None:
+        try:
+            del self._d_[attr_name]
+        except KeyError:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, attr_name
+                )
+            )
+
+    def __getitem__(self, key: Any) -> Any:
+        return _wrap(self._d_[key])
+
+    def __setitem__(self, key: Any, value: Any) -> None:
+        self._d_[key] = value
+
+    def __delitem__(self, key: Any) -> None:
+        del self._d_[key]
+
+    def __setattr__(self, name: Any, value: Any) -> None:
+        if name in self._d_ or not hasattr(self.__class__, name):
+            self._d_[name] = value
+        else:
+            # there is an attribute on the class (could be property, ..) - don't add it as field
+            super(AttrDict, self).__setattr__(name, value)
+
+    def __iter__(self) -> Any:
+        return iter(self._d_)
+
+    def to_dict(self) -> Any:
+        return self._d_
+
+
+class DslMeta(type):
+    """
+    Base Metaclass for DslBase subclasses that builds a registry of all classes
+    for given DslBase subclass (== all the query types for the Query subclass
+    of DslBase).
+
+    It then uses the information from that registry (as well as `name` and
+    `shortcut` attributes from the base class) to construct any subclass based
+    on its name.
+
+    For typical use see `QueryMeta` and `Query` in `opensearchpy.query`.
+    """
+
+    _types: Dict[str, Any] = {}
+
+    def __init__(cls: Any, name: str, bases: Any, attrs: Any) -> None:
+        # TODO: why is it calling itself?!
+        super(DslMeta, cls).__init__(name, bases, attrs)
+        # skip for DslBase
+        if not hasattr(cls, "_type_shortcut"):
+            return
+        if cls.name is None:
+            # abstract base class, register its shortcut
+            cls._types[cls._type_name] = cls._type_shortcut
+            # and create a registry for subclasses
+            if not hasattr(cls, "_classes"):
+                cls._classes = {}
+        elif cls.name not in cls._classes:
+            # normal class, register it
+            cls._classes[cls.name] = cls
+
+    @classmethod
+    def get_dsl_type(cls, name: Any) -> Any:
+        try:
+            return cls._types[name]
+        except KeyError:
+            raise UnknownDslObject("DSL type %s does not exist." % name)
+
+
+@add_metaclass(DslMeta)
+class DslBase(object):
+    """
+    Base class for all DSL objects - queries, filters, aggregations etc. Wraps
+    a dictionary representing the object's json.
+
+    Provides several feature:
+        - attribute access to the wrapped dictionary (.field instead of ['field'])
+        - _clone method returning a copy of self
+        - to_dict method to serialize into dict (to be sent via opensearch-py)
+        - basic logical operators (&, | and ~) using a Bool(Filter|Query) TODO:
+          move into a class specific for Query/Filter
+        - respects the definition of the class and (de)serializes its
+          attributes based on the `_param_defs` definition (for example turning
+          all values in the `must` attribute into Query objects)
+    """
+
+    _param_defs: Dict[str, Any] = {}
+    _params: Dict[str, Any]
+
+    @classmethod
+    def get_dsl_class(cls: Any, name: Any, default: Optional[bool] = None) -> Any:
+        try:
+            return cls._classes[name]
+        except KeyError:
+            if default is not None:
+                return cls._classes[default]
+            raise UnknownDslObject(
+                "DSL class `{}` does not exist in {}.".format(name, cls._type_name)
+            )
+
+    def __init__(self, _expand__to_dot: Any = EXPAND__TO_DOT, **params: Any) -> None:
+        self._params = {}
+        for pname, pvalue in iteritems(params):
+            if "__" in pname and _expand__to_dot:
+                pname = pname.replace("__", ".")
+            self._setattr(pname, pvalue)
+
+    def _repr_params(self) -> str:
+        """Produce a repr of all our parameters to be used in __repr__."""
+        return ", ".join(
+            "{}={!r}".format(n.replace(".", "__"), v)
+            for (n, v) in sorted(iteritems(self._params))
+            # make sure we don't include empty typed params
+            if "type" not in self._param_defs.get(n, {}) or v
+        )
+
+    def __repr__(self) -> str:
+        return "{}({})".format(self.__class__.__name__, self._repr_params())
+
+    def __eq__(self, other: Any) -> bool:
+        return isinstance(other, self.__class__) and other.to_dict() == self.to_dict()
+
+    def __ne__(self, other: Any) -> bool:
+        return not self == other
+
+    def __setattr__(self, name: str, value: Any) -> None:
+        if name.startswith("_"):
+            return super(DslBase, self).__setattr__(name, value)
+        return self._setattr(name, value)
+
+    def _setattr(self, name: Any, value: Any) -> None:
+        # if this attribute has special type assigned to it...
+        if name in self._param_defs:
+            pinfo = self._param_defs[name]
+
+            if "type" in pinfo:
+                # get the shortcut used to construct this type (query.Q, aggs.A, etc)
+                shortcut = self.__class__.get_dsl_type(pinfo["type"])
+
+                # list of dict(name -> DslBase)
+                if pinfo.get("multi") and pinfo.get("hash"):
+                    if not isinstance(value, (tuple, list)):
+                        value = (value,)
+                    value = list(
+                        {k: shortcut(v) for (k, v) in iteritems(obj)} for obj in value
+                    )
+                elif pinfo.get("multi"):
+                    if not isinstance(value, (tuple, list)):
+                        value = (value,)
+                    value = list(map(shortcut, value))
+
+                # dict(name -> DslBase), make sure we pickup all the objs
+                elif pinfo.get("hash"):
+                    value = {k: shortcut(v) for (k, v) in iteritems(value)}
+
+                # single value object, just convert
+                else:
+                    value = shortcut(value)
+        self._params[name] = value
+
+    def __getattr__(self, name: str) -> Any:
+        if name.startswith("_"):
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, name
+                )
+            )
+
+        value = None
+        try:
+            value = self._params[name]
+        except KeyError:
+            # compound types should never throw AttributeError and return empty
+            # container instead
+            if name in self._param_defs:
+                pinfo = self._param_defs[name]
+                if pinfo.get("multi"):
+                    value = self._params.setdefault(name, [])
+                elif pinfo.get("hash"):
+                    value = self._params.setdefault(name, {})
+        if value is None:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, name
+                )
+            )
+
+        # wrap nested dicts in AttrDict for convenient access
+        if isinstance(value, collections_abc.Mapping):
+            return AttrDict(value)
+        return value
+
+    def to_dict(self) -> Any:
+        """
+        Serialize the DSL object to plain dict
+        """
+        d = {}
+        for pname, value in iteritems(self._params):
+            pinfo = self._param_defs.get(pname)
+
+            # typed param
+            if pinfo and "type" in pinfo:
+                # don't serialize empty lists and dicts for typed fields
+                if value in ({}, []):
+                    continue
+
+                # list of dict(name -> DslBase)
+                if pinfo.get("multi") and pinfo.get("hash"):
+                    value = list(
+                        {k: v.to_dict() for k, v in iteritems(obj)} for obj in value
+                    )
+
+                # multi-values are serialized as list of dicts
+                elif pinfo.get("multi"):
+                    value = list(map(lambda x: x.to_dict(), value))
+
+                # squash all the hash values into one dict
+                elif pinfo.get("hash"):
+                    value = {k: v.to_dict() for k, v in iteritems(value)}
+
+                # serialize single values
+                else:
+                    value = value.to_dict()
+
+            # serialize anything with to_dict method
+            elif hasattr(value, "to_dict"):
+                value = value.to_dict()
+
+            d[pname] = value
+        return {self.name: d}
+
+    def _clone(self) -> Any:
+        c = self.__class__()
+        for attr in self._params:
+            c._params[attr] = copy(self._params[attr])
+        return c
+
+
+class HitMeta(AttrDict):
+    def __init__(
+        self, document: Dict[str, Any], exclude: Any = ("_source", "_fields")
+    ) -> None:
+        d = {
+            k[1:] if k.startswith("_") else k: v
+            for (k, v) in iteritems(document)
+            if k not in exclude
+        }
+        if "type" in d:
+            # make sure we are consistent everywhere in python
+            d["doc_type"] = d.pop("type")
+        super(HitMeta, self).__init__(d)
+
+
+class ObjectBase(AttrDict):
+    _doc_type: Any
+
+    def __init__(self, meta: Any = None, **kwargs: Any) -> None:
+        meta = meta or {}
+        for k in list(kwargs):
+            if k.startswith("_") and k[1:] in META_FIELDS:
+                meta[k] = kwargs.pop(k)
+
+        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
+
+        super(ObjectBase, self).__init__(kwargs)
+
+    @classmethod
+    def __list_fields(cls: Any) -> Any:
+        """
+        Get all the fields defined for our class, if we have an Index, try
+        looking at the index mappings as well, mark the fields from Index as
+        optional.
+        """
+        for name in cls._doc_type.mapping:
+            field = cls._doc_type.mapping[name]
+            yield name, field, False
+
+        if hasattr(cls.__class__, "_index"):
+            if not cls._index._mapping:
+                return
+            for name in cls._index._mapping:
+                # don't return fields that are in _doc_type
+                if name in cls._doc_type.mapping:
+                    continue
+                field = cls._index._mapping[name]
+                yield name, field, True
+
+    @classmethod
+    def __get_field(cls: Any, name: Any) -> Any:
+        try:
+            return cls._doc_type.mapping[name]
+        except KeyError:
+            # fallback to fields on the Index
+            if hasattr(cls, "_index") and cls._index._mapping:
+                try:
+                    return cls._index._mapping[name]
+                except KeyError:
+                    pass
+
+    @classmethod
+    def from_opensearch(cls: Any, hit: Any) -> Any:
+        meta = hit.copy()
+        data = meta.pop("_source", {})
+        doc = cls(meta=meta)
+        doc._from_dict(data)
+        return doc
+
+    def _from_dict(self, data: Any) -> None:
+        for k, v in iteritems(data):
+            f = self.__get_field(k)
+            if f and f._coerce:
+                v = f.deserialize(v)
+            setattr(self, k, v)
+
+    def __getstate__(self) -> Any:
+        return self.to_dict(), self.meta._d_
+
+    def __setstate__(self, state: Any) -> None:
+        data, meta = state
+        super(AttrDict, self).__setattr__("_d_", {})
+        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
+        self._from_dict(data)
+
+    def __getattr__(self, name: Any) -> Any:
+        try:
+            return super(ObjectBase, self).__getattr__(name)
+        except AttributeError:
+            f = self.__get_field(name)
+            if hasattr(f, "empty"):
+                value = f.empty()
+                if value not in SKIP_VALUES:
+                    setattr(self, name, value)
+                    value = getattr(self, name)
+                return value
+            raise
+
+    def to_dict(self, skip_empty: Optional[bool] = True) -> Any:
+        out = {}
+        for k, v in iteritems(self._d_):
+            # if this is a mapped field,
+            f = self.__get_field(k)
+            if f and f._coerce:
+                v = f.serialize(v)
+
+            # if someone assigned AttrList, unwrap it
+            if isinstance(v, AttrList):
+                v = v._l_
+
+            if skip_empty:
+                # don't serialize empty values
+                # careful not to include numeric zeros
+                if v in ([], {}, None):
+                    continue
+
+            out[k] = v
+        return out
+
+    def clean_fields(self) -> None:
+        errors: Dict[str, Any] = {}
+        for name, field, optional in self.__list_fields():
+            data = self._d_.get(name, None)
+            if data is None and optional:
+                continue
+            try:
+                # save the cleaned value
+                data = field.clean(data)
+            except ValidationException as e:
+                errors.setdefault(name, []).append(e)
+
+            if name in self._d_ or data not in ([], {}, None):
+                self._d_[name] = data
+
+        if errors:
+            raise ValidationException(errors)
+
+    def clean(self) -> None:
+        pass
+
+    def full_clean(self) -> None:
+        self.clean_fields()
+        self.clean()
+
+
+def merge(data: Any, new_data: Any, raise_on_conflict: bool = False) -> None:
+    if not (
+        isinstance(data, (AttrDict, collections_abc.Mapping))
+        and isinstance(new_data, (AttrDict, collections_abc.Mapping))
+    ):
+        raise ValueError(
+            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
+                data, new_data
+            )
+        )
+
+    if not isinstance(new_data, Dict):
+        raise ValueError(
+            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
+                data, new_data
+            )
+        )
+
+    for key, value in iteritems(new_data):
+        if (
+            key in data
+            and isinstance(data[key], (AttrDict, collections_abc.Mapping))
+            and isinstance(value, (AttrDict, collections_abc.Mapping))
+        ):
+            merge(data[key], value, raise_on_conflict)
+        elif key in data and data[key] != value and raise_on_conflict:
+            raise ValueError("Incompatible data for key %r, cannot be merged." % key)
+        else:
+            data[key] = value  # type: ignore
+
+
+def recursive_to_dict(data: Any) -> Any:
+    """Recursively transform objects that potentially have .to_dict()
+    into dictionary literals by traversing AttrList, AttrDict, list,
+    tuple, and Mapping types.
+    """
+    if isinstance(data, AttrList):
+        data = list(data._l_)
+    elif hasattr(data, "to_dict"):
+        data = data.to_dict()
+    if isinstance(data, (list, tuple)):
+        return type(data)(recursive_to_dict(inner) for inner in data)
+    elif isinstance(data, collections_abc.Mapping):
+        return {key: recursive_to_dict(val) for key, val in data.items()}
+    return data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
new file mode 100644
index 000000000..e8af30e92
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
@@ -0,0 +1,91 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import operator
+from typing import Any
+
+from six import iteritems, string_types
+
+from .utils import AttrDict
+
+
+class Range(AttrDict):
+    OPS = {
+        "lt": operator.lt,
+        "lte": operator.le,
+        "gt": operator.gt,
+        "gte": operator.ge,
+    }
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        if args and (len(args) > 1 or kwargs or not isinstance(args[0], dict)):
+            raise ValueError(
+                "Range accepts a single dictionary or a set of keyword arguments."
+            )
+        data = args[0] if args else kwargs
+
+        for k in data:
+            if k not in self.OPS:
+                raise ValueError("Range received an unknown operator %r" % k)
+
+        if "gt" in data and "gte" in data:
+            raise ValueError("You cannot specify both gt and gte for Range.")
+
+        if "lt" in data and "lte" in data:
+            raise ValueError("You cannot specify both lt and lte for Range.")
+
+        super(Range, self).__init__(args[0] if args else kwargs)
+
+    def __repr__(self) -> str:
+        return "Range(%s)" % ", ".join("%s=%r" % op for op in iteritems(self._d_))
+
+    def __contains__(self, item: Any) -> bool:
+        if isinstance(item, string_types):
+            return super(Range, self).__contains__(item)
+
+        for op in self.OPS:
+            if op in self._d_ and not self.OPS[op](item, self._d_[op]):
+                return False
+        return True
+
+    @property
+    def upper(self) -> Any:
+        if "lt" in self._d_:
+            return self._d_["lt"], False
+        if "lte" in self._d_:
+            return self._d_["lte"], True
+        return None, False
+
+    @property
+    def lower(self) -> Any:
+        if "gt" in self._d_:
+            return self._d_["gt"], False
+        if "gte" in self._d_:
+            return self._d_["gte"], True
+        return None, False
+
+
+__all__ = ["Range"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
new file mode 100644
index 000000000..2d0e0d11c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
@@ -0,0 +1,18 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from .metrics import Metrics
+from .metrics_events import MetricsEvents
+from .metrics_none import MetricsNone
+
+__all__ = [
+    "Metrics",
+    "MetricsEvents",
+    "MetricsNone",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
new file mode 100644
index 000000000..8764976c4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
@@ -0,0 +1,42 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from abc import ABC, abstractmethod
+from typing import Optional
+
+
+class Metrics(ABC):
+    """
+    The Metrics class defines methods and properties for managing
+    request metrics, including start time, end time, and service time,
+    serving as a blueprint for concrete implementations.
+    """
+
+    @abstractmethod
+    def request_start(self) -> None:
+        pass
+
+    @abstractmethod
+    def request_end(self) -> None:
+        pass
+
+    @property
+    @abstractmethod
+    def start_time(self) -> Optional[float]:
+        pass
+
+    @property
+    @abstractmethod
+    def end_time(self) -> Optional[float]:
+        pass
+
+    @property
+    @abstractmethod
+    def service_time(self) -> Optional[float]:
+        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
new file mode 100644
index 000000000..994d5b10e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
@@ -0,0 +1,61 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import time
+from typing import Optional
+
+from events import Events
+
+from opensearchpy.metrics.metrics import Metrics
+
+
+class MetricsEvents(Metrics):
+    """
+    The MetricsEvents class implements the Metrics abstract base class
+    and tracks metrics such as start time, end time, and service time
+    during request processing.
+    """
+
+    @property
+    def start_time(self) -> Optional[float]:
+        return self._start_time
+
+    @property
+    def end_time(self) -> Optional[float]:
+        return self._end_time
+
+    @property
+    def service_time(self) -> Optional[float]:
+        return self._service_time
+
+    def __init__(self) -> None:
+        self.events = Events()
+        self._start_time: Optional[float] = None
+        self._end_time: Optional[float] = None
+        self._service_time: Optional[float] = None
+
+        # Subscribe to the request_start and request_end events
+        self.events.request_start += self._on_request_start
+        self.events.request_end += self._on_request_end
+
+    def request_start(self) -> None:
+        self.events.request_start()
+
+    def _on_request_start(self) -> None:
+        self._start_time = time.perf_counter()
+        self._end_time = None
+        self._service_time = None
+
+    def request_end(self) -> None:
+        self.events.request_end()
+
+    def _on_request_end(self) -> None:
+        self._end_time = time.perf_counter()
+        if self._start_time is not None:
+            self._service_time = self._end_time - self._start_time
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
new file mode 100644
index 000000000..bbc7b335b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
@@ -0,0 +1,47 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Optional
+
+from opensearchpy.metrics.metrics import Metrics
+
+
+class MetricsNone(Metrics):
+    """
+    Default metrics class. It sets the start time, end time, and service time to None.
+    """
+
+    @property
+    def start_time(self) -> Optional[float]:
+        return self._start_time
+
+    @property
+    def end_time(self) -> Optional[float]:
+        return self._end_time
+
+    @property
+    def service_time(self) -> Optional[float]:
+        return self._service_time
+
+    def __init__(self) -> None:
+        self._start_time: Optional[float] = None
+        self._end_time: Optional[float] = None
+        self._service_time: Optional[float] = None
+
+    # request_start and request_end are placeholders,
+    # not implementing actual metrics collection in this subclass.
+
+    def request_start(self) -> None:
+        self._start_time = None
+        self._end_time = None
+        self._service_time = None
+
+    def request_end(self) -> None:
+        self._end_time = None
+        self._service_time = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
new file mode 100644
index 000000000..c812025a7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
@@ -0,0 +1,227 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import NamespacedClient, _make_path, query_params
+
+
+class AlertingClient(NamespacedClient):
+    @query_params()
+    def search_monitor(self, body: Any, params: Any = None, headers: Any = None) -> Any:
+        """
+        Returns the search result for a monitor.
+
+        :arg monitor_id: The configuration for the monitor we are trying to search
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def get_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Returns the details of a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to fetch
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("dryrun")
+    def run_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Runs/Executes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to execute
+        :arg dryrun: Shows the results of a run without actions sending any message
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def create_monitor(
+        self, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates a monitor with inputs, triggers, and actions.
+
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def update_monitor(
+        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates a monitor's inputs, triggers, and actions.
+
+        :arg monitor_id: The id of the monitor we are trying to update
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def delete_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to delete
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def get_destination(
+        self, destination_id: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Returns the details of a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
+        """
+        return self.transport.perform_request(
+            "GET",
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def create_destination(
+        self, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates a destination for slack, mail, or custom-webhook.
+
+        :arg body: The configuration for the destination
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "destinations"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def update_destination(
+        self,
+        destination_id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a destination's inputs, triggers, and actions.
+
+        :arg destination_id: The id of the destination we are trying to update
+        :arg body: The configuration for the destination
+        """
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def delete_destination(
+        self, destination_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to delete
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def get_alerts(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Returns all alerts.
+
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "alerts"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def acknowledge_alert(
+        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Acknowledges an alert.
+
+        :arg monitor_id: The id of the monitor, the alert belongs to
+        :arg body: The alerts to be acknowledged
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins",
+                "_alerting",
+                "monitors",
+                monitor_id,
+                "_acknowledge",
+                "alerts",
+            ),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
new file mode 100644
index 000000000..2d3551abb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
@@ -0,0 +1,167 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndexManagementClient(NamespacedClient):
+    @query_params()
+    def put_policy(
+        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates, or updates, a policy.
+
+        :arg policy: The name of the policy
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def add_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Adds a policy to an index. This operation does not change the policy if the index already has one.
+
+        :arg index: The name of the index to add policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "add", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def get_policy(
+        self, policy: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
+
+        :arg policy: The name of the policy
+        """
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def remove_policy_from_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Removes any ISM policy from the index.
+
+        :arg index: The name of the index to remove policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "remove", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def change_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates the managed index policy to a new policy (or to a new version of the policy).
+
+        :arg index: The name of the index to change policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "change_policy", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def retry(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Retries the failed action for an index.
+
+        :arg index: The name of the index whose is in a failed state
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "retry", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("show_policy")
+    def explain_index(self, index: Any, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets the current state of the index.
+
+        :arg index: The name of the index to explain
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "explain", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def delete_policy(
+        self, policy: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes the policy by `policy_id`.
+
+        :arg policy: The name of the policy to delete
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
new file mode 100644
index 000000000..992180cd5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
@@ -0,0 +1,373 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class KnnClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to delete a particular model in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to retrieve information about models present in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    def search_models(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Use an OpenSearch query to search for models in the index.
+
+
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg allow_partial_search_results: Indicate if an error should
+            be returned if there is a partial search failure or timeout. Default is
+            True.
+        :arg analyze_wildcard: Specify whether wildcard and prefix
+            queries should be analyzed. Default is false.
+        :arg analyzer: The analyzer to use for the query string.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node. This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: Indicates whether network round-
+            trips should be minimized as part of cross-cluster search requests
+            execution. Default is True.
+        :arg default_operator: The default operator for query string
+            query (AND or OR). Valid choices are AND, OR.
+        :arg df: The field to use as default where no field prefix is
+            given in the query string.
+        :arg docvalue_fields: Comma-separated list of fields to return
+            as the docvalue representation of a field for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg explain: Specify whether to return detailed information
+            about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg lenient: Specify whether format-based query failures (such
+            as providing text to a numeric field) should be ignored.
+        :arg max_concurrent_shard_requests: The number of concurrent
+            shard requests per node this search executes concurrently. This value
+            should be used to limit the impact of the search on the cluster in order
+            to limit the number of concurrent shard requests. Default is 5.
+        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
+            round-trip to prefilter search shards based on query rewriting if the
+            number of shards the search request expands to exceeds the threshold.
+            This filter round-trip can limit the number of shards significantly if
+            for instance a shard can not match any documents based on its rewrite
+            method ie. if date filters are mandatory to match but the shard bounds
+            and the query are disjoint.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg request_cache: Specify if request cache should be used for
+            this request or not, defaults to index level setting.
+        :arg rest_total_hits_as_int: Indicates whether hits.total should
+            be rendered as an integer or an object in the rest search response.
+            Default is false.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg scroll: Specify how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg search_type: Search operation type. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg seq_no_primary_term: Specify whether to return sequence
+            number and primary term of the last modification of each hit.
+        :arg size: Number of hits to return. Default is 10.
+        :arg sort: Comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific 'tag' of the request for logging and
+            statistical purposes.
+        :arg stored_fields: Comma-separated list of stored fields to
+            return.
+        :arg suggest_field: Specify which field to use for suggestions.
+        :arg suggest_mode: Specify suggest mode. Valid choices are
+            missing, popular, always.
+        :arg suggest_size: How many suggestions to return in response.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.
+        :arg terminate_after: The maximum number of documents to collect
+            for each shard, upon reaching which the query execution will terminate
+            early.
+        :arg timeout: Operation timeout.
+        :arg track_scores: Whether to calculate and return scores even
+            if they are not used for sorting.
+        :arg track_total_hits: Indicate if the number of documents that
+            match the query should be tracked.
+        :arg typed_keys: Specify whether aggregation and suggester names
+            should be prefixed by their respective types in the response.
+        :arg version: Whether to return document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_knn/models/_search",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def stats(
+        self,
+        node_id: Any = None,
+        stat: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides information about the current status of the k-NN plugin.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg stat: Comma-separated list of stats to retrieve; use `_all`
+            or empty string to retrieve all stats.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", node_id, "stats", stat),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "preference", "pretty", "source"
+    )
+    def train_model(
+        self,
+        body: Any,
+        model_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create and train a model that can be used for initializing k-NN native library
+        indexes during indexing.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Preferred node to execute training.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_knn", "models", model_id, "_train"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def warmup(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Preloads native library files into memory, reducing initial search latency for
+        specified indexes.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "warmup", index),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
new file mode 100644
index 000000000..ed1e4f1a8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
@@ -0,0 +1,351 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class NotificationsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a channel configuration.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "config_id",
+        "config_id_list",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def delete_configs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete multiple channel configurations.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg config_id_list: A comma-separated list of channel IDs to
+            delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a specific channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "chime.url",
+        "chime.url.keyword",
+        "config_type",
+        "created_time_ms",
+        "description",
+        "description.keyword",
+        "email.email_account_id",
+        "email.email_group_id_list",
+        "email.recipient_list.recipient",
+        "email.recipient_list.recipient.keyword",
+        "email_group.recipient_list.recipient",
+        "email_group.recipient_list.recipient.keyword",
+        "error_trace",
+        "filter_path",
+        "human",
+        "is_enabled",
+        "last_updated_time_ms",
+        "microsoft_teams.url",
+        "microsoft_teams.url.keyword",
+        "name",
+        "name.keyword",
+        "pretty",
+        "query",
+        "ses_account.from_address",
+        "ses_account.from_address.keyword",
+        "ses_account.region",
+        "ses_account.role_arn",
+        "ses_account.role_arn.keyword",
+        "slack.url",
+        "slack.url.keyword",
+        "smtp_account.from_address",
+        "smtp_account.from_address.keyword",
+        "smtp_account.host",
+        "smtp_account.host.keyword",
+        "smtp_account.method",
+        "sns.role_arn",
+        "sns.role_arn.keyword",
+        "sns.topic_arn",
+        "sns.topic_arn.keyword",
+        "source",
+        "text_query",
+        "webhook.url",
+        "webhook.url.keyword",
+    )
+    def get_configs(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get multiple channel configurations with filtering.
+
+
+        :arg config_type: Type of notification configuration. Valid
+            choices are slack, chime, microsoft_teams, webhook, email, sns,
+            ses_account, smtp_account, email_group.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_features(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List supported channel configurations.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_notifications/features", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def send_test(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Send a test notification.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "feature", "test", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_config(
+        self,
+        config_id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Update channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (config_id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_channels(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List created notification channels.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
new file mode 100644
index 000000000..b33d8a009
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
@@ -0,0 +1,235 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class RollupsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a rollup's current status.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get an index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create or update index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Stop rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
new file mode 100644
index 000000000..9f8161edd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
@@ -0,0 +1,308 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TransformsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete an index transform.
+
+
+        :arg id: Transform to delete
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to explain
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def preview(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a preview of what a transformed index would look like.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create an index transform, or update a transform if if_seq_no and
+        if_primary_term are provided.
+
+
+        :arg id: Transform to create/update
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "from_",
+        "human",
+        "pretty",
+        "search",
+        "size",
+        "sortDirection",
+        "sortField",
+        "source",
+    )
+    def search(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the details of all transform jobs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: The starting transform to return. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search: The search term to use to filter results.
+        :arg size: Specifies the number of transforms to return. Default
+            is 10.
+        :arg sortDirection: Specifies the direction to sort results in.
+            Can be ASC or DESC. Default is ASC.
+        :arg sortField: The field to sort results with.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "GET", "/_plugins/_transform", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start transform.
+
+
+        :arg id: Transform to start
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        stop transform.
+
+
+        :arg id: Transform to stop
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
new file mode 100644
index 000000000..e5c0a6c91
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
@@ -0,0 +1,215 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, Dict, Optional
+
+try:
+    import simplejson as json
+except ImportError:
+    import json  # type: ignore
+
+import uuid
+from datetime import date, datetime
+from decimal import Decimal
+
+from .compat import string_types
+from .exceptions import ImproperlyConfigured, SerializationError
+from .helpers.utils import AttrList
+
+INTEGER_TYPES = ()
+FLOAT_TYPES = (Decimal,)
+TIME_TYPES = (date, datetime)
+
+
+class Serializer(object):
+    mimetype: str = ""
+
+    def loads(self, s: str) -> Any:
+        raise NotImplementedError()
+
+    def dumps(self, data: Any) -> Any:
+        raise NotImplementedError()
+
+
+class TextSerializer(Serializer):
+    mimetype: str = "text/plain"
+
+    def loads(self, s: str) -> Any:
+        return s
+
+    def dumps(self, data: Any) -> Any:
+        if isinstance(data, string_types):
+            return data
+
+        raise SerializationError("Cannot serialize %r into text." % data)
+
+
+class JSONSerializer(Serializer):
+    mimetype: str = "application/json"
+
+    def default(self, data: Any) -> Any:
+        if isinstance(data, TIME_TYPES):
+            # Little hack to avoid importing pandas but to not
+            # return 'NaT' string for pd.NaT as that's not a valid
+            # date.
+            formatted_data = data.isoformat()
+            if formatted_data != "NaT":
+                return formatted_data
+
+        if isinstance(data, uuid.UUID):
+            return str(data)
+        elif isinstance(data, FLOAT_TYPES):
+            return float(data)
+        elif INTEGER_TYPES and isinstance(data, INTEGER_TYPES):
+            return int(data)
+
+        # Special cases for numpy and pandas types
+        # These are expensive to import so we try them last.
+        try:
+            import numpy as np
+
+            if isinstance(
+                data,
+                (
+                    np.int_,
+                    np.intc,
+                    np.int8,
+                    np.int16,
+                    np.int32,
+                    np.int64,
+                    np.uint8,
+                    np.uint16,
+                    np.uint32,
+                    np.uint64,
+                ),
+            ):
+                return int(data)
+            elif isinstance(
+                data,
+                (
+                    np.float_,
+                    np.float16,
+                    np.float32,
+                    np.float64,
+                ),
+            ):
+                return float(data)
+            elif isinstance(data, np.bool_):
+                return bool(data)
+            elif isinstance(data, np.datetime64):
+                return data.item().isoformat()
+            elif isinstance(data, np.ndarray):
+                return data.tolist()
+        except ImportError:
+            pass
+
+        try:
+            import pandas as pd
+
+            if isinstance(data, (pd.Series, pd.Categorical)):
+                return data.tolist()
+            elif isinstance(data, pd.Timestamp) and data is not getattr(
+                pd, "NaT", None
+            ):
+                return data.isoformat()
+            elif data is getattr(pd, "NA", None):
+                return None
+        except ImportError:
+            pass
+
+        raise TypeError("Unable to serialize %r (type: %s)" % (data, type(data)))
+
+    def loads(self, s: str) -> Any:
+        try:
+            return json.loads(s)
+        except (ValueError, TypeError) as e:
+            raise SerializationError(s, e)
+
+    def dumps(self, data: Any) -> Any:
+        # don't serialize strings
+        if isinstance(data, string_types):
+            return data
+
+        try:
+            return json.dumps(
+                data, default=self.default, ensure_ascii=False, separators=(",", ":")
+            )
+        except (ValueError, TypeError) as e:
+            raise SerializationError(data, e)
+
+
+DEFAULT_SERIALIZERS: Dict[str, Serializer] = {
+    JSONSerializer.mimetype: JSONSerializer(),
+    TextSerializer.mimetype: TextSerializer(),
+}
+
+
+class Deserializer(object):
+    def __init__(
+        self,
+        serializers: Dict[str, Serializer],
+        default_mimetype: str = "application/json",
+    ) -> None:
+        try:
+            self.default = serializers[default_mimetype]
+        except KeyError:
+            raise ImproperlyConfigured(
+                "Cannot find default serializer (%s)" % default_mimetype
+            )
+        self.serializers = serializers
+
+    def loads(self, s: str, mimetype: Optional[str] = None) -> Any:
+        if not mimetype:
+            deserializer = self.default
+        else:
+            # Treat 'application/vnd.elasticsearch+json'
+            # as application/json for compatibility.
+            if mimetype == "application/vnd.elasticsearch+json":
+                mimetype = "application/json"
+
+            # split out charset
+            mimetype, _, _ = mimetype.partition(";")
+            try:
+                deserializer = self.serializers[mimetype]
+            except KeyError:
+                raise SerializationError(
+                    "Unknown mimetype, unable to deserialize: %s" % mimetype
+                )
+
+        return deserializer.loads(s)
+
+
+class AttrJSONSerializer(JSONSerializer):
+    def default(self, data: Any) -> Any:
+        if isinstance(data, AttrList):
+            return data._l_
+        if hasattr(data, "to_dict"):
+            return data.to_dict()
+        return super(AttrJSONSerializer, self).default(data)
+
+
+serializer = AttrJSONSerializer()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
new file mode 100644
index 000000000..5c7e62978
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
@@ -0,0 +1,514 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import time
+from itertools import chain
+from typing import Any, Callable, Collection, Dict, List, Mapping, Optional, Type, Union
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from .connection import Connection, Urllib3HttpConnection
+from .connection_pool import ConnectionPool, DummyConnectionPool, EmptyConnectionPool
+from .exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    SerializationError,
+    TransportError,
+)
+from .serializer import DEFAULT_SERIALIZERS, Deserializer, JSONSerializer, Serializer
+
+
+def get_host_info(
+    node_info: Dict[str, Any], host: Optional[Dict[str, Any]]
+) -> Optional[Dict[str, Any]]:
+    """
+    Simple callback that takes the node info from `/_cluster/nodes` and a
+    parsed connection information and return the connection information. If
+    `None` is returned this node will be skipped.
+
+    Useful for filtering nodes (by proximity for example) or if additional
+    information needs to be provided for the :class:`~opensearchpy.Connection`
+    class. By default cluster_manager only nodes are filtered out since they shouldn't
+    typically be used for API operations.
+
+    :arg node_info: node information from `/_cluster/nodes`
+    :arg host: connection information (host, port) extracted from the node info
+    """
+    # ignore cluster_manager only nodes
+    if node_info.get("roles", []) == ["cluster_manager"]:
+        return None
+    return host
+
+
+class Transport(object):
+    """
+    Encapsulation of transport-related to logic. Handles instantiation of the
+    individual connections as well as creating a connection pool to hold them.
+
+    Main interface is the `perform_request` method.
+    """
+
+    DEFAULT_CONNECTION_CLASS: Type[Connection] = Urllib3HttpConnection
+
+    connection_pool: Any
+    deserializer: Deserializer
+
+    max_retries: int
+    retry_on_timeout: bool
+    retry_on_status: Collection[int]
+    send_get_body_as: str
+    serializer: Serializer
+    connection_pool_class: Any
+    connection_class: Type[Connection]
+    kwargs: Any
+    hosts: Any
+    seed_connections: List[Connection]
+    sniffer_timeout: Optional[float]
+    sniff_on_start: bool
+    sniff_on_connection_fail: bool
+    last_sniff: float
+    sniff_timeout: Optional[float]
+    host_info_callback: Any
+    metrics: Metrics
+
+    def __init__(
+        self,
+        hosts: Any,
+        connection_class: Optional[Type[Connection]] = None,
+        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
+        host_info_callback: Callable[
+            [Dict[str, Any], Optional[Dict[str, Any]]], Optional[Dict[str, Any]]
+        ] = get_host_info,
+        sniff_on_start: bool = False,
+        sniffer_timeout: Optional[float] = None,
+        sniff_timeout: float = 0.1,
+        sniff_on_connection_fail: bool = False,
+        serializer: Serializer = JSONSerializer(),
+        serializers: Optional[Mapping[str, Serializer]] = None,
+        default_mimetype: str = "application/json",
+        max_retries: int = 3,
+        pool_maxsize: Optional[int] = None,
+        retry_on_status: Collection[int] = (502, 503, 504),
+        retry_on_timeout: bool = False,
+        send_get_body_as: str = "GET",
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of dictionaries, each containing keyword arguments to
+            create a `connection_class` instance
+        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
+        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
+        :arg host_info_callback: callback responsible for taking the node information from
+            `/_cluster/nodes`, along with already extracted information, and
+            producing a list of arguments (same as `hosts` parameter)
+        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
+            from the cluster at startup time
+        :arg sniffer_timeout: number of seconds between automatic sniffs
+        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
+        :arg sniff_timeout: timeout used for the sniff request - it should be a
+            fast api call and we are talking potentially to more nodes so we want
+            to fail quickly. Not used during initial sniffing (if
+            ``sniff_on_start`` is on) when the connection still isn't
+            initialized.
+        :arg serializer: serializer instance
+        :arg serializers: optional dict of serializer instances that will be
+            used for deserializing data coming from the server. (key is the mimetype)
+        :arg default_mimetype: when no mimetype is specified by the server
+            response assume this mimetype, defaults to `'application/json'`
+        :arg max_retries: maximum number of retries before an exception is propagated
+        :arg retry_on_status: set of HTTP status codes on which we should retry
+            on a different node. defaults to ``(502, 503, 504)``
+        :arg retry_on_timeout: should timeout trigger a retry on different
+            node? (default `False`)
+        :arg send_get_body_as: for GET requests with body this option allows
+            you to specify an alternate way of execution for environments that
+            don't support passing bodies with GET requests. If you set this to
+            'POST' a POST method will be used instead, if to 'source' then the body
+            will be serialized and passed as a query parameter `source`.
+        :arg pool_maxsize: Maximum connection pool size used by pool-manager
+            For custom connection-pooling on current session
+        :arg metrics: metrics is an instance of a subclass of the
+            :class:`~opensearchpy.Metrics` class, used for collecting
+            and reporting metrics related to the client's operations;
+
+        Any extra keyword arguments will be passed to the `connection_class`
+        when creating and instance unless overridden by that connection's
+        options provided as part of the hosts parameter.
+        """
+        self.metrics = metrics
+        if connection_class is None:
+            connection_class = self.DEFAULT_CONNECTION_CLASS
+
+        # serialization config
+        _serializers = DEFAULT_SERIALIZERS.copy()
+        # if a serializer has been specified, use it for deserialization as well
+        _serializers[serializer.mimetype] = serializer
+        # if custom serializers map has been supplied, override the defaults with it
+        if serializers:
+            _serializers.update(serializers)
+        # create a deserializer with our config
+        self.deserializer = Deserializer(_serializers, default_mimetype)
+
+        self.max_retries = max_retries
+        self.pool_maxsize = pool_maxsize
+        self.retry_on_timeout = retry_on_timeout
+        self.retry_on_status = retry_on_status
+        self.send_get_body_as = send_get_body_as
+
+        # data serializer
+        self.serializer = serializer
+
+        # store all strategies...
+        self.connection_pool_class = connection_pool_class
+        self.connection_class = connection_class
+
+        # ...save kwargs to be passed to the connections
+        self.kwargs = kwargs
+        self.hosts = hosts
+
+        # Start with an empty pool specifically for `AsyncTransport`.
+        # It should never be used, will be replaced on first call to
+        # .set_connections()
+        self.connection_pool = EmptyConnectionPool()
+
+        if hosts:
+            # ...and instantiate them
+            self.set_connections(hosts)
+            # retain the original connection instances for sniffing
+            self.seed_connections = list(self.connection_pool.connections[:])
+        else:
+            self.seed_connections = []
+
+        # sniffing data
+        self.sniffer_timeout = sniffer_timeout
+        self.sniff_on_start = sniff_on_start
+        self.sniff_on_connection_fail = sniff_on_connection_fail
+        self.last_sniff = time.time()
+        self.sniff_timeout = sniff_timeout
+
+        # callback to construct host dict from data in /_cluster/nodes
+        self.host_info_callback = host_info_callback
+
+        if sniff_on_start:
+            self.sniff_hosts(True)
+
+    def add_connection(self, host: Any) -> None:
+        """
+        Create a new :class:`~opensearchpy.Connection` instance and add it to the pool.
+
+        :arg host: kwargs that will be used to create the instance
+        """
+        self.hosts.append(host)
+        self.set_connections(self.hosts)
+
+    def set_connections(self, hosts: Any) -> None:
+        """
+        Instantiate all the connections and create new connection pool to hold them.
+        Tries to identify unchanged hosts and re-use existing
+        :class:`~opensearchpy.Connection` instances.
+
+        :arg hosts: same as `__init__`
+        """
+
+        # construct the connections
+        def _create_connection(host: Any) -> Any:
+            # if this is not the initial setup look at the existing connection
+            # options and identify connections that haven't changed and can be
+            # kept around.
+            if hasattr(self, "connection_pool"):
+                for connection, old_host in self.connection_pool.connection_opts:
+                    if old_host == host:
+                        return connection
+
+            # previously unseen params, create new connection
+            kwargs = self.kwargs.copy()
+            kwargs.update(host)
+            if self.pool_maxsize and isinstance(self.pool_maxsize, int):
+                kwargs["pool_maxsize"] = self.pool_maxsize
+            return self.connection_class(metrics=self.metrics, **kwargs)
+
+        connections = list(zip(map(_create_connection, hosts), hosts))
+        if len(connections) == 1:
+            self.connection_pool = DummyConnectionPool(connections)
+        else:
+            # pass the hosts dicts to the connection pool to optionally extract parameters from
+            self.connection_pool = self.connection_pool_class(
+                connections, **self.kwargs
+            )
+
+    def get_connection(self) -> Any:
+        """
+        Retrieve a :class:`~opensearchpy.Connection` instance from the
+        :class:`~opensearchpy.ConnectionPool` instance.
+        """
+        if self.sniffer_timeout:
+            if time.time() >= self.last_sniff + self.sniffer_timeout:
+                self.sniff_hosts()
+        return self.connection_pool.get_connection()
+
+    def _get_sniff_data(self, initial: bool = False) -> Any:
+        """
+        Perform the request to get sniffing information. Returns a list of
+        dictionaries (one per node) containing all the information from the
+        cluster.
+
+        It also sets the last_sniff attribute in case of a successful attempt.
+
+        In rare cases it might be possible to override this method in your
+        custom Transport class to serve data from alternative source like
+        configuration management.
+        """
+        previous_sniff = self.last_sniff
+
+        try:
+            # reset last_sniff timestamp
+            self.last_sniff = time.time()
+            # go through all current connections as well as the
+            # seed_connections for good measure
+            for c in chain(self.connection_pool.connections, self.seed_connections):
+                try:
+                    # use small timeout for the sniffing request, should be a fast api call
+                    _, headers, node_info = c.perform_request(
+                        "GET",
+                        "/_nodes/_all/http",
+                        timeout=self.sniff_timeout if not initial else None,
+                    )
+
+                    # Lowercase all the header names for consistency in accessing them.
+                    headers = {
+                        header.lower(): value for header, value in headers.items()
+                    }
+
+                    node_info = self.deserializer.loads(
+                        node_info, headers.get("content-type")
+                    )
+                    break
+                except (ConnectionError, SerializationError):
+                    pass
+            else:
+                raise TransportError("N/A", "Unable to sniff hosts.")
+        except Exception:
+            # keep the previous value on error
+            self.last_sniff = previous_sniff
+            raise
+
+        return list(node_info["nodes"].values())
+
+    def _get_host_info(self, host_info: Any) -> Any:
+        host = {}
+        address = host_info.get("http", {}).get("publish_address")
+
+        # malformed or no address given
+        if not address or ":" not in address:
+            return None
+
+        if "/" in address:
+            # Support 7.x host/ip:port behavior where http.publish_host has been set.
+            fqdn, ipaddress = address.split("/", 1)
+            host["host"] = fqdn
+            _, host["port"] = ipaddress.rsplit(":", 1)
+            host["port"] = int(host["port"])
+
+        else:
+            host["host"], host["port"] = address.rsplit(":", 1)
+            host["port"] = int(host["port"])
+
+        return self.host_info_callback(host_info, host)
+
+    def sniff_hosts(self, initial: bool = False) -> Any:
+        """
+        Obtain a list of nodes from the cluster and create a new connection
+        pool using the information retrieved.
+
+        To extract the node connection parameters use the ``nodes_to_host_callback``.
+
+        :arg initial: flag indicating if this is during startup
+            (``sniff_on_start``), ignore the ``sniff_timeout`` if ``True``
+        """
+        node_info = self._get_sniff_data(initial)
+
+        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
+
+        # we weren't able to get any nodes or host_info_callback blocked all -
+        # raise error.
+        if not hosts:
+            raise TransportError(
+                "N/A", "Unable to sniff hosts - no viable hosts found."
+            )
+
+        self.set_connections(hosts)
+
+    def mark_dead(self, connection: Connection) -> None:
+        """
+        Mark a connection as dead (failed) in the connection pool. If sniffing
+        on failure is enabled this will initiate the sniffing process.
+
+        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
+        """
+        # mark as dead even when sniffing to avoid hitting this host during the sniff process
+        self.connection_pool.mark_dead(connection)
+        if self.sniff_on_connection_fail:
+            self.sniff_hosts()
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        """
+        Perform the actual request. Retrieve a connection from the connection
+        pool, pass all the information to its perform_request method and
+        return the data.
+
+        If an exception was raised, mark the connection as failed and retry (up
+        to `max_retries` times).
+
+        If the operation was successful and the connection used was previously
+        marked as dead, mark it as live, resetting its failure count.
+
+        :arg method: HTTP method to use
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        method, params, body, ignore, timeout = self._resolve_request_args(
+            method, params, body
+        )
+
+        for attempt in range(self.max_retries + 1):
+            connection = self.get_connection()
+
+            try:
+                status, headers_response, data = connection.perform_request(
+                    method,
+                    url,
+                    params,
+                    body,
+                    headers=headers,
+                    ignore=ignore,
+                    timeout=timeout,
+                )
+
+                # Lowercase all the header names for consistency in accessing them.
+                headers_response = {
+                    header.lower(): value for header, value in headers_response.items()
+                }
+
+            except TransportError as e:
+                if method == "HEAD" and e.status_code == 404:
+                    return False
+
+                retry = False
+                if isinstance(e, ConnectionTimeout):
+                    retry = self.retry_on_timeout
+                elif isinstance(e, ConnectionError):
+                    retry = True
+                elif e.status_code in self.retry_on_status:
+                    retry = True
+
+                if retry:
+                    try:
+                        # only mark as dead if we are retrying
+                        self.mark_dead(connection)
+                    except TransportError:
+                        # If sniffing on failure, it could fail too. Catch the
+                        # exception not to interrupt the retries.
+                        pass
+                    # raise exception on last retry
+                    if attempt == self.max_retries:
+                        raise e
+                else:
+                    raise e
+
+            else:
+                # connection didn't fail, confirm its live status
+                self.connection_pool.mark_live(connection)
+
+                if method == "HEAD":
+                    return 200 <= status < 300
+
+                if data:
+                    data = self.deserializer.loads(
+                        data, headers_response.get("content-type")
+                    )
+                return data
+
+    def close(self) -> Any:
+        """
+        Explicitly closes connections
+        """
+        return self.connection_pool.close()
+
+    def _resolve_request_args(self, method: str, params: Any, body: Any) -> Any:
+        """Resolves parameters for .perform_request()"""
+        if body is not None:
+            body = self.serializer.dumps(body)
+
+            # some clients or environments don't support sending GET with body
+            if method in ("HEAD", "GET") and self.send_get_body_as != "GET":
+                # send it as post instead
+                if self.send_get_body_as == "POST":
+                    method = "POST"
+
+                # or as source parameter
+                elif self.send_get_body_as == "source":
+                    if params is None:
+                        params = {}
+                    params["source"] = body
+                    body = None
+
+        if body is not None:
+            try:
+                body = body.encode("utf-8", "surrogatepass")
+            except (UnicodeDecodeError, AttributeError):
+                # bytes/str - no need to re-encode
+                pass
+
+        ignore = ()
+        timeout = None
+        if params:
+            timeout = params.pop("request_timeout", None)
+            if not timeout:
+                timeout = params.pop("timeout", None)
+            ignore = params.pop("ignore", ())
+            if isinstance(ignore, int):
+                ignore = (ignore,)
+
+        return method, params, body, ignore, timeout
+
+
+__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
new file mode 100644
index 000000000..1e65815cf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
@@ -0,0 +1,54 @@
+Copyright 2017- Paul Ganssle <paul@ganssle.io>
+Copyright 2017- dateutil contributors (see AUTHORS file)
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+The above license applies to all contributions after 2017-12-01, as well as
+all contributions that have been re-licensed (see AUTHORS file for the list of
+contributors who have re-licensed their code).
+--------------------------------------------------------------------------------
+dateutil - Extensions to the standard Python datetime module.
+
+Copyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>
+Copyright (c) 2012-2014 - Tomi Pieviläinen <tomi.pievilainen@iki.fi>
+Copyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>
+Copyright (c) 2015-     - Paul Ganssle <paul@ganssle.io>
+Copyright (c) 2015-     - dateutil contributors (see AUTHORS file)
+
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+    * Redistributions of source code must retain the above copyright notice,
+      this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above copyright notice,
+      this list of conditions and the following disclaimer in the documentation
+      and/or other materials provided with the distribution.
+    * Neither the name of the copyright holder nor the names of its
+      contributors may be used to endorse or promote products derived from
+      this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+The above BSD License Applies to all code, even that also covered by Apache 2.0.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
new file mode 100644
index 000000000..577f2bf2b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
@@ -0,0 +1,204 @@
+Metadata-Version: 2.1
+Name: python-dateutil
+Version: 2.9.0.post0
+Summary: Extensions to the standard Python datetime module
+Home-page: https://github.com/dateutil/dateutil
+Author: Gustavo Niemeyer
+Author-email: gustavo@niemeyer.net
+Maintainer: Paul Ganssle
+Maintainer-email: dateutil@python.org
+License: Dual License
+Project-URL: Documentation, https://dateutil.readthedocs.io/en/stable/
+Project-URL: Source, https://github.com/dateutil/dateutil
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.3
+Classifier: Programming Language :: Python :: 3.4
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: !=3.0.*,!=3.1.*,!=3.2.*,>=2.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+Requires-Dist: six >=1.5
+
+dateutil - powerful extensions to datetime
+==========================================
+
+|pypi| |support| |licence|
+
+|gitter| |readthedocs|
+
+|travis| |appveyor| |pipelines| |coverage|
+
+.. |pypi| image:: https://img.shields.io/pypi/v/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: pypi version
+
+.. |support| image:: https://img.shields.io/pypi/pyversions/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: supported Python version
+
+.. |travis| image:: https://img.shields.io/travis/dateutil/dateutil/master.svg?style=flat-square&label=Travis%20Build
+    :target: https://travis-ci.org/dateutil/dateutil
+    :alt: travis build status
+
+.. |appveyor| image:: https://img.shields.io/appveyor/ci/dateutil/dateutil/master.svg?style=flat-square&logo=appveyor
+    :target: https://ci.appveyor.com/project/dateutil/dateutil
+    :alt: appveyor build status
+
+.. |pipelines| image:: https://dev.azure.com/pythondateutilazure/dateutil/_apis/build/status/dateutil.dateutil?branchName=master
+    :target: https://dev.azure.com/pythondateutilazure/dateutil/_build/latest?definitionId=1&branchName=master
+    :alt: azure pipelines build status
+
+.. |coverage| image:: https://codecov.io/gh/dateutil/dateutil/branch/master/graphs/badge.svg?branch=master
+    :target: https://codecov.io/gh/dateutil/dateutil?branch=master
+    :alt: Code coverage
+
+.. |gitter| image:: https://badges.gitter.im/dateutil/dateutil.svg
+   :alt: Join the chat at https://gitter.im/dateutil/dateutil
+   :target: https://gitter.im/dateutil/dateutil
+
+.. |licence| image:: https://img.shields.io/pypi/l/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: licence
+
+.. |readthedocs| image:: https://img.shields.io/readthedocs/dateutil/latest.svg?style=flat-square&label=Read%20the%20Docs
+   :alt: Read the documentation at https://dateutil.readthedocs.io/en/latest/
+   :target: https://dateutil.readthedocs.io/en/latest/
+
+The `dateutil` module provides powerful extensions to
+the standard `datetime` module, available in Python.
+
+Installation
+============
+`dateutil` can be installed from PyPI using `pip` (note that the package name is
+different from the importable name)::
+
+    pip install python-dateutil
+
+Download
+========
+dateutil is available on PyPI
+https://pypi.org/project/python-dateutil/
+
+The documentation is hosted at:
+https://dateutil.readthedocs.io/en/stable/
+
+Code
+====
+The code and issue tracker are hosted on GitHub:
+https://github.com/dateutil/dateutil/
+
+Features
+========
+
+* Computing of relative deltas (next month, next year,
+  next Monday, last week of month, etc);
+* Computing of relative deltas between two given
+  date and/or datetime objects;
+* Computing of dates based on very flexible recurrence rules,
+  using a superset of the `iCalendar <https://www.ietf.org/rfc/rfc2445.txt>`_
+  specification. Parsing of RFC strings is supported as well.
+* Generic parsing of dates in almost any string format;
+* Timezone (tzinfo) implementations for tzfile(5) format
+  files (/etc/localtime, /usr/share/zoneinfo, etc), TZ
+  environment string (in all known formats), iCalendar
+  format files, given ranges (with help from relative deltas),
+  local machine timezone, fixed offset timezone, UTC timezone,
+  and Windows registry-based time zones.
+* Internal up-to-date world timezone information based on
+  Olson's database.
+* Computing of Easter Sunday dates for any given year,
+  using Western, Orthodox or Julian algorithms;
+* A comprehensive test suite.
+
+Quick example
+=============
+Here's a snapshot, just to give an idea about the power of the
+package. For more examples, look at the documentation.
+
+Suppose you want to know how much time is left, in
+years/months/days/etc, before the next easter happening on a
+year with a Friday 13th in August, and you want to get today's
+date out of the "date" unix system command. Here is the code:
+
+.. code-block:: python3
+
+    >>> from dateutil.relativedelta import *
+    >>> from dateutil.easter import *
+    >>> from dateutil.rrule import *
+    >>> from dateutil.parser import *
+    >>> from datetime import *
+    >>> now = parse("Sat Oct 11 17:13:46 UTC 2003")
+    >>> today = now.date()
+    >>> year = rrule(YEARLY,dtstart=now,bymonth=8,bymonthday=13,byweekday=FR)[0].year
+    >>> rdelta = relativedelta(easter(year), today)
+    >>> print("Today is: %s" % today)
+    Today is: 2003-10-11
+    >>> print("Year with next Aug 13th on a Friday is: %s" % year)
+    Year with next Aug 13th on a Friday is: 2004
+    >>> print("How far is the Easter of that year: %s" % rdelta)
+    How far is the Easter of that year: relativedelta(months=+6)
+    >>> print("And the Easter of that year is: %s" % (today+rdelta))
+    And the Easter of that year is: 2004-04-11
+
+Being exactly 6 months ahead was **really** a coincidence :)
+
+Contributing
+============
+
+We welcome many types of contributions - bug reports, pull requests (code, infrastructure or documentation fixes). For more information about how to contribute to the project, see the ``CONTRIBUTING.md`` file in the repository.
+
+
+Author
+======
+The dateutil module was written by Gustavo Niemeyer <gustavo@niemeyer.net>
+in 2003.
+
+It is maintained by:
+
+* Gustavo Niemeyer <gustavo@niemeyer.net> 2003-2011
+* Tomi Pieviläinen <tomi.pievilainen@iki.fi> 2012-2014
+* Yaron de Leeuw <me@jarondl.net> 2014-2016
+* Paul Ganssle <paul@ganssle.io> 2015-
+
+Starting with version 2.4.1 and running until 2.8.2, all source and binary
+distributions will be signed by a PGP key that has, at the very least, been
+signed by the key which made the previous release. A table of release signing
+keys can be found below:
+
+===========  ============================
+Releases     Signing key fingerprint
+===========  ============================
+2.4.1-2.8.2  `6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB`_
+===========  ============================
+
+New releases *may* have signed tags, but binary and source distributions
+uploaded to PyPI will no longer have GPG signatures attached.
+
+Contact
+=======
+Our mailing list is available at `dateutil@python.org <https://mail.python.org/mailman/listinfo/dateutil>`_. As it is hosted by the PSF, it is subject to the `PSF code of
+conduct <https://www.python.org/psf/conduct/>`_.
+
+License
+=======
+
+All contributions after December 1, 2017 released under dual license - either `Apache 2.0 License <https://www.apache.org/licenses/LICENSE-2.0>`_ or the `BSD 3-Clause License <https://opensource.org/licenses/BSD-3-Clause>`_. Contributions before December 1, 2017 - except those those explicitly relicensed - are released only under the BSD 3-Clause License.
+
+
+.. _6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB:
+   https://pgp.mit.edu/pks/lookup?op=vindex&search=0xCD54FCE3D964BEFB
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
new file mode 100644
index 000000000..2b874cbef
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
@@ -0,0 +1,44 @@
+dateutil/__init__.py,sha256=Mqam67WO9IkTmUFyI66vS6IoSXTp9G388DadH2LCMLY,620
+dateutil/__pycache__/__init__.cpython-311.pyc,,
+dateutil/__pycache__/_common.cpython-311.pyc,,
+dateutil/__pycache__/_version.cpython-311.pyc,,
+dateutil/__pycache__/easter.cpython-311.pyc,,
+dateutil/__pycache__/relativedelta.cpython-311.pyc,,
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+dateutil/__pycache__/utils.cpython-311.pyc,,
+dateutil/_common.py,sha256=77w0yytkrxlYbSn--lDVPUMabUXRR9I3lBv_vQRUqUY,932
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+dateutil/easter.py,sha256=dyBi-lKvimH1u_k6p7Z0JJK72QhqVtVBsqByvpEPKvc,2678
+dateutil/parser/__init__.py,sha256=wWk6GFuxTpjoggCGtgkceJoti4pVjl4_fHQXpNOaSYg,1766
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+dateutil/parser/isoparser.py,sha256=8Fy999bnCd1frSdOYuOraWfJTtd5W7qQ51NwNuH_hXM,13233
+dateutil/relativedelta.py,sha256=IY_mglMjoZbYfrvloTY2ce02aiVjPIkiZfqgNTZRfuA,24903
+dateutil/rrule.py,sha256=KJzKlaCd1jEbu4A38ZltslaoAUh9nSbdbOFdjp70Kew,66557
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+dateutil/tz/__pycache__/__init__.cpython-311.pyc,,
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+dateutil/tz/__pycache__/tz.cpython-311.pyc,,
+dateutil/tz/__pycache__/win.cpython-311.pyc,,
+dateutil/tz/_common.py,sha256=cgzDTANsOXvEc86cYF77EsliuSab8Puwpsl5-bX3_S4,12977
+dateutil/tz/_factories.py,sha256=unb6XQNXrPMveksTCU-Ag8jmVZs4SojoPUcAHpWnrvU,2569
+dateutil/tz/tz.py,sha256=EUnEdMfeThXiY6l4sh9yBabZ63_POzy01zSsh9thn1o,62855
+dateutil/tz/win.py,sha256=xJszWgSwE1xPx_HJj4ZkepyukC_hNy016WMcXhbRaB8,12935
+dateutil/tzwin.py,sha256=7Ar4vdQCnnM0mKR3MUjbIKsZrBVfHgdwsJZc_mGYRew,59
+dateutil/utils.py,sha256=dKCchEw8eObi0loGTx91unBxm_7UGlU3v_FjFMdqwYM,1965
+dateutil/zoneinfo/__init__.py,sha256=KYg0pthCMjcp5MXSEiBJn3nMjZeNZav7rlJw5-tz1S4,5889
+dateutil/zoneinfo/__pycache__/__init__.cpython-311.pyc,,
+dateutil/zoneinfo/__pycache__/rebuild.cpython-311.pyc,,
+dateutil/zoneinfo/dateutil-zoneinfo.tar.gz,sha256=0-pS57bpaN4NiE3xKIGTWW-pW4A9tPkqGCeac5gARHU,156400
+dateutil/zoneinfo/rebuild.py,sha256=MiqYzCIHvNbMH-LdRYLv-4T0EIA7hDKt5GLR0IRTLdI,2392
+python_dateutil-2.9.0.post0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+python_dateutil-2.9.0.post0.dist-info/LICENSE,sha256=ugD1Gg2SgjtaHN4n2LW50jIeZ-2NqbwWPv-W1eF-V34,2889
+python_dateutil-2.9.0.post0.dist-info/METADATA,sha256=qdQ22jIr6AgzL5jYgyWZjofLaTpniplp_rTPrXKabpM,8354
+python_dateutil-2.9.0.post0.dist-info/RECORD,,
+python_dateutil-2.9.0.post0.dist-info/WHEEL,sha256=-G_t0oGuE7UD0DrSpVZnq1hHMBV9DD2XkS5v7XpmTnk,110
+python_dateutil-2.9.0.post0.dist-info/top_level.txt,sha256=4tjdWkhRZvF7LA_BYe_L9gB2w_p2a-z5y6ArjaRkot8,9
+python_dateutil-2.9.0.post0.dist-info/zip-safe,sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs,1
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
new file mode 100644
index 000000000..4724c4573
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.42.0)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
new file mode 100644
index 000000000..66501480b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
@@ -0,0 +1 @@
+dateutil
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
new file mode 100644
index 000000000..8b1378917
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
@@ -0,0 +1 @@
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
new file mode 100644
index 000000000..67db85882
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
@@ -0,0 +1,175 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
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+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
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+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
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+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
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+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
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+      of your accepting any such warranty or additional liability.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
new file mode 100644
index 000000000..72d9dc531
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
@@ -0,0 +1,119 @@
+Metadata-Version: 2.1
+Name: requests
+Version: 2.32.3
+Summary: Python HTTP for Humans.
+Home-page: https://requests.readthedocs.io
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.org
+License: Apache-2.0
+Project-URL: Documentation, https://requests.readthedocs.io
+Project-URL: Source, https://github.com/psf/requests
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Natural Language :: English
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=3.8
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: charset-normalizer <4,>=2
+Requires-Dist: idna <4,>=2.5
+Requires-Dist: urllib3 <3,>=1.21.1
+Requires-Dist: certifi >=2017.4.17
+Provides-Extra: security
+Provides-Extra: socks
+Requires-Dist: PySocks !=1.5.7,>=1.5.6 ; extra == 'socks'
+Provides-Extra: use_chardet_on_py3
+Requires-Dist: chardet <6,>=3.0.2 ; extra == 'use_chardet_on_py3'
+
+# Requests
+
+**Requests** is a simple, yet elegant, HTTP library.
+
+```python
+>>> import requests
+>>> r = requests.get('https://httpbin.org/basic-auth/user/pass', auth=('user', 'pass'))
+>>> r.status_code
+200
+>>> r.headers['content-type']
+'application/json; charset=utf8'
+>>> r.encoding
+'utf-8'
+>>> r.text
+'{"authenticated": true, ...'
+>>> r.json()
+{'authenticated': True, ...}
+```
+
+Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your `PUT` & `POST` data — but nowadays, just use the `json` method!
+
+Requests is one of the most downloaded Python packages today, pulling in around `30M downloads / week`— according to GitHub, Requests is currently [depended upon](https://github.com/psf/requests/network/dependents?package_id=UGFja2FnZS01NzA4OTExNg%3D%3D) by `1,000,000+` repositories. You may certainly put your trust in this code.
+
+[![Downloads](https://static.pepy.tech/badge/requests/month)](https://pepy.tech/project/requests)
+[![Supported Versions](https://img.shields.io/pypi/pyversions/requests.svg)](https://pypi.org/project/requests)
+[![Contributors](https://img.shields.io/github/contributors/psf/requests.svg)](https://github.com/psf/requests/graphs/contributors)
+
+## Installing Requests and Supported Versions
+
+Requests is available on PyPI:
+
+```console
+$ python -m pip install requests
+```
+
+Requests officially supports Python 3.8+.
+
+## Supported Features & Best–Practices
+
+Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today.
+
+- Keep-Alive & Connection Pooling
+- International Domains and URLs
+- Sessions with Cookie Persistence
+- Browser-style TLS/SSL Verification
+- Basic & Digest Authentication
+- Familiar `dict`–like Cookies
+- Automatic Content Decompression and Decoding
+- Multi-part File Uploads
+- SOCKS Proxy Support
+- Connection Timeouts
+- Streaming Downloads
+- Automatic honoring of `.netrc`
+- Chunked HTTP Requests
+
+## API Reference and User Guide available on [Read the Docs](https://requests.readthedocs.io)
+
+[![Read the Docs](https://raw.githubusercontent.com/psf/requests/main/ext/ss.png)](https://requests.readthedocs.io)
+
+## Cloning the repository
+
+When cloning the Requests repository, you may need to add the `-c
+fetch.fsck.badTimezone=ignore` flag to avoid an error about a bad commit (see
+[this issue](https://github.com/psf/requests/issues/2690) for more background):
+
+```shell
+git clone -c fetch.fsck.badTimezone=ignore https://github.com/psf/requests.git
+```
+
+You can also apply this setting to your global Git config:
+
+```shell
+git config --global fetch.fsck.badTimezone ignore
+```
+
+---
+
+[![Kenneth Reitz](https://raw.githubusercontent.com/psf/requests/main/ext/kr.png)](https://kennethreitz.org) [![Python Software Foundation](https://raw.githubusercontent.com/psf/requests/main/ext/psf.png)](https://www.python.org/psf)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
new file mode 100644
index 000000000..aa28849b9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
@@ -0,0 +1,42 @@
+requests-2.32.3.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+requests-2.32.3.dist-info/LICENSE,sha256=CeipvOyAZxBGUsFoaFqwkx54aPnIKEtm9a5u2uXxEws,10142
+requests-2.32.3.dist-info/METADATA,sha256=ZY7oRUweLnb7jCEnEW9hFWs7IpQbNVnAA4ncpwA4WBo,4610
+requests-2.32.3.dist-info/RECORD,,
+requests-2.32.3.dist-info/WHEEL,sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ,92
+requests-2.32.3.dist-info/top_level.txt,sha256=fMSVmHfb5rbGOo6xv-O_tUX6j-WyixssE-SnwcDRxNQ,9
+requests/__init__.py,sha256=4xaAERmPDIBPsa2PsjpU9r06yooK-2mZKHTZAhWRWts,5072
+requests/__pycache__/__init__.cpython-311.pyc,,
+requests/__pycache__/__version__.cpython-311.pyc,,
+requests/__pycache__/_internal_utils.cpython-311.pyc,,
+requests/__pycache__/adapters.cpython-311.pyc,,
+requests/__pycache__/api.cpython-311.pyc,,
+requests/__pycache__/auth.cpython-311.pyc,,
+requests/__pycache__/certs.cpython-311.pyc,,
+requests/__pycache__/compat.cpython-311.pyc,,
+requests/__pycache__/cookies.cpython-311.pyc,,
+requests/__pycache__/exceptions.cpython-311.pyc,,
+requests/__pycache__/help.cpython-311.pyc,,
+requests/__pycache__/hooks.cpython-311.pyc,,
+requests/__pycache__/models.cpython-311.pyc,,
+requests/__pycache__/packages.cpython-311.pyc,,
+requests/__pycache__/sessions.cpython-311.pyc,,
+requests/__pycache__/status_codes.cpython-311.pyc,,
+requests/__pycache__/structures.cpython-311.pyc,,
+requests/__pycache__/utils.cpython-311.pyc,,
+requests/__version__.py,sha256=FVfglgZmNQnmYPXpOohDU58F5EUb_-VnSTaAesS187g,435
+requests/_internal_utils.py,sha256=nMQymr4hs32TqVo5AbCrmcJEhvPUh7xXlluyqwslLiQ,1495
+requests/adapters.py,sha256=KIcecscqam6reOCXRl4DwP4jX8Jcl8sd57ft17KR2cQ,27451
+requests/api.py,sha256=_Zb9Oa7tzVIizTKwFrPjDEY9ejtm_OnSRERnADxGsQs,6449
+requests/auth.py,sha256=kF75tqnLctZ9Mf_hm9TZIj4cQWnN5uxRz8oWsx5wmR0,10186
+requests/certs.py,sha256=Z9Sb410Anv6jUFTyss0jFFhU6xst8ctELqfy8Ev23gw,429
+requests/compat.py,sha256=C5w_DPLSurXPgcdWU78fora0APmbYkX2G89QvH5xzPA,1817
+requests/cookies.py,sha256=bNi-iqEj4NPZ00-ob-rHvzkvObzN3lEpgw3g6paS3Xw,18590
+requests/exceptions.py,sha256=jJPS1UWATs86ShVUaLorTiJb1SaGuoNEWgICJep-VkY,4260
+requests/help.py,sha256=gPX5d_H7Xd88aDABejhqGgl9B1VFRTt5BmiYvL3PzIQ,3875
+requests/hooks.py,sha256=CiuysiHA39V5UfcCBXFIx83IrDpuwfN9RcTUgv28ftQ,733
+requests/models.py,sha256=k42roXzC8u_OagAPQi9U4MkfO7i4r2FdaqvMqstPehc,35418
+requests/packages.py,sha256=_g0gZ681UyAlKHRjH6kanbaoxx2eAb6qzcXiODyTIoc,904
+requests/sessions.py,sha256=ykTI8UWGSltOfH07HKollH7kTBGw4WhiBVaQGmckTw4,30495
+requests/status_codes.py,sha256=iJUAeA25baTdw-6PfD0eF4qhpINDJRJI-yaMqxs4LEI,4322
+requests/structures.py,sha256=-IbmhVz06S-5aPSZuUthZ6-6D9XOjRuTXHOabY041XM,2912
+requests/utils.py,sha256=HiQC6Nq_Da3ktaMiFzQkh-dCk3iQHHKEsYS5kDc-8Cw,33619
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
new file mode 100644
index 000000000..bab98d675
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.43.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
new file mode 100644
index 000000000..f2293605c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
@@ -0,0 +1 @@
+requests
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
new file mode 100644
index 000000000..051cda134
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
@@ -0,0 +1,184 @@
+#   __
+#  /__)  _  _     _   _ _/   _
+# / (   (- (/ (/ (- _)  /  _)
+#          /
+
+"""
+Requests HTTP Library
+~~~~~~~~~~~~~~~~~~~~~
+
+Requests is an HTTP library, written in Python, for human beings.
+Basic GET usage:
+
+   >>> import requests
+   >>> r = requests.get('https://www.python.org')
+   >>> r.status_code
+   200
+   >>> b'Python is a programming language' in r.content
+   True
+
+... or POST:
+
+   >>> payload = dict(key1='value1', key2='value2')
+   >>> r = requests.post('https://httpbin.org/post', data=payload)
+   >>> print(r.text)
+   {
+     ...
+     "form": {
+       "key1": "value1",
+       "key2": "value2"
+     },
+     ...
+   }
+
+The other HTTP methods are supported - see `requests.api`. Full documentation
+is at <https://requests.readthedocs.io>.
+
+:copyright: (c) 2017 by Kenneth Reitz.
+:license: Apache 2.0, see LICENSE for more details.
+"""
+
+import warnings
+
+import urllib3
+
+from .exceptions import RequestsDependencyWarning
+
+try:
+    from charset_normalizer import __version__ as charset_normalizer_version
+except ImportError:
+    charset_normalizer_version = None
+
+try:
+    from chardet import __version__ as chardet_version
+except ImportError:
+    chardet_version = None
+
+
+def check_compatibility(urllib3_version, chardet_version, charset_normalizer_version):
+    urllib3_version = urllib3_version.split(".")
+    assert urllib3_version != ["dev"]  # Verify urllib3 isn't installed from git.
+
+    # Sometimes, urllib3 only reports its version as 16.1.
+    if len(urllib3_version) == 2:
+        urllib3_version.append("0")
+
+    # Check urllib3 for compatibility.
+    major, minor, patch = urllib3_version  # noqa: F811
+    major, minor, patch = int(major), int(minor), int(patch)
+    # urllib3 >= 1.21.1
+    assert major >= 1
+    if major == 1:
+        assert minor >= 21
+
+    # Check charset_normalizer for compatibility.
+    if chardet_version:
+        major, minor, patch = chardet_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # chardet_version >= 3.0.2, < 6.0.0
+        assert (3, 0, 2) <= (major, minor, patch) < (6, 0, 0)
+    elif charset_normalizer_version:
+        major, minor, patch = charset_normalizer_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # charset_normalizer >= 2.0.0 < 4.0.0
+        assert (2, 0, 0) <= (major, minor, patch) < (4, 0, 0)
+    else:
+        warnings.warn(
+            "Unable to find acceptable character detection dependency "
+            "(chardet or charset_normalizer).",
+            RequestsDependencyWarning,
+        )
+
+
+def _check_cryptography(cryptography_version):
+    # cryptography < 1.3.4
+    try:
+        cryptography_version = list(map(int, cryptography_version.split(".")))
+    except ValueError:
+        return
+
+    if cryptography_version < [1, 3, 4]:
+        warning = "Old version of cryptography ({}) may cause slowdown.".format(
+            cryptography_version
+        )
+        warnings.warn(warning, RequestsDependencyWarning)
+
+
+# Check imported dependencies for compatibility.
+try:
+    check_compatibility(
+        urllib3.__version__, chardet_version, charset_normalizer_version
+    )
+except (AssertionError, ValueError):
+    warnings.warn(
+        "urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported "
+        "version!".format(
+            urllib3.__version__, chardet_version, charset_normalizer_version
+        ),
+        RequestsDependencyWarning,
+    )
+
+# Attempt to enable urllib3's fallback for SNI support
+# if the standard library doesn't support SNI or the
+# 'ssl' library isn't available.
+try:
+    try:
+        import ssl
+    except ImportError:
+        ssl = None
+
+    if not getattr(ssl, "HAS_SNI", False):
+        from urllib3.contrib import pyopenssl
+
+        pyopenssl.inject_into_urllib3()
+
+        # Check cryptography version
+        from cryptography import __version__ as cryptography_version
+
+        _check_cryptography(cryptography_version)
+except ImportError:
+    pass
+
+# urllib3's DependencyWarnings should be silenced.
+from urllib3.exceptions import DependencyWarning
+
+warnings.simplefilter("ignore", DependencyWarning)
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+from logging import NullHandler
+
+from . import packages, utils
+from .__version__ import (
+    __author__,
+    __author_email__,
+    __build__,
+    __cake__,
+    __copyright__,
+    __description__,
+    __license__,
+    __title__,
+    __url__,
+    __version__,
+)
+from .api import delete, get, head, options, patch, post, put, request
+from .exceptions import (
+    ConnectionError,
+    ConnectTimeout,
+    FileModeWarning,
+    HTTPError,
+    JSONDecodeError,
+    ReadTimeout,
+    RequestException,
+    Timeout,
+    TooManyRedirects,
+    URLRequired,
+)
+from .models import PreparedRequest, Request, Response
+from .sessions import Session, session
+from .status_codes import codes
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+# FileModeWarnings go off per the default.
+warnings.simplefilter("default", FileModeWarning, append=True)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
new file mode 100644
index 000000000..2c105aca7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
@@ -0,0 +1,14 @@
+# .-. .-. .-. . . .-. .-. .-. .-.
+# |(  |-  |.| | | |-  `-.  |  `-.
+# ' ' `-' `-`.`-' `-' `-'  '  `-'
+
+__title__ = "requests"
+__description__ = "Python HTTP for Humans."
+__url__ = "https://requests.readthedocs.io"
+__version__ = "2.32.3"
+__build__ = 0x023203
+__author__ = "Kenneth Reitz"
+__author_email__ = "me@kennethreitz.org"
+__license__ = "Apache-2.0"
+__copyright__ = "Copyright Kenneth Reitz"
+__cake__ = "\u2728 \U0001f370 \u2728"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
new file mode 100644
index 000000000..f2cf635e2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
@@ -0,0 +1,50 @@
+"""
+requests._internal_utils
+~~~~~~~~~~~~~~
+
+Provides utility functions that are consumed internally by Requests
+which depend on extremely few external helpers (such as compat)
+"""
+import re
+
+from .compat import builtin_str
+
+_VALID_HEADER_NAME_RE_BYTE = re.compile(rb"^[^:\s][^:\r\n]*$")
+_VALID_HEADER_NAME_RE_STR = re.compile(r"^[^:\s][^:\r\n]*$")
+_VALID_HEADER_VALUE_RE_BYTE = re.compile(rb"^\S[^\r\n]*$|^$")
+_VALID_HEADER_VALUE_RE_STR = re.compile(r"^\S[^\r\n]*$|^$")
+
+_HEADER_VALIDATORS_STR = (_VALID_HEADER_NAME_RE_STR, _VALID_HEADER_VALUE_RE_STR)
+_HEADER_VALIDATORS_BYTE = (_VALID_HEADER_NAME_RE_BYTE, _VALID_HEADER_VALUE_RE_BYTE)
+HEADER_VALIDATORS = {
+    bytes: _HEADER_VALIDATORS_BYTE,
+    str: _HEADER_VALIDATORS_STR,
+}
+
+
+def to_native_string(string, encoding="ascii"):
+    """Given a string object, regardless of type, returns a representation of
+    that string in the native string type, encoding and decoding where
+    necessary. This assumes ASCII unless told otherwise.
+    """
+    if isinstance(string, builtin_str):
+        out = string
+    else:
+        out = string.decode(encoding)
+
+    return out
+
+
+def unicode_is_ascii(u_string):
+    """Determine if unicode string only contains ASCII characters.
+
+    :param str u_string: unicode string to check. Must be unicode
+        and not Python 2 `str`.
+    :rtype: bool
+    """
+    assert isinstance(u_string, str)
+    try:
+        u_string.encode("ascii")
+        return True
+    except UnicodeEncodeError:
+        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
new file mode 100644
index 000000000..9a58b1602
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
@@ -0,0 +1,719 @@
+"""
+requests.adapters
+~~~~~~~~~~~~~~~~~
+
+This module contains the transport adapters that Requests uses to define
+and maintain connections.
+"""
+
+import os.path
+import socket  # noqa: F401
+import typing
+import warnings
+
+from urllib3.exceptions import ClosedPoolError, ConnectTimeoutError
+from urllib3.exceptions import HTTPError as _HTTPError
+from urllib3.exceptions import InvalidHeader as _InvalidHeader
+from urllib3.exceptions import (
+    LocationValueError,
+    MaxRetryError,
+    NewConnectionError,
+    ProtocolError,
+)
+from urllib3.exceptions import ProxyError as _ProxyError
+from urllib3.exceptions import ReadTimeoutError, ResponseError
+from urllib3.exceptions import SSLError as _SSLError
+from urllib3.poolmanager import PoolManager, proxy_from_url
+from urllib3.util import Timeout as TimeoutSauce
+from urllib3.util import parse_url
+from urllib3.util.retry import Retry
+from urllib3.util.ssl_ import create_urllib3_context
+
+from .auth import _basic_auth_str
+from .compat import basestring, urlparse
+from .cookies import extract_cookies_to_jar
+from .exceptions import (
+    ConnectionError,
+    ConnectTimeout,
+    InvalidHeader,
+    InvalidProxyURL,
+    InvalidSchema,
+    InvalidURL,
+    ProxyError,
+    ReadTimeout,
+    RetryError,
+    SSLError,
+)
+from .models import Response
+from .structures import CaseInsensitiveDict
+from .utils import (
+    DEFAULT_CA_BUNDLE_PATH,
+    extract_zipped_paths,
+    get_auth_from_url,
+    get_encoding_from_headers,
+    prepend_scheme_if_needed,
+    select_proxy,
+    urldefragauth,
+)
+
+try:
+    from urllib3.contrib.socks import SOCKSProxyManager
+except ImportError:
+
+    def SOCKSProxyManager(*args, **kwargs):
+        raise InvalidSchema("Missing dependencies for SOCKS support.")
+
+
+if typing.TYPE_CHECKING:
+    from .models import PreparedRequest
+
+
+DEFAULT_POOLBLOCK = False
+DEFAULT_POOLSIZE = 10
+DEFAULT_RETRIES = 0
+DEFAULT_POOL_TIMEOUT = None
+
+
+try:
+    import ssl  # noqa: F401
+
+    _preloaded_ssl_context = create_urllib3_context()
+    _preloaded_ssl_context.load_verify_locations(
+        extract_zipped_paths(DEFAULT_CA_BUNDLE_PATH)
+    )
+except ImportError:
+    # Bypass default SSLContext creation when Python
+    # interpreter isn't built with the ssl module.
+    _preloaded_ssl_context = None
+
+
+def _urllib3_request_context(
+    request: "PreparedRequest",
+    verify: "bool | str | None",
+    client_cert: "typing.Tuple[str, str] | str | None",
+    poolmanager: "PoolManager",
+) -> "(typing.Dict[str, typing.Any], typing.Dict[str, typing.Any])":
+    host_params = {}
+    pool_kwargs = {}
+    parsed_request_url = urlparse(request.url)
+    scheme = parsed_request_url.scheme.lower()
+    port = parsed_request_url.port
+
+    # Determine if we have and should use our default SSLContext
+    # to optimize performance on standard requests.
+    poolmanager_kwargs = getattr(poolmanager, "connection_pool_kw", {})
+    has_poolmanager_ssl_context = poolmanager_kwargs.get("ssl_context")
+    should_use_default_ssl_context = (
+        _preloaded_ssl_context is not None and not has_poolmanager_ssl_context
+    )
+
+    cert_reqs = "CERT_REQUIRED"
+    if verify is False:
+        cert_reqs = "CERT_NONE"
+    elif verify is True and should_use_default_ssl_context:
+        pool_kwargs["ssl_context"] = _preloaded_ssl_context
+    elif isinstance(verify, str):
+        if not os.path.isdir(verify):
+            pool_kwargs["ca_certs"] = verify
+        else:
+            pool_kwargs["ca_cert_dir"] = verify
+    pool_kwargs["cert_reqs"] = cert_reqs
+    if client_cert is not None:
+        if isinstance(client_cert, tuple) and len(client_cert) == 2:
+            pool_kwargs["cert_file"] = client_cert[0]
+            pool_kwargs["key_file"] = client_cert[1]
+        else:
+            # According to our docs, we allow users to specify just the client
+            # cert path
+            pool_kwargs["cert_file"] = client_cert
+    host_params = {
+        "scheme": scheme,
+        "host": parsed_request_url.hostname,
+        "port": port,
+    }
+    return host_params, pool_kwargs
+
+
+class BaseAdapter:
+    """The Base Transport Adapter"""
+
+    def __init__(self):
+        super().__init__()
+
+    def send(
+        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
+    ):
+        """Sends PreparedRequest object. Returns Response object.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param stream: (optional) Whether to stream the request content.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple
+        :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use
+        :param cert: (optional) Any user-provided SSL certificate to be trusted.
+        :param proxies: (optional) The proxies dictionary to apply to the request.
+        """
+        raise NotImplementedError
+
+    def close(self):
+        """Cleans up adapter specific items."""
+        raise NotImplementedError
+
+
+class HTTPAdapter(BaseAdapter):
+    """The built-in HTTP Adapter for urllib3.
+
+    Provides a general-case interface for Requests sessions to contact HTTP and
+    HTTPS urls by implementing the Transport Adapter interface. This class will
+    usually be created by the :class:`Session <Session>` class under the
+    covers.
+
+    :param pool_connections: The number of urllib3 connection pools to cache.
+    :param pool_maxsize: The maximum number of connections to save in the pool.
+    :param max_retries: The maximum number of retries each connection
+        should attempt. Note, this applies only to failed DNS lookups, socket
+        connections and connection timeouts, never to requests where data has
+        made it to the server. By default, Requests does not retry failed
+        connections. If you need granular control over the conditions under
+        which we retry a request, import urllib3's ``Retry`` class and pass
+        that instead.
+    :param pool_block: Whether the connection pool should block for connections.
+
+    Usage::
+
+      >>> import requests
+      >>> s = requests.Session()
+      >>> a = requests.adapters.HTTPAdapter(max_retries=3)
+      >>> s.mount('http://', a)
+    """
+
+    __attrs__ = [
+        "max_retries",
+        "config",
+        "_pool_connections",
+        "_pool_maxsize",
+        "_pool_block",
+    ]
+
+    def __init__(
+        self,
+        pool_connections=DEFAULT_POOLSIZE,
+        pool_maxsize=DEFAULT_POOLSIZE,
+        max_retries=DEFAULT_RETRIES,
+        pool_block=DEFAULT_POOLBLOCK,
+    ):
+        if max_retries == DEFAULT_RETRIES:
+            self.max_retries = Retry(0, read=False)
+        else:
+            self.max_retries = Retry.from_int(max_retries)
+        self.config = {}
+        self.proxy_manager = {}
+
+        super().__init__()
+
+        self._pool_connections = pool_connections
+        self._pool_maxsize = pool_maxsize
+        self._pool_block = pool_block
+
+        self.init_poolmanager(pool_connections, pool_maxsize, block=pool_block)
+
+    def __getstate__(self):
+        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
+
+    def __setstate__(self, state):
+        # Can't handle by adding 'proxy_manager' to self.__attrs__ because
+        # self.poolmanager uses a lambda function, which isn't pickleable.
+        self.proxy_manager = {}
+        self.config = {}
+
+        for attr, value in state.items():
+            setattr(self, attr, value)
+
+        self.init_poolmanager(
+            self._pool_connections, self._pool_maxsize, block=self._pool_block
+        )
+
+    def init_poolmanager(
+        self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool_kwargs
+    ):
+        """Initializes a urllib3 PoolManager.
+
+        This method should not be called from user code, and is only
+        exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param connections: The number of urllib3 connection pools to cache.
+        :param maxsize: The maximum number of connections to save in the pool.
+        :param block: Block when no free connections are available.
+        :param pool_kwargs: Extra keyword arguments used to initialize the Pool Manager.
+        """
+        # save these values for pickling
+        self._pool_connections = connections
+        self._pool_maxsize = maxsize
+        self._pool_block = block
+
+        self.poolmanager = PoolManager(
+            num_pools=connections,
+            maxsize=maxsize,
+            block=block,
+            **pool_kwargs,
+        )
+
+    def proxy_manager_for(self, proxy, **proxy_kwargs):
+        """Return urllib3 ProxyManager for the given proxy.
+
+        This method should not be called from user code, and is only
+        exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param proxy: The proxy to return a urllib3 ProxyManager for.
+        :param proxy_kwargs: Extra keyword arguments used to configure the Proxy Manager.
+        :returns: ProxyManager
+        :rtype: urllib3.ProxyManager
+        """
+        if proxy in self.proxy_manager:
+            manager = self.proxy_manager[proxy]
+        elif proxy.lower().startswith("socks"):
+            username, password = get_auth_from_url(proxy)
+            manager = self.proxy_manager[proxy] = SOCKSProxyManager(
+                proxy,
+                username=username,
+                password=password,
+                num_pools=self._pool_connections,
+                maxsize=self._pool_maxsize,
+                block=self._pool_block,
+                **proxy_kwargs,
+            )
+        else:
+            proxy_headers = self.proxy_headers(proxy)
+            manager = self.proxy_manager[proxy] = proxy_from_url(
+                proxy,
+                proxy_headers=proxy_headers,
+                num_pools=self._pool_connections,
+                maxsize=self._pool_maxsize,
+                block=self._pool_block,
+                **proxy_kwargs,
+            )
+
+        return manager
+
+    def cert_verify(self, conn, url, verify, cert):
+        """Verify a SSL certificate. This method should not be called from user
+        code, and is only exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param conn: The urllib3 connection object associated with the cert.
+        :param url: The requested URL.
+        :param verify: Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use
+        :param cert: The SSL certificate to verify.
+        """
+        if url.lower().startswith("https") and verify:
+            conn.cert_reqs = "CERT_REQUIRED"
+
+            # Only load the CA certificates if 'verify' is a string indicating the CA bundle to use.
+            # Otherwise, if verify is a boolean, we don't load anything since
+            # the connection will be using a context with the default certificates already loaded,
+            # and this avoids a call to the slow load_verify_locations()
+            if verify is not True:
+                # `verify` must be a str with a path then
+                cert_loc = verify
+
+                if not os.path.exists(cert_loc):
+                    raise OSError(
+                        f"Could not find a suitable TLS CA certificate bundle, "
+                        f"invalid path: {cert_loc}"
+                    )
+
+                if not os.path.isdir(cert_loc):
+                    conn.ca_certs = cert_loc
+                else:
+                    conn.ca_cert_dir = cert_loc
+        else:
+            conn.cert_reqs = "CERT_NONE"
+            conn.ca_certs = None
+            conn.ca_cert_dir = None
+
+        if cert:
+            if not isinstance(cert, basestring):
+                conn.cert_file = cert[0]
+                conn.key_file = cert[1]
+            else:
+                conn.cert_file = cert
+                conn.key_file = None
+            if conn.cert_file and not os.path.exists(conn.cert_file):
+                raise OSError(
+                    f"Could not find the TLS certificate file, "
+                    f"invalid path: {conn.cert_file}"
+                )
+            if conn.key_file and not os.path.exists(conn.key_file):
+                raise OSError(
+                    f"Could not find the TLS key file, invalid path: {conn.key_file}"
+                )
+
+    def build_response(self, req, resp):
+        """Builds a :class:`Response <requests.Response>` object from a urllib3
+        response. This should not be called from user code, and is only exposed
+        for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`
+
+        :param req: The :class:`PreparedRequest <PreparedRequest>` used to generate the response.
+        :param resp: The urllib3 response object.
+        :rtype: requests.Response
+        """
+        response = Response()
+
+        # Fallback to None if there's no status_code, for whatever reason.
+        response.status_code = getattr(resp, "status", None)
+
+        # Make headers case-insensitive.
+        response.headers = CaseInsensitiveDict(getattr(resp, "headers", {}))
+
+        # Set encoding.
+        response.encoding = get_encoding_from_headers(response.headers)
+        response.raw = resp
+        response.reason = response.raw.reason
+
+        if isinstance(req.url, bytes):
+            response.url = req.url.decode("utf-8")
+        else:
+            response.url = req.url
+
+        # Add new cookies from the server.
+        extract_cookies_to_jar(response.cookies, req, resp)
+
+        # Give the Response some context.
+        response.request = req
+        response.connection = self
+
+        return response
+
+    def build_connection_pool_key_attributes(self, request, verify, cert=None):
+        """Build the PoolKey attributes used by urllib3 to return a connection.
+
+        This looks at the PreparedRequest, the user-specified verify value,
+        and the value of the cert parameter to determine what PoolKey values
+        to use to select a connection from a given urllib3 Connection Pool.
+
+        The SSL related pool key arguments are not consistently set. As of
+        this writing, use the following to determine what keys may be in that
+        dictionary:
+
+        * If ``verify`` is ``True``, ``"ssl_context"`` will be set and will be the
+          default Requests SSL Context
+        * If ``verify`` is ``False``, ``"ssl_context"`` will not be set but
+          ``"cert_reqs"`` will be set
+        * If ``verify`` is a string, (i.e., it is a user-specified trust bundle)
+          ``"ca_certs"`` will be set if the string is not a directory recognized
+          by :py:func:`os.path.isdir`, otherwise ``"ca_certs_dir"`` will be
+          set.
+        * If ``"cert"`` is specified, ``"cert_file"`` will always be set. If
+          ``"cert"`` is a tuple with a second item, ``"key_file"`` will also
+          be present
+
+        To override these settings, one may subclass this class, call this
+        method and use the above logic to change parameters as desired. For
+        example, if one wishes to use a custom :py:class:`ssl.SSLContext` one
+        must both set ``"ssl_context"`` and based on what else they require,
+        alter the other keys to ensure the desired behaviour.
+
+        :param request:
+            The PreparedReqest being sent over the connection.
+        :type request:
+            :class:`~requests.models.PreparedRequest`
+        :param verify:
+            Either a boolean, in which case it controls whether
+            we verify the server's TLS certificate, or a string, in which case it
+            must be a path to a CA bundle to use.
+        :param cert:
+            (optional) Any user-provided SSL certificate for client
+            authentication (a.k.a., mTLS). This may be a string (i.e., just
+            the path to a file which holds both certificate and key) or a
+            tuple of length 2 with the certificate file path and key file
+            path.
+        :returns:
+            A tuple of two dictionaries. The first is the "host parameters"
+            portion of the Pool Key including scheme, hostname, and port. The
+            second is a dictionary of SSLContext related parameters.
+        """
+        return _urllib3_request_context(request, verify, cert, self.poolmanager)
+
+    def get_connection_with_tls_context(self, request, verify, proxies=None, cert=None):
+        """Returns a urllib3 connection for the given request and TLS settings.
+        This should not be called from user code, and is only exposed for use
+        when subclassing the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request:
+            The :class:`PreparedRequest <PreparedRequest>` object to be sent
+            over the connection.
+        :param verify:
+            Either a boolean, in which case it controls whether we verify the
+            server's TLS certificate, or a string, in which case it must be a
+            path to a CA bundle to use.
+        :param proxies:
+            (optional) The proxies dictionary to apply to the request.
+        :param cert:
+            (optional) Any user-provided SSL certificate to be used for client
+            authentication (a.k.a., mTLS).
+        :rtype:
+            urllib3.ConnectionPool
+        """
+        proxy = select_proxy(request.url, proxies)
+        try:
+            host_params, pool_kwargs = self.build_connection_pool_key_attributes(
+                request,
+                verify,
+                cert,
+            )
+        except ValueError as e:
+            raise InvalidURL(e, request=request)
+        if proxy:
+            proxy = prepend_scheme_if_needed(proxy, "http")
+            proxy_url = parse_url(proxy)
+            if not proxy_url.host:
+                raise InvalidProxyURL(
+                    "Please check proxy URL. It is malformed "
+                    "and could be missing the host."
+                )
+            proxy_manager = self.proxy_manager_for(proxy)
+            conn = proxy_manager.connection_from_host(
+                **host_params, pool_kwargs=pool_kwargs
+            )
+        else:
+            # Only scheme should be lower case
+            conn = self.poolmanager.connection_from_host(
+                **host_params, pool_kwargs=pool_kwargs
+            )
+
+        return conn
+
+    def get_connection(self, url, proxies=None):
+        """DEPRECATED: Users should move to `get_connection_with_tls_context`
+        for all subclasses of HTTPAdapter using Requests>=2.32.2.
+
+        Returns a urllib3 connection for the given URL. This should not be
+        called from user code, and is only exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param url: The URL to connect to.
+        :param proxies: (optional) A Requests-style dictionary of proxies used on this request.
+        :rtype: urllib3.ConnectionPool
+        """
+        warnings.warn(
+            (
+                "`get_connection` has been deprecated in favor of "
+                "`get_connection_with_tls_context`. Custom HTTPAdapter subclasses "
+                "will need to migrate for Requests>=2.32.2. Please see "
+                "https://github.com/psf/requests/pull/6710 for more details."
+            ),
+            DeprecationWarning,
+        )
+        proxy = select_proxy(url, proxies)
+
+        if proxy:
+            proxy = prepend_scheme_if_needed(proxy, "http")
+            proxy_url = parse_url(proxy)
+            if not proxy_url.host:
+                raise InvalidProxyURL(
+                    "Please check proxy URL. It is malformed "
+                    "and could be missing the host."
+                )
+            proxy_manager = self.proxy_manager_for(proxy)
+            conn = proxy_manager.connection_from_url(url)
+        else:
+            # Only scheme should be lower case
+            parsed = urlparse(url)
+            url = parsed.geturl()
+            conn = self.poolmanager.connection_from_url(url)
+
+        return conn
+
+    def close(self):
+        """Disposes of any internal state.
+
+        Currently, this closes the PoolManager and any active ProxyManager,
+        which closes any pooled connections.
+        """
+        self.poolmanager.clear()
+        for proxy in self.proxy_manager.values():
+            proxy.clear()
+
+    def request_url(self, request, proxies):
+        """Obtain the url to use when making the final request.
+
+        If the message is being sent through a HTTP proxy, the full URL has to
+        be used. Otherwise, we should only use the path portion of the URL.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs.
+        :rtype: str
+        """
+        proxy = select_proxy(request.url, proxies)
+        scheme = urlparse(request.url).scheme
+
+        is_proxied_http_request = proxy and scheme != "https"
+        using_socks_proxy = False
+        if proxy:
+            proxy_scheme = urlparse(proxy).scheme.lower()
+            using_socks_proxy = proxy_scheme.startswith("socks")
+
+        url = request.path_url
+        if url.startswith("//"):  # Don't confuse urllib3
+            url = f"/{url.lstrip('/')}"
+
+        if is_proxied_http_request and not using_socks_proxy:
+            url = urldefragauth(request.url)
+
+        return url
+
+    def add_headers(self, request, **kwargs):
+        """Add any headers needed by the connection. As of v2.0 this does
+        nothing by default, but is left for overriding by users that subclass
+        the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` to add headers to.
+        :param kwargs: The keyword arguments from the call to send().
+        """
+        pass
+
+    def proxy_headers(self, proxy):
+        """Returns a dictionary of the headers to add to any request sent
+        through a proxy. This works with urllib3 magic to ensure that they are
+        correctly sent to the proxy, rather than in a tunnelled request if
+        CONNECT is being used.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param proxy: The url of the proxy being used for this request.
+        :rtype: dict
+        """
+        headers = {}
+        username, password = get_auth_from_url(proxy)
+
+        if username:
+            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
+
+        return headers
+
+    def send(
+        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
+    ):
+        """Sends PreparedRequest object. Returns Response object.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param stream: (optional) Whether to stream the request content.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple or urllib3 Timeout object
+        :param verify: (optional) Either a boolean, in which case it controls whether
+            we verify the server's TLS certificate, or a string, in which case it
+            must be a path to a CA bundle to use
+        :param cert: (optional) Any user-provided SSL certificate to be trusted.
+        :param proxies: (optional) The proxies dictionary to apply to the request.
+        :rtype: requests.Response
+        """
+
+        try:
+            conn = self.get_connection_with_tls_context(
+                request, verify, proxies=proxies, cert=cert
+            )
+        except LocationValueError as e:
+            raise InvalidURL(e, request=request)
+
+        self.cert_verify(conn, request.url, verify, cert)
+        url = self.request_url(request, proxies)
+        self.add_headers(
+            request,
+            stream=stream,
+            timeout=timeout,
+            verify=verify,
+            cert=cert,
+            proxies=proxies,
+        )
+
+        chunked = not (request.body is None or "Content-Length" in request.headers)
+
+        if isinstance(timeout, tuple):
+            try:
+                connect, read = timeout
+                timeout = TimeoutSauce(connect=connect, read=read)
+            except ValueError:
+                raise ValueError(
+                    f"Invalid timeout {timeout}. Pass a (connect, read) timeout tuple, "
+                    f"or a single float to set both timeouts to the same value."
+                )
+        elif isinstance(timeout, TimeoutSauce):
+            pass
+        else:
+            timeout = TimeoutSauce(connect=timeout, read=timeout)
+
+        try:
+            resp = conn.urlopen(
+                method=request.method,
+                url=url,
+                body=request.body,
+                headers=request.headers,
+                redirect=False,
+                assert_same_host=False,
+                preload_content=False,
+                decode_content=False,
+                retries=self.max_retries,
+                timeout=timeout,
+                chunked=chunked,
+            )
+
+        except (ProtocolError, OSError) as err:
+            raise ConnectionError(err, request=request)
+
+        except MaxRetryError as e:
+            if isinstance(e.reason, ConnectTimeoutError):
+                # TODO: Remove this in 3.0.0: see #2811
+                if not isinstance(e.reason, NewConnectionError):
+                    raise ConnectTimeout(e, request=request)
+
+            if isinstance(e.reason, ResponseError):
+                raise RetryError(e, request=request)
+
+            if isinstance(e.reason, _ProxyError):
+                raise ProxyError(e, request=request)
+
+            if isinstance(e.reason, _SSLError):
+                # This branch is for urllib3 v1.22 and later.
+                raise SSLError(e, request=request)
+
+            raise ConnectionError(e, request=request)
+
+        except ClosedPoolError as e:
+            raise ConnectionError(e, request=request)
+
+        except _ProxyError as e:
+            raise ProxyError(e)
+
+        except (_SSLError, _HTTPError) as e:
+            if isinstance(e, _SSLError):
+                # This branch is for urllib3 versions earlier than v1.22
+                raise SSLError(e, request=request)
+            elif isinstance(e, ReadTimeoutError):
+                raise ReadTimeout(e, request=request)
+            elif isinstance(e, _InvalidHeader):
+                raise InvalidHeader(e, request=request)
+            else:
+                raise
+
+        return self.build_response(request, resp)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
new file mode 100644
index 000000000..596074455
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
@@ -0,0 +1,157 @@
+"""
+requests.api
+~~~~~~~~~~~~
+
+This module implements the Requests API.
+
+:copyright: (c) 2012 by Kenneth Reitz.
+:license: Apache2, see LICENSE for more details.
+"""
+
+from . import sessions
+
+
+def request(method, url, **kwargs):
+    """Constructs and sends a :class:`Request <Request>`.
+
+    :param method: method for the new :class:`Request` object: ``GET``, ``OPTIONS``, ``HEAD``, ``POST``, ``PUT``, ``PATCH``, or ``DELETE``.
+    :param url: URL for the new :class:`Request` object.
+    :param params: (optional) Dictionary, list of tuples or bytes to send
+        in the query string for the :class:`Request`.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`.
+    :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`.
+    :param files: (optional) Dictionary of ``'name': file-like-objects`` (or ``{'name': file-tuple}``) for multipart encoding upload.
+        ``file-tuple`` can be a 2-tuple ``('filename', fileobj)``, 3-tuple ``('filename', fileobj, 'content_type')``
+        or a 4-tuple ``('filename', fileobj, 'content_type', custom_headers)``, where ``'content_type'`` is a string
+        defining the content type of the given file and ``custom_headers`` a dict-like object containing additional headers
+        to add for the file.
+    :param auth: (optional) Auth tuple to enable Basic/Digest/Custom HTTP Auth.
+    :param timeout: (optional) How many seconds to wait for the server to send data
+        before giving up, as a float, or a :ref:`(connect timeout, read
+        timeout) <timeouts>` tuple.
+    :type timeout: float or tuple
+    :param allow_redirects: (optional) Boolean. Enable/disable GET/OPTIONS/POST/PUT/PATCH/DELETE/HEAD redirection. Defaults to ``True``.
+    :type allow_redirects: bool
+    :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy.
+    :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use. Defaults to ``True``.
+    :param stream: (optional) if ``False``, the response content will be immediately downloaded.
+    :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.request('GET', 'https://httpbin.org/get')
+      >>> req
+      <Response [200]>
+    """
+
+    # By using the 'with' statement we are sure the session is closed, thus we
+    # avoid leaving sockets open which can trigger a ResourceWarning in some
+    # cases, and look like a memory leak in others.
+    with sessions.Session() as session:
+        return session.request(method=method, url=url, **kwargs)
+
+
+def get(url, params=None, **kwargs):
+    r"""Sends a GET request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param params: (optional) Dictionary, list of tuples or bytes to send
+        in the query string for the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("get", url, params=params, **kwargs)
+
+
+def options(url, **kwargs):
+    r"""Sends an OPTIONS request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("options", url, **kwargs)
+
+
+def head(url, **kwargs):
+    r"""Sends a HEAD request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes. If
+        `allow_redirects` is not provided, it will be set to `False` (as
+        opposed to the default :meth:`request` behavior).
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    kwargs.setdefault("allow_redirects", False)
+    return request("head", url, **kwargs)
+
+
+def post(url, data=None, json=None, **kwargs):
+    r"""Sends a POST request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("post", url, data=data, json=json, **kwargs)
+
+
+def put(url, data=None, **kwargs):
+    r"""Sends a PUT request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("put", url, data=data, **kwargs)
+
+
+def patch(url, data=None, **kwargs):
+    r"""Sends a PATCH request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("patch", url, data=data, **kwargs)
+
+
+def delete(url, **kwargs):
+    r"""Sends a DELETE request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("delete", url, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
new file mode 100644
index 000000000..4a7ce6dc1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
@@ -0,0 +1,314 @@
+"""
+requests.auth
+~~~~~~~~~~~~~
+
+This module contains the authentication handlers for Requests.
+"""
+
+import hashlib
+import os
+import re
+import threading
+import time
+import warnings
+from base64 import b64encode
+
+from ._internal_utils import to_native_string
+from .compat import basestring, str, urlparse
+from .cookies import extract_cookies_to_jar
+from .utils import parse_dict_header
+
+CONTENT_TYPE_FORM_URLENCODED = "application/x-www-form-urlencoded"
+CONTENT_TYPE_MULTI_PART = "multipart/form-data"
+
+
+def _basic_auth_str(username, password):
+    """Returns a Basic Auth string."""
+
+    # "I want us to put a big-ol' comment on top of it that
+    # says that this behaviour is dumb but we need to preserve
+    # it because people are relying on it."
+    #    - Lukasa
+    #
+    # These are here solely to maintain backwards compatibility
+    # for things like ints. This will be removed in 3.0.0.
+    if not isinstance(username, basestring):
+        warnings.warn(
+            "Non-string usernames will no longer be supported in Requests "
+            "3.0.0. Please convert the object you've passed in ({!r}) to "
+            "a string or bytes object in the near future to avoid "
+            "problems.".format(username),
+            category=DeprecationWarning,
+        )
+        username = str(username)
+
+    if not isinstance(password, basestring):
+        warnings.warn(
+            "Non-string passwords will no longer be supported in Requests "
+            "3.0.0. Please convert the object you've passed in ({!r}) to "
+            "a string or bytes object in the near future to avoid "
+            "problems.".format(type(password)),
+            category=DeprecationWarning,
+        )
+        password = str(password)
+    # -- End Removal --
+
+    if isinstance(username, str):
+        username = username.encode("latin1")
+
+    if isinstance(password, str):
+        password = password.encode("latin1")
+
+    authstr = "Basic " + to_native_string(
+        b64encode(b":".join((username, password))).strip()
+    )
+
+    return authstr
+
+
+class AuthBase:
+    """Base class that all auth implementations derive from"""
+
+    def __call__(self, r):
+        raise NotImplementedError("Auth hooks must be callable.")
+
+
+class HTTPBasicAuth(AuthBase):
+    """Attaches HTTP Basic Authentication to the given Request object."""
+
+    def __init__(self, username, password):
+        self.username = username
+        self.password = password
+
+    def __eq__(self, other):
+        return all(
+            [
+                self.username == getattr(other, "username", None),
+                self.password == getattr(other, "password", None),
+            ]
+        )
+
+    def __ne__(self, other):
+        return not self == other
+
+    def __call__(self, r):
+        r.headers["Authorization"] = _basic_auth_str(self.username, self.password)
+        return r
+
+
+class HTTPProxyAuth(HTTPBasicAuth):
+    """Attaches HTTP Proxy Authentication to a given Request object."""
+
+    def __call__(self, r):
+        r.headers["Proxy-Authorization"] = _basic_auth_str(self.username, self.password)
+        return r
+
+
+class HTTPDigestAuth(AuthBase):
+    """Attaches HTTP Digest Authentication to the given Request object."""
+
+    def __init__(self, username, password):
+        self.username = username
+        self.password = password
+        # Keep state in per-thread local storage
+        self._thread_local = threading.local()
+
+    def init_per_thread_state(self):
+        # Ensure state is initialized just once per-thread
+        if not hasattr(self._thread_local, "init"):
+            self._thread_local.init = True
+            self._thread_local.last_nonce = ""
+            self._thread_local.nonce_count = 0
+            self._thread_local.chal = {}
+            self._thread_local.pos = None
+            self._thread_local.num_401_calls = None
+
+    def build_digest_header(self, method, url):
+        """
+        :rtype: str
+        """
+
+        realm = self._thread_local.chal["realm"]
+        nonce = self._thread_local.chal["nonce"]
+        qop = self._thread_local.chal.get("qop")
+        algorithm = self._thread_local.chal.get("algorithm")
+        opaque = self._thread_local.chal.get("opaque")
+        hash_utf8 = None
+
+        if algorithm is None:
+            _algorithm = "MD5"
+        else:
+            _algorithm = algorithm.upper()
+        # lambdas assume digest modules are imported at the top level
+        if _algorithm == "MD5" or _algorithm == "MD5-SESS":
+
+            def md5_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.md5(x).hexdigest()
+
+            hash_utf8 = md5_utf8
+        elif _algorithm == "SHA":
+
+            def sha_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha1(x).hexdigest()
+
+            hash_utf8 = sha_utf8
+        elif _algorithm == "SHA-256":
+
+            def sha256_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha256(x).hexdigest()
+
+            hash_utf8 = sha256_utf8
+        elif _algorithm == "SHA-512":
+
+            def sha512_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha512(x).hexdigest()
+
+            hash_utf8 = sha512_utf8
+
+        KD = lambda s, d: hash_utf8(f"{s}:{d}")  # noqa:E731
+
+        if hash_utf8 is None:
+            return None
+
+        # XXX not implemented yet
+        entdig = None
+        p_parsed = urlparse(url)
+        #: path is request-uri defined in RFC 2616 which should not be empty
+        path = p_parsed.path or "/"
+        if p_parsed.query:
+            path += f"?{p_parsed.query}"
+
+        A1 = f"{self.username}:{realm}:{self.password}"
+        A2 = f"{method}:{path}"
+
+        HA1 = hash_utf8(A1)
+        HA2 = hash_utf8(A2)
+
+        if nonce == self._thread_local.last_nonce:
+            self._thread_local.nonce_count += 1
+        else:
+            self._thread_local.nonce_count = 1
+        ncvalue = f"{self._thread_local.nonce_count:08x}"
+        s = str(self._thread_local.nonce_count).encode("utf-8")
+        s += nonce.encode("utf-8")
+        s += time.ctime().encode("utf-8")
+        s += os.urandom(8)
+
+        cnonce = hashlib.sha1(s).hexdigest()[:16]
+        if _algorithm == "MD5-SESS":
+            HA1 = hash_utf8(f"{HA1}:{nonce}:{cnonce}")
+
+        if not qop:
+            respdig = KD(HA1, f"{nonce}:{HA2}")
+        elif qop == "auth" or "auth" in qop.split(","):
+            noncebit = f"{nonce}:{ncvalue}:{cnonce}:auth:{HA2}"
+            respdig = KD(HA1, noncebit)
+        else:
+            # XXX handle auth-int.
+            return None
+
+        self._thread_local.last_nonce = nonce
+
+        # XXX should the partial digests be encoded too?
+        base = (
+            f'username="{self.username}", realm="{realm}", nonce="{nonce}", '
+            f'uri="{path}", response="{respdig}"'
+        )
+        if opaque:
+            base += f', opaque="{opaque}"'
+        if algorithm:
+            base += f', algorithm="{algorithm}"'
+        if entdig:
+            base += f', digest="{entdig}"'
+        if qop:
+            base += f', qop="auth", nc={ncvalue}, cnonce="{cnonce}"'
+
+        return f"Digest {base}"
+
+    def handle_redirect(self, r, **kwargs):
+        """Reset num_401_calls counter on redirects."""
+        if r.is_redirect:
+            self._thread_local.num_401_calls = 1
+
+    def handle_401(self, r, **kwargs):
+        """
+        Takes the given response and tries digest-auth, if needed.
+
+        :rtype: requests.Response
+        """
+
+        # If response is not 4xx, do not auth
+        # See https://github.com/psf/requests/issues/3772
+        if not 400 <= r.status_code < 500:
+            self._thread_local.num_401_calls = 1
+            return r
+
+        if self._thread_local.pos is not None:
+            # Rewind the file position indicator of the body to where
+            # it was to resend the request.
+            r.request.body.seek(self._thread_local.pos)
+        s_auth = r.headers.get("www-authenticate", "")
+
+        if "digest" in s_auth.lower() and self._thread_local.num_401_calls < 2:
+            self._thread_local.num_401_calls += 1
+            pat = re.compile(r"digest ", flags=re.IGNORECASE)
+            self._thread_local.chal = parse_dict_header(pat.sub("", s_auth, count=1))
+
+            # Consume content and release the original connection
+            # to allow our new request to reuse the same one.
+            r.content
+            r.close()
+            prep = r.request.copy()
+            extract_cookies_to_jar(prep._cookies, r.request, r.raw)
+            prep.prepare_cookies(prep._cookies)
+
+            prep.headers["Authorization"] = self.build_digest_header(
+                prep.method, prep.url
+            )
+            _r = r.connection.send(prep, **kwargs)
+            _r.history.append(r)
+            _r.request = prep
+
+            return _r
+
+        self._thread_local.num_401_calls = 1
+        return r
+
+    def __call__(self, r):
+        # Initialize per-thread state, if needed
+        self.init_per_thread_state()
+        # If we have a saved nonce, skip the 401
+        if self._thread_local.last_nonce:
+            r.headers["Authorization"] = self.build_digest_header(r.method, r.url)
+        try:
+            self._thread_local.pos = r.body.tell()
+        except AttributeError:
+            # In the case of HTTPDigestAuth being reused and the body of
+            # the previous request was a file-like object, pos has the
+            # file position of the previous body. Ensure it's set to
+            # None.
+            self._thread_local.pos = None
+        r.register_hook("response", self.handle_401)
+        r.register_hook("response", self.handle_redirect)
+        self._thread_local.num_401_calls = 1
+
+        return r
+
+    def __eq__(self, other):
+        return all(
+            [
+                self.username == getattr(other, "username", None),
+                self.password == getattr(other, "password", None),
+            ]
+        )
+
+    def __ne__(self, other):
+        return not self == other
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
new file mode 100644
index 000000000..be422c3e9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
@@ -0,0 +1,17 @@
+#!/usr/bin/env python
+
+"""
+requests.certs
+~~~~~~~~~~~~~~
+
+This module returns the preferred default CA certificate bundle. There is
+only one — the one from the certifi package.
+
+If you are packaging Requests, e.g., for a Linux distribution or a managed
+environment, you can change the definition of where() to return a separately
+packaged CA bundle.
+"""
+from certifi import where
+
+if __name__ == "__main__":
+    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
new file mode 100644
index 000000000..095de1b6c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
@@ -0,0 +1,94 @@
+"""
+requests.compat
+~~~~~~~~~~~~~~~
+
+This module previously handled import compatibility issues
+between Python 2 and Python 3. It remains for backwards
+compatibility until the next major version.
+"""
+
+import importlib
+import sys
+
+# -------------------
+# Character Detection
+# -------------------
+
+
+def _resolve_char_detection():
+    """Find supported character detection libraries."""
+    chardet = None
+    for lib in ("chardet", "charset_normalizer"):
+        if chardet is None:
+            try:
+                chardet = importlib.import_module(lib)
+            except ImportError:
+                pass
+    return chardet
+
+
+chardet = _resolve_char_detection()
+
+# -------
+# Pythons
+# -------
+
+# Syntax sugar.
+_ver = sys.version_info
+
+#: Python 2.x?
+is_py2 = _ver[0] == 2
+
+#: Python 3.x?
+is_py3 = _ver[0] == 3
+
+# json/simplejson module import resolution
+has_simplejson = False
+try:
+    import simplejson as json
+
+    has_simplejson = True
+except ImportError:
+    import json
+
+if has_simplejson:
+    from simplejson import JSONDecodeError
+else:
+    from json import JSONDecodeError
+
+# Keep OrderedDict for backwards compatibility.
+from collections import OrderedDict
+from collections.abc import Callable, Mapping, MutableMapping
+from http import cookiejar as cookielib
+from http.cookies import Morsel
+from io import StringIO
+
+# --------------
+# Legacy Imports
+# --------------
+from urllib.parse import (
+    quote,
+    quote_plus,
+    unquote,
+    unquote_plus,
+    urldefrag,
+    urlencode,
+    urljoin,
+    urlparse,
+    urlsplit,
+    urlunparse,
+)
+from urllib.request import (
+    getproxies,
+    getproxies_environment,
+    parse_http_list,
+    proxy_bypass,
+    proxy_bypass_environment,
+)
+
+builtin_str = str
+str = str
+bytes = bytes
+basestring = (str, bytes)
+numeric_types = (int, float)
+integer_types = (int,)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
new file mode 100644
index 000000000..f69d0cda9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
@@ -0,0 +1,561 @@
+"""
+requests.cookies
+~~~~~~~~~~~~~~~~
+
+Compatibility code to be able to use `http.cookiejar.CookieJar` with requests.
+
+requests.utils imports from here, so be careful with imports.
+"""
+
+import calendar
+import copy
+import time
+
+from ._internal_utils import to_native_string
+from .compat import Morsel, MutableMapping, cookielib, urlparse, urlunparse
+
+try:
+    import threading
+except ImportError:
+    import dummy_threading as threading
+
+
+class MockRequest:
+    """Wraps a `requests.Request` to mimic a `urllib2.Request`.
+
+    The code in `http.cookiejar.CookieJar` expects this interface in order to correctly
+    manage cookie policies, i.e., determine whether a cookie can be set, given the
+    domains of the request and the cookie.
+
+    The original request object is read-only. The client is responsible for collecting
+    the new headers via `get_new_headers()` and interpreting them appropriately. You
+    probably want `get_cookie_header`, defined below.
+    """
+
+    def __init__(self, request):
+        self._r = request
+        self._new_headers = {}
+        self.type = urlparse(self._r.url).scheme
+
+    def get_type(self):
+        return self.type
+
+    def get_host(self):
+        return urlparse(self._r.url).netloc
+
+    def get_origin_req_host(self):
+        return self.get_host()
+
+    def get_full_url(self):
+        # Only return the response's URL if the user hadn't set the Host
+        # header
+        if not self._r.headers.get("Host"):
+            return self._r.url
+        # If they did set it, retrieve it and reconstruct the expected domain
+        host = to_native_string(self._r.headers["Host"], encoding="utf-8")
+        parsed = urlparse(self._r.url)
+        # Reconstruct the URL as we expect it
+        return urlunparse(
+            [
+                parsed.scheme,
+                host,
+                parsed.path,
+                parsed.params,
+                parsed.query,
+                parsed.fragment,
+            ]
+        )
+
+    def is_unverifiable(self):
+        return True
+
+    def has_header(self, name):
+        return name in self._r.headers or name in self._new_headers
+
+    def get_header(self, name, default=None):
+        return self._r.headers.get(name, self._new_headers.get(name, default))
+
+    def add_header(self, key, val):
+        """cookiejar has no legitimate use for this method; add it back if you find one."""
+        raise NotImplementedError(
+            "Cookie headers should be added with add_unredirected_header()"
+        )
+
+    def add_unredirected_header(self, name, value):
+        self._new_headers[name] = value
+
+    def get_new_headers(self):
+        return self._new_headers
+
+    @property
+    def unverifiable(self):
+        return self.is_unverifiable()
+
+    @property
+    def origin_req_host(self):
+        return self.get_origin_req_host()
+
+    @property
+    def host(self):
+        return self.get_host()
+
+
+class MockResponse:
+    """Wraps a `httplib.HTTPMessage` to mimic a `urllib.addinfourl`.
+
+    ...what? Basically, expose the parsed HTTP headers from the server response
+    the way `http.cookiejar` expects to see them.
+    """
+
+    def __init__(self, headers):
+        """Make a MockResponse for `cookiejar` to read.
+
+        :param headers: a httplib.HTTPMessage or analogous carrying the headers
+        """
+        self._headers = headers
+
+    def info(self):
+        return self._headers
+
+    def getheaders(self, name):
+        self._headers.getheaders(name)
+
+
+def extract_cookies_to_jar(jar, request, response):
+    """Extract the cookies from the response into a CookieJar.
+
+    :param jar: http.cookiejar.CookieJar (not necessarily a RequestsCookieJar)
+    :param request: our own requests.Request object
+    :param response: urllib3.HTTPResponse object
+    """
+    if not (hasattr(response, "_original_response") and response._original_response):
+        return
+    # the _original_response field is the wrapped httplib.HTTPResponse object,
+    req = MockRequest(request)
+    # pull out the HTTPMessage with the headers and put it in the mock:
+    res = MockResponse(response._original_response.msg)
+    jar.extract_cookies(res, req)
+
+
+def get_cookie_header(jar, request):
+    """
+    Produce an appropriate Cookie header string to be sent with `request`, or None.
+
+    :rtype: str
+    """
+    r = MockRequest(request)
+    jar.add_cookie_header(r)
+    return r.get_new_headers().get("Cookie")
+
+
+def remove_cookie_by_name(cookiejar, name, domain=None, path=None):
+    """Unsets a cookie by name, by default over all domains and paths.
+
+    Wraps CookieJar.clear(), is O(n).
+    """
+    clearables = []
+    for cookie in cookiejar:
+        if cookie.name != name:
+            continue
+        if domain is not None and domain != cookie.domain:
+            continue
+        if path is not None and path != cookie.path:
+            continue
+        clearables.append((cookie.domain, cookie.path, cookie.name))
+
+    for domain, path, name in clearables:
+        cookiejar.clear(domain, path, name)
+
+
+class CookieConflictError(RuntimeError):
+    """There are two cookies that meet the criteria specified in the cookie jar.
+    Use .get and .set and include domain and path args in order to be more specific.
+    """
+
+
+class RequestsCookieJar(cookielib.CookieJar, MutableMapping):
+    """Compatibility class; is a http.cookiejar.CookieJar, but exposes a dict
+    interface.
+
+    This is the CookieJar we create by default for requests and sessions that
+    don't specify one, since some clients may expect response.cookies and
+    session.cookies to support dict operations.
+
+    Requests does not use the dict interface internally; it's just for
+    compatibility with external client code. All requests code should work
+    out of the box with externally provided instances of ``CookieJar``, e.g.
+    ``LWPCookieJar`` and ``FileCookieJar``.
+
+    Unlike a regular CookieJar, this class is pickleable.
+
+    .. warning:: dictionary operations that are normally O(1) may be O(n).
+    """
+
+    def get(self, name, default=None, domain=None, path=None):
+        """Dict-like get() that also supports optional domain and path args in
+        order to resolve naming collisions from using one cookie jar over
+        multiple domains.
+
+        .. warning:: operation is O(n), not O(1).
+        """
+        try:
+            return self._find_no_duplicates(name, domain, path)
+        except KeyError:
+            return default
+
+    def set(self, name, value, **kwargs):
+        """Dict-like set() that also supports optional domain and path args in
+        order to resolve naming collisions from using one cookie jar over
+        multiple domains.
+        """
+        # support client code that unsets cookies by assignment of a None value:
+        if value is None:
+            remove_cookie_by_name(
+                self, name, domain=kwargs.get("domain"), path=kwargs.get("path")
+            )
+            return
+
+        if isinstance(value, Morsel):
+            c = morsel_to_cookie(value)
+        else:
+            c = create_cookie(name, value, **kwargs)
+        self.set_cookie(c)
+        return c
+
+    def iterkeys(self):
+        """Dict-like iterkeys() that returns an iterator of names of cookies
+        from the jar.
+
+        .. seealso:: itervalues() and iteritems().
+        """
+        for cookie in iter(self):
+            yield cookie.name
+
+    def keys(self):
+        """Dict-like keys() that returns a list of names of cookies from the
+        jar.
+
+        .. seealso:: values() and items().
+        """
+        return list(self.iterkeys())
+
+    def itervalues(self):
+        """Dict-like itervalues() that returns an iterator of values of cookies
+        from the jar.
+
+        .. seealso:: iterkeys() and iteritems().
+        """
+        for cookie in iter(self):
+            yield cookie.value
+
+    def values(self):
+        """Dict-like values() that returns a list of values of cookies from the
+        jar.
+
+        .. seealso:: keys() and items().
+        """
+        return list(self.itervalues())
+
+    def iteritems(self):
+        """Dict-like iteritems() that returns an iterator of name-value tuples
+        from the jar.
+
+        .. seealso:: iterkeys() and itervalues().
+        """
+        for cookie in iter(self):
+            yield cookie.name, cookie.value
+
+    def items(self):
+        """Dict-like items() that returns a list of name-value tuples from the
+        jar. Allows client-code to call ``dict(RequestsCookieJar)`` and get a
+        vanilla python dict of key value pairs.
+
+        .. seealso:: keys() and values().
+        """
+        return list(self.iteritems())
+
+    def list_domains(self):
+        """Utility method to list all the domains in the jar."""
+        domains = []
+        for cookie in iter(self):
+            if cookie.domain not in domains:
+                domains.append(cookie.domain)
+        return domains
+
+    def list_paths(self):
+        """Utility method to list all the paths in the jar."""
+        paths = []
+        for cookie in iter(self):
+            if cookie.path not in paths:
+                paths.append(cookie.path)
+        return paths
+
+    def multiple_domains(self):
+        """Returns True if there are multiple domains in the jar.
+        Returns False otherwise.
+
+        :rtype: bool
+        """
+        domains = []
+        for cookie in iter(self):
+            if cookie.domain is not None and cookie.domain in domains:
+                return True
+            domains.append(cookie.domain)
+        return False  # there is only one domain in jar
+
+    def get_dict(self, domain=None, path=None):
+        """Takes as an argument an optional domain and path and returns a plain
+        old Python dict of name-value pairs of cookies that meet the
+        requirements.
+
+        :rtype: dict
+        """
+        dictionary = {}
+        for cookie in iter(self):
+            if (domain is None or cookie.domain == domain) and (
+                path is None or cookie.path == path
+            ):
+                dictionary[cookie.name] = cookie.value
+        return dictionary
+
+    def __contains__(self, name):
+        try:
+            return super().__contains__(name)
+        except CookieConflictError:
+            return True
+
+    def __getitem__(self, name):
+        """Dict-like __getitem__() for compatibility with client code. Throws
+        exception if there are more than one cookie with name. In that case,
+        use the more explicit get() method instead.
+
+        .. warning:: operation is O(n), not O(1).
+        """
+        return self._find_no_duplicates(name)
+
+    def __setitem__(self, name, value):
+        """Dict-like __setitem__ for compatibility with client code. Throws
+        exception if there is already a cookie of that name in the jar. In that
+        case, use the more explicit set() method instead.
+        """
+        self.set(name, value)
+
+    def __delitem__(self, name):
+        """Deletes a cookie given a name. Wraps ``http.cookiejar.CookieJar``'s
+        ``remove_cookie_by_name()``.
+        """
+        remove_cookie_by_name(self, name)
+
+    def set_cookie(self, cookie, *args, **kwargs):
+        if (
+            hasattr(cookie.value, "startswith")
+            and cookie.value.startswith('"')
+            and cookie.value.endswith('"')
+        ):
+            cookie.value = cookie.value.replace('\\"', "")
+        return super().set_cookie(cookie, *args, **kwargs)
+
+    def update(self, other):
+        """Updates this jar with cookies from another CookieJar or dict-like"""
+        if isinstance(other, cookielib.CookieJar):
+            for cookie in other:
+                self.set_cookie(copy.copy(cookie))
+        else:
+            super().update(other)
+
+    def _find(self, name, domain=None, path=None):
+        """Requests uses this method internally to get cookie values.
+
+        If there are conflicting cookies, _find arbitrarily chooses one.
+        See _find_no_duplicates if you want an exception thrown if there are
+        conflicting cookies.
+
+        :param name: a string containing name of cookie
+        :param domain: (optional) string containing domain of cookie
+        :param path: (optional) string containing path of cookie
+        :return: cookie.value
+        """
+        for cookie in iter(self):
+            if cookie.name == name:
+                if domain is None or cookie.domain == domain:
+                    if path is None or cookie.path == path:
+                        return cookie.value
+
+        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
+
+    def _find_no_duplicates(self, name, domain=None, path=None):
+        """Both ``__get_item__`` and ``get`` call this function: it's never
+        used elsewhere in Requests.
+
+        :param name: a string containing name of cookie
+        :param domain: (optional) string containing domain of cookie
+        :param path: (optional) string containing path of cookie
+        :raises KeyError: if cookie is not found
+        :raises CookieConflictError: if there are multiple cookies
+            that match name and optionally domain and path
+        :return: cookie.value
+        """
+        toReturn = None
+        for cookie in iter(self):
+            if cookie.name == name:
+                if domain is None or cookie.domain == domain:
+                    if path is None or cookie.path == path:
+                        if toReturn is not None:
+                            # if there are multiple cookies that meet passed in criteria
+                            raise CookieConflictError(
+                                f"There are multiple cookies with name, {name!r}"
+                            )
+                        # we will eventually return this as long as no cookie conflict
+                        toReturn = cookie.value
+
+        if toReturn:
+            return toReturn
+        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
+
+    def __getstate__(self):
+        """Unlike a normal CookieJar, this class is pickleable."""
+        state = self.__dict__.copy()
+        # remove the unpickleable RLock object
+        state.pop("_cookies_lock")
+        return state
+
+    def __setstate__(self, state):
+        """Unlike a normal CookieJar, this class is pickleable."""
+        self.__dict__.update(state)
+        if "_cookies_lock" not in self.__dict__:
+            self._cookies_lock = threading.RLock()
+
+    def copy(self):
+        """Return a copy of this RequestsCookieJar."""
+        new_cj = RequestsCookieJar()
+        new_cj.set_policy(self.get_policy())
+        new_cj.update(self)
+        return new_cj
+
+    def get_policy(self):
+        """Return the CookiePolicy instance used."""
+        return self._policy
+
+
+def _copy_cookie_jar(jar):
+    if jar is None:
+        return None
+
+    if hasattr(jar, "copy"):
+        # We're dealing with an instance of RequestsCookieJar
+        return jar.copy()
+    # We're dealing with a generic CookieJar instance
+    new_jar = copy.copy(jar)
+    new_jar.clear()
+    for cookie in jar:
+        new_jar.set_cookie(copy.copy(cookie))
+    return new_jar
+
+
+def create_cookie(name, value, **kwargs):
+    """Make a cookie from underspecified parameters.
+
+    By default, the pair of `name` and `value` will be set for the domain ''
+    and sent on every request (this is sometimes called a "supercookie").
+    """
+    result = {
+        "version": 0,
+        "name": name,
+        "value": value,
+        "port": None,
+        "domain": "",
+        "path": "/",
+        "secure": False,
+        "expires": None,
+        "discard": True,
+        "comment": None,
+        "comment_url": None,
+        "rest": {"HttpOnly": None},
+        "rfc2109": False,
+    }
+
+    badargs = set(kwargs) - set(result)
+    if badargs:
+        raise TypeError(
+            f"create_cookie() got unexpected keyword arguments: {list(badargs)}"
+        )
+
+    result.update(kwargs)
+    result["port_specified"] = bool(result["port"])
+    result["domain_specified"] = bool(result["domain"])
+    result["domain_initial_dot"] = result["domain"].startswith(".")
+    result["path_specified"] = bool(result["path"])
+
+    return cookielib.Cookie(**result)
+
+
+def morsel_to_cookie(morsel):
+    """Convert a Morsel object into a Cookie containing the one k/v pair."""
+
+    expires = None
+    if morsel["max-age"]:
+        try:
+            expires = int(time.time() + int(morsel["max-age"]))
+        except ValueError:
+            raise TypeError(f"max-age: {morsel['max-age']} must be integer")
+    elif morsel["expires"]:
+        time_template = "%a, %d-%b-%Y %H:%M:%S GMT"
+        expires = calendar.timegm(time.strptime(morsel["expires"], time_template))
+    return create_cookie(
+        comment=morsel["comment"],
+        comment_url=bool(morsel["comment"]),
+        discard=False,
+        domain=morsel["domain"],
+        expires=expires,
+        name=morsel.key,
+        path=morsel["path"],
+        port=None,
+        rest={"HttpOnly": morsel["httponly"]},
+        rfc2109=False,
+        secure=bool(morsel["secure"]),
+        value=morsel.value,
+        version=morsel["version"] or 0,
+    )
+
+
+def cookiejar_from_dict(cookie_dict, cookiejar=None, overwrite=True):
+    """Returns a CookieJar from a key/value dictionary.
+
+    :param cookie_dict: Dict of key/values to insert into CookieJar.
+    :param cookiejar: (optional) A cookiejar to add the cookies to.
+    :param overwrite: (optional) If False, will not replace cookies
+        already in the jar with new ones.
+    :rtype: CookieJar
+    """
+    if cookiejar is None:
+        cookiejar = RequestsCookieJar()
+
+    if cookie_dict is not None:
+        names_from_jar = [cookie.name for cookie in cookiejar]
+        for name in cookie_dict:
+            if overwrite or (name not in names_from_jar):
+                cookiejar.set_cookie(create_cookie(name, cookie_dict[name]))
+
+    return cookiejar
+
+
+def merge_cookies(cookiejar, cookies):
+    """Add cookies to cookiejar and returns a merged CookieJar.
+
+    :param cookiejar: CookieJar object to add the cookies to.
+    :param cookies: Dictionary or CookieJar object to be added.
+    :rtype: CookieJar
+    """
+    if not isinstance(cookiejar, cookielib.CookieJar):
+        raise ValueError("You can only merge into CookieJar")
+
+    if isinstance(cookies, dict):
+        cookiejar = cookiejar_from_dict(cookies, cookiejar=cookiejar, overwrite=False)
+    elif isinstance(cookies, cookielib.CookieJar):
+        try:
+            cookiejar.update(cookies)
+        except AttributeError:
+            for cookie_in_jar in cookies:
+                cookiejar.set_cookie(cookie_in_jar)
+
+    return cookiejar
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
new file mode 100644
index 000000000..83986b489
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
@@ -0,0 +1,151 @@
+"""
+requests.exceptions
+~~~~~~~~~~~~~~~~~~~
+
+This module contains the set of Requests' exceptions.
+"""
+from urllib3.exceptions import HTTPError as BaseHTTPError
+
+from .compat import JSONDecodeError as CompatJSONDecodeError
+
+
+class RequestException(IOError):
+    """There was an ambiguous exception that occurred while handling your
+    request.
+    """
+
+    def __init__(self, *args, **kwargs):
+        """Initialize RequestException with `request` and `response` objects."""
+        response = kwargs.pop("response", None)
+        self.response = response
+        self.request = kwargs.pop("request", None)
+        if response is not None and not self.request and hasattr(response, "request"):
+            self.request = self.response.request
+        super().__init__(*args, **kwargs)
+
+
+class InvalidJSONError(RequestException):
+    """A JSON error occurred."""
+
+
+class JSONDecodeError(InvalidJSONError, CompatJSONDecodeError):
+    """Couldn't decode the text into json"""
+
+    def __init__(self, *args, **kwargs):
+        """
+        Construct the JSONDecodeError instance first with all
+        args. Then use it's args to construct the IOError so that
+        the json specific args aren't used as IOError specific args
+        and the error message from JSONDecodeError is preserved.
+        """
+        CompatJSONDecodeError.__init__(self, *args)
+        InvalidJSONError.__init__(self, *self.args, **kwargs)
+
+    def __reduce__(self):
+        """
+        The __reduce__ method called when pickling the object must
+        be the one from the JSONDecodeError (be it json/simplejson)
+        as it expects all the arguments for instantiation, not just
+        one like the IOError, and the MRO would by default call the
+        __reduce__ method from the IOError due to the inheritance order.
+        """
+        return CompatJSONDecodeError.__reduce__(self)
+
+
+class HTTPError(RequestException):
+    """An HTTP error occurred."""
+
+
+class ConnectionError(RequestException):
+    """A Connection error occurred."""
+
+
+class ProxyError(ConnectionError):
+    """A proxy error occurred."""
+
+
+class SSLError(ConnectionError):
+    """An SSL error occurred."""
+
+
+class Timeout(RequestException):
+    """The request timed out.
+
+    Catching this error will catch both
+    :exc:`~requests.exceptions.ConnectTimeout` and
+    :exc:`~requests.exceptions.ReadTimeout` errors.
+    """
+
+
+class ConnectTimeout(ConnectionError, Timeout):
+    """The request timed out while trying to connect to the remote server.
+
+    Requests that produced this error are safe to retry.
+    """
+
+
+class ReadTimeout(Timeout):
+    """The server did not send any data in the allotted amount of time."""
+
+
+class URLRequired(RequestException):
+    """A valid URL is required to make a request."""
+
+
+class TooManyRedirects(RequestException):
+    """Too many redirects."""
+
+
+class MissingSchema(RequestException, ValueError):
+    """The URL scheme (e.g. http or https) is missing."""
+
+
+class InvalidSchema(RequestException, ValueError):
+    """The URL scheme provided is either invalid or unsupported."""
+
+
+class InvalidURL(RequestException, ValueError):
+    """The URL provided was somehow invalid."""
+
+
+class InvalidHeader(RequestException, ValueError):
+    """The header value provided was somehow invalid."""
+
+
+class InvalidProxyURL(InvalidURL):
+    """The proxy URL provided is invalid."""
+
+
+class ChunkedEncodingError(RequestException):
+    """The server declared chunked encoding but sent an invalid chunk."""
+
+
+class ContentDecodingError(RequestException, BaseHTTPError):
+    """Failed to decode response content."""
+
+
+class StreamConsumedError(RequestException, TypeError):
+    """The content for this response was already consumed."""
+
+
+class RetryError(RequestException):
+    """Custom retries logic failed"""
+
+
+class UnrewindableBodyError(RequestException):
+    """Requests encountered an error when trying to rewind a body."""
+
+
+# Warnings
+
+
+class RequestsWarning(Warning):
+    """Base warning for Requests."""
+
+
+class FileModeWarning(RequestsWarning, DeprecationWarning):
+    """A file was opened in text mode, but Requests determined its binary length."""
+
+
+class RequestsDependencyWarning(RequestsWarning):
+    """An imported dependency doesn't match the expected version range."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
new file mode 100644
index 000000000..8fbcd6560
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
@@ -0,0 +1,134 @@
+"""Module containing bug report helper(s)."""
+
+import json
+import platform
+import ssl
+import sys
+
+import idna
+import urllib3
+
+from . import __version__ as requests_version
+
+try:
+    import charset_normalizer
+except ImportError:
+    charset_normalizer = None
+
+try:
+    import chardet
+except ImportError:
+    chardet = None
+
+try:
+    from urllib3.contrib import pyopenssl
+except ImportError:
+    pyopenssl = None
+    OpenSSL = None
+    cryptography = None
+else:
+    import cryptography
+    import OpenSSL
+
+
+def _implementation():
+    """Return a dict with the Python implementation and version.
+
+    Provide both the name and the version of the Python implementation
+    currently running. For example, on CPython 3.10.3 it will return
+    {'name': 'CPython', 'version': '3.10.3'}.
+
+    This function works best on CPython and PyPy: in particular, it probably
+    doesn't work for Jython or IronPython. Future investigation should be done
+    to work out the correct shape of the code for those platforms.
+    """
+    implementation = platform.python_implementation()
+
+    if implementation == "CPython":
+        implementation_version = platform.python_version()
+    elif implementation == "PyPy":
+        implementation_version = "{}.{}.{}".format(
+            sys.pypy_version_info.major,
+            sys.pypy_version_info.minor,
+            sys.pypy_version_info.micro,
+        )
+        if sys.pypy_version_info.releaselevel != "final":
+            implementation_version = "".join(
+                [implementation_version, sys.pypy_version_info.releaselevel]
+            )
+    elif implementation == "Jython":
+        implementation_version = platform.python_version()  # Complete Guess
+    elif implementation == "IronPython":
+        implementation_version = platform.python_version()  # Complete Guess
+    else:
+        implementation_version = "Unknown"
+
+    return {"name": implementation, "version": implementation_version}
+
+
+def info():
+    """Generate information for a bug report."""
+    try:
+        platform_info = {
+            "system": platform.system(),
+            "release": platform.release(),
+        }
+    except OSError:
+        platform_info = {
+            "system": "Unknown",
+            "release": "Unknown",
+        }
+
+    implementation_info = _implementation()
+    urllib3_info = {"version": urllib3.__version__}
+    charset_normalizer_info = {"version": None}
+    chardet_info = {"version": None}
+    if charset_normalizer:
+        charset_normalizer_info = {"version": charset_normalizer.__version__}
+    if chardet:
+        chardet_info = {"version": chardet.__version__}
+
+    pyopenssl_info = {
+        "version": None,
+        "openssl_version": "",
+    }
+    if OpenSSL:
+        pyopenssl_info = {
+            "version": OpenSSL.__version__,
+            "openssl_version": f"{OpenSSL.SSL.OPENSSL_VERSION_NUMBER:x}",
+        }
+    cryptography_info = {
+        "version": getattr(cryptography, "__version__", ""),
+    }
+    idna_info = {
+        "version": getattr(idna, "__version__", ""),
+    }
+
+    system_ssl = ssl.OPENSSL_VERSION_NUMBER
+    system_ssl_info = {"version": f"{system_ssl:x}" if system_ssl is not None else ""}
+
+    return {
+        "platform": platform_info,
+        "implementation": implementation_info,
+        "system_ssl": system_ssl_info,
+        "using_pyopenssl": pyopenssl is not None,
+        "using_charset_normalizer": chardet is None,
+        "pyOpenSSL": pyopenssl_info,
+        "urllib3": urllib3_info,
+        "chardet": chardet_info,
+        "charset_normalizer": charset_normalizer_info,
+        "cryptography": cryptography_info,
+        "idna": idna_info,
+        "requests": {
+            "version": requests_version,
+        },
+    }
+
+
+def main():
+    """Pretty-print the bug information as JSON."""
+    print(json.dumps(info(), sort_keys=True, indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
new file mode 100644
index 000000000..d181ba2ec
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
@@ -0,0 +1,33 @@
+"""
+requests.hooks
+~~~~~~~~~~~~~~
+
+This module provides the capabilities for the Requests hooks system.
+
+Available hooks:
+
+``response``:
+    The response generated from a Request.
+"""
+HOOKS = ["response"]
+
+
+def default_hooks():
+    return {event: [] for event in HOOKS}
+
+
+# TODO: response is the only one
+
+
+def dispatch_hook(key, hooks, hook_data, **kwargs):
+    """Dispatches a hook dictionary on a given piece of data."""
+    hooks = hooks or {}
+    hooks = hooks.get(key)
+    if hooks:
+        if hasattr(hooks, "__call__"):
+            hooks = [hooks]
+        for hook in hooks:
+            _hook_data = hook(hook_data, **kwargs)
+            if _hook_data is not None:
+                hook_data = _hook_data
+    return hook_data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
new file mode 100644
index 000000000..8f56ca7d2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
@@ -0,0 +1,1037 @@
+"""
+requests.models
+~~~~~~~~~~~~~~~
+
+This module contains the primary objects that power Requests.
+"""
+
+import datetime
+
+# Import encoding now, to avoid implicit import later.
+# Implicit import within threads may cause LookupError when standard library is in a ZIP,
+# such as in Embedded Python. See https://github.com/psf/requests/issues/3578.
+import encodings.idna  # noqa: F401
+from io import UnsupportedOperation
+
+from urllib3.exceptions import (
+    DecodeError,
+    LocationParseError,
+    ProtocolError,
+    ReadTimeoutError,
+    SSLError,
+)
+from urllib3.fields import RequestField
+from urllib3.filepost import encode_multipart_formdata
+from urllib3.util import parse_url
+
+from ._internal_utils import to_native_string, unicode_is_ascii
+from .auth import HTTPBasicAuth
+from .compat import (
+    Callable,
+    JSONDecodeError,
+    Mapping,
+    basestring,
+    builtin_str,
+    chardet,
+    cookielib,
+)
+from .compat import json as complexjson
+from .compat import urlencode, urlsplit, urlunparse
+from .cookies import _copy_cookie_jar, cookiejar_from_dict, get_cookie_header
+from .exceptions import (
+    ChunkedEncodingError,
+    ConnectionError,
+    ContentDecodingError,
+    HTTPError,
+    InvalidJSONError,
+    InvalidURL,
+)
+from .exceptions import JSONDecodeError as RequestsJSONDecodeError
+from .exceptions import MissingSchema
+from .exceptions import SSLError as RequestsSSLError
+from .exceptions import StreamConsumedError
+from .hooks import default_hooks
+from .status_codes import codes
+from .structures import CaseInsensitiveDict
+from .utils import (
+    check_header_validity,
+    get_auth_from_url,
+    guess_filename,
+    guess_json_utf,
+    iter_slices,
+    parse_header_links,
+    requote_uri,
+    stream_decode_response_unicode,
+    super_len,
+    to_key_val_list,
+)
+
+#: The set of HTTP status codes that indicate an automatically
+#: processable redirect.
+REDIRECT_STATI = (
+    codes.moved,  # 301
+    codes.found,  # 302
+    codes.other,  # 303
+    codes.temporary_redirect,  # 307
+    codes.permanent_redirect,  # 308
+)
+
+DEFAULT_REDIRECT_LIMIT = 30
+CONTENT_CHUNK_SIZE = 10 * 1024
+ITER_CHUNK_SIZE = 512
+
+
+class RequestEncodingMixin:
+    @property
+    def path_url(self):
+        """Build the path URL to use."""
+
+        url = []
+
+        p = urlsplit(self.url)
+
+        path = p.path
+        if not path:
+            path = "/"
+
+        url.append(path)
+
+        query = p.query
+        if query:
+            url.append("?")
+            url.append(query)
+
+        return "".join(url)
+
+    @staticmethod
+    def _encode_params(data):
+        """Encode parameters in a piece of data.
+
+        Will successfully encode parameters when passed as a dict or a list of
+        2-tuples. Order is retained if data is a list of 2-tuples but arbitrary
+        if parameters are supplied as a dict.
+        """
+
+        if isinstance(data, (str, bytes)):
+            return data
+        elif hasattr(data, "read"):
+            return data
+        elif hasattr(data, "__iter__"):
+            result = []
+            for k, vs in to_key_val_list(data):
+                if isinstance(vs, basestring) or not hasattr(vs, "__iter__"):
+                    vs = [vs]
+                for v in vs:
+                    if v is not None:
+                        result.append(
+                            (
+                                k.encode("utf-8") if isinstance(k, str) else k,
+                                v.encode("utf-8") if isinstance(v, str) else v,
+                            )
+                        )
+            return urlencode(result, doseq=True)
+        else:
+            return data
+
+    @staticmethod
+    def _encode_files(files, data):
+        """Build the body for a multipart/form-data request.
+
+        Will successfully encode files when passed as a dict or a list of
+        tuples. Order is retained if data is a list of tuples but arbitrary
+        if parameters are supplied as a dict.
+        The tuples may be 2-tuples (filename, fileobj), 3-tuples (filename, fileobj, contentype)
+        or 4-tuples (filename, fileobj, contentype, custom_headers).
+        """
+        if not files:
+            raise ValueError("Files must be provided.")
+        elif isinstance(data, basestring):
+            raise ValueError("Data must not be a string.")
+
+        new_fields = []
+        fields = to_key_val_list(data or {})
+        files = to_key_val_list(files or {})
+
+        for field, val in fields:
+            if isinstance(val, basestring) or not hasattr(val, "__iter__"):
+                val = [val]
+            for v in val:
+                if v is not None:
+                    # Don't call str() on bytestrings: in Py3 it all goes wrong.
+                    if not isinstance(v, bytes):
+                        v = str(v)
+
+                    new_fields.append(
+                        (
+                            field.decode("utf-8")
+                            if isinstance(field, bytes)
+                            else field,
+                            v.encode("utf-8") if isinstance(v, str) else v,
+                        )
+                    )
+
+        for k, v in files:
+            # support for explicit filename
+            ft = None
+            fh = None
+            if isinstance(v, (tuple, list)):
+                if len(v) == 2:
+                    fn, fp = v
+                elif len(v) == 3:
+                    fn, fp, ft = v
+                else:
+                    fn, fp, ft, fh = v
+            else:
+                fn = guess_filename(v) or k
+                fp = v
+
+            if isinstance(fp, (str, bytes, bytearray)):
+                fdata = fp
+            elif hasattr(fp, "read"):
+                fdata = fp.read()
+            elif fp is None:
+                continue
+            else:
+                fdata = fp
+
+            rf = RequestField(name=k, data=fdata, filename=fn, headers=fh)
+            rf.make_multipart(content_type=ft)
+            new_fields.append(rf)
+
+        body, content_type = encode_multipart_formdata(new_fields)
+
+        return body, content_type
+
+
+class RequestHooksMixin:
+    def register_hook(self, event, hook):
+        """Properly register a hook."""
+
+        if event not in self.hooks:
+            raise ValueError(f'Unsupported event specified, with event name "{event}"')
+
+        if isinstance(hook, Callable):
+            self.hooks[event].append(hook)
+        elif hasattr(hook, "__iter__"):
+            self.hooks[event].extend(h for h in hook if isinstance(h, Callable))
+
+    def deregister_hook(self, event, hook):
+        """Deregister a previously registered hook.
+        Returns True if the hook existed, False if not.
+        """
+
+        try:
+            self.hooks[event].remove(hook)
+            return True
+        except ValueError:
+            return False
+
+
+class Request(RequestHooksMixin):
+    """A user-created :class:`Request <Request>` object.
+
+    Used to prepare a :class:`PreparedRequest <PreparedRequest>`, which is sent to the server.
+
+    :param method: HTTP method to use.
+    :param url: URL to send.
+    :param headers: dictionary of headers to send.
+    :param files: dictionary of {filename: fileobject} files to multipart upload.
+    :param data: the body to attach to the request. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param json: json for the body to attach to the request (if files or data is not specified).
+    :param params: URL parameters to append to the URL. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param auth: Auth handler or (user, pass) tuple.
+    :param cookies: dictionary or CookieJar of cookies to attach to this request.
+    :param hooks: dictionary of callback hooks, for internal usage.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> req.prepare()
+      <PreparedRequest [GET]>
+    """
+
+    def __init__(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+        # Default empty dicts for dict params.
+        data = [] if data is None else data
+        files = [] if files is None else files
+        headers = {} if headers is None else headers
+        params = {} if params is None else params
+        hooks = {} if hooks is None else hooks
+
+        self.hooks = default_hooks()
+        for k, v in list(hooks.items()):
+            self.register_hook(event=k, hook=v)
+
+        self.method = method
+        self.url = url
+        self.headers = headers
+        self.files = files
+        self.data = data
+        self.json = json
+        self.params = params
+        self.auth = auth
+        self.cookies = cookies
+
+    def __repr__(self):
+        return f"<Request [{self.method}]>"
+
+    def prepare(self):
+        """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it."""
+        p = PreparedRequest()
+        p.prepare(
+            method=self.method,
+            url=self.url,
+            headers=self.headers,
+            files=self.files,
+            data=self.data,
+            json=self.json,
+            params=self.params,
+            auth=self.auth,
+            cookies=self.cookies,
+            hooks=self.hooks,
+        )
+        return p
+
+
+class PreparedRequest(RequestEncodingMixin, RequestHooksMixin):
+    """The fully mutable :class:`PreparedRequest <PreparedRequest>` object,
+    containing the exact bytes that will be sent to the server.
+
+    Instances are generated from a :class:`Request <Request>` object, and
+    should not be instantiated manually; doing so may produce undesirable
+    effects.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> r = req.prepare()
+      >>> r
+      <PreparedRequest [GET]>
+
+      >>> s = requests.Session()
+      >>> s.send(r)
+      <Response [200]>
+    """
+
+    def __init__(self):
+        #: HTTP verb to send to the server.
+        self.method = None
+        #: HTTP URL to send the request to.
+        self.url = None
+        #: dictionary of HTTP headers.
+        self.headers = None
+        # The `CookieJar` used to create the Cookie header will be stored here
+        # after prepare_cookies is called
+        self._cookies = None
+        #: request body to send to the server.
+        self.body = None
+        #: dictionary of callback hooks, for internal usage.
+        self.hooks = default_hooks()
+        #: integer denoting starting position of a readable file-like body.
+        self._body_position = None
+
+    def prepare(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+        """Prepares the entire request with the given parameters."""
+
+        self.prepare_method(method)
+        self.prepare_url(url, params)
+        self.prepare_headers(headers)
+        self.prepare_cookies(cookies)
+        self.prepare_body(data, files, json)
+        self.prepare_auth(auth, url)
+
+        # Note that prepare_auth must be last to enable authentication schemes
+        # such as OAuth to work on a fully prepared request.
+
+        # This MUST go after prepare_auth. Authenticators could add a hook
+        self.prepare_hooks(hooks)
+
+    def __repr__(self):
+        return f"<PreparedRequest [{self.method}]>"
+
+    def copy(self):
+        p = PreparedRequest()
+        p.method = self.method
+        p.url = self.url
+        p.headers = self.headers.copy() if self.headers is not None else None
+        p._cookies = _copy_cookie_jar(self._cookies)
+        p.body = self.body
+        p.hooks = self.hooks
+        p._body_position = self._body_position
+        return p
+
+    def prepare_method(self, method):
+        """Prepares the given HTTP method."""
+        self.method = method
+        if self.method is not None:
+            self.method = to_native_string(self.method.upper())
+
+    @staticmethod
+    def _get_idna_encoded_host(host):
+        import idna
+
+        try:
+            host = idna.encode(host, uts46=True).decode("utf-8")
+        except idna.IDNAError:
+            raise UnicodeError
+        return host
+
+    def prepare_url(self, url, params):
+        """Prepares the given HTTP URL."""
+        #: Accept objects that have string representations.
+        #: We're unable to blindly call unicode/str functions
+        #: as this will include the bytestring indicator (b'')
+        #: on python 3.x.
+        #: https://github.com/psf/requests/pull/2238
+        if isinstance(url, bytes):
+            url = url.decode("utf8")
+        else:
+            url = str(url)
+
+        # Remove leading whitespaces from url
+        url = url.lstrip()
+
+        # Don't do any URL preparation for non-HTTP schemes like `mailto`,
+        # `data` etc to work around exceptions from `url_parse`, which
+        # handles RFC 3986 only.
+        if ":" in url and not url.lower().startswith("http"):
+            self.url = url
+            return
+
+        # Support for unicode domain names and paths.
+        try:
+            scheme, auth, host, port, path, query, fragment = parse_url(url)
+        except LocationParseError as e:
+            raise InvalidURL(*e.args)
+
+        if not scheme:
+            raise MissingSchema(
+                f"Invalid URL {url!r}: No scheme supplied. "
+                f"Perhaps you meant https://{url}?"
+            )
+
+        if not host:
+            raise InvalidURL(f"Invalid URL {url!r}: No host supplied")
+
+        # In general, we want to try IDNA encoding the hostname if the string contains
+        # non-ASCII characters. This allows users to automatically get the correct IDNA
+        # behaviour. For strings containing only ASCII characters, we need to also verify
+        # it doesn't start with a wildcard (*), before allowing the unencoded hostname.
+        if not unicode_is_ascii(host):
+            try:
+                host = self._get_idna_encoded_host(host)
+            except UnicodeError:
+                raise InvalidURL("URL has an invalid label.")
+        elif host.startswith(("*", ".")):
+            raise InvalidURL("URL has an invalid label.")
+
+        # Carefully reconstruct the network location
+        netloc = auth or ""
+        if netloc:
+            netloc += "@"
+        netloc += host
+        if port:
+            netloc += f":{port}"
+
+        # Bare domains aren't valid URLs.
+        if not path:
+            path = "/"
+
+        if isinstance(params, (str, bytes)):
+            params = to_native_string(params)
+
+        enc_params = self._encode_params(params)
+        if enc_params:
+            if query:
+                query = f"{query}&{enc_params}"
+            else:
+                query = enc_params
+
+        url = requote_uri(urlunparse([scheme, netloc, path, None, query, fragment]))
+        self.url = url
+
+    def prepare_headers(self, headers):
+        """Prepares the given HTTP headers."""
+
+        self.headers = CaseInsensitiveDict()
+        if headers:
+            for header in headers.items():
+                # Raise exception on invalid header value.
+                check_header_validity(header)
+                name, value = header
+                self.headers[to_native_string(name)] = value
+
+    def prepare_body(self, data, files, json=None):
+        """Prepares the given HTTP body data."""
+
+        # Check if file, fo, generator, iterator.
+        # If not, run through normal process.
+
+        # Nottin' on you.
+        body = None
+        content_type = None
+
+        if not data and json is not None:
+            # urllib3 requires a bytes-like body. Python 2's json.dumps
+            # provides this natively, but Python 3 gives a Unicode string.
+            content_type = "application/json"
+
+            try:
+                body = complexjson.dumps(json, allow_nan=False)
+            except ValueError as ve:
+                raise InvalidJSONError(ve, request=self)
+
+            if not isinstance(body, bytes):
+                body = body.encode("utf-8")
+
+        is_stream = all(
+            [
+                hasattr(data, "__iter__"),
+                not isinstance(data, (basestring, list, tuple, Mapping)),
+            ]
+        )
+
+        if is_stream:
+            try:
+                length = super_len(data)
+            except (TypeError, AttributeError, UnsupportedOperation):
+                length = None
+
+            body = data
+
+            if getattr(body, "tell", None) is not None:
+                # Record the current file position before reading.
+                # This will allow us to rewind a file in the event
+                # of a redirect.
+                try:
+                    self._body_position = body.tell()
+                except OSError:
+                    # This differentiates from None, allowing us to catch
+                    # a failed `tell()` later when trying to rewind the body
+                    self._body_position = object()
+
+            if files:
+                raise NotImplementedError(
+                    "Streamed bodies and files are mutually exclusive."
+                )
+
+            if length:
+                self.headers["Content-Length"] = builtin_str(length)
+            else:
+                self.headers["Transfer-Encoding"] = "chunked"
+        else:
+            # Multi-part file uploads.
+            if files:
+                (body, content_type) = self._encode_files(files, data)
+            else:
+                if data:
+                    body = self._encode_params(data)
+                    if isinstance(data, basestring) or hasattr(data, "read"):
+                        content_type = None
+                    else:
+                        content_type = "application/x-www-form-urlencoded"
+
+            self.prepare_content_length(body)
+
+            # Add content-type if it wasn't explicitly provided.
+            if content_type and ("content-type" not in self.headers):
+                self.headers["Content-Type"] = content_type
+
+        self.body = body
+
+    def prepare_content_length(self, body):
+        """Prepare Content-Length header based on request method and body"""
+        if body is not None:
+            length = super_len(body)
+            if length:
+                # If length exists, set it. Otherwise, we fallback
+                # to Transfer-Encoding: chunked.
+                self.headers["Content-Length"] = builtin_str(length)
+        elif (
+            self.method not in ("GET", "HEAD")
+            and self.headers.get("Content-Length") is None
+        ):
+            # Set Content-Length to 0 for methods that can have a body
+            # but don't provide one. (i.e. not GET or HEAD)
+            self.headers["Content-Length"] = "0"
+
+    def prepare_auth(self, auth, url=""):
+        """Prepares the given HTTP auth data."""
+
+        # If no Auth is explicitly provided, extract it from the URL first.
+        if auth is None:
+            url_auth = get_auth_from_url(self.url)
+            auth = url_auth if any(url_auth) else None
+
+        if auth:
+            if isinstance(auth, tuple) and len(auth) == 2:
+                # special-case basic HTTP auth
+                auth = HTTPBasicAuth(*auth)
+
+            # Allow auth to make its changes.
+            r = auth(self)
+
+            # Update self to reflect the auth changes.
+            self.__dict__.update(r.__dict__)
+
+            # Recompute Content-Length
+            self.prepare_content_length(self.body)
+
+    def prepare_cookies(self, cookies):
+        """Prepares the given HTTP cookie data.
+
+        This function eventually generates a ``Cookie`` header from the
+        given cookies using cookielib. Due to cookielib's design, the header
+        will not be regenerated if it already exists, meaning this function
+        can only be called once for the life of the
+        :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls
+        to ``prepare_cookies`` will have no actual effect, unless the "Cookie"
+        header is removed beforehand.
+        """
+        if isinstance(cookies, cookielib.CookieJar):
+            self._cookies = cookies
+        else:
+            self._cookies = cookiejar_from_dict(cookies)
+
+        cookie_header = get_cookie_header(self._cookies, self)
+        if cookie_header is not None:
+            self.headers["Cookie"] = cookie_header
+
+    def prepare_hooks(self, hooks):
+        """Prepares the given hooks."""
+        # hooks can be passed as None to the prepare method and to this
+        # method. To prevent iterating over None, simply use an empty list
+        # if hooks is False-y
+        hooks = hooks or []
+        for event in hooks:
+            self.register_hook(event, hooks[event])
+
+
+class Response:
+    """The :class:`Response <Response>` object, which contains a
+    server's response to an HTTP request.
+    """
+
+    __attrs__ = [
+        "_content",
+        "status_code",
+        "headers",
+        "url",
+        "history",
+        "encoding",
+        "reason",
+        "cookies",
+        "elapsed",
+        "request",
+    ]
+
+    def __init__(self):
+        self._content = False
+        self._content_consumed = False
+        self._next = None
+
+        #: Integer Code of responded HTTP Status, e.g. 404 or 200.
+        self.status_code = None
+
+        #: Case-insensitive Dictionary of Response Headers.
+        #: For example, ``headers['content-encoding']`` will return the
+        #: value of a ``'Content-Encoding'`` response header.
+        self.headers = CaseInsensitiveDict()
+
+        #: File-like object representation of response (for advanced usage).
+        #: Use of ``raw`` requires that ``stream=True`` be set on the request.
+        #: This requirement does not apply for use internally to Requests.
+        self.raw = None
+
+        #: Final URL location of Response.
+        self.url = None
+
+        #: Encoding to decode with when accessing r.text.
+        self.encoding = None
+
+        #: A list of :class:`Response <Response>` objects from
+        #: the history of the Request. Any redirect responses will end
+        #: up here. The list is sorted from the oldest to the most recent request.
+        self.history = []
+
+        #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK".
+        self.reason = None
+
+        #: A CookieJar of Cookies the server sent back.
+        self.cookies = cookiejar_from_dict({})
+
+        #: The amount of time elapsed between sending the request
+        #: and the arrival of the response (as a timedelta).
+        #: This property specifically measures the time taken between sending
+        #: the first byte of the request and finishing parsing the headers. It
+        #: is therefore unaffected by consuming the response content or the
+        #: value of the ``stream`` keyword argument.
+        self.elapsed = datetime.timedelta(0)
+
+        #: The :class:`PreparedRequest <PreparedRequest>` object to which this
+        #: is a response.
+        self.request = None
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self.close()
+
+    def __getstate__(self):
+        # Consume everything; accessing the content attribute makes
+        # sure the content has been fully read.
+        if not self._content_consumed:
+            self.content
+
+        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
+
+    def __setstate__(self, state):
+        for name, value in state.items():
+            setattr(self, name, value)
+
+        # pickled objects do not have .raw
+        setattr(self, "_content_consumed", True)
+        setattr(self, "raw", None)
+
+    def __repr__(self):
+        return f"<Response [{self.status_code}]>"
+
+    def __bool__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __nonzero__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __iter__(self):
+        """Allows you to use a response as an iterator."""
+        return self.iter_content(128)
+
+    @property
+    def ok(self):
+        """Returns True if :attr:`status_code` is less than 400, False if not.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        try:
+            self.raise_for_status()
+        except HTTPError:
+            return False
+        return True
+
+    @property
+    def is_redirect(self):
+        """True if this Response is a well-formed HTTP redirect that could have
+        been processed automatically (by :meth:`Session.resolve_redirects`).
+        """
+        return "location" in self.headers and self.status_code in REDIRECT_STATI
+
+    @property
+    def is_permanent_redirect(self):
+        """True if this Response one of the permanent versions of redirect."""
+        return "location" in self.headers and self.status_code in (
+            codes.moved_permanently,
+            codes.permanent_redirect,
+        )
+
+    @property
+    def next(self):
+        """Returns a PreparedRequest for the next request in a redirect chain, if there is one."""
+        return self._next
+
+    @property
+    def apparent_encoding(self):
+        """The apparent encoding, provided by the charset_normalizer or chardet libraries."""
+        if chardet is not None:
+            return chardet.detect(self.content)["encoding"]
+        else:
+            # If no character detection library is available, we'll fall back
+            # to a standard Python utf-8 str.
+            return "utf-8"
+
+    def iter_content(self, chunk_size=1, decode_unicode=False):
+        """Iterates over the response data.  When stream=True is set on the
+        request, this avoids reading the content at once into memory for
+        large responses.  The chunk size is the number of bytes it should
+        read into memory.  This is not necessarily the length of each item
+        returned as decoding can take place.
+
+        chunk_size must be of type int or None. A value of None will
+        function differently depending on the value of `stream`.
+        stream=True will read data as it arrives in whatever size the
+        chunks are received. If stream=False, data is returned as
+        a single chunk.
+
+        If decode_unicode is True, content will be decoded using the best
+        available encoding based on the response.
+        """
+
+        def generate():
+            # Special case for urllib3.
+            if hasattr(self.raw, "stream"):
+                try:
+                    yield from self.raw.stream(chunk_size, decode_content=True)
+                except ProtocolError as e:
+                    raise ChunkedEncodingError(e)
+                except DecodeError as e:
+                    raise ContentDecodingError(e)
+                except ReadTimeoutError as e:
+                    raise ConnectionError(e)
+                except SSLError as e:
+                    raise RequestsSSLError(e)
+            else:
+                # Standard file-like object.
+                while True:
+                    chunk = self.raw.read(chunk_size)
+                    if not chunk:
+                        break
+                    yield chunk
+
+            self._content_consumed = True
+
+        if self._content_consumed and isinstance(self._content, bool):
+            raise StreamConsumedError()
+        elif chunk_size is not None and not isinstance(chunk_size, int):
+            raise TypeError(
+                f"chunk_size must be an int, it is instead a {type(chunk_size)}."
+            )
+        # simulate reading small chunks of the content
+        reused_chunks = iter_slices(self._content, chunk_size)
+
+        stream_chunks = generate()
+
+        chunks = reused_chunks if self._content_consumed else stream_chunks
+
+        if decode_unicode:
+            chunks = stream_decode_response_unicode(chunks, self)
+
+        return chunks
+
+    def iter_lines(
+        self, chunk_size=ITER_CHUNK_SIZE, decode_unicode=False, delimiter=None
+    ):
+        """Iterates over the response data, one line at a time.  When
+        stream=True is set on the request, this avoids reading the
+        content at once into memory for large responses.
+
+        .. note:: This method is not reentrant safe.
+        """
+
+        pending = None
+
+        for chunk in self.iter_content(
+            chunk_size=chunk_size, decode_unicode=decode_unicode
+        ):
+            if pending is not None:
+                chunk = pending + chunk
+
+            if delimiter:
+                lines = chunk.split(delimiter)
+            else:
+                lines = chunk.splitlines()
+
+            if lines and lines[-1] and chunk and lines[-1][-1] == chunk[-1]:
+                pending = lines.pop()
+            else:
+                pending = None
+
+            yield from lines
+
+        if pending is not None:
+            yield pending
+
+    @property
+    def content(self):
+        """Content of the response, in bytes."""
+
+        if self._content is False:
+            # Read the contents.
+            if self._content_consumed:
+                raise RuntimeError("The content for this response was already consumed")
+
+            if self.status_code == 0 or self.raw is None:
+                self._content = None
+            else:
+                self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
+
+        self._content_consumed = True
+        # don't need to release the connection; that's been handled by urllib3
+        # since we exhausted the data.
+        return self._content
+
+    @property
+    def text(self):
+        """Content of the response, in unicode.
+
+        If Response.encoding is None, encoding will be guessed using
+        ``charset_normalizer`` or ``chardet``.
+
+        The encoding of the response content is determined based solely on HTTP
+        headers, following RFC 2616 to the letter. If you can take advantage of
+        non-HTTP knowledge to make a better guess at the encoding, you should
+        set ``r.encoding`` appropriately before accessing this property.
+        """
+
+        # Try charset from content-type
+        content = None
+        encoding = self.encoding
+
+        if not self.content:
+            return ""
+
+        # Fallback to auto-detected encoding.
+        if self.encoding is None:
+            encoding = self.apparent_encoding
+
+        # Decode unicode from given encoding.
+        try:
+            content = str(self.content, encoding, errors="replace")
+        except (LookupError, TypeError):
+            # A LookupError is raised if the encoding was not found which could
+            # indicate a misspelling or similar mistake.
+            #
+            # A TypeError can be raised if encoding is None
+            #
+            # So we try blindly encoding.
+            content = str(self.content, errors="replace")
+
+        return content
+
+    def json(self, **kwargs):
+        r"""Returns the json-encoded content of a response, if any.
+
+        :param \*\*kwargs: Optional arguments that ``json.loads`` takes.
+        :raises requests.exceptions.JSONDecodeError: If the response body does not
+            contain valid json.
+        """
+
+        if not self.encoding and self.content and len(self.content) > 3:
+            # No encoding set. JSON RFC 4627 section 3 states we should expect
+            # UTF-8, -16 or -32. Detect which one to use; If the detection or
+            # decoding fails, fall back to `self.text` (using charset_normalizer to make
+            # a best guess).
+            encoding = guess_json_utf(self.content)
+            if encoding is not None:
+                try:
+                    return complexjson.loads(self.content.decode(encoding), **kwargs)
+                except UnicodeDecodeError:
+                    # Wrong UTF codec detected; usually because it's not UTF-8
+                    # but some other 8-bit codec.  This is an RFC violation,
+                    # and the server didn't bother to tell us what codec *was*
+                    # used.
+                    pass
+                except JSONDecodeError as e:
+                    raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+        try:
+            return complexjson.loads(self.text, **kwargs)
+        except JSONDecodeError as e:
+            # Catch JSON-related errors and raise as requests.JSONDecodeError
+            # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
+            raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+    @property
+    def links(self):
+        """Returns the parsed header links of the response, if any."""
+
+        header = self.headers.get("link")
+
+        resolved_links = {}
+
+        if header:
+            links = parse_header_links(header)
+
+            for link in links:
+                key = link.get("rel") or link.get("url")
+                resolved_links[key] = link
+
+        return resolved_links
+
+    def raise_for_status(self):
+        """Raises :class:`HTTPError`, if one occurred."""
+
+        http_error_msg = ""
+        if isinstance(self.reason, bytes):
+            # We attempt to decode utf-8 first because some servers
+            # choose to localize their reason strings. If the string
+            # isn't utf-8, we fall back to iso-8859-1 for all other
+            # encodings. (See PR #3538)
+            try:
+                reason = self.reason.decode("utf-8")
+            except UnicodeDecodeError:
+                reason = self.reason.decode("iso-8859-1")
+        else:
+            reason = self.reason
+
+        if 400 <= self.status_code < 500:
+            http_error_msg = (
+                f"{self.status_code} Client Error: {reason} for url: {self.url}"
+            )
+
+        elif 500 <= self.status_code < 600:
+            http_error_msg = (
+                f"{self.status_code} Server Error: {reason} for url: {self.url}"
+            )
+
+        if http_error_msg:
+            raise HTTPError(http_error_msg, response=self)
+
+    def close(self):
+        """Releases the connection back to the pool. Once this method has been
+        called the underlying ``raw`` object must not be accessed again.
+
+        *Note: Should not normally need to be called explicitly.*
+        """
+        if not self._content_consumed:
+            self.raw.close()
+
+        release_conn = getattr(self.raw, "release_conn", None)
+        if release_conn is not None:
+            release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
new file mode 100644
index 000000000..5ab3d8e25
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
@@ -0,0 +1,23 @@
+import sys
+
+from .compat import chardet
+
+# This code exists for backwards compatibility reasons.
+# I don't like it either. Just look the other way. :)
+
+for package in ("urllib3", "idna"):
+    locals()[package] = __import__(package)
+    # This traversal is apparently necessary such that the identities are
+    # preserved (requests.packages.urllib3.* is urllib3.*)
+    for mod in list(sys.modules):
+        if mod == package or mod.startswith(f"{package}."):
+            sys.modules[f"requests.packages.{mod}"] = sys.modules[mod]
+
+if chardet is not None:
+    target = chardet.__name__
+    for mod in list(sys.modules):
+        if mod == target or mod.startswith(f"{target}."):
+            imported_mod = sys.modules[mod]
+            sys.modules[f"requests.packages.{mod}"] = imported_mod
+            mod = mod.replace(target, "chardet")
+            sys.modules[f"requests.packages.{mod}"] = imported_mod
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
new file mode 100644
index 000000000..b387bc36d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
@@ -0,0 +1,831 @@
+"""
+requests.sessions
+~~~~~~~~~~~~~~~~~
+
+This module provides a Session object to manage and persist settings across
+requests (cookies, auth, proxies).
+"""
+import os
+import sys
+import time
+from collections import OrderedDict
+from datetime import timedelta
+
+from ._internal_utils import to_native_string
+from .adapters import HTTPAdapter
+from .auth import _basic_auth_str
+from .compat import Mapping, cookielib, urljoin, urlparse
+from .cookies import (
+    RequestsCookieJar,
+    cookiejar_from_dict,
+    extract_cookies_to_jar,
+    merge_cookies,
+)
+from .exceptions import (
+    ChunkedEncodingError,
+    ContentDecodingError,
+    InvalidSchema,
+    TooManyRedirects,
+)
+from .hooks import default_hooks, dispatch_hook
+
+# formerly defined here, reexposed here for backward compatibility
+from .models import (  # noqa: F401
+    DEFAULT_REDIRECT_LIMIT,
+    REDIRECT_STATI,
+    PreparedRequest,
+    Request,
+)
+from .status_codes import codes
+from .structures import CaseInsensitiveDict
+from .utils import (  # noqa: F401
+    DEFAULT_PORTS,
+    default_headers,
+    get_auth_from_url,
+    get_environ_proxies,
+    get_netrc_auth,
+    requote_uri,
+    resolve_proxies,
+    rewind_body,
+    should_bypass_proxies,
+    to_key_val_list,
+)
+
+# Preferred clock, based on which one is more accurate on a given system.
+if sys.platform == "win32":
+    preferred_clock = time.perf_counter
+else:
+    preferred_clock = time.time
+
+
+def merge_setting(request_setting, session_setting, dict_class=OrderedDict):
+    """Determines appropriate setting for a given request, taking into account
+    the explicit setting on that request, and the setting in the session. If a
+    setting is a dictionary, they will be merged together using `dict_class`
+    """
+
+    if session_setting is None:
+        return request_setting
+
+    if request_setting is None:
+        return session_setting
+
+    # Bypass if not a dictionary (e.g. verify)
+    if not (
+        isinstance(session_setting, Mapping) and isinstance(request_setting, Mapping)
+    ):
+        return request_setting
+
+    merged_setting = dict_class(to_key_val_list(session_setting))
+    merged_setting.update(to_key_val_list(request_setting))
+
+    # Remove keys that are set to None. Extract keys first to avoid altering
+    # the dictionary during iteration.
+    none_keys = [k for (k, v) in merged_setting.items() if v is None]
+    for key in none_keys:
+        del merged_setting[key]
+
+    return merged_setting
+
+
+def merge_hooks(request_hooks, session_hooks, dict_class=OrderedDict):
+    """Properly merges both requests and session hooks.
+
+    This is necessary because when request_hooks == {'response': []}, the
+    merge breaks Session hooks entirely.
+    """
+    if session_hooks is None or session_hooks.get("response") == []:
+        return request_hooks
+
+    if request_hooks is None or request_hooks.get("response") == []:
+        return session_hooks
+
+    return merge_setting(request_hooks, session_hooks, dict_class)
+
+
+class SessionRedirectMixin:
+    def get_redirect_target(self, resp):
+        """Receives a Response. Returns a redirect URI or ``None``"""
+        # Due to the nature of how requests processes redirects this method will
+        # be called at least once upon the original response and at least twice
+        # on each subsequent redirect response (if any).
+        # If a custom mixin is used to handle this logic, it may be advantageous
+        # to cache the redirect location onto the response object as a private
+        # attribute.
+        if resp.is_redirect:
+            location = resp.headers["location"]
+            # Currently the underlying http module on py3 decode headers
+            # in latin1, but empirical evidence suggests that latin1 is very
+            # rarely used with non-ASCII characters in HTTP headers.
+            # It is more likely to get UTF8 header rather than latin1.
+            # This causes incorrect handling of UTF8 encoded location headers.
+            # To solve this, we re-encode the location in latin1.
+            location = location.encode("latin1")
+            return to_native_string(location, "utf8")
+        return None
+
+    def should_strip_auth(self, old_url, new_url):
+        """Decide whether Authorization header should be removed when redirecting"""
+        old_parsed = urlparse(old_url)
+        new_parsed = urlparse(new_url)
+        if old_parsed.hostname != new_parsed.hostname:
+            return True
+        # Special case: allow http -> https redirect when using the standard
+        # ports. This isn't specified by RFC 7235, but is kept to avoid
+        # breaking backwards compatibility with older versions of requests
+        # that allowed any redirects on the same host.
+        if (
+            old_parsed.scheme == "http"
+            and old_parsed.port in (80, None)
+            and new_parsed.scheme == "https"
+            and new_parsed.port in (443, None)
+        ):
+            return False
+
+        # Handle default port usage corresponding to scheme.
+        changed_port = old_parsed.port != new_parsed.port
+        changed_scheme = old_parsed.scheme != new_parsed.scheme
+        default_port = (DEFAULT_PORTS.get(old_parsed.scheme, None), None)
+        if (
+            not changed_scheme
+            and old_parsed.port in default_port
+            and new_parsed.port in default_port
+        ):
+            return False
+
+        # Standard case: root URI must match
+        return changed_port or changed_scheme
+
+    def resolve_redirects(
+        self,
+        resp,
+        req,
+        stream=False,
+        timeout=None,
+        verify=True,
+        cert=None,
+        proxies=None,
+        yield_requests=False,
+        **adapter_kwargs,
+    ):
+        """Receives a Response. Returns a generator of Responses or Requests."""
+
+        hist = []  # keep track of history
+
+        url = self.get_redirect_target(resp)
+        previous_fragment = urlparse(req.url).fragment
+        while url:
+            prepared_request = req.copy()
+
+            # Update history and keep track of redirects.
+            # resp.history must ignore the original request in this loop
+            hist.append(resp)
+            resp.history = hist[1:]
+
+            try:
+                resp.content  # Consume socket so it can be released
+            except (ChunkedEncodingError, ContentDecodingError, RuntimeError):
+                resp.raw.read(decode_content=False)
+
+            if len(resp.history) >= self.max_redirects:
+                raise TooManyRedirects(
+                    f"Exceeded {self.max_redirects} redirects.", response=resp
+                )
+
+            # Release the connection back into the pool.
+            resp.close()
+
+            # Handle redirection without scheme (see: RFC 1808 Section 4)
+            if url.startswith("//"):
+                parsed_rurl = urlparse(resp.url)
+                url = ":".join([to_native_string(parsed_rurl.scheme), url])
+
+            # Normalize url case and attach previous fragment if needed (RFC 7231 7.1.2)
+            parsed = urlparse(url)
+            if parsed.fragment == "" and previous_fragment:
+                parsed = parsed._replace(fragment=previous_fragment)
+            elif parsed.fragment:
+                previous_fragment = parsed.fragment
+            url = parsed.geturl()
+
+            # Facilitate relative 'location' headers, as allowed by RFC 7231.
+            # (e.g. '/path/to/resource' instead of 'http://domain.tld/path/to/resource')
+            # Compliant with RFC3986, we percent encode the url.
+            if not parsed.netloc:
+                url = urljoin(resp.url, requote_uri(url))
+            else:
+                url = requote_uri(url)
+
+            prepared_request.url = to_native_string(url)
+
+            self.rebuild_method(prepared_request, resp)
+
+            # https://github.com/psf/requests/issues/1084
+            if resp.status_code not in (
+                codes.temporary_redirect,
+                codes.permanent_redirect,
+            ):
+                # https://github.com/psf/requests/issues/3490
+                purged_headers = ("Content-Length", "Content-Type", "Transfer-Encoding")
+                for header in purged_headers:
+                    prepared_request.headers.pop(header, None)
+                prepared_request.body = None
+
+            headers = prepared_request.headers
+            headers.pop("Cookie", None)
+
+            # Extract any cookies sent on the response to the cookiejar
+            # in the new request. Because we've mutated our copied prepared
+            # request, use the old one that we haven't yet touched.
+            extract_cookies_to_jar(prepared_request._cookies, req, resp.raw)
+            merge_cookies(prepared_request._cookies, self.cookies)
+            prepared_request.prepare_cookies(prepared_request._cookies)
+
+            # Rebuild auth and proxy information.
+            proxies = self.rebuild_proxies(prepared_request, proxies)
+            self.rebuild_auth(prepared_request, resp)
+
+            # A failed tell() sets `_body_position` to `object()`. This non-None
+            # value ensures `rewindable` will be True, allowing us to raise an
+            # UnrewindableBodyError, instead of hanging the connection.
+            rewindable = prepared_request._body_position is not None and (
+                "Content-Length" in headers or "Transfer-Encoding" in headers
+            )
+
+            # Attempt to rewind consumed file-like object.
+            if rewindable:
+                rewind_body(prepared_request)
+
+            # Override the original request.
+            req = prepared_request
+
+            if yield_requests:
+                yield req
+            else:
+                resp = self.send(
+                    req,
+                    stream=stream,
+                    timeout=timeout,
+                    verify=verify,
+                    cert=cert,
+                    proxies=proxies,
+                    allow_redirects=False,
+                    **adapter_kwargs,
+                )
+
+                extract_cookies_to_jar(self.cookies, prepared_request, resp.raw)
+
+                # extract redirect url, if any, for the next loop
+                url = self.get_redirect_target(resp)
+                yield resp
+
+    def rebuild_auth(self, prepared_request, response):
+        """When being redirected we may want to strip authentication from the
+        request to avoid leaking credentials. This method intelligently removes
+        and reapplies authentication where possible to avoid credential loss.
+        """
+        headers = prepared_request.headers
+        url = prepared_request.url
+
+        if "Authorization" in headers and self.should_strip_auth(
+            response.request.url, url
+        ):
+            # If we get redirected to a new host, we should strip out any
+            # authentication headers.
+            del headers["Authorization"]
+
+        # .netrc might have more auth for us on our new host.
+        new_auth = get_netrc_auth(url) if self.trust_env else None
+        if new_auth is not None:
+            prepared_request.prepare_auth(new_auth)
+
+    def rebuild_proxies(self, prepared_request, proxies):
+        """This method re-evaluates the proxy configuration by considering the
+        environment variables. If we are redirected to a URL covered by
+        NO_PROXY, we strip the proxy configuration. Otherwise, we set missing
+        proxy keys for this URL (in case they were stripped by a previous
+        redirect).
+
+        This method also replaces the Proxy-Authorization header where
+        necessary.
+
+        :rtype: dict
+        """
+        headers = prepared_request.headers
+        scheme = urlparse(prepared_request.url).scheme
+        new_proxies = resolve_proxies(prepared_request, proxies, self.trust_env)
+
+        if "Proxy-Authorization" in headers:
+            del headers["Proxy-Authorization"]
+
+        try:
+            username, password = get_auth_from_url(new_proxies[scheme])
+        except KeyError:
+            username, password = None, None
+
+        # urllib3 handles proxy authorization for us in the standard adapter.
+        # Avoid appending this to TLS tunneled requests where it may be leaked.
+        if not scheme.startswith("https") and username and password:
+            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
+
+        return new_proxies
+
+    def rebuild_method(self, prepared_request, response):
+        """When being redirected we may want to change the method of the request
+        based on certain specs or browser behavior.
+        """
+        method = prepared_request.method
+
+        # https://tools.ietf.org/html/rfc7231#section-6.4.4
+        if response.status_code == codes.see_other and method != "HEAD":
+            method = "GET"
+
+        # Do what the browsers do, despite standards...
+        # First, turn 302s into GETs.
+        if response.status_code == codes.found and method != "HEAD":
+            method = "GET"
+
+        # Second, if a POST is responded to with a 301, turn it into a GET.
+        # This bizarre behaviour is explained in Issue 1704.
+        if response.status_code == codes.moved and method == "POST":
+            method = "GET"
+
+        prepared_request.method = method
+
+
+class Session(SessionRedirectMixin):
+    """A Requests session.
+
+    Provides cookie persistence, connection-pooling, and configuration.
+
+    Basic Usage::
+
+      >>> import requests
+      >>> s = requests.Session()
+      >>> s.get('https://httpbin.org/get')
+      <Response [200]>
+
+    Or as a context manager::
+
+      >>> with requests.Session() as s:
+      ...     s.get('https://httpbin.org/get')
+      <Response [200]>
+    """
+
+    __attrs__ = [
+        "headers",
+        "cookies",
+        "auth",
+        "proxies",
+        "hooks",
+        "params",
+        "verify",
+        "cert",
+        "adapters",
+        "stream",
+        "trust_env",
+        "max_redirects",
+    ]
+
+    def __init__(self):
+        #: A case-insensitive dictionary of headers to be sent on each
+        #: :class:`Request <Request>` sent from this
+        #: :class:`Session <Session>`.
+        self.headers = default_headers()
+
+        #: Default Authentication tuple or object to attach to
+        #: :class:`Request <Request>`.
+        self.auth = None
+
+        #: Dictionary mapping protocol or protocol and host to the URL of the proxy
+        #: (e.g. {'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}) to
+        #: be used on each :class:`Request <Request>`.
+        self.proxies = {}
+
+        #: Event-handling hooks.
+        self.hooks = default_hooks()
+
+        #: Dictionary of querystring data to attach to each
+        #: :class:`Request <Request>`. The dictionary values may be lists for
+        #: representing multivalued query parameters.
+        self.params = {}
+
+        #: Stream response content default.
+        self.stream = False
+
+        #: SSL Verification default.
+        #: Defaults to `True`, requiring requests to verify the TLS certificate at the
+        #: remote end.
+        #: If verify is set to `False`, requests will accept any TLS certificate
+        #: presented by the server, and will ignore hostname mismatches and/or
+        #: expired certificates, which will make your application vulnerable to
+        #: man-in-the-middle (MitM) attacks.
+        #: Only set this to `False` for testing.
+        self.verify = True
+
+        #: SSL client certificate default, if String, path to ssl client
+        #: cert file (.pem). If Tuple, ('cert', 'key') pair.
+        self.cert = None
+
+        #: Maximum number of redirects allowed. If the request exceeds this
+        #: limit, a :class:`TooManyRedirects` exception is raised.
+        #: This defaults to requests.models.DEFAULT_REDIRECT_LIMIT, which is
+        #: 30.
+        self.max_redirects = DEFAULT_REDIRECT_LIMIT
+
+        #: Trust environment settings for proxy configuration, default
+        #: authentication and similar.
+        self.trust_env = True
+
+        #: A CookieJar containing all currently outstanding cookies set on this
+        #: session. By default it is a
+        #: :class:`RequestsCookieJar <requests.cookies.RequestsCookieJar>`, but
+        #: may be any other ``cookielib.CookieJar`` compatible object.
+        self.cookies = cookiejar_from_dict({})
+
+        # Default connection adapters.
+        self.adapters = OrderedDict()
+        self.mount("https://", HTTPAdapter())
+        self.mount("http://", HTTPAdapter())
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self.close()
+
+    def prepare_request(self, request):
+        """Constructs a :class:`PreparedRequest <PreparedRequest>` for
+        transmission and returns it. The :class:`PreparedRequest` has settings
+        merged from the :class:`Request <Request>` instance and those of the
+        :class:`Session`.
+
+        :param request: :class:`Request` instance to prepare with this
+            session's settings.
+        :rtype: requests.PreparedRequest
+        """
+        cookies = request.cookies or {}
+
+        # Bootstrap CookieJar.
+        if not isinstance(cookies, cookielib.CookieJar):
+            cookies = cookiejar_from_dict(cookies)
+
+        # Merge with session cookies
+        merged_cookies = merge_cookies(
+            merge_cookies(RequestsCookieJar(), self.cookies), cookies
+        )
+
+        # Set environment's basic authentication if not explicitly set.
+        auth = request.auth
+        if self.trust_env and not auth and not self.auth:
+            auth = get_netrc_auth(request.url)
+
+        p = PreparedRequest()
+        p.prepare(
+            method=request.method.upper(),
+            url=request.url,
+            files=request.files,
+            data=request.data,
+            json=request.json,
+            headers=merge_setting(
+                request.headers, self.headers, dict_class=CaseInsensitiveDict
+            ),
+            params=merge_setting(request.params, self.params),
+            auth=merge_setting(auth, self.auth),
+            cookies=merged_cookies,
+            hooks=merge_hooks(request.hooks, self.hooks),
+        )
+        return p
+
+    def request(
+        self,
+        method,
+        url,
+        params=None,
+        data=None,
+        headers=None,
+        cookies=None,
+        files=None,
+        auth=None,
+        timeout=None,
+        allow_redirects=True,
+        proxies=None,
+        hooks=None,
+        stream=None,
+        verify=None,
+        cert=None,
+        json=None,
+    ):
+        """Constructs a :class:`Request <Request>`, prepares it and sends it.
+        Returns :class:`Response <Response>` object.
+
+        :param method: method for the new :class:`Request` object.
+        :param url: URL for the new :class:`Request` object.
+        :param params: (optional) Dictionary or bytes to be sent in the query
+            string for the :class:`Request`.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param json: (optional) json to send in the body of the
+            :class:`Request`.
+        :param headers: (optional) Dictionary of HTTP Headers to send with the
+            :class:`Request`.
+        :param cookies: (optional) Dict or CookieJar object to send with the
+            :class:`Request`.
+        :param files: (optional) Dictionary of ``'filename': file-like-objects``
+            for multipart encoding upload.
+        :param auth: (optional) Auth tuple or callable to enable
+            Basic/Digest/Custom HTTP Auth.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple
+        :param allow_redirects: (optional) Set to True by default.
+        :type allow_redirects: bool
+        :param proxies: (optional) Dictionary mapping protocol or protocol and
+            hostname to the URL of the proxy.
+        :param hooks: (optional) Dictionary mapping hook name to one event or
+            list of events, event must be callable.
+        :param stream: (optional) whether to immediately download the response
+            content. Defaults to ``False``.
+        :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use. Defaults to ``True``. When set to
+            ``False``, requests will accept any TLS certificate presented by
+            the server, and will ignore hostname mismatches and/or expired
+            certificates, which will make your application vulnerable to
+            man-in-the-middle (MitM) attacks. Setting verify to ``False``
+            may be useful during local development or testing.
+        :param cert: (optional) if String, path to ssl client cert file (.pem).
+            If Tuple, ('cert', 'key') pair.
+        :rtype: requests.Response
+        """
+        # Create the Request.
+        req = Request(
+            method=method.upper(),
+            url=url,
+            headers=headers,
+            files=files,
+            data=data or {},
+            json=json,
+            params=params or {},
+            auth=auth,
+            cookies=cookies,
+            hooks=hooks,
+        )
+        prep = self.prepare_request(req)
+
+        proxies = proxies or {}
+
+        settings = self.merge_environment_settings(
+            prep.url, proxies, stream, verify, cert
+        )
+
+        # Send the request.
+        send_kwargs = {
+            "timeout": timeout,
+            "allow_redirects": allow_redirects,
+        }
+        send_kwargs.update(settings)
+        resp = self.send(prep, **send_kwargs)
+
+        return resp
+
+    def get(self, url, **kwargs):
+        r"""Sends a GET request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", True)
+        return self.request("GET", url, **kwargs)
+
+    def options(self, url, **kwargs):
+        r"""Sends a OPTIONS request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", True)
+        return self.request("OPTIONS", url, **kwargs)
+
+    def head(self, url, **kwargs):
+        r"""Sends a HEAD request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", False)
+        return self.request("HEAD", url, **kwargs)
+
+    def post(self, url, data=None, json=None, **kwargs):
+        r"""Sends a POST request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param json: (optional) json to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("POST", url, data=data, json=json, **kwargs)
+
+    def put(self, url, data=None, **kwargs):
+        r"""Sends a PUT request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("PUT", url, data=data, **kwargs)
+
+    def patch(self, url, data=None, **kwargs):
+        r"""Sends a PATCH request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("PATCH", url, data=data, **kwargs)
+
+    def delete(self, url, **kwargs):
+        r"""Sends a DELETE request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("DELETE", url, **kwargs)
+
+    def send(self, request, **kwargs):
+        """Send a given PreparedRequest.
+
+        :rtype: requests.Response
+        """
+        # Set defaults that the hooks can utilize to ensure they always have
+        # the correct parameters to reproduce the previous request.
+        kwargs.setdefault("stream", self.stream)
+        kwargs.setdefault("verify", self.verify)
+        kwargs.setdefault("cert", self.cert)
+        if "proxies" not in kwargs:
+            kwargs["proxies"] = resolve_proxies(request, self.proxies, self.trust_env)
+
+        # It's possible that users might accidentally send a Request object.
+        # Guard against that specific failure case.
+        if isinstance(request, Request):
+            raise ValueError("You can only send PreparedRequests.")
+
+        # Set up variables needed for resolve_redirects and dispatching of hooks
+        allow_redirects = kwargs.pop("allow_redirects", True)
+        stream = kwargs.get("stream")
+        hooks = request.hooks
+
+        # Get the appropriate adapter to use
+        adapter = self.get_adapter(url=request.url)
+
+        # Start time (approximately) of the request
+        start = preferred_clock()
+
+        # Send the request
+        r = adapter.send(request, **kwargs)
+
+        # Total elapsed time of the request (approximately)
+        elapsed = preferred_clock() - start
+        r.elapsed = timedelta(seconds=elapsed)
+
+        # Response manipulation hooks
+        r = dispatch_hook("response", hooks, r, **kwargs)
+
+        # Persist cookies
+        if r.history:
+            # If the hooks create history then we want those cookies too
+            for resp in r.history:
+                extract_cookies_to_jar(self.cookies, resp.request, resp.raw)
+
+        extract_cookies_to_jar(self.cookies, request, r.raw)
+
+        # Resolve redirects if allowed.
+        if allow_redirects:
+            # Redirect resolving generator.
+            gen = self.resolve_redirects(r, request, **kwargs)
+            history = [resp for resp in gen]
+        else:
+            history = []
+
+        # Shuffle things around if there's history.
+        if history:
+            # Insert the first (original) request at the start
+            history.insert(0, r)
+            # Get the last request made
+            r = history.pop()
+            r.history = history
+
+        # If redirects aren't being followed, store the response on the Request for Response.next().
+        if not allow_redirects:
+            try:
+                r._next = next(
+                    self.resolve_redirects(r, request, yield_requests=True, **kwargs)
+                )
+            except StopIteration:
+                pass
+
+        if not stream:
+            r.content
+
+        return r
+
+    def merge_environment_settings(self, url, proxies, stream, verify, cert):
+        """
+        Check the environment and merge it with some settings.
+
+        :rtype: dict
+        """
+        # Gather clues from the surrounding environment.
+        if self.trust_env:
+            # Set environment's proxies.
+            no_proxy = proxies.get("no_proxy") if proxies is not None else None
+            env_proxies = get_environ_proxies(url, no_proxy=no_proxy)
+            for k, v in env_proxies.items():
+                proxies.setdefault(k, v)
+
+            # Look for requests environment configuration
+            # and be compatible with cURL.
+            if verify is True or verify is None:
+                verify = (
+                    os.environ.get("REQUESTS_CA_BUNDLE")
+                    or os.environ.get("CURL_CA_BUNDLE")
+                    or verify
+                )
+
+        # Merge all the kwargs.
+        proxies = merge_setting(proxies, self.proxies)
+        stream = merge_setting(stream, self.stream)
+        verify = merge_setting(verify, self.verify)
+        cert = merge_setting(cert, self.cert)
+
+        return {"proxies": proxies, "stream": stream, "verify": verify, "cert": cert}
+
+    def get_adapter(self, url):
+        """
+        Returns the appropriate connection adapter for the given URL.
+
+        :rtype: requests.adapters.BaseAdapter
+        """
+        for prefix, adapter in self.adapters.items():
+            if url.lower().startswith(prefix.lower()):
+                return adapter
+
+        # Nothing matches :-/
+        raise InvalidSchema(f"No connection adapters were found for {url!r}")
+
+    def close(self):
+        """Closes all adapters and as such the session"""
+        for v in self.adapters.values():
+            v.close()
+
+    def mount(self, prefix, adapter):
+        """Registers a connection adapter to a prefix.
+
+        Adapters are sorted in descending order by prefix length.
+        """
+        self.adapters[prefix] = adapter
+        keys_to_move = [k for k in self.adapters if len(k) < len(prefix)]
+
+        for key in keys_to_move:
+            self.adapters[key] = self.adapters.pop(key)
+
+    def __getstate__(self):
+        state = {attr: getattr(self, attr, None) for attr in self.__attrs__}
+        return state
+
+    def __setstate__(self, state):
+        for attr, value in state.items():
+            setattr(self, attr, value)
+
+
+def session():
+    """
+    Returns a :class:`Session` for context-management.
+
+    .. deprecated:: 1.0.0
+
+        This method has been deprecated since version 1.0.0 and is only kept for
+        backwards compatibility. New code should use :class:`~requests.sessions.Session`
+        to create a session. This may be removed at a future date.
+
+    :rtype: Session
+    """
+    return Session()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
new file mode 100644
index 000000000..c7945a2f0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
@@ -0,0 +1,128 @@
+r"""
+The ``codes`` object defines a mapping from common names for HTTP statuses
+to their numerical codes, accessible either as attributes or as dictionary
+items.
+
+Example::
+
+    >>> import requests
+    >>> requests.codes['temporary_redirect']
+    307
+    >>> requests.codes.teapot
+    418
+    >>> requests.codes['\o/']
+    200
+
+Some codes have multiple names, and both upper- and lower-case versions of
+the names are allowed. For example, ``codes.ok``, ``codes.OK``, and
+``codes.okay`` all correspond to the HTTP status code 200.
+"""
+
+from .structures import LookupDict
+
+_codes = {
+    # Informational.
+    100: ("continue",),
+    101: ("switching_protocols",),
+    102: ("processing", "early-hints"),
+    103: ("checkpoint",),
+    122: ("uri_too_long", "request_uri_too_long"),
+    200: ("ok", "okay", "all_ok", "all_okay", "all_good", "\\o/", "✓"),
+    201: ("created",),
+    202: ("accepted",),
+    203: ("non_authoritative_info", "non_authoritative_information"),
+    204: ("no_content",),
+    205: ("reset_content", "reset"),
+    206: ("partial_content", "partial"),
+    207: ("multi_status", "multiple_status", "multi_stati", "multiple_stati"),
+    208: ("already_reported",),
+    226: ("im_used",),
+    # Redirection.
+    300: ("multiple_choices",),
+    301: ("moved_permanently", "moved", "\\o-"),
+    302: ("found",),
+    303: ("see_other", "other"),
+    304: ("not_modified",),
+    305: ("use_proxy",),
+    306: ("switch_proxy",),
+    307: ("temporary_redirect", "temporary_moved", "temporary"),
+    308: (
+        "permanent_redirect",
+        "resume_incomplete",
+        "resume",
+    ),  # "resume" and "resume_incomplete" to be removed in 3.0
+    # Client Error.
+    400: ("bad_request", "bad"),
+    401: ("unauthorized",),
+    402: ("payment_required", "payment"),
+    403: ("forbidden",),
+    404: ("not_found", "-o-"),
+    405: ("method_not_allowed", "not_allowed"),
+    406: ("not_acceptable",),
+    407: ("proxy_authentication_required", "proxy_auth", "proxy_authentication"),
+    408: ("request_timeout", "timeout"),
+    409: ("conflict",),
+    410: ("gone",),
+    411: ("length_required",),
+    412: ("precondition_failed", "precondition"),
+    413: ("request_entity_too_large", "content_too_large"),
+    414: ("request_uri_too_large", "uri_too_long"),
+    415: ("unsupported_media_type", "unsupported_media", "media_type"),
+    416: (
+        "requested_range_not_satisfiable",
+        "requested_range",
+        "range_not_satisfiable",
+    ),
+    417: ("expectation_failed",),
+    418: ("im_a_teapot", "teapot", "i_am_a_teapot"),
+    421: ("misdirected_request",),
+    422: ("unprocessable_entity", "unprocessable", "unprocessable_content"),
+    423: ("locked",),
+    424: ("failed_dependency", "dependency"),
+    425: ("unordered_collection", "unordered", "too_early"),
+    426: ("upgrade_required", "upgrade"),
+    428: ("precondition_required", "precondition"),
+    429: ("too_many_requests", "too_many"),
+    431: ("header_fields_too_large", "fields_too_large"),
+    444: ("no_response", "none"),
+    449: ("retry_with", "retry"),
+    450: ("blocked_by_windows_parental_controls", "parental_controls"),
+    451: ("unavailable_for_legal_reasons", "legal_reasons"),
+    499: ("client_closed_request",),
+    # Server Error.
+    500: ("internal_server_error", "server_error", "/o\\", "✗"),
+    501: ("not_implemented",),
+    502: ("bad_gateway",),
+    503: ("service_unavailable", "unavailable"),
+    504: ("gateway_timeout",),
+    505: ("http_version_not_supported", "http_version"),
+    506: ("variant_also_negotiates",),
+    507: ("insufficient_storage",),
+    509: ("bandwidth_limit_exceeded", "bandwidth"),
+    510: ("not_extended",),
+    511: ("network_authentication_required", "network_auth", "network_authentication"),
+}
+
+codes = LookupDict(name="status_codes")
+
+
+def _init():
+    for code, titles in _codes.items():
+        for title in titles:
+            setattr(codes, title, code)
+            if not title.startswith(("\\", "/")):
+                setattr(codes, title.upper(), code)
+
+    def doc(code):
+        names = ", ".join(f"``{n}``" for n in _codes[code])
+        return "* %d: %s" % (code, names)
+
+    global __doc__
+    __doc__ = (
+        __doc__ + "\n" + "\n".join(doc(code) for code in sorted(_codes))
+        if __doc__ is not None
+        else None
+    )
+
+
+_init()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
new file mode 100644
index 000000000..188e13e48
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
@@ -0,0 +1,99 @@
+"""
+requests.structures
+~~~~~~~~~~~~~~~~~~~
+
+Data structures that power Requests.
+"""
+
+from collections import OrderedDict
+
+from .compat import Mapping, MutableMapping
+
+
+class CaseInsensitiveDict(MutableMapping):
+    """A case-insensitive ``dict``-like object.
+
+    Implements all methods and operations of
+    ``MutableMapping`` as well as dict's ``copy``. Also
+    provides ``lower_items``.
+
+    All keys are expected to be strings. The structure remembers the
+    case of the last key to be set, and ``iter(instance)``,
+    ``keys()``, ``items()``, ``iterkeys()``, and ``iteritems()``
+    will contain case-sensitive keys. However, querying and contains
+    testing is case insensitive::
+
+        cid = CaseInsensitiveDict()
+        cid['Accept'] = 'application/json'
+        cid['aCCEPT'] == 'application/json'  # True
+        list(cid) == ['Accept']  # True
+
+    For example, ``headers['content-encoding']`` will return the
+    value of a ``'Content-Encoding'`` response header, regardless
+    of how the header name was originally stored.
+
+    If the constructor, ``.update``, or equality comparison
+    operations are given keys that have equal ``.lower()``s, the
+    behavior is undefined.
+    """
+
+    def __init__(self, data=None, **kwargs):
+        self._store = OrderedDict()
+        if data is None:
+            data = {}
+        self.update(data, **kwargs)
+
+    def __setitem__(self, key, value):
+        # Use the lowercased key for lookups, but store the actual
+        # key alongside the value.
+        self._store[key.lower()] = (key, value)
+
+    def __getitem__(self, key):
+        return self._store[key.lower()][1]
+
+    def __delitem__(self, key):
+        del self._store[key.lower()]
+
+    def __iter__(self):
+        return (casedkey for casedkey, mappedvalue in self._store.values())
+
+    def __len__(self):
+        return len(self._store)
+
+    def lower_items(self):
+        """Like iteritems(), but with all lowercase keys."""
+        return ((lowerkey, keyval[1]) for (lowerkey, keyval) in self._store.items())
+
+    def __eq__(self, other):
+        if isinstance(other, Mapping):
+            other = CaseInsensitiveDict(other)
+        else:
+            return NotImplemented
+        # Compare insensitively
+        return dict(self.lower_items()) == dict(other.lower_items())
+
+    # Copy is required
+    def copy(self):
+        return CaseInsensitiveDict(self._store.values())
+
+    def __repr__(self):
+        return str(dict(self.items()))
+
+
+class LookupDict(dict):
+    """Dictionary lookup object."""
+
+    def __init__(self, name=None):
+        self.name = name
+        super().__init__()
+
+    def __repr__(self):
+        return f"<lookup '{self.name}'>"
+
+    def __getitem__(self, key):
+        # We allow fall-through here, so values default to None
+
+        return self.__dict__.get(key, None)
+
+    def get(self, key, default=None):
+        return self.__dict__.get(key, default)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
new file mode 100644
index 000000000..ae6c42f6c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
@@ -0,0 +1,1096 @@
+"""
+requests.utils
+~~~~~~~~~~~~~~
+
+This module provides utility functions that are used within Requests
+that are also useful for external consumption.
+"""
+
+import codecs
+import contextlib
+import io
+import os
+import re
+import socket
+import struct
+import sys
+import tempfile
+import warnings
+import zipfile
+from collections import OrderedDict
+
+from urllib3.util import make_headers, parse_url
+
+from . import certs
+from .__version__ import __version__
+
+# to_native_string is unused here, but imported here for backwards compatibility
+from ._internal_utils import (  # noqa: F401
+    _HEADER_VALIDATORS_BYTE,
+    _HEADER_VALIDATORS_STR,
+    HEADER_VALIDATORS,
+    to_native_string,
+)
+from .compat import (
+    Mapping,
+    basestring,
+    bytes,
+    getproxies,
+    getproxies_environment,
+    integer_types,
+)
+from .compat import parse_http_list as _parse_list_header
+from .compat import (
+    proxy_bypass,
+    proxy_bypass_environment,
+    quote,
+    str,
+    unquote,
+    urlparse,
+    urlunparse,
+)
+from .cookies import cookiejar_from_dict
+from .exceptions import (
+    FileModeWarning,
+    InvalidHeader,
+    InvalidURL,
+    UnrewindableBodyError,
+)
+from .structures import CaseInsensitiveDict
+
+NETRC_FILES = (".netrc", "_netrc")
+
+DEFAULT_CA_BUNDLE_PATH = certs.where()
+
+DEFAULT_PORTS = {"http": 80, "https": 443}
+
+# Ensure that ', ' is used to preserve previous delimiter behavior.
+DEFAULT_ACCEPT_ENCODING = ", ".join(
+    re.split(r",\s*", make_headers(accept_encoding=True)["accept-encoding"])
+)
+
+
+if sys.platform == "win32":
+    # provide a proxy_bypass version on Windows without DNS lookups
+
+    def proxy_bypass_registry(host):
+        try:
+            import winreg
+        except ImportError:
+            return False
+
+        try:
+            internetSettings = winreg.OpenKey(
+                winreg.HKEY_CURRENT_USER,
+                r"Software\Microsoft\Windows\CurrentVersion\Internet Settings",
+            )
+            # ProxyEnable could be REG_SZ or REG_DWORD, normalizing it
+            proxyEnable = int(winreg.QueryValueEx(internetSettings, "ProxyEnable")[0])
+            # ProxyOverride is almost always a string
+            proxyOverride = winreg.QueryValueEx(internetSettings, "ProxyOverride")[0]
+        except (OSError, ValueError):
+            return False
+        if not proxyEnable or not proxyOverride:
+            return False
+
+        # make a check value list from the registry entry: replace the
+        # '<local>' string by the localhost entry and the corresponding
+        # canonical entry.
+        proxyOverride = proxyOverride.split(";")
+        # filter out empty strings to avoid re.match return true in the following code.
+        proxyOverride = filter(None, proxyOverride)
+        # now check if we match one of the registry values.
+        for test in proxyOverride:
+            if test == "<local>":
+                if "." not in host:
+                    return True
+            test = test.replace(".", r"\.")  # mask dots
+            test = test.replace("*", r".*")  # change glob sequence
+            test = test.replace("?", r".")  # change glob char
+            if re.match(test, host, re.I):
+                return True
+        return False
+
+    def proxy_bypass(host):  # noqa
+        """Return True, if the host should be bypassed.
+
+        Checks proxy settings gathered from the environment, if specified,
+        or the registry.
+        """
+        if getproxies_environment():
+            return proxy_bypass_environment(host)
+        else:
+            return proxy_bypass_registry(host)
+
+
+def dict_to_sequence(d):
+    """Returns an internal sequence dictionary update."""
+
+    if hasattr(d, "items"):
+        d = d.items()
+
+    return d
+
+
+def super_len(o):
+    total_length = None
+    current_position = 0
+
+    if isinstance(o, str):
+        o = o.encode("utf-8")
+
+    if hasattr(o, "__len__"):
+        total_length = len(o)
+
+    elif hasattr(o, "len"):
+        total_length = o.len
+
+    elif hasattr(o, "fileno"):
+        try:
+            fileno = o.fileno()
+        except (io.UnsupportedOperation, AttributeError):
+            # AttributeError is a surprising exception, seeing as how we've just checked
+            # that `hasattr(o, 'fileno')`.  It happens for objects obtained via
+            # `Tarfile.extractfile()`, per issue 5229.
+            pass
+        else:
+            total_length = os.fstat(fileno).st_size
+
+            # Having used fstat to determine the file length, we need to
+            # confirm that this file was opened up in binary mode.
+            if "b" not in o.mode:
+                warnings.warn(
+                    (
+                        "Requests has determined the content-length for this "
+                        "request using the binary size of the file: however, the "
+                        "file has been opened in text mode (i.e. without the 'b' "
+                        "flag in the mode). This may lead to an incorrect "
+                        "content-length. In Requests 3.0, support will be removed "
+                        "for files in text mode."
+                    ),
+                    FileModeWarning,
+                )
+
+    if hasattr(o, "tell"):
+        try:
+            current_position = o.tell()
+        except OSError:
+            # This can happen in some weird situations, such as when the file
+            # is actually a special file descriptor like stdin. In this
+            # instance, we don't know what the length is, so set it to zero and
+            # let requests chunk it instead.
+            if total_length is not None:
+                current_position = total_length
+        else:
+            if hasattr(o, "seek") and total_length is None:
+                # StringIO and BytesIO have seek but no usable fileno
+                try:
+                    # seek to end of file
+                    o.seek(0, 2)
+                    total_length = o.tell()
+
+                    # seek back to current position to support
+                    # partially read file-like objects
+                    o.seek(current_position or 0)
+                except OSError:
+                    total_length = 0
+
+    if total_length is None:
+        total_length = 0
+
+    return max(0, total_length - current_position)
+
+
+def get_netrc_auth(url, raise_errors=False):
+    """Returns the Requests tuple auth for a given url from netrc."""
+
+    netrc_file = os.environ.get("NETRC")
+    if netrc_file is not None:
+        netrc_locations = (netrc_file,)
+    else:
+        netrc_locations = (f"~/{f}" for f in NETRC_FILES)
+
+    try:
+        from netrc import NetrcParseError, netrc
+
+        netrc_path = None
+
+        for f in netrc_locations:
+            try:
+                loc = os.path.expanduser(f)
+            except KeyError:
+                # os.path.expanduser can fail when $HOME is undefined and
+                # getpwuid fails. See https://bugs.python.org/issue20164 &
+                # https://github.com/psf/requests/issues/1846
+                return
+
+            if os.path.exists(loc):
+                netrc_path = loc
+                break
+
+        # Abort early if there isn't one.
+        if netrc_path is None:
+            return
+
+        ri = urlparse(url)
+
+        # Strip port numbers from netloc. This weird `if...encode`` dance is
+        # used for Python 3.2, which doesn't support unicode literals.
+        splitstr = b":"
+        if isinstance(url, str):
+            splitstr = splitstr.decode("ascii")
+        host = ri.netloc.split(splitstr)[0]
+
+        try:
+            _netrc = netrc(netrc_path).authenticators(host)
+            if _netrc:
+                # Return with login / password
+                login_i = 0 if _netrc[0] else 1
+                return (_netrc[login_i], _netrc[2])
+        except (NetrcParseError, OSError):
+            # If there was a parsing error or a permissions issue reading the file,
+            # we'll just skip netrc auth unless explicitly asked to raise errors.
+            if raise_errors:
+                raise
+
+    # App Engine hackiness.
+    except (ImportError, AttributeError):
+        pass
+
+
+def guess_filename(obj):
+    """Tries to guess the filename of the given object."""
+    name = getattr(obj, "name", None)
+    if name and isinstance(name, basestring) and name[0] != "<" and name[-1] != ">":
+        return os.path.basename(name)
+
+
+def extract_zipped_paths(path):
+    """Replace nonexistent paths that look like they refer to a member of a zip
+    archive with the location of an extracted copy of the target, or else
+    just return the provided path unchanged.
+    """
+    if os.path.exists(path):
+        # this is already a valid path, no need to do anything further
+        return path
+
+    # find the first valid part of the provided path and treat that as a zip archive
+    # assume the rest of the path is the name of a member in the archive
+    archive, member = os.path.split(path)
+    while archive and not os.path.exists(archive):
+        archive, prefix = os.path.split(archive)
+        if not prefix:
+            # If we don't check for an empty prefix after the split (in other words, archive remains unchanged after the split),
+            # we _can_ end up in an infinite loop on a rare corner case affecting a small number of users
+            break
+        member = "/".join([prefix, member])
+
+    if not zipfile.is_zipfile(archive):
+        return path
+
+    zip_file = zipfile.ZipFile(archive)
+    if member not in zip_file.namelist():
+        return path
+
+    # we have a valid zip archive and a valid member of that archive
+    tmp = tempfile.gettempdir()
+    extracted_path = os.path.join(tmp, member.split("/")[-1])
+    if not os.path.exists(extracted_path):
+        # use read + write to avoid the creating nested folders, we only want the file, avoids mkdir racing condition
+        with atomic_open(extracted_path) as file_handler:
+            file_handler.write(zip_file.read(member))
+    return extracted_path
+
+
+@contextlib.contextmanager
+def atomic_open(filename):
+    """Write a file to the disk in an atomic fashion"""
+    tmp_descriptor, tmp_name = tempfile.mkstemp(dir=os.path.dirname(filename))
+    try:
+        with os.fdopen(tmp_descriptor, "wb") as tmp_handler:
+            yield tmp_handler
+        os.replace(tmp_name, filename)
+    except BaseException:
+        os.remove(tmp_name)
+        raise
+
+
+def from_key_val_list(value):
+    """Take an object and test to see if it can be represented as a
+    dictionary. Unless it can not be represented as such, return an
+    OrderedDict, e.g.,
+
+    ::
+
+        >>> from_key_val_list([('key', 'val')])
+        OrderedDict([('key', 'val')])
+        >>> from_key_val_list('string')
+        Traceback (most recent call last):
+        ...
+        ValueError: cannot encode objects that are not 2-tuples
+        >>> from_key_val_list({'key': 'val'})
+        OrderedDict([('key', 'val')])
+
+    :rtype: OrderedDict
+    """
+    if value is None:
+        return None
+
+    if isinstance(value, (str, bytes, bool, int)):
+        raise ValueError("cannot encode objects that are not 2-tuples")
+
+    return OrderedDict(value)
+
+
+def to_key_val_list(value):
+    """Take an object and test to see if it can be represented as a
+    dictionary. If it can be, return a list of tuples, e.g.,
+
+    ::
+
+        >>> to_key_val_list([('key', 'val')])
+        [('key', 'val')]
+        >>> to_key_val_list({'key': 'val'})
+        [('key', 'val')]
+        >>> to_key_val_list('string')
+        Traceback (most recent call last):
+        ...
+        ValueError: cannot encode objects that are not 2-tuples
+
+    :rtype: list
+    """
+    if value is None:
+        return None
+
+    if isinstance(value, (str, bytes, bool, int)):
+        raise ValueError("cannot encode objects that are not 2-tuples")
+
+    if isinstance(value, Mapping):
+        value = value.items()
+
+    return list(value)
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def parse_list_header(value):
+    """Parse lists as described by RFC 2068 Section 2.
+
+    In particular, parse comma-separated lists where the elements of
+    the list may include quoted-strings.  A quoted-string could
+    contain a comma.  A non-quoted string could have quotes in the
+    middle.  Quotes are removed automatically after parsing.
+
+    It basically works like :func:`parse_set_header` just that items
+    may appear multiple times and case sensitivity is preserved.
+
+    The return value is a standard :class:`list`:
+
+    >>> parse_list_header('token, "quoted value"')
+    ['token', 'quoted value']
+
+    To create a header from the :class:`list` again, use the
+    :func:`dump_header` function.
+
+    :param value: a string with a list header.
+    :return: :class:`list`
+    :rtype: list
+    """
+    result = []
+    for item in _parse_list_header(value):
+        if item[:1] == item[-1:] == '"':
+            item = unquote_header_value(item[1:-1])
+        result.append(item)
+    return result
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def parse_dict_header(value):
+    """Parse lists of key, value pairs as described by RFC 2068 Section 2 and
+    convert them into a python dict:
+
+    >>> d = parse_dict_header('foo="is a fish", bar="as well"')
+    >>> type(d) is dict
+    True
+    >>> sorted(d.items())
+    [('bar', 'as well'), ('foo', 'is a fish')]
+
+    If there is no value for a key it will be `None`:
+
+    >>> parse_dict_header('key_without_value')
+    {'key_without_value': None}
+
+    To create a header from the :class:`dict` again, use the
+    :func:`dump_header` function.
+
+    :param value: a string with a dict header.
+    :return: :class:`dict`
+    :rtype: dict
+    """
+    result = {}
+    for item in _parse_list_header(value):
+        if "=" not in item:
+            result[item] = None
+            continue
+        name, value = item.split("=", 1)
+        if value[:1] == value[-1:] == '"':
+            value = unquote_header_value(value[1:-1])
+        result[name] = value
+    return result
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def unquote_header_value(value, is_filename=False):
+    r"""Unquotes a header value.  (Reversal of :func:`quote_header_value`).
+    This does not use the real unquoting but what browsers are actually
+    using for quoting.
+
+    :param value: the header value to unquote.
+    :rtype: str
+    """
+    if value and value[0] == value[-1] == '"':
+        # this is not the real unquoting, but fixing this so that the
+        # RFC is met will result in bugs with internet explorer and
+        # probably some other browsers as well.  IE for example is
+        # uploading files with "C:\foo\bar.txt" as filename
+        value = value[1:-1]
+
+        # if this is a filename and the starting characters look like
+        # a UNC path, then just return the value without quotes.  Using the
+        # replace sequence below on a UNC path has the effect of turning
+        # the leading double slash into a single slash and then
+        # _fix_ie_filename() doesn't work correctly.  See #458.
+        if not is_filename or value[:2] != "\\\\":
+            return value.replace("\\\\", "\\").replace('\\"', '"')
+    return value
+
+
+def dict_from_cookiejar(cj):
+    """Returns a key/value dictionary from a CookieJar.
+
+    :param cj: CookieJar object to extract cookies from.
+    :rtype: dict
+    """
+
+    cookie_dict = {cookie.name: cookie.value for cookie in cj}
+    return cookie_dict
+
+
+def add_dict_to_cookiejar(cj, cookie_dict):
+    """Returns a CookieJar from a key/value dictionary.
+
+    :param cj: CookieJar to insert cookies into.
+    :param cookie_dict: Dict of key/values to insert into CookieJar.
+    :rtype: CookieJar
+    """
+
+    return cookiejar_from_dict(cookie_dict, cj)
+
+
+def get_encodings_from_content(content):
+    """Returns encodings from given content string.
+
+    :param content: bytestring to extract encodings from.
+    """
+    warnings.warn(
+        (
+            "In requests 3.0, get_encodings_from_content will be removed. For "
+            "more information, please see the discussion on issue #2266. (This"
+            " warning should only appear once.)"
+        ),
+        DeprecationWarning,
+    )
+
+    charset_re = re.compile(r'<meta.*?charset=["\']*(.+?)["\'>]', flags=re.I)
+    pragma_re = re.compile(r'<meta.*?content=["\']*;?charset=(.+?)["\'>]', flags=re.I)
+    xml_re = re.compile(r'^<\?xml.*?encoding=["\']*(.+?)["\'>]')
+
+    return (
+        charset_re.findall(content)
+        + pragma_re.findall(content)
+        + xml_re.findall(content)
+    )
+
+
+def _parse_content_type_header(header):
+    """Returns content type and parameters from given header
+
+    :param header: string
+    :return: tuple containing content type and dictionary of
+         parameters
+    """
+
+    tokens = header.split(";")
+    content_type, params = tokens[0].strip(), tokens[1:]
+    params_dict = {}
+    items_to_strip = "\"' "
+
+    for param in params:
+        param = param.strip()
+        if param:
+            key, value = param, True
+            index_of_equals = param.find("=")
+            if index_of_equals != -1:
+                key = param[:index_of_equals].strip(items_to_strip)
+                value = param[index_of_equals + 1 :].strip(items_to_strip)
+            params_dict[key.lower()] = value
+    return content_type, params_dict
+
+
+def get_encoding_from_headers(headers):
+    """Returns encodings from given HTTP Header Dict.
+
+    :param headers: dictionary to extract encoding from.
+    :rtype: str
+    """
+
+    content_type = headers.get("content-type")
+
+    if not content_type:
+        return None
+
+    content_type, params = _parse_content_type_header(content_type)
+
+    if "charset" in params:
+        return params["charset"].strip("'\"")
+
+    if "text" in content_type:
+        return "ISO-8859-1"
+
+    if "application/json" in content_type:
+        # Assume UTF-8 based on RFC 4627: https://www.ietf.org/rfc/rfc4627.txt since the charset was unset
+        return "utf-8"
+
+
+def stream_decode_response_unicode(iterator, r):
+    """Stream decodes an iterator."""
+
+    if r.encoding is None:
+        yield from iterator
+        return
+
+    decoder = codecs.getincrementaldecoder(r.encoding)(errors="replace")
+    for chunk in iterator:
+        rv = decoder.decode(chunk)
+        if rv:
+            yield rv
+    rv = decoder.decode(b"", final=True)
+    if rv:
+        yield rv
+
+
+def iter_slices(string, slice_length):
+    """Iterate over slices of a string."""
+    pos = 0
+    if slice_length is None or slice_length <= 0:
+        slice_length = len(string)
+    while pos < len(string):
+        yield string[pos : pos + slice_length]
+        pos += slice_length
+
+
+def get_unicode_from_response(r):
+    """Returns the requested content back in unicode.
+
+    :param r: Response object to get unicode content from.
+
+    Tried:
+
+    1. charset from content-type
+    2. fall back and replace all unicode characters
+
+    :rtype: str
+    """
+    warnings.warn(
+        (
+            "In requests 3.0, get_unicode_from_response will be removed. For "
+            "more information, please see the discussion on issue #2266. (This"
+            " warning should only appear once.)"
+        ),
+        DeprecationWarning,
+    )
+
+    tried_encodings = []
+
+    # Try charset from content-type
+    encoding = get_encoding_from_headers(r.headers)
+
+    if encoding:
+        try:
+            return str(r.content, encoding)
+        except UnicodeError:
+            tried_encodings.append(encoding)
+
+    # Fall back:
+    try:
+        return str(r.content, encoding, errors="replace")
+    except TypeError:
+        return r.content
+
+
+# The unreserved URI characters (RFC 3986)
+UNRESERVED_SET = frozenset(
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" + "0123456789-._~"
+)
+
+
+def unquote_unreserved(uri):
+    """Un-escape any percent-escape sequences in a URI that are unreserved
+    characters. This leaves all reserved, illegal and non-ASCII bytes encoded.
+
+    :rtype: str
+    """
+    parts = uri.split("%")
+    for i in range(1, len(parts)):
+        h = parts[i][0:2]
+        if len(h) == 2 and h.isalnum():
+            try:
+                c = chr(int(h, 16))
+            except ValueError:
+                raise InvalidURL(f"Invalid percent-escape sequence: '{h}'")
+
+            if c in UNRESERVED_SET:
+                parts[i] = c + parts[i][2:]
+            else:
+                parts[i] = f"%{parts[i]}"
+        else:
+            parts[i] = f"%{parts[i]}"
+    return "".join(parts)
+
+
+def requote_uri(uri):
+    """Re-quote the given URI.
+
+    This function passes the given URI through an unquote/quote cycle to
+    ensure that it is fully and consistently quoted.
+
+    :rtype: str
+    """
+    safe_with_percent = "!#$%&'()*+,/:;=?@[]~"
+    safe_without_percent = "!#$&'()*+,/:;=?@[]~"
+    try:
+        # Unquote only the unreserved characters
+        # Then quote only illegal characters (do not quote reserved,
+        # unreserved, or '%')
+        return quote(unquote_unreserved(uri), safe=safe_with_percent)
+    except InvalidURL:
+        # We couldn't unquote the given URI, so let's try quoting it, but
+        # there may be unquoted '%'s in the URI. We need to make sure they're
+        # properly quoted so they do not cause issues elsewhere.
+        return quote(uri, safe=safe_without_percent)
+
+
+def address_in_network(ip, net):
+    """This function allows you to check if an IP belongs to a network subnet
+
+    Example: returns True if ip = 192.168.1.1 and net = 192.168.1.0/24
+             returns False if ip = 192.168.1.1 and net = 192.168.100.0/24
+
+    :rtype: bool
+    """
+    ipaddr = struct.unpack("=L", socket.inet_aton(ip))[0]
+    netaddr, bits = net.split("/")
+    netmask = struct.unpack("=L", socket.inet_aton(dotted_netmask(int(bits))))[0]
+    network = struct.unpack("=L", socket.inet_aton(netaddr))[0] & netmask
+    return (ipaddr & netmask) == (network & netmask)
+
+
+def dotted_netmask(mask):
+    """Converts mask from /xx format to xxx.xxx.xxx.xxx
+
+    Example: if mask is 24 function returns 255.255.255.0
+
+    :rtype: str
+    """
+    bits = 0xFFFFFFFF ^ (1 << 32 - mask) - 1
+    return socket.inet_ntoa(struct.pack(">I", bits))
+
+
+def is_ipv4_address(string_ip):
+    """
+    :rtype: bool
+    """
+    try:
+        socket.inet_aton(string_ip)
+    except OSError:
+        return False
+    return True
+
+
+def is_valid_cidr(string_network):
+    """
+    Very simple check of the cidr format in no_proxy variable.
+
+    :rtype: bool
+    """
+    if string_network.count("/") == 1:
+        try:
+            mask = int(string_network.split("/")[1])
+        except ValueError:
+            return False
+
+        if mask < 1 or mask > 32:
+            return False
+
+        try:
+            socket.inet_aton(string_network.split("/")[0])
+        except OSError:
+            return False
+    else:
+        return False
+    return True
+
+
+@contextlib.contextmanager
+def set_environ(env_name, value):
+    """Set the environment variable 'env_name' to 'value'
+
+    Save previous value, yield, and then restore the previous value stored in
+    the environment variable 'env_name'.
+
+    If 'value' is None, do nothing"""
+    value_changed = value is not None
+    if value_changed:
+        old_value = os.environ.get(env_name)
+        os.environ[env_name] = value
+    try:
+        yield
+    finally:
+        if value_changed:
+            if old_value is None:
+                del os.environ[env_name]
+            else:
+                os.environ[env_name] = old_value
+
+
+def should_bypass_proxies(url, no_proxy):
+    """
+    Returns whether we should bypass proxies or not.
+
+    :rtype: bool
+    """
+
+    # Prioritize lowercase environment variables over uppercase
+    # to keep a consistent behaviour with other http projects (curl, wget).
+    def get_proxy(key):
+        return os.environ.get(key) or os.environ.get(key.upper())
+
+    # First check whether no_proxy is defined. If it is, check that the URL
+    # we're getting isn't in the no_proxy list.
+    no_proxy_arg = no_proxy
+    if no_proxy is None:
+        no_proxy = get_proxy("no_proxy")
+    parsed = urlparse(url)
+
+    if parsed.hostname is None:
+        # URLs don't always have hostnames, e.g. file:/// urls.
+        return True
+
+    if no_proxy:
+        # We need to check whether we match here. We need to see if we match
+        # the end of the hostname, both with and without the port.
+        no_proxy = (host for host in no_proxy.replace(" ", "").split(",") if host)
+
+        if is_ipv4_address(parsed.hostname):
+            for proxy_ip in no_proxy:
+                if is_valid_cidr(proxy_ip):
+                    if address_in_network(parsed.hostname, proxy_ip):
+                        return True
+                elif parsed.hostname == proxy_ip:
+                    # If no_proxy ip was defined in plain IP notation instead of cidr notation &
+                    # matches the IP of the index
+                    return True
+        else:
+            host_with_port = parsed.hostname
+            if parsed.port:
+                host_with_port += f":{parsed.port}"
+
+            for host in no_proxy:
+                if parsed.hostname.endswith(host) or host_with_port.endswith(host):
+                    # The URL does match something in no_proxy, so we don't want
+                    # to apply the proxies on this URL.
+                    return True
+
+    with set_environ("no_proxy", no_proxy_arg):
+        # parsed.hostname can be `None` in cases such as a file URI.
+        try:
+            bypass = proxy_bypass(parsed.hostname)
+        except (TypeError, socket.gaierror):
+            bypass = False
+
+    if bypass:
+        return True
+
+    return False
+
+
+def get_environ_proxies(url, no_proxy=None):
+    """
+    Return a dict of environment proxies.
+
+    :rtype: dict
+    """
+    if should_bypass_proxies(url, no_proxy=no_proxy):
+        return {}
+    else:
+        return getproxies()
+
+
+def select_proxy(url, proxies):
+    """Select a proxy for the url, if applicable.
+
+    :param url: The url being for the request
+    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
+    """
+    proxies = proxies or {}
+    urlparts = urlparse(url)
+    if urlparts.hostname is None:
+        return proxies.get(urlparts.scheme, proxies.get("all"))
+
+    proxy_keys = [
+        urlparts.scheme + "://" + urlparts.hostname,
+        urlparts.scheme,
+        "all://" + urlparts.hostname,
+        "all",
+    ]
+    proxy = None
+    for proxy_key in proxy_keys:
+        if proxy_key in proxies:
+            proxy = proxies[proxy_key]
+            break
+
+    return proxy
+
+
+def resolve_proxies(request, proxies, trust_env=True):
+    """This method takes proxy information from a request and configuration
+    input to resolve a mapping of target proxies. This will consider settings
+    such as NO_PROXY to strip proxy configurations.
+
+    :param request: Request or PreparedRequest
+    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
+    :param trust_env: Boolean declaring whether to trust environment configs
+
+    :rtype: dict
+    """
+    proxies = proxies if proxies is not None else {}
+    url = request.url
+    scheme = urlparse(url).scheme
+    no_proxy = proxies.get("no_proxy")
+    new_proxies = proxies.copy()
+
+    if trust_env and not should_bypass_proxies(url, no_proxy=no_proxy):
+        environ_proxies = get_environ_proxies(url, no_proxy=no_proxy)
+
+        proxy = environ_proxies.get(scheme, environ_proxies.get("all"))
+
+        if proxy:
+            new_proxies.setdefault(scheme, proxy)
+    return new_proxies
+
+
+def default_user_agent(name="python-requests"):
+    """
+    Return a string representing the default user agent.
+
+    :rtype: str
+    """
+    return f"{name}/{__version__}"
+
+
+def default_headers():
+    """
+    :rtype: requests.structures.CaseInsensitiveDict
+    """
+    return CaseInsensitiveDict(
+        {
+            "User-Agent": default_user_agent(),
+            "Accept-Encoding": DEFAULT_ACCEPT_ENCODING,
+            "Accept": "*/*",
+            "Connection": "keep-alive",
+        }
+    )
+
+
+def parse_header_links(value):
+    """Return a list of parsed link headers proxies.
+
+    i.e. Link: <http:/.../front.jpeg>; rel=front; type="image/jpeg",<http://.../back.jpeg>; rel=back;type="image/jpeg"
+
+    :rtype: list
+    """
+
+    links = []
+
+    replace_chars = " '\""
+
+    value = value.strip(replace_chars)
+    if not value:
+        return links
+
+    for val in re.split(", *<", value):
+        try:
+            url, params = val.split(";", 1)
+        except ValueError:
+            url, params = val, ""
+
+        link = {"url": url.strip("<> '\"")}
+
+        for param in params.split(";"):
+            try:
+                key, value = param.split("=")
+            except ValueError:
+                break
+
+            link[key.strip(replace_chars)] = value.strip(replace_chars)
+
+        links.append(link)
+
+    return links
+
+
+# Null bytes; no need to recreate these on each call to guess_json_utf
+_null = "\x00".encode("ascii")  # encoding to ASCII for Python 3
+_null2 = _null * 2
+_null3 = _null * 3
+
+
+def guess_json_utf(data):
+    """
+    :rtype: str
+    """
+    # JSON always starts with two ASCII characters, so detection is as
+    # easy as counting the nulls and from their location and count
+    # determine the encoding. Also detect a BOM, if present.
+    sample = data[:4]
+    if sample in (codecs.BOM_UTF32_LE, codecs.BOM_UTF32_BE):
+        return "utf-32"  # BOM included
+    if sample[:3] == codecs.BOM_UTF8:
+        return "utf-8-sig"  # BOM included, MS style (discouraged)
+    if sample[:2] in (codecs.BOM_UTF16_LE, codecs.BOM_UTF16_BE):
+        return "utf-16"  # BOM included
+    nullcount = sample.count(_null)
+    if nullcount == 0:
+        return "utf-8"
+    if nullcount == 2:
+        if sample[::2] == _null2:  # 1st and 3rd are null
+            return "utf-16-be"
+        if sample[1::2] == _null2:  # 2nd and 4th are null
+            return "utf-16-le"
+        # Did not detect 2 valid UTF-16 ascii-range characters
+    if nullcount == 3:
+        if sample[:3] == _null3:
+            return "utf-32-be"
+        if sample[1:] == _null3:
+            return "utf-32-le"
+        # Did not detect a valid UTF-32 ascii-range character
+    return None
+
+
+def prepend_scheme_if_needed(url, new_scheme):
+    """Given a URL that may or may not have a scheme, prepend the given scheme.
+    Does not replace a present scheme with the one provided as an argument.
+
+    :rtype: str
+    """
+    parsed = parse_url(url)
+    scheme, auth, host, port, path, query, fragment = parsed
+
+    # A defect in urlparse determines that there isn't a netloc present in some
+    # urls. We previously assumed parsing was overly cautious, and swapped the
+    # netloc and path. Due to a lack of tests on the original defect, this is
+    # maintained with parse_url for backwards compatibility.
+    netloc = parsed.netloc
+    if not netloc:
+        netloc, path = path, netloc
+
+    if auth:
+        # parse_url doesn't provide the netloc with auth
+        # so we'll add it ourselves.
+        netloc = "@".join([auth, netloc])
+    if scheme is None:
+        scheme = new_scheme
+    if path is None:
+        path = ""
+
+    return urlunparse((scheme, netloc, path, "", query, fragment))
+
+
+def get_auth_from_url(url):
+    """Given a url with authentication components, extract them into a tuple of
+    username,password.
+
+    :rtype: (str,str)
+    """
+    parsed = urlparse(url)
+
+    try:
+        auth = (unquote(parsed.username), unquote(parsed.password))
+    except (AttributeError, TypeError):
+        auth = ("", "")
+
+    return auth
+
+
+def check_header_validity(header):
+    """Verifies that header parts don't contain leading whitespace
+    reserved characters, or return characters.
+
+    :param header: tuple, in the format (name, value).
+    """
+    name, value = header
+    _validate_header_part(header, name, 0)
+    _validate_header_part(header, value, 1)
+
+
+def _validate_header_part(header, header_part, header_validator_index):
+    if isinstance(header_part, str):
+        validator = _HEADER_VALIDATORS_STR[header_validator_index]
+    elif isinstance(header_part, bytes):
+        validator = _HEADER_VALIDATORS_BYTE[header_validator_index]
+    else:
+        raise InvalidHeader(
+            f"Header part ({header_part!r}) from {header} "
+            f"must be of type str or bytes, not {type(header_part)}"
+        )
+
+    if not validator.match(header_part):
+        header_kind = "name" if header_validator_index == 0 else "value"
+        raise InvalidHeader(
+            f"Invalid leading whitespace, reserved character(s), or return "
+            f"character(s) in header {header_kind}: {header_part!r}"
+        )
+
+
+def urldefragauth(url):
+    """
+    Given a url remove the fragment and the authentication part.
+
+    :rtype: str
+    """
+    scheme, netloc, path, params, query, fragment = urlparse(url)
+
+    # see func:`prepend_scheme_if_needed`
+    if not netloc:
+        netloc, path = path, netloc
+
+    netloc = netloc.rsplit("@", 1)[-1]
+
+    return urlunparse((scheme, netloc, path, params, query, ""))
+
+
+def rewind_body(prepared_request):
+    """Move file pointer back to its recorded starting position
+    so it can be read again on redirect.
+    """
+    body_seek = getattr(prepared_request.body, "seek", None)
+    if body_seek is not None and isinstance(
+        prepared_request._body_position, integer_types
+    ):
+        try:
+            body_seek(prepared_request._body_position)
+        except OSError:
+            raise UnrewindableBodyError(
+                "An error occurred when rewinding request body for redirect."
+            )
+    else:
+        raise UnrewindableBodyError("Unable to rewind request body for redirect.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
new file mode 100644
index 000000000..de6633112
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
@@ -0,0 +1,18 @@
+Copyright (c) 2010-2020 Benjamin Peterson
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in
+the Software without restriction, including without limitation the rights to
+use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
+the Software, and to permit persons to whom the Software is furnished to do so,
+subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
+FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
+COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
+IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
new file mode 100644
index 000000000..6d7525c2e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
@@ -0,0 +1,49 @@
+Metadata-Version: 2.1
+Name: six
+Version: 1.16.0
+Summary: Python 2 and 3 compatibility utilities
+Home-page: https://github.com/benjaminp/six
+Author: Benjamin Peterson
+Author-email: benjamin@python.org
+License: MIT
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 3
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Topic :: Software Development :: Libraries
+Classifier: Topic :: Utilities
+Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*
+
+.. image:: https://img.shields.io/pypi/v/six.svg
+   :target: https://pypi.org/project/six/
+   :alt: six on PyPI
+
+.. image:: https://travis-ci.org/benjaminp/six.svg?branch=master
+   :target: https://travis-ci.org/benjaminp/six
+   :alt: six on TravisCI
+
+.. image:: https://readthedocs.org/projects/six/badge/?version=latest
+   :target: https://six.readthedocs.io/
+   :alt: six's documentation on Read the Docs
+
+.. image:: https://img.shields.io/badge/license-MIT-green.svg
+   :target: https://github.com/benjaminp/six/blob/master/LICENSE
+   :alt: MIT License badge
+
+Six is a Python 2 and 3 compatibility library.  It provides utility functions
+for smoothing over the differences between the Python versions with the goal of
+writing Python code that is compatible on both Python versions.  See the
+documentation for more information on what is provided.
+
+Six supports Python 2.7 and 3.3+.  It is contained in only one Python
+file, so it can be easily copied into your project. (The copyright and license
+notice must be retained.)
+
+Online documentation is at https://six.readthedocs.io/.
+
+Bugs can be reported to https://github.com/benjaminp/six.  The code can also
+be found there.
+
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
new file mode 100644
index 000000000..17e2e083f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
@@ -0,0 +1,8 @@
+__pycache__/six.cpython-311.pyc,,
+six-1.16.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+six-1.16.0.dist-info/LICENSE,sha256=i7hQxWWqOJ_cFvOkaWWtI9gq3_YPI5P8J2K2MYXo5sk,1066
+six-1.16.0.dist-info/METADATA,sha256=VQcGIFCAEmfZcl77E5riPCN4v2TIsc_qtacnjxKHJoI,1795
+six-1.16.0.dist-info/RECORD,,
+six-1.16.0.dist-info/WHEEL,sha256=Z-nyYpwrcSqxfdux5Mbn_DQ525iP7J2DG3JgGvOYyTQ,110
+six-1.16.0.dist-info/top_level.txt,sha256=_iVH_iYEtEXnD8nYGQYpYFUvkUW9sEO1GYbkeKSAais,4
+six.py,sha256=TOOfQi7nFGfMrIvtdr6wX4wyHH8M7aknmuLfo2cBBrM,34549
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
new file mode 100644
index 000000000..01b8fc7d4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.36.2)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
new file mode 100644
index 000000000..ffe2fce49
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+six
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
new file mode 100644
index 000000000..4e15675d8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
@@ -0,0 +1,998 @@
+# Copyright (c) 2010-2020 Benjamin Peterson
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+"""Utilities for writing code that runs on Python 2 and 3"""
+
+from __future__ import absolute_import
+
+import functools
+import itertools
+import operator
+import sys
+import types
+
+__author__ = "Benjamin Peterson <benjamin@python.org>"
+__version__ = "1.16.0"
+
+
+# Useful for very coarse version differentiation.
+PY2 = sys.version_info[0] == 2
+PY3 = sys.version_info[0] == 3
+PY34 = sys.version_info[0:2] >= (3, 4)
+
+if PY3:
+    string_types = str,
+    integer_types = int,
+    class_types = type,
+    text_type = str
+    binary_type = bytes
+
+    MAXSIZE = sys.maxsize
+else:
+    string_types = basestring,
+    integer_types = (int, long)
+    class_types = (type, types.ClassType)
+    text_type = unicode
+    binary_type = str
+
+    if sys.platform.startswith("java"):
+        # Jython always uses 32 bits.
+        MAXSIZE = int((1 << 31) - 1)
+    else:
+        # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
+        class X(object):
+
+            def __len__(self):
+                return 1 << 31
+        try:
+            len(X())
+        except OverflowError:
+            # 32-bit
+            MAXSIZE = int((1 << 31) - 1)
+        else:
+            # 64-bit
+            MAXSIZE = int((1 << 63) - 1)
+        del X
+
+if PY34:
+    from importlib.util import spec_from_loader
+else:
+    spec_from_loader = None
+
+
+def _add_doc(func, doc):
+    """Add documentation to a function."""
+    func.__doc__ = doc
+
+
+def _import_module(name):
+    """Import module, returning the module after the last dot."""
+    __import__(name)
+    return sys.modules[name]
+
+
+class _LazyDescr(object):
+
+    def __init__(self, name):
+        self.name = name
+
+    def __get__(self, obj, tp):
+        result = self._resolve()
+        setattr(obj, self.name, result)  # Invokes __set__.
+        try:
+            # This is a bit ugly, but it avoids running this again by
+            # removing this descriptor.
+            delattr(obj.__class__, self.name)
+        except AttributeError:
+            pass
+        return result
+
+
+class MovedModule(_LazyDescr):
+
+    def __init__(self, name, old, new=None):
+        super(MovedModule, self).__init__(name)
+        if PY3:
+            if new is None:
+                new = name
+            self.mod = new
+        else:
+            self.mod = old
+
+    def _resolve(self):
+        return _import_module(self.mod)
+
+    def __getattr__(self, attr):
+        _module = self._resolve()
+        value = getattr(_module, attr)
+        setattr(self, attr, value)
+        return value
+
+
+class _LazyModule(types.ModuleType):
+
+    def __init__(self, name):
+        super(_LazyModule, self).__init__(name)
+        self.__doc__ = self.__class__.__doc__
+
+    def __dir__(self):
+        attrs = ["__doc__", "__name__"]
+        attrs += [attr.name for attr in self._moved_attributes]
+        return attrs
+
+    # Subclasses should override this
+    _moved_attributes = []
+
+
+class MovedAttribute(_LazyDescr):
+
+    def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
+        super(MovedAttribute, self).__init__(name)
+        if PY3:
+            if new_mod is None:
+                new_mod = name
+            self.mod = new_mod
+            if new_attr is None:
+                if old_attr is None:
+                    new_attr = name
+                else:
+                    new_attr = old_attr
+            self.attr = new_attr
+        else:
+            self.mod = old_mod
+            if old_attr is None:
+                old_attr = name
+            self.attr = old_attr
+
+    def _resolve(self):
+        module = _import_module(self.mod)
+        return getattr(module, self.attr)
+
+
+class _SixMetaPathImporter(object):
+
+    """
+    A meta path importer to import six.moves and its submodules.
+
+    This class implements a PEP302 finder and loader. It should be compatible
+    with Python 2.5 and all existing versions of Python3
+    """
+
+    def __init__(self, six_module_name):
+        self.name = six_module_name
+        self.known_modules = {}
+
+    def _add_module(self, mod, *fullnames):
+        for fullname in fullnames:
+            self.known_modules[self.name + "." + fullname] = mod
+
+    def _get_module(self, fullname):
+        return self.known_modules[self.name + "." + fullname]
+
+    def find_module(self, fullname, path=None):
+        if fullname in self.known_modules:
+            return self
+        return None
+
+    def find_spec(self, fullname, path, target=None):
+        if fullname in self.known_modules:
+            return spec_from_loader(fullname, self)
+        return None
+
+    def __get_module(self, fullname):
+        try:
+            return self.known_modules[fullname]
+        except KeyError:
+            raise ImportError("This loader does not know module " + fullname)
+
+    def load_module(self, fullname):
+        try:
+            # in case of a reload
+            return sys.modules[fullname]
+        except KeyError:
+            pass
+        mod = self.__get_module(fullname)
+        if isinstance(mod, MovedModule):
+            mod = mod._resolve()
+        else:
+            mod.__loader__ = self
+        sys.modules[fullname] = mod
+        return mod
+
+    def is_package(self, fullname):
+        """
+        Return true, if the named module is a package.
+
+        We need this method to get correct spec objects with
+        Python 3.4 (see PEP451)
+        """
+        return hasattr(self.__get_module(fullname), "__path__")
+
+    def get_code(self, fullname):
+        """Return None
+
+        Required, if is_package is implemented"""
+        self.__get_module(fullname)  # eventually raises ImportError
+        return None
+    get_source = get_code  # same as get_code
+
+    def create_module(self, spec):
+        return self.load_module(spec.name)
+
+    def exec_module(self, module):
+        pass
+
+_importer = _SixMetaPathImporter(__name__)
+
+
+class _MovedItems(_LazyModule):
+
+    """Lazy loading of moved objects"""
+    __path__ = []  # mark as package
+
+
+_moved_attributes = [
+    MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
+    MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
+    MovedAttribute("filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"),
+    MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
+    MovedAttribute("intern", "__builtin__", "sys"),
+    MovedAttribute("map", "itertools", "builtins", "imap", "map"),
+    MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
+    MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
+    MovedAttribute("getoutput", "commands", "subprocess"),
+    MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute("reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"),
+    MovedAttribute("reduce", "__builtin__", "functools"),
+    MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
+    MovedAttribute("StringIO", "StringIO", "io"),
+    MovedAttribute("UserDict", "UserDict", "collections"),
+    MovedAttribute("UserList", "UserList", "collections"),
+    MovedAttribute("UserString", "UserString", "collections"),
+    MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
+    MovedAttribute("zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"),
+    MovedModule("builtins", "__builtin__"),
+    MovedModule("configparser", "ConfigParser"),
+    MovedModule("collections_abc", "collections", "collections.abc" if sys.version_info >= (3, 3) else "collections"),
+    MovedModule("copyreg", "copy_reg"),
+    MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
+    MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
+    MovedModule("_dummy_thread", "dummy_thread", "_dummy_thread" if sys.version_info < (3, 9) else "_thread"),
+    MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
+    MovedModule("http_cookies", "Cookie", "http.cookies"),
+    MovedModule("html_entities", "htmlentitydefs", "html.entities"),
+    MovedModule("html_parser", "HTMLParser", "html.parser"),
+    MovedModule("http_client", "httplib", "http.client"),
+    MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
+    MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
+    MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
+    MovedModule("email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"),
+    MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
+    MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
+    MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
+    MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
+    MovedModule("cPickle", "cPickle", "pickle"),
+    MovedModule("queue", "Queue"),
+    MovedModule("reprlib", "repr"),
+    MovedModule("socketserver", "SocketServer"),
+    MovedModule("_thread", "thread", "_thread"),
+    MovedModule("tkinter", "Tkinter"),
+    MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
+    MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
+    MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
+    MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
+    MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
+    MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
+    MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
+    MovedModule("tkinter_colorchooser", "tkColorChooser",
+                "tkinter.colorchooser"),
+    MovedModule("tkinter_commondialog", "tkCommonDialog",
+                "tkinter.commondialog"),
+    MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_font", "tkFont", "tkinter.font"),
+    MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
+    MovedModule("tkinter_tksimpledialog", "tkSimpleDialog",
+                "tkinter.simpledialog"),
+    MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
+    MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
+    MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
+    MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
+    MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
+    MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
+]
+# Add windows specific modules.
+if sys.platform == "win32":
+    _moved_attributes += [
+        MovedModule("winreg", "_winreg"),
+    ]
+
+for attr in _moved_attributes:
+    setattr(_MovedItems, attr.name, attr)
+    if isinstance(attr, MovedModule):
+        _importer._add_module(attr, "moves." + attr.name)
+del attr
+
+_MovedItems._moved_attributes = _moved_attributes
+
+moves = _MovedItems(__name__ + ".moves")
+_importer._add_module(moves, "moves")
+
+
+class Module_six_moves_urllib_parse(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_parse"""
+
+
+_urllib_parse_moved_attributes = [
+    MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
+    MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
+    MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
+    MovedAttribute("urljoin", "urlparse", "urllib.parse"),
+    MovedAttribute("urlparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("quote", "urllib", "urllib.parse"),
+    MovedAttribute("quote_plus", "urllib", "urllib.parse"),
+    MovedAttribute("unquote", "urllib", "urllib.parse"),
+    MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
+    MovedAttribute("unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"),
+    MovedAttribute("urlencode", "urllib", "urllib.parse"),
+    MovedAttribute("splitquery", "urllib", "urllib.parse"),
+    MovedAttribute("splittag", "urllib", "urllib.parse"),
+    MovedAttribute("splituser", "urllib", "urllib.parse"),
+    MovedAttribute("splitvalue", "urllib", "urllib.parse"),
+    MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_params", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_query", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
+]
+for attr in _urllib_parse_moved_attributes:
+    setattr(Module_six_moves_urllib_parse, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
+                      "moves.urllib_parse", "moves.urllib.parse")
+
+
+class Module_six_moves_urllib_error(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_error"""
+
+
+_urllib_error_moved_attributes = [
+    MovedAttribute("URLError", "urllib2", "urllib.error"),
+    MovedAttribute("HTTPError", "urllib2", "urllib.error"),
+    MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
+]
+for attr in _urllib_error_moved_attributes:
+    setattr(Module_six_moves_urllib_error, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
+                      "moves.urllib_error", "moves.urllib.error")
+
+
+class Module_six_moves_urllib_request(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_request"""
+
+
+_urllib_request_moved_attributes = [
+    MovedAttribute("urlopen", "urllib2", "urllib.request"),
+    MovedAttribute("install_opener", "urllib2", "urllib.request"),
+    MovedAttribute("build_opener", "urllib2", "urllib.request"),
+    MovedAttribute("pathname2url", "urllib", "urllib.request"),
+    MovedAttribute("url2pathname", "urllib", "urllib.request"),
+    MovedAttribute("getproxies", "urllib", "urllib.request"),
+    MovedAttribute("Request", "urllib2", "urllib.request"),
+    MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
+    MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FileHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("urlretrieve", "urllib", "urllib.request"),
+    MovedAttribute("urlcleanup", "urllib", "urllib.request"),
+    MovedAttribute("URLopener", "urllib", "urllib.request"),
+    MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
+    MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
+    MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
+    MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
+]
+for attr in _urllib_request_moved_attributes:
+    setattr(Module_six_moves_urllib_request, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
+                      "moves.urllib_request", "moves.urllib.request")
+
+
+class Module_six_moves_urllib_response(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_response"""
+
+
+_urllib_response_moved_attributes = [
+    MovedAttribute("addbase", "urllib", "urllib.response"),
+    MovedAttribute("addclosehook", "urllib", "urllib.response"),
+    MovedAttribute("addinfo", "urllib", "urllib.response"),
+    MovedAttribute("addinfourl", "urllib", "urllib.response"),
+]
+for attr in _urllib_response_moved_attributes:
+    setattr(Module_six_moves_urllib_response, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
+                      "moves.urllib_response", "moves.urllib.response")
+
+
+class Module_six_moves_urllib_robotparser(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_robotparser"""
+
+
+_urllib_robotparser_moved_attributes = [
+    MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
+]
+for attr in _urllib_robotparser_moved_attributes:
+    setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_robotparser._moved_attributes = _urllib_robotparser_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
+                      "moves.urllib_robotparser", "moves.urllib.robotparser")
+
+
+class Module_six_moves_urllib(types.ModuleType):
+
+    """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
+    __path__ = []  # mark as package
+    parse = _importer._get_module("moves.urllib_parse")
+    error = _importer._get_module("moves.urllib_error")
+    request = _importer._get_module("moves.urllib_request")
+    response = _importer._get_module("moves.urllib_response")
+    robotparser = _importer._get_module("moves.urllib_robotparser")
+
+    def __dir__(self):
+        return ['parse', 'error', 'request', 'response', 'robotparser']
+
+_importer._add_module(Module_six_moves_urllib(__name__ + ".moves.urllib"),
+                      "moves.urllib")
+
+
+def add_move(move):
+    """Add an item to six.moves."""
+    setattr(_MovedItems, move.name, move)
+
+
+def remove_move(name):
+    """Remove item from six.moves."""
+    try:
+        delattr(_MovedItems, name)
+    except AttributeError:
+        try:
+            del moves.__dict__[name]
+        except KeyError:
+            raise AttributeError("no such move, %r" % (name,))
+
+
+if PY3:
+    _meth_func = "__func__"
+    _meth_self = "__self__"
+
+    _func_closure = "__closure__"
+    _func_code = "__code__"
+    _func_defaults = "__defaults__"
+    _func_globals = "__globals__"
+else:
+    _meth_func = "im_func"
+    _meth_self = "im_self"
+
+    _func_closure = "func_closure"
+    _func_code = "func_code"
+    _func_defaults = "func_defaults"
+    _func_globals = "func_globals"
+
+
+try:
+    advance_iterator = next
+except NameError:
+    def advance_iterator(it):
+        return it.next()
+next = advance_iterator
+
+
+try:
+    callable = callable
+except NameError:
+    def callable(obj):
+        return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
+
+
+if PY3:
+    def get_unbound_function(unbound):
+        return unbound
+
+    create_bound_method = types.MethodType
+
+    def create_unbound_method(func, cls):
+        return func
+
+    Iterator = object
+else:
+    def get_unbound_function(unbound):
+        return unbound.im_func
+
+    def create_bound_method(func, obj):
+        return types.MethodType(func, obj, obj.__class__)
+
+    def create_unbound_method(func, cls):
+        return types.MethodType(func, None, cls)
+
+    class Iterator(object):
+
+        def next(self):
+            return type(self).__next__(self)
+
+    callable = callable
+_add_doc(get_unbound_function,
+         """Get the function out of a possibly unbound function""")
+
+
+get_method_function = operator.attrgetter(_meth_func)
+get_method_self = operator.attrgetter(_meth_self)
+get_function_closure = operator.attrgetter(_func_closure)
+get_function_code = operator.attrgetter(_func_code)
+get_function_defaults = operator.attrgetter(_func_defaults)
+get_function_globals = operator.attrgetter(_func_globals)
+
+
+if PY3:
+    def iterkeys(d, **kw):
+        return iter(d.keys(**kw))
+
+    def itervalues(d, **kw):
+        return iter(d.values(**kw))
+
+    def iteritems(d, **kw):
+        return iter(d.items(**kw))
+
+    def iterlists(d, **kw):
+        return iter(d.lists(**kw))
+
+    viewkeys = operator.methodcaller("keys")
+
+    viewvalues = operator.methodcaller("values")
+
+    viewitems = operator.methodcaller("items")
+else:
+    def iterkeys(d, **kw):
+        return d.iterkeys(**kw)
+
+    def itervalues(d, **kw):
+        return d.itervalues(**kw)
+
+    def iteritems(d, **kw):
+        return d.iteritems(**kw)
+
+    def iterlists(d, **kw):
+        return d.iterlists(**kw)
+
+    viewkeys = operator.methodcaller("viewkeys")
+
+    viewvalues = operator.methodcaller("viewvalues")
+
+    viewitems = operator.methodcaller("viewitems")
+
+_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
+_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
+_add_doc(iteritems,
+         "Return an iterator over the (key, value) pairs of a dictionary.")
+_add_doc(iterlists,
+         "Return an iterator over the (key, [values]) pairs of a dictionary.")
+
+
+if PY3:
+    def b(s):
+        return s.encode("latin-1")
+
+    def u(s):
+        return s
+    unichr = chr
+    import struct
+    int2byte = struct.Struct(">B").pack
+    del struct
+    byte2int = operator.itemgetter(0)
+    indexbytes = operator.getitem
+    iterbytes = iter
+    import io
+    StringIO = io.StringIO
+    BytesIO = io.BytesIO
+    del io
+    _assertCountEqual = "assertCountEqual"
+    if sys.version_info[1] <= 1:
+        _assertRaisesRegex = "assertRaisesRegexp"
+        _assertRegex = "assertRegexpMatches"
+        _assertNotRegex = "assertNotRegexpMatches"
+    else:
+        _assertRaisesRegex = "assertRaisesRegex"
+        _assertRegex = "assertRegex"
+        _assertNotRegex = "assertNotRegex"
+else:
+    def b(s):
+        return s
+    # Workaround for standalone backslash
+
+    def u(s):
+        return unicode(s.replace(r'\\', r'\\\\'), "unicode_escape")
+    unichr = unichr
+    int2byte = chr
+
+    def byte2int(bs):
+        return ord(bs[0])
+
+    def indexbytes(buf, i):
+        return ord(buf[i])
+    iterbytes = functools.partial(itertools.imap, ord)
+    import StringIO
+    StringIO = BytesIO = StringIO.StringIO
+    _assertCountEqual = "assertItemsEqual"
+    _assertRaisesRegex = "assertRaisesRegexp"
+    _assertRegex = "assertRegexpMatches"
+    _assertNotRegex = "assertNotRegexpMatches"
+_add_doc(b, """Byte literal""")
+_add_doc(u, """Text literal""")
+
+
+def assertCountEqual(self, *args, **kwargs):
+    return getattr(self, _assertCountEqual)(*args, **kwargs)
+
+
+def assertRaisesRegex(self, *args, **kwargs):
+    return getattr(self, _assertRaisesRegex)(*args, **kwargs)
+
+
+def assertRegex(self, *args, **kwargs):
+    return getattr(self, _assertRegex)(*args, **kwargs)
+
+
+def assertNotRegex(self, *args, **kwargs):
+    return getattr(self, _assertNotRegex)(*args, **kwargs)
+
+
+if PY3:
+    exec_ = getattr(moves.builtins, "exec")
+
+    def reraise(tp, value, tb=None):
+        try:
+            if value is None:
+                value = tp()
+            if value.__traceback__ is not tb:
+                raise value.with_traceback(tb)
+            raise value
+        finally:
+            value = None
+            tb = None
+
+else:
+    def exec_(_code_, _globs_=None, _locs_=None):
+        """Execute code in a namespace."""
+        if _globs_ is None:
+            frame = sys._getframe(1)
+            _globs_ = frame.f_globals
+            if _locs_ is None:
+                _locs_ = frame.f_locals
+            del frame
+        elif _locs_ is None:
+            _locs_ = _globs_
+        exec("""exec _code_ in _globs_, _locs_""")
+
+    exec_("""def reraise(tp, value, tb=None):
+    try:
+        raise tp, value, tb
+    finally:
+        tb = None
+""")
+
+
+if sys.version_info[:2] > (3,):
+    exec_("""def raise_from(value, from_value):
+    try:
+        raise value from from_value
+    finally:
+        value = None
+""")
+else:
+    def raise_from(value, from_value):
+        raise value
+
+
+print_ = getattr(moves.builtins, "print", None)
+if print_ is None:
+    def print_(*args, **kwargs):
+        """The new-style print function for Python 2.4 and 2.5."""
+        fp = kwargs.pop("file", sys.stdout)
+        if fp is None:
+            return
+
+        def write(data):
+            if not isinstance(data, basestring):
+                data = str(data)
+            # If the file has an encoding, encode unicode with it.
+            if (isinstance(fp, file) and
+                    isinstance(data, unicode) and
+                    fp.encoding is not None):
+                errors = getattr(fp, "errors", None)
+                if errors is None:
+                    errors = "strict"
+                data = data.encode(fp.encoding, errors)
+            fp.write(data)
+        want_unicode = False
+        sep = kwargs.pop("sep", None)
+        if sep is not None:
+            if isinstance(sep, unicode):
+                want_unicode = True
+            elif not isinstance(sep, str):
+                raise TypeError("sep must be None or a string")
+        end = kwargs.pop("end", None)
+        if end is not None:
+            if isinstance(end, unicode):
+                want_unicode = True
+            elif not isinstance(end, str):
+                raise TypeError("end must be None or a string")
+        if kwargs:
+            raise TypeError("invalid keyword arguments to print()")
+        if not want_unicode:
+            for arg in args:
+                if isinstance(arg, unicode):
+                    want_unicode = True
+                    break
+        if want_unicode:
+            newline = unicode("\n")
+            space = unicode(" ")
+        else:
+            newline = "\n"
+            space = " "
+        if sep is None:
+            sep = space
+        if end is None:
+            end = newline
+        for i, arg in enumerate(args):
+            if i:
+                write(sep)
+            write(arg)
+        write(end)
+if sys.version_info[:2] < (3, 3):
+    _print = print_
+
+    def print_(*args, **kwargs):
+        fp = kwargs.get("file", sys.stdout)
+        flush = kwargs.pop("flush", False)
+        _print(*args, **kwargs)
+        if flush and fp is not None:
+            fp.flush()
+
+_add_doc(reraise, """Reraise an exception.""")
+
+if sys.version_info[0:2] < (3, 4):
+    # This does exactly the same what the :func:`py3:functools.update_wrapper`
+    # function does on Python versions after 3.2. It sets the ``__wrapped__``
+    # attribute on ``wrapper`` object and it doesn't raise an error if any of
+    # the attributes mentioned in ``assigned`` and ``updated`` are missing on
+    # ``wrapped`` object.
+    def _update_wrapper(wrapper, wrapped,
+                        assigned=functools.WRAPPER_ASSIGNMENTS,
+                        updated=functools.WRAPPER_UPDATES):
+        for attr in assigned:
+            try:
+                value = getattr(wrapped, attr)
+            except AttributeError:
+                continue
+            else:
+                setattr(wrapper, attr, value)
+        for attr in updated:
+            getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
+        wrapper.__wrapped__ = wrapped
+        return wrapper
+    _update_wrapper.__doc__ = functools.update_wrapper.__doc__
+
+    def wraps(wrapped, assigned=functools.WRAPPER_ASSIGNMENTS,
+              updated=functools.WRAPPER_UPDATES):
+        return functools.partial(_update_wrapper, wrapped=wrapped,
+                                 assigned=assigned, updated=updated)
+    wraps.__doc__ = functools.wraps.__doc__
+
+else:
+    wraps = functools.wraps
+
+
+def with_metaclass(meta, *bases):
+    """Create a base class with a metaclass."""
+    # This requires a bit of explanation: the basic idea is to make a dummy
+    # metaclass for one level of class instantiation that replaces itself with
+    # the actual metaclass.
+    class metaclass(type):
+
+        def __new__(cls, name, this_bases, d):
+            if sys.version_info[:2] >= (3, 7):
+                # This version introduced PEP 560 that requires a bit
+                # of extra care (we mimic what is done by __build_class__).
+                resolved_bases = types.resolve_bases(bases)
+                if resolved_bases is not bases:
+                    d['__orig_bases__'] = bases
+            else:
+                resolved_bases = bases
+            return meta(name, resolved_bases, d)
+
+        @classmethod
+        def __prepare__(cls, name, this_bases):
+            return meta.__prepare__(name, bases)
+    return type.__new__(metaclass, 'temporary_class', (), {})
+
+
+def add_metaclass(metaclass):
+    """Class decorator for creating a class with a metaclass."""
+    def wrapper(cls):
+        orig_vars = cls.__dict__.copy()
+        slots = orig_vars.get('__slots__')
+        if slots is not None:
+            if isinstance(slots, str):
+                slots = [slots]
+            for slots_var in slots:
+                orig_vars.pop(slots_var)
+        orig_vars.pop('__dict__', None)
+        orig_vars.pop('__weakref__', None)
+        if hasattr(cls, '__qualname__'):
+            orig_vars['__qualname__'] = cls.__qualname__
+        return metaclass(cls.__name__, cls.__bases__, orig_vars)
+    return wrapper
+
+
+def ensure_binary(s, encoding='utf-8', errors='strict'):
+    """Coerce **s** to six.binary_type.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> encoded to `bytes`
+      - `bytes` -> `bytes`
+    """
+    if isinstance(s, binary_type):
+        return s
+    if isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    raise TypeError("not expecting type '%s'" % type(s))
+
+
+def ensure_str(s, encoding='utf-8', errors='strict'):
+    """Coerce *s* to `str`.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    # Optimization: Fast return for the common case.
+    if type(s) is str:
+        return s
+    if PY2 and isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    elif PY3 and isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif not isinstance(s, (text_type, binary_type)):
+        raise TypeError("not expecting type '%s'" % type(s))
+    return s
+
+
+def ensure_text(s, encoding='utf-8', errors='strict'):
+    """Coerce *s* to six.text_type.
+
+    For Python 2:
+      - `unicode` -> `unicode`
+      - `str` -> `unicode`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    if isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif isinstance(s, text_type):
+        return s
+    else:
+        raise TypeError("not expecting type '%s'" % type(s))
+
+
+def python_2_unicode_compatible(klass):
+    """
+    A class decorator that defines __unicode__ and __str__ methods under Python 2.
+    Under Python 3 it does nothing.
+
+    To support Python 2 and 3 with a single code base, define a __str__ method
+    returning text and apply this decorator to the class.
+    """
+    if PY2:
+        if '__str__' not in klass.__dict__:
+            raise ValueError("@python_2_unicode_compatible cannot be applied "
+                             "to %s because it doesn't define __str__()." %
+                             klass.__name__)
+        klass.__unicode__ = klass.__str__
+        klass.__str__ = lambda self: self.__unicode__().encode('utf-8')
+    return klass
+
+
+# Complete the moves implementation.
+# This code is at the end of this module to speed up module loading.
+# Turn this module into a package.
+__path__ = []  # required for PEP 302 and PEP 451
+__package__ = __name__  # see PEP 366 @ReservedAssignment
+if globals().get("__spec__") is not None:
+    __spec__.submodule_search_locations = []  # PEP 451 @UndefinedVariable
+# Remove other six meta path importers, since they cause problems. This can
+# happen if six is removed from sys.modules and then reloaded. (Setuptools does
+# this for some reason.)
+if sys.meta_path:
+    for i, importer in enumerate(sys.meta_path):
+        # Here's some real nastiness: Another "instance" of the six module might
+        # be floating around. Therefore, we can't use isinstance() to check for
+        # the six meta path importer, since the other six instance will have
+        # inserted an importer with different class.
+        if (type(importer).__name__ == "_SixMetaPathImporter" and
+                importer.name == __name__):
+            del sys.meta_path[i]
+            break
+    del i, importer
+# Finally, add the importer to the meta path import hook.
+sys.meta_path.append(_importer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
new file mode 100644
index 000000000..baeb1dd41
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
@@ -0,0 +1,154 @@
+Metadata-Version: 2.3
+Name: urllib3
+Version: 2.2.2
+Summary: HTTP library with thread-safe connection pooling, file post, and more.
+Project-URL: Changelog, https://github.com/urllib3/urllib3/blob/main/CHANGES.rst
+Project-URL: Documentation, https://urllib3.readthedocs.io
+Project-URL: Code, https://github.com/urllib3/urllib3
+Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
+Author-email: Andrey Petrov <andrey.petrov@shazow.net>
+Maintainer-email: Seth Michael Larson <sethmichaellarson@gmail.com>, Quentin Pradet <quentin@pradet.me>, Illia Volochii <illia.volochii@gmail.com>
+License-File: LICENSE.txt
+Keywords: filepost,http,httplib,https,pooling,ssl,threadsafe,urllib
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=3.8
+Provides-Extra: brotli
+Requires-Dist: brotli>=1.0.9; (platform_python_implementation == 'CPython') and extra == 'brotli'
+Requires-Dist: brotlicffi>=0.8.0; (platform_python_implementation != 'CPython') and extra == 'brotli'
+Provides-Extra: h2
+Requires-Dist: h2<5,>=4; extra == 'h2'
+Provides-Extra: socks
+Requires-Dist: pysocks!=1.5.7,<2.0,>=1.5.6; extra == 'socks'
+Provides-Extra: zstd
+Requires-Dist: zstandard>=0.18.0; extra == 'zstd'
+Description-Content-Type: text/markdown
+
+<h1 align="center">
+
+![urllib3](https://github.com/urllib3/urllib3/raw/main/docs/_static/banner_github.svg)
+
+</h1>
+
+<p align="center">
+  <a href="https://pypi.org/project/urllib3"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/urllib3.svg?maxAge=86400" /></a>
+  <a href="https://pypi.org/project/urllib3"><img alt="Python Versions" src="https://img.shields.io/pypi/pyversions/urllib3.svg?maxAge=86400" /></a>
+  <a href="https://discord.gg/urllib3"><img alt="Join our Discord" src="https://img.shields.io/discord/756342717725933608?color=%237289da&label=discord" /></a>
+  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Coverage Status" src="https://img.shields.io/badge/coverage-100%25-success" /></a>
+  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Build Status on GitHub" src="https://github.com/urllib3/urllib3/workflows/CI/badge.svg" /></a>
+  <a href="https://urllib3.readthedocs.io"><img alt="Documentation Status" src="https://readthedocs.org/projects/urllib3/badge/?version=latest" /></a><br>
+  <a href="https://deps.dev/pypi/urllib3"><img alt="OpenSSF Scorecard" src="https://api.securityscorecards.dev/projects/github.com/urllib3/urllib3/badge" /></a>
+  <a href="https://slsa.dev"><img alt="SLSA 3" src="https://slsa.dev/images/gh-badge-level3.svg" /></a>
+  <a href="https://bestpractices.coreinfrastructure.org/projects/6227"><img alt="CII Best Practices" src="https://bestpractices.coreinfrastructure.org/projects/6227/badge" /></a>
+</p>
+
+urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
+Python ecosystem already uses urllib3 and you should too.
+urllib3 brings many critical features that are missing from the Python
+standard libraries:
+
+- Thread safety.
+- Connection pooling.
+- Client-side SSL/TLS verification.
+- File uploads with multipart encoding.
+- Helpers for retrying requests and dealing with HTTP redirects.
+- Support for gzip, deflate, brotli, and zstd encoding.
+- Proxy support for HTTP and SOCKS.
+- 100% test coverage.
+
+urllib3 is powerful and easy to use:
+
+```python3
+>>> import urllib3
+>>> resp = urllib3.request("GET", "http://httpbin.org/robots.txt")
+>>> resp.status
+200
+>>> resp.data
+b"User-agent: *\nDisallow: /deny\n"
+```
+
+## Installing
+
+urllib3 can be installed with [pip](https://pip.pypa.io):
+
+```bash
+$ python -m pip install urllib3
+```
+
+Alternatively, you can grab the latest source code from [GitHub](https://github.com/urllib3/urllib3):
+
+```bash
+$ git clone https://github.com/urllib3/urllib3.git
+$ cd urllib3
+$ pip install .
+```
+
+
+## Documentation
+
+urllib3 has usage and reference documentation at [urllib3.readthedocs.io](https://urllib3.readthedocs.io).
+
+
+## Community
+
+urllib3 has a [community Discord channel](https://discord.gg/urllib3) for asking questions and
+collaborating with other contributors. Drop by and say hello 👋
+
+
+## Contributing
+
+urllib3 happily accepts contributions. Please see our
+[contributing documentation](https://urllib3.readthedocs.io/en/latest/contributing.html)
+for some tips on getting started.
+
+
+## Security Disclosures
+
+To report a security vulnerability, please use the
+[Tidelift security contact](https://tidelift.com/security).
+Tidelift will coordinate the fix and disclosure with maintainers.
+
+
+## Maintainers
+
+- [@sethmlarson](https://github.com/sethmlarson) (Seth M. Larson)
+- [@pquentin](https://github.com/pquentin) (Quentin Pradet)
+- [@illia-v](https://github.com/illia-v) (Illia Volochii)
+- [@theacodes](https://github.com/theacodes) (Thea Flowers)
+- [@haikuginger](https://github.com/haikuginger) (Jess Shapiro)
+- [@lukasa](https://github.com/lukasa) (Cory Benfield)
+- [@sigmavirus24](https://github.com/sigmavirus24) (Ian Stapleton Cordasco)
+- [@shazow](https://github.com/shazow) (Andrey Petrov)
+
+👋
+
+
+## Sponsorship
+
+If your company benefits from this library, please consider [sponsoring its
+development](https://urllib3.readthedocs.io/en/latest/sponsors.html).
+
+
+## For Enterprise
+
+Professional support for urllib3 is available as part of the [Tidelift
+Subscription][1].  Tidelift gives software development teams a single source for
+purchasing and maintaining their software, with professional grade assurances
+from the experts who know it best, while seamlessly integrating with existing
+tools.
+
+[1]: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
new file mode 100644
index 000000000..878c0d4f0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
@@ -0,0 +1,75 @@
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+urllib3-2.2.2.dist-info/licenses/LICENSE.txt,sha256=Ew46ZNX91dCWp1JpRjSn2d8oRGnehuVzIQAmgEHj1oY,1093
+urllib3/__init__.py,sha256=JMo1tg1nIV1AeJ2vENC_Txfl0e5h6Gzl9DGVk1rWRbo,6979
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
new file mode 100644
index 000000000..516596c76
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: hatchling 1.24.2
+Root-Is-Purelib: true
+Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
new file mode 100644
index 000000000..e6183d027
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2008-2020 Andrey Petrov and contributors.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
new file mode 100644
index 000000000..3fe782c8a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
@@ -0,0 +1,211 @@
+"""
+Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
+"""
+
+from __future__ import annotations
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+import sys
+import typing
+import warnings
+from logging import NullHandler
+
+from . import exceptions
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from ._version import __version__
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
+from .filepost import _TYPE_FIELDS, encode_multipart_formdata
+from .poolmanager import PoolManager, ProxyManager, proxy_from_url
+from .response import BaseHTTPResponse, HTTPResponse
+from .util.request import make_headers
+from .util.retry import Retry
+from .util.timeout import Timeout
+
+# Ensure that Python is compiled with OpenSSL 1.1.1+
+# If the 'ssl' module isn't available at all that's
+# fine, we only care if the module is available.
+try:
+    import ssl
+except ImportError:
+    pass
+else:
+    if not ssl.OPENSSL_VERSION.startswith("OpenSSL "):  # Defensive:
+        warnings.warn(
+            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
+            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
+            "See: https://github.com/urllib3/urllib3/issues/3020",
+            exceptions.NotOpenSSLWarning,
+        )
+    elif ssl.OPENSSL_VERSION_INFO < (1, 1, 1):  # Defensive:
+        raise ImportError(
+            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
+            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
+            "See: https://github.com/urllib3/urllib3/issues/2168"
+        )
+
+__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
+__license__ = "MIT"
+__version__ = __version__
+
+__all__ = (
+    "HTTPConnectionPool",
+    "HTTPHeaderDict",
+    "HTTPSConnectionPool",
+    "PoolManager",
+    "ProxyManager",
+    "HTTPResponse",
+    "Retry",
+    "Timeout",
+    "add_stderr_logger",
+    "connection_from_url",
+    "disable_warnings",
+    "encode_multipart_formdata",
+    "make_headers",
+    "proxy_from_url",
+    "request",
+    "BaseHTTPResponse",
+)
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+
+def add_stderr_logger(
+    level: int = logging.DEBUG,
+) -> logging.StreamHandler[typing.TextIO]:
+    """
+    Helper for quickly adding a StreamHandler to the logger. Useful for
+    debugging.
+
+    Returns the handler after adding it.
+    """
+    # This method needs to be in this __init__.py to get the __name__ correct
+    # even if urllib3 is vendored within another package.
+    logger = logging.getLogger(__name__)
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
+    logger.addHandler(handler)
+    logger.setLevel(level)
+    logger.debug("Added a stderr logging handler to logger: %s", __name__)
+    return handler
+
+
+# ... Clean up.
+del NullHandler
+
+
+# All warning filters *must* be appended unless you're really certain that they
+# shouldn't be: otherwise, it's very hard for users to use most Python
+# mechanisms to silence them.
+# SecurityWarning's always go off by default.
+warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
+# InsecurePlatformWarning's don't vary between requests, so we keep it default.
+warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
+
+
+def disable_warnings(category: type[Warning] = exceptions.HTTPWarning) -> None:
+    """
+    Helper for quickly disabling all urllib3 warnings.
+    """
+    warnings.simplefilter("ignore", category)
+
+
+_DEFAULT_POOL = PoolManager()
+
+
+def request(
+    method: str,
+    url: str,
+    *,
+    body: _TYPE_BODY | None = None,
+    fields: _TYPE_FIELDS | None = None,
+    headers: typing.Mapping[str, str] | None = None,
+    preload_content: bool | None = True,
+    decode_content: bool | None = True,
+    redirect: bool | None = True,
+    retries: Retry | bool | int | None = None,
+    timeout: Timeout | float | int | None = 3,
+    json: typing.Any | None = None,
+) -> BaseHTTPResponse:
+    """
+    A convenience, top-level request method. It uses a module-global ``PoolManager`` instance.
+    Therefore, its side effects could be shared across dependencies relying on it.
+    To avoid side effects create a new ``PoolManager`` instance and use it instead.
+    The method does not accept low-level ``**urlopen_kw`` keyword arguments.
+
+    :param method:
+        HTTP request method (such as GET, POST, PUT, etc.)
+
+    :param url:
+        The URL to perform the request on.
+
+    :param body:
+        Data to send in the request body, either :class:`str`, :class:`bytes`,
+        an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+    :param fields:
+        Data to encode and send in the request body.
+
+    :param headers:
+        Dictionary of custom headers to send, such as User-Agent,
+        If-None-Match, etc.
+
+    :param bool preload_content:
+        If True, the response's body will be preloaded into memory.
+
+    :param bool decode_content:
+        If True, will attempt to decode the body based on the
+        'content-encoding' header.
+
+    :param redirect:
+        If True, automatically handle redirects (status codes 301, 302,
+        303, 307, 308). Each redirect counts as a retry. Disabling retries
+        will disable redirect, too.
+
+    :param retries:
+        Configure the number of retries to allow before raising a
+        :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+        If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
+        :class:`~urllib3.util.retry.Retry` object for fine-grained control
+        over different types of retries.
+        Pass an integer number to retry connection errors that many times,
+        but no other types of errors. Pass zero to never retry.
+
+        If ``False``, then retries are disabled and any exception is raised
+        immediately. Also, instead of raising a MaxRetryError on redirects,
+        the redirect response will be returned.
+
+    :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+    :param timeout:
+        If specified, overrides the default timeout for this one
+        request. It may be a float (in seconds) or an instance of
+        :class:`urllib3.util.Timeout`.
+
+    :param json:
+        Data to encode and send as JSON with UTF-encoded in the request body.
+        The ``"Content-Type"`` header will be set to ``"application/json"``
+        unless specified otherwise.
+    """
+
+    return _DEFAULT_POOL.request(
+        method,
+        url,
+        body=body,
+        fields=fields,
+        headers=headers,
+        preload_content=preload_content,
+        decode_content=decode_content,
+        redirect=redirect,
+        retries=retries,
+        timeout=timeout,
+        json=json,
+    )
+
+
+if sys.platform == "emscripten":
+    from .contrib.emscripten import inject_into_urllib3  # noqa: 401
+
+    inject_into_urllib3()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
new file mode 100644
index 000000000..29ca33487
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
@@ -0,0 +1,172 @@
+from __future__ import annotations
+
+import typing
+
+from .util.connection import _TYPE_SOCKET_OPTIONS
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+from .util.url import Url
+
+_TYPE_BODY = typing.Union[bytes, typing.IO[typing.Any], typing.Iterable[bytes], str]
+
+
+class ProxyConfig(typing.NamedTuple):
+    ssl_context: ssl.SSLContext | None
+    use_forwarding_for_https: bool
+    assert_hostname: None | str | typing.Literal[False]
+    assert_fingerprint: str | None
+
+
+class _ResponseOptions(typing.NamedTuple):
+    # TODO: Remove this in favor of a better
+    # HTTP request/response lifecycle tracking.
+    request_method: str
+    request_url: str
+    preload_content: bool
+    decode_content: bool
+    enforce_content_length: bool
+
+
+if typing.TYPE_CHECKING:
+    import ssl
+    from typing import Protocol
+
+    from .response import BaseHTTPResponse
+
+    class BaseHTTPConnection(Protocol):
+        default_port: typing.ClassVar[int]
+        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+        host: str
+        port: int
+        timeout: None | (
+            float
+        )  # Instance doesn't store _DEFAULT_TIMEOUT, must be resolved.
+        blocksize: int
+        source_address: tuple[str, int] | None
+        socket_options: _TYPE_SOCKET_OPTIONS | None
+
+        proxy: Url | None
+        proxy_config: ProxyConfig | None
+
+        is_verified: bool
+        proxy_is_verified: bool | None
+
+        def __init__(
+            self,
+            host: str,
+            port: int | None = None,
+            *,
+            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+            source_address: tuple[str, int] | None = None,
+            blocksize: int = 8192,
+            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
+            proxy: Url | None = None,
+            proxy_config: ProxyConfig | None = None,
+        ) -> None:
+            ...
+
+        def set_tunnel(
+            self,
+            host: str,
+            port: int | None = None,
+            headers: typing.Mapping[str, str] | None = None,
+            scheme: str = "http",
+        ) -> None:
+            ...
+
+        def connect(self) -> None:
+            ...
+
+        def request(
+            self,
+            method: str,
+            url: str,
+            body: _TYPE_BODY | None = None,
+            headers: typing.Mapping[str, str] | None = None,
+            # We know *at least* botocore is depending on the order of the
+            # first 3 parameters so to be safe we only mark the later ones
+            # as keyword-only to ensure we have space to extend.
+            *,
+            chunked: bool = False,
+            preload_content: bool = True,
+            decode_content: bool = True,
+            enforce_content_length: bool = True,
+        ) -> None:
+            ...
+
+        def getresponse(self) -> BaseHTTPResponse:
+            ...
+
+        def close(self) -> None:
+            ...
+
+        @property
+        def is_closed(self) -> bool:
+            """Whether the connection either is brand new or has been previously closed.
+            If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
+            properties must be False.
+            """
+
+        @property
+        def is_connected(self) -> bool:
+            """Whether the connection is actively connected to any origin (proxy or target)"""
+
+        @property
+        def has_connected_to_proxy(self) -> bool:
+            """Whether the connection has successfully connected to its proxy.
+            This returns False if no proxy is in use. Used to determine whether
+            errors are coming from the proxy layer or from tunnelling to the target origin.
+            """
+
+    class BaseHTTPSConnection(BaseHTTPConnection, Protocol):
+        default_port: typing.ClassVar[int]
+        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+        # Certificate verification methods
+        cert_reqs: int | str | None
+        assert_hostname: None | str | typing.Literal[False]
+        assert_fingerprint: str | None
+        ssl_context: ssl.SSLContext | None
+
+        # Trusted CAs
+        ca_certs: str | None
+        ca_cert_dir: str | None
+        ca_cert_data: None | str | bytes
+
+        # TLS version
+        ssl_minimum_version: int | None
+        ssl_maximum_version: int | None
+        ssl_version: int | str | None  # Deprecated
+
+        # Client certificates
+        cert_file: str | None
+        key_file: str | None
+        key_password: str | None
+
+        def __init__(
+            self,
+            host: str,
+            port: int | None = None,
+            *,
+            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+            source_address: tuple[str, int] | None = None,
+            blocksize: int = 16384,
+            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
+            proxy: Url | None = None,
+            proxy_config: ProxyConfig | None = None,
+            cert_reqs: int | str | None = None,
+            assert_hostname: None | str | typing.Literal[False] = None,
+            assert_fingerprint: str | None = None,
+            server_hostname: str | None = None,
+            ssl_context: ssl.SSLContext | None = None,
+            ca_certs: str | None = None,
+            ca_cert_dir: str | None = None,
+            ca_cert_data: None | str | bytes = None,
+            ssl_minimum_version: int | None = None,
+            ssl_maximum_version: int | None = None,
+            ssl_version: int | str | None = None,  # Deprecated
+            cert_file: str | None = None,
+            key_file: str | None = None,
+            key_password: str | None = None,
+        ) -> None:
+            ...
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
new file mode 100644
index 000000000..8a4409a12
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
@@ -0,0 +1,483 @@
+from __future__ import annotations
+
+import typing
+from collections import OrderedDict
+from enum import Enum, auto
+from threading import RLock
+
+if typing.TYPE_CHECKING:
+    # We can only import Protocol if TYPE_CHECKING because it's a development
+    # dependency, and is not available at runtime.
+    from typing import Protocol
+
+    from typing_extensions import Self
+
+    class HasGettableStringKeys(Protocol):
+        def keys(self) -> typing.Iterator[str]:
+            ...
+
+        def __getitem__(self, key: str) -> str:
+            ...
+
+
+__all__ = ["RecentlyUsedContainer", "HTTPHeaderDict"]
+
+
+# Key type
+_KT = typing.TypeVar("_KT")
+# Value type
+_VT = typing.TypeVar("_VT")
+# Default type
+_DT = typing.TypeVar("_DT")
+
+ValidHTTPHeaderSource = typing.Union[
+    "HTTPHeaderDict",
+    typing.Mapping[str, str],
+    typing.Iterable[typing.Tuple[str, str]],
+    "HasGettableStringKeys",
+]
+
+
+class _Sentinel(Enum):
+    not_passed = auto()
+
+
+def ensure_can_construct_http_header_dict(
+    potential: object,
+) -> ValidHTTPHeaderSource | None:
+    if isinstance(potential, HTTPHeaderDict):
+        return potential
+    elif isinstance(potential, typing.Mapping):
+        # Full runtime checking of the contents of a Mapping is expensive, so for the
+        # purposes of typechecking, we assume that any Mapping is the right shape.
+        return typing.cast(typing.Mapping[str, str], potential)
+    elif isinstance(potential, typing.Iterable):
+        # Similarly to Mapping, full runtime checking of the contents of an Iterable is
+        # expensive, so for the purposes of typechecking, we assume that any Iterable
+        # is the right shape.
+        return typing.cast(typing.Iterable[typing.Tuple[str, str]], potential)
+    elif hasattr(potential, "keys") and hasattr(potential, "__getitem__"):
+        return typing.cast("HasGettableStringKeys", potential)
+    else:
+        return None
+
+
+class RecentlyUsedContainer(typing.Generic[_KT, _VT], typing.MutableMapping[_KT, _VT]):
+    """
+    Provides a thread-safe dict-like container which maintains up to
+    ``maxsize`` keys while throwing away the least-recently-used keys beyond
+    ``maxsize``.
+
+    :param maxsize:
+        Maximum number of recent elements to retain.
+
+    :param dispose_func:
+        Every time an item is evicted from the container,
+        ``dispose_func(value)`` is called.  Callback which will get called
+    """
+
+    _container: typing.OrderedDict[_KT, _VT]
+    _maxsize: int
+    dispose_func: typing.Callable[[_VT], None] | None
+    lock: RLock
+
+    def __init__(
+        self,
+        maxsize: int = 10,
+        dispose_func: typing.Callable[[_VT], None] | None = None,
+    ) -> None:
+        super().__init__()
+        self._maxsize = maxsize
+        self.dispose_func = dispose_func
+        self._container = OrderedDict()
+        self.lock = RLock()
+
+    def __getitem__(self, key: _KT) -> _VT:
+        # Re-insert the item, moving it to the end of the eviction line.
+        with self.lock:
+            item = self._container.pop(key)
+            self._container[key] = item
+            return item
+
+    def __setitem__(self, key: _KT, value: _VT) -> None:
+        evicted_item = None
+        with self.lock:
+            # Possibly evict the existing value of 'key'
+            try:
+                # If the key exists, we'll overwrite it, which won't change the
+                # size of the pool. Because accessing a key should move it to
+                # the end of the eviction line, we pop it out first.
+                evicted_item = key, self._container.pop(key)
+                self._container[key] = value
+            except KeyError:
+                # When the key does not exist, we insert the value first so that
+                # evicting works in all cases, including when self._maxsize is 0
+                self._container[key] = value
+                if len(self._container) > self._maxsize:
+                    # If we didn't evict an existing value, and we've hit our maximum
+                    # size, then we have to evict the least recently used item from
+                    # the beginning of the container.
+                    evicted_item = self._container.popitem(last=False)
+
+        # After releasing the lock on the pool, dispose of any evicted value.
+        if evicted_item is not None and self.dispose_func:
+            _, evicted_value = evicted_item
+            self.dispose_func(evicted_value)
+
+    def __delitem__(self, key: _KT) -> None:
+        with self.lock:
+            value = self._container.pop(key)
+
+        if self.dispose_func:
+            self.dispose_func(value)
+
+    def __len__(self) -> int:
+        with self.lock:
+            return len(self._container)
+
+    def __iter__(self) -> typing.NoReturn:
+        raise NotImplementedError(
+            "Iteration over this class is unlikely to be threadsafe."
+        )
+
+    def clear(self) -> None:
+        with self.lock:
+            # Copy pointers to all values, then wipe the mapping
+            values = list(self._container.values())
+            self._container.clear()
+
+        if self.dispose_func:
+            for value in values:
+                self.dispose_func(value)
+
+    def keys(self) -> set[_KT]:  # type: ignore[override]
+        with self.lock:
+            return set(self._container.keys())
+
+
+class HTTPHeaderDictItemView(typing.Set[typing.Tuple[str, str]]):
+    """
+    HTTPHeaderDict is unusual for a Mapping[str, str] in that it has two modes of
+    address.
+
+    If we directly try to get an item with a particular name, we will get a string
+    back that is the concatenated version of all the values:
+
+    >>> d['X-Header-Name']
+    'Value1, Value2, Value3'
+
+    However, if we iterate over an HTTPHeaderDict's items, we will optionally combine
+    these values based on whether combine=True was called when building up the dictionary
+
+    >>> d = HTTPHeaderDict({"A": "1", "B": "foo"})
+    >>> d.add("A", "2", combine=True)
+    >>> d.add("B", "bar")
+    >>> list(d.items())
+    [
+        ('A', '1, 2'),
+        ('B', 'foo'),
+        ('B', 'bar'),
+    ]
+
+    This class conforms to the interface required by the MutableMapping ABC while
+    also giving us the nonstandard iteration behavior we want; items with duplicate
+    keys, ordered by time of first insertion.
+    """
+
+    _headers: HTTPHeaderDict
+
+    def __init__(self, headers: HTTPHeaderDict) -> None:
+        self._headers = headers
+
+    def __len__(self) -> int:
+        return len(list(self._headers.iteritems()))
+
+    def __iter__(self) -> typing.Iterator[tuple[str, str]]:
+        return self._headers.iteritems()
+
+    def __contains__(self, item: object) -> bool:
+        if isinstance(item, tuple) and len(item) == 2:
+            passed_key, passed_val = item
+            if isinstance(passed_key, str) and isinstance(passed_val, str):
+                return self._headers._has_value_for_header(passed_key, passed_val)
+        return False
+
+
+class HTTPHeaderDict(typing.MutableMapping[str, str]):
+    """
+    :param headers:
+        An iterable of field-value pairs. Must not contain multiple field names
+        when compared case-insensitively.
+
+    :param kwargs:
+        Additional field-value pairs to pass in to ``dict.update``.
+
+    A ``dict`` like container for storing HTTP Headers.
+
+    Field names are stored and compared case-insensitively in compliance with
+    RFC 7230. Iteration provides the first case-sensitive key seen for each
+    case-insensitive pair.
+
+    Using ``__setitem__`` syntax overwrites fields that compare equal
+    case-insensitively in order to maintain ``dict``'s api. For fields that
+    compare equal, instead create a new ``HTTPHeaderDict`` and use ``.add``
+    in a loop.
+
+    If multiple fields that are equal case-insensitively are passed to the
+    constructor or ``.update``, the behavior is undefined and some will be
+    lost.
+
+    >>> headers = HTTPHeaderDict()
+    >>> headers.add('Set-Cookie', 'foo=bar')
+    >>> headers.add('set-cookie', 'baz=quxx')
+    >>> headers['content-length'] = '7'
+    >>> headers['SET-cookie']
+    'foo=bar, baz=quxx'
+    >>> headers['Content-Length']
+    '7'
+    """
+
+    _container: typing.MutableMapping[str, list[str]]
+
+    def __init__(self, headers: ValidHTTPHeaderSource | None = None, **kwargs: str):
+        super().__init__()
+        self._container = {}  # 'dict' is insert-ordered
+        if headers is not None:
+            if isinstance(headers, HTTPHeaderDict):
+                self._copy_from(headers)
+            else:
+                self.extend(headers)
+        if kwargs:
+            self.extend(kwargs)
+
+    def __setitem__(self, key: str, val: str) -> None:
+        # avoid a bytes/str comparison by decoding before httplib
+        if isinstance(key, bytes):
+            key = key.decode("latin-1")
+        self._container[key.lower()] = [key, val]
+
+    def __getitem__(self, key: str) -> str:
+        val = self._container[key.lower()]
+        return ", ".join(val[1:])
+
+    def __delitem__(self, key: str) -> None:
+        del self._container[key.lower()]
+
+    def __contains__(self, key: object) -> bool:
+        if isinstance(key, str):
+            return key.lower() in self._container
+        return False
+
+    def setdefault(self, key: str, default: str = "") -> str:
+        return super().setdefault(key, default)
+
+    def __eq__(self, other: object) -> bool:
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return False
+        else:
+            other_as_http_header_dict = type(self)(maybe_constructable)
+
+        return {k.lower(): v for k, v in self.itermerged()} == {
+            k.lower(): v for k, v in other_as_http_header_dict.itermerged()
+        }
+
+    def __ne__(self, other: object) -> bool:
+        return not self.__eq__(other)
+
+    def __len__(self) -> int:
+        return len(self._container)
+
+    def __iter__(self) -> typing.Iterator[str]:
+        # Only provide the originally cased names
+        for vals in self._container.values():
+            yield vals[0]
+
+    def discard(self, key: str) -> None:
+        try:
+            del self[key]
+        except KeyError:
+            pass
+
+    def add(self, key: str, val: str, *, combine: bool = False) -> None:
+        """Adds a (name, value) pair, doesn't overwrite the value if it already
+        exists.
+
+        If this is called with combine=True, instead of adding a new header value
+        as a distinct item during iteration, this will instead append the value to
+        any existing header value with a comma. If no existing header value exists
+        for the key, then the value will simply be added, ignoring the combine parameter.
+
+        >>> headers = HTTPHeaderDict(foo='bar')
+        >>> headers.add('Foo', 'baz')
+        >>> headers['foo']
+        'bar, baz'
+        >>> list(headers.items())
+        [('foo', 'bar'), ('foo', 'baz')]
+        >>> headers.add('foo', 'quz', combine=True)
+        >>> list(headers.items())
+        [('foo', 'bar, baz, quz')]
+        """
+        # avoid a bytes/str comparison by decoding before httplib
+        if isinstance(key, bytes):
+            key = key.decode("latin-1")
+        key_lower = key.lower()
+        new_vals = [key, val]
+        # Keep the common case aka no item present as fast as possible
+        vals = self._container.setdefault(key_lower, new_vals)
+        if new_vals is not vals:
+            # if there are values here, then there is at least the initial
+            # key/value pair
+            assert len(vals) >= 2
+            if combine:
+                vals[-1] = vals[-1] + ", " + val
+            else:
+                vals.append(val)
+
+    def extend(self, *args: ValidHTTPHeaderSource, **kwargs: str) -> None:
+        """Generic import function for any type of header-like object.
+        Adapted version of MutableMapping.update in order to insert items
+        with self.add instead of self.__setitem__
+        """
+        if len(args) > 1:
+            raise TypeError(
+                f"extend() takes at most 1 positional arguments ({len(args)} given)"
+            )
+        other = args[0] if len(args) >= 1 else ()
+
+        if isinstance(other, HTTPHeaderDict):
+            for key, val in other.iteritems():
+                self.add(key, val)
+        elif isinstance(other, typing.Mapping):
+            for key, val in other.items():
+                self.add(key, val)
+        elif isinstance(other, typing.Iterable):
+            other = typing.cast(typing.Iterable[typing.Tuple[str, str]], other)
+            for key, value in other:
+                self.add(key, value)
+        elif hasattr(other, "keys") and hasattr(other, "__getitem__"):
+            # THIS IS NOT A TYPESAFE BRANCH
+            # In this branch, the object has a `keys` attr but is not a Mapping or any of
+            # the other types indicated in the method signature. We do some stuff with
+            # it as though it partially implements the Mapping interface, but we're not
+            # doing that stuff safely AT ALL.
+            for key in other.keys():
+                self.add(key, other[key])
+
+        for key, value in kwargs.items():
+            self.add(key, value)
+
+    @typing.overload
+    def getlist(self, key: str) -> list[str]:
+        ...
+
+    @typing.overload
+    def getlist(self, key: str, default: _DT) -> list[str] | _DT:
+        ...
+
+    def getlist(
+        self, key: str, default: _Sentinel | _DT = _Sentinel.not_passed
+    ) -> list[str] | _DT:
+        """Returns a list of all the values for the named field. Returns an
+        empty list if the key doesn't exist."""
+        try:
+            vals = self._container[key.lower()]
+        except KeyError:
+            if default is _Sentinel.not_passed:
+                # _DT is unbound; empty list is instance of List[str]
+                return []
+            # _DT is bound; default is instance of _DT
+            return default
+        else:
+            # _DT may or may not be bound; vals[1:] is instance of List[str], which
+            # meets our external interface requirement of `Union[List[str], _DT]`.
+            return vals[1:]
+
+    def _prepare_for_method_change(self) -> Self:
+        """
+        Remove content-specific header fields before changing the request
+        method to GET or HEAD according to RFC 9110, Section 15.4.
+        """
+        content_specific_headers = [
+            "Content-Encoding",
+            "Content-Language",
+            "Content-Location",
+            "Content-Type",
+            "Content-Length",
+            "Digest",
+            "Last-Modified",
+        ]
+        for header in content_specific_headers:
+            self.discard(header)
+        return self
+
+    # Backwards compatibility for httplib
+    getheaders = getlist
+    getallmatchingheaders = getlist
+    iget = getlist
+
+    # Backwards compatibility for http.cookiejar
+    get_all = getlist
+
+    def __repr__(self) -> str:
+        return f"{type(self).__name__}({dict(self.itermerged())})"
+
+    def _copy_from(self, other: HTTPHeaderDict) -> None:
+        for key in other:
+            val = other.getlist(key)
+            self._container[key.lower()] = [key, *val]
+
+    def copy(self) -> Self:
+        clone = type(self)()
+        clone._copy_from(self)
+        return clone
+
+    def iteritems(self) -> typing.Iterator[tuple[str, str]]:
+        """Iterate over all header lines, including duplicate ones."""
+        for key in self:
+            vals = self._container[key.lower()]
+            for val in vals[1:]:
+                yield vals[0], val
+
+    def itermerged(self) -> typing.Iterator[tuple[str, str]]:
+        """Iterate over all headers, merging duplicate ones together."""
+        for key in self:
+            val = self._container[key.lower()]
+            yield val[0], ", ".join(val[1:])
+
+    def items(self) -> HTTPHeaderDictItemView:  # type: ignore[override]
+        return HTTPHeaderDictItemView(self)
+
+    def _has_value_for_header(self, header_name: str, potential_value: str) -> bool:
+        if header_name in self:
+            return potential_value in self._container[header_name.lower()][1:]
+        return False
+
+    def __ior__(self, other: object) -> HTTPHeaderDict:
+        # Supports extending a header dict in-place using operator |=
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        self.extend(maybe_constructable)
+        return self
+
+    def __or__(self, other: object) -> Self:
+        # Supports merging header dicts using operator |
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        result = self.copy()
+        result.extend(maybe_constructable)
+        return result
+
+    def __ror__(self, other: object) -> Self:
+        # Supports merging header dicts using operator | when other is on left side
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        result = type(self)(maybe_constructable)
+        result.extend(self)
+        return result
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
new file mode 100644
index 000000000..632042f03
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
@@ -0,0 +1,279 @@
+from __future__ import annotations
+
+import json as _json
+import typing
+from urllib.parse import urlencode
+
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from .filepost import _TYPE_FIELDS, encode_multipart_formdata
+from .response import BaseHTTPResponse
+
+__all__ = ["RequestMethods"]
+
+_TYPE_ENCODE_URL_FIELDS = typing.Union[
+    typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]],
+    typing.Mapping[str, typing.Union[str, bytes]],
+]
+
+
+class RequestMethods:
+    """
+    Convenience mixin for classes who implement a :meth:`urlopen` method, such
+    as :class:`urllib3.HTTPConnectionPool` and
+    :class:`urllib3.PoolManager`.
+
+    Provides behavior for making common types of HTTP request methods and
+    decides which type of request field encoding to use.
+
+    Specifically,
+
+    :meth:`.request_encode_url` is for sending requests whose fields are
+    encoded in the URL (such as GET, HEAD, DELETE).
+
+    :meth:`.request_encode_body` is for sending requests whose fields are
+    encoded in the *body* of the request using multipart or www-form-urlencoded
+    (such as for POST, PUT, PATCH).
+
+    :meth:`.request` is for making any kind of request, it will look up the
+    appropriate encoding format and use one of the above two methods to make
+    the request.
+
+    Initializer parameters:
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+    """
+
+    _encode_url_methods = {"DELETE", "GET", "HEAD", "OPTIONS"}
+
+    def __init__(self, headers: typing.Mapping[str, str] | None = None) -> None:
+        self.headers = headers or {}
+
+    def urlopen(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        encode_multipart: bool = True,
+        multipart_boundary: str | None = None,
+        **kw: typing.Any,
+    ) -> BaseHTTPResponse:  # Abstract
+        raise NotImplementedError(
+            "Classes extending RequestMethods must implement "
+            "their own ``urlopen`` method."
+        )
+
+    def request(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        fields: _TYPE_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        json: typing.Any | None = None,
+        **urlopen_kw: typing.Any,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the appropriate encoding of
+        ``fields`` based on the ``method`` used.
+
+        This is a convenience method that requires the least amount of manual
+        effort. It can be used in most situations, while still having the
+        option to drop down to more specific methods when necessary, such as
+        :meth:`request_encode_url`, :meth:`request_encode_body`,
+        or even the lowest level :meth:`urlopen`.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param fields:
+            Data to encode and send in the request body.  Values are processed
+            by :func:`urllib.parse.urlencode`.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param json:
+            Data to encode and send as JSON with UTF-encoded in the request body.
+            The ``"Content-Type"`` header will be set to ``"application/json"``
+            unless specified otherwise.
+        """
+        method = method.upper()
+
+        if json is not None and body is not None:
+            raise TypeError(
+                "request got values for both 'body' and 'json' parameters which are mutually exclusive"
+            )
+
+        if json is not None:
+            if headers is None:
+                headers = self.headers
+
+            if not ("content-type" in map(str.lower, headers.keys())):
+                headers = HTTPHeaderDict(headers)
+                headers["Content-Type"] = "application/json"
+
+            body = _json.dumps(json, separators=(",", ":"), ensure_ascii=False).encode(
+                "utf-8"
+            )
+
+        if body is not None:
+            urlopen_kw["body"] = body
+
+        if method in self._encode_url_methods:
+            return self.request_encode_url(
+                method,
+                url,
+                fields=fields,  # type: ignore[arg-type]
+                headers=headers,
+                **urlopen_kw,
+            )
+        else:
+            return self.request_encode_body(
+                method, url, fields=fields, headers=headers, **urlopen_kw
+            )
+
+    def request_encode_url(
+        self,
+        method: str,
+        url: str,
+        fields: _TYPE_ENCODE_URL_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        **urlopen_kw: str,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the ``fields`` encoded in
+        the url. This is useful for request methods like GET, HEAD, DELETE, etc.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param fields:
+            Data to encode and send in the request body.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+        """
+        if headers is None:
+            headers = self.headers
+
+        extra_kw: dict[str, typing.Any] = {"headers": headers}
+        extra_kw.update(urlopen_kw)
+
+        if fields:
+            url += "?" + urlencode(fields)
+
+        return self.urlopen(method, url, **extra_kw)
+
+    def request_encode_body(
+        self,
+        method: str,
+        url: str,
+        fields: _TYPE_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        encode_multipart: bool = True,
+        multipart_boundary: str | None = None,
+        **urlopen_kw: str,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the ``fields`` encoded in
+        the body. This is useful for request methods like POST, PUT, PATCH, etc.
+
+        When ``encode_multipart=True`` (default), then
+        :func:`urllib3.encode_multipart_formdata` is used to encode
+        the payload with the appropriate content type. Otherwise
+        :func:`urllib.parse.urlencode` is used with the
+        'application/x-www-form-urlencoded' content type.
+
+        Multipart encoding must be used when posting files, and it's reasonably
+        safe to use it in other times too. However, it may break request
+        signing, such as with OAuth.
+
+        Supports an optional ``fields`` parameter of key/value strings AND
+        key/filetuple. A filetuple is a (filename, data, MIME type) tuple where
+        the MIME type is optional. For example::
+
+            fields = {
+                'foo': 'bar',
+                'fakefile': ('foofile.txt', 'contents of foofile'),
+                'realfile': ('barfile.txt', open('realfile').read()),
+                'typedfile': ('bazfile.bin', open('bazfile').read(),
+                              'image/jpeg'),
+                'nonamefile': 'contents of nonamefile field',
+            }
+
+        When uploading a file, providing a filename (the first parameter of the
+        tuple) is optional but recommended to best mimic behavior of browsers.
+
+        Note that if ``headers`` are supplied, the 'Content-Type' header will
+        be overwritten because it depends on the dynamic random boundary string
+        which is used to compose the body of the request. The random boundary
+        string can be explicitly set with the ``multipart_boundary`` parameter.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param fields:
+            Data to encode and send in the request body.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param encode_multipart:
+            If True, encode the ``fields`` using the multipart/form-data MIME
+            format.
+
+        :param multipart_boundary:
+            If not specified, then a random boundary will be generated using
+            :func:`urllib3.filepost.choose_boundary`.
+        """
+        if headers is None:
+            headers = self.headers
+
+        extra_kw: dict[str, typing.Any] = {"headers": HTTPHeaderDict(headers)}
+        body: bytes | str
+
+        if fields:
+            if "body" in urlopen_kw:
+                raise TypeError(
+                    "request got values for both 'fields' and 'body', can only specify one."
+                )
+
+            if encode_multipart:
+                body, content_type = encode_multipart_formdata(
+                    fields, boundary=multipart_boundary
+                )
+            else:
+                body, content_type = (
+                    urlencode(fields),  # type: ignore[arg-type]
+                    "application/x-www-form-urlencoded",
+                )
+
+            extra_kw["body"] = body
+            extra_kw["headers"].setdefault("Content-Type", content_type)
+
+        extra_kw.update(urlopen_kw)
+
+        return self.urlopen(method, url, **extra_kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
new file mode 100644
index 000000000..7442f2b84
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
@@ -0,0 +1,4 @@
+# This file is protected via CODEOWNERS
+from __future__ import annotations
+
+__version__ = "2.2.2"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
new file mode 100644
index 000000000..1b1627920
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
@@ -0,0 +1,929 @@
+from __future__ import annotations
+
+import datetime
+import logging
+import os
+import re
+import socket
+import sys
+import typing
+import warnings
+from http.client import HTTPConnection as _HTTPConnection
+from http.client import HTTPException as HTTPException  # noqa: F401
+from http.client import ResponseNotReady
+from socket import timeout as SocketTimeout
+
+if typing.TYPE_CHECKING:
+    from .response import HTTPResponse
+    from .util.ssl_ import _TYPE_PEER_CERT_RET_DICT
+    from .util.ssltransport import SSLTransport
+
+from ._collections import HTTPHeaderDict
+from .util.response import assert_header_parsing
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT, Timeout
+from .util.util import to_str
+from .util.wait import wait_for_read
+
+try:  # Compiled with SSL?
+    import ssl
+
+    BaseSSLError = ssl.SSLError
+except (ImportError, AttributeError):
+    ssl = None  # type: ignore[assignment]
+
+    class BaseSSLError(BaseException):  # type: ignore[no-redef]
+        pass
+
+
+from ._base_connection import _TYPE_BODY
+from ._base_connection import ProxyConfig as ProxyConfig
+from ._base_connection import _ResponseOptions as _ResponseOptions
+from ._version import __version__
+from .exceptions import (
+    ConnectTimeoutError,
+    HeaderParsingError,
+    NameResolutionError,
+    NewConnectionError,
+    ProxyError,
+    SystemTimeWarning,
+)
+from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection, ssl_
+from .util.request import body_to_chunks
+from .util.ssl_ import assert_fingerprint as _assert_fingerprint
+from .util.ssl_ import (
+    create_urllib3_context,
+    is_ipaddress,
+    resolve_cert_reqs,
+    resolve_ssl_version,
+    ssl_wrap_socket,
+)
+from .util.ssl_match_hostname import CertificateError, match_hostname
+from .util.url import Url
+
+# Not a no-op, we're adding this to the namespace so it can be imported.
+ConnectionError = ConnectionError
+BrokenPipeError = BrokenPipeError
+
+
+log = logging.getLogger(__name__)
+
+port_by_scheme = {"http": 80, "https": 443}
+
+# When it comes time to update this value as a part of regular maintenance
+# (ie test_recent_date is failing) update it to ~6 months before the current date.
+RECENT_DATE = datetime.date(2023, 6, 1)
+
+_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
+
+_HAS_SYS_AUDIT = hasattr(sys, "audit")
+
+
+class HTTPConnection(_HTTPConnection):
+    """
+    Based on :class:`http.client.HTTPConnection` but provides an extra constructor
+    backwards-compatibility layer between older and newer Pythons.
+
+    Additional keyword parameters are used to configure attributes of the connection.
+    Accepted parameters include:
+
+    - ``source_address``: Set the source address for the current connection.
+    - ``socket_options``: Set specific options on the underlying socket. If not specified, then
+      defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
+      Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
+
+      For example, if you wish to enable TCP Keep Alive in addition to the defaults,
+      you might pass:
+
+      .. code-block:: python
+
+         HTTPConnection.default_socket_options + [
+             (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+         ]
+
+      Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
+    """
+
+    default_port: typing.ClassVar[int] = port_by_scheme["http"]  # type: ignore[misc]
+
+    #: Disable Nagle's algorithm by default.
+    #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
+    default_socket_options: typing.ClassVar[connection._TYPE_SOCKET_OPTIONS] = [
+        (socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)
+    ]
+
+    #: Whether this connection verifies the host's certificate.
+    is_verified: bool = False
+
+    #: Whether this proxy connection verified the proxy host's certificate.
+    # If no proxy is currently connected to the value will be ``None``.
+    proxy_is_verified: bool | None = None
+
+    blocksize: int
+    source_address: tuple[str, int] | None
+    socket_options: connection._TYPE_SOCKET_OPTIONS | None
+
+    _has_connected_to_proxy: bool
+    _response_options: _ResponseOptions | None
+    _tunnel_host: str | None
+    _tunnel_port: int | None
+    _tunnel_scheme: str | None
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | (connection._TYPE_SOCKET_OPTIONS) = default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+    ) -> None:
+        super().__init__(
+            host=host,
+            port=port,
+            timeout=Timeout.resolve_default_timeout(timeout),
+            source_address=source_address,
+            blocksize=blocksize,
+        )
+        self.socket_options = socket_options
+        self.proxy = proxy
+        self.proxy_config = proxy_config
+
+        self._has_connected_to_proxy = False
+        self._response_options = None
+        self._tunnel_host: str | None = None
+        self._tunnel_port: int | None = None
+        self._tunnel_scheme: str | None = None
+
+    @property
+    def host(self) -> str:
+        """
+        Getter method to remove any trailing dots that indicate the hostname is an FQDN.
+
+        In general, SSL certificates don't include the trailing dot indicating a
+        fully-qualified domain name, and thus, they don't validate properly when
+        checked against a domain name that includes the dot. In addition, some
+        servers may not expect to receive the trailing dot when provided.
+
+        However, the hostname with trailing dot is critical to DNS resolution; doing a
+        lookup with the trailing dot will properly only resolve the appropriate FQDN,
+        whereas a lookup without a trailing dot will search the system's search domain
+        list. Thus, it's important to keep the original host around for use only in
+        those cases where it's appropriate (i.e., when doing DNS lookup to establish the
+        actual TCP connection across which we're going to send HTTP requests).
+        """
+        return self._dns_host.rstrip(".")
+
+    @host.setter
+    def host(self, value: str) -> None:
+        """
+        Setter for the `host` property.
+
+        We assume that only urllib3 uses the _dns_host attribute; httplib itself
+        only uses `host`, and it seems reasonable that other libraries follow suit.
+        """
+        self._dns_host = value
+
+    def _new_conn(self) -> socket.socket:
+        """Establish a socket connection and set nodelay settings on it.
+
+        :return: New socket connection.
+        """
+        try:
+            sock = connection.create_connection(
+                (self._dns_host, self.port),
+                self.timeout,
+                source_address=self.source_address,
+                socket_options=self.socket_options,
+            )
+        except socket.gaierror as e:
+            raise NameResolutionError(self.host, self, e) from e
+        except SocketTimeout as e:
+            raise ConnectTimeoutError(
+                self,
+                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+            ) from e
+
+        except OSError as e:
+            raise NewConnectionError(
+                self, f"Failed to establish a new connection: {e}"
+            ) from e
+
+        # Audit hooks are only available in Python 3.8+
+        if _HAS_SYS_AUDIT:
+            sys.audit("http.client.connect", self, self.host, self.port)
+
+        return sock
+
+    def set_tunnel(
+        self,
+        host: str,
+        port: int | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        scheme: str = "http",
+    ) -> None:
+        if scheme not in ("http", "https"):
+            raise ValueError(
+                f"Invalid proxy scheme for tunneling: {scheme!r}, must be either 'http' or 'https'"
+            )
+        super().set_tunnel(host, port=port, headers=headers)
+        self._tunnel_scheme = scheme
+
+    def connect(self) -> None:
+        self.sock = self._new_conn()
+        if self._tunnel_host:
+            # If we're tunneling it means we're connected to our proxy.
+            self._has_connected_to_proxy = True
+
+            # TODO: Fix tunnel so it doesn't depend on self.sock state.
+            self._tunnel()  # type: ignore[attr-defined]
+
+        # If there's a proxy to be connected to we are fully connected.
+        # This is set twice (once above and here) due to forwarding proxies
+        # not using tunnelling.
+        self._has_connected_to_proxy = bool(self.proxy)
+
+        if self._has_connected_to_proxy:
+            self.proxy_is_verified = False
+
+    @property
+    def is_closed(self) -> bool:
+        return self.sock is None
+
+    @property
+    def is_connected(self) -> bool:
+        if self.sock is None:
+            return False
+        return not wait_for_read(self.sock, timeout=0.0)
+
+    @property
+    def has_connected_to_proxy(self) -> bool:
+        return self._has_connected_to_proxy
+
+    @property
+    def proxy_is_forwarding(self) -> bool:
+        """
+        Return True if a forwarding proxy is configured, else return False
+        """
+        return bool(self.proxy) and self._tunnel_host is None
+
+    def close(self) -> None:
+        try:
+            super().close()
+        finally:
+            # Reset all stateful properties so connection
+            # can be re-used without leaking prior configs.
+            self.sock = None
+            self.is_verified = False
+            self.proxy_is_verified = None
+            self._has_connected_to_proxy = False
+            self._response_options = None
+            self._tunnel_host = None
+            self._tunnel_port = None
+            self._tunnel_scheme = None
+
+    def putrequest(
+        self,
+        method: str,
+        url: str,
+        skip_host: bool = False,
+        skip_accept_encoding: bool = False,
+    ) -> None:
+        """"""
+        # Empty docstring because the indentation of CPython's implementation
+        # is broken but we don't want this method in our documentation.
+        match = _CONTAINS_CONTROL_CHAR_RE.search(method)
+        if match:
+            raise ValueError(
+                f"Method cannot contain non-token characters {method!r} (found at least {match.group()!r})"
+            )
+
+        return super().putrequest(
+            method, url, skip_host=skip_host, skip_accept_encoding=skip_accept_encoding
+        )
+
+    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
+        """"""
+        if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
+            super().putheader(header, *values)
+        elif to_str(header.lower()) not in SKIPPABLE_HEADERS:
+            skippable_headers = "', '".join(
+                [str.title(header) for header in sorted(SKIPPABLE_HEADERS)]
+            )
+            raise ValueError(
+                f"urllib3.util.SKIP_HEADER only supports '{skippable_headers}'"
+            )
+
+    # `request` method's signature intentionally violates LSP.
+    # urllib3's API is different from `http.client.HTTPConnection` and the subclassing is only incidental.
+    def request(  # type: ignore[override]
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        *,
+        chunked: bool = False,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> None:
+        # Update the inner socket's timeout value to send the request.
+        # This only triggers if the connection is re-used.
+        if self.sock is not None:
+            self.sock.settimeout(self.timeout)
+
+        # Store these values to be fed into the HTTPResponse
+        # object later. TODO: Remove this in favor of a real
+        # HTTP lifecycle mechanism.
+
+        # We have to store these before we call .request()
+        # because sometimes we can still salvage a response
+        # off the wire even if we aren't able to completely
+        # send the request body.
+        self._response_options = _ResponseOptions(
+            request_method=method,
+            request_url=url,
+            preload_content=preload_content,
+            decode_content=decode_content,
+            enforce_content_length=enforce_content_length,
+        )
+
+        if headers is None:
+            headers = {}
+        header_keys = frozenset(to_str(k.lower()) for k in headers)
+        skip_accept_encoding = "accept-encoding" in header_keys
+        skip_host = "host" in header_keys
+        self.putrequest(
+            method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
+        )
+
+        # Transform the body into an iterable of sendall()-able chunks
+        # and detect if an explicit Content-Length is doable.
+        chunks_and_cl = body_to_chunks(body, method=method, blocksize=self.blocksize)
+        chunks = chunks_and_cl.chunks
+        content_length = chunks_and_cl.content_length
+
+        # When chunked is explicit set to 'True' we respect that.
+        if chunked:
+            if "transfer-encoding" not in header_keys:
+                self.putheader("Transfer-Encoding", "chunked")
+        else:
+            # Detect whether a framing mechanism is already in use. If so
+            # we respect that value, otherwise we pick chunked vs content-length
+            # depending on the type of 'body'.
+            if "content-length" in header_keys:
+                chunked = False
+            elif "transfer-encoding" in header_keys:
+                chunked = True
+
+            # Otherwise we go off the recommendation of 'body_to_chunks()'.
+            else:
+                chunked = False
+                if content_length is None:
+                    if chunks is not None:
+                        chunked = True
+                        self.putheader("Transfer-Encoding", "chunked")
+                else:
+                    self.putheader("Content-Length", str(content_length))
+
+        # Now that framing headers are out of the way we send all the other headers.
+        if "user-agent" not in header_keys:
+            self.putheader("User-Agent", _get_default_user_agent())
+        for header, value in headers.items():
+            self.putheader(header, value)
+        self.endheaders()
+
+        # If we're given a body we start sending that in chunks.
+        if chunks is not None:
+            for chunk in chunks:
+                # Sending empty chunks isn't allowed for TE: chunked
+                # as it indicates the end of the body.
+                if not chunk:
+                    continue
+                if isinstance(chunk, str):
+                    chunk = chunk.encode("utf-8")
+                if chunked:
+                    self.send(b"%x\r\n%b\r\n" % (len(chunk), chunk))
+                else:
+                    self.send(chunk)
+
+        # Regardless of whether we have a body or not, if we're in
+        # chunked mode we want to send an explicit empty chunk.
+        if chunked:
+            self.send(b"0\r\n\r\n")
+
+    def request_chunked(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+    ) -> None:
+        """
+        Alternative to the common request method, which sends the
+        body with chunked encoding and not as one block
+        """
+        warnings.warn(
+            "HTTPConnection.request_chunked() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead use HTTPConnection.request(..., chunked=True).",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        self.request(method, url, body=body, headers=headers, chunked=True)
+
+    def getresponse(  # type: ignore[override]
+        self,
+    ) -> HTTPResponse:
+        """
+        Get the response from the server.
+
+        If the HTTPConnection is in the correct state, returns an instance of HTTPResponse or of whatever object is returned by the response_class variable.
+
+        If a request has not been sent or if a previous response has not be handled, ResponseNotReady is raised. If the HTTP response indicates that the connection should be closed, then it will be closed before the response is returned. When the connection is closed, the underlying socket is closed.
+        """
+        # Raise the same error as http.client.HTTPConnection
+        if self._response_options is None:
+            raise ResponseNotReady()
+
+        # Reset this attribute for being used again.
+        resp_options = self._response_options
+        self._response_options = None
+
+        # Since the connection's timeout value may have been updated
+        # we need to set the timeout on the socket.
+        self.sock.settimeout(self.timeout)
+
+        # This is needed here to avoid circular import errors
+        from .response import HTTPResponse
+
+        # Get the response from http.client.HTTPConnection
+        httplib_response = super().getresponse()
+
+        try:
+            assert_header_parsing(httplib_response.msg)
+        except (HeaderParsingError, TypeError) as hpe:
+            log.warning(
+                "Failed to parse headers (url=%s): %s",
+                _url_from_connection(self, resp_options.request_url),
+                hpe,
+                exc_info=True,
+            )
+
+        headers = HTTPHeaderDict(httplib_response.msg.items())
+
+        response = HTTPResponse(
+            body=httplib_response,
+            headers=headers,
+            status=httplib_response.status,
+            version=httplib_response.version,
+            version_string=getattr(self, "_http_vsn_str", "HTTP/?"),
+            reason=httplib_response.reason,
+            preload_content=resp_options.preload_content,
+            decode_content=resp_options.decode_content,
+            original_response=httplib_response,
+            enforce_content_length=resp_options.enforce_content_length,
+            request_method=resp_options.request_method,
+            request_url=resp_options.request_url,
+        )
+        return response
+
+
+class HTTPSConnection(HTTPConnection):
+    """
+    Many of the parameters to this constructor are passed to the underlying SSL
+    socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
+    """
+
+    default_port = port_by_scheme["https"]  # type: ignore[misc]
+
+    cert_reqs: int | str | None = None
+    ca_certs: str | None = None
+    ca_cert_dir: str | None = None
+    ca_cert_data: None | str | bytes = None
+    ssl_version: int | str | None = None
+    ssl_minimum_version: int | None = None
+    ssl_maximum_version: int | None = None
+    assert_fingerprint: str | None = None
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | (connection._TYPE_SOCKET_OPTIONS) = HTTPConnection.default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+        cert_reqs: int | str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        server_hostname: str | None = None,
+        ssl_context: ssl.SSLContext | None = None,
+        ca_certs: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+        ssl_minimum_version: int | None = None,
+        ssl_maximum_version: int | None = None,
+        ssl_version: int | str | None = None,  # Deprecated
+        cert_file: str | None = None,
+        key_file: str | None = None,
+        key_password: str | None = None,
+    ) -> None:
+        super().__init__(
+            host,
+            port=port,
+            timeout=timeout,
+            source_address=source_address,
+            blocksize=blocksize,
+            socket_options=socket_options,
+            proxy=proxy,
+            proxy_config=proxy_config,
+        )
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.key_password = key_password
+        self.ssl_context = ssl_context
+        self.server_hostname = server_hostname
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+        # cert_reqs depends on ssl_context so calculate last.
+        if cert_reqs is None:
+            if self.ssl_context is not None:
+                cert_reqs = self.ssl_context.verify_mode
+            else:
+                cert_reqs = resolve_cert_reqs(None)
+        self.cert_reqs = cert_reqs
+
+    def set_cert(
+        self,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+    ) -> None:
+        """
+        This method should only be called once, before the connection is used.
+        """
+        warnings.warn(
+            "HTTPSConnection.set_cert() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead provide the parameters to the "
+            "HTTPSConnection constructor.",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+
+        # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
+        # have an SSLContext object in which case we'll use its verify_mode.
+        if cert_reqs is None:
+            if self.ssl_context is not None:
+                cert_reqs = self.ssl_context.verify_mode
+            else:
+                cert_reqs = resolve_cert_reqs(None)
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+    def connect(self) -> None:
+        sock: socket.socket | ssl.SSLSocket
+        self.sock = sock = self._new_conn()
+        server_hostname: str = self.host
+        tls_in_tls = False
+
+        # Do we need to establish a tunnel?
+        if self._tunnel_host is not None:
+            # We're tunneling to an HTTPS origin so need to do TLS-in-TLS.
+            if self._tunnel_scheme == "https":
+                # _connect_tls_proxy will verify and assign proxy_is_verified
+                self.sock = sock = self._connect_tls_proxy(self.host, sock)
+                tls_in_tls = True
+            elif self._tunnel_scheme == "http":
+                self.proxy_is_verified = False
+
+            # If we're tunneling it means we're connected to our proxy.
+            self._has_connected_to_proxy = True
+
+            self._tunnel()  # type: ignore[attr-defined]
+            # Override the host with the one we're requesting data from.
+            server_hostname = self._tunnel_host
+
+        if self.server_hostname is not None:
+            server_hostname = self.server_hostname
+
+        is_time_off = datetime.date.today() < RECENT_DATE
+        if is_time_off:
+            warnings.warn(
+                (
+                    f"System time is way off (before {RECENT_DATE}). This will probably "
+                    "lead to SSL verification errors"
+                ),
+                SystemTimeWarning,
+            )
+
+        # Remove trailing '.' from fqdn hostnames to allow certificate validation
+        server_hostname_rm_dot = server_hostname.rstrip(".")
+
+        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
+            sock=sock,
+            cert_reqs=self.cert_reqs,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            cert_file=self.cert_file,
+            key_file=self.key_file,
+            key_password=self.key_password,
+            server_hostname=server_hostname_rm_dot,
+            ssl_context=self.ssl_context,
+            tls_in_tls=tls_in_tls,
+            assert_hostname=self.assert_hostname,
+            assert_fingerprint=self.assert_fingerprint,
+        )
+        self.sock = sock_and_verified.socket
+
+        # Forwarding proxies can never have a verified target since
+        # the proxy is the one doing the verification. Should instead
+        # use a CONNECT tunnel in order to verify the target.
+        # See: https://github.com/urllib3/urllib3/issues/3267.
+        if self.proxy_is_forwarding:
+            self.is_verified = False
+        else:
+            self.is_verified = sock_and_verified.is_verified
+
+        # If there's a proxy to be connected to we are fully connected.
+        # This is set twice (once above and here) due to forwarding proxies
+        # not using tunnelling.
+        self._has_connected_to_proxy = bool(self.proxy)
+
+        # Set `self.proxy_is_verified` unless it's already set while
+        # establishing a tunnel.
+        if self._has_connected_to_proxy and self.proxy_is_verified is None:
+            self.proxy_is_verified = sock_and_verified.is_verified
+
+    def _connect_tls_proxy(self, hostname: str, sock: socket.socket) -> ssl.SSLSocket:
+        """
+        Establish a TLS connection to the proxy using the provided SSL context.
+        """
+        # `_connect_tls_proxy` is called when self._tunnel_host is truthy.
+        proxy_config = typing.cast(ProxyConfig, self.proxy_config)
+        ssl_context = proxy_config.ssl_context
+        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
+            sock,
+            cert_reqs=self.cert_reqs,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            server_hostname=hostname,
+            ssl_context=ssl_context,
+            assert_hostname=proxy_config.assert_hostname,
+            assert_fingerprint=proxy_config.assert_fingerprint,
+            # Features that aren't implemented for proxies yet:
+            cert_file=None,
+            key_file=None,
+            key_password=None,
+            tls_in_tls=False,
+        )
+        self.proxy_is_verified = sock_and_verified.is_verified
+        return sock_and_verified.socket  # type: ignore[return-value]
+
+
+class _WrappedAndVerifiedSocket(typing.NamedTuple):
+    """
+    Wrapped socket and whether the connection is
+    verified after the TLS handshake
+    """
+
+    socket: ssl.SSLSocket | SSLTransport
+    is_verified: bool
+
+
+def _ssl_wrap_socket_and_match_hostname(
+    sock: socket.socket,
+    *,
+    cert_reqs: None | str | int,
+    ssl_version: None | str | int,
+    ssl_minimum_version: int | None,
+    ssl_maximum_version: int | None,
+    cert_file: str | None,
+    key_file: str | None,
+    key_password: str | None,
+    ca_certs: str | None,
+    ca_cert_dir: str | None,
+    ca_cert_data: None | str | bytes,
+    assert_hostname: None | str | typing.Literal[False],
+    assert_fingerprint: str | None,
+    server_hostname: str | None,
+    ssl_context: ssl.SSLContext | None,
+    tls_in_tls: bool = False,
+) -> _WrappedAndVerifiedSocket:
+    """Logic for constructing an SSLContext from all TLS parameters, passing
+    that down into ssl_wrap_socket, and then doing certificate verification
+    either via hostname or fingerprint. This function exists to guarantee
+    that both proxies and targets have the same behavior when connecting via TLS.
+    """
+    default_ssl_context = False
+    if ssl_context is None:
+        default_ssl_context = True
+        context = create_urllib3_context(
+            ssl_version=resolve_ssl_version(ssl_version),
+            ssl_minimum_version=ssl_minimum_version,
+            ssl_maximum_version=ssl_maximum_version,
+            cert_reqs=resolve_cert_reqs(cert_reqs),
+        )
+    else:
+        context = ssl_context
+
+    context.verify_mode = resolve_cert_reqs(cert_reqs)
+
+    # In some cases, we want to verify hostnames ourselves
+    if (
+        # `ssl` can't verify fingerprints or alternate hostnames
+        assert_fingerprint
+        or assert_hostname
+        # assert_hostname can be set to False to disable hostname checking
+        or assert_hostname is False
+        # We still support OpenSSL 1.0.2, which prevents us from verifying
+        # hostnames easily: https://github.com/pyca/pyopenssl/pull/933
+        or ssl_.IS_PYOPENSSL
+        or not ssl_.HAS_NEVER_CHECK_COMMON_NAME
+    ):
+        context.check_hostname = False
+
+    # Try to load OS default certs if none are given. We need to do the hasattr() check
+    # for custom pyOpenSSL SSLContext objects because they don't support
+    # load_default_certs().
+    if (
+        not ca_certs
+        and not ca_cert_dir
+        and not ca_cert_data
+        and default_ssl_context
+        and hasattr(context, "load_default_certs")
+    ):
+        context.load_default_certs()
+
+    # Ensure that IPv6 addresses are in the proper format and don't have a
+    # scope ID. Python's SSL module fails to recognize scoped IPv6 addresses
+    # and interprets them as DNS hostnames.
+    if server_hostname is not None:
+        normalized = server_hostname.strip("[]")
+        if "%" in normalized:
+            normalized = normalized[: normalized.rfind("%")]
+        if is_ipaddress(normalized):
+            server_hostname = normalized
+
+    ssl_sock = ssl_wrap_socket(
+        sock=sock,
+        keyfile=key_file,
+        certfile=cert_file,
+        key_password=key_password,
+        ca_certs=ca_certs,
+        ca_cert_dir=ca_cert_dir,
+        ca_cert_data=ca_cert_data,
+        server_hostname=server_hostname,
+        ssl_context=context,
+        tls_in_tls=tls_in_tls,
+    )
+
+    try:
+        if assert_fingerprint:
+            _assert_fingerprint(
+                ssl_sock.getpeercert(binary_form=True), assert_fingerprint
+            )
+        elif (
+            context.verify_mode != ssl.CERT_NONE
+            and not context.check_hostname
+            and assert_hostname is not False
+        ):
+            cert: _TYPE_PEER_CERT_RET_DICT = ssl_sock.getpeercert()  # type: ignore[assignment]
+
+            # Need to signal to our match_hostname whether to use 'commonName' or not.
+            # If we're using our own constructed SSLContext we explicitly set 'False'
+            # because PyPy hard-codes 'True' from SSLContext.hostname_checks_common_name.
+            if default_ssl_context:
+                hostname_checks_common_name = False
+            else:
+                hostname_checks_common_name = (
+                    getattr(context, "hostname_checks_common_name", False) or False
+                )
+
+            _match_hostname(
+                cert,
+                assert_hostname or server_hostname,  # type: ignore[arg-type]
+                hostname_checks_common_name,
+            )
+
+        return _WrappedAndVerifiedSocket(
+            socket=ssl_sock,
+            is_verified=context.verify_mode == ssl.CERT_REQUIRED
+            or bool(assert_fingerprint),
+        )
+    except BaseException:
+        ssl_sock.close()
+        raise
+
+
+def _match_hostname(
+    cert: _TYPE_PEER_CERT_RET_DICT | None,
+    asserted_hostname: str,
+    hostname_checks_common_name: bool = False,
+) -> None:
+    # Our upstream implementation of ssl.match_hostname()
+    # only applies this normalization to IP addresses so it doesn't
+    # match DNS SANs so we do the same thing!
+    stripped_hostname = asserted_hostname.strip("[]")
+    if is_ipaddress(stripped_hostname):
+        asserted_hostname = stripped_hostname
+
+    try:
+        match_hostname(cert, asserted_hostname, hostname_checks_common_name)
+    except CertificateError as e:
+        log.warning(
+            "Certificate did not match expected hostname: %s. Certificate: %s",
+            asserted_hostname,
+            cert,
+        )
+        # Add cert to exception and reraise so client code can inspect
+        # the cert when catching the exception, if they want to
+        e._peer_cert = cert  # type: ignore[attr-defined]
+        raise
+
+
+def _wrap_proxy_error(err: Exception, proxy_scheme: str | None) -> ProxyError:
+    # Look for the phrase 'wrong version number', if found
+    # then we should warn the user that we're very sure that
+    # this proxy is HTTP-only and they have a configuration issue.
+    error_normalized = " ".join(re.split("[^a-z]", str(err).lower()))
+    is_likely_http_proxy = (
+        "wrong version number" in error_normalized
+        or "unknown protocol" in error_normalized
+        or "record layer failure" in error_normalized
+    )
+    http_proxy_warning = (
+        ". Your proxy appears to only use HTTP and not HTTPS, "
+        "try changing your proxy URL to be HTTP. See: "
+        "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
+        "#https-proxy-error-http-proxy"
+    )
+    new_err = ProxyError(
+        f"Unable to connect to proxy"
+        f"{http_proxy_warning if is_likely_http_proxy and proxy_scheme == 'https' else ''}",
+        err,
+    )
+    new_err.__cause__ = err
+    return new_err
+
+
+def _get_default_user_agent() -> str:
+    return f"python-urllib3/{__version__}"
+
+
+class DummyConnection:
+    """Used to detect a failed ConnectionCls import."""
+
+
+if not ssl:
+    HTTPSConnection = DummyConnection  # type: ignore[misc, assignment] # noqa: F811
+
+
+VerifiedHTTPSConnection = HTTPSConnection
+
+
+def _url_from_connection(
+    conn: HTTPConnection | HTTPSConnection, path: str | None = None
+) -> str:
+    """Returns the URL from a given connection. This is mainly used for testing and logging."""
+
+    scheme = "https" if isinstance(conn, HTTPSConnection) else "http"
+
+    return Url(scheme=scheme, host=conn.host, port=conn.port, path=path).url
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
new file mode 100644
index 000000000..a2c3cf609
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
@@ -0,0 +1,1182 @@
+from __future__ import annotations
+
+import errno
+import logging
+import queue
+import sys
+import typing
+import warnings
+import weakref
+from socket import timeout as SocketTimeout
+from types import TracebackType
+
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from ._request_methods import RequestMethods
+from .connection import (
+    BaseSSLError,
+    BrokenPipeError,
+    DummyConnection,
+    HTTPConnection,
+    HTTPException,
+    HTTPSConnection,
+    ProxyConfig,
+    _wrap_proxy_error,
+)
+from .connection import port_by_scheme as port_by_scheme
+from .exceptions import (
+    ClosedPoolError,
+    EmptyPoolError,
+    FullPoolError,
+    HostChangedError,
+    InsecureRequestWarning,
+    LocationValueError,
+    MaxRetryError,
+    NewConnectionError,
+    ProtocolError,
+    ProxyError,
+    ReadTimeoutError,
+    SSLError,
+    TimeoutError,
+)
+from .response import BaseHTTPResponse
+from .util.connection import is_connection_dropped
+from .util.proxy import connection_requires_http_tunnel
+from .util.request import _TYPE_BODY_POSITION, set_file_position
+from .util.retry import Retry
+from .util.ssl_match_hostname import CertificateError
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_DEFAULT, Timeout
+from .util.url import Url, _encode_target
+from .util.url import _normalize_host as normalize_host
+from .util.url import parse_url
+from .util.util import to_str
+
+if typing.TYPE_CHECKING:
+    import ssl
+
+    from typing_extensions import Self
+
+    from ._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+log = logging.getLogger(__name__)
+
+_TYPE_TIMEOUT = typing.Union[Timeout, float, _TYPE_DEFAULT, None]
+
+
+# Pool objects
+class ConnectionPool:
+    """
+    Base class for all connection pools, such as
+    :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
+
+    .. note::
+       ConnectionPool.urlopen() does not normalize or percent-encode target URIs
+       which is useful if your target server doesn't support percent-encoded
+       target URIs.
+    """
+
+    scheme: str | None = None
+    QueueCls = queue.LifoQueue
+
+    def __init__(self, host: str, port: int | None = None) -> None:
+        if not host:
+            raise LocationValueError("No host specified.")
+
+        self.host = _normalize_host(host, scheme=self.scheme)
+        self.port = port
+
+        # This property uses 'normalize_host()' (not '_normalize_host()')
+        # to avoid removing square braces around IPv6 addresses.
+        # This value is sent to `HTTPConnection.set_tunnel()` if called
+        # because square braces are required for HTTP CONNECT tunneling.
+        self._tunnel_host = normalize_host(host, scheme=self.scheme).lower()
+
+    def __str__(self) -> str:
+        return f"{type(self).__name__}(host={self.host!r}, port={self.port!r})"
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> typing.Literal[False]:
+        self.close()
+        # Return False to re-raise any potential exceptions
+        return False
+
+    def close(self) -> None:
+        """
+        Close all pooled connections and disable the pool.
+        """
+
+
+# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
+_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
+
+
+class HTTPConnectionPool(ConnectionPool, RequestMethods):
+    """
+    Thread-safe connection pool for one host.
+
+    :param host:
+        Host used for this HTTP Connection (e.g. "localhost"), passed into
+        :class:`http.client.HTTPConnection`.
+
+    :param port:
+        Port used for this HTTP Connection (None is equivalent to 80), passed
+        into :class:`http.client.HTTPConnection`.
+
+    :param timeout:
+        Socket timeout in seconds for each individual connection. This can
+        be a float or integer, which sets the timeout for the HTTP request,
+        or an instance of :class:`urllib3.util.Timeout` which gives you more
+        fine-grained control over request timeouts. After the constructor has
+        been parsed, this is always a `urllib3.util.Timeout` object.
+
+    :param maxsize:
+        Number of connections to save that can be reused. More than 1 is useful
+        in multithreaded situations. If ``block`` is set to False, more
+        connections will be created but they will not be saved once they've
+        been used.
+
+    :param block:
+        If set to True, no more than ``maxsize`` connections will be used at
+        a time. When no free connections are available, the call will block
+        until a connection has been released. This is a useful side effect for
+        particular multithreaded situations where one does not want to use more
+        than maxsize connections per host to prevent flooding.
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+
+    :param retries:
+        Retry configuration to use by default with requests in this pool.
+
+    :param _proxy:
+        Parsed proxy URL, should not be used directly, instead, see
+        :class:`urllib3.ProxyManager`
+
+    :param _proxy_headers:
+        A dictionary with proxy headers, should not be used directly,
+        instead, see :class:`urllib3.ProxyManager`
+
+    :param \\**conn_kw:
+        Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
+        :class:`urllib3.connection.HTTPSConnection` instances.
+    """
+
+    scheme = "http"
+    ConnectionCls: (
+        type[BaseHTTPConnection] | type[BaseHTTPSConnection]
+    ) = HTTPConnection
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
+        maxsize: int = 1,
+        block: bool = False,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        _proxy: Url | None = None,
+        _proxy_headers: typing.Mapping[str, str] | None = None,
+        _proxy_config: ProxyConfig | None = None,
+        **conn_kw: typing.Any,
+    ):
+        ConnectionPool.__init__(self, host, port)
+        RequestMethods.__init__(self, headers)
+
+        if not isinstance(timeout, Timeout):
+            timeout = Timeout.from_float(timeout)
+
+        if retries is None:
+            retries = Retry.DEFAULT
+
+        self.timeout = timeout
+        self.retries = retries
+
+        self.pool: queue.LifoQueue[typing.Any] | None = self.QueueCls(maxsize)
+        self.block = block
+
+        self.proxy = _proxy
+        self.proxy_headers = _proxy_headers or {}
+        self.proxy_config = _proxy_config
+
+        # Fill the queue up so that doing get() on it will block properly
+        for _ in range(maxsize):
+            self.pool.put(None)
+
+        # These are mostly for testing and debugging purposes.
+        self.num_connections = 0
+        self.num_requests = 0
+        self.conn_kw = conn_kw
+
+        if self.proxy:
+            # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
+            # We cannot know if the user has added default socket options, so we cannot replace the
+            # list.
+            self.conn_kw.setdefault("socket_options", [])
+
+            self.conn_kw["proxy"] = self.proxy
+            self.conn_kw["proxy_config"] = self.proxy_config
+
+        # Do not pass 'self' as callback to 'finalize'.
+        # Then the 'finalize' would keep an endless living (leak) to self.
+        # By just passing a reference to the pool allows the garbage collector
+        # to free self if nobody else has a reference to it.
+        pool = self.pool
+
+        # Close all the HTTPConnections in the pool before the
+        # HTTPConnectionPool object is garbage collected.
+        weakref.finalize(self, _close_pool_connections, pool)
+
+    def _new_conn(self) -> BaseHTTPConnection:
+        """
+        Return a fresh :class:`HTTPConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTP connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "80",
+        )
+
+        conn = self.ConnectionCls(
+            host=self.host,
+            port=self.port,
+            timeout=self.timeout.connect_timeout,
+            **self.conn_kw,
+        )
+        return conn
+
+    def _get_conn(self, timeout: float | None = None) -> BaseHTTPConnection:
+        """
+        Get a connection. Will return a pooled connection if one is available.
+
+        If no connections are available and :prop:`.block` is ``False``, then a
+        fresh connection is returned.
+
+        :param timeout:
+            Seconds to wait before giving up and raising
+            :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
+            :prop:`.block` is ``True``.
+        """
+        conn = None
+
+        if self.pool is None:
+            raise ClosedPoolError(self, "Pool is closed.")
+
+        try:
+            conn = self.pool.get(block=self.block, timeout=timeout)
+
+        except AttributeError:  # self.pool is None
+            raise ClosedPoolError(self, "Pool is closed.") from None  # Defensive:
+
+        except queue.Empty:
+            if self.block:
+                raise EmptyPoolError(
+                    self,
+                    "Pool is empty and a new connection can't be opened due to blocking mode.",
+                ) from None
+            pass  # Oh well, we'll create a new connection then
+
+        # If this is a persistent connection, check if it got disconnected
+        if conn and is_connection_dropped(conn):
+            log.debug("Resetting dropped connection: %s", self.host)
+            conn.close()
+
+        return conn or self._new_conn()
+
+    def _put_conn(self, conn: BaseHTTPConnection | None) -> None:
+        """
+        Put a connection back into the pool.
+
+        :param conn:
+            Connection object for the current host and port as returned by
+            :meth:`._new_conn` or :meth:`._get_conn`.
+
+        If the pool is already full, the connection is closed and discarded
+        because we exceeded maxsize. If connections are discarded frequently,
+        then maxsize should be increased.
+
+        If the pool is closed, then the connection will be closed and discarded.
+        """
+        if self.pool is not None:
+            try:
+                self.pool.put(conn, block=False)
+                return  # Everything is dandy, done.
+            except AttributeError:
+                # self.pool is None.
+                pass
+            except queue.Full:
+                # Connection never got put back into the pool, close it.
+                if conn:
+                    conn.close()
+
+                if self.block:
+                    # This should never happen if you got the conn from self._get_conn
+                    raise FullPoolError(
+                        self,
+                        "Pool reached maximum size and no more connections are allowed.",
+                    ) from None
+
+                log.warning(
+                    "Connection pool is full, discarding connection: %s. Connection pool size: %s",
+                    self.host,
+                    self.pool.qsize(),
+                )
+
+        # Connection never got put back into the pool, close it.
+        if conn:
+            conn.close()
+
+    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
+        """
+        Called right before a request is made, after the socket is created.
+        """
+
+    def _prepare_proxy(self, conn: BaseHTTPConnection) -> None:
+        # Nothing to do for HTTP connections.
+        pass
+
+    def _get_timeout(self, timeout: _TYPE_TIMEOUT) -> Timeout:
+        """Helper that always returns a :class:`urllib3.util.Timeout`"""
+        if timeout is _DEFAULT_TIMEOUT:
+            return self.timeout.clone()
+
+        if isinstance(timeout, Timeout):
+            return timeout.clone()
+        else:
+            # User passed us an int/float. This is for backwards compatibility,
+            # can be removed later
+            return Timeout.from_float(timeout)
+
+    def _raise_timeout(
+        self,
+        err: BaseSSLError | OSError | SocketTimeout,
+        url: str,
+        timeout_value: _TYPE_TIMEOUT | None,
+    ) -> None:
+        """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
+
+        if isinstance(err, SocketTimeout):
+            raise ReadTimeoutError(
+                self, url, f"Read timed out. (read timeout={timeout_value})"
+            ) from err
+
+        # See the above comment about EAGAIN in Python 3.
+        if hasattr(err, "errno") and err.errno in _blocking_errnos:
+            raise ReadTimeoutError(
+                self, url, f"Read timed out. (read timeout={timeout_value})"
+            ) from err
+
+    def _make_request(
+        self,
+        conn: BaseHTTPConnection,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | None = None,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        chunked: bool = False,
+        response_conn: BaseHTTPConnection | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> BaseHTTPResponse:
+        """
+        Perform a request on a given urllib connection object taken from our
+        pool.
+
+        :param conn:
+            a connection from one of our connection pools
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param retries:
+            Configure the number of retries to allow before raising a
+            :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+            Pass ``None`` to retry until you receive a response. Pass a
+            :class:`~urllib3.util.retry.Retry` object for fine-grained control
+            over different types of retries.
+            Pass an integer number to retry connection errors that many times,
+            but no other types of errors. Pass zero to never retry.
+
+            If ``False``, then retries are disabled and any exception is raised
+            immediately. Also, instead of raising a MaxRetryError on redirects,
+            the redirect response will be returned.
+
+        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+        :param timeout:
+            If specified, overrides the default timeout for this one
+            request. It may be a float (in seconds) or an instance of
+            :class:`urllib3.util.Timeout`.
+
+        :param chunked:
+            If True, urllib3 will send the body using chunked transfer
+            encoding. Otherwise, urllib3 will send the body using the standard
+            content-length form. Defaults to False.
+
+        :param response_conn:
+            Set this to ``None`` if you will handle releasing the connection or
+            set the connection to have the response release it.
+
+        :param preload_content:
+          If True, the response's body will be preloaded during construction.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param enforce_content_length:
+            Enforce content length checking. Body returned by server must match
+            value of Content-Length header, if present. Otherwise, raise error.
+        """
+        self.num_requests += 1
+
+        timeout_obj = self._get_timeout(timeout)
+        timeout_obj.start_connect()
+        conn.timeout = Timeout.resolve_default_timeout(timeout_obj.connect_timeout)
+
+        try:
+            # Trigger any extra validation we need to do.
+            try:
+                self._validate_conn(conn)
+            except (SocketTimeout, BaseSSLError) as e:
+                self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
+                raise
+
+        # _validate_conn() starts the connection to an HTTPS proxy
+        # so we need to wrap errors with 'ProxyError' here too.
+        except (
+            OSError,
+            NewConnectionError,
+            TimeoutError,
+            BaseSSLError,
+            CertificateError,
+            SSLError,
+        ) as e:
+            new_e: Exception = e
+            if isinstance(e, (BaseSSLError, CertificateError)):
+                new_e = SSLError(e)
+            # If the connection didn't successfully connect to it's proxy
+            # then there
+            if isinstance(
+                new_e, (OSError, NewConnectionError, TimeoutError, SSLError)
+            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
+                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
+            raise new_e
+
+        # conn.request() calls http.client.*.request, not the method in
+        # urllib3.request. It also calls makefile (recv) on the socket.
+        try:
+            conn.request(
+                method,
+                url,
+                body=body,
+                headers=headers,
+                chunked=chunked,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                enforce_content_length=enforce_content_length,
+            )
+
+        # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
+        # legitimately able to close the connection after sending a valid response.
+        # With this behaviour, the received response is still readable.
+        except BrokenPipeError:
+            pass
+        except OSError as e:
+            # MacOS/Linux
+            # EPROTOTYPE and ECONNRESET are needed on macOS
+            # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
+            # Condition changed later to emit ECONNRESET instead of only EPROTOTYPE.
+            if e.errno != errno.EPROTOTYPE and e.errno != errno.ECONNRESET:
+                raise
+
+        # Reset the timeout for the recv() on the socket
+        read_timeout = timeout_obj.read_timeout
+
+        if not conn.is_closed:
+            # In Python 3 socket.py will catch EAGAIN and return None when you
+            # try and read into the file pointer created by http.client, which
+            # instead raises a BadStatusLine exception. Instead of catching
+            # the exception and assuming all BadStatusLine exceptions are read
+            # timeouts, check for a zero timeout before making the request.
+            if read_timeout == 0:
+                raise ReadTimeoutError(
+                    self, url, f"Read timed out. (read timeout={read_timeout})"
+                )
+            conn.timeout = read_timeout
+
+        # Receive the response from the server
+        try:
+            response = conn.getresponse()
+        except (BaseSSLError, OSError) as e:
+            self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
+            raise
+
+        # Set properties that are used by the pooling layer.
+        response.retries = retries
+        response._connection = response_conn  # type: ignore[attr-defined]
+        response._pool = self  # type: ignore[attr-defined]
+
+        log.debug(
+            '%s://%s:%s "%s %s HTTP/%s" %s %s',
+            self.scheme,
+            self.host,
+            self.port,
+            method,
+            url,
+            response.version,
+            response.status,
+            response.length_remaining,
+        )
+
+        return response
+
+    def close(self) -> None:
+        """
+        Close all pooled connections and disable the pool.
+        """
+        if self.pool is None:
+            return
+        # Disable access to the pool
+        old_pool, self.pool = self.pool, None
+
+        # Close all the HTTPConnections in the pool.
+        _close_pool_connections(old_pool)
+
+    def is_same_host(self, url: str) -> bool:
+        """
+        Check if the given ``url`` is a member of the same host as this
+        connection pool.
+        """
+        if url.startswith("/"):
+            return True
+
+        # TODO: Add optional support for socket.gethostbyname checking.
+        scheme, _, host, port, *_ = parse_url(url)
+        scheme = scheme or "http"
+        if host is not None:
+            host = _normalize_host(host, scheme=scheme)
+
+        # Use explicit default port for comparison when none is given
+        if self.port and not port:
+            port = port_by_scheme.get(scheme)
+        elif not self.port and port == port_by_scheme.get(scheme):
+            port = None
+
+        return (scheme, host, port) == (self.scheme, self.host, self.port)
+
+    def urlopen(  # type: ignore[override]
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        redirect: bool = True,
+        assert_same_host: bool = True,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        pool_timeout: int | None = None,
+        release_conn: bool | None = None,
+        chunked: bool = False,
+        body_pos: _TYPE_BODY_POSITION | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        **response_kw: typing.Any,
+    ) -> BaseHTTPResponse:
+        """
+        Get a connection from the pool and perform an HTTP request. This is the
+        lowest level call for making a request, so you'll need to specify all
+        the raw details.
+
+        .. note::
+
+           More commonly, it's appropriate to use a convenience method
+           such as :meth:`request`.
+
+        .. note::
+
+           `release_conn` will only behave as expected if
+           `preload_content=False` because we want to make
+           `preload_content=False` the default behaviour someday soon without
+           breaking backwards compatibility.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param retries:
+            Configure the number of retries to allow before raising a
+            :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+            If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
+            :class:`~urllib3.util.retry.Retry` object for fine-grained control
+            over different types of retries.
+            Pass an integer number to retry connection errors that many times,
+            but no other types of errors. Pass zero to never retry.
+
+            If ``False``, then retries are disabled and any exception is raised
+            immediately. Also, instead of raising a MaxRetryError on redirects,
+            the redirect response will be returned.
+
+        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+        :param redirect:
+            If True, automatically handle redirects (status codes 301, 302,
+            303, 307, 308). Each redirect counts as a retry. Disabling retries
+            will disable redirect, too.
+
+        :param assert_same_host:
+            If ``True``, will make sure that the host of the pool requests is
+            consistent else will raise HostChangedError. When ``False``, you can
+            use the pool on an HTTP proxy and request foreign hosts.
+
+        :param timeout:
+            If specified, overrides the default timeout for this one
+            request. It may be a float (in seconds) or an instance of
+            :class:`urllib3.util.Timeout`.
+
+        :param pool_timeout:
+            If set and the pool is set to block=True, then this method will
+            block for ``pool_timeout`` seconds and raise EmptyPoolError if no
+            connection is available within the time period.
+
+        :param bool preload_content:
+            If True, the response's body will be preloaded into memory.
+
+        :param bool decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param release_conn:
+            If False, then the urlopen call will not release the connection
+            back into the pool once a response is received (but will release if
+            you read the entire contents of the response such as when
+            `preload_content=True`). This is useful if you're not preloading
+            the response's content immediately. You will need to call
+            ``r.release_conn()`` on the response ``r`` to return the connection
+            back into the pool. If None, it takes the value of ``preload_content``
+            which defaults to ``True``.
+
+        :param bool chunked:
+            If True, urllib3 will send the body using chunked transfer
+            encoding. Otherwise, urllib3 will send the body using the standard
+            content-length form. Defaults to False.
+
+        :param int body_pos:
+            Position to seek to in file-like body in the event of a retry or
+            redirect. Typically this won't need to be set because urllib3 will
+            auto-populate the value when needed.
+        """
+        parsed_url = parse_url(url)
+        destination_scheme = parsed_url.scheme
+
+        if headers is None:
+            headers = self.headers
+
+        if not isinstance(retries, Retry):
+            retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
+
+        if release_conn is None:
+            release_conn = preload_content
+
+        # Check host
+        if assert_same_host and not self.is_same_host(url):
+            raise HostChangedError(self, url, retries)
+
+        # Ensure that the URL we're connecting to is properly encoded
+        if url.startswith("/"):
+            url = to_str(_encode_target(url))
+        else:
+            url = to_str(parsed_url.url)
+
+        conn = None
+
+        # Track whether `conn` needs to be released before
+        # returning/raising/recursing. Update this variable if necessary, and
+        # leave `release_conn` constant throughout the function. That way, if
+        # the function recurses, the original value of `release_conn` will be
+        # passed down into the recursive call, and its value will be respected.
+        #
+        # See issue #651 [1] for details.
+        #
+        # [1] <https://github.com/urllib3/urllib3/issues/651>
+        release_this_conn = release_conn
+
+        http_tunnel_required = connection_requires_http_tunnel(
+            self.proxy, self.proxy_config, destination_scheme
+        )
+
+        # Merge the proxy headers. Only done when not using HTTP CONNECT. We
+        # have to copy the headers dict so we can safely change it without those
+        # changes being reflected in anyone else's copy.
+        if not http_tunnel_required:
+            headers = headers.copy()  # type: ignore[attr-defined]
+            headers.update(self.proxy_headers)  # type: ignore[union-attr]
+
+        # Must keep the exception bound to a separate variable or else Python 3
+        # complains about UnboundLocalError.
+        err = None
+
+        # Keep track of whether we cleanly exited the except block. This
+        # ensures we do proper cleanup in finally.
+        clean_exit = False
+
+        # Rewind body position, if needed. Record current position
+        # for future rewinds in the event of a redirect/retry.
+        body_pos = set_file_position(body, body_pos)
+
+        try:
+            # Request a connection from the queue.
+            timeout_obj = self._get_timeout(timeout)
+            conn = self._get_conn(timeout=pool_timeout)
+
+            conn.timeout = timeout_obj.connect_timeout  # type: ignore[assignment]
+
+            # Is this a closed/new connection that requires CONNECT tunnelling?
+            if self.proxy is not None and http_tunnel_required and conn.is_closed:
+                try:
+                    self._prepare_proxy(conn)
+                except (BaseSSLError, OSError, SocketTimeout) as e:
+                    self._raise_timeout(
+                        err=e, url=self.proxy.url, timeout_value=conn.timeout
+                    )
+                    raise
+
+            # If we're going to release the connection in ``finally:``, then
+            # the response doesn't need to know about the connection. Otherwise
+            # it will also try to release it and we'll have a double-release
+            # mess.
+            response_conn = conn if not release_conn else None
+
+            # Make the request on the HTTPConnection object
+            response = self._make_request(
+                conn,
+                method,
+                url,
+                timeout=timeout_obj,
+                body=body,
+                headers=headers,
+                chunked=chunked,
+                retries=retries,
+                response_conn=response_conn,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+            # Everything went great!
+            clean_exit = True
+
+        except EmptyPoolError:
+            # Didn't get a connection from the pool, no need to clean up
+            clean_exit = True
+            release_this_conn = False
+            raise
+
+        except (
+            TimeoutError,
+            HTTPException,
+            OSError,
+            ProtocolError,
+            BaseSSLError,
+            SSLError,
+            CertificateError,
+            ProxyError,
+        ) as e:
+            # Discard the connection for these exceptions. It will be
+            # replaced during the next _get_conn() call.
+            clean_exit = False
+            new_e: Exception = e
+            if isinstance(e, (BaseSSLError, CertificateError)):
+                new_e = SSLError(e)
+            if isinstance(
+                new_e,
+                (
+                    OSError,
+                    NewConnectionError,
+                    TimeoutError,
+                    SSLError,
+                    HTTPException,
+                ),
+            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
+                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
+            elif isinstance(new_e, (OSError, HTTPException)):
+                new_e = ProtocolError("Connection aborted.", new_e)
+
+            retries = retries.increment(
+                method, url, error=new_e, _pool=self, _stacktrace=sys.exc_info()[2]
+            )
+            retries.sleep()
+
+            # Keep track of the error for the retry warning.
+            err = e
+
+        finally:
+            if not clean_exit:
+                # We hit some kind of exception, handled or otherwise. We need
+                # to throw the connection away unless explicitly told not to.
+                # Close the connection, set the variable to None, and make sure
+                # we put the None back in the pool to avoid leaking it.
+                if conn:
+                    conn.close()
+                    conn = None
+                release_this_conn = True
+
+            if release_this_conn:
+                # Put the connection back to be reused. If the connection is
+                # expired then it will be None, which will get replaced with a
+                # fresh connection during _get_conn.
+                self._put_conn(conn)
+
+        if not conn:
+            # Try again
+            log.warning(
+                "Retrying (%r) after connection broken by '%r': %s", retries, err, url
+            )
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries,
+                redirect,
+                assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        # Handle redirect?
+        redirect_location = redirect and response.get_redirect_location()
+        if redirect_location:
+            if response.status == 303:
+                # Change the method according to RFC 9110, Section 15.4.4.
+                method = "GET"
+                # And lose the body not to transfer anything sensitive.
+                body = None
+                headers = HTTPHeaderDict(headers)._prepare_for_method_change()
+
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_redirect:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep_for_retry(response)
+            log.debug("Redirecting %s -> %s", url, redirect_location)
+            return self.urlopen(
+                method,
+                redirect_location,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        # Check if we should retry the HTTP response.
+        has_retry_after = bool(response.headers.get("Retry-After"))
+        if retries.is_retry(method, response.status, has_retry_after):
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_status:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep(response)
+            log.debug("Retry: %s", url)
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        return response
+
+
+class HTTPSConnectionPool(HTTPConnectionPool):
+    """
+    Same as :class:`.HTTPConnectionPool`, but HTTPS.
+
+    :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
+    ``assert_hostname`` and ``host`` in this order to verify connections.
+    If ``assert_hostname`` is False, no verification is done.
+
+    The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
+    ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
+    is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
+    the connection socket into an SSL socket.
+    """
+
+    scheme = "https"
+    ConnectionCls: type[BaseHTTPSConnection] = HTTPSConnection
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
+        maxsize: int = 1,
+        block: bool = False,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        _proxy: Url | None = None,
+        _proxy_headers: typing.Mapping[str, str] | None = None,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        ssl_version: int | str | None = None,
+        ssl_minimum_version: ssl.TLSVersion | None = None,
+        ssl_maximum_version: ssl.TLSVersion | None = None,
+        assert_hostname: str | typing.Literal[False] | None = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        **conn_kw: typing.Any,
+    ) -> None:
+        super().__init__(
+            host,
+            port,
+            timeout,
+            maxsize,
+            block,
+            headers,
+            retries,
+            _proxy,
+            _proxy_headers,
+            **conn_kw,
+        )
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.ca_certs = ca_certs
+        self.ca_cert_dir = ca_cert_dir
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+
+    def _prepare_proxy(self, conn: HTTPSConnection) -> None:  # type: ignore[override]
+        """Establishes a tunnel connection through HTTP CONNECT."""
+        if self.proxy and self.proxy.scheme == "https":
+            tunnel_scheme = "https"
+        else:
+            tunnel_scheme = "http"
+
+        conn.set_tunnel(
+            scheme=tunnel_scheme,
+            host=self._tunnel_host,
+            port=self.port,
+            headers=self.proxy_headers,
+        )
+        conn.connect()
+
+    def _new_conn(self) -> BaseHTTPSConnection:
+        """
+        Return a fresh :class:`urllib3.connection.HTTPConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTPS connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "443",
+        )
+
+        if not self.ConnectionCls or self.ConnectionCls is DummyConnection:  # type: ignore[comparison-overlap]
+            raise ImportError(
+                "Can't connect to HTTPS URL because the SSL module is not available."
+            )
+
+        actual_host: str = self.host
+        actual_port = self.port
+        if self.proxy is not None and self.proxy.host is not None:
+            actual_host = self.proxy.host
+            actual_port = self.proxy.port
+
+        return self.ConnectionCls(
+            host=actual_host,
+            port=actual_port,
+            timeout=self.timeout.connect_timeout,
+            cert_file=self.cert_file,
+            key_file=self.key_file,
+            key_password=self.key_password,
+            cert_reqs=self.cert_reqs,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            assert_hostname=self.assert_hostname,
+            assert_fingerprint=self.assert_fingerprint,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            **self.conn_kw,
+        )
+
+    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
+        """
+        Called right before a request is made, after the socket is created.
+        """
+        super()._validate_conn(conn)
+
+        # Force connect early to allow us to validate the connection.
+        if conn.is_closed:
+            conn.connect()
+
+        # TODO revise this, see https://github.com/urllib3/urllib3/issues/2791
+        if not conn.is_verified and not conn.proxy_is_verified:
+            warnings.warn(
+                (
+                    f"Unverified HTTPS request is being made to host '{conn.host}'. "
+                    "Adding certificate verification is strongly advised. See: "
+                    "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
+                    "#tls-warnings"
+                ),
+                InsecureRequestWarning,
+            )
+
+
+def connection_from_url(url: str, **kw: typing.Any) -> HTTPConnectionPool:
+    """
+    Given a url, return an :class:`.ConnectionPool` instance of its host.
+
+    This is a shortcut for not having to parse out the scheme, host, and port
+    of the url before creating an :class:`.ConnectionPool` instance.
+
+    :param url:
+        Absolute URL string that must include the scheme. Port is optional.
+
+    :param \\**kw:
+        Passes additional parameters to the constructor of the appropriate
+        :class:`.ConnectionPool`. Useful for specifying things like
+        timeout, maxsize, headers, etc.
+
+    Example::
+
+        >>> conn = connection_from_url('http://google.com/')
+        >>> r = conn.request('GET', '/')
+    """
+    scheme, _, host, port, *_ = parse_url(url)
+    scheme = scheme or "http"
+    port = port or port_by_scheme.get(scheme, 80)
+    if scheme == "https":
+        return HTTPSConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
+    else:
+        return HTTPConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
+
+
+@typing.overload
+def _normalize_host(host: None, scheme: str | None) -> None:
+    ...
+
+
+@typing.overload
+def _normalize_host(host: str, scheme: str | None) -> str:
+    ...
+
+
+def _normalize_host(host: str | None, scheme: str | None) -> str | None:
+    """
+    Normalize hosts for comparisons and use with sockets.
+    """
+
+    host = normalize_host(host, scheme)
+
+    # httplib doesn't like it when we include brackets in IPv6 addresses
+    # Specifically, if we include brackets but also pass the port then
+    # httplib crazily doubles up the square brackets on the Host header.
+    # Instead, we need to make sure we never pass ``None`` as the port.
+    # However, for backward compatibility reasons we can't actually
+    # *assert* that.  See http://bugs.python.org/issue28539
+    if host and host.startswith("[") and host.endswith("]"):
+        host = host[1:-1]
+    return host
+
+
+def _url_from_pool(
+    pool: HTTPConnectionPool | HTTPSConnectionPool, path: str | None = None
+) -> str:
+    """Returns the URL from a given connection pool. This is mainly used for testing and logging."""
+    return Url(scheme=pool.scheme, host=pool.host, port=pool.port, path=path).url
+
+
+def _close_pool_connections(pool: queue.LifoQueue[typing.Any]) -> None:
+    """Drains a queue of connections and closes each one."""
+    try:
+        while True:
+            conn = pool.get(block=False)
+            if conn:
+                conn.close()
+    except queue.Empty:
+        pass  # Done.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
new file mode 100644
index 000000000..8a3c5bebd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
@@ -0,0 +1,16 @@
+from __future__ import annotations
+
+import urllib3.connection
+
+from ...connectionpool import HTTPConnectionPool, HTTPSConnectionPool
+from .connection import EmscriptenHTTPConnection, EmscriptenHTTPSConnection
+
+
+def inject_into_urllib3() -> None:
+    # override connection classes to use emscripten specific classes
+    # n.b. mypy complains about the overriding of classes below
+    # if it isn't ignored
+    HTTPConnectionPool.ConnectionCls = EmscriptenHTTPConnection
+    HTTPSConnectionPool.ConnectionCls = EmscriptenHTTPSConnection
+    urllib3.connection.HTTPConnection = EmscriptenHTTPConnection  # type: ignore[misc,assignment]
+    urllib3.connection.HTTPSConnection = EmscriptenHTTPSConnection  # type: ignore[misc,assignment]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
new file mode 100644
index 000000000..2ceb4579e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
@@ -0,0 +1,254 @@
+from __future__ import annotations
+
+import os
+import typing
+
+# use http.client.HTTPException for consistency with non-emscripten
+from http.client import HTTPException as HTTPException  # noqa: F401
+from http.client import ResponseNotReady
+
+from ..._base_connection import _TYPE_BODY
+from ...connection import HTTPConnection, ProxyConfig, port_by_scheme
+from ...exceptions import TimeoutError
+from ...response import BaseHTTPResponse
+from ...util.connection import _TYPE_SOCKET_OPTIONS
+from ...util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+from ...util.url import Url
+from .fetch import _RequestError, _TimeoutError, send_request, send_streaming_request
+from .request import EmscriptenRequest
+from .response import EmscriptenHttpResponseWrapper, EmscriptenResponse
+
+if typing.TYPE_CHECKING:
+    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+
+class EmscriptenHTTPConnection:
+    default_port: typing.ClassVar[int] = port_by_scheme["http"]
+    default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+    timeout: None | (float)
+
+    host: str
+    port: int
+    blocksize: int
+    source_address: tuple[str, int] | None
+    socket_options: _TYPE_SOCKET_OPTIONS | None
+
+    proxy: Url | None
+    proxy_config: ProxyConfig | None
+
+    is_verified: bool = False
+    proxy_is_verified: bool | None = None
+
+    _response: EmscriptenResponse | None
+
+    def __init__(
+        self,
+        host: str,
+        port: int = 0,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 8192,
+        socket_options: _TYPE_SOCKET_OPTIONS | None = None,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+    ) -> None:
+        self.host = host
+        self.port = port
+        self.timeout = timeout if isinstance(timeout, float) else 0.0
+        self.scheme = "http"
+        self._closed = True
+        self._response = None
+        # ignore these things because we don't
+        # have control over that stuff
+        self.proxy = None
+        self.proxy_config = None
+        self.blocksize = blocksize
+        self.source_address = None
+        self.socket_options = None
+        self.is_verified = False
+
+    def set_tunnel(
+        self,
+        host: str,
+        port: int | None = 0,
+        headers: typing.Mapping[str, str] | None = None,
+        scheme: str = "http",
+    ) -> None:
+        pass
+
+    def connect(self) -> None:
+        pass
+
+    def request(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        # We know *at least* botocore is depending on the order of the
+        # first 3 parameters so to be safe we only mark the later ones
+        # as keyword-only to ensure we have space to extend.
+        *,
+        chunked: bool = False,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> None:
+        self._closed = False
+        if url.startswith("/"):
+            # no scheme / host / port included, make a full url
+            url = f"{self.scheme}://{self.host}:{self.port}" + url
+        request = EmscriptenRequest(
+            url=url,
+            method=method,
+            timeout=self.timeout if self.timeout else 0,
+            decode_content=decode_content,
+        )
+        request.set_body(body)
+        if headers:
+            for k, v in headers.items():
+                request.set_header(k, v)
+        self._response = None
+        try:
+            if not preload_content:
+                self._response = send_streaming_request(request)
+            if self._response is None:
+                self._response = send_request(request)
+        except _TimeoutError as e:
+            raise TimeoutError(e.message) from e
+        except _RequestError as e:
+            raise HTTPException(e.message) from e
+
+    def getresponse(self) -> BaseHTTPResponse:
+        if self._response is not None:
+            return EmscriptenHttpResponseWrapper(
+                internal_response=self._response,
+                url=self._response.request.url,
+                connection=self,
+            )
+        else:
+            raise ResponseNotReady()
+
+    def close(self) -> None:
+        self._closed = True
+        self._response = None
+
+    @property
+    def is_closed(self) -> bool:
+        """Whether the connection either is brand new or has been previously closed.
+        If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
+        properties must be False.
+        """
+        return self._closed
+
+    @property
+    def is_connected(self) -> bool:
+        """Whether the connection is actively connected to any origin (proxy or target)"""
+        return True
+
+    @property
+    def has_connected_to_proxy(self) -> bool:
+        """Whether the connection has successfully connected to its proxy.
+        This returns False if no proxy is in use. Used to determine whether
+        errors are coming from the proxy layer or from tunnelling to the target origin.
+        """
+        return False
+
+
+class EmscriptenHTTPSConnection(EmscriptenHTTPConnection):
+    default_port = port_by_scheme["https"]
+    # all this is basically ignored, as browser handles https
+    cert_reqs: int | str | None = None
+    ca_certs: str | None = None
+    ca_cert_dir: str | None = None
+    ca_cert_data: None | str | bytes = None
+    cert_file: str | None
+    key_file: str | None
+    key_password: str | None
+    ssl_context: typing.Any | None
+    ssl_version: int | str | None = None
+    ssl_minimum_version: int | None = None
+    ssl_maximum_version: int | None = None
+    assert_hostname: None | str | typing.Literal[False]
+    assert_fingerprint: str | None = None
+
+    def __init__(
+        self,
+        host: str,
+        port: int = 0,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | _TYPE_SOCKET_OPTIONS = HTTPConnection.default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+        cert_reqs: int | str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        server_hostname: str | None = None,
+        ssl_context: typing.Any | None = None,
+        ca_certs: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+        ssl_minimum_version: int | None = None,
+        ssl_maximum_version: int | None = None,
+        ssl_version: int | str | None = None,  # Deprecated
+        cert_file: str | None = None,
+        key_file: str | None = None,
+        key_password: str | None = None,
+    ) -> None:
+        super().__init__(
+            host,
+            port=port,
+            timeout=timeout,
+            source_address=source_address,
+            blocksize=blocksize,
+            socket_options=socket_options,
+            proxy=proxy,
+            proxy_config=proxy_config,
+        )
+        self.scheme = "https"
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.key_password = key_password
+        self.ssl_context = ssl_context
+        self.server_hostname = server_hostname
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+        self.cert_reqs = None
+
+        # The browser will automatically verify all requests.
+        # We have no control over that setting.
+        self.is_verified = True
+
+    def set_cert(
+        self,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+    ) -> None:
+        pass
+
+
+# verify that this class implements BaseHTTP(s) connection correctly
+if typing.TYPE_CHECKING:
+    _supports_http_protocol: BaseHTTPConnection = EmscriptenHTTPConnection("", 0)
+    _supports_https_protocol: BaseHTTPSConnection = EmscriptenHTTPSConnection("", 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
new file mode 100644
index 000000000..243b86222
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
@@ -0,0 +1,110 @@
+let Status = {
+  SUCCESS_HEADER: -1,
+  SUCCESS_EOF: -2,
+  ERROR_TIMEOUT: -3,
+  ERROR_EXCEPTION: -4,
+};
+
+let connections = {};
+let nextConnectionID = 1;
+const encoder = new TextEncoder();
+
+self.addEventListener("message", async function (event) {
+  if (event.data.close) {
+    let connectionID = event.data.close;
+    delete connections[connectionID];
+    return;
+  } else if (event.data.getMore) {
+    let connectionID = event.data.getMore;
+    let { curOffset, value, reader, intBuffer, byteBuffer } =
+      connections[connectionID];
+    // if we still have some in buffer, then just send it back straight away
+    if (!value || curOffset >= value.length) {
+      // read another buffer if required
+      try {
+        let readResponse = await reader.read();
+
+        if (readResponse.done) {
+          // read everything - clear connection and return
+          delete connections[connectionID];
+          Atomics.store(intBuffer, 0, Status.SUCCESS_EOF);
+          Atomics.notify(intBuffer, 0);
+          // finished reading successfully
+          // return from event handler
+          return;
+        }
+        curOffset = 0;
+        connections[connectionID].value = readResponse.value;
+        value = readResponse.value;
+      } catch (error) {
+        console.log("Request exception:", error);
+        let errorBytes = encoder.encode(error.message);
+        let written = errorBytes.length;
+        byteBuffer.set(errorBytes);
+        intBuffer[1] = written;
+        Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
+        Atomics.notify(intBuffer, 0);
+      }
+    }
+
+    // send as much buffer as we can
+    let curLen = value.length - curOffset;
+    if (curLen > byteBuffer.length) {
+      curLen = byteBuffer.length;
+    }
+    byteBuffer.set(value.subarray(curOffset, curOffset + curLen), 0);
+
+    Atomics.store(intBuffer, 0, curLen); // store current length in bytes
+    Atomics.notify(intBuffer, 0);
+    curOffset += curLen;
+    connections[connectionID].curOffset = curOffset;
+
+    return;
+  } else {
+    // start fetch
+    let connectionID = nextConnectionID;
+    nextConnectionID += 1;
+    const intBuffer = new Int32Array(event.data.buffer);
+    const byteBuffer = new Uint8Array(event.data.buffer, 8);
+    try {
+      const response = await fetch(event.data.url, event.data.fetchParams);
+      // return the headers first via textencoder
+      var headers = [];
+      for (const pair of response.headers.entries()) {
+        headers.push([pair[0], pair[1]]);
+      }
+      let headerObj = {
+        headers: headers,
+        status: response.status,
+        connectionID,
+      };
+      const headerText = JSON.stringify(headerObj);
+      let headerBytes = encoder.encode(headerText);
+      let written = headerBytes.length;
+      byteBuffer.set(headerBytes);
+      intBuffer[1] = written;
+      // make a connection
+      connections[connectionID] = {
+        reader: response.body.getReader(),
+        intBuffer: intBuffer,
+        byteBuffer: byteBuffer,
+        value: undefined,
+        curOffset: 0,
+      };
+      // set header ready
+      Atomics.store(intBuffer, 0, Status.SUCCESS_HEADER);
+      Atomics.notify(intBuffer, 0);
+      // all fetching after this goes through a new postmessage call with getMore
+      // this allows for parallel requests
+    } catch (error) {
+      console.log("Request exception:", error);
+      let errorBytes = encoder.encode(error.message);
+      let written = errorBytes.length;
+      byteBuffer.set(errorBytes);
+      intBuffer[1] = written;
+      Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
+      Atomics.notify(intBuffer, 0);
+    }
+  }
+});
+self.postMessage({ inited: true });
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
new file mode 100644
index 000000000..8d197ea1e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
@@ -0,0 +1,418 @@
+"""
+Support for streaming http requests in emscripten.
+
+A few caveats -
+
+Firstly, you can't do streaming http in the main UI thread, because atomics.wait isn't allowed.
+Streaming only works if you're running pyodide in a web worker.
+
+Secondly, this uses an extra web worker and SharedArrayBuffer to do the asynchronous fetch
+operation, so it requires that you have crossOriginIsolation enabled, by serving over https
+(or from localhost) with the two headers below set:
+
+    Cross-Origin-Opener-Policy: same-origin
+    Cross-Origin-Embedder-Policy: require-corp
+
+You can tell if cross origin isolation is successfully enabled by looking at the global crossOriginIsolated variable in
+javascript console. If it isn't, streaming requests will fallback to XMLHttpRequest, i.e. getting the whole
+request into a buffer and then returning it. it shows a warning in the javascript console in this case.
+
+Finally, the webworker which does the streaming fetch is created on initial import, but will only be started once
+control is returned to javascript. Call `await wait_for_streaming_ready()` to wait for streaming fetch.
+
+NB: in this code, there are a lot of javascript objects. They are named js_*
+to make it clear what type of object they are.
+"""
+from __future__ import annotations
+
+import io
+import json
+from email.parser import Parser
+from importlib.resources import files
+from typing import TYPE_CHECKING, Any
+
+import js  # type: ignore[import-not-found]
+from pyodide.ffi import (  # type: ignore[import-not-found]
+    JsArray,
+    JsException,
+    JsProxy,
+    to_js,
+)
+
+if TYPE_CHECKING:
+    from typing_extensions import Buffer
+
+from .request import EmscriptenRequest
+from .response import EmscriptenResponse
+
+"""
+There are some headers that trigger unintended CORS preflight requests.
+See also https://github.com/koenvo/pyodide-http/issues/22
+"""
+HEADERS_TO_IGNORE = ("user-agent",)
+
+SUCCESS_HEADER = -1
+SUCCESS_EOF = -2
+ERROR_TIMEOUT = -3
+ERROR_EXCEPTION = -4
+
+_STREAMING_WORKER_CODE = (
+    files(__package__)
+    .joinpath("emscripten_fetch_worker.js")
+    .read_text(encoding="utf-8")
+)
+
+
+class _RequestError(Exception):
+    def __init__(
+        self,
+        message: str | None = None,
+        *,
+        request: EmscriptenRequest | None = None,
+        response: EmscriptenResponse | None = None,
+    ):
+        self.request = request
+        self.response = response
+        self.message = message
+        super().__init__(self.message)
+
+
+class _StreamingError(_RequestError):
+    pass
+
+
+class _TimeoutError(_RequestError):
+    pass
+
+
+def _obj_from_dict(dict_val: dict[str, Any]) -> JsProxy:
+    return to_js(dict_val, dict_converter=js.Object.fromEntries)
+
+
+class _ReadStream(io.RawIOBase):
+    def __init__(
+        self,
+        int_buffer: JsArray,
+        byte_buffer: JsArray,
+        timeout: float,
+        worker: JsProxy,
+        connection_id: int,
+        request: EmscriptenRequest,
+    ):
+        self.int_buffer = int_buffer
+        self.byte_buffer = byte_buffer
+        self.read_pos = 0
+        self.read_len = 0
+        self.connection_id = connection_id
+        self.worker = worker
+        self.timeout = int(1000 * timeout) if timeout > 0 else None
+        self.is_live = True
+        self._is_closed = False
+        self.request: EmscriptenRequest | None = request
+
+    def __del__(self) -> None:
+        self.close()
+
+    # this is compatible with _base_connection
+    def is_closed(self) -> bool:
+        return self._is_closed
+
+    # for compatibility with RawIOBase
+    @property
+    def closed(self) -> bool:
+        return self.is_closed()
+
+    def close(self) -> None:
+        if not self.is_closed():
+            self.read_len = 0
+            self.read_pos = 0
+            self.int_buffer = None
+            self.byte_buffer = None
+            self._is_closed = True
+            self.request = None
+            if self.is_live:
+                self.worker.postMessage(_obj_from_dict({"close": self.connection_id}))
+                self.is_live = False
+            super().close()
+
+    def readable(self) -> bool:
+        return True
+
+    def writable(self) -> bool:
+        return False
+
+    def seekable(self) -> bool:
+        return False
+
+    def readinto(self, byte_obj: Buffer) -> int:
+        if not self.int_buffer:
+            raise _StreamingError(
+                "No buffer for stream in _ReadStream.readinto",
+                request=self.request,
+                response=None,
+            )
+        if self.read_len == 0:
+            # wait for the worker to send something
+            js.Atomics.store(self.int_buffer, 0, ERROR_TIMEOUT)
+            self.worker.postMessage(_obj_from_dict({"getMore": self.connection_id}))
+            if (
+                js.Atomics.wait(self.int_buffer, 0, ERROR_TIMEOUT, self.timeout)
+                == "timed-out"
+            ):
+                raise _TimeoutError
+            data_len = self.int_buffer[0]
+            if data_len > 0:
+                self.read_len = data_len
+                self.read_pos = 0
+            elif data_len == ERROR_EXCEPTION:
+                string_len = self.int_buffer[1]
+                # decode the error string
+                js_decoder = js.TextDecoder.new()
+                json_str = js_decoder.decode(self.byte_buffer.slice(0, string_len))
+                raise _StreamingError(
+                    f"Exception thrown in fetch: {json_str}",
+                    request=self.request,
+                    response=None,
+                )
+            else:
+                # EOF, free the buffers and return zero
+                # and free the request
+                self.is_live = False
+                self.close()
+                return 0
+        # copy from int32array to python bytes
+        ret_length = min(self.read_len, len(memoryview(byte_obj)))
+        subarray = self.byte_buffer.subarray(
+            self.read_pos, self.read_pos + ret_length
+        ).to_py()
+        memoryview(byte_obj)[0:ret_length] = subarray
+        self.read_len -= ret_length
+        self.read_pos += ret_length
+        return ret_length
+
+
+class _StreamingFetcher:
+    def __init__(self) -> None:
+        # make web-worker and data buffer on startup
+        self.streaming_ready = False
+
+        js_data_blob = js.Blob.new(
+            [_STREAMING_WORKER_CODE], _obj_from_dict({"type": "application/javascript"})
+        )
+
+        def promise_resolver(js_resolve_fn: JsProxy, js_reject_fn: JsProxy) -> None:
+            def onMsg(e: JsProxy) -> None:
+                self.streaming_ready = True
+                js_resolve_fn(e)
+
+            def onErr(e: JsProxy) -> None:
+                js_reject_fn(e)  # Defensive: never happens in ci
+
+            self.js_worker.onmessage = onMsg
+            self.js_worker.onerror = onErr
+
+        js_data_url = js.URL.createObjectURL(js_data_blob)
+        self.js_worker = js.globalThis.Worker.new(js_data_url)
+        self.js_worker_ready_promise = js.globalThis.Promise.new(promise_resolver)
+
+    def send(self, request: EmscriptenRequest) -> EmscriptenResponse:
+        headers = {
+            k: v for k, v in request.headers.items() if k not in HEADERS_TO_IGNORE
+        }
+
+        body = request.body
+        fetch_data = {"headers": headers, "body": to_js(body), "method": request.method}
+        # start the request off in the worker
+        timeout = int(1000 * request.timeout) if request.timeout > 0 else None
+        js_shared_buffer = js.SharedArrayBuffer.new(1048576)
+        js_int_buffer = js.Int32Array.new(js_shared_buffer)
+        js_byte_buffer = js.Uint8Array.new(js_shared_buffer, 8)
+
+        js.Atomics.store(js_int_buffer, 0, ERROR_TIMEOUT)
+        js.Atomics.notify(js_int_buffer, 0)
+        js_absolute_url = js.URL.new(request.url, js.location).href
+        self.js_worker.postMessage(
+            _obj_from_dict(
+                {
+                    "buffer": js_shared_buffer,
+                    "url": js_absolute_url,
+                    "fetchParams": fetch_data,
+                }
+            )
+        )
+        # wait for the worker to send something
+        js.Atomics.wait(js_int_buffer, 0, ERROR_TIMEOUT, timeout)
+        if js_int_buffer[0] == ERROR_TIMEOUT:
+            raise _TimeoutError(
+                "Timeout connecting to streaming request",
+                request=request,
+                response=None,
+            )
+        elif js_int_buffer[0] == SUCCESS_HEADER:
+            # got response
+            # header length is in second int of intBuffer
+            string_len = js_int_buffer[1]
+            # decode the rest to a JSON string
+            js_decoder = js.TextDecoder.new()
+            # this does a copy (the slice) because decode can't work on shared array
+            # for some silly reason
+            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
+            # get it as an object
+            response_obj = json.loads(json_str)
+            return EmscriptenResponse(
+                request=request,
+                status_code=response_obj["status"],
+                headers=response_obj["headers"],
+                body=_ReadStream(
+                    js_int_buffer,
+                    js_byte_buffer,
+                    request.timeout,
+                    self.js_worker,
+                    response_obj["connectionID"],
+                    request,
+                ),
+            )
+        elif js_int_buffer[0] == ERROR_EXCEPTION:
+            string_len = js_int_buffer[1]
+            # decode the error string
+            js_decoder = js.TextDecoder.new()
+            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
+            raise _StreamingError(
+                f"Exception thrown in fetch: {json_str}", request=request, response=None
+            )
+        else:
+            raise _StreamingError(
+                f"Unknown status from worker in fetch: {js_int_buffer[0]}",
+                request=request,
+                response=None,
+            )
+
+
+# check if we are in a worker or not
+def is_in_browser_main_thread() -> bool:
+    return hasattr(js, "window") and hasattr(js, "self") and js.self == js.window
+
+
+def is_cross_origin_isolated() -> bool:
+    return hasattr(js, "crossOriginIsolated") and js.crossOriginIsolated
+
+
+def is_in_node() -> bool:
+    return (
+        hasattr(js, "process")
+        and hasattr(js.process, "release")
+        and hasattr(js.process.release, "name")
+        and js.process.release.name == "node"
+    )
+
+
+def is_worker_available() -> bool:
+    return hasattr(js, "Worker") and hasattr(js, "Blob")
+
+
+_fetcher: _StreamingFetcher | None = None
+
+if is_worker_available() and (
+    (is_cross_origin_isolated() and not is_in_browser_main_thread())
+    and (not is_in_node())
+):
+    _fetcher = _StreamingFetcher()
+else:
+    _fetcher = None
+
+
+def send_streaming_request(request: EmscriptenRequest) -> EmscriptenResponse | None:
+    if _fetcher and streaming_ready():
+        return _fetcher.send(request)
+    else:
+        _show_streaming_warning()
+        return None
+
+
+_SHOWN_TIMEOUT_WARNING = False
+
+
+def _show_timeout_warning() -> None:
+    global _SHOWN_TIMEOUT_WARNING
+    if not _SHOWN_TIMEOUT_WARNING:
+        _SHOWN_TIMEOUT_WARNING = True
+        message = "Warning: Timeout is not available on main browser thread"
+        js.console.warn(message)
+
+
+_SHOWN_STREAMING_WARNING = False
+
+
+def _show_streaming_warning() -> None:
+    global _SHOWN_STREAMING_WARNING
+    if not _SHOWN_STREAMING_WARNING:
+        _SHOWN_STREAMING_WARNING = True
+        message = "Can't stream HTTP requests because: \n"
+        if not is_cross_origin_isolated():
+            message += "  Page is not cross-origin isolated\n"
+        if is_in_browser_main_thread():
+            message += "  Python is running in main browser thread\n"
+        if not is_worker_available():
+            message += " Worker or Blob classes are not available in this environment."  # Defensive: this is always False in browsers that we test in
+        if streaming_ready() is False:
+            message += """ Streaming fetch worker isn't ready. If you want to be sure that streaming fetch
+is working, you need to call: 'await urllib3.contrib.emscripten.fetch.wait_for_streaming_ready()`"""
+        from js import console
+
+        console.warn(message)
+
+
+def send_request(request: EmscriptenRequest) -> EmscriptenResponse:
+    try:
+        js_xhr = js.XMLHttpRequest.new()
+
+        if not is_in_browser_main_thread():
+            js_xhr.responseType = "arraybuffer"
+            if request.timeout:
+                js_xhr.timeout = int(request.timeout * 1000)
+        else:
+            js_xhr.overrideMimeType("text/plain; charset=ISO-8859-15")
+            if request.timeout:
+                # timeout isn't available on the main thread - show a warning in console
+                # if it is set
+                _show_timeout_warning()
+
+        js_xhr.open(request.method, request.url, False)
+        for name, value in request.headers.items():
+            if name.lower() not in HEADERS_TO_IGNORE:
+                js_xhr.setRequestHeader(name, value)
+
+        js_xhr.send(to_js(request.body))
+
+        headers = dict(Parser().parsestr(js_xhr.getAllResponseHeaders()))
+
+        if not is_in_browser_main_thread():
+            body = js_xhr.response.to_py().tobytes()
+        else:
+            body = js_xhr.response.encode("ISO-8859-15")
+        return EmscriptenResponse(
+            status_code=js_xhr.status, headers=headers, body=body, request=request
+        )
+    except JsException as err:
+        if err.name == "TimeoutError":
+            raise _TimeoutError(err.message, request=request)
+        elif err.name == "NetworkError":
+            raise _RequestError(err.message, request=request)
+        else:
+            # general http error
+            raise _RequestError(err.message, request=request)
+
+
+def streaming_ready() -> bool | None:
+    if _fetcher:
+        return _fetcher.streaming_ready
+    else:
+        return None  # no fetcher, return None to signify that
+
+
+async def wait_for_streaming_ready() -> bool:
+    if _fetcher:
+        await _fetcher.js_worker_ready_promise
+        return True
+    else:
+        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
new file mode 100644
index 000000000..e692e692b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
@@ -0,0 +1,22 @@
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+
+from ..._base_connection import _TYPE_BODY
+
+
+@dataclass
+class EmscriptenRequest:
+    method: str
+    url: str
+    params: dict[str, str] | None = None
+    body: _TYPE_BODY | None = None
+    headers: dict[str, str] = field(default_factory=dict)
+    timeout: float = 0
+    decode_content: bool = True
+
+    def set_header(self, name: str, value: str) -> None:
+        self.headers[name.capitalize()] = value
+
+    def set_body(self, body: _TYPE_BODY | None) -> None:
+        self.body = body
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
new file mode 100644
index 000000000..cd3d80e43
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
@@ -0,0 +1,285 @@
+from __future__ import annotations
+
+import json as _json
+import logging
+import typing
+from contextlib import contextmanager
+from dataclasses import dataclass
+from http.client import HTTPException as HTTPException
+from io import BytesIO, IOBase
+
+from ...exceptions import InvalidHeader, TimeoutError
+from ...response import BaseHTTPResponse
+from ...util.retry import Retry
+from .request import EmscriptenRequest
+
+if typing.TYPE_CHECKING:
+    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+log = logging.getLogger(__name__)
+
+
+@dataclass
+class EmscriptenResponse:
+    status_code: int
+    headers: dict[str, str]
+    body: IOBase | bytes
+    request: EmscriptenRequest
+
+
+class EmscriptenHttpResponseWrapper(BaseHTTPResponse):
+    def __init__(
+        self,
+        internal_response: EmscriptenResponse,
+        url: str | None = None,
+        connection: BaseHTTPConnection | BaseHTTPSConnection | None = None,
+    ):
+        self._pool = None  # set by pool class
+        self._body = None
+        self._response = internal_response
+        self._url = url
+        self._connection = connection
+        self._closed = False
+        super().__init__(
+            headers=internal_response.headers,
+            status=internal_response.status_code,
+            request_url=url,
+            version=0,
+            version_string="HTTP/?",
+            reason="",
+            decode_content=True,
+        )
+        self.length_remaining = self._init_length(self._response.request.method)
+        self.length_is_certain = False
+
+    @property
+    def url(self) -> str | None:
+        return self._url
+
+    @url.setter
+    def url(self, url: str | None) -> None:
+        self._url = url
+
+    @property
+    def connection(self) -> BaseHTTPConnection | BaseHTTPSConnection | None:
+        return self._connection
+
+    @property
+    def retries(self) -> Retry | None:
+        return self._retries
+
+    @retries.setter
+    def retries(self, retries: Retry | None) -> None:
+        # Override the request_url if retries has a redirect location.
+        self._retries = retries
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        A generator wrapper for the read() method. A call will block until
+        ``amt`` bytes have been read from the connection or until the
+        connection is closed.
+
+        :param amt:
+            How much of the content to read. The generator will return up to
+            much data per iteration, but may return less. This is particularly
+            likely when using compressed data. However, the empty string will
+            never be returned.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        while True:
+            data = self.read(amt=amt, decode_content=decode_content)
+
+            if data:
+                yield data
+            else:
+                break
+
+    def _init_length(self, request_method: str | None) -> int | None:
+        length: int | None
+        content_length: str | None = self.headers.get("content-length")
+
+        if content_length is not None:
+            try:
+                # RFC 7230 section 3.3.2 specifies multiple content lengths can
+                # be sent in a single Content-Length header
+                # (e.g. Content-Length: 42, 42). This line ensures the values
+                # are all valid ints and that as long as the `set` length is 1,
+                # all values are the same. Otherwise, the header is invalid.
+                lengths = {int(val) for val in content_length.split(",")}
+                if len(lengths) > 1:
+                    raise InvalidHeader(
+                        "Content-Length contained multiple "
+                        "unmatching values (%s)" % content_length
+                    )
+                length = lengths.pop()
+            except ValueError:
+                length = None
+            else:
+                if length < 0:
+                    length = None
+
+        else:  # if content_length is None
+            length = None
+
+        # Check for responses that shouldn't include a body
+        if (
+            self.status in (204, 304)
+            or 100 <= self.status < 200
+            or request_method == "HEAD"
+        ):
+            length = 0
+
+        return length
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,  # ignored because browser decodes always
+        cache_content: bool = False,
+    ) -> bytes:
+        if (
+            self._closed
+            or self._response is None
+            or (isinstance(self._response.body, IOBase) and self._response.body.closed)
+        ):
+            return b""
+
+        with self._error_catcher():
+            # body has been preloaded as a string by XmlHttpRequest
+            if not isinstance(self._response.body, IOBase):
+                self.length_remaining = len(self._response.body)
+                self.length_is_certain = True
+                # wrap body in IOStream
+                self._response.body = BytesIO(self._response.body)
+            if amt is not None and amt >= 0:
+                # don't cache partial content
+                cache_content = False
+                data = self._response.body.read(amt)
+                if self.length_remaining is not None:
+                    self.length_remaining = max(self.length_remaining - len(data), 0)
+                if (self.length_is_certain and self.length_remaining == 0) or len(
+                    data
+                ) < amt:
+                    # definitely finished reading, close response stream
+                    self._response.body.close()
+                return typing.cast(bytes, data)
+            else:  # read all we can (and cache it)
+                data = self._response.body.read()
+                if cache_content:
+                    self._body = data
+                if self.length_remaining is not None:
+                    self.length_remaining = max(self.length_remaining - len(data), 0)
+                if len(data) == 0 or (
+                    self.length_is_certain and self.length_remaining == 0
+                ):
+                    # definitely finished reading, close response stream
+                    self._response.body.close()
+                return typing.cast(bytes, data)
+
+    def read_chunked(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> typing.Generator[bytes, None, None]:
+        # chunked is handled by browser
+        while True:
+            bytes = self.read(amt, decode_content)
+            if not bytes:
+                break
+            yield bytes
+
+    def release_conn(self) -> None:
+        if not self._pool or not self._connection:
+            return None
+
+        self._pool._put_conn(self._connection)
+        self._connection = None
+
+    def drain_conn(self) -> None:
+        self.close()
+
+    @property
+    def data(self) -> bytes:
+        if self._body:
+            return self._body
+        else:
+            return self.read(cache_content=True)
+
+    def json(self) -> typing.Any:
+        """
+        Deserializes the body of the HTTP response as a Python object.
+
+        The body of the HTTP response must be encoded using UTF-8, as per
+        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
+
+        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
+        your custom decoder instead.
+
+        If the body of the HTTP response is not decodable to UTF-8, a
+        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
+        valid JSON document, a `json.JSONDecodeError` will be raised.
+
+        Read more :ref:`here <json_content>`.
+
+        :returns: The body of the HTTP response as a Python object.
+        """
+        data = self.data.decode("utf-8")
+        return _json.loads(data)
+
+    def close(self) -> None:
+        if not self._closed:
+            if isinstance(self._response.body, IOBase):
+                self._response.body.close()
+            if self._connection:
+                self._connection.close()
+                self._connection = None
+            self._closed = True
+
+    @contextmanager
+    def _error_catcher(self) -> typing.Generator[None, None, None]:
+        """
+        Catch Emscripten specific exceptions thrown by fetch.py,
+        instead re-raising urllib3 variants, so that low-level exceptions
+        are not leaked in the high-level api.
+
+        On exit, release the connection back to the pool.
+        """
+        from .fetch import _RequestError, _TimeoutError  # avoid circular import
+
+        clean_exit = False
+
+        try:
+            yield
+            # If no exception is thrown, we should avoid cleaning up
+            # unnecessarily.
+            clean_exit = True
+        except _TimeoutError as e:
+            raise TimeoutError(str(e))
+        except _RequestError as e:
+            raise HTTPException(str(e))
+        finally:
+            # If we didn't terminate cleanly, we need to throw away our
+            # connection.
+            if not clean_exit:
+                # The response may not be closed but we're not going to use it
+                # anymore so close it now
+                if (
+                    isinstance(self._response.body, IOBase)
+                    and not self._response.body.closed
+                ):
+                    self._response.body.close()
+                # release the connection back to the pool
+                self.release_conn()
+            else:
+                # If we have read everything from the response stream,
+                # return the connection back to the pool.
+                if (
+                    isinstance(self._response.body, IOBase)
+                    and self._response.body.closed
+                ):
+                    self.release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
new file mode 100644
index 000000000..b89a6dab8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
@@ -0,0 +1,548 @@
+"""
+Module for using pyOpenSSL as a TLS backend. This module was relevant before
+the standard library ``ssl`` module supported SNI, but now that we've dropped
+support for Python 2.7 all relevant Python versions support SNI so
+**this module is no longer recommended**.
+
+This needs the following packages installed:
+
+* `pyOpenSSL`_ (tested with 16.0.0)
+* `cryptography`_ (minimum 1.3.4, from pyopenssl)
+* `idna`_ (minimum 2.0)
+
+However, pyOpenSSL depends on cryptography, so while we use all three directly here we
+end up having relatively few packages required.
+
+You can install them with the following command:
+
+.. code-block:: bash
+
+    $ python -m pip install pyopenssl cryptography idna
+
+To activate certificate checking, call
+:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
+before you begin making HTTP requests. This can be done in a ``sitecustomize``
+module, or at any other time before your application begins using ``urllib3``,
+like this:
+
+.. code-block:: python
+
+    try:
+        import urllib3.contrib.pyopenssl
+        urllib3.contrib.pyopenssl.inject_into_urllib3()
+    except ImportError:
+        pass
+
+.. _pyopenssl: https://www.pyopenssl.org
+.. _cryptography: https://cryptography.io
+.. _idna: https://github.com/kjd/idna
+"""
+
+from __future__ import annotations
+
+import OpenSSL.SSL  # type: ignore[import-untyped]
+from cryptography import x509
+
+try:
+    from cryptography.x509 import UnsupportedExtension  # type: ignore[attr-defined]
+except ImportError:
+    # UnsupportedExtension is gone in cryptography >= 2.1.0
+    class UnsupportedExtension(Exception):  # type: ignore[no-redef]
+        pass
+
+
+import logging
+import ssl
+import typing
+from io import BytesIO
+from socket import socket as socket_cls
+from socket import timeout
+
+from .. import util
+
+if typing.TYPE_CHECKING:
+    from OpenSSL.crypto import X509  # type: ignore[import-untyped]
+
+
+__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
+
+# Map from urllib3 to PyOpenSSL compatible parameter-values.
+_openssl_versions: dict[int, int] = {
+    util.ssl_.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
+    util.ssl_.PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
+    ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
+}
+
+if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
+
+if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
+
+
+_stdlib_to_openssl_verify = {
+    ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
+    ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
+    ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
+    + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
+}
+_openssl_to_stdlib_verify = {v: k for k, v in _stdlib_to_openssl_verify.items()}
+
+# The SSLvX values are the most likely to be missing in the future
+# but we check them all just to be sure.
+_OP_NO_SSLv2_OR_SSLv3: int = getattr(OpenSSL.SSL, "OP_NO_SSLv2", 0) | getattr(
+    OpenSSL.SSL, "OP_NO_SSLv3", 0
+)
+_OP_NO_TLSv1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1", 0)
+_OP_NO_TLSv1_1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_1", 0)
+_OP_NO_TLSv1_2: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_2", 0)
+_OP_NO_TLSv1_3: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_3", 0)
+
+_openssl_to_ssl_minimum_version: dict[int, int] = {
+    ssl.TLSVersion.MINIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.TLSv1: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1,
+    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1,
+    ssl.TLSVersion.TLSv1_3: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
+    ),
+    ssl.TLSVersion.MAXIMUM_SUPPORTED: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
+    ),
+}
+_openssl_to_ssl_maximum_version: dict[int, int] = {
+    ssl.TLSVersion.MINIMUM_SUPPORTED: (
+        _OP_NO_SSLv2_OR_SSLv3
+        | _OP_NO_TLSv1
+        | _OP_NO_TLSv1_1
+        | _OP_NO_TLSv1_2
+        | _OP_NO_TLSv1_3
+    ),
+    ssl.TLSVersion.TLSv1: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3
+    ),
+    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3,
+    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_3,
+    ssl.TLSVersion.TLSv1_3: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.MAXIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
+}
+
+# OpenSSL will only write 16K at a time
+SSL_WRITE_BLOCKSIZE = 16384
+
+orig_util_SSLContext = util.ssl_.SSLContext
+
+
+log = logging.getLogger(__name__)
+
+
+def inject_into_urllib3() -> None:
+    "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
+
+    _validate_dependencies_met()
+
+    util.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
+    util.ssl_.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
+    util.IS_PYOPENSSL = True
+    util.ssl_.IS_PYOPENSSL = True
+
+
+def extract_from_urllib3() -> None:
+    "Undo monkey-patching by :func:`inject_into_urllib3`."
+
+    util.SSLContext = orig_util_SSLContext
+    util.ssl_.SSLContext = orig_util_SSLContext
+    util.IS_PYOPENSSL = False
+    util.ssl_.IS_PYOPENSSL = False
+
+
+def _validate_dependencies_met() -> None:
+    """
+    Verifies that PyOpenSSL's package-level dependencies have been met.
+    Throws `ImportError` if they are not met.
+    """
+    # Method added in `cryptography==1.1`; not available in older versions
+    from cryptography.x509.extensions import Extensions
+
+    if getattr(Extensions, "get_extension_for_class", None) is None:
+        raise ImportError(
+            "'cryptography' module missing required functionality.  "
+            "Try upgrading to v1.3.4 or newer."
+        )
+
+    # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
+    # attribute is only present on those versions.
+    from OpenSSL.crypto import X509
+
+    x509 = X509()
+    if getattr(x509, "_x509", None) is None:
+        raise ImportError(
+            "'pyOpenSSL' module missing required functionality. "
+            "Try upgrading to v0.14 or newer."
+        )
+
+
+def _dnsname_to_stdlib(name: str) -> str | None:
+    """
+    Converts a dNSName SubjectAlternativeName field to the form used by the
+    standard library on the given Python version.
+
+    Cryptography produces a dNSName as a unicode string that was idna-decoded
+    from ASCII bytes. We need to idna-encode that string to get it back, and
+    then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
+    uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
+
+    If the name cannot be idna-encoded then we return None signalling that
+    the name given should be skipped.
+    """
+
+    def idna_encode(name: str) -> bytes | None:
+        """
+        Borrowed wholesale from the Python Cryptography Project. It turns out
+        that we can't just safely call `idna.encode`: it can explode for
+        wildcard names. This avoids that problem.
+        """
+        import idna
+
+        try:
+            for prefix in ["*.", "."]:
+                if name.startswith(prefix):
+                    name = name[len(prefix) :]
+                    return prefix.encode("ascii") + idna.encode(name)
+            return idna.encode(name)
+        except idna.core.IDNAError:
+            return None
+
+    # Don't send IPv6 addresses through the IDNA encoder.
+    if ":" in name:
+        return name
+
+    encoded_name = idna_encode(name)
+    if encoded_name is None:
+        return None
+    return encoded_name.decode("utf-8")
+
+
+def get_subj_alt_name(peer_cert: X509) -> list[tuple[str, str]]:
+    """
+    Given an PyOpenSSL certificate, provides all the subject alternative names.
+    """
+    cert = peer_cert.to_cryptography()
+
+    # We want to find the SAN extension. Ask Cryptography to locate it (it's
+    # faster than looping in Python)
+    try:
+        ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
+    except x509.ExtensionNotFound:
+        # No such extension, return the empty list.
+        return []
+    except (
+        x509.DuplicateExtension,
+        UnsupportedExtension,
+        x509.UnsupportedGeneralNameType,
+        UnicodeError,
+    ) as e:
+        # A problem has been found with the quality of the certificate. Assume
+        # no SAN field is present.
+        log.warning(
+            "A problem was encountered with the certificate that prevented "
+            "urllib3 from finding the SubjectAlternativeName field. This can "
+            "affect certificate validation. The error was %s",
+            e,
+        )
+        return []
+
+    # We want to return dNSName and iPAddress fields. We need to cast the IPs
+    # back to strings because the match_hostname function wants them as
+    # strings.
+    # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
+    # decoded. This is pretty frustrating, but that's what the standard library
+    # does with certificates, and so we need to attempt to do the same.
+    # We also want to skip over names which cannot be idna encoded.
+    names = [
+        ("DNS", name)
+        for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
+        if name is not None
+    ]
+    names.extend(
+        ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
+    )
+
+    return names
+
+
+class WrappedSocket:
+    """API-compatibility wrapper for Python OpenSSL's Connection-class."""
+
+    def __init__(
+        self,
+        connection: OpenSSL.SSL.Connection,
+        socket: socket_cls,
+        suppress_ragged_eofs: bool = True,
+    ) -> None:
+        self.connection = connection
+        self.socket = socket
+        self.suppress_ragged_eofs = suppress_ragged_eofs
+        self._io_refs = 0
+        self._closed = False
+
+    def fileno(self) -> int:
+        return self.socket.fileno()
+
+    # Copy-pasted from Python 3.5 source code
+    def _decref_socketios(self) -> None:
+        if self._io_refs > 0:
+            self._io_refs -= 1
+        if self._closed:
+            self.close()
+
+    def recv(self, *args: typing.Any, **kwargs: typing.Any) -> bytes:
+        try:
+            data = self.connection.recv(*args, **kwargs)
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return b""
+            else:
+                raise OSError(e.args[0], str(e)) from e
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return b""
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError as e:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out") from e
+            else:
+                return self.recv(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"read error: {e!r}") from e
+        else:
+            return data  # type: ignore[no-any-return]
+
+    def recv_into(self, *args: typing.Any, **kwargs: typing.Any) -> int:
+        try:
+            return self.connection.recv_into(*args, **kwargs)  # type: ignore[no-any-return]
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return 0
+            else:
+                raise OSError(e.args[0], str(e)) from e
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return 0
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError as e:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out") from e
+            else:
+                return self.recv_into(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"read error: {e!r}") from e
+
+    def settimeout(self, timeout: float) -> None:
+        return self.socket.settimeout(timeout)
+
+    def _send_until_done(self, data: bytes) -> int:
+        while True:
+            try:
+                return self.connection.send(data)  # type: ignore[no-any-return]
+            except OpenSSL.SSL.WantWriteError as e:
+                if not util.wait_for_write(self.socket, self.socket.gettimeout()):
+                    raise timeout() from e
+                continue
+            except OpenSSL.SSL.SysCallError as e:
+                raise OSError(e.args[0], str(e)) from e
+
+    def sendall(self, data: bytes) -> None:
+        total_sent = 0
+        while total_sent < len(data):
+            sent = self._send_until_done(
+                data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
+            )
+            total_sent += sent
+
+    def shutdown(self) -> None:
+        # FIXME rethrow compatible exceptions should we ever use this
+        self.connection.shutdown()
+
+    def close(self) -> None:
+        self._closed = True
+        if self._io_refs <= 0:
+            self._real_close()
+
+    def _real_close(self) -> None:
+        try:
+            return self.connection.close()  # type: ignore[no-any-return]
+        except OpenSSL.SSL.Error:
+            return
+
+    def getpeercert(
+        self, binary_form: bool = False
+    ) -> dict[str, list[typing.Any]] | None:
+        x509 = self.connection.get_peer_certificate()
+
+        if not x509:
+            return x509  # type: ignore[no-any-return]
+
+        if binary_form:
+            return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)  # type: ignore[no-any-return]
+
+        return {
+            "subject": ((("commonName", x509.get_subject().CN),),),  # type: ignore[dict-item]
+            "subjectAltName": get_subj_alt_name(x509),
+        }
+
+    def version(self) -> str:
+        return self.connection.get_protocol_version_name()  # type: ignore[no-any-return]
+
+
+WrappedSocket.makefile = socket_cls.makefile  # type: ignore[attr-defined]
+
+
+class PyOpenSSLContext:
+    """
+    I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
+    for translating the interface of the standard library ``SSLContext`` object
+    to calls into PyOpenSSL.
+    """
+
+    def __init__(self, protocol: int) -> None:
+        self.protocol = _openssl_versions[protocol]
+        self._ctx = OpenSSL.SSL.Context(self.protocol)
+        self._options = 0
+        self.check_hostname = False
+        self._minimum_version: int = ssl.TLSVersion.MINIMUM_SUPPORTED
+        self._maximum_version: int = ssl.TLSVersion.MAXIMUM_SUPPORTED
+
+    @property
+    def options(self) -> int:
+        return self._options
+
+    @options.setter
+    def options(self, value: int) -> None:
+        self._options = value
+        self._set_ctx_options()
+
+    @property
+    def verify_mode(self) -> int:
+        return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
+
+    @verify_mode.setter
+    def verify_mode(self, value: ssl.VerifyMode) -> None:
+        self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
+
+    def set_default_verify_paths(self) -> None:
+        self._ctx.set_default_verify_paths()
+
+    def set_ciphers(self, ciphers: bytes | str) -> None:
+        if isinstance(ciphers, str):
+            ciphers = ciphers.encode("utf-8")
+        self._ctx.set_cipher_list(ciphers)
+
+    def load_verify_locations(
+        self,
+        cafile: str | None = None,
+        capath: str | None = None,
+        cadata: bytes | None = None,
+    ) -> None:
+        if cafile is not None:
+            cafile = cafile.encode("utf-8")  # type: ignore[assignment]
+        if capath is not None:
+            capath = capath.encode("utf-8")  # type: ignore[assignment]
+        try:
+            self._ctx.load_verify_locations(cafile, capath)
+            if cadata is not None:
+                self._ctx.load_verify_locations(BytesIO(cadata))
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"unable to load trusted certificates: {e!r}") from e
+
+    def load_cert_chain(
+        self,
+        certfile: str,
+        keyfile: str | None = None,
+        password: str | None = None,
+    ) -> None:
+        try:
+            self._ctx.use_certificate_chain_file(certfile)
+            if password is not None:
+                if not isinstance(password, bytes):
+                    password = password.encode("utf-8")  # type: ignore[assignment]
+                self._ctx.set_passwd_cb(lambda *_: password)
+            self._ctx.use_privatekey_file(keyfile or certfile)
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"Unable to load certificate chain: {e!r}") from e
+
+    def set_alpn_protocols(self, protocols: list[bytes | str]) -> None:
+        protocols = [util.util.to_bytes(p, "ascii") for p in protocols]
+        return self._ctx.set_alpn_protos(protocols)  # type: ignore[no-any-return]
+
+    def wrap_socket(
+        self,
+        sock: socket_cls,
+        server_side: bool = False,
+        do_handshake_on_connect: bool = True,
+        suppress_ragged_eofs: bool = True,
+        server_hostname: bytes | str | None = None,
+    ) -> WrappedSocket:
+        cnx = OpenSSL.SSL.Connection(self._ctx, sock)
+
+        # If server_hostname is an IP, don't use it for SNI, per RFC6066 Section 3
+        if server_hostname and not util.ssl_.is_ipaddress(server_hostname):
+            if isinstance(server_hostname, str):
+                server_hostname = server_hostname.encode("utf-8")
+            cnx.set_tlsext_host_name(server_hostname)
+
+        cnx.set_connect_state()
+
+        while True:
+            try:
+                cnx.do_handshake()
+            except OpenSSL.SSL.WantReadError as e:
+                if not util.wait_for_read(sock, sock.gettimeout()):
+                    raise timeout("select timed out") from e
+                continue
+            except OpenSSL.SSL.Error as e:
+                raise ssl.SSLError(f"bad handshake: {e!r}") from e
+            break
+
+        return WrappedSocket(cnx, sock)
+
+    def _set_ctx_options(self) -> None:
+        self._ctx.set_options(
+            self._options
+            | _openssl_to_ssl_minimum_version[self._minimum_version]
+            | _openssl_to_ssl_maximum_version[self._maximum_version]
+        )
+
+    @property
+    def minimum_version(self) -> int:
+        return self._minimum_version
+
+    @minimum_version.setter
+    def minimum_version(self, minimum_version: int) -> None:
+        self._minimum_version = minimum_version
+        self._set_ctx_options()
+
+    @property
+    def maximum_version(self) -> int:
+        return self._maximum_version
+
+    @maximum_version.setter
+    def maximum_version(self, maximum_version: int) -> None:
+        self._maximum_version = maximum_version
+        self._set_ctx_options()
+
+
+def _verify_callback(
+    cnx: OpenSSL.SSL.Connection,
+    x509: X509,
+    err_no: int,
+    err_depth: int,
+    return_code: int,
+) -> bool:
+    return err_no == 0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
new file mode 100644
index 000000000..c62b5e033
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
@@ -0,0 +1,228 @@
+"""
+This module contains provisional support for SOCKS proxies from within
+urllib3. This module supports SOCKS4, SOCKS4A (an extension of SOCKS4), and
+SOCKS5. To enable its functionality, either install PySocks or install this
+module with the ``socks`` extra.
+
+The SOCKS implementation supports the full range of urllib3 features. It also
+supports the following SOCKS features:
+
+- SOCKS4A (``proxy_url='socks4a://...``)
+- SOCKS4 (``proxy_url='socks4://...``)
+- SOCKS5 with remote DNS (``proxy_url='socks5h://...``)
+- SOCKS5 with local DNS (``proxy_url='socks5://...``)
+- Usernames and passwords for the SOCKS proxy
+
+.. note::
+   It is recommended to use ``socks5h://`` or ``socks4a://`` schemes in
+   your ``proxy_url`` to ensure that DNS resolution is done from the remote
+   server instead of client-side when connecting to a domain name.
+
+SOCKS4 supports IPv4 and domain names with the SOCKS4A extension. SOCKS5
+supports IPv4, IPv6, and domain names.
+
+When connecting to a SOCKS4 proxy the ``username`` portion of the ``proxy_url``
+will be sent as the ``userid`` section of the SOCKS request:
+
+.. code-block:: python
+
+    proxy_url="socks4a://<userid>@proxy-host"
+
+When connecting to a SOCKS5 proxy the ``username`` and ``password`` portion
+of the ``proxy_url`` will be sent as the username/password to authenticate
+with the proxy:
+
+.. code-block:: python
+
+    proxy_url="socks5h://<username>:<password>@proxy-host"
+
+"""
+
+from __future__ import annotations
+
+try:
+    import socks  # type: ignore[import-not-found]
+except ImportError:
+    import warnings
+
+    from ..exceptions import DependencyWarning
+
+    warnings.warn(
+        (
+            "SOCKS support in urllib3 requires the installation of optional "
+            "dependencies: specifically, PySocks.  For more information, see "
+            "https://urllib3.readthedocs.io/en/latest/advanced-usage.html#socks-proxies"
+        ),
+        DependencyWarning,
+    )
+    raise
+
+import typing
+from socket import timeout as SocketTimeout
+
+from ..connection import HTTPConnection, HTTPSConnection
+from ..connectionpool import HTTPConnectionPool, HTTPSConnectionPool
+from ..exceptions import ConnectTimeoutError, NewConnectionError
+from ..poolmanager import PoolManager
+from ..util.url import parse_url
+
+try:
+    import ssl
+except ImportError:
+    ssl = None  # type: ignore[assignment]
+
+
+class _TYPE_SOCKS_OPTIONS(typing.TypedDict):
+    socks_version: int
+    proxy_host: str | None
+    proxy_port: str | None
+    username: str | None
+    password: str | None
+    rdns: bool
+
+
+class SOCKSConnection(HTTPConnection):
+    """
+    A plain-text HTTP connection that connects via a SOCKS proxy.
+    """
+
+    def __init__(
+        self,
+        _socks_options: _TYPE_SOCKS_OPTIONS,
+        *args: typing.Any,
+        **kwargs: typing.Any,
+    ) -> None:
+        self._socks_options = _socks_options
+        super().__init__(*args, **kwargs)
+
+    def _new_conn(self) -> socks.socksocket:
+        """
+        Establish a new connection via the SOCKS proxy.
+        """
+        extra_kw: dict[str, typing.Any] = {}
+        if self.source_address:
+            extra_kw["source_address"] = self.source_address
+
+        if self.socket_options:
+            extra_kw["socket_options"] = self.socket_options
+
+        try:
+            conn = socks.create_connection(
+                (self.host, self.port),
+                proxy_type=self._socks_options["socks_version"],
+                proxy_addr=self._socks_options["proxy_host"],
+                proxy_port=self._socks_options["proxy_port"],
+                proxy_username=self._socks_options["username"],
+                proxy_password=self._socks_options["password"],
+                proxy_rdns=self._socks_options["rdns"],
+                timeout=self.timeout,
+                **extra_kw,
+            )
+
+        except SocketTimeout as e:
+            raise ConnectTimeoutError(
+                self,
+                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+            ) from e
+
+        except socks.ProxyError as e:
+            # This is fragile as hell, but it seems to be the only way to raise
+            # useful errors here.
+            if e.socket_err:
+                error = e.socket_err
+                if isinstance(error, SocketTimeout):
+                    raise ConnectTimeoutError(
+                        self,
+                        f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+                    ) from e
+                else:
+                    # Adding `from e` messes with coverage somehow, so it's omitted.
+                    # See #2386.
+                    raise NewConnectionError(
+                        self, f"Failed to establish a new connection: {error}"
+                    )
+            else:
+                raise NewConnectionError(
+                    self, f"Failed to establish a new connection: {e}"
+                ) from e
+
+        except OSError as e:  # Defensive: PySocks should catch all these.
+            raise NewConnectionError(
+                self, f"Failed to establish a new connection: {e}"
+            ) from e
+
+        return conn
+
+
+# We don't need to duplicate the Verified/Unverified distinction from
+# urllib3/connection.py here because the HTTPSConnection will already have been
+# correctly set to either the Verified or Unverified form by that module. This
+# means the SOCKSHTTPSConnection will automatically be the correct type.
+class SOCKSHTTPSConnection(SOCKSConnection, HTTPSConnection):
+    pass
+
+
+class SOCKSHTTPConnectionPool(HTTPConnectionPool):
+    ConnectionCls = SOCKSConnection
+
+
+class SOCKSHTTPSConnectionPool(HTTPSConnectionPool):
+    ConnectionCls = SOCKSHTTPSConnection
+
+
+class SOCKSProxyManager(PoolManager):
+    """
+    A version of the urllib3 ProxyManager that routes connections via the
+    defined SOCKS proxy.
+    """
+
+    pool_classes_by_scheme = {
+        "http": SOCKSHTTPConnectionPool,
+        "https": SOCKSHTTPSConnectionPool,
+    }
+
+    def __init__(
+        self,
+        proxy_url: str,
+        username: str | None = None,
+        password: str | None = None,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        **connection_pool_kw: typing.Any,
+    ):
+        parsed = parse_url(proxy_url)
+
+        if username is None and password is None and parsed.auth is not None:
+            split = parsed.auth.split(":")
+            if len(split) == 2:
+                username, password = split
+        if parsed.scheme == "socks5":
+            socks_version = socks.PROXY_TYPE_SOCKS5
+            rdns = False
+        elif parsed.scheme == "socks5h":
+            socks_version = socks.PROXY_TYPE_SOCKS5
+            rdns = True
+        elif parsed.scheme == "socks4":
+            socks_version = socks.PROXY_TYPE_SOCKS4
+            rdns = False
+        elif parsed.scheme == "socks4a":
+            socks_version = socks.PROXY_TYPE_SOCKS4
+            rdns = True
+        else:
+            raise ValueError(f"Unable to determine SOCKS version from {proxy_url}")
+
+        self.proxy_url = proxy_url
+
+        socks_options = {
+            "socks_version": socks_version,
+            "proxy_host": parsed.host,
+            "proxy_port": parsed.port,
+            "username": username,
+            "password": password,
+            "rdns": rdns,
+        }
+        connection_pool_kw["_socks_options"] = socks_options
+
+        super().__init__(num_pools, headers, **connection_pool_kw)
+
+        self.pool_classes_by_scheme = SOCKSProxyManager.pool_classes_by_scheme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
new file mode 100644
index 000000000..b0792f00f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
@@ -0,0 +1,321 @@
+from __future__ import annotations
+
+import socket
+import typing
+import warnings
+from email.errors import MessageDefect
+from http.client import IncompleteRead as httplib_IncompleteRead
+
+if typing.TYPE_CHECKING:
+    from .connection import HTTPConnection
+    from .connectionpool import ConnectionPool
+    from .response import HTTPResponse
+    from .util.retry import Retry
+
+# Base Exceptions
+
+
+class HTTPError(Exception):
+    """Base exception used by this module."""
+
+
+class HTTPWarning(Warning):
+    """Base warning used by this module."""
+
+
+_TYPE_REDUCE_RESULT = typing.Tuple[
+    typing.Callable[..., object], typing.Tuple[object, ...]
+]
+
+
+class PoolError(HTTPError):
+    """Base exception for errors caused within a pool."""
+
+    def __init__(self, pool: ConnectionPool, message: str) -> None:
+        self.pool = pool
+        super().__init__(f"{pool}: {message}")
+
+    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
+        # For pickling purposes.
+        return self.__class__, (None, None)
+
+
+class RequestError(PoolError):
+    """Base exception for PoolErrors that have associated URLs."""
+
+    def __init__(self, pool: ConnectionPool, url: str, message: str) -> None:
+        self.url = url
+        super().__init__(pool, message)
+
+    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
+        # For pickling purposes.
+        return self.__class__, (None, self.url, None)
+
+
+class SSLError(HTTPError):
+    """Raised when SSL certificate fails in an HTTPS connection."""
+
+
+class ProxyError(HTTPError):
+    """Raised when the connection to a proxy fails."""
+
+    # The original error is also available as __cause__.
+    original_error: Exception
+
+    def __init__(self, message: str, error: Exception) -> None:
+        super().__init__(message, error)
+        self.original_error = error
+
+
+class DecodeError(HTTPError):
+    """Raised when automatic decoding based on Content-Type fails."""
+
+
+class ProtocolError(HTTPError):
+    """Raised when something unexpected happens mid-request/response."""
+
+
+#: Renamed to ProtocolError but aliased for backwards compatibility.
+ConnectionError = ProtocolError
+
+
+# Leaf Exceptions
+
+
+class MaxRetryError(RequestError):
+    """Raised when the maximum number of retries is exceeded.
+
+    :param pool: The connection pool
+    :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool`
+    :param str url: The requested Url
+    :param reason: The underlying error
+    :type reason: :class:`Exception`
+
+    """
+
+    def __init__(
+        self, pool: ConnectionPool, url: str, reason: Exception | None = None
+    ) -> None:
+        self.reason = reason
+
+        message = f"Max retries exceeded with url: {url} (Caused by {reason!r})"
+
+        super().__init__(pool, url, message)
+
+
+class HostChangedError(RequestError):
+    """Raised when an existing pool gets a request for a foreign host."""
+
+    def __init__(
+        self, pool: ConnectionPool, url: str, retries: Retry | int = 3
+    ) -> None:
+        message = f"Tried to open a foreign host with url: {url}"
+        super().__init__(pool, url, message)
+        self.retries = retries
+
+
+class TimeoutStateError(HTTPError):
+    """Raised when passing an invalid state to a timeout"""
+
+
+class TimeoutError(HTTPError):
+    """Raised when a socket timeout error occurs.
+
+    Catching this error will catch both :exc:`ReadTimeoutErrors
+    <ReadTimeoutError>` and :exc:`ConnectTimeoutErrors <ConnectTimeoutError>`.
+    """
+
+
+class ReadTimeoutError(TimeoutError, RequestError):
+    """Raised when a socket timeout occurs while receiving data from a server"""
+
+
+# This timeout error does not have a URL attached and needs to inherit from the
+# base HTTPError
+class ConnectTimeoutError(TimeoutError):
+    """Raised when a socket timeout occurs while connecting to a server"""
+
+
+class NewConnectionError(ConnectTimeoutError, HTTPError):
+    """Raised when we fail to establish a new connection. Usually ECONNREFUSED."""
+
+    def __init__(self, conn: HTTPConnection, message: str) -> None:
+        self.conn = conn
+        super().__init__(f"{conn}: {message}")
+
+    @property
+    def pool(self) -> HTTPConnection:
+        warnings.warn(
+            "The 'pool' property is deprecated and will be removed "
+            "in urllib3 v2.1.0. Use 'conn' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+        return self.conn
+
+
+class NameResolutionError(NewConnectionError):
+    """Raised when host name resolution fails."""
+
+    def __init__(self, host: str, conn: HTTPConnection, reason: socket.gaierror):
+        message = f"Failed to resolve '{host}' ({reason})"
+        super().__init__(conn, message)
+
+
+class EmptyPoolError(PoolError):
+    """Raised when a pool runs out of connections and no more are allowed."""
+
+
+class FullPoolError(PoolError):
+    """Raised when we try to add a connection to a full pool in blocking mode."""
+
+
+class ClosedPoolError(PoolError):
+    """Raised when a request enters a pool after the pool has been closed."""
+
+
+class LocationValueError(ValueError, HTTPError):
+    """Raised when there is something wrong with a given URL input."""
+
+
+class LocationParseError(LocationValueError):
+    """Raised when get_host or similar fails to parse the URL input."""
+
+    def __init__(self, location: str) -> None:
+        message = f"Failed to parse: {location}"
+        super().__init__(message)
+
+        self.location = location
+
+
+class URLSchemeUnknown(LocationValueError):
+    """Raised when a URL input has an unsupported scheme."""
+
+    def __init__(self, scheme: str):
+        message = f"Not supported URL scheme {scheme}"
+        super().__init__(message)
+
+        self.scheme = scheme
+
+
+class ResponseError(HTTPError):
+    """Used as a container for an error reason supplied in a MaxRetryError."""
+
+    GENERIC_ERROR = "too many error responses"
+    SPECIFIC_ERROR = "too many {status_code} error responses"
+
+
+class SecurityWarning(HTTPWarning):
+    """Warned when performing security reducing actions"""
+
+
+class InsecureRequestWarning(SecurityWarning):
+    """Warned when making an unverified HTTPS request."""
+
+
+class NotOpenSSLWarning(SecurityWarning):
+    """Warned when using unsupported SSL library"""
+
+
+class SystemTimeWarning(SecurityWarning):
+    """Warned when system time is suspected to be wrong"""
+
+
+class InsecurePlatformWarning(SecurityWarning):
+    """Warned when certain TLS/SSL configuration is not available on a platform."""
+
+
+class DependencyWarning(HTTPWarning):
+    """
+    Warned when an attempt is made to import a module with missing optional
+    dependencies.
+    """
+
+
+class ResponseNotChunked(ProtocolError, ValueError):
+    """Response needs to be chunked in order to read it as chunks."""
+
+
+class BodyNotHttplibCompatible(HTTPError):
+    """
+    Body should be :class:`http.client.HTTPResponse` like
+    (have an fp attribute which returns raw chunks) for read_chunked().
+    """
+
+
+class IncompleteRead(HTTPError, httplib_IncompleteRead):
+    """
+    Response length doesn't match expected Content-Length
+
+    Subclass of :class:`http.client.IncompleteRead` to allow int value
+    for ``partial`` to avoid creating large objects on streamed reads.
+    """
+
+    partial: int  # type: ignore[assignment]
+    expected: int
+
+    def __init__(self, partial: int, expected: int) -> None:
+        self.partial = partial
+        self.expected = expected
+
+    def __repr__(self) -> str:
+        return "IncompleteRead(%i bytes read, %i more expected)" % (
+            self.partial,
+            self.expected,
+        )
+
+
+class InvalidChunkLength(HTTPError, httplib_IncompleteRead):
+    """Invalid chunk length in a chunked response."""
+
+    def __init__(self, response: HTTPResponse, length: bytes) -> None:
+        self.partial: int = response.tell()  # type: ignore[assignment]
+        self.expected: int | None = response.length_remaining
+        self.response = response
+        self.length = length
+
+    def __repr__(self) -> str:
+        return "InvalidChunkLength(got length %r, %i bytes read)" % (
+            self.length,
+            self.partial,
+        )
+
+
+class InvalidHeader(HTTPError):
+    """The header provided was somehow invalid."""
+
+
+class ProxySchemeUnknown(AssertionError, URLSchemeUnknown):
+    """ProxyManager does not support the supplied scheme"""
+
+    # TODO(t-8ch): Stop inheriting from AssertionError in v2.0.
+
+    def __init__(self, scheme: str | None) -> None:
+        # 'localhost' is here because our URL parser parses
+        # localhost:8080 -> scheme=localhost, remove if we fix this.
+        if scheme == "localhost":
+            scheme = None
+        if scheme is None:
+            message = "Proxy URL had no scheme, should start with http:// or https://"
+        else:
+            message = f"Proxy URL had unsupported scheme {scheme}, should use http:// or https://"
+        super().__init__(message)
+
+
+class ProxySchemeUnsupported(ValueError):
+    """Fetching HTTPS resources through HTTPS proxies is unsupported"""
+
+
+class HeaderParsingError(HTTPError):
+    """Raised by assert_header_parsing, but we convert it to a log.warning statement."""
+
+    def __init__(
+        self, defects: list[MessageDefect], unparsed_data: bytes | str | None
+    ) -> None:
+        message = f"{defects or 'Unknown'}, unparsed data: {unparsed_data!r}"
+        super().__init__(message)
+
+
+class UnrewindableBodyError(HTTPError):
+    """urllib3 encountered an error when trying to rewind a body"""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
new file mode 100644
index 000000000..3e258a5d8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
@@ -0,0 +1,341 @@
+from __future__ import annotations
+
+import email.utils
+import mimetypes
+import typing
+
+_TYPE_FIELD_VALUE = typing.Union[str, bytes]
+_TYPE_FIELD_VALUE_TUPLE = typing.Union[
+    _TYPE_FIELD_VALUE,
+    typing.Tuple[str, _TYPE_FIELD_VALUE],
+    typing.Tuple[str, _TYPE_FIELD_VALUE, str],
+]
+
+
+def guess_content_type(
+    filename: str | None, default: str = "application/octet-stream"
+) -> str:
+    """
+    Guess the "Content-Type" of a file.
+
+    :param filename:
+        The filename to guess the "Content-Type" of using :mod:`mimetypes`.
+    :param default:
+        If no "Content-Type" can be guessed, default to `default`.
+    """
+    if filename:
+        return mimetypes.guess_type(filename)[0] or default
+    return default
+
+
+def format_header_param_rfc2231(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    Helper function to format and quote a single header parameter using the
+    strategy defined in RFC 2231.
+
+    Particularly useful for header parameters which might contain
+    non-ASCII values, like file names. This follows
+    `RFC 2388 Section 4.4 <https://tools.ietf.org/html/rfc2388#section-4.4>`_.
+
+    :param name:
+        The name of the parameter, a string expected to be ASCII only.
+    :param value:
+        The value of the parameter, provided as ``bytes`` or `str``.
+    :returns:
+        An RFC-2231-formatted unicode string.
+
+    .. deprecated:: 2.0.0
+        Will be removed in urllib3 v2.1.0. This is not valid for
+        ``multipart/form-data`` header parameters.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param_rfc2231' is deprecated and will be "
+        "removed in urllib3 v2.1.0. This is not valid for "
+        "multipart/form-data header parameters.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    if isinstance(value, bytes):
+        value = value.decode("utf-8")
+
+    if not any(ch in value for ch in '"\\\r\n'):
+        result = f'{name}="{value}"'
+        try:
+            result.encode("ascii")
+        except (UnicodeEncodeError, UnicodeDecodeError):
+            pass
+        else:
+            return result
+
+    value = email.utils.encode_rfc2231(value, "utf-8")
+    value = f"{name}*={value}"
+
+    return value
+
+
+def format_multipart_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    Format and quote a single multipart header parameter.
+
+    This follows the `WHATWG HTML Standard`_ as of 2021/06/10, matching
+    the behavior of current browser and curl versions. Values are
+    assumed to be UTF-8. The ``\\n``, ``\\r``, and ``"`` characters are
+    percent encoded.
+
+    .. _WHATWG HTML Standard:
+        https://html.spec.whatwg.org/multipage/
+        form-control-infrastructure.html#multipart-form-data
+
+    :param name:
+        The name of the parameter, an ASCII-only ``str``.
+    :param value:
+        The value of the parameter, a ``str`` or UTF-8 encoded
+        ``bytes``.
+    :returns:
+        A string ``name="value"`` with the escaped value.
+
+    .. versionchanged:: 2.0.0
+        Matches the WHATWG HTML Standard as of 2021/06/10. Control
+        characters are no longer percent encoded.
+
+    .. versionchanged:: 2.0.0
+        Renamed from ``format_header_param_html5`` and
+        ``format_header_param``. The old names will be removed in
+        urllib3 v2.1.0.
+    """
+    if isinstance(value, bytes):
+        value = value.decode("utf-8")
+
+    # percent encode \n \r "
+    value = value.translate({10: "%0A", 13: "%0D", 34: "%22"})
+    return f'{name}="{value}"'
+
+
+def format_header_param_html5(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    .. deprecated:: 2.0.0
+        Renamed to :func:`format_multipart_header_param`. Will be
+        removed in urllib3 v2.1.0.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param_html5' has been renamed to "
+        "'format_multipart_header_param'. The old name will be "
+        "removed in urllib3 v2.1.0.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return format_multipart_header_param(name, value)
+
+
+def format_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    .. deprecated:: 2.0.0
+        Renamed to :func:`format_multipart_header_param`. Will be
+        removed in urllib3 v2.1.0.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param' has been renamed to "
+        "'format_multipart_header_param'. The old name will be "
+        "removed in urllib3 v2.1.0.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return format_multipart_header_param(name, value)
+
+
+class RequestField:
+    """
+    A data container for request body parameters.
+
+    :param name:
+        The name of this request field. Must be unicode.
+    :param data:
+        The data/value body.
+    :param filename:
+        An optional filename of the request field. Must be unicode.
+    :param headers:
+        An optional dict-like object of headers to initially use for the field.
+
+    .. versionchanged:: 2.0.0
+        The ``header_formatter`` parameter is deprecated and will
+        be removed in urllib3 v2.1.0.
+    """
+
+    def __init__(
+        self,
+        name: str,
+        data: _TYPE_FIELD_VALUE,
+        filename: str | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
+    ):
+        self._name = name
+        self._filename = filename
+        self.data = data
+        self.headers: dict[str, str | None] = {}
+        if headers:
+            self.headers = dict(headers)
+
+        if header_formatter is not None:
+            import warnings
+
+            warnings.warn(
+                "The 'header_formatter' parameter is deprecated and "
+                "will be removed in urllib3 v2.1.0.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+            self.header_formatter = header_formatter
+        else:
+            self.header_formatter = format_multipart_header_param
+
+    @classmethod
+    def from_tuples(
+        cls,
+        fieldname: str,
+        value: _TYPE_FIELD_VALUE_TUPLE,
+        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
+    ) -> RequestField:
+        """
+        A :class:`~urllib3.fields.RequestField` factory from old-style tuple parameters.
+
+        Supports constructing :class:`~urllib3.fields.RequestField` from
+        parameter of key/value strings AND key/filetuple. A filetuple is a
+        (filename, data, MIME type) tuple where the MIME type is optional.
+        For example::
+
+            'foo': 'bar',
+            'fakefile': ('foofile.txt', 'contents of foofile'),
+            'realfile': ('barfile.txt', open('realfile').read()),
+            'typedfile': ('bazfile.bin', open('bazfile').read(), 'image/jpeg'),
+            'nonamefile': 'contents of nonamefile field',
+
+        Field names and filenames must be unicode.
+        """
+        filename: str | None
+        content_type: str | None
+        data: _TYPE_FIELD_VALUE
+
+        if isinstance(value, tuple):
+            if len(value) == 3:
+                filename, data, content_type = value
+            else:
+                filename, data = value
+                content_type = guess_content_type(filename)
+        else:
+            filename = None
+            content_type = None
+            data = value
+
+        request_param = cls(
+            fieldname, data, filename=filename, header_formatter=header_formatter
+        )
+        request_param.make_multipart(content_type=content_type)
+
+        return request_param
+
+    def _render_part(self, name: str, value: _TYPE_FIELD_VALUE) -> str:
+        """
+        Override this method to change how each multipart header
+        parameter is formatted. By default, this calls
+        :func:`format_multipart_header_param`.
+
+        :param name:
+            The name of the parameter, an ASCII-only ``str``.
+        :param value:
+            The value of the parameter, a ``str`` or UTF-8 encoded
+            ``bytes``.
+
+        :meta public:
+        """
+        return self.header_formatter(name, value)
+
+    def _render_parts(
+        self,
+        header_parts: (
+            dict[str, _TYPE_FIELD_VALUE | None]
+            | typing.Sequence[tuple[str, _TYPE_FIELD_VALUE | None]]
+        ),
+    ) -> str:
+        """
+        Helper function to format and quote a single header.
+
+        Useful for single headers that are composed of multiple items. E.g.,
+        'Content-Disposition' fields.
+
+        :param header_parts:
+            A sequence of (k, v) tuples or a :class:`dict` of (k, v) to format
+            as `k1="v1"; k2="v2"; ...`.
+        """
+        iterable: typing.Iterable[tuple[str, _TYPE_FIELD_VALUE | None]]
+
+        parts = []
+        if isinstance(header_parts, dict):
+            iterable = header_parts.items()
+        else:
+            iterable = header_parts
+
+        for name, value in iterable:
+            if value is not None:
+                parts.append(self._render_part(name, value))
+
+        return "; ".join(parts)
+
+    def render_headers(self) -> str:
+        """
+        Renders the headers for this request field.
+        """
+        lines = []
+
+        sort_keys = ["Content-Disposition", "Content-Type", "Content-Location"]
+        for sort_key in sort_keys:
+            if self.headers.get(sort_key, False):
+                lines.append(f"{sort_key}: {self.headers[sort_key]}")
+
+        for header_name, header_value in self.headers.items():
+            if header_name not in sort_keys:
+                if header_value:
+                    lines.append(f"{header_name}: {header_value}")
+
+        lines.append("\r\n")
+        return "\r\n".join(lines)
+
+    def make_multipart(
+        self,
+        content_disposition: str | None = None,
+        content_type: str | None = None,
+        content_location: str | None = None,
+    ) -> None:
+        """
+        Makes this request field into a multipart request field.
+
+        This method overrides "Content-Disposition", "Content-Type" and
+        "Content-Location" headers to the request parameter.
+
+        :param content_disposition:
+            The 'Content-Disposition' of the request body. Defaults to 'form-data'
+        :param content_type:
+            The 'Content-Type' of the request body.
+        :param content_location:
+            The 'Content-Location' of the request body.
+
+        """
+        content_disposition = (content_disposition or "form-data") + "; ".join(
+            [
+                "",
+                self._render_parts(
+                    (("name", self._name), ("filename", self._filename))
+                ),
+            ]
+        )
+
+        self.headers["Content-Disposition"] = content_disposition
+        self.headers["Content-Type"] = content_type
+        self.headers["Content-Location"] = content_location
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
new file mode 100644
index 000000000..1c90a211f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
@@ -0,0 +1,89 @@
+from __future__ import annotations
+
+import binascii
+import codecs
+import os
+import typing
+from io import BytesIO
+
+from .fields import _TYPE_FIELD_VALUE_TUPLE, RequestField
+
+writer = codecs.lookup("utf-8")[3]
+
+_TYPE_FIELDS_SEQUENCE = typing.Sequence[
+    typing.Union[typing.Tuple[str, _TYPE_FIELD_VALUE_TUPLE], RequestField]
+]
+_TYPE_FIELDS = typing.Union[
+    _TYPE_FIELDS_SEQUENCE,
+    typing.Mapping[str, _TYPE_FIELD_VALUE_TUPLE],
+]
+
+
+def choose_boundary() -> str:
+    """
+    Our embarrassingly-simple replacement for mimetools.choose_boundary.
+    """
+    return binascii.hexlify(os.urandom(16)).decode()
+
+
+def iter_field_objects(fields: _TYPE_FIELDS) -> typing.Iterable[RequestField]:
+    """
+    Iterate over fields.
+
+    Supports list of (k, v) tuples and dicts, and lists of
+    :class:`~urllib3.fields.RequestField`.
+
+    """
+    iterable: typing.Iterable[RequestField | tuple[str, _TYPE_FIELD_VALUE_TUPLE]]
+
+    if isinstance(fields, typing.Mapping):
+        iterable = fields.items()
+    else:
+        iterable = fields
+
+    for field in iterable:
+        if isinstance(field, RequestField):
+            yield field
+        else:
+            yield RequestField.from_tuples(*field)
+
+
+def encode_multipart_formdata(
+    fields: _TYPE_FIELDS, boundary: str | None = None
+) -> tuple[bytes, str]:
+    """
+    Encode a dictionary of ``fields`` using the multipart/form-data MIME format.
+
+    :param fields:
+        Dictionary of fields or list of (key, :class:`~urllib3.fields.RequestField`).
+        Values are processed by :func:`urllib3.fields.RequestField.from_tuples`.
+
+    :param boundary:
+        If not specified, then a random boundary will be generated using
+        :func:`urllib3.filepost.choose_boundary`.
+    """
+    body = BytesIO()
+    if boundary is None:
+        boundary = choose_boundary()
+
+    for field in iter_field_objects(fields):
+        body.write(f"--{boundary}\r\n".encode("latin-1"))
+
+        writer(body).write(field.render_headers())
+        data = field.data
+
+        if isinstance(data, int):
+            data = str(data)  # Backwards compatibility
+
+        if isinstance(data, str):
+            writer(body).write(data)
+        else:
+            body.write(data)
+
+        body.write(b"\r\n")
+
+    body.write(f"--{boundary}--\r\n".encode("latin-1"))
+
+    content_type = f"multipart/form-data; boundary={boundary}"
+
+    return body.getvalue(), content_type
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
new file mode 100644
index 000000000..ceb40602d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
@@ -0,0 +1,230 @@
+from __future__ import annotations
+
+import threading
+import types
+import typing
+
+import h2.config  # type: ignore[import-untyped]
+import h2.connection  # type: ignore[import-untyped]
+import h2.events  # type: ignore[import-untyped]
+
+import urllib3.connection
+import urllib3.util.ssl_
+from urllib3.response import BaseHTTPResponse
+
+from ._collections import HTTPHeaderDict
+from .connection import HTTPSConnection
+from .connectionpool import HTTPSConnectionPool
+
+orig_HTTPSConnection = HTTPSConnection
+
+T = typing.TypeVar("T")
+
+
+class _LockedObject(typing.Generic[T]):
+    """
+    A wrapper class that hides a specific object behind a lock.
+
+    The goal here is to provide a simple way to protect access to an object
+    that cannot safely be simultaneously accessed from multiple threads. The
+    intended use of this class is simple: take hold of it with a context
+    manager, which returns the protected object.
+    """
+
+    def __init__(self, obj: T):
+        self.lock = threading.RLock()
+        self._obj = obj
+
+    def __enter__(self) -> T:
+        self.lock.acquire()
+        return self._obj
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: types.TracebackType | None,
+    ) -> None:
+        self.lock.release()
+
+
+class HTTP2Connection(HTTPSConnection):
+    def __init__(
+        self, host: str, port: int | None = None, **kwargs: typing.Any
+    ) -> None:
+        self._h2_conn = self._new_h2_conn()
+        self._h2_stream: int | None = None
+        self._h2_headers: list[tuple[bytes, bytes]] = []
+
+        if "proxy" in kwargs or "proxy_config" in kwargs:  # Defensive:
+            raise NotImplementedError("Proxies aren't supported with HTTP/2")
+
+        super().__init__(host, port, **kwargs)
+
+    def _new_h2_conn(self) -> _LockedObject[h2.connection.H2Connection]:
+        config = h2.config.H2Configuration(client_side=True)
+        return _LockedObject(h2.connection.H2Connection(config=config))
+
+    def connect(self) -> None:
+        super().connect()
+
+        with self._h2_conn as h2_conn:
+            h2_conn.initiate_connection()
+            self.sock.sendall(h2_conn.data_to_send())
+
+    def putrequest(
+        self,
+        method: str,
+        url: str,
+        skip_host: bool = False,
+        skip_accept_encoding: bool = False,
+    ) -> None:
+        with self._h2_conn as h2_conn:
+            self._request_url = url
+            self._h2_stream = h2_conn.get_next_available_stream_id()
+
+            if ":" in self.host:
+                authority = f"[{self.host}]:{self.port or 443}"
+            else:
+                authority = f"{self.host}:{self.port or 443}"
+
+            self._h2_headers.extend(
+                (
+                    (b":scheme", b"https"),
+                    (b":method", method.encode()),
+                    (b":authority", authority.encode()),
+                    (b":path", url.encode()),
+                )
+            )
+
+    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
+        for value in values:
+            self._h2_headers.append(
+                (header.encode("utf-8").lower(), value.encode("utf-8"))
+            )
+
+    def endheaders(self) -> None:  # type: ignore[override]
+        with self._h2_conn as h2_conn:
+            h2_conn.send_headers(
+                stream_id=self._h2_stream,
+                headers=self._h2_headers,
+                end_stream=True,
+            )
+            if data_to_send := h2_conn.data_to_send():
+                self.sock.sendall(data_to_send)
+
+    def send(self, data: bytes) -> None:  # type: ignore[override]  # Defensive:
+        if not data:
+            return
+        raise NotImplementedError("Sending data isn't supported yet")
+
+    def getresponse(  # type: ignore[override]
+        self,
+    ) -> HTTP2Response:
+        status = None
+        data = bytearray()
+        with self._h2_conn as h2_conn:
+            end_stream = False
+            while not end_stream:
+                # TODO: Arbitrary read value.
+                if received_data := self.sock.recv(65535):
+                    events = h2_conn.receive_data(received_data)
+                    for event in events:
+                        if isinstance(event, h2.events.ResponseReceived):
+                            headers = HTTPHeaderDict()
+                            for header, value in event.headers:
+                                if header == b":status":
+                                    status = int(value.decode())
+                                else:
+                                    headers.add(
+                                        header.decode("ascii"), value.decode("ascii")
+                                    )
+
+                        elif isinstance(event, h2.events.DataReceived):
+                            data += event.data
+                            h2_conn.acknowledge_received_data(
+                                event.flow_controlled_length, event.stream_id
+                            )
+
+                        elif isinstance(event, h2.events.StreamEnded):
+                            end_stream = True
+
+                if data_to_send := h2_conn.data_to_send():
+                    self.sock.sendall(data_to_send)
+
+        # We always close to not have to handle connection management.
+        self.close()
+
+        assert status is not None
+        return HTTP2Response(
+            status=status,
+            headers=headers,
+            request_url=self._request_url,
+            data=bytes(data),
+        )
+
+    def close(self) -> None:
+        with self._h2_conn as h2_conn:
+            try:
+                h2_conn.close_connection()
+                if data := h2_conn.data_to_send():
+                    self.sock.sendall(data)
+            except Exception:
+                pass
+
+        # Reset all our HTTP/2 connection state.
+        self._h2_conn = self._new_h2_conn()
+        self._h2_stream = None
+        self._h2_headers = []
+
+        super().close()
+
+
+class HTTP2Response(BaseHTTPResponse):
+    # TODO: This is a woefully incomplete response object, but works for non-streaming.
+    def __init__(
+        self,
+        status: int,
+        headers: HTTPHeaderDict,
+        request_url: str,
+        data: bytes,
+        decode_content: bool = False,  # TODO: support decoding
+    ) -> None:
+        super().__init__(
+            status=status,
+            headers=headers,
+            # Following CPython, we map HTTP versions to major * 10 + minor integers
+            version=20,
+            version_string="HTTP/2",
+            # No reason phrase in HTTP/2
+            reason=None,
+            decode_content=decode_content,
+            request_url=request_url,
+        )
+        self._data = data
+        self.length_remaining = 0
+
+    @property
+    def data(self) -> bytes:
+        return self._data
+
+    def get_redirect_location(self) -> None:
+        return None
+
+    def close(self) -> None:
+        pass
+
+
+def inject_into_urllib3() -> None:
+    HTTPSConnectionPool.ConnectionCls = HTTP2Connection
+    urllib3.connection.HTTPSConnection = HTTP2Connection  # type: ignore[misc]
+
+    # TODO: Offer 'http/1.1' as well, but for testing purposes this is handy.
+    urllib3.util.ssl_.ALPN_PROTOCOLS = ["h2"]
+
+
+def extract_from_urllib3() -> None:
+    HTTPSConnectionPool.ConnectionCls = orig_HTTPSConnection
+    urllib3.connection.HTTPSConnection = orig_HTTPSConnection  # type: ignore[misc]
+
+    urllib3.util.ssl_.ALPN_PROTOCOLS = ["http/1.1"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
new file mode 100644
index 000000000..085d1dbaf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
@@ -0,0 +1,637 @@
+from __future__ import annotations
+
+import functools
+import logging
+import typing
+import warnings
+from types import TracebackType
+from urllib.parse import urljoin
+
+from ._collections import HTTPHeaderDict, RecentlyUsedContainer
+from ._request_methods import RequestMethods
+from .connection import ProxyConfig
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, port_by_scheme
+from .exceptions import (
+    LocationValueError,
+    MaxRetryError,
+    ProxySchemeUnknown,
+    URLSchemeUnknown,
+)
+from .response import BaseHTTPResponse
+from .util.connection import _TYPE_SOCKET_OPTIONS
+from .util.proxy import connection_requires_http_tunnel
+from .util.retry import Retry
+from .util.timeout import Timeout
+from .util.url import Url, parse_url
+
+if typing.TYPE_CHECKING:
+    import ssl
+
+    from typing_extensions import Self
+
+__all__ = ["PoolManager", "ProxyManager", "proxy_from_url"]
+
+
+log = logging.getLogger(__name__)
+
+SSL_KEYWORDS = (
+    "key_file",
+    "cert_file",
+    "cert_reqs",
+    "ca_certs",
+    "ca_cert_data",
+    "ssl_version",
+    "ssl_minimum_version",
+    "ssl_maximum_version",
+    "ca_cert_dir",
+    "ssl_context",
+    "key_password",
+    "server_hostname",
+)
+# Default value for `blocksize` - a new parameter introduced to
+# http.client.HTTPConnection & http.client.HTTPSConnection in Python 3.7
+_DEFAULT_BLOCKSIZE = 16384
+
+
+class PoolKey(typing.NamedTuple):
+    """
+    All known keyword arguments that could be provided to the pool manager, its
+    pools, or the underlying connections.
+
+    All custom key schemes should include the fields in this key at a minimum.
+    """
+
+    key_scheme: str
+    key_host: str
+    key_port: int | None
+    key_timeout: Timeout | float | int | None
+    key_retries: Retry | bool | int | None
+    key_block: bool | None
+    key_source_address: tuple[str, int] | None
+    key_key_file: str | None
+    key_key_password: str | None
+    key_cert_file: str | None
+    key_cert_reqs: str | None
+    key_ca_certs: str | None
+    key_ca_cert_data: str | bytes | None
+    key_ssl_version: int | str | None
+    key_ssl_minimum_version: ssl.TLSVersion | None
+    key_ssl_maximum_version: ssl.TLSVersion | None
+    key_ca_cert_dir: str | None
+    key_ssl_context: ssl.SSLContext | None
+    key_maxsize: int | None
+    key_headers: frozenset[tuple[str, str]] | None
+    key__proxy: Url | None
+    key__proxy_headers: frozenset[tuple[str, str]] | None
+    key__proxy_config: ProxyConfig | None
+    key_socket_options: _TYPE_SOCKET_OPTIONS | None
+    key__socks_options: frozenset[tuple[str, str]] | None
+    key_assert_hostname: bool | str | None
+    key_assert_fingerprint: str | None
+    key_server_hostname: str | None
+    key_blocksize: int | None
+
+
+def _default_key_normalizer(
+    key_class: type[PoolKey], request_context: dict[str, typing.Any]
+) -> PoolKey:
+    """
+    Create a pool key out of a request context dictionary.
+
+    According to RFC 3986, both the scheme and host are case-insensitive.
+    Therefore, this function normalizes both before constructing the pool
+    key for an HTTPS request. If you wish to change this behaviour, provide
+    alternate callables to ``key_fn_by_scheme``.
+
+    :param key_class:
+        The class to use when constructing the key. This should be a namedtuple
+        with the ``scheme`` and ``host`` keys at a minimum.
+    :type  key_class: namedtuple
+    :param request_context:
+        A dictionary-like object that contain the context for a request.
+    :type  request_context: dict
+
+    :return: A namedtuple that can be used as a connection pool key.
+    :rtype:  PoolKey
+    """
+    # Since we mutate the dictionary, make a copy first
+    context = request_context.copy()
+    context["scheme"] = context["scheme"].lower()
+    context["host"] = context["host"].lower()
+
+    # These are both dictionaries and need to be transformed into frozensets
+    for key in ("headers", "_proxy_headers", "_socks_options"):
+        if key in context and context[key] is not None:
+            context[key] = frozenset(context[key].items())
+
+    # The socket_options key may be a list and needs to be transformed into a
+    # tuple.
+    socket_opts = context.get("socket_options")
+    if socket_opts is not None:
+        context["socket_options"] = tuple(socket_opts)
+
+    # Map the kwargs to the names in the namedtuple - this is necessary since
+    # namedtuples can't have fields starting with '_'.
+    for key in list(context.keys()):
+        context["key_" + key] = context.pop(key)
+
+    # Default to ``None`` for keys missing from the context
+    for field in key_class._fields:
+        if field not in context:
+            context[field] = None
+
+    # Default key_blocksize to _DEFAULT_BLOCKSIZE if missing from the context
+    if context.get("key_blocksize") is None:
+        context["key_blocksize"] = _DEFAULT_BLOCKSIZE
+
+    return key_class(**context)
+
+
+#: A dictionary that maps a scheme to a callable that creates a pool key.
+#: This can be used to alter the way pool keys are constructed, if desired.
+#: Each PoolManager makes a copy of this dictionary so they can be configured
+#: globally here, or individually on the instance.
+key_fn_by_scheme = {
+    "http": functools.partial(_default_key_normalizer, PoolKey),
+    "https": functools.partial(_default_key_normalizer, PoolKey),
+}
+
+pool_classes_by_scheme = {"http": HTTPConnectionPool, "https": HTTPSConnectionPool}
+
+
+class PoolManager(RequestMethods):
+    """
+    Allows for arbitrary requests while transparently keeping track of
+    necessary connection pools for you.
+
+    :param num_pools:
+        Number of connection pools to cache before discarding the least
+        recently used pool.
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+
+    :param \\**connection_pool_kw:
+        Additional parameters are used to create fresh
+        :class:`urllib3.connectionpool.ConnectionPool` instances.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        http = urllib3.PoolManager(num_pools=2)
+
+        resp1 = http.request("GET", "https://google.com/")
+        resp2 = http.request("GET", "https://google.com/mail")
+        resp3 = http.request("GET", "https://yahoo.com/")
+
+        print(len(http.pools))
+        # 2
+
+    """
+
+    proxy: Url | None = None
+    proxy_config: ProxyConfig | None = None
+
+    def __init__(
+        self,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        **connection_pool_kw: typing.Any,
+    ) -> None:
+        super().__init__(headers)
+        self.connection_pool_kw = connection_pool_kw
+
+        self.pools: RecentlyUsedContainer[PoolKey, HTTPConnectionPool]
+        self.pools = RecentlyUsedContainer(num_pools)
+
+        # Locally set the pool classes and keys so other PoolManagers can
+        # override them.
+        self.pool_classes_by_scheme = pool_classes_by_scheme
+        self.key_fn_by_scheme = key_fn_by_scheme.copy()
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> typing.Literal[False]:
+        self.clear()
+        # Return False to re-raise any potential exceptions
+        return False
+
+    def _new_pool(
+        self,
+        scheme: str,
+        host: str,
+        port: int,
+        request_context: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        """
+        Create a new :class:`urllib3.connectionpool.ConnectionPool` based on host, port, scheme, and
+        any additional pool keyword arguments.
+
+        If ``request_context`` is provided, it is provided as keyword arguments
+        to the pool class used. This method is used to actually create the
+        connection pools handed out by :meth:`connection_from_url` and
+        companion methods. It is intended to be overridden for customization.
+        """
+        pool_cls: type[HTTPConnectionPool] = self.pool_classes_by_scheme[scheme]
+        if request_context is None:
+            request_context = self.connection_pool_kw.copy()
+
+        # Default blocksize to _DEFAULT_BLOCKSIZE if missing or explicitly
+        # set to 'None' in the request_context.
+        if request_context.get("blocksize") is None:
+            request_context["blocksize"] = _DEFAULT_BLOCKSIZE
+
+        # Although the context has everything necessary to create the pool,
+        # this function has historically only used the scheme, host, and port
+        # in the positional args. When an API change is acceptable these can
+        # be removed.
+        for key in ("scheme", "host", "port"):
+            request_context.pop(key, None)
+
+        if scheme == "http":
+            for kw in SSL_KEYWORDS:
+                request_context.pop(kw, None)
+
+        return pool_cls(host, port, **request_context)
+
+    def clear(self) -> None:
+        """
+        Empty our store of pools and direct them all to close.
+
+        This will not affect in-flight connections, but they will not be
+        re-used after completion.
+        """
+        self.pools.clear()
+
+    def connection_from_host(
+        self,
+        host: str | None,
+        port: int | None = None,
+        scheme: str | None = "http",
+        pool_kwargs: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the host, port, and scheme.
+
+        If ``port`` isn't given, it will be derived from the ``scheme`` using
+        ``urllib3.connectionpool.port_by_scheme``. If ``pool_kwargs`` is
+        provided, it is merged with the instance's ``connection_pool_kw``
+        variable and used to create the new connection pool, if one is
+        needed.
+        """
+
+        if not host:
+            raise LocationValueError("No host specified.")
+
+        request_context = self._merge_pool_kwargs(pool_kwargs)
+        request_context["scheme"] = scheme or "http"
+        if not port:
+            port = port_by_scheme.get(request_context["scheme"].lower(), 80)
+        request_context["port"] = port
+        request_context["host"] = host
+
+        return self.connection_from_context(request_context)
+
+    def connection_from_context(
+        self, request_context: dict[str, typing.Any]
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the request context.
+
+        ``request_context`` must at least contain the ``scheme`` key and its
+        value must be a key in ``key_fn_by_scheme`` instance variable.
+        """
+        if "strict" in request_context:
+            warnings.warn(
+                "The 'strict' parameter is no longer needed on Python 3+. "
+                "This will raise an error in urllib3 v2.1.0.",
+                DeprecationWarning,
+            )
+            request_context.pop("strict")
+
+        scheme = request_context["scheme"].lower()
+        pool_key_constructor = self.key_fn_by_scheme.get(scheme)
+        if not pool_key_constructor:
+            raise URLSchemeUnknown(scheme)
+        pool_key = pool_key_constructor(request_context)
+
+        return self.connection_from_pool_key(pool_key, request_context=request_context)
+
+    def connection_from_pool_key(
+        self, pool_key: PoolKey, request_context: dict[str, typing.Any]
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the provided pool key.
+
+        ``pool_key`` should be a namedtuple that only contains immutable
+        objects. At a minimum it must have the ``scheme``, ``host``, and
+        ``port`` fields.
+        """
+        with self.pools.lock:
+            # If the scheme, host, or port doesn't match existing open
+            # connections, open a new ConnectionPool.
+            pool = self.pools.get(pool_key)
+            if pool:
+                return pool
+
+            # Make a fresh ConnectionPool of the desired type
+            scheme = request_context["scheme"]
+            host = request_context["host"]
+            port = request_context["port"]
+            pool = self._new_pool(scheme, host, port, request_context=request_context)
+            self.pools[pool_key] = pool
+
+        return pool
+
+    def connection_from_url(
+        self, url: str, pool_kwargs: dict[str, typing.Any] | None = None
+    ) -> HTTPConnectionPool:
+        """
+        Similar to :func:`urllib3.connectionpool.connection_from_url`.
+
+        If ``pool_kwargs`` is not provided and a new pool needs to be
+        constructed, ``self.connection_pool_kw`` is used to initialize
+        the :class:`urllib3.connectionpool.ConnectionPool`. If ``pool_kwargs``
+        is provided, it is used instead. Note that if a new pool does not
+        need to be created for the request, the provided ``pool_kwargs`` are
+        not used.
+        """
+        u = parse_url(url)
+        return self.connection_from_host(
+            u.host, port=u.port, scheme=u.scheme, pool_kwargs=pool_kwargs
+        )
+
+    def _merge_pool_kwargs(
+        self, override: dict[str, typing.Any] | None
+    ) -> dict[str, typing.Any]:
+        """
+        Merge a dictionary of override values for self.connection_pool_kw.
+
+        This does not modify self.connection_pool_kw and returns a new dict.
+        Any keys in the override dictionary with a value of ``None`` are
+        removed from the merged dictionary.
+        """
+        base_pool_kwargs = self.connection_pool_kw.copy()
+        if override:
+            for key, value in override.items():
+                if value is None:
+                    try:
+                        del base_pool_kwargs[key]
+                    except KeyError:
+                        pass
+                else:
+                    base_pool_kwargs[key] = value
+        return base_pool_kwargs
+
+    def _proxy_requires_url_absolute_form(self, parsed_url: Url) -> bool:
+        """
+        Indicates if the proxy requires the complete destination URL in the
+        request.  Normally this is only needed when not using an HTTP CONNECT
+        tunnel.
+        """
+        if self.proxy is None:
+            return False
+
+        return not connection_requires_http_tunnel(
+            self.proxy, self.proxy_config, parsed_url.scheme
+        )
+
+    def urlopen(  # type: ignore[override]
+        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
+    ) -> BaseHTTPResponse:
+        """
+        Same as :meth:`urllib3.HTTPConnectionPool.urlopen`
+        with custom cross-host redirect logic and only sends the request-uri
+        portion of the ``url``.
+
+        The given ``url`` parameter must be absolute, such that an appropriate
+        :class:`urllib3.connectionpool.ConnectionPool` can be chosen for it.
+        """
+        u = parse_url(url)
+
+        if u.scheme is None:
+            warnings.warn(
+                "URLs without a scheme (ie 'https://') are deprecated and will raise an error "
+                "in a future version of urllib3. To avoid this DeprecationWarning ensure all URLs "
+                "start with 'https://' or 'http://'. Read more in this issue: "
+                "https://github.com/urllib3/urllib3/issues/2920",
+                category=DeprecationWarning,
+                stacklevel=2,
+            )
+
+        conn = self.connection_from_host(u.host, port=u.port, scheme=u.scheme)
+
+        kw["assert_same_host"] = False
+        kw["redirect"] = False
+
+        if "headers" not in kw:
+            kw["headers"] = self.headers
+
+        if self._proxy_requires_url_absolute_form(u):
+            response = conn.urlopen(method, url, **kw)
+        else:
+            response = conn.urlopen(method, u.request_uri, **kw)
+
+        redirect_location = redirect and response.get_redirect_location()
+        if not redirect_location:
+            return response
+
+        # Support relative URLs for redirecting.
+        redirect_location = urljoin(url, redirect_location)
+
+        if response.status == 303:
+            # Change the method according to RFC 9110, Section 15.4.4.
+            method = "GET"
+            # And lose the body not to transfer anything sensitive.
+            kw["body"] = None
+            kw["headers"] = HTTPHeaderDict(kw["headers"])._prepare_for_method_change()
+
+        retries = kw.get("retries")
+        if not isinstance(retries, Retry):
+            retries = Retry.from_int(retries, redirect=redirect)
+
+        # Strip headers marked as unsafe to forward to the redirected location.
+        # Check remove_headers_on_redirect to avoid a potential network call within
+        # conn.is_same_host() which may use socket.gethostbyname() in the future.
+        if retries.remove_headers_on_redirect and not conn.is_same_host(
+            redirect_location
+        ):
+            new_headers = kw["headers"].copy()
+            for header in kw["headers"]:
+                if header.lower() in retries.remove_headers_on_redirect:
+                    new_headers.pop(header, None)
+            kw["headers"] = new_headers
+
+        try:
+            retries = retries.increment(method, url, response=response, _pool=conn)
+        except MaxRetryError:
+            if retries.raise_on_redirect:
+                response.drain_conn()
+                raise
+            return response
+
+        kw["retries"] = retries
+        kw["redirect"] = redirect
+
+        log.info("Redirecting %s -> %s", url, redirect_location)
+
+        response.drain_conn()
+        return self.urlopen(method, redirect_location, **kw)
+
+
+class ProxyManager(PoolManager):
+    """
+    Behaves just like :class:`PoolManager`, but sends all requests through
+    the defined proxy, using the CONNECT method for HTTPS URLs.
+
+    :param proxy_url:
+        The URL of the proxy to be used.
+
+    :param proxy_headers:
+        A dictionary containing headers that will be sent to the proxy. In case
+        of HTTP they are being sent with each request, while in the
+        HTTPS/CONNECT case they are sent only once. Could be used for proxy
+        authentication.
+
+    :param proxy_ssl_context:
+        The proxy SSL context is used to establish the TLS connection to the
+        proxy when using HTTPS proxies.
+
+    :param use_forwarding_for_https:
+        (Defaults to False) If set to True will forward requests to the HTTPS
+        proxy to be made on behalf of the client instead of creating a TLS
+        tunnel via the CONNECT method. **Enabling this flag means that request
+        and response headers and content will be visible from the HTTPS proxy**
+        whereas tunneling keeps request and response headers and content
+        private.  IP address, target hostname, SNI, and port are always visible
+        to an HTTPS proxy even when this flag is disabled.
+
+    :param proxy_assert_hostname:
+        The hostname of the certificate to verify against.
+
+    :param proxy_assert_fingerprint:
+        The fingerprint of the certificate to verify against.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        proxy = urllib3.ProxyManager("https://localhost:3128/")
+
+        resp1 = proxy.request("GET", "https://google.com/")
+        resp2 = proxy.request("GET", "https://httpbin.org/")
+
+        print(len(proxy.pools))
+        # 1
+
+        resp3 = proxy.request("GET", "https://httpbin.org/")
+        resp4 = proxy.request("GET", "https://twitter.com/")
+
+        print(len(proxy.pools))
+        # 3
+
+    """
+
+    def __init__(
+        self,
+        proxy_url: str,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        proxy_headers: typing.Mapping[str, str] | None = None,
+        proxy_ssl_context: ssl.SSLContext | None = None,
+        use_forwarding_for_https: bool = False,
+        proxy_assert_hostname: None | str | typing.Literal[False] = None,
+        proxy_assert_fingerprint: str | None = None,
+        **connection_pool_kw: typing.Any,
+    ) -> None:
+        if isinstance(proxy_url, HTTPConnectionPool):
+            str_proxy_url = f"{proxy_url.scheme}://{proxy_url.host}:{proxy_url.port}"
+        else:
+            str_proxy_url = proxy_url
+        proxy = parse_url(str_proxy_url)
+
+        if proxy.scheme not in ("http", "https"):
+            raise ProxySchemeUnknown(proxy.scheme)
+
+        if not proxy.port:
+            port = port_by_scheme.get(proxy.scheme, 80)
+            proxy = proxy._replace(port=port)
+
+        self.proxy = proxy
+        self.proxy_headers = proxy_headers or {}
+        self.proxy_ssl_context = proxy_ssl_context
+        self.proxy_config = ProxyConfig(
+            proxy_ssl_context,
+            use_forwarding_for_https,
+            proxy_assert_hostname,
+            proxy_assert_fingerprint,
+        )
+
+        connection_pool_kw["_proxy"] = self.proxy
+        connection_pool_kw["_proxy_headers"] = self.proxy_headers
+        connection_pool_kw["_proxy_config"] = self.proxy_config
+
+        super().__init__(num_pools, headers, **connection_pool_kw)
+
+    def connection_from_host(
+        self,
+        host: str | None,
+        port: int | None = None,
+        scheme: str | None = "http",
+        pool_kwargs: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        if scheme == "https":
+            return super().connection_from_host(
+                host, port, scheme, pool_kwargs=pool_kwargs
+            )
+
+        return super().connection_from_host(
+            self.proxy.host, self.proxy.port, self.proxy.scheme, pool_kwargs=pool_kwargs  # type: ignore[union-attr]
+        )
+
+    def _set_proxy_headers(
+        self, url: str, headers: typing.Mapping[str, str] | None = None
+    ) -> typing.Mapping[str, str]:
+        """
+        Sets headers needed by proxies: specifically, the Accept and Host
+        headers. Only sets headers not provided by the user.
+        """
+        headers_ = {"Accept": "*/*"}
+
+        netloc = parse_url(url).netloc
+        if netloc:
+            headers_["Host"] = netloc
+
+        if headers:
+            headers_.update(headers)
+        return headers_
+
+    def urlopen(  # type: ignore[override]
+        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
+    ) -> BaseHTTPResponse:
+        "Same as HTTP(S)ConnectionPool.urlopen, ``url`` must be absolute."
+        u = parse_url(url)
+        if not connection_requires_http_tunnel(self.proxy, self.proxy_config, u.scheme):
+            # For connections using HTTP CONNECT, httplib sets the necessary
+            # headers on the CONNECT to the proxy. If we're not using CONNECT,
+            # we'll definitely need to set 'Host' at the very least.
+            headers = kw.get("headers", self.headers)
+            kw["headers"] = self._set_proxy_headers(url, headers)
+
+        return super().urlopen(method, url, redirect=redirect, **kw)
+
+
+def proxy_from_url(url: str, **kw: typing.Any) -> ProxyManager:
+    return ProxyManager(proxy_url=url, **kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
new file mode 100644
index 000000000..5f3ea3d91
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
@@ -0,0 +1,2 @@
+# Instruct type checkers to look for inline type annotations in this package.
+# See PEP 561.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
new file mode 100644
index 000000000..a0273d65b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
@@ -0,0 +1,1265 @@
+from __future__ import annotations
+
+import collections
+import io
+import json as _json
+import logging
+import re
+import sys
+import typing
+import warnings
+import zlib
+from contextlib import contextmanager
+from http.client import HTTPMessage as _HttplibHTTPMessage
+from http.client import HTTPResponse as _HttplibHTTPResponse
+from socket import timeout as SocketTimeout
+
+if typing.TYPE_CHECKING:
+    from ._base_connection import BaseHTTPConnection
+
+try:
+    try:
+        import brotlicffi as brotli  # type: ignore[import-not-found]
+    except ImportError:
+        import brotli  # type: ignore[import-not-found]
+except ImportError:
+    brotli = None
+
+try:
+    import zstandard as zstd
+except (AttributeError, ImportError, ValueError):  # Defensive:
+    HAS_ZSTD = False
+else:
+    # The package 'zstandard' added the 'eof' property starting
+    # in v0.18.0 which we require to ensure a complete and
+    # valid zstd stream was fed into the ZstdDecoder.
+    # See: https://github.com/urllib3/urllib3/pull/2624
+    _zstd_version = tuple(
+        map(int, re.search(r"^([0-9]+)\.([0-9]+)", zstd.__version__).groups())  # type: ignore[union-attr]
+    )
+    if _zstd_version < (0, 18):  # Defensive:
+        HAS_ZSTD = False
+    else:
+        HAS_ZSTD = True
+
+from . import util
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from .connection import BaseSSLError, HTTPConnection, HTTPException
+from .exceptions import (
+    BodyNotHttplibCompatible,
+    DecodeError,
+    HTTPError,
+    IncompleteRead,
+    InvalidChunkLength,
+    InvalidHeader,
+    ProtocolError,
+    ReadTimeoutError,
+    ResponseNotChunked,
+    SSLError,
+)
+from .util.response import is_fp_closed, is_response_to_head
+from .util.retry import Retry
+
+if typing.TYPE_CHECKING:
+    from .connectionpool import HTTPConnectionPool
+
+log = logging.getLogger(__name__)
+
+
+class ContentDecoder:
+    def decompress(self, data: bytes) -> bytes:
+        raise NotImplementedError()
+
+    def flush(self) -> bytes:
+        raise NotImplementedError()
+
+
+class DeflateDecoder(ContentDecoder):
+    def __init__(self) -> None:
+        self._first_try = True
+        self._data = b""
+        self._obj = zlib.decompressobj()
+
+    def decompress(self, data: bytes) -> bytes:
+        if not data:
+            return data
+
+        if not self._first_try:
+            return self._obj.decompress(data)
+
+        self._data += data
+        try:
+            decompressed = self._obj.decompress(data)
+            if decompressed:
+                self._first_try = False
+                self._data = None  # type: ignore[assignment]
+            return decompressed
+        except zlib.error:
+            self._first_try = False
+            self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
+            try:
+                return self.decompress(self._data)
+            finally:
+                self._data = None  # type: ignore[assignment]
+
+    def flush(self) -> bytes:
+        return self._obj.flush()
+
+
+class GzipDecoderState:
+    FIRST_MEMBER = 0
+    OTHER_MEMBERS = 1
+    SWALLOW_DATA = 2
+
+
+class GzipDecoder(ContentDecoder):
+    def __init__(self) -> None:
+        self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+        self._state = GzipDecoderState.FIRST_MEMBER
+
+    def decompress(self, data: bytes) -> bytes:
+        ret = bytearray()
+        if self._state == GzipDecoderState.SWALLOW_DATA or not data:
+            return bytes(ret)
+        while True:
+            try:
+                ret += self._obj.decompress(data)
+            except zlib.error:
+                previous_state = self._state
+                # Ignore data after the first error
+                self._state = GzipDecoderState.SWALLOW_DATA
+                if previous_state == GzipDecoderState.OTHER_MEMBERS:
+                    # Allow trailing garbage acceptable in other gzip clients
+                    return bytes(ret)
+                raise
+            data = self._obj.unused_data
+            if not data:
+                return bytes(ret)
+            self._state = GzipDecoderState.OTHER_MEMBERS
+            self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+
+    def flush(self) -> bytes:
+        return self._obj.flush()
+
+
+if brotli is not None:
+
+    class BrotliDecoder(ContentDecoder):
+        # Supports both 'brotlipy' and 'Brotli' packages
+        # since they share an import name. The top branches
+        # are for 'brotlipy' and bottom branches for 'Brotli'
+        def __init__(self) -> None:
+            self._obj = brotli.Decompressor()
+            if hasattr(self._obj, "decompress"):
+                setattr(self, "decompress", self._obj.decompress)
+            else:
+                setattr(self, "decompress", self._obj.process)
+
+        def flush(self) -> bytes:
+            if hasattr(self._obj, "flush"):
+                return self._obj.flush()  # type: ignore[no-any-return]
+            return b""
+
+
+if HAS_ZSTD:
+
+    class ZstdDecoder(ContentDecoder):
+        def __init__(self) -> None:
+            self._obj = zstd.ZstdDecompressor().decompressobj()
+
+        def decompress(self, data: bytes) -> bytes:
+            if not data:
+                return b""
+            data_parts = [self._obj.decompress(data)]
+            while self._obj.eof and self._obj.unused_data:
+                unused_data = self._obj.unused_data
+                self._obj = zstd.ZstdDecompressor().decompressobj()
+                data_parts.append(self._obj.decompress(unused_data))
+            return b"".join(data_parts)
+
+        def flush(self) -> bytes:
+            ret = self._obj.flush()  # note: this is a no-op
+            if not self._obj.eof:
+                raise DecodeError("Zstandard data is incomplete")
+            return ret
+
+
+class MultiDecoder(ContentDecoder):
+    """
+    From RFC7231:
+        If one or more encodings have been applied to a representation, the
+        sender that applied the encodings MUST generate a Content-Encoding
+        header field that lists the content codings in the order in which
+        they were applied.
+    """
+
+    def __init__(self, modes: str) -> None:
+        self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
+
+    def flush(self) -> bytes:
+        return self._decoders[0].flush()
+
+    def decompress(self, data: bytes) -> bytes:
+        for d in reversed(self._decoders):
+            data = d.decompress(data)
+        return data
+
+
+def _get_decoder(mode: str) -> ContentDecoder:
+    if "," in mode:
+        return MultiDecoder(mode)
+
+    # According to RFC 9110 section 8.4.1.3, recipients should
+    # consider x-gzip equivalent to gzip
+    if mode in ("gzip", "x-gzip"):
+        return GzipDecoder()
+
+    if brotli is not None and mode == "br":
+        return BrotliDecoder()
+
+    if HAS_ZSTD and mode == "zstd":
+        return ZstdDecoder()
+
+    return DeflateDecoder()
+
+
+class BytesQueueBuffer:
+    """Memory-efficient bytes buffer
+
+    To return decoded data in read() and still follow the BufferedIOBase API, we need a
+    buffer to always return the correct amount of bytes.
+
+    This buffer should be filled using calls to put()
+
+    Our maximum memory usage is determined by the sum of the size of:
+
+     * self.buffer, which contains the full data
+     * the largest chunk that we will copy in get()
+
+    The worst case scenario is a single chunk, in which case we'll make a full copy of
+    the data inside get().
+    """
+
+    def __init__(self) -> None:
+        self.buffer: typing.Deque[bytes] = collections.deque()
+        self._size: int = 0
+
+    def __len__(self) -> int:
+        return self._size
+
+    def put(self, data: bytes) -> None:
+        self.buffer.append(data)
+        self._size += len(data)
+
+    def get(self, n: int) -> bytes:
+        if n == 0:
+            return b""
+        elif not self.buffer:
+            raise RuntimeError("buffer is empty")
+        elif n < 0:
+            raise ValueError("n should be > 0")
+
+        fetched = 0
+        ret = io.BytesIO()
+        while fetched < n:
+            remaining = n - fetched
+            chunk = self.buffer.popleft()
+            chunk_length = len(chunk)
+            if remaining < chunk_length:
+                left_chunk, right_chunk = chunk[:remaining], chunk[remaining:]
+                ret.write(left_chunk)
+                self.buffer.appendleft(right_chunk)
+                self._size -= remaining
+                break
+            else:
+                ret.write(chunk)
+                self._size -= chunk_length
+            fetched += chunk_length
+
+            if not self.buffer:
+                break
+
+        return ret.getvalue()
+
+    def get_all(self) -> bytes:
+        buffer = self.buffer
+        if not buffer:
+            assert self._size == 0
+            return b""
+        if len(buffer) == 1:
+            result = buffer.pop()
+        else:
+            ret = io.BytesIO()
+            ret.writelines(buffer.popleft() for _ in range(len(buffer)))
+            result = ret.getvalue()
+        self._size = 0
+        return result
+
+
+class BaseHTTPResponse(io.IOBase):
+    CONTENT_DECODERS = ["gzip", "x-gzip", "deflate"]
+    if brotli is not None:
+        CONTENT_DECODERS += ["br"]
+    if HAS_ZSTD:
+        CONTENT_DECODERS += ["zstd"]
+    REDIRECT_STATUSES = [301, 302, 303, 307, 308]
+
+    DECODER_ERROR_CLASSES: tuple[type[Exception], ...] = (IOError, zlib.error)
+    if brotli is not None:
+        DECODER_ERROR_CLASSES += (brotli.error,)
+
+    if HAS_ZSTD:
+        DECODER_ERROR_CLASSES += (zstd.ZstdError,)
+
+    def __init__(
+        self,
+        *,
+        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
+        status: int,
+        version: int,
+        version_string: str,
+        reason: str | None,
+        decode_content: bool,
+        request_url: str | None,
+        retries: Retry | None = None,
+    ) -> None:
+        if isinstance(headers, HTTPHeaderDict):
+            self.headers = headers
+        else:
+            self.headers = HTTPHeaderDict(headers)  # type: ignore[arg-type]
+        self.status = status
+        self.version = version
+        self.version_string = version_string
+        self.reason = reason
+        self.decode_content = decode_content
+        self._has_decoded_content = False
+        self._request_url: str | None = request_url
+        self.retries = retries
+
+        self.chunked = False
+        tr_enc = self.headers.get("transfer-encoding", "").lower()
+        # Don't incur the penalty of creating a list and then discarding it
+        encodings = (enc.strip() for enc in tr_enc.split(","))
+        if "chunked" in encodings:
+            self.chunked = True
+
+        self._decoder: ContentDecoder | None = None
+        self.length_remaining: int | None
+
+    def get_redirect_location(self) -> str | None | typing.Literal[False]:
+        """
+        Should we redirect and where to?
+
+        :returns: Truthy redirect location string if we got a redirect status
+            code and valid location. ``None`` if redirect status and no
+            location. ``False`` if not a redirect status code.
+        """
+        if self.status in self.REDIRECT_STATUSES:
+            return self.headers.get("location")
+        return False
+
+    @property
+    def data(self) -> bytes:
+        raise NotImplementedError()
+
+    def json(self) -> typing.Any:
+        """
+        Deserializes the body of the HTTP response as a Python object.
+
+        The body of the HTTP response must be encoded using UTF-8, as per
+        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
+
+        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
+        your custom decoder instead.
+
+        If the body of the HTTP response is not decodable to UTF-8, a
+        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
+        valid JSON document, a `json.JSONDecodeError` will be raised.
+
+        Read more :ref:`here <json_content>`.
+
+        :returns: The body of the HTTP response as a Python object.
+        """
+        data = self.data.decode("utf-8")
+        return _json.loads(data)
+
+    @property
+    def url(self) -> str | None:
+        raise NotImplementedError()
+
+    @url.setter
+    def url(self, url: str | None) -> None:
+        raise NotImplementedError()
+
+    @property
+    def connection(self) -> BaseHTTPConnection | None:
+        raise NotImplementedError()
+
+    @property
+    def retries(self) -> Retry | None:
+        return self._retries
+
+    @retries.setter
+    def retries(self, retries: Retry | None) -> None:
+        # Override the request_url if retries has a redirect location.
+        if retries is not None and retries.history:
+            self.url = retries.history[-1].redirect_location
+        self._retries = retries
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Iterator[bytes]:
+        raise NotImplementedError()
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+        cache_content: bool = False,
+    ) -> bytes:
+        raise NotImplementedError()
+
+    def read1(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> bytes:
+        raise NotImplementedError()
+
+    def read_chunked(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> typing.Iterator[bytes]:
+        raise NotImplementedError()
+
+    def release_conn(self) -> None:
+        raise NotImplementedError()
+
+    def drain_conn(self) -> None:
+        raise NotImplementedError()
+
+    def close(self) -> None:
+        raise NotImplementedError()
+
+    def _init_decoder(self) -> None:
+        """
+        Set-up the _decoder attribute if necessary.
+        """
+        # Note: content-encoding value should be case-insensitive, per RFC 7230
+        # Section 3.2
+        content_encoding = self.headers.get("content-encoding", "").lower()
+        if self._decoder is None:
+            if content_encoding in self.CONTENT_DECODERS:
+                self._decoder = _get_decoder(content_encoding)
+            elif "," in content_encoding:
+                encodings = [
+                    e.strip()
+                    for e in content_encoding.split(",")
+                    if e.strip() in self.CONTENT_DECODERS
+                ]
+                if encodings:
+                    self._decoder = _get_decoder(content_encoding)
+
+    def _decode(
+        self, data: bytes, decode_content: bool | None, flush_decoder: bool
+    ) -> bytes:
+        """
+        Decode the data passed in and potentially flush the decoder.
+        """
+        if not decode_content:
+            if self._has_decoded_content:
+                raise RuntimeError(
+                    "Calling read(decode_content=False) is not supported after "
+                    "read(decode_content=True) was called."
+                )
+            return data
+
+        try:
+            if self._decoder:
+                data = self._decoder.decompress(data)
+                self._has_decoded_content = True
+        except self.DECODER_ERROR_CLASSES as e:
+            content_encoding = self.headers.get("content-encoding", "").lower()
+            raise DecodeError(
+                "Received response with content-encoding: %s, but "
+                "failed to decode it." % content_encoding,
+                e,
+            ) from e
+        if flush_decoder:
+            data += self._flush_decoder()
+
+        return data
+
+    def _flush_decoder(self) -> bytes:
+        """
+        Flushes the decoder. Should only be called if the decoder is actually
+        being used.
+        """
+        if self._decoder:
+            return self._decoder.decompress(b"") + self._decoder.flush()
+        return b""
+
+    # Compatibility methods for `io` module
+    def readinto(self, b: bytearray) -> int:
+        temp = self.read(len(b))
+        if len(temp) == 0:
+            return 0
+        else:
+            b[: len(temp)] = temp
+            return len(temp)
+
+    # Compatibility methods for http.client.HTTPResponse
+    def getheaders(self) -> HTTPHeaderDict:
+        warnings.warn(
+            "HTTPResponse.getheaders() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead access HTTPResponse.headers directly.",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.headers
+
+    def getheader(self, name: str, default: str | None = None) -> str | None:
+        warnings.warn(
+            "HTTPResponse.getheader() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead use HTTPResponse.headers.get(name, default).",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.headers.get(name, default)
+
+    # Compatibility method for http.cookiejar
+    def info(self) -> HTTPHeaderDict:
+        return self.headers
+
+    def geturl(self) -> str | None:
+        return self.url
+
+
+class HTTPResponse(BaseHTTPResponse):
+    """
+    HTTP Response container.
+
+    Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
+    loaded and decoded on-demand when the ``data`` property is accessed.  This
+    class is also compatible with the Python standard library's :mod:`io`
+    module, and can hence be treated as a readable object in the context of that
+    framework.
+
+    Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
+
+    :param preload_content:
+        If True, the response's body will be preloaded during construction.
+
+    :param decode_content:
+        If True, will attempt to decode the body based on the
+        'content-encoding' header.
+
+    :param original_response:
+        When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
+        object, it's convenient to include the original for debug purposes. It's
+        otherwise unused.
+
+    :param retries:
+        The retries contains the last :class:`~urllib3.util.retry.Retry` that
+        was used during the request.
+
+    :param enforce_content_length:
+        Enforce content length checking. Body returned by server must match
+        value of Content-Length header, if present. Otherwise, raise error.
+    """
+
+    def __init__(
+        self,
+        body: _TYPE_BODY = "",
+        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
+        status: int = 0,
+        version: int = 0,
+        version_string: str = "HTTP/?",
+        reason: str | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        original_response: _HttplibHTTPResponse | None = None,
+        pool: HTTPConnectionPool | None = None,
+        connection: HTTPConnection | None = None,
+        msg: _HttplibHTTPMessage | None = None,
+        retries: Retry | None = None,
+        enforce_content_length: bool = True,
+        request_method: str | None = None,
+        request_url: str | None = None,
+        auto_close: bool = True,
+    ) -> None:
+        super().__init__(
+            headers=headers,
+            status=status,
+            version=version,
+            version_string=version_string,
+            reason=reason,
+            decode_content=decode_content,
+            request_url=request_url,
+            retries=retries,
+        )
+
+        self.enforce_content_length = enforce_content_length
+        self.auto_close = auto_close
+
+        self._body = None
+        self._fp: _HttplibHTTPResponse | None = None
+        self._original_response = original_response
+        self._fp_bytes_read = 0
+        self.msg = msg
+
+        if body and isinstance(body, (str, bytes)):
+            self._body = body
+
+        self._pool = pool
+        self._connection = connection
+
+        if hasattr(body, "read"):
+            self._fp = body  # type: ignore[assignment]
+
+        # Are we using the chunked-style of transfer encoding?
+        self.chunk_left: int | None = None
+
+        # Determine length of response
+        self.length_remaining = self._init_length(request_method)
+
+        # Used to return the correct amount of bytes for partial read()s
+        self._decoded_buffer = BytesQueueBuffer()
+
+        # If requested, preload the body.
+        if preload_content and not self._body:
+            self._body = self.read(decode_content=decode_content)
+
+    def release_conn(self) -> None:
+        if not self._pool or not self._connection:
+            return None
+
+        self._pool._put_conn(self._connection)
+        self._connection = None
+
+    def drain_conn(self) -> None:
+        """
+        Read and discard any remaining HTTP response data in the response connection.
+
+        Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
+        """
+        try:
+            self.read()
+        except (HTTPError, OSError, BaseSSLError, HTTPException):
+            pass
+
+    @property
+    def data(self) -> bytes:
+        # For backwards-compat with earlier urllib3 0.4 and earlier.
+        if self._body:
+            return self._body  # type: ignore[return-value]
+
+        if self._fp:
+            return self.read(cache_content=True)
+
+        return None  # type: ignore[return-value]
+
+    @property
+    def connection(self) -> HTTPConnection | None:
+        return self._connection
+
+    def isclosed(self) -> bool:
+        return is_fp_closed(self._fp)
+
+    def tell(self) -> int:
+        """
+        Obtain the number of bytes pulled over the wire so far. May differ from
+        the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
+        if bytes are encoded on the wire (e.g, compressed).
+        """
+        return self._fp_bytes_read
+
+    def _init_length(self, request_method: str | None) -> int | None:
+        """
+        Set initial length value for Response content if available.
+        """
+        length: int | None
+        content_length: str | None = self.headers.get("content-length")
+
+        if content_length is not None:
+            if self.chunked:
+                # This Response will fail with an IncompleteRead if it can't be
+                # received as chunked. This method falls back to attempt reading
+                # the response before raising an exception.
+                log.warning(
+                    "Received response with both Content-Length and "
+                    "Transfer-Encoding set. This is expressly forbidden "
+                    "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
+                    "attempting to process response as Transfer-Encoding: "
+                    "chunked."
+                )
+                return None
+
+            try:
+                # RFC 7230 section 3.3.2 specifies multiple content lengths can
+                # be sent in a single Content-Length header
+                # (e.g. Content-Length: 42, 42). This line ensures the values
+                # are all valid ints and that as long as the `set` length is 1,
+                # all values are the same. Otherwise, the header is invalid.
+                lengths = {int(val) for val in content_length.split(",")}
+                if len(lengths) > 1:
+                    raise InvalidHeader(
+                        "Content-Length contained multiple "
+                        "unmatching values (%s)" % content_length
+                    )
+                length = lengths.pop()
+            except ValueError:
+                length = None
+            else:
+                if length < 0:
+                    length = None
+
+        else:  # if content_length is None
+            length = None
+
+        # Convert status to int for comparison
+        # In some cases, httplib returns a status of "_UNKNOWN"
+        try:
+            status = int(self.status)
+        except ValueError:
+            status = 0
+
+        # Check for responses that shouldn't include a body
+        if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
+            length = 0
+
+        return length
+
+    @contextmanager
+    def _error_catcher(self) -> typing.Generator[None, None, None]:
+        """
+        Catch low-level python exceptions, instead re-raising urllib3
+        variants, so that low-level exceptions are not leaked in the
+        high-level api.
+
+        On exit, release the connection back to the pool.
+        """
+        clean_exit = False
+
+        try:
+            try:
+                yield
+
+            except SocketTimeout as e:
+                # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
+                # there is yet no clean way to get at it from this context.
+                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
+
+            except BaseSSLError as e:
+                # FIXME: Is there a better way to differentiate between SSLErrors?
+                if "read operation timed out" not in str(e):
+                    # SSL errors related to framing/MAC get wrapped and reraised here
+                    raise SSLError(e) from e
+
+                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
+
+            except IncompleteRead as e:
+                if (
+                    e.expected is not None
+                    and e.partial is not None
+                    and e.expected == -e.partial
+                ):
+                    arg = "Response may not contain content."
+                else:
+                    arg = f"Connection broken: {e!r}"
+                raise ProtocolError(arg, e) from e
+
+            except (HTTPException, OSError) as e:
+                raise ProtocolError(f"Connection broken: {e!r}", e) from e
+
+            # If no exception is thrown, we should avoid cleaning up
+            # unnecessarily.
+            clean_exit = True
+        finally:
+            # If we didn't terminate cleanly, we need to throw away our
+            # connection.
+            if not clean_exit:
+                # The response may not be closed but we're not going to use it
+                # anymore so close it now to ensure that the connection is
+                # released back to the pool.
+                if self._original_response:
+                    self._original_response.close()
+
+                # Closing the response may not actually be sufficient to close
+                # everything, so if we have a hold of the connection close that
+                # too.
+                if self._connection:
+                    self._connection.close()
+
+            # If we hold the original response but it's closed now, we should
+            # return the connection back to the pool.
+            if self._original_response and self._original_response.isclosed():
+                self.release_conn()
+
+    def _fp_read(
+        self,
+        amt: int | None = None,
+        *,
+        read1: bool = False,
+    ) -> bytes:
+        """
+        Read a response with the thought that reading the number of bytes
+        larger than can fit in a 32-bit int at a time via SSL in some
+        known cases leads to an overflow error that has to be prevented
+        if `amt` or `self.length_remaining` indicate that a problem may
+        happen.
+
+        The known cases:
+          * 3.8 <= CPython < 3.9.7 because of a bug
+            https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
+          * urllib3 injected with pyOpenSSL-backed SSL-support.
+          * CPython < 3.10 only when `amt` does not fit 32-bit int.
+        """
+        assert self._fp
+        c_int_max = 2**31 - 1
+        if (
+            (amt and amt > c_int_max)
+            or (
+                amt is None
+                and self.length_remaining
+                and self.length_remaining > c_int_max
+            )
+        ) and (util.IS_PYOPENSSL or sys.version_info < (3, 10)):
+            if read1:
+                return self._fp.read1(c_int_max)
+            buffer = io.BytesIO()
+            # Besides `max_chunk_amt` being a maximum chunk size, it
+            # affects memory overhead of reading a response by this
+            # method in CPython.
+            # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
+            # chunk size that does not lead to an overflow error, but
+            # 256 MiB is a compromise.
+            max_chunk_amt = 2**28
+            while amt is None or amt != 0:
+                if amt is not None:
+                    chunk_amt = min(amt, max_chunk_amt)
+                    amt -= chunk_amt
+                else:
+                    chunk_amt = max_chunk_amt
+                data = self._fp.read(chunk_amt)
+                if not data:
+                    break
+                buffer.write(data)
+                del data  # to reduce peak memory usage by `max_chunk_amt`.
+            return buffer.getvalue()
+        elif read1:
+            return self._fp.read1(amt) if amt is not None else self._fp.read1()
+        else:
+            # StringIO doesn't like amt=None
+            return self._fp.read(amt) if amt is not None else self._fp.read()
+
+    def _raw_read(
+        self,
+        amt: int | None = None,
+        *,
+        read1: bool = False,
+    ) -> bytes:
+        """
+        Reads `amt` of bytes from the socket.
+        """
+        if self._fp is None:
+            return None  # type: ignore[return-value]
+
+        fp_closed = getattr(self._fp, "closed", False)
+
+        with self._error_catcher():
+            data = self._fp_read(amt, read1=read1) if not fp_closed else b""
+            if amt is not None and amt != 0 and not data:
+                # Platform-specific: Buggy versions of Python.
+                # Close the connection when no data is returned
+                #
+                # This is redundant to what httplib/http.client _should_
+                # already do.  However, versions of python released before
+                # December 15, 2012 (http://bugs.python.org/issue16298) do
+                # not properly close the connection in all cases. There is
+                # no harm in redundantly calling close.
+                self._fp.close()
+                if (
+                    self.enforce_content_length
+                    and self.length_remaining is not None
+                    and self.length_remaining != 0
+                ):
+                    # This is an edge case that httplib failed to cover due
+                    # to concerns of backward compatibility. We're
+                    # addressing it here to make sure IncompleteRead is
+                    # raised during streaming, so all calls with incorrect
+                    # Content-Length are caught.
+                    raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
+            elif read1 and (
+                (amt != 0 and not data) or self.length_remaining == len(data)
+            ):
+                # All data has been read, but `self._fp.read1` in
+                # CPython 3.12 and older doesn't always close
+                # `http.client.HTTPResponse`, so we close it here.
+                # See https://github.com/python/cpython/issues/113199
+                self._fp.close()
+
+        if data:
+            self._fp_bytes_read += len(data)
+            if self.length_remaining is not None:
+                self.length_remaining -= len(data)
+        return data
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+        cache_content: bool = False,
+    ) -> bytes:
+        """
+        Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
+        parameters: ``decode_content`` and ``cache_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param cache_content:
+            If True, will save the returned data such that the same result is
+            returned despite of the state of the underlying file object. This
+            is useful if you want the ``.data`` property to continue working
+            after having ``.read()`` the file object. (Overridden if ``amt`` is
+            set.)
+        """
+        self._init_decoder()
+        if decode_content is None:
+            decode_content = self.decode_content
+
+        if amt and amt < 0:
+            # Negative numbers and `None` should be treated the same.
+            amt = None
+        elif amt is not None:
+            cache_content = False
+
+            if len(self._decoded_buffer) >= amt:
+                return self._decoded_buffer.get(amt)
+
+        data = self._raw_read(amt)
+
+        flush_decoder = amt is None or (amt != 0 and not data)
+
+        if not data and len(self._decoded_buffer) == 0:
+            return data
+
+        if amt is None:
+            data = self._decode(data, decode_content, flush_decoder)
+            if cache_content:
+                self._body = data
+        else:
+            # do not waste memory on buffer when not decoding
+            if not decode_content:
+                if self._has_decoded_content:
+                    raise RuntimeError(
+                        "Calling read(decode_content=False) is not supported after "
+                        "read(decode_content=True) was called."
+                    )
+                return data
+
+            decoded_data = self._decode(data, decode_content, flush_decoder)
+            self._decoded_buffer.put(decoded_data)
+
+            while len(self._decoded_buffer) < amt and data:
+                # TODO make sure to initially read enough data to get past the headers
+                # For example, the GZ file header takes 10 bytes, we don't want to read
+                # it one byte at a time
+                data = self._raw_read(amt)
+                decoded_data = self._decode(data, decode_content, flush_decoder)
+                self._decoded_buffer.put(decoded_data)
+            data = self._decoded_buffer.get(amt)
+
+        return data
+
+    def read1(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> bytes:
+        """
+        Similar to ``http.client.HTTPResponse.read1`` and documented
+        in :meth:`io.BufferedReader.read1`, but with an additional parameter:
+        ``decode_content``.
+
+        :param amt:
+            How much of the content to read.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        if decode_content is None:
+            decode_content = self.decode_content
+        if amt and amt < 0:
+            # Negative numbers and `None` should be treated the same.
+            amt = None
+        # try and respond without going to the network
+        if self._has_decoded_content:
+            if not decode_content:
+                raise RuntimeError(
+                    "Calling read1(decode_content=False) is not supported after "
+                    "read1(decode_content=True) was called."
+                )
+            if len(self._decoded_buffer) > 0:
+                if amt is None:
+                    return self._decoded_buffer.get_all()
+                return self._decoded_buffer.get(amt)
+        if amt == 0:
+            return b""
+
+        # FIXME, this method's type doesn't say returning None is possible
+        data = self._raw_read(amt, read1=True)
+        if not decode_content or data is None:
+            return data
+
+        self._init_decoder()
+        while True:
+            flush_decoder = not data
+            decoded_data = self._decode(data, decode_content, flush_decoder)
+            self._decoded_buffer.put(decoded_data)
+            if decoded_data or flush_decoder:
+                break
+            data = self._raw_read(8192, read1=True)
+
+        if amt is None:
+            return self._decoded_buffer.get_all()
+        return self._decoded_buffer.get(amt)
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        A generator wrapper for the read() method. A call will block until
+        ``amt`` bytes have been read from the connection or until the
+        connection is closed.
+
+        :param amt:
+            How much of the content to read. The generator will return up to
+            much data per iteration, but may return less. This is particularly
+            likely when using compressed data. However, the empty string will
+            never be returned.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        if self.chunked and self.supports_chunked_reads():
+            yield from self.read_chunked(amt, decode_content=decode_content)
+        else:
+            while not is_fp_closed(self._fp) or len(self._decoded_buffer) > 0:
+                data = self.read(amt=amt, decode_content=decode_content)
+
+                if data:
+                    yield data
+
+    # Overrides from io.IOBase
+    def readable(self) -> bool:
+        return True
+
+    def close(self) -> None:
+        if not self.closed and self._fp:
+            self._fp.close()
+
+        if self._connection:
+            self._connection.close()
+
+        if not self.auto_close:
+            io.IOBase.close(self)
+
+    @property
+    def closed(self) -> bool:
+        if not self.auto_close:
+            return io.IOBase.closed.__get__(self)  # type: ignore[no-any-return]
+        elif self._fp is None:
+            return True
+        elif hasattr(self._fp, "isclosed"):
+            return self._fp.isclosed()
+        elif hasattr(self._fp, "closed"):
+            return self._fp.closed
+        else:
+            return True
+
+    def fileno(self) -> int:
+        if self._fp is None:
+            raise OSError("HTTPResponse has no file to get a fileno from")
+        elif hasattr(self._fp, "fileno"):
+            return self._fp.fileno()
+        else:
+            raise OSError(
+                "The file-like object this HTTPResponse is wrapped "
+                "around has no file descriptor"
+            )
+
+    def flush(self) -> None:
+        if (
+            self._fp is not None
+            and hasattr(self._fp, "flush")
+            and not getattr(self._fp, "closed", False)
+        ):
+            return self._fp.flush()
+
+    def supports_chunked_reads(self) -> bool:
+        """
+        Checks if the underlying file-like object looks like a
+        :class:`http.client.HTTPResponse` object. We do this by testing for
+        the fp attribute. If it is present we assume it returns raw chunks as
+        processed by read_chunked().
+        """
+        return hasattr(self._fp, "fp")
+
+    def _update_chunk_length(self) -> None:
+        # First, we'll figure out length of a chunk and then
+        # we'll try to read it from socket.
+        if self.chunk_left is not None:
+            return None
+        line = self._fp.fp.readline()  # type: ignore[union-attr]
+        line = line.split(b";", 1)[0]
+        try:
+            self.chunk_left = int(line, 16)
+        except ValueError:
+            self.close()
+            if line:
+                # Invalid chunked protocol response, abort.
+                raise InvalidChunkLength(self, line) from None
+            else:
+                # Truncated at start of next chunk
+                raise ProtocolError("Response ended prematurely") from None
+
+    def _handle_chunk(self, amt: int | None) -> bytes:
+        returned_chunk = None
+        if amt is None:
+            chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
+            returned_chunk = chunk
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        elif self.chunk_left is not None and amt < self.chunk_left:
+            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
+            self.chunk_left = self.chunk_left - amt
+            returned_chunk = value
+        elif amt == self.chunk_left:
+            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+            returned_chunk = value
+        else:  # amt > self.chunk_left
+            returned_chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        return returned_chunk  # type: ignore[no-any-return]
+
+    def read_chunked(
+        self, amt: int | None = None, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        Similar to :meth:`HTTPResponse.read`, but with an additional
+        parameter: ``decode_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        self._init_decoder()
+        # FIXME: Rewrite this method and make it a class with a better structured logic.
+        if not self.chunked:
+            raise ResponseNotChunked(
+                "Response is not chunked. "
+                "Header 'transfer-encoding: chunked' is missing."
+            )
+        if not self.supports_chunked_reads():
+            raise BodyNotHttplibCompatible(
+                "Body should be http.client.HTTPResponse like. "
+                "It should have have an fp attribute which returns raw chunks."
+            )
+
+        with self._error_catcher():
+            # Don't bother reading the body of a HEAD request.
+            if self._original_response and is_response_to_head(self._original_response):
+                self._original_response.close()
+                return None
+
+            # If a response is already read and closed
+            # then return immediately.
+            if self._fp.fp is None:  # type: ignore[union-attr]
+                return None
+
+            if amt and amt < 0:
+                # Negative numbers and `None` should be treated the same,
+                # but httplib handles only `None` correctly.
+                amt = None
+
+            while True:
+                self._update_chunk_length()
+                if self.chunk_left == 0:
+                    break
+                chunk = self._handle_chunk(amt)
+                decoded = self._decode(
+                    chunk, decode_content=decode_content, flush_decoder=False
+                )
+                if decoded:
+                    yield decoded
+
+            if decode_content:
+                # On CPython and PyPy, we should never need to flush the
+                # decoder. However, on Jython we *might* need to, so
+                # lets defensively do it anyway.
+                decoded = self._flush_decoder()
+                if decoded:  # Platform-specific: Jython.
+                    yield decoded
+
+            # Chunk content ends with \r\n: discard it.
+            while self._fp is not None:
+                line = self._fp.fp.readline()
+                if not line:
+                    # Some sites may not end with '\r\n'.
+                    break
+                if line == b"\r\n":
+                    break
+
+            # We read everything; close the "file".
+            if self._original_response:
+                self._original_response.close()
+
+    @property
+    def url(self) -> str | None:
+        """
+        Returns the URL that was the source of this response.
+        If the request that generated this response redirected, this method
+        will return the final redirect location.
+        """
+        return self._request_url
+
+    @url.setter
+    def url(self, url: str) -> None:
+        self._request_url = url
+
+    def __iter__(self) -> typing.Iterator[bytes]:
+        buffer: list[bytes] = []
+        for chunk in self.stream(decode_content=True):
+            if b"\n" in chunk:
+                chunks = chunk.split(b"\n")
+                yield b"".join(buffer) + chunks[0] + b"\n"
+                for x in chunks[1:-1]:
+                    yield x + b"\n"
+                if chunks[-1]:
+                    buffer = [chunks[-1]]
+                else:
+                    buffer = []
+            else:
+                buffer.append(chunk)
+        if buffer:
+            yield b"".join(buffer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
new file mode 100644
index 000000000..534126033
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
@@ -0,0 +1,42 @@
+# For backwards compatibility, provide imports that used to be here.
+from __future__ import annotations
+
+from .connection import is_connection_dropped
+from .request import SKIP_HEADER, SKIPPABLE_HEADERS, make_headers
+from .response import is_fp_closed
+from .retry import Retry
+from .ssl_ import (
+    ALPN_PROTOCOLS,
+    IS_PYOPENSSL,
+    SSLContext,
+    assert_fingerprint,
+    create_urllib3_context,
+    resolve_cert_reqs,
+    resolve_ssl_version,
+    ssl_wrap_socket,
+)
+from .timeout import Timeout
+from .url import Url, parse_url
+from .wait import wait_for_read, wait_for_write
+
+__all__ = (
+    "IS_PYOPENSSL",
+    "SSLContext",
+    "ALPN_PROTOCOLS",
+    "Retry",
+    "Timeout",
+    "Url",
+    "assert_fingerprint",
+    "create_urllib3_context",
+    "is_connection_dropped",
+    "is_fp_closed",
+    "parse_url",
+    "make_headers",
+    "resolve_cert_reqs",
+    "resolve_ssl_version",
+    "ssl_wrap_socket",
+    "wait_for_read",
+    "wait_for_write",
+    "SKIP_HEADER",
+    "SKIPPABLE_HEADERS",
+)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
new file mode 100644
index 000000000..5c7da73f4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
@@ -0,0 +1,137 @@
+from __future__ import annotations
+
+import socket
+import typing
+
+from ..exceptions import LocationParseError
+from .timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+
+_TYPE_SOCKET_OPTIONS = typing.Sequence[typing.Tuple[int, int, typing.Union[int, bytes]]]
+
+if typing.TYPE_CHECKING:
+    from .._base_connection import BaseHTTPConnection
+
+
+def is_connection_dropped(conn: BaseHTTPConnection) -> bool:  # Platform-specific
+    """
+    Returns True if the connection is dropped and should be closed.
+    :param conn: :class:`urllib3.connection.HTTPConnection` object.
+    """
+    return not conn.is_connected
+
+
+# This function is copied from socket.py in the Python 2.7 standard
+# library test suite. Added to its signature is only `socket_options`.
+# One additional modification is that we avoid binding to IPv6 servers
+# discovered in DNS if the system doesn't have IPv6 functionality.
+def create_connection(
+    address: tuple[str, int],
+    timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+    source_address: tuple[str, int] | None = None,
+    socket_options: _TYPE_SOCKET_OPTIONS | None = None,
+) -> socket.socket:
+    """Connect to *address* and return the socket object.
+
+    Convenience function.  Connect to *address* (a 2-tuple ``(host,
+    port)``) and return the socket object.  Passing the optional
+    *timeout* parameter will set the timeout on the socket instance
+    before attempting to connect.  If no *timeout* is supplied, the
+    global default timeout setting returned by :func:`socket.getdefaulttimeout`
+    is used.  If *source_address* is set it must be a tuple of (host, port)
+    for the socket to bind as a source address before making the connection.
+    An host of '' or port 0 tells the OS to use the default.
+    """
+
+    host, port = address
+    if host.startswith("["):
+        host = host.strip("[]")
+    err = None
+
+    # Using the value from allowed_gai_family() in the context of getaddrinfo lets
+    # us select whether to work with IPv4 DNS records, IPv6 records, or both.
+    # The original create_connection function always returns all records.
+    family = allowed_gai_family()
+
+    try:
+        host.encode("idna")
+    except UnicodeError:
+        raise LocationParseError(f"'{host}', label empty or too long") from None
+
+    for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
+        af, socktype, proto, canonname, sa = res
+        sock = None
+        try:
+            sock = socket.socket(af, socktype, proto)
+
+            # If provided, set socket level options before connecting.
+            _set_socket_options(sock, socket_options)
+
+            if timeout is not _DEFAULT_TIMEOUT:
+                sock.settimeout(timeout)
+            if source_address:
+                sock.bind(source_address)
+            sock.connect(sa)
+            # Break explicitly a reference cycle
+            err = None
+            return sock
+
+        except OSError as _:
+            err = _
+            if sock is not None:
+                sock.close()
+
+    if err is not None:
+        try:
+            raise err
+        finally:
+            # Break explicitly a reference cycle
+            err = None
+    else:
+        raise OSError("getaddrinfo returns an empty list")
+
+
+def _set_socket_options(
+    sock: socket.socket, options: _TYPE_SOCKET_OPTIONS | None
+) -> None:
+    if options is None:
+        return
+
+    for opt in options:
+        sock.setsockopt(*opt)
+
+
+def allowed_gai_family() -> socket.AddressFamily:
+    """This function is designed to work in the context of
+    getaddrinfo, where family=socket.AF_UNSPEC is the default and
+    will perform a DNS search for both IPv6 and IPv4 records."""
+
+    family = socket.AF_INET
+    if HAS_IPV6:
+        family = socket.AF_UNSPEC
+    return family
+
+
+def _has_ipv6(host: str) -> bool:
+    """Returns True if the system can bind an IPv6 address."""
+    sock = None
+    has_ipv6 = False
+
+    if socket.has_ipv6:
+        # has_ipv6 returns true if cPython was compiled with IPv6 support.
+        # It does not tell us if the system has IPv6 support enabled. To
+        # determine that we must bind to an IPv6 address.
+        # https://github.com/urllib3/urllib3/pull/611
+        # https://bugs.python.org/issue658327
+        try:
+            sock = socket.socket(socket.AF_INET6)
+            sock.bind((host, 0))
+            has_ipv6 = True
+        except Exception:
+            pass
+
+    if sock:
+        sock.close()
+    return has_ipv6
+
+
+HAS_IPV6 = _has_ipv6("::1")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
new file mode 100644
index 000000000..908fc6621
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
@@ -0,0 +1,43 @@
+from __future__ import annotations
+
+import typing
+
+from .url import Url
+
+if typing.TYPE_CHECKING:
+    from ..connection import ProxyConfig
+
+
+def connection_requires_http_tunnel(
+    proxy_url: Url | None = None,
+    proxy_config: ProxyConfig | None = None,
+    destination_scheme: str | None = None,
+) -> bool:
+    """
+    Returns True if the connection requires an HTTP CONNECT through the proxy.
+
+    :param URL proxy_url:
+        URL of the proxy.
+    :param ProxyConfig proxy_config:
+        Proxy configuration from poolmanager.py
+    :param str destination_scheme:
+        The scheme of the destination. (i.e https, http, etc)
+    """
+    # If we're not using a proxy, no way to use a tunnel.
+    if proxy_url is None:
+        return False
+
+    # HTTP destinations never require tunneling, we always forward.
+    if destination_scheme == "http":
+        return False
+
+    # Support for forwarding with HTTPS proxies and HTTPS destinations.
+    if (
+        proxy_url.scheme == "https"
+        and proxy_config
+        and proxy_config.use_forwarding_for_https
+    ):
+        return False
+
+    # Otherwise always use a tunnel.
+    return True
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
new file mode 100644
index 000000000..859597e27
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
@@ -0,0 +1,256 @@
+from __future__ import annotations
+
+import io
+import typing
+from base64 import b64encode
+from enum import Enum
+
+from ..exceptions import UnrewindableBodyError
+from .util import to_bytes
+
+if typing.TYPE_CHECKING:
+    from typing import Final
+
+# Pass as a value within ``headers`` to skip
+# emitting some HTTP headers that are added automatically.
+# The only headers that are supported are ``Accept-Encoding``,
+# ``Host``, and ``User-Agent``.
+SKIP_HEADER = "@@@SKIP_HEADER@@@"
+SKIPPABLE_HEADERS = frozenset(["accept-encoding", "host", "user-agent"])
+
+ACCEPT_ENCODING = "gzip,deflate"
+try:
+    try:
+        import brotlicffi as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
+    except ImportError:
+        import brotli as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
+except ImportError:
+    pass
+else:
+    ACCEPT_ENCODING += ",br"
+try:
+    import zstandard as _unused_module_zstd  # noqa: F401
+except ImportError:
+    pass
+else:
+    ACCEPT_ENCODING += ",zstd"
+
+
+class _TYPE_FAILEDTELL(Enum):
+    token = 0
+
+
+_FAILEDTELL: Final[_TYPE_FAILEDTELL] = _TYPE_FAILEDTELL.token
+
+_TYPE_BODY_POSITION = typing.Union[int, _TYPE_FAILEDTELL]
+
+# When sending a request with these methods we aren't expecting
+# a body so don't need to set an explicit 'Content-Length: 0'
+# The reason we do this in the negative instead of tracking methods
+# which 'should' have a body is because unknown methods should be
+# treated as if they were 'POST' which *does* expect a body.
+_METHODS_NOT_EXPECTING_BODY = {"GET", "HEAD", "DELETE", "TRACE", "OPTIONS", "CONNECT"}
+
+
+def make_headers(
+    keep_alive: bool | None = None,
+    accept_encoding: bool | list[str] | str | None = None,
+    user_agent: str | None = None,
+    basic_auth: str | None = None,
+    proxy_basic_auth: str | None = None,
+    disable_cache: bool | None = None,
+) -> dict[str, str]:
+    """
+    Shortcuts for generating request headers.
+
+    :param keep_alive:
+        If ``True``, adds 'connection: keep-alive' header.
+
+    :param accept_encoding:
+        Can be a boolean, list, or string.
+        ``True`` translates to 'gzip,deflate'.  If either the ``brotli`` or
+        ``brotlicffi`` package is installed 'gzip,deflate,br' is used instead.
+        List will get joined by comma.
+        String will be used as provided.
+
+    :param user_agent:
+        String representing the user-agent you want, such as
+        "python-urllib3/0.6"
+
+    :param basic_auth:
+        Colon-separated username:password string for 'authorization: basic ...'
+        auth header.
+
+    :param proxy_basic_auth:
+        Colon-separated username:password string for 'proxy-authorization: basic ...'
+        auth header.
+
+    :param disable_cache:
+        If ``True``, adds 'cache-control: no-cache' header.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        print(urllib3.util.make_headers(keep_alive=True, user_agent="Batman/1.0"))
+        # {'connection': 'keep-alive', 'user-agent': 'Batman/1.0'}
+        print(urllib3.util.make_headers(accept_encoding=True))
+        # {'accept-encoding': 'gzip,deflate'}
+    """
+    headers: dict[str, str] = {}
+    if accept_encoding:
+        if isinstance(accept_encoding, str):
+            pass
+        elif isinstance(accept_encoding, list):
+            accept_encoding = ",".join(accept_encoding)
+        else:
+            accept_encoding = ACCEPT_ENCODING
+        headers["accept-encoding"] = accept_encoding
+
+    if user_agent:
+        headers["user-agent"] = user_agent
+
+    if keep_alive:
+        headers["connection"] = "keep-alive"
+
+    if basic_auth:
+        headers[
+            "authorization"
+        ] = f"Basic {b64encode(basic_auth.encode('latin-1')).decode()}"
+
+    if proxy_basic_auth:
+        headers[
+            "proxy-authorization"
+        ] = f"Basic {b64encode(proxy_basic_auth.encode('latin-1')).decode()}"
+
+    if disable_cache:
+        headers["cache-control"] = "no-cache"
+
+    return headers
+
+
+def set_file_position(
+    body: typing.Any, pos: _TYPE_BODY_POSITION | None
+) -> _TYPE_BODY_POSITION | None:
+    """
+    If a position is provided, move file to that point.
+    Otherwise, we'll attempt to record a position for future use.
+    """
+    if pos is not None:
+        rewind_body(body, pos)
+    elif getattr(body, "tell", None) is not None:
+        try:
+            pos = body.tell()
+        except OSError:
+            # This differentiates from None, allowing us to catch
+            # a failed `tell()` later when trying to rewind the body.
+            pos = _FAILEDTELL
+
+    return pos
+
+
+def rewind_body(body: typing.IO[typing.AnyStr], body_pos: _TYPE_BODY_POSITION) -> None:
+    """
+    Attempt to rewind body to a certain position.
+    Primarily used for request redirects and retries.
+
+    :param body:
+        File-like object that supports seek.
+
+    :param int pos:
+        Position to seek to in file.
+    """
+    body_seek = getattr(body, "seek", None)
+    if body_seek is not None and isinstance(body_pos, int):
+        try:
+            body_seek(body_pos)
+        except OSError as e:
+            raise UnrewindableBodyError(
+                "An error occurred when rewinding request body for redirect/retry."
+            ) from e
+    elif body_pos is _FAILEDTELL:
+        raise UnrewindableBodyError(
+            "Unable to record file position for rewinding "
+            "request body during a redirect/retry."
+        )
+    else:
+        raise ValueError(
+            f"body_pos must be of type integer, instead it was {type(body_pos)}."
+        )
+
+
+class ChunksAndContentLength(typing.NamedTuple):
+    chunks: typing.Iterable[bytes] | None
+    content_length: int | None
+
+
+def body_to_chunks(
+    body: typing.Any | None, method: str, blocksize: int
+) -> ChunksAndContentLength:
+    """Takes the HTTP request method, body, and blocksize and
+    transforms them into an iterable of chunks to pass to
+    socket.sendall() and an optional 'Content-Length' header.
+
+    A 'Content-Length' of 'None' indicates the length of the body
+    can't be determined so should use 'Transfer-Encoding: chunked'
+    for framing instead.
+    """
+
+    chunks: typing.Iterable[bytes] | None
+    content_length: int | None
+
+    # No body, we need to make a recommendation on 'Content-Length'
+    # based on whether that request method is expected to have
+    # a body or not.
+    if body is None:
+        chunks = None
+        if method.upper() not in _METHODS_NOT_EXPECTING_BODY:
+            content_length = 0
+        else:
+            content_length = None
+
+    # Bytes or strings become bytes
+    elif isinstance(body, (str, bytes)):
+        chunks = (to_bytes(body),)
+        content_length = len(chunks[0])
+
+    # File-like object, TODO: use seek() and tell() for length?
+    elif hasattr(body, "read"):
+
+        def chunk_readable() -> typing.Iterable[bytes]:
+            nonlocal body, blocksize
+            encode = isinstance(body, io.TextIOBase)
+            while True:
+                datablock = body.read(blocksize)
+                if not datablock:
+                    break
+                if encode:
+                    datablock = datablock.encode("iso-8859-1")
+                yield datablock
+
+        chunks = chunk_readable()
+        content_length = None
+
+    # Otherwise we need to start checking via duck-typing.
+    else:
+        try:
+            # Check if the body implements the buffer API.
+            mv = memoryview(body)
+        except TypeError:
+            try:
+                # Check if the body is an iterable
+                chunks = iter(body)
+                content_length = None
+            except TypeError:
+                raise TypeError(
+                    f"'body' must be a bytes-like object, file-like "
+                    f"object, or iterable. Instead was {body!r}"
+                ) from None
+        else:
+            # Since it implements the buffer API can be passed directly to socket.sendall()
+            chunks = (body,)
+            content_length = mv.nbytes
+
+    return ChunksAndContentLength(chunks=chunks, content_length=content_length)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
new file mode 100644
index 000000000..0f4578696
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
@@ -0,0 +1,101 @@
+from __future__ import annotations
+
+import http.client as httplib
+from email.errors import MultipartInvariantViolationDefect, StartBoundaryNotFoundDefect
+
+from ..exceptions import HeaderParsingError
+
+
+def is_fp_closed(obj: object) -> bool:
+    """
+    Checks whether a given file-like object is closed.
+
+    :param obj:
+        The file-like object to check.
+    """
+
+    try:
+        # Check `isclosed()` first, in case Python3 doesn't set `closed`.
+        # GH Issue #928
+        return obj.isclosed()  # type: ignore[no-any-return, attr-defined]
+    except AttributeError:
+        pass
+
+    try:
+        # Check via the official file-like-object way.
+        return obj.closed  # type: ignore[no-any-return, attr-defined]
+    except AttributeError:
+        pass
+
+    try:
+        # Check if the object is a container for another file-like object that
+        # gets released on exhaustion (e.g. HTTPResponse).
+        return obj.fp is None  # type: ignore[attr-defined]
+    except AttributeError:
+        pass
+
+    raise ValueError("Unable to determine whether fp is closed.")
+
+
+def assert_header_parsing(headers: httplib.HTTPMessage) -> None:
+    """
+    Asserts whether all headers have been successfully parsed.
+    Extracts encountered errors from the result of parsing headers.
+
+    Only works on Python 3.
+
+    :param http.client.HTTPMessage headers: Headers to verify.
+
+    :raises urllib3.exceptions.HeaderParsingError:
+        If parsing errors are found.
+    """
+
+    # This will fail silently if we pass in the wrong kind of parameter.
+    # To make debugging easier add an explicit check.
+    if not isinstance(headers, httplib.HTTPMessage):
+        raise TypeError(f"expected httplib.Message, got {type(headers)}.")
+
+    unparsed_data = None
+
+    # get_payload is actually email.message.Message.get_payload;
+    # we're only interested in the result if it's not a multipart message
+    if not headers.is_multipart():
+        payload = headers.get_payload()
+
+        if isinstance(payload, (bytes, str)):
+            unparsed_data = payload
+
+    # httplib is assuming a response body is available
+    # when parsing headers even when httplib only sends
+    # header data to parse_headers() This results in
+    # defects on multipart responses in particular.
+    # See: https://github.com/urllib3/urllib3/issues/800
+
+    # So we ignore the following defects:
+    # - StartBoundaryNotFoundDefect:
+    #     The claimed start boundary was never found.
+    # - MultipartInvariantViolationDefect:
+    #     A message claimed to be a multipart but no subparts were found.
+    defects = [
+        defect
+        for defect in headers.defects
+        if not isinstance(
+            defect, (StartBoundaryNotFoundDefect, MultipartInvariantViolationDefect)
+        )
+    ]
+
+    if defects or unparsed_data:
+        raise HeaderParsingError(defects=defects, unparsed_data=unparsed_data)
+
+
+def is_response_to_head(response: httplib.HTTPResponse) -> bool:
+    """
+    Checks whether the request of a response has been a HEAD-request.
+
+    :param http.client.HTTPResponse response:
+        Response to check if the originating request
+        used 'HEAD' as a method.
+    """
+    # FIXME: Can we do this somehow without accessing private httplib _method?
+    method_str = response._method  # type: str  # type: ignore[attr-defined]
+    return method_str.upper() == "HEAD"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
new file mode 100644
index 000000000..0456cceba
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
@@ -0,0 +1,533 @@
+from __future__ import annotations
+
+import email
+import logging
+import random
+import re
+import time
+import typing
+from itertools import takewhile
+from types import TracebackType
+
+from ..exceptions import (
+    ConnectTimeoutError,
+    InvalidHeader,
+    MaxRetryError,
+    ProtocolError,
+    ProxyError,
+    ReadTimeoutError,
+    ResponseError,
+)
+from .util import reraise
+
+if typing.TYPE_CHECKING:
+    from typing_extensions import Self
+
+    from ..connectionpool import ConnectionPool
+    from ..response import BaseHTTPResponse
+
+log = logging.getLogger(__name__)
+
+
+# Data structure for representing the metadata of requests that result in a retry.
+class RequestHistory(typing.NamedTuple):
+    method: str | None
+    url: str | None
+    error: Exception | None
+    status: int | None
+    redirect_location: str | None
+
+
+class Retry:
+    """Retry configuration.
+
+    Each retry attempt will create a new Retry object with updated values, so
+    they can be safely reused.
+
+    Retries can be defined as a default for a pool:
+
+    .. code-block:: python
+
+        retries = Retry(connect=5, read=2, redirect=5)
+        http = PoolManager(retries=retries)
+        response = http.request("GET", "https://example.com/")
+
+    Or per-request (which overrides the default for the pool):
+
+    .. code-block:: python
+
+        response = http.request("GET", "https://example.com/", retries=Retry(10))
+
+    Retries can be disabled by passing ``False``:
+
+    .. code-block:: python
+
+        response = http.request("GET", "https://example.com/", retries=False)
+
+    Errors will be wrapped in :class:`~urllib3.exceptions.MaxRetryError` unless
+    retries are disabled, in which case the causing exception will be raised.
+
+    :param int total:
+        Total number of retries to allow. Takes precedence over other counts.
+
+        Set to ``None`` to remove this constraint and fall back on other
+        counts.
+
+        Set to ``0`` to fail on the first retry.
+
+        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+    :param int connect:
+        How many connection-related errors to retry on.
+
+        These are errors raised before the request is sent to the remote server,
+        which we assume has not triggered the server to process the request.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int read:
+        How many times to retry on read errors.
+
+        These errors are raised after the request was sent to the server, so the
+        request may have side-effects.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int redirect:
+        How many redirects to perform. Limit this to avoid infinite redirect
+        loops.
+
+        A redirect is a HTTP response with a status code 301, 302, 303, 307 or
+        308.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+    :param int status:
+        How many times to retry on bad status codes.
+
+        These are retries made on responses, where status code matches
+        ``status_forcelist``.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int other:
+        How many times to retry on other errors.
+
+        Other errors are errors that are not connect, read, redirect or status errors.
+        These errors might be raised after the request was sent to the server, so the
+        request might have side-effects.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+        If ``total`` is not set, it's a good idea to set this to 0 to account
+        for unexpected edge cases and avoid infinite retry loops.
+
+    :param Collection allowed_methods:
+        Set of uppercased HTTP method verbs that we should retry on.
+
+        By default, we only retry on methods which are considered to be
+        idempotent (multiple requests with the same parameters end with the
+        same state). See :attr:`Retry.DEFAULT_ALLOWED_METHODS`.
+
+        Set to a ``None`` value to retry on any verb.
+
+    :param Collection status_forcelist:
+        A set of integer HTTP status codes that we should force a retry on.
+        A retry is initiated if the request method is in ``allowed_methods``
+        and the response status code is in ``status_forcelist``.
+
+        By default, this is disabled with ``None``.
+
+    :param float backoff_factor:
+        A backoff factor to apply between attempts after the second try
+        (most errors are resolved immediately by a second try without a
+        delay). urllib3 will sleep for::
+
+            {backoff factor} * (2 ** ({number of previous retries}))
+
+        seconds. If `backoff_jitter` is non-zero, this sleep is extended by::
+
+            random.uniform(0, {backoff jitter})
+
+        seconds. For example, if the backoff_factor is 0.1, then :func:`Retry.sleep` will
+        sleep for [0.0s, 0.2s, 0.4s, 0.8s, ...] between retries. No backoff will ever
+        be longer than `backoff_max`.
+
+        By default, backoff is disabled (factor set to 0).
+
+    :param bool raise_on_redirect: Whether, if the number of redirects is
+        exhausted, to raise a MaxRetryError, or to return a response with a
+        response code in the 3xx range.
+
+    :param bool raise_on_status: Similar meaning to ``raise_on_redirect``:
+        whether we should raise an exception, or return a response,
+        if status falls in ``status_forcelist`` range and retries have
+        been exhausted.
+
+    :param tuple history: The history of the request encountered during
+        each call to :meth:`~Retry.increment`. The list is in the order
+        the requests occurred. Each list item is of class :class:`RequestHistory`.
+
+    :param bool respect_retry_after_header:
+        Whether to respect Retry-After header on status codes defined as
+        :attr:`Retry.RETRY_AFTER_STATUS_CODES` or not.
+
+    :param Collection remove_headers_on_redirect:
+        Sequence of headers to remove from the request when a response
+        indicating a redirect is returned before firing off the redirected
+        request.
+    """
+
+    #: Default methods to be used for ``allowed_methods``
+    DEFAULT_ALLOWED_METHODS = frozenset(
+        ["HEAD", "GET", "PUT", "DELETE", "OPTIONS", "TRACE"]
+    )
+
+    #: Default status codes to be used for ``status_forcelist``
+    RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503])
+
+    #: Default headers to be used for ``remove_headers_on_redirect``
+    DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset(
+        ["Cookie", "Authorization", "Proxy-Authorization"]
+    )
+
+    #: Default maximum backoff time.
+    DEFAULT_BACKOFF_MAX = 120
+
+    # Backward compatibility; assigned outside of the class.
+    DEFAULT: typing.ClassVar[Retry]
+
+    def __init__(
+        self,
+        total: bool | int | None = 10,
+        connect: int | None = None,
+        read: int | None = None,
+        redirect: bool | int | None = None,
+        status: int | None = None,
+        other: int | None = None,
+        allowed_methods: typing.Collection[str] | None = DEFAULT_ALLOWED_METHODS,
+        status_forcelist: typing.Collection[int] | None = None,
+        backoff_factor: float = 0,
+        backoff_max: float = DEFAULT_BACKOFF_MAX,
+        raise_on_redirect: bool = True,
+        raise_on_status: bool = True,
+        history: tuple[RequestHistory, ...] | None = None,
+        respect_retry_after_header: bool = True,
+        remove_headers_on_redirect: typing.Collection[
+            str
+        ] = DEFAULT_REMOVE_HEADERS_ON_REDIRECT,
+        backoff_jitter: float = 0.0,
+    ) -> None:
+        self.total = total
+        self.connect = connect
+        self.read = read
+        self.status = status
+        self.other = other
+
+        if redirect is False or total is False:
+            redirect = 0
+            raise_on_redirect = False
+
+        self.redirect = redirect
+        self.status_forcelist = status_forcelist or set()
+        self.allowed_methods = allowed_methods
+        self.backoff_factor = backoff_factor
+        self.backoff_max = backoff_max
+        self.raise_on_redirect = raise_on_redirect
+        self.raise_on_status = raise_on_status
+        self.history = history or ()
+        self.respect_retry_after_header = respect_retry_after_header
+        self.remove_headers_on_redirect = frozenset(
+            h.lower() for h in remove_headers_on_redirect
+        )
+        self.backoff_jitter = backoff_jitter
+
+    def new(self, **kw: typing.Any) -> Self:
+        params = dict(
+            total=self.total,
+            connect=self.connect,
+            read=self.read,
+            redirect=self.redirect,
+            status=self.status,
+            other=self.other,
+            allowed_methods=self.allowed_methods,
+            status_forcelist=self.status_forcelist,
+            backoff_factor=self.backoff_factor,
+            backoff_max=self.backoff_max,
+            raise_on_redirect=self.raise_on_redirect,
+            raise_on_status=self.raise_on_status,
+            history=self.history,
+            remove_headers_on_redirect=self.remove_headers_on_redirect,
+            respect_retry_after_header=self.respect_retry_after_header,
+            backoff_jitter=self.backoff_jitter,
+        )
+
+        params.update(kw)
+        return type(self)(**params)  # type: ignore[arg-type]
+
+    @classmethod
+    def from_int(
+        cls,
+        retries: Retry | bool | int | None,
+        redirect: bool | int | None = True,
+        default: Retry | bool | int | None = None,
+    ) -> Retry:
+        """Backwards-compatibility for the old retries format."""
+        if retries is None:
+            retries = default if default is not None else cls.DEFAULT
+
+        if isinstance(retries, Retry):
+            return retries
+
+        redirect = bool(redirect) and None
+        new_retries = cls(retries, redirect=redirect)
+        log.debug("Converted retries value: %r -> %r", retries, new_retries)
+        return new_retries
+
+    def get_backoff_time(self) -> float:
+        """Formula for computing the current backoff
+
+        :rtype: float
+        """
+        # We want to consider only the last consecutive errors sequence (Ignore redirects).
+        consecutive_errors_len = len(
+            list(
+                takewhile(lambda x: x.redirect_location is None, reversed(self.history))
+            )
+        )
+        if consecutive_errors_len <= 1:
+            return 0
+
+        backoff_value = self.backoff_factor * (2 ** (consecutive_errors_len - 1))
+        if self.backoff_jitter != 0.0:
+            backoff_value += random.random() * self.backoff_jitter
+        return float(max(0, min(self.backoff_max, backoff_value)))
+
+    def parse_retry_after(self, retry_after: str) -> float:
+        seconds: float
+        # Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4
+        if re.match(r"^\s*[0-9]+\s*$", retry_after):
+            seconds = int(retry_after)
+        else:
+            retry_date_tuple = email.utils.parsedate_tz(retry_after)
+            if retry_date_tuple is None:
+                raise InvalidHeader(f"Invalid Retry-After header: {retry_after}")
+
+            retry_date = email.utils.mktime_tz(retry_date_tuple)
+            seconds = retry_date - time.time()
+
+        seconds = max(seconds, 0)
+
+        return seconds
+
+    def get_retry_after(self, response: BaseHTTPResponse) -> float | None:
+        """Get the value of Retry-After in seconds."""
+
+        retry_after = response.headers.get("Retry-After")
+
+        if retry_after is None:
+            return None
+
+        return self.parse_retry_after(retry_after)
+
+    def sleep_for_retry(self, response: BaseHTTPResponse) -> bool:
+        retry_after = self.get_retry_after(response)
+        if retry_after:
+            time.sleep(retry_after)
+            return True
+
+        return False
+
+    def _sleep_backoff(self) -> None:
+        backoff = self.get_backoff_time()
+        if backoff <= 0:
+            return
+        time.sleep(backoff)
+
+    def sleep(self, response: BaseHTTPResponse | None = None) -> None:
+        """Sleep between retry attempts.
+
+        This method will respect a server's ``Retry-After`` response header
+        and sleep the duration of the time requested. If that is not present, it
+        will use an exponential backoff. By default, the backoff factor is 0 and
+        this method will return immediately.
+        """
+
+        if self.respect_retry_after_header and response:
+            slept = self.sleep_for_retry(response)
+            if slept:
+                return
+
+        self._sleep_backoff()
+
+    def _is_connection_error(self, err: Exception) -> bool:
+        """Errors when we're fairly sure that the server did not receive the
+        request, so it should be safe to retry.
+        """
+        if isinstance(err, ProxyError):
+            err = err.original_error
+        return isinstance(err, ConnectTimeoutError)
+
+    def _is_read_error(self, err: Exception) -> bool:
+        """Errors that occur after the request has been started, so we should
+        assume that the server began processing it.
+        """
+        return isinstance(err, (ReadTimeoutError, ProtocolError))
+
+    def _is_method_retryable(self, method: str) -> bool:
+        """Checks if a given HTTP method should be retried upon, depending if
+        it is included in the allowed_methods
+        """
+        if self.allowed_methods and method.upper() not in self.allowed_methods:
+            return False
+        return True
+
+    def is_retry(
+        self, method: str, status_code: int, has_retry_after: bool = False
+    ) -> bool:
+        """Is this method/status code retryable? (Based on allowlists and control
+        variables such as the number of total retries to allow, whether to
+        respect the Retry-After header, whether this header is present, and
+        whether the returned status code is on the list of status codes to
+        be retried upon on the presence of the aforementioned header)
+        """
+        if not self._is_method_retryable(method):
+            return False
+
+        if self.status_forcelist and status_code in self.status_forcelist:
+            return True
+
+        return bool(
+            self.total
+            and self.respect_retry_after_header
+            and has_retry_after
+            and (status_code in self.RETRY_AFTER_STATUS_CODES)
+        )
+
+    def is_exhausted(self) -> bool:
+        """Are we out of retries?"""
+        retry_counts = [
+            x
+            for x in (
+                self.total,
+                self.connect,
+                self.read,
+                self.redirect,
+                self.status,
+                self.other,
+            )
+            if x
+        ]
+        if not retry_counts:
+            return False
+
+        return min(retry_counts) < 0
+
+    def increment(
+        self,
+        method: str | None = None,
+        url: str | None = None,
+        response: BaseHTTPResponse | None = None,
+        error: Exception | None = None,
+        _pool: ConnectionPool | None = None,
+        _stacktrace: TracebackType | None = None,
+    ) -> Self:
+        """Return a new Retry object with incremented retry counters.
+
+        :param response: A response object, or None, if the server did not
+            return a response.
+        :type response: :class:`~urllib3.response.BaseHTTPResponse`
+        :param Exception error: An error encountered during the request, or
+            None if the response was received successfully.
+
+        :return: A new ``Retry`` object.
+        """
+        if self.total is False and error:
+            # Disabled, indicate to re-raise the error.
+            raise reraise(type(error), error, _stacktrace)
+
+        total = self.total
+        if total is not None:
+            total -= 1
+
+        connect = self.connect
+        read = self.read
+        redirect = self.redirect
+        status_count = self.status
+        other = self.other
+        cause = "unknown"
+        status = None
+        redirect_location = None
+
+        if error and self._is_connection_error(error):
+            # Connect retry?
+            if connect is False:
+                raise reraise(type(error), error, _stacktrace)
+            elif connect is not None:
+                connect -= 1
+
+        elif error and self._is_read_error(error):
+            # Read retry?
+            if read is False or method is None or not self._is_method_retryable(method):
+                raise reraise(type(error), error, _stacktrace)
+            elif read is not None:
+                read -= 1
+
+        elif error:
+            # Other retry?
+            if other is not None:
+                other -= 1
+
+        elif response and response.get_redirect_location():
+            # Redirect retry?
+            if redirect is not None:
+                redirect -= 1
+            cause = "too many redirects"
+            response_redirect_location = response.get_redirect_location()
+            if response_redirect_location:
+                redirect_location = response_redirect_location
+            status = response.status
+
+        else:
+            # Incrementing because of a server error like a 500 in
+            # status_forcelist and the given method is in the allowed_methods
+            cause = ResponseError.GENERIC_ERROR
+            if response and response.status:
+                if status_count is not None:
+                    status_count -= 1
+                cause = ResponseError.SPECIFIC_ERROR.format(status_code=response.status)
+                status = response.status
+
+        history = self.history + (
+            RequestHistory(method, url, error, status, redirect_location),
+        )
+
+        new_retry = self.new(
+            total=total,
+            connect=connect,
+            read=read,
+            redirect=redirect,
+            status=status_count,
+            other=other,
+            history=history,
+        )
+
+        if new_retry.is_exhausted():
+            reason = error or ResponseError(cause)
+            raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
+
+        log.debug("Incremented Retry for (url='%s'): %r", url, new_retry)
+
+        return new_retry
+
+    def __repr__(self) -> str:
+        return (
+            f"{type(self).__name__}(total={self.total}, connect={self.connect}, "
+            f"read={self.read}, redirect={self.redirect}, status={self.status})"
+        )
+
+
+# For backwards compatibility (equivalent to pre-v1.9):
+Retry.DEFAULT = Retry(3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
new file mode 100644
index 000000000..c46dd83e5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
@@ -0,0 +1,509 @@
+from __future__ import annotations
+
+import hmac
+import os
+import socket
+import sys
+import typing
+import warnings
+from binascii import unhexlify
+from hashlib import md5, sha1, sha256
+
+from ..exceptions import ProxySchemeUnsupported, SSLError
+from .url import _BRACELESS_IPV6_ADDRZ_RE, _IPV4_RE
+
+SSLContext = None
+SSLTransport = None
+HAS_NEVER_CHECK_COMMON_NAME = False
+IS_PYOPENSSL = False
+ALPN_PROTOCOLS = ["http/1.1"]
+
+_TYPE_VERSION_INFO = typing.Tuple[int, int, int, str, int]
+
+# Maps the length of a digest to a possible hash function producing this digest
+HASHFUNC_MAP = {32: md5, 40: sha1, 64: sha256}
+
+
+def _is_bpo_43522_fixed(
+    implementation_name: str,
+    version_info: _TYPE_VERSION_INFO,
+    pypy_version_info: _TYPE_VERSION_INFO | None,
+) -> bool:
+    """Return True for CPython 3.8.9+, 3.9.3+ or 3.10+ and PyPy 7.3.8+ where
+    setting SSLContext.hostname_checks_common_name to False works.
+
+    Outside of CPython and PyPy we don't know which implementations work
+    or not so we conservatively use our hostname matching as we know that works
+    on all implementations.
+
+    https://github.com/urllib3/urllib3/issues/2192#issuecomment-821832963
+    https://foss.heptapod.net/pypy/pypy/-/issues/3539
+    """
+    if implementation_name == "pypy":
+        # https://foss.heptapod.net/pypy/pypy/-/issues/3129
+        return pypy_version_info >= (7, 3, 8)  # type: ignore[operator]
+    elif implementation_name == "cpython":
+        major_minor = version_info[:2]
+        micro = version_info[2]
+        return (
+            (major_minor == (3, 8) and micro >= 9)
+            or (major_minor == (3, 9) and micro >= 3)
+            or major_minor >= (3, 10)
+        )
+    else:  # Defensive:
+        return False
+
+
+def _is_has_never_check_common_name_reliable(
+    openssl_version: str,
+    openssl_version_number: int,
+    implementation_name: str,
+    version_info: _TYPE_VERSION_INFO,
+    pypy_version_info: _TYPE_VERSION_INFO | None,
+) -> bool:
+    # As of May 2023, all released versions of LibreSSL fail to reject certificates with
+    # only common names, see https://github.com/urllib3/urllib3/pull/3024
+    is_openssl = openssl_version.startswith("OpenSSL ")
+    # Before fixing OpenSSL issue #14579, the SSL_new() API was not copying hostflags
+    # like X509_CHECK_FLAG_NEVER_CHECK_SUBJECT, which tripped up CPython.
+    # https://github.com/openssl/openssl/issues/14579
+    # This was released in OpenSSL 1.1.1l+ (>=0x101010cf)
+    is_openssl_issue_14579_fixed = openssl_version_number >= 0x101010CF
+
+    return is_openssl and (
+        is_openssl_issue_14579_fixed
+        or _is_bpo_43522_fixed(implementation_name, version_info, pypy_version_info)
+    )
+
+
+if typing.TYPE_CHECKING:
+    from ssl import VerifyMode
+    from typing import TypedDict
+
+    from .ssltransport import SSLTransport as SSLTransportType
+
+    class _TYPE_PEER_CERT_RET_DICT(TypedDict, total=False):
+        subjectAltName: tuple[tuple[str, str], ...]
+        subject: tuple[tuple[tuple[str, str], ...], ...]
+        serialNumber: str
+
+
+# Mapping from 'ssl.PROTOCOL_TLSX' to 'TLSVersion.X'
+_SSL_VERSION_TO_TLS_VERSION: dict[int, int] = {}
+
+try:  # Do we have ssl at all?
+    import ssl
+    from ssl import (  # type: ignore[assignment]
+        CERT_REQUIRED,
+        HAS_NEVER_CHECK_COMMON_NAME,
+        OP_NO_COMPRESSION,
+        OP_NO_TICKET,
+        OPENSSL_VERSION,
+        OPENSSL_VERSION_NUMBER,
+        PROTOCOL_TLS,
+        PROTOCOL_TLS_CLIENT,
+        OP_NO_SSLv2,
+        OP_NO_SSLv3,
+        SSLContext,
+        TLSVersion,
+    )
+
+    PROTOCOL_SSLv23 = PROTOCOL_TLS
+
+    # Setting SSLContext.hostname_checks_common_name = False didn't work before CPython
+    # 3.8.9, 3.9.3, and 3.10 (but OK on PyPy) or OpenSSL 1.1.1l+
+    if HAS_NEVER_CHECK_COMMON_NAME and not _is_has_never_check_common_name_reliable(
+        OPENSSL_VERSION,
+        OPENSSL_VERSION_NUMBER,
+        sys.implementation.name,
+        sys.version_info,
+        sys.pypy_version_info if sys.implementation.name == "pypy" else None,  # type: ignore[attr-defined]
+    ):
+        HAS_NEVER_CHECK_COMMON_NAME = False
+
+    # Need to be careful here in case old TLS versions get
+    # removed in future 'ssl' module implementations.
+    for attr in ("TLSv1", "TLSv1_1", "TLSv1_2"):
+        try:
+            _SSL_VERSION_TO_TLS_VERSION[getattr(ssl, f"PROTOCOL_{attr}")] = getattr(
+                TLSVersion, attr
+            )
+        except AttributeError:  # Defensive:
+            continue
+
+    from .ssltransport import SSLTransport  # type: ignore[assignment]
+except ImportError:
+    OP_NO_COMPRESSION = 0x20000  # type: ignore[assignment]
+    OP_NO_TICKET = 0x4000  # type: ignore[assignment]
+    OP_NO_SSLv2 = 0x1000000  # type: ignore[assignment]
+    OP_NO_SSLv3 = 0x2000000  # type: ignore[assignment]
+    PROTOCOL_SSLv23 = PROTOCOL_TLS = 2  # type: ignore[assignment]
+    PROTOCOL_TLS_CLIENT = 16  # type: ignore[assignment]
+
+
+_TYPE_PEER_CERT_RET = typing.Union["_TYPE_PEER_CERT_RET_DICT", bytes, None]
+
+
+def assert_fingerprint(cert: bytes | None, fingerprint: str) -> None:
+    """
+    Checks if given fingerprint matches the supplied certificate.
+
+    :param cert:
+        Certificate as bytes object.
+    :param fingerprint:
+        Fingerprint as string of hexdigits, can be interspersed by colons.
+    """
+
+    if cert is None:
+        raise SSLError("No certificate for the peer.")
+
+    fingerprint = fingerprint.replace(":", "").lower()
+    digest_length = len(fingerprint)
+    hashfunc = HASHFUNC_MAP.get(digest_length)
+    if not hashfunc:
+        raise SSLError(f"Fingerprint of invalid length: {fingerprint}")
+
+    # We need encode() here for py32; works on py2 and p33.
+    fingerprint_bytes = unhexlify(fingerprint.encode())
+
+    cert_digest = hashfunc(cert).digest()
+
+    if not hmac.compare_digest(cert_digest, fingerprint_bytes):
+        raise SSLError(
+            f'Fingerprints did not match. Expected "{fingerprint}", got "{cert_digest.hex()}"'
+        )
+
+
+def resolve_cert_reqs(candidate: None | int | str) -> VerifyMode:
+    """
+    Resolves the argument to a numeric constant, which can be passed to
+    the wrap_socket function/method from the ssl module.
+    Defaults to :data:`ssl.CERT_REQUIRED`.
+    If given a string it is assumed to be the name of the constant in the
+    :mod:`ssl` module or its abbreviation.
+    (So you can specify `REQUIRED` instead of `CERT_REQUIRED`.
+    If it's neither `None` nor a string we assume it is already the numeric
+    constant which can directly be passed to wrap_socket.
+    """
+    if candidate is None:
+        return CERT_REQUIRED
+
+    if isinstance(candidate, str):
+        res = getattr(ssl, candidate, None)
+        if res is None:
+            res = getattr(ssl, "CERT_" + candidate)
+        return res  # type: ignore[no-any-return]
+
+    return candidate  # type: ignore[return-value]
+
+
+def resolve_ssl_version(candidate: None | int | str) -> int:
+    """
+    like resolve_cert_reqs
+    """
+    if candidate is None:
+        return PROTOCOL_TLS
+
+    if isinstance(candidate, str):
+        res = getattr(ssl, candidate, None)
+        if res is None:
+            res = getattr(ssl, "PROTOCOL_" + candidate)
+        return typing.cast(int, res)
+
+    return candidate
+
+
+def create_urllib3_context(
+    ssl_version: int | None = None,
+    cert_reqs: int | None = None,
+    options: int | None = None,
+    ciphers: str | None = None,
+    ssl_minimum_version: int | None = None,
+    ssl_maximum_version: int | None = None,
+) -> ssl.SSLContext:
+    """Creates and configures an :class:`ssl.SSLContext` instance for use with urllib3.
+
+    :param ssl_version:
+        The desired protocol version to use. This will default to
+        PROTOCOL_SSLv23 which will negotiate the highest protocol that both
+        the server and your installation of OpenSSL support.
+
+        This parameter is deprecated instead use 'ssl_minimum_version'.
+    :param ssl_minimum_version:
+        The minimum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
+    :param ssl_maximum_version:
+        The maximum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
+        Not recommended to set to anything other than 'ssl.TLSVersion.MAXIMUM_SUPPORTED' which is the
+        default value.
+    :param cert_reqs:
+        Whether to require the certificate verification. This defaults to
+        ``ssl.CERT_REQUIRED``.
+    :param options:
+        Specific OpenSSL options. These default to ``ssl.OP_NO_SSLv2``,
+        ``ssl.OP_NO_SSLv3``, ``ssl.OP_NO_COMPRESSION``, and ``ssl.OP_NO_TICKET``.
+    :param ciphers:
+        Which cipher suites to allow the server to select. Defaults to either system configured
+        ciphers if OpenSSL 1.1.1+, otherwise uses a secure default set of ciphers.
+    :returns:
+        Constructed SSLContext object with specified options
+    :rtype: SSLContext
+    """
+    if SSLContext is None:
+        raise TypeError("Can't create an SSLContext object without an ssl module")
+
+    # This means 'ssl_version' was specified as an exact value.
+    if ssl_version not in (None, PROTOCOL_TLS, PROTOCOL_TLS_CLIENT):
+        # Disallow setting 'ssl_version' and 'ssl_minimum|maximum_version'
+        # to avoid conflicts.
+        if ssl_minimum_version is not None or ssl_maximum_version is not None:
+            raise ValueError(
+                "Can't specify both 'ssl_version' and either "
+                "'ssl_minimum_version' or 'ssl_maximum_version'"
+            )
+
+        # 'ssl_version' is deprecated and will be removed in the future.
+        else:
+            # Use 'ssl_minimum_version' and 'ssl_maximum_version' instead.
+            ssl_minimum_version = _SSL_VERSION_TO_TLS_VERSION.get(
+                ssl_version, TLSVersion.MINIMUM_SUPPORTED
+            )
+            ssl_maximum_version = _SSL_VERSION_TO_TLS_VERSION.get(
+                ssl_version, TLSVersion.MAXIMUM_SUPPORTED
+            )
+
+            # This warning message is pushing users to use 'ssl_minimum_version'
+            # instead of both min/max. Best practice is to only set the minimum version and
+            # keep the maximum version to be it's default value: 'TLSVersion.MAXIMUM_SUPPORTED'
+            warnings.warn(
+                "'ssl_version' option is deprecated and will be "
+                "removed in urllib3 v2.1.0. Instead use 'ssl_minimum_version'",
+                category=DeprecationWarning,
+                stacklevel=2,
+            )
+
+    # PROTOCOL_TLS is deprecated in Python 3.10 so we always use PROTOCOL_TLS_CLIENT
+    context = SSLContext(PROTOCOL_TLS_CLIENT)
+
+    if ssl_minimum_version is not None:
+        context.minimum_version = ssl_minimum_version
+    else:  # Python <3.10 defaults to 'MINIMUM_SUPPORTED' so explicitly set TLSv1.2 here
+        context.minimum_version = TLSVersion.TLSv1_2
+
+    if ssl_maximum_version is not None:
+        context.maximum_version = ssl_maximum_version
+
+    # Unless we're given ciphers defer to either system ciphers in
+    # the case of OpenSSL 1.1.1+ or use our own secure default ciphers.
+    if ciphers:
+        context.set_ciphers(ciphers)
+
+    # Setting the default here, as we may have no ssl module on import
+    cert_reqs = ssl.CERT_REQUIRED if cert_reqs is None else cert_reqs
+
+    if options is None:
+        options = 0
+        # SSLv2 is easily broken and is considered harmful and dangerous
+        options |= OP_NO_SSLv2
+        # SSLv3 has several problems and is now dangerous
+        options |= OP_NO_SSLv3
+        # Disable compression to prevent CRIME attacks for OpenSSL 1.0+
+        # (issue #309)
+        options |= OP_NO_COMPRESSION
+        # TLSv1.2 only. Unless set explicitly, do not request tickets.
+        # This may save some bandwidth on wire, and although the ticket is encrypted,
+        # there is a risk associated with it being on wire,
+        # if the server is not rotating its ticketing keys properly.
+        options |= OP_NO_TICKET
+
+    context.options |= options
+
+    # Enable post-handshake authentication for TLS 1.3, see GH #1634. PHA is
+    # necessary for conditional client cert authentication with TLS 1.3.
+    # The attribute is None for OpenSSL <= 1.1.0 or does not exist when using
+    # an SSLContext created by pyOpenSSL.
+    if getattr(context, "post_handshake_auth", None) is not None:
+        context.post_handshake_auth = True
+
+    # The order of the below lines setting verify_mode and check_hostname
+    # matter due to safe-guards SSLContext has to prevent an SSLContext with
+    # check_hostname=True, verify_mode=NONE/OPTIONAL.
+    # We always set 'check_hostname=False' for pyOpenSSL so we rely on our own
+    # 'ssl.match_hostname()' implementation.
+    if cert_reqs == ssl.CERT_REQUIRED and not IS_PYOPENSSL:
+        context.verify_mode = cert_reqs
+        context.check_hostname = True
+    else:
+        context.check_hostname = False
+        context.verify_mode = cert_reqs
+
+    try:
+        context.hostname_checks_common_name = False
+    except AttributeError:  # Defensive: for CPython < 3.8.9 and 3.9.3; for PyPy < 7.3.8
+        pass
+
+    # Enable logging of TLS session keys via defacto standard environment variable
+    # 'SSLKEYLOGFILE', if the feature is available (Python 3.8+). Skip empty values.
+    if hasattr(context, "keylog_filename"):
+        sslkeylogfile = os.environ.get("SSLKEYLOGFILE")
+        if sslkeylogfile:
+            context.keylog_filename = sslkeylogfile
+
+    return context
+
+
+@typing.overload
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = ...,
+    certfile: str | None = ...,
+    cert_reqs: int | None = ...,
+    ca_certs: str | None = ...,
+    server_hostname: str | None = ...,
+    ssl_version: int | None = ...,
+    ciphers: str | None = ...,
+    ssl_context: ssl.SSLContext | None = ...,
+    ca_cert_dir: str | None = ...,
+    key_password: str | None = ...,
+    ca_cert_data: None | str | bytes = ...,
+    tls_in_tls: typing.Literal[False] = ...,
+) -> ssl.SSLSocket:
+    ...
+
+
+@typing.overload
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = ...,
+    certfile: str | None = ...,
+    cert_reqs: int | None = ...,
+    ca_certs: str | None = ...,
+    server_hostname: str | None = ...,
+    ssl_version: int | None = ...,
+    ciphers: str | None = ...,
+    ssl_context: ssl.SSLContext | None = ...,
+    ca_cert_dir: str | None = ...,
+    key_password: str | None = ...,
+    ca_cert_data: None | str | bytes = ...,
+    tls_in_tls: bool = ...,
+) -> ssl.SSLSocket | SSLTransportType:
+    ...
+
+
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = None,
+    certfile: str | None = None,
+    cert_reqs: int | None = None,
+    ca_certs: str | None = None,
+    server_hostname: str | None = None,
+    ssl_version: int | None = None,
+    ciphers: str | None = None,
+    ssl_context: ssl.SSLContext | None = None,
+    ca_cert_dir: str | None = None,
+    key_password: str | None = None,
+    ca_cert_data: None | str | bytes = None,
+    tls_in_tls: bool = False,
+) -> ssl.SSLSocket | SSLTransportType:
+    """
+    All arguments except for server_hostname, ssl_context, tls_in_tls, ca_cert_data and
+    ca_cert_dir have the same meaning as they do when using
+    :func:`ssl.create_default_context`, :meth:`ssl.SSLContext.load_cert_chain`,
+    :meth:`ssl.SSLContext.set_ciphers` and :meth:`ssl.SSLContext.wrap_socket`.
+
+    :param server_hostname:
+        When SNI is supported, the expected hostname of the certificate
+    :param ssl_context:
+        A pre-made :class:`SSLContext` object. If none is provided, one will
+        be created using :func:`create_urllib3_context`.
+    :param ciphers:
+        A string of ciphers we wish the client to support.
+    :param ca_cert_dir:
+        A directory containing CA certificates in multiple separate files, as
+        supported by OpenSSL's -CApath flag or the capath argument to
+        SSLContext.load_verify_locations().
+    :param key_password:
+        Optional password if the keyfile is encrypted.
+    :param ca_cert_data:
+        Optional string containing CA certificates in PEM format suitable for
+        passing as the cadata parameter to SSLContext.load_verify_locations()
+    :param tls_in_tls:
+        Use SSLTransport to wrap the existing socket.
+    """
+    context = ssl_context
+    if context is None:
+        # Note: This branch of code and all the variables in it are only used in tests.
+        # We should consider deprecating and removing this code.
+        context = create_urllib3_context(ssl_version, cert_reqs, ciphers=ciphers)
+
+    if ca_certs or ca_cert_dir or ca_cert_data:
+        try:
+            context.load_verify_locations(ca_certs, ca_cert_dir, ca_cert_data)
+        except OSError as e:
+            raise SSLError(e) from e
+
+    elif ssl_context is None and hasattr(context, "load_default_certs"):
+        # try to load OS default certs; works well on Windows.
+        context.load_default_certs()
+
+    # Attempt to detect if we get the goofy behavior of the
+    # keyfile being encrypted and OpenSSL asking for the
+    # passphrase via the terminal and instead error out.
+    if keyfile and key_password is None and _is_key_file_encrypted(keyfile):
+        raise SSLError("Client private key is encrypted, password is required")
+
+    if certfile:
+        if key_password is None:
+            context.load_cert_chain(certfile, keyfile)
+        else:
+            context.load_cert_chain(certfile, keyfile, key_password)
+
+    try:
+        context.set_alpn_protocols(ALPN_PROTOCOLS)
+    except NotImplementedError:  # Defensive: in CI, we always have set_alpn_protocols
+        pass
+
+    ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)
+    return ssl_sock
+
+
+def is_ipaddress(hostname: str | bytes) -> bool:
+    """Detects whether the hostname given is an IPv4 or IPv6 address.
+    Also detects IPv6 addresses with Zone IDs.
+
+    :param str hostname: Hostname to examine.
+    :return: True if the hostname is an IP address, False otherwise.
+    """
+    if isinstance(hostname, bytes):
+        # IDN A-label bytes are ASCII compatible.
+        hostname = hostname.decode("ascii")
+    return bool(_IPV4_RE.match(hostname) or _BRACELESS_IPV6_ADDRZ_RE.match(hostname))
+
+
+def _is_key_file_encrypted(key_file: str) -> bool:
+    """Detects if a key file is encrypted or not."""
+    with open(key_file) as f:
+        for line in f:
+            # Look for Proc-Type: 4,ENCRYPTED
+            if "ENCRYPTED" in line:
+                return True
+
+    return False
+
+
+def _ssl_wrap_socket_impl(
+    sock: socket.socket,
+    ssl_context: ssl.SSLContext,
+    tls_in_tls: bool,
+    server_hostname: str | None = None,
+) -> ssl.SSLSocket | SSLTransportType:
+    if tls_in_tls:
+        if not SSLTransport:
+            # Import error, ssl is not available.
+            raise ProxySchemeUnsupported(
+                "TLS in TLS requires support for the 'ssl' module"
+            )
+
+        SSLTransport._validate_ssl_context_for_tls_in_tls(ssl_context)
+        return SSLTransport(sock, ssl_context, server_hostname)
+
+    return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
new file mode 100644
index 000000000..453cfd420
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
@@ -0,0 +1,159 @@
+"""The match_hostname() function from Python 3.5, essential when using SSL."""
+
+# Note: This file is under the PSF license as the code comes from the python
+# stdlib.   http://docs.python.org/3/license.html
+# It is modified to remove commonName support.
+
+from __future__ import annotations
+
+import ipaddress
+import re
+import typing
+from ipaddress import IPv4Address, IPv6Address
+
+if typing.TYPE_CHECKING:
+    from .ssl_ import _TYPE_PEER_CERT_RET_DICT
+
+__version__ = "3.5.0.1"
+
+
+class CertificateError(ValueError):
+    pass
+
+
+def _dnsname_match(
+    dn: typing.Any, hostname: str, max_wildcards: int = 1
+) -> typing.Match[str] | None | bool:
+    """Matching according to RFC 6125, section 6.4.3
+
+    http://tools.ietf.org/html/rfc6125#section-6.4.3
+    """
+    pats = []
+    if not dn:
+        return False
+
+    # Ported from python3-syntax:
+    # leftmost, *remainder = dn.split(r'.')
+    parts = dn.split(r".")
+    leftmost = parts[0]
+    remainder = parts[1:]
+
+    wildcards = leftmost.count("*")
+    if wildcards > max_wildcards:
+        # Issue #17980: avoid denials of service by refusing more
+        # than one wildcard per fragment.  A survey of established
+        # policy among SSL implementations showed it to be a
+        # reasonable choice.
+        raise CertificateError(
+            "too many wildcards in certificate DNS name: " + repr(dn)
+        )
+
+    # speed up common case w/o wildcards
+    if not wildcards:
+        return bool(dn.lower() == hostname.lower())
+
+    # RFC 6125, section 6.4.3, subitem 1.
+    # The client SHOULD NOT attempt to match a presented identifier in which
+    # the wildcard character comprises a label other than the left-most label.
+    if leftmost == "*":
+        # When '*' is a fragment by itself, it matches a non-empty dotless
+        # fragment.
+        pats.append("[^.]+")
+    elif leftmost.startswith("xn--") or hostname.startswith("xn--"):
+        # RFC 6125, section 6.4.3, subitem 3.
+        # The client SHOULD NOT attempt to match a presented identifier
+        # where the wildcard character is embedded within an A-label or
+        # U-label of an internationalized domain name.
+        pats.append(re.escape(leftmost))
+    else:
+        # Otherwise, '*' matches any dotless string, e.g. www*
+        pats.append(re.escape(leftmost).replace(r"\*", "[^.]*"))
+
+    # add the remaining fragments, ignore any wildcards
+    for frag in remainder:
+        pats.append(re.escape(frag))
+
+    pat = re.compile(r"\A" + r"\.".join(pats) + r"\Z", re.IGNORECASE)
+    return pat.match(hostname)
+
+
+def _ipaddress_match(ipname: str, host_ip: IPv4Address | IPv6Address) -> bool:
+    """Exact matching of IP addresses.
+
+    RFC 9110 section 4.3.5: "A reference identity of IP-ID contains the decoded
+    bytes of the IP address. An IP version 4 address is 4 octets, and an IP
+    version 6 address is 16 octets. [...] A reference identity of type IP-ID
+    matches if the address is identical to an iPAddress value of the
+    subjectAltName extension of the certificate."
+    """
+    # OpenSSL may add a trailing newline to a subjectAltName's IP address
+    # Divergence from upstream: ipaddress can't handle byte str
+    ip = ipaddress.ip_address(ipname.rstrip())
+    return bool(ip.packed == host_ip.packed)
+
+
+def match_hostname(
+    cert: _TYPE_PEER_CERT_RET_DICT | None,
+    hostname: str,
+    hostname_checks_common_name: bool = False,
+) -> None:
+    """Verify that *cert* (in decoded format as returned by
+    SSLSocket.getpeercert()) matches the *hostname*.  RFC 2818 and RFC 6125
+    rules are followed, but IP addresses are not accepted for *hostname*.
+
+    CertificateError is raised on failure. On success, the function
+    returns nothing.
+    """
+    if not cert:
+        raise ValueError(
+            "empty or no certificate, match_hostname needs a "
+            "SSL socket or SSL context with either "
+            "CERT_OPTIONAL or CERT_REQUIRED"
+        )
+    try:
+        # Divergence from upstream: ipaddress can't handle byte str
+        #
+        # The ipaddress module shipped with Python < 3.9 does not support
+        # scoped IPv6 addresses so we unconditionally strip the Zone IDs for
+        # now. Once we drop support for Python 3.9 we can remove this branch.
+        if "%" in hostname:
+            host_ip = ipaddress.ip_address(hostname[: hostname.rfind("%")])
+        else:
+            host_ip = ipaddress.ip_address(hostname)
+
+    except ValueError:
+        # Not an IP address (common case)
+        host_ip = None
+    dnsnames = []
+    san: tuple[tuple[str, str], ...] = cert.get("subjectAltName", ())
+    key: str
+    value: str
+    for key, value in san:
+        if key == "DNS":
+            if host_ip is None and _dnsname_match(value, hostname):
+                return
+            dnsnames.append(value)
+        elif key == "IP Address":
+            if host_ip is not None and _ipaddress_match(value, host_ip):
+                return
+            dnsnames.append(value)
+
+    # We only check 'commonName' if it's enabled and we're not verifying
+    # an IP address. IP addresses aren't valid within 'commonName'.
+    if hostname_checks_common_name and host_ip is None and not dnsnames:
+        for sub in cert.get("subject", ()):
+            for key, value in sub:
+                if key == "commonName":
+                    if _dnsname_match(value, hostname):
+                        return
+                    dnsnames.append(value)
+
+    if len(dnsnames) > 1:
+        raise CertificateError(
+            "hostname %r "
+            "doesn't match either of %s" % (hostname, ", ".join(map(repr, dnsnames)))
+        )
+    elif len(dnsnames) == 1:
+        raise CertificateError(f"hostname {hostname!r} doesn't match {dnsnames[0]!r}")
+    else:
+        raise CertificateError("no appropriate subjectAltName fields were found")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
new file mode 100644
index 000000000..b52c477c7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
@@ -0,0 +1,279 @@
+from __future__ import annotations
+
+import io
+import socket
+import ssl
+import typing
+
+from ..exceptions import ProxySchemeUnsupported
+
+if typing.TYPE_CHECKING:
+    from typing_extensions import Self
+
+    from .ssl_ import _TYPE_PEER_CERT_RET, _TYPE_PEER_CERT_RET_DICT
+
+
+_WriteBuffer = typing.Union[bytearray, memoryview]
+_ReturnValue = typing.TypeVar("_ReturnValue")
+
+SSL_BLOCKSIZE = 16384
+
+
+class SSLTransport:
+    """
+    The SSLTransport wraps an existing socket and establishes an SSL connection.
+
+    Contrary to Python's implementation of SSLSocket, it allows you to chain
+    multiple TLS connections together. It's particularly useful if you need to
+    implement TLS within TLS.
+
+    The class supports most of the socket API operations.
+    """
+
+    @staticmethod
+    def _validate_ssl_context_for_tls_in_tls(ssl_context: ssl.SSLContext) -> None:
+        """
+        Raises a ProxySchemeUnsupported if the provided ssl_context can't be used
+        for TLS in TLS.
+
+        The only requirement is that the ssl_context provides the 'wrap_bio'
+        methods.
+        """
+
+        if not hasattr(ssl_context, "wrap_bio"):
+            raise ProxySchemeUnsupported(
+                "TLS in TLS requires SSLContext.wrap_bio() which isn't "
+                "available on non-native SSLContext"
+            )
+
+    def __init__(
+        self,
+        socket: socket.socket,
+        ssl_context: ssl.SSLContext,
+        server_hostname: str | None = None,
+        suppress_ragged_eofs: bool = True,
+    ) -> None:
+        """
+        Create an SSLTransport around socket using the provided ssl_context.
+        """
+        self.incoming = ssl.MemoryBIO()
+        self.outgoing = ssl.MemoryBIO()
+
+        self.suppress_ragged_eofs = suppress_ragged_eofs
+        self.socket = socket
+
+        self.sslobj = ssl_context.wrap_bio(
+            self.incoming, self.outgoing, server_hostname=server_hostname
+        )
+
+        # Perform initial handshake.
+        self._ssl_io_loop(self.sslobj.do_handshake)
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(self, *_: typing.Any) -> None:
+        self.close()
+
+    def fileno(self) -> int:
+        return self.socket.fileno()
+
+    def read(self, len: int = 1024, buffer: typing.Any | None = None) -> int | bytes:
+        return self._wrap_ssl_read(len, buffer)
+
+    def recv(self, buflen: int = 1024, flags: int = 0) -> int | bytes:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to recv")
+        return self._wrap_ssl_read(buflen)
+
+    def recv_into(
+        self,
+        buffer: _WriteBuffer,
+        nbytes: int | None = None,
+        flags: int = 0,
+    ) -> None | int | bytes:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to recv_into")
+        if nbytes is None:
+            nbytes = len(buffer)
+        return self.read(nbytes, buffer)
+
+    def sendall(self, data: bytes, flags: int = 0) -> None:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to sendall")
+        count = 0
+        with memoryview(data) as view, view.cast("B") as byte_view:
+            amount = len(byte_view)
+            while count < amount:
+                v = self.send(byte_view[count:])
+                count += v
+
+    def send(self, data: bytes, flags: int = 0) -> int:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to send")
+        return self._ssl_io_loop(self.sslobj.write, data)
+
+    def makefile(
+        self,
+        mode: str,
+        buffering: int | None = None,
+        *,
+        encoding: str | None = None,
+        errors: str | None = None,
+        newline: str | None = None,
+    ) -> typing.BinaryIO | typing.TextIO | socket.SocketIO:
+        """
+        Python's httpclient uses makefile and buffered io when reading HTTP
+        messages and we need to support it.
+
+        This is unfortunately a copy and paste of socket.py makefile with small
+        changes to point to the socket directly.
+        """
+        if not set(mode) <= {"r", "w", "b"}:
+            raise ValueError(f"invalid mode {mode!r} (only r, w, b allowed)")
+
+        writing = "w" in mode
+        reading = "r" in mode or not writing
+        assert reading or writing
+        binary = "b" in mode
+        rawmode = ""
+        if reading:
+            rawmode += "r"
+        if writing:
+            rawmode += "w"
+        raw = socket.SocketIO(self, rawmode)  # type: ignore[arg-type]
+        self.socket._io_refs += 1  # type: ignore[attr-defined]
+        if buffering is None:
+            buffering = -1
+        if buffering < 0:
+            buffering = io.DEFAULT_BUFFER_SIZE
+        if buffering == 0:
+            if not binary:
+                raise ValueError("unbuffered streams must be binary")
+            return raw
+        buffer: typing.BinaryIO
+        if reading and writing:
+            buffer = io.BufferedRWPair(raw, raw, buffering)  # type: ignore[assignment]
+        elif reading:
+            buffer = io.BufferedReader(raw, buffering)
+        else:
+            assert writing
+            buffer = io.BufferedWriter(raw, buffering)
+        if binary:
+            return buffer
+        text = io.TextIOWrapper(buffer, encoding, errors, newline)
+        text.mode = mode  # type: ignore[misc]
+        return text
+
+    def unwrap(self) -> None:
+        self._ssl_io_loop(self.sslobj.unwrap)
+
+    def close(self) -> None:
+        self.socket.close()
+
+    @typing.overload
+    def getpeercert(
+        self, binary_form: typing.Literal[False] = ...
+    ) -> _TYPE_PEER_CERT_RET_DICT | None:
+        ...
+
+    @typing.overload
+    def getpeercert(self, binary_form: typing.Literal[True]) -> bytes | None:
+        ...
+
+    def getpeercert(self, binary_form: bool = False) -> _TYPE_PEER_CERT_RET:
+        return self.sslobj.getpeercert(binary_form)  # type: ignore[return-value]
+
+    def version(self) -> str | None:
+        return self.sslobj.version()
+
+    def cipher(self) -> tuple[str, str, int] | None:
+        return self.sslobj.cipher()
+
+    def selected_alpn_protocol(self) -> str | None:
+        return self.sslobj.selected_alpn_protocol()
+
+    def selected_npn_protocol(self) -> str | None:
+        return self.sslobj.selected_npn_protocol()
+
+    def shared_ciphers(self) -> list[tuple[str, str, int]] | None:
+        return self.sslobj.shared_ciphers()
+
+    def compression(self) -> str | None:
+        return self.sslobj.compression()
+
+    def settimeout(self, value: float | None) -> None:
+        self.socket.settimeout(value)
+
+    def gettimeout(self) -> float | None:
+        return self.socket.gettimeout()
+
+    def _decref_socketios(self) -> None:
+        self.socket._decref_socketios()  # type: ignore[attr-defined]
+
+    def _wrap_ssl_read(self, len: int, buffer: bytearray | None = None) -> int | bytes:
+        try:
+            return self._ssl_io_loop(self.sslobj.read, len, buffer)
+        except ssl.SSLError as e:
+            if e.errno == ssl.SSL_ERROR_EOF and self.suppress_ragged_eofs:
+                return 0  # eof, return 0.
+            else:
+                raise
+
+    # func is sslobj.do_handshake or sslobj.unwrap
+    @typing.overload
+    def _ssl_io_loop(self, func: typing.Callable[[], None]) -> None:
+        ...
+
+    # func is sslobj.write, arg1 is data
+    @typing.overload
+    def _ssl_io_loop(self, func: typing.Callable[[bytes], int], arg1: bytes) -> int:
+        ...
+
+    # func is sslobj.read, arg1 is len, arg2 is buffer
+    @typing.overload
+    def _ssl_io_loop(
+        self,
+        func: typing.Callable[[int, bytearray | None], bytes],
+        arg1: int,
+        arg2: bytearray | None,
+    ) -> bytes:
+        ...
+
+    def _ssl_io_loop(
+        self,
+        func: typing.Callable[..., _ReturnValue],
+        arg1: None | bytes | int = None,
+        arg2: bytearray | None = None,
+    ) -> _ReturnValue:
+        """Performs an I/O loop between incoming/outgoing and the socket."""
+        should_loop = True
+        ret = None
+
+        while should_loop:
+            errno = None
+            try:
+                if arg1 is None and arg2 is None:
+                    ret = func()
+                elif arg2 is None:
+                    ret = func(arg1)
+                else:
+                    ret = func(arg1, arg2)
+            except ssl.SSLError as e:
+                if e.errno not in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE):
+                    # WANT_READ, and WANT_WRITE are expected, others are not.
+                    raise e
+                errno = e.errno
+
+            buf = self.outgoing.read()
+            self.socket.sendall(buf)
+
+            if errno is None:
+                should_loop = False
+            elif errno == ssl.SSL_ERROR_WANT_READ:
+                buf = self.socket.recv(SSL_BLOCKSIZE)
+                if buf:
+                    self.incoming.write(buf)
+                else:
+                    self.incoming.write_eof()
+        return typing.cast(_ReturnValue, ret)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
new file mode 100644
index 000000000..4bb1be11d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
@@ -0,0 +1,275 @@
+from __future__ import annotations
+
+import time
+import typing
+from enum import Enum
+from socket import getdefaulttimeout
+
+from ..exceptions import TimeoutStateError
+
+if typing.TYPE_CHECKING:
+    from typing import Final
+
+
+class _TYPE_DEFAULT(Enum):
+    # This value should never be passed to socket.settimeout() so for safety we use a -1.
+    # socket.settimout() raises a ValueError for negative values.
+    token = -1
+
+
+_DEFAULT_TIMEOUT: Final[_TYPE_DEFAULT] = _TYPE_DEFAULT.token
+
+_TYPE_TIMEOUT = typing.Optional[typing.Union[float, _TYPE_DEFAULT]]
+
+
+class Timeout:
+    """Timeout configuration.
+
+    Timeouts can be defined as a default for a pool:
+
+    .. code-block:: python
+
+        import urllib3
+
+        timeout = urllib3.util.Timeout(connect=2.0, read=7.0)
+
+        http = urllib3.PoolManager(timeout=timeout)
+
+        resp = http.request("GET", "https://example.com/")
+
+        print(resp.status)
+
+    Or per-request (which overrides the default for the pool):
+
+    .. code-block:: python
+
+       response = http.request("GET", "https://example.com/", timeout=Timeout(10))
+
+    Timeouts can be disabled by setting all the parameters to ``None``:
+
+    .. code-block:: python
+
+       no_timeout = Timeout(connect=None, read=None)
+       response = http.request("GET", "https://example.com/", timeout=no_timeout)
+
+
+    :param total:
+        This combines the connect and read timeouts into one; the read timeout
+        will be set to the time leftover from the connect attempt. In the
+        event that both a connect timeout and a total are specified, or a read
+        timeout and a total are specified, the shorter timeout will be applied.
+
+        Defaults to None.
+
+    :type total: int, float, or None
+
+    :param connect:
+        The maximum amount of time (in seconds) to wait for a connection
+        attempt to a server to succeed. Omitting the parameter will default the
+        connect timeout to the system default, probably `the global default
+        timeout in socket.py
+        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
+        None will set an infinite timeout for connection attempts.
+
+    :type connect: int, float, or None
+
+    :param read:
+        The maximum amount of time (in seconds) to wait between consecutive
+        read operations for a response from the server. Omitting the parameter
+        will default the read timeout to the system default, probably `the
+        global default timeout in socket.py
+        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
+        None will set an infinite timeout.
+
+    :type read: int, float, or None
+
+    .. note::
+
+        Many factors can affect the total amount of time for urllib3 to return
+        an HTTP response.
+
+        For example, Python's DNS resolver does not obey the timeout specified
+        on the socket. Other factors that can affect total request time include
+        high CPU load, high swap, the program running at a low priority level,
+        or other behaviors.
+
+        In addition, the read and total timeouts only measure the time between
+        read operations on the socket connecting the client and the server,
+        not the total amount of time for the request to return a complete
+        response. For most requests, the timeout is raised because the server
+        has not sent the first byte in the specified time. This is not always
+        the case; if a server streams one byte every fifteen seconds, a timeout
+        of 20 seconds will not trigger, even though the request will take
+        several minutes to complete.
+    """
+
+    #: A sentinel object representing the default timeout value
+    DEFAULT_TIMEOUT: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT
+
+    def __init__(
+        self,
+        total: _TYPE_TIMEOUT = None,
+        connect: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        read: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+    ) -> None:
+        self._connect = self._validate_timeout(connect, "connect")
+        self._read = self._validate_timeout(read, "read")
+        self.total = self._validate_timeout(total, "total")
+        self._start_connect: float | None = None
+
+    def __repr__(self) -> str:
+        return f"{type(self).__name__}(connect={self._connect!r}, read={self._read!r}, total={self.total!r})"
+
+    # __str__ provided for backwards compatibility
+    __str__ = __repr__
+
+    @staticmethod
+    def resolve_default_timeout(timeout: _TYPE_TIMEOUT) -> float | None:
+        return getdefaulttimeout() if timeout is _DEFAULT_TIMEOUT else timeout
+
+    @classmethod
+    def _validate_timeout(cls, value: _TYPE_TIMEOUT, name: str) -> _TYPE_TIMEOUT:
+        """Check that a timeout attribute is valid.
+
+        :param value: The timeout value to validate
+        :param name: The name of the timeout attribute to validate. This is
+            used to specify in error messages.
+        :return: The validated and casted version of the given value.
+        :raises ValueError: If it is a numeric value less than or equal to
+            zero, or the type is not an integer, float, or None.
+        """
+        if value is None or value is _DEFAULT_TIMEOUT:
+            return value
+
+        if isinstance(value, bool):
+            raise ValueError(
+                "Timeout cannot be a boolean value. It must "
+                "be an int, float or None."
+            )
+        try:
+            float(value)
+        except (TypeError, ValueError):
+            raise ValueError(
+                "Timeout value %s was %s, but it must be an "
+                "int, float or None." % (name, value)
+            ) from None
+
+        try:
+            if value <= 0:
+                raise ValueError(
+                    "Attempted to set %s timeout to %s, but the "
+                    "timeout cannot be set to a value less "
+                    "than or equal to 0." % (name, value)
+                )
+        except TypeError:
+            raise ValueError(
+                "Timeout value %s was %s, but it must be an "
+                "int, float or None." % (name, value)
+            ) from None
+
+        return value
+
+    @classmethod
+    def from_float(cls, timeout: _TYPE_TIMEOUT) -> Timeout:
+        """Create a new Timeout from a legacy timeout value.
+
+        The timeout value used by httplib.py sets the same timeout on the
+        connect(), and recv() socket requests. This creates a :class:`Timeout`
+        object that sets the individual timeouts to the ``timeout`` value
+        passed to this function.
+
+        :param timeout: The legacy timeout value.
+        :type timeout: integer, float, :attr:`urllib3.util.Timeout.DEFAULT_TIMEOUT`, or None
+        :return: Timeout object
+        :rtype: :class:`Timeout`
+        """
+        return Timeout(read=timeout, connect=timeout)
+
+    def clone(self) -> Timeout:
+        """Create a copy of the timeout object
+
+        Timeout properties are stored per-pool but each request needs a fresh
+        Timeout object to ensure each one has its own start/stop configured.
+
+        :return: a copy of the timeout object
+        :rtype: :class:`Timeout`
+        """
+        # We can't use copy.deepcopy because that will also create a new object
+        # for _GLOBAL_DEFAULT_TIMEOUT, which socket.py uses as a sentinel to
+        # detect the user default.
+        return Timeout(connect=self._connect, read=self._read, total=self.total)
+
+    def start_connect(self) -> float:
+        """Start the timeout clock, used during a connect() attempt
+
+        :raises urllib3.exceptions.TimeoutStateError: if you attempt
+            to start a timer that has been started already.
+        """
+        if self._start_connect is not None:
+            raise TimeoutStateError("Timeout timer has already been started.")
+        self._start_connect = time.monotonic()
+        return self._start_connect
+
+    def get_connect_duration(self) -> float:
+        """Gets the time elapsed since the call to :meth:`start_connect`.
+
+        :return: Elapsed time in seconds.
+        :rtype: float
+        :raises urllib3.exceptions.TimeoutStateError: if you attempt
+            to get duration for a timer that hasn't been started.
+        """
+        if self._start_connect is None:
+            raise TimeoutStateError(
+                "Can't get connect duration for timer that has not started."
+            )
+        return time.monotonic() - self._start_connect
+
+    @property
+    def connect_timeout(self) -> _TYPE_TIMEOUT:
+        """Get the value to use when setting a connection timeout.
+
+        This will be a positive float or integer, the value None
+        (never timeout), or the default system timeout.
+
+        :return: Connect timeout.
+        :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
+        """
+        if self.total is None:
+            return self._connect
+
+        if self._connect is None or self._connect is _DEFAULT_TIMEOUT:
+            return self.total
+
+        return min(self._connect, self.total)  # type: ignore[type-var]
+
+    @property
+    def read_timeout(self) -> float | None:
+        """Get the value for the read timeout.
+
+        This assumes some time has elapsed in the connection timeout and
+        computes the read timeout appropriately.
+
+        If self.total is set, the read timeout is dependent on the amount of
+        time taken by the connect timeout. If the connection time has not been
+        established, a :exc:`~urllib3.exceptions.TimeoutStateError` will be
+        raised.
+
+        :return: Value to use for the read timeout.
+        :rtype: int, float or None
+        :raises urllib3.exceptions.TimeoutStateError: If :meth:`start_connect`
+            has not yet been called on this object.
+        """
+        if (
+            self.total is not None
+            and self.total is not _DEFAULT_TIMEOUT
+            and self._read is not None
+            and self._read is not _DEFAULT_TIMEOUT
+        ):
+            # In case the connect timeout has not yet been established.
+            if self._start_connect is None:
+                return self._read
+            return max(0, min(self.total - self.get_connect_duration(), self._read))
+        elif self.total is not None and self.total is not _DEFAULT_TIMEOUT:
+            return max(0, self.total - self.get_connect_duration())
+        else:
+            return self.resolve_default_timeout(self._read)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
new file mode 100644
index 000000000..d53ea932a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
@@ -0,0 +1,471 @@
+from __future__ import annotations
+
+import re
+import typing
+
+from ..exceptions import LocationParseError
+from .util import to_str
+
+# We only want to normalize urls with an HTTP(S) scheme.
+# urllib3 infers URLs without a scheme (None) to be http.
+_NORMALIZABLE_SCHEMES = ("http", "https", None)
+
+# Almost all of these patterns were derived from the
+# 'rfc3986' module: https://github.com/python-hyper/rfc3986
+_PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
+_SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
+_URI_RE = re.compile(
+    r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
+    r"(?://([^\\/?#]*))?"
+    r"([^?#]*)"
+    r"(?:\?([^#]*))?"
+    r"(?:#(.*))?$",
+    re.UNICODE | re.DOTALL,
+)
+
+_IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
+_HEX_PAT = "[0-9A-Fa-f]{1,4}"
+_LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=_HEX_PAT, ipv4=_IPV4_PAT)
+_subs = {"hex": _HEX_PAT, "ls32": _LS32_PAT}
+_variations = [
+    #                            6( h16 ":" ) ls32
+    "(?:%(hex)s:){6}%(ls32)s",
+    #                       "::" 5( h16 ":" ) ls32
+    "::(?:%(hex)s:){5}%(ls32)s",
+    # [               h16 ] "::" 4( h16 ":" ) ls32
+    "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
+    # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
+    "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
+    # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
+    "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
+    # [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
+    "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
+    # [ *4( h16 ":" ) h16 ] "::"              ls32
+    "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
+    # [ *5( h16 ":" ) h16 ] "::"              h16
+    "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
+    # [ *6( h16 ":" ) h16 ] "::"
+    "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
+]
+
+_UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._\-~"
+_IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
+_ZONE_ID_PAT = "(?:%25|%)(?:[" + _UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
+_IPV6_ADDRZ_PAT = r"\[" + _IPV6_PAT + r"(?:" + _ZONE_ID_PAT + r")?\]"
+_REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
+_TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
+
+_IPV4_RE = re.compile("^" + _IPV4_PAT + "$")
+_IPV6_RE = re.compile("^" + _IPV6_PAT + "$")
+_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT + "$")
+_BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT[2:-2] + "$")
+_ZONE_ID_RE = re.compile("(" + _ZONE_ID_PAT + r")\]$")
+
+_HOST_PORT_PAT = ("^(%s|%s|%s)(?::0*?(|0|[1-9][0-9]{0,4}))?$") % (
+    _REG_NAME_PAT,
+    _IPV4_PAT,
+    _IPV6_ADDRZ_PAT,
+)
+_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
+
+_UNRESERVED_CHARS = set(
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
+)
+_SUB_DELIM_CHARS = set("!$&'()*+,;=")
+_USERINFO_CHARS = _UNRESERVED_CHARS | _SUB_DELIM_CHARS | {":"}
+_PATH_CHARS = _USERINFO_CHARS | {"@", "/"}
+_QUERY_CHARS = _FRAGMENT_CHARS = _PATH_CHARS | {"?"}
+
+
+class Url(
+    typing.NamedTuple(
+        "Url",
+        [
+            ("scheme", typing.Optional[str]),
+            ("auth", typing.Optional[str]),
+            ("host", typing.Optional[str]),
+            ("port", typing.Optional[int]),
+            ("path", typing.Optional[str]),
+            ("query", typing.Optional[str]),
+            ("fragment", typing.Optional[str]),
+        ],
+    )
+):
+    """
+    Data structure for representing an HTTP URL. Used as a return value for
+    :func:`parse_url`. Both the scheme and host are normalized as they are
+    both case-insensitive according to RFC 3986.
+    """
+
+    def __new__(  # type: ignore[no-untyped-def]
+        cls,
+        scheme: str | None = None,
+        auth: str | None = None,
+        host: str | None = None,
+        port: int | None = None,
+        path: str | None = None,
+        query: str | None = None,
+        fragment: str | None = None,
+    ):
+        if path and not path.startswith("/"):
+            path = "/" + path
+        if scheme is not None:
+            scheme = scheme.lower()
+        return super().__new__(cls, scheme, auth, host, port, path, query, fragment)
+
+    @property
+    def hostname(self) -> str | None:
+        """For backwards-compatibility with urlparse. We're nice like that."""
+        return self.host
+
+    @property
+    def request_uri(self) -> str:
+        """Absolute path including the query string."""
+        uri = self.path or "/"
+
+        if self.query is not None:
+            uri += "?" + self.query
+
+        return uri
+
+    @property
+    def authority(self) -> str | None:
+        """
+        Authority component as defined in RFC 3986 3.2.
+        This includes userinfo (auth), host and port.
+
+        i.e.
+            userinfo@host:port
+        """
+        userinfo = self.auth
+        netloc = self.netloc
+        if netloc is None or userinfo is None:
+            return netloc
+        else:
+            return f"{userinfo}@{netloc}"
+
+    @property
+    def netloc(self) -> str | None:
+        """
+        Network location including host and port.
+
+        If you need the equivalent of urllib.parse's ``netloc``,
+        use the ``authority`` property instead.
+        """
+        if self.host is None:
+            return None
+        if self.port:
+            return f"{self.host}:{self.port}"
+        return self.host
+
+    @property
+    def url(self) -> str:
+        """
+        Convert self into a url
+
+        This function should more or less round-trip with :func:`.parse_url`. The
+        returned url may not be exactly the same as the url inputted to
+        :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
+        with a blank port will have : removed).
+
+        Example:
+
+        .. code-block:: python
+
+            import urllib3
+
+            U = urllib3.util.parse_url("https://google.com/mail/")
+
+            print(U.url)
+            # "https://google.com/mail/"
+
+            print( urllib3.util.Url("https", "username:password",
+                                    "host.com", 80, "/path", "query", "fragment"
+                                    ).url
+                )
+            # "https://username:password@host.com:80/path?query#fragment"
+        """
+        scheme, auth, host, port, path, query, fragment = self
+        url = ""
+
+        # We use "is not None" we want things to happen with empty strings (or 0 port)
+        if scheme is not None:
+            url += scheme + "://"
+        if auth is not None:
+            url += auth + "@"
+        if host is not None:
+            url += host
+        if port is not None:
+            url += ":" + str(port)
+        if path is not None:
+            url += path
+        if query is not None:
+            url += "?" + query
+        if fragment is not None:
+            url += "#" + fragment
+
+        return url
+
+    def __str__(self) -> str:
+        return self.url
+
+
+@typing.overload
+def _encode_invalid_chars(
+    component: str, allowed_chars: typing.Container[str]
+) -> str:  # Abstract
+    ...
+
+
+@typing.overload
+def _encode_invalid_chars(
+    component: None, allowed_chars: typing.Container[str]
+) -> None:  # Abstract
+    ...
+
+
+def _encode_invalid_chars(
+    component: str | None, allowed_chars: typing.Container[str]
+) -> str | None:
+    """Percent-encodes a URI component without reapplying
+    onto an already percent-encoded component.
+    """
+    if component is None:
+        return component
+
+    component = to_str(component)
+
+    # Normalize existing percent-encoded bytes.
+    # Try to see if the component we're encoding is already percent-encoded
+    # so we can skip all '%' characters but still encode all others.
+    component, percent_encodings = _PERCENT_RE.subn(
+        lambda match: match.group(0).upper(), component
+    )
+
+    uri_bytes = component.encode("utf-8", "surrogatepass")
+    is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
+    encoded_component = bytearray()
+
+    for i in range(0, len(uri_bytes)):
+        # Will return a single character bytestring
+        byte = uri_bytes[i : i + 1]
+        byte_ord = ord(byte)
+        if (is_percent_encoded and byte == b"%") or (
+            byte_ord < 128 and byte.decode() in allowed_chars
+        ):
+            encoded_component += byte
+            continue
+        encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
+
+    return encoded_component.decode()
+
+
+def _remove_path_dot_segments(path: str) -> str:
+    # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
+    segments = path.split("/")  # Turn the path into a list of segments
+    output = []  # Initialize the variable to use to store output
+
+    for segment in segments:
+        # '.' is the current directory, so ignore it, it is superfluous
+        if segment == ".":
+            continue
+        # Anything other than '..', should be appended to the output
+        if segment != "..":
+            output.append(segment)
+        # In this case segment == '..', if we can, we should pop the last
+        # element
+        elif output:
+            output.pop()
+
+    # If the path starts with '/' and the output is empty or the first string
+    # is non-empty
+    if path.startswith("/") and (not output or output[0]):
+        output.insert(0, "")
+
+    # If the path starts with '/.' or '/..' ensure we add one more empty
+    # string to add a trailing '/'
+    if path.endswith(("/.", "/..")):
+        output.append("")
+
+    return "/".join(output)
+
+
+@typing.overload
+def _normalize_host(host: None, scheme: str | None) -> None:
+    ...
+
+
+@typing.overload
+def _normalize_host(host: str, scheme: str | None) -> str:
+    ...
+
+
+def _normalize_host(host: str | None, scheme: str | None) -> str | None:
+    if host:
+        if scheme in _NORMALIZABLE_SCHEMES:
+            is_ipv6 = _IPV6_ADDRZ_RE.match(host)
+            if is_ipv6:
+                # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
+                # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
+                # separator as necessary to return a valid RFC 4007 scoped IP.
+                match = _ZONE_ID_RE.search(host)
+                if match:
+                    start, end = match.span(1)
+                    zone_id = host[start:end]
+
+                    if zone_id.startswith("%25") and zone_id != "%25":
+                        zone_id = zone_id[3:]
+                    else:
+                        zone_id = zone_id[1:]
+                    zone_id = _encode_invalid_chars(zone_id, _UNRESERVED_CHARS)
+                    return f"{host[:start].lower()}%{zone_id}{host[end:]}"
+                else:
+                    return host.lower()
+            elif not _IPV4_RE.match(host):
+                return to_str(
+                    b".".join([_idna_encode(label) for label in host.split(".")]),
+                    "ascii",
+                )
+    return host
+
+
+def _idna_encode(name: str) -> bytes:
+    if not name.isascii():
+        try:
+            import idna
+        except ImportError:
+            raise LocationParseError(
+                "Unable to parse URL without the 'idna' module"
+            ) from None
+
+        try:
+            return idna.encode(name.lower(), strict=True, std3_rules=True)
+        except idna.IDNAError:
+            raise LocationParseError(
+                f"Name '{name}' is not a valid IDNA label"
+            ) from None
+
+    return name.lower().encode("ascii")
+
+
+def _encode_target(target: str) -> str:
+    """Percent-encodes a request target so that there are no invalid characters
+
+    Pre-condition for this function is that 'target' must start with '/'.
+    If that is the case then _TARGET_RE will always produce a match.
+    """
+    match = _TARGET_RE.match(target)
+    if not match:  # Defensive:
+        raise LocationParseError(f"{target!r} is not a valid request URI")
+
+    path, query = match.groups()
+    encoded_target = _encode_invalid_chars(path, _PATH_CHARS)
+    if query is not None:
+        query = _encode_invalid_chars(query, _QUERY_CHARS)
+        encoded_target += "?" + query
+    return encoded_target
+
+
+def parse_url(url: str) -> Url:
+    """
+    Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
+    performed to parse incomplete urls. Fields not provided will be None.
+    This parser is RFC 3986 and RFC 6874 compliant.
+
+    The parser logic and helper functions are based heavily on
+    work done in the ``rfc3986`` module.
+
+    :param str url: URL to parse into a :class:`.Url` namedtuple.
+
+    Partly backwards-compatible with :mod:`urllib.parse`.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        print( urllib3.util.parse_url('http://google.com/mail/'))
+        # Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
+
+        print( urllib3.util.parse_url('google.com:80'))
+        # Url(scheme=None, host='google.com', port=80, path=None, ...)
+
+        print( urllib3.util.parse_url('/foo?bar'))
+        # Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
+    """
+    if not url:
+        # Empty
+        return Url()
+
+    source_url = url
+    if not _SCHEME_RE.search(url):
+        url = "//" + url
+
+    scheme: str | None
+    authority: str | None
+    auth: str | None
+    host: str | None
+    port: str | None
+    port_int: int | None
+    path: str | None
+    query: str | None
+    fragment: str | None
+
+    try:
+        scheme, authority, path, query, fragment = _URI_RE.match(url).groups()  # type: ignore[union-attr]
+        normalize_uri = scheme is None or scheme.lower() in _NORMALIZABLE_SCHEMES
+
+        if scheme:
+            scheme = scheme.lower()
+
+        if authority:
+            auth, _, host_port = authority.rpartition("@")
+            auth = auth or None
+            host, port = _HOST_PORT_RE.match(host_port).groups()  # type: ignore[union-attr]
+            if auth and normalize_uri:
+                auth = _encode_invalid_chars(auth, _USERINFO_CHARS)
+            if port == "":
+                port = None
+        else:
+            auth, host, port = None, None, None
+
+        if port is not None:
+            port_int = int(port)
+            if not (0 <= port_int <= 65535):
+                raise LocationParseError(url)
+        else:
+            port_int = None
+
+        host = _normalize_host(host, scheme)
+
+        if normalize_uri and path:
+            path = _remove_path_dot_segments(path)
+            path = _encode_invalid_chars(path, _PATH_CHARS)
+        if normalize_uri and query:
+            query = _encode_invalid_chars(query, _QUERY_CHARS)
+        if normalize_uri and fragment:
+            fragment = _encode_invalid_chars(fragment, _FRAGMENT_CHARS)
+
+    except (ValueError, AttributeError) as e:
+        raise LocationParseError(source_url) from e
+
+    # For the sake of backwards compatibility we put empty
+    # string values for path if there are any defined values
+    # beyond the path in the URL.
+    # TODO: Remove this when we break backwards compatibility.
+    if not path:
+        if query is not None or fragment is not None:
+            path = ""
+        else:
+            path = None
+
+    return Url(
+        scheme=scheme,
+        auth=auth,
+        host=host,
+        port=port_int,
+        path=path,
+        query=query,
+        fragment=fragment,
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
new file mode 100644
index 000000000..35c77e402
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
@@ -0,0 +1,42 @@
+from __future__ import annotations
+
+import typing
+from types import TracebackType
+
+
+def to_bytes(
+    x: str | bytes, encoding: str | None = None, errors: str | None = None
+) -> bytes:
+    if isinstance(x, bytes):
+        return x
+    elif not isinstance(x, str):
+        raise TypeError(f"not expecting type {type(x).__name__}")
+    if encoding or errors:
+        return x.encode(encoding or "utf-8", errors=errors or "strict")
+    return x.encode()
+
+
+def to_str(
+    x: str | bytes, encoding: str | None = None, errors: str | None = None
+) -> str:
+    if isinstance(x, str):
+        return x
+    elif not isinstance(x, bytes):
+        raise TypeError(f"not expecting type {type(x).__name__}")
+    if encoding or errors:
+        return x.decode(encoding or "utf-8", errors=errors or "strict")
+    return x.decode()
+
+
+def reraise(
+    tp: type[BaseException] | None,
+    value: BaseException,
+    tb: TracebackType | None = None,
+) -> typing.NoReturn:
+    try:
+        if value.__traceback__ is not tb:
+            raise value.with_traceback(tb)
+        raise value
+    finally:
+        value = None  # type: ignore[assignment]
+        tb = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
new file mode 100644
index 000000000..aeca0c7ad
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
@@ -0,0 +1,124 @@
+from __future__ import annotations
+
+import select
+import socket
+from functools import partial
+
+__all__ = ["wait_for_read", "wait_for_write"]
+
+
+# How should we wait on sockets?
+#
+# There are two types of APIs you can use for waiting on sockets: the fancy
+# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
+# select/poll. The stateful APIs are more efficient when you have a lots of
+# sockets to keep track of, because you can set them up once and then use them
+# lots of times. But we only ever want to wait on a single socket at a time
+# and don't want to keep track of state, so the stateless APIs are actually
+# more efficient. So we want to use select() or poll().
+#
+# Now, how do we choose between select() and poll()? On traditional Unixes,
+# select() has a strange calling convention that makes it slow, or fail
+# altogether, for high-numbered file descriptors. The point of poll() is to fix
+# that, so on Unixes, we prefer poll().
+#
+# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
+# for it), but that's OK, because on Windows, select() doesn't have this
+# strange calling convention; plain select() works fine.
+#
+# So: on Windows we use select(), and everywhere else we use poll(). We also
+# fall back to select() in case poll() is somehow broken or missing.
+
+
+def select_wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    rcheck = []
+    wcheck = []
+    if read:
+        rcheck.append(sock)
+    if write:
+        wcheck.append(sock)
+    # When doing a non-blocking connect, most systems signal success by
+    # marking the socket writable. Windows, though, signals success by marked
+    # it as "exceptional". We paper over the difference by checking the write
+    # sockets for both conditions. (The stdlib selectors module does the same
+    # thing.)
+    fn = partial(select.select, rcheck, wcheck, wcheck)
+    rready, wready, xready = fn(timeout)
+    return bool(rready or wready or xready)
+
+
+def poll_wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    mask = 0
+    if read:
+        mask |= select.POLLIN
+    if write:
+        mask |= select.POLLOUT
+    poll_obj = select.poll()
+    poll_obj.register(sock, mask)
+
+    # For some reason, poll() takes timeout in milliseconds
+    def do_poll(t: float | None) -> list[tuple[int, int]]:
+        if t is not None:
+            t *= 1000
+        return poll_obj.poll(t)
+
+    return bool(do_poll(timeout))
+
+
+def _have_working_poll() -> bool:
+    # Apparently some systems have a select.poll that fails as soon as you try
+    # to use it, either due to strange configuration or broken monkeypatching
+    # from libraries like eventlet/greenlet.
+    try:
+        poll_obj = select.poll()
+        poll_obj.poll(0)
+    except (AttributeError, OSError):
+        return False
+    else:
+        return True
+
+
+def wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    # We delay choosing which implementation to use until the first time we're
+    # called. We could do it at import time, but then we might make the wrong
+    # decision if someone goes wild with monkeypatching select.poll after
+    # we're imported.
+    global wait_for_socket
+    if _have_working_poll():
+        wait_for_socket = poll_wait_for_socket
+    elif hasattr(select, "select"):
+        wait_for_socket = select_wait_for_socket
+    return wait_for_socket(sock, read, write, timeout)
+
+
+def wait_for_read(sock: socket.socket, timeout: float | None = None) -> bool:
+    """Waits for reading to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, read=True, timeout=timeout)
+
+
+def wait_for_write(sock: socket.socket, timeout: float | None = None) -> bool:
+    """Waits for writing to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, write=True, timeout=timeout)
diff --git a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
index 98a366a41..87558f93b 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
@@ -37,4 +37,3 @@ def __init__(self, scope: Construct, construct_id: str, stack_suffix,
             delivery_destination_arn=cfn_delivery_destination.attr_arn,
             delivery_source_name=cfn_delivery_source.name,
         )
-        self.cloudwatch_log_tail_command = 
\ No newline at end of file

From d8e98e3dc58ca88cb2d9cc03af80a78ce4f05c98 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 23:09:04 +0100
Subject: [PATCH 13/37] updated README.md and fix issue in app.py

---
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 .../layers/python/events/__init__.py          |    9 -
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 .../functions/layers/python/idna/py.typed     |    0
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 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
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 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
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 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py

diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
deleted file mode 100644
index c5b03b212..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
+++ /dev/null
@@ -1,18 +0,0 @@
-Eve is written and maintained by Nicola Iarocci and various contributors:
-
-Development Lead
-````````````````
-
-- Nicola Iarocci <nicola@nicolaiarocci.com>
-
-Patches and Suggestions
-```````````````````````
-
-- Anfernee Jervis
-- Cailean Parker
-- Eric Smith
-- Evan Klitzke
-- Lucas Fernando Nunes
-- Michael Kennedy
-- Thomas Hanssen Nornes
-- Øyvind Heddeland Instefjord
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
deleted file mode 100644
index afe9010b7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
+++ /dev/null
@@ -1,33 +0,0 @@
-Copyright (c) 2017 by Nicola Iarocci and contributors.  See AUTHORS
-for more details.
-
-Some rights reserved.
-
-Redistribution and use in source and binary forms of the software as well
-as documentation, with or without modification, are permitted provided
-that the following conditions are met:
-
-* Redistributions of source code must retain the above copyright
-  notice, this list of conditions and the following disclaimer.
-
-* Redistributions in binary form must reproduce the above
-  copyright notice, this list of conditions and the following
-  disclaimer in the documentation and/or other materials provided
-  with the distribution.
-
-* The names of the contributors may not be used to endorse or
-  promote products derived from this software without specific
-  prior written permission.
-
-THIS SOFTWARE AND DOCUMENTATION IS PROVIDED BY THE COPYRIGHT HOLDERS AND
-CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT
-NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
-OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
-EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
-PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE AND DOCUMENTATION, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
-DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
deleted file mode 100644
index 9c325251e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
+++ /dev/null
@@ -1,130 +0,0 @@
-Metadata-Version: 2.1
-Name: Events
-Version: 0.5
-Summary: Bringing the elegance of C# EventHandler to Python
-Home-page: http://github.com/pyeve/events
-Author: Nicola Iarocci
-Author-email: nicola@nicolaiarocci.com
-License: BSD
-Platform: any
-Classifier: Development Status :: 4 - Beta
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: BSD License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 2.7
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.4
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Topic :: Software Development
-License-File: LICENSE
-License-File: AUTHORS
-
-Events 
-------
-
-The C# language provides a handy way to declare, subscribe to and fire events.
-Technically, an event is a "slot" where callback functions (event handlers) can
-be attached to - a process referred to as subscribing to an event. Here is
-a handy package that encapsulates the core to event subscription and event
-firing and feels like a "natural" part of the language.
-
-::
- 
-    >>> def something_changed(reason): 
-    ...     print "something changed because %s" % reason 
-
-    >>> from events import Events
-    >>> events = Events()
-    >>> events.on_change += something_changed
-
-Multiple callback functions can subscribe to the same event. When the event is
-fired, all attached event handlers are invoked in sequence. To fire the event,
-perform a call on the slot: 
-
-::
-
-    >>> events.on_change('it had to happen')
-    'something changed because it had to happen'
-
-By default, Events does not check if an event can be subscribed to and fired.
-You can predefine events by subclassing Events and listing them. Attempts to
-subscribe to or fire an undefined event will raise an EventsException.
-
-::
-
-    >>> class MyEvents(Events):
-    ...     __events__ = ('on_this', 'on_that', )
-
-    >>> events = MyEvents()
-
-    # this will raise an EventsException as `on_change` is unknown to MyEvents:
-    >>> events.on_change += something_changed
-
-You can also predefine events for a single Events instance by passing an
-iterator to the constructor.
-
-::
-
-    >>> events = Events(('on_this', 'on_that'))
-
-    # this will raise an EventsException as `on_change` is unknown to events:
-    >>> events.on_change += something_changed
-
-
-Unsubscribing
--------------
-There may come a time when you no longer want to be notified of an event. In
-this case, you unsubscribe in the natural counterpart to `+=` by using `-=`.
-
-::
-
-    # We no longer want to be notified, take us out of the event callback list
-    >>> events.on_change -= something_changed
-
-
-You may also want to unsubscribe for memory management reasons. The `Events()` instance
-will hold a reference `something_changed`. If this is a member method of an object,
-and the lifetime of the `Events()` instance is greater than that object, it will keep
-it around longer than would be the normal case.
-
-Documentation
--------------
-Complete documentation is available at http://events.readthedocs.org
-
-Installing
-----------
-Events is on PyPI so all you need to do is:
-
-::
-
-    pip install events
-
-Testing
--------
-Just run:
-
-::
-
-    python setup.py test
-
-Or use tox to test the package under all supported Pythons: 2.7, 3.4+
-
-Licensing
-----------
-Events is BSD licensed. See the LICENSE_ for details.
-
-Contributing
-------------
-Please see the `Contribution Guidelines`_.
-
-Attribution
------------
-Based on the excellent recipe by `Zoran Isailovski`_, Copyright (c) 2005.
-
-.. _`Contribution Guidelines`: https://github.com/pyeve/events/blob/master/CONTRIBUTING.rst
-.. _LICENSE: https://github.com/pyeve/events/blob/master/LICENSE 
-.. _`Zoran Isailovski`: http://code.activestate.com/recipes/410686/
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
deleted file mode 100644
index c297d6c56..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
+++ /dev/null
@@ -1,15 +0,0 @@
-Events-0.5.dist-info/AUTHORS,sha256=KrNix_TzJ5_bqpohnheSj_RtNdGNL5UUcSIcWjYFbWY,363
-Events-0.5.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-Events-0.5.dist-info/LICENSE,sha256=F75eab-KdESM-ikG-qm3n7AAqfBt7Re7mxUf9VOh8xM,1582
-Events-0.5.dist-info/METADATA,sha256=e0L-BkyHy_oNw2ICX5M51HJOLMFBJiuIXRqrSBG_Xps,3946
-Events-0.5.dist-info/RECORD,,
-Events-0.5.dist-info/WHEEL,sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18,92
-Events-0.5.dist-info/top_level.txt,sha256=NN1We94mMH6H4ZlvM9ciFeDVZzIic4v8JrqgZv3-rf0,7
-events/__init__.py,sha256=YID2JDUGaSVV7i5Z8z2xiSV9Nw-upHsQWQRCKEIOFBg,155
-events/__pycache__/__init__.cpython-311.pyc,,
-events/__pycache__/events.cpython-311.pyc,,
-events/events.py,sha256=khkrckY2l3mDm30KvyUdnMgdfLDvqZYurFFTBS-4B7U,3410
-events/tests/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-events/tests/__pycache__/__init__.cpython-311.pyc,,
-events/tests/__pycache__/tests.cpython-311.pyc,,
-events/tests/tests.py,sha256=Z71_dVnKLGkZ03YKGvuMbxwK8KOtjo9Tuf3atUDvuH4,5207
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
deleted file mode 100644
index 1f37c02f2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.40.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
deleted file mode 100644
index 49a967f60..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-events
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer b/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
deleted file mode 100755
index ca2fbb45f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
+++ /dev/null
@@ -1,8 +0,0 @@
-#!/Users/rajavaid/projects/serverless-patterns/eventbridge-bedrock-s3-aoss/.venv/bin/python3.11
-# -*- coding: utf-8 -*-
-import re
-import sys
-from charset_normalizer.cli import cli_detect
-if __name__ == '__main__':
-    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
-    sys.exit(cli_detect())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
deleted file mode 100644
index 62b076cde..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
+++ /dev/null
@@ -1,20 +0,0 @@
-This package contains a modified version of ca-bundle.crt:
-
-ca-bundle.crt -- Bundle of CA Root Certificates
-
-This is a bundle of X.509 certificates of public Certificate Authorities
-(CA). These were automatically extracted from Mozilla's root certificates
-file (certdata.txt).  This file can be found in the mozilla source tree:
-https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
-It contains the certificates in PEM format and therefore
-can be directly used with curl / libcurl / php_curl, or with
-an Apache+mod_ssl webserver for SSL client authentication.
-Just configure this file as the SSLCACertificateFile.#
-
-***** BEGIN LICENSE BLOCK *****
-This Source Code Form is subject to the terms of the Mozilla Public License,
-v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
-one at http://mozilla.org/MPL/2.0/.
-
-***** END LICENSE BLOCK *****
-@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
deleted file mode 100644
index 5b357f5ff..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
+++ /dev/null
@@ -1,67 +0,0 @@
-Metadata-Version: 2.1
-Name: certifi
-Version: 2024.7.4
-Summary: Python package for providing Mozilla's CA Bundle.
-Home-page: https://github.com/certifi/python-certifi
-Author: Kenneth Reitz
-Author-email: me@kennethreitz.com
-License: MPL-2.0
-Project-URL: Source, https://github.com/certifi/python-certifi
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
-Classifier: Natural Language :: English
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Requires-Python: >=3.6
-License-File: LICENSE
-
-Certifi: Python SSL Certificates
-================================
-
-Certifi provides Mozilla's carefully curated collection of Root Certificates for
-validating the trustworthiness of SSL certificates while verifying the identity
-of TLS hosts. It has been extracted from the `Requests`_ project.
-
-Installation
-------------
-
-``certifi`` is available on PyPI. Simply install it with ``pip``::
-
-    $ pip install certifi
-
-Usage
------
-
-To reference the installed certificate authority (CA) bundle, you can use the
-built-in function::
-
-    >>> import certifi
-
-    >>> certifi.where()
-    '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
-
-Or from the command line::
-
-    $ python -m certifi
-    /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
-
-Enjoy!
-
-.. _`Requests`: https://requests.readthedocs.io/en/master/
-
-Addition/Removal of Certificates
---------------------------------
-
-Certifi does not support any addition/removal or other modification of the
-CA trust store content. This project is intended to provide a reliable and
-highly portable root of trust to python deployments. Look to upstream projects
-for methods to use alternate trust.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
deleted file mode 100644
index 545e0ab3b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
+++ /dev/null
@@ -1,14 +0,0 @@
-certifi-2024.7.4.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-certifi-2024.7.4.dist-info/LICENSE,sha256=6TcW2mucDVpKHfYP5pWzcPBpVgPSH2-D8FPkLPwQyvc,989
-certifi-2024.7.4.dist-info/METADATA,sha256=L9_EuPoQQvHFzxu03_ctaEZxhEty7inz569jGWjlLGo,2221
-certifi-2024.7.4.dist-info/RECORD,,
-certifi-2024.7.4.dist-info/WHEEL,sha256=y4mX-SOX4fYIkonsAGA5N0Oy-8_gI4FXw5HNI1xqvWg,91
-certifi-2024.7.4.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
-certifi/__init__.py,sha256=LHXz7E80YJYBzCBv6ZyidQ5-ciYSkSebpY2E5OM0l7o,94
-certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
-certifi/__pycache__/__init__.cpython-311.pyc,,
-certifi/__pycache__/__main__.cpython-311.pyc,,
-certifi/__pycache__/core.cpython-311.pyc,,
-certifi/cacert.pem,sha256=SIupYGAr8HzGP073rsEIaS_sQYIPwzKKjj894DgUmu4,291528
-certifi/core.py,sha256=qRDDFyXVJwTB_EmoGppaXU_R9qCZvhl-EzxPMuV3nTA,4426
-certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
deleted file mode 100644
index 564c6724e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: setuptools (70.2.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
deleted file mode 100644
index 963eac530..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-certifi
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
deleted file mode 100644
index d321f1bc3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from .core import contents, where
-
-__all__ = ["contents", "where"]
-__version__ = "2024.07.04"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
deleted file mode 100644
index 8945b5da8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
+++ /dev/null
@@ -1,12 +0,0 @@
-import argparse
-
-from certifi import contents, where
-
-parser = argparse.ArgumentParser()
-parser.add_argument("-c", "--contents", action="store_true")
-args = parser.parse_args()
-
-if args.contents:
-    print(contents())
-else:
-    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
deleted file mode 100644
index a6581589b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
+++ /dev/null
@@ -1,4798 +0,0 @@
-
-# Issuer: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
-# Subject: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
-# Label: "GlobalSign Root CA"
-# Serial: 4835703278459707669005204
-# MD5 Fingerprint: 3e:45:52:15:09:51:92:e1:b7:5d:37:9f:b1:87:29:8a
-# SHA1 Fingerprint: b1:bc:96:8b:d4:f4:9d:62:2a:a8:9a:81:f2:15:01:52:a4:1d:82:9c
-# SHA256 Fingerprint: eb:d4:10:40:e4:bb:3e:c7:42:c9:e3:81:d3:1e:f2:a4:1a:48:b6:68:5c:96:e7:ce:f3:c1:df:6c:d4:33:1c:99
------BEGIN CERTIFICATE-----
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-# Issuer: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
-# Subject: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
-# Label: "Entrust.net Premium 2048 Secure Server CA"
-# Serial: 946069240
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
-# Subject: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
-# Label: "Baltimore CyberTrust Root"
-# Serial: 33554617
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
-# Subject: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
-# Label: "Entrust Root Certification Authority"
-# Serial: 1164660820
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=AAA Certificate Services O=Comodo CA Limited
-# Subject: CN=AAA Certificate Services O=Comodo CA Limited
-# Label: "Comodo AAA Services root"
-# Serial: 1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Subject: CN=QuoVadis Root CA 2 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 2"
-# Serial: 1289
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert High Assurance EV Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=SwissSign Gold CA - G2 O=SwissSign AG
-# Subject: CN=SwissSign Gold CA - G2 O=SwissSign AG
-# Label: "SwissSign Gold CA - G2"
-# Serial: 13492815561806991280
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=SwissSign Silver CA - G2 O=SwissSign AG
-# Subject: CN=SwissSign Silver CA - G2 O=SwissSign AG
-# Label: "SwissSign Silver CA - G2"
-# Serial: 5700383053117599563
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=SecureTrust CA O=SecureTrust Corporation
-# Subject: CN=SecureTrust CA O=SecureTrust Corporation
-# Label: "SecureTrust CA"
-# Serial: 17199774589125277788362757014266862032
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Secure Global CA O=SecureTrust Corporation
-# Subject: CN=Secure Global CA O=SecureTrust Corporation
-# Label: "Secure Global CA"
-# Serial: 9751836167731051554232119481456978597
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=COMODO Certification Authority O=COMODO CA Limited
-# Subject: CN=COMODO Certification Authority O=COMODO CA Limited
-# Label: "COMODO Certification Authority"
-# Serial: 104350513648249232941998508985834464573
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
-# Subject: CN=COMODO ECC Certification Authority O=COMODO CA Limited
-# Label: "COMODO ECC Certification Authority"
-# Serial: 41578283867086692638256921589707938090
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-# Issuer: CN=Certigna O=Dhimyotis
-# Subject: CN=Certigna O=Dhimyotis
-# Label: "Certigna"
-# Serial: 18364802974209362175
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------END CERTIFICATE-----
-
-# Issuer: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
-# Subject: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
-# Label: "ePKI Root Certification Authority"
-# Serial: 28956088682735189655030529057352760477
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: O=certSIGN OU=certSIGN ROOT CA
-# Subject: O=certSIGN OU=certSIGN ROOT CA
-# Label: "certSIGN ROOT CA"
-# Serial: 35210227249154
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
-# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
-# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
-# Serial: 80544274841616
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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-# Issuer: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
-# Subject: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
-# Label: "Security Communication RootCA2"
-# Serial: 0
-# MD5 Fingerprint: 6c:39:7d:a4:0e:55:59:b2:3f:d6:41:b1:12:50:de:43
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
-# Subject: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
-# Label: "Actalis Authentication Root CA"
-# Serial: 6271844772424770508
-# MD5 Fingerprint: 69:c1:0d:4f:07:a3:1b:c3:fe:56:3d:04:bc:11:f6:a6
-# SHA1 Fingerprint: f3:73:b3:87:06:5a:28:84:8a:f2:f3:4a:ce:19:2b:dd:c7:8e:9c:ac
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
-# Subject: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
-# Label: "Buypass Class 2 Root CA"
-# Serial: 2
-# MD5 Fingerprint: 46:a7:d2:fe:45:fb:64:5a:a8:59:90:9b:78:44:9b:29
-# SHA1 Fingerprint: 49:0a:75:74:de:87:0a:47:fe:58:ee:f6:c7:6b:eb:c6:0b:12:40:99
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
-# Subject: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
-# Label: "Buypass Class 3 Root CA"
-# Serial: 2
-# MD5 Fingerprint: 3d:3b:18:9e:2c:64:5a:e8:d5:88:ce:0e:f9:37:c2:ec
-# SHA1 Fingerprint: da:fa:f7:fa:66:84:ec:06:8f:14:50:bd:c7:c2:81:a5:bc:a9:64:57
-# SHA256 Fingerprint: ed:f7:eb:bc:a2:7a:2a:38:4d:38:7b:7d:40:10:c6:66:e2:ed:b4:84:3e:4c:29:b4:ae:1d:5b:93:32:e6:b2:4d
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Subject: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Label: "T-TeleSec GlobalRoot Class 3"
-# Serial: 1
-# MD5 Fingerprint: ca:fb:40:a8:4e:39:92:8a:1d:fe:8e:2f:c4:27:ea:ef
-# SHA1 Fingerprint: 55:a6:72:3e:cb:f2:ec:cd:c3:23:74:70:19:9d:2a:be:11:e3:81:d1
-# SHA256 Fingerprint: fd:73:da:d3:1c:64:4f:f1:b4:3b:ef:0c:cd:da:96:71:0b:9c:d9:87:5e:ca:7e:31:70:7a:f3:e9:6d:52:2b:bd
------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
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-# Serial: 623603
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
-# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
-# Label: "TWCA Global Root CA"
-# Serial: 3262
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Label: "T-TeleSec GlobalRoot Class 2"
-# Serial: 1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Atos TrustedRoot 2011 O=Atos
-# Subject: CN=Atos TrustedRoot 2011 O=Atos
-# Label: "Atos TrustedRoot 2011"
-# Serial: 6643877497813316402
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
-# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
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-# Serial: 687049649626669250736271037606554624078720034195
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
-# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 2 G3"
-# Serial: 390156079458959257446133169266079962026824725800
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------BEGIN CERTIFICATE-----
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-# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 3 G3"
-# Serial: 268090761170461462463995952157327242137089239581
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root G2"
-# Serial: 15385348160840213938643033620894905419
-# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root G3"
-# Serial: 15459312981008553731928384953135426796
-# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
-# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root G2"
-# Serial: 4293743540046975378534879503202253541
-# MD5 Fingerprint: e4:a6:8a:c8:54:ac:52:42:46:0a:fd:72:48:1b:2a:44
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root G3"
-# Serial: 7089244469030293291760083333884364146
-# MD5 Fingerprint: f5:5d:a4:50:a5:fb:28:7e:1e:0f:0d:cc:96:57:56:ca
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Trusted Root G4"
-# Serial: 7451500558977370777930084869016614236
-# MD5 Fingerprint: 78:f2:fc:aa:60:1f:2f:b4:eb:c9:37:ba:53:2e:75:49
-# SHA1 Fingerprint: dd:fb:16:cd:49:31:c9:73:a2:03:7d:3f:c8:3a:4d:7d:77:5d:05:e4
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
-# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
-# Label: "COMODO RSA Certification Authority"
-# Serial: 101909084537582093308941363524873193117
-# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
-# SHA1 Fingerprint: af:e5:d2:44:a8:d1:19:42:30:ff:47:9f:e2:f8:97:bb:cd:7a:8c:b4
-# SHA256 Fingerprint: 52:f0:e1:c4:e5:8e:c6:29:29:1b:60:31:7f:07:46:71:b8:5d:7e:a8:0d:5b:07:27:34:63:53:4b:32:b4:02:34
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
-# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
-# Label: "USERTrust RSA Certification Authority"
-# Serial: 2645093764781058787591871645665788717
-# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
-# SHA1 Fingerprint: 2b:8f:1b:57:33:0d:bb:a2:d0:7a:6c:51:f7:0e:e9:0d:da:b9:ad:8e
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
-# Subject: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
-# Label: "USERTrust ECC Certification Authority"
-# Serial: 123013823720199481456569720443997572134
-# MD5 Fingerprint: fa:68:bc:d9:b5:7f:ad:fd:c9:1d:06:83:28:cc:24:c1
-# SHA1 Fingerprint: d1:cb:ca:5d:b2:d5:2a:7f:69:3b:67:4d:e5:f0:5a:1d:0c:95:7d:f0
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
-# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
-# Label: "GlobalSign ECC Root CA - R5"
-# Serial: 32785792099990507226680698011560947931244
-# MD5 Fingerprint: 9f:ad:3b:1c:02:1e:8a:ba:17:74:38:81:0c:a2:bc:08
-# SHA1 Fingerprint: 1f:24:c6:30:cd:a4:18:ef:20:69:ff:ad:4f:dd:5f:46:3a:1b:69:aa
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
-# Subject: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
-# Label: "IdenTrust Commercial Root CA 1"
-# Serial: 13298821034946342390520003877796839426
-# MD5 Fingerprint: b3:3e:77:73:75:ee:a0:d3:e3:7e:49:63:49:59:bb:c7
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------BEGIN CERTIFICATE-----
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-# Label: "Entrust Root Certification Authority - G2"
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------BEGIN CERTIFICATE-----
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-# Subject: CN=SZAFIR ROOT CA2 O=Krajowa Izba Rozliczeniowa S.A.
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 1 O=Amazon
-# Subject: CN=Amazon Root CA 1 O=Amazon
-# Label: "Amazon Root CA 1"
-# Serial: 143266978916655856878034712317230054538369994
-# MD5 Fingerprint: 43:c6:bf:ae:ec:fe:ad:2f:18:c6:88:68:30:fc:c8:e6
-# SHA1 Fingerprint: 8d:a7:f9:65:ec:5e:fc:37:91:0f:1c:6e:59:fd:c1:cc:6a:6e:de:16
-# SHA256 Fingerprint: 8e:cd:e6:88:4f:3d:87:b1:12:5b:a3:1a:c3:fc:b1:3d:70:16:de:7f:57:cc:90:4f:e1:cb:97:c6:ae:98:19:6e
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 2 O=Amazon
-# Subject: CN=Amazon Root CA 2 O=Amazon
-# Label: "Amazon Root CA 2"
-# Serial: 143266982885963551818349160658925006970653239
-# MD5 Fingerprint: c8:e5:8d:ce:a8:42:e2:7a:c0:2a:5c:7c:9e:26:bf:66
-# SHA1 Fingerprint: 5a:8c:ef:45:d7:a6:98:59:76:7a:8c:8b:44:96:b5:78:cf:47:4b:1a
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 3 O=Amazon
-# Subject: CN=Amazon Root CA 3 O=Amazon
-# Label: "Amazon Root CA 3"
-# Serial: 143266986699090766294700635381230934788665930
-# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
-# SHA1 Fingerprint: 0d:44:dd:8c:3c:8c:1a:1a:58:75:64:81:e9:0f:2e:2a:ff:b3:d2:6e
-# SHA256 Fingerprint: 18:ce:6c:fe:7b:f1:4e:60:b2:e3:47:b8:df:e8:68:cb:31:d0:2e:bb:3a:da:27:15:69:f5:03:43:b4:6d:b3:a4
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 4 O=Amazon
-# Subject: CN=Amazon Root CA 4 O=Amazon
-# Label: "Amazon Root CA 4"
-# Serial: 143266989758080763974105200630763877849284878
-# MD5 Fingerprint: 89:bc:27:d5:eb:17:8d:06:6a:69:d5:fd:89:47:b4:cd
-# SHA1 Fingerprint: f6:10:84:07:d6:f8:bb:67:98:0c:c2:e2:44:c2:eb:ae:1c:ef:63:be
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
-# Subject: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
-# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
-# Serial: 1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
-# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
-# Label: "GDCA TrustAUTH R5 ROOT"
-# Serial: 9009899650740120186
-# MD5 Fingerprint: 63:cc:d9:3d:34:35:5c:6f:53:a3:e2:08:70:48:1f:b4
-# SHA1 Fingerprint: 0f:36:38:5b:81:1a:25:c3:9b:31:4e:83:ca:e9:34:66:70:cc:74:b4
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
-# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
-# Label: "SSL.com Root Certification Authority RSA"
-# Serial: 8875640296558310041
-# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
-# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
-# Label: "SSL.com Root Certification Authority ECC"
-# Serial: 8495723813297216424
-# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
-# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
-# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
-# Label: "SSL.com EV Root Certification Authority RSA R2"
-# Serial: 6248227494352943350
-# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
-# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
-# Label: "SSL.com EV Root Certification Authority ECC"
-# Serial: 3182246526754555285
-# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
-# SHA1 Fingerprint: 4c:dd:51:a3:d1:f5:20:32:14:b0:c6:c5:32:23:03:91:c7:46:42:6d
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
-# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
-# Label: "GlobalSign Root CA - R6"
-# Serial: 1417766617973444989252670301619537
-# MD5 Fingerprint: 4f:dd:07:e4:d4:22:64:39:1e:0c:37:42:ea:d1:c6:ae
-# SHA1 Fingerprint: 80:94:64:0e:b5:a7:a1:ca:11:9c:1f:dd:d5:9f:81:02:63:a7:fb:d1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
-# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
-# Label: "OISTE WISeKey Global Root GC CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=UCA Global G2 Root O=UniTrust
-# Subject: CN=UCA Global G2 Root O=UniTrust
-# Label: "UCA Global G2 Root"
-# Serial: 124779693093741543919145257850076631279
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=UCA Extended Validation Root O=UniTrust
-# Subject: CN=UCA Extended Validation Root O=UniTrust
-# Label: "UCA Extended Validation Root"
-# Serial: 106100277556486529736699587978573607008
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
-# Subject: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
-# Label: "Certigna Root CA"
-# Serial: 269714418870597844693661054334862075617
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
-# Subject: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
-# Label: "emSign Root CA - G1"
-# Serial: 235931866688319308814040
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
-# Subject: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
-# Label: "emSign ECC Root CA - G3"
-# Serial: 287880440101571086945156
-# MD5 Fingerprint: ce:0b:72:d1:9f:88:8e:d0:50:03:e8:e3:b8:8b:67:40
-# SHA1 Fingerprint: 30:43:fa:4f:f2:57:dc:a0:c3:80:ee:2e:58:ea:78:b2:3f:e6:bb:c1
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
-# Subject: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
-# Label: "Entrust Root Certification Authority - G4"
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-# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
-# Subject: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
-# Label: "Microsoft ECC Root Certificate Authority 2017"
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-# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
-# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
-# Label: "Microsoft RSA Root Certificate Authority 2017"
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------BEGIN CERTIFICATE-----
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-# Label: "certSIGN Root CA G2"
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-# Issuer: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
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-# Label: "Trustwave Global Certification Authority"
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------END CERTIFICATE-----
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-# Issuer: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global ECC P256 Certification Authority"
-# Serial: 4151900041497450638097112925
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-# Issuer: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global ECC P384 Certification Authority"
-# Serial: 2704997926503831671788816187
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
-# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
-# Label: "NAVER Global Root Certification Authority"
-# Serial: 9013692873798656336226253319739695165984492813
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=GlobalSign Root R46 O=GlobalSign nv-sa
-# Subject: CN=GlobalSign Root R46 O=GlobalSign nv-sa
-# Label: "GlobalSign Root R46"
-# Serial: 1552617688466950547958867513931858518042577
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-# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
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-# Label: "GlobalSign Root E46"
-# Serial: 1552617690338932563915843282459653771421763
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------BEGIN CERTIFICATE-----
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-# Label: "ANF Secure Server Root CA"
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Label: "Certum EC-384 CA"
-# Serial: 160250656287871593594747141429395092468
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Label: "Certum Trusted Root CA"
-# Serial: 40870380103424195783807378461123655149
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
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-# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Label: "HARICA TLS RSA Root CA 2021"
-# Serial: 76817823531813593706434026085292783742
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Subject: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Label: "HARICA TLS ECC Root CA 2021"
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------BEGIN CERTIFICATE-----
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-# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
-# Label: "Autoridad de Certificacion Firmaprofesional CIF A62634068"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
-# Subject: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
-# Label: "vTrus ECC Root CA"
-# Serial: 630369271402956006249506845124680065938238527194
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
-# Subject: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
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-# Issuer: CN=ISRG Root X2 O=Internet Security Research Group
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
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-# Label: "GlobalSign ECC Root CA - R4"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=GTS Root R1 O=Google Trust Services LLC
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-# Serial: 159662320309726417404178440727
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=GTS Root R2 O=Google Trust Services LLC
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-# Serial: 159662449406622349769042896298
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
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-# Serial: 159662495401136852707857743206
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------END CERTIFICATE-----
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-# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
-# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
-# Label: "D-TRUST BR Root CA 1 2020"
-# Serial: 165870826978392376648679885835942448534
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
-# Subject: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
-# Label: "D-TRUST EV Root CA 1 2020"
-# Serial: 126288379621884218666039612629459926992
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
-# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
-# Label: "DigiCert TLS ECC P384 Root G5"
-# Serial: 13129116028163249804115411775095713523
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
-# Subject: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
-# Label: "DigiCert TLS RSA4096 Root G5"
-# Serial: 11930366277458970227240571539258396554
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------BEGIN CERTIFICATE-----
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-# Subject: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
-# Label: "BJCA Global Root CA2"
-# Serial: 58605626836079930195615843123109055211
-# MD5 Fingerprint: 5e:0a:f6:47:5f:a6:14:e8:11:01:95:3f:4d:01:eb:3c
-# SHA1 Fingerprint: f4:27:86:eb:6e:b8:6d:88:31:67:02:fb:ba:66:a4:53:00:aa:7a:a6
-# SHA256 Fingerprint: 57:4d:f6:93:1e:27:80:39:66:7b:72:0a:fd:c1:60:0f:c2:7e:b6:6d:d3:09:29:79:fb:73:85:64:87:21:28:82
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
-# Subject: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
-# Label: "Sectigo Public Server Authentication Root E46"
-# Serial: 88989738453351742415770396670917916916
-# MD5 Fingerprint: 28:23:f8:b2:98:5c:37:16:3b:3e:46:13:4e:b0:b3:01
-# SHA1 Fingerprint: ec:8a:39:6c:40:f0:2e:bc:42:75:d4:9f:ab:1c:1a:5b:67:be:d2:9a
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
-# Subject: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
-# Label: "Sectigo Public Server Authentication Root R46"
-# Serial: 156256931880233212765902055439220583700
-# MD5 Fingerprint: 32:10:09:52:00:d5:7e:6c:43:df:15:c0:b1:16:93:e5
-# SHA1 Fingerprint: ad:98:f9:f3:e4:7d:75:3b:65:d4:82:b3:a4:52:17:bb:6e:f5:e4:38
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
-# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
-# Label: "SSL.com TLS RSA Root CA 2022"
-# Serial: 148535279242832292258835760425842727825
-# MD5 Fingerprint: d8:4e:c6:59:30:d8:fe:a0:d6:7a:5a:2c:2c:69:78:da
-# SHA1 Fingerprint: ec:2c:83:40:72:af:26:95:10:ff:0e:f2:03:ee:31:70:f6:78:9d:ca
-# SHA256 Fingerprint: 8f:af:7d:2e:2c:b4:70:9b:b8:e0:b3:36:66:bf:75:a5:dd:45:b5:de:48:0f:8e:a8:d4:bf:e6:be:bc:17:f2:ed
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
-# Subject: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
-# Label: "SSL.com TLS ECC Root CA 2022"
-# Serial: 26605119622390491762507526719404364228
-# MD5 Fingerprint: 99:d7:5c:f1:51:36:cc:e9:ce:d9:19:2e:77:71:56:c5
-# SHA1 Fingerprint: 9f:5f:d9:1a:54:6d:f5:0c:71:f0:ee:7a:bd:17:49:98:84:73:e2:39
-# SHA256 Fingerprint: c3:2f:fd:9f:46:f9:36:d1:6c:36:73:99:09:59:43:4b:9a:d6:0a:af:bb:9e:7c:f3:36:54:f1:44:cc:1b:a1:43
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
-# Subject: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
-# Label: "Atos TrustedRoot Root CA ECC TLS 2021"
-# Serial: 81873346711060652204712539181482831616
-# MD5 Fingerprint: 16:9f:ad:f1:70:ad:79:d6:ed:29:b4:d1:c5:79:70:a8
-# SHA1 Fingerprint: 9e:bc:75:10:42:b3:02:f3:81:f4:f7:30:62:d4:8f:c3:a7:51:b2:dd
-# SHA256 Fingerprint: b2:fa:e5:3e:14:cc:d7:ab:92:12:06:47:01:ae:27:9c:1d:89:88:fa:cb:77:5f:a8:a0:08:91:4e:66:39:88:a8
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
-# Subject: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
-# Label: "Atos TrustedRoot Root CA RSA TLS 2021"
-# Serial: 111436099570196163832749341232207667876
-# MD5 Fingerprint: d4:d3:46:b8:9a:c0:9c:76:5d:9e:3a:c3:b9:99:31:d2
-# SHA1 Fingerprint: 18:52:3b:0d:06:37:e4:d6:3a:df:23:e4:98:fb:5b:16:fb:86:74:48
-# SHA256 Fingerprint: 81:a9:08:8e:a5:9f:b3:64:c5:48:a6:f8:55:59:09:9b:6f:04:05:ef:bf:18:e5:32:4e:c9:f4:57:ba:00:11:2f
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
-# Subject: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
-# Label: "Telekom Security TLS ECC Root 2020"
-# Serial: 72082518505882327255703894282316633856
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------END CERTIFICATE-----
-
-# Issuer: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
-# Subject: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
-# Label: "Telekom Security TLS RSA Root 2023"
-# Serial: 44676229530606711399881795178081572759
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------END CERTIFICATE-----
-
-# Issuer: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
-# Subject: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
-# Label: "FIRMAPROFESIONAL CA ROOT-A WEB"
-# Serial: 65916896770016886708751106294915943533
-# MD5 Fingerprint: 82:b2:ad:45:00:82:b0:66:63:f8:5f:c3:67:4e:ce:a3
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------BEGIN CERTIFICATE-----
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
deleted file mode 100644
index 91f538bb1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
+++ /dev/null
@@ -1,114 +0,0 @@
-"""
-certifi.py
-~~~~~~~~~~
-
-This module returns the installation location of cacert.pem or its contents.
-"""
-import sys
-import atexit
-
-def exit_cacert_ctx() -> None:
-    _CACERT_CTX.__exit__(None, None, None)  # type: ignore[union-attr]
-
-
-if sys.version_info >= (3, 11):
-
-    from importlib.resources import as_file, files
-
-    _CACERT_CTX = None
-    _CACERT_PATH = None
-
-    def where() -> str:
-        # This is slightly terrible, but we want to delay extracting the file
-        # in cases where we're inside of a zipimport situation until someone
-        # actually calls where(), but we don't want to re-extract the file
-        # on every call of where(), so we'll do it once then store it in a
-        # global variable.
-        global _CACERT_CTX
-        global _CACERT_PATH
-        if _CACERT_PATH is None:
-            # This is slightly janky, the importlib.resources API wants you to
-            # manage the cleanup of this file, so it doesn't actually return a
-            # path, it returns a context manager that will give you the path
-            # when you enter it and will do any cleanup when you leave it. In
-            # the common case of not needing a temporary file, it will just
-            # return the file system location and the __exit__() is a no-op.
-            #
-            # We also have to hold onto the actual context manager, because
-            # it will do the cleanup whenever it gets garbage collected, so
-            # we will also store that at the global level as well.
-            _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
-            _CACERT_PATH = str(_CACERT_CTX.__enter__())
-            atexit.register(exit_cacert_ctx)
-
-        return _CACERT_PATH
-
-    def contents() -> str:
-        return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
-
-elif sys.version_info >= (3, 7):
-
-    from importlib.resources import path as get_path, read_text
-
-    _CACERT_CTX = None
-    _CACERT_PATH = None
-
-    def where() -> str:
-        # This is slightly terrible, but we want to delay extracting the
-        # file in cases where we're inside of a zipimport situation until
-        # someone actually calls where(), but we don't want to re-extract
-        # the file on every call of where(), so we'll do it once then store
-        # it in a global variable.
-        global _CACERT_CTX
-        global _CACERT_PATH
-        if _CACERT_PATH is None:
-            # This is slightly janky, the importlib.resources API wants you
-            # to manage the cleanup of this file, so it doesn't actually
-            # return a path, it returns a context manager that will give
-            # you the path when you enter it and will do any cleanup when
-            # you leave it. In the common case of not needing a temporary
-            # file, it will just return the file system location and the
-            # __exit__() is a no-op.
-            #
-            # We also have to hold onto the actual context manager, because
-            # it will do the cleanup whenever it gets garbage collected, so
-            # we will also store that at the global level as well.
-            _CACERT_CTX = get_path("certifi", "cacert.pem")
-            _CACERT_PATH = str(_CACERT_CTX.__enter__())
-            atexit.register(exit_cacert_ctx)
-
-        return _CACERT_PATH
-
-    def contents() -> str:
-        return read_text("certifi", "cacert.pem", encoding="ascii")
-
-else:
-    import os
-    import types
-    from typing import Union
-
-    Package = Union[types.ModuleType, str]
-    Resource = Union[str, "os.PathLike"]
-
-    # This fallback will work for Python versions prior to 3.7 that lack the
-    # importlib.resources module but relies on the existing `where` function
-    # so won't address issues with environments like PyOxidizer that don't set
-    # __file__ on modules.
-    def read_text(
-        package: Package,
-        resource: Resource,
-        encoding: str = 'utf-8',
-        errors: str = 'strict'
-    ) -> str:
-        with open(where(), encoding=encoding) as data:
-            return data.read()
-
-    # If we don't have importlib.resources, then we will just do the old logic
-    # of assuming we're on the filesystem and munge the path directly.
-    def where() -> str:
-        f = os.path.dirname(__file__)
-
-        return os.path.join(f, "cacert.pem")
-
-    def contents() -> str:
-        return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
deleted file mode 100644
index ad82355b8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2019 TAHRI Ahmed R.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
deleted file mode 100644
index 822550e36..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
+++ /dev/null
@@ -1,683 +0,0 @@
-Metadata-Version: 2.1
-Name: charset-normalizer
-Version: 3.3.2
-Summary: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
-Home-page: https://github.com/Ousret/charset_normalizer
-Author: Ahmed TAHRI
-Author-email: ahmed.tahri@cloudnursery.dev
-License: MIT
-Project-URL: Bug Reports, https://github.com/Ousret/charset_normalizer/issues
-Project-URL: Documentation, https://charset-normalizer.readthedocs.io/en/latest
-Keywords: encoding,charset,charset-detector,detector,normalization,unicode,chardet,detect
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Intended Audience :: Developers
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Text Processing :: Linguistic
-Classifier: Topic :: Utilities
-Classifier: Typing :: Typed
-Requires-Python: >=3.7.0
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Provides-Extra: unicode_backport
-
-<h1 align="center">Charset Detection, for Everyone 👋</h1>
-
-<p align="center">
-  <sup>The Real First Universal Charset Detector</sup><br>
-  <a href="https://pypi.org/project/charset-normalizer">
-    <img src="https://img.shields.io/pypi/pyversions/charset_normalizer.svg?orange=blue" />
-  </a>
-  <a href="https://pepy.tech/project/charset-normalizer/">
-    <img alt="Download Count Total" src="https://static.pepy.tech/badge/charset-normalizer/month" />
-  </a>
-  <a href="https://bestpractices.coreinfrastructure.org/projects/7297">
-    <img src="https://bestpractices.coreinfrastructure.org/projects/7297/badge">
-  </a>
-</p>
-<p align="center">
-  <sup><i>Featured Packages</i></sup><br>
-  <a href="https://github.com/jawah/niquests">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Niquests-HTTP_1.1%2C%202%2C_and_3_Client-cyan">
-  </a>
-  <a href="https://github.com/jawah/wassima">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Wassima-Certifi_Killer-cyan">
-  </a>
-</p>
-<p align="center">
-  <sup><i>In other language (unofficial port - by the community)</i></sup><br>
-  <a href="https://github.com/nickspring/charset-normalizer-rs">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Rust-red">
-  </a>
-</p>
-
-> A library that helps you read text from an unknown charset encoding.<br /> Motivated by `chardet`,
-> I'm trying to resolve the issue by taking a new approach.
-> All IANA character set names for which the Python core library provides codecs are supported.
-
-<p align="center">
-  >>>>> <a href="https://charsetnormalizerweb.ousret.now.sh" target="_blank">👉 Try Me Online Now, Then Adopt Me 👈 </a> <<<<<
-</p>
-
-This project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.
-
-| Feature                                          | [Chardet](https://github.com/chardet/chardet) |                                         Charset Normalizer                                         | [cChardet](https://github.com/PyYoshi/cChardet) |
-|--------------------------------------------------|:---------------------------------------------:|:--------------------------------------------------------------------------------------------------:|:-----------------------------------------------:|
-| `Fast`                                           |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
-| `Universal**`                                    |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
-| `Reliable` **without** distinguishable standards |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
-| `Reliable` **with** distinguishable standards    |                       ✅                       |                                                 ✅                                                  |                        ✅                        |
-| `License`                                        |           LGPL-2.1<br>_restrictive_           |                                                MIT                                                 |            MPL-1.1<br>_restrictive_             |
-| `Native Python`                                  |                       ✅                       |                                                 ✅                                                  |                        ❌                        |
-| `Detect spoken language`                         |                       ❌                       |                                                 ✅                                                  |                       N/A                       |
-| `UnicodeDecodeError Safety`                      |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
-| `Whl Size (min)`                                 |                   193.6 kB                    |                                               42 kB                                                |                     ~200 kB                     |
-| `Supported Encoding`                             |                      33                       | 🎉 [99](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings) |                       40                        |
-
-<p align="center">
-<img src="https://i.imgflip.com/373iay.gif" alt="Reading Normalized Text" width="226"/><img src="https://media.tenor.com/images/c0180f70732a18b4965448d33adba3d0/tenor.gif" alt="Cat Reading Text" width="200"/>
-</p>
-
-*\*\* : They are clearly using specific code for a specific encoding even if covering most of used one*<br> 
-Did you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)
-
-## ⚡ Performance
-
-This package offer better performance than its counterpart Chardet. Here are some numbers.
-
-| Package                                       | Accuracy | Mean per file (ms) | File per sec (est) |
-|-----------------------------------------------|:--------:|:------------------:|:------------------:|
-| [chardet](https://github.com/chardet/chardet) |   86 %   |       200 ms       |     5 file/sec     |
-| charset-normalizer                            | **98 %** |     **10 ms**      |    100 file/sec    |
-
-| Package                                       | 99th percentile | 95th percentile | 50th percentile |
-|-----------------------------------------------|:---------------:|:---------------:|:---------------:|
-| [chardet](https://github.com/chardet/chardet) |     1200 ms     |     287 ms      |      23 ms      |
-| charset-normalizer                            |     100 ms      |      50 ms      |      5 ms       |
-
-Chardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.
-
-> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.
-> And yes, these results might change at any time. The dataset can be updated to include more files.
-> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.
-> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability
-> (eg. Supported Encoding) Challenge-them if you want.
-
-## ✨ Installation
-
-Using pip:
-
-```sh
-pip install charset-normalizer -U
-```
-
-## 🚀 Basic Usage
-
-### CLI
-This package comes with a CLI.
-
-```
-usage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]
-                  file [file ...]
-
-The Real First Universal Charset Detector. Discover originating encoding used
-on text file. Normalize text to unicode.
-
-positional arguments:
-  files                 File(s) to be analysed
-
-optional arguments:
-  -h, --help            show this help message and exit
-  -v, --verbose         Display complementary information about file if any.
-                        Stdout will contain logs about the detection process.
-  -a, --with-alternative
-                        Output complementary possibilities if any. Top-level
-                        JSON WILL be a list.
-  -n, --normalize       Permit to normalize input file. If not set, program
-                        does not write anything.
-  -m, --minimal         Only output the charset detected to STDOUT. Disabling
-                        JSON output.
-  -r, --replace         Replace file when trying to normalize it instead of
-                        creating a new one.
-  -f, --force           Replace file without asking if you are sure, use this
-                        flag with caution.
-  -t THRESHOLD, --threshold THRESHOLD
-                        Define a custom maximum amount of chaos allowed in
-                        decoded content. 0. <= chaos <= 1.
-  --version             Show version information and exit.
-```
-
-```bash
-normalizer ./data/sample.1.fr.srt
-```
-
-or
-
-```bash
-python -m charset_normalizer ./data/sample.1.fr.srt
-```
-
-🎉 Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.
-
-```json
-{
-    "path": "/home/default/projects/charset_normalizer/data/sample.1.fr.srt",
-    "encoding": "cp1252",
-    "encoding_aliases": [
-        "1252",
-        "windows_1252"
-    ],
-    "alternative_encodings": [
-        "cp1254",
-        "cp1256",
-        "cp1258",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-        "mbcs"
-    ],
-    "language": "French",
-    "alphabets": [
-        "Basic Latin",
-        "Latin-1 Supplement"
-    ],
-    "has_sig_or_bom": false,
-    "chaos": 0.149,
-    "coherence": 97.152,
-    "unicode_path": null,
-    "is_preferred": true
-}
-```
-
-### Python
-*Just print out normalized text*
-```python
-from charset_normalizer import from_path
-
-results = from_path('./my_subtitle.srt')
-
-print(str(results.best()))
-```
-
-*Upgrade your code without effort*
-```python
-from charset_normalizer import detect
-```
-
-The above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.
-
-See the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)
-
-## 😇 Why
-
-When I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a
-reliable alternative using a completely different method. Also! I never back down on a good challenge!
-
-I **don't care** about the **originating charset** encoding, because **two different tables** can
-produce **two identical rendered string.**
-What I want is to get readable text, the best I can. 
-
-In a way, **I'm brute forcing text decoding.** How cool is that ? 😎
-
-Don't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.
-
-## 🍰 How
-
-  - Discard all charset encoding table that could not fit the binary content.
-  - Measure noise, or the mess once opened (by chunks) with a corresponding charset encoding.
-  - Extract matches with the lowest mess detected.
-  - Additionally, we measure coherence / probe for a language.
-
-**Wait a minute**, what is noise/mess and coherence according to **YOU ?**
-
-*Noise :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then
-**I established** some ground rules about **what is obvious** when **it seems like** a mess.
- I know that my interpretation of what is noise is probably incomplete, feel free to contribute in order to
- improve or rewrite it.
-
-*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought
-that intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.
-
-## ⚡ Known limitations
-
-  - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))
-  - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.
-
-## ⚠️ About Python EOLs
-
-**If you are running:**
-
-- Python >=2.7,<3.5: Unsupported
-- Python 3.5: charset-normalizer < 2.1
-- Python 3.6: charset-normalizer < 3.1
-- Python 3.7: charset-normalizer < 4.0
-
-Upgrade your Python interpreter as soon as possible.
-
-## 👤 Contributing
-
-Contributions, issues and feature requests are very much welcome.<br />
-Feel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.
-
-## 📝 License
-
-Copyright © [Ahmed TAHRI @Ousret](https://github.com/Ousret).<br />
-This project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.
-
-Characters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)
-
-## 💼 For Enterprise
-
-Professional support for charset-normalizer is available as part of the [Tidelift
-Subscription][1]. Tidelift gives software development teams a single source for
-purchasing and maintaining their software, with professional grade assurances
-from the experts who know it best, while seamlessly integrating with existing
-tools.
-
-[1]: https://tidelift.com/subscription/pkg/pypi-charset-normalizer?utm_source=pypi-charset-normalizer&utm_medium=readme
-
-# Changelog
-All notable changes to charset-normalizer will be documented in this file. This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
-The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
-
-## [3.3.2](https://github.com/Ousret/charset_normalizer/compare/3.3.1...3.3.2) (2023-10-31)
-
-### Fixed
-- Unintentional memory usage regression when using large payload that match several encoding (#376)
-- Regression on some detection case showcased in the documentation (#371)
-
-### Added
-- Noise (md) probe that identify malformed arabic representation due to the presence of letters in isolated form (credit to my wife)
-
-## [3.3.1](https://github.com/Ousret/charset_normalizer/compare/3.3.0...3.3.1) (2023-10-22)
-
-### Changed
-- Optional mypyc compilation upgraded to version 1.6.1 for Python >= 3.8
-- Improved the general detection reliability based on reports from the community
-
-## [3.3.0](https://github.com/Ousret/charset_normalizer/compare/3.2.0...3.3.0) (2023-09-30)
-
-### Added
-- Allow to execute the CLI (e.g. normalizer) through `python -m charset_normalizer.cli` or `python -m charset_normalizer`
-- Support for 9 forgotten encoding that are supported by Python but unlisted in `encoding.aliases` as they have no alias (#323)
-
-### Removed
-- (internal) Redundant utils.is_ascii function and unused function is_private_use_only
-- (internal) charset_normalizer.assets is moved inside charset_normalizer.constant
-
-### Changed
-- (internal) Unicode code blocks in constants are updated using the latest v15.0.0 definition to improve detection
-- Optional mypyc compilation upgraded to version 1.5.1 for Python >= 3.8
-
-### Fixed
-- Unable to properly sort CharsetMatch when both chaos/noise and coherence were close due to an unreachable condition in \_\_lt\_\_ (#350)
-
-## [3.2.0](https://github.com/Ousret/charset_normalizer/compare/3.1.0...3.2.0) (2023-06-07)
-
-### Changed
-- Typehint for function `from_path` no longer enforce `PathLike` as its first argument
-- Minor improvement over the global detection reliability
-
-### Added
-- Introduce function `is_binary` that relies on main capabilities, and optimized to detect binaries
-- Propagate `enable_fallback` argument throughout `from_bytes`, `from_path`, and `from_fp` that allow a deeper control over the detection (default True)
-- Explicit support for Python 3.12
-
-### Fixed
-- Edge case detection failure where a file would contain 'very-long' camel cased word (Issue #289)
-
-## [3.1.0](https://github.com/Ousret/charset_normalizer/compare/3.0.1...3.1.0) (2023-03-06)
-
-### Added
-- Argument `should_rename_legacy` for legacy function `detect` and disregard any new arguments without errors (PR #262)
-
-### Removed
-- Support for Python 3.6 (PR #260)
-
-### Changed
-- Optional speedup provided by mypy/c 1.0.1
-
-## [3.0.1](https://github.com/Ousret/charset_normalizer/compare/3.0.0...3.0.1) (2022-11-18)
-
-### Fixed
-- Multi-bytes cutter/chunk generator did not always cut correctly (PR #233)
-
-### Changed
-- Speedup provided by mypy/c 0.990 on Python >= 3.7
-
-## [3.0.0](https://github.com/Ousret/charset_normalizer/compare/2.1.1...3.0.0) (2022-10-20)
-
-### Added
-- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
-- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
-- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
-- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
-
-### Changed
-- Build with static metadata using 'build' frontend
-- Make the language detection stricter
-- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
-
-### Fixed
-- CLI with opt --normalize fail when using full path for files
-- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
-- Sphinx warnings when generating the documentation
-
-### Removed
-- Coherence detector no longer return 'Simple English' instead return 'English'
-- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
-- Breaking: Method `first()` and `best()` from CharsetMatch
-- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
-- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
-- Breaking: Top-level function `normalize`
-- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
-- Support for the backport `unicodedata2`
-
-## [3.0.0rc1](https://github.com/Ousret/charset_normalizer/compare/3.0.0b2...3.0.0rc1) (2022-10-18)
-
-### Added
-- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
-- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
-- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
-
-### Changed
-- Build with static metadata using 'build' frontend
-- Make the language detection stricter
-
-### Fixed
-- CLI with opt --normalize fail when using full path for files
-- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
-
-### Removed
-- Coherence detector no longer return 'Simple English' instead return 'English'
-- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
-
-## [3.0.0b2](https://github.com/Ousret/charset_normalizer/compare/3.0.0b1...3.0.0b2) (2022-08-21)
-
-### Added
-- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
-
-### Removed
-- Breaking: Method `first()` and `best()` from CharsetMatch
-- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
-
-### Fixed
-- Sphinx warnings when generating the documentation
-
-## [3.0.0b1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...3.0.0b1) (2022-08-15)
-
-### Changed
-- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
-
-### Removed
-- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
-- Breaking: Top-level function `normalize`
-- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
-- Support for the backport `unicodedata2`
-
-## [2.1.1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...2.1.1) (2022-08-19)
-
-### Deprecated
-- Function `normalize` scheduled for removal in 3.0
-
-### Changed
-- Removed useless call to decode in fn is_unprintable (#206)
-
-### Fixed
-- Third-party library (i18n xgettext) crashing not recognizing utf_8 (PEP 263) with underscore from [@aleksandernovikov](https://github.com/aleksandernovikov) (#204)
-
-## [2.1.0](https://github.com/Ousret/charset_normalizer/compare/2.0.12...2.1.0) (2022-06-19)
-
-### Added
-- Output the Unicode table version when running the CLI with `--version` (PR #194)
-
-### Changed
-- Re-use decoded buffer for single byte character sets from [@nijel](https://github.com/nijel) (PR #175)
-- Fixing some performance bottlenecks from [@deedy5](https://github.com/deedy5) (PR #183)
-
-### Fixed
-- Workaround potential bug in cpython with Zero Width No-Break Space located in Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space (PR #175)
-- CLI default threshold aligned with the API threshold from [@oleksandr-kuzmenko](https://github.com/oleksandr-kuzmenko) (PR #181)
-
-### Removed
-- Support for Python 3.5 (PR #192)
-
-### Deprecated
-- Use of backport unicodedata from `unicodedata2` as Python is quickly catching up, scheduled for removal in 3.0 (PR #194)
-
-## [2.0.12](https://github.com/Ousret/charset_normalizer/compare/2.0.11...2.0.12) (2022-02-12)
-
-### Fixed
-- ASCII miss-detection on rare cases (PR #170) 
-
-## [2.0.11](https://github.com/Ousret/charset_normalizer/compare/2.0.10...2.0.11) (2022-01-30)
-
-### Added
-- Explicit support for Python 3.11 (PR #164)
-
-### Changed
-- The logging behavior have been completely reviewed, now using only TRACE and DEBUG levels (PR #163 #165)
-
-## [2.0.10](https://github.com/Ousret/charset_normalizer/compare/2.0.9...2.0.10) (2022-01-04)
-
-### Fixed
-- Fallback match entries might lead to UnicodeDecodeError for large bytes sequence (PR #154)
-
-### Changed
-- Skipping the language-detection (CD) on ASCII (PR #155)
-
-## [2.0.9](https://github.com/Ousret/charset_normalizer/compare/2.0.8...2.0.9) (2021-12-03)
-
-### Changed
-- Moderating the logging impact (since 2.0.8) for specific environments (PR #147)
-
-### Fixed
-- Wrong logging level applied when setting kwarg `explain` to True (PR #146)
-
-## [2.0.8](https://github.com/Ousret/charset_normalizer/compare/2.0.7...2.0.8) (2021-11-24)
-### Changed
-- Improvement over Vietnamese detection (PR #126)
-- MD improvement on trailing data and long foreign (non-pure latin) data (PR #124)
-- Efficiency improvements in cd/alphabet_languages from [@adbar](https://github.com/adbar) (PR #122)
-- call sum() without an intermediary list following PEP 289 recommendations from [@adbar](https://github.com/adbar) (PR #129)
-- Code style as refactored by Sourcery-AI (PR #131) 
-- Minor adjustment on the MD around european words (PR #133)
-- Remove and replace SRTs from assets / tests (PR #139)
-- Initialize the library logger with a `NullHandler` by default from [@nmaynes](https://github.com/nmaynes) (PR #135)
-- Setting kwarg `explain` to True will add provisionally (bounded to function lifespan) a specific stream handler (PR #135)
-
-### Fixed
-- Fix large (misleading) sequence giving UnicodeDecodeError (PR #137)
-- Avoid using too insignificant chunk (PR #137)
-
-### Added
-- Add and expose function `set_logging_handler` to configure a specific StreamHandler from [@nmaynes](https://github.com/nmaynes) (PR #135)
-- Add `CHANGELOG.md` entries, format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) (PR #141)
-
-## [2.0.7](https://github.com/Ousret/charset_normalizer/compare/2.0.6...2.0.7) (2021-10-11)
-### Added
-- Add support for Kazakh (Cyrillic) language detection (PR #109)
-
-### Changed
-- Further, improve inferring the language from a given single-byte code page (PR #112)
-- Vainly trying to leverage PEP263 when PEP3120 is not supported (PR #116)
-- Refactoring for potential performance improvements in loops from [@adbar](https://github.com/adbar) (PR #113)
-- Various detection improvement (MD+CD) (PR #117)
-
-### Removed
-- Remove redundant logging entry about detected language(s) (PR #115)
-
-### Fixed
-- Fix a minor inconsistency between Python 3.5 and other versions regarding language detection (PR #117 #102)
-
-## [2.0.6](https://github.com/Ousret/charset_normalizer/compare/2.0.5...2.0.6) (2021-09-18)
-### Fixed
-- Unforeseen regression with the loss of the backward-compatibility with some older minor of Python 3.5.x (PR #100)
-- Fix CLI crash when using --minimal output in certain cases (PR #103)
-
-### Changed
-- Minor improvement to the detection efficiency (less than 1%) (PR #106 #101)
-
-## [2.0.5](https://github.com/Ousret/charset_normalizer/compare/2.0.4...2.0.5) (2021-09-14)
-### Changed
-- The project now comply with: flake8, mypy, isort and black to ensure a better overall quality (PR #81)
-- The BC-support with v1.x was improved, the old staticmethods are restored (PR #82)
-- The Unicode detection is slightly improved (PR #93)
-- Add syntax sugar \_\_bool\_\_ for results CharsetMatches list-container (PR #91)
-
-### Removed
-- The project no longer raise warning on tiny content given for detection, will be simply logged as warning instead (PR #92)
-
-### Fixed
-- In some rare case, the chunks extractor could cut in the middle of a multi-byte character and could mislead the mess detection (PR #95)
-- Some rare 'space' characters could trip up the UnprintablePlugin/Mess detection (PR #96)
-- The MANIFEST.in was not exhaustive (PR #78)
-
-## [2.0.4](https://github.com/Ousret/charset_normalizer/compare/2.0.3...2.0.4) (2021-07-30)
-### Fixed
-- The CLI no longer raise an unexpected exception when no encoding has been found (PR #70)
-- Fix accessing the 'alphabets' property when the payload contains surrogate characters (PR #68)
-- The logger could mislead (explain=True) on detected languages and the impact of one MBCS match (PR #72)
-- Submatch factoring could be wrong in rare edge cases (PR #72)
-- Multiple files given to the CLI were ignored when publishing results to STDOUT. (After the first path) (PR #72)
-- Fix line endings from CRLF to LF for certain project files (PR #67)
-
-### Changed
-- Adjust the MD to lower the sensitivity, thus improving the global detection reliability (PR #69 #76)
-- Allow fallback on specified encoding if any (PR #71)
-
-## [2.0.3](https://github.com/Ousret/charset_normalizer/compare/2.0.2...2.0.3) (2021-07-16)
-### Changed
-- Part of the detection mechanism has been improved to be less sensitive, resulting in more accurate detection results. Especially ASCII. (PR #63)
-- According to the community wishes, the detection will fall back on ASCII or UTF-8 in a last-resort case. (PR #64)
-
-## [2.0.2](https://github.com/Ousret/charset_normalizer/compare/2.0.1...2.0.2) (2021-07-15)
-### Fixed
-- Empty/Too small JSON payload miss-detection fixed. Report from [@tseaver](https://github.com/tseaver) (PR #59) 
-
-### Changed
-- Don't inject unicodedata2 into sys.modules from [@akx](https://github.com/akx) (PR #57)
-
-## [2.0.1](https://github.com/Ousret/charset_normalizer/compare/2.0.0...2.0.1) (2021-07-13)
-### Fixed
-- Make it work where there isn't a filesystem available, dropping assets frequencies.json. Report from [@sethmlarson](https://github.com/sethmlarson). (PR #55)
-- Using explain=False permanently disable the verbose output in the current runtime (PR #47)
-- One log entry (language target preemptive) was not show in logs when using explain=True (PR #47)
-- Fix undesired exception (ValueError) on getitem of instance CharsetMatches (PR #52)
-
-### Changed
-- Public function normalize default args values were not aligned with from_bytes (PR #53)
-
-### Added
-- You may now use charset aliases in cp_isolation and cp_exclusion arguments (PR #47)
-
-## [2.0.0](https://github.com/Ousret/charset_normalizer/compare/1.4.1...2.0.0) (2021-07-02)
-### Changed
-- 4x to 5 times faster than the previous 1.4.0 release. At least 2x faster than Chardet.
-- Accent has been made on UTF-8 detection, should perform rather instantaneous.
-- The backward compatibility with Chardet has been greatly improved. The legacy detect function returns an identical charset name whenever possible.
-- The detection mechanism has been slightly improved, now Turkish content is detected correctly (most of the time)
-- The program has been rewritten to ease the readability and maintainability. (+Using static typing)+
-- utf_7 detection has been reinstated.
-
-### Removed
-- This package no longer require anything when used with Python 3.5 (Dropped cached_property)
-- Removed support for these languages: Catalan, Esperanto, Kazakh, Baque, Volapük, Azeri, Galician, Nynorsk, Macedonian, and Serbocroatian.
-- The exception hook on UnicodeDecodeError has been removed.
-
-### Deprecated
-- Methods coherence_non_latin, w_counter, chaos_secondary_pass of the class CharsetMatch are now deprecated and scheduled for removal in v3.0
-
-### Fixed
-- The CLI output used the relative path of the file(s). Should be absolute.
-
-## [1.4.1](https://github.com/Ousret/charset_normalizer/compare/1.4.0...1.4.1) (2021-05-28)
-### Fixed
-- Logger configuration/usage no longer conflict with others (PR #44)
-
-## [1.4.0](https://github.com/Ousret/charset_normalizer/compare/1.3.9...1.4.0) (2021-05-21)
-### Removed
-- Using standard logging instead of using the package loguru.
-- Dropping nose test framework in favor of the maintained pytest.
-- Choose to not use dragonmapper package to help with gibberish Chinese/CJK text.
-- Require cached_property only for Python 3.5 due to constraint. Dropping for every other interpreter version.
-- Stop support for UTF-7 that does not contain a SIG.
-- Dropping PrettyTable, replaced with pure JSON output in CLI.
-
-### Fixed
-- BOM marker in a CharsetNormalizerMatch instance could be False in rare cases even if obviously present. Due to the sub-match factoring process.
-- Not searching properly for the BOM when trying utf32/16 parent codec.
-
-### Changed
-- Improving the package final size by compressing frequencies.json.
-- Huge improvement over the larges payload.
-
-### Added
-- CLI now produces JSON consumable output.
-- Return ASCII if given sequences fit. Given reasonable confidence.
-
-## [1.3.9](https://github.com/Ousret/charset_normalizer/compare/1.3.8...1.3.9) (2021-05-13)
-
-### Fixed
-- In some very rare cases, you may end up getting encode/decode errors due to a bad bytes payload (PR #40)
-
-## [1.3.8](https://github.com/Ousret/charset_normalizer/compare/1.3.7...1.3.8) (2021-05-12)
-
-### Fixed
-- Empty given payload for detection may cause an exception if trying to access the `alphabets` property. (PR #39)
-
-## [1.3.7](https://github.com/Ousret/charset_normalizer/compare/1.3.6...1.3.7) (2021-05-12)
-
-### Fixed
-- The legacy detect function should return UTF-8-SIG if sig is present in the payload. (PR #38)
-
-## [1.3.6](https://github.com/Ousret/charset_normalizer/compare/1.3.5...1.3.6) (2021-02-09)
-
-### Changed
-- Amend the previous release to allow prettytable 2.0 (PR #35)
-
-## [1.3.5](https://github.com/Ousret/charset_normalizer/compare/1.3.4...1.3.5) (2021-02-08)
-
-### Fixed
-- Fix error while using the package with a python pre-release interpreter (PR #33)
-
-### Changed
-- Dependencies refactoring, constraints revised.
-
-### Added
-- Add python 3.9 and 3.10 to the supported interpreters
-
-MIT License
-
-Copyright (c) 2019 TAHRI Ahmed R.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
deleted file mode 100644
index 1303d71c7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
+++ /dev/null
@@ -1,35 +0,0 @@
-../../bin/normalizer,sha256=0R5cAp7pyMsQYJqiKungC_cPWKCdWsOdoWB0C4HqSSQ,310
-charset_normalizer-3.3.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-charset_normalizer-3.3.2.dist-info/LICENSE,sha256=6zGgxaT7Cbik4yBV0lweX5w1iidS_vPNcgIT0cz-4kE,1070
-charset_normalizer-3.3.2.dist-info/METADATA,sha256=cfLhl5A6SI-F0oclm8w8ux9wshL1nipdeCdVnYb4AaA,33550
-charset_normalizer-3.3.2.dist-info/RECORD,,
-charset_normalizer-3.3.2.dist-info/WHEEL,sha256=1K25WgJ_KyfvTx-UW0AtTToB1lRjnG-GzH7SmFlnRPw,111
-charset_normalizer-3.3.2.dist-info/entry_points.txt,sha256=ADSTKrkXZ3hhdOVFi6DcUEHQRS0xfxDIE_pEz4wLIXA,65
-charset_normalizer-3.3.2.dist-info/top_level.txt,sha256=7ASyzePr8_xuZWJsnqJjIBtyV8vhEo0wBCv1MPRRi3Q,19
-charset_normalizer/__init__.py,sha256=UzI3xC8PhmcLRMzSgPb6minTmRq0kWznnCBJ8ZCc2XI,1577
-charset_normalizer/__main__.py,sha256=JxY8bleaENOFlLRb9HfoeZCzAMnn2A1oGR5Xm2eyqg0,73
-charset_normalizer/__pycache__/__init__.cpython-311.pyc,,
-charset_normalizer/__pycache__/__main__.cpython-311.pyc,,
-charset_normalizer/__pycache__/api.cpython-311.pyc,,
-charset_normalizer/__pycache__/cd.cpython-311.pyc,,
-charset_normalizer/__pycache__/constant.cpython-311.pyc,,
-charset_normalizer/__pycache__/legacy.cpython-311.pyc,,
-charset_normalizer/__pycache__/md.cpython-311.pyc,,
-charset_normalizer/__pycache__/models.cpython-311.pyc,,
-charset_normalizer/__pycache__/utils.cpython-311.pyc,,
-charset_normalizer/__pycache__/version.cpython-311.pyc,,
-charset_normalizer/api.py,sha256=WOlWjy6wT8SeMYFpaGbXZFN1TMXa-s8vZYfkL4G29iQ,21097
-charset_normalizer/cd.py,sha256=xwZliZcTQFA3jU0c00PRiu9MNxXTFxQkFLWmMW24ZzI,12560
-charset_normalizer/cli/__init__.py,sha256=D5ERp8P62llm2FuoMzydZ7d9rs8cvvLXqE-1_6oViPc,100
-charset_normalizer/cli/__main__.py,sha256=2F-xURZJzo063Ye-2RLJ2wcmURpbKeAzKwpiws65dAs,9744
-charset_normalizer/cli/__pycache__/__init__.cpython-311.pyc,,
-charset_normalizer/cli/__pycache__/__main__.cpython-311.pyc,,
-charset_normalizer/constant.py,sha256=p0IsOVcEbPWYPOdWhnhRbjK1YVBy6fs05C5vKC-zoxU,40481
-charset_normalizer/legacy.py,sha256=T-QuVMsMeDiQEk8WSszMrzVJg_14AMeSkmHdRYhdl1k,2071
-charset_normalizer/md.cpython-311-darwin.so,sha256=OiyW5lqB7AjKTjTrjNitBY5KKuGMheybG2G8wJeEO6E,33152
-charset_normalizer/md.py,sha256=NkSuVLK13_a8c7BxZ4cGIQ5vOtGIWOdh22WZEvjp-7U,19624
-charset_normalizer/md__mypyc.cpython-311-darwin.so,sha256=4kdSJP5eNMOfCSeGHpSa5_ff7vNw2hX1e_d-Q4oQ6yg,215680
-charset_normalizer/models.py,sha256=I5i0s4aKCCgLPY2tUY3pwkgFA-BUbbNxQ7hVkVTt62s,11624
-charset_normalizer/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-charset_normalizer/utils.py,sha256=teiosMqzKjXyAHXnGdjSBOgnBZwx-SkBbCLrx0UXy8M,11894
-charset_normalizer/version.py,sha256=iHKUfHD3kDRSyrh_BN2ojh43TA5-UZQjvbVIEFfpHDs,79
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
deleted file mode 100644
index a65e9b2f2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.41.2)
-Root-Is-Purelib: false
-Tag: cp311-cp311-macosx_10_9_x86_64
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
deleted file mode 100644
index 65619e73e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-[console_scripts]
-normalizer = charset_normalizer.cli:cli_detect
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
deleted file mode 100644
index 66958f0a0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-charset_normalizer
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
deleted file mode 100644
index 55991fc38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-Charset-Normalizer
-~~~~~~~~~~~~~~
-The Real First Universal Charset Detector.
-A library that helps you read text from an unknown charset encoding.
-Motivated by chardet, This package is trying to resolve the issue by taking a new approach.
-All IANA character set names for which the Python core library provides codecs are supported.
-
-Basic usage:
-   >>> from charset_normalizer import from_bytes
-   >>> results = from_bytes('Bсеки човек има право на образование. Oбразованието!'.encode('utf_8'))
-   >>> best_guess = results.best()
-   >>> str(best_guess)
-   'Bсеки човек има право на образование. Oбразованието!'
-
-Others methods and usages are available - see the full documentation
-at <https://github.com/Ousret/charset_normalizer>.
-:copyright: (c) 2021 by Ahmed TAHRI
-:license: MIT, see LICENSE for more details.
-"""
-import logging
-
-from .api import from_bytes, from_fp, from_path, is_binary
-from .legacy import detect
-from .models import CharsetMatch, CharsetMatches
-from .utils import set_logging_handler
-from .version import VERSION, __version__
-
-__all__ = (
-    "from_fp",
-    "from_path",
-    "from_bytes",
-    "is_binary",
-    "detect",
-    "CharsetMatch",
-    "CharsetMatches",
-    "__version__",
-    "VERSION",
-    "set_logging_handler",
-)
-
-# Attach a NullHandler to the top level logger by default
-# https://docs.python.org/3.3/howto/logging.html#configuring-logging-for-a-library
-
-logging.getLogger("charset_normalizer").addHandler(logging.NullHandler())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
deleted file mode 100644
index beae2ef77..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from .cli import cli_detect
-
-if __name__ == "__main__":
-    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
deleted file mode 100644
index 0ba08e3a5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
+++ /dev/null
@@ -1,626 +0,0 @@
-import logging
-from os import PathLike
-from typing import BinaryIO, List, Optional, Set, Union
-
-from .cd import (
-    coherence_ratio,
-    encoding_languages,
-    mb_encoding_languages,
-    merge_coherence_ratios,
-)
-from .constant import IANA_SUPPORTED, TOO_BIG_SEQUENCE, TOO_SMALL_SEQUENCE, TRACE
-from .md import mess_ratio
-from .models import CharsetMatch, CharsetMatches
-from .utils import (
-    any_specified_encoding,
-    cut_sequence_chunks,
-    iana_name,
-    identify_sig_or_bom,
-    is_cp_similar,
-    is_multi_byte_encoding,
-    should_strip_sig_or_bom,
-)
-
-# Will most likely be controversial
-# logging.addLevelName(TRACE, "TRACE")
-logger = logging.getLogger("charset_normalizer")
-explain_handler = logging.StreamHandler()
-explain_handler.setFormatter(
-    logging.Formatter("%(asctime)s | %(levelname)s | %(message)s")
-)
-
-
-def from_bytes(
-    sequences: Union[bytes, bytearray],
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.2,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Given a raw bytes sequence, return the best possibles charset usable to render str objects.
-    If there is no results, it is a strong indicator that the source is binary/not text.
-    By default, the process will extract 5 blocks of 512o each to assess the mess and coherence of a given sequence.
-    And will give up a particular code page after 20% of measured mess. Those criteria are customizable at will.
-
-    The preemptive behavior DOES NOT replace the traditional detection workflow, it prioritize a particular code page
-    but never take it for granted. Can improve the performance.
-
-    You may want to focus your attention to some code page or/and not others, use cp_isolation and cp_exclusion for that
-    purpose.
-
-    This function will strip the SIG in the payload/sequence every time except on UTF-16, UTF-32.
-    By default the library does not setup any handler other than the NullHandler, if you choose to set the 'explain'
-    toggle to True it will alter the logger configuration to add a StreamHandler that is suitable for debugging.
-    Custom logging format and handler can be set manually.
-    """
-
-    if not isinstance(sequences, (bytearray, bytes)):
-        raise TypeError(
-            "Expected object of type bytes or bytearray, got: {0}".format(
-                type(sequences)
-            )
-        )
-
-    if explain:
-        previous_logger_level: int = logger.level
-        logger.addHandler(explain_handler)
-        logger.setLevel(TRACE)
-
-    length: int = len(sequences)
-
-    if length == 0:
-        logger.debug("Encoding detection on empty bytes, assuming utf_8 intention.")
-        if explain:
-            logger.removeHandler(explain_handler)
-            logger.setLevel(previous_logger_level or logging.WARNING)
-        return CharsetMatches([CharsetMatch(sequences, "utf_8", 0.0, False, [], "")])
-
-    if cp_isolation is not None:
-        logger.log(
-            TRACE,
-            "cp_isolation is set. use this flag for debugging purpose. "
-            "limited list of encoding allowed : %s.",
-            ", ".join(cp_isolation),
-        )
-        cp_isolation = [iana_name(cp, False) for cp in cp_isolation]
-    else:
-        cp_isolation = []
-
-    if cp_exclusion is not None:
-        logger.log(
-            TRACE,
-            "cp_exclusion is set. use this flag for debugging purpose. "
-            "limited list of encoding excluded : %s.",
-            ", ".join(cp_exclusion),
-        )
-        cp_exclusion = [iana_name(cp, False) for cp in cp_exclusion]
-    else:
-        cp_exclusion = []
-
-    if length <= (chunk_size * steps):
-        logger.log(
-            TRACE,
-            "override steps (%i) and chunk_size (%i) as content does not fit (%i byte(s) given) parameters.",
-            steps,
-            chunk_size,
-            length,
-        )
-        steps = 1
-        chunk_size = length
-
-    if steps > 1 and length / steps < chunk_size:
-        chunk_size = int(length / steps)
-
-    is_too_small_sequence: bool = len(sequences) < TOO_SMALL_SEQUENCE
-    is_too_large_sequence: bool = len(sequences) >= TOO_BIG_SEQUENCE
-
-    if is_too_small_sequence:
-        logger.log(
-            TRACE,
-            "Trying to detect encoding from a tiny portion of ({}) byte(s).".format(
-                length
-            ),
-        )
-    elif is_too_large_sequence:
-        logger.log(
-            TRACE,
-            "Using lazy str decoding because the payload is quite large, ({}) byte(s).".format(
-                length
-            ),
-        )
-
-    prioritized_encodings: List[str] = []
-
-    specified_encoding: Optional[str] = (
-        any_specified_encoding(sequences) if preemptive_behaviour else None
-    )
-
-    if specified_encoding is not None:
-        prioritized_encodings.append(specified_encoding)
-        logger.log(
-            TRACE,
-            "Detected declarative mark in sequence. Priority +1 given for %s.",
-            specified_encoding,
-        )
-
-    tested: Set[str] = set()
-    tested_but_hard_failure: List[str] = []
-    tested_but_soft_failure: List[str] = []
-
-    fallback_ascii: Optional[CharsetMatch] = None
-    fallback_u8: Optional[CharsetMatch] = None
-    fallback_specified: Optional[CharsetMatch] = None
-
-    results: CharsetMatches = CharsetMatches()
-
-    sig_encoding, sig_payload = identify_sig_or_bom(sequences)
-
-    if sig_encoding is not None:
-        prioritized_encodings.append(sig_encoding)
-        logger.log(
-            TRACE,
-            "Detected a SIG or BOM mark on first %i byte(s). Priority +1 given for %s.",
-            len(sig_payload),
-            sig_encoding,
-        )
-
-    prioritized_encodings.append("ascii")
-
-    if "utf_8" not in prioritized_encodings:
-        prioritized_encodings.append("utf_8")
-
-    for encoding_iana in prioritized_encodings + IANA_SUPPORTED:
-        if cp_isolation and encoding_iana not in cp_isolation:
-            continue
-
-        if cp_exclusion and encoding_iana in cp_exclusion:
-            continue
-
-        if encoding_iana in tested:
-            continue
-
-        tested.add(encoding_iana)
-
-        decoded_payload: Optional[str] = None
-        bom_or_sig_available: bool = sig_encoding == encoding_iana
-        strip_sig_or_bom: bool = bom_or_sig_available and should_strip_sig_or_bom(
-            encoding_iana
-        )
-
-        if encoding_iana in {"utf_16", "utf_32"} and not bom_or_sig_available:
-            logger.log(
-                TRACE,
-                "Encoding %s won't be tested as-is because it require a BOM. Will try some sub-encoder LE/BE.",
-                encoding_iana,
-            )
-            continue
-        if encoding_iana in {"utf_7"} and not bom_or_sig_available:
-            logger.log(
-                TRACE,
-                "Encoding %s won't be tested as-is because detection is unreliable without BOM/SIG.",
-                encoding_iana,
-            )
-            continue
-
-        try:
-            is_multi_byte_decoder: bool = is_multi_byte_encoding(encoding_iana)
-        except (ModuleNotFoundError, ImportError):
-            logger.log(
-                TRACE,
-                "Encoding %s does not provide an IncrementalDecoder",
-                encoding_iana,
-            )
-            continue
-
-        try:
-            if is_too_large_sequence and is_multi_byte_decoder is False:
-                str(
-                    sequences[: int(50e4)]
-                    if strip_sig_or_bom is False
-                    else sequences[len(sig_payload) : int(50e4)],
-                    encoding=encoding_iana,
-                )
-            else:
-                decoded_payload = str(
-                    sequences
-                    if strip_sig_or_bom is False
-                    else sequences[len(sig_payload) :],
-                    encoding=encoding_iana,
-                )
-        except (UnicodeDecodeError, LookupError) as e:
-            if not isinstance(e, LookupError):
-                logger.log(
-                    TRACE,
-                    "Code page %s does not fit given bytes sequence at ALL. %s",
-                    encoding_iana,
-                    str(e),
-                )
-            tested_but_hard_failure.append(encoding_iana)
-            continue
-
-        similar_soft_failure_test: bool = False
-
-        for encoding_soft_failed in tested_but_soft_failure:
-            if is_cp_similar(encoding_iana, encoding_soft_failed):
-                similar_soft_failure_test = True
-                break
-
-        if similar_soft_failure_test:
-            logger.log(
-                TRACE,
-                "%s is deemed too similar to code page %s and was consider unsuited already. Continuing!",
-                encoding_iana,
-                encoding_soft_failed,
-            )
-            continue
-
-        r_ = range(
-            0 if not bom_or_sig_available else len(sig_payload),
-            length,
-            int(length / steps),
-        )
-
-        multi_byte_bonus: bool = (
-            is_multi_byte_decoder
-            and decoded_payload is not None
-            and len(decoded_payload) < length
-        )
-
-        if multi_byte_bonus:
-            logger.log(
-                TRACE,
-                "Code page %s is a multi byte encoding table and it appear that at least one character "
-                "was encoded using n-bytes.",
-                encoding_iana,
-            )
-
-        max_chunk_gave_up: int = int(len(r_) / 4)
-
-        max_chunk_gave_up = max(max_chunk_gave_up, 2)
-        early_stop_count: int = 0
-        lazy_str_hard_failure = False
-
-        md_chunks: List[str] = []
-        md_ratios = []
-
-        try:
-            for chunk in cut_sequence_chunks(
-                sequences,
-                encoding_iana,
-                r_,
-                chunk_size,
-                bom_or_sig_available,
-                strip_sig_or_bom,
-                sig_payload,
-                is_multi_byte_decoder,
-                decoded_payload,
-            ):
-                md_chunks.append(chunk)
-
-                md_ratios.append(
-                    mess_ratio(
-                        chunk,
-                        threshold,
-                        explain is True and 1 <= len(cp_isolation) <= 2,
-                    )
-                )
-
-                if md_ratios[-1] >= threshold:
-                    early_stop_count += 1
-
-                if (early_stop_count >= max_chunk_gave_up) or (
-                    bom_or_sig_available and strip_sig_or_bom is False
-                ):
-                    break
-        except (
-            UnicodeDecodeError
-        ) as e:  # Lazy str loading may have missed something there
-            logger.log(
-                TRACE,
-                "LazyStr Loading: After MD chunk decode, code page %s does not fit given bytes sequence at ALL. %s",
-                encoding_iana,
-                str(e),
-            )
-            early_stop_count = max_chunk_gave_up
-            lazy_str_hard_failure = True
-
-        # We might want to check the sequence again with the whole content
-        # Only if initial MD tests passes
-        if (
-            not lazy_str_hard_failure
-            and is_too_large_sequence
-            and not is_multi_byte_decoder
-        ):
-            try:
-                sequences[int(50e3) :].decode(encoding_iana, errors="strict")
-            except UnicodeDecodeError as e:
-                logger.log(
-                    TRACE,
-                    "LazyStr Loading: After final lookup, code page %s does not fit given bytes sequence at ALL. %s",
-                    encoding_iana,
-                    str(e),
-                )
-                tested_but_hard_failure.append(encoding_iana)
-                continue
-
-        mean_mess_ratio: float = sum(md_ratios) / len(md_ratios) if md_ratios else 0.0
-        if mean_mess_ratio >= threshold or early_stop_count >= max_chunk_gave_up:
-            tested_but_soft_failure.append(encoding_iana)
-            logger.log(
-                TRACE,
-                "%s was excluded because of initial chaos probing. Gave up %i time(s). "
-                "Computed mean chaos is %f %%.",
-                encoding_iana,
-                early_stop_count,
-                round(mean_mess_ratio * 100, ndigits=3),
-            )
-            # Preparing those fallbacks in case we got nothing.
-            if (
-                enable_fallback
-                and encoding_iana in ["ascii", "utf_8", specified_encoding]
-                and not lazy_str_hard_failure
-            ):
-                fallback_entry = CharsetMatch(
-                    sequences, encoding_iana, threshold, False, [], decoded_payload
-                )
-                if encoding_iana == specified_encoding:
-                    fallback_specified = fallback_entry
-                elif encoding_iana == "ascii":
-                    fallback_ascii = fallback_entry
-                else:
-                    fallback_u8 = fallback_entry
-            continue
-
-        logger.log(
-            TRACE,
-            "%s passed initial chaos probing. Mean measured chaos is %f %%",
-            encoding_iana,
-            round(mean_mess_ratio * 100, ndigits=3),
-        )
-
-        if not is_multi_byte_decoder:
-            target_languages: List[str] = encoding_languages(encoding_iana)
-        else:
-            target_languages = mb_encoding_languages(encoding_iana)
-
-        if target_languages:
-            logger.log(
-                TRACE,
-                "{} should target any language(s) of {}".format(
-                    encoding_iana, str(target_languages)
-                ),
-            )
-
-        cd_ratios = []
-
-        # We shall skip the CD when its about ASCII
-        # Most of the time its not relevant to run "language-detection" on it.
-        if encoding_iana != "ascii":
-            for chunk in md_chunks:
-                chunk_languages = coherence_ratio(
-                    chunk,
-                    language_threshold,
-                    ",".join(target_languages) if target_languages else None,
-                )
-
-                cd_ratios.append(chunk_languages)
-
-        cd_ratios_merged = merge_coherence_ratios(cd_ratios)
-
-        if cd_ratios_merged:
-            logger.log(
-                TRACE,
-                "We detected language {} using {}".format(
-                    cd_ratios_merged, encoding_iana
-                ),
-            )
-
-        results.append(
-            CharsetMatch(
-                sequences,
-                encoding_iana,
-                mean_mess_ratio,
-                bom_or_sig_available,
-                cd_ratios_merged,
-                decoded_payload,
-            )
-        )
-
-        if (
-            encoding_iana in [specified_encoding, "ascii", "utf_8"]
-            and mean_mess_ratio < 0.1
-        ):
-            logger.debug(
-                "Encoding detection: %s is most likely the one.", encoding_iana
-            )
-            if explain:
-                logger.removeHandler(explain_handler)
-                logger.setLevel(previous_logger_level)
-            return CharsetMatches([results[encoding_iana]])
-
-        if encoding_iana == sig_encoding:
-            logger.debug(
-                "Encoding detection: %s is most likely the one as we detected a BOM or SIG within "
-                "the beginning of the sequence.",
-                encoding_iana,
-            )
-            if explain:
-                logger.removeHandler(explain_handler)
-                logger.setLevel(previous_logger_level)
-            return CharsetMatches([results[encoding_iana]])
-
-    if len(results) == 0:
-        if fallback_u8 or fallback_ascii or fallback_specified:
-            logger.log(
-                TRACE,
-                "Nothing got out of the detection process. Using ASCII/UTF-8/Specified fallback.",
-            )
-
-        if fallback_specified:
-            logger.debug(
-                "Encoding detection: %s will be used as a fallback match",
-                fallback_specified.encoding,
-            )
-            results.append(fallback_specified)
-        elif (
-            (fallback_u8 and fallback_ascii is None)
-            or (
-                fallback_u8
-                and fallback_ascii
-                and fallback_u8.fingerprint != fallback_ascii.fingerprint
-            )
-            or (fallback_u8 is not None)
-        ):
-            logger.debug("Encoding detection: utf_8 will be used as a fallback match")
-            results.append(fallback_u8)
-        elif fallback_ascii:
-            logger.debug("Encoding detection: ascii will be used as a fallback match")
-            results.append(fallback_ascii)
-
-    if results:
-        logger.debug(
-            "Encoding detection: Found %s as plausible (best-candidate) for content. With %i alternatives.",
-            results.best().encoding,  # type: ignore
-            len(results) - 1,
-        )
-    else:
-        logger.debug("Encoding detection: Unable to determine any suitable charset.")
-
-    if explain:
-        logger.removeHandler(explain_handler)
-        logger.setLevel(previous_logger_level)
-
-    return results
-
-
-def from_fp(
-    fp: BinaryIO,
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Same thing than the function from_bytes but using a file pointer that is already ready.
-    Will not close the file pointer.
-    """
-    return from_bytes(
-        fp.read(),
-        steps,
-        chunk_size,
-        threshold,
-        cp_isolation,
-        cp_exclusion,
-        preemptive_behaviour,
-        explain,
-        language_threshold,
-        enable_fallback,
-    )
-
-
-def from_path(
-    path: Union[str, bytes, PathLike],  # type: ignore[type-arg]
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Same thing than the function from_bytes but with one extra step. Opening and reading given file path in binary mode.
-    Can raise IOError.
-    """
-    with open(path, "rb") as fp:
-        return from_fp(
-            fp,
-            steps,
-            chunk_size,
-            threshold,
-            cp_isolation,
-            cp_exclusion,
-            preemptive_behaviour,
-            explain,
-            language_threshold,
-            enable_fallback,
-        )
-
-
-def is_binary(
-    fp_or_path_or_payload: Union[PathLike, str, BinaryIO, bytes],  # type: ignore[type-arg]
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = False,
-) -> bool:
-    """
-    Detect if the given input (file, bytes, or path) points to a binary file. aka. not a string.
-    Based on the same main heuristic algorithms and default kwargs at the sole exception that fallbacks match
-    are disabled to be stricter around ASCII-compatible but unlikely to be a string.
-    """
-    if isinstance(fp_or_path_or_payload, (str, PathLike)):
-        guesses = from_path(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-    elif isinstance(
-        fp_or_path_or_payload,
-        (
-            bytes,
-            bytearray,
-        ),
-    ):
-        guesses = from_bytes(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-    else:
-        guesses = from_fp(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-
-    return not guesses
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
deleted file mode 100644
index 4ea6760c4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
+++ /dev/null
@@ -1,395 +0,0 @@
-import importlib
-from codecs import IncrementalDecoder
-from collections import Counter
-from functools import lru_cache
-from typing import Counter as TypeCounter, Dict, List, Optional, Tuple
-
-from .constant import (
-    FREQUENCIES,
-    KO_NAMES,
-    LANGUAGE_SUPPORTED_COUNT,
-    TOO_SMALL_SEQUENCE,
-    ZH_NAMES,
-)
-from .md import is_suspiciously_successive_range
-from .models import CoherenceMatches
-from .utils import (
-    is_accentuated,
-    is_latin,
-    is_multi_byte_encoding,
-    is_unicode_range_secondary,
-    unicode_range,
-)
-
-
-def encoding_unicode_range(iana_name: str) -> List[str]:
-    """
-    Return associated unicode ranges in a single byte code page.
-    """
-    if is_multi_byte_encoding(iana_name):
-        raise IOError("Function not supported on multi-byte code page")
-
-    decoder = importlib.import_module(
-        "encodings.{}".format(iana_name)
-    ).IncrementalDecoder
-
-    p: IncrementalDecoder = decoder(errors="ignore")
-    seen_ranges: Dict[str, int] = {}
-    character_count: int = 0
-
-    for i in range(0x40, 0xFF):
-        chunk: str = p.decode(bytes([i]))
-
-        if chunk:
-            character_range: Optional[str] = unicode_range(chunk)
-
-            if character_range is None:
-                continue
-
-            if is_unicode_range_secondary(character_range) is False:
-                if character_range not in seen_ranges:
-                    seen_ranges[character_range] = 0
-                seen_ranges[character_range] += 1
-                character_count += 1
-
-    return sorted(
-        [
-            character_range
-            for character_range in seen_ranges
-            if seen_ranges[character_range] / character_count >= 0.15
-        ]
-    )
-
-
-def unicode_range_languages(primary_range: str) -> List[str]:
-    """
-    Return inferred languages used with a unicode range.
-    """
-    languages: List[str] = []
-
-    for language, characters in FREQUENCIES.items():
-        for character in characters:
-            if unicode_range(character) == primary_range:
-                languages.append(language)
-                break
-
-    return languages
-
-
-@lru_cache()
-def encoding_languages(iana_name: str) -> List[str]:
-    """
-    Single-byte encoding language association. Some code page are heavily linked to particular language(s).
-    This function does the correspondence.
-    """
-    unicode_ranges: List[str] = encoding_unicode_range(iana_name)
-    primary_range: Optional[str] = None
-
-    for specified_range in unicode_ranges:
-        if "Latin" not in specified_range:
-            primary_range = specified_range
-            break
-
-    if primary_range is None:
-        return ["Latin Based"]
-
-    return unicode_range_languages(primary_range)
-
-
-@lru_cache()
-def mb_encoding_languages(iana_name: str) -> List[str]:
-    """
-    Multi-byte encoding language association. Some code page are heavily linked to particular language(s).
-    This function does the correspondence.
-    """
-    if (
-        iana_name.startswith("shift_")
-        or iana_name.startswith("iso2022_jp")
-        or iana_name.startswith("euc_j")
-        or iana_name == "cp932"
-    ):
-        return ["Japanese"]
-    if iana_name.startswith("gb") or iana_name in ZH_NAMES:
-        return ["Chinese"]
-    if iana_name.startswith("iso2022_kr") or iana_name in KO_NAMES:
-        return ["Korean"]
-
-    return []
-
-
-@lru_cache(maxsize=LANGUAGE_SUPPORTED_COUNT)
-def get_target_features(language: str) -> Tuple[bool, bool]:
-    """
-    Determine main aspects from a supported language if it contains accents and if is pure Latin.
-    """
-    target_have_accents: bool = False
-    target_pure_latin: bool = True
-
-    for character in FREQUENCIES[language]:
-        if not target_have_accents and is_accentuated(character):
-            target_have_accents = True
-        if target_pure_latin and is_latin(character) is False:
-            target_pure_latin = False
-
-    return target_have_accents, target_pure_latin
-
-
-def alphabet_languages(
-    characters: List[str], ignore_non_latin: bool = False
-) -> List[str]:
-    """
-    Return associated languages associated to given characters.
-    """
-    languages: List[Tuple[str, float]] = []
-
-    source_have_accents = any(is_accentuated(character) for character in characters)
-
-    for language, language_characters in FREQUENCIES.items():
-        target_have_accents, target_pure_latin = get_target_features(language)
-
-        if ignore_non_latin and target_pure_latin is False:
-            continue
-
-        if target_have_accents is False and source_have_accents:
-            continue
-
-        character_count: int = len(language_characters)
-
-        character_match_count: int = len(
-            [c for c in language_characters if c in characters]
-        )
-
-        ratio: float = character_match_count / character_count
-
-        if ratio >= 0.2:
-            languages.append((language, ratio))
-
-    languages = sorted(languages, key=lambda x: x[1], reverse=True)
-
-    return [compatible_language[0] for compatible_language in languages]
-
-
-def characters_popularity_compare(
-    language: str, ordered_characters: List[str]
-) -> float:
-    """
-    Determine if a ordered characters list (by occurrence from most appearance to rarest) match a particular language.
-    The result is a ratio between 0. (absolutely no correspondence) and 1. (near perfect fit).
-    Beware that is function is not strict on the match in order to ease the detection. (Meaning close match is 1.)
-    """
-    if language not in FREQUENCIES:
-        raise ValueError("{} not available".format(language))
-
-    character_approved_count: int = 0
-    FREQUENCIES_language_set = set(FREQUENCIES[language])
-
-    ordered_characters_count: int = len(ordered_characters)
-    target_language_characters_count: int = len(FREQUENCIES[language])
-
-    large_alphabet: bool = target_language_characters_count > 26
-
-    for character, character_rank in zip(
-        ordered_characters, range(0, ordered_characters_count)
-    ):
-        if character not in FREQUENCIES_language_set:
-            continue
-
-        character_rank_in_language: int = FREQUENCIES[language].index(character)
-        expected_projection_ratio: float = (
-            target_language_characters_count / ordered_characters_count
-        )
-        character_rank_projection: int = int(character_rank * expected_projection_ratio)
-
-        if (
-            large_alphabet is False
-            and abs(character_rank_projection - character_rank_in_language) > 4
-        ):
-            continue
-
-        if (
-            large_alphabet is True
-            and abs(character_rank_projection - character_rank_in_language)
-            < target_language_characters_count / 3
-        ):
-            character_approved_count += 1
-            continue
-
-        characters_before_source: List[str] = FREQUENCIES[language][
-            0:character_rank_in_language
-        ]
-        characters_after_source: List[str] = FREQUENCIES[language][
-            character_rank_in_language:
-        ]
-        characters_before: List[str] = ordered_characters[0:character_rank]
-        characters_after: List[str] = ordered_characters[character_rank:]
-
-        before_match_count: int = len(
-            set(characters_before) & set(characters_before_source)
-        )
-
-        after_match_count: int = len(
-            set(characters_after) & set(characters_after_source)
-        )
-
-        if len(characters_before_source) == 0 and before_match_count <= 4:
-            character_approved_count += 1
-            continue
-
-        if len(characters_after_source) == 0 and after_match_count <= 4:
-            character_approved_count += 1
-            continue
-
-        if (
-            before_match_count / len(characters_before_source) >= 0.4
-            or after_match_count / len(characters_after_source) >= 0.4
-        ):
-            character_approved_count += 1
-            continue
-
-    return character_approved_count / len(ordered_characters)
-
-
-def alpha_unicode_split(decoded_sequence: str) -> List[str]:
-    """
-    Given a decoded text sequence, return a list of str. Unicode range / alphabet separation.
-    Ex. a text containing English/Latin with a bit a Hebrew will return two items in the resulting list;
-    One containing the latin letters and the other hebrew.
-    """
-    layers: Dict[str, str] = {}
-
-    for character in decoded_sequence:
-        if character.isalpha() is False:
-            continue
-
-        character_range: Optional[str] = unicode_range(character)
-
-        if character_range is None:
-            continue
-
-        layer_target_range: Optional[str] = None
-
-        for discovered_range in layers:
-            if (
-                is_suspiciously_successive_range(discovered_range, character_range)
-                is False
-            ):
-                layer_target_range = discovered_range
-                break
-
-        if layer_target_range is None:
-            layer_target_range = character_range
-
-        if layer_target_range not in layers:
-            layers[layer_target_range] = character.lower()
-            continue
-
-        layers[layer_target_range] += character.lower()
-
-    return list(layers.values())
-
-
-def merge_coherence_ratios(results: List[CoherenceMatches]) -> CoherenceMatches:
-    """
-    This function merge results previously given by the function coherence_ratio.
-    The return type is the same as coherence_ratio.
-    """
-    per_language_ratios: Dict[str, List[float]] = {}
-    for result in results:
-        for sub_result in result:
-            language, ratio = sub_result
-            if language not in per_language_ratios:
-                per_language_ratios[language] = [ratio]
-                continue
-            per_language_ratios[language].append(ratio)
-
-    merge = [
-        (
-            language,
-            round(
-                sum(per_language_ratios[language]) / len(per_language_ratios[language]),
-                4,
-            ),
-        )
-        for language in per_language_ratios
-    ]
-
-    return sorted(merge, key=lambda x: x[1], reverse=True)
-
-
-def filter_alt_coherence_matches(results: CoherenceMatches) -> CoherenceMatches:
-    """
-    We shall NOT return "English—" in CoherenceMatches because it is an alternative
-    of "English". This function only keeps the best match and remove the em-dash in it.
-    """
-    index_results: Dict[str, List[float]] = dict()
-
-    for result in results:
-        language, ratio = result
-        no_em_name: str = language.replace("—", "")
-
-        if no_em_name not in index_results:
-            index_results[no_em_name] = []
-
-        index_results[no_em_name].append(ratio)
-
-    if any(len(index_results[e]) > 1 for e in index_results):
-        filtered_results: CoherenceMatches = []
-
-        for language in index_results:
-            filtered_results.append((language, max(index_results[language])))
-
-        return filtered_results
-
-    return results
-
-
-@lru_cache(maxsize=2048)
-def coherence_ratio(
-    decoded_sequence: str, threshold: float = 0.1, lg_inclusion: Optional[str] = None
-) -> CoherenceMatches:
-    """
-    Detect ANY language that can be identified in given sequence. The sequence will be analysed by layers.
-    A layer = Character extraction by alphabets/ranges.
-    """
-
-    results: List[Tuple[str, float]] = []
-    ignore_non_latin: bool = False
-
-    sufficient_match_count: int = 0
-
-    lg_inclusion_list = lg_inclusion.split(",") if lg_inclusion is not None else []
-    if "Latin Based" in lg_inclusion_list:
-        ignore_non_latin = True
-        lg_inclusion_list.remove("Latin Based")
-
-    for layer in alpha_unicode_split(decoded_sequence):
-        sequence_frequencies: TypeCounter[str] = Counter(layer)
-        most_common = sequence_frequencies.most_common()
-
-        character_count: int = sum(o for c, o in most_common)
-
-        if character_count <= TOO_SMALL_SEQUENCE:
-            continue
-
-        popular_character_ordered: List[str] = [c for c, o in most_common]
-
-        for language in lg_inclusion_list or alphabet_languages(
-            popular_character_ordered, ignore_non_latin
-        ):
-            ratio: float = characters_popularity_compare(
-                language, popular_character_ordered
-            )
-
-            if ratio < threshold:
-                continue
-            elif ratio >= 0.8:
-                sufficient_match_count += 1
-
-            results.append((language, round(ratio, 4)))
-
-            if sufficient_match_count >= 3:
-                break
-
-    return sorted(
-        filter_alt_coherence_matches(results), key=lambda x: x[1], reverse=True
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
deleted file mode 100644
index d95fedfe5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
+++ /dev/null
@@ -1,6 +0,0 @@
-from .__main__ import cli_detect, query_yes_no
-
-__all__ = (
-    "cli_detect",
-    "query_yes_no",
-)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
deleted file mode 100644
index f4bcbaac0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
+++ /dev/null
@@ -1,296 +0,0 @@
-import argparse
-import sys
-from json import dumps
-from os.path import abspath, basename, dirname, join, realpath
-from platform import python_version
-from typing import List, Optional
-from unicodedata import unidata_version
-
-import charset_normalizer.md as md_module
-from charset_normalizer import from_fp
-from charset_normalizer.models import CliDetectionResult
-from charset_normalizer.version import __version__
-
-
-def query_yes_no(question: str, default: str = "yes") -> bool:
-    """Ask a yes/no question via input() and return their answer.
-
-    "question" is a string that is presented to the user.
-    "default" is the presumed answer if the user just hits <Enter>.
-        It must be "yes" (the default), "no" or None (meaning
-        an answer is required of the user).
-
-    The "answer" return value is True for "yes" or False for "no".
-
-    Credit goes to (c) https://stackoverflow.com/questions/3041986/apt-command-line-interface-like-yes-no-input
-    """
-    valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False}
-    if default is None:
-        prompt = " [y/n] "
-    elif default == "yes":
-        prompt = " [Y/n] "
-    elif default == "no":
-        prompt = " [y/N] "
-    else:
-        raise ValueError("invalid default answer: '%s'" % default)
-
-    while True:
-        sys.stdout.write(question + prompt)
-        choice = input().lower()
-        if default is not None and choice == "":
-            return valid[default]
-        elif choice in valid:
-            return valid[choice]
-        else:
-            sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n")
-
-
-def cli_detect(argv: Optional[List[str]] = None) -> int:
-    """
-    CLI assistant using ARGV and ArgumentParser
-    :param argv:
-    :return: 0 if everything is fine, anything else equal trouble
-    """
-    parser = argparse.ArgumentParser(
-        description="The Real First Universal Charset Detector. "
-        "Discover originating encoding used on text file. "
-        "Normalize text to unicode."
-    )
-
-    parser.add_argument(
-        "files", type=argparse.FileType("rb"), nargs="+", help="File(s) to be analysed"
-    )
-    parser.add_argument(
-        "-v",
-        "--verbose",
-        action="store_true",
-        default=False,
-        dest="verbose",
-        help="Display complementary information about file if any. "
-        "Stdout will contain logs about the detection process.",
-    )
-    parser.add_argument(
-        "-a",
-        "--with-alternative",
-        action="store_true",
-        default=False,
-        dest="alternatives",
-        help="Output complementary possibilities if any. Top-level JSON WILL be a list.",
-    )
-    parser.add_argument(
-        "-n",
-        "--normalize",
-        action="store_true",
-        default=False,
-        dest="normalize",
-        help="Permit to normalize input file. If not set, program does not write anything.",
-    )
-    parser.add_argument(
-        "-m",
-        "--minimal",
-        action="store_true",
-        default=False,
-        dest="minimal",
-        help="Only output the charset detected to STDOUT. Disabling JSON output.",
-    )
-    parser.add_argument(
-        "-r",
-        "--replace",
-        action="store_true",
-        default=False,
-        dest="replace",
-        help="Replace file when trying to normalize it instead of creating a new one.",
-    )
-    parser.add_argument(
-        "-f",
-        "--force",
-        action="store_true",
-        default=False,
-        dest="force",
-        help="Replace file without asking if you are sure, use this flag with caution.",
-    )
-    parser.add_argument(
-        "-t",
-        "--threshold",
-        action="store",
-        default=0.2,
-        type=float,
-        dest="threshold",
-        help="Define a custom maximum amount of chaos allowed in decoded content. 0. <= chaos <= 1.",
-    )
-    parser.add_argument(
-        "--version",
-        action="version",
-        version="Charset-Normalizer {} - Python {} - Unicode {} - SpeedUp {}".format(
-            __version__,
-            python_version(),
-            unidata_version,
-            "OFF" if md_module.__file__.lower().endswith(".py") else "ON",
-        ),
-        help="Show version information and exit.",
-    )
-
-    args = parser.parse_args(argv)
-
-    if args.replace is True and args.normalize is False:
-        print("Use --replace in addition of --normalize only.", file=sys.stderr)
-        return 1
-
-    if args.force is True and args.replace is False:
-        print("Use --force in addition of --replace only.", file=sys.stderr)
-        return 1
-
-    if args.threshold < 0.0 or args.threshold > 1.0:
-        print("--threshold VALUE should be between 0. AND 1.", file=sys.stderr)
-        return 1
-
-    x_ = []
-
-    for my_file in args.files:
-        matches = from_fp(my_file, threshold=args.threshold, explain=args.verbose)
-
-        best_guess = matches.best()
-
-        if best_guess is None:
-            print(
-                'Unable to identify originating encoding for "{}". {}'.format(
-                    my_file.name,
-                    "Maybe try increasing maximum amount of chaos."
-                    if args.threshold < 1.0
-                    else "",
-                ),
-                file=sys.stderr,
-            )
-            x_.append(
-                CliDetectionResult(
-                    abspath(my_file.name),
-                    None,
-                    [],
-                    [],
-                    "Unknown",
-                    [],
-                    False,
-                    1.0,
-                    0.0,
-                    None,
-                    True,
-                )
-            )
-        else:
-            x_.append(
-                CliDetectionResult(
-                    abspath(my_file.name),
-                    best_guess.encoding,
-                    best_guess.encoding_aliases,
-                    [
-                        cp
-                        for cp in best_guess.could_be_from_charset
-                        if cp != best_guess.encoding
-                    ],
-                    best_guess.language,
-                    best_guess.alphabets,
-                    best_guess.bom,
-                    best_guess.percent_chaos,
-                    best_guess.percent_coherence,
-                    None,
-                    True,
-                )
-            )
-
-            if len(matches) > 1 and args.alternatives:
-                for el in matches:
-                    if el != best_guess:
-                        x_.append(
-                            CliDetectionResult(
-                                abspath(my_file.name),
-                                el.encoding,
-                                el.encoding_aliases,
-                                [
-                                    cp
-                                    for cp in el.could_be_from_charset
-                                    if cp != el.encoding
-                                ],
-                                el.language,
-                                el.alphabets,
-                                el.bom,
-                                el.percent_chaos,
-                                el.percent_coherence,
-                                None,
-                                False,
-                            )
-                        )
-
-            if args.normalize is True:
-                if best_guess.encoding.startswith("utf") is True:
-                    print(
-                        '"{}" file does not need to be normalized, as it already came from unicode.'.format(
-                            my_file.name
-                        ),
-                        file=sys.stderr,
-                    )
-                    if my_file.closed is False:
-                        my_file.close()
-                    continue
-
-                dir_path = dirname(realpath(my_file.name))
-                file_name = basename(realpath(my_file.name))
-
-                o_: List[str] = file_name.split(".")
-
-                if args.replace is False:
-                    o_.insert(-1, best_guess.encoding)
-                    if my_file.closed is False:
-                        my_file.close()
-                elif (
-                    args.force is False
-                    and query_yes_no(
-                        'Are you sure to normalize "{}" by replacing it ?'.format(
-                            my_file.name
-                        ),
-                        "no",
-                    )
-                    is False
-                ):
-                    if my_file.closed is False:
-                        my_file.close()
-                    continue
-
-                try:
-                    x_[0].unicode_path = join(dir_path, ".".join(o_))
-
-                    with open(x_[0].unicode_path, "w", encoding="utf-8") as fp:
-                        fp.write(str(best_guess))
-                except IOError as e:
-                    print(str(e), file=sys.stderr)
-                    if my_file.closed is False:
-                        my_file.close()
-                    return 2
-
-        if my_file.closed is False:
-            my_file.close()
-
-    if args.minimal is False:
-        print(
-            dumps(
-                [el.__dict__ for el in x_] if len(x_) > 1 else x_[0].__dict__,
-                ensure_ascii=True,
-                indent=4,
-            )
-        )
-    else:
-        for my_file in args.files:
-            print(
-                ", ".join(
-                    [
-                        el.encoding or "undefined"
-                        for el in x_
-                        if el.path == abspath(my_file.name)
-                    ]
-                )
-            )
-
-    return 0
-
-
-if __name__ == "__main__":
-    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
deleted file mode 100644
index 863490461..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
+++ /dev/null
@@ -1,1995 +0,0 @@
-# -*- coding: utf-8 -*-
-from codecs import BOM_UTF8, BOM_UTF16_BE, BOM_UTF16_LE, BOM_UTF32_BE, BOM_UTF32_LE
-from encodings.aliases import aliases
-from re import IGNORECASE, compile as re_compile
-from typing import Dict, List, Set, Union
-
-# Contain for each eligible encoding a list of/item bytes SIG/BOM
-ENCODING_MARKS: Dict[str, Union[bytes, List[bytes]]] = {
-    "utf_8": BOM_UTF8,
-    "utf_7": [
-        b"\x2b\x2f\x76\x38",
-        b"\x2b\x2f\x76\x39",
-        b"\x2b\x2f\x76\x2b",
-        b"\x2b\x2f\x76\x2f",
-        b"\x2b\x2f\x76\x38\x2d",
-    ],
-    "gb18030": b"\x84\x31\x95\x33",
-    "utf_32": [BOM_UTF32_BE, BOM_UTF32_LE],
-    "utf_16": [BOM_UTF16_BE, BOM_UTF16_LE],
-}
-
-TOO_SMALL_SEQUENCE: int = 32
-TOO_BIG_SEQUENCE: int = int(10e6)
-
-UTF8_MAXIMAL_ALLOCATION: int = 1_112_064
-
-# Up-to-date Unicode ucd/15.0.0
-UNICODE_RANGES_COMBINED: Dict[str, range] = {
-    "Control character": range(32),
-    "Basic Latin": range(32, 128),
-    "Latin-1 Supplement": range(128, 256),
-    "Latin Extended-A": range(256, 384),
-    "Latin Extended-B": range(384, 592),
-    "IPA Extensions": range(592, 688),
-    "Spacing Modifier Letters": range(688, 768),
-    "Combining Diacritical Marks": range(768, 880),
-    "Greek and Coptic": range(880, 1024),
-    "Cyrillic": range(1024, 1280),
-    "Cyrillic Supplement": range(1280, 1328),
-    "Armenian": range(1328, 1424),
-    "Hebrew": range(1424, 1536),
-    "Arabic": range(1536, 1792),
-    "Syriac": range(1792, 1872),
-    "Arabic Supplement": range(1872, 1920),
-    "Thaana": range(1920, 1984),
-    "NKo": range(1984, 2048),
-    "Samaritan": range(2048, 2112),
-    "Mandaic": range(2112, 2144),
-    "Syriac Supplement": range(2144, 2160),
-    "Arabic Extended-B": range(2160, 2208),
-    "Arabic Extended-A": range(2208, 2304),
-    "Devanagari": range(2304, 2432),
-    "Bengali": range(2432, 2560),
-    "Gurmukhi": range(2560, 2688),
-    "Gujarati": range(2688, 2816),
-    "Oriya": range(2816, 2944),
-    "Tamil": range(2944, 3072),
-    "Telugu": range(3072, 3200),
-    "Kannada": range(3200, 3328),
-    "Malayalam": range(3328, 3456),
-    "Sinhala": range(3456, 3584),
-    "Thai": range(3584, 3712),
-    "Lao": range(3712, 3840),
-    "Tibetan": range(3840, 4096),
-    "Myanmar": range(4096, 4256),
-    "Georgian": range(4256, 4352),
-    "Hangul Jamo": range(4352, 4608),
-    "Ethiopic": range(4608, 4992),
-    "Ethiopic Supplement": range(4992, 5024),
-    "Cherokee": range(5024, 5120),
-    "Unified Canadian Aboriginal Syllabics": range(5120, 5760),
-    "Ogham": range(5760, 5792),
-    "Runic": range(5792, 5888),
-    "Tagalog": range(5888, 5920),
-    "Hanunoo": range(5920, 5952),
-    "Buhid": range(5952, 5984),
-    "Tagbanwa": range(5984, 6016),
-    "Khmer": range(6016, 6144),
-    "Mongolian": range(6144, 6320),
-    "Unified Canadian Aboriginal Syllabics Extended": range(6320, 6400),
-    "Limbu": range(6400, 6480),
-    "Tai Le": range(6480, 6528),
-    "New Tai Lue": range(6528, 6624),
-    "Khmer Symbols": range(6624, 6656),
-    "Buginese": range(6656, 6688),
-    "Tai Tham": range(6688, 6832),
-    "Combining Diacritical Marks Extended": range(6832, 6912),
-    "Balinese": range(6912, 7040),
-    "Sundanese": range(7040, 7104),
-    "Batak": range(7104, 7168),
-    "Lepcha": range(7168, 7248),
-    "Ol Chiki": range(7248, 7296),
-    "Cyrillic Extended-C": range(7296, 7312),
-    "Georgian Extended": range(7312, 7360),
-    "Sundanese Supplement": range(7360, 7376),
-    "Vedic Extensions": range(7376, 7424),
-    "Phonetic Extensions": range(7424, 7552),
-    "Phonetic Extensions Supplement": range(7552, 7616),
-    "Combining Diacritical Marks Supplement": range(7616, 7680),
-    "Latin Extended Additional": range(7680, 7936),
-    "Greek Extended": range(7936, 8192),
-    "General Punctuation": range(8192, 8304),
-    "Superscripts and Subscripts": range(8304, 8352),
-    "Currency Symbols": range(8352, 8400),
-    "Combining Diacritical Marks for Symbols": range(8400, 8448),
-    "Letterlike Symbols": range(8448, 8528),
-    "Number Forms": range(8528, 8592),
-    "Arrows": range(8592, 8704),
-    "Mathematical Operators": range(8704, 8960),
-    "Miscellaneous Technical": range(8960, 9216),
-    "Control Pictures": range(9216, 9280),
-    "Optical Character Recognition": range(9280, 9312),
-    "Enclosed Alphanumerics": range(9312, 9472),
-    "Box Drawing": range(9472, 9600),
-    "Block Elements": range(9600, 9632),
-    "Geometric Shapes": range(9632, 9728),
-    "Miscellaneous Symbols": range(9728, 9984),
-    "Dingbats": range(9984, 10176),
-    "Miscellaneous Mathematical Symbols-A": range(10176, 10224),
-    "Supplemental Arrows-A": range(10224, 10240),
-    "Braille Patterns": range(10240, 10496),
-    "Supplemental Arrows-B": range(10496, 10624),
-    "Miscellaneous Mathematical Symbols-B": range(10624, 10752),
-    "Supplemental Mathematical Operators": range(10752, 11008),
-    "Miscellaneous Symbols and Arrows": range(11008, 11264),
-    "Glagolitic": range(11264, 11360),
-    "Latin Extended-C": range(11360, 11392),
-    "Coptic": range(11392, 11520),
-    "Georgian Supplement": range(11520, 11568),
-    "Tifinagh": range(11568, 11648),
-    "Ethiopic Extended": range(11648, 11744),
-    "Cyrillic Extended-A": range(11744, 11776),
-    "Supplemental Punctuation": range(11776, 11904),
-    "CJK Radicals Supplement": range(11904, 12032),
-    "Kangxi Radicals": range(12032, 12256),
-    "Ideographic Description Characters": range(12272, 12288),
-    "CJK Symbols and Punctuation": range(12288, 12352),
-    "Hiragana": range(12352, 12448),
-    "Katakana": range(12448, 12544),
-    "Bopomofo": range(12544, 12592),
-    "Hangul Compatibility Jamo": range(12592, 12688),
-    "Kanbun": range(12688, 12704),
-    "Bopomofo Extended": range(12704, 12736),
-    "CJK Strokes": range(12736, 12784),
-    "Katakana Phonetic Extensions": range(12784, 12800),
-    "Enclosed CJK Letters and Months": range(12800, 13056),
-    "CJK Compatibility": range(13056, 13312),
-    "CJK Unified Ideographs Extension A": range(13312, 19904),
-    "Yijing Hexagram Symbols": range(19904, 19968),
-    "CJK Unified Ideographs": range(19968, 40960),
-    "Yi Syllables": range(40960, 42128),
-    "Yi Radicals": range(42128, 42192),
-    "Lisu": range(42192, 42240),
-    "Vai": range(42240, 42560),
-    "Cyrillic Extended-B": range(42560, 42656),
-    "Bamum": range(42656, 42752),
-    "Modifier Tone Letters": range(42752, 42784),
-    "Latin Extended-D": range(42784, 43008),
-    "Syloti Nagri": range(43008, 43056),
-    "Common Indic Number Forms": range(43056, 43072),
-    "Phags-pa": range(43072, 43136),
-    "Saurashtra": range(43136, 43232),
-    "Devanagari Extended": range(43232, 43264),
-    "Kayah Li": range(43264, 43312),
-    "Rejang": range(43312, 43360),
-    "Hangul Jamo Extended-A": range(43360, 43392),
-    "Javanese": range(43392, 43488),
-    "Myanmar Extended-B": range(43488, 43520),
-    "Cham": range(43520, 43616),
-    "Myanmar Extended-A": range(43616, 43648),
-    "Tai Viet": range(43648, 43744),
-    "Meetei Mayek Extensions": range(43744, 43776),
-    "Ethiopic Extended-A": range(43776, 43824),
-    "Latin Extended-E": range(43824, 43888),
-    "Cherokee Supplement": range(43888, 43968),
-    "Meetei Mayek": range(43968, 44032),
-    "Hangul Syllables": range(44032, 55216),
-    "Hangul Jamo Extended-B": range(55216, 55296),
-    "High Surrogates": range(55296, 56192),
-    "High Private Use Surrogates": range(56192, 56320),
-    "Low Surrogates": range(56320, 57344),
-    "Private Use Area": range(57344, 63744),
-    "CJK Compatibility Ideographs": range(63744, 64256),
-    "Alphabetic Presentation Forms": range(64256, 64336),
-    "Arabic Presentation Forms-A": range(64336, 65024),
-    "Variation Selectors": range(65024, 65040),
-    "Vertical Forms": range(65040, 65056),
-    "Combining Half Marks": range(65056, 65072),
-    "CJK Compatibility Forms": range(65072, 65104),
-    "Small Form Variants": range(65104, 65136),
-    "Arabic Presentation Forms-B": range(65136, 65280),
-    "Halfwidth and Fullwidth Forms": range(65280, 65520),
-    "Specials": range(65520, 65536),
-    "Linear B Syllabary": range(65536, 65664),
-    "Linear B Ideograms": range(65664, 65792),
-    "Aegean Numbers": range(65792, 65856),
-    "Ancient Greek Numbers": range(65856, 65936),
-    "Ancient Symbols": range(65936, 66000),
-    "Phaistos Disc": range(66000, 66048),
-    "Lycian": range(66176, 66208),
-    "Carian": range(66208, 66272),
-    "Coptic Epact Numbers": range(66272, 66304),
-    "Old Italic": range(66304, 66352),
-    "Gothic": range(66352, 66384),
-    "Old Permic": range(66384, 66432),
-    "Ugaritic": range(66432, 66464),
-    "Old Persian": range(66464, 66528),
-    "Deseret": range(66560, 66640),
-    "Shavian": range(66640, 66688),
-    "Osmanya": range(66688, 66736),
-    "Osage": range(66736, 66816),
-    "Elbasan": range(66816, 66864),
-    "Caucasian Albanian": range(66864, 66928),
-    "Vithkuqi": range(66928, 67008),
-    "Linear A": range(67072, 67456),
-    "Latin Extended-F": range(67456, 67520),
-    "Cypriot Syllabary": range(67584, 67648),
-    "Imperial Aramaic": range(67648, 67680),
-    "Palmyrene": range(67680, 67712),
-    "Nabataean": range(67712, 67760),
-    "Hatran": range(67808, 67840),
-    "Phoenician": range(67840, 67872),
-    "Lydian": range(67872, 67904),
-    "Meroitic Hieroglyphs": range(67968, 68000),
-    "Meroitic Cursive": range(68000, 68096),
-    "Kharoshthi": range(68096, 68192),
-    "Old South Arabian": range(68192, 68224),
-    "Old North Arabian": range(68224, 68256),
-    "Manichaean": range(68288, 68352),
-    "Avestan": range(68352, 68416),
-    "Inscriptional Parthian": range(68416, 68448),
-    "Inscriptional Pahlavi": range(68448, 68480),
-    "Psalter Pahlavi": range(68480, 68528),
-    "Old Turkic": range(68608, 68688),
-    "Old Hungarian": range(68736, 68864),
-    "Hanifi Rohingya": range(68864, 68928),
-    "Rumi Numeral Symbols": range(69216, 69248),
-    "Yezidi": range(69248, 69312),
-    "Arabic Extended-C": range(69312, 69376),
-    "Old Sogdian": range(69376, 69424),
-    "Sogdian": range(69424, 69488),
-    "Old Uyghur": range(69488, 69552),
-    "Chorasmian": range(69552, 69600),
-    "Elymaic": range(69600, 69632),
-    "Brahmi": range(69632, 69760),
-    "Kaithi": range(69760, 69840),
-    "Sora Sompeng": range(69840, 69888),
-    "Chakma": range(69888, 69968),
-    "Mahajani": range(69968, 70016),
-    "Sharada": range(70016, 70112),
-    "Sinhala Archaic Numbers": range(70112, 70144),
-    "Khojki": range(70144, 70224),
-    "Multani": range(70272, 70320),
-    "Khudawadi": range(70320, 70400),
-    "Grantha": range(70400, 70528),
-    "Newa": range(70656, 70784),
-    "Tirhuta": range(70784, 70880),
-    "Siddham": range(71040, 71168),
-    "Modi": range(71168, 71264),
-    "Mongolian Supplement": range(71264, 71296),
-    "Takri": range(71296, 71376),
-    "Ahom": range(71424, 71504),
-    "Dogra": range(71680, 71760),
-    "Warang Citi": range(71840, 71936),
-    "Dives Akuru": range(71936, 72032),
-    "Nandinagari": range(72096, 72192),
-    "Zanabazar Square": range(72192, 72272),
-    "Soyombo": range(72272, 72368),
-    "Unified Canadian Aboriginal Syllabics Extended-A": range(72368, 72384),
-    "Pau Cin Hau": range(72384, 72448),
-    "Devanagari Extended-A": range(72448, 72544),
-    "Bhaiksuki": range(72704, 72816),
-    "Marchen": range(72816, 72896),
-    "Masaram Gondi": range(72960, 73056),
-    "Gunjala Gondi": range(73056, 73136),
-    "Makasar": range(73440, 73472),
-    "Kawi": range(73472, 73568),
-    "Lisu Supplement": range(73648, 73664),
-    "Tamil Supplement": range(73664, 73728),
-    "Cuneiform": range(73728, 74752),
-    "Cuneiform Numbers and Punctuation": range(74752, 74880),
-    "Early Dynastic Cuneiform": range(74880, 75088),
-    "Cypro-Minoan": range(77712, 77824),
-    "Egyptian Hieroglyphs": range(77824, 78896),
-    "Egyptian Hieroglyph Format Controls": range(78896, 78944),
-    "Anatolian Hieroglyphs": range(82944, 83584),
-    "Bamum Supplement": range(92160, 92736),
-    "Mro": range(92736, 92784),
-    "Tangsa": range(92784, 92880),
-    "Bassa Vah": range(92880, 92928),
-    "Pahawh Hmong": range(92928, 93072),
-    "Medefaidrin": range(93760, 93856),
-    "Miao": range(93952, 94112),
-    "Ideographic Symbols and Punctuation": range(94176, 94208),
-    "Tangut": range(94208, 100352),
-    "Tangut Components": range(100352, 101120),
-    "Khitan Small Script": range(101120, 101632),
-    "Tangut Supplement": range(101632, 101760),
-    "Kana Extended-B": range(110576, 110592),
-    "Kana Supplement": range(110592, 110848),
-    "Kana Extended-A": range(110848, 110896),
-    "Small Kana Extension": range(110896, 110960),
-    "Nushu": range(110960, 111360),
-    "Duployan": range(113664, 113824),
-    "Shorthand Format Controls": range(113824, 113840),
-    "Znamenny Musical Notation": range(118528, 118736),
-    "Byzantine Musical Symbols": range(118784, 119040),
-    "Musical Symbols": range(119040, 119296),
-    "Ancient Greek Musical Notation": range(119296, 119376),
-    "Kaktovik Numerals": range(119488, 119520),
-    "Mayan Numerals": range(119520, 119552),
-    "Tai Xuan Jing Symbols": range(119552, 119648),
-    "Counting Rod Numerals": range(119648, 119680),
-    "Mathematical Alphanumeric Symbols": range(119808, 120832),
-    "Sutton SignWriting": range(120832, 121520),
-    "Latin Extended-G": range(122624, 122880),
-    "Glagolitic Supplement": range(122880, 122928),
-    "Cyrillic Extended-D": range(122928, 123024),
-    "Nyiakeng Puachue Hmong": range(123136, 123216),
-    "Toto": range(123536, 123584),
-    "Wancho": range(123584, 123648),
-    "Nag Mundari": range(124112, 124160),
-    "Ethiopic Extended-B": range(124896, 124928),
-    "Mende Kikakui": range(124928, 125152),
-    "Adlam": range(125184, 125280),
-    "Indic Siyaq Numbers": range(126064, 126144),
-    "Ottoman Siyaq Numbers": range(126208, 126288),
-    "Arabic Mathematical Alphabetic Symbols": range(126464, 126720),
-    "Mahjong Tiles": range(126976, 127024),
-    "Domino Tiles": range(127024, 127136),
-    "Playing Cards": range(127136, 127232),
-    "Enclosed Alphanumeric Supplement": range(127232, 127488),
-    "Enclosed Ideographic Supplement": range(127488, 127744),
-    "Miscellaneous Symbols and Pictographs": range(127744, 128512),
-    "Emoticons range(Emoji)": range(128512, 128592),
-    "Ornamental Dingbats": range(128592, 128640),
-    "Transport and Map Symbols": range(128640, 128768),
-    "Alchemical Symbols": range(128768, 128896),
-    "Geometric Shapes Extended": range(128896, 129024),
-    "Supplemental Arrows-C": range(129024, 129280),
-    "Supplemental Symbols and Pictographs": range(129280, 129536),
-    "Chess Symbols": range(129536, 129648),
-    "Symbols and Pictographs Extended-A": range(129648, 129792),
-    "Symbols for Legacy Computing": range(129792, 130048),
-    "CJK Unified Ideographs Extension B": range(131072, 173792),
-    "CJK Unified Ideographs Extension C": range(173824, 177984),
-    "CJK Unified Ideographs Extension D": range(177984, 178208),
-    "CJK Unified Ideographs Extension E": range(178208, 183984),
-    "CJK Unified Ideographs Extension F": range(183984, 191472),
-    "CJK Compatibility Ideographs Supplement": range(194560, 195104),
-    "CJK Unified Ideographs Extension G": range(196608, 201552),
-    "CJK Unified Ideographs Extension H": range(201552, 205744),
-    "Tags": range(917504, 917632),
-    "Variation Selectors Supplement": range(917760, 918000),
-    "Supplementary Private Use Area-A": range(983040, 1048576),
-    "Supplementary Private Use Area-B": range(1048576, 1114112),
-}
-
-
-UNICODE_SECONDARY_RANGE_KEYWORD: List[str] = [
-    "Supplement",
-    "Extended",
-    "Extensions",
-    "Modifier",
-    "Marks",
-    "Punctuation",
-    "Symbols",
-    "Forms",
-    "Operators",
-    "Miscellaneous",
-    "Drawing",
-    "Block",
-    "Shapes",
-    "Supplemental",
-    "Tags",
-]
-
-RE_POSSIBLE_ENCODING_INDICATION = re_compile(
-    r"(?:(?:encoding)|(?:charset)|(?:coding))(?:[\:= ]{1,10})(?:[\"\']?)([a-zA-Z0-9\-_]+)(?:[\"\']?)",
-    IGNORECASE,
-)
-
-IANA_NO_ALIASES = [
-    "cp720",
-    "cp737",
-    "cp856",
-    "cp874",
-    "cp875",
-    "cp1006",
-    "koi8_r",
-    "koi8_t",
-    "koi8_u",
-]
-
-IANA_SUPPORTED: List[str] = sorted(
-    filter(
-        lambda x: x.endswith("_codec") is False
-        and x not in {"rot_13", "tactis", "mbcs"},
-        list(set(aliases.values())) + IANA_NO_ALIASES,
-    )
-)
-
-IANA_SUPPORTED_COUNT: int = len(IANA_SUPPORTED)
-
-# pre-computed code page that are similar using the function cp_similarity.
-IANA_SUPPORTED_SIMILAR: Dict[str, List[str]] = {
-    "cp037": ["cp1026", "cp1140", "cp273", "cp500"],
-    "cp1026": ["cp037", "cp1140", "cp273", "cp500"],
-    "cp1125": ["cp866"],
-    "cp1140": ["cp037", "cp1026", "cp273", "cp500"],
-    "cp1250": ["iso8859_2"],
-    "cp1251": ["kz1048", "ptcp154"],
-    "cp1252": ["iso8859_15", "iso8859_9", "latin_1"],
-    "cp1253": ["iso8859_7"],
-    "cp1254": ["iso8859_15", "iso8859_9", "latin_1"],
-    "cp1257": ["iso8859_13"],
-    "cp273": ["cp037", "cp1026", "cp1140", "cp500"],
-    "cp437": ["cp850", "cp858", "cp860", "cp861", "cp862", "cp863", "cp865"],
-    "cp500": ["cp037", "cp1026", "cp1140", "cp273"],
-    "cp850": ["cp437", "cp857", "cp858", "cp865"],
-    "cp857": ["cp850", "cp858", "cp865"],
-    "cp858": ["cp437", "cp850", "cp857", "cp865"],
-    "cp860": ["cp437", "cp861", "cp862", "cp863", "cp865"],
-    "cp861": ["cp437", "cp860", "cp862", "cp863", "cp865"],
-    "cp862": ["cp437", "cp860", "cp861", "cp863", "cp865"],
-    "cp863": ["cp437", "cp860", "cp861", "cp862", "cp865"],
-    "cp865": ["cp437", "cp850", "cp857", "cp858", "cp860", "cp861", "cp862", "cp863"],
-    "cp866": ["cp1125"],
-    "iso8859_10": ["iso8859_14", "iso8859_15", "iso8859_4", "iso8859_9", "latin_1"],
-    "iso8859_11": ["tis_620"],
-    "iso8859_13": ["cp1257"],
-    "iso8859_14": [
-        "iso8859_10",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_15": [
-        "cp1252",
-        "cp1254",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_16": [
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_2",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_2": ["cp1250", "iso8859_16", "iso8859_4"],
-    "iso8859_3": ["iso8859_14", "iso8859_15", "iso8859_16", "iso8859_9", "latin_1"],
-    "iso8859_4": ["iso8859_10", "iso8859_2", "iso8859_9", "latin_1"],
-    "iso8859_7": ["cp1253"],
-    "iso8859_9": [
-        "cp1252",
-        "cp1254",
-        "cp1258",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_4",
-        "latin_1",
-    ],
-    "kz1048": ["cp1251", "ptcp154"],
-    "latin_1": [
-        "cp1252",
-        "cp1254",
-        "cp1258",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_4",
-        "iso8859_9",
-    ],
-    "mac_iceland": ["mac_roman", "mac_turkish"],
-    "mac_roman": ["mac_iceland", "mac_turkish"],
-    "mac_turkish": ["mac_iceland", "mac_roman"],
-    "ptcp154": ["cp1251", "kz1048"],
-    "tis_620": ["iso8859_11"],
-}
-
-
-CHARDET_CORRESPONDENCE: Dict[str, str] = {
-    "iso2022_kr": "ISO-2022-KR",
-    "iso2022_jp": "ISO-2022-JP",
-    "euc_kr": "EUC-KR",
-    "tis_620": "TIS-620",
-    "utf_32": "UTF-32",
-    "euc_jp": "EUC-JP",
-    "koi8_r": "KOI8-R",
-    "iso8859_1": "ISO-8859-1",
-    "iso8859_2": "ISO-8859-2",
-    "iso8859_5": "ISO-8859-5",
-    "iso8859_6": "ISO-8859-6",
-    "iso8859_7": "ISO-8859-7",
-    "iso8859_8": "ISO-8859-8",
-    "utf_16": "UTF-16",
-    "cp855": "IBM855",
-    "mac_cyrillic": "MacCyrillic",
-    "gb2312": "GB2312",
-    "gb18030": "GB18030",
-    "cp932": "CP932",
-    "cp866": "IBM866",
-    "utf_8": "utf-8",
-    "utf_8_sig": "UTF-8-SIG",
-    "shift_jis": "SHIFT_JIS",
-    "big5": "Big5",
-    "cp1250": "windows-1250",
-    "cp1251": "windows-1251",
-    "cp1252": "Windows-1252",
-    "cp1253": "windows-1253",
-    "cp1255": "windows-1255",
-    "cp1256": "windows-1256",
-    "cp1254": "Windows-1254",
-    "cp949": "CP949",
-}
-
-
-COMMON_SAFE_ASCII_CHARACTERS: Set[str] = {
-    "<",
-    ">",
-    "=",
-    ":",
-    "/",
-    "&",
-    ";",
-    "{",
-    "}",
-    "[",
-    "]",
-    ",",
-    "|",
-    '"',
-    "-",
-}
-
-
-KO_NAMES: Set[str] = {"johab", "cp949", "euc_kr"}
-ZH_NAMES: Set[str] = {"big5", "cp950", "big5hkscs", "hz"}
-
-# Logging LEVEL below DEBUG
-TRACE: int = 5
-
-
-# Language label that contain the em dash "—"
-# character are to be considered alternative seq to origin
-FREQUENCIES: Dict[str, List[str]] = {
-    "English": [
-        "e",
-        "a",
-        "t",
-        "i",
-        "o",
-        "n",
-        "s",
-        "r",
-        "h",
-        "l",
-        "d",
-        "c",
-        "u",
-        "m",
-        "f",
-        "p",
-        "g",
-        "w",
-        "y",
-        "b",
-        "v",
-        "k",
-        "x",
-        "j",
-        "z",
-        "q",
-    ],
-    "English—": [
-        "e",
-        "a",
-        "t",
-        "i",
-        "o",
-        "n",
-        "s",
-        "r",
-        "h",
-        "l",
-        "d",
-        "c",
-        "m",
-        "u",
-        "f",
-        "p",
-        "g",
-        "w",
-        "b",
-        "y",
-        "v",
-        "k",
-        "j",
-        "x",
-        "z",
-        "q",
-    ],
-    "German": [
-        "e",
-        "n",
-        "i",
-        "r",
-        "s",
-        "t",
-        "a",
-        "d",
-        "h",
-        "u",
-        "l",
-        "g",
-        "o",
-        "c",
-        "m",
-        "b",
-        "f",
-        "k",
-        "w",
-        "z",
-        "p",
-        "v",
-        "ü",
-        "ä",
-        "ö",
-        "j",
-    ],
-    "French": [
-        "e",
-        "a",
-        "s",
-        "n",
-        "i",
-        "t",
-        "r",
-        "l",
-        "u",
-        "o",
-        "d",
-        "c",
-        "p",
-        "m",
-        "é",
-        "v",
-        "g",
-        "f",
-        "b",
-        "h",
-        "q",
-        "à",
-        "x",
-        "è",
-        "y",
-        "j",
-    ],
-    "Dutch": [
-        "e",
-        "n",
-        "a",
-        "i",
-        "r",
-        "t",
-        "o",
-        "d",
-        "s",
-        "l",
-        "g",
-        "h",
-        "v",
-        "m",
-        "u",
-        "k",
-        "c",
-        "p",
-        "b",
-        "w",
-        "j",
-        "z",
-        "f",
-        "y",
-        "x",
-        "ë",
-    ],
-    "Italian": [
-        "e",
-        "i",
-        "a",
-        "o",
-        "n",
-        "l",
-        "t",
-        "r",
-        "s",
-        "c",
-        "d",
-        "u",
-        "p",
-        "m",
-        "g",
-        "v",
-        "f",
-        "b",
-        "z",
-        "h",
-        "q",
-        "è",
-        "à",
-        "k",
-        "y",
-        "ò",
-    ],
-    "Polish": [
-        "a",
-        "i",
-        "o",
-        "e",
-        "n",
-        "r",
-        "z",
-        "w",
-        "s",
-        "c",
-        "t",
-        "k",
-        "y",
-        "d",
-        "p",
-        "m",
-        "u",
-        "l",
-        "j",
-        "ł",
-        "g",
-        "b",
-        "h",
-        "ą",
-        "ę",
-        "ó",
-    ],
-    "Spanish": [
-        "e",
-        "a",
-        "o",
-        "n",
-        "s",
-        "r",
-        "i",
-        "l",
-        "d",
-        "t",
-        "c",
-        "u",
-        "m",
-        "p",
-        "b",
-        "g",
-        "v",
-        "f",
-        "y",
-        "ó",
-        "h",
-        "q",
-        "í",
-        "j",
-        "z",
-        "á",
-    ],
-    "Russian": [
-        "о",
-        "а",
-        "е",
-        "и",
-        "н",
-        "с",
-        "т",
-        "р",
-        "в",
-        "л",
-        "к",
-        "м",
-        "д",
-        "п",
-        "у",
-        "г",
-        "я",
-        "ы",
-        "з",
-        "б",
-        "й",
-        "ь",
-        "ч",
-        "х",
-        "ж",
-        "ц",
-    ],
-    # Jap-Kanji
-    "Japanese": [
-        "人",
-        "一",
-        "大",
-        "亅",
-        "丁",
-        "丨",
-        "竹",
-        "笑",
-        "口",
-        "日",
-        "今",
-        "二",
-        "彳",
-        "行",
-        "十",
-        "土",
-        "丶",
-        "寸",
-        "寺",
-        "時",
-        "乙",
-        "丿",
-        "乂",
-        "气",
-        "気",
-        "冂",
-        "巾",
-        "亠",
-        "市",
-        "目",
-        "儿",
-        "見",
-        "八",
-        "小",
-        "凵",
-        "県",
-        "月",
-        "彐",
-        "門",
-        "間",
-        "木",
-        "東",
-        "山",
-        "出",
-        "本",
-        "中",
-        "刀",
-        "分",
-        "耳",
-        "又",
-        "取",
-        "最",
-        "言",
-        "田",
-        "心",
-        "思",
-        "刂",
-        "前",
-        "京",
-        "尹",
-        "事",
-        "生",
-        "厶",
-        "云",
-        "会",
-        "未",
-        "来",
-        "白",
-        "冫",
-        "楽",
-        "灬",
-        "馬",
-        "尸",
-        "尺",
-        "駅",
-        "明",
-        "耂",
-        "者",
-        "了",
-        "阝",
-        "都",
-        "高",
-        "卜",
-        "占",
-        "厂",
-        "广",
-        "店",
-        "子",
-        "申",
-        "奄",
-        "亻",
-        "俺",
-        "上",
-        "方",
-        "冖",
-        "学",
-        "衣",
-        "艮",
-        "食",
-        "自",
-    ],
-    # Jap-Katakana
-    "Japanese—": [
-        "ー",
-        "ン",
-        "ス",
-        "・",
-        "ル",
-        "ト",
-        "リ",
-        "イ",
-        "ア",
-        "ラ",
-        "ッ",
-        "ク",
-        "ド",
-        "シ",
-        "レ",
-        "ジ",
-        "タ",
-        "フ",
-        "ロ",
-        "カ",
-        "テ",
-        "マ",
-        "ィ",
-        "グ",
-        "バ",
-        "ム",
-        "プ",
-        "オ",
-        "コ",
-        "デ",
-        "ニ",
-        "ウ",
-        "メ",
-        "サ",
-        "ビ",
-        "ナ",
-        "ブ",
-        "ャ",
-        "エ",
-        "ュ",
-        "チ",
-        "キ",
-        "ズ",
-        "ダ",
-        "パ",
-        "ミ",
-        "ェ",
-        "ョ",
-        "ハ",
-        "セ",
-        "ベ",
-        "ガ",
-        "モ",
-        "ツ",
-        "ネ",
-        "ボ",
-        "ソ",
-        "ノ",
-        "ァ",
-        "ヴ",
-        "ワ",
-        "ポ",
-        "ペ",
-        "ピ",
-        "ケ",
-        "ゴ",
-        "ギ",
-        "ザ",
-        "ホ",
-        "ゲ",
-        "ォ",
-        "ヤ",
-        "ヒ",
-        "ユ",
-        "ヨ",
-        "ヘ",
-        "ゼ",
-        "ヌ",
-        "ゥ",
-        "ゾ",
-        "ヶ",
-        "ヂ",
-        "ヲ",
-        "ヅ",
-        "ヵ",
-        "ヱ",
-        "ヰ",
-        "ヮ",
-        "ヽ",
-        "゠",
-        "ヾ",
-        "ヷ",
-        "ヿ",
-        "ヸ",
-        "ヹ",
-        "ヺ",
-    ],
-    # Jap-Hiragana
-    "Japanese——": [
-        "の",
-        "に",
-        "る",
-        "た",
-        "と",
-        "は",
-        "し",
-        "い",
-        "を",
-        "で",
-        "て",
-        "が",
-        "な",
-        "れ",
-        "か",
-        "ら",
-        "さ",
-        "っ",
-        "り",
-        "す",
-        "あ",
-        "も",
-        "こ",
-        "ま",
-        "う",
-        "く",
-        "よ",
-        "き",
-        "ん",
-        "め",
-        "お",
-        "け",
-        "そ",
-        "つ",
-        "だ",
-        "や",
-        "え",
-        "ど",
-        "わ",
-        "ち",
-        "み",
-        "せ",
-        "じ",
-        "ば",
-        "へ",
-        "び",
-        "ず",
-        "ろ",
-        "ほ",
-        "げ",
-        "む",
-        "べ",
-        "ひ",
-        "ょ",
-        "ゆ",
-        "ぶ",
-        "ご",
-        "ゃ",
-        "ね",
-        "ふ",
-        "ぐ",
-        "ぎ",
-        "ぼ",
-        "ゅ",
-        "づ",
-        "ざ",
-        "ぞ",
-        "ぬ",
-        "ぜ",
-        "ぱ",
-        "ぽ",
-        "ぷ",
-        "ぴ",
-        "ぃ",
-        "ぁ",
-        "ぇ",
-        "ぺ",
-        "ゞ",
-        "ぢ",
-        "ぉ",
-        "ぅ",
-        "ゐ",
-        "ゝ",
-        "ゑ",
-        "゛",
-        "゜",
-        "ゎ",
-        "ゔ",
-        "゚",
-        "ゟ",
-        "゙",
-        "ゕ",
-        "ゖ",
-    ],
-    "Portuguese": [
-        "a",
-        "e",
-        "o",
-        "s",
-        "i",
-        "r",
-        "d",
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-        "只",
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-        "想",
-        "实",
-    ],
-    "Ukrainian": [
-        "о",
-        "а",
-        "н",
-        "і",
-        "и",
-        "р",
-        "в",
-        "т",
-        "е",
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-        "б",
-        "г",
-        "й",
-        "ч",
-        "х",
-        "ц",
-        "ї",
-    ],
-    "Norwegian": [
-        "e",
-        "r",
-        "n",
-        "t",
-        "a",
-        "s",
-        "i",
-        "o",
-        "l",
-        "d",
-        "g",
-        "k",
-        "m",
-        "v",
-        "f",
-        "p",
-        "u",
-        "b",
-        "h",
-        "å",
-        "y",
-        "j",
-        "ø",
-        "c",
-        "æ",
-        "w",
-    ],
-    "Finnish": [
-        "a",
-        "i",
-        "n",
-        "t",
-        "e",
-        "s",
-        "l",
-        "o",
-        "u",
-        "k",
-        "ä",
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-        "d",
-        "ö",
-        "g",
-        "c",
-        "b",
-        "f",
-        "w",
-        "z",
-    ],
-    "Vietnamese": [
-        "n",
-        "h",
-        "t",
-        "i",
-        "c",
-        "g",
-        "a",
-        "o",
-        "u",
-        "m",
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-        "đ",
-        "s",
-        "e",
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-        "b",
-        "y",
-        "ư",
-        "d",
-        "á",
-        "k",
-        "ộ",
-        "ế",
-    ],
-    "Czech": [
-        "o",
-        "e",
-        "a",
-        "n",
-        "t",
-        "s",
-        "i",
-        "l",
-        "v",
-        "r",
-        "k",
-        "d",
-        "u",
-        "m",
-        "p",
-        "í",
-        "c",
-        "h",
-        "z",
-        "á",
-        "y",
-        "j",
-        "b",
-        "ě",
-        "é",
-        "ř",
-    ],
-    "Hungarian": [
-        "e",
-        "a",
-        "t",
-        "l",
-        "s",
-        "n",
-        "k",
-        "r",
-        "i",
-        "o",
-        "z",
-        "á",
-        "é",
-        "g",
-        "m",
-        "b",
-        "y",
-        "v",
-        "d",
-        "h",
-        "u",
-        "p",
-        "j",
-        "ö",
-        "f",
-        "c",
-    ],
-    "Korean": [
-        "이",
-        "다",
-        "에",
-        "의",
-        "는",
-        "로",
-        "하",
-        "을",
-        "가",
-        "고",
-        "지",
-        "서",
-        "한",
-        "은",
-        "기",
-        "으",
-        "년",
-        "대",
-        "사",
-        "시",
-        "를",
-        "리",
-        "도",
-        "인",
-        "스",
-        "일",
-    ],
-    "Indonesian": [
-        "a",
-        "n",
-        "e",
-        "i",
-        "r",
-        "t",
-        "u",
-        "s",
-        "d",
-        "k",
-        "m",
-        "l",
-        "g",
-        "p",
-        "b",
-        "o",
-        "h",
-        "y",
-        "j",
-        "c",
-        "w",
-        "f",
-        "v",
-        "z",
-        "x",
-        "q",
-    ],
-    "Turkish": [
-        "a",
-        "e",
-        "i",
-        "n",
-        "r",
-        "l",
-        "ı",
-        "k",
-        "d",
-        "t",
-        "s",
-        "m",
-        "y",
-        "u",
-        "o",
-        "b",
-        "ü",
-        "ş",
-        "v",
-        "g",
-        "z",
-        "h",
-        "c",
-        "p",
-        "ç",
-        "ğ",
-    ],
-    "Romanian": [
-        "e",
-        "i",
-        "a",
-        "r",
-        "n",
-        "t",
-        "u",
-        "l",
-        "o",
-        "c",
-        "s",
-        "d",
-        "p",
-        "m",
-        "ă",
-        "f",
-        "v",
-        "î",
-        "g",
-        "b",
-        "ș",
-        "ț",
-        "z",
-        "h",
-        "â",
-        "j",
-    ],
-    "Farsi": [
-        "ا",
-        "ی",
-        "ر",
-        "د",
-        "ن",
-        "ه",
-        "و",
-        "م",
-        "ت",
-        "ب",
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-        "ک",
-        "ش",
-        "ز",
-        "ف",
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-        "ع",
-        "خ",
-        "ق",
-        "ج",
-        "آ",
-        "پ",
-        "ح",
-        "ط",
-        "ص",
-    ],
-    "Arabic": [
-        "ا",
-        "ل",
-        "ي",
-        "م",
-        "و",
-        "ن",
-        "ر",
-        "ت",
-        "ب",
-        "ة",
-        "ع",
-        "د",
-        "س",
-        "ف",
-        "ه",
-        "ك",
-        "ق",
-        "أ",
-        "ح",
-        "ج",
-        "ش",
-        "ط",
-        "ص",
-        "ى",
-        "خ",
-        "إ",
-    ],
-    "Danish": [
-        "e",
-        "r",
-        "n",
-        "t",
-        "a",
-        "i",
-        "s",
-        "d",
-        "l",
-        "o",
-        "g",
-        "m",
-        "k",
-        "f",
-        "v",
-        "u",
-        "b",
-        "h",
-        "p",
-        "å",
-        "y",
-        "ø",
-        "æ",
-        "c",
-        "j",
-        "w",
-    ],
-    "Serbian": [
-        "а",
-        "и",
-        "о",
-        "е",
-        "н",
-        "р",
-        "с",
-        "у",
-        "т",
-        "к",
-        "ј",
-        "в",
-        "д",
-        "м",
-        "п",
-        "л",
-        "г",
-        "з",
-        "б",
-        "a",
-        "i",
-        "e",
-        "o",
-        "n",
-        "ц",
-        "ш",
-    ],
-    "Lithuanian": [
-        "i",
-        "a",
-        "s",
-        "o",
-        "r",
-        "e",
-        "t",
-        "n",
-        "u",
-        "k",
-        "m",
-        "l",
-        "p",
-        "v",
-        "d",
-        "j",
-        "g",
-        "ė",
-        "b",
-        "y",
-        "ų",
-        "š",
-        "ž",
-        "c",
-        "ą",
-        "į",
-    ],
-    "Slovene": [
-        "e",
-        "a",
-        "i",
-        "o",
-        "n",
-        "r",
-        "s",
-        "l",
-        "t",
-        "j",
-        "v",
-        "k",
-        "d",
-        "p",
-        "m",
-        "u",
-        "z",
-        "b",
-        "g",
-        "h",
-        "č",
-        "c",
-        "š",
-        "ž",
-        "f",
-        "y",
-    ],
-    "Slovak": [
-        "o",
-        "a",
-        "e",
-        "n",
-        "i",
-        "r",
-        "v",
-        "t",
-        "s",
-        "l",
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-        "é",
-    ],
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-        "כ",
-        "ג",
-        "ט",
-        "צ",
-        "ן",
-        "ז",
-        "ך",
-    ],
-    "Bulgarian": [
-        "а",
-        "и",
-        "о",
-        "е",
-        "н",
-        "т",
-        "р",
-        "с",
-        "в",
-        "л",
-        "к",
-        "д",
-        "п",
-        "м",
-        "з",
-        "г",
-        "я",
-        "ъ",
-        "у",
-        "б",
-        "ч",
-        "ц",
-        "й",
-        "ж",
-        "щ",
-        "х",
-    ],
-    "Croatian": [
-        "a",
-        "i",
-        "o",
-        "e",
-        "n",
-        "r",
-        "j",
-        "s",
-        "t",
-        "u",
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-        "l",
-        "v",
-        "d",
-        "m",
-        "p",
-        "g",
-        "z",
-        "b",
-        "c",
-        "č",
-        "h",
-        "š",
-        "ž",
-        "ć",
-        "f",
-    ],
-    "Hindi": [
-        "क",
-        "र",
-        "स",
-        "न",
-        "त",
-        "म",
-        "ह",
-        "प",
-        "य",
-        "ल",
-        "व",
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-        "द",
-        "ग",
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-        "ए",
-        "थ",
-        "भ",
-        "ड",
-        "च",
-        "ध",
-        "ष",
-        "इ",
-    ],
-    "Estonian": [
-        "a",
-        "i",
-        "e",
-        "s",
-        "t",
-        "l",
-        "u",
-        "n",
-        "o",
-        "k",
-        "r",
-        "d",
-        "m",
-        "v",
-        "g",
-        "p",
-        "j",
-        "h",
-        "ä",
-        "b",
-        "õ",
-        "ü",
-        "f",
-        "c",
-        "ö",
-        "y",
-    ],
-    "Thai": [
-        "า",
-        "น",
-        "ร",
-        "อ",
-        "ก",
-        "เ",
-        "ง",
-        "ม",
-        "ย",
-        "ล",
-        "ว",
-        "ด",
-        "ท",
-        "ส",
-        "ต",
-        "ะ",
-        "ป",
-        "บ",
-        "ค",
-        "ห",
-        "แ",
-        "จ",
-        "พ",
-        "ช",
-        "ข",
-        "ใ",
-    ],
-    "Greek": [
-        "α",
-        "τ",
-        "ο",
-        "ι",
-        "ε",
-        "ν",
-        "ρ",
-        "σ",
-        "κ",
-        "η",
-        "π",
-        "ς",
-        "υ",
-        "μ",
-        "λ",
-        "ί",
-        "ό",
-        "ά",
-        "γ",
-        "έ",
-        "δ",
-        "ή",
-        "ω",
-        "χ",
-        "θ",
-        "ύ",
-    ],
-    "Tamil": [
-        "க",
-        "த",
-        "ப",
-        "ட",
-        "ர",
-        "ம",
-        "ல",
-        "ன",
-        "வ",
-        "ற",
-        "ய",
-        "ள",
-        "ச",
-        "ந",
-        "இ",
-        "ண",
-        "அ",
-        "ஆ",
-        "ழ",
-        "ங",
-        "எ",
-        "உ",
-        "ஒ",
-        "ஸ",
-    ],
-    "Kazakh": [
-        "а",
-        "ы",
-        "е",
-        "н",
-        "т",
-        "р",
-        "л",
-        "і",
-        "д",
-        "с",
-        "м",
-        "қ",
-        "к",
-        "о",
-        "б",
-        "и",
-        "у",
-        "ғ",
-        "ж",
-        "ң",
-        "з",
-        "ш",
-        "й",
-        "п",
-        "г",
-        "ө",
-    ],
-}
-
-LANGUAGE_SUPPORTED_COUNT: int = len(FREQUENCIES)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
deleted file mode 100644
index 43aad21a9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
+++ /dev/null
@@ -1,54 +0,0 @@
-from typing import Any, Dict, Optional, Union
-from warnings import warn
-
-from .api import from_bytes
-from .constant import CHARDET_CORRESPONDENCE
-
-
-def detect(
-    byte_str: bytes, should_rename_legacy: bool = False, **kwargs: Any
-) -> Dict[str, Optional[Union[str, float]]]:
-    """
-    chardet legacy method
-    Detect the encoding of the given byte string. It should be mostly backward-compatible.
-    Encoding name will match Chardet own writing whenever possible. (Not on encoding name unsupported by it)
-    This function is deprecated and should be used to migrate your project easily, consult the documentation for
-    further information. Not planned for removal.
-
-    :param byte_str:     The byte sequence to examine.
-    :param should_rename_legacy:  Should we rename legacy encodings
-                                  to their more modern equivalents?
-    """
-    if len(kwargs):
-        warn(
-            f"charset-normalizer disregard arguments '{','.join(list(kwargs.keys()))}' in legacy function detect()"
-        )
-
-    if not isinstance(byte_str, (bytearray, bytes)):
-        raise TypeError(  # pragma: nocover
-            "Expected object of type bytes or bytearray, got: "
-            "{0}".format(type(byte_str))
-        )
-
-    if isinstance(byte_str, bytearray):
-        byte_str = bytes(byte_str)
-
-    r = from_bytes(byte_str).best()
-
-    encoding = r.encoding if r is not None else None
-    language = r.language if r is not None and r.language != "Unknown" else ""
-    confidence = 1.0 - r.chaos if r is not None else None
-
-    # Note: CharsetNormalizer does not return 'UTF-8-SIG' as the sig get stripped in the detection/normalization process
-    # but chardet does return 'utf-8-sig' and it is a valid codec name.
-    if r is not None and encoding == "utf_8" and r.bom:
-        encoding += "_sig"
-
-    if should_rename_legacy is False and encoding in CHARDET_CORRESPONDENCE:
-        encoding = CHARDET_CORRESPONDENCE[encoding]
-
-    return {
-        "encoding": encoding,
-        "language": language,
-        "confidence": confidence,
-    }
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so
deleted file mode 100755
index 92349748305914277c8462ac413035c5b52afa62..0000000000000000000000000000000000000000
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zeYto&w<Oo|CmnO4^KH2mv_039>aC_9it5KAeJoq`xn@;;U>sMYjxq(e?0L<3RmqUb
zB^+rWqr<X%OK%A`dY8S*Mn?2NgZ;zuK$ZG%u$<@)@$Gs#!LpuZfU-j?WSnh)vRA8$
ztC66Osf>I&BhSTh|GWd7lYsLO>>cTjUREB>ndrtPS#N)ti9%Pa-3$>JBQ}F91}Ll}
HtaH8rNA@O}

diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
deleted file mode 100644
index 77897aae4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
+++ /dev/null
@@ -1,615 +0,0 @@
-from functools import lru_cache
-from logging import getLogger
-from typing import List, Optional
-
-from .constant import (
-    COMMON_SAFE_ASCII_CHARACTERS,
-    TRACE,
-    UNICODE_SECONDARY_RANGE_KEYWORD,
-)
-from .utils import (
-    is_accentuated,
-    is_arabic,
-    is_arabic_isolated_form,
-    is_case_variable,
-    is_cjk,
-    is_emoticon,
-    is_hangul,
-    is_hiragana,
-    is_katakana,
-    is_latin,
-    is_punctuation,
-    is_separator,
-    is_symbol,
-    is_thai,
-    is_unprintable,
-    remove_accent,
-    unicode_range,
-)
-
-
-class MessDetectorPlugin:
-    """
-    Base abstract class used for mess detection plugins.
-    All detectors MUST extend and implement given methods.
-    """
-
-    def eligible(self, character: str) -> bool:
-        """
-        Determine if given character should be fed in.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-    def feed(self, character: str) -> None:
-        """
-        The main routine to be executed upon character.
-        Insert the logic in witch the text would be considered chaotic.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-    def reset(self) -> None:  # pragma: no cover
-        """
-        Permit to reset the plugin to the initial state.
-        """
-        raise NotImplementedError
-
-    @property
-    def ratio(self) -> float:
-        """
-        Compute the chaos ratio based on what your feed() has seen.
-        Must NOT be lower than 0.; No restriction gt 0.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-
-class TooManySymbolOrPunctuationPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._punctuation_count: int = 0
-        self._symbol_count: int = 0
-        self._character_count: int = 0
-
-        self._last_printable_char: Optional[str] = None
-        self._frenzy_symbol_in_word: bool = False
-
-    def eligible(self, character: str) -> bool:
-        return character.isprintable()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if (
-            character != self._last_printable_char
-            and character not in COMMON_SAFE_ASCII_CHARACTERS
-        ):
-            if is_punctuation(character):
-                self._punctuation_count += 1
-            elif (
-                character.isdigit() is False
-                and is_symbol(character)
-                and is_emoticon(character) is False
-            ):
-                self._symbol_count += 2
-
-        self._last_printable_char = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._punctuation_count = 0
-        self._character_count = 0
-        self._symbol_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        ratio_of_punctuation: float = (
-            self._punctuation_count + self._symbol_count
-        ) / self._character_count
-
-        return ratio_of_punctuation if ratio_of_punctuation >= 0.3 else 0.0
-
-
-class TooManyAccentuatedPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._character_count: int = 0
-        self._accentuated_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return character.isalpha()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if is_accentuated(character):
-            self._accentuated_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._accentuated_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count < 8:
-            return 0.0
-
-        ratio_of_accentuation: float = self._accentuated_count / self._character_count
-        return ratio_of_accentuation if ratio_of_accentuation >= 0.35 else 0.0
-
-
-class UnprintablePlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._unprintable_count: int = 0
-        self._character_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if is_unprintable(character):
-            self._unprintable_count += 1
-        self._character_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._unprintable_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return (self._unprintable_count * 8) / self._character_count
-
-
-class SuspiciousDuplicateAccentPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._successive_count: int = 0
-        self._character_count: int = 0
-
-        self._last_latin_character: Optional[str] = None
-
-    def eligible(self, character: str) -> bool:
-        return character.isalpha() and is_latin(character)
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-        if (
-            self._last_latin_character is not None
-            and is_accentuated(character)
-            and is_accentuated(self._last_latin_character)
-        ):
-            if character.isupper() and self._last_latin_character.isupper():
-                self._successive_count += 1
-            # Worse if its the same char duplicated with different accent.
-            if remove_accent(character) == remove_accent(self._last_latin_character):
-                self._successive_count += 1
-        self._last_latin_character = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._successive_count = 0
-        self._character_count = 0
-        self._last_latin_character = None
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return (self._successive_count * 2) / self._character_count
-
-
-class SuspiciousRange(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._suspicious_successive_range_count: int = 0
-        self._character_count: int = 0
-        self._last_printable_seen: Optional[str] = None
-
-    def eligible(self, character: str) -> bool:
-        return character.isprintable()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if (
-            character.isspace()
-            or is_punctuation(character)
-            or character in COMMON_SAFE_ASCII_CHARACTERS
-        ):
-            self._last_printable_seen = None
-            return
-
-        if self._last_printable_seen is None:
-            self._last_printable_seen = character
-            return
-
-        unicode_range_a: Optional[str] = unicode_range(self._last_printable_seen)
-        unicode_range_b: Optional[str] = unicode_range(character)
-
-        if is_suspiciously_successive_range(unicode_range_a, unicode_range_b):
-            self._suspicious_successive_range_count += 1
-
-        self._last_printable_seen = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._suspicious_successive_range_count = 0
-        self._last_printable_seen = None
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count <= 24:
-            return 0.0
-
-        ratio_of_suspicious_range_usage: float = (
-            self._suspicious_successive_range_count * 2
-        ) / self._character_count
-
-        return ratio_of_suspicious_range_usage
-
-
-class SuperWeirdWordPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._word_count: int = 0
-        self._bad_word_count: int = 0
-        self._foreign_long_count: int = 0
-
-        self._is_current_word_bad: bool = False
-        self._foreign_long_watch: bool = False
-
-        self._character_count: int = 0
-        self._bad_character_count: int = 0
-
-        self._buffer: str = ""
-        self._buffer_accent_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if character.isalpha():
-            self._buffer += character
-            if is_accentuated(character):
-                self._buffer_accent_count += 1
-            if (
-                self._foreign_long_watch is False
-                and (is_latin(character) is False or is_accentuated(character))
-                and is_cjk(character) is False
-                and is_hangul(character) is False
-                and is_katakana(character) is False
-                and is_hiragana(character) is False
-                and is_thai(character) is False
-            ):
-                self._foreign_long_watch = True
-            return
-        if not self._buffer:
-            return
-        if (
-            character.isspace() or is_punctuation(character) or is_separator(character)
-        ) and self._buffer:
-            self._word_count += 1
-            buffer_length: int = len(self._buffer)
-
-            self._character_count += buffer_length
-
-            if buffer_length >= 4:
-                if self._buffer_accent_count / buffer_length > 0.34:
-                    self._is_current_word_bad = True
-                # Word/Buffer ending with an upper case accentuated letter are so rare,
-                # that we will consider them all as suspicious. Same weight as foreign_long suspicious.
-                if (
-                    is_accentuated(self._buffer[-1])
-                    and self._buffer[-1].isupper()
-                    and all(_.isupper() for _ in self._buffer) is False
-                ):
-                    self._foreign_long_count += 1
-                    self._is_current_word_bad = True
-            if buffer_length >= 24 and self._foreign_long_watch:
-                camel_case_dst = [
-                    i
-                    for c, i in zip(self._buffer, range(0, buffer_length))
-                    if c.isupper()
-                ]
-                probable_camel_cased: bool = False
-
-                if camel_case_dst and (len(camel_case_dst) / buffer_length <= 0.3):
-                    probable_camel_cased = True
-
-                if not probable_camel_cased:
-                    self._foreign_long_count += 1
-                    self._is_current_word_bad = True
-
-            if self._is_current_word_bad:
-                self._bad_word_count += 1
-                self._bad_character_count += len(self._buffer)
-                self._is_current_word_bad = False
-
-            self._foreign_long_watch = False
-            self._buffer = ""
-            self._buffer_accent_count = 0
-        elif (
-            character not in {"<", ">", "-", "=", "~", "|", "_"}
-            and character.isdigit() is False
-            and is_symbol(character)
-        ):
-            self._is_current_word_bad = True
-            self._buffer += character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._buffer = ""
-        self._is_current_word_bad = False
-        self._foreign_long_watch = False
-        self._bad_word_count = 0
-        self._word_count = 0
-        self._character_count = 0
-        self._bad_character_count = 0
-        self._foreign_long_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._word_count <= 10 and self._foreign_long_count == 0:
-            return 0.0
-
-        return self._bad_character_count / self._character_count
-
-
-class CjkInvalidStopPlugin(MessDetectorPlugin):
-    """
-    GB(Chinese) based encoding often render the stop incorrectly when the content does not fit and
-    can be easily detected. Searching for the overuse of '丅' and '丄'.
-    """
-
-    def __init__(self) -> None:
-        self._wrong_stop_count: int = 0
-        self._cjk_character_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if character in {"丅", "丄"}:
-            self._wrong_stop_count += 1
-            return
-        if is_cjk(character):
-            self._cjk_character_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._wrong_stop_count = 0
-        self._cjk_character_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._cjk_character_count < 16:
-            return 0.0
-        return self._wrong_stop_count / self._cjk_character_count
-
-
-class ArchaicUpperLowerPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._buf: bool = False
-
-        self._character_count_since_last_sep: int = 0
-
-        self._successive_upper_lower_count: int = 0
-        self._successive_upper_lower_count_final: int = 0
-
-        self._character_count: int = 0
-
-        self._last_alpha_seen: Optional[str] = None
-        self._current_ascii_only: bool = True
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        is_concerned = character.isalpha() and is_case_variable(character)
-        chunk_sep = is_concerned is False
-
-        if chunk_sep and self._character_count_since_last_sep > 0:
-            if (
-                self._character_count_since_last_sep <= 64
-                and character.isdigit() is False
-                and self._current_ascii_only is False
-            ):
-                self._successive_upper_lower_count_final += (
-                    self._successive_upper_lower_count
-                )
-
-            self._successive_upper_lower_count = 0
-            self._character_count_since_last_sep = 0
-            self._last_alpha_seen = None
-            self._buf = False
-            self._character_count += 1
-            self._current_ascii_only = True
-
-            return
-
-        if self._current_ascii_only is True and character.isascii() is False:
-            self._current_ascii_only = False
-
-        if self._last_alpha_seen is not None:
-            if (character.isupper() and self._last_alpha_seen.islower()) or (
-                character.islower() and self._last_alpha_seen.isupper()
-            ):
-                if self._buf is True:
-                    self._successive_upper_lower_count += 2
-                    self._buf = False
-                else:
-                    self._buf = True
-            else:
-                self._buf = False
-
-        self._character_count += 1
-        self._character_count_since_last_sep += 1
-        self._last_alpha_seen = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._character_count_since_last_sep = 0
-        self._successive_upper_lower_count = 0
-        self._successive_upper_lower_count_final = 0
-        self._last_alpha_seen = None
-        self._buf = False
-        self._current_ascii_only = True
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return self._successive_upper_lower_count_final / self._character_count
-
-
-class ArabicIsolatedFormPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._character_count: int = 0
-        self._isolated_form_count: int = 0
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._isolated_form_count = 0
-
-    def eligible(self, character: str) -> bool:
-        return is_arabic(character)
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if is_arabic_isolated_form(character):
-            self._isolated_form_count += 1
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count < 8:
-            return 0.0
-
-        isolated_form_usage: float = self._isolated_form_count / self._character_count
-
-        return isolated_form_usage
-
-
-@lru_cache(maxsize=1024)
-def is_suspiciously_successive_range(
-    unicode_range_a: Optional[str], unicode_range_b: Optional[str]
-) -> bool:
-    """
-    Determine if two Unicode range seen next to each other can be considered as suspicious.
-    """
-    if unicode_range_a is None or unicode_range_b is None:
-        return True
-
-    if unicode_range_a == unicode_range_b:
-        return False
-
-    if "Latin" in unicode_range_a and "Latin" in unicode_range_b:
-        return False
-
-    if "Emoticons" in unicode_range_a or "Emoticons" in unicode_range_b:
-        return False
-
-    # Latin characters can be accompanied with a combining diacritical mark
-    # eg. Vietnamese.
-    if ("Latin" in unicode_range_a or "Latin" in unicode_range_b) and (
-        "Combining" in unicode_range_a or "Combining" in unicode_range_b
-    ):
-        return False
-
-    keywords_range_a, keywords_range_b = unicode_range_a.split(
-        " "
-    ), unicode_range_b.split(" ")
-
-    for el in keywords_range_a:
-        if el in UNICODE_SECONDARY_RANGE_KEYWORD:
-            continue
-        if el in keywords_range_b:
-            return False
-
-    # Japanese Exception
-    range_a_jp_chars, range_b_jp_chars = (
-        unicode_range_a
-        in (
-            "Hiragana",
-            "Katakana",
-        ),
-        unicode_range_b in ("Hiragana", "Katakana"),
-    )
-    if (range_a_jp_chars or range_b_jp_chars) and (
-        "CJK" in unicode_range_a or "CJK" in unicode_range_b
-    ):
-        return False
-    if range_a_jp_chars and range_b_jp_chars:
-        return False
-
-    if "Hangul" in unicode_range_a or "Hangul" in unicode_range_b:
-        if "CJK" in unicode_range_a or "CJK" in unicode_range_b:
-            return False
-        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
-            return False
-
-    # Chinese/Japanese use dedicated range for punctuation and/or separators.
-    if ("CJK" in unicode_range_a or "CJK" in unicode_range_b) or (
-        unicode_range_a in ["Katakana", "Hiragana"]
-        and unicode_range_b in ["Katakana", "Hiragana"]
-    ):
-        if "Punctuation" in unicode_range_a or "Punctuation" in unicode_range_b:
-            return False
-        if "Forms" in unicode_range_a or "Forms" in unicode_range_b:
-            return False
-        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
-            return False
-
-    return True
-
-
-@lru_cache(maxsize=2048)
-def mess_ratio(
-    decoded_sequence: str, maximum_threshold: float = 0.2, debug: bool = False
-) -> float:
-    """
-    Compute a mess ratio given a decoded bytes sequence. The maximum threshold does stop the computation earlier.
-    """
-
-    detectors: List[MessDetectorPlugin] = [
-        md_class() for md_class in MessDetectorPlugin.__subclasses__()
-    ]
-
-    length: int = len(decoded_sequence) + 1
-
-    mean_mess_ratio: float = 0.0
-
-    if length < 512:
-        intermediary_mean_mess_ratio_calc: int = 32
-    elif length <= 1024:
-        intermediary_mean_mess_ratio_calc = 64
-    else:
-        intermediary_mean_mess_ratio_calc = 128
-
-    for character, index in zip(decoded_sequence + "\n", range(length)):
-        for detector in detectors:
-            if detector.eligible(character):
-                detector.feed(character)
-
-        if (
-            index > 0 and index % intermediary_mean_mess_ratio_calc == 0
-        ) or index == length - 1:
-            mean_mess_ratio = sum(dt.ratio for dt in detectors)
-
-            if mean_mess_ratio >= maximum_threshold:
-                break
-
-    if debug:
-        logger = getLogger("charset_normalizer")
-
-        logger.log(
-            TRACE,
-            "Mess-detector extended-analysis start. "
-            f"intermediary_mean_mess_ratio_calc={intermediary_mean_mess_ratio_calc} mean_mess_ratio={mean_mess_ratio} "
-            f"maximum_threshold={maximum_threshold}",
-        )
-
-        if len(decoded_sequence) > 16:
-            logger.log(TRACE, f"Starting with: {decoded_sequence[:16]}")
-            logger.log(TRACE, f"Ending with: {decoded_sequence[-16::]}")
-
-        for dt in detectors:  # pragma: nocover
-            logger.log(TRACE, f"{dt.__class__}: {dt.ratio}")
-
-    return round(mean_mess_ratio, 3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so
deleted file mode 100755
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
deleted file mode 100644
index a760b9c55..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
+++ /dev/null
@@ -1,340 +0,0 @@
-from encodings.aliases import aliases
-from hashlib import sha256
-from json import dumps
-from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
-
-from .constant import TOO_BIG_SEQUENCE
-from .utils import iana_name, is_multi_byte_encoding, unicode_range
-
-
-class CharsetMatch:
-    def __init__(
-        self,
-        payload: bytes,
-        guessed_encoding: str,
-        mean_mess_ratio: float,
-        has_sig_or_bom: bool,
-        languages: "CoherenceMatches",
-        decoded_payload: Optional[str] = None,
-    ):
-        self._payload: bytes = payload
-
-        self._encoding: str = guessed_encoding
-        self._mean_mess_ratio: float = mean_mess_ratio
-        self._languages: CoherenceMatches = languages
-        self._has_sig_or_bom: bool = has_sig_or_bom
-        self._unicode_ranges: Optional[List[str]] = None
-
-        self._leaves: List[CharsetMatch] = []
-        self._mean_coherence_ratio: float = 0.0
-
-        self._output_payload: Optional[bytes] = None
-        self._output_encoding: Optional[str] = None
-
-        self._string: Optional[str] = decoded_payload
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, CharsetMatch):
-            raise TypeError(
-                "__eq__ cannot be invoked on {} and {}.".format(
-                    str(other.__class__), str(self.__class__)
-                )
-            )
-        return self.encoding == other.encoding and self.fingerprint == other.fingerprint
-
-    def __lt__(self, other: object) -> bool:
-        """
-        Implemented to make sorted available upon CharsetMatches items.
-        """
-        if not isinstance(other, CharsetMatch):
-            raise ValueError
-
-        chaos_difference: float = abs(self.chaos - other.chaos)
-        coherence_difference: float = abs(self.coherence - other.coherence)
-
-        # Below 1% difference --> Use Coherence
-        if chaos_difference < 0.01 and coherence_difference > 0.02:
-            return self.coherence > other.coherence
-        elif chaos_difference < 0.01 and coherence_difference <= 0.02:
-            # When having a difficult decision, use the result that decoded as many multi-byte as possible.
-            # preserve RAM usage!
-            if len(self._payload) >= TOO_BIG_SEQUENCE:
-                return self.chaos < other.chaos
-            return self.multi_byte_usage > other.multi_byte_usage
-
-        return self.chaos < other.chaos
-
-    @property
-    def multi_byte_usage(self) -> float:
-        return 1.0 - (len(str(self)) / len(self.raw))
-
-    def __str__(self) -> str:
-        # Lazy Str Loading
-        if self._string is None:
-            self._string = str(self._payload, self._encoding, "strict")
-        return self._string
-
-    def __repr__(self) -> str:
-        return "<CharsetMatch '{}' bytes({})>".format(self.encoding, self.fingerprint)
-
-    def add_submatch(self, other: "CharsetMatch") -> None:
-        if not isinstance(other, CharsetMatch) or other == self:
-            raise ValueError(
-                "Unable to add instance <{}> as a submatch of a CharsetMatch".format(
-                    other.__class__
-                )
-            )
-
-        other._string = None  # Unload RAM usage; dirty trick.
-        self._leaves.append(other)
-
-    @property
-    def encoding(self) -> str:
-        return self._encoding
-
-    @property
-    def encoding_aliases(self) -> List[str]:
-        """
-        Encoding name are known by many name, using this could help when searching for IBM855 when it's listed as CP855.
-        """
-        also_known_as: List[str] = []
-        for u, p in aliases.items():
-            if self.encoding == u:
-                also_known_as.append(p)
-            elif self.encoding == p:
-                also_known_as.append(u)
-        return also_known_as
-
-    @property
-    def bom(self) -> bool:
-        return self._has_sig_or_bom
-
-    @property
-    def byte_order_mark(self) -> bool:
-        return self._has_sig_or_bom
-
-    @property
-    def languages(self) -> List[str]:
-        """
-        Return the complete list of possible languages found in decoded sequence.
-        Usually not really useful. Returned list may be empty even if 'language' property return something != 'Unknown'.
-        """
-        return [e[0] for e in self._languages]
-
-    @property
-    def language(self) -> str:
-        """
-        Most probable language found in decoded sequence. If none were detected or inferred, the property will return
-        "Unknown".
-        """
-        if not self._languages:
-            # Trying to infer the language based on the given encoding
-            # Its either English or we should not pronounce ourselves in certain cases.
-            if "ascii" in self.could_be_from_charset:
-                return "English"
-
-            # doing it there to avoid circular import
-            from charset_normalizer.cd import encoding_languages, mb_encoding_languages
-
-            languages = (
-                mb_encoding_languages(self.encoding)
-                if is_multi_byte_encoding(self.encoding)
-                else encoding_languages(self.encoding)
-            )
-
-            if len(languages) == 0 or "Latin Based" in languages:
-                return "Unknown"
-
-            return languages[0]
-
-        return self._languages[0][0]
-
-    @property
-    def chaos(self) -> float:
-        return self._mean_mess_ratio
-
-    @property
-    def coherence(self) -> float:
-        if not self._languages:
-            return 0.0
-        return self._languages[0][1]
-
-    @property
-    def percent_chaos(self) -> float:
-        return round(self.chaos * 100, ndigits=3)
-
-    @property
-    def percent_coherence(self) -> float:
-        return round(self.coherence * 100, ndigits=3)
-
-    @property
-    def raw(self) -> bytes:
-        """
-        Original untouched bytes.
-        """
-        return self._payload
-
-    @property
-    def submatch(self) -> List["CharsetMatch"]:
-        return self._leaves
-
-    @property
-    def has_submatch(self) -> bool:
-        return len(self._leaves) > 0
-
-    @property
-    def alphabets(self) -> List[str]:
-        if self._unicode_ranges is not None:
-            return self._unicode_ranges
-        # list detected ranges
-        detected_ranges: List[Optional[str]] = [
-            unicode_range(char) for char in str(self)
-        ]
-        # filter and sort
-        self._unicode_ranges = sorted(list({r for r in detected_ranges if r}))
-        return self._unicode_ranges
-
-    @property
-    def could_be_from_charset(self) -> List[str]:
-        """
-        The complete list of encoding that output the exact SAME str result and therefore could be the originating
-        encoding.
-        This list does include the encoding available in property 'encoding'.
-        """
-        return [self._encoding] + [m.encoding for m in self._leaves]
-
-    def output(self, encoding: str = "utf_8") -> bytes:
-        """
-        Method to get re-encoded bytes payload using given target encoding. Default to UTF-8.
-        Any errors will be simply ignored by the encoder NOT replaced.
-        """
-        if self._output_encoding is None or self._output_encoding != encoding:
-            self._output_encoding = encoding
-            self._output_payload = str(self).encode(encoding, "replace")
-
-        return self._output_payload  # type: ignore
-
-    @property
-    def fingerprint(self) -> str:
-        """
-        Retrieve the unique SHA256 computed using the transformed (re-encoded) payload. Not the original one.
-        """
-        return sha256(self.output()).hexdigest()
-
-
-class CharsetMatches:
-    """
-    Container with every CharsetMatch items ordered by default from most probable to the less one.
-    Act like a list(iterable) but does not implements all related methods.
-    """
-
-    def __init__(self, results: Optional[List[CharsetMatch]] = None):
-        self._results: List[CharsetMatch] = sorted(results) if results else []
-
-    def __iter__(self) -> Iterator[CharsetMatch]:
-        yield from self._results
-
-    def __getitem__(self, item: Union[int, str]) -> CharsetMatch:
-        """
-        Retrieve a single item either by its position or encoding name (alias may be used here).
-        Raise KeyError upon invalid index or encoding not present in results.
-        """
-        if isinstance(item, int):
-            return self._results[item]
-        if isinstance(item, str):
-            item = iana_name(item, False)
-            for result in self._results:
-                if item in result.could_be_from_charset:
-                    return result
-        raise KeyError
-
-    def __len__(self) -> int:
-        return len(self._results)
-
-    def __bool__(self) -> bool:
-        return len(self._results) > 0
-
-    def append(self, item: CharsetMatch) -> None:
-        """
-        Insert a single match. Will be inserted accordingly to preserve sort.
-        Can be inserted as a submatch.
-        """
-        if not isinstance(item, CharsetMatch):
-            raise ValueError(
-                "Cannot append instance '{}' to CharsetMatches".format(
-                    str(item.__class__)
-                )
-            )
-        # We should disable the submatch factoring when the input file is too heavy (conserve RAM usage)
-        if len(item.raw) <= TOO_BIG_SEQUENCE:
-            for match in self._results:
-                if match.fingerprint == item.fingerprint and match.chaos == item.chaos:
-                    match.add_submatch(item)
-                    return
-        self._results.append(item)
-        self._results = sorted(self._results)
-
-    def best(self) -> Optional["CharsetMatch"]:
-        """
-        Simply return the first match. Strict equivalent to matches[0].
-        """
-        if not self._results:
-            return None
-        return self._results[0]
-
-    def first(self) -> Optional["CharsetMatch"]:
-        """
-        Redundant method, call the method best(). Kept for BC reasons.
-        """
-        return self.best()
-
-
-CoherenceMatch = Tuple[str, float]
-CoherenceMatches = List[CoherenceMatch]
-
-
-class CliDetectionResult:
-    def __init__(
-        self,
-        path: str,
-        encoding: Optional[str],
-        encoding_aliases: List[str],
-        alternative_encodings: List[str],
-        language: str,
-        alphabets: List[str],
-        has_sig_or_bom: bool,
-        chaos: float,
-        coherence: float,
-        unicode_path: Optional[str],
-        is_preferred: bool,
-    ):
-        self.path: str = path
-        self.unicode_path: Optional[str] = unicode_path
-        self.encoding: Optional[str] = encoding
-        self.encoding_aliases: List[str] = encoding_aliases
-        self.alternative_encodings: List[str] = alternative_encodings
-        self.language: str = language
-        self.alphabets: List[str] = alphabets
-        self.has_sig_or_bom: bool = has_sig_or_bom
-        self.chaos: float = chaos
-        self.coherence: float = coherence
-        self.is_preferred: bool = is_preferred
-
-    @property
-    def __dict__(self) -> Dict[str, Any]:  # type: ignore
-        return {
-            "path": self.path,
-            "encoding": self.encoding,
-            "encoding_aliases": self.encoding_aliases,
-            "alternative_encodings": self.alternative_encodings,
-            "language": self.language,
-            "alphabets": self.alphabets,
-            "has_sig_or_bom": self.has_sig_or_bom,
-            "chaos": self.chaos,
-            "coherence": self.coherence,
-            "unicode_path": self.unicode_path,
-            "is_preferred": self.is_preferred,
-        }
-
-    def to_json(self) -> str:
-        return dumps(self.__dict__, ensure_ascii=True, indent=4)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
deleted file mode 100644
index e5cbbf4c0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
+++ /dev/null
@@ -1,421 +0,0 @@
-import importlib
-import logging
-import unicodedata
-from codecs import IncrementalDecoder
-from encodings.aliases import aliases
-from functools import lru_cache
-from re import findall
-from typing import Generator, List, Optional, Set, Tuple, Union
-
-from _multibytecodec import MultibyteIncrementalDecoder
-
-from .constant import (
-    ENCODING_MARKS,
-    IANA_SUPPORTED_SIMILAR,
-    RE_POSSIBLE_ENCODING_INDICATION,
-    UNICODE_RANGES_COMBINED,
-    UNICODE_SECONDARY_RANGE_KEYWORD,
-    UTF8_MAXIMAL_ALLOCATION,
-)
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_accentuated(character: str) -> bool:
-    try:
-        description: str = unicodedata.name(character)
-    except ValueError:
-        return False
-    return (
-        "WITH GRAVE" in description
-        or "WITH ACUTE" in description
-        or "WITH CEDILLA" in description
-        or "WITH DIAERESIS" in description
-        or "WITH CIRCUMFLEX" in description
-        or "WITH TILDE" in description
-        or "WITH MACRON" in description
-        or "WITH RING ABOVE" in description
-    )
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def remove_accent(character: str) -> str:
-    decomposed: str = unicodedata.decomposition(character)
-    if not decomposed:
-        return character
-
-    codes: List[str] = decomposed.split(" ")
-
-    return chr(int(codes[0], 16))
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def unicode_range(character: str) -> Optional[str]:
-    """
-    Retrieve the Unicode range official name from a single character.
-    """
-    character_ord: int = ord(character)
-
-    for range_name, ord_range in UNICODE_RANGES_COMBINED.items():
-        if character_ord in ord_range:
-            return range_name
-
-    return None
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_latin(character: str) -> bool:
-    try:
-        description: str = unicodedata.name(character)
-    except ValueError:
-        return False
-    return "LATIN" in description
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_punctuation(character: str) -> bool:
-    character_category: str = unicodedata.category(character)
-
-    if "P" in character_category:
-        return True
-
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Punctuation" in character_range
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_symbol(character: str) -> bool:
-    character_category: str = unicodedata.category(character)
-
-    if "S" in character_category or "N" in character_category:
-        return True
-
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Forms" in character_range and character_category != "Lo"
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_emoticon(character: str) -> bool:
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Emoticons" in character_range or "Pictographs" in character_range
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_separator(character: str) -> bool:
-    if character.isspace() or character in {"｜", "+", "<", ">"}:
-        return True
-
-    character_category: str = unicodedata.category(character)
-
-    return "Z" in character_category or character_category in {"Po", "Pd", "Pc"}
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_case_variable(character: str) -> bool:
-    return character.islower() != character.isupper()
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_cjk(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "CJK" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_hiragana(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "HIRAGANA" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_katakana(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "KATAKANA" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_hangul(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "HANGUL" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_thai(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "THAI" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_arabic(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "ARABIC" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_arabic_isolated_form(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "ARABIC" in character_name and "ISOLATED FORM" in character_name
-
-
-@lru_cache(maxsize=len(UNICODE_RANGES_COMBINED))
-def is_unicode_range_secondary(range_name: str) -> bool:
-    return any(keyword in range_name for keyword in UNICODE_SECONDARY_RANGE_KEYWORD)
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_unprintable(character: str) -> bool:
-    return (
-        character.isspace() is False  # includes \n \t \r \v
-        and character.isprintable() is False
-        and character != "\x1A"  # Why? Its the ASCII substitute character.
-        and character != "\ufeff"  # bug discovered in Python,
-        # Zero Width No-Break Space located in 	Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space.
-    )
-
-
-def any_specified_encoding(sequence: bytes, search_zone: int = 8192) -> Optional[str]:
-    """
-    Extract using ASCII-only decoder any specified encoding in the first n-bytes.
-    """
-    if not isinstance(sequence, bytes):
-        raise TypeError
-
-    seq_len: int = len(sequence)
-
-    results: List[str] = findall(
-        RE_POSSIBLE_ENCODING_INDICATION,
-        sequence[: min(seq_len, search_zone)].decode("ascii", errors="ignore"),
-    )
-
-    if len(results) == 0:
-        return None
-
-    for specified_encoding in results:
-        specified_encoding = specified_encoding.lower().replace("-", "_")
-
-        encoding_alias: str
-        encoding_iana: str
-
-        for encoding_alias, encoding_iana in aliases.items():
-            if encoding_alias == specified_encoding:
-                return encoding_iana
-            if encoding_iana == specified_encoding:
-                return encoding_iana
-
-    return None
-
-
-@lru_cache(maxsize=128)
-def is_multi_byte_encoding(name: str) -> bool:
-    """
-    Verify is a specific encoding is a multi byte one based on it IANA name
-    """
-    return name in {
-        "utf_8",
-        "utf_8_sig",
-        "utf_16",
-        "utf_16_be",
-        "utf_16_le",
-        "utf_32",
-        "utf_32_le",
-        "utf_32_be",
-        "utf_7",
-    } or issubclass(
-        importlib.import_module("encodings.{}".format(name)).IncrementalDecoder,
-        MultibyteIncrementalDecoder,
-    )
-
-
-def identify_sig_or_bom(sequence: bytes) -> Tuple[Optional[str], bytes]:
-    """
-    Identify and extract SIG/BOM in given sequence.
-    """
-
-    for iana_encoding in ENCODING_MARKS:
-        marks: Union[bytes, List[bytes]] = ENCODING_MARKS[iana_encoding]
-
-        if isinstance(marks, bytes):
-            marks = [marks]
-
-        for mark in marks:
-            if sequence.startswith(mark):
-                return iana_encoding, mark
-
-    return None, b""
-
-
-def should_strip_sig_or_bom(iana_encoding: str) -> bool:
-    return iana_encoding not in {"utf_16", "utf_32"}
-
-
-def iana_name(cp_name: str, strict: bool = True) -> str:
-    cp_name = cp_name.lower().replace("-", "_")
-
-    encoding_alias: str
-    encoding_iana: str
-
-    for encoding_alias, encoding_iana in aliases.items():
-        if cp_name in [encoding_alias, encoding_iana]:
-            return encoding_iana
-
-    if strict:
-        raise ValueError("Unable to retrieve IANA for '{}'".format(cp_name))
-
-    return cp_name
-
-
-def range_scan(decoded_sequence: str) -> List[str]:
-    ranges: Set[str] = set()
-
-    for character in decoded_sequence:
-        character_range: Optional[str] = unicode_range(character)
-
-        if character_range is None:
-            continue
-
-        ranges.add(character_range)
-
-    return list(ranges)
-
-
-def cp_similarity(iana_name_a: str, iana_name_b: str) -> float:
-    if is_multi_byte_encoding(iana_name_a) or is_multi_byte_encoding(iana_name_b):
-        return 0.0
-
-    decoder_a = importlib.import_module(
-        "encodings.{}".format(iana_name_a)
-    ).IncrementalDecoder
-    decoder_b = importlib.import_module(
-        "encodings.{}".format(iana_name_b)
-    ).IncrementalDecoder
-
-    id_a: IncrementalDecoder = decoder_a(errors="ignore")
-    id_b: IncrementalDecoder = decoder_b(errors="ignore")
-
-    character_match_count: int = 0
-
-    for i in range(255):
-        to_be_decoded: bytes = bytes([i])
-        if id_a.decode(to_be_decoded) == id_b.decode(to_be_decoded):
-            character_match_count += 1
-
-    return character_match_count / 254
-
-
-def is_cp_similar(iana_name_a: str, iana_name_b: str) -> bool:
-    """
-    Determine if two code page are at least 80% similar. IANA_SUPPORTED_SIMILAR dict was generated using
-    the function cp_similarity.
-    """
-    return (
-        iana_name_a in IANA_SUPPORTED_SIMILAR
-        and iana_name_b in IANA_SUPPORTED_SIMILAR[iana_name_a]
-    )
-
-
-def set_logging_handler(
-    name: str = "charset_normalizer",
-    level: int = logging.INFO,
-    format_string: str = "%(asctime)s | %(levelname)s | %(message)s",
-) -> None:
-    logger = logging.getLogger(name)
-    logger.setLevel(level)
-
-    handler = logging.StreamHandler()
-    handler.setFormatter(logging.Formatter(format_string))
-    logger.addHandler(handler)
-
-
-def cut_sequence_chunks(
-    sequences: bytes,
-    encoding_iana: str,
-    offsets: range,
-    chunk_size: int,
-    bom_or_sig_available: bool,
-    strip_sig_or_bom: bool,
-    sig_payload: bytes,
-    is_multi_byte_decoder: bool,
-    decoded_payload: Optional[str] = None,
-) -> Generator[str, None, None]:
-    if decoded_payload and is_multi_byte_decoder is False:
-        for i in offsets:
-            chunk = decoded_payload[i : i + chunk_size]
-            if not chunk:
-                break
-            yield chunk
-    else:
-        for i in offsets:
-            chunk_end = i + chunk_size
-            if chunk_end > len(sequences) + 8:
-                continue
-
-            cut_sequence = sequences[i : i + chunk_size]
-
-            if bom_or_sig_available and strip_sig_or_bom is False:
-                cut_sequence = sig_payload + cut_sequence
-
-            chunk = cut_sequence.decode(
-                encoding_iana,
-                errors="ignore" if is_multi_byte_decoder else "strict",
-            )
-
-            # multi-byte bad cutting detector and adjustment
-            # not the cleanest way to perform that fix but clever enough for now.
-            if is_multi_byte_decoder and i > 0:
-                chunk_partial_size_chk: int = min(chunk_size, 16)
-
-                if (
-                    decoded_payload
-                    and chunk[:chunk_partial_size_chk] not in decoded_payload
-                ):
-                    for j in range(i, i - 4, -1):
-                        cut_sequence = sequences[j:chunk_end]
-
-                        if bom_or_sig_available and strip_sig_or_bom is False:
-                            cut_sequence = sig_payload + cut_sequence
-
-                        chunk = cut_sequence.decode(encoding_iana, errors="ignore")
-
-                        if chunk[:chunk_partial_size_chk] in decoded_payload:
-                            break
-
-            yield chunk
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
deleted file mode 100644
index 5a4da4ff4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
+++ /dev/null
@@ -1,6 +0,0 @@
-"""
-Expose version
-"""
-
-__version__ = "3.3.2"
-VERSION = __version__.split(".")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
deleted file mode 100644
index a2c19c06f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
+++ /dev/null
@@ -1,24 +0,0 @@
-# -*- coding: utf-8 -*-
-import sys
-
-try:
-    from ._version import version as __version__
-except ImportError:
-    __version__ = 'unknown'
-
-__all__ = ['easter', 'parser', 'relativedelta', 'rrule', 'tz',
-           'utils', 'zoneinfo']
-
-def __getattr__(name):
-    import importlib
-
-    if name in __all__:
-        return importlib.import_module("." + name, __name__)
-    raise AttributeError(
-        "module {!r} has not attribute {!r}".format(__name__, name)
-    )
-
-
-def __dir__():
-    # __dir__ should include all the lazy-importable modules as well.
-    return [x for x in globals() if x not in sys.modules] + __all__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
deleted file mode 100644
index 4eb2659bd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
+++ /dev/null
@@ -1,43 +0,0 @@
-"""
-Common code used in multiple modules.
-"""
-
-
-class weekday(object):
-    __slots__ = ["weekday", "n"]
-
-    def __init__(self, weekday, n=None):
-        self.weekday = weekday
-        self.n = n
-
-    def __call__(self, n):
-        if n == self.n:
-            return self
-        else:
-            return self.__class__(self.weekday, n)
-
-    def __eq__(self, other):
-        try:
-            if self.weekday != other.weekday or self.n != other.n:
-                return False
-        except AttributeError:
-            return False
-        return True
-
-    def __hash__(self):
-        return hash((
-          self.weekday,
-          self.n,
-        ))
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        s = ("MO", "TU", "WE", "TH", "FR", "SA", "SU")[self.weekday]
-        if not self.n:
-            return s
-        else:
-            return "%s(%+d)" % (s, self.n)
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
deleted file mode 100644
index ddda98098..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
+++ /dev/null
@@ -1,4 +0,0 @@
-# file generated by setuptools_scm
-# don't change, don't track in version control
-__version__ = version = '2.9.0.post0'
-__version_tuple__ = version_tuple = (2, 9, 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
deleted file mode 100644
index f74d1f744..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
+++ /dev/null
@@ -1,89 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a generic Easter computing method for any given year, using
-Western, Orthodox or Julian algorithms.
-"""
-
-import datetime
-
-__all__ = ["easter", "EASTER_JULIAN", "EASTER_ORTHODOX", "EASTER_WESTERN"]
-
-EASTER_JULIAN = 1
-EASTER_ORTHODOX = 2
-EASTER_WESTERN = 3
-
-
-def easter(year, method=EASTER_WESTERN):
-    """
-    This method was ported from the work done by GM Arts,
-    on top of the algorithm by Claus Tondering, which was
-    based in part on the algorithm of Ouding (1940), as
-    quoted in "Explanatory Supplement to the Astronomical
-    Almanac", P.  Kenneth Seidelmann, editor.
-
-    This algorithm implements three different Easter
-    calculation methods:
-
-    1. Original calculation in Julian calendar, valid in
-       dates after 326 AD
-    2. Original method, with date converted to Gregorian
-       calendar, valid in years 1583 to 4099
-    3. Revised method, in Gregorian calendar, valid in
-       years 1583 to 4099 as well
-
-    These methods are represented by the constants:
-
-    * ``EASTER_JULIAN   = 1``
-    * ``EASTER_ORTHODOX = 2``
-    * ``EASTER_WESTERN  = 3``
-
-    The default method is method 3.
-
-    More about the algorithm may be found at:
-
-    `GM Arts: Easter Algorithms <http://www.gmarts.org/index.php?go=415>`_
-
-    and
-
-    `The Calendar FAQ: Easter <https://www.tondering.dk/claus/cal/easter.php>`_
-
-    """
-
-    if not (1 <= method <= 3):
-        raise ValueError("invalid method")
-
-    # g - Golden year - 1
-    # c - Century
-    # h - (23 - Epact) mod 30
-    # i - Number of days from March 21 to Paschal Full Moon
-    # j - Weekday for PFM (0=Sunday, etc)
-    # p - Number of days from March 21 to Sunday on or before PFM
-    #     (-6 to 28 methods 1 & 3, to 56 for method 2)
-    # e - Extra days to add for method 2 (converting Julian
-    #     date to Gregorian date)
-
-    y = year
-    g = y % 19
-    e = 0
-    if method < 3:
-        # Old method
-        i = (19*g + 15) % 30
-        j = (y + y//4 + i) % 7
-        if method == 2:
-            # Extra dates to convert Julian to Gregorian date
-            e = 10
-            if y > 1600:
-                e = e + y//100 - 16 - (y//100 - 16)//4
-    else:
-        # New method
-        c = y//100
-        h = (c - c//4 - (8*c + 13)//25 + 19*g + 15) % 30
-        i = h - (h//28)*(1 - (h//28)*(29//(h + 1))*((21 - g)//11))
-        j = (y + y//4 + i + 2 - c + c//4) % 7
-
-    # p can be from -6 to 56 corresponding to dates 22 March to 23 May
-    # (later dates apply to method 2, although 23 May never actually occurs)
-    p = i - j + e
-    d = 1 + (p + 27 + (p + 6)//40) % 31
-    m = 3 + (p + 26)//30
-    return datetime.date(int(y), int(m), int(d))
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
deleted file mode 100644
index d174b0e4d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
+++ /dev/null
@@ -1,61 +0,0 @@
-# -*- coding: utf-8 -*-
-from ._parser import parse, parser, parserinfo, ParserError
-from ._parser import DEFAULTPARSER, DEFAULTTZPARSER
-from ._parser import UnknownTimezoneWarning
-
-from ._parser import __doc__
-
-from .isoparser import isoparser, isoparse
-
-__all__ = ['parse', 'parser', 'parserinfo',
-           'isoparse', 'isoparser',
-           'ParserError',
-           'UnknownTimezoneWarning']
-
-
-###
-# Deprecate portions of the private interface so that downstream code that
-# is improperly relying on it is given *some* notice.
-
-
-def __deprecated_private_func(f):
-    from functools import wraps
-    import warnings
-
-    msg = ('{name} is a private function and may break without warning, '
-           'it will be moved and or renamed in future versions.')
-    msg = msg.format(name=f.__name__)
-
-    @wraps(f)
-    def deprecated_func(*args, **kwargs):
-        warnings.warn(msg, DeprecationWarning)
-        return f(*args, **kwargs)
-
-    return deprecated_func
-
-def __deprecate_private_class(c):
-    import warnings
-
-    msg = ('{name} is a private class and may break without warning, '
-           'it will be moved and or renamed in future versions.')
-    msg = msg.format(name=c.__name__)
-
-    class private_class(c):
-        __doc__ = c.__doc__
-
-        def __init__(self, *args, **kwargs):
-            warnings.warn(msg, DeprecationWarning)
-            super(private_class, self).__init__(*args, **kwargs)
-
-    private_class.__name__ = c.__name__
-
-    return private_class
-
-
-from ._parser import _timelex, _resultbase
-from ._parser import _tzparser, _parsetz
-
-_timelex = __deprecate_private_class(_timelex)
-_tzparser = __deprecate_private_class(_tzparser)
-_resultbase = __deprecate_private_class(_resultbase)
-_parsetz = __deprecated_private_func(_parsetz)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
deleted file mode 100644
index 37d1663b2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
+++ /dev/null
@@ -1,1613 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a generic date/time string parser which is able to parse
-most known formats to represent a date and/or time.
-
-This module attempts to be forgiving with regards to unlikely input formats,
-returning a datetime object even for dates which are ambiguous. If an element
-of a date/time stamp is omitted, the following rules are applied:
-
-- If AM or PM is left unspecified, a 24-hour clock is assumed, however, an hour
-  on a 12-hour clock (``0 <= hour <= 12``) *must* be specified if AM or PM is
-  specified.
-- If a time zone is omitted, a timezone-naive datetime is returned.
-
-If any other elements are missing, they are taken from the
-:class:`datetime.datetime` object passed to the parameter ``default``. If this
-results in a day number exceeding the valid number of days per month, the
-value falls back to the end of the month.
-
-Additional resources about date/time string formats can be found below:
-
-- `A summary of the international standard date and time notation
-  <https://www.cl.cam.ac.uk/~mgk25/iso-time.html>`_
-- `W3C Date and Time Formats <https://www.w3.org/TR/NOTE-datetime>`_
-- `Time Formats (Planetary Rings Node) <https://pds-rings.seti.org:443/tools/time_formats.html>`_
-- `CPAN ParseDate module
-  <https://metacpan.org/pod/release/MUIR/Time-modules-2013.0912/lib/Time/ParseDate.pm>`_
-- `Java SimpleDateFormat Class
-  <https://docs.oracle.com/javase/6/docs/api/java/text/SimpleDateFormat.html>`_
-"""
-from __future__ import unicode_literals
-
-import datetime
-import re
-import string
-import time
-import warnings
-
-from calendar import monthrange
-from io import StringIO
-
-import six
-from six import integer_types, text_type
-
-from decimal import Decimal
-
-from warnings import warn
-
-from .. import relativedelta
-from .. import tz
-
-__all__ = ["parse", "parserinfo", "ParserError"]
-
-
-# TODO: pandas.core.tools.datetimes imports this explicitly.  Might be worth
-# making public and/or figuring out if there is something we can
-# take off their plate.
-class _timelex(object):
-    # Fractional seconds are sometimes split by a comma
-    _split_decimal = re.compile("([.,])")
-
-    def __init__(self, instream):
-        if isinstance(instream, (bytes, bytearray)):
-            instream = instream.decode()
-
-        if isinstance(instream, text_type):
-            instream = StringIO(instream)
-        elif getattr(instream, 'read', None) is None:
-            raise TypeError('Parser must be a string or character stream, not '
-                            '{itype}'.format(itype=instream.__class__.__name__))
-
-        self.instream = instream
-        self.charstack = []
-        self.tokenstack = []
-        self.eof = False
-
-    def get_token(self):
-        """
-        This function breaks the time string into lexical units (tokens), which
-        can be parsed by the parser. Lexical units are demarcated by changes in
-        the character set, so any continuous string of letters is considered
-        one unit, any continuous string of numbers is considered one unit.
-
-        The main complication arises from the fact that dots ('.') can be used
-        both as separators (e.g. "Sep.20.2009") or decimal points (e.g.
-        "4:30:21.447"). As such, it is necessary to read the full context of
-        any dot-separated strings before breaking it into tokens; as such, this
-        function maintains a "token stack", for when the ambiguous context
-        demands that multiple tokens be parsed at once.
-        """
-        if self.tokenstack:
-            return self.tokenstack.pop(0)
-
-        seenletters = False
-        token = None
-        state = None
-
-        while not self.eof:
-            # We only realize that we've reached the end of a token when we
-            # find a character that's not part of the current token - since
-            # that character may be part of the next token, it's stored in the
-            # charstack.
-            if self.charstack:
-                nextchar = self.charstack.pop(0)
-            else:
-                nextchar = self.instream.read(1)
-                while nextchar == '\x00':
-                    nextchar = self.instream.read(1)
-
-            if not nextchar:
-                self.eof = True
-                break
-            elif not state:
-                # First character of the token - determines if we're starting
-                # to parse a word, a number or something else.
-                token = nextchar
-                if self.isword(nextchar):
-                    state = 'a'
-                elif self.isnum(nextchar):
-                    state = '0'
-                elif self.isspace(nextchar):
-                    token = ' '
-                    break  # emit token
-                else:
-                    break  # emit token
-            elif state == 'a':
-                # If we've already started reading a word, we keep reading
-                # letters until we find something that's not part of a word.
-                seenletters = True
-                if self.isword(nextchar):
-                    token += nextchar
-                elif nextchar == '.':
-                    token += nextchar
-                    state = 'a.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == '0':
-                # If we've already started reading a number, we keep reading
-                # numbers until we find something that doesn't fit.
-                if self.isnum(nextchar):
-                    token += nextchar
-                elif nextchar == '.' or (nextchar == ',' and len(token) >= 2):
-                    token += nextchar
-                    state = '0.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == 'a.':
-                # If we've seen some letters and a dot separator, continue
-                # parsing, and the tokens will be broken up later.
-                seenletters = True
-                if nextchar == '.' or self.isword(nextchar):
-                    token += nextchar
-                elif self.isnum(nextchar) and token[-1] == '.':
-                    token += nextchar
-                    state = '0.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == '0.':
-                # If we've seen at least one dot separator, keep going, we'll
-                # break up the tokens later.
-                if nextchar == '.' or self.isnum(nextchar):
-                    token += nextchar
-                elif self.isword(nextchar) and token[-1] == '.':
-                    token += nextchar
-                    state = 'a.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-
-        if (state in ('a.', '0.') and (seenletters or token.count('.') > 1 or
-                                       token[-1] in '.,')):
-            l = self._split_decimal.split(token)
-            token = l[0]
-            for tok in l[1:]:
-                if tok:
-                    self.tokenstack.append(tok)
-
-        if state == '0.' and token.count('.') == 0:
-            token = token.replace(',', '.')
-
-        return token
-
-    def __iter__(self):
-        return self
-
-    def __next__(self):
-        token = self.get_token()
-        if token is None:
-            raise StopIteration
-
-        return token
-
-    def next(self):
-        return self.__next__()  # Python 2.x support
-
-    @classmethod
-    def split(cls, s):
-        return list(cls(s))
-
-    @classmethod
-    def isword(cls, nextchar):
-        """ Whether or not the next character is part of a word """
-        return nextchar.isalpha()
-
-    @classmethod
-    def isnum(cls, nextchar):
-        """ Whether the next character is part of a number """
-        return nextchar.isdigit()
-
-    @classmethod
-    def isspace(cls, nextchar):
-        """ Whether the next character is whitespace """
-        return nextchar.isspace()
-
-
-class _resultbase(object):
-
-    def __init__(self):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-
-    def _repr(self, classname):
-        l = []
-        for attr in self.__slots__:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("%s=%s" % (attr, repr(value)))
-        return "%s(%s)" % (classname, ", ".join(l))
-
-    def __len__(self):
-        return (sum(getattr(self, attr) is not None
-                    for attr in self.__slots__))
-
-    def __repr__(self):
-        return self._repr(self.__class__.__name__)
-
-
-class parserinfo(object):
-    """
-    Class which handles what inputs are accepted. Subclass this to customize
-    the language and acceptable values for each parameter.
-
-    :param dayfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-        ``yearfirst`` is set to ``True``, this distinguishes between YDM
-        and YMD. Default is ``False``.
-
-    :param yearfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the year. If ``True``, the first number is taken
-        to be the year, otherwise the last number is taken to be the year.
-        Default is ``False``.
-    """
-
-    # m from a.m/p.m, t from ISO T separator
-    JUMP = [" ", ".", ",", ";", "-", "/", "'",
-            "at", "on", "and", "ad", "m", "t", "of",
-            "st", "nd", "rd", "th"]
-
-    WEEKDAYS = [("Mon", "Monday"),
-                ("Tue", "Tuesday"),     # TODO: "Tues"
-                ("Wed", "Wednesday"),
-                ("Thu", "Thursday"),    # TODO: "Thurs"
-                ("Fri", "Friday"),
-                ("Sat", "Saturday"),
-                ("Sun", "Sunday")]
-    MONTHS = [("Jan", "January"),
-              ("Feb", "February"),      # TODO: "Febr"
-              ("Mar", "March"),
-              ("Apr", "April"),
-              ("May", "May"),
-              ("Jun", "June"),
-              ("Jul", "July"),
-              ("Aug", "August"),
-              ("Sep", "Sept", "September"),
-              ("Oct", "October"),
-              ("Nov", "November"),
-              ("Dec", "December")]
-    HMS = [("h", "hour", "hours"),
-           ("m", "minute", "minutes"),
-           ("s", "second", "seconds")]
-    AMPM = [("am", "a"),
-            ("pm", "p")]
-    UTCZONE = ["UTC", "GMT", "Z", "z"]
-    PERTAIN = ["of"]
-    TZOFFSET = {}
-    # TODO: ERA = ["AD", "BC", "CE", "BCE", "Stardate",
-    #              "Anno Domini", "Year of Our Lord"]
-
-    def __init__(self, dayfirst=False, yearfirst=False):
-        self._jump = self._convert(self.JUMP)
-        self._weekdays = self._convert(self.WEEKDAYS)
-        self._months = self._convert(self.MONTHS)
-        self._hms = self._convert(self.HMS)
-        self._ampm = self._convert(self.AMPM)
-        self._utczone = self._convert(self.UTCZONE)
-        self._pertain = self._convert(self.PERTAIN)
-
-        self.dayfirst = dayfirst
-        self.yearfirst = yearfirst
-
-        self._year = time.localtime().tm_year
-        self._century = self._year // 100 * 100
-
-    def _convert(self, lst):
-        dct = {}
-        for i, v in enumerate(lst):
-            if isinstance(v, tuple):
-                for v in v:
-                    dct[v.lower()] = i
-            else:
-                dct[v.lower()] = i
-        return dct
-
-    def jump(self, name):
-        return name.lower() in self._jump
-
-    def weekday(self, name):
-        try:
-            return self._weekdays[name.lower()]
-        except KeyError:
-            pass
-        return None
-
-    def month(self, name):
-        try:
-            return self._months[name.lower()] + 1
-        except KeyError:
-            pass
-        return None
-
-    def hms(self, name):
-        try:
-            return self._hms[name.lower()]
-        except KeyError:
-            return None
-
-    def ampm(self, name):
-        try:
-            return self._ampm[name.lower()]
-        except KeyError:
-            return None
-
-    def pertain(self, name):
-        return name.lower() in self._pertain
-
-    def utczone(self, name):
-        return name.lower() in self._utczone
-
-    def tzoffset(self, name):
-        if name in self._utczone:
-            return 0
-
-        return self.TZOFFSET.get(name)
-
-    def convertyear(self, year, century_specified=False):
-        """
-        Converts two-digit years to year within [-50, 49]
-        range of self._year (current local time)
-        """
-
-        # Function contract is that the year is always positive
-        assert year >= 0
-
-        if year < 100 and not century_specified:
-            # assume current century to start
-            year += self._century
-
-            if year >= self._year + 50:  # if too far in future
-                year -= 100
-            elif year < self._year - 50:  # if too far in past
-                year += 100
-
-        return year
-
-    def validate(self, res):
-        # move to info
-        if res.year is not None:
-            res.year = self.convertyear(res.year, res.century_specified)
-
-        if ((res.tzoffset == 0 and not res.tzname) or
-             (res.tzname == 'Z' or res.tzname == 'z')):
-            res.tzname = "UTC"
-            res.tzoffset = 0
-        elif res.tzoffset != 0 and res.tzname and self.utczone(res.tzname):
-            res.tzoffset = 0
-        return True
-
-
-class _ymd(list):
-    def __init__(self, *args, **kwargs):
-        super(self.__class__, self).__init__(*args, **kwargs)
-        self.century_specified = False
-        self.dstridx = None
-        self.mstridx = None
-        self.ystridx = None
-
-    @property
-    def has_year(self):
-        return self.ystridx is not None
-
-    @property
-    def has_month(self):
-        return self.mstridx is not None
-
-    @property
-    def has_day(self):
-        return self.dstridx is not None
-
-    def could_be_day(self, value):
-        if self.has_day:
-            return False
-        elif not self.has_month:
-            return 1 <= value <= 31
-        elif not self.has_year:
-            # Be permissive, assume leap year
-            month = self[self.mstridx]
-            return 1 <= value <= monthrange(2000, month)[1]
-        else:
-            month = self[self.mstridx]
-            year = self[self.ystridx]
-            return 1 <= value <= monthrange(year, month)[1]
-
-    def append(self, val, label=None):
-        if hasattr(val, '__len__'):
-            if val.isdigit() and len(val) > 2:
-                self.century_specified = True
-                if label not in [None, 'Y']:  # pragma: no cover
-                    raise ValueError(label)
-                label = 'Y'
-        elif val > 100:
-            self.century_specified = True
-            if label not in [None, 'Y']:  # pragma: no cover
-                raise ValueError(label)
-            label = 'Y'
-
-        super(self.__class__, self).append(int(val))
-
-        if label == 'M':
-            if self.has_month:
-                raise ValueError('Month is already set')
-            self.mstridx = len(self) - 1
-        elif label == 'D':
-            if self.has_day:
-                raise ValueError('Day is already set')
-            self.dstridx = len(self) - 1
-        elif label == 'Y':
-            if self.has_year:
-                raise ValueError('Year is already set')
-            self.ystridx = len(self) - 1
-
-    def _resolve_from_stridxs(self, strids):
-        """
-        Try to resolve the identities of year/month/day elements using
-        ystridx, mstridx, and dstridx, if enough of these are specified.
-        """
-        if len(self) == 3 and len(strids) == 2:
-            # we can back out the remaining stridx value
-            missing = [x for x in range(3) if x not in strids.values()]
-            key = [x for x in ['y', 'm', 'd'] if x not in strids]
-            assert len(missing) == len(key) == 1
-            key = key[0]
-            val = missing[0]
-            strids[key] = val
-
-        assert len(self) == len(strids)  # otherwise this should not be called
-        out = {key: self[strids[key]] for key in strids}
-        return (out.get('y'), out.get('m'), out.get('d'))
-
-    def resolve_ymd(self, yearfirst, dayfirst):
-        len_ymd = len(self)
-        year, month, day = (None, None, None)
-
-        strids = (('y', self.ystridx),
-                  ('m', self.mstridx),
-                  ('d', self.dstridx))
-
-        strids = {key: val for key, val in strids if val is not None}
-        if (len(self) == len(strids) > 0 or
-                (len(self) == 3 and len(strids) == 2)):
-            return self._resolve_from_stridxs(strids)
-
-        mstridx = self.mstridx
-
-        if len_ymd > 3:
-            raise ValueError("More than three YMD values")
-        elif len_ymd == 1 or (mstridx is not None and len_ymd == 2):
-            # One member, or two members with a month string
-            if mstridx is not None:
-                month = self[mstridx]
-                # since mstridx is 0 or 1, self[mstridx-1] always
-                # looks up the other element
-                other = self[mstridx - 1]
-            else:
-                other = self[0]
-
-            if len_ymd > 1 or mstridx is None:
-                if other > 31:
-                    year = other
-                else:
-                    day = other
-
-        elif len_ymd == 2:
-            # Two members with numbers
-            if self[0] > 31:
-                # 99-01
-                year, month = self
-            elif self[1] > 31:
-                # 01-99
-                month, year = self
-            elif dayfirst and self[1] <= 12:
-                # 13-01
-                day, month = self
-            else:
-                # 01-13
-                month, day = self
-
-        elif len_ymd == 3:
-            # Three members
-            if mstridx == 0:
-                if self[1] > 31:
-                    # Apr-2003-25
-                    month, year, day = self
-                else:
-                    month, day, year = self
-            elif mstridx == 1:
-                if self[0] > 31 or (yearfirst and self[2] <= 31):
-                    # 99-Jan-01
-                    year, month, day = self
-                else:
-                    # 01-Jan-01
-                    # Give precedence to day-first, since
-                    # two-digit years is usually hand-written.
-                    day, month, year = self
-
-            elif mstridx == 2:
-                # WTF!?
-                if self[1] > 31:
-                    # 01-99-Jan
-                    day, year, month = self
-                else:
-                    # 99-01-Jan
-                    year, day, month = self
-
-            else:
-                if (self[0] > 31 or
-                    self.ystridx == 0 or
-                        (yearfirst and self[1] <= 12 and self[2] <= 31)):
-                    # 99-01-01
-                    if dayfirst and self[2] <= 12:
-                        year, day, month = self
-                    else:
-                        year, month, day = self
-                elif self[0] > 12 or (dayfirst and self[1] <= 12):
-                    # 13-01-01
-                    day, month, year = self
-                else:
-                    # 01-13-01
-                    month, day, year = self
-
-        return year, month, day
-
-
-class parser(object):
-    def __init__(self, info=None):
-        self.info = info or parserinfo()
-
-    def parse(self, timestr, default=None,
-              ignoretz=False, tzinfos=None, **kwargs):
-        """
-        Parse the date/time string into a :class:`datetime.datetime` object.
-
-        :param timestr:
-            Any date/time string using the supported formats.
-
-        :param default:
-            The default datetime object, if this is a datetime object and not
-            ``None``, elements specified in ``timestr`` replace elements in the
-            default object.
-
-        :param ignoretz:
-            If set ``True``, time zones in parsed strings are ignored and a
-            naive :class:`datetime.datetime` object is returned.
-
-        :param tzinfos:
-            Additional time zone names / aliases which may be present in the
-            string. This argument maps time zone names (and optionally offsets
-            from those time zones) to time zones. This parameter can be a
-            dictionary with timezone aliases mapping time zone names to time
-            zones or a function taking two parameters (``tzname`` and
-            ``tzoffset``) and returning a time zone.
-
-            The timezones to which the names are mapped can be an integer
-            offset from UTC in seconds or a :class:`tzinfo` object.
-
-            .. doctest::
-               :options: +NORMALIZE_WHITESPACE
-
-                >>> from dateutil.parser import parse
-                >>> from dateutil.tz import gettz
-                >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
-                >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
-                datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
-                >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
-                datetime.datetime(2012, 1, 19, 17, 21,
-                                  tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
-
-            This parameter is ignored if ``ignoretz`` is set.
-
-        :param \\*\\*kwargs:
-            Keyword arguments as passed to ``_parse()``.
-
-        :return:
-            Returns a :class:`datetime.datetime` object or, if the
-            ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
-            first element being a :class:`datetime.datetime` object, the second
-            a tuple containing the fuzzy tokens.
-
-        :raises ParserError:
-            Raised for invalid or unknown string format, if the provided
-            :class:`tzinfo` is not in a valid format, or if an invalid date
-            would be created.
-
-        :raises TypeError:
-            Raised for non-string or character stream input.
-
-        :raises OverflowError:
-            Raised if the parsed date exceeds the largest valid C integer on
-            your system.
-        """
-
-        if default is None:
-            default = datetime.datetime.now().replace(hour=0, minute=0,
-                                                      second=0, microsecond=0)
-
-        res, skipped_tokens = self._parse(timestr, **kwargs)
-
-        if res is None:
-            raise ParserError("Unknown string format: %s", timestr)
-
-        if len(res) == 0:
-            raise ParserError("String does not contain a date: %s", timestr)
-
-        try:
-            ret = self._build_naive(res, default)
-        except ValueError as e:
-            six.raise_from(ParserError(str(e) + ": %s", timestr), e)
-
-        if not ignoretz:
-            ret = self._build_tzaware(ret, res, tzinfos)
-
-        if kwargs.get('fuzzy_with_tokens', False):
-            return ret, skipped_tokens
-        else:
-            return ret
-
-    class _result(_resultbase):
-        __slots__ = ["year", "month", "day", "weekday",
-                     "hour", "minute", "second", "microsecond",
-                     "tzname", "tzoffset", "ampm","any_unused_tokens"]
-
-    def _parse(self, timestr, dayfirst=None, yearfirst=None, fuzzy=False,
-               fuzzy_with_tokens=False):
-        """
-        Private method which performs the heavy lifting of parsing, called from
-        ``parse()``, which passes on its ``kwargs`` to this function.
-
-        :param timestr:
-            The string to parse.
-
-        :param dayfirst:
-            Whether to interpret the first value in an ambiguous 3-integer date
-            (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-            ``yearfirst`` is set to ``True``, this distinguishes between YDM
-            and YMD. If set to ``None``, this value is retrieved from the
-            current :class:`parserinfo` object (which itself defaults to
-            ``False``).
-
-        :param yearfirst:
-            Whether to interpret the first value in an ambiguous 3-integer date
-            (e.g. 01/05/09) as the year. If ``True``, the first number is taken
-            to be the year, otherwise the last number is taken to be the year.
-            If this is set to ``None``, the value is retrieved from the current
-            :class:`parserinfo` object (which itself defaults to ``False``).
-
-        :param fuzzy:
-            Whether to allow fuzzy parsing, allowing for string like "Today is
-            January 1, 2047 at 8:21:00AM".
-
-        :param fuzzy_with_tokens:
-            If ``True``, ``fuzzy`` is automatically set to True, and the parser
-            will return a tuple where the first element is the parsed
-            :class:`datetime.datetime` datetimestamp and the second element is
-            a tuple containing the portions of the string which were ignored:
-
-            .. doctest::
-
-                >>> from dateutil.parser import parse
-                >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
-                (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
-
-        """
-        if fuzzy_with_tokens:
-            fuzzy = True
-
-        info = self.info
-
-        if dayfirst is None:
-            dayfirst = info.dayfirst
-
-        if yearfirst is None:
-            yearfirst = info.yearfirst
-
-        res = self._result()
-        l = _timelex.split(timestr)         # Splits the timestr into tokens
-
-        skipped_idxs = []
-
-        # year/month/day list
-        ymd = _ymd()
-
-        len_l = len(l)
-        i = 0
-        try:
-            while i < len_l:
-
-                # Check if it's a number
-                value_repr = l[i]
-                try:
-                    value = float(value_repr)
-                except ValueError:
-                    value = None
-
-                if value is not None:
-                    # Numeric token
-                    i = self._parse_numeric_token(l, i, info, ymd, res, fuzzy)
-
-                # Check weekday
-                elif info.weekday(l[i]) is not None:
-                    value = info.weekday(l[i])
-                    res.weekday = value
-
-                # Check month name
-                elif info.month(l[i]) is not None:
-                    value = info.month(l[i])
-                    ymd.append(value, 'M')
-
-                    if i + 1 < len_l:
-                        if l[i + 1] in ('-', '/'):
-                            # Jan-01[-99]
-                            sep = l[i + 1]
-                            ymd.append(l[i + 2])
-
-                            if i + 3 < len_l and l[i + 3] == sep:
-                                # Jan-01-99
-                                ymd.append(l[i + 4])
-                                i += 2
-
-                            i += 2
-
-                        elif (i + 4 < len_l and l[i + 1] == l[i + 3] == ' ' and
-                              info.pertain(l[i + 2])):
-                            # Jan of 01
-                            # In this case, 01 is clearly year
-                            if l[i + 4].isdigit():
-                                # Convert it here to become unambiguous
-                                value = int(l[i + 4])
-                                year = str(info.convertyear(value))
-                                ymd.append(year, 'Y')
-                            else:
-                                # Wrong guess
-                                pass
-                                # TODO: not hit in tests
-                            i += 4
-
-                # Check am/pm
-                elif info.ampm(l[i]) is not None:
-                    value = info.ampm(l[i])
-                    val_is_ampm = self._ampm_valid(res.hour, res.ampm, fuzzy)
-
-                    if val_is_ampm:
-                        res.hour = self._adjust_ampm(res.hour, value)
-                        res.ampm = value
-
-                    elif fuzzy:
-                        skipped_idxs.append(i)
-
-                # Check for a timezone name
-                elif self._could_be_tzname(res.hour, res.tzname, res.tzoffset, l[i]):
-                    res.tzname = l[i]
-                    res.tzoffset = info.tzoffset(res.tzname)
-
-                    # Check for something like GMT+3, or BRST+3. Notice
-                    # that it doesn't mean "I am 3 hours after GMT", but
-                    # "my time +3 is GMT". If found, we reverse the
-                    # logic so that timezone parsing code will get it
-                    # right.
-                    if i + 1 < len_l and l[i + 1] in ('+', '-'):
-                        l[i + 1] = ('+', '-')[l[i + 1] == '+']
-                        res.tzoffset = None
-                        if info.utczone(res.tzname):
-                            # With something like GMT+3, the timezone
-                            # is *not* GMT.
-                            res.tzname = None
-
-                # Check for a numbered timezone
-                elif res.hour is not None and l[i] in ('+', '-'):
-                    signal = (-1, 1)[l[i] == '+']
-                    len_li = len(l[i + 1])
-
-                    # TODO: check that l[i + 1] is integer?
-                    if len_li == 4:
-                        # -0300
-                        hour_offset = int(l[i + 1][:2])
-                        min_offset = int(l[i + 1][2:])
-                    elif i + 2 < len_l and l[i + 2] == ':':
-                        # -03:00
-                        hour_offset = int(l[i + 1])
-                        min_offset = int(l[i + 3])  # TODO: Check that l[i+3] is minute-like?
-                        i += 2
-                    elif len_li <= 2:
-                        # -[0]3
-                        hour_offset = int(l[i + 1][:2])
-                        min_offset = 0
-                    else:
-                        raise ValueError(timestr)
-
-                    res.tzoffset = signal * (hour_offset * 3600 + min_offset * 60)
-
-                    # Look for a timezone name between parenthesis
-                    if (i + 5 < len_l and
-                            info.jump(l[i + 2]) and l[i + 3] == '(' and
-                            l[i + 5] == ')' and
-                            3 <= len(l[i + 4]) and
-                            self._could_be_tzname(res.hour, res.tzname,
-                                                  None, l[i + 4])):
-                        # -0300 (BRST)
-                        res.tzname = l[i + 4]
-                        i += 4
-
-                    i += 1
-
-                # Check jumps
-                elif not (info.jump(l[i]) or fuzzy):
-                    raise ValueError(timestr)
-
-                else:
-                    skipped_idxs.append(i)
-                i += 1
-
-            # Process year/month/day
-            year, month, day = ymd.resolve_ymd(yearfirst, dayfirst)
-
-            res.century_specified = ymd.century_specified
-            res.year = year
-            res.month = month
-            res.day = day
-
-        except (IndexError, ValueError):
-            return None, None
-
-        if not info.validate(res):
-            return None, None
-
-        if fuzzy_with_tokens:
-            skipped_tokens = self._recombine_skipped(l, skipped_idxs)
-            return res, tuple(skipped_tokens)
-        else:
-            return res, None
-
-    def _parse_numeric_token(self, tokens, idx, info, ymd, res, fuzzy):
-        # Token is a number
-        value_repr = tokens[idx]
-        try:
-            value = self._to_decimal(value_repr)
-        except Exception as e:
-            six.raise_from(ValueError('Unknown numeric token'), e)
-
-        len_li = len(value_repr)
-
-        len_l = len(tokens)
-
-        if (len(ymd) == 3 and len_li in (2, 4) and
-            res.hour is None and
-            (idx + 1 >= len_l or
-             (tokens[idx + 1] != ':' and
-              info.hms(tokens[idx + 1]) is None))):
-            # 19990101T23[59]
-            s = tokens[idx]
-            res.hour = int(s[:2])
-
-            if len_li == 4:
-                res.minute = int(s[2:])
-
-        elif len_li == 6 or (len_li > 6 and tokens[idx].find('.') == 6):
-            # YYMMDD or HHMMSS[.ss]
-            s = tokens[idx]
-
-            if not ymd and '.' not in tokens[idx]:
-                ymd.append(s[:2])
-                ymd.append(s[2:4])
-                ymd.append(s[4:])
-            else:
-                # 19990101T235959[.59]
-
-                # TODO: Check if res attributes already set.
-                res.hour = int(s[:2])
-                res.minute = int(s[2:4])
-                res.second, res.microsecond = self._parsems(s[4:])
-
-        elif len_li in (8, 12, 14):
-            # YYYYMMDD
-            s = tokens[idx]
-            ymd.append(s[:4], 'Y')
-            ymd.append(s[4:6])
-            ymd.append(s[6:8])
-
-            if len_li > 8:
-                res.hour = int(s[8:10])
-                res.minute = int(s[10:12])
-
-                if len_li > 12:
-                    res.second = int(s[12:])
-
-        elif self._find_hms_idx(idx, tokens, info, allow_jump=True) is not None:
-            # HH[ ]h or MM[ ]m or SS[.ss][ ]s
-            hms_idx = self._find_hms_idx(idx, tokens, info, allow_jump=True)
-            (idx, hms) = self._parse_hms(idx, tokens, info, hms_idx)
-            if hms is not None:
-                # TODO: checking that hour/minute/second are not
-                # already set?
-                self._assign_hms(res, value_repr, hms)
-
-        elif idx + 2 < len_l and tokens[idx + 1] == ':':
-            # HH:MM[:SS[.ss]]
-            res.hour = int(value)
-            value = self._to_decimal(tokens[idx + 2])  # TODO: try/except for this?
-            (res.minute, res.second) = self._parse_min_sec(value)
-
-            if idx + 4 < len_l and tokens[idx + 3] == ':':
-                res.second, res.microsecond = self._parsems(tokens[idx + 4])
-
-                idx += 2
-
-            idx += 2
-
-        elif idx + 1 < len_l and tokens[idx + 1] in ('-', '/', '.'):
-            sep = tokens[idx + 1]
-            ymd.append(value_repr)
-
-            if idx + 2 < len_l and not info.jump(tokens[idx + 2]):
-                if tokens[idx + 2].isdigit():
-                    # 01-01[-01]
-                    ymd.append(tokens[idx + 2])
-                else:
-                    # 01-Jan[-01]
-                    value = info.month(tokens[idx + 2])
-
-                    if value is not None:
-                        ymd.append(value, 'M')
-                    else:
-                        raise ValueError()
-
-                if idx + 3 < len_l and tokens[idx + 3] == sep:
-                    # We have three members
-                    value = info.month(tokens[idx + 4])
-
-                    if value is not None:
-                        ymd.append(value, 'M')
-                    else:
-                        ymd.append(tokens[idx + 4])
-                    idx += 2
-
-                idx += 1
-            idx += 1
-
-        elif idx + 1 >= len_l or info.jump(tokens[idx + 1]):
-            if idx + 2 < len_l and info.ampm(tokens[idx + 2]) is not None:
-                # 12 am
-                hour = int(value)
-                res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 2]))
-                idx += 1
-            else:
-                # Year, month or day
-                ymd.append(value)
-            idx += 1
-
-        elif info.ampm(tokens[idx + 1]) is not None and (0 <= value < 24):
-            # 12am
-            hour = int(value)
-            res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 1]))
-            idx += 1
-
-        elif ymd.could_be_day(value):
-            ymd.append(value)
-
-        elif not fuzzy:
-            raise ValueError()
-
-        return idx
-
-    def _find_hms_idx(self, idx, tokens, info, allow_jump):
-        len_l = len(tokens)
-
-        if idx+1 < len_l and info.hms(tokens[idx+1]) is not None:
-            # There is an "h", "m", or "s" label following this token.  We take
-            # assign the upcoming label to the current token.
-            # e.g. the "12" in 12h"
-            hms_idx = idx + 1
-
-        elif (allow_jump and idx+2 < len_l and tokens[idx+1] == ' ' and
-              info.hms(tokens[idx+2]) is not None):
-            # There is a space and then an "h", "m", or "s" label.
-            # e.g. the "12" in "12 h"
-            hms_idx = idx + 2
-
-        elif idx > 0 and info.hms(tokens[idx-1]) is not None:
-            # There is a "h", "m", or "s" preceding this token.  Since neither
-            # of the previous cases was hit, there is no label following this
-            # token, so we use the previous label.
-            # e.g. the "04" in "12h04"
-            hms_idx = idx-1
-
-        elif (1 < idx == len_l-1 and tokens[idx-1] == ' ' and
-              info.hms(tokens[idx-2]) is not None):
-            # If we are looking at the final token, we allow for a
-            # backward-looking check to skip over a space.
-            # TODO: Are we sure this is the right condition here?
-            hms_idx = idx - 2
-
-        else:
-            hms_idx = None
-
-        return hms_idx
-
-    def _assign_hms(self, res, value_repr, hms):
-        # See GH issue #427, fixing float rounding
-        value = self._to_decimal(value_repr)
-
-        if hms == 0:
-            # Hour
-            res.hour = int(value)
-            if value % 1:
-                res.minute = int(60*(value % 1))
-
-        elif hms == 1:
-            (res.minute, res.second) = self._parse_min_sec(value)
-
-        elif hms == 2:
-            (res.second, res.microsecond) = self._parsems(value_repr)
-
-    def _could_be_tzname(self, hour, tzname, tzoffset, token):
-        return (hour is not None and
-                tzname is None and
-                tzoffset is None and
-                len(token) <= 5 and
-                (all(x in string.ascii_uppercase for x in token)
-                 or token in self.info.UTCZONE))
-
-    def _ampm_valid(self, hour, ampm, fuzzy):
-        """
-        For fuzzy parsing, 'a' or 'am' (both valid English words)
-        may erroneously trigger the AM/PM flag. Deal with that
-        here.
-        """
-        val_is_ampm = True
-
-        # If there's already an AM/PM flag, this one isn't one.
-        if fuzzy and ampm is not None:
-            val_is_ampm = False
-
-        # If AM/PM is found and hour is not, raise a ValueError
-        if hour is None:
-            if fuzzy:
-                val_is_ampm = False
-            else:
-                raise ValueError('No hour specified with AM or PM flag.')
-        elif not 0 <= hour <= 12:
-            # If AM/PM is found, it's a 12 hour clock, so raise
-            # an error for invalid range
-            if fuzzy:
-                val_is_ampm = False
-            else:
-                raise ValueError('Invalid hour specified for 12-hour clock.')
-
-        return val_is_ampm
-
-    def _adjust_ampm(self, hour, ampm):
-        if hour < 12 and ampm == 1:
-            hour += 12
-        elif hour == 12 and ampm == 0:
-            hour = 0
-        return hour
-
-    def _parse_min_sec(self, value):
-        # TODO: Every usage of this function sets res.second to the return
-        # value. Are there any cases where second will be returned as None and
-        # we *don't* want to set res.second = None?
-        minute = int(value)
-        second = None
-
-        sec_remainder = value % 1
-        if sec_remainder:
-            second = int(60 * sec_remainder)
-        return (minute, second)
-
-    def _parse_hms(self, idx, tokens, info, hms_idx):
-        # TODO: Is this going to admit a lot of false-positives for when we
-        # just happen to have digits and "h", "m" or "s" characters in non-date
-        # text?  I guess hex hashes won't have that problem, but there's plenty
-        # of random junk out there.
-        if hms_idx is None:
-            hms = None
-            new_idx = idx
-        elif hms_idx > idx:
-            hms = info.hms(tokens[hms_idx])
-            new_idx = hms_idx
-        else:
-            # Looking backwards, increment one.
-            hms = info.hms(tokens[hms_idx]) + 1
-            new_idx = idx
-
-        return (new_idx, hms)
-
-    # ------------------------------------------------------------------
-    # Handling for individual tokens.  These are kept as methods instead
-    #  of functions for the sake of customizability via subclassing.
-
-    def _parsems(self, value):
-        """Parse a I[.F] seconds value into (seconds, microseconds)."""
-        if "." not in value:
-            return int(value), 0
-        else:
-            i, f = value.split(".")
-            return int(i), int(f.ljust(6, "0")[:6])
-
-    def _to_decimal(self, val):
-        try:
-            decimal_value = Decimal(val)
-            # See GH 662, edge case, infinite value should not be converted
-            #  via `_to_decimal`
-            if not decimal_value.is_finite():
-                raise ValueError("Converted decimal value is infinite or NaN")
-        except Exception as e:
-            msg = "Could not convert %s to decimal" % val
-            six.raise_from(ValueError(msg), e)
-        else:
-            return decimal_value
-
-    # ------------------------------------------------------------------
-    # Post-Parsing construction of datetime output.  These are kept as
-    #  methods instead of functions for the sake of customizability via
-    #  subclassing.
-
-    def _build_tzinfo(self, tzinfos, tzname, tzoffset):
-        if callable(tzinfos):
-            tzdata = tzinfos(tzname, tzoffset)
-        else:
-            tzdata = tzinfos.get(tzname)
-        # handle case where tzinfo is paased an options that returns None
-        # eg tzinfos = {'BRST' : None}
-        if isinstance(tzdata, datetime.tzinfo) or tzdata is None:
-            tzinfo = tzdata
-        elif isinstance(tzdata, text_type):
-            tzinfo = tz.tzstr(tzdata)
-        elif isinstance(tzdata, integer_types):
-            tzinfo = tz.tzoffset(tzname, tzdata)
-        else:
-            raise TypeError("Offset must be tzinfo subclass, tz string, "
-                            "or int offset.")
-        return tzinfo
-
-    def _build_tzaware(self, naive, res, tzinfos):
-        if (callable(tzinfos) or (tzinfos and res.tzname in tzinfos)):
-            tzinfo = self._build_tzinfo(tzinfos, res.tzname, res.tzoffset)
-            aware = naive.replace(tzinfo=tzinfo)
-            aware = self._assign_tzname(aware, res.tzname)
-
-        elif res.tzname and res.tzname in time.tzname:
-            aware = naive.replace(tzinfo=tz.tzlocal())
-
-            # Handle ambiguous local datetime
-            aware = self._assign_tzname(aware, res.tzname)
-
-            # This is mostly relevant for winter GMT zones parsed in the UK
-            if (aware.tzname() != res.tzname and
-                    res.tzname in self.info.UTCZONE):
-                aware = aware.replace(tzinfo=tz.UTC)
-
-        elif res.tzoffset == 0:
-            aware = naive.replace(tzinfo=tz.UTC)
-
-        elif res.tzoffset:
-            aware = naive.replace(tzinfo=tz.tzoffset(res.tzname, res.tzoffset))
-
-        elif not res.tzname and not res.tzoffset:
-            # i.e. no timezone information was found.
-            aware = naive
-
-        elif res.tzname:
-            # tz-like string was parsed but we don't know what to do
-            # with it
-            warnings.warn("tzname {tzname} identified but not understood.  "
-                          "Pass `tzinfos` argument in order to correctly "
-                          "return a timezone-aware datetime.  In a future "
-                          "version, this will raise an "
-                          "exception.".format(tzname=res.tzname),
-                          category=UnknownTimezoneWarning)
-            aware = naive
-
-        return aware
-
-    def _build_naive(self, res, default):
-        repl = {}
-        for attr in ("year", "month", "day", "hour",
-                     "minute", "second", "microsecond"):
-            value = getattr(res, attr)
-            if value is not None:
-                repl[attr] = value
-
-        if 'day' not in repl:
-            # If the default day exceeds the last day of the month, fall back
-            # to the end of the month.
-            cyear = default.year if res.year is None else res.year
-            cmonth = default.month if res.month is None else res.month
-            cday = default.day if res.day is None else res.day
-
-            if cday > monthrange(cyear, cmonth)[1]:
-                repl['day'] = monthrange(cyear, cmonth)[1]
-
-        naive = default.replace(**repl)
-
-        if res.weekday is not None and not res.day:
-            naive = naive + relativedelta.relativedelta(weekday=res.weekday)
-
-        return naive
-
-    def _assign_tzname(self, dt, tzname):
-        if dt.tzname() != tzname:
-            new_dt = tz.enfold(dt, fold=1)
-            if new_dt.tzname() == tzname:
-                return new_dt
-
-        return dt
-
-    def _recombine_skipped(self, tokens, skipped_idxs):
-        """
-        >>> tokens = ["foo", " ", "bar", " ", "19June2000", "baz"]
-        >>> skipped_idxs = [0, 1, 2, 5]
-        >>> _recombine_skipped(tokens, skipped_idxs)
-        ["foo bar", "baz"]
-        """
-        skipped_tokens = []
-        for i, idx in enumerate(sorted(skipped_idxs)):
-            if i > 0 and idx - 1 == skipped_idxs[i - 1]:
-                skipped_tokens[-1] = skipped_tokens[-1] + tokens[idx]
-            else:
-                skipped_tokens.append(tokens[idx])
-
-        return skipped_tokens
-
-
-DEFAULTPARSER = parser()
-
-
-def parse(timestr, parserinfo=None, **kwargs):
-    """
-
-    Parse a string in one of the supported formats, using the
-    ``parserinfo`` parameters.
-
-    :param timestr:
-        A string containing a date/time stamp.
-
-    :param parserinfo:
-        A :class:`parserinfo` object containing parameters for the parser.
-        If ``None``, the default arguments to the :class:`parserinfo`
-        constructor are used.
-
-    The ``**kwargs`` parameter takes the following keyword arguments:
-
-    :param default:
-        The default datetime object, if this is a datetime object and not
-        ``None``, elements specified in ``timestr`` replace elements in the
-        default object.
-
-    :param ignoretz:
-        If set ``True``, time zones in parsed strings are ignored and a naive
-        :class:`datetime` object is returned.
-
-    :param tzinfos:
-        Additional time zone names / aliases which may be present in the
-        string. This argument maps time zone names (and optionally offsets
-        from those time zones) to time zones. This parameter can be a
-        dictionary with timezone aliases mapping time zone names to time
-        zones or a function taking two parameters (``tzname`` and
-        ``tzoffset``) and returning a time zone.
-
-        The timezones to which the names are mapped can be an integer
-        offset from UTC in seconds or a :class:`tzinfo` object.
-
-        .. doctest::
-           :options: +NORMALIZE_WHITESPACE
-
-            >>> from dateutil.parser import parse
-            >>> from dateutil.tz import gettz
-            >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
-            >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
-            datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
-            >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
-            datetime.datetime(2012, 1, 19, 17, 21,
-                              tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
-
-        This parameter is ignored if ``ignoretz`` is set.
-
-    :param dayfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-        ``yearfirst`` is set to ``True``, this distinguishes between YDM and
-        YMD. If set to ``None``, this value is retrieved from the current
-        :class:`parserinfo` object (which itself defaults to ``False``).
-
-    :param yearfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the year. If ``True``, the first number is taken to
-        be the year, otherwise the last number is taken to be the year. If
-        this is set to ``None``, the value is retrieved from the current
-        :class:`parserinfo` object (which itself defaults to ``False``).
-
-    :param fuzzy:
-        Whether to allow fuzzy parsing, allowing for string like "Today is
-        January 1, 2047 at 8:21:00AM".
-
-    :param fuzzy_with_tokens:
-        If ``True``, ``fuzzy`` is automatically set to True, and the parser
-        will return a tuple where the first element is the parsed
-        :class:`datetime.datetime` datetimestamp and the second element is
-        a tuple containing the portions of the string which were ignored:
-
-        .. doctest::
-
-            >>> from dateutil.parser import parse
-            >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
-            (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
-
-    :return:
-        Returns a :class:`datetime.datetime` object or, if the
-        ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
-        first element being a :class:`datetime.datetime` object, the second
-        a tuple containing the fuzzy tokens.
-
-    :raises ParserError:
-        Raised for invalid or unknown string formats, if the provided
-        :class:`tzinfo` is not in a valid format, or if an invalid date would
-        be created.
-
-    :raises OverflowError:
-        Raised if the parsed date exceeds the largest valid C integer on
-        your system.
-    """
-    if parserinfo:
-        return parser(parserinfo).parse(timestr, **kwargs)
-    else:
-        return DEFAULTPARSER.parse(timestr, **kwargs)
-
-
-class _tzparser(object):
-
-    class _result(_resultbase):
-
-        __slots__ = ["stdabbr", "stdoffset", "dstabbr", "dstoffset",
-                     "start", "end"]
-
-        class _attr(_resultbase):
-            __slots__ = ["month", "week", "weekday",
-                         "yday", "jyday", "day", "time"]
-
-        def __repr__(self):
-            return self._repr("")
-
-        def __init__(self):
-            _resultbase.__init__(self)
-            self.start = self._attr()
-            self.end = self._attr()
-
-    def parse(self, tzstr):
-        res = self._result()
-        l = [x for x in re.split(r'([,:.]|[a-zA-Z]+|[0-9]+)',tzstr) if x]
-        used_idxs = list()
-        try:
-
-            len_l = len(l)
-
-            i = 0
-            while i < len_l:
-                # BRST+3[BRDT[+2]]
-                j = i
-                while j < len_l and not [x for x in l[j]
-                                         if x in "0123456789:,-+"]:
-                    j += 1
-                if j != i:
-                    if not res.stdabbr:
-                        offattr = "stdoffset"
-                        res.stdabbr = "".join(l[i:j])
-                    else:
-                        offattr = "dstoffset"
-                        res.dstabbr = "".join(l[i:j])
-
-                    for ii in range(j):
-                        used_idxs.append(ii)
-                    i = j
-                    if (i < len_l and (l[i] in ('+', '-') or l[i][0] in
-                                       "0123456789")):
-                        if l[i] in ('+', '-'):
-                            # Yes, that's right.  See the TZ variable
-                            # documentation.
-                            signal = (1, -1)[l[i] == '+']
-                            used_idxs.append(i)
-                            i += 1
-                        else:
-                            signal = -1
-                        len_li = len(l[i])
-                        if len_li == 4:
-                            # -0300
-                            setattr(res, offattr, (int(l[i][:2]) * 3600 +
-                                                   int(l[i][2:]) * 60) * signal)
-                        elif i + 1 < len_l and l[i + 1] == ':':
-                            # -03:00
-                            setattr(res, offattr,
-                                    (int(l[i]) * 3600 +
-                                     int(l[i + 2]) * 60) * signal)
-                            used_idxs.append(i)
-                            i += 2
-                        elif len_li <= 2:
-                            # -[0]3
-                            setattr(res, offattr,
-                                    int(l[i][:2]) * 3600 * signal)
-                        else:
-                            return None
-                        used_idxs.append(i)
-                        i += 1
-                    if res.dstabbr:
-                        break
-                else:
-                    break
-
-
-            if i < len_l:
-                for j in range(i, len_l):
-                    if l[j] == ';':
-                        l[j] = ','
-
-                assert l[i] == ','
-
-                i += 1
-
-            if i >= len_l:
-                pass
-            elif (8 <= l.count(',') <= 9 and
-                  not [y for x in l[i:] if x != ','
-                       for y in x if y not in "0123456789+-"]):
-                # GMT0BST,3,0,30,3600,10,0,26,7200[,3600]
-                for x in (res.start, res.end):
-                    x.month = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    if l[i] == '-':
-                        value = int(l[i + 1]) * -1
-                        used_idxs.append(i)
-                        i += 1
-                    else:
-                        value = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    if value:
-                        x.week = value
-                        x.weekday = (int(l[i]) - 1) % 7
-                    else:
-                        x.day = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    x.time = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                if i < len_l:
-                    if l[i] in ('-', '+'):
-                        signal = (-1, 1)[l[i] == "+"]
-                        used_idxs.append(i)
-                        i += 1
-                    else:
-                        signal = 1
-                    used_idxs.append(i)
-                    res.dstoffset = (res.stdoffset + int(l[i]) * signal)
-
-                # This was a made-up format that is not in normal use
-                warn(('Parsed time zone "%s"' % tzstr) +
-                     'is in a non-standard dateutil-specific format, which ' +
-                     'is now deprecated; support for parsing this format ' +
-                     'will be removed in future versions. It is recommended ' +
-                     'that you switch to a standard format like the GNU ' +
-                     'TZ variable format.', tz.DeprecatedTzFormatWarning)
-            elif (l.count(',') == 2 and l[i:].count('/') <= 2 and
-                  not [y for x in l[i:] if x not in (',', '/', 'J', 'M',
-                                                     '.', '-', ':')
-                       for y in x if y not in "0123456789"]):
-                for x in (res.start, res.end):
-                    if l[i] == 'J':
-                        # non-leap year day (1 based)
-                        used_idxs.append(i)
-                        i += 1
-                        x.jyday = int(l[i])
-                    elif l[i] == 'M':
-                        # month[-.]week[-.]weekday
-                        used_idxs.append(i)
-                        i += 1
-                        x.month = int(l[i])
-                        used_idxs.append(i)
-                        i += 1
-                        assert l[i] in ('-', '.')
-                        used_idxs.append(i)
-                        i += 1
-                        x.week = int(l[i])
-                        if x.week == 5:
-                            x.week = -1
-                        used_idxs.append(i)
-                        i += 1
-                        assert l[i] in ('-', '.')
-                        used_idxs.append(i)
-                        i += 1
-                        x.weekday = (int(l[i]) - 1) % 7
-                    else:
-                        # year day (zero based)
-                        x.yday = int(l[i]) + 1
-
-                    used_idxs.append(i)
-                    i += 1
-
-                    if i < len_l and l[i] == '/':
-                        used_idxs.append(i)
-                        i += 1
-                        # start time
-                        len_li = len(l[i])
-                        if len_li == 4:
-                            # -0300
-                            x.time = (int(l[i][:2]) * 3600 +
-                                      int(l[i][2:]) * 60)
-                        elif i + 1 < len_l and l[i + 1] == ':':
-                            # -03:00
-                            x.time = int(l[i]) * 3600 + int(l[i + 2]) * 60
-                            used_idxs.append(i)
-                            i += 2
-                            if i + 1 < len_l and l[i + 1] == ':':
-                                used_idxs.append(i)
-                                i += 2
-                                x.time += int(l[i])
-                        elif len_li <= 2:
-                            # -[0]3
-                            x.time = (int(l[i][:2]) * 3600)
-                        else:
-                            return None
-                        used_idxs.append(i)
-                        i += 1
-
-                    assert i == len_l or l[i] == ','
-
-                    i += 1
-
-                assert i >= len_l
-
-        except (IndexError, ValueError, AssertionError):
-            return None
-
-        unused_idxs = set(range(len_l)).difference(used_idxs)
-        res.any_unused_tokens = not {l[n] for n in unused_idxs}.issubset({",",":"})
-        return res
-
-
-DEFAULTTZPARSER = _tzparser()
-
-
-def _parsetz(tzstr):
-    return DEFAULTTZPARSER.parse(tzstr)
-
-
-class ParserError(ValueError):
-    """Exception subclass used for any failure to parse a datetime string.
-
-    This is a subclass of :py:exc:`ValueError`, and should be raised any time
-    earlier versions of ``dateutil`` would have raised ``ValueError``.
-
-    .. versionadded:: 2.8.1
-    """
-    def __str__(self):
-        try:
-            return self.args[0] % self.args[1:]
-        except (TypeError, IndexError):
-            return super(ParserError, self).__str__()
-
-    def __repr__(self):
-        args = ", ".join("'%s'" % arg for arg in self.args)
-        return "%s(%s)" % (self.__class__.__name__, args)
-
-
-class UnknownTimezoneWarning(RuntimeWarning):
-    """Raised when the parser finds a timezone it cannot parse into a tzinfo.
-
-    .. versionadded:: 2.7.0
-    """
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
deleted file mode 100644
index 7060087df..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
+++ /dev/null
@@ -1,416 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a parser for ISO-8601 strings
-
-It is intended to support all valid date, time and datetime formats per the
-ISO-8601 specification.
-
-..versionadded:: 2.7.0
-"""
-from datetime import datetime, timedelta, time, date
-import calendar
-from dateutil import tz
-
-from functools import wraps
-
-import re
-import six
-
-__all__ = ["isoparse", "isoparser"]
-
-
-def _takes_ascii(f):
-    @wraps(f)
-    def func(self, str_in, *args, **kwargs):
-        # If it's a stream, read the whole thing
-        str_in = getattr(str_in, 'read', lambda: str_in)()
-
-        # If it's unicode, turn it into bytes, since ISO-8601 only covers ASCII
-        if isinstance(str_in, six.text_type):
-            # ASCII is the same in UTF-8
-            try:
-                str_in = str_in.encode('ascii')
-            except UnicodeEncodeError as e:
-                msg = 'ISO-8601 strings should contain only ASCII characters'
-                six.raise_from(ValueError(msg), e)
-
-        return f(self, str_in, *args, **kwargs)
-
-    return func
-
-
-class isoparser(object):
-    def __init__(self, sep=None):
-        """
-        :param sep:
-            A single character that separates date and time portions. If
-            ``None``, the parser will accept any single character.
-            For strict ISO-8601 adherence, pass ``'T'``.
-        """
-        if sep is not None:
-            if (len(sep) != 1 or ord(sep) >= 128 or sep in '0123456789'):
-                raise ValueError('Separator must be a single, non-numeric ' +
-                                 'ASCII character')
-
-            sep = sep.encode('ascii')
-
-        self._sep = sep
-
-    @_takes_ascii
-    def isoparse(self, dt_str):
-        """
-        Parse an ISO-8601 datetime string into a :class:`datetime.datetime`.
-
-        An ISO-8601 datetime string consists of a date portion, followed
-        optionally by a time portion - the date and time portions are separated
-        by a single character separator, which is ``T`` in the official
-        standard. Incomplete date formats (such as ``YYYY-MM``) may *not* be
-        combined with a time portion.
-
-        Supported date formats are:
-
-        Common:
-
-        - ``YYYY``
-        - ``YYYY-MM``
-        - ``YYYY-MM-DD`` or ``YYYYMMDD``
-
-        Uncommon:
-
-        - ``YYYY-Www`` or ``YYYYWww`` - ISO week (day defaults to 0)
-        - ``YYYY-Www-D`` or ``YYYYWwwD`` - ISO week and day
-
-        The ISO week and day numbering follows the same logic as
-        :func:`datetime.date.isocalendar`.
-
-        Supported time formats are:
-
-        - ``hh``
-        - ``hh:mm`` or ``hhmm``
-        - ``hh:mm:ss`` or ``hhmmss``
-        - ``hh:mm:ss.ssssss`` (Up to 6 sub-second digits)
-
-        Midnight is a special case for `hh`, as the standard supports both
-        00:00 and 24:00 as a representation. The decimal separator can be
-        either a dot or a comma.
-
-
-        .. caution::
-
-            Support for fractional components other than seconds is part of the
-            ISO-8601 standard, but is not currently implemented in this parser.
-
-        Supported time zone offset formats are:
-
-        - `Z` (UTC)
-        - `±HH:MM`
-        - `±HHMM`
-        - `±HH`
-
-        Offsets will be represented as :class:`dateutil.tz.tzoffset` objects,
-        with the exception of UTC, which will be represented as
-        :class:`dateutil.tz.tzutc`. Time zone offsets equivalent to UTC (such
-        as `+00:00`) will also be represented as :class:`dateutil.tz.tzutc`.
-
-        :param dt_str:
-            A string or stream containing only an ISO-8601 datetime string
-
-        :return:
-            Returns a :class:`datetime.datetime` representing the string.
-            Unspecified components default to their lowest value.
-
-        .. warning::
-
-            As of version 2.7.0, the strictness of the parser should not be
-            considered a stable part of the contract. Any valid ISO-8601 string
-            that parses correctly with the default settings will continue to
-            parse correctly in future versions, but invalid strings that
-            currently fail (e.g. ``2017-01-01T00:00+00:00:00``) are not
-            guaranteed to continue failing in future versions if they encode
-            a valid date.
-
-        .. versionadded:: 2.7.0
-        """
-        components, pos = self._parse_isodate(dt_str)
-
-        if len(dt_str) > pos:
-            if self._sep is None or dt_str[pos:pos + 1] == self._sep:
-                components += self._parse_isotime(dt_str[pos + 1:])
-            else:
-                raise ValueError('String contains unknown ISO components')
-
-        if len(components) > 3 and components[3] == 24:
-            components[3] = 0
-            return datetime(*components) + timedelta(days=1)
-
-        return datetime(*components)
-
-    @_takes_ascii
-    def parse_isodate(self, datestr):
-        """
-        Parse the date portion of an ISO string.
-
-        :param datestr:
-            The string portion of an ISO string, without a separator
-
-        :return:
-            Returns a :class:`datetime.date` object
-        """
-        components, pos = self._parse_isodate(datestr)
-        if pos < len(datestr):
-            raise ValueError('String contains unknown ISO ' +
-                             'components: {!r}'.format(datestr.decode('ascii')))
-        return date(*components)
-
-    @_takes_ascii
-    def parse_isotime(self, timestr):
-        """
-        Parse the time portion of an ISO string.
-
-        :param timestr:
-            The time portion of an ISO string, without a separator
-
-        :return:
-            Returns a :class:`datetime.time` object
-        """
-        components = self._parse_isotime(timestr)
-        if components[0] == 24:
-            components[0] = 0
-        return time(*components)
-
-    @_takes_ascii
-    def parse_tzstr(self, tzstr, zero_as_utc=True):
-        """
-        Parse a valid ISO time zone string.
-
-        See :func:`isoparser.isoparse` for details on supported formats.
-
-        :param tzstr:
-            A string representing an ISO time zone offset
-
-        :param zero_as_utc:
-            Whether to return :class:`dateutil.tz.tzutc` for zero-offset zones
-
-        :return:
-            Returns :class:`dateutil.tz.tzoffset` for offsets and
-            :class:`dateutil.tz.tzutc` for ``Z`` and (if ``zero_as_utc`` is
-            specified) offsets equivalent to UTC.
-        """
-        return self._parse_tzstr(tzstr, zero_as_utc=zero_as_utc)
-
-    # Constants
-    _DATE_SEP = b'-'
-    _TIME_SEP = b':'
-    _FRACTION_REGEX = re.compile(b'[\\.,]([0-9]+)')
-
-    def _parse_isodate(self, dt_str):
-        try:
-            return self._parse_isodate_common(dt_str)
-        except ValueError:
-            return self._parse_isodate_uncommon(dt_str)
-
-    def _parse_isodate_common(self, dt_str):
-        len_str = len(dt_str)
-        components = [1, 1, 1]
-
-        if len_str < 4:
-            raise ValueError('ISO string too short')
-
-        # Year
-        components[0] = int(dt_str[0:4])
-        pos = 4
-        if pos >= len_str:
-            return components, pos
-
-        has_sep = dt_str[pos:pos + 1] == self._DATE_SEP
-        if has_sep:
-            pos += 1
-
-        # Month
-        if len_str - pos < 2:
-            raise ValueError('Invalid common month')
-
-        components[1] = int(dt_str[pos:pos + 2])
-        pos += 2
-
-        if pos >= len_str:
-            if has_sep:
-                return components, pos
-            else:
-                raise ValueError('Invalid ISO format')
-
-        if has_sep:
-            if dt_str[pos:pos + 1] != self._DATE_SEP:
-                raise ValueError('Invalid separator in ISO string')
-            pos += 1
-
-        # Day
-        if len_str - pos < 2:
-            raise ValueError('Invalid common day')
-        components[2] = int(dt_str[pos:pos + 2])
-        return components, pos + 2
-
-    def _parse_isodate_uncommon(self, dt_str):
-        if len(dt_str) < 4:
-            raise ValueError('ISO string too short')
-
-        # All ISO formats start with the year
-        year = int(dt_str[0:4])
-
-        has_sep = dt_str[4:5] == self._DATE_SEP
-
-        pos = 4 + has_sep       # Skip '-' if it's there
-        if dt_str[pos:pos + 1] == b'W':
-            # YYYY-?Www-?D?
-            pos += 1
-            weekno = int(dt_str[pos:pos + 2])
-            pos += 2
-
-            dayno = 1
-            if len(dt_str) > pos:
-                if (dt_str[pos:pos + 1] == self._DATE_SEP) != has_sep:
-                    raise ValueError('Inconsistent use of dash separator')
-
-                pos += has_sep
-
-                dayno = int(dt_str[pos:pos + 1])
-                pos += 1
-
-            base_date = self._calculate_weekdate(year, weekno, dayno)
-        else:
-            # YYYYDDD or YYYY-DDD
-            if len(dt_str) - pos < 3:
-                raise ValueError('Invalid ordinal day')
-
-            ordinal_day = int(dt_str[pos:pos + 3])
-            pos += 3
-
-            if ordinal_day < 1 or ordinal_day > (365 + calendar.isleap(year)):
-                raise ValueError('Invalid ordinal day' +
-                                 ' {} for year {}'.format(ordinal_day, year))
-
-            base_date = date(year, 1, 1) + timedelta(days=ordinal_day - 1)
-
-        components = [base_date.year, base_date.month, base_date.day]
-        return components, pos
-
-    def _calculate_weekdate(self, year, week, day):
-        """
-        Calculate the day of corresponding to the ISO year-week-day calendar.
-
-        This function is effectively the inverse of
-        :func:`datetime.date.isocalendar`.
-
-        :param year:
-            The year in the ISO calendar
-
-        :param week:
-            The week in the ISO calendar - range is [1, 53]
-
-        :param day:
-            The day in the ISO calendar - range is [1 (MON), 7 (SUN)]
-
-        :return:
-            Returns a :class:`datetime.date`
-        """
-        if not 0 < week < 54:
-            raise ValueError('Invalid week: {}'.format(week))
-
-        if not 0 < day < 8:     # Range is 1-7
-            raise ValueError('Invalid weekday: {}'.format(day))
-
-        # Get week 1 for the specific year:
-        jan_4 = date(year, 1, 4)   # Week 1 always has January 4th in it
-        week_1 = jan_4 - timedelta(days=jan_4.isocalendar()[2] - 1)
-
-        # Now add the specific number of weeks and days to get what we want
-        week_offset = (week - 1) * 7 + (day - 1)
-        return week_1 + timedelta(days=week_offset)
-
-    def _parse_isotime(self, timestr):
-        len_str = len(timestr)
-        components = [0, 0, 0, 0, None]
-        pos = 0
-        comp = -1
-
-        if len_str < 2:
-            raise ValueError('ISO time too short')
-
-        has_sep = False
-
-        while pos < len_str and comp < 5:
-            comp += 1
-
-            if timestr[pos:pos + 1] in b'-+Zz':
-                # Detect time zone boundary
-                components[-1] = self._parse_tzstr(timestr[pos:])
-                pos = len_str
-                break
-
-            if comp == 1 and timestr[pos:pos+1] == self._TIME_SEP:
-                has_sep = True
-                pos += 1
-            elif comp == 2 and has_sep:
-                if timestr[pos:pos+1] != self._TIME_SEP:
-                    raise ValueError('Inconsistent use of colon separator')
-                pos += 1
-
-            if comp < 3:
-                # Hour, minute, second
-                components[comp] = int(timestr[pos:pos + 2])
-                pos += 2
-
-            if comp == 3:
-                # Fraction of a second
-                frac = self._FRACTION_REGEX.match(timestr[pos:])
-                if not frac:
-                    continue
-
-                us_str = frac.group(1)[:6]  # Truncate to microseconds
-                components[comp] = int(us_str) * 10**(6 - len(us_str))
-                pos += len(frac.group())
-
-        if pos < len_str:
-            raise ValueError('Unused components in ISO string')
-
-        if components[0] == 24:
-            # Standard supports 00:00 and 24:00 as representations of midnight
-            if any(component != 0 for component in components[1:4]):
-                raise ValueError('Hour may only be 24 at 24:00:00.000')
-
-        return components
-
-    def _parse_tzstr(self, tzstr, zero_as_utc=True):
-        if tzstr == b'Z' or tzstr == b'z':
-            return tz.UTC
-
-        if len(tzstr) not in {3, 5, 6}:
-            raise ValueError('Time zone offset must be 1, 3, 5 or 6 characters')
-
-        if tzstr[0:1] == b'-':
-            mult = -1
-        elif tzstr[0:1] == b'+':
-            mult = 1
-        else:
-            raise ValueError('Time zone offset requires sign')
-
-        hours = int(tzstr[1:3])
-        if len(tzstr) == 3:
-            minutes = 0
-        else:
-            minutes = int(tzstr[(4 if tzstr[3:4] == self._TIME_SEP else 3):])
-
-        if zero_as_utc and hours == 0 and minutes == 0:
-            return tz.UTC
-        else:
-            if minutes > 59:
-                raise ValueError('Invalid minutes in time zone offset')
-
-            if hours > 23:
-                raise ValueError('Invalid hours in time zone offset')
-
-            return tz.tzoffset(None, mult * (hours * 60 + minutes) * 60)
-
-
-DEFAULT_ISOPARSER = isoparser()
-isoparse = DEFAULT_ISOPARSER.isoparse
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
deleted file mode 100644
index cd323a549..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
+++ /dev/null
@@ -1,599 +0,0 @@
-# -*- coding: utf-8 -*-
-import datetime
-import calendar
-
-import operator
-from math import copysign
-
-from six import integer_types
-from warnings import warn
-
-from ._common import weekday
-
-MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
-
-__all__ = ["relativedelta", "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
-
-
-class relativedelta(object):
-    """
-    The relativedelta type is designed to be applied to an existing datetime and
-    can replace specific components of that datetime, or represents an interval
-    of time.
-
-    It is based on the specification of the excellent work done by M.-A. Lemburg
-    in his
-    `mx.DateTime <https://www.egenix.com/products/python/mxBase/mxDateTime/>`_ extension.
-    However, notice that this type does *NOT* implement the same algorithm as
-    his work. Do *NOT* expect it to behave like mx.DateTime's counterpart.
-
-    There are two different ways to build a relativedelta instance. The
-    first one is passing it two date/datetime classes::
-
-        relativedelta(datetime1, datetime2)
-
-    The second one is passing it any number of the following keyword arguments::
-
-        relativedelta(arg1=x,arg2=y,arg3=z...)
-
-        year, month, day, hour, minute, second, microsecond:
-            Absolute information (argument is singular); adding or subtracting a
-            relativedelta with absolute information does not perform an arithmetic
-            operation, but rather REPLACES the corresponding value in the
-            original datetime with the value(s) in relativedelta.
-
-        years, months, weeks, days, hours, minutes, seconds, microseconds:
-            Relative information, may be negative (argument is plural); adding
-            or subtracting a relativedelta with relative information performs
-            the corresponding arithmetic operation on the original datetime value
-            with the information in the relativedelta.
-
-        weekday:
-            One of the weekday instances (MO, TU, etc) available in the
-            relativedelta module. These instances may receive a parameter N,
-            specifying the Nth weekday, which could be positive or negative
-            (like MO(+1) or MO(-2)). Not specifying it is the same as specifying
-            +1. You can also use an integer, where 0=MO. This argument is always
-            relative e.g. if the calculated date is already Monday, using MO(1)
-            or MO(-1) won't change the day. To effectively make it absolute, use
-            it in combination with the day argument (e.g. day=1, MO(1) for first
-            Monday of the month).
-
-        leapdays:
-            Will add given days to the date found, if year is a leap
-            year, and the date found is post 28 of february.
-
-        yearday, nlyearday:
-            Set the yearday or the non-leap year day (jump leap days).
-            These are converted to day/month/leapdays information.
-
-    There are relative and absolute forms of the keyword
-    arguments. The plural is relative, and the singular is
-    absolute. For each argument in the order below, the absolute form
-    is applied first (by setting each attribute to that value) and
-    then the relative form (by adding the value to the attribute).
-
-    The order of attributes considered when this relativedelta is
-    added to a datetime is:
-
-    1. Year
-    2. Month
-    3. Day
-    4. Hours
-    5. Minutes
-    6. Seconds
-    7. Microseconds
-
-    Finally, weekday is applied, using the rule described above.
-
-    For example
-
-    >>> from datetime import datetime
-    >>> from dateutil.relativedelta import relativedelta, MO
-    >>> dt = datetime(2018, 4, 9, 13, 37, 0)
-    >>> delta = relativedelta(hours=25, day=1, weekday=MO(1))
-    >>> dt + delta
-    datetime.datetime(2018, 4, 2, 14, 37)
-
-    First, the day is set to 1 (the first of the month), then 25 hours
-    are added, to get to the 2nd day and 14th hour, finally the
-    weekday is applied, but since the 2nd is already a Monday there is
-    no effect.
-
-    """
-
-    def __init__(self, dt1=None, dt2=None,
-                 years=0, months=0, days=0, leapdays=0, weeks=0,
-                 hours=0, minutes=0, seconds=0, microseconds=0,
-                 year=None, month=None, day=None, weekday=None,
-                 yearday=None, nlyearday=None,
-                 hour=None, minute=None, second=None, microsecond=None):
-
-        if dt1 and dt2:
-            # datetime is a subclass of date. So both must be date
-            if not (isinstance(dt1, datetime.date) and
-                    isinstance(dt2, datetime.date)):
-                raise TypeError("relativedelta only diffs datetime/date")
-
-            # We allow two dates, or two datetimes, so we coerce them to be
-            # of the same type
-            if (isinstance(dt1, datetime.datetime) !=
-                    isinstance(dt2, datetime.datetime)):
-                if not isinstance(dt1, datetime.datetime):
-                    dt1 = datetime.datetime.fromordinal(dt1.toordinal())
-                elif not isinstance(dt2, datetime.datetime):
-                    dt2 = datetime.datetime.fromordinal(dt2.toordinal())
-
-            self.years = 0
-            self.months = 0
-            self.days = 0
-            self.leapdays = 0
-            self.hours = 0
-            self.minutes = 0
-            self.seconds = 0
-            self.microseconds = 0
-            self.year = None
-            self.month = None
-            self.day = None
-            self.weekday = None
-            self.hour = None
-            self.minute = None
-            self.second = None
-            self.microsecond = None
-            self._has_time = 0
-
-            # Get year / month delta between the two
-            months = (dt1.year - dt2.year) * 12 + (dt1.month - dt2.month)
-            self._set_months(months)
-
-            # Remove the year/month delta so the timedelta is just well-defined
-            # time units (seconds, days and microseconds)
-            dtm = self.__radd__(dt2)
-
-            # If we've overshot our target, make an adjustment
-            if dt1 < dt2:
-                compare = operator.gt
-                increment = 1
-            else:
-                compare = operator.lt
-                increment = -1
-
-            while compare(dt1, dtm):
-                months += increment
-                self._set_months(months)
-                dtm = self.__radd__(dt2)
-
-            # Get the timedelta between the "months-adjusted" date and dt1
-            delta = dt1 - dtm
-            self.seconds = delta.seconds + delta.days * 86400
-            self.microseconds = delta.microseconds
-        else:
-            # Check for non-integer values in integer-only quantities
-            if any(x is not None and x != int(x) for x in (years, months)):
-                raise ValueError("Non-integer years and months are "
-                                 "ambiguous and not currently supported.")
-
-            # Relative information
-            self.years = int(years)
-            self.months = int(months)
-            self.days = days + weeks * 7
-            self.leapdays = leapdays
-            self.hours = hours
-            self.minutes = minutes
-            self.seconds = seconds
-            self.microseconds = microseconds
-
-            # Absolute information
-            self.year = year
-            self.month = month
-            self.day = day
-            self.hour = hour
-            self.minute = minute
-            self.second = second
-            self.microsecond = microsecond
-
-            if any(x is not None and int(x) != x
-                   for x in (year, month, day, hour,
-                             minute, second, microsecond)):
-                # For now we'll deprecate floats - later it'll be an error.
-                warn("Non-integer value passed as absolute information. " +
-                     "This is not a well-defined condition and will raise " +
-                     "errors in future versions.", DeprecationWarning)
-
-            if isinstance(weekday, integer_types):
-                self.weekday = weekdays[weekday]
-            else:
-                self.weekday = weekday
-
-            yday = 0
-            if nlyearday:
-                yday = nlyearday
-            elif yearday:
-                yday = yearday
-                if yearday > 59:
-                    self.leapdays = -1
-            if yday:
-                ydayidx = [31, 59, 90, 120, 151, 181, 212,
-                           243, 273, 304, 334, 366]
-                for idx, ydays in enumerate(ydayidx):
-                    if yday <= ydays:
-                        self.month = idx+1
-                        if idx == 0:
-                            self.day = yday
-                        else:
-                            self.day = yday-ydayidx[idx-1]
-                        break
-                else:
-                    raise ValueError("invalid year day (%d)" % yday)
-
-        self._fix()
-
-    def _fix(self):
-        if abs(self.microseconds) > 999999:
-            s = _sign(self.microseconds)
-            div, mod = divmod(self.microseconds * s, 1000000)
-            self.microseconds = mod * s
-            self.seconds += div * s
-        if abs(self.seconds) > 59:
-            s = _sign(self.seconds)
-            div, mod = divmod(self.seconds * s, 60)
-            self.seconds = mod * s
-            self.minutes += div * s
-        if abs(self.minutes) > 59:
-            s = _sign(self.minutes)
-            div, mod = divmod(self.minutes * s, 60)
-            self.minutes = mod * s
-            self.hours += div * s
-        if abs(self.hours) > 23:
-            s = _sign(self.hours)
-            div, mod = divmod(self.hours * s, 24)
-            self.hours = mod * s
-            self.days += div * s
-        if abs(self.months) > 11:
-            s = _sign(self.months)
-            div, mod = divmod(self.months * s, 12)
-            self.months = mod * s
-            self.years += div * s
-        if (self.hours or self.minutes or self.seconds or self.microseconds
-                or self.hour is not None or self.minute is not None or
-                self.second is not None or self.microsecond is not None):
-            self._has_time = 1
-        else:
-            self._has_time = 0
-
-    @property
-    def weeks(self):
-        return int(self.days / 7.0)
-
-    @weeks.setter
-    def weeks(self, value):
-        self.days = self.days - (self.weeks * 7) + value * 7
-
-    def _set_months(self, months):
-        self.months = months
-        if abs(self.months) > 11:
-            s = _sign(self.months)
-            div, mod = divmod(self.months * s, 12)
-            self.months = mod * s
-            self.years = div * s
-        else:
-            self.years = 0
-
-    def normalized(self):
-        """
-        Return a version of this object represented entirely using integer
-        values for the relative attributes.
-
-        >>> relativedelta(days=1.5, hours=2).normalized()
-        relativedelta(days=+1, hours=+14)
-
-        :return:
-            Returns a :class:`dateutil.relativedelta.relativedelta` object.
-        """
-        # Cascade remainders down (rounding each to roughly nearest microsecond)
-        days = int(self.days)
-
-        hours_f = round(self.hours + 24 * (self.days - days), 11)
-        hours = int(hours_f)
-
-        minutes_f = round(self.minutes + 60 * (hours_f - hours), 10)
-        minutes = int(minutes_f)
-
-        seconds_f = round(self.seconds + 60 * (minutes_f - minutes), 8)
-        seconds = int(seconds_f)
-
-        microseconds = round(self.microseconds + 1e6 * (seconds_f - seconds))
-
-        # Constructor carries overflow back up with call to _fix()
-        return self.__class__(years=self.years, months=self.months,
-                              days=days, hours=hours, minutes=minutes,
-                              seconds=seconds, microseconds=microseconds,
-                              leapdays=self.leapdays, year=self.year,
-                              month=self.month, day=self.day,
-                              weekday=self.weekday, hour=self.hour,
-                              minute=self.minute, second=self.second,
-                              microsecond=self.microsecond)
-
-    def __add__(self, other):
-        if isinstance(other, relativedelta):
-            return self.__class__(years=other.years + self.years,
-                                 months=other.months + self.months,
-                                 days=other.days + self.days,
-                                 hours=other.hours + self.hours,
-                                 minutes=other.minutes + self.minutes,
-                                 seconds=other.seconds + self.seconds,
-                                 microseconds=(other.microseconds +
-                                               self.microseconds),
-                                 leapdays=other.leapdays or self.leapdays,
-                                 year=(other.year if other.year is not None
-                                       else self.year),
-                                 month=(other.month if other.month is not None
-                                        else self.month),
-                                 day=(other.day if other.day is not None
-                                      else self.day),
-                                 weekday=(other.weekday if other.weekday is not None
-                                          else self.weekday),
-                                 hour=(other.hour if other.hour is not None
-                                       else self.hour),
-                                 minute=(other.minute if other.minute is not None
-                                         else self.minute),
-                                 second=(other.second if other.second is not None
-                                         else self.second),
-                                 microsecond=(other.microsecond if other.microsecond
-                                              is not None else
-                                              self.microsecond))
-        if isinstance(other, datetime.timedelta):
-            return self.__class__(years=self.years,
-                                  months=self.months,
-                                  days=self.days + other.days,
-                                  hours=self.hours,
-                                  minutes=self.minutes,
-                                  seconds=self.seconds + other.seconds,
-                                  microseconds=self.microseconds + other.microseconds,
-                                  leapdays=self.leapdays,
-                                  year=self.year,
-                                  month=self.month,
-                                  day=self.day,
-                                  weekday=self.weekday,
-                                  hour=self.hour,
-                                  minute=self.minute,
-                                  second=self.second,
-                                  microsecond=self.microsecond)
-        if not isinstance(other, datetime.date):
-            return NotImplemented
-        elif self._has_time and not isinstance(other, datetime.datetime):
-            other = datetime.datetime.fromordinal(other.toordinal())
-        year = (self.year or other.year)+self.years
-        month = self.month or other.month
-        if self.months:
-            assert 1 <= abs(self.months) <= 12
-            month += self.months
-            if month > 12:
-                year += 1
-                month -= 12
-            elif month < 1:
-                year -= 1
-                month += 12
-        day = min(calendar.monthrange(year, month)[1],
-                  self.day or other.day)
-        repl = {"year": year, "month": month, "day": day}
-        for attr in ["hour", "minute", "second", "microsecond"]:
-            value = getattr(self, attr)
-            if value is not None:
-                repl[attr] = value
-        days = self.days
-        if self.leapdays and month > 2 and calendar.isleap(year):
-            days += self.leapdays
-        ret = (other.replace(**repl)
-               + datetime.timedelta(days=days,
-                                    hours=self.hours,
-                                    minutes=self.minutes,
-                                    seconds=self.seconds,
-                                    microseconds=self.microseconds))
-        if self.weekday:
-            weekday, nth = self.weekday.weekday, self.weekday.n or 1
-            jumpdays = (abs(nth) - 1) * 7
-            if nth > 0:
-                jumpdays += (7 - ret.weekday() + weekday) % 7
-            else:
-                jumpdays += (ret.weekday() - weekday) % 7
-                jumpdays *= -1
-            ret += datetime.timedelta(days=jumpdays)
-        return ret
-
-    def __radd__(self, other):
-        return self.__add__(other)
-
-    def __rsub__(self, other):
-        return self.__neg__().__radd__(other)
-
-    def __sub__(self, other):
-        if not isinstance(other, relativedelta):
-            return NotImplemented   # In case the other object defines __rsub__
-        return self.__class__(years=self.years - other.years,
-                             months=self.months - other.months,
-                             days=self.days - other.days,
-                             hours=self.hours - other.hours,
-                             minutes=self.minutes - other.minutes,
-                             seconds=self.seconds - other.seconds,
-                             microseconds=self.microseconds - other.microseconds,
-                             leapdays=self.leapdays or other.leapdays,
-                             year=(self.year if self.year is not None
-                                   else other.year),
-                             month=(self.month if self.month is not None else
-                                    other.month),
-                             day=(self.day if self.day is not None else
-                                  other.day),
-                             weekday=(self.weekday if self.weekday is not None else
-                                      other.weekday),
-                             hour=(self.hour if self.hour is not None else
-                                   other.hour),
-                             minute=(self.minute if self.minute is not None else
-                                     other.minute),
-                             second=(self.second if self.second is not None else
-                                     other.second),
-                             microsecond=(self.microsecond if self.microsecond
-                                          is not None else
-                                          other.microsecond))
-
-    def __abs__(self):
-        return self.__class__(years=abs(self.years),
-                              months=abs(self.months),
-                              days=abs(self.days),
-                              hours=abs(self.hours),
-                              minutes=abs(self.minutes),
-                              seconds=abs(self.seconds),
-                              microseconds=abs(self.microseconds),
-                              leapdays=self.leapdays,
-                              year=self.year,
-                              month=self.month,
-                              day=self.day,
-                              weekday=self.weekday,
-                              hour=self.hour,
-                              minute=self.minute,
-                              second=self.second,
-                              microsecond=self.microsecond)
-
-    def __neg__(self):
-        return self.__class__(years=-self.years,
-                             months=-self.months,
-                             days=-self.days,
-                             hours=-self.hours,
-                             minutes=-self.minutes,
-                             seconds=-self.seconds,
-                             microseconds=-self.microseconds,
-                             leapdays=self.leapdays,
-                             year=self.year,
-                             month=self.month,
-                             day=self.day,
-                             weekday=self.weekday,
-                             hour=self.hour,
-                             minute=self.minute,
-                             second=self.second,
-                             microsecond=self.microsecond)
-
-    def __bool__(self):
-        return not (not self.years and
-                    not self.months and
-                    not self.days and
-                    not self.hours and
-                    not self.minutes and
-                    not self.seconds and
-                    not self.microseconds and
-                    not self.leapdays and
-                    self.year is None and
-                    self.month is None and
-                    self.day is None and
-                    self.weekday is None and
-                    self.hour is None and
-                    self.minute is None and
-                    self.second is None and
-                    self.microsecond is None)
-    # Compatibility with Python 2.x
-    __nonzero__ = __bool__
-
-    def __mul__(self, other):
-        try:
-            f = float(other)
-        except TypeError:
-            return NotImplemented
-
-        return self.__class__(years=int(self.years * f),
-                             months=int(self.months * f),
-                             days=int(self.days * f),
-                             hours=int(self.hours * f),
-                             minutes=int(self.minutes * f),
-                             seconds=int(self.seconds * f),
-                             microseconds=int(self.microseconds * f),
-                             leapdays=self.leapdays,
-                             year=self.year,
-                             month=self.month,
-                             day=self.day,
-                             weekday=self.weekday,
-                             hour=self.hour,
-                             minute=self.minute,
-                             second=self.second,
-                             microsecond=self.microsecond)
-
-    __rmul__ = __mul__
-
-    def __eq__(self, other):
-        if not isinstance(other, relativedelta):
-            return NotImplemented
-        if self.weekday or other.weekday:
-            if not self.weekday or not other.weekday:
-                return False
-            if self.weekday.weekday != other.weekday.weekday:
-                return False
-            n1, n2 = self.weekday.n, other.weekday.n
-            if n1 != n2 and not ((not n1 or n1 == 1) and (not n2 or n2 == 1)):
-                return False
-        return (self.years == other.years and
-                self.months == other.months and
-                self.days == other.days and
-                self.hours == other.hours and
-                self.minutes == other.minutes and
-                self.seconds == other.seconds and
-                self.microseconds == other.microseconds and
-                self.leapdays == other.leapdays and
-                self.year == other.year and
-                self.month == other.month and
-                self.day == other.day and
-                self.hour == other.hour and
-                self.minute == other.minute and
-                self.second == other.second and
-                self.microsecond == other.microsecond)
-
-    def __hash__(self):
-        return hash((
-            self.weekday,
-            self.years,
-            self.months,
-            self.days,
-            self.hours,
-            self.minutes,
-            self.seconds,
-            self.microseconds,
-            self.leapdays,
-            self.year,
-            self.month,
-            self.day,
-            self.hour,
-            self.minute,
-            self.second,
-            self.microsecond,
-        ))
-
-    def __ne__(self, other):
-        return not self.__eq__(other)
-
-    def __div__(self, other):
-        try:
-            reciprocal = 1 / float(other)
-        except TypeError:
-            return NotImplemented
-
-        return self.__mul__(reciprocal)
-
-    __truediv__ = __div__
-
-    def __repr__(self):
-        l = []
-        for attr in ["years", "months", "days", "leapdays",
-                     "hours", "minutes", "seconds", "microseconds"]:
-            value = getattr(self, attr)
-            if value:
-                l.append("{attr}={value:+g}".format(attr=attr, value=value))
-        for attr in ["year", "month", "day", "weekday",
-                     "hour", "minute", "second", "microsecond"]:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("{attr}={value}".format(attr=attr, value=repr(value)))
-        return "{classname}({attrs})".format(classname=self.__class__.__name__,
-                                             attrs=", ".join(l))
-
-
-def _sign(x):
-    return int(copysign(1, x))
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
deleted file mode 100644
index 571a0d2bc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
+++ /dev/null
@@ -1,1737 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-The rrule module offers a small, complete, and very fast, implementation of
-the recurrence rules documented in the
-`iCalendar RFC <https://tools.ietf.org/html/rfc5545>`_,
-including support for caching of results.
-"""
-import calendar
-import datetime
-import heapq
-import itertools
-import re
-import sys
-from functools import wraps
-# For warning about deprecation of until and count
-from warnings import warn
-
-from six import advance_iterator, integer_types
-
-from six.moves import _thread, range
-
-from ._common import weekday as weekdaybase
-
-try:
-    from math import gcd
-except ImportError:
-    from fractions import gcd
-
-__all__ = ["rrule", "rruleset", "rrulestr",
-           "YEARLY", "MONTHLY", "WEEKLY", "DAILY",
-           "HOURLY", "MINUTELY", "SECONDLY",
-           "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
-
-# Every mask is 7 days longer to handle cross-year weekly periods.
-M366MASK = tuple([1]*31+[2]*29+[3]*31+[4]*30+[5]*31+[6]*30 +
-                 [7]*31+[8]*31+[9]*30+[10]*31+[11]*30+[12]*31+[1]*7)
-M365MASK = list(M366MASK)
-M29, M30, M31 = list(range(1, 30)), list(range(1, 31)), list(range(1, 32))
-MDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
-MDAY365MASK = list(MDAY366MASK)
-M29, M30, M31 = list(range(-29, 0)), list(range(-30, 0)), list(range(-31, 0))
-NMDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
-NMDAY365MASK = list(NMDAY366MASK)
-M366RANGE = (0, 31, 60, 91, 121, 152, 182, 213, 244, 274, 305, 335, 366)
-M365RANGE = (0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365)
-WDAYMASK = [0, 1, 2, 3, 4, 5, 6]*55
-del M29, M30, M31, M365MASK[59], MDAY365MASK[59], NMDAY365MASK[31]
-MDAY365MASK = tuple(MDAY365MASK)
-M365MASK = tuple(M365MASK)
-
-FREQNAMES = ['YEARLY', 'MONTHLY', 'WEEKLY', 'DAILY', 'HOURLY', 'MINUTELY', 'SECONDLY']
-
-(YEARLY,
- MONTHLY,
- WEEKLY,
- DAILY,
- HOURLY,
- MINUTELY,
- SECONDLY) = list(range(7))
-
-# Imported on demand.
-easter = None
-parser = None
-
-
-class weekday(weekdaybase):
-    """
-    This version of weekday does not allow n = 0.
-    """
-    def __init__(self, wkday, n=None):
-        if n == 0:
-            raise ValueError("Can't create weekday with n==0")
-
-        super(weekday, self).__init__(wkday, n)
-
-
-MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
-
-
-def _invalidates_cache(f):
-    """
-    Decorator for rruleset methods which may invalidate the
-    cached length.
-    """
-    @wraps(f)
-    def inner_func(self, *args, **kwargs):
-        rv = f(self, *args, **kwargs)
-        self._invalidate_cache()
-        return rv
-
-    return inner_func
-
-
-class rrulebase(object):
-    def __init__(self, cache=False):
-        if cache:
-            self._cache = []
-            self._cache_lock = _thread.allocate_lock()
-            self._invalidate_cache()
-        else:
-            self._cache = None
-            self._cache_complete = False
-            self._len = None
-
-    def __iter__(self):
-        if self._cache_complete:
-            return iter(self._cache)
-        elif self._cache is None:
-            return self._iter()
-        else:
-            return self._iter_cached()
-
-    def _invalidate_cache(self):
-        if self._cache is not None:
-            self._cache = []
-            self._cache_complete = False
-            self._cache_gen = self._iter()
-
-            if self._cache_lock.locked():
-                self._cache_lock.release()
-
-        self._len = None
-
-    def _iter_cached(self):
-        i = 0
-        gen = self._cache_gen
-        cache = self._cache
-        acquire = self._cache_lock.acquire
-        release = self._cache_lock.release
-        while gen:
-            if i == len(cache):
-                acquire()
-                if self._cache_complete:
-                    break
-                try:
-                    for j in range(10):
-                        cache.append(advance_iterator(gen))
-                except StopIteration:
-                    self._cache_gen = gen = None
-                    self._cache_complete = True
-                    break
-                release()
-            yield cache[i]
-            i += 1
-        while i < self._len:
-            yield cache[i]
-            i += 1
-
-    def __getitem__(self, item):
-        if self._cache_complete:
-            return self._cache[item]
-        elif isinstance(item, slice):
-            if item.step and item.step < 0:
-                return list(iter(self))[item]
-            else:
-                return list(itertools.islice(self,
-                                             item.start or 0,
-                                             item.stop or sys.maxsize,
-                                             item.step or 1))
-        elif item >= 0:
-            gen = iter(self)
-            try:
-                for i in range(item+1):
-                    res = advance_iterator(gen)
-            except StopIteration:
-                raise IndexError
-            return res
-        else:
-            return list(iter(self))[item]
-
-    def __contains__(self, item):
-        if self._cache_complete:
-            return item in self._cache
-        else:
-            for i in self:
-                if i == item:
-                    return True
-                elif i > item:
-                    return False
-        return False
-
-    # __len__() introduces a large performance penalty.
-    def count(self):
-        """ Returns the number of recurrences in this set. It will have go
-            through the whole recurrence, if this hasn't been done before. """
-        if self._len is None:
-            for x in self:
-                pass
-        return self._len
-
-    def before(self, dt, inc=False):
-        """ Returns the last recurrence before the given datetime instance. The
-            inc keyword defines what happens if dt is an occurrence. With
-            inc=True, if dt itself is an occurrence, it will be returned. """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        last = None
-        if inc:
-            for i in gen:
-                if i > dt:
-                    break
-                last = i
-        else:
-            for i in gen:
-                if i >= dt:
-                    break
-                last = i
-        return last
-
-    def after(self, dt, inc=False):
-        """ Returns the first recurrence after the given datetime instance. The
-            inc keyword defines what happens if dt is an occurrence. With
-            inc=True, if dt itself is an occurrence, it will be returned.  """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        if inc:
-            for i in gen:
-                if i >= dt:
-                    return i
-        else:
-            for i in gen:
-                if i > dt:
-                    return i
-        return None
-
-    def xafter(self, dt, count=None, inc=False):
-        """
-        Generator which yields up to `count` recurrences after the given
-        datetime instance, equivalent to `after`.
-
-        :param dt:
-            The datetime at which to start generating recurrences.
-
-        :param count:
-            The maximum number of recurrences to generate. If `None` (default),
-            dates are generated until the recurrence rule is exhausted.
-
-        :param inc:
-            If `dt` is an instance of the rule and `inc` is `True`, it is
-            included in the output.
-
-        :yields: Yields a sequence of `datetime` objects.
-        """
-
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-
-        # Select the comparison function
-        if inc:
-            comp = lambda dc, dtc: dc >= dtc
-        else:
-            comp = lambda dc, dtc: dc > dtc
-
-        # Generate dates
-        n = 0
-        for d in gen:
-            if comp(d, dt):
-                if count is not None:
-                    n += 1
-                    if n > count:
-                        break
-
-                yield d
-
-    def between(self, after, before, inc=False, count=1):
-        """ Returns all the occurrences of the rrule between after and before.
-        The inc keyword defines what happens if after and/or before are
-        themselves occurrences. With inc=True, they will be included in the
-        list, if they are found in the recurrence set. """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        started = False
-        l = []
-        if inc:
-            for i in gen:
-                if i > before:
-                    break
-                elif not started:
-                    if i >= after:
-                        started = True
-                        l.append(i)
-                else:
-                    l.append(i)
-        else:
-            for i in gen:
-                if i >= before:
-                    break
-                elif not started:
-                    if i > after:
-                        started = True
-                        l.append(i)
-                else:
-                    l.append(i)
-        return l
-
-
-class rrule(rrulebase):
-    """
-    That's the base of the rrule operation. It accepts all the keywords
-    defined in the RFC as its constructor parameters (except byday,
-    which was renamed to byweekday) and more. The constructor prototype is::
-
-            rrule(freq)
-
-    Where freq must be one of YEARLY, MONTHLY, WEEKLY, DAILY, HOURLY, MINUTELY,
-    or SECONDLY.
-
-    .. note::
-        Per RFC section 3.3.10, recurrence instances falling on invalid dates
-        and times are ignored rather than coerced:
-
-            Recurrence rules may generate recurrence instances with an invalid
-            date (e.g., February 30) or nonexistent local time (e.g., 1:30 AM
-            on a day where the local time is moved forward by an hour at 1:00
-            AM).  Such recurrence instances MUST be ignored and MUST NOT be
-            counted as part of the recurrence set.
-
-        This can lead to possibly surprising behavior when, for example, the
-        start date occurs at the end of the month:
-
-        >>> from dateutil.rrule import rrule, MONTHLY
-        >>> from datetime import datetime
-        >>> start_date = datetime(2014, 12, 31)
-        >>> list(rrule(freq=MONTHLY, count=4, dtstart=start_date))
-        ... # doctest: +NORMALIZE_WHITESPACE
-        [datetime.datetime(2014, 12, 31, 0, 0),
-         datetime.datetime(2015, 1, 31, 0, 0),
-         datetime.datetime(2015, 3, 31, 0, 0),
-         datetime.datetime(2015, 5, 31, 0, 0)]
-
-    Additionally, it supports the following keyword arguments:
-
-    :param dtstart:
-        The recurrence start. Besides being the base for the recurrence,
-        missing parameters in the final recurrence instances will also be
-        extracted from this date. If not given, datetime.now() will be used
-        instead.
-    :param interval:
-        The interval between each freq iteration. For example, when using
-        YEARLY, an interval of 2 means once every two years, but with HOURLY,
-        it means once every two hours. The default interval is 1.
-    :param wkst:
-        The week start day. Must be one of the MO, TU, WE constants, or an
-        integer, specifying the first day of the week. This will affect
-        recurrences based on weekly periods. The default week start is got
-        from calendar.firstweekday(), and may be modified by
-        calendar.setfirstweekday().
-    :param count:
-        If given, this determines how many occurrences will be generated.
-
-        .. note::
-            As of version 2.5.0, the use of the keyword ``until`` in conjunction
-            with ``count`` is deprecated, to make sure ``dateutil`` is fully
-            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
-            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
-            **must not** occur in the same call to ``rrule``.
-    :param until:
-        If given, this must be a datetime instance specifying the upper-bound
-        limit of the recurrence. The last recurrence in the rule is the greatest
-        datetime that is less than or equal to the value specified in the
-        ``until`` parameter.
-
-        .. note::
-            As of version 2.5.0, the use of the keyword ``until`` in conjunction
-            with ``count`` is deprecated, to make sure ``dateutil`` is fully
-            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
-            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
-            **must not** occur in the same call to ``rrule``.
-    :param bysetpos:
-        If given, it must be either an integer, or a sequence of integers,
-        positive or negative. Each given integer will specify an occurrence
-        number, corresponding to the nth occurrence of the rule inside the
-        frequency period. For example, a bysetpos of -1 if combined with a
-        MONTHLY frequency, and a byweekday of (MO, TU, WE, TH, FR), will
-        result in the last work day of every month.
-    :param bymonth:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the months to apply the recurrence to.
-    :param bymonthday:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the month days to apply the recurrence to.
-    :param byyearday:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the year days to apply the recurrence to.
-    :param byeaster:
-        If given, it must be either an integer, or a sequence of integers,
-        positive or negative. Each integer will define an offset from the
-        Easter Sunday. Passing the offset 0 to byeaster will yield the Easter
-        Sunday itself. This is an extension to the RFC specification.
-    :param byweekno:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the week numbers to apply the recurrence to. Week numbers
-        have the meaning described in ISO8601, that is, the first week of
-        the year is that containing at least four days of the new year.
-    :param byweekday:
-        If given, it must be either an integer (0 == MO), a sequence of
-        integers, one of the weekday constants (MO, TU, etc), or a sequence
-        of these constants. When given, these variables will define the
-        weekdays where the recurrence will be applied. It's also possible to
-        use an argument n for the weekday instances, which will mean the nth
-        occurrence of this weekday in the period. For example, with MONTHLY,
-        or with YEARLY and BYMONTH, using FR(+1) in byweekday will specify the
-        first friday of the month where the recurrence happens. Notice that in
-        the RFC documentation, this is specified as BYDAY, but was renamed to
-        avoid the ambiguity of that keyword.
-    :param byhour:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the hours to apply the recurrence to.
-    :param byminute:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the minutes to apply the recurrence to.
-    :param bysecond:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the seconds to apply the recurrence to.
-    :param cache:
-        If given, it must be a boolean value specifying to enable or disable
-        caching of results. If you will use the same rrule instance multiple
-        times, enabling caching will improve the performance considerably.
-     """
-    def __init__(self, freq, dtstart=None,
-                 interval=1, wkst=None, count=None, until=None, bysetpos=None,
-                 bymonth=None, bymonthday=None, byyearday=None, byeaster=None,
-                 byweekno=None, byweekday=None,
-                 byhour=None, byminute=None, bysecond=None,
-                 cache=False):
-        super(rrule, self).__init__(cache)
-        global easter
-        if not dtstart:
-            if until and until.tzinfo:
-                dtstart = datetime.datetime.now(tz=until.tzinfo).replace(microsecond=0)
-            else:
-                dtstart = datetime.datetime.now().replace(microsecond=0)
-        elif not isinstance(dtstart, datetime.datetime):
-            dtstart = datetime.datetime.fromordinal(dtstart.toordinal())
-        else:
-            dtstart = dtstart.replace(microsecond=0)
-        self._dtstart = dtstart
-        self._tzinfo = dtstart.tzinfo
-        self._freq = freq
-        self._interval = interval
-        self._count = count
-
-        # Cache the original byxxx rules, if they are provided, as the _byxxx
-        # attributes do not necessarily map to the inputs, and this can be
-        # a problem in generating the strings. Only store things if they've
-        # been supplied (the string retrieval will just use .get())
-        self._original_rule = {}
-
-        if until and not isinstance(until, datetime.datetime):
-            until = datetime.datetime.fromordinal(until.toordinal())
-        self._until = until
-
-        if self._dtstart and self._until:
-            if (self._dtstart.tzinfo is not None) != (self._until.tzinfo is not None):
-                # According to RFC5545 Section 3.3.10:
-                # https://tools.ietf.org/html/rfc5545#section-3.3.10
-                #
-                # > If the "DTSTART" property is specified as a date with UTC
-                # > time or a date with local time and time zone reference,
-                # > then the UNTIL rule part MUST be specified as a date with
-                # > UTC time.
-                raise ValueError(
-                    'RRULE UNTIL values must be specified in UTC when DTSTART '
-                    'is timezone-aware'
-                )
-
-        if count is not None and until:
-            warn("Using both 'count' and 'until' is inconsistent with RFC 5545"
-                 " and has been deprecated in dateutil. Future versions will "
-                 "raise an error.", DeprecationWarning)
-
-        if wkst is None:
-            self._wkst = calendar.firstweekday()
-        elif isinstance(wkst, integer_types):
-            self._wkst = wkst
-        else:
-            self._wkst = wkst.weekday
-
-        if bysetpos is None:
-            self._bysetpos = None
-        elif isinstance(bysetpos, integer_types):
-            if bysetpos == 0 or not (-366 <= bysetpos <= 366):
-                raise ValueError("bysetpos must be between 1 and 366, "
-                                 "or between -366 and -1")
-            self._bysetpos = (bysetpos,)
-        else:
-            self._bysetpos = tuple(bysetpos)
-            for pos in self._bysetpos:
-                if pos == 0 or not (-366 <= pos <= 366):
-                    raise ValueError("bysetpos must be between 1 and 366, "
-                                     "or between -366 and -1")
-
-        if self._bysetpos:
-            self._original_rule['bysetpos'] = self._bysetpos
-
-        if (byweekno is None and byyearday is None and bymonthday is None and
-                byweekday is None and byeaster is None):
-            if freq == YEARLY:
-                if bymonth is None:
-                    bymonth = dtstart.month
-                    self._original_rule['bymonth'] = None
-                bymonthday = dtstart.day
-                self._original_rule['bymonthday'] = None
-            elif freq == MONTHLY:
-                bymonthday = dtstart.day
-                self._original_rule['bymonthday'] = None
-            elif freq == WEEKLY:
-                byweekday = dtstart.weekday()
-                self._original_rule['byweekday'] = None
-
-        # bymonth
-        if bymonth is None:
-            self._bymonth = None
-        else:
-            if isinstance(bymonth, integer_types):
-                bymonth = (bymonth,)
-
-            self._bymonth = tuple(sorted(set(bymonth)))
-
-            if 'bymonth' not in self._original_rule:
-                self._original_rule['bymonth'] = self._bymonth
-
-        # byyearday
-        if byyearday is None:
-            self._byyearday = None
-        else:
-            if isinstance(byyearday, integer_types):
-                byyearday = (byyearday,)
-
-            self._byyearday = tuple(sorted(set(byyearday)))
-            self._original_rule['byyearday'] = self._byyearday
-
-        # byeaster
-        if byeaster is not None:
-            if not easter:
-                from dateutil import easter
-            if isinstance(byeaster, integer_types):
-                self._byeaster = (byeaster,)
-            else:
-                self._byeaster = tuple(sorted(byeaster))
-
-            self._original_rule['byeaster'] = self._byeaster
-        else:
-            self._byeaster = None
-
-        # bymonthday
-        if bymonthday is None:
-            self._bymonthday = ()
-            self._bynmonthday = ()
-        else:
-            if isinstance(bymonthday, integer_types):
-                bymonthday = (bymonthday,)
-
-            bymonthday = set(bymonthday)            # Ensure it's unique
-
-            self._bymonthday = tuple(sorted(x for x in bymonthday if x > 0))
-            self._bynmonthday = tuple(sorted(x for x in bymonthday if x < 0))
-
-            # Storing positive numbers first, then negative numbers
-            if 'bymonthday' not in self._original_rule:
-                self._original_rule['bymonthday'] = tuple(
-                    itertools.chain(self._bymonthday, self._bynmonthday))
-
-        # byweekno
-        if byweekno is None:
-            self._byweekno = None
-        else:
-            if isinstance(byweekno, integer_types):
-                byweekno = (byweekno,)
-
-            self._byweekno = tuple(sorted(set(byweekno)))
-
-            self._original_rule['byweekno'] = self._byweekno
-
-        # byweekday / bynweekday
-        if byweekday is None:
-            self._byweekday = None
-            self._bynweekday = None
-        else:
-            # If it's one of the valid non-sequence types, convert to a
-            # single-element sequence before the iterator that builds the
-            # byweekday set.
-            if isinstance(byweekday, integer_types) or hasattr(byweekday, "n"):
-                byweekday = (byweekday,)
-
-            self._byweekday = set()
-            self._bynweekday = set()
-            for wday in byweekday:
-                if isinstance(wday, integer_types):
-                    self._byweekday.add(wday)
-                elif not wday.n or freq > MONTHLY:
-                    self._byweekday.add(wday.weekday)
-                else:
-                    self._bynweekday.add((wday.weekday, wday.n))
-
-            if not self._byweekday:
-                self._byweekday = None
-            elif not self._bynweekday:
-                self._bynweekday = None
-
-            if self._byweekday is not None:
-                self._byweekday = tuple(sorted(self._byweekday))
-                orig_byweekday = [weekday(x) for x in self._byweekday]
-            else:
-                orig_byweekday = ()
-
-            if self._bynweekday is not None:
-                self._bynweekday = tuple(sorted(self._bynweekday))
-                orig_bynweekday = [weekday(*x) for x in self._bynweekday]
-            else:
-                orig_bynweekday = ()
-
-            if 'byweekday' not in self._original_rule:
-                self._original_rule['byweekday'] = tuple(itertools.chain(
-                    orig_byweekday, orig_bynweekday))
-
-        # byhour
-        if byhour is None:
-            if freq < HOURLY:
-                self._byhour = {dtstart.hour}
-            else:
-                self._byhour = None
-        else:
-            if isinstance(byhour, integer_types):
-                byhour = (byhour,)
-
-            if freq == HOURLY:
-                self._byhour = self.__construct_byset(start=dtstart.hour,
-                                                      byxxx=byhour,
-                                                      base=24)
-            else:
-                self._byhour = set(byhour)
-
-            self._byhour = tuple(sorted(self._byhour))
-            self._original_rule['byhour'] = self._byhour
-
-        # byminute
-        if byminute is None:
-            if freq < MINUTELY:
-                self._byminute = {dtstart.minute}
-            else:
-                self._byminute = None
-        else:
-            if isinstance(byminute, integer_types):
-                byminute = (byminute,)
-
-            if freq == MINUTELY:
-                self._byminute = self.__construct_byset(start=dtstart.minute,
-                                                        byxxx=byminute,
-                                                        base=60)
-            else:
-                self._byminute = set(byminute)
-
-            self._byminute = tuple(sorted(self._byminute))
-            self._original_rule['byminute'] = self._byminute
-
-        # bysecond
-        if bysecond is None:
-            if freq < SECONDLY:
-                self._bysecond = ((dtstart.second,))
-            else:
-                self._bysecond = None
-        else:
-            if isinstance(bysecond, integer_types):
-                bysecond = (bysecond,)
-
-            self._bysecond = set(bysecond)
-
-            if freq == SECONDLY:
-                self._bysecond = self.__construct_byset(start=dtstart.second,
-                                                        byxxx=bysecond,
-                                                        base=60)
-            else:
-                self._bysecond = set(bysecond)
-
-            self._bysecond = tuple(sorted(self._bysecond))
-            self._original_rule['bysecond'] = self._bysecond
-
-        if self._freq >= HOURLY:
-            self._timeset = None
-        else:
-            self._timeset = []
-            for hour in self._byhour:
-                for minute in self._byminute:
-                    for second in self._bysecond:
-                        self._timeset.append(
-                            datetime.time(hour, minute, second,
-                                          tzinfo=self._tzinfo))
-            self._timeset.sort()
-            self._timeset = tuple(self._timeset)
-
-    def __str__(self):
-        """
-        Output a string that would generate this RRULE if passed to rrulestr.
-        This is mostly compatible with RFC5545, except for the
-        dateutil-specific extension BYEASTER.
-        """
-
-        output = []
-        h, m, s = [None] * 3
-        if self._dtstart:
-            output.append(self._dtstart.strftime('DTSTART:%Y%m%dT%H%M%S'))
-            h, m, s = self._dtstart.timetuple()[3:6]
-
-        parts = ['FREQ=' + FREQNAMES[self._freq]]
-        if self._interval != 1:
-            parts.append('INTERVAL=' + str(self._interval))
-
-        if self._wkst:
-            parts.append('WKST=' + repr(weekday(self._wkst))[0:2])
-
-        if self._count is not None:
-            parts.append('COUNT=' + str(self._count))
-
-        if self._until:
-            parts.append(self._until.strftime('UNTIL=%Y%m%dT%H%M%S'))
-
-        if self._original_rule.get('byweekday') is not None:
-            # The str() method on weekday objects doesn't generate
-            # RFC5545-compliant strings, so we should modify that.
-            original_rule = dict(self._original_rule)
-            wday_strings = []
-            for wday in original_rule['byweekday']:
-                if wday.n:
-                    wday_strings.append('{n:+d}{wday}'.format(
-                        n=wday.n,
-                        wday=repr(wday)[0:2]))
-                else:
-                    wday_strings.append(repr(wday))
-
-            original_rule['byweekday'] = wday_strings
-        else:
-            original_rule = self._original_rule
-
-        partfmt = '{name}={vals}'
-        for name, key in [('BYSETPOS', 'bysetpos'),
-                          ('BYMONTH', 'bymonth'),
-                          ('BYMONTHDAY', 'bymonthday'),
-                          ('BYYEARDAY', 'byyearday'),
-                          ('BYWEEKNO', 'byweekno'),
-                          ('BYDAY', 'byweekday'),
-                          ('BYHOUR', 'byhour'),
-                          ('BYMINUTE', 'byminute'),
-                          ('BYSECOND', 'bysecond'),
-                          ('BYEASTER', 'byeaster')]:
-            value = original_rule.get(key)
-            if value:
-                parts.append(partfmt.format(name=name, vals=(','.join(str(v)
-                                                             for v in value))))
-
-        output.append('RRULE:' + ';'.join(parts))
-        return '\n'.join(output)
-
-    def replace(self, **kwargs):
-        """Return new rrule with same attributes except for those attributes given new
-           values by whichever keyword arguments are specified."""
-        new_kwargs = {"interval": self._interval,
-                      "count": self._count,
-                      "dtstart": self._dtstart,
-                      "freq": self._freq,
-                      "until": self._until,
-                      "wkst": self._wkst,
-                      "cache": False if self._cache is None else True }
-        new_kwargs.update(self._original_rule)
-        new_kwargs.update(kwargs)
-        return rrule(**new_kwargs)
-
-    def _iter(self):
-        year, month, day, hour, minute, second, weekday, yearday, _ = \
-            self._dtstart.timetuple()
-
-        # Some local variables to speed things up a bit
-        freq = self._freq
-        interval = self._interval
-        wkst = self._wkst
-        until = self._until
-        bymonth = self._bymonth
-        byweekno = self._byweekno
-        byyearday = self._byyearday
-        byweekday = self._byweekday
-        byeaster = self._byeaster
-        bymonthday = self._bymonthday
-        bynmonthday = self._bynmonthday
-        bysetpos = self._bysetpos
-        byhour = self._byhour
-        byminute = self._byminute
-        bysecond = self._bysecond
-
-        ii = _iterinfo(self)
-        ii.rebuild(year, month)
-
-        getdayset = {YEARLY: ii.ydayset,
-                     MONTHLY: ii.mdayset,
-                     WEEKLY: ii.wdayset,
-                     DAILY: ii.ddayset,
-                     HOURLY: ii.ddayset,
-                     MINUTELY: ii.ddayset,
-                     SECONDLY: ii.ddayset}[freq]
-
-        if freq < HOURLY:
-            timeset = self._timeset
-        else:
-            gettimeset = {HOURLY: ii.htimeset,
-                          MINUTELY: ii.mtimeset,
-                          SECONDLY: ii.stimeset}[freq]
-            if ((freq >= HOURLY and
-                 self._byhour and hour not in self._byhour) or
-                (freq >= MINUTELY and
-                 self._byminute and minute not in self._byminute) or
-                (freq >= SECONDLY and
-                 self._bysecond and second not in self._bysecond)):
-                timeset = ()
-            else:
-                timeset = gettimeset(hour, minute, second)
-
-        total = 0
-        count = self._count
-        while True:
-            # Get dayset with the right frequency
-            dayset, start, end = getdayset(year, month, day)
-
-            # Do the "hard" work ;-)
-            filtered = False
-            for i in dayset[start:end]:
-                if ((bymonth and ii.mmask[i] not in bymonth) or
-                    (byweekno and not ii.wnomask[i]) or
-                    (byweekday and ii.wdaymask[i] not in byweekday) or
-                    (ii.nwdaymask and not ii.nwdaymask[i]) or
-                    (byeaster and not ii.eastermask[i]) or
-                    ((bymonthday or bynmonthday) and
-                     ii.mdaymask[i] not in bymonthday and
-                     ii.nmdaymask[i] not in bynmonthday) or
-                    (byyearday and
-                     ((i < ii.yearlen and i+1 not in byyearday and
-                       -ii.yearlen+i not in byyearday) or
-                      (i >= ii.yearlen and i+1-ii.yearlen not in byyearday and
-                       -ii.nextyearlen+i-ii.yearlen not in byyearday)))):
-                    dayset[i] = None
-                    filtered = True
-
-            # Output results
-            if bysetpos and timeset:
-                poslist = []
-                for pos in bysetpos:
-                    if pos < 0:
-                        daypos, timepos = divmod(pos, len(timeset))
-                    else:
-                        daypos, timepos = divmod(pos-1, len(timeset))
-                    try:
-                        i = [x for x in dayset[start:end]
-                             if x is not None][daypos]
-                        time = timeset[timepos]
-                    except IndexError:
-                        pass
-                    else:
-                        date = datetime.date.fromordinal(ii.yearordinal+i)
-                        res = datetime.datetime.combine(date, time)
-                        if res not in poslist:
-                            poslist.append(res)
-                poslist.sort()
-                for res in poslist:
-                    if until and res > until:
-                        self._len = total
-                        return
-                    elif res >= self._dtstart:
-                        if count is not None:
-                            count -= 1
-                            if count < 0:
-                                self._len = total
-                                return
-                        total += 1
-                        yield res
-            else:
-                for i in dayset[start:end]:
-                    if i is not None:
-                        date = datetime.date.fromordinal(ii.yearordinal + i)
-                        for time in timeset:
-                            res = datetime.datetime.combine(date, time)
-                            if until and res > until:
-                                self._len = total
-                                return
-                            elif res >= self._dtstart:
-                                if count is not None:
-                                    count -= 1
-                                    if count < 0:
-                                        self._len = total
-                                        return
-
-                                total += 1
-                                yield res
-
-            # Handle frequency and interval
-            fixday = False
-            if freq == YEARLY:
-                year += interval
-                if year > datetime.MAXYEAR:
-                    self._len = total
-                    return
-                ii.rebuild(year, month)
-            elif freq == MONTHLY:
-                month += interval
-                if month > 12:
-                    div, mod = divmod(month, 12)
-                    month = mod
-                    year += div
-                    if month == 0:
-                        month = 12
-                        year -= 1
-                    if year > datetime.MAXYEAR:
-                        self._len = total
-                        return
-                ii.rebuild(year, month)
-            elif freq == WEEKLY:
-                if wkst > weekday:
-                    day += -(weekday+1+(6-wkst))+self._interval*7
-                else:
-                    day += -(weekday-wkst)+self._interval*7
-                weekday = wkst
-                fixday = True
-            elif freq == DAILY:
-                day += interval
-                fixday = True
-            elif freq == HOURLY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    hour += ((23-hour)//interval)*interval
-
-                if byhour:
-                    ndays, hour = self.__mod_distance(value=hour,
-                                                      byxxx=self._byhour,
-                                                      base=24)
-                else:
-                    ndays, hour = divmod(hour+interval, 24)
-
-                if ndays:
-                    day += ndays
-                    fixday = True
-
-                timeset = gettimeset(hour, minute, second)
-            elif freq == MINUTELY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    minute += ((1439-(hour*60+minute))//interval)*interval
-
-                valid = False
-                rep_rate = (24*60)
-                for j in range(rep_rate // gcd(interval, rep_rate)):
-                    if byminute:
-                        nhours, minute = \
-                            self.__mod_distance(value=minute,
-                                                byxxx=self._byminute,
-                                                base=60)
-                    else:
-                        nhours, minute = divmod(minute+interval, 60)
-
-                    div, hour = divmod(hour+nhours, 24)
-                    if div:
-                        day += div
-                        fixday = True
-                        filtered = False
-
-                    if not byhour or hour in byhour:
-                        valid = True
-                        break
-
-                if not valid:
-                    raise ValueError('Invalid combination of interval and ' +
-                                     'byhour resulting in empty rule.')
-
-                timeset = gettimeset(hour, minute, second)
-            elif freq == SECONDLY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    second += (((86399 - (hour * 3600 + minute * 60 + second))
-                                // interval) * interval)
-
-                rep_rate = (24 * 3600)
-                valid = False
-                for j in range(0, rep_rate // gcd(interval, rep_rate)):
-                    if bysecond:
-                        nminutes, second = \
-                            self.__mod_distance(value=second,
-                                                byxxx=self._bysecond,
-                                                base=60)
-                    else:
-                        nminutes, second = divmod(second+interval, 60)
-
-                    div, minute = divmod(minute+nminutes, 60)
-                    if div:
-                        hour += div
-                        div, hour = divmod(hour, 24)
-                        if div:
-                            day += div
-                            fixday = True
-
-                    if ((not byhour or hour in byhour) and
-                            (not byminute or minute in byminute) and
-                            (not bysecond or second in bysecond)):
-                        valid = True
-                        break
-
-                if not valid:
-                    raise ValueError('Invalid combination of interval, ' +
-                                     'byhour and byminute resulting in empty' +
-                                     ' rule.')
-
-                timeset = gettimeset(hour, minute, second)
-
-            if fixday and day > 28:
-                daysinmonth = calendar.monthrange(year, month)[1]
-                if day > daysinmonth:
-                    while day > daysinmonth:
-                        day -= daysinmonth
-                        month += 1
-                        if month == 13:
-                            month = 1
-                            year += 1
-                            if year > datetime.MAXYEAR:
-                                self._len = total
-                                return
-                        daysinmonth = calendar.monthrange(year, month)[1]
-                    ii.rebuild(year, month)
-
-    def __construct_byset(self, start, byxxx, base):
-        """
-        If a `BYXXX` sequence is passed to the constructor at the same level as
-        `FREQ` (e.g. `FREQ=HOURLY,BYHOUR={2,4,7},INTERVAL=3`), there are some
-        specifications which cannot be reached given some starting conditions.
-
-        This occurs whenever the interval is not coprime with the base of a
-        given unit and the difference between the starting position and the
-        ending position is not coprime with the greatest common denominator
-        between the interval and the base. For example, with a FREQ of hourly
-        starting at 17:00 and an interval of 4, the only valid values for
-        BYHOUR would be {21, 1, 5, 9, 13, 17}, because 4 and 24 are not
-        coprime.
-
-        :param start:
-            Specifies the starting position.
-        :param byxxx:
-            An iterable containing the list of allowed values.
-        :param base:
-            The largest allowable value for the specified frequency (e.g.
-            24 hours, 60 minutes).
-
-        This does not preserve the type of the iterable, returning a set, since
-        the values should be unique and the order is irrelevant, this will
-        speed up later lookups.
-
-        In the event of an empty set, raises a :exception:`ValueError`, as this
-        results in an empty rrule.
-        """
-
-        cset = set()
-
-        # Support a single byxxx value.
-        if isinstance(byxxx, integer_types):
-            byxxx = (byxxx, )
-
-        for num in byxxx:
-            i_gcd = gcd(self._interval, base)
-            # Use divmod rather than % because we need to wrap negative nums.
-            if i_gcd == 1 or divmod(num - start, i_gcd)[1] == 0:
-                cset.add(num)
-
-        if len(cset) == 0:
-            raise ValueError("Invalid rrule byxxx generates an empty set.")
-
-        return cset
-
-    def __mod_distance(self, value, byxxx, base):
-        """
-        Calculates the next value in a sequence where the `FREQ` parameter is
-        specified along with a `BYXXX` parameter at the same "level"
-        (e.g. `HOURLY` specified with `BYHOUR`).
-
-        :param value:
-            The old value of the component.
-        :param byxxx:
-            The `BYXXX` set, which should have been generated by
-            `rrule._construct_byset`, or something else which checks that a
-            valid rule is present.
-        :param base:
-            The largest allowable value for the specified frequency (e.g.
-            24 hours, 60 minutes).
-
-        If a valid value is not found after `base` iterations (the maximum
-        number before the sequence would start to repeat), this raises a
-        :exception:`ValueError`, as no valid values were found.
-
-        This returns a tuple of `divmod(n*interval, base)`, where `n` is the
-        smallest number of `interval` repetitions until the next specified
-        value in `byxxx` is found.
-        """
-        accumulator = 0
-        for ii in range(1, base + 1):
-            # Using divmod() over % to account for negative intervals
-            div, value = divmod(value + self._interval, base)
-            accumulator += div
-            if value in byxxx:
-                return (accumulator, value)
-
-
-class _iterinfo(object):
-    __slots__ = ["rrule", "lastyear", "lastmonth",
-                 "yearlen", "nextyearlen", "yearordinal", "yearweekday",
-                 "mmask", "mrange", "mdaymask", "nmdaymask",
-                 "wdaymask", "wnomask", "nwdaymask", "eastermask"]
-
-    def __init__(self, rrule):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-        self.rrule = rrule
-
-    def rebuild(self, year, month):
-        # Every mask is 7 days longer to handle cross-year weekly periods.
-        rr = self.rrule
-        if year != self.lastyear:
-            self.yearlen = 365 + calendar.isleap(year)
-            self.nextyearlen = 365 + calendar.isleap(year + 1)
-            firstyday = datetime.date(year, 1, 1)
-            self.yearordinal = firstyday.toordinal()
-            self.yearweekday = firstyday.weekday()
-
-            wday = datetime.date(year, 1, 1).weekday()
-            if self.yearlen == 365:
-                self.mmask = M365MASK
-                self.mdaymask = MDAY365MASK
-                self.nmdaymask = NMDAY365MASK
-                self.wdaymask = WDAYMASK[wday:]
-                self.mrange = M365RANGE
-            else:
-                self.mmask = M366MASK
-                self.mdaymask = MDAY366MASK
-                self.nmdaymask = NMDAY366MASK
-                self.wdaymask = WDAYMASK[wday:]
-                self.mrange = M366RANGE
-
-            if not rr._byweekno:
-                self.wnomask = None
-            else:
-                self.wnomask = [0]*(self.yearlen+7)
-                # no1wkst = firstwkst = self.wdaymask.index(rr._wkst)
-                no1wkst = firstwkst = (7-self.yearweekday+rr._wkst) % 7
-                if no1wkst >= 4:
-                    no1wkst = 0
-                    # Number of days in the year, plus the days we got
-                    # from last year.
-                    wyearlen = self.yearlen+(self.yearweekday-rr._wkst) % 7
-                else:
-                    # Number of days in the year, minus the days we
-                    # left in last year.
-                    wyearlen = self.yearlen-no1wkst
-                div, mod = divmod(wyearlen, 7)
-                numweeks = div+mod//4
-                for n in rr._byweekno:
-                    if n < 0:
-                        n += numweeks+1
-                    if not (0 < n <= numweeks):
-                        continue
-                    if n > 1:
-                        i = no1wkst+(n-1)*7
-                        if no1wkst != firstwkst:
-                            i -= 7-firstwkst
-                    else:
-                        i = no1wkst
-                    for j in range(7):
-                        self.wnomask[i] = 1
-                        i += 1
-                        if self.wdaymask[i] == rr._wkst:
-                            break
-                if 1 in rr._byweekno:
-                    # Check week number 1 of next year as well
-                    # TODO: Check -numweeks for next year.
-                    i = no1wkst+numweeks*7
-                    if no1wkst != firstwkst:
-                        i -= 7-firstwkst
-                    if i < self.yearlen:
-                        # If week starts in next year, we
-                        # don't care about it.
-                        for j in range(7):
-                            self.wnomask[i] = 1
-                            i += 1
-                            if self.wdaymask[i] == rr._wkst:
-                                break
-                if no1wkst:
-                    # Check last week number of last year as
-                    # well. If no1wkst is 0, either the year
-                    # started on week start, or week number 1
-                    # got days from last year, so there are no
-                    # days from last year's last week number in
-                    # this year.
-                    if -1 not in rr._byweekno:
-                        lyearweekday = datetime.date(year-1, 1, 1).weekday()
-                        lno1wkst = (7-lyearweekday+rr._wkst) % 7
-                        lyearlen = 365+calendar.isleap(year-1)
-                        if lno1wkst >= 4:
-                            lno1wkst = 0
-                            lnumweeks = 52+(lyearlen +
-                                            (lyearweekday-rr._wkst) % 7) % 7//4
-                        else:
-                            lnumweeks = 52+(self.yearlen-no1wkst) % 7//4
-                    else:
-                        lnumweeks = -1
-                    if lnumweeks in rr._byweekno:
-                        for i in range(no1wkst):
-                            self.wnomask[i] = 1
-
-        if (rr._bynweekday and (month != self.lastmonth or
-                                year != self.lastyear)):
-            ranges = []
-            if rr._freq == YEARLY:
-                if rr._bymonth:
-                    for month in rr._bymonth:
-                        ranges.append(self.mrange[month-1:month+1])
-                else:
-                    ranges = [(0, self.yearlen)]
-            elif rr._freq == MONTHLY:
-                ranges = [self.mrange[month-1:month+1]]
-            if ranges:
-                # Weekly frequency won't get here, so we may not
-                # care about cross-year weekly periods.
-                self.nwdaymask = [0]*self.yearlen
-                for first, last in ranges:
-                    last -= 1
-                    for wday, n in rr._bynweekday:
-                        if n < 0:
-                            i = last+(n+1)*7
-                            i -= (self.wdaymask[i]-wday) % 7
-                        else:
-                            i = first+(n-1)*7
-                            i += (7-self.wdaymask[i]+wday) % 7
-                        if first <= i <= last:
-                            self.nwdaymask[i] = 1
-
-        if rr._byeaster:
-            self.eastermask = [0]*(self.yearlen+7)
-            eyday = easter.easter(year).toordinal()-self.yearordinal
-            for offset in rr._byeaster:
-                self.eastermask[eyday+offset] = 1
-
-        self.lastyear = year
-        self.lastmonth = month
-
-    def ydayset(self, year, month, day):
-        return list(range(self.yearlen)), 0, self.yearlen
-
-    def mdayset(self, year, month, day):
-        dset = [None]*self.yearlen
-        start, end = self.mrange[month-1:month+1]
-        for i in range(start, end):
-            dset[i] = i
-        return dset, start, end
-
-    def wdayset(self, year, month, day):
-        # We need to handle cross-year weeks here.
-        dset = [None]*(self.yearlen+7)
-        i = datetime.date(year, month, day).toordinal()-self.yearordinal
-        start = i
-        for j in range(7):
-            dset[i] = i
-            i += 1
-            # if (not (0 <= i < self.yearlen) or
-            #    self.wdaymask[i] == self.rrule._wkst):
-            # This will cross the year boundary, if necessary.
-            if self.wdaymask[i] == self.rrule._wkst:
-                break
-        return dset, start, i
-
-    def ddayset(self, year, month, day):
-        dset = [None] * self.yearlen
-        i = datetime.date(year, month, day).toordinal() - self.yearordinal
-        dset[i] = i
-        return dset, i, i + 1
-
-    def htimeset(self, hour, minute, second):
-        tset = []
-        rr = self.rrule
-        for minute in rr._byminute:
-            for second in rr._bysecond:
-                tset.append(datetime.time(hour, minute, second,
-                                          tzinfo=rr._tzinfo))
-        tset.sort()
-        return tset
-
-    def mtimeset(self, hour, minute, second):
-        tset = []
-        rr = self.rrule
-        for second in rr._bysecond:
-            tset.append(datetime.time(hour, minute, second, tzinfo=rr._tzinfo))
-        tset.sort()
-        return tset
-
-    def stimeset(self, hour, minute, second):
-        return (datetime.time(hour, minute, second,
-                tzinfo=self.rrule._tzinfo),)
-
-
-class rruleset(rrulebase):
-    """ The rruleset type allows more complex recurrence setups, mixing
-    multiple rules, dates, exclusion rules, and exclusion dates. The type
-    constructor takes the following keyword arguments:
-
-    :param cache: If True, caching of results will be enabled, improving
-                  performance of multiple queries considerably. """
-
-    class _genitem(object):
-        def __init__(self, genlist, gen):
-            try:
-                self.dt = advance_iterator(gen)
-                genlist.append(self)
-            except StopIteration:
-                pass
-            self.genlist = genlist
-            self.gen = gen
-
-        def __next__(self):
-            try:
-                self.dt = advance_iterator(self.gen)
-            except StopIteration:
-                if self.genlist[0] is self:
-                    heapq.heappop(self.genlist)
-                else:
-                    self.genlist.remove(self)
-                    heapq.heapify(self.genlist)
-
-        next = __next__
-
-        def __lt__(self, other):
-            return self.dt < other.dt
-
-        def __gt__(self, other):
-            return self.dt > other.dt
-
-        def __eq__(self, other):
-            return self.dt == other.dt
-
-        def __ne__(self, other):
-            return self.dt != other.dt
-
-    def __init__(self, cache=False):
-        super(rruleset, self).__init__(cache)
-        self._rrule = []
-        self._rdate = []
-        self._exrule = []
-        self._exdate = []
-
-    @_invalidates_cache
-    def rrule(self, rrule):
-        """ Include the given :py:class:`rrule` instance in the recurrence set
-            generation. """
-        self._rrule.append(rrule)
-
-    @_invalidates_cache
-    def rdate(self, rdate):
-        """ Include the given :py:class:`datetime` instance in the recurrence
-            set generation. """
-        self._rdate.append(rdate)
-
-    @_invalidates_cache
-    def exrule(self, exrule):
-        """ Include the given rrule instance in the recurrence set exclusion
-            list. Dates which are part of the given recurrence rules will not
-            be generated, even if some inclusive rrule or rdate matches them.
-        """
-        self._exrule.append(exrule)
-
-    @_invalidates_cache
-    def exdate(self, exdate):
-        """ Include the given datetime instance in the recurrence set
-            exclusion list. Dates included that way will not be generated,
-            even if some inclusive rrule or rdate matches them. """
-        self._exdate.append(exdate)
-
-    def _iter(self):
-        rlist = []
-        self._rdate.sort()
-        self._genitem(rlist, iter(self._rdate))
-        for gen in [iter(x) for x in self._rrule]:
-            self._genitem(rlist, gen)
-        exlist = []
-        self._exdate.sort()
-        self._genitem(exlist, iter(self._exdate))
-        for gen in [iter(x) for x in self._exrule]:
-            self._genitem(exlist, gen)
-        lastdt = None
-        total = 0
-        heapq.heapify(rlist)
-        heapq.heapify(exlist)
-        while rlist:
-            ritem = rlist[0]
-            if not lastdt or lastdt != ritem.dt:
-                while exlist and exlist[0] < ritem:
-                    exitem = exlist[0]
-                    advance_iterator(exitem)
-                    if exlist and exlist[0] is exitem:
-                        heapq.heapreplace(exlist, exitem)
-                if not exlist or ritem != exlist[0]:
-                    total += 1
-                    yield ritem.dt
-                lastdt = ritem.dt
-            advance_iterator(ritem)
-            if rlist and rlist[0] is ritem:
-                heapq.heapreplace(rlist, ritem)
-        self._len = total
-
-
-
-
-class _rrulestr(object):
-    """ Parses a string representation of a recurrence rule or set of
-    recurrence rules.
-
-    :param s:
-        Required, a string defining one or more recurrence rules.
-
-    :param dtstart:
-        If given, used as the default recurrence start if not specified in the
-        rule string.
-
-    :param cache:
-        If set ``True`` caching of results will be enabled, improving
-        performance of multiple queries considerably.
-
-    :param unfold:
-        If set ``True`` indicates that a rule string is split over more
-        than one line and should be joined before processing.
-
-    :param forceset:
-        If set ``True`` forces a :class:`dateutil.rrule.rruleset` to
-        be returned.
-
-    :param compatible:
-        If set ``True`` forces ``unfold`` and ``forceset`` to be ``True``.
-
-    :param ignoretz:
-        If set ``True``, time zones in parsed strings are ignored and a naive
-        :class:`datetime.datetime` object is returned.
-
-    :param tzids:
-        If given, a callable or mapping used to retrieve a
-        :class:`datetime.tzinfo` from a string representation.
-        Defaults to :func:`dateutil.tz.gettz`.
-
-    :param tzinfos:
-        Additional time zone names / aliases which may be present in a string
-        representation.  See :func:`dateutil.parser.parse` for more
-        information.
-
-    :return:
-        Returns a :class:`dateutil.rrule.rruleset` or
-        :class:`dateutil.rrule.rrule`
-    """
-
-    _freq_map = {"YEARLY": YEARLY,
-                 "MONTHLY": MONTHLY,
-                 "WEEKLY": WEEKLY,
-                 "DAILY": DAILY,
-                 "HOURLY": HOURLY,
-                 "MINUTELY": MINUTELY,
-                 "SECONDLY": SECONDLY}
-
-    _weekday_map = {"MO": 0, "TU": 1, "WE": 2, "TH": 3,
-                    "FR": 4, "SA": 5, "SU": 6}
-
-    def _handle_int(self, rrkwargs, name, value, **kwargs):
-        rrkwargs[name.lower()] = int(value)
-
-    def _handle_int_list(self, rrkwargs, name, value, **kwargs):
-        rrkwargs[name.lower()] = [int(x) for x in value.split(',')]
-
-    _handle_INTERVAL = _handle_int
-    _handle_COUNT = _handle_int
-    _handle_BYSETPOS = _handle_int_list
-    _handle_BYMONTH = _handle_int_list
-    _handle_BYMONTHDAY = _handle_int_list
-    _handle_BYYEARDAY = _handle_int_list
-    _handle_BYEASTER = _handle_int_list
-    _handle_BYWEEKNO = _handle_int_list
-    _handle_BYHOUR = _handle_int_list
-    _handle_BYMINUTE = _handle_int_list
-    _handle_BYSECOND = _handle_int_list
-
-    def _handle_FREQ(self, rrkwargs, name, value, **kwargs):
-        rrkwargs["freq"] = self._freq_map[value]
-
-    def _handle_UNTIL(self, rrkwargs, name, value, **kwargs):
-        global parser
-        if not parser:
-            from dateutil import parser
-        try:
-            rrkwargs["until"] = parser.parse(value,
-                                             ignoretz=kwargs.get("ignoretz"),
-                                             tzinfos=kwargs.get("tzinfos"))
-        except ValueError:
-            raise ValueError("invalid until date")
-
-    def _handle_WKST(self, rrkwargs, name, value, **kwargs):
-        rrkwargs["wkst"] = self._weekday_map[value]
-
-    def _handle_BYWEEKDAY(self, rrkwargs, name, value, **kwargs):
-        """
-        Two ways to specify this: +1MO or MO(+1)
-        """
-        l = []
-        for wday in value.split(','):
-            if '(' in wday:
-                # If it's of the form TH(+1), etc.
-                splt = wday.split('(')
-                w = splt[0]
-                n = int(splt[1][:-1])
-            elif len(wday):
-                # If it's of the form +1MO
-                for i in range(len(wday)):
-                    if wday[i] not in '+-0123456789':
-                        break
-                n = wday[:i] or None
-                w = wday[i:]
-                if n:
-                    n = int(n)
-            else:
-                raise ValueError("Invalid (empty) BYDAY specification.")
-
-            l.append(weekdays[self._weekday_map[w]](n))
-        rrkwargs["byweekday"] = l
-
-    _handle_BYDAY = _handle_BYWEEKDAY
-
-    def _parse_rfc_rrule(self, line,
-                         dtstart=None,
-                         cache=False,
-                         ignoretz=False,
-                         tzinfos=None):
-        if line.find(':') != -1:
-            name, value = line.split(':')
-            if name != "RRULE":
-                raise ValueError("unknown parameter name")
-        else:
-            value = line
-        rrkwargs = {}
-        for pair in value.split(';'):
-            name, value = pair.split('=')
-            name = name.upper()
-            value = value.upper()
-            try:
-                getattr(self, "_handle_"+name)(rrkwargs, name, value,
-                                               ignoretz=ignoretz,
-                                               tzinfos=tzinfos)
-            except AttributeError:
-                raise ValueError("unknown parameter '%s'" % name)
-            except (KeyError, ValueError):
-                raise ValueError("invalid '%s': %s" % (name, value))
-        return rrule(dtstart=dtstart, cache=cache, **rrkwargs)
-
-    def _parse_date_value(self, date_value, parms, rule_tzids,
-                          ignoretz, tzids, tzinfos):
-        global parser
-        if not parser:
-            from dateutil import parser
-
-        datevals = []
-        value_found = False
-        TZID = None
-
-        for parm in parms:
-            if parm.startswith("TZID="):
-                try:
-                    tzkey = rule_tzids[parm.split('TZID=')[-1]]
-                except KeyError:
-                    continue
-                if tzids is None:
-                    from . import tz
-                    tzlookup = tz.gettz
-                elif callable(tzids):
-                    tzlookup = tzids
-                else:
-                    tzlookup = getattr(tzids, 'get', None)
-                    if tzlookup is None:
-                        msg = ('tzids must be a callable, mapping, or None, '
-                               'not %s' % tzids)
-                        raise ValueError(msg)
-
-                TZID = tzlookup(tzkey)
-                continue
-
-            # RFC 5445 3.8.2.4: The VALUE parameter is optional, but may be found
-            # only once.
-            if parm not in {"VALUE=DATE-TIME", "VALUE=DATE"}:
-                raise ValueError("unsupported parm: " + parm)
-            else:
-                if value_found:
-                    msg = ("Duplicate value parameter found in: " + parm)
-                    raise ValueError(msg)
-                value_found = True
-
-        for datestr in date_value.split(','):
-            date = parser.parse(datestr, ignoretz=ignoretz, tzinfos=tzinfos)
-            if TZID is not None:
-                if date.tzinfo is None:
-                    date = date.replace(tzinfo=TZID)
-                else:
-                    raise ValueError('DTSTART/EXDATE specifies multiple timezone')
-            datevals.append(date)
-
-        return datevals
-
-    def _parse_rfc(self, s,
-                   dtstart=None,
-                   cache=False,
-                   unfold=False,
-                   forceset=False,
-                   compatible=False,
-                   ignoretz=False,
-                   tzids=None,
-                   tzinfos=None):
-        global parser
-        if compatible:
-            forceset = True
-            unfold = True
-
-        TZID_NAMES = dict(map(
-            lambda x: (x.upper(), x),
-            re.findall('TZID=(?P<name>[^:]+):', s)
-        ))
-        s = s.upper()
-        if not s.strip():
-            raise ValueError("empty string")
-        if unfold:
-            lines = s.splitlines()
-            i = 0
-            while i < len(lines):
-                line = lines[i].rstrip()
-                if not line:
-                    del lines[i]
-                elif i > 0 and line[0] == " ":
-                    lines[i-1] += line[1:]
-                    del lines[i]
-                else:
-                    i += 1
-        else:
-            lines = s.split()
-        if (not forceset and len(lines) == 1 and (s.find(':') == -1 or
-                                                  s.startswith('RRULE:'))):
-            return self._parse_rfc_rrule(lines[0], cache=cache,
-                                         dtstart=dtstart, ignoretz=ignoretz,
-                                         tzinfos=tzinfos)
-        else:
-            rrulevals = []
-            rdatevals = []
-            exrulevals = []
-            exdatevals = []
-            for line in lines:
-                if not line:
-                    continue
-                if line.find(':') == -1:
-                    name = "RRULE"
-                    value = line
-                else:
-                    name, value = line.split(':', 1)
-                parms = name.split(';')
-                if not parms:
-                    raise ValueError("empty property name")
-                name = parms[0]
-                parms = parms[1:]
-                if name == "RRULE":
-                    for parm in parms:
-                        raise ValueError("unsupported RRULE parm: "+parm)
-                    rrulevals.append(value)
-                elif name == "RDATE":
-                    for parm in parms:
-                        if parm != "VALUE=DATE-TIME":
-                            raise ValueError("unsupported RDATE parm: "+parm)
-                    rdatevals.append(value)
-                elif name == "EXRULE":
-                    for parm in parms:
-                        raise ValueError("unsupported EXRULE parm: "+parm)
-                    exrulevals.append(value)
-                elif name == "EXDATE":
-                    exdatevals.extend(
-                        self._parse_date_value(value, parms,
-                                               TZID_NAMES, ignoretz,
-                                               tzids, tzinfos)
-                    )
-                elif name == "DTSTART":
-                    dtvals = self._parse_date_value(value, parms, TZID_NAMES,
-                                                    ignoretz, tzids, tzinfos)
-                    if len(dtvals) != 1:
-                        raise ValueError("Multiple DTSTART values specified:" +
-                                         value)
-                    dtstart = dtvals[0]
-                else:
-                    raise ValueError("unsupported property: "+name)
-            if (forceset or len(rrulevals) > 1 or rdatevals
-                    or exrulevals or exdatevals):
-                if not parser and (rdatevals or exdatevals):
-                    from dateutil import parser
-                rset = rruleset(cache=cache)
-                for value in rrulevals:
-                    rset.rrule(self._parse_rfc_rrule(value, dtstart=dtstart,
-                                                     ignoretz=ignoretz,
-                                                     tzinfos=tzinfos))
-                for value in rdatevals:
-                    for datestr in value.split(','):
-                        rset.rdate(parser.parse(datestr,
-                                                ignoretz=ignoretz,
-                                                tzinfos=tzinfos))
-                for value in exrulevals:
-                    rset.exrule(self._parse_rfc_rrule(value, dtstart=dtstart,
-                                                      ignoretz=ignoretz,
-                                                      tzinfos=tzinfos))
-                for value in exdatevals:
-                    rset.exdate(value)
-                if compatible and dtstart:
-                    rset.rdate(dtstart)
-                return rset
-            else:
-                return self._parse_rfc_rrule(rrulevals[0],
-                                             dtstart=dtstart,
-                                             cache=cache,
-                                             ignoretz=ignoretz,
-                                             tzinfos=tzinfos)
-
-    def __call__(self, s, **kwargs):
-        return self._parse_rfc(s, **kwargs)
-
-
-rrulestr = _rrulestr()
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
deleted file mode 100644
index af1352c47..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
+++ /dev/null
@@ -1,12 +0,0 @@
-# -*- coding: utf-8 -*-
-from .tz import *
-from .tz import __doc__
-
-__all__ = ["tzutc", "tzoffset", "tzlocal", "tzfile", "tzrange",
-           "tzstr", "tzical", "tzwin", "tzwinlocal", "gettz",
-           "enfold", "datetime_ambiguous", "datetime_exists",
-           "resolve_imaginary", "UTC", "DeprecatedTzFormatWarning"]
-
-
-class DeprecatedTzFormatWarning(Warning):
-    """Warning raised when time zones are parsed from deprecated formats."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
deleted file mode 100644
index e6ac11831..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
+++ /dev/null
@@ -1,419 +0,0 @@
-from six import PY2
-
-from functools import wraps
-
-from datetime import datetime, timedelta, tzinfo
-
-
-ZERO = timedelta(0)
-
-__all__ = ['tzname_in_python2', 'enfold']
-
-
-def tzname_in_python2(namefunc):
-    """Change unicode output into bytestrings in Python 2
-
-    tzname() API changed in Python 3. It used to return bytes, but was changed
-    to unicode strings
-    """
-    if PY2:
-        @wraps(namefunc)
-        def adjust_encoding(*args, **kwargs):
-            name = namefunc(*args, **kwargs)
-            if name is not None:
-                name = name.encode()
-
-            return name
-
-        return adjust_encoding
-    else:
-        return namefunc
-
-
-# The following is adapted from Alexander Belopolsky's tz library
-# https://github.com/abalkin/tz
-if hasattr(datetime, 'fold'):
-    # This is the pre-python 3.6 fold situation
-    def enfold(dt, fold=1):
-        """
-        Provides a unified interface for assigning the ``fold`` attribute to
-        datetimes both before and after the implementation of PEP-495.
-
-        :param fold:
-            The value for the ``fold`` attribute in the returned datetime. This
-            should be either 0 or 1.
-
-        :return:
-            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
-            ``fold`` for all versions of Python. In versions prior to
-            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
-            subclass of :py:class:`datetime.datetime` with the ``fold``
-            attribute added, if ``fold`` is 1.
-
-        .. versionadded:: 2.6.0
-        """
-        return dt.replace(fold=fold)
-
-else:
-    class _DatetimeWithFold(datetime):
-        """
-        This is a class designed to provide a PEP 495-compliant interface for
-        Python versions before 3.6. It is used only for dates in a fold, so
-        the ``fold`` attribute is fixed at ``1``.
-
-        .. versionadded:: 2.6.0
-        """
-        __slots__ = ()
-
-        def replace(self, *args, **kwargs):
-            """
-            Return a datetime with the same attributes, except for those
-            attributes given new values by whichever keyword arguments are
-            specified. Note that tzinfo=None can be specified to create a naive
-            datetime from an aware datetime with no conversion of date and time
-            data.
-
-            This is reimplemented in ``_DatetimeWithFold`` because pypy3 will
-            return a ``datetime.datetime`` even if ``fold`` is unchanged.
-            """
-            argnames = (
-                'year', 'month', 'day', 'hour', 'minute', 'second',
-                'microsecond', 'tzinfo'
-            )
-
-            for arg, argname in zip(args, argnames):
-                if argname in kwargs:
-                    raise TypeError('Duplicate argument: {}'.format(argname))
-
-                kwargs[argname] = arg
-
-            for argname in argnames:
-                if argname not in kwargs:
-                    kwargs[argname] = getattr(self, argname)
-
-            dt_class = self.__class__ if kwargs.get('fold', 1) else datetime
-
-            return dt_class(**kwargs)
-
-        @property
-        def fold(self):
-            return 1
-
-    def enfold(dt, fold=1):
-        """
-        Provides a unified interface for assigning the ``fold`` attribute to
-        datetimes both before and after the implementation of PEP-495.
-
-        :param fold:
-            The value for the ``fold`` attribute in the returned datetime. This
-            should be either 0 or 1.
-
-        :return:
-            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
-            ``fold`` for all versions of Python. In versions prior to
-            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
-            subclass of :py:class:`datetime.datetime` with the ``fold``
-            attribute added, if ``fold`` is 1.
-
-        .. versionadded:: 2.6.0
-        """
-        if getattr(dt, 'fold', 0) == fold:
-            return dt
-
-        args = dt.timetuple()[:6]
-        args += (dt.microsecond, dt.tzinfo)
-
-        if fold:
-            return _DatetimeWithFold(*args)
-        else:
-            return datetime(*args)
-
-
-def _validate_fromutc_inputs(f):
-    """
-    The CPython version of ``fromutc`` checks that the input is a ``datetime``
-    object and that ``self`` is attached as its ``tzinfo``.
-    """
-    @wraps(f)
-    def fromutc(self, dt):
-        if not isinstance(dt, datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        return f(self, dt)
-
-    return fromutc
-
-
-class _tzinfo(tzinfo):
-    """
-    Base class for all ``dateutil`` ``tzinfo`` objects.
-    """
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-
-        dt = dt.replace(tzinfo=self)
-
-        wall_0 = enfold(dt, fold=0)
-        wall_1 = enfold(dt, fold=1)
-
-        same_offset = wall_0.utcoffset() == wall_1.utcoffset()
-        same_dt = wall_0.replace(tzinfo=None) == wall_1.replace(tzinfo=None)
-
-        return same_dt and not same_offset
-
-    def _fold_status(self, dt_utc, dt_wall):
-        """
-        Determine the fold status of a "wall" datetime, given a representation
-        of the same datetime as a (naive) UTC datetime. This is calculated based
-        on the assumption that ``dt.utcoffset() - dt.dst()`` is constant for all
-        datetimes, and that this offset is the actual number of hours separating
-        ``dt_utc`` and ``dt_wall``.
-
-        :param dt_utc:
-            Representation of the datetime as UTC
-
-        :param dt_wall:
-            Representation of the datetime as "wall time". This parameter must
-            either have a `fold` attribute or have a fold-naive
-            :class:`datetime.tzinfo` attached, otherwise the calculation may
-            fail.
-        """
-        if self.is_ambiguous(dt_wall):
-            delta_wall = dt_wall - dt_utc
-            _fold = int(delta_wall == (dt_utc.utcoffset() - dt_utc.dst()))
-        else:
-            _fold = 0
-
-        return _fold
-
-    def _fold(self, dt):
-        return getattr(dt, 'fold', 0)
-
-    def _fromutc(self, dt):
-        """
-        Given a timezone-aware datetime in a given timezone, calculates a
-        timezone-aware datetime in a new timezone.
-
-        Since this is the one time that we *know* we have an unambiguous
-        datetime object, we take this opportunity to determine whether the
-        datetime is ambiguous and in a "fold" state (e.g. if it's the first
-        occurrence, chronologically, of the ambiguous datetime).
-
-        :param dt:
-            A timezone-aware :class:`datetime.datetime` object.
-        """
-
-        # Re-implement the algorithm from Python's datetime.py
-        dtoff = dt.utcoffset()
-        if dtoff is None:
-            raise ValueError("fromutc() requires a non-None utcoffset() "
-                             "result")
-
-        # The original datetime.py code assumes that `dst()` defaults to
-        # zero during ambiguous times. PEP 495 inverts this presumption, so
-        # for pre-PEP 495 versions of python, we need to tweak the algorithm.
-        dtdst = dt.dst()
-        if dtdst is None:
-            raise ValueError("fromutc() requires a non-None dst() result")
-        delta = dtoff - dtdst
-
-        dt += delta
-        # Set fold=1 so we can default to being in the fold for
-        # ambiguous dates.
-        dtdst = enfold(dt, fold=1).dst()
-        if dtdst is None:
-            raise ValueError("fromutc(): dt.dst gave inconsistent "
-                             "results; cannot convert")
-        return dt + dtdst
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        """
-        Given a timezone-aware datetime in a given timezone, calculates a
-        timezone-aware datetime in a new timezone.
-
-        Since this is the one time that we *know* we have an unambiguous
-        datetime object, we take this opportunity to determine whether the
-        datetime is ambiguous and in a "fold" state (e.g. if it's the first
-        occurrence, chronologically, of the ambiguous datetime).
-
-        :param dt:
-            A timezone-aware :class:`datetime.datetime` object.
-        """
-        dt_wall = self._fromutc(dt)
-
-        # Calculate the fold status given the two datetimes.
-        _fold = self._fold_status(dt, dt_wall)
-
-        # Set the default fold value for ambiguous dates
-        return enfold(dt_wall, fold=_fold)
-
-
-class tzrangebase(_tzinfo):
-    """
-    This is an abstract base class for time zones represented by an annual
-    transition into and out of DST. Child classes should implement the following
-    methods:
-
-        * ``__init__(self, *args, **kwargs)``
-        * ``transitions(self, year)`` - this is expected to return a tuple of
-          datetimes representing the DST on and off transitions in standard
-          time.
-
-    A fully initialized ``tzrangebase`` subclass should also provide the
-    following attributes:
-        * ``hasdst``: Boolean whether or not the zone uses DST.
-        * ``_dst_offset`` / ``_std_offset``: :class:`datetime.timedelta` objects
-          representing the respective UTC offsets.
-        * ``_dst_abbr`` / ``_std_abbr``: Strings representing the timezone short
-          abbreviations in DST and STD, respectively.
-        * ``_hasdst``: Whether or not the zone has DST.
-
-    .. versionadded:: 2.6.0
-    """
-    def __init__(self):
-        raise NotImplementedError('tzrangebase is an abstract base class')
-
-    def utcoffset(self, dt):
-        isdst = self._isdst(dt)
-
-        if isdst is None:
-            return None
-        elif isdst:
-            return self._dst_offset
-        else:
-            return self._std_offset
-
-    def dst(self, dt):
-        isdst = self._isdst(dt)
-
-        if isdst is None:
-            return None
-        elif isdst:
-            return self._dst_base_offset
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        if self._isdst(dt):
-            return self._dst_abbr
-        else:
-            return self._std_abbr
-
-    def fromutc(self, dt):
-        """ Given a datetime in UTC, return local time """
-        if not isinstance(dt, datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        # Get transitions - if there are none, fixed offset
-        transitions = self.transitions(dt.year)
-        if transitions is None:
-            return dt + self.utcoffset(dt)
-
-        # Get the transition times in UTC
-        dston, dstoff = transitions
-
-        dston -= self._std_offset
-        dstoff -= self._std_offset
-
-        utc_transitions = (dston, dstoff)
-        dt_utc = dt.replace(tzinfo=None)
-
-        isdst = self._naive_isdst(dt_utc, utc_transitions)
-
-        if isdst:
-            dt_wall = dt + self._dst_offset
-        else:
-            dt_wall = dt + self._std_offset
-
-        _fold = int(not isdst and self.is_ambiguous(dt_wall))
-
-        return enfold(dt_wall, fold=_fold)
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        if not self.hasdst:
-            return False
-
-        start, end = self.transitions(dt.year)
-
-        dt = dt.replace(tzinfo=None)
-        return (end <= dt < end + self._dst_base_offset)
-
-    def _isdst(self, dt):
-        if not self.hasdst:
-            return False
-        elif dt is None:
-            return None
-
-        transitions = self.transitions(dt.year)
-
-        if transitions is None:
-            return False
-
-        dt = dt.replace(tzinfo=None)
-
-        isdst = self._naive_isdst(dt, transitions)
-
-        # Handle ambiguous dates
-        if not isdst and self.is_ambiguous(dt):
-            return not self._fold(dt)
-        else:
-            return isdst
-
-    def _naive_isdst(self, dt, transitions):
-        dston, dstoff = transitions
-
-        dt = dt.replace(tzinfo=None)
-
-        if dston < dstoff:
-            isdst = dston <= dt < dstoff
-        else:
-            isdst = not dstoff <= dt < dston
-
-        return isdst
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_offset - self._std_offset
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(...)" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
deleted file mode 100644
index f8a65891a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
+++ /dev/null
@@ -1,80 +0,0 @@
-from datetime import timedelta
-import weakref
-from collections import OrderedDict
-
-from six.moves import _thread
-
-
-class _TzSingleton(type):
-    def __init__(cls, *args, **kwargs):
-        cls.__instance = None
-        super(_TzSingleton, cls).__init__(*args, **kwargs)
-
-    def __call__(cls):
-        if cls.__instance is None:
-            cls.__instance = super(_TzSingleton, cls).__call__()
-        return cls.__instance
-
-
-class _TzFactory(type):
-    def instance(cls, *args, **kwargs):
-        """Alternate constructor that returns a fresh instance"""
-        return type.__call__(cls, *args, **kwargs)
-
-
-class _TzOffsetFactory(_TzFactory):
-    def __init__(cls, *args, **kwargs):
-        cls.__instances = weakref.WeakValueDictionary()
-        cls.__strong_cache = OrderedDict()
-        cls.__strong_cache_size = 8
-
-        cls._cache_lock = _thread.allocate_lock()
-
-    def __call__(cls, name, offset):
-        if isinstance(offset, timedelta):
-            key = (name, offset.total_seconds())
-        else:
-            key = (name, offset)
-
-        instance = cls.__instances.get(key, None)
-        if instance is None:
-            instance = cls.__instances.setdefault(key,
-                                                  cls.instance(name, offset))
-
-        # This lock may not be necessary in Python 3. See GH issue #901
-        with cls._cache_lock:
-            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
-
-            # Remove an item if the strong cache is overpopulated
-            if len(cls.__strong_cache) > cls.__strong_cache_size:
-                cls.__strong_cache.popitem(last=False)
-
-        return instance
-
-
-class _TzStrFactory(_TzFactory):
-    def __init__(cls, *args, **kwargs):
-        cls.__instances = weakref.WeakValueDictionary()
-        cls.__strong_cache = OrderedDict()
-        cls.__strong_cache_size = 8
-
-        cls.__cache_lock = _thread.allocate_lock()
-
-    def __call__(cls, s, posix_offset=False):
-        key = (s, posix_offset)
-        instance = cls.__instances.get(key, None)
-
-        if instance is None:
-            instance = cls.__instances.setdefault(key,
-                cls.instance(s, posix_offset))
-
-        # This lock may not be necessary in Python 3. See GH issue #901
-        with cls.__cache_lock:
-            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
-
-            # Remove an item if the strong cache is overpopulated
-            if len(cls.__strong_cache) > cls.__strong_cache_size:
-                cls.__strong_cache.popitem(last=False)
-
-        return instance
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
deleted file mode 100644
index 617591446..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
+++ /dev/null
@@ -1,1849 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers timezone implementations subclassing the abstract
-:py:class:`datetime.tzinfo` type. There are classes to handle tzfile format
-files (usually are in :file:`/etc/localtime`, :file:`/usr/share/zoneinfo`,
-etc), TZ environment string (in all known formats), given ranges (with help
-from relative deltas), local machine timezone, fixed offset timezone, and UTC
-timezone.
-"""
-import datetime
-import struct
-import time
-import sys
-import os
-import bisect
-import weakref
-from collections import OrderedDict
-
-import six
-from six import string_types
-from six.moves import _thread
-from ._common import tzname_in_python2, _tzinfo
-from ._common import tzrangebase, enfold
-from ._common import _validate_fromutc_inputs
-
-from ._factories import _TzSingleton, _TzOffsetFactory
-from ._factories import _TzStrFactory
-try:
-    from .win import tzwin, tzwinlocal
-except ImportError:
-    tzwin = tzwinlocal = None
-
-# For warning about rounding tzinfo
-from warnings import warn
-
-ZERO = datetime.timedelta(0)
-EPOCH = datetime.datetime(1970, 1, 1, 0, 0)
-EPOCHORDINAL = EPOCH.toordinal()
-
-
-@six.add_metaclass(_TzSingleton)
-class tzutc(datetime.tzinfo):
-    """
-    This is a tzinfo object that represents the UTC time zone.
-
-    **Examples:**
-
-    .. doctest::
-
-        >>> from datetime import *
-        >>> from dateutil.tz import *
-
-        >>> datetime.now()
-        datetime.datetime(2003, 9, 27, 9, 40, 1, 521290)
-
-        >>> datetime.now(tzutc())
-        datetime.datetime(2003, 9, 27, 12, 40, 12, 156379, tzinfo=tzutc())
-
-        >>> datetime.now(tzutc()).tzname()
-        'UTC'
-
-    .. versionchanged:: 2.7.0
-        ``tzutc()`` is now a singleton, so the result of ``tzutc()`` will
-        always return the same object.
-
-        .. doctest::
-
-            >>> from dateutil.tz import tzutc, UTC
-            >>> tzutc() is tzutc()
-            True
-            >>> tzutc() is UTC
-            True
-    """
-    def utcoffset(self, dt):
-        return ZERO
-
-    def dst(self, dt):
-        return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return "UTC"
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        return False
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        """
-        Fast track version of fromutc() returns the original ``dt`` object for
-        any valid :py:class:`datetime.datetime` object.
-        """
-        return dt
-
-    def __eq__(self, other):
-        if not isinstance(other, (tzutc, tzoffset)):
-            return NotImplemented
-
-        return (isinstance(other, tzutc) or
-                (isinstance(other, tzoffset) and other._offset == ZERO))
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s()" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
-
-
-#: Convenience constant providing a :class:`tzutc()` instance
-#:
-#: .. versionadded:: 2.7.0
-UTC = tzutc()
-
-
-@six.add_metaclass(_TzOffsetFactory)
-class tzoffset(datetime.tzinfo):
-    """
-    A simple class for representing a fixed offset from UTC.
-
-    :param name:
-        The timezone name, to be returned when ``tzname()`` is called.
-    :param offset:
-        The time zone offset in seconds, or (since version 2.6.0, represented
-        as a :py:class:`datetime.timedelta` object).
-    """
-    def __init__(self, name, offset):
-        self._name = name
-
-        try:
-            # Allow a timedelta
-            offset = offset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        self._offset = datetime.timedelta(seconds=_get_supported_offset(offset))
-
-    def utcoffset(self, dt):
-        return self._offset
-
-    def dst(self, dt):
-        return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._name
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        return dt + self._offset
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        return False
-
-    def __eq__(self, other):
-        if not isinstance(other, tzoffset):
-            return NotImplemented
-
-        return self._offset == other._offset
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(%s, %s)" % (self.__class__.__name__,
-                               repr(self._name),
-                               int(self._offset.total_seconds()))
-
-    __reduce__ = object.__reduce__
-
-
-class tzlocal(_tzinfo):
-    """
-    A :class:`tzinfo` subclass built around the ``time`` timezone functions.
-    """
-    def __init__(self):
-        super(tzlocal, self).__init__()
-
-        self._std_offset = datetime.timedelta(seconds=-time.timezone)
-        if time.daylight:
-            self._dst_offset = datetime.timedelta(seconds=-time.altzone)
-        else:
-            self._dst_offset = self._std_offset
-
-        self._dst_saved = self._dst_offset - self._std_offset
-        self._hasdst = bool(self._dst_saved)
-        self._tznames = tuple(time.tzname)
-
-    def utcoffset(self, dt):
-        if dt is None and self._hasdst:
-            return None
-
-        if self._isdst(dt):
-            return self._dst_offset
-        else:
-            return self._std_offset
-
-    def dst(self, dt):
-        if dt is None and self._hasdst:
-            return None
-
-        if self._isdst(dt):
-            return self._dst_offset - self._std_offset
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._tznames[self._isdst(dt)]
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        naive_dst = self._naive_is_dst(dt)
-        return (not naive_dst and
-                (naive_dst != self._naive_is_dst(dt - self._dst_saved)))
-
-    def _naive_is_dst(self, dt):
-        timestamp = _datetime_to_timestamp(dt)
-        return time.localtime(timestamp + time.timezone).tm_isdst
-
-    def _isdst(self, dt, fold_naive=True):
-        # We can't use mktime here. It is unstable when deciding if
-        # the hour near to a change is DST or not.
-        #
-        # timestamp = time.mktime((dt.year, dt.month, dt.day, dt.hour,
-        #                         dt.minute, dt.second, dt.weekday(), 0, -1))
-        # return time.localtime(timestamp).tm_isdst
-        #
-        # The code above yields the following result:
-        #
-        # >>> import tz, datetime
-        # >>> t = tz.tzlocal()
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRDT'
-        # >>> datetime.datetime(2003,2,16,0,tzinfo=t).tzname()
-        # 'BRST'
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRST'
-        # >>> datetime.datetime(2003,2,15,22,tzinfo=t).tzname()
-        # 'BRDT'
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRDT'
-        #
-        # Here is a more stable implementation:
-        #
-        if not self._hasdst:
-            return False
-
-        # Check for ambiguous times:
-        dstval = self._naive_is_dst(dt)
-        fold = getattr(dt, 'fold', None)
-
-        if self.is_ambiguous(dt):
-            if fold is not None:
-                return not self._fold(dt)
-            else:
-                return True
-
-        return dstval
-
-    def __eq__(self, other):
-        if isinstance(other, tzlocal):
-            return (self._std_offset == other._std_offset and
-                    self._dst_offset == other._dst_offset)
-        elif isinstance(other, tzutc):
-            return (not self._hasdst and
-                    self._tznames[0] in {'UTC', 'GMT'} and
-                    self._std_offset == ZERO)
-        elif isinstance(other, tzoffset):
-            return (not self._hasdst and
-                    self._tznames[0] == other._name and
-                    self._std_offset == other._offset)
-        else:
-            return NotImplemented
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s()" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
-
-
-class _ttinfo(object):
-    __slots__ = ["offset", "delta", "isdst", "abbr",
-                 "isstd", "isgmt", "dstoffset"]
-
-    def __init__(self):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-
-    def __repr__(self):
-        l = []
-        for attr in self.__slots__:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("%s=%s" % (attr, repr(value)))
-        return "%s(%s)" % (self.__class__.__name__, ", ".join(l))
-
-    def __eq__(self, other):
-        if not isinstance(other, _ttinfo):
-            return NotImplemented
-
-        return (self.offset == other.offset and
-                self.delta == other.delta and
-                self.isdst == other.isdst and
-                self.abbr == other.abbr and
-                self.isstd == other.isstd and
-                self.isgmt == other.isgmt and
-                self.dstoffset == other.dstoffset)
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __getstate__(self):
-        state = {}
-        for name in self.__slots__:
-            state[name] = getattr(self, name, None)
-        return state
-
-    def __setstate__(self, state):
-        for name in self.__slots__:
-            if name in state:
-                setattr(self, name, state[name])
-
-
-class _tzfile(object):
-    """
-    Lightweight class for holding the relevant transition and time zone
-    information read from binary tzfiles.
-    """
-    attrs = ['trans_list', 'trans_list_utc', 'trans_idx', 'ttinfo_list',
-             'ttinfo_std', 'ttinfo_dst', 'ttinfo_before', 'ttinfo_first']
-
-    def __init__(self, **kwargs):
-        for attr in self.attrs:
-            setattr(self, attr, kwargs.get(attr, None))
-
-
-class tzfile(_tzinfo):
-    """
-    This is a ``tzinfo`` subclass that allows one to use the ``tzfile(5)``
-    format timezone files to extract current and historical zone information.
-
-    :param fileobj:
-        This can be an opened file stream or a file name that the time zone
-        information can be read from.
-
-    :param filename:
-        This is an optional parameter specifying the source of the time zone
-        information in the event that ``fileobj`` is a file object. If omitted
-        and ``fileobj`` is a file stream, this parameter will be set either to
-        ``fileobj``'s ``name`` attribute or to ``repr(fileobj)``.
-
-    See `Sources for Time Zone and Daylight Saving Time Data
-    <https://data.iana.org/time-zones/tz-link.html>`_ for more information.
-    Time zone files can be compiled from the `IANA Time Zone database files
-    <https://www.iana.org/time-zones>`_ with the `zic time zone compiler
-    <https://www.freebsd.org/cgi/man.cgi?query=zic&sektion=8>`_
-
-    .. note::
-
-        Only construct a ``tzfile`` directly if you have a specific timezone
-        file on disk that you want to read into a Python ``tzinfo`` object.
-        If you want to get a ``tzfile`` representing a specific IANA zone,
-        (e.g. ``'America/New_York'``), you should call
-        :func:`dateutil.tz.gettz` with the zone identifier.
-
-
-    **Examples:**
-
-    Using the US Eastern time zone as an example, we can see that a ``tzfile``
-    provides time zone information for the standard Daylight Saving offsets:
-
-    .. testsetup:: tzfile
-
-        from dateutil.tz import gettz
-        from datetime import datetime
-
-    .. doctest:: tzfile
-
-        >>> NYC = gettz('America/New_York')
-        >>> NYC
-        tzfile('/usr/share/zoneinfo/America/New_York')
-
-        >>> print(datetime(2016, 1, 3, tzinfo=NYC))     # EST
-        2016-01-03 00:00:00-05:00
-
-        >>> print(datetime(2016, 7, 7, tzinfo=NYC))     # EDT
-        2016-07-07 00:00:00-04:00
-
-
-    The ``tzfile`` structure contains a fully history of the time zone,
-    so historical dates will also have the right offsets. For example, before
-    the adoption of the UTC standards, New York used local solar  mean time:
-
-    .. doctest:: tzfile
-
-       >>> print(datetime(1901, 4, 12, tzinfo=NYC))    # LMT
-       1901-04-12 00:00:00-04:56
-
-    And during World War II, New York was on "Eastern War Time", which was a
-    state of permanent daylight saving time:
-
-    .. doctest:: tzfile
-
-        >>> print(datetime(1944, 2, 7, tzinfo=NYC))    # EWT
-        1944-02-07 00:00:00-04:00
-
-    """
-
-    def __init__(self, fileobj, filename=None):
-        super(tzfile, self).__init__()
-
-        file_opened_here = False
-        if isinstance(fileobj, string_types):
-            self._filename = fileobj
-            fileobj = open(fileobj, 'rb')
-            file_opened_here = True
-        elif filename is not None:
-            self._filename = filename
-        elif hasattr(fileobj, "name"):
-            self._filename = fileobj.name
-        else:
-            self._filename = repr(fileobj)
-
-        if fileobj is not None:
-            if not file_opened_here:
-                fileobj = _nullcontext(fileobj)
-
-            with fileobj as file_stream:
-                tzobj = self._read_tzfile(file_stream)
-
-            self._set_tzdata(tzobj)
-
-    def _set_tzdata(self, tzobj):
-        """ Set the time zone data of this object from a _tzfile object """
-        # Copy the relevant attributes over as private attributes
-        for attr in _tzfile.attrs:
-            setattr(self, '_' + attr, getattr(tzobj, attr))
-
-    def _read_tzfile(self, fileobj):
-        out = _tzfile()
-
-        # From tzfile(5):
-        #
-        # The time zone information files used by tzset(3)
-        # begin with the magic characters "TZif" to identify
-        # them as time zone information files, followed by
-        # sixteen bytes reserved for future use, followed by
-        # six four-byte values of type long, written in a
-        # ``standard'' byte order (the high-order  byte
-        # of the value is written first).
-        if fileobj.read(4).decode() != "TZif":
-            raise ValueError("magic not found")
-
-        fileobj.read(16)
-
-        (
-            # The number of UTC/local indicators stored in the file.
-            ttisgmtcnt,
-
-            # The number of standard/wall indicators stored in the file.
-            ttisstdcnt,
-
-            # The number of leap seconds for which data is
-            # stored in the file.
-            leapcnt,
-
-            # The number of "transition times" for which data
-            # is stored in the file.
-            timecnt,
-
-            # The number of "local time types" for which data
-            # is stored in the file (must not be zero).
-            typecnt,
-
-            # The  number  of  characters  of "time zone
-            # abbreviation strings" stored in the file.
-            charcnt,
-
-        ) = struct.unpack(">6l", fileobj.read(24))
-
-        # The above header is followed by tzh_timecnt four-byte
-        # values  of  type long,  sorted  in ascending order.
-        # These values are written in ``standard'' byte order.
-        # Each is used as a transition time (as  returned  by
-        # time(2)) at which the rules for computing local time
-        # change.
-
-        if timecnt:
-            out.trans_list_utc = list(struct.unpack(">%dl" % timecnt,
-                                                    fileobj.read(timecnt*4)))
-        else:
-            out.trans_list_utc = []
-
-        # Next come tzh_timecnt one-byte values of type unsigned
-        # char; each one tells which of the different types of
-        # ``local time'' types described in the file is associated
-        # with the same-indexed transition time. These values
-        # serve as indices into an array of ttinfo structures that
-        # appears next in the file.
-
-        if timecnt:
-            out.trans_idx = struct.unpack(">%dB" % timecnt,
-                                          fileobj.read(timecnt))
-        else:
-            out.trans_idx = []
-
-        # Each ttinfo structure is written as a four-byte value
-        # for tt_gmtoff  of  type long,  in  a  standard  byte
-        # order, followed  by a one-byte value for tt_isdst
-        # and a one-byte  value  for  tt_abbrind.   In  each
-        # structure, tt_gmtoff  gives  the  number  of
-        # seconds to be added to UTC, tt_isdst tells whether
-        # tm_isdst should be set by  localtime(3),  and
-        # tt_abbrind serves  as an index into the array of
-        # time zone abbreviation characters that follow the
-        # ttinfo structure(s) in the file.
-
-        ttinfo = []
-
-        for i in range(typecnt):
-            ttinfo.append(struct.unpack(">lbb", fileobj.read(6)))
-
-        abbr = fileobj.read(charcnt).decode()
-
-        # Then there are tzh_leapcnt pairs of four-byte
-        # values, written in  standard byte  order;  the
-        # first  value  of  each pair gives the time (as
-        # returned by time(2)) at which a leap second
-        # occurs;  the  second  gives the  total  number of
-        # leap seconds to be applied after the given time.
-        # The pairs of values are sorted in ascending order
-        # by time.
-
-        # Not used, for now (but seek for correct file position)
-        if leapcnt:
-            fileobj.seek(leapcnt * 8, os.SEEK_CUR)
-
-        # Then there are tzh_ttisstdcnt standard/wall
-        # indicators, each stored as a one-byte value;
-        # they tell whether the transition times associated
-        # with local time types were specified as standard
-        # time or wall clock time, and are used when
-        # a time zone file is used in handling POSIX-style
-        # time zone environment variables.
-
-        if ttisstdcnt:
-            isstd = struct.unpack(">%db" % ttisstdcnt,
-                                  fileobj.read(ttisstdcnt))
-
-        # Finally, there are tzh_ttisgmtcnt UTC/local
-        # indicators, each stored as a one-byte value;
-        # they tell whether the transition times associated
-        # with local time types were specified as UTC or
-        # local time, and are used when a time zone file
-        # is used in handling POSIX-style time zone envi-
-        # ronment variables.
-
-        if ttisgmtcnt:
-            isgmt = struct.unpack(">%db" % ttisgmtcnt,
-                                  fileobj.read(ttisgmtcnt))
-
-        # Build ttinfo list
-        out.ttinfo_list = []
-        for i in range(typecnt):
-            gmtoff, isdst, abbrind = ttinfo[i]
-            gmtoff = _get_supported_offset(gmtoff)
-            tti = _ttinfo()
-            tti.offset = gmtoff
-            tti.dstoffset = datetime.timedelta(0)
-            tti.delta = datetime.timedelta(seconds=gmtoff)
-            tti.isdst = isdst
-            tti.abbr = abbr[abbrind:abbr.find('\x00', abbrind)]
-            tti.isstd = (ttisstdcnt > i and isstd[i] != 0)
-            tti.isgmt = (ttisgmtcnt > i and isgmt[i] != 0)
-            out.ttinfo_list.append(tti)
-
-        # Replace ttinfo indexes for ttinfo objects.
-        out.trans_idx = [out.ttinfo_list[idx] for idx in out.trans_idx]
-
-        # Set standard, dst, and before ttinfos. before will be
-        # used when a given time is before any transitions,
-        # and will be set to the first non-dst ttinfo, or to
-        # the first dst, if all of them are dst.
-        out.ttinfo_std = None
-        out.ttinfo_dst = None
-        out.ttinfo_before = None
-        if out.ttinfo_list:
-            if not out.trans_list_utc:
-                out.ttinfo_std = out.ttinfo_first = out.ttinfo_list[0]
-            else:
-                for i in range(timecnt-1, -1, -1):
-                    tti = out.trans_idx[i]
-                    if not out.ttinfo_std and not tti.isdst:
-                        out.ttinfo_std = tti
-                    elif not out.ttinfo_dst and tti.isdst:
-                        out.ttinfo_dst = tti
-
-                    if out.ttinfo_std and out.ttinfo_dst:
-                        break
-                else:
-                    if out.ttinfo_dst and not out.ttinfo_std:
-                        out.ttinfo_std = out.ttinfo_dst
-
-                for tti in out.ttinfo_list:
-                    if not tti.isdst:
-                        out.ttinfo_before = tti
-                        break
-                else:
-                    out.ttinfo_before = out.ttinfo_list[0]
-
-        # Now fix transition times to become relative to wall time.
-        #
-        # I'm not sure about this. In my tests, the tz source file
-        # is setup to wall time, and in the binary file isstd and
-        # isgmt are off, so it should be in wall time. OTOH, it's
-        # always in gmt time. Let me know if you have comments
-        # about this.
-        lastdst = None
-        lastoffset = None
-        lastdstoffset = None
-        lastbaseoffset = None
-        out.trans_list = []
-
-        for i, tti in enumerate(out.trans_idx):
-            offset = tti.offset
-            dstoffset = 0
-
-            if lastdst is not None:
-                if tti.isdst:
-                    if not lastdst:
-                        dstoffset = offset - lastoffset
-
-                    if not dstoffset and lastdstoffset:
-                        dstoffset = lastdstoffset
-
-                    tti.dstoffset = datetime.timedelta(seconds=dstoffset)
-                    lastdstoffset = dstoffset
-
-            # If a time zone changes its base offset during a DST transition,
-            # then you need to adjust by the previous base offset to get the
-            # transition time in local time. Otherwise you use the current
-            # base offset. Ideally, I would have some mathematical proof of
-            # why this is true, but I haven't really thought about it enough.
-            baseoffset = offset - dstoffset
-            adjustment = baseoffset
-            if (lastbaseoffset is not None and baseoffset != lastbaseoffset
-                    and tti.isdst != lastdst):
-                # The base DST has changed
-                adjustment = lastbaseoffset
-
-            lastdst = tti.isdst
-            lastoffset = offset
-            lastbaseoffset = baseoffset
-
-            out.trans_list.append(out.trans_list_utc[i] + adjustment)
-
-        out.trans_idx = tuple(out.trans_idx)
-        out.trans_list = tuple(out.trans_list)
-        out.trans_list_utc = tuple(out.trans_list_utc)
-
-        return out
-
-    def _find_last_transition(self, dt, in_utc=False):
-        # If there's no list, there are no transitions to find
-        if not self._trans_list:
-            return None
-
-        timestamp = _datetime_to_timestamp(dt)
-
-        # Find where the timestamp fits in the transition list - if the
-        # timestamp is a transition time, it's part of the "after" period.
-        trans_list = self._trans_list_utc if in_utc else self._trans_list
-        idx = bisect.bisect_right(trans_list, timestamp)
-
-        # We want to know when the previous transition was, so subtract off 1
-        return idx - 1
-
-    def _get_ttinfo(self, idx):
-        # For no list or after the last transition, default to _ttinfo_std
-        if idx is None or (idx + 1) >= len(self._trans_list):
-            return self._ttinfo_std
-
-        # If there is a list and the time is before it, return _ttinfo_before
-        if idx < 0:
-            return self._ttinfo_before
-
-        return self._trans_idx[idx]
-
-    def _find_ttinfo(self, dt):
-        idx = self._resolve_ambiguous_time(dt)
-
-        return self._get_ttinfo(idx)
-
-    def fromutc(self, dt):
-        """
-        The ``tzfile`` implementation of :py:func:`datetime.tzinfo.fromutc`.
-
-        :param dt:
-            A :py:class:`datetime.datetime` object.
-
-        :raises TypeError:
-            Raised if ``dt`` is not a :py:class:`datetime.datetime` object.
-
-        :raises ValueError:
-            Raised if this is called with a ``dt`` which does not have this
-            ``tzinfo`` attached.
-
-        :return:
-            Returns a :py:class:`datetime.datetime` object representing the
-            wall time in ``self``'s time zone.
-        """
-        # These isinstance checks are in datetime.tzinfo, so we'll preserve
-        # them, even if we don't care about duck typing.
-        if not isinstance(dt, datetime.datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        # First treat UTC as wall time and get the transition we're in.
-        idx = self._find_last_transition(dt, in_utc=True)
-        tti = self._get_ttinfo(idx)
-
-        dt_out = dt + datetime.timedelta(seconds=tti.offset)
-
-        fold = self.is_ambiguous(dt_out, idx=idx)
-
-        return enfold(dt_out, fold=int(fold))
-
-    def is_ambiguous(self, dt, idx=None):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        if idx is None:
-            idx = self._find_last_transition(dt)
-
-        # Calculate the difference in offsets from current to previous
-        timestamp = _datetime_to_timestamp(dt)
-        tti = self._get_ttinfo(idx)
-
-        if idx is None or idx <= 0:
-            return False
-
-        od = self._get_ttinfo(idx - 1).offset - tti.offset
-        tt = self._trans_list[idx]          # Transition time
-
-        return timestamp < tt + od
-
-    def _resolve_ambiguous_time(self, dt):
-        idx = self._find_last_transition(dt)
-
-        # If we have no transitions, return the index
-        _fold = self._fold(dt)
-        if idx is None or idx == 0:
-            return idx
-
-        # If it's ambiguous and we're in a fold, shift to a different index.
-        idx_offset = int(not _fold and self.is_ambiguous(dt, idx))
-
-        return idx - idx_offset
-
-    def utcoffset(self, dt):
-        if dt is None:
-            return None
-
-        if not self._ttinfo_std:
-            return ZERO
-
-        return self._find_ttinfo(dt).delta
-
-    def dst(self, dt):
-        if dt is None:
-            return None
-
-        if not self._ttinfo_dst:
-            return ZERO
-
-        tti = self._find_ttinfo(dt)
-
-        if not tti.isdst:
-            return ZERO
-
-        # The documentation says that utcoffset()-dst() must
-        # be constant for every dt.
-        return tti.dstoffset
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        if not self._ttinfo_std or dt is None:
-            return None
-        return self._find_ttinfo(dt).abbr
-
-    def __eq__(self, other):
-        if not isinstance(other, tzfile):
-            return NotImplemented
-        return (self._trans_list == other._trans_list and
-                self._trans_idx == other._trans_idx and
-                self._ttinfo_list == other._ttinfo_list)
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._filename))
-
-    def __reduce__(self):
-        return self.__reduce_ex__(None)
-
-    def __reduce_ex__(self, protocol):
-        return (self.__class__, (None, self._filename), self.__dict__)
-
-
-class tzrange(tzrangebase):
-    """
-    The ``tzrange`` object is a time zone specified by a set of offsets and
-    abbreviations, equivalent to the way the ``TZ`` variable can be specified
-    in POSIX-like systems, but using Python delta objects to specify DST
-    start, end and offsets.
-
-    :param stdabbr:
-        The abbreviation for standard time (e.g. ``'EST'``).
-
-    :param stdoffset:
-        An integer or :class:`datetime.timedelta` object or equivalent
-        specifying the base offset from UTC.
-
-        If unspecified, +00:00 is used.
-
-    :param dstabbr:
-        The abbreviation for DST / "Summer" time (e.g. ``'EDT'``).
-
-        If specified, with no other DST information, DST is assumed to occur
-        and the default behavior or ``dstoffset``, ``start`` and ``end`` is
-        used. If unspecified and no other DST information is specified, it
-        is assumed that this zone has no DST.
-
-        If this is unspecified and other DST information is *is* specified,
-        DST occurs in the zone but the time zone abbreviation is left
-        unchanged.
-
-    :param dstoffset:
-        A an integer or :class:`datetime.timedelta` object or equivalent
-        specifying the UTC offset during DST. If unspecified and any other DST
-        information is specified, it is assumed to be the STD offset +1 hour.
-
-    :param start:
-        A :class:`relativedelta.relativedelta` object or equivalent specifying
-        the time and time of year that daylight savings time starts. To
-        specify, for example, that DST starts at 2AM on the 2nd Sunday in
-        March, pass:
-
-            ``relativedelta(hours=2, month=3, day=1, weekday=SU(+2))``
-
-        If unspecified and any other DST information is specified, the default
-        value is 2 AM on the first Sunday in April.
-
-    :param end:
-        A :class:`relativedelta.relativedelta` object or equivalent
-        representing the time and time of year that daylight savings time
-        ends, with the same specification method as in ``start``. One note is
-        that this should point to the first time in the *standard* zone, so if
-        a transition occurs at 2AM in the DST zone and the clocks are set back
-        1 hour to 1AM, set the ``hours`` parameter to +1.
-
-
-    **Examples:**
-
-    .. testsetup:: tzrange
-
-        from dateutil.tz import tzrange, tzstr
-
-    .. doctest:: tzrange
-
-        >>> tzstr('EST5EDT') == tzrange("EST", -18000, "EDT")
-        True
-
-        >>> from dateutil.relativedelta import *
-        >>> range1 = tzrange("EST", -18000, "EDT")
-        >>> range2 = tzrange("EST", -18000, "EDT", -14400,
-        ...                  relativedelta(hours=+2, month=4, day=1,
-        ...                                weekday=SU(+1)),
-        ...                  relativedelta(hours=+1, month=10, day=31,
-        ...                                weekday=SU(-1)))
-        >>> tzstr('EST5EDT') == range1 == range2
-        True
-
-    """
-    def __init__(self, stdabbr, stdoffset=None,
-                 dstabbr=None, dstoffset=None,
-                 start=None, end=None):
-
-        global relativedelta
-        from dateutil import relativedelta
-
-        self._std_abbr = stdabbr
-        self._dst_abbr = dstabbr
-
-        try:
-            stdoffset = stdoffset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        try:
-            dstoffset = dstoffset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        if stdoffset is not None:
-            self._std_offset = datetime.timedelta(seconds=stdoffset)
-        else:
-            self._std_offset = ZERO
-
-        if dstoffset is not None:
-            self._dst_offset = datetime.timedelta(seconds=dstoffset)
-        elif dstabbr and stdoffset is not None:
-            self._dst_offset = self._std_offset + datetime.timedelta(hours=+1)
-        else:
-            self._dst_offset = ZERO
-
-        if dstabbr and start is None:
-            self._start_delta = relativedelta.relativedelta(
-                hours=+2, month=4, day=1, weekday=relativedelta.SU(+1))
-        else:
-            self._start_delta = start
-
-        if dstabbr and end is None:
-            self._end_delta = relativedelta.relativedelta(
-                hours=+1, month=10, day=31, weekday=relativedelta.SU(-1))
-        else:
-            self._end_delta = end
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = bool(self._start_delta)
-
-    def transitions(self, year):
-        """
-        For a given year, get the DST on and off transition times, expressed
-        always on the standard time side. For zones with no transitions, this
-        function returns ``None``.
-
-        :param year:
-            The year whose transitions you would like to query.
-
-        :return:
-            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
-            ``(dston, dstoff)`` for zones with an annual DST transition, or
-            ``None`` for fixed offset zones.
-        """
-        if not self.hasdst:
-            return None
-
-        base_year = datetime.datetime(year, 1, 1)
-
-        start = base_year + self._start_delta
-        end = base_year + self._end_delta
-
-        return (start, end)
-
-    def __eq__(self, other):
-        if not isinstance(other, tzrange):
-            return NotImplemented
-
-        return (self._std_abbr == other._std_abbr and
-                self._dst_abbr == other._dst_abbr and
-                self._std_offset == other._std_offset and
-                self._dst_offset == other._dst_offset and
-                self._start_delta == other._start_delta and
-                self._end_delta == other._end_delta)
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_base_offset_
-
-
-@six.add_metaclass(_TzStrFactory)
-class tzstr(tzrange):
-    """
-    ``tzstr`` objects are time zone objects specified by a time-zone string as
-    it would be passed to a ``TZ`` variable on POSIX-style systems (see
-    the `GNU C Library: TZ Variable`_ for more details).
-
-    There is one notable exception, which is that POSIX-style time zones use an
-    inverted offset format, so normally ``GMT+3`` would be parsed as an offset
-    3 hours *behind* GMT. The ``tzstr`` time zone object will parse this as an
-    offset 3 hours *ahead* of GMT. If you would like to maintain the POSIX
-    behavior, pass a ``True`` value to ``posix_offset``.
-
-    The :class:`tzrange` object provides the same functionality, but is
-    specified using :class:`relativedelta.relativedelta` objects. rather than
-    strings.
-
-    :param s:
-        A time zone string in ``TZ`` variable format. This can be a
-        :class:`bytes` (2.x: :class:`str`), :class:`str` (2.x:
-        :class:`unicode`) or a stream emitting unicode characters
-        (e.g. :class:`StringIO`).
-
-    :param posix_offset:
-        Optional. If set to ``True``, interpret strings such as ``GMT+3`` or
-        ``UTC+3`` as being 3 hours *behind* UTC rather than ahead, per the
-        POSIX standard.
-
-    .. caution::
-
-        Prior to version 2.7.0, this function also supported time zones
-        in the format:
-
-            * ``EST5EDT,4,0,6,7200,10,0,26,7200,3600``
-            * ``EST5EDT,4,1,0,7200,10,-1,0,7200,3600``
-
-        This format is non-standard and has been deprecated; this function
-        will raise a :class:`DeprecatedTZFormatWarning` until
-        support is removed in a future version.
-
-    .. _`GNU C Library: TZ Variable`:
-        https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
-    """
-    def __init__(self, s, posix_offset=False):
-        global parser
-        from dateutil.parser import _parser as parser
-
-        self._s = s
-
-        res = parser._parsetz(s)
-        if res is None or res.any_unused_tokens:
-            raise ValueError("unknown string format")
-
-        # Here we break the compatibility with the TZ variable handling.
-        # GMT-3 actually *means* the timezone -3.
-        if res.stdabbr in ("GMT", "UTC") and not posix_offset:
-            res.stdoffset *= -1
-
-        # We must initialize it first, since _delta() needs
-        # _std_offset and _dst_offset set. Use False in start/end
-        # to avoid building it two times.
-        tzrange.__init__(self, res.stdabbr, res.stdoffset,
-                         res.dstabbr, res.dstoffset,
-                         start=False, end=False)
-
-        if not res.dstabbr:
-            self._start_delta = None
-            self._end_delta = None
-        else:
-            self._start_delta = self._delta(res.start)
-            if self._start_delta:
-                self._end_delta = self._delta(res.end, isend=1)
-
-        self.hasdst = bool(self._start_delta)
-
-    def _delta(self, x, isend=0):
-        from dateutil import relativedelta
-        kwargs = {}
-        if x.month is not None:
-            kwargs["month"] = x.month
-            if x.weekday is not None:
-                kwargs["weekday"] = relativedelta.weekday(x.weekday, x.week)
-                if x.week > 0:
-                    kwargs["day"] = 1
-                else:
-                    kwargs["day"] = 31
-            elif x.day:
-                kwargs["day"] = x.day
-        elif x.yday is not None:
-            kwargs["yearday"] = x.yday
-        elif x.jyday is not None:
-            kwargs["nlyearday"] = x.jyday
-        if not kwargs:
-            # Default is to start on first sunday of april, and end
-            # on last sunday of october.
-            if not isend:
-                kwargs["month"] = 4
-                kwargs["day"] = 1
-                kwargs["weekday"] = relativedelta.SU(+1)
-            else:
-                kwargs["month"] = 10
-                kwargs["day"] = 31
-                kwargs["weekday"] = relativedelta.SU(-1)
-        if x.time is not None:
-            kwargs["seconds"] = x.time
-        else:
-            # Default is 2AM.
-            kwargs["seconds"] = 7200
-        if isend:
-            # Convert to standard time, to follow the documented way
-            # of working with the extra hour. See the documentation
-            # of the tzinfo class.
-            delta = self._dst_offset - self._std_offset
-            kwargs["seconds"] -= delta.seconds + delta.days * 86400
-        return relativedelta.relativedelta(**kwargs)
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
-
-
-class _tzicalvtzcomp(object):
-    def __init__(self, tzoffsetfrom, tzoffsetto, isdst,
-                 tzname=None, rrule=None):
-        self.tzoffsetfrom = datetime.timedelta(seconds=tzoffsetfrom)
-        self.tzoffsetto = datetime.timedelta(seconds=tzoffsetto)
-        self.tzoffsetdiff = self.tzoffsetto - self.tzoffsetfrom
-        self.isdst = isdst
-        self.tzname = tzname
-        self.rrule = rrule
-
-
-class _tzicalvtz(_tzinfo):
-    def __init__(self, tzid, comps=[]):
-        super(_tzicalvtz, self).__init__()
-
-        self._tzid = tzid
-        self._comps = comps
-        self._cachedate = []
-        self._cachecomp = []
-        self._cache_lock = _thread.allocate_lock()
-
-    def _find_comp(self, dt):
-        if len(self._comps) == 1:
-            return self._comps[0]
-
-        dt = dt.replace(tzinfo=None)
-
-        try:
-            with self._cache_lock:
-                return self._cachecomp[self._cachedate.index(
-                    (dt, self._fold(dt)))]
-        except ValueError:
-            pass
-
-        lastcompdt = None
-        lastcomp = None
-
-        for comp in self._comps:
-            compdt = self._find_compdt(comp, dt)
-
-            if compdt and (not lastcompdt or lastcompdt < compdt):
-                lastcompdt = compdt
-                lastcomp = comp
-
-        if not lastcomp:
-            # RFC says nothing about what to do when a given
-            # time is before the first onset date. We'll look for the
-            # first standard component, or the first component, if
-            # none is found.
-            for comp in self._comps:
-                if not comp.isdst:
-                    lastcomp = comp
-                    break
-            else:
-                lastcomp = comp[0]
-
-        with self._cache_lock:
-            self._cachedate.insert(0, (dt, self._fold(dt)))
-            self._cachecomp.insert(0, lastcomp)
-
-            if len(self._cachedate) > 10:
-                self._cachedate.pop()
-                self._cachecomp.pop()
-
-        return lastcomp
-
-    def _find_compdt(self, comp, dt):
-        if comp.tzoffsetdiff < ZERO and self._fold(dt):
-            dt -= comp.tzoffsetdiff
-
-        compdt = comp.rrule.before(dt, inc=True)
-
-        return compdt
-
-    def utcoffset(self, dt):
-        if dt is None:
-            return None
-
-        return self._find_comp(dt).tzoffsetto
-
-    def dst(self, dt):
-        comp = self._find_comp(dt)
-        if comp.isdst:
-            return comp.tzoffsetdiff
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._find_comp(dt).tzname
-
-    def __repr__(self):
-        return "<tzicalvtz %s>" % repr(self._tzid)
-
-    __reduce__ = object.__reduce__
-
-
-class tzical(object):
-    """
-    This object is designed to parse an iCalendar-style ``VTIMEZONE`` structure
-    as set out in `RFC 5545`_ Section 4.6.5 into one or more `tzinfo` objects.
-
-    :param `fileobj`:
-        A file or stream in iCalendar format, which should be UTF-8 encoded
-        with CRLF endings.
-
-    .. _`RFC 5545`: https://tools.ietf.org/html/rfc5545
-    """
-    def __init__(self, fileobj):
-        global rrule
-        from dateutil import rrule
-
-        if isinstance(fileobj, string_types):
-            self._s = fileobj
-            # ical should be encoded in UTF-8 with CRLF
-            fileobj = open(fileobj, 'r')
-        else:
-            self._s = getattr(fileobj, 'name', repr(fileobj))
-            fileobj = _nullcontext(fileobj)
-
-        self._vtz = {}
-
-        with fileobj as fobj:
-            self._parse_rfc(fobj.read())
-
-    def keys(self):
-        """
-        Retrieves the available time zones as a list.
-        """
-        return list(self._vtz.keys())
-
-    def get(self, tzid=None):
-        """
-        Retrieve a :py:class:`datetime.tzinfo` object by its ``tzid``.
-
-        :param tzid:
-            If there is exactly one time zone available, omitting ``tzid``
-            or passing :py:const:`None` value returns it. Otherwise a valid
-            key (which can be retrieved from :func:`keys`) is required.
-
-        :raises ValueError:
-            Raised if ``tzid`` is not specified but there are either more
-            or fewer than 1 zone defined.
-
-        :returns:
-            Returns either a :py:class:`datetime.tzinfo` object representing
-            the relevant time zone or :py:const:`None` if the ``tzid`` was
-            not found.
-        """
-        if tzid is None:
-            if len(self._vtz) == 0:
-                raise ValueError("no timezones defined")
-            elif len(self._vtz) > 1:
-                raise ValueError("more than one timezone available")
-            tzid = next(iter(self._vtz))
-
-        return self._vtz.get(tzid)
-
-    def _parse_offset(self, s):
-        s = s.strip()
-        if not s:
-            raise ValueError("empty offset")
-        if s[0] in ('+', '-'):
-            signal = (-1, +1)[s[0] == '+']
-            s = s[1:]
-        else:
-            signal = +1
-        if len(s) == 4:
-            return (int(s[:2]) * 3600 + int(s[2:]) * 60) * signal
-        elif len(s) == 6:
-            return (int(s[:2]) * 3600 + int(s[2:4]) * 60 + int(s[4:])) * signal
-        else:
-            raise ValueError("invalid offset: " + s)
-
-    def _parse_rfc(self, s):
-        lines = s.splitlines()
-        if not lines:
-            raise ValueError("empty string")
-
-        # Unfold
-        i = 0
-        while i < len(lines):
-            line = lines[i].rstrip()
-            if not line:
-                del lines[i]
-            elif i > 0 and line[0] == " ":
-                lines[i-1] += line[1:]
-                del lines[i]
-            else:
-                i += 1
-
-        tzid = None
-        comps = []
-        invtz = False
-        comptype = None
-        for line in lines:
-            if not line:
-                continue
-            name, value = line.split(':', 1)
-            parms = name.split(';')
-            if not parms:
-                raise ValueError("empty property name")
-            name = parms[0].upper()
-            parms = parms[1:]
-            if invtz:
-                if name == "BEGIN":
-                    if value in ("STANDARD", "DAYLIGHT"):
-                        # Process component
-                        pass
-                    else:
-                        raise ValueError("unknown component: "+value)
-                    comptype = value
-                    founddtstart = False
-                    tzoffsetfrom = None
-                    tzoffsetto = None
-                    rrulelines = []
-                    tzname = None
-                elif name == "END":
-                    if value == "VTIMEZONE":
-                        if comptype:
-                            raise ValueError("component not closed: "+comptype)
-                        if not tzid:
-                            raise ValueError("mandatory TZID not found")
-                        if not comps:
-                            raise ValueError(
-                                "at least one component is needed")
-                        # Process vtimezone
-                        self._vtz[tzid] = _tzicalvtz(tzid, comps)
-                        invtz = False
-                    elif value == comptype:
-                        if not founddtstart:
-                            raise ValueError("mandatory DTSTART not found")
-                        if tzoffsetfrom is None:
-                            raise ValueError(
-                                "mandatory TZOFFSETFROM not found")
-                        if tzoffsetto is None:
-                            raise ValueError(
-                                "mandatory TZOFFSETFROM not found")
-                        # Process component
-                        rr = None
-                        if rrulelines:
-                            rr = rrule.rrulestr("\n".join(rrulelines),
-                                                compatible=True,
-                                                ignoretz=True,
-                                                cache=True)
-                        comp = _tzicalvtzcomp(tzoffsetfrom, tzoffsetto,
-                                              (comptype == "DAYLIGHT"),
-                                              tzname, rr)
-                        comps.append(comp)
-                        comptype = None
-                    else:
-                        raise ValueError("invalid component end: "+value)
-                elif comptype:
-                    if name == "DTSTART":
-                        # DTSTART in VTIMEZONE takes a subset of valid RRULE
-                        # values under RFC 5545.
-                        for parm in parms:
-                            if parm != 'VALUE=DATE-TIME':
-                                msg = ('Unsupported DTSTART param in ' +
-                                       'VTIMEZONE: ' + parm)
-                                raise ValueError(msg)
-                        rrulelines.append(line)
-                        founddtstart = True
-                    elif name in ("RRULE", "RDATE", "EXRULE", "EXDATE"):
-                        rrulelines.append(line)
-                    elif name == "TZOFFSETFROM":
-                        if parms:
-                            raise ValueError(
-                                "unsupported %s parm: %s " % (name, parms[0]))
-                        tzoffsetfrom = self._parse_offset(value)
-                    elif name == "TZOFFSETTO":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZOFFSETTO parm: "+parms[0])
-                        tzoffsetto = self._parse_offset(value)
-                    elif name == "TZNAME":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZNAME parm: "+parms[0])
-                        tzname = value
-                    elif name == "COMMENT":
-                        pass
-                    else:
-                        raise ValueError("unsupported property: "+name)
-                else:
-                    if name == "TZID":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZID parm: "+parms[0])
-                        tzid = value
-                    elif name in ("TZURL", "LAST-MODIFIED", "COMMENT"):
-                        pass
-                    else:
-                        raise ValueError("unsupported property: "+name)
-            elif name == "BEGIN" and value == "VTIMEZONE":
-                tzid = None
-                comps = []
-                invtz = True
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
-
-
-if sys.platform != "win32":
-    TZFILES = ["/etc/localtime", "localtime"]
-    TZPATHS = ["/usr/share/zoneinfo",
-               "/usr/lib/zoneinfo",
-               "/usr/share/lib/zoneinfo",
-               "/etc/zoneinfo"]
-else:
-    TZFILES = []
-    TZPATHS = []
-
-
-def __get_gettz():
-    tzlocal_classes = (tzlocal,)
-    if tzwinlocal is not None:
-        tzlocal_classes += (tzwinlocal,)
-
-    class GettzFunc(object):
-        """
-        Retrieve a time zone object from a string representation
-
-        This function is intended to retrieve the :py:class:`tzinfo` subclass
-        that best represents the time zone that would be used if a POSIX
-        `TZ variable`_ were set to the same value.
-
-        If no argument or an empty string is passed to ``gettz``, local time
-        is returned:
-
-        .. code-block:: python3
-
-            >>> gettz()
-            tzfile('/etc/localtime')
-
-        This function is also the preferred way to map IANA tz database keys
-        to :class:`tzfile` objects:
-
-        .. code-block:: python3
-
-            >>> gettz('Pacific/Kiritimati')
-            tzfile('/usr/share/zoneinfo/Pacific/Kiritimati')
-
-        On Windows, the standard is extended to include the Windows-specific
-        zone names provided by the operating system:
-
-        .. code-block:: python3
-
-            >>> gettz('Egypt Standard Time')
-            tzwin('Egypt Standard Time')
-
-        Passing a GNU ``TZ`` style string time zone specification returns a
-        :class:`tzstr` object:
-
-        .. code-block:: python3
-
-            >>> gettz('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
-            tzstr('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
-
-        :param name:
-            A time zone name (IANA, or, on Windows, Windows keys), location of
-            a ``tzfile(5)`` zoneinfo file or ``TZ`` variable style time zone
-            specifier. An empty string, no argument or ``None`` is interpreted
-            as local time.
-
-        :return:
-            Returns an instance of one of ``dateutil``'s :py:class:`tzinfo`
-            subclasses.
-
-        .. versionchanged:: 2.7.0
-
-            After version 2.7.0, any two calls to ``gettz`` using the same
-            input strings will return the same object:
-
-            .. code-block:: python3
-
-                >>> tz.gettz('America/Chicago') is tz.gettz('America/Chicago')
-                True
-
-            In addition to improving performance, this ensures that
-            `"same zone" semantics`_ are used for datetimes in the same zone.
-
-
-        .. _`TZ variable`:
-            https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
-
-        .. _`"same zone" semantics`:
-            https://blog.ganssle.io/articles/2018/02/aware-datetime-arithmetic.html
-        """
-        def __init__(self):
-
-            self.__instances = weakref.WeakValueDictionary()
-            self.__strong_cache_size = 8
-            self.__strong_cache = OrderedDict()
-            self._cache_lock = _thread.allocate_lock()
-
-        def __call__(self, name=None):
-            with self._cache_lock:
-                rv = self.__instances.get(name, None)
-
-                if rv is None:
-                    rv = self.nocache(name=name)
-                    if not (name is None
-                            or isinstance(rv, tzlocal_classes)
-                            or rv is None):
-                        # tzlocal is slightly more complicated than the other
-                        # time zone providers because it depends on environment
-                        # at construction time, so don't cache that.
-                        #
-                        # We also cannot store weak references to None, so we
-                        # will also not store that.
-                        self.__instances[name] = rv
-                    else:
-                        # No need for strong caching, return immediately
-                        return rv
-
-                self.__strong_cache[name] = self.__strong_cache.pop(name, rv)
-
-                if len(self.__strong_cache) > self.__strong_cache_size:
-                    self.__strong_cache.popitem(last=False)
-
-            return rv
-
-        def set_cache_size(self, size):
-            with self._cache_lock:
-                self.__strong_cache_size = size
-                while len(self.__strong_cache) > size:
-                    self.__strong_cache.popitem(last=False)
-
-        def cache_clear(self):
-            with self._cache_lock:
-                self.__instances = weakref.WeakValueDictionary()
-                self.__strong_cache.clear()
-
-        @staticmethod
-        def nocache(name=None):
-            """A non-cached version of gettz"""
-            tz = None
-            if not name:
-                try:
-                    name = os.environ["TZ"]
-                except KeyError:
-                    pass
-            if name is None or name in ("", ":"):
-                for filepath in TZFILES:
-                    if not os.path.isabs(filepath):
-                        filename = filepath
-                        for path in TZPATHS:
-                            filepath = os.path.join(path, filename)
-                            if os.path.isfile(filepath):
-                                break
-                        else:
-                            continue
-                    if os.path.isfile(filepath):
-                        try:
-                            tz = tzfile(filepath)
-                            break
-                        except (IOError, OSError, ValueError):
-                            pass
-                else:
-                    tz = tzlocal()
-            else:
-                try:
-                    if name.startswith(":"):
-                        name = name[1:]
-                except TypeError as e:
-                    if isinstance(name, bytes):
-                        new_msg = "gettz argument should be str, not bytes"
-                        six.raise_from(TypeError(new_msg), e)
-                    else:
-                        raise
-                if os.path.isabs(name):
-                    if os.path.isfile(name):
-                        tz = tzfile(name)
-                    else:
-                        tz = None
-                else:
-                    for path in TZPATHS:
-                        filepath = os.path.join(path, name)
-                        if not os.path.isfile(filepath):
-                            filepath = filepath.replace(' ', '_')
-                            if not os.path.isfile(filepath):
-                                continue
-                        try:
-                            tz = tzfile(filepath)
-                            break
-                        except (IOError, OSError, ValueError):
-                            pass
-                    else:
-                        tz = None
-                        if tzwin is not None:
-                            try:
-                                tz = tzwin(name)
-                            except (WindowsError, UnicodeEncodeError):
-                                # UnicodeEncodeError is for Python 2.7 compat
-                                tz = None
-
-                        if not tz:
-                            from dateutil.zoneinfo import get_zonefile_instance
-                            tz = get_zonefile_instance().get(name)
-
-                        if not tz:
-                            for c in name:
-                                # name is not a tzstr unless it has at least
-                                # one offset. For short values of "name", an
-                                # explicit for loop seems to be the fastest way
-                                # To determine if a string contains a digit
-                                if c in "0123456789":
-                                    try:
-                                        tz = tzstr(name)
-                                    except ValueError:
-                                        pass
-                                    break
-                            else:
-                                if name in ("GMT", "UTC"):
-                                    tz = UTC
-                                elif name in time.tzname:
-                                    tz = tzlocal()
-            return tz
-
-    return GettzFunc()
-
-
-gettz = __get_gettz()
-del __get_gettz
-
-
-def datetime_exists(dt, tz=None):
-    """
-    Given a datetime and a time zone, determine whether or not a given datetime
-    would fall in a gap.
-
-    :param dt:
-        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
-        is provided.)
-
-    :param tz:
-        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
-        ``None`` or not provided, the datetime's own time zone will be used.
-
-    :return:
-        Returns a boolean value whether or not the "wall time" exists in
-        ``tz``.
-
-    .. versionadded:: 2.7.0
-    """
-    if tz is None:
-        if dt.tzinfo is None:
-            raise ValueError('Datetime is naive and no time zone provided.')
-        tz = dt.tzinfo
-
-    dt = dt.replace(tzinfo=None)
-
-    # This is essentially a test of whether or not the datetime can survive
-    # a round trip to UTC.
-    dt_rt = dt.replace(tzinfo=tz).astimezone(UTC).astimezone(tz)
-    dt_rt = dt_rt.replace(tzinfo=None)
-
-    return dt == dt_rt
-
-
-def datetime_ambiguous(dt, tz=None):
-    """
-    Given a datetime and a time zone, determine whether or not a given datetime
-    is ambiguous (i.e if there are two times differentiated only by their DST
-    status).
-
-    :param dt:
-        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
-        is provided.)
-
-    :param tz:
-        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
-        ``None`` or not provided, the datetime's own time zone will be used.
-
-    :return:
-        Returns a boolean value whether or not the "wall time" is ambiguous in
-        ``tz``.
-
-    .. versionadded:: 2.6.0
-    """
-    if tz is None:
-        if dt.tzinfo is None:
-            raise ValueError('Datetime is naive and no time zone provided.')
-
-        tz = dt.tzinfo
-
-    # If a time zone defines its own "is_ambiguous" function, we'll use that.
-    is_ambiguous_fn = getattr(tz, 'is_ambiguous', None)
-    if is_ambiguous_fn is not None:
-        try:
-            return tz.is_ambiguous(dt)
-        except Exception:
-            pass
-
-    # If it doesn't come out and tell us it's ambiguous, we'll just check if
-    # the fold attribute has any effect on this particular date and time.
-    dt = dt.replace(tzinfo=tz)
-    wall_0 = enfold(dt, fold=0)
-    wall_1 = enfold(dt, fold=1)
-
-    same_offset = wall_0.utcoffset() == wall_1.utcoffset()
-    same_dst = wall_0.dst() == wall_1.dst()
-
-    return not (same_offset and same_dst)
-
-
-def resolve_imaginary(dt):
-    """
-    Given a datetime that may be imaginary, return an existing datetime.
-
-    This function assumes that an imaginary datetime represents what the
-    wall time would be in a zone had the offset transition not occurred, so
-    it will always fall forward by the transition's change in offset.
-
-    .. doctest::
-
-        >>> from dateutil import tz
-        >>> from datetime import datetime
-        >>> NYC = tz.gettz('America/New_York')
-        >>> print(tz.resolve_imaginary(datetime(2017, 3, 12, 2, 30, tzinfo=NYC)))
-        2017-03-12 03:30:00-04:00
-
-        >>> KIR = tz.gettz('Pacific/Kiritimati')
-        >>> print(tz.resolve_imaginary(datetime(1995, 1, 1, 12, 30, tzinfo=KIR)))
-        1995-01-02 12:30:00+14:00
-
-    As a note, :func:`datetime.astimezone` is guaranteed to produce a valid,
-    existing datetime, so a round-trip to and from UTC is sufficient to get
-    an extant datetime, however, this generally "falls back" to an earlier time
-    rather than falling forward to the STD side (though no guarantees are made
-    about this behavior).
-
-    :param dt:
-        A :class:`datetime.datetime` which may or may not exist.
-
-    :return:
-        Returns an existing :class:`datetime.datetime`. If ``dt`` was not
-        imaginary, the datetime returned is guaranteed to be the same object
-        passed to the function.
-
-    .. versionadded:: 2.7.0
-    """
-    if dt.tzinfo is not None and not datetime_exists(dt):
-
-        curr_offset = (dt + datetime.timedelta(hours=24)).utcoffset()
-        old_offset = (dt - datetime.timedelta(hours=24)).utcoffset()
-
-        dt += curr_offset - old_offset
-
-    return dt
-
-
-def _datetime_to_timestamp(dt):
-    """
-    Convert a :class:`datetime.datetime` object to an epoch timestamp in
-    seconds since January 1, 1970, ignoring the time zone.
-    """
-    return (dt.replace(tzinfo=None) - EPOCH).total_seconds()
-
-
-if sys.version_info >= (3, 6):
-    def _get_supported_offset(second_offset):
-        return second_offset
-else:
-    def _get_supported_offset(second_offset):
-        # For python pre-3.6, round to full-minutes if that's not the case.
-        # Python's datetime doesn't accept sub-minute timezones. Check
-        # http://python.org/sf/1447945 or https://bugs.python.org/issue5288
-        # for some information.
-        old_offset = second_offset
-        calculated_offset = 60 * ((second_offset + 30) // 60)
-        return calculated_offset
-
-
-try:
-    # Python 3.7 feature
-    from contextlib import nullcontext as _nullcontext
-except ImportError:
-    class _nullcontext(object):
-        """
-        Class for wrapping contexts so that they are passed through in a
-        with statement.
-        """
-        def __init__(self, context):
-            self.context = context
-
-        def __enter__(self):
-            return self.context
-
-        def __exit__(*args, **kwargs):
-            pass
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
deleted file mode 100644
index cde07ba79..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
+++ /dev/null
@@ -1,370 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module provides an interface to the native time zone data on Windows,
-including :py:class:`datetime.tzinfo` implementations.
-
-Attempting to import this module on a non-Windows platform will raise an
-:py:obj:`ImportError`.
-"""
-# This code was originally contributed by Jeffrey Harris.
-import datetime
-import struct
-
-from six.moves import winreg
-from six import text_type
-
-try:
-    import ctypes
-    from ctypes import wintypes
-except ValueError:
-    # ValueError is raised on non-Windows systems for some horrible reason.
-    raise ImportError("Running tzwin on non-Windows system")
-
-from ._common import tzrangebase
-
-__all__ = ["tzwin", "tzwinlocal", "tzres"]
-
-ONEWEEK = datetime.timedelta(7)
-
-TZKEYNAMENT = r"SOFTWARE\Microsoft\Windows NT\CurrentVersion\Time Zones"
-TZKEYNAME9X = r"SOFTWARE\Microsoft\Windows\CurrentVersion\Time Zones"
-TZLOCALKEYNAME = r"SYSTEM\CurrentControlSet\Control\TimeZoneInformation"
-
-
-def _settzkeyname():
-    handle = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
-    try:
-        winreg.OpenKey(handle, TZKEYNAMENT).Close()
-        TZKEYNAME = TZKEYNAMENT
-    except WindowsError:
-        TZKEYNAME = TZKEYNAME9X
-    handle.Close()
-    return TZKEYNAME
-
-
-TZKEYNAME = _settzkeyname()
-
-
-class tzres(object):
-    """
-    Class for accessing ``tzres.dll``, which contains timezone name related
-    resources.
-
-    .. versionadded:: 2.5.0
-    """
-    p_wchar = ctypes.POINTER(wintypes.WCHAR)        # Pointer to a wide char
-
-    def __init__(self, tzres_loc='tzres.dll'):
-        # Load the user32 DLL so we can load strings from tzres
-        user32 = ctypes.WinDLL('user32')
-
-        # Specify the LoadStringW function
-        user32.LoadStringW.argtypes = (wintypes.HINSTANCE,
-                                       wintypes.UINT,
-                                       wintypes.LPWSTR,
-                                       ctypes.c_int)
-
-        self.LoadStringW = user32.LoadStringW
-        self._tzres = ctypes.WinDLL(tzres_loc)
-        self.tzres_loc = tzres_loc
-
-    def load_name(self, offset):
-        """
-        Load a timezone name from a DLL offset (integer).
-
-        >>> from dateutil.tzwin import tzres
-        >>> tzr = tzres()
-        >>> print(tzr.load_name(112))
-        'Eastern Standard Time'
-
-        :param offset:
-            A positive integer value referring to a string from the tzres dll.
-
-        .. note::
-
-            Offsets found in the registry are generally of the form
-            ``@tzres.dll,-114``. The offset in this case is 114, not -114.
-
-        """
-        resource = self.p_wchar()
-        lpBuffer = ctypes.cast(ctypes.byref(resource), wintypes.LPWSTR)
-        nchar = self.LoadStringW(self._tzres._handle, offset, lpBuffer, 0)
-        return resource[:nchar]
-
-    def name_from_string(self, tzname_str):
-        """
-        Parse strings as returned from the Windows registry into the time zone
-        name as defined in the registry.
-
-        >>> from dateutil.tzwin import tzres
-        >>> tzr = tzres()
-        >>> print(tzr.name_from_string('@tzres.dll,-251'))
-        'Dateline Daylight Time'
-        >>> print(tzr.name_from_string('Eastern Standard Time'))
-        'Eastern Standard Time'
-
-        :param tzname_str:
-            A timezone name string as returned from a Windows registry key.
-
-        :return:
-            Returns the localized timezone string from tzres.dll if the string
-            is of the form `@tzres.dll,-offset`, else returns the input string.
-        """
-        if not tzname_str.startswith('@'):
-            return tzname_str
-
-        name_splt = tzname_str.split(',-')
-        try:
-            offset = int(name_splt[1])
-        except:
-            raise ValueError("Malformed timezone string.")
-
-        return self.load_name(offset)
-
-
-class tzwinbase(tzrangebase):
-    """tzinfo class based on win32's timezones available in the registry."""
-    def __init__(self):
-        raise NotImplementedError('tzwinbase is an abstract base class')
-
-    def __eq__(self, other):
-        # Compare on all relevant dimensions, including name.
-        if not isinstance(other, tzwinbase):
-            return NotImplemented
-
-        return  (self._std_offset == other._std_offset and
-                 self._dst_offset == other._dst_offset and
-                 self._stddayofweek == other._stddayofweek and
-                 self._dstdayofweek == other._dstdayofweek and
-                 self._stdweeknumber == other._stdweeknumber and
-                 self._dstweeknumber == other._dstweeknumber and
-                 self._stdhour == other._stdhour and
-                 self._dsthour == other._dsthour and
-                 self._stdminute == other._stdminute and
-                 self._dstminute == other._dstminute and
-                 self._std_abbr == other._std_abbr and
-                 self._dst_abbr == other._dst_abbr)
-
-    @staticmethod
-    def list():
-        """Return a list of all time zones known to the system."""
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            with winreg.OpenKey(handle, TZKEYNAME) as tzkey:
-                result = [winreg.EnumKey(tzkey, i)
-                          for i in range(winreg.QueryInfoKey(tzkey)[0])]
-        return result
-
-    def display(self):
-        """
-        Return the display name of the time zone.
-        """
-        return self._display
-
-    def transitions(self, year):
-        """
-        For a given year, get the DST on and off transition times, expressed
-        always on the standard time side. For zones with no transitions, this
-        function returns ``None``.
-
-        :param year:
-            The year whose transitions you would like to query.
-
-        :return:
-            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
-            ``(dston, dstoff)`` for zones with an annual DST transition, or
-            ``None`` for fixed offset zones.
-        """
-
-        if not self.hasdst:
-            return None
-
-        dston = picknthweekday(year, self._dstmonth, self._dstdayofweek,
-                               self._dsthour, self._dstminute,
-                               self._dstweeknumber)
-
-        dstoff = picknthweekday(year, self._stdmonth, self._stddayofweek,
-                                self._stdhour, self._stdminute,
-                                self._stdweeknumber)
-
-        # Ambiguous dates default to the STD side
-        dstoff -= self._dst_base_offset
-
-        return dston, dstoff
-
-    def _get_hasdst(self):
-        return self._dstmonth != 0
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_base_offset_
-
-
-class tzwin(tzwinbase):
-    """
-    Time zone object created from the zone info in the Windows registry
-
-    These are similar to :py:class:`dateutil.tz.tzrange` objects in that
-    the time zone data is provided in the format of a single offset rule
-    for either 0 or 2 time zone transitions per year.
-
-    :param: name
-        The name of a Windows time zone key, e.g. "Eastern Standard Time".
-        The full list of keys can be retrieved with :func:`tzwin.list`.
-    """
-
-    def __init__(self, name):
-        self._name = name
-
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            tzkeyname = text_type("{kn}\\{name}").format(kn=TZKEYNAME, name=name)
-            with winreg.OpenKey(handle, tzkeyname) as tzkey:
-                keydict = valuestodict(tzkey)
-
-        self._std_abbr = keydict["Std"]
-        self._dst_abbr = keydict["Dlt"]
-
-        self._display = keydict["Display"]
-
-        # See http://ww_winreg.jsiinc.com/SUBA/tip0300/rh0398.htm
-        tup = struct.unpack("=3l16h", keydict["TZI"])
-        stdoffset = -tup[0]-tup[1]          # Bias + StandardBias * -1
-        dstoffset = stdoffset-tup[2]        # + DaylightBias * -1
-        self._std_offset = datetime.timedelta(minutes=stdoffset)
-        self._dst_offset = datetime.timedelta(minutes=dstoffset)
-
-        # for the meaning see the win32 TIME_ZONE_INFORMATION structure docs
-        # http://msdn.microsoft.com/en-us/library/windows/desktop/ms725481(v=vs.85).aspx
-        (self._stdmonth,
-         self._stddayofweek,   # Sunday = 0
-         self._stdweeknumber,  # Last = 5
-         self._stdhour,
-         self._stdminute) = tup[4:9]
-
-        (self._dstmonth,
-         self._dstdayofweek,   # Sunday = 0
-         self._dstweeknumber,  # Last = 5
-         self._dsthour,
-         self._dstminute) = tup[12:17]
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = self._get_hasdst()
-
-    def __repr__(self):
-        return "tzwin(%s)" % repr(self._name)
-
-    def __reduce__(self):
-        return (self.__class__, (self._name,))
-
-
-class tzwinlocal(tzwinbase):
-    """
-    Class representing the local time zone information in the Windows registry
-
-    While :class:`dateutil.tz.tzlocal` makes system calls (via the :mod:`time`
-    module) to retrieve time zone information, ``tzwinlocal`` retrieves the
-    rules directly from the Windows registry and creates an object like
-    :class:`dateutil.tz.tzwin`.
-
-    Because Windows does not have an equivalent of :func:`time.tzset`, on
-    Windows, :class:`dateutil.tz.tzlocal` instances will always reflect the
-    time zone settings *at the time that the process was started*, meaning
-    changes to the machine's time zone settings during the run of a program
-    on Windows will **not** be reflected by :class:`dateutil.tz.tzlocal`.
-    Because ``tzwinlocal`` reads the registry directly, it is unaffected by
-    this issue.
-    """
-    def __init__(self):
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            with winreg.OpenKey(handle, TZLOCALKEYNAME) as tzlocalkey:
-                keydict = valuestodict(tzlocalkey)
-
-            self._std_abbr = keydict["StandardName"]
-            self._dst_abbr = keydict["DaylightName"]
-
-            try:
-                tzkeyname = text_type('{kn}\\{sn}').format(kn=TZKEYNAME,
-                                                          sn=self._std_abbr)
-                with winreg.OpenKey(handle, tzkeyname) as tzkey:
-                    _keydict = valuestodict(tzkey)
-                    self._display = _keydict["Display"]
-            except OSError:
-                self._display = None
-
-        stdoffset = -keydict["Bias"]-keydict["StandardBias"]
-        dstoffset = stdoffset-keydict["DaylightBias"]
-
-        self._std_offset = datetime.timedelta(minutes=stdoffset)
-        self._dst_offset = datetime.timedelta(minutes=dstoffset)
-
-        # For reasons unclear, in this particular key, the day of week has been
-        # moved to the END of the SYSTEMTIME structure.
-        tup = struct.unpack("=8h", keydict["StandardStart"])
-
-        (self._stdmonth,
-         self._stdweeknumber,  # Last = 5
-         self._stdhour,
-         self._stdminute) = tup[1:5]
-
-        self._stddayofweek = tup[7]
-
-        tup = struct.unpack("=8h", keydict["DaylightStart"])
-
-        (self._dstmonth,
-         self._dstweeknumber,  # Last = 5
-         self._dsthour,
-         self._dstminute) = tup[1:5]
-
-        self._dstdayofweek = tup[7]
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = self._get_hasdst()
-
-    def __repr__(self):
-        return "tzwinlocal()"
-
-    def __str__(self):
-        # str will return the standard name, not the daylight name.
-        return "tzwinlocal(%s)" % repr(self._std_abbr)
-
-    def __reduce__(self):
-        return (self.__class__, ())
-
-
-def picknthweekday(year, month, dayofweek, hour, minute, whichweek):
-    """ dayofweek == 0 means Sunday, whichweek 5 means last instance """
-    first = datetime.datetime(year, month, 1, hour, minute)
-
-    # This will work if dayofweek is ISO weekday (1-7) or Microsoft-style (0-6),
-    # Because 7 % 7 = 0
-    weekdayone = first.replace(day=((dayofweek - first.isoweekday()) % 7) + 1)
-    wd = weekdayone + ((whichweek - 1) * ONEWEEK)
-    if (wd.month != month):
-        wd -= ONEWEEK
-
-    return wd
-
-
-def valuestodict(key):
-    """Convert a registry key's values to a dictionary."""
-    dout = {}
-    size = winreg.QueryInfoKey(key)[1]
-    tz_res = None
-
-    for i in range(size):
-        key_name, value, dtype = winreg.EnumValue(key, i)
-        if dtype == winreg.REG_DWORD or dtype == winreg.REG_DWORD_LITTLE_ENDIAN:
-            # If it's a DWORD (32-bit integer), it's stored as unsigned - convert
-            # that to a proper signed integer
-            if value & (1 << 31):
-                value = value - (1 << 32)
-        elif dtype == winreg.REG_SZ:
-            # If it's a reference to the tzres DLL, load the actual string
-            if value.startswith('@tzres'):
-                tz_res = tz_res or tzres()
-                value = tz_res.name_from_string(value)
-
-            value = value.rstrip('\x00')    # Remove trailing nulls
-
-        dout[key_name] = value
-
-    return dout
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
deleted file mode 100644
index cebc673e4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
+++ /dev/null
@@ -1,2 +0,0 @@
-# tzwin has moved to dateutil.tz.win
-from .tz.win import *
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
deleted file mode 100644
index dd2d245a0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
+++ /dev/null
@@ -1,71 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers general convenience and utility functions for dealing with
-datetimes.
-
-.. versionadded:: 2.7.0
-"""
-from __future__ import unicode_literals
-
-from datetime import datetime, time
-
-
-def today(tzinfo=None):
-    """
-    Returns a :py:class:`datetime` representing the current day at midnight
-
-    :param tzinfo:
-        The time zone to attach (also used to determine the current day).
-
-    :return:
-        A :py:class:`datetime.datetime` object representing the current day
-        at midnight.
-    """
-
-    dt = datetime.now(tzinfo)
-    return datetime.combine(dt.date(), time(0, tzinfo=tzinfo))
-
-
-def default_tzinfo(dt, tzinfo):
-    """
-    Sets the ``tzinfo`` parameter on naive datetimes only
-
-    This is useful for example when you are provided a datetime that may have
-    either an implicit or explicit time zone, such as when parsing a time zone
-    string.
-
-    .. doctest::
-
-        >>> from dateutil.tz import tzoffset
-        >>> from dateutil.parser import parse
-        >>> from dateutil.utils import default_tzinfo
-        >>> dflt_tz = tzoffset("EST", -18000)
-        >>> print(default_tzinfo(parse('2014-01-01 12:30 UTC'), dflt_tz))
-        2014-01-01 12:30:00+00:00
-        >>> print(default_tzinfo(parse('2014-01-01 12:30'), dflt_tz))
-        2014-01-01 12:30:00-05:00
-
-    :param dt:
-        The datetime on which to replace the time zone
-
-    :param tzinfo:
-        The :py:class:`datetime.tzinfo` subclass instance to assign to
-        ``dt`` if (and only if) it is naive.
-
-    :return:
-        Returns an aware :py:class:`datetime.datetime`.
-    """
-    if dt.tzinfo is not None:
-        return dt
-    else:
-        return dt.replace(tzinfo=tzinfo)
-
-
-def within_delta(dt1, dt2, delta):
-    """
-    Useful for comparing two datetimes that may have a negligible difference
-    to be considered equal.
-    """
-    delta = abs(delta)
-    difference = dt1 - dt2
-    return -delta <= difference <= delta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
deleted file mode 100644
index 34f11ad66..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
+++ /dev/null
@@ -1,167 +0,0 @@
-# -*- coding: utf-8 -*-
-import warnings
-import json
-
-from tarfile import TarFile
-from pkgutil import get_data
-from io import BytesIO
-
-from dateutil.tz import tzfile as _tzfile
-
-__all__ = ["get_zonefile_instance", "gettz", "gettz_db_metadata"]
-
-ZONEFILENAME = "dateutil-zoneinfo.tar.gz"
-METADATA_FN = 'METADATA'
-
-
-class tzfile(_tzfile):
-    def __reduce__(self):
-        return (gettz, (self._filename,))
-
-
-def getzoneinfofile_stream():
-    try:
-        return BytesIO(get_data(__name__, ZONEFILENAME))
-    except IOError as e:  # TODO  switch to FileNotFoundError?
-        warnings.warn("I/O error({0}): {1}".format(e.errno, e.strerror))
-        return None
-
-
-class ZoneInfoFile(object):
-    def __init__(self, zonefile_stream=None):
-        if zonefile_stream is not None:
-            with TarFile.open(fileobj=zonefile_stream) as tf:
-                self.zones = {zf.name: tzfile(tf.extractfile(zf), filename=zf.name)
-                              for zf in tf.getmembers()
-                              if zf.isfile() and zf.name != METADATA_FN}
-                # deal with links: They'll point to their parent object. Less
-                # waste of memory
-                links = {zl.name: self.zones[zl.linkname]
-                         for zl in tf.getmembers() if
-                         zl.islnk() or zl.issym()}
-                self.zones.update(links)
-                try:
-                    metadata_json = tf.extractfile(tf.getmember(METADATA_FN))
-                    metadata_str = metadata_json.read().decode('UTF-8')
-                    self.metadata = json.loads(metadata_str)
-                except KeyError:
-                    # no metadata in tar file
-                    self.metadata = None
-        else:
-            self.zones = {}
-            self.metadata = None
-
-    def get(self, name, default=None):
-        """
-        Wrapper for :func:`ZoneInfoFile.zones.get`. This is a convenience method
-        for retrieving zones from the zone dictionary.
-
-        :param name:
-            The name of the zone to retrieve. (Generally IANA zone names)
-
-        :param default:
-            The value to return in the event of a missing key.
-
-        .. versionadded:: 2.6.0
-
-        """
-        return self.zones.get(name, default)
-
-
-# The current API has gettz as a module function, although in fact it taps into
-# a stateful class. So as a workaround for now, without changing the API, we
-# will create a new "global" class instance the first time a user requests a
-# timezone. Ugly, but adheres to the api.
-#
-# TODO: Remove after deprecation period.
-_CLASS_ZONE_INSTANCE = []
-
-
-def get_zonefile_instance(new_instance=False):
-    """
-    This is a convenience function which provides a :class:`ZoneInfoFile`
-    instance using the data provided by the ``dateutil`` package. By default, it
-    caches a single instance of the ZoneInfoFile object and returns that.
-
-    :param new_instance:
-        If ``True``, a new instance of :class:`ZoneInfoFile` is instantiated and
-        used as the cached instance for the next call. Otherwise, new instances
-        are created only as necessary.
-
-    :return:
-        Returns a :class:`ZoneInfoFile` object.
-
-    .. versionadded:: 2.6
-    """
-    if new_instance:
-        zif = None
-    else:
-        zif = getattr(get_zonefile_instance, '_cached_instance', None)
-
-    if zif is None:
-        zif = ZoneInfoFile(getzoneinfofile_stream())
-
-        get_zonefile_instance._cached_instance = zif
-
-    return zif
-
-
-def gettz(name):
-    """
-    This retrieves a time zone from the local zoneinfo tarball that is packaged
-    with dateutil.
-
-    :param name:
-        An IANA-style time zone name, as found in the zoneinfo file.
-
-    :return:
-        Returns a :class:`dateutil.tz.tzfile` time zone object.
-
-    .. warning::
-        It is generally inadvisable to use this function, and it is only
-        provided for API compatibility with earlier versions. This is *not*
-        equivalent to ``dateutil.tz.gettz()``, which selects an appropriate
-        time zone based on the inputs, favoring system zoneinfo. This is ONLY
-        for accessing the dateutil-specific zoneinfo (which may be out of
-        date compared to the system zoneinfo).
-
-    .. deprecated:: 2.6
-        If you need to use a specific zoneinfofile over the system zoneinfo,
-        instantiate a :class:`dateutil.zoneinfo.ZoneInfoFile` object and call
-        :func:`dateutil.zoneinfo.ZoneInfoFile.get(name)` instead.
-
-        Use :func:`get_zonefile_instance` to retrieve an instance of the
-        dateutil-provided zoneinfo.
-    """
-    warnings.warn("zoneinfo.gettz() will be removed in future versions, "
-                  "to use the dateutil-provided zoneinfo files, instantiate a "
-                  "ZoneInfoFile object and use ZoneInfoFile.zones.get() "
-                  "instead. See the documentation for details.",
-                  DeprecationWarning)
-
-    if len(_CLASS_ZONE_INSTANCE) == 0:
-        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
-    return _CLASS_ZONE_INSTANCE[0].zones.get(name)
-
-
-def gettz_db_metadata():
-    """ Get the zonefile metadata
-
-    See `zonefile_metadata`_
-
-    :returns:
-        A dictionary with the database metadata
-
-    .. deprecated:: 2.6
-        See deprecation warning in :func:`zoneinfo.gettz`. To get metadata,
-        query the attribute ``zoneinfo.ZoneInfoFile.metadata``.
-    """
-    warnings.warn("zoneinfo.gettz_db_metadata() will be removed in future "
-                  "versions, to use the dateutil-provided zoneinfo files, "
-                  "ZoneInfoFile object and query the 'metadata' attribute "
-                  "instead. See the documentation for details.",
-                  DeprecationWarning)
-
-    if len(_CLASS_ZONE_INSTANCE) == 0:
-        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
-    return _CLASS_ZONE_INSTANCE[0].metadata
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz
deleted file mode 100644
index 1461f8c862df8c3eae75e0ea376788b5b2602269..0000000000000000000000000000000000000000
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k-Lu`Dsv!jAOj2G4i|ud!znM1_kpKbf&pA`9KpL$72fQJK^Z)<=

diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
deleted file mode 100644
index 684c6586f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
+++ /dev/null
@@ -1,75 +0,0 @@
-import logging
-import os
-import tempfile
-import shutil
-import json
-from subprocess import check_call, check_output
-from tarfile import TarFile
-
-from dateutil.zoneinfo import METADATA_FN, ZONEFILENAME
-
-
-def rebuild(filename, tag=None, format="gz", zonegroups=[], metadata=None):
-    """Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar*
-
-    filename is the timezone tarball from ``ftp.iana.org/tz``.
-
-    """
-    tmpdir = tempfile.mkdtemp()
-    zonedir = os.path.join(tmpdir, "zoneinfo")
-    moduledir = os.path.dirname(__file__)
-    try:
-        with TarFile.open(filename) as tf:
-            for name in zonegroups:
-                tf.extract(name, tmpdir)
-            filepaths = [os.path.join(tmpdir, n) for n in zonegroups]
-
-            _run_zic(zonedir, filepaths)
-
-        # write metadata file
-        with open(os.path.join(zonedir, METADATA_FN), 'w') as f:
-            json.dump(metadata, f, indent=4, sort_keys=True)
-        target = os.path.join(moduledir, ZONEFILENAME)
-        with TarFile.open(target, "w:%s" % format) as tf:
-            for entry in os.listdir(zonedir):
-                entrypath = os.path.join(zonedir, entry)
-                tf.add(entrypath, entry)
-    finally:
-        shutil.rmtree(tmpdir)
-
-
-def _run_zic(zonedir, filepaths):
-    """Calls the ``zic`` compiler in a compatible way to get a "fat" binary.
-
-    Recent versions of ``zic`` default to ``-b slim``, while older versions
-    don't even have the ``-b`` option (but default to "fat" binaries). The
-    current version of dateutil does not support Version 2+ TZif files, which
-    causes problems when used in conjunction with "slim" binaries, so this
-    function is used to ensure that we always get a "fat" binary.
-    """
-
-    try:
-        help_text = check_output(["zic", "--help"])
-    except OSError as e:
-        _print_on_nosuchfile(e)
-        raise
-
-    if b"-b " in help_text:
-        bloat_args = ["-b", "fat"]
-    else:
-        bloat_args = []
-
-    check_call(["zic"] + bloat_args + ["-d", zonedir] + filepaths)
-
-
-def _print_on_nosuchfile(e):
-    """Print helpful troubleshooting message
-
-    e is an exception raised by subprocess.check_call()
-
-    """
-    if e.errno == 2:
-        logging.error(
-            "Could not find zic. Perhaps you need to install "
-            "libc-bin or some other package that provides it, "
-            "or it's not in your PATH?")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
deleted file mode 100644
index d44697564..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
+++ /dev/null
@@ -1,9 +0,0 @@
-# -*- coding: utf-8 -*-
-from .events import Events, EventsException
-
-__version__ = '0.5'
-
-__all__ = [
-    Events.__name__,
-    EventsException.__name__,
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
deleted file mode 100644
index 082c0ecac..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
+++ /dev/null
@@ -1,120 +0,0 @@
-# -*- coding: utf-8 -*-
-
-"""
-    Events
-    ~~~~~~
-
-    Implements C#-Style Events.
-
-    Derived from the original work by Zoran Isailovski:
-    http://code.activestate.com/recipes/410686/ - Copyright (c) 2005
-
-    :copyright: (c) 2014-2017 by Nicola Iarocci.
-    :license: BSD, see LICENSE for more details.
-"""
-
-
-class _EventSlot:
-    def __init__(self, name):
-        self.targets = []
-        self.__name__ = name
-
-    def __repr__(self):
-        return "event '%s'" % self.__name__
-
-    def __call__(self, *a, **kw):
-        for f in tuple(self.targets):
-            f(*a, **kw)
-
-    def __iadd__(self, f):
-        self.targets.append(f)
-        return self
-
-    def __isub__(self, f):
-        while f in self.targets:
-            self.targets.remove(f)
-        return self
-
-    def __len__(self):
-        return len(self.targets)
-
-    def __iter__(self):
-        def gen():
-            for target in self.targets:
-                yield target
-        return gen()
-
-    def __getitem__(self, key):
-        return self.targets[key]
-
-
-class EventsException(Exception):
-    pass
-
-
-class Events:
-    """
-    Encapsulates the core to event subscription and event firing, and feels
-    like a "natural" part of the language.
-
-    The class Events is there mainly for 3 reasons:
-
-        - Events (Slots) are added automatically, so there is no need to
-        declare/create them separately. This is great for prototyping. (Note
-        that `__events__` is optional and should primarilly help detect
-        misspelled event names.)
-        - To provide (and encapsulate) some level of introspection.
-        - To "steel the name" and hereby remove unneeded redundancy in a call
-        like:
-
-            xxx.OnChange = event('OnChange')
-    """
-    def __init__(self, events=None, event_slot_cls=_EventSlot):
-        self.__event_slot_cls__ = event_slot_cls
-
-        if events is not None:
-
-            try:
-                for _ in events:
-                    break
-            except:
-                raise AttributeError("type object %s is not iterable" %
-                                     (type(events)))
-            else:
-                self.__events__ = events
-
-    def __getattr__(self, name):
-        if name.startswith('__'):
-            raise AttributeError("type object '%s' has no attribute '%s'" %
-                                 (self.__class__.__name__, name))
-
-        if hasattr(self, '__events__'):
-            if name not in self.__events__:
-                raise EventsException("Event '%s' is not declared" % name)
-
-        elif hasattr(self.__class__, '__events__'):
-            if name not in self.__class__.__events__:
-                raise EventsException("Event '%s' is not declared" % name)
-
-        self.__dict__[name] = ev = self.__event_slot_cls__(name)
-        return ev
-
-    def __getitem__(self, item):
-        return self.__dict__[item]
-
-    def __repr__(self):
-        return '<%s.%s object at %s>' % (self.__class__.__module__,
-                                         self.__class__.__name__,
-                                         hex(id(self)))
-
-    __str__ = __repr__
-
-    def __len__(self):
-        return len(list(self.__iter__()))
-
-    def __iter__(self):
-        def gen(dictitems=self.__dict__.items()):
-            for attr, val in dictitems:
-                if isinstance(val, self.__event_slot_cls__):
-                    yield val
-        return gen()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
deleted file mode 100644
index da7f94c44..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
+++ /dev/null
@@ -1,178 +0,0 @@
-# -*- coding: utf-8 -*-
-
-import unittest
-import events
-from events import Events, EventsException
-
-
-class TestBase(unittest.TestCase):
-    def setUp(self):
-        self.events = Events()
-
-    def callback1(self):
-        pass
-
-    def callback2(self):
-        pass
-
-    def callback3(self):
-        pass
-
-
-class TestEvents(TestBase):
-    def test_getattr(self):
-        class MyEvents(Events):
-            __events__ = ('on_eventOne', )
-
-        try:
-            MyEvents().on_eventNotOne += self.callback1
-        except EventsException:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
-
-        try:
-            self.events.on_eventNotOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-    def test_len(self):
-        # We want __events__ to be set to verify that it is not counted as
-        # part of __len__.
-        self.events = Events(events=("on_change", "on_get"))
-        self.events.on_change += self.callback1
-        self.events.on_get += self.callback2
-        self.assertEqual(len(self.events), 2)
-
-    def test_iter(self):
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_edit += self.callback1
-        i = 0
-        for event in self.events:
-            i += 1
-            self.assertTrue(isinstance(event, events.events._EventSlot))
-        self.assertEqual(i, 2)
-
-    def test_iter_custom_event_slot_cls(self):
-        class CustomEventSlot(events.events._EventSlot):
-            pass
-        self.events = Events(event_slot_cls=CustomEventSlot)
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_edit += self.callback1
-        i = 0
-        for event in self.events:
-            i += 1
-            self.assertTrue(isinstance(event, CustomEventSlot))
-        self.assertEqual(i, 2)
-
-    def test_event_slot_cls_default(self):
-        self.assertEqual(
-            events.events._EventSlot, self.events.__event_slot_cls__)
-
-    def test_event_slot_cls_custom(self):
-        class CustomEventSlot(events.events._EventSlot):
-            pass
-
-        custom = Events(event_slot_cls=CustomEventSlot)
-        self.assertEqual(CustomEventSlot, custom.__event_slot_cls__)
-
-
-class TestEventSlot(TestBase):
-    def setUp(self):
-        super(TestEventSlot, self).setUp()
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_change += self.callback3
-        self.events.on_edit += self.callback3
-
-    def test_type(self):
-        ev = self.events.on_change
-        self.assertTrue(isinstance(ev, events.events._EventSlot))
-        self.assertEqual(ev.__name__, 'on_change')
-
-    def test_len(self):
-        self.assertEqual(len(self.events.on_change), 3)
-        self.assertEqual(len(self.events.on_edit), 1)
-
-    def test_repr(self):
-        ev = self.events.on_change
-        self.assertEqual(ev.__repr__(), "event 'on_change'")
-
-    def test_iter(self):
-        ev = self.events.on_change
-        self.assertEqual(len(ev), 3)
-        i = 0
-        for target in ev:
-            i += 1
-            self.assertEqual(target.__name__, 'callback%d' % i)
-
-    def test_getitem(self):
-        ev = self.events.on_edit
-        self.assertEqual(len(ev), 1)
-        self.assertTrue(ev[0].__name__, 'callback3')
-        try:
-            ev[1]
-        except IndexError:
-            pass
-        else:
-            self.fail("IndexError expected.")
-        self.assertIs(ev, self.events["on_edit"])
-        self.assertIsNot(ev, self.events["on_change"])
-        try:
-            self.events["on_nonexistent_event"]
-        except KeyError:
-            pass
-        else:
-            self.fail("KeyError expected.")
-
-    def test_isub(self):
-        self.events.on_change -= self.callback1
-        ev = self.events.on_change
-        self.assertEqual(len(ev), 2)
-        self.assertEqual(ev[0].__name__, 'callback2')
-        self.assertEqual(ev[1].__name__, 'callback3')
-
-
-class TestInstanceEvents(TestBase):
-
-    def test_getattr(self):
-
-        MyEvents = Events(('on_eventOne', ))
-
-        try:
-            MyEvents.on_eventOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-        try:
-            MyEvents.on_eventNotOne += self.callback1
-        except EventsException:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
-
-        try:
-            self.events.on_eventNotOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-    def test_instance_restriction(self):
-
-        class MyEvents(Events):
-            __events__ = ('on_eventOne', 'on_eventTwo')
-
-        MyRestrictedInstance = MyEvents(('on_everyTwo', ))
-
-        try:
-            MyRestrictedInstance.on_everyTwo += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-        try:
-            MyRestrictedInstance.on_everyOne += self.callback1
-        except:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
deleted file mode 100644
index 19b6b4524..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
+++ /dev/null
@@ -1,31 +0,0 @@
-BSD 3-Clause License
-
-Copyright (c) 2013-2024, Kim Davies and contributors.
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are
-met:
-
-1. Redistributions of source code must retain the above copyright
-   notice, this list of conditions and the following disclaimer.
-
-2. Redistributions in binary form must reproduce the above copyright
-   notice, this list of conditions and the following disclaimer in the
-   documentation and/or other materials provided with the distribution.
-
-3. Neither the name of the copyright holder nor the names of its
-   contributors may be used to endorse or promote products derived from
-   this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
-HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
-SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
-TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
deleted file mode 100644
index b28f6ecdd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
+++ /dev/null
@@ -1,243 +0,0 @@
-Metadata-Version: 2.1
-Name: idna
-Version: 3.7
-Summary: Internationalized Domain Names in Applications (IDNA)
-Author-email: Kim Davies <kim+pypi@gumleaf.org>
-Requires-Python: >=3.5
-Description-Content-Type: text/x-rst
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: Intended Audience :: System Administrators
-Classifier: License :: OSI Approved :: BSD License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: Name Service (DNS)
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Topic :: Utilities
-Project-URL: Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst
-Project-URL: Issue tracker, https://github.com/kjd/idna/issues
-Project-URL: Source, https://github.com/kjd/idna
-
-Internationalized Domain Names in Applications (IDNA)
-=====================================================
-
-Support for the Internationalized Domain Names in
-Applications (IDNA) protocol as specified in `RFC 5891
-<https://tools.ietf.org/html/rfc5891>`_. This is the latest version of
-the protocol and is sometimes referred to as “IDNA 2008”.
-
-This library also provides support for Unicode Technical
-Standard 46, `Unicode IDNA Compatibility Processing
-<https://unicode.org/reports/tr46/>`_.
-
-This acts as a suitable replacement for the “encodings.idna”
-module that comes with the Python standard library, but which
-only supports the older superseded IDNA specification (`RFC 3490
-<https://tools.ietf.org/html/rfc3490>`_).
-
-Basic functions are simply executed:
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('ドメイン.テスト')
-    b'xn--eckwd4c7c.xn--zckzah'
-    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
-    ドメイン.テスト
-
-
-Installation
-------------
-
-This package is available for installation from PyPI:
-
-.. code-block:: bash
-
-    $ python3 -m pip install idna
-
-
-Usage
------
-
-For typical usage, the ``encode`` and ``decode`` functions will take a
-domain name argument and perform a conversion to A-labels or U-labels
-respectively.
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('ドメイン.テスト')
-    b'xn--eckwd4c7c.xn--zckzah'
-    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
-    ドメイン.テスト
-
-You may use the codec encoding and decoding methods using the
-``idna.codec`` module:
-
-.. code-block:: pycon
-
-    >>> import idna.codec
-    >>> print('домен.испытание'.encode('idna2008'))
-    b'xn--d1acufc.xn--80akhbyknj4f'
-    >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna2008'))
-    домен.испытание
-
-Conversions can be applied at a per-label basis using the ``ulabel`` or
-``alabel`` functions if necessary:
-
-.. code-block:: pycon
-
-    >>> idna.alabel('测试')
-    b'xn--0zwm56d'
-
-Compatibility Mapping (UTS #46)
-+++++++++++++++++++++++++++++++
-
-As described in `RFC 5895 <https://tools.ietf.org/html/rfc5895>`_, the
-IDNA specification does not normalize input from different potential
-ways a user may input a domain name. This functionality, known as
-a “mapping”, is considered by the specification to be a local
-user-interface issue distinct from IDNA conversion functionality.
-
-This library provides one such mapping that was developed by the
-Unicode Consortium. Known as `Unicode IDNA Compatibility Processing
-<https://unicode.org/reports/tr46/>`_, it provides for both a regular
-mapping for typical applications, as well as a transitional mapping to
-help migrate from older IDNA 2003 applications.
-
-For example, “Königsgäßchen” is not a permissible label as *LATIN
-CAPITAL LETTER K* is not allowed (nor are capital letters in general).
-UTS 46 will convert this into lower case prior to applying the IDNA
-conversion.
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('Königsgäßchen')
-    ...
-    idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed
-    >>> idna.encode('Königsgäßchen', uts46=True)
-    b'xn--knigsgchen-b4a3dun'
-    >>> print(idna.decode('xn--knigsgchen-b4a3dun'))
-    königsgäßchen
-
-Transitional processing provides conversions to help transition from
-the older 2003 standard to the current standard. For example, in the
-original IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was
-converted into two *LATIN SMALL LETTER S* (ss), whereas in the current
-IDNA specification this conversion is not performed.
-
-.. code-block:: pycon
-
-    >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)
-    'xn--knigsgsschen-lcb0w'
-
-Implementers should use transitional processing with caution, only in
-rare cases where conversion from legacy labels to current labels must be
-performed (i.e. IDNA implementations that pre-date 2008). For typical
-applications that just need to convert labels, transitional processing
-is unlikely to be beneficial and could produce unexpected incompatible
-results.
-
-``encodings.idna`` Compatibility
-++++++++++++++++++++++++++++++++
-
-Function calls from the Python built-in ``encodings.idna`` module are
-mapped to their IDNA 2008 equivalents using the ``idna.compat`` module.
-Simply substitute the ``import`` clause in your code to refer to the new
-module name.
-
-Exceptions
-----------
-
-All errors raised during the conversion following the specification
-should raise an exception derived from the ``idna.IDNAError`` base
-class.
-
-More specific exceptions that may be generated as ``idna.IDNABidiError``
-when the error reflects an illegal combination of left-to-right and
-right-to-left characters in a label; ``idna.InvalidCodepoint`` when
-a specific codepoint is an illegal character in an IDN label (i.e.
-INVALID); and ``idna.InvalidCodepointContext`` when the codepoint is
-illegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ
-but the contextual requirements are not satisfied.)
-
-Building and Diagnostics
-------------------------
-
-The IDNA and UTS 46 functionality relies upon pre-calculated lookup
-tables for performance. These tables are derived from computing against
-eligibility criteria in the respective standards. These tables are
-computed using the command-line script ``tools/idna-data``.
-
-This tool will fetch relevant codepoint data from the Unicode repository
-and perform the required calculations to identify eligibility. There are
-three main modes:
-
-* ``idna-data make-libdata``. Generates ``idnadata.py`` and
-  ``uts46data.py``, the pre-calculated lookup tables used for IDNA and
-  UTS 46 conversions. Implementers who wish to track this library against
-  a different Unicode version may use this tool to manually generate a
-  different version of the ``idnadata.py`` and ``uts46data.py`` files.
-
-* ``idna-data make-table``. Generate a table of the IDNA disposition
-  (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix
-  B.1 of RFC 5892 and the pre-computed tables published by `IANA
-  <https://www.iana.org/>`_.
-
-* ``idna-data U+0061``. Prints debugging output on the various
-  properties associated with an individual Unicode codepoint (in this
-  case, U+0061), that are used to assess the IDNA and UTS 46 status of a
-  codepoint. This is helpful in debugging or analysis.
-
-The tool accepts a number of arguments, described using ``idna-data
--h``. Most notably, the ``--version`` argument allows the specification
-of the version of Unicode to be used in computing the table data. For
-example, ``idna-data --version 9.0.0 make-libdata`` will generate
-library data against Unicode 9.0.0.
-
-
-Additional Notes
-----------------
-
-* **Packages**. The latest tagged release version is published in the
-  `Python Package Index <https://pypi.org/project/idna/>`_.
-
-* **Version support**. This library supports Python 3.5 and higher.
-  As this library serves as a low-level toolkit for a variety of
-  applications, many of which strive for broad compatibility with older
-  Python versions, there is no rush to remove older interpreter support.
-  Removing support for older versions should be well justified in that the
-  maintenance burden has become too high.
-
-* **Python 2**. Python 2 is supported by version 2.x of this library.
-  While active development of the version 2.x series has ended, notable
-  issues being corrected may be backported to 2.x. Use "idna<3" in your
-  requirements file if you need this library for a Python 2 application.
-
-* **Testing**. The library has a test suite based on each rule of the
-  IDNA specification, as well as tests that are provided as part of the
-  Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing
-  <https://unicode.org/reports/tr46/>`_.
-
-* **Emoji**. It is an occasional request to support emoji domains in
-  this library. Encoding of symbols like emoji is expressly prohibited by
-  the technical standard IDNA 2008 and emoji domains are broadly phased
-  out across the domain industry due to associated security risks. For
-  now, applications that need to support these non-compliant labels
-  may wish to consider trying the encode/decode operation in this library
-  first, and then falling back to using `encodings.idna`. See `the Github
-  project <https://github.com/kjd/idna/issues/18>`_ for more discussion.
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
deleted file mode 100644
index bf84d3918..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
+++ /dev/null
@@ -1,22 +0,0 @@
-idna-3.7.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-idna-3.7.dist-info/LICENSE.md,sha256=pZ8LDvNjWHQQmkRhykT_enDVBpboFHZ7-vch1Mmw2w8,1541
-idna-3.7.dist-info/METADATA,sha256=OixCk-dKLZkPy-MfviOmiPvwJ1O2K_8rqCrFjC_uxy4,9888
-idna-3.7.dist-info/RECORD,,
-idna-3.7.dist-info/WHEEL,sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4,81
-idna/__init__.py,sha256=KJQN1eQBr8iIK5SKrJ47lXvxG0BJ7Lm38W4zT0v_8lk,849
-idna/__pycache__/__init__.cpython-311.pyc,,
-idna/__pycache__/codec.cpython-311.pyc,,
-idna/__pycache__/compat.cpython-311.pyc,,
-idna/__pycache__/core.cpython-311.pyc,,
-idna/__pycache__/idnadata.cpython-311.pyc,,
-idna/__pycache__/intranges.cpython-311.pyc,,
-idna/__pycache__/package_data.cpython-311.pyc,,
-idna/__pycache__/uts46data.cpython-311.pyc,,
-idna/codec.py,sha256=PS6m-XmdST7Wj7J7ulRMakPDt5EBJyYrT3CPtjh-7t4,3426
-idna/compat.py,sha256=0_sOEUMT4CVw9doD3vyRhX80X19PwqFoUBs7gWsFME4,321
-idna/core.py,sha256=lyhpoe2vulEaB_65xhXmoKgO-xUqFDvcwxu5hpNNO4E,12663
-idna/idnadata.py,sha256=dqRwytzkjIHMBa2R1lYvHDwACenZPt8eGVu1Y8UBE-E,78320
-idna/intranges.py,sha256=YBr4fRYuWH7kTKS2tXlFjM24ZF1Pdvcir-aywniInqg,1881
-idna/package_data.py,sha256=Tkt0KnIeyIlnHddOaz9WSkkislNgokJAuE-p5GorMqo,21
-idna/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-idna/uts46data.py,sha256=1KuksWqLuccPXm2uyRVkhfiFLNIhM_H2m4azCcnOqEU,206503
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
deleted file mode 100644
index 3b5e64b5e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
+++ /dev/null
@@ -1,4 +0,0 @@
-Wheel-Version: 1.0
-Generator: flit 3.9.0
-Root-Is-Purelib: true
-Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
deleted file mode 100644
index a40eeafcc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
+++ /dev/null
@@ -1,44 +0,0 @@
-from .package_data import __version__
-from .core import (
-    IDNABidiError,
-    IDNAError,
-    InvalidCodepoint,
-    InvalidCodepointContext,
-    alabel,
-    check_bidi,
-    check_hyphen_ok,
-    check_initial_combiner,
-    check_label,
-    check_nfc,
-    decode,
-    encode,
-    ulabel,
-    uts46_remap,
-    valid_contextj,
-    valid_contexto,
-    valid_label_length,
-    valid_string_length,
-)
-from .intranges import intranges_contain
-
-__all__ = [
-    "IDNABidiError",
-    "IDNAError",
-    "InvalidCodepoint",
-    "InvalidCodepointContext",
-    "alabel",
-    "check_bidi",
-    "check_hyphen_ok",
-    "check_initial_combiner",
-    "check_label",
-    "check_nfc",
-    "decode",
-    "encode",
-    "intranges_contain",
-    "ulabel",
-    "uts46_remap",
-    "valid_contextj",
-    "valid_contexto",
-    "valid_label_length",
-    "valid_string_length",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
deleted file mode 100644
index c855a4de6..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
+++ /dev/null
@@ -1,118 +0,0 @@
-from .core import encode, decode, alabel, ulabel, IDNAError
-import codecs
-import re
-from typing import Any, Tuple, Optional
-
-_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
-
-class Codec(codecs.Codec):
-
-    def encode(self, data: str, errors: str = 'strict') -> Tuple[bytes, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return b"", 0
-
-        return encode(data), len(data)
-
-    def decode(self, data: bytes, errors: str = 'strict') -> Tuple[str, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return '', 0
-
-        return decode(data), len(data)
-
-class IncrementalEncoder(codecs.BufferedIncrementalEncoder):
-    def _buffer_encode(self, data: str, errors: str, final: bool) -> Tuple[bytes, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return b'', 0
-
-        labels = _unicode_dots_re.split(data)
-        trailing_dot = b''
-        if labels:
-            if not labels[-1]:
-                trailing_dot = b'.'
-                del labels[-1]
-            elif not final:
-                # Keep potentially unfinished label until the next call
-                del labels[-1]
-                if labels:
-                    trailing_dot = b'.'
-
-        result = []
-        size = 0
-        for label in labels:
-            result.append(alabel(label))
-            if size:
-                size += 1
-            size += len(label)
-
-        # Join with U+002E
-        result_bytes = b'.'.join(result) + trailing_dot
-        size += len(trailing_dot)
-        return result_bytes, size
-
-class IncrementalDecoder(codecs.BufferedIncrementalDecoder):
-    def _buffer_decode(self, data: Any, errors: str, final: bool) -> Tuple[str, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return ('', 0)
-
-        if not isinstance(data, str):
-            data = str(data, 'ascii')
-
-        labels = _unicode_dots_re.split(data)
-        trailing_dot = ''
-        if labels:
-            if not labels[-1]:
-                trailing_dot = '.'
-                del labels[-1]
-            elif not final:
-                # Keep potentially unfinished label until the next call
-                del labels[-1]
-                if labels:
-                    trailing_dot = '.'
-
-        result = []
-        size = 0
-        for label in labels:
-            result.append(ulabel(label))
-            if size:
-                size += 1
-            size += len(label)
-
-        result_str = '.'.join(result) + trailing_dot
-        size += len(trailing_dot)
-        return (result_str, size)
-
-
-class StreamWriter(Codec, codecs.StreamWriter):
-    pass
-
-
-class StreamReader(Codec, codecs.StreamReader):
-    pass
-
-
-def search_function(name: str) -> Optional[codecs.CodecInfo]:
-    if name != 'idna2008':
-        return None
-    return codecs.CodecInfo(
-        name=name,
-        encode=Codec().encode,
-        decode=Codec().decode,
-        incrementalencoder=IncrementalEncoder,
-        incrementaldecoder=IncrementalDecoder,
-        streamwriter=StreamWriter,
-        streamreader=StreamReader,
-    )
-
-codecs.register(search_function)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
deleted file mode 100644
index 786e6bda6..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
+++ /dev/null
@@ -1,13 +0,0 @@
-from .core import *
-from .codec import *
-from typing import Any, Union
-
-def ToASCII(label: str) -> bytes:
-    return encode(label)
-
-def ToUnicode(label: Union[bytes, bytearray]) -> str:
-    return decode(label)
-
-def nameprep(s: Any) -> None:
-    raise NotImplementedError('IDNA 2008 does not utilise nameprep protocol')
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
deleted file mode 100644
index 0dae61acd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
+++ /dev/null
@@ -1,395 +0,0 @@
-from . import idnadata
-import bisect
-import unicodedata
-import re
-from typing import Union, Optional
-from .intranges import intranges_contain
-
-_virama_combining_class = 9
-_alabel_prefix = b'xn--'
-_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
-
-class IDNAError(UnicodeError):
-    """ Base exception for all IDNA-encoding related problems """
-    pass
-
-
-class IDNABidiError(IDNAError):
-    """ Exception when bidirectional requirements are not satisfied """
-    pass
-
-
-class InvalidCodepoint(IDNAError):
-    """ Exception when a disallowed or unallocated codepoint is used """
-    pass
-
-
-class InvalidCodepointContext(IDNAError):
-    """ Exception when the codepoint is not valid in the context it is used """
-    pass
-
-
-def _combining_class(cp: int) -> int:
-    v = unicodedata.combining(chr(cp))
-    if v == 0:
-        if not unicodedata.name(chr(cp)):
-            raise ValueError('Unknown character in unicodedata')
-    return v
-
-def _is_script(cp: str, script: str) -> bool:
-    return intranges_contain(ord(cp), idnadata.scripts[script])
-
-def _punycode(s: str) -> bytes:
-    return s.encode('punycode')
-
-def _unot(s: int) -> str:
-    return 'U+{:04X}'.format(s)
-
-
-def valid_label_length(label: Union[bytes, str]) -> bool:
-    if len(label) > 63:
-        return False
-    return True
-
-
-def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool:
-    if len(label) > (254 if trailing_dot else 253):
-        return False
-    return True
-
-
-def check_bidi(label: str, check_ltr: bool = False) -> bool:
-    # Bidi rules should only be applied if string contains RTL characters
-    bidi_label = False
-    for (idx, cp) in enumerate(label, 1):
-        direction = unicodedata.bidirectional(cp)
-        if direction == '':
-            # String likely comes from a newer version of Unicode
-            raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx))
-        if direction in ['R', 'AL', 'AN']:
-            bidi_label = True
-    if not bidi_label and not check_ltr:
-        return True
-
-    # Bidi rule 1
-    direction = unicodedata.bidirectional(label[0])
-    if direction in ['R', 'AL']:
-        rtl = True
-    elif direction == 'L':
-        rtl = False
-    else:
-        raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label)))
-
-    valid_ending = False
-    number_type = None  # type: Optional[str]
-    for (idx, cp) in enumerate(label, 1):
-        direction = unicodedata.bidirectional(cp)
-
-        if rtl:
-            # Bidi rule 2
-            if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
-                raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx))
-            # Bidi rule 3
-            if direction in ['R', 'AL', 'EN', 'AN']:
-                valid_ending = True
-            elif direction != 'NSM':
-                valid_ending = False
-            # Bidi rule 4
-            if direction in ['AN', 'EN']:
-                if not number_type:
-                    number_type = direction
-                else:
-                    if number_type != direction:
-                        raise IDNABidiError('Can not mix numeral types in a right-to-left label')
-        else:
-            # Bidi rule 5
-            if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
-                raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx))
-            # Bidi rule 6
-            if direction in ['L', 'EN']:
-                valid_ending = True
-            elif direction != 'NSM':
-                valid_ending = False
-
-    if not valid_ending:
-        raise IDNABidiError('Label ends with illegal codepoint directionality')
-
-    return True
-
-
-def check_initial_combiner(label: str) -> bool:
-    if unicodedata.category(label[0])[0] == 'M':
-        raise IDNAError('Label begins with an illegal combining character')
-    return True
-
-
-def check_hyphen_ok(label: str) -> bool:
-    if label[2:4] == '--':
-        raise IDNAError('Label has disallowed hyphens in 3rd and 4th position')
-    if label[0] == '-' or label[-1] == '-':
-        raise IDNAError('Label must not start or end with a hyphen')
-    return True
-
-
-def check_nfc(label: str) -> None:
-    if unicodedata.normalize('NFC', label) != label:
-        raise IDNAError('Label must be in Normalization Form C')
-
-
-def valid_contextj(label: str, pos: int) -> bool:
-    cp_value = ord(label[pos])
-
-    if cp_value == 0x200c:
-
-        if pos > 0:
-            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
-                return True
-
-        ok = False
-        for i in range(pos-1, -1, -1):
-            joining_type = idnadata.joining_types.get(ord(label[i]))
-            if joining_type == ord('T'):
-                continue
-            elif joining_type in [ord('L'), ord('D')]:
-                ok = True
-                break
-            else:
-                break
-
-        if not ok:
-            return False
-
-        ok = False
-        for i in range(pos+1, len(label)):
-            joining_type = idnadata.joining_types.get(ord(label[i]))
-            if joining_type == ord('T'):
-                continue
-            elif joining_type in [ord('R'), ord('D')]:
-                ok = True
-                break
-            else:
-                break
-        return ok
-
-    if cp_value == 0x200d:
-
-        if pos > 0:
-            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
-                return True
-        return False
-
-    else:
-
-        return False
-
-
-def valid_contexto(label: str, pos: int, exception: bool = False) -> bool:
-    cp_value = ord(label[pos])
-
-    if cp_value == 0x00b7:
-        if 0 < pos < len(label)-1:
-            if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c:
-                return True
-        return False
-
-    elif cp_value == 0x0375:
-        if pos < len(label)-1 and len(label) > 1:
-            return _is_script(label[pos + 1], 'Greek')
-        return False
-
-    elif cp_value == 0x05f3 or cp_value == 0x05f4:
-        if pos > 0:
-            return _is_script(label[pos - 1], 'Hebrew')
-        return False
-
-    elif cp_value == 0x30fb:
-        for cp in label:
-            if cp == '\u30fb':
-                continue
-            if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'):
-                return True
-        return False
-
-    elif 0x660 <= cp_value <= 0x669:
-        for cp in label:
-            if 0x6f0 <= ord(cp) <= 0x06f9:
-                return False
-        return True
-
-    elif 0x6f0 <= cp_value <= 0x6f9:
-        for cp in label:
-            if 0x660 <= ord(cp) <= 0x0669:
-                return False
-        return True
-
-    return False
-
-
-def check_label(label: Union[str, bytes, bytearray]) -> None:
-    if isinstance(label, (bytes, bytearray)):
-        label = label.decode('utf-8')
-    if len(label) == 0:
-        raise IDNAError('Empty Label')
-
-    check_nfc(label)
-    check_hyphen_ok(label)
-    check_initial_combiner(label)
-
-    for (pos, cp) in enumerate(label):
-        cp_value = ord(cp)
-        if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']):
-            continue
-        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']):
-            if not valid_contextj(label, pos):
-                raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format(
-                    _unot(cp_value), pos+1, repr(label)))
-        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']):
-            if not valid_contexto(label, pos):
-                raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label)))
-        else:
-            raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label)))
-
-    check_bidi(label)
-
-
-def alabel(label: str) -> bytes:
-    try:
-        label_bytes = label.encode('ascii')
-        ulabel(label_bytes)
-        if not valid_label_length(label_bytes):
-            raise IDNAError('Label too long')
-        return label_bytes
-    except UnicodeEncodeError:
-        pass
-
-    check_label(label)
-    label_bytes = _alabel_prefix + _punycode(label)
-
-    if not valid_label_length(label_bytes):
-        raise IDNAError('Label too long')
-
-    return label_bytes
-
-
-def ulabel(label: Union[str, bytes, bytearray]) -> str:
-    if not isinstance(label, (bytes, bytearray)):
-        try:
-            label_bytes = label.encode('ascii')
-        except UnicodeEncodeError:
-            check_label(label)
-            return label
-    else:
-        label_bytes = label
-
-    label_bytes = label_bytes.lower()
-    if label_bytes.startswith(_alabel_prefix):
-        label_bytes = label_bytes[len(_alabel_prefix):]
-        if not label_bytes:
-            raise IDNAError('Malformed A-label, no Punycode eligible content found')
-        if label_bytes.decode('ascii')[-1] == '-':
-            raise IDNAError('A-label must not end with a hyphen')
-    else:
-        check_label(label_bytes)
-        return label_bytes.decode('ascii')
-
-    try:
-        label = label_bytes.decode('punycode')
-    except UnicodeError:
-        raise IDNAError('Invalid A-label')
-    check_label(label)
-    return label
-
-
-def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str:
-    """Re-map the characters in the string according to UTS46 processing."""
-    from .uts46data import uts46data
-    output = ''
-
-    for pos, char in enumerate(domain):
-        code_point = ord(char)
-        try:
-            uts46row = uts46data[code_point if code_point < 256 else
-                bisect.bisect_left(uts46data, (code_point, 'Z')) - 1]
-            status = uts46row[1]
-            replacement = None  # type: Optional[str]
-            if len(uts46row) == 3:
-                replacement = uts46row[2]
-            if (status == 'V' or
-                    (status == 'D' and not transitional) or
-                    (status == '3' and not std3_rules and replacement is None)):
-                output += char
-            elif replacement is not None and (status == 'M' or
-                    (status == '3' and not std3_rules) or
-                    (status == 'D' and transitional)):
-                output += replacement
-            elif status != 'I':
-                raise IndexError()
-        except IndexError:
-            raise InvalidCodepoint(
-                'Codepoint {} not allowed at position {} in {}'.format(
-                _unot(code_point), pos + 1, repr(domain)))
-
-    return unicodedata.normalize('NFC', output)
-
-
-def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes:
-    if not isinstance(s, str):
-        try:
-            s = str(s, 'ascii')
-        except UnicodeDecodeError:
-            raise IDNAError('should pass a unicode string to the function rather than a byte string.')
-    if uts46:
-        s = uts46_remap(s, std3_rules, transitional)
-    trailing_dot = False
-    result = []
-    if strict:
-        labels = s.split('.')
-    else:
-        labels = _unicode_dots_re.split(s)
-    if not labels or labels == ['']:
-        raise IDNAError('Empty domain')
-    if labels[-1] == '':
-        del labels[-1]
-        trailing_dot = True
-    for label in labels:
-        s = alabel(label)
-        if s:
-            result.append(s)
-        else:
-            raise IDNAError('Empty label')
-    if trailing_dot:
-        result.append(b'')
-    s = b'.'.join(result)
-    if not valid_string_length(s, trailing_dot):
-        raise IDNAError('Domain too long')
-    return s
-
-
-def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str:
-    try:
-        if not isinstance(s, str):
-            s = str(s, 'ascii')
-    except UnicodeDecodeError:
-        raise IDNAError('Invalid ASCII in A-label')
-    if uts46:
-        s = uts46_remap(s, std3_rules, False)
-    trailing_dot = False
-    result = []
-    if not strict:
-        labels = _unicode_dots_re.split(s)
-    else:
-        labels = s.split('.')
-    if not labels or labels == ['']:
-        raise IDNAError('Empty domain')
-    if not labels[-1]:
-        del labels[-1]
-        trailing_dot = True
-    for label in labels:
-        s = ulabel(label)
-        if s:
-            result.append(s)
-        else:
-            raise IDNAError('Empty label')
-    if trailing_dot:
-        result.append('')
-    return '.'.join(result)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
deleted file mode 100644
index c61dcf977..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
+++ /dev/null
@@ -1,4245 +0,0 @@
-# This file is automatically generated by tools/idna-data
-
-__version__ = '15.1.0'
-scripts = {
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-        0x591000005c8,
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-        0x1b1200001b123,
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-        0x1b1640001b168,
-    ),
-}
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-}
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
deleted file mode 100644
index 6a43b0475..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
+++ /dev/null
@@ -1,54 +0,0 @@
-"""
-Given a list of integers, made up of (hopefully) a small number of long runs
-of consecutive integers, compute a representation of the form
-((start1, end1), (start2, end2) ...). Then answer the question "was x present
-in the original list?" in time O(log(# runs)).
-"""
-
-import bisect
-from typing import List, Tuple
-
-def intranges_from_list(list_: List[int]) -> Tuple[int, ...]:
-    """Represent a list of integers as a sequence of ranges:
-    ((start_0, end_0), (start_1, end_1), ...), such that the original
-    integers are exactly those x such that start_i <= x < end_i for some i.
-
-    Ranges are encoded as single integers (start << 32 | end), not as tuples.
-    """
-
-    sorted_list = sorted(list_)
-    ranges = []
-    last_write = -1
-    for i in range(len(sorted_list)):
-        if i+1 < len(sorted_list):
-            if sorted_list[i] == sorted_list[i+1]-1:
-                continue
-        current_range = sorted_list[last_write+1:i+1]
-        ranges.append(_encode_range(current_range[0], current_range[-1] + 1))
-        last_write = i
-
-    return tuple(ranges)
-
-def _encode_range(start: int, end: int) -> int:
-    return (start << 32) | end
-
-def _decode_range(r: int) -> Tuple[int, int]:
-    return (r >> 32), (r & ((1 << 32) - 1))
-
-
-def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool:
-    """Determine if `int_` falls into one of the ranges in `ranges`."""
-    tuple_ = _encode_range(int_, 0)
-    pos = bisect.bisect_left(ranges, tuple_)
-    # we could be immediately ahead of a tuple (start, end)
-    # with start < int_ <= end
-    if pos > 0:
-        left, right = _decode_range(ranges[pos-1])
-        if left <= int_ < right:
-            return True
-    # or we could be immediately behind a tuple (int_, end)
-    if pos < len(ranges):
-        left, _ = _decode_range(ranges[pos])
-        if left == int_:
-            return True
-    return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
deleted file mode 100644
index ed8111336..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
+++ /dev/null
@@ -1,2 +0,0 @@
-__version__ = '3.7'
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
deleted file mode 100644
index 6a1eddbfd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
+++ /dev/null
@@ -1,8598 +0,0 @@
-# This file is automatically generated by tools/idna-data
-# vim: set fileencoding=utf-8 :
-
-from typing import List, Tuple, Union
-
-
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
deleted file mode 100644
index c22865c32..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
+++ /dev/null
@@ -1,2 +0,0 @@
-For a list of all our amazing authors please see the contributors page:
-https://github.com/opensearch-project/opensearch-py/graphs/contributors
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
deleted file mode 100644
index f49a4e16e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
+++ /dev/null
@@ -1,201 +0,0 @@
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-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
deleted file mode 100644
index eade90bab..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
+++ /dev/null
@@ -1,126 +0,0 @@
-Metadata-Version: 2.1
-Name: opensearch-py
-Version: 2.6.0
-Summary: Python client for OpenSearch
-Home-page: https://github.com/opensearch-project/opensearch-py
-Author: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
-Author-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
-Maintainer: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
-Maintainer-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
-License: Apache-2.0
-Project-URL: Documentation, https://opensearch.org/docs/clients/python
-Project-URL: Source Code, https://github.com/opensearch-project/opensearch-py
-Project-URL: Issue Tracker, https://github.com/opensearch-project/opensearch-py/issues
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Intended Audience :: Developers
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Requires-Python: >=3.8, <4
-Description-Content-Type: text/markdown
-License-File: LICENSE.txt
-License-File: NOTICE.txt
-License-File: AUTHORS
-Requires-Dist: requests <3.0.0,>=2.4.0
-Requires-Dist: six
-Requires-Dist: python-dateutil
-Requires-Dist: certifi >=2022.12.07
-Requires-Dist: Events
-Requires-Dist: urllib3 <1.27,>=1.26.18 ; python_version < "3.10"
-Requires-Dist: urllib3 !=2.2.0,<3,>=1.26.18 ; python_version >= "3.10"
-Provides-Extra: async
-Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'async'
-Provides-Extra: develop
-Requires-Dist: requests <3.0.0,>=2.0.0 ; extra == 'develop'
-Requires-Dist: coverage <8.0.0 ; extra == 'develop'
-Requires-Dist: mock ; extra == 'develop'
-Requires-Dist: pyyaml ; extra == 'develop'
-Requires-Dist: pytest >=3.0.0 ; extra == 'develop'
-Requires-Dist: pytest-cov ; extra == 'develop'
-Requires-Dist: pytz ; extra == 'develop'
-Requires-Dist: botocore ; extra == 'develop'
-Requires-Dist: pytest-mock <4.0.0 ; extra == 'develop'
-Requires-Dist: sphinx ; extra == 'develop'
-Requires-Dist: sphinx-rtd-theme ; extra == 'develop'
-Requires-Dist: myst-parser ; extra == 'develop'
-Requires-Dist: sphinx-copybutton ; extra == 'develop'
-Requires-Dist: black >=24.3.0 ; extra == 'develop'
-Requires-Dist: jinja2 ; extra == 'develop'
-Provides-Extra: docs
-Requires-Dist: sphinx ; extra == 'docs'
-Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
-Requires-Dist: myst-parser ; extra == 'docs'
-Requires-Dist: sphinx-copybutton ; extra == 'docs'
-Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'docs'
-Provides-Extra: kerberos
-Requires-Dist: requests-kerberos ; extra == 'kerberos'
-
-[![Release](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml)
-[![CI](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml)
-[![Integration](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml)
-[![Chat](https://img.shields.io/badge/chat-on%20forums-blue)](https://discuss.opendistrocommunity.dev/c/clients/)
-![PRs welcome!](https://img.shields.io/badge/PRs-welcome!-success)
-
-![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)
-
-OpenSearch Python Client
-
-- [Welcome!](https://github.com/opensearch-project/opensearch-py#welcome)
-- [User Guide](https://github.com/opensearch-project/opensearch-py#user-guide)
-- [API Doc](https://opensearch-project.github.io/opensearch-py/)
-- [Compatibility with OpenSearch](https://github.com/opensearch-project/opensearch-py#compatibility-with-opensearch)
-- [Project Resources](https://github.com/opensearch-project/opensearch-py#project-resources)
-- [Code of Conduct](https://github.com/opensearch-project/opensearch-py#code-of-conduct)
-- [License](https://github.com/opensearch-project/opensearch-py#license)
-- [Copyright](https://github.com/opensearch-project/opensearch-py#copyright)
-
-# Welcome!
-
-**opensearch-py** is [a community-driven, open source fork](https://aws.amazon.com/blogs/opensource/introducing-opensearch/)
-of elasticsearch-py licensed under the [Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt). 
-For more information, see [opensearch.org](https://opensearch.org/) and the [API Doc](https://opensearch-project.github.io/opensearch-py/).
-
-## User Guide
-
-To get started with the OpenSearch Python Client, see [User Guide](https://github.com/opensearch-project/opensearch-py/blob/main/USER_GUIDE.md). This repository also contains [working samples](https://github.com/opensearch-project/opensearch-py/tree/main/samples) and [benchmarks](https://github.com/opensearch-project/opensearch-py/tree/main/benchmarks).
-
-## Compatibility with OpenSearch
-
-See [Compatibility](https://github.com/opensearch-project/opensearch-py/blob/main/COMPATIBILITY.md).
-
-## Project Resources
-
-* [Project Website](https://opensearch.org/)
-* [Downloads](https://opensearch.org/downloads.html)
-* [Documentation](https://opensearch.org/docs/latest/clients/python/)
-* Need help? Try [Forums](https://discuss.opendistrocommunity.dev/)
-* [Project Principles](https://opensearch.org/#principles)
-* [Contributing to OpenSearch](https://github.com/opensearch-project/opensearch-py/blob/main/CONTRIBUTING.md)
-* [Maintainer Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/MAINTAINERS.md)
-* [Release Management](https://github.com/opensearch-project/opensearch-py/blob/main/RELEASING.md)
-* [Admin Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/ADMINS.md)
-* [Security](https://github.com/opensearch-project/opensearch-py/blob/main/SECURITY.md)
-
-## Code of Conduct
-
-This project has adopted the 
-[Amazon Open Source Code of Conduct](https://github.com/opensearch-project/opensearch-py/blob/main/CODE_OF_CONDUCT.md).
-For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact 
-[opensource-codeofconduct@amazon.com](mailto:opensource-codeofconduct@amazon.com) with any additional questions or comments.
-
-## License
-
-This project is licensed under the
-[Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt).
-
-## Copyright
-
-Copyright OpenSearch Contributors. See 
-[NOTICE](https://github.com/opensearch-project/opensearch-py/blob/main/NOTICE.txt) for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
deleted file mode 100644
index d317fb967..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-OpenSearch (https://opensearch.org/)
-Copyright OpenSearch Contributors
-
-This product includes software developed by
-Elasticsearch (http://www.elastic.co).
-
-This product includes software developed by The Apache Software
-Foundation (http://www.apache.org/).
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD
deleted file mode 100644
index 0abef7b06..000000000
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-opensearchpy/metrics/__init__.py,sha256=QM5m-QVGZOC34-uxXYxzcbutDnq4PLZN9ifbY6T7wVI,459
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-opensearchpy/metrics/metrics_events.py,sha256=xNM5eQaJ1H-U975T_r1WuyYp2TaPoIv11Gnp60wmdTw,1775
-opensearchpy/metrics/metrics_none.py,sha256=V807w83O8yfRS-Zl6IBILPv5YF8wbDY0Dt-Fde2zvYo,1303
-opensearchpy/plugins/__init__.py,sha256=6S8ATE9Dc8k-8HXn9CLohbN-5kGXtZ8IOZg9Oaqd-TQ,279
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-opensearchpy/serializer.py,sha256=C_C31aCScXi2lsZnCgZ4yKEhjTLu0waxgFBQWDfwqc0,6514
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
deleted file mode 100644
index 832be1113..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.43.0)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
deleted file mode 100644
index e34654d44..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-opensearchpy
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
deleted file mode 100644
index 4cf251dbc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
+++ /dev/null
@@ -1,265 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# flake8: noqa
-from __future__ import absolute_import
-
-import logging
-import re
-import warnings
-
-from ._version import __versionstr__
-
-_major, _minor, _patch = [
-    int(x) for x in re.search(r"^(\d+)\.(\d+)\.(\d+)", __versionstr__).groups()  # type: ignore
-]
-
-VERSION = __version__ = (_major, _minor, _patch)
-
-logger = logging.getLogger("opensearch")
-logger.addHandler(logging.NullHandler())
-
-from .client import OpenSearch
-from .connection import (
-    Connection,
-    RequestsHttpConnection,
-    Urllib3HttpConnection,
-    connections,
-)
-from .connection_pool import ConnectionPool, ConnectionSelector, RoundRobinSelector
-from .exceptions import (
-    AuthenticationException,
-    AuthorizationException,
-    ConflictError,
-    ConnectionError,
-    ConnectionTimeout,
-    IllegalOperation,
-    ImproperlyConfigured,
-    NotFoundError,
-    OpenSearchDeprecationWarning,
-    OpenSearchDslException,
-    OpenSearchException,
-    OpenSearchWarning,
-    RequestError,
-    SerializationError,
-    SSLError,
-    TransportError,
-    UnknownDslObject,
-    ValidationException,
-)
-from .helpers import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
-from .helpers.aggs import A
-from .helpers.analysis import analyzer, char_filter, normalizer, token_filter, tokenizer
-from .helpers.document import Document, InnerDoc, MetaField
-from .helpers.faceted_search import (
-    DateHistogramFacet,
-    Facet,
-    FacetedResponse,
-    FacetedSearch,
-    HistogramFacet,
-    NestedFacet,
-    RangeFacet,
-    TermsFacet,
-)
-from .helpers.field import (
-    Binary,
-    Boolean,
-    Byte,
-    Completion,
-    CustomField,
-    Date,
-    DateRange,
-    DenseVector,
-    Double,
-    DoubleRange,
-    Field,
-    Float,
-    FloatRange,
-    GeoPoint,
-    GeoShape,
-    HalfFloat,
-    Integer,
-    IntegerRange,
-    Ip,
-    IpRange,
-    Join,
-    Keyword,
-    Long,
-    LongRange,
-    Murmur3,
-    Nested,
-    Object,
-    Percolator,
-    RangeField,
-    RankFeature,
-    RankFeatures,
-    ScaledFloat,
-    SearchAsYouType,
-    Short,
-    SparseVector,
-    Text,
-    TokenCount,
-    construct_field,
-)
-from .helpers.function import SF
-from .helpers.index import Index, IndexTemplate
-from .helpers.mapping import Mapping
-from .helpers.query import Q
-from .helpers.search import MultiSearch, Search
-from .helpers.update_by_query import UpdateByQuery
-from .helpers.utils import AttrDict, AttrList, DslBase
-from .helpers.wrappers import Range
-from .metrics import Metrics, MetricsEvents, MetricsNone
-from .serializer import JSONSerializer
-from .transport import Transport
-
-# Only raise one warning per deprecation message so as not
-# to spam up the user if the same action is done multiple times.
-warnings.simplefilter("default", category=OpenSearchDeprecationWarning, append=True)
-
-__all__ = [
-    "OpenSearch",
-    "Transport",
-    "ConnectionPool",
-    "ConnectionSelector",
-    "RoundRobinSelector",
-    "JSONSerializer",
-    "Connection",
-    "RequestsHttpConnection",
-    "Urllib3HttpConnection",
-    "ImproperlyConfigured",
-    "OpenSearchException",
-    "SerializationError",
-    "TransportError",
-    "NotFoundError",
-    "ConflictError",
-    "RequestError",
-    "ConnectionError",
-    "SSLError",
-    "ConnectionTimeout",
-    "AuthenticationException",
-    "AuthorizationException",
-    "OpenSearchWarning",
-    "OpenSearchDeprecationWarning",
-    "AWSV4SignerAuth",
-    "Urllib3AWSV4SignerAuth",
-    "RequestsAWSV4SignerAuth",
-    "A",
-    "AttrDict",
-    "AttrList",
-    "Binary",
-    "Boolean",
-    "Byte",
-    "Completion",
-    "CustomField",
-    "Date",
-    "DateHistogramFacet",
-    "DateRange",
-    "DenseVector",
-    "Document",
-    "Double",
-    "DoubleRange",
-    "DslBase",
-    "Facet",
-    "FacetedResponse",
-    "FacetedSearch",
-    "Field",
-    "Float",
-    "FloatRange",
-    "GeoPoint",
-    "GeoShape",
-    "HalfFloat",
-    "HistogramFacet",
-    "IllegalOperation",
-    "Index",
-    "IndexTemplate",
-    "InnerDoc",
-    "Integer",
-    "IntegerRange",
-    "Ip",
-    "IpRange",
-    "Join",
-    "Keyword",
-    "Long",
-    "LongRange",
-    "Mapping",
-    "MetaField",
-    "MultiSearch",
-    "Murmur3",
-    "Nested",
-    "NestedFacet",
-    "Object",
-    "OpenSearchDslException",
-    "Percolator",
-    "Q",
-    "Range",
-    "RangeFacet",
-    "RangeField",
-    "RankFeature",
-    "RankFeatures",
-    "SF",
-    "ScaledFloat",
-    "Search",
-    "SearchAsYouType",
-    "Short",
-    "SparseVector",
-    "TermsFacet",
-    "Text",
-    "TokenCount",
-    "UnknownDslObject",
-    "UpdateByQuery",
-    "ValidationException",
-    "analyzer",
-    "char_filter",
-    "connections",
-    "construct_field",
-    "normalizer",
-    "token_filter",
-    "tokenizer",
-    "__versionstr__",
-    "Metrics",
-    "MetricsEvents",
-    "MetricsNone",
-]
-
-try:
-    from ._async.client import AsyncOpenSearch
-    from ._async.http_aiohttp import AIOHttpConnection, AsyncConnection
-    from ._async.transport import AsyncTransport
-    from .connection import AsyncHttpConnection
-    from .helpers import AWSV4SignerAsyncAuth
-
-    __all__ += [
-        "AIOHttpConnection",
-        "AsyncConnection",
-        "AsyncTransport",
-        "AsyncOpenSearch",
-        "AsyncHttpConnection",
-        "AWSV4SignerAsyncAuth",
-    ]
-except (ImportError, SyntaxError):
-    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
deleted file mode 100644
index 7e52ae229..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
+++ /dev/null
@@ -1,25 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
deleted file mode 100644
index 5fd194610..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
+++ /dev/null
@@ -1,53 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# type: ignore
-
-# This file exists for the sole reason of making mypy not
-# complain about type issues to do with 'aiohttp' and 'yarl'.
-# We're in a catch-22 situation:
-# - If we use 'type: ignore' on 'import aiohttp' and it's not installed
-#   mypy will complain that the annotation is unnecessary.
-# - If we don't use 'type: ignore' on 'import aiohttp' and it
-#   it's not installed mypy will complain that it can't find
-#   type hints for aiohttp.
-# So to make mypy happy we move all our 'extra' imports here
-# and add a global 'type: ignore' which mypy never complains
-# about being unnecessary.
-
-import aiohttp
-import aiohttp.client_exceptions as aiohttp_exceptions
-
-# We do this because we don't explicitly require 'yarl'
-# within our [async] extra any more.
-# See AIOHttpConnection.request() for more information why.
-try:
-    import yarl
-except ImportError:
-    yarl = False
-
-__all__ = ["aiohttp", "aiohttp_exceptions", "yarl"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
deleted file mode 100644
index abca30670..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
+++ /dev/null
@@ -1,3064 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from __future__ import unicode_literals
-
-import logging
-from typing import Any, Type
-
-from ..transport import AsyncTransport, TransportError
-from .cat import CatClient
-from .client import Client
-from .cluster import ClusterClient
-from .dangling_indices import DanglingIndicesClient
-from .features import FeaturesClient
-from .http import HttpClient
-from .indices import IndicesClient
-from .ingest import IngestClient
-from .nodes import NodesClient
-from .plugins import PluginsClient
-from .remote import RemoteClient
-from .remote_store import RemoteStoreClient
-from .search_pipeline import SearchPipelineClient
-from .security import SecurityClient
-from .snapshot import SnapshotClient
-from .tasks import TasksClient
-from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
-
-logger = logging.getLogger("opensearch")
-
-
-class AsyncOpenSearch(Client):
-    """
-    OpenSearch client. Provides a straightforward mapping from
-    Python to OpenSearch REST endpoints.
-
-    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
-    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
-    :class:`~opensearchpy.client.CatClient`,
-    :class:`~opensearchpy.client.ClusterClient`,
-    :class:`~opensearchpy.client.IndicesClient`,
-    :class:`~opensearchpy.client.IngestClient`,
-    :class:`~opensearchpy.client.NodesClient`,
-    :class:`~opensearchpy.client.SnapshotClient` and
-    :class:`~opensearchpy.client.TasksClient` respectively. This is the
-    preferred (and only supported) way to get access to those classes and their
-    methods.
-
-    You can specify your own connection class which should be used by providing
-    the ``connection_class`` parameter::
-
-        # create connection to localhost using the ThriftConnection
-        client = OpenSearch(connection_class=ThriftConnection)
-
-    If you want to turn on sniffing you have several options (described
-    in :class:`~opensearchpy.Transport`)::
-
-        # create connection that will automatically inspect the cluster to get
-        # the list of active nodes. Start with nodes running on
-        # 'opensearchnode1' and 'opensearchnode2'
-        client = OpenSearch(
-            ['opensearchnode1', 'opensearchnode2'],
-            # sniff before doing anything
-            sniff_on_start=True,
-            # refresh nodes after a node fails to respond
-            sniff_on_connection_fail=True,
-            # and also every 60 seconds
-            sniffer_timeout=60
-        )
-
-    Different hosts can have different parameters, use a dictionary per node to
-    specify those::
-
-        # connect to localhost directly and another node using SSL on port 443
-        # and an url_prefix. Note that ``port`` needs to be an int.
-        client = OpenSearch([
-            {'host': 'localhost'},
-            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
-        ])
-
-    If using SSL, there are several parameters that control how we deal with
-    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs'
-        )
-
-    If using SSL, but don't verify the certs, a warning message is showed
-    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # no verify SSL certificates
-            verify_certs=False,
-            # don't show warnings about ssl certs verification
-            ssl_show_warn=False
-        )
-
-    SSL client authentication is supported
-    (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs',
-            # PEM formatted SSL client certificate
-            client_cert='/path/to/clientcert.pem',
-            # PEM formatted SSL client key
-            client_key='/path/to/clientkey.pem'
-        )
-
-    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
-    in conflict with other options::
-
-        client = OpenSearch(
-            [
-                'http://user:secret@localhost:9200/',
-                'https://user:secret@other_host:443/production'
-            ],
-            verify_certs=True
-        )
-
-    By default, `JSONSerializer
-    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
-    is used to encode all outgoing requests.
-    However, you can implement your own custom serializer::
-
-        from opensearchpy.serializer import JSONSerializer
-
-        class SetEncoder(JSONSerializer):
-            def default(self, obj):
-                if isinstance(obj, set):
-                    return list(obj)
-                if isinstance(obj, Something):
-                    return 'CustomSomethingRepresentation'
-                return JSONSerializer.default(self, obj)
-
-        client = OpenSearch(serializer=SetEncoder())
-
-    """
-
-    # include PIT functions inside _patch.py
-    from ._patch import (  # type: ignore
-        create_point_in_time,
-        delete_point_in_time,
-        list_all_point_in_time,
-    )
-
-    def __init__(
-        self,
-        hosts: Any = None,
-        transport_class: Type[AsyncTransport] = AsyncTransport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        super().__init__(hosts, transport_class, **kwargs)
-
-        # namespaced clients for compatibility with API names
-        self.search_pipeline = SearchPipelineClient(self)
-        self.cat = CatClient(self)
-        self.cluster = ClusterClient(self)
-        self.dangling_indices = DanglingIndicesClient(self)
-        self.indices = IndicesClient(self)
-        self.ingest = IngestClient(self)
-        self.nodes = NodesClient(self)
-        self.remote = RemoteClient(self)
-        self.security = SecurityClient(self)
-        self.snapshot = SnapshotClient(self)
-        self.tasks = TasksClient(self)
-        self.remote_store = RemoteStoreClient(self)
-
-        self.features = FeaturesClient(self)
-        self.plugins = PluginsClient(self)
-        self.http = HttpClient(self)
-
-    def __repr__(self) -> Any:
-        try:
-            # get a list of all connections
-            cons: Any = self.transport.hosts
-            # truncate to 5 if there are too many
-            if len(cons) > 5:
-                cons = cons[:5] + ["..."]
-            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
-        except Exception:
-            # probably operating on custom transport and connection_pool, ignore
-            return super(AsyncOpenSearch, self).__repr__()
-
-    async def __aenter__(self) -> Any:
-        if hasattr(self.transport, "_async_call"):
-            await self.transport._async_call()
-        return self
-
-    async def __aexit__(self, *_: Any) -> None:
-        await self.close()
-
-    async def close(self) -> None:
-        """Closes the Transport and all internal connections"""
-        await self.transport.close()
-
-    # AUTO-GENERATED-API-DEFINITIONS #
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def ping(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns whether the cluster is running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        try:
-            return await self.transport.perform_request(
-                "HEAD", "/", params=params, headers=headers
-            )
-        except TransportError:
-            return False
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the cluster.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def create(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a new document in the index.  Returns a 409 response when a document
-        with a same ID already exists in the index.
-
-
-        :arg index: Name of the data stream or index to target. If the
-            target doesn’t exist and matches the name or wildcard (`*`) pattern of
-            an index template with a `data_stream` definition, this request creates
-            the data stream. If the target doesn’t exist and doesn’t match a data
-            stream template, this request creates the index.
-        :arg id: Unique identifier for the document.
-        :arg body: The document
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_create", id)
-
-        return await self.transport.perform_request(
-            "PUT", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "op_type",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def index(
-        self,
-        index: Any,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a document in an index.
-
-
-        :arg index: Name of the data stream or index to target.
-        :arg body: The document
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg op_type: Set to create to only index the document if it
-            does not already exist (put if absent).If a document with the specified
-            `_id` already exists, the indexing operation will fail.Same as using the
-            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
-            id is specified, it defaults to `index`.Otherwise, it defaults to
-            `create`.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the destination must be an index
-            alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST" if id in SKIP_IN_PATH else "PUT",
-            _make_path(index, "_doc", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def bulk(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to perform multiple index/update/delete operations in a single request.
-
-
-        :arg body: The operation definition and data (action-data
-            pairs), separated by newlines
-        :arg index: Name of the data stream, index, or index alias to
-            perform bulk actions on.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the request’s actions must target
-            an index alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each action waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_bulk"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def clear_scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Explicitly clears the search context for a scroll.
-
-
-        :arg body: Comma-separated list of scroll IDs to clear if none
-            was specified via the scroll_id parameter
-        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
-            clear all scroll IDs, use `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": [scroll_id]}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return await self.transport.perform_request(
-            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "min_score",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "terminate_after",
-    )
-    async def count(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns number of documents matching a query.
-
-
-        :arg body: Query to restrict the results specified with the
-            Query DSL (optional)
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed.This parameter can only be used when the `q` query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices are ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg min_score: Sets the minimum `_score` value that documents
-            must have to be included in the result.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_count"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def delete(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes a document from the index.
-
-
-        :arg index: Name of the target index.
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def delete_by_query(
-        self,
-        index: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes documents matching the provided query.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if delete by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid values are: `all`,
-            `open`, `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.Defaults to the index-level setting.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search
-            request.Defaults to no timeout.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each deletion request waits for active
-            shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_delete_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def delete_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Delete By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_delete_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    async def exists(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    async def exists_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document source exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return await self.transport.perform_request(
-            "HEAD", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "filter_path",
-        "human",
-        "lenient",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    async def explain(
-        self,
-        index: Any,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about why a specific matches (or doesn't match) a query.
-
-
-        :arg index: Index names used to limit the request. Only a single
-            index name can be provided to this parameter.
-        :arg id: Defines the document ID.
-        :arg body: The query definition using the Query DSL
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string. Default is _all.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return in the response.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_explain", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_unmapped",
-        "pretty",
-        "source",
-    )
-    async def field_caps(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about the capabilities of fields among multiple
-        indices.
-
-
-        :arg body: An index filter specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (*). To target all
-            data streams and indices, omit this parameter or use * or _all.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias,or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a requesttargeting `foo*,bar*`
-            returns an error if an index starts with foo but no index starts with
-            bar.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fields: Comma-separated list of fields to retrieve
-            capabilities for. Wildcard (`*`) expressions are supported.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg include_unmapped: If true, unmapped fields are included in
-            the response. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_field_caps"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    async def get(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    async def get_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the source of a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: Boolean) If true, the request is real-time as
-            opposed to near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return await self.transport.perform_request(
-            "GET", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    async def mget(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to get multiple documents in one request.
-
-
-        :arg body: Document identifiers; can be either `docs`
-            (containing full document information) or `ids` (when index is provided
-            in the URL.
-        :arg index: Name of the index to retrieve documents from when
-            `ids` are specified, or when a document in the `docs` array does not
-            specify an index.
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query parameter.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned. You can exclude fields from this subset
-            using the `_source_excludes` query parameter.If the `_source` parameter
-            is `false`, this parameter is ignored.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, the request refreshes relevant shards
-            before retrieving documents.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: If `true`, retrieves the document fields
-            stored in the index rather than the document `_source`.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_mget"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def msearch(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases to search.
-        :arg ccs_minimize_roundtrips: If true, network roundtrips
-            between the coordinating node and remote clusters are minimized for
-            cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the multi search API can execute.
-        :arg max_concurrent_shard_requests: Maximum number of concurrent
-            shard requests that each sub-search request executes per node. Default
-            is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold. This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method i.e., if date filters are mandatory to match but
-            the shard bounds and the query are disjoint.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, hits.total are returned as
-            an integer in the response. Defaults to false, which returns an object.
-            Default is false.
-        :arg search_type: Indicates whether global term and document
-            frequencies should be used when scoring returned documents. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: Specifies whether aggregation and suggester
-            names should be prefixed by their respective types in the response.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def msearch_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search template operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the API can run.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If `true`, the response returns
-            `hits.total` as an integer.If `false`, it returns `hits.total` as an
-            object. Default is false.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "ids",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    async def mtermvectors(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns multiple termvectors in one request.
-
-
-        :arg body: Define ids, documents, parameters or a list of
-            parameters per document here. You must at least provide a list of
-            document ids. See documentation.
-        :arg index: Name of the index that contains the documents.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ids: A comma-separated list of documents ids. You must
-            define ids as parameter or set "ids" or "docs" in the request body
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If true, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        path = _make_path(index, "_mtermvectors")
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_script(
-        self,
-        id: Any,
-        body: Any,
-        context: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-            Must be unique within the cluster.
-        :arg body: The document
-        :arg context: Context in which the script or search template
-            should run. To prevent errors, the API immediately compiles the script
-            or template in this context.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_scripts", id, context),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "search_type",
-        "source",
-    )
-    async def rank_eval(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to evaluate the quality of ranked search results over a set of typical
-        search queries.
-
-
-        :arg body: The ranking evaluation search definition, including
-            search requests, document ratings and ranking metric definition.
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard (`*`) expressions are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search_type: Search operation type
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_rank_eval"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_docs",
-        "pretty",
-        "refresh",
-        "requests_per_second",
-        "scroll",
-        "slices",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def reindex(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to copy documents from one index to another, optionally filtering the
-        source documents by a query, changing the destination index settings, or
-        fetching the documents from a remote cluster.
-
-
-        :arg body: The search definition using the Query DSL and the
-            prototype for the index request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_docs: Maximum number of documents to process. By
-            default, all documents.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, the request refreshes affected shards
-            to make this operation visible to search.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.Defaults to no throttle. Default is 0.
-        :arg scroll: Specifies how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg slices: The number of slices this task should be divided
-            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
-            Valid choices are auto.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each indexing waits for automatic index
-            creation, dynamic mapping updates, and waiting for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_reindex", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def reindex_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Reindex operation.
-
-
-        :arg task_id: Identifier for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_reindex", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def render_search_template(
-        self,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg id: ID of the search template to render. If no `source` is
-            specified, this or the `id` request body parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_render", "template", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def scripts_painless_execute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows an arbitrary script to be executed and a result to be returned.
-
-
-        :arg body: The script to execute
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_scripts/painless/_execute",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "rest_total_hits_as_int",
-        "scroll",
-        "source",
-    )
-    async def scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to retrieve a large numbers of results from a single search request.
-
-
-        :arg body: The scroll ID if not passed by URL or query
-            parameter.
-        :arg scroll_id: The scroll ID for scrolled search
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, the API response’s
-            hit.total property is returned as an integer. If false, the API
-            response’s hit.total property is returned as an object. Default is
-            false.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": scroll_id}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return await self.transport.perform_request(
-            "POST", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "include_named_queries_score",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_pipeline",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    async def search(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns results matching a query.
-
-
-        :arg body: The search definition using the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg _source: Indicates which source fields are returned for
-            matching documents.These fields are returned in the `hits._source`
-            property of the search response.Valid values are:`true` to return the
-            entire document source;`false` to not return the document
-            source;`<string>` to return the source fields that are specified as a
-            comma-separated list (supports wildcard (`*`) patterns).
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query
-            parameter.If the `_source` parameter is `false`, this parameter is
-            ignored.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned.You can exclude fields from this subset using
-            the `_source_excludes` query parameter.If the `_source` parameter is
-            `false`, this parameter is ignored.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg allow_partial_search_results: If true, returns partial
-            results if there are shard request timeouts or shard failures. If false,
-            returns an error with no partial results. Default is True.
-        :arg analyze_wildcard: If true, wildcard and prefix queries are
-            analyzed.This parameter can only be used when the q query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the q query string parameter is
-            specified.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node.This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: If true, network round-trips
-            between the coordinating node and the remote clusters are minimized when
-            executing cross-cluster search (CCS) requests. Default is True.
-        :arg default_operator: The default operator for query string
-            query: AND or OR.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the q query
-            string parameter is specified.
-        :arg docvalue_fields: A comma-separated list of fields to return
-            as the docvalue representation for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg explain: If `true`, returns detailed information about
-            score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting document offset.Needs to be non-negative.By
-            default, you cannot page through more than 10,000 hits using the `from`
-            and `size` parameters.To page through more hits, use the `search_after`
-            parameter. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices will be ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_named_queries_score: Indicates whether
-            hit.matched_queries should be rendered as a map that includes the name
-            of the matched query associated with its score (true) or as an array
-            containing the name of the matched queries (false) Default is false.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be
-            ignored.This parameter can only be used when the `q` query string
-            parameter is specified.
-        :arg max_concurrent_shard_requests: Defines the number of
-            concurrent shard requests per node this search executes
-            concurrently.This value should be used to limit the impact of the search
-            on the cluster in order to limit the number of concurrent shard
-            requests. Default is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold.This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method (if date filters are mandatory to match but the
-            shard bounds and the query are disjoint).When unspecified, the pre-
-            filter phase is executed if any of these conditions is met:the request
-            targets more than 128 shards;the request targets one or more read-only
-            index;the primary sort of the query targets an indexed field.
-        :arg preference: Nodes and shards used for the search.By
-            default, Opensearch selects from eligible nodes and shards using
-            adaptive replica selection, accounting for allocation awareness. Valid
-            values are:`_only_local` to run the search only on shards on the local
-            node;`_local` to, if possible, run the search on shards on the local
-            node, or if not, select shards using the default
-            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
-            specified nodes IDs, where, if suitable shards exist on more than one
-            selected node, use shards on those nodes using the default method, or if
-            none of the specified nodes are available, select shards from any
-            available node using the default method;`_prefer_nodes:<node-id>,<node-
-            id>` to if possible, run the search on the specified nodes IDs, or if
-            not, select shards using the default method;`_shards:<shard>,<shard>` to
-            run the search only on the specified shards;`<custom-string>` (any
-            string that does not start with `_`) to route searches with the same
-            `<custom-string>` to the same shards in the same order. Default is
-            random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax using query
-            parameter search.Query parameter searches do not support the full
-            Opensearch Query DSL but are handy for testing.
-        :arg request_cache: If `true`, the caching of search results is
-            enabled for requests where `size` is `0`.Defaults to index level
-            settings.
-        :arg rest_total_hits_as_int: Indicates whether `hits.total`
-            should be rendered as an integer or an object in the rest search
-            response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-            See Scroll search results.By default, this value cannot exceed `1d` (24
-            hours).You can change this limit using the `search.max_keep_alive`
-            cluster-level setting.
-        :arg search_pipeline: Customizable sequence of processing stages
-            applied to search queries.
-        :arg search_type: How distributed term frequencies are
-            calculated for relevance scoring. Valid choices are query_then_fetch,
-            dfs_query_then_fetch.
-        :arg seq_no_primary_term: If `true`, returns sequence number and
-            primary term of the last modification of each hit.
-        :arg size: Defines the number of hits to return.By default, you
-            cannot page through more than 10,000 hits using the `from` and `size`
-            parameters.To page through more hits, use the `search_after` parameter.
-            Default is 10.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return as part of a hit.If no fields are specified, no stored fields are
-            included in the response.If this field is specified, the `_source`
-            parameter defaults to `false`.You can pass `_source: true` to return
-            both source fields and stored fields in the search response.
-        :arg suggest_field: Specifies which field to use for
-            suggestions.
-        :arg suggest_mode: Specifies the suggest mode.This parameter can
-            only be used when the `suggest_field` and `suggest_text` query string
-            parameters are specified. Valid choices are missing, popular, always.
-        :arg suggest_size: Number of suggestions to return.This
-            parameter can only be used when the `suggest_field` and `suggest_text`
-            query string parameters are specified.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.This parameter can only be used when the
-            `suggest_field` and `suggest_text` query string parameters are
-            specified.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.If set to
-            `0` (default), the query does not terminate early.
-        :arg timeout: Specifies the period of time to wait for a
-            response from each shard.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg track_scores: If `true`, calculate and return document
-            scores, even if the scores are not used for sorting.
-        :arg track_total_hits: Number of hits matching the query to
-            count accurately.If `true`, the exact number of hits is returned at the
-            cost of some performance.If `false`, the response does not include the
-            total number of hits matching the query.
-        :arg typed_keys: If `true`, aggregation and suggester names are
-            be prefixed by their respective types in the response.
-        :arg version: If `true`, returns document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    async def search_shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the indices and shards that a search request would be
-        executed against.
-
-
-        :arg index: Returns the indices and shards that a search request
-            would be executed against.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "preference",
-        "pretty",
-        "profile",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def search_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (*).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response includes additional
-            details about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, specified concrete, expanded,
-            or aliased indices are not included in the response when throttled.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg profile: If `true`, the query execution is profiled.
-        :arg rest_total_hits_as_int: If true, hits.total are rendered as
-            an integer in the response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Specifies how long a consistent view of the
-            indexshould be maintained for scrolled search.
-        :arg search_type: The type of the search operation. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    async def termvectors(
-        self,
-        index: Any,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information and statistics about terms in the fields of a particular
-        document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg body: Define parameters and or supply a document to get
-            termvectors for. See documentation.
-        :arg id: Unique identifier of the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If `true`, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        path = _make_path(index, "_termvectors", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "lang",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "retry_on_conflict",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def update(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a document with a script or partial document.
-
-
-        :arg index: The name of the index
-        :arg id: Document ID
-        :arg body: The request definition requires either `script` or
-            partial `doc`
-        :arg _source: Set to false to disable source retrieval. You can
-            also specify a comma-separatedlist of the fields you want to retrieve.
-        :arg _source_excludes: Specify the source fields you want to
-            exclude.
-        :arg _source_includes: Specify the source fields you want to
-            retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg lang: The script language. Default is painless.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If 'true', Opensearch refreshes the affected
-            shards to make this operationvisible to search, if 'wait_for' then wait
-            for a refresh to make this operationvisible to search, if 'false' do
-            nothing with refreshes. Valid choices are true, false, wait_for.
-        :arg require_alias: If true, the destination must be an index
-            alias. Default is false.
-        :arg retry_on_conflict: Specify how many times should the
-            operation be retried when a conflict occurs. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for dynamic mapping updates and
-            active shards.This guarantees Opensearch waits for at least the timeout
-            before failing.The actual wait time could be longer, particularly when
-            multiple waits occur.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operations.Set to 'all' or any
-            positive integer up to the total number of shards in the
-            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
-            Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_update", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "pipeline",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def update_by_query(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs an update on every document in the index without changing the source,
-        for example to pick up a mapping change.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if update by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes affected shards to
-            make the operation visible to search.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search request.
-        :arg search_type: The type of the search operation. Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each update request waits for the following
-            operations: dynamic mapping updates, waiting for active shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_update_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def update_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Update By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_update_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_script_context(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all script contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_script_context", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_script_languages(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns available script types, languages and contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_script_language", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_partial_pit_creation",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "keep_alive",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    async def create_pit(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates point in time context.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_partial_pit_creation: Allow if point in time can be
-            created with partial failures.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg keep_alive: Specify the keep alive for point in time.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "point_in_time"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_pit(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes one or more point in time searches based on the IDs passed.
-
-
-        :arg body: The point-in-time ids to be deleted
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_search/point_in_time",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_search/point_in_time/_all", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
deleted file mode 100644
index 6aa2f81b8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
+++ /dev/null
@@ -1,148 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, query_params
-
-
-@query_params()
-async def list_all_point_in_time(
-    self: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Returns the list of active point in times searches
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'get_all_pits' API instead.
-
-    """
-    warnings.warn(
-        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.get_all_pits(params=params, headers=headers)
-
-
-@query_params(
-    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
-)
-async def create_point_in_time(
-    self: Any, index: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Create a point in time that can be used in subsequent searches
-
-
-    :arg index: A comma-separated list of index names to open point
-        in time; use `_all` or empty string to perform the operation on all
-        indices
-    :arg expand_wildcards: Whether to expand wildcard expression to
-        concrete indices that are open, closed or both.  Valid choices: open,
-        closed, hidden, none, all  Default: open
-    :arg ignore_unavailable: Whether specified concrete indices
-        should be ignored when unavailable (missing or closed)
-    :arg keep_alive: Specific the time to live for the point in time
-    :arg preference: Specify the node or shard the operation should
-        be performed on (default: random)
-    :arg routing: Specific routing value
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'create_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.create_pit(index=index, params=params, headers=headers)
-
-
-@query_params()
-async def delete_point_in_time(
-    self: Any,
-    body: Any = None,
-    all: bool = False,
-    params: Any = None,
-    headers: Any = None,
-) -> Any:
-    """
-    Delete a point in time
-
-
-    :arg body: a point-in-time id to delete
-    :arg all: set it to `True` to delete all alive point in time.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'delete_all_pits' or 'delete_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    if all:
-        return await self.delete_all_pits(params=params, headers=headers)
-    else:
-        return await self.delete_pit(body=body, params=params, headers=headers)
-
-
-@query_params()
-async def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Checks to see if the Security plugin is up and running.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'health' API instead.
-
-    """
-    warnings.warn(
-        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.health(params=params, headers=headers)
-
-
-@query_params()
-async def update_audit_config(
-    self: Any, body: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    A PUT call updates the audit configuration.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'update_audit_configuration' API instead.
-
-    """
-    warnings.warn(
-        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
-        DeprecationWarning,
-    )
-
-    if body in SKIP_IN_PATH:
-        raise ValueError("Empty value passed for a required argument 'body'.")
-
-    return await self.update_audit_configuration(
-        params=params, headers=headers, body=body
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
deleted file mode 100644
index 8e89206a4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
+++ /dev/null
@@ -1,1403 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class CatClient(NamespacedClient):
-    @query_params(
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def aliases(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows information about currently configured aliases to indices including
-        filter and routing infos.
-
-
-        :arg name: A comma-separated list of aliases to retrieve.
-            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
-            or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def all_pit_segments(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point-in-time segments.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def allocation(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a snapshot of how many shards are allocated to each data node and how
-        much disk space they are using.
-
-
-        :arg node_id: Comma-separated list of node identifiers or names
-            used to limit the returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "allocation", node_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def cluster_manager(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/cluster_manager", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def count(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides quick access to the document count of the entire cluster, or
-        individual indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "count", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def fielddata(
-        self,
-        fields: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows how much heap memory is currently being used by fielddata on every data
-        node in the cluster.
-
-
-        :arg fields: Comma-separated list of fields used to limit
-            returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "fielddata", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "ts",
-        "v",
-    )
-    async def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster health.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
-            Default is True.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/health", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
-    )
-    async def help(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns help for the Cat APIs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "health",
-        "help",
-        "human",
-        "include_unloaded_segments",
-        "local",
-        "master_timeout",
-        "pretty",
-        "pri",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def indices(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about indices: number of primaries and replicas, document
-        counts, disk size, ...
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: The type of index that wildcard patterns
-            can match. Valid choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg health: The health status used to limit returned indices.
-            By default, the response includes indices of any health status. Valid
-            choices are green, yellow, red.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg pri: If true, the response only includes information from
-            primary shards. Default is false.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def master(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        from warnings import warn
-
-        warn(
-            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
-        )
-        return await self.transport.perform_request(
-            "GET", "/_cat/master", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def nodeattrs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about custom node attributes.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/nodeattrs", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "full_id",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def nodes(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic statistics about performance of cluster nodes.
-
-
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg full_id: If `true`, return the full node ID. If `false`,
-            return the shortened node ID. Default is false.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local (Deprecated: This parameter does not cause this API
-            to act locally.): Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/nodes", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster pending tasks.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def pit_segments(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List segments for one or several PITs.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def plugins(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about installed plugins across nodes node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/plugins", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "bytes",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about index shard recoveries, both on-going completed.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def repositories(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about snapshot repositories registered in the cluster.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/repositories", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "allow_no_indices",
-        "bytes",
-        "completed_only",
-        "detailed",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "pretty",
-        "s",
-        "shards",
-        "source",
-        "time",
-        "timeout",
-        "v",
-    )
-    async def segment_replication(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about both on-going and latest completed Segment
-        Replication events.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            segment replication events. Default is false.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg completed_only: If `true`, the response only includes
-            latest completed segment replication events. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about segment replications. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg shards: Comma-separated list of shards to display.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg timeout: Operation timeout.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "segment_replication", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about the segments in the shards of an index.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a detailed view of shard allocation on nodes.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "size",
-        "source",
-        "v",
-    )
-    async def thread_pool(
-        self,
-        thread_pool_patterns: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster-wide thread pool statistics per node. By default the active,
-        queue and rejected statistics are returned for all thread pools.
-
-
-        :arg thread_pool_patterns: A comma-separated list of thread pool
-            names used to limit the request. Accepts wildcard expressions.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg size: The multiplier in which to display values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "thread_pool", thread_pool_patterns),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def snapshots(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all snapshots in a specific repository.
-
-
-        :arg repository: A comma-separated list of snapshot repositories
-            used to limit the request. Accepts wildcard expressions. `_all` returns
-            all repositories. If any repository fails during the request, Opensearch
-            returns an error.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, the response does not
-            include information from unavailable snapshots. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "snapshots", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the tasks currently executing on one or more nodes in
-        the cluster.
-
-
-        :arg actions: The task action names, which are used to limit the
-            response.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: The parent task identifier, which is used
-            to limit the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def templates(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about existing templates.
-
-
-        :arg name: The name of the template to return. Accepts wildcard
-            expressions. If omitted, all templates are returned.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
deleted file mode 100644
index 091bb5e9d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Optional, Type
-
-from opensearchpy.client.utils import _normalize_hosts
-from opensearchpy.transport import Transport
-
-
-class Client(object):
-    """
-    A generic async OpenSearch client.
-    """
-
-    def __init__(
-        self,
-        hosts: Optional[str] = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
deleted file mode 100644
index 04682b265..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
+++ /dev/null
@@ -1,1029 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class ClusterClient(NamespacedClient):
-    @query_params(
-        "awareness_attribute",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "level",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_events",
-        "wait_for_no_initializing_shards",
-        "wait_for_no_relocating_shards",
-        "wait_for_nodes",
-        "wait_for_status",
-    )
-    async def health(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the health of the cluster.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg awareness_attribute: The awareness attribute for which the
-            health is required.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg level: Can be one of cluster, indices or shards. Controls
-            the details level of the health information returned. Valid choices are
-            cluster, indices, shards, awareness_attributes.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: A number controlling to how many
-            active shards to wait for, all to wait for all shards in the cluster to
-            be active, or 0 to not wait. Valid choices are all, index-setting.
-        :arg wait_for_events: Can be one of immediate, urgent, high,
-            normal, low, languid. Wait until all currently queued events with the
-            given priority are processed. Valid choices are immediate, urgent, high,
-            normal, low, languid.
-        :arg wait_for_no_initializing_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard initializations. Defaults to false, which means it will
-            not wait for initializing shards.
-        :arg wait_for_no_relocating_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard relocations. Defaults to false, which means it will not
-            wait for relocating shards.
-        :arg wait_for_nodes: The request waits until the specified
-            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
-            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
-            notation.
-        :arg wait_for_status: One of green, yellow or red. Will wait
-            (until the timeout provided) until the status of the cluster changes to
-            the one provided or better, i.e. green > yellow > red. By default, will
-            not wait for any status. Valid choices are green, yellow, red.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "health", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of any cluster-level changes (e.g. create index, update mapping,
-        allocate or fail shard) which have not yet been executed.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cluster/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_metadata_version",
-        "wait_for_timeout",
-    )
-    async def state(
-        self,
-        metric: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a comprehensive information about the state of the cluster.
-
-
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_metadata_version: Wait for the metadata version to
-            be equal or greater than the specified metadata version
-        :arg wait_for_timeout: The maximum time to wait for
-            wait_for_metadata_version before timing out
-        """
-        if index and metric in SKIP_IN_PATH:
-            metric = "_all"
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "state", metric, index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def stats(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns high-level overview of cluster statistics.
-
-
-        :arg node_id: Comma-separated list of node filters used to limit
-            returned information. Defaults to all nodes in the cluster.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for each node to respond.If a node
-            does not respond before its timeout expires, the response does not
-            include its stats.However, timed out nodes are included in the
-            response’s `_nodes.failed` property. Defaults to no timeout.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            (
-                "/_cluster/stats"
-                if node_id in SKIP_IN_PATH
-                else _make_path("_cluster", "stats", "nodes", node_id)
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "explain",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "metric",
-        "pretty",
-        "retry_failed",
-        "source",
-        "timeout",
-    )
-    async def reroute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to manually change the allocation of individual shards in the cluster.
-
-
-        :arg body: The definition of `commands` to perform (`move`,
-            `cancel`, `allocate`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If true, then the request simulates the operation
-            only and returns the resulting state.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg explain: If true, then the response contains an explanation
-            of why the commands can or cannot be executed.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg metric: Limits the information returned to the specified
-            metrics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg retry_failed: If true, then retries allocation of shards
-            that are blocked due to too many subsequent allocation failures.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "include_defaults",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def get_settings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster settings.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_defaults: If `true`, returns default cluster
-            settings from the local node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cluster/settings", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_settings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster settings.
-
-
-        :arg body: The settings to be updated. Can be either `transient`
-            or `persistent` (survives cluster restart).
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def remote_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about configured remote clusters.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "include_disk_info",
-        "include_yes_decisions",
-        "pretty",
-        "source",
-    )
-    async def allocation_explain(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides explanations for shard allocations in the cluster.
-
-
-        :arg body: The index, shard, and primary flag to explain. Empty
-            means 'explain the first unassigned shard'
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_disk_info: If true, returns information about disk
-            usage and shard sizes. Default is false.
-        :arg include_yes_decisions: If true, returns YES decisions in
-            explanation. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_cluster/allocation/explain",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a component template.
-
-
-        :arg name: Name of the component template to delete. Wildcard
-            (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_component_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns one or more component templates.
-
-
-        :arg name: Name of the component template to retrieve. Wildcard
-            (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_component_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a component template.
-
-
-        :arg name: Name of the component template to create. Opensearch
-            includes the following built-in component templates: `logs-mappings`;
-            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
-            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
-            to configure backing indices for its data streams. If you use Opensearch
-            Agent and want to overwrite one of these templates, set the `version`
-            for your replacement template higher than the current version. If you
-            don’t use Opensearch Agent and want to disable all built-in component
-            and index templates, set `stack.templates.enabled` to `false` using the
-            cluster update settings API.
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing component templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular component template exist.
-
-
-        :arg name: Name of the component template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only.Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
-    )
-    async def delete_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears cluster voting config exclusions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_removal: Specifies whether to wait for all
-            excluded nodes to be removed from thecluster before clearing the voting
-            configuration exclusions list.Defaults to true, meaning that all
-            excluded nodes must be removed fromthe cluster before this API takes any
-            action. If set to false then thevoting configuration exclusions list is
-            cleared even if some excludednodes are still in the cluster. Default is
-            True.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_cluster/voting_config_exclusions",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "node_ids",
-        "node_names",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def post_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster voting config exclusions by node ids or node names.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg node_ids: A comma-separated list of the persistent ids of
-            the nodes to excludefrom the voting configuration. If specified, you may
-            not also specify node_names.
-        :arg node_names: A comma-separated list of the names of the
-            nodes to exclude from thevoting configuration. If specified, you may not
-            also specify node_ids.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: When adding a voting configuration exclusion, the
-            API waits for thespecified nodes to be excluded from the voting
-            configuration beforereturning. If the timeout expires before the
-            appropriate conditionis satisfied, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_decommission_awareness(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete any existing decommission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_weighted_routing(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete weighted shard routing weights.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_cluster/routing/awareness/weights",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get details and status of decommissioned attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if awareness_attribute_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'awareness_attribute_name'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                "_status",
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Fetches weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def put_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        awareness_attribute_value: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Decommissions an awareness attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg awareness_attribute_value: Awareness attribute value.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (awareness_attribute_name, awareness_attribute_value):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                awareness_attribute_value,
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def put_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
deleted file mode 100644
index 75e64013d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
+++ /dev/null
@@ -1,165 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class DanglingIndicesClient(NamespacedClient):
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to delete
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_dangling", index_uuid),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def import_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Imports the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to import
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_dangling_indices(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all dangling indices.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_dangling", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
deleted file mode 100644
index 85636694f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class FeaturesClient(NamespacedClient):
-    @query_params("master_timeout", "cluster_manager_timeout")
-    async def get_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets a list of features which can be included in snapshots using the
-        feature_states field when creating a snapshot
-
-
-        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
-            to master node
-        :arg cluster_manager_timeout: Explicit operation timeout for connection
-            to cluster_manager node
-        """
-        return await self.transport.perform_request(
-            "GET", "/_features", params=params, headers=headers
-        )
-
-    @query_params()
-    async def reset_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Resets the internal state of features, usually by deleting system indices
-
-
-        .. warning::
-
-            This API is **experimental** so may include breaking changes
-            or be removed in a future version
-        """
-        return await self.transport.perform_request(
-            "POST", "/_features/_reset", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
deleted file mode 100644
index 63d4df278..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
+++ /dev/null
@@ -1,128 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Mapping, Optional
-
-from .client import Client
-from .utils import NamespacedClient
-
-
-class HttpClient(NamespacedClient):
-    def __init__(self, client: Client) -> None:
-        super(HttpClient, self).__init__(client)
-
-    async def get(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a GET request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "GET", url=url, headers=headers, params=params, body=body
-        )
-
-    async def head(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a HEAD request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "HEAD", url=url, headers=headers, params=params, body=body
-        )
-
-    async def post(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a POST request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "POST", url=url, headers=headers, params=params, body=body
-        )
-
-    async def delete(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a DELETE request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "DELETE", url=url, headers=headers, params=params, body=body
-        )
-
-    async def put(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a PUT request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "PUT", url=url, headers=headers, params=params, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
deleted file mode 100644
index 66e4e60f1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
+++ /dev/null
@@ -1,2766 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndicesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def analyze(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the analysis process on a text and return the tokens breakdown of the
-        text.
-
-
-        :arg body: Define analyzer/tokenizer parameters and the text on
-            which the analysis should be performed
-        :arg index: The name of the index to scope the operation.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_analyze"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    async def refresh(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the refresh operation in one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_refresh"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "force",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "wait_if_ongoing",
-    )
-    async def flush(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the flush operation on one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to flush. Supports wildcards (`*`). To flush all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg force: If `true`, the request forces a flush even if there
-            are no changes to commit to the index.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_if_ongoing: If `true`, the flush operation blocks
-            until execution when another flush operation is running.If `false`,
-            Opensearch returns an error if you request a flush when another flush
-            operation is running. Default is True.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_flush"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def create(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates an index with optional settings and mappings.
-
-
-        :arg index: Name of the index you wish to create.
-        :arg body: The configuration for the index (`settings` and
-            `mappings`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation. Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "PUT", _make_path(index), params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def clone(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones an index.
-
-
-        :arg index: Name of the source index to clone.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_clone", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _all value targets onlymissing
-            or closed indices. This behavior applies even if the request targets
-            other open indices. For example,a request targeting foo*,bar* returns an
-            error if an index starts with foo but no index starts with bar. Default
-            is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard expressions
-            can match. If the request can target data streams, this
-            argumentdetermines whether wildcard expressions match hidden data
-            streams. Supports comma-separated values,such as open,hidden. Valid
-            choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, requests that target a
-            missing index return an error. Default is false.
-        :arg include_defaults: If true, return all default settings in
-            the response. Default is false.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def open(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Opens an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). By default,
-            you must explicitly name the indices you using to limit the request. To
-            limit a request using `_all`, `*`, or other wildcard expressions, change
-            the `action.destructive_requires_name` setting to false. You can update
-            this setting in the `opensearch.yml` file or using the cluster update
-            settings API.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_open"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def close(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Closes an index.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names used to limit the request.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_close"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index.
-
-
-        :arg index: Comma-separated list of indices to delete. You
-            cannot specify index aliases. By default, this parameter does not
-            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
-            `action.destructive_requires_name` cluster setting to `false`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def exists(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index exists.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "write_index_only",
-    )
-    async def put_mapping(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index mappings.
-
-
-        :arg body: The mapping definition
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg write_index_only: If `true`, the mappings are applied only
-            to the current write index for the target. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        if index in SKIP_IN_PATH:
-            index = "_all"
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_mapping"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_mapping(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mappings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_mapping"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def get_field_mapping(
-        self,
-        fields: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mapping for one or more fields.
-
-
-        :arg fields: Comma-separated list or wildcard expression of
-            fields used to limit returned information.
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if fields in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'fields'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path(index, "_mapping", "field", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_alias(
-        self,
-        index: Any,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices to
-            add. Supports wildcards (`*`). Wildcard patterns that match both data
-            streams and indices return an error.
-        :arg name: Alias to update. If the alias doesn’t exist, the
-            request creates it. Index alias names support date math.
-        :arg body: The settings for the alias, such as `routing` or
-            `filter`
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_alias", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def exists_alias(
-        self,
-        name: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular alias exists.
-
-
-        :arg name: Comma-separated list of aliases to check. Supports
-            wildcards (`*`).
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, requests that include a
-            missing data stream or index in the target indices or data streams
-            return an error.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def get_alias(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list of aliases to retrieve. Supports
-            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
-            or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def update_aliases(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates index aliases.
-
-
-        :arg body: The definition of `actions` to perform
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_aliases", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_alias(
-        self,
-        index: Any,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`).
-        :arg name: Comma-separated list of aliases to remove. Supports
-            wildcards (`*`). To remove all aliases, use `*` or `_all`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "order",
-        "pretty",
-        "source",
-    )
-    async def put_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: The name of the template
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns an error.
-        :arg order: Order in which Opensearch applies this template if
-            indexmatches multiple templates.Templates with lower 'order' values are
-            merged first. Templates with higher'order' values are merged later,
-            overriding templates with lower values.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: The comma separated names of the index templates
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Comma-separated list of index template names used to
-            limit the request. Wildcard (`*`) expressions are supported. To return
-            all index templates, omit this parameter or use a value of `_all` or
-            `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: The name of the legacy index template to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_settings(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns settings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list or wildcard expression of
-            settings to retrieve.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with foo but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. If`false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_settings", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "preserve_existing",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_settings(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index settings.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with `foo` but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can targetdata streams, this argument determines
-            whether wildcard expressions matchhidden data streams. Supports comma-
-            separated values, such as`open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg preserve_existing: If `true`, existing index settings
-            remain unchanged. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "forbid_closed_indices",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "include_unloaded_segments",
-        "level",
-        "pretty",
-        "source",
-    )
-    async def stats(
-        self,
-        index: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in an index.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg metric: Limit the information returned the specific
-            metrics.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argumentdetermines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values,such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg forbid_closed_indices: If true, statistics are not
-            collected from closed indices. Default is True.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about segments in a Lucene index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the request returns a verbose response.
-            Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_segments"), params=params, headers=headers
-        )
-
-    @query_params(
-        "all_shards",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "pretty",
-        "q",
-        "rewrite",
-        "source",
-    )
-    async def validate_query(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows a user to validate a potentially expensive query without executing it.
-
-
-        :arg body: The query definition specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg all_shards: If `true`, the validation is executed on all
-            shards instead of one random shard per index.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response returns detailed
-            information if an error has occurred.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg rewrite: If `true`, returns a more detailed explanation
-            showing the actual Lucene query that will be executed.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_validate", "query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "query",
-        "request",
-        "source",
-    )
-    async def clear_cache(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears all or specific caches for one or more indices.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg fielddata: If `true`, clears the fields cache.Use the
-            `fields` parameter to clear the cache of specific fields only.
-        :arg fields: Comma-separated list of field names used to limit
-            the `fielddata` parameter.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg query: If `true`, clears the query cache.
-        :arg request: If `true`, clears the request cache.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about ongoing index shard recoveries.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_recovery"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "only_ancient_segments",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg only_ancient_segments: If true, only ancient (an older
-            Lucene major release) segments will be upgraded.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    async def get_upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "status",
-    )
-    async def shard_stores(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides store information for shard copies of indices.
-
-
-        :arg index: List of data streams, indices, and aliases used to
-            limit the request.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _allvalue targets only missing
-            or closed indices. This behavior applies even if the requesttargets
-            other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams,this argument determines
-            whether wildcard expressions match hidden data streams. Valid choices
-            are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If true, missing or closed indices are
-            not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg status: List of shard health statuses used to limit the
-            request.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flush",
-        "human",
-        "ignore_unavailable",
-        "max_num_segments",
-        "only_expunge_deletes",
-        "pretty",
-        "primary_only",
-        "source",
-        "wait_for_completion",
-    )
-    async def forcemerge(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the force merge operation on one or more indices.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flush: Specify whether the index should be flushed after
-            performing the operation. Default is True.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg max_num_segments: The number of larger segments into which
-            smaller segments are merged.Set this parameter to 1 to merge all
-            segments into one segment.The default behavior is to perform the merge
-            as necessary.
-        :arg only_expunge_deletes: Specify whether the operation should
-            only expunge deleted documents
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg primary_only: Specify whether the operation should only
-            perform on primary shards. Defaults to false. Default is false.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request wait until the
-            force merge is completed. Default is True.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def shrink(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allow to shrink an existing index into a new index with fewer primary shards.
-
-
-        :arg index: Name of the source index to shrink.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_shrink", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def split(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows you to split an existing index into a new index with more primary
-        shards.
-
-
-        :arg index: Name of the source index to split.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_split", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def rollover(
-        self,
-        alias: Any,
-        body: Any = None,
-        new_index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates an alias to point to a new index when the existing index is considered
-        to be too large or too old.
-
-
-        :arg alias: Name of the data stream or index alias to roll over.
-        :arg body: The conditions that needs to be met for executing
-            rollover
-        :arg new_index: Name of the index to create. Supports date math.
-            Data streams do not support this parameter.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If `true`, checks whether the current index
-            satisfies the specified conditions but does not perform a rollover.
-            Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if alias in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'alias'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(alias, "_rollover", new_index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_data_stream(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a data stream.
-
-
-        :arg name: Name of the data stream, which must meet the
-            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
-            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
-            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
-            longer than 255 bytes. Multi-byte characters count towards this limit
-            faster.
-        :arg body: The data stream definition
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_data_stream", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_data_stream(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a data stream.
-
-
-        :arg name: Comma-separated list of data streams to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: Name of the index template to delete. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: Name of the index template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_index_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Name of the index template to retrieve. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def put_index_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: Index or template name
-        :arg body: The template definition
-        :arg cause: User defined reason for creating/updating the index
-            template. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def simulate_index_template(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate matching the given index name against the index templates in the
-        system.
-
-
-        :arg name: Index or template name to simulate
-        :arg body: New index template definition, which will be included
-            in the simulation, as if it already exists in the system
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, the template passed in the body is only
-            used if no existingtemplates match the same index patterns. If `false`,
-            the simulation usesthe template with the highest priority. Note that the
-            template is notpermanently added or updated in either case; it is only
-            used for thesimulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is receivedbefore the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate_index", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_data_stream(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns data streams.
-
-
-        :arg name: Comma-separated list of data stream names used to
-            limit the request. Wildcard (`*`) expressions are supported. If omitted,
-            all data streams are returned.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def simulate_template(
-        self,
-        body: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate resolving the given template name or body.
-
-
-        :arg name: Name of the index template to simulate. To test a
-            template configuration before you add it to the cluster, omit this
-            parameter and specify the template configuration in the request body.
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, the template passed in the body is only
-            used if no existing templates match the same index patterns. If false,
-            the simulation uses the template with the highest priority. Note that
-            the template is not permanently added or updated in either case; it is
-            only used for the simulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
-    )
-    async def resolve_index(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about any matching indices, aliases, and data streams.
-
-
-        :arg name: Comma-separated name(s) or index pattern(s) of the
-            indices, aliases, and data streams to resolve. Resources on remote
-            clusters can be specified using the `<cluster>`:`<name>` syntax.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def add_block(
-        self,
-        index: Any,
-        block: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds a block to an index.
-
-
-        :arg index: A comma separated list of indices to add a block to
-        :arg block: The block to add (one of read, write, read_only or
-            metadata)
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        for param in (index, block):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT", _make_path(index, "_block", block), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def data_streams_stats(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in a data stream.
-
-
-        :arg name: Comma-separated list of data streams used to limit
-            the request. Wildcard expressions (`*`) are supported. To target all
-            data streams in a cluster, omit this parameter or use `*`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_data_stream", name, "_stats"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
deleted file mode 100644
index 848466382..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
+++ /dev/null
@@ -1,256 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IngestClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_pipeline(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a pipeline.
-
-
-        :arg id: Comma-separated list of pipeline IDs to retrieve.
-            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
-            omit this parameter or use `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_pipeline(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a pipeline.
-
-
-        :arg id: ID of the ingest pipeline to create or update.
-        :arg body: The ingest definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_pipeline(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a pipeline.
-
-
-        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
-            to limit the request. To delete all ingest pipelines in a cluster, use a
-            value of `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
-    async def simulate(
-        self,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to simulate a pipeline with example documents.
-
-
-        :arg body: The simulate definition
-        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
-            the request body, this parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the response includes output data for
-            each processor in the executed pipeline. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_ingest", "pipeline", id, "_simulate"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def processor_grok(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of the built-in patterns.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_ingest/processor/grok", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
deleted file mode 100644
index eba764885..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
+++ /dev/null
@@ -1,294 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class NodesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def reload_secure_settings(
-        self,
-        body: Any = None,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reloads secure settings.
-
-
-        :arg body: An object containing the password for the opensearch
-            keystore
-        :arg node_id: The names of particular nodes in the cluster to
-            target.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_nodes", node_id, "reload_secure_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def info(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limits the information returned to the specific
-            metrics. Supports a comma-separated list, such as http,ingest.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "level",
-        "pretty",
-        "source",
-        "timeout",
-        "types",
-    )
-    async def stats(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        index_metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns statistical information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index_metric: Limit the information returned for indices
-            metric to the specific index metrics. It can be used only if indices (or
-            all) metric is specified.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg types: A comma-separated list of document types for the
-            indexing index metric.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "stats", metric, index_metric),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "doc_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_idle_threads",
-        "interval",
-        "pretty",
-        "snapshots",
-        "source",
-        "threads",
-        "timeout",
-    )
-    async def hot_threads(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about hot threads on each node in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg doc_type: The type to sample. Valid choices are cpu, wait,
-            block.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_idle_threads: Don't show threads that are in known-
-            idle places, such as waiting on a socket select or pulling from an empty
-            task queue. Default is True.
-        :arg interval: The interval for the second sampling of threads.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg snapshots: Number of samples of thread stacktrace. Default
-            is 10.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg threads: Specify the number of threads to provide
-            information for. Default is 3.
-        :arg timeout: Operation timeout.
-        """
-        # type is a reserved word so it cannot be used, use doc_type instead
-        if "doc_type" in params:
-            params["type"] = params.pop("doc_type")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "hot_threads"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def usage(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns low-level information about REST actions usage on nodes.
-
-
-        :arg node_id: A comma-separated list of node IDs or names to
-            limit the returned information; use `_local` to return information from
-            the node you're connecting to, leave empty to get information from all
-            nodes
-        :arg metric: Limits the information returned to the specific
-            metrics. A comma-separated list of the following options: `_all`,
-            `rest_actions`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "usage", metric),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
deleted file mode 100644
index c7d070fcf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from ..plugins.alerting import AlertingClient
-from ..plugins.index_management import IndexManagementClient
-from ..plugins.knn import KnnClient
-from ..plugins.notifications import NotificationsClient
-from ..plugins.rollups import RollupsClient
-from ..plugins.transforms import TransformsClient
-from .client import Client
-from .utils import NamespacedClient
-
-
-class PluginsClient(NamespacedClient):
-    alerting: Any
-    index_management: Any
-
-    def __init__(self, client: Client) -> None:
-        super(PluginsClient, self).__init__(client)
-        self.transforms = TransformsClient(client)
-        self.rollups = RollupsClient(client)
-        self.notifications = NotificationsClient(client)
-        self.knn = KnnClient(client)
-        # self.query_workbench = QueryWorkbenchClient(client)
-        # self.reporting = ReportingClient(client)
-        # self.notebooks = NotebooksClient(client)
-        self.alerting = AlertingClient(client)
-        # self.anomaly_detection = AnomalyDetectionClient(client)
-        # self.trace_analytics = TraceAnalyticsClient(client)
-        self.index_management = IndexManagementClient(client)
-
-        self._dynamic_lookup(client)
-
-    def _dynamic_lookup(self, client: Any) -> None:
-        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
-
-        plugins = [
-            # "query_workbench",
-            # "reporting",
-            # "notebooks",
-            "alerting",
-            # "anomaly_detection",
-            # "trace_analytics",
-            "index_management",
-        ]
-        for plugin in plugins:
-            if not hasattr(client, plugin):
-                setattr(client, plugin, getattr(self, plugin))
-            else:
-                warnings.warn(
-                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
-                    category=RuntimeWarning,
-                    stacklevel=2,
-                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
deleted file mode 100644
index 137872736..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class RemoteClient(NamespacedClient):
-    @query_params()
-    async def info(self, params: Any = None, headers: Any = None) -> Any:
-        return await self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
deleted file mode 100644
index 143ce0b3d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, query_params
-
-
-class RemoteStoreClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def restore(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores from remote store.
-
-
-        :arg body: Comma-separated list of index IDs
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
deleted file mode 100644
index 9225085fb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
+++ /dev/null
@@ -1,151 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SearchPipelineClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def get(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves information about a specified search pipeline.
-
-
-        :arg id: Comma-separated list of search pipeline ids. Wildcards
-            supported.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
deleted file mode 100644
index e13818691..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
+++ /dev/null
@@ -1,2344 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SecurityClient(NamespacedClient):
-    from ._patch import health_check, update_audit_config  # type: ignore
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_account_details(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns account details for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/account", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def change_password(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the password for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/account",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one action group.
-
-
-        :arg action_group: Action group to retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_action_groups(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all action groups.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a specified action group.
-
-
-        :arg action_group: Action group to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified action group.
-
-
-        :arg action_group: The name of the action group to create or
-            replace.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an action group.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_action_groups(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple action groups in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_users(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_users(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple internal users in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_roles(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all roles.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_roles(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple roles in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/roles",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role_mappings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all role mappings.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role_mappings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates multiple role mappings in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenants(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all tenants.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify a single tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_tenants(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify multiple tenants in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/tenants",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the current Security plugin configuration in JSON format.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the existing configuration using the REST API. Only accessible
-        by admins and users with rest api access and only when put or patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/securityconfig/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update the existing configuration using the REST API.
-        Only accessible by admins and users with rest api access and only when put or
-        patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    async def get_distinguished_names(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the cluster security certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def reload_transport_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload Transport layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/transport/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def reload_http_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload HTTP layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/http/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def flush_cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Flushes the Security plugin user, authentication, and authorization cache.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
-    async def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks to see if the Security plugin is up and running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/health", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_audit_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/audit/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update specified fields in the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/audit",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_distinguished_names(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Bulk update of distinguished names. Only accessible to super-admins and with
-        rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/nodesdn",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "auth_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def authinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authentication information.
-
-
-        :arg auth_type: The type of current authentication request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: Indicates whether a verbose response should be
-            returned.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def authtoken(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authorization token.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Not supported for cache API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def config_upgrade_check(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Check whether or not an upgrade can be performed and what resources can be
-        updated.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def config_upgrade_perform(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Helps cluster operator upgrade missing defaults and stale default definitions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/_upgrade_perform",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the allowlisted APIs. Accessible via Super Admin
-        certificate or REST API permission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_update_tenancy_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the multi-tenancy configuration. Only accessible to admins
-        and users with REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_user_legacy(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all distinguished names in the specified cluster or node allow list.
-        Only accessible to super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_obo_token(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates On-Behalf-Of token for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/api/generateonbehalfoftoken",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_user_token(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins", "_security", "api", "internalusers", username, "authtoken"
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_user_token_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_allowlist(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_dashboards_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    async def get_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_permissions_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the evaluated REST API permissions for the currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/permissionsinfo",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
-    async def get_sslinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the SSL configuration information.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg show_dn: The domain names from all certificates.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenancy_config(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves multi-tenancy configuration. Only accessible to admins and users with
-        REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_users_legacy(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/user", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def migrate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Migrates security configuration from v6 to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a distinguished cluster name for a specific cluster. Only accessible to
-        super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def post_dashboards_info(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/dashboardsinfo",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def tenant_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the tenant names if any exist. Only accesible to super admins or
-        kibanaserver user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the specified distinguished names in the cluster or node allow
-        list. Only accessible to super-admins and with rest-api permissions when
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
-    )
-    async def validate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks whether the v6 security configuration is valid and ready to be migrated
-        to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def who_am_i(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/whoami", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def who_am_i_protected(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user. User
-        needs to have access to this endpoint when authorization at REST layer is
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
deleted file mode 100644
index 80813d161..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
+++ /dev/null
@@ -1,611 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SnapshotClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def create(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a snapshot in a repository.
-
-
-        :arg repository: Repository for the snapshot.
-        :arg snapshot: Name of the snapshot. Must be unique in the
-            repository.
-        :arg body: The snapshot definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: If `true`, the request returns a
-            response when the snapshot is complete. If `false`, the request returns
-            a response when the snapshot initializes. Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def delete(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def get(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a snapshot.
-
-
-        :arg repository: Comma-separated list of snapshot repository
-            names used to limit the request. Wildcard (*) expressions are supported.
-        :arg snapshot: Comma-separated list of snapshot names to
-            retrieve. Also accepts wildcards (*). - To get information about all
-            snapshots in a registered repository, use a wildcard (*) or _all. - To
-            get information about any snapshots that are currently running, use
-            _current.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, the request returns an error
-            for any snapshots that are unavailable. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If true, returns additional information about each
-            snapshot such as the version of Opensearch which took the snapshot, the
-            start and end times of the snapshot, and the number of shards
-            snapshotted.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a repository.
-
-
-        :arg repository: Name of the snapshot repository to unregister.
-            Wildcard (`*`) patterns are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_repository(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a repository.
-
-
-        :arg repository: A comma-separated list of repository names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_snapshot", repository), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "verify",
-    )
-    async def create_repository(
-        self,
-        repository: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a repository.
-
-
-        :arg repository: A repository name
-        :arg body: The repository definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        :arg verify: Whether to verify the repository after creation
-        """
-        for param in (repository, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def restore(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A snapshot name
-        :arg body: Details of what to restore
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, snapshot, "_restore"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def status(
-        self,
-        repository: Any = None,
-        snapshot: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the status of a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether to ignore unavailable
-            snapshots, defaults to false which means a SnapshotMissingException is
-            thrown Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot, "_status"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def verify_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Verifies a repository.
-
-
-        :arg repository: A repository name
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_verify"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def cleanup_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes stale data from repository.
-
-
-        :arg repository: Snapshot repository to clean up.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_cleanup"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def clone(
-        self,
-        repository: Any,
-        snapshot: Any,
-        target_snapshot: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones indices from one snapshot into another snapshot in the same repository.
-
-
-        :arg repository: A repository name
-        :arg snapshot: The name of the snapshot to clone from
-        :arg target_snapshot: The name of the cloned snapshot to create
-        :arg body: The snapshot clone definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot, target_snapshot, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
deleted file mode 100644
index 7302cbacb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
+++ /dev/null
@@ -1,194 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TasksClient(NamespacedClient):
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "group_by",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    async def list(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of tasks.
-
-
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg group_by: Key used to group tasks in the response. Valid
-            choices are nodes, parents, none.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: Parent task ID used to limit returned
-            information. To return all tasks, omit this parameter or use a value of
-            `-1`.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "actions",
-        "error_trace",
-        "filter_path",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def cancel(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Cancels a task, if it can be cancelled through an API.
-
-
-        :arg task_id: ID of the task.
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names used to
-            limit the request.
-        :arg parent_task_id: Parent task ID used to limit the tasks.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request block until the
-            cancellation of the task and its descendant tasks is completed. Defaults
-            to false Default is false.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_tasks", task_id, "_cancel"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    async def get(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a task.
-
-
-        :arg task_id: ID of the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the task has completed. Default is false.
-        """
-        if task_id in SKIP_IN_PATH:
-            warnings.warn(
-                "Calling client.tasks.get() without a task_id is deprecated "
-                "and will be removed in v8.0. Use client.tasks.list() instead.",
-                category=DeprecationWarning,
-                stacklevel=3,
-            )
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_tasks", task_id), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
deleted file mode 100644
index dfeb096c3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from ...client.utils import NamespacedClient  # noqa
-from ...client.utils import (
-    SKIP_IN_PATH,
-    _bulk_body,
-    _escape,
-    _make_path,
-    _normalize_hosts,
-    query_params,
-)
-
-__all__ = [
-    "SKIP_IN_PATH",
-    "NamespacedClient",
-    "_make_path",
-    "query_params",
-    "_bulk_body",
-    "_escape",
-    "_normalize_hosts",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
deleted file mode 100644
index 319cf8192..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
+++ /dev/null
@@ -1,32 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from asyncio import get_running_loop
-
-from ..compat import *  # noqa
-
-__all__ = ["get_running_loop"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
deleted file mode 100644
index 03f880439..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
+++ /dev/null
@@ -1,498 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# Licensed to Elasticsearch B.V.under one or more agreements.
-# Elasticsearch B.V.licenses this file to you under the Apache 2.0 License.
-# See the LICENSE file in the project root for more information
-
-import asyncio
-import logging
-from typing import (
-    Any,
-    AsyncGenerator,
-    AsyncIterable,
-    Collection,
-    Iterable,
-    List,
-    Optional,
-    Tuple,
-    TypeVar,
-    Union,
-)
-
-from ...compat import map
-from ...exceptions import TransportError
-from ...helpers.actions import (
-    _ActionChunker,
-    _process_bulk_chunk_error,
-    _process_bulk_chunk_success,
-    expand_action,
-)
-from ...helpers.errors import ScanError
-
-logger: logging.Logger = logging.getLogger("opensearchpy.helpers")
-
-
-async def _chunk_actions(
-    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
-) -> AsyncGenerator[Any, None]:
-    """
-    Split actions into chunks by number or size, serialize them into strings in
-    the process.
-    """
-    chunker = _ActionChunker(
-        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
-    )
-    async for action, data in actions:
-        ret = chunker.feed(action, data)
-        if ret:
-            yield ret
-    ret = chunker.flush()
-    if ret:
-        yield ret
-
-
-async def _process_bulk_chunk(
-    client: Any,
-    bulk_actions: Any,
-    bulk_data: Any,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> AsyncGenerator[Tuple[bool, Any], None]:
-    """
-    Send a bulk request to opensearch and process the output.
-    """
-    if not isinstance(ignore_status, (list, tuple)):
-        ignore_status = (ignore_status,)
-
-    try:
-        # send the actual request
-        resp = await client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
-    except TransportError as e:
-        gen = _process_bulk_chunk_error(
-            error=e,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_exception=raise_on_exception,
-            raise_on_error=raise_on_error,
-        )
-    else:
-        gen = _process_bulk_chunk_success(
-            resp=resp,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_error=raise_on_error,
-        )
-    for item in gen:
-        yield item
-
-
-T = TypeVar("T")
-
-
-def aiter(x: Union[Iterable[T], AsyncIterable[T]]) -> Any:
-    """Turns an async iterable or iterable into an async iterator"""
-    if hasattr(x, "__anext__"):
-        return x
-    elif hasattr(x, "__aiter__"):
-        return x.__aiter__()
-
-    async def f() -> Any:
-        for item in x:
-            yield item
-
-    return f().__aiter__()
-
-
-async def azip(
-    *iterables: Union[Iterable[T], AsyncIterable[T]]
-) -> AsyncGenerator[Tuple[T, ...], None]:
-    """Zips async iterables and iterables into an async iterator
-    with the same behavior as zip()
-    """
-    aiters = [aiter(x) for x in iterables]
-    try:
-        while True:
-            yield tuple([await x.__anext__() for x in aiters])
-    except StopAsyncIteration:
-        pass
-
-
-async def async_streaming_bulk(
-    client: Any,
-    actions: Any,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    raise_on_error: bool = True,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    max_retries: int = 0,
-    initial_backoff: Union[float, int] = 2,
-    max_backoff: Union[float, int] = 600,
-    yield_ok: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> AsyncGenerator[Tuple[bool, Any], None]:
-    """
-    Streaming bulk consumes actions from the iterable passed in and yields
-    results per action. For non-streaming usecases use
-    :func:`~opensearchpy.helpers.async_bulk` which is a wrapper around streaming
-    bulk that returns summary information about the bulk operation once the
-    entire input is consumed and sent.
-
-    If you specify ``max_retries`` it will also retry any documents that were
-    rejected with a ``429`` status code. To do this it will wait (**by calling
-    asyncio.sleep**) for ``initial_backoff`` seconds and then,
-    every subsequent rejection for the same chunk, for double the time every
-    time up to ``max_backoff`` seconds.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg actions: iterable or async iterable containing the actions to be executed
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg max_retries: maximum number of times a document will be retried when
-        ``429`` is received, set to 0 (default) for no retries on ``429``
-    :arg initial_backoff: number of seconds we should wait before the first
-        retry. Any subsequent retries will be powers of ``initial_backoff *
-        2**retry_number``
-    :arg max_backoff: maximum number of seconds a retry will wait
-    :arg yield_ok: if set to False will skip successful documents in the output
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-
-    async def map_actions() -> Any:
-        async for item in aiter(actions):
-            yield expand_action_callback(item)
-
-    async for bulk_data, bulk_actions in _chunk_actions(
-        map_actions(), chunk_size, max_chunk_bytes, client.transport.serializer
-    ):
-        for attempt in range(max_retries + 1):
-            to_retry: Any = []
-            to_retry_data: Any = []
-            if attempt:
-                await asyncio.sleep(
-                    min(max_backoff, initial_backoff * 2 ** (attempt - 1))
-                )
-
-            try:
-                async for data, (ok, info) in azip(
-                    bulk_data,
-                    _process_bulk_chunk(
-                        client,
-                        bulk_actions,
-                        bulk_data,
-                        raise_on_exception,
-                        raise_on_error,
-                        ignore_status,
-                        *args,
-                        **kwargs,
-                    ),
-                ):
-                    if not ok:
-                        action, info = info.popitem()
-                        # retry if retries enabled, we get 429, and we are not
-                        # in the last attempt
-                        if (
-                            max_retries
-                            and info["status"] == 429
-                            and (attempt + 1) <= max_retries
-                        ):
-                            # _process_bulk_chunk expects strings so we need to
-                            # re-serialize the data
-                            to_retry.extend(
-                                map(client.transport.serializer.dumps, data)
-                            )
-                            to_retry_data.append(data)
-                        else:
-                            yield ok, {action: info}
-                    elif yield_ok:
-                        yield ok, info
-
-            except TransportError as e:
-                # suppress 429 errors since we will retry them
-                if attempt == max_retries or e.status_code != 429:
-                    raise
-            else:
-                if not to_retry:
-                    break
-                # retry only subset of documents that didn't succeed
-                bulk_actions, bulk_data = to_retry, to_retry_data
-
-
-async def async_bulk(
-    client: Any,
-    actions: Union[Iterable[Any], AsyncIterable[Any]],
-    stats_only: bool = False,
-    ignore_status: Optional[Union[int, Collection[int]]] = (),
-    *args: Any,
-    **kwargs: Any
-) -> Tuple[int, Union[int, List[Any]]]:
-    """
-    Helper for the :meth:`~opensearchpy.AsyncOpenSearch.bulk` api that provides
-    a more human friendly interface - it consumes an iterator of actions and
-    sends them to opensearch in chunks. It returns a tuple with summary
-    information - number of successfully executed actions and either list of
-    errors or number of errors if ``stats_only`` is set to ``True``. Note that
-    by default we raise a ``BulkIndexError`` when we encounter an error so
-    options like ``stats_only`` only+ apply when ``raise_on_error`` is set to
-    ``False``.
-
-    When errors are being collected original document data is included in the
-    error dictionary which can lead to an extra high memory usage. If you need
-    to process a lot of data and want to ignore/collect errors please consider
-    using the :func:`~opensearchpy.helpers.async_streaming_bulk` helper which will
-    just return the errors and not store them in memory.
-
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg stats_only: if `True` only report number of successful/failed
-        operations instead of just number of successful and a list of error responses
-    :arg ignore_status: list of HTTP status code that you want to ignore
-
-    Any additional keyword arguments will be passed to
-    :func:`~opensearchpy.helpers.async_streaming_bulk` which is used to execute
-    the operation, see :func:`~opensearchpy.helpers.async_streaming_bulk` for more
-    accepted parameters.
-    """
-    success, failed = 0, 0
-
-    # list of errors to be collected is not stats_only
-    errors = []
-
-    # make streaming_bulk yield successful results so we can count them
-    kwargs["yield_ok"] = True
-    async for ok, item in async_streaming_bulk(  # type: ignore
-        client, actions, ignore_status=ignore_status, *args, **kwargs
-    ):
-        # go through request-response pairs and detect failures
-        if not ok:
-            if not stats_only:
-                errors.append(item)
-            failed += 1
-        else:
-            success += 1
-
-    return success, failed if stats_only else errors
-
-
-async def async_scan(
-    client: Any,
-    query: Any = None,
-    scroll: str = "5m",
-    raise_on_error: bool = True,
-    preserve_order: bool = False,
-    size: int = 1000,
-    request_timeout: Any = None,
-    clear_scroll: bool = True,
-    scroll_kwargs: Any = None,
-    **kwargs: Any
-) -> Any:
-    """
-    Simple abstraction on top of the
-    :meth:`~opensearchpy.AsyncOpenSearch.scroll` api - a simple iterator that
-    yields all hits as returned by underlining scroll requests.
-
-    By default scan does not return results in any pre-determined order. To
-    have a standard order in the returned documents (either by score or
-    explicit sort definition) when scrolling, use ``preserve_order=True``. This
-    may be an expensive operation and will negate the performance benefits of
-    using ``scan``.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg raise_on_error: raises an exception (``ScanError``) if an error is
-        encountered (some shards fail to execute). By default we raise.
-    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
-        cause the scroll to paginate with preserving the order. Note that this
-        can be an extremely expensive operation and can easily lead to
-        unpredictable results, use with caution.
-    :arg size: size (per shard) of the batch send at each iteration.
-    :arg request_timeout: explicit timeout for each call to ``scan``
-    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
-        scroll API at the end of the method on completion or error, defaults
-        to true.
-    :arg scroll_kwargs: additional kwargs to be passed to
-        :meth:`~opensearchpy.AsyncOpenSearch.scroll`
-
-    Any additional keyword arguments will be passed to the initial
-    :meth:`~opensearchpy.AsyncOpenSearch.search` call::
-
-        async_scan(client,
-            query={"query": {"match": {"title": "python"}}},
-            index="orders-*",
-            doc_type="books"
-        )
-
-    """
-    scroll_kwargs = scroll_kwargs or {}
-
-    if not preserve_order:
-        query = query.copy() if query else {}
-        query["sort"] = "_doc"
-
-    # Grab options that should be propagated to every
-    # API call within this helper instead of just 'search()'
-    transport_kwargs = {}
-    for key in ("headers", "api_key", "http_auth"):
-        if key in kwargs:
-            transport_kwargs[key] = kwargs[key]
-
-    # If the user is using 'scroll_kwargs' we want
-    # to propagate there too, but to not break backwards
-    # compatibility we'll not override anything already given.
-    if scroll_kwargs is not None and transport_kwargs:
-        for key, val in transport_kwargs.items():
-            scroll_kwargs.setdefault(key, val)
-
-    # initial search
-    resp = await client.search(
-        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
-    )
-    scroll_id = resp.get("_scroll_id")
-
-    try:
-        while scroll_id and resp.get("hits", {}).get("hits"):
-            for hit in resp.get("hits", {}).get("hits", []):
-                yield hit
-
-            _shards = resp.get("_shards")
-
-            if _shards:
-                # Default to 0 if the value isn't included in the response
-                shards_successful = _shards.get("successful", 0)
-                shards_skipped = _shards.get("skipped", 0)
-                shards_total = _shards.get("total", 0)
-
-            # check if we have any errors
-            if (shards_successful + shards_skipped) < shards_total:
-                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
-                logger.warning(
-                    shards_message,
-                    shards_successful,
-                    shards_skipped,
-                    shards_total,
-                )
-                if raise_on_error:
-                    raise ScanError(
-                        scroll_id,
-                        shards_message
-                        % (
-                            shards_successful,
-                            shards_skipped,
-                            shards_total,
-                        ),
-                    )
-            resp = await client.scroll(
-                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
-            )
-            scroll_id = resp.get("_scroll_id")
-
-    finally:
-        if scroll_id and clear_scroll:
-            await client.clear_scroll(
-                body={"scroll_id": [scroll_id]},
-                **transport_kwargs,
-                ignore=(404,),
-            )
-
-
-async def async_reindex(
-    client: Any,
-    source_index: Union[str, Collection[str]],
-    target_index: str,
-    query: Any = None,
-    target_client: Any = None,
-    chunk_size: int = 500,
-    scroll: str = "5m",
-    scan_kwargs: Any = {},
-    bulk_kwargs: Any = {},
-) -> Tuple[int, Union[int, List[Any]]]:
-    """
-    Reindex all documents from one index that satisfy a given query
-    to another, potentially (if `target_client` is specified) on a different cluster.
-    If you don't specify the query you will reindex all the documents.
-
-    Since ``2.3`` a :meth:`~opensearchpy.AsyncOpenSearch.reindex` api is
-    available as part of opensearch itself. It is recommended to use the api
-    instead of this helper wherever possible. The helper is here mostly for
-    backwards compatibility and for situations where more flexibility is
-    needed.
-
-    .. note::
-
-        This helper doesn't transfer mappings, just the data.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use (for
-        read if `target_client` is specified as well)
-    :arg source_index: index (or list of indices) to read documents from
-    :arg target_index: name of the index in the target cluster to populate
-    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
-    :arg target_client: optional, is specified will be used for writing (thus
-        enabling reindex between clusters)
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg scan_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.async_scan`
-    :arg bulk_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.async_bulk`
-    """
-    target_client = client if target_client is None else target_client
-    docs = async_scan(
-        client, query=query, index=source_index, scroll=scroll, **scan_kwargs
-    )
-
-    async def _change_doc_index(hits: Any, index: Any) -> Any:
-        async for h in hits:
-            h["_index"] = index
-            if "fields" in h:
-                h.update(h.pop("fields"))
-            yield h
-
-    kwargs = {"stats_only": True}
-    kwargs.update(bulk_kwargs)
-    return await async_bulk(
-        target_client,
-        _change_doc_index(docs, target_index),
-        chunk_size=chunk_size,
-        **kwargs,
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
deleted file mode 100644
index 09549068e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
+++ /dev/null
@@ -1,471 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import collections.abc as collections_abc
-from fnmatch import fnmatch
-from typing import Any, Optional, Tuple, Type
-
-from six import add_metaclass
-
-from opensearchpy._async.client import AsyncOpenSearch
-from opensearchpy._async.helpers.index import AsyncIndex
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import (
-    IllegalOperation,
-    NotFoundError,
-    RequestError,
-    ValidationException,
-)
-from opensearchpy.helpers.document import DocumentMeta
-from opensearchpy.helpers.utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
-
-
-class AsyncIndexMeta(DocumentMeta):
-    # global flag to guard us from associating an Index with the base Document
-    # class, only user defined subclasses should have an _index attr
-    _document_initialized = False
-
-    def __new__(
-        cls,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        new_cls = super(AsyncIndexMeta, cls).__new__(cls, name, bases, attrs)
-        if cls._document_initialized:
-            index_opts = attrs.pop("Index", None)
-            index = cls.construct_index(index_opts, bases)
-            new_cls._index = index
-            index.document(new_cls)
-        cls._document_initialized = True
-        return new_cls
-
-    @classmethod
-    def construct_index(cls, opts: Any, bases: Any) -> Any:
-        if opts is None:
-            for b in bases:
-                if hasattr(b, "_index"):
-                    return b._index
-
-            # Set None as Index name so it will set _all while making the query
-            return AsyncIndex(name=None)
-
-        i = AsyncIndex(
-            getattr(opts, "name", "*"), using=getattr(opts, "using", "default")
-        )
-        i.settings(**getattr(opts, "settings", {}))
-        i.aliases(**getattr(opts, "aliases", {}))
-        for a in getattr(opts, "analyzers", ()):
-            i.analyzer(a)
-        return i
-
-
-@add_metaclass(AsyncIndexMeta)
-class AsyncDocument(ObjectBase):
-    """
-    Model-like class for persisting documents in opensearch.
-    """
-
-    @classmethod
-    def _matches(cls: Any, hit: Any) -> bool:
-        if cls._index._name is None:
-            return True
-        return fnmatch(hit.get("_index", ""), cls._index._name)
-
-    @classmethod
-    def _get_using(cls: Any, using: Any = None) -> Any:
-        return using or cls._index._using
-
-    @classmethod
-    async def _get_connection(cls, using: Optional[AsyncOpenSearch] = None) -> Any:
-        return await get_connection(cls._get_using(using))
-
-    @classmethod
-    def _default_index(cls: Any, index: Any = None) -> Any:
-        return index or cls._index._name
-
-    @classmethod
-    async def init(
-        cls: Any, index: Optional[str] = None, using: Optional[AsyncOpenSearch] = None
-    ) -> None:
-        """
-        Create the index and populate the mappings in opensearch.
-        """
-        i = cls._index
-        if index:
-            i = i.clone(name=index)
-        await i.save(using=using)
-
-    def _get_index(
-        self, index: Optional[str] = None, required: Optional[bool] = True
-    ) -> Any:
-        if index is None:
-            index = getattr(self.meta, "index", None)
-        if index is None:
-            index = getattr(self._index, "_name", None)
-        if index is None and required:
-            raise ValidationException("No index")
-        if index and "*" in index:
-            raise ValidationException("You cannot write to a wildcard index.")
-        return index
-
-    def __repr__(self) -> str:
-        return "{}({})".format(
-            self.__class__.__name__,
-            ", ".join(
-                "{}={!r}".format(key, getattr(self.meta, key))
-                for key in ("index", "id")
-                if key in self.meta
-            ),
-        )
-
-    @classmethod
-    def search(cls, using: Any = None, index: Any = None) -> AsyncSearch:
-        """
-        Create an :class:`~opensearchpy.AsyncSearch` instance that will search
-        over this ``Document``.
-        """
-        return AsyncSearch(
-            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
-        )
-
-    @classmethod
-    async def get(  # type: ignore
-        cls,
-        id: Any,
-        using: Any = None,
-        index: Any = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to be retrieved
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.get`` unchanged.
-        """
-        opensearch = await cls._get_connection(using)
-        doc = await opensearch.get(index=cls._default_index(index), id=id, **kwargs)
-        if not doc.get("found", False):
-            return None
-        return cls.from_opensearch(doc)
-
-    @classmethod
-    async def exists(
-        cls,
-        id: str,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        check if exists a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to check if exists
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.exists`` unchanged.
-        """
-        opensearch = await cls._get_connection(using)
-        return await opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
-
-    @classmethod
-    async def mget(
-        cls,
-        docs: Any,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        raise_on_error: Optional[bool] = True,
-        missing: Optional[str] = "none",
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve multiple document by their ``id``'s. Returns a list of instances
-        in the same order as requested.
-
-        :arg docs: list of ``id``'s of the documents to be retrieved or a list
-            of document specifications as per
-            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg missing: what to do when one of the documents requested is not
-            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
-            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.mget`` unchanged.
-        """
-        if missing not in ("raise", "skip", "none"):
-            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
-        opensearch = await cls._get_connection(using)
-        body = {
-            "docs": [
-                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
-                for doc in docs
-            ]
-        }
-        results = await opensearch.mget(body, index=cls._default_index(index), **kwargs)
-
-        objs: Any = []
-        error_docs: Any = []
-        missing_docs: Any = []
-        for doc in results["docs"]:
-            if doc.get("found"):
-                if error_docs or missing_docs:
-                    # We're going to raise an exception anyway, so avoid an
-                    # expensive call to cls.from_opensearch().
-                    continue
-
-                objs.append(cls.from_opensearch(doc))
-
-            elif doc.get("error"):
-                if raise_on_error:
-                    error_docs.append(doc)
-                if missing == "none":
-                    objs.append(None)
-
-            # The doc didn't cause an error, but the doc also wasn't found.
-            elif missing == "raise":
-                missing_docs.append(doc)
-            elif missing == "none":
-                objs.append(None)
-
-        if error_docs:
-            error_ids = [doc["_id"] for doc in error_docs]
-            message = "Required routing not provided for documents %s."
-            message %= ", ".join(error_ids)
-            raise RequestError(400, message, error_docs)
-        if missing_docs:
-            missing_ids = [doc["_id"] for doc in missing_docs]
-            message = "Documents %s not found." % ", ".join(missing_ids)
-            raise NotFoundError(404, message, {"docs": missing_docs})
-        return objs
-
-    async def delete(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Delete the instance in opensearch.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.delete`` unchanged.
-        """
-        opensearch = await self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        await opensearch.delete(index=self._get_index(index), **doc_meta)
-
-    def to_dict(  # type: ignore
-        self, include_meta: Optional[bool] = False, skip_empty: Optional[bool] = True
-    ) -> Any:
-        """
-        Serialize the instance into a dictionary so that it can be saved in opensearch.
-
-        :arg include_meta: if set to ``True`` will include all the metadata
-            (``_index``, ``_id`` etc). Otherwise just the document's
-            data is serialized.
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        """
-        d = super(AsyncDocument, self).to_dict(skip_empty)
-        if not include_meta:
-            return d
-
-        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # in case of to_dict include the index unlike save/update/delete
-        index = self._get_index(required=False)
-        if index is not None:
-            meta["_index"] = index
-
-        meta["_source"] = d
-        return meta
-
-    async def update(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        detect_noop: Optional[bool] = True,
-        doc_as_upsert: Optional[bool] = False,
-        refresh: Optional[bool] = False,
-        retry_on_conflict: Optional[bool] = None,
-        script: Any = None,
-        script_id: Optional[str] = None,
-        scripted_upsert: Optional[bool] = False,
-        upsert: Optional[bool] = None,
-        return_doc_meta: Optional[bool] = False,
-        **fields: Any,
-    ) -> Any:
-        """
-        Partial update of the document, specify fields you wish to update and
-        both the instance and the document in opensearch will be updated::
-
-            doc = MyDocument(title='Document Title!')
-            doc.save()
-            doc.update(title='New Document Title!')
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg detect_noop: Set to ``False`` to disable noop detection.
-        :arg refresh: Control when the changes made by this request are visible
-            to search. Set to ``True`` for immediate effect.
-        :arg retry_on_conflict: In between the get and indexing phases of the
-            update, it is possible that another process might have already
-            updated the same document. By default, the update will fail with a
-            version conflict exception. The retry_on_conflict parameter
-            controls how many times to retry the update before finally throwing
-            an exception.
-        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
-            doc, setting doc_as_upsert to true will use the contents of doc as
-            the upsert value
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            index API call instead of only the operation result
-
-        :return operation result noop/updated
-        """
-        body: Any = {
-            "doc_as_upsert": doc_as_upsert,
-            "detect_noop": detect_noop,
-        }
-
-        # scripted update
-        if script or script_id:
-            if upsert is not None:
-                body["upsert"] = upsert
-
-            if script:
-                script = {"source": script}
-            else:
-                script = {"id": script_id}
-
-            script["params"] = fields
-
-            body["script"] = script
-            body["scripted_upsert"] = scripted_upsert
-
-        # partial document update
-        else:
-            if not fields:
-                raise IllegalOperation(
-                    "You cannot call update() without updating individual fields or a script. "
-                    "If you wish to update the entire object use save()."
-                )
-
-            # update given fields locally
-            merge(self, fields)
-
-            # prepare data for OpenSearch
-            values = self.to_dict()
-
-            # if fields were given: partial update
-            body["doc"] = {k: values.get(k) for k in fields.keys()}
-
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        if retry_on_conflict is not None:
-            doc_meta["retry_on_conflict"] = retry_on_conflict
-
-        # Optimistic concurrency control
-        if (
-            retry_on_conflict in (None, 0)
-            and "seq_no" in self.meta
-            and "primary_term" in self.meta
-        ):
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        meta = await (await self._get_connection(using)).update(
-            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
-
-    async def save(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        validate: Optional[bool] = True,
-        skip_empty: Optional[bool] = True,
-        return_doc_meta: Optional[bool] = False,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Save the document into opensearch. If the document doesn't exist it
-        is created, it is overwritten otherwise. Returns ``True`` if this
-        operations resulted in new document being created.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg validate: set to ``False`` to skip validating the document
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            update API call instead of only the operation result
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.index`` unchanged.
-
-        :return operation result created/updated
-        """
-        if validate:
-            self.full_clean()
-
-        opensearch = await self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        meta = await opensearch.index(
-            index=self._get_index(index),
-            body=self.to_dict(skip_empty=skip_empty),
-            **doc_meta,
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
deleted file mode 100644
index 2b0501d98..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
+++ /dev/null
@@ -1,202 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from six import iteritems, itervalues
-
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy.helpers.faceted_search import FacetedResponse
-from opensearchpy.helpers.query import MatchAll
-
-
-class AsyncFacetedSearch(object):
-    """
-    Abstraction for creating faceted navigation searches that takes care of
-    composing the queries, aggregations and filters as needed as well as
-    presenting the results in an easy-to-consume fashion::
-
-        class BlogSearch(AsyncFacetedSearch):
-            index = 'blogs'
-            doc_types = [Blog, Post]
-            fields = ['title^5', 'category', 'description', 'body']
-
-            facets = {
-                'type': TermsFacet(field='_type'),
-                'category': TermsFacet(field='category'),
-                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
-            }
-
-            def search(self):
-                ' Override search to add your own filters '
-                s = super(BlogSearch, self).search()
-                return s.filter('term', published=True)
-
-        # when using:
-        blog_search = BlogSearch("web framework", filters={"category": "python"})
-
-        # supports pagination
-        blog_search[10:20]
-
-        response = await blog_search.execute()
-
-        # easy access to aggregation results:
-        for category, hit_count, is_selected in response.facets.category:
-            print(
-                "Category %s has %d hits%s." % (
-                    category,
-                    hit_count,
-                    ' and is chosen' if is_selected else ''
-                )
-            )
-
-    """
-
-    index: Any = None
-    doc_types: Any = None
-    fields: Any = None
-    facets: Any = {}
-    using: str = "default"
-
-    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
-        """
-        :arg query: the text to search for
-        :arg filters: facet values to filter
-        :arg sort: sort information to be passed to :class:`~opensearchpy.AsyncSearch`
-        """
-        self._query = query
-        self._filters: Any = {}
-        self._sort = sort
-        self.filter_values: Any = {}
-        for name, value in iteritems(filters):
-            self.add_filter(name, value)
-
-        self._s = self.build_search()
-
-    async def count(self) -> Any:
-        return await self._s.count()
-
-    def __getitem__(self, k: Any) -> Any:
-        self._s = self._s[k]
-        return self
-
-    def __iter__(self) -> Any:
-        return iter(self._s)
-
-    def add_filter(self, name: Any, filter_values: Any) -> None:
-        """
-        Add a filter for a facet.
-        """
-        # normalize the value into a list
-        if not isinstance(filter_values, (tuple, list)):
-            if filter_values is None:
-                return
-            filter_values = [
-                filter_values,
-            ]
-
-        # remember the filter values for use in FacetedResponse
-        self.filter_values[name] = filter_values
-
-        # get the filter from the facet
-        f = self.facets[name].add_filter(filter_values)
-        if f is None:
-            return
-
-        self._filters[name] = f
-
-    def search(self) -> Any:
-        """
-        Returns the base Search object to which the facets are added.
-
-        You can customize the query by overriding this method and returning a
-        modified search object.
-        """
-        s = AsyncSearch(doc_type=self.doc_types, index=self.index, using=self.using)
-        return s.response_class(FacetedResponse)
-
-    def query(self, search: Any, query: Any) -> Any:
-        """
-        Add query part to ``search``.
-
-        Override this if you wish to customize the query used.
-        """
-        if query:
-            if self.fields:
-                return search.query("multi_match", fields=self.fields, query=query)
-            else:
-                return search.query("multi_match", query=query)
-        return search
-
-    def aggregate(self, search: Any) -> Any:
-        """
-        Add aggregations representing the facets selected, including potential
-        filters.
-        """
-        for f, facet in iteritems(self.facets):
-            agg = facet.get_aggregation()
-            agg_filter = MatchAll()
-            for field, filter in iteritems(self._filters):
-                if f == field:
-                    continue
-                agg_filter &= filter
-            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
-                f, agg
-            )
-
-    def filter(self, search: Any) -> Any:
-        """
-        Add a ``post_filter`` to the search request narrowing the results based
-        on the facet filters.
-        """
-        if not self._filters:
-            return search
-
-        post_filter = MatchAll()
-        for f in itervalues(self._filters):
-            post_filter &= f
-        return search.post_filter(post_filter)
-
-    def highlight(self, search: Any) -> Any:
-        """
-        Add highlighting for all the fields
-        """
-        return search.highlight(
-            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
-        )
-
-    def sort(self, search: Any) -> Any:
-        """
-        Add sorting information to the request.
-        """
-        if self._sort:
-            search = search.sort(*self._sort)
-        return search
-
-    def build_search(self) -> Any:
-        """
-        Construct the ``AsyncSearch`` object.
-        """
-        s = self.search()
-        s = self.query(s, self._query)
-        s = self.filter(s)
-        if self.fields:
-            s = self.highlight(s)
-        s = self.sort(s)
-        self.aggregate(s)
-        return s
-
-    async def execute(self) -> Any:
-        """
-        Execute the search and return the response.
-        """
-        r = await self._s.execute()
-        r._faceted_search = self
-        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
deleted file mode 100644
index e7b337485..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
+++ /dev/null
@@ -1,663 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from opensearchpy._async.helpers.mapping import AsyncMapping
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy._async.helpers.update_by_query import AsyncUpdateByQuery
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import IllegalOperation
-from opensearchpy.helpers import analysis
-from opensearchpy.helpers.utils import merge
-
-
-class AsyncIndexTemplate(object):
-    def __init__(
-        self,
-        name: Any,
-        template: Any,
-        index: Any = None,
-        order: Any = None,
-        **kwargs: Any
-    ) -> None:
-        if index is None:
-            self._index = AsyncIndex(template, **kwargs)
-        else:
-            if kwargs:
-                raise ValueError(
-                    "You cannot specify options for Index when"
-                    " passing an Index instance."
-                )
-            self._index = index.clone()
-            self._index._name = template
-        self._template_name = name
-        self.order = order
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._index, attr_name)
-
-    def to_dict(self) -> Any:
-        d = self._index.to_dict()
-        d["index_patterns"] = [self._index._name]
-        if self.order is not None:
-            d["order"] = self.order
-        return d
-
-    async def save(self, using: Any = None) -> Any:
-        opensearch = await get_connection(using or self._index._using)
-        return await opensearch.indices.put_template(
-            name=self._template_name, body=self.to_dict()
-        )
-
-
-class AsyncIndex(object):
-    def __init__(self, name: Any, using: Any = "default") -> None:
-        """
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        self._name = name
-        self._doc_types: Any = []
-        self._using = using
-        self._settings: Any = {}
-        self._aliases: Any = {}
-        self._analysis: Any = {}
-        self._mapping: Any = None
-
-    def get_or_create_mapping(self) -> Any:
-        if self._mapping is None:
-            self._mapping = AsyncMapping()
-        return self._mapping
-
-    def as_template(
-        self, template_name: Any, pattern: Any = None, order: Any = None
-    ) -> Any:
-        # TODO: should we allow pattern to be a top-level arg?
-        # or maybe have an IndexPattern that allows for it and have
-        # AsyncDocument._index be that?
-        return AsyncIndexTemplate(
-            template_name, pattern or self._name, index=self, order=order
-        )
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
-            if field is not None:
-                return nested, field
-        if self._mapping:
-            return self._mapping.resolve_nested(field_path)
-        return (), None
-
-    def resolve_field(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            field = doc._doc_type.mapping.resolve_field(field_path)
-            if field is not None:
-                return field
-        if self._mapping:
-            return self._mapping.resolve_field(field_path)
-        return None
-
-    async def load_mappings(self, using: Any = None) -> None:
-        await self.get_or_create_mapping().update_from_opensearch(
-            self._name, using=using or self._using
-        )
-
-    def clone(self, name: Any = None, using: Any = None) -> Any:
-        """
-        Create a copy of the instance with another name or connection alias.
-        Useful for creating multiple indices with shared configuration::
-
-            i = AsyncIndex('base-index')
-            i.settings(number_of_shards=1)
-            await i.create()
-
-            i2 = i.clone('other-index')
-            await i2.create()
-
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        i = AsyncIndex(name or self._name, using=using or self._using)
-        i._settings = self._settings.copy()
-        i._aliases = self._aliases.copy()
-        i._analysis = self._analysis.copy()
-        i._doc_types = self._doc_types[:]
-        if self._mapping is not None:
-            i._mapping = self._mapping._clone()
-        return i
-
-    async def _get_connection(self, using: Any = None) -> Any:
-        if self._name is None:
-            raise ValueError("You cannot perform API calls on the default index.")
-        return await get_connection(using or self._using)
-
-    connection = property(_get_connection)
-
-    def mapping(self, mapping: Any) -> None:
-        """
-        Associate a mapping (an instance of
-        :class:`~opensearchpy.AsyncMapping`) with this index.
-        This means that, when this index is created, it will contain the
-        mappings for the document type defined by those mappings.
-        """
-        self.get_or_create_mapping().update(mapping)
-
-    def document(self, document: Any) -> Any:
-        """
-        Associate a :class:`~opensearchpy.AsyncDocument` subclass with an index.
-        This means that, when this index is created, it will contain the
-        mappings for the ``AsyncDocument``. If the ``AsyncDocument`` class doesn't have a
-        default index yet (by defining ``class AsyncIndex``), this instance will be
-        used. Can be used as a decorator::
-
-            i = AsyncIndex('blog')
-
-            @i.document
-            class Post(AsyncDocument):
-                title = Text()
-
-            # create the index, including Post mappings
-            await i.create()
-
-            # .search() will now return a AsyncSearch object that will return
-            # properly deserialized Post instances
-            s = i.search()
-        """
-        self._doc_types.append(document)
-
-        # If the document index does not have any name, that means the user
-        # did not set any index already to the document.
-        # So set this index as document index
-        if document._index._name is None:
-            document._index = self
-
-        return document
-
-    def settings(self, **kwargs: Any) -> "AsyncIndex":
-        """
-        Add settings to the index::
-
-            i = AsyncIndex('i')
-            i.settings(number_of_shards=1, number_of_replicas=0)
-
-        Multiple calls to ``settings`` will merge the keys, later overriding
-        the earlier.
-        """
-        self._settings.update(kwargs)
-        return self
-
-    def aliases(self, **kwargs: Any) -> "AsyncIndex":
-        """
-        Add aliases to the index definition::
-
-            i = AsyncIndex('blog-v2')
-            i.aliases(blog={}, published={'filter': Q('term', published=True)})
-        """
-        self._aliases.update(kwargs)
-        return self
-
-    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
-        """
-        Explicitly add an analyzer to an index. Note that all custom analyzers
-        defined in mappings will also be created. This is useful for search analyzers.
-
-        Example::
-
-            from opensearchpy import analyzer, tokenizer
-
-            my_analyzer = analyzer('my_analyzer',
-                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
-                filter=['lowercase']
-            )
-
-            i = AsyncIndex('blog')
-            i.analyzer(my_analyzer)
-
-        """
-        analyzer = analysis.analyzer(*args, **kwargs)
-        d = analyzer.get_analysis_definition()
-        # empty custom analyzer, probably already defined out of our control
-        if not d:
-            return
-
-        # merge the definition
-        merge(self._analysis, d, True)
-
-    def to_dict(self) -> Any:
-        out = {}
-        if self._settings:
-            out["settings"] = self._settings
-        if self._aliases:
-            out["aliases"] = self._aliases
-        mappings: Any = self._mapping.to_dict() if self._mapping else {}
-        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
-        for d in self._doc_types:
-            mapping = d._doc_type.mapping
-            merge(mappings, mapping.to_dict(), True)
-            merge(analysis, mapping._collect_analysis(), True)
-        if mappings:
-            out["mappings"] = mappings
-        if analysis or self._analysis:
-            merge(analysis, self._analysis)
-            out.setdefault("settings", {})["analysis"] = analysis
-        return out
-
-    def search(self, using: Any = None) -> Any:
-        """
-        Return a :class:`~opensearchpy.AsyncSearch` object searching over the
-        index (or all the indices belonging to this template) and its
-        ``Document``\\s.
-        """
-        return AsyncSearch(
-            using=using or self._using, index=self._name, doc_type=self._doc_types
-        )
-
-    def updateByQuery(self, using: Any = None) -> Any:  # pylint: disable=invalid-name
-        """
-        Return a :class:`~opensearchpy.AsyncUpdateByQuery` object searching over the index
-        (or all the indices belonging to this template) and updating Documents that match
-        the search criteria.
-
-        For more information, see here:
-        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
-        """
-        return AsyncUpdateByQuery(
-            using=using or self._using,
-            index=self._name,
-        )
-
-    async def create(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Creates the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.create`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.create(
-            index=self._name, body=self.to_dict(), **kwargs
-        )
-
-    async def is_closed(self, using: Any = None) -> Any:
-        state = await (await self._get_connection(using)).cluster.state(
-            index=self._name, metric="metadata"
-        )
-        return state["metadata"]["indices"][self._name]["state"] == "close"
-
-    async def save(self, using: Any = None) -> Any:
-        """
-        Sync the index definition with opensearch, creating the index if it
-        doesn't exist and updating its settings and mappings if it does.
-
-        Note some settings and mapping changes cannot be done on an open
-        index (or at all on an existing index) and for those this method will
-        fail with the underlying exception.
-        """
-        if not await self.exists(using=using):
-            return await self.create(using=using)
-
-        body = self.to_dict()
-        settings = body.pop("settings", {})
-        analysis = settings.pop("analysis", None)
-        current_settings = (await self.get_settings(using=using))[self._name][
-            "settings"
-        ]["index"]
-        if analysis:
-            if await self.is_closed(using=using):
-                # closed index, update away
-                settings["analysis"] = analysis
-            else:
-                # compare analysis definition, if all analysis objects are
-                # already defined as requested, skip analysis update and
-                # proceed, otherwise raise IllegalOperation
-                existing_analysis = current_settings.get("analysis", {})
-                if any(
-                    existing_analysis.get(section, {}).get(k, None)
-                    != analysis[section][k]
-                    for section in analysis
-                    for k in analysis[section]
-                ):
-                    raise IllegalOperation(
-                        "You cannot update analysis configuration on an open index, "
-                        "you need to close index %s first." % self._name
-                    )
-
-        # try and update the settings
-        if settings:
-            settings = settings.copy()
-            for k, v in list(settings.items()):
-                if k in current_settings and current_settings[k] == str(v):
-                    del settings[k]
-
-            if settings:
-                await self.put_settings(using=using, body=settings)
-
-        # update the mappings, any conflict in the mappings will result in an
-        # exception
-        mappings = body.pop("mappings", {})
-        if mappings:
-            await self.put_mapping(using=using, body=mappings)
-
-    async def analyze(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Perform the analysis process on a text and return the tokens breakdown
-        of the text.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.analyze`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.analyze(
-            index=self._name, **kwargs
-        )
-
-    async def refresh(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Performs a refresh operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.refresh`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.refresh(
-            index=self._name, **kwargs
-        )
-
-    async def flush(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Performs a flush operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.flush`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.flush(
-            index=self._name, **kwargs
-        )
-
-    async def get(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The get index API allows to retrieve information about the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get(
-            index=self._name, **kwargs
-        )
-
-    async def open(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Opens the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.open`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.open(
-            index=self._name, **kwargs
-        )
-
-    async def close(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Closes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.close`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.close(
-            index=self._name, **kwargs
-        )
-
-    async def delete(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Deletes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.delete`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.delete(
-            index=self._name, **kwargs
-        )
-
-    async def exists(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Returns ``True`` if the index already exists in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.exists`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.exists(
-            index=self._name, **kwargs
-        )
-
-    async def put_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Register specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def get_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def get_field_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve mapping definition of a specific field.
-
-        Any additional keyword arguments will be passed to
-        ``Async OpenSearch.indices.get_field_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_field_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def put_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Create an alias for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_alias(
-            index=self._name, **kwargs
-        )
-
-    async def exists_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Return a boolean indicating whether given alias exists for this index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.exists_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.exists_alias(
-            index=self._name, **kwargs
-        )
-
-    async def get_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve a specified alias.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_alias(
-            index=self._name, **kwargs
-        )
-
-    async def delete_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Delete specific alias.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.delete_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.delete_alias(
-            index=self._name, **kwargs
-        )
-
-    async def get_settings(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve settings for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_settings`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_settings(
-            index=self._name, **kwargs
-        )
-
-    async def put_settings(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Change specific index level settings in real time.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_settings`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_settings(
-            index=self._name, **kwargs
-        )
-
-    async def stats(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve statistics on different operations happening on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.stats`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.stats(
-            index=self._name, **kwargs
-        )
-
-    async def segments(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Provide low level segments information that a Lucene index (shard
-        level) is built with.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.segments`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.segments(
-            index=self._name, **kwargs
-        )
-
-    async def validate_query(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Validate a potentially expensive query without executing it.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.validate_query`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.validate_query(
-            index=self._name, **kwargs
-        )
-
-    async def clear_cache(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Clear all caches or specific cached associated with the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.clear_cache`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.clear_cache(
-            index=self._name, **kwargs
-        )
-
-    async def recovery(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The indices recovery API provides insight into on-going shard
-        recoveries for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.recovery`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.recovery(
-            index=self._name, **kwargs
-        )
-
-    async def upgrade(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Upgrade the index to the latest format.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.upgrade`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.upgrade(
-            index=self._name, **kwargs
-        )
-
-    async def get_upgrade(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Monitor how much of the index is upgraded.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_upgrade`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_upgrade(
-            index=self._name, **kwargs
-        )
-
-    async def shard_stores(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Provides store information for shard copies of the index. Store
-        information reports on which nodes shard copies exist, the shard copy
-        version, indicating how recent they are, and any exceptions encountered
-        while opening the shard index or from earlier engine failure.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.shard_stores`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.shard_stores(
-            index=self._name, **kwargs
-        )
-
-    async def forcemerge(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The force merge API allows to force merging of the index through an
-        API. The merge relates to the number of segments a Lucene index holds
-        within each shard. The force merge operation allows to reduce the
-        number of segments by merging them.
-
-        This call will block until the merge is complete. If the http
-        connection is lost, the request will continue in the background, and
-        any new requests will block until the previous force merge is complete.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.forcemerge`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.forcemerge(
-            index=self._name, **kwargs
-        )
-
-    async def shrink(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The shrink index API allows you to shrink an existing index into a new
-        index with fewer primary shards. The number of primary shards in the
-        target index must be a factor of the shards in the source index. For
-        example an index with 8 primary shards can be shrunk into 4, 2 or 1
-        primary shards or an index with 15 primary shards can be shrunk into 5,
-        3 or 1. If the number of shards in the index is a prime number it can
-        only be shrunk into a single primary shard. Before shrinking, a
-        (primary or replica) copy of every shard in the index must be present
-        on the same node.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.shrink`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.shrink(
-            index=self._name, **kwargs
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
deleted file mode 100644
index 93f04f055..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
+++ /dev/null
@@ -1,169 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any
-
-from six import iteritems
-
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.helpers.field import Nested, Text
-from opensearchpy.helpers.mapping import META_FIELDS, Properties
-
-
-class AsyncMapping(object):
-    _meta: Any
-    properties: Properties
-
-    def __init__(self) -> None:
-        self.properties = Properties()
-        self._meta = {}
-
-    def __repr__(self) -> str:
-        return "Mapping()"
-
-    def _clone(self) -> Any:
-        m = AsyncMapping()
-        m.properties._params = self.properties._params.copy()
-        return m
-
-    @classmethod
-    async def from_opensearch(cls, index: Any, using: str = "default") -> Any:
-        m = cls()
-        await m.update_from_opensearch(index, using)
-        return m
-
-    def resolve_nested(self, field_path: str) -> Any:
-        field = self
-        nested = []
-        parts = field_path.split(".")
-        for i, step in enumerate(parts):
-            try:
-                field = field[step]
-            except KeyError:
-                return (), None
-            if isinstance(field, Nested):
-                nested.append(".".join(parts[: i + 1]))
-        return nested, field
-
-    def resolve_field(self, field_path: Any) -> Any:
-        field = self
-        for step in field_path.split("."):
-            try:
-                field = field[step]
-            except KeyError:
-                return None
-        return field
-
-    def _collect_analysis(self) -> Any:
-        analysis: Any = {}
-        fields: Any = []
-        if "_all" in self._meta:
-            fields.append(Text(**self._meta["_all"]))
-
-        for f in chain(fields, self.properties._collect_fields()):
-            for analyzer_name in (
-                "analyzer",
-                "normalizer",
-                "search_analyzer",
-                "search_quote_analyzer",
-            ):
-                if not hasattr(f, analyzer_name):
-                    continue
-                analyzer = getattr(f, analyzer_name)
-                d = analyzer.get_analysis_definition()
-                # empty custom analyzer, probably already defined out of our control
-                if not d:
-                    continue
-
-                # merge the definition
-                # TODO: conflict detection/resolution
-                for key in d:
-                    analysis.setdefault(key, {}).update(d[key])
-
-        return analysis
-
-    async def save(self, index: Any, using: str = "default") -> Any:
-        from opensearchpy._async.helpers.index import AsyncIndex
-
-        index = AsyncIndex(index, using=using)
-        index.mapping(self)
-        return await index.save()
-
-    async def update_from_opensearch(self, index: Any, using: str = "default") -> None:
-        opensearch = await get_connection(using)
-        raw = await opensearch.indices.get_mapping(index=index)
-        _, raw = raw.popitem()
-        self._update_from_dict(raw["mappings"])
-
-    def _update_from_dict(self, raw: Any) -> None:
-        for name, definition in iteritems(raw.get("properties", {})):
-            self.field(name, definition)
-
-        # metadata like _all etc
-        for name, value in iteritems(raw):
-            if name != "properties":
-                if isinstance(value, collections_abc.Mapping):
-                    self.meta(name, **value)
-                else:
-                    self.meta(name, value)
-
-    def update(self, mapping: Any, update_only: bool = False) -> None:
-        for name in mapping:
-            if update_only and name in self:
-                # nested and inner objects, merge recursively
-                if hasattr(self[name], "update"):
-                    # FIXME only merge subfields, not the settings
-                    self[name].update(mapping[name], update_only)
-                continue
-            self.field(name, mapping[name])
-
-        if update_only:
-            for name in mapping._meta:
-                if name not in self._meta:
-                    self._meta[name] = mapping._meta[name]
-        else:
-            self._meta.update(mapping._meta)
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self.properties.properties
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties.properties[name]
-
-    def __iter__(self) -> Any:
-        return iter(self.properties.properties)
-
-    def field(self, *args: Any, **kwargs: Any) -> "AsyncMapping":
-        self.properties.field(*args, **kwargs)
-        return self
-
-    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "AsyncMapping":
-        if not name.startswith("_") and name not in META_FIELDS:
-            name = "_" + name
-
-        if params and kwargs:
-            raise ValueError("Meta configs cannot have both value and a dictionary.")
-
-        self._meta[name] = kwargs if params is None else params
-        return self
-
-    def to_dict(self) -> Any:
-        meta = self._meta
-
-        # hard coded serialization of analyzers in _all
-        if "_all" in meta:
-            meta = meta.copy()
-            _all = meta["_all"] = meta["_all"].copy()
-            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
-                if hasattr(_all.get(f, None), "to_dict"):
-                    _all[f] = _all[f].to_dict()
-        meta.update(self.properties.to_dict())
-        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
deleted file mode 100644
index 7f09ba7f3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
+++ /dev/null
@@ -1,537 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import copy
-from typing import Any, Sequence
-
-from six import iteritems, string_types
-
-from opensearchpy._async.helpers.actions import aiter, async_scan
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import IllegalOperation, TransportError
-from opensearchpy.helpers.aggs import A
-from opensearchpy.helpers.query import Bool, Q
-from opensearchpy.helpers.response import Response
-from opensearchpy.helpers.search import AggsProxy, ProxyDescriptor, QueryProxy, Request
-from opensearchpy.helpers.utils import AttrDict, recursive_to_dict
-
-
-class AsyncSearch(Request):
-    query = ProxyDescriptor("query")
-    post_filter = ProxyDescriptor("post_filter")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Search request to opensearch.
-
-        :arg using: `AsyncOpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-        """
-        super(AsyncSearch, self).__init__(**kwargs)
-
-        self.aggs = AggsProxy(self)
-        self._sort: Sequence[Any] = []
-        self._source: Any = None
-        self._highlight: Any = {}
-        self._highlight_opts: Any = {}
-        self._suggest: Any = {}
-        self._script_fields: Any = {}
-        self._response_class: Any = Response
-
-        self._query_proxy = QueryProxy(self, "query")
-        self._post_filter_proxy = QueryProxy(self, "post_filter")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    def __getitem__(self, n: Any) -> Any:
-        """
-        Support slicing the `AsyncSearch` instance for pagination.
-
-        Slicing equates to the from/size parameters. E.g.::
-
-            s = AsyncSearch().query(...)[0:25]
-
-        is equivalent to::
-
-            s = AsyncSearch().query(...).extra(from_=0, size=25)
-
-        """
-        s = self._clone()
-
-        if isinstance(n, slice):
-            # If negative slicing, abort.
-            if n.start and n.start < 0 or n.stop and n.stop < 0:
-                raise ValueError("AsyncSearch does not support negative slicing.")
-            # OpenSearch won't get all results so we default to size: 10 if
-            # stop not given.
-            s._extra["from"] = n.start or 0
-            s._extra["size"] = max(
-                0, n.stop - (n.start or 0) if n.stop is not None else 10
-            )
-            return s
-        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
-            # If negative index, abort.
-            if n < 0:
-                raise ValueError("AsyncSearch does not support negative indexing.")
-            s._extra["from"] = n
-            s._extra["size"] = 1
-            return s
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `AsyncSearch` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            s = AsyncSearch.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "aggs": {...}
-            })
-            s = s.filter('term', published=True)
-        """
-        s = cls()
-        s.update_from_dict(d)
-        return s
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        s = super(AsyncSearch, self)._clone()
-
-        s._response_class = self._response_class
-        s._sort = self._sort[:]
-        s._source = copy.copy(self._source) if self._source is not None else None
-        s._highlight = self._highlight.copy()
-        s._highlight_opts = self._highlight_opts.copy()
-        s._suggest = self._suggest.copy()
-        s._script_fields = self._script_fields.copy()
-        for x in ("query", "post_filter"):
-            getattr(s, x)._proxied = getattr(self, x)._proxied
-
-        # copy top-level bucket definitions
-        if self.aggs._params.get("aggs"):
-            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
-        return s
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        s = self._clone()
-        s._response_class = cls
-        return s
-
-    def update_from_dict(self, d: Any) -> "AsyncSearch":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "post_filter" in d:
-            self.post_filter._proxied = Q(d.pop("post_filter"))
-
-        aggs = d.pop("aggs", d.pop("aggregations", {}))
-        if aggs:
-            self.aggs._params = {
-                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
-            }
-        if "sort" in d:
-            self._sort = d.pop("sort")
-        if "_source" in d:
-            self._source = d.pop("_source")
-        if "highlight" in d:
-            high = d.pop("highlight").copy()
-            self._highlight = high.pop("fields")
-            self._highlight_opts = high
-        if "suggest" in d:
-            self._suggest = d.pop("suggest")
-            if "text" in self._suggest:
-                text = self._suggest.pop("text")
-                for s in self._suggest.values():
-                    s.setdefault("text", text)
-        if "script_fields" in d:
-            self._script_fields = d.pop("script_fields")
-        self._extra.update(d)
-        return self
-
-    def script_fields(self, **kwargs: Any) -> Any:
-        """
-        Define script fields to be calculated on hits.
-
-        Example::
-
-            s = AsyncSearch()
-            s = s.script_fields(times_two="doc['field'].value * 2")
-            s = s.script_fields(
-                times_three={
-                    'script': {
-                        'lang': 'painless',
-                        'source': "doc['field'].value * params.n",
-                        'params': {'n': 3}
-                    }
-                }
-            )
-
-        """
-        s = self._clone()
-        for name in kwargs:
-            if isinstance(kwargs[name], string_types):
-                kwargs[name] = {"script": kwargs[name]}
-        s._script_fields.update(kwargs)
-        return s
-
-    def source(self, fields: Any = None, **kwargs: Any) -> Any:
-        """
-        Selectively control how the _source field is returned.
-
-        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
-
-        If ``fields`` is None, the entire document will be returned for
-        each hit.  If fields is a dictionary with keys of 'includes' and/or
-        'excludes' the fields will be either included or excluded appropriately.
-
-        Calling this multiple times with the same named parameter will override the
-        previous values with the new ones.
-
-        Example::
-
-            s = AsyncSearch()
-            s = s.source(includes=['obj1.*'], excludes=["*.description"])
-
-            s = AsyncSearch()
-            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
-
-        """
-        s = self._clone()
-
-        if fields and kwargs:
-            raise ValueError("You cannot specify fields and kwargs at the same time.")
-
-        if fields is not None:
-            s._source = fields
-            return s
-
-        if kwargs and not isinstance(s._source, dict):
-            s._source = {}
-
-        for key, value in kwargs.items():
-            if value is None:
-                try:
-                    del s._source[key]
-                except KeyError:
-                    pass
-            else:
-                s._source[key] = value
-
-        return s
-
-    def sort(self, *keys: Any) -> Any:
-        """
-        Add sorting information to the search request. If called without
-        arguments it will remove all sort requirements. Otherwise it will
-        replace them. Acceptable arguments are::
-
-            'some.field'
-            '-some.other.field'
-            {'different.field': {'any': 'dict'}}
-
-        so for example::
-
-            s = AsyncSearch().sort(
-                'category',
-                '-title',
-                {"price" : {"order" : "asc", "mode" : "avg"}}
-            )
-
-        will sort by ``category``, ``title`` (in descending order) and
-        ``price`` in ascending order using the ``avg`` mode.
-
-        The API returns a copy of the AsyncSearch object and can thus be chained.
-        """
-        s = self._clone()
-        s._sort = []
-        for k in keys:
-            if isinstance(k, string_types) and k.startswith("-"):
-                if k[1:] == "_score":
-                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
-                k = {k[1:]: {"order": "desc"}}
-            s._sort.append(k)
-        return s
-
-    def highlight_options(self, **kwargs: Any) -> Any:
-        """
-        Update the global highlighting options used for this request. For
-        example::
-
-            s = AsyncSearch()
-            s = s.highlight_options(order='score')
-        """
-        s = self._clone()
-        s._highlight_opts.update(kwargs)
-        return s
-
-    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
-        """
-        Request highlighting of some fields. All keyword arguments passed in will be
-        used as parameters for all the fields in the ``fields`` parameter. Example::
-
-            AsyncSearch().highlight('title', 'body', fragment_size=50)
-
-        will produce the equivalent of::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 50},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        If you want to have different options for different fields
-        you can call ``highlight`` twice::
-
-            AsyncSearch().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
-
-        which will produce::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 100},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        """
-        s = self._clone()
-        for f in fields:
-            s._highlight[f] = kwargs
-        return s
-
-    def suggest(self, name: str, text: str, **kwargs: Any) -> Any:
-        """
-        Add a suggestions request to the search.
-
-        :arg name: name of the suggestion
-        :arg text: text to suggest on
-
-        All keyword arguments will be added to the suggestions body. For example::
-
-            s = AsyncSearch()
-            s = s.suggest('suggestion-1', 'AsyncOpenSearch', term={'field': 'body'})
-        """
-        s = self._clone()
-        s._suggest[name] = {"text": text}
-        s._suggest[name].update(kwargs)
-        return s
-
-    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request's body.
-
-        :arg count: a flag to specify if we are interested in a body for count -
-            no aggregations, no pagination bounds etc.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        # count request doesn't care for sorting and other things
-        if not count:
-            if self.post_filter:
-                d["post_filter"] = self.post_filter.to_dict()
-
-            if self.aggs.aggs:
-                d.update(self.aggs.to_dict())
-
-            if self._sort:
-                d["sort"] = self._sort
-
-            d.update(recursive_to_dict(self._extra))
-
-            if self._source not in (None, {}):
-                d["_source"] = self._source
-
-            if self._highlight:
-                d["highlight"] = {"fields": self._highlight}
-                d["highlight"].update(self._highlight_opts)
-
-            if self._suggest:
-                d["suggest"] = self._suggest
-
-            if self._script_fields:
-                d["script_fields"] = self._script_fields
-
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    async def count(self) -> Any:
-        """
-        Return the number of hits matching the query and filters. Note that
-        only the actual number is returned.
-        """
-        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
-            return self._response.hits.total.value
-
-        opensearch = await get_connection(self._using)
-
-        d = self.to_dict(count=True)
-        # TODO: failed shards detection
-        return (await opensearch.count(index=self._index, body=d, **self._params))[
-            "count"
-        ]
-
-    async def execute(self, ignore_cache: bool = False) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-
-        :arg ignore_cache: if set to ``True``, consecutive calls will hit
-            AsyncOpenSearch, while cached result will be ignored. Defaults to `False`
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = await get_connection(self._using)
-
-            self._response = self._response_class(
-                self,
-                await opensearch.search(
-                    index=self._index, body=self.to_dict(), **self._params
-                ),
-            )
-        return self._response
-
-    async def scan(self) -> Any:
-        """
-        Turn the search into a scan search and return a generator that will
-        iterate over all the documents matching the query.
-
-        Use ``params`` method to specify any additional arguments you with to
-        pass to the underlying ``async_scan`` helper from ``opensearchpy``
-
-        """
-        opensearch = await get_connection(self._using)
-
-        async for hit in aiter(
-            async_scan(
-                opensearch, query=self.to_dict(), index=self._index, **self._params
-            )
-        ):
-            yield self._get_result(hit)
-
-    async def delete(self) -> Any:
-        """
-        delete() executes the query by delegating to delete_by_query()
-        """
-
-        opensearch = await get_connection(self._using)
-
-        return AttrDict(
-            await opensearch.delete_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-        )
-
-
-class AsyncMultiSearch(Request):
-    """
-    Combine multiple :class:`~opensearchpy.AsyncSearch` objects into a single
-    request.
-    """
-
-    def __init__(self, **kwargs: Any) -> None:
-        super(AsyncMultiSearch, self).__init__(**kwargs)
-        self._searches: Any = []
-
-    def __getitem__(self, key: Any) -> Any:
-        return self._searches[key]
-
-    def __iter__(self) -> Any:
-        return iter(self._searches)
-
-    def _clone(self) -> Any:
-        ms = super(AsyncMultiSearch, self)._clone()
-        ms._searches = self._searches[:]
-        return ms
-
-    def add(self, search: Any) -> Any:
-        """
-        Adds a new :class:`~opensearchpy.AsyncSearch` object to the request::
-
-            ms = AsyncMultiSearch(index='my-index')
-            ms = ms.add(AsyncSearch(doc_type=Category).filter('term', category='python'))
-            ms = ms.add(AsyncSearch(doc_type=Blog))
-        """
-        ms = self._clone()
-        ms._searches.append(search)
-        return ms
-
-    def to_dict(self) -> Any:
-        out = []
-        for s in self._searches:
-            meta = {}
-            if s._index:
-                meta["index"] = s._index
-            meta.update(s._params)
-
-            out.append(meta)
-            out.append(s.to_dict())
-
-        return out
-
-    async def execute(
-        self, ignore_cache: bool = False, raise_on_error: bool = True
-    ) -> Any:
-        """
-        Execute the multi search request and return a list of search results.
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = await get_connection(self._using)
-
-            responses = await opensearch.msearch(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-
-            out = []
-            for s, r in zip(self._searches, responses["responses"]):
-                if r.get("error", False):
-                    if raise_on_error:
-                        raise TransportError("N/A", r["error"]["type"], r["error"])
-                    r = None
-                else:
-                    r = Response(s, r)
-                out.append(r)
-
-            self._response = out
-
-        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
deleted file mode 100644
index 455a2781e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
+++ /dev/null
@@ -1,43 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import os
-import time
-from typing import Any
-from unittest import SkipTest
-
-from opensearchpy import AsyncOpenSearch
-from opensearchpy.exceptions import ConnectionError
-
-OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
-
-
-async def get_test_client(nowait: bool = False, **kwargs: Any) -> Any:
-    # construct kwargs from the environment
-    kw = {"timeout": 30}
-
-    from opensearchpy import AsyncConnection
-
-    async_connection = AsyncConnection()
-    if hasattr(async_connection, "AIOHttpConnection"):
-        kw["connection_class"] = getattr(async_connection, "AIOHttpConnection")
-
-    kw.update(kwargs)
-    client = AsyncOpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
-
-    # wait for yellow status
-    for _ in range(1 if nowait else 100):
-        try:
-            await client.cluster.health(wait_for_status="yellow")
-            return client
-        except ConnectionError:
-            time.sleep(0.1)
-    else:
-        # timeout
-        raise SkipTest("OpenSearch failed to start.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
deleted file mode 100644
index 7ea3b9062..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
+++ /dev/null
@@ -1,153 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.helpers.query import Bool, Q
-from opensearchpy.helpers.response import UpdateByQueryResponse
-from opensearchpy.helpers.search import ProxyDescriptor, QueryProxy, Request
-from opensearchpy.helpers.utils import recursive_to_dict
-
-
-class AsyncUpdateByQuery(Request):
-    query = ProxyDescriptor("query")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Update by query request to opensearch.
-
-        :arg using: `AsyncOpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-
-        """
-        super(AsyncUpdateByQuery, self).__init__(**kwargs)
-        self._response_class = UpdateByQueryResponse
-        self._script: Any = {}
-        self._query_proxy = QueryProxy(self, "query")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `AsyncUpdateByQuery` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            ubq = AsyncUpdateByQuery.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "script": {...}
-            })
-            ubq = ubq.filter('term', published=True)
-        """
-        u = cls()
-        u.update_from_dict(d)
-        return u
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        ubq = super(AsyncUpdateByQuery, self)._clone()
-
-        ubq._response_class = self._response_class
-        ubq._script = self._script.copy()
-        ubq.query._proxied = self.query._proxied
-        return ubq
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        ubq = self._clone()
-        ubq._response_class = cls
-        return ubq
-
-    def update_from_dict(self, d: Any) -> "AsyncUpdateByQuery":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "script" in d:
-            self._script = d.pop("script")
-        self._extra.update(d)
-        return self
-
-    def script(self, **kwargs: Any) -> Any:
-        """
-        Define update action to take:
-
-        Note: the API only accepts a single script, so
-        calling the script multiple times will overwrite.
-
-        Example::
-
-            ubq = AsyncSearch()
-            ubq = ubq.script(source="ctx._source.likes++"")
-            ubq = ubq.script(source="ctx._source.likes += params.f"",
-                         lang="expression",
-                         params={'f': 3})
-        """
-        ubq = self._clone()
-        if ubq._script:
-            ubq._script = {}
-        ubq._script.update(kwargs)
-        return ubq
-
-    def to_dict(self, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request'ubq body.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        if self._script:
-            d["script"] = self._script
-
-        d.update(recursive_to_dict(self._extra))
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    async def execute(self) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-        """
-        opensearch = await get_connection(self._using)
-
-        self._response = self._response_class(
-            self,
-            await opensearch.update_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            ),
-        )
-        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
deleted file mode 100644
index c49fd5747..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
+++ /dev/null
@@ -1,395 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import asyncio
-import os
-import ssl
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-import urllib3
-
-from ..compat import reraise_exceptions, urlencode
-from ..connection.base import Connection
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from ._extra_imports import aiohttp, aiohttp_exceptions, yarl  # type: ignore
-from .compat import get_running_loop
-
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-class AsyncConnection(Connection):
-    """Base class for Async HTTP connection implementations"""
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        raise NotImplementedError()
-
-    async def close(self) -> None:
-        raise NotImplementedError()
-
-
-class AIOHttpConnection(AsyncConnection):
-    session: aiohttp.ClientSession
-    ssl_assert_fingerprint: Optional[str]
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        url_prefix: str = "",
-        timeout: int = 10,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        maxsize: Optional[int] = 10,
-        headers: Any = None,
-        ssl_context: Any = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        loop: Any = None,
-        trust_env: Optional[bool] = False,
-        **kwargs: Any
-    ) -> None:
-        """
-        Default connection class for ``AsyncOpenSearch`` using the `aiohttp` library and the http protocol.
-
-        :arg host: hostname of the node (default: localhost)
-        :arg port: port to use (integer, default: 9200)
-        :arg url_prefix: optional url prefix for opensearch
-        :arg timeout: default timeout in seconds (float, default: 10)
-        :arg http_auth: optional http auth information as either ':' separated
-            string or a tuple
-        :arg use_ssl: use ssl for the connection if `True`
-        :arg verify_certs: whether to verify SSL certificates
-        :arg ssl_show_warn: show warning when verify certs is disabled
-        :arg ca_certs: optional path to CA bundle.
-            See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
-            for instructions how to get default set
-        :arg client_cert: path to the file containing the private key and the
-            certificate, or cert only if using client_key
-        :arg client_key: path to the file containing the private key if using
-            separate cert and key files (client_cert will contain only the cert)
-        :arg ssl_version: version of the SSL protocol to use. Choices are:
-            SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
-            ``ssl`` module for exact options for your environment).
-        :arg ssl_assert_hostname: use hostname verification if not `False`
-        :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
-        :arg maxsize: the number of connections which will be kept open to this
-            host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
-            information.
-        :arg headers: any custom http headers to be add to requests
-        :arg http_compress: Use gzip compression
-        :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-            For tracing all requests made by this transport.
-        :arg loop: asyncio Event Loop to use with aiohttp. This is set by default to the currently running loop.
-        """
-
-        self.headers = {}
-
-        super().__init__(
-            host=host,
-            port=port,
-            url_prefix=url_prefix,
-            timeout=timeout,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = ":".join(http_auth)
-            self.headers.update(urllib3.make_headers(basic_auth=http_auth))
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        self.ssl_assert_fingerprint = ssl_assert_fingerprint
-        if self.use_ssl and ssl_context is None:
-            if ssl_version is None:
-                ssl_context = ssl.create_default_context()
-            else:
-                ssl_context = ssl.SSLContext(ssl_version)
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            if verify_certs:
-                ssl_context.verify_mode = ssl.CERT_REQUIRED
-                ssl_context.check_hostname = True
-            else:
-                ssl_context.check_hostname = False
-                ssl_context.verify_mode = ssl.CERT_NONE
-
-            if ca_certs is None:
-                ca_certs = self.default_ca_certs()
-
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-                if os.path.isfile(ca_certs):
-                    ssl_context.load_verify_locations(cafile=ca_certs)
-                elif os.path.isdir(ca_certs):
-                    ssl_context.load_verify_locations(capath=ca_certs)
-                else:
-                    raise ImproperlyConfigured("ca_certs parameter is not a path")
-            else:
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-
-            # Use client_cert and client_key variables for SSL certificate configuration.
-            if client_cert and not os.path.isfile(client_cert):
-                raise ImproperlyConfigured("client_cert is not a path to a file")
-            if client_key and not os.path.isfile(client_key):
-                raise ImproperlyConfigured("client_key is not a path to a file")
-            if client_cert and client_key:
-                ssl_context.load_cert_chain(client_cert, client_key)
-            elif client_cert:
-                ssl_context.load_cert_chain(client_cert)
-
-        self.headers.setdefault("connection", "keep-alive")
-        self.loop = loop
-        self.session = None
-
-        # Parameters for creating an aiohttp.ClientSession later.
-        self._limit = maxsize
-        self._http_auth = http_auth
-        self._ssl_context = ssl_context
-        self._trust_env = trust_env
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.session is None:
-            await self._create_aiohttp_session()
-        assert self.session is not None
-
-        orig_body = body
-        url_path = self.url_prefix + url
-        if params:
-            query_string = urlencode(params)
-        else:
-            query_string = ""
-
-        # There is a bug in aiohttp that disables the re-use
-        # of the connection in the pool when method=HEAD.
-        # See: aio-libs/aiohttp#1769
-        is_head = False
-        if method == "HEAD":
-            method = "GET"
-            is_head = True
-
-        # Top-tier tip-toeing happening here. Basically
-        # because Pip's old resolver is bad and wipes out
-        # strict pins in favor of non-strict pins of extras
-        # our [async] extra overrides aiohttp's pin of
-        # yarl. yarl released breaking changes, aiohttp pinned
-        # defensively afterwards, but our users don't get
-        # that nice pin that aiohttp set. :( So to play around
-        # this super-defensively we try to import yarl, if we can't
-        # then we pass a string into ClientSession.request() instead.
-        if yarl:
-            # Provide correct URL object to avoid string parsing in low-level code
-            url = yarl.URL.build(
-                scheme=self.scheme,
-                host=self.hostname,
-                port=self.port,
-                path=url_path,
-                query_string=query_string,
-                encoded=True,
-            )
-        else:
-            url = self.url_prefix + url
-            if query_string:
-                url = "%s?%s" % (url, query_string)
-            url = self.host + url
-
-        timeout = aiohttp.ClientTimeout(
-            total=timeout if timeout is not None else self.timeout
-        )
-
-        req_headers = self.headers.copy()
-        if headers:
-            req_headers.update(headers)
-
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            req_headers["content-encoding"] = "gzip"
-
-        start = self.loop.time()
-        try:
-            async with self.session.request(
-                method,
-                url,
-                data=body,
-                headers=req_headers,
-                timeout=timeout,
-                fingerprint=self.ssl_assert_fingerprint,
-            ) as response:
-                if is_head:  # We actually called 'GET' so throw away the data.
-                    await response.release()
-                    raw_data = ""
-                else:
-                    raw_data = await response.text()
-                duration = self.loop.time() - start
-
-        # We want to reraise a cancellation or recursion error.
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                url,
-                url_path,
-                orig_body,
-                self.loop.time() - start,
-                exception=e,
-            )
-            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(
-                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
-            ):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.getall("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method,
-                url,
-                url_path,
-                orig_body,
-                duration,
-                status_code=response.status,
-                response=raw_data,
-            )
-            self._raise_error(
-                response.status,
-                raw_data,
-                response.headers.get("content-type"),
-            )
-
-        self.log_request_success(
-            method, url, url_path, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    async def close(self) -> Any:
-        """
-        Explicitly closes connection
-        """
-        if self.session:
-            await self.session.close()
-            self.session = None
-
-    async def _create_aiohttp_session(self) -> Any:
-        """Creates an aiohttp.ClientSession(). This is delayed until
-        the first call to perform_request() so that AsyncTransport has
-        a chance to set AIOHttpConnection.loop
-        """
-        if self.loop is None:
-            self.loop = get_running_loop()
-        self.session = aiohttp.ClientSession(
-            headers=self.headers,
-            skip_auto_headers=("accept", "accept-encoding"),
-            auto_decompress=True,
-            loop=self.loop,
-            cookie_jar=aiohttp.DummyCookieJar(),
-            response_class=OpenSearchClientResponse,
-            connector=aiohttp.TCPConnector(
-                limit=self._limit,
-                use_dns_cache=True,
-                enable_cleanup_closed=True,
-                ssl=self._ssl_context,
-            ),
-            trust_env=self._trust_env,
-        )
-
-
-class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
-    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
-        if self._body is None:
-            await self.read()
-
-        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
deleted file mode 100644
index bf1d4eee7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
+++ /dev/null
@@ -1,262 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Union
-
-from ..client.utils import NamespacedClient, _make_path, query_params
-
-
-class AlertingClient(NamespacedClient):
-    @query_params()
-    async def search_monitor(
-        self,
-        body: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the search result for a monitor.
-
-        :arg monitor_id: The configuration for the monitor we are trying to search
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def get_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the details of a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to fetch
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("dryrun")
-    async def run_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Runs/Executes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to execute
-        :arg dryrun: Shows the results of a run without actions sending any message
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def create_monitor(
-        self,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Creates a monitor with inputs, triggers, and actions.
-
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def update_monitor(
-        self,
-        monitor_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Updates a monitor's inputs, triggers, and actions.
-
-        :arg monitor_id: The id of the monitor we are trying to update
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def delete_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Deletes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to delete
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def get_destination(
-        self,
-        destination_id: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the details of a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
-        """
-        return await self.transport.perform_request(
-            "GET",
-            (
-                _make_path("_plugins", "_alerting", "destinations", destination_id)
-                if destination_id
-                else _make_path("_plugins", "_alerting", "destinations")
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def create_destination(
-        self,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Creates a destination for slack, mail, or custom-webhook.
-
-        :arg body: The configuration for the destination
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "destinations"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def update_destination(
-        self,
-        destination_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Updates a destination's inputs, triggers, and actions.
-
-        :arg destination_id: The id of the destination we are trying to update
-        :arg body: The configuration for the destination
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def delete_destination(
-        self,
-        destination_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Deletes a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to delete
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def get_alerts(
-        self, params: Union[Any, None] = None, headers: Union[Any, None] = None
-    ) -> Union[bool, Any]:
-        """
-        Returns all alerts.
-
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "alerts"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def acknowledge_alert(
-        self,
-        monitor_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Acknowledges an alert.
-
-        :arg monitor_id: The id of the monitor, the alert belongs to
-        :arg body: The alerts to be acknowledged
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins",
-                "_alerting",
-                "monitors",
-                monitor_id,
-                "_acknowledge",
-                "alerts",
-            ),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
deleted file mode 100644
index c5084a375..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
+++ /dev/null
@@ -1,169 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndexManagementClient(NamespacedClient):
-    @query_params()
-    async def put_policy(
-        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates, or updates, a policy.
-
-        :arg policy: The name of the policy
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def add_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Adds a policy to an index. This operation does not change the policy if the index already has one.
-
-        :arg index: The name of the index to add policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "add", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def get_policy(
-        self, policy: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
-
-        :arg policy: The name of the policy
-        """
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def remove_policy_from_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Removes any ISM policy from the index.
-
-        :arg index: The name of the index to remove policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "remove", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def change_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates the managed index policy to a new policy (or to a new version of the policy).
-
-        :arg index: The name of the index to change policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "change_policy", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def retry(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Retries the failed action for an index.
-
-        :arg index: The name of the index whose is in a failed state
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "retry", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("show_policy")
-    async def explain_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the current state of the index.
-
-        :arg index: The name of the index to explain
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "explain", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def delete_policy(
-        self, policy: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes the policy by `policy_id`.
-
-        :arg policy: The name of the policy to delete
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
deleted file mode 100644
index 033a25595..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
+++ /dev/null
@@ -1,373 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class KnnClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to delete a particular model in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to retrieve information about models present in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    async def search_models(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Use an OpenSearch query to search for models in the index.
-
-
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg allow_partial_search_results: Indicate if an error should
-            be returned if there is a partial search failure or timeout. Default is
-            True.
-        :arg analyze_wildcard: Specify whether wildcard and prefix
-            queries should be analyzed. Default is false.
-        :arg analyzer: The analyzer to use for the query string.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node. This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: Indicates whether network round-
-            trips should be minimized as part of cross-cluster search requests
-            execution. Default is True.
-        :arg default_operator: The default operator for query string
-            query (AND or OR). Valid choices are AND, OR.
-        :arg df: The field to use as default where no field prefix is
-            given in the query string.
-        :arg docvalue_fields: Comma-separated list of fields to return
-            as the docvalue representation of a field for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg explain: Specify whether to return detailed information
-            about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg lenient: Specify whether format-based query failures (such
-            as providing text to a numeric field) should be ignored.
-        :arg max_concurrent_shard_requests: The number of concurrent
-            shard requests per node this search executes concurrently. This value
-            should be used to limit the impact of the search on the cluster in order
-            to limit the number of concurrent shard requests. Default is 5.
-        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
-            round-trip to prefilter search shards based on query rewriting if the
-            number of shards the search request expands to exceeds the threshold.
-            This filter round-trip can limit the number of shards significantly if
-            for instance a shard can not match any documents based on its rewrite
-            method ie. if date filters are mandatory to match but the shard bounds
-            and the query are disjoint.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg request_cache: Specify if request cache should be used for
-            this request or not, defaults to index level setting.
-        :arg rest_total_hits_as_int: Indicates whether hits.total should
-            be rendered as an integer or an object in the rest search response.
-            Default is false.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg scroll: Specify how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg search_type: Search operation type. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg seq_no_primary_term: Specify whether to return sequence
-            number and primary term of the last modification of each hit.
-        :arg size: Number of hits to return. Default is 10.
-        :arg sort: Comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific 'tag' of the request for logging and
-            statistical purposes.
-        :arg stored_fields: Comma-separated list of stored fields to
-            return.
-        :arg suggest_field: Specify which field to use for suggestions.
-        :arg suggest_mode: Specify suggest mode. Valid choices are
-            missing, popular, always.
-        :arg suggest_size: How many suggestions to return in response.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.
-        :arg terminate_after: The maximum number of documents to collect
-            for each shard, upon reaching which the query execution will terminate
-            early.
-        :arg timeout: Operation timeout.
-        :arg track_scores: Whether to calculate and return scores even
-            if they are not used for sorting.
-        :arg track_total_hits: Indicate if the number of documents that
-            match the query should be tracked.
-        :arg typed_keys: Specify whether aggregation and suggester names
-            should be prefixed by their respective types in the response.
-        :arg version: Whether to return document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_knn/models/_search",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def stats(
-        self,
-        node_id: Any = None,
-        stat: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides information about the current status of the k-NN plugin.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg stat: Comma-separated list of stats to retrieve; use `_all`
-            or empty string to retrieve all stats.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", node_id, "stats", stat),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "preference", "pretty", "source"
-    )
-    async def train_model(
-        self,
-        body: Any,
-        model_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create and train a model that can be used for initializing k-NN native library
-        indexes during indexing.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Preferred node to execute training.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_knn", "models", model_id, "_train"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def warmup(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Preloads native library files into memory, reducing initial search latency for
-        specified indexes.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "warmup", index),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
deleted file mode 100644
index 0a7e38a1d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
+++ /dev/null
@@ -1,351 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class NotificationsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a channel configuration.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "config_id",
-        "config_id_list",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def delete_configs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete multiple channel configurations.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg config_id_list: A comma-separated list of channel IDs to
-            delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a specific channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "chime.url",
-        "chime.url.keyword",
-        "config_type",
-        "created_time_ms",
-        "description",
-        "description.keyword",
-        "email.email_account_id",
-        "email.email_group_id_list",
-        "email.recipient_list.recipient",
-        "email.recipient_list.recipient.keyword",
-        "email_group.recipient_list.recipient",
-        "email_group.recipient_list.recipient.keyword",
-        "error_trace",
-        "filter_path",
-        "human",
-        "is_enabled",
-        "last_updated_time_ms",
-        "microsoft_teams.url",
-        "microsoft_teams.url.keyword",
-        "name",
-        "name.keyword",
-        "pretty",
-        "query",
-        "ses_account.from_address",
-        "ses_account.from_address.keyword",
-        "ses_account.region",
-        "ses_account.role_arn",
-        "ses_account.role_arn.keyword",
-        "slack.url",
-        "slack.url.keyword",
-        "smtp_account.from_address",
-        "smtp_account.from_address.keyword",
-        "smtp_account.host",
-        "smtp_account.host.keyword",
-        "smtp_account.method",
-        "sns.role_arn",
-        "sns.role_arn.keyword",
-        "sns.topic_arn",
-        "sns.topic_arn.keyword",
-        "source",
-        "text_query",
-        "webhook.url",
-        "webhook.url.keyword",
-    )
-    async def get_configs(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get multiple channel configurations with filtering.
-
-
-        :arg config_type: Type of notification configuration. Valid
-            choices are slack, chime, microsoft_teams, webhook, email, sns,
-            ses_account, smtp_account, email_group.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_features(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List supported channel configurations.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_notifications/features", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def send_test(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Send a test notification.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "feature", "test", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_config(
-        self,
-        config_id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Update channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (config_id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_channels(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List created notification channels.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
deleted file mode 100644
index 5a4f7091d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
+++ /dev/null
@@ -1,235 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class RollupsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a rollup's current status.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get an index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create or update index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Stop rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
deleted file mode 100644
index 231d02eec..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
+++ /dev/null
@@ -1,308 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TransformsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete an index transform.
-
-
-        :arg id: Transform to delete
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to explain
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def preview(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a preview of what a transformed index would look like.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create an index transform, or update a transform if if_seq_no and
-        if_primary_term are provided.
-
-
-        :arg id: Transform to create/update
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "from_",
-        "human",
-        "pretty",
-        "search",
-        "size",
-        "sortDirection",
-        "sortField",
-        "source",
-    )
-    async def search(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the details of all transform jobs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: The starting transform to return. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search: The search term to use to filter results.
-        :arg size: Specifies the number of transforms to return. Default
-            is 10.
-        :arg sortDirection: Specifies the direction to sort results in.
-            Can be ASC or DESC. Default is ASC.
-        :arg sortField: The field to sort results with.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_transform", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start transform.
-
-
-        :arg id: Transform to start
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        stop transform.
-
-
-        :arg id: Transform to stop
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
deleted file mode 100644
index 69db28d9b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
+++ /dev/null
@@ -1,454 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import asyncio
-import logging
-from itertools import chain
-from typing import Any, Collection, Mapping, Optional, Type, Union
-
-from opensearchpy.connection.base import Connection
-from opensearchpy.serializer import Serializer
-
-from ..connection_pool import ConnectionPool
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    SerializationError,
-    TransportError,
-)
-from ..serializer import JSONSerializer
-from ..transport import Transport, get_host_info
-from .compat import get_running_loop
-from .http_aiohttp import AIOHttpConnection
-
-logger = logging.getLogger("opensearch")
-
-
-class AsyncTransport(Transport):
-    """
-    Encapsulation of transport-related to logic. Handles instantiation of the
-    individual connections as well as creating a connection pool to hold them.
-
-    Main interface is the `perform_request` method.
-    """
-
-    DEFAULT_CONNECTION_CLASS = AIOHttpConnection
-
-    sniffing_task: Any = None
-
-    def __init__(
-        self,
-        hosts: Any,
-        connection_class: Any = None,
-        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
-        host_info_callback: Any = get_host_info,
-        sniff_on_start: bool = False,
-        sniffer_timeout: Any = None,
-        sniff_timeout: float = 0.1,
-        sniff_on_connection_fail: bool = False,
-        serializer: Serializer = JSONSerializer(),
-        serializers: Any = None,
-        default_mimetype: str = "application/json",
-        max_retries: int = 3,
-        retry_on_status: Any = (502, 503, 504),
-        retry_on_timeout: bool = False,
-        send_get_body_as: str = "GET",
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of dictionaries, each containing keyword arguments to
-            create a `connection_class` instance
-        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
-        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
-        :arg host_info_callback: callback responsible for taking the node information from
-            `/_cluster/nodes`, along with already extracted information, and
-            producing a list of arguments (same as `hosts` parameter)
-        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
-            from the cluster at startup time
-        :arg sniffer_timeout: number of seconds between automatic sniffs
-        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
-        :arg sniff_timeout: timeout used for the sniff request - it should be a
-            fast api call and we are talking potentially to more nodes so we want
-            to fail quickly. Not used during initial sniffing (if
-            ``sniff_on_start`` is on) when the connection still isn't
-            initialized.
-        :arg serializer: serializer instance
-        :arg serializers: optional dict of serializer instances that will be
-            used for deserializing data coming from the server. (key is the mimetype)
-        :arg default_mimetype: when no mimetype is specified by the server
-            response assume this mimetype, defaults to `'application/json'`
-        :arg max_retries: maximum number of retries before an exception is propagated
-        :arg retry_on_status: set of HTTP status codes on which we should retry
-            on a different node. defaults to ``(502, 503, 504)``
-        :arg retry_on_timeout: should timeout trigger a retry on different
-            node? (default `False`)
-        :arg send_get_body_as: for GET requests with body this option allows
-            you to specify an alternate way of execution for environments that
-            don't support passing bodies with GET requests. If you set this to
-            'POST' a POST method will be used instead, if to 'source' then the body
-            will be serialized and passed as a query parameter `source`.
-
-        Any extra keyword arguments will be passed to the `connection_class`
-        when creating and instance unless overridden by that connection's
-        options provided as part of the hosts parameter.
-        """
-        self.sniffing_task = None
-        self.loop: Any = None
-        self._async_init_called = False
-        self._sniff_on_start_event: Optional[asyncio.Event] = None
-
-        super(AsyncTransport, self).__init__(
-            hosts=[],
-            connection_class=connection_class,
-            connection_pool_class=connection_pool_class,
-            host_info_callback=host_info_callback,
-            sniff_on_start=False,
-            sniffer_timeout=sniffer_timeout,
-            sniff_timeout=sniff_timeout,
-            sniff_on_connection_fail=sniff_on_connection_fail,
-            serializer=serializer,
-            serializers=serializers,
-            default_mimetype=default_mimetype,
-            max_retries=max_retries,
-            retry_on_status=retry_on_status,
-            retry_on_timeout=retry_on_timeout,
-            send_get_body_as=send_get_body_as,
-            **kwargs
-        )
-
-        # Since we defer connections / sniffing to not occur
-        # within the constructor we never want to signal to
-        # our parent to 'sniff_on_start' or non-empty 'hosts'.
-        self.hosts = hosts
-        self.sniff_on_start = sniff_on_start
-
-    async def _async_init(self) -> None:
-        """This is our stand-in for an async constructor. Everything
-        that was deferred within __init__() should be done here now.
-
-        This method will only be called once per AsyncTransport instance
-        and is called from one of AsyncOpenSearch.__aenter__(),
-        AsyncTransport.perform_request() or AsyncTransport.get_connection()
-        """
-        # Detect the async loop we're running in and set it
-        # on all already created HTTP connections.
-        self.loop = get_running_loop()
-        self.kwargs["loop"] = self.loop
-
-        # Now that we have a loop we can create all our HTTP connections...
-        self.set_connections(self.hosts)
-        self.seed_connections = list(self.connection_pool.connections[:])
-
-        # ... and we can start sniffing in the background.
-        if self.sniffing_task is None and self.sniff_on_start:
-            # Create an asyncio.Event for future calls to block on
-            # until the initial sniffing task completes.
-            self._sniff_on_start_event = asyncio.Event()
-
-            try:
-                self.last_sniff = self.loop.time()
-                self.create_sniff_task(initial=True)
-
-                # Since this is the first one we wait for it to complete
-                # in case there's an error it'll get raised here.
-                await self.sniffing_task  # type: ignore
-
-            # If the task gets cancelled here it likely means the
-            # transport got closed.
-            except asyncio.CancelledError:
-                pass
-
-            # Once we exit this section we want to unblock any _async_calls()
-            # that are blocking on our initial sniff attempt regardless of it
-            # was successful or not.
-            finally:
-                self._sniff_on_start_event.set()
-
-    async def _async_call(self) -> None:
-        """This method is called within any async method of AsyncTransport
-        where the transport is not closing. This will check to see if we should
-        call our _async_init() or create a new sniffing task
-        """
-        if not self._async_init_called:
-            self._async_init_called = True
-            await self._async_init()
-
-        # If the initial sniff_on_start hasn't returned yet
-        # then we need to wait for node information to come back
-        # or for the task to be cancelled via AsyncTransport.close()
-        if self._sniff_on_start_event and not self._sniff_on_start_event.is_set():
-            # This is already a no-op if the event is set but we try to
-            # avoid an 'await' by checking 'not event.is_set()' above first.
-            await self._sniff_on_start_event.wait()
-
-        if self.sniffer_timeout:
-            if self.loop.time() >= self.last_sniff + self.sniffer_timeout:
-                self.create_sniff_task()
-
-    async def _get_node_info(self, conn: Any, initial: Any) -> Any:
-        try:
-            # use small timeout for the sniffing request, should be a fast api call
-            _, headers, node_info = await conn.perform_request(
-                "GET",
-                "/_nodes/_all/http",
-                timeout=self.sniff_timeout if not initial else None,
-            )
-            return self.deserializer.loads(node_info, headers.get("content-type"))
-        except Exception:
-            pass
-        return None
-
-    async def _get_sniff_data(self, initial: Any = False) -> Any:
-        previous_sniff = self.last_sniff
-
-        # reset last_sniff timestamp
-        self.last_sniff = self.loop.time()
-
-        # use small timeout for the sniffing request, should be a fast api call
-        timeout = self.sniff_timeout if not initial else None
-
-        def _sniff_request(conn: Any) -> Any:
-            return self.loop.create_task(
-                conn.perform_request("GET", "/_nodes/_all/http", timeout=timeout)
-            )
-
-        # Go through all current connections as well as the
-        # seed_connections for good measure
-        tasks = []
-        for conn in self.connection_pool.connections:
-            tasks.append(_sniff_request(conn))
-        for conn in self.seed_connections:
-            # Ensure that we don't have any duplication within seed_connections.
-            if conn in self.connection_pool.connections:
-                continue
-            tasks.append(_sniff_request(conn))
-
-        done: Any = ()
-        try:
-            while tasks:
-
-                # execute sniff requests in parallel, wait for first to return
-                done, tasks = await asyncio.wait(
-                    tasks, return_when=asyncio.FIRST_COMPLETED
-                )
-                # go through all the finished tasks
-                for t in done:
-                    try:
-                        _, headers, node_info = t.result()
-
-                        # Lowercase all the header names for consistency in accessing them.
-                        headers = {
-                            header.lower(): value for header, value in headers.items()
-                        }
-
-                        node_info = self.deserializer.loads(
-                            node_info, headers.get("content-type")
-                        )
-                    except (ConnectionError, SerializationError):
-                        continue
-                    node_info = list(node_info["nodes"].values())
-                    return node_info
-            else:
-                # no task has finished completely
-                raise TransportError("N/A", "Unable to sniff hosts.")
-        except Exception:
-            # keep the previous value on error
-            self.last_sniff = previous_sniff
-            raise
-        finally:
-            # Cancel all the pending tasks
-            for task in chain(done, tasks):
-                task.cancel()
-
-    async def sniff_hosts(self, initial: bool = False) -> Any:
-        """Either spawns a sniffing_task which does regular sniffing
-        over time or does a single sniffing session and awaits the results.
-        """
-        # Without a loop we can't do anything.
-        if not self.loop:
-            if initial:
-                raise RuntimeError("Event loop not running on initial sniffing task")
-            return
-
-        node_info = await self._get_sniff_data(initial)
-        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
-
-        # we weren't able to get any nodes, maybe using an incompatible
-        # transport_schema or host_info_callback blocked all - raise error.
-        if not hosts:
-            raise TransportError(
-                "N/A", "Unable to sniff hosts - no viable hosts found."
-            )
-
-        # remember current live connections
-        orig_connections = self.connection_pool.connections[:]
-        self.set_connections(hosts)
-        # close those connections that are not in use any more
-        for c in orig_connections:
-            if c not in self.connection_pool.connections:
-                await c.close()
-
-    def create_sniff_task(self, initial: bool = False) -> None:
-        """
-        Initiate a sniffing task. Make sure we only have one sniff request
-        running at any given time. If a finished sniffing request is around,
-        collect its result (which can raise its exception).
-        """
-        if self.sniffing_task and self.sniffing_task.done():
-            try:
-                if self.sniffing_task is not None:
-                    self.sniffing_task.result()
-            finally:
-                self.sniffing_task = None
-
-        if self.sniffing_task is None:
-            self.sniffing_task = self.loop.create_task(self.sniff_hosts(initial))
-
-    def mark_dead(self, connection: Connection) -> None:
-        """
-        Mark a connection as dead (failed) in the connection pool. If sniffing
-        on failure is enabled this will initiate the sniffing process.
-
-        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
-        """
-        self.connection_pool.mark_dead(connection)
-        if self.sniff_on_connection_fail:
-            self.create_sniff_task()
-
-    def get_connection(self) -> Any:
-        return self.connection_pool.get_connection()
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        """
-        Perform the actual request. Retrieve a connection from the connection
-        pool, pass all the information to its perform_request method and
-        return the data.
-
-        If an exception was raised, mark the connection as failed and retry (up
-        to `max_retries` times).
-
-        If the operation was successful and the connection used was previously
-        marked as dead, mark it as live, resetting its failure count.
-
-        :arg method: HTTP method to use
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        await self._async_call()
-
-        method, params, body, ignore, timeout = self._resolve_request_args(
-            method, params, body
-        )
-
-        for attempt in range(self.max_retries + 1):
-            connection = self.get_connection()
-
-            try:
-                status, headers_response, data = await connection.perform_request(
-                    method,
-                    url,
-                    params,
-                    body,
-                    headers=headers,
-                    ignore=ignore,
-                    timeout=timeout,
-                )
-
-                # Lowercase all the header names for consistency in accessing them.
-                headers_response = {
-                    header.lower(): value for header, value in headers_response.items()
-                }
-            except TransportError as e:
-                if method == "HEAD" and e.status_code == 404:
-                    return False
-
-                retry = False
-                if isinstance(e, ConnectionTimeout):
-                    retry = self.retry_on_timeout
-                elif isinstance(e, ConnectionError):
-                    retry = True
-                elif e.status_code in self.retry_on_status:
-                    retry = True
-
-                if retry:
-                    try:
-                        # only mark as dead if we are retrying
-                        self.mark_dead(connection)
-                    except TransportError:
-                        # If sniffing on failure, it could fail too. Catch the
-                        # exception not to interrupt the retries.
-                        pass
-                    # raise exception on last retry
-                    if attempt == self.max_retries:
-                        raise e
-                else:
-                    raise e
-
-            else:
-                # connection didn't fail, confirm its live status
-                self.connection_pool.mark_live(connection)
-
-                if method == "HEAD":
-                    return 200 <= status < 300
-
-                if data:
-                    data = self.deserializer.loads(
-                        data, headers_response.get("content-type")
-                    )
-                return data
-
-    async def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        if self.sniffing_task:
-            try:
-                self.sniffing_task.cancel()
-                await self.sniffing_task
-            except asyncio.CancelledError:
-                pass
-            self.sniffing_task = None
-
-        for connection in self.connection_pool.connections:
-            await connection.close()
-
-
-__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
deleted file mode 100644
index 1bc96b453..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
+++ /dev/null
@@ -1,27 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-__versionstr__: str = "2.6.0"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
deleted file mode 100644
index c43b54a23..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
+++ /dev/null
@@ -1,3064 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from __future__ import unicode_literals
-
-import logging
-from typing import Any, Type
-
-from ..transport import Transport, TransportError
-from .cat import CatClient
-from .client import Client
-from .cluster import ClusterClient
-from .dangling_indices import DanglingIndicesClient
-from .features import FeaturesClient
-from .http import HttpClient
-from .indices import IndicesClient
-from .ingest import IngestClient
-from .nodes import NodesClient
-from .plugins import PluginsClient
-from .remote import RemoteClient
-from .remote_store import RemoteStoreClient
-from .search_pipeline import SearchPipelineClient
-from .security import SecurityClient
-from .snapshot import SnapshotClient
-from .tasks import TasksClient
-from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
-
-logger = logging.getLogger("opensearch")
-
-
-class OpenSearch(Client):
-    """
-    OpenSearch client. Provides a straightforward mapping from
-    Python to OpenSearch REST endpoints.
-
-    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
-    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
-    :class:`~opensearchpy.client.CatClient`,
-    :class:`~opensearchpy.client.ClusterClient`,
-    :class:`~opensearchpy.client.IndicesClient`,
-    :class:`~opensearchpy.client.IngestClient`,
-    :class:`~opensearchpy.client.NodesClient`,
-    :class:`~opensearchpy.client.SnapshotClient` and
-    :class:`~opensearchpy.client.TasksClient` respectively. This is the
-    preferred (and only supported) way to get access to those classes and their
-    methods.
-
-    You can specify your own connection class which should be used by providing
-    the ``connection_class`` parameter::
-
-        # create connection to localhost using the ThriftConnection
-        client = OpenSearch(connection_class=ThriftConnection)
-
-    If you want to turn on sniffing you have several options (described
-    in :class:`~opensearchpy.Transport`)::
-
-        # create connection that will automatically inspect the cluster to get
-        # the list of active nodes. Start with nodes running on
-        # 'opensearchnode1' and 'opensearchnode2'
-        client = OpenSearch(
-            ['opensearchnode1', 'opensearchnode2'],
-            # sniff before doing anything
-            sniff_on_start=True,
-            # refresh nodes after a node fails to respond
-            sniff_on_connection_fail=True,
-            # and also every 60 seconds
-            sniffer_timeout=60
-        )
-
-    Different hosts can have different parameters, use a dictionary per node to
-    specify those::
-
-        # connect to localhost directly and another node using SSL on port 443
-        # and an url_prefix. Note that ``port`` needs to be an int.
-        client = OpenSearch([
-            {'host': 'localhost'},
-            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
-        ])
-
-    If using SSL, there are several parameters that control how we deal with
-    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs'
-        )
-
-    If using SSL, but don't verify the certs, a warning message is showed
-    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # no verify SSL certificates
-            verify_certs=False,
-            # don't show warnings about ssl certs verification
-            ssl_show_warn=False
-        )
-
-    SSL client authentication is supported
-    (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs',
-            # PEM formatted SSL client certificate
-            client_cert='/path/to/clientcert.pem',
-            # PEM formatted SSL client key
-            client_key='/path/to/clientkey.pem'
-        )
-
-    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
-    in conflict with other options::
-
-        client = OpenSearch(
-            [
-                'http://user:secret@localhost:9200/',
-                'https://user:secret@other_host:443/production'
-            ],
-            verify_certs=True
-        )
-
-    By default, `JSONSerializer
-    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
-    is used to encode all outgoing requests.
-    However, you can implement your own custom serializer::
-
-        from opensearchpy.serializer import JSONSerializer
-
-        class SetEncoder(JSONSerializer):
-            def default(self, obj):
-                if isinstance(obj, set):
-                    return list(obj)
-                if isinstance(obj, Something):
-                    return 'CustomSomethingRepresentation'
-                return JSONSerializer.default(self, obj)
-
-        client = OpenSearch(serializer=SetEncoder())
-
-    """
-
-    # include PIT functions inside _patch.py
-    from ._patch import (  # type: ignore
-        create_point_in_time,
-        delete_point_in_time,
-        list_all_point_in_time,
-    )
-
-    def __init__(
-        self,
-        hosts: Any = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        super().__init__(hosts, transport_class, **kwargs)
-
-        # namespaced clients for compatibility with API names
-        self.search_pipeline = SearchPipelineClient(self)
-        self.cat = CatClient(self)
-        self.cluster = ClusterClient(self)
-        self.dangling_indices = DanglingIndicesClient(self)
-        self.indices = IndicesClient(self)
-        self.ingest = IngestClient(self)
-        self.nodes = NodesClient(self)
-        self.remote = RemoteClient(self)
-        self.security = SecurityClient(self)
-        self.snapshot = SnapshotClient(self)
-        self.tasks = TasksClient(self)
-        self.remote_store = RemoteStoreClient(self)
-
-        self.features = FeaturesClient(self)
-        self.plugins = PluginsClient(self)
-        self.http = HttpClient(self)
-
-    def __repr__(self) -> Any:
-        try:
-            # get a list of all connections
-            cons: Any = self.transport.hosts
-            # truncate to 5 if there are too many
-            if len(cons) > 5:
-                cons = cons[:5] + ["..."]
-            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
-        except Exception:
-            # probably operating on custom transport and connection_pool, ignore
-            return super(OpenSearch, self).__repr__()
-
-    def __enter__(self) -> Any:
-        if hasattr(self.transport, "_async_call"):
-            self.transport._async_call()
-        return self
-
-    def __exit__(self, *_: Any) -> None:
-        self.close()
-
-    def close(self) -> None:
-        """Closes the Transport and all internal connections"""
-        self.transport.close()
-
-    # AUTO-GENERATED-API-DEFINITIONS #
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def ping(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns whether the cluster is running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        try:
-            return self.transport.perform_request(
-                "HEAD", "/", params=params, headers=headers
-            )
-        except TransportError:
-            return False
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the cluster.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def create(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a new document in the index.  Returns a 409 response when a document
-        with a same ID already exists in the index.
-
-
-        :arg index: Name of the data stream or index to target. If the
-            target doesn’t exist and matches the name or wildcard (`*`) pattern of
-            an index template with a `data_stream` definition, this request creates
-            the data stream. If the target doesn’t exist and doesn’t match a data
-            stream template, this request creates the index.
-        :arg id: Unique identifier for the document.
-        :arg body: The document
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_create", id)
-
-        return self.transport.perform_request(
-            "PUT", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "op_type",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def index(
-        self,
-        index: Any,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a document in an index.
-
-
-        :arg index: Name of the data stream or index to target.
-        :arg body: The document
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg op_type: Set to create to only index the document if it
-            does not already exist (put if absent).If a document with the specified
-            `_id` already exists, the indexing operation will fail.Same as using the
-            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
-            id is specified, it defaults to `index`.Otherwise, it defaults to
-            `create`.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the destination must be an index
-            alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST" if id in SKIP_IN_PATH else "PUT",
-            _make_path(index, "_doc", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def bulk(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to perform multiple index/update/delete operations in a single request.
-
-
-        :arg body: The operation definition and data (action-data
-            pairs), separated by newlines
-        :arg index: Name of the data stream, index, or index alias to
-            perform bulk actions on.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the request’s actions must target
-            an index alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each action waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_bulk"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def clear_scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Explicitly clears the search context for a scroll.
-
-
-        :arg body: Comma-separated list of scroll IDs to clear if none
-            was specified via the scroll_id parameter
-        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
-            clear all scroll IDs, use `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": [scroll_id]}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return self.transport.perform_request(
-            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "min_score",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "terminate_after",
-    )
-    def count(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns number of documents matching a query.
-
-
-        :arg body: Query to restrict the results specified with the
-            Query DSL (optional)
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed.This parameter can only be used when the `q` query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices are ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg min_score: Sets the minimum `_score` value that documents
-            must have to be included in the result.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_count"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def delete(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes a document from the index.
-
-
-        :arg index: Name of the target index.
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def delete_by_query(
-        self,
-        index: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes documents matching the provided query.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if delete by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid values are: `all`,
-            `open`, `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.Defaults to the index-level setting.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search
-            request.Defaults to no timeout.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each deletion request waits for active
-            shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_delete_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def delete_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Delete By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_delete_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    def exists(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    def exists_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document source exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return self.transport.perform_request(
-            "HEAD", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "filter_path",
-        "human",
-        "lenient",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    def explain(
-        self,
-        index: Any,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about why a specific matches (or doesn't match) a query.
-
-
-        :arg index: Index names used to limit the request. Only a single
-            index name can be provided to this parameter.
-        :arg id: Defines the document ID.
-        :arg body: The query definition using the Query DSL
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string. Default is _all.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return in the response.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_explain", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_unmapped",
-        "pretty",
-        "source",
-    )
-    def field_caps(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about the capabilities of fields among multiple
-        indices.
-
-
-        :arg body: An index filter specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (*). To target all
-            data streams and indices, omit this parameter or use * or _all.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias,or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a requesttargeting `foo*,bar*`
-            returns an error if an index starts with foo but no index starts with
-            bar.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fields: Comma-separated list of fields to retrieve
-            capabilities for. Wildcard (`*`) expressions are supported.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg include_unmapped: If true, unmapped fields are included in
-            the response. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_field_caps"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    def get(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    def get_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the source of a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: Boolean) If true, the request is real-time as
-            opposed to near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return self.transport.perform_request(
-            "GET", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    def mget(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to get multiple documents in one request.
-
-
-        :arg body: Document identifiers; can be either `docs`
-            (containing full document information) or `ids` (when index is provided
-            in the URL.
-        :arg index: Name of the index to retrieve documents from when
-            `ids` are specified, or when a document in the `docs` array does not
-            specify an index.
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query parameter.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned. You can exclude fields from this subset
-            using the `_source_excludes` query parameter.If the `_source` parameter
-            is `false`, this parameter is ignored.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, the request refreshes relevant shards
-            before retrieving documents.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: If `true`, retrieves the document fields
-            stored in the index rather than the document `_source`.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_mget"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def msearch(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases to search.
-        :arg ccs_minimize_roundtrips: If true, network roundtrips
-            between the coordinating node and remote clusters are minimized for
-            cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the multi search API can execute.
-        :arg max_concurrent_shard_requests: Maximum number of concurrent
-            shard requests that each sub-search request executes per node. Default
-            is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold. This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method i.e., if date filters are mandatory to match but
-            the shard bounds and the query are disjoint.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, hits.total are returned as
-            an integer in the response. Defaults to false, which returns an object.
-            Default is false.
-        :arg search_type: Indicates whether global term and document
-            frequencies should be used when scoring returned documents. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: Specifies whether aggregation and suggester
-            names should be prefixed by their respective types in the response.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def msearch_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search template operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the API can run.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If `true`, the response returns
-            `hits.total` as an integer.If `false`, it returns `hits.total` as an
-            object. Default is false.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "ids",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    def mtermvectors(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns multiple termvectors in one request.
-
-
-        :arg body: Define ids, documents, parameters or a list of
-            parameters per document here. You must at least provide a list of
-            document ids. See documentation.
-        :arg index: Name of the index that contains the documents.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ids: A comma-separated list of documents ids. You must
-            define ids as parameter or set "ids" or "docs" in the request body
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If true, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        path = _make_path(index, "_mtermvectors")
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_script(
-        self,
-        id: Any,
-        body: Any,
-        context: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-            Must be unique within the cluster.
-        :arg body: The document
-        :arg context: Context in which the script or search template
-            should run. To prevent errors, the API immediately compiles the script
-            or template in this context.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_scripts", id, context),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "search_type",
-        "source",
-    )
-    def rank_eval(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to evaluate the quality of ranked search results over a set of typical
-        search queries.
-
-
-        :arg body: The ranking evaluation search definition, including
-            search requests, document ratings and ranking metric definition.
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard (`*`) expressions are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search_type: Search operation type
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_rank_eval"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_docs",
-        "pretty",
-        "refresh",
-        "requests_per_second",
-        "scroll",
-        "slices",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def reindex(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to copy documents from one index to another, optionally filtering the
-        source documents by a query, changing the destination index settings, or
-        fetching the documents from a remote cluster.
-
-
-        :arg body: The search definition using the Query DSL and the
-            prototype for the index request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_docs: Maximum number of documents to process. By
-            default, all documents.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, the request refreshes affected shards
-            to make this operation visible to search.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.Defaults to no throttle. Default is 0.
-        :arg scroll: Specifies how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg slices: The number of slices this task should be divided
-            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
-            Valid choices are auto.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each indexing waits for automatic index
-            creation, dynamic mapping updates, and waiting for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_reindex", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def reindex_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Reindex operation.
-
-
-        :arg task_id: Identifier for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_reindex", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def render_search_template(
-        self,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg id: ID of the search template to render. If no `source` is
-            specified, this or the `id` request body parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_render", "template", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def scripts_painless_execute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows an arbitrary script to be executed and a result to be returned.
-
-
-        :arg body: The script to execute
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_scripts/painless/_execute",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "rest_total_hits_as_int",
-        "scroll",
-        "source",
-    )
-    def scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to retrieve a large numbers of results from a single search request.
-
-
-        :arg body: The scroll ID if not passed by URL or query
-            parameter.
-        :arg scroll_id: The scroll ID for scrolled search
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, the API response’s
-            hit.total property is returned as an integer. If false, the API
-            response’s hit.total property is returned as an object. Default is
-            false.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": scroll_id}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return self.transport.perform_request(
-            "POST", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "include_named_queries_score",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_pipeline",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    def search(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns results matching a query.
-
-
-        :arg body: The search definition using the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg _source: Indicates which source fields are returned for
-            matching documents.These fields are returned in the `hits._source`
-            property of the search response.Valid values are:`true` to return the
-            entire document source;`false` to not return the document
-            source;`<string>` to return the source fields that are specified as a
-            comma-separated list (supports wildcard (`*`) patterns).
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query
-            parameter.If the `_source` parameter is `false`, this parameter is
-            ignored.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned.You can exclude fields from this subset using
-            the `_source_excludes` query parameter.If the `_source` parameter is
-            `false`, this parameter is ignored.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg allow_partial_search_results: If true, returns partial
-            results if there are shard request timeouts or shard failures. If false,
-            returns an error with no partial results. Default is True.
-        :arg analyze_wildcard: If true, wildcard and prefix queries are
-            analyzed.This parameter can only be used when the q query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the q query string parameter is
-            specified.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node.This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: If true, network round-trips
-            between the coordinating node and the remote clusters are minimized when
-            executing cross-cluster search (CCS) requests. Default is True.
-        :arg default_operator: The default operator for query string
-            query: AND or OR.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the q query
-            string parameter is specified.
-        :arg docvalue_fields: A comma-separated list of fields to return
-            as the docvalue representation for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg explain: If `true`, returns detailed information about
-            score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting document offset.Needs to be non-negative.By
-            default, you cannot page through more than 10,000 hits using the `from`
-            and `size` parameters.To page through more hits, use the `search_after`
-            parameter. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices will be ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_named_queries_score: Indicates whether
-            hit.matched_queries should be rendered as a map that includes the name
-            of the matched query associated with its score (true) or as an array
-            containing the name of the matched queries (false) Default is false.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be
-            ignored.This parameter can only be used when the `q` query string
-            parameter is specified.
-        :arg max_concurrent_shard_requests: Defines the number of
-            concurrent shard requests per node this search executes
-            concurrently.This value should be used to limit the impact of the search
-            on the cluster in order to limit the number of concurrent shard
-            requests. Default is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold.This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method (if date filters are mandatory to match but the
-            shard bounds and the query are disjoint).When unspecified, the pre-
-            filter phase is executed if any of these conditions is met:the request
-            targets more than 128 shards;the request targets one or more read-only
-            index;the primary sort of the query targets an indexed field.
-        :arg preference: Nodes and shards used for the search.By
-            default, Opensearch selects from eligible nodes and shards using
-            adaptive replica selection, accounting for allocation awareness. Valid
-            values are:`_only_local` to run the search only on shards on the local
-            node;`_local` to, if possible, run the search on shards on the local
-            node, or if not, select shards using the default
-            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
-            specified nodes IDs, where, if suitable shards exist on more than one
-            selected node, use shards on those nodes using the default method, or if
-            none of the specified nodes are available, select shards from any
-            available node using the default method;`_prefer_nodes:<node-id>,<node-
-            id>` to if possible, run the search on the specified nodes IDs, or if
-            not, select shards using the default method;`_shards:<shard>,<shard>` to
-            run the search only on the specified shards;`<custom-string>` (any
-            string that does not start with `_`) to route searches with the same
-            `<custom-string>` to the same shards in the same order. Default is
-            random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax using query
-            parameter search.Query parameter searches do not support the full
-            Opensearch Query DSL but are handy for testing.
-        :arg request_cache: If `true`, the caching of search results is
-            enabled for requests where `size` is `0`.Defaults to index level
-            settings.
-        :arg rest_total_hits_as_int: Indicates whether `hits.total`
-            should be rendered as an integer or an object in the rest search
-            response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-            See Scroll search results.By default, this value cannot exceed `1d` (24
-            hours).You can change this limit using the `search.max_keep_alive`
-            cluster-level setting.
-        :arg search_pipeline: Customizable sequence of processing stages
-            applied to search queries.
-        :arg search_type: How distributed term frequencies are
-            calculated for relevance scoring. Valid choices are query_then_fetch,
-            dfs_query_then_fetch.
-        :arg seq_no_primary_term: If `true`, returns sequence number and
-            primary term of the last modification of each hit.
-        :arg size: Defines the number of hits to return.By default, you
-            cannot page through more than 10,000 hits using the `from` and `size`
-            parameters.To page through more hits, use the `search_after` parameter.
-            Default is 10.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return as part of a hit.If no fields are specified, no stored fields are
-            included in the response.If this field is specified, the `_source`
-            parameter defaults to `false`.You can pass `_source: true` to return
-            both source fields and stored fields in the search response.
-        :arg suggest_field: Specifies which field to use for
-            suggestions.
-        :arg suggest_mode: Specifies the suggest mode.This parameter can
-            only be used when the `suggest_field` and `suggest_text` query string
-            parameters are specified. Valid choices are missing, popular, always.
-        :arg suggest_size: Number of suggestions to return.This
-            parameter can only be used when the `suggest_field` and `suggest_text`
-            query string parameters are specified.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.This parameter can only be used when the
-            `suggest_field` and `suggest_text` query string parameters are
-            specified.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.If set to
-            `0` (default), the query does not terminate early.
-        :arg timeout: Specifies the period of time to wait for a
-            response from each shard.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg track_scores: If `true`, calculate and return document
-            scores, even if the scores are not used for sorting.
-        :arg track_total_hits: Number of hits matching the query to
-            count accurately.If `true`, the exact number of hits is returned at the
-            cost of some performance.If `false`, the response does not include the
-            total number of hits matching the query.
-        :arg typed_keys: If `true`, aggregation and suggester names are
-            be prefixed by their respective types in the response.
-        :arg version: If `true`, returns document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    def search_shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the indices and shards that a search request would be
-        executed against.
-
-
-        :arg index: Returns the indices and shards that a search request
-            would be executed against.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "preference",
-        "pretty",
-        "profile",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def search_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (*).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response includes additional
-            details about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, specified concrete, expanded,
-            or aliased indices are not included in the response when throttled.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg profile: If `true`, the query execution is profiled.
-        :arg rest_total_hits_as_int: If true, hits.total are rendered as
-            an integer in the response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Specifies how long a consistent view of the
-            indexshould be maintained for scrolled search.
-        :arg search_type: The type of the search operation. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    def termvectors(
-        self,
-        index: Any,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information and statistics about terms in the fields of a particular
-        document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg body: Define parameters and or supply a document to get
-            termvectors for. See documentation.
-        :arg id: Unique identifier of the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If `true`, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        path = _make_path(index, "_termvectors", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "lang",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "retry_on_conflict",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def update(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a document with a script or partial document.
-
-
-        :arg index: The name of the index
-        :arg id: Document ID
-        :arg body: The request definition requires either `script` or
-            partial `doc`
-        :arg _source: Set to false to disable source retrieval. You can
-            also specify a comma-separatedlist of the fields you want to retrieve.
-        :arg _source_excludes: Specify the source fields you want to
-            exclude.
-        :arg _source_includes: Specify the source fields you want to
-            retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg lang: The script language. Default is painless.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If 'true', Opensearch refreshes the affected
-            shards to make this operationvisible to search, if 'wait_for' then wait
-            for a refresh to make this operationvisible to search, if 'false' do
-            nothing with refreshes. Valid choices are true, false, wait_for.
-        :arg require_alias: If true, the destination must be an index
-            alias. Default is false.
-        :arg retry_on_conflict: Specify how many times should the
-            operation be retried when a conflict occurs. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for dynamic mapping updates and
-            active shards.This guarantees Opensearch waits for at least the timeout
-            before failing.The actual wait time could be longer, particularly when
-            multiple waits occur.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operations.Set to 'all' or any
-            positive integer up to the total number of shards in the
-            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
-            Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_update", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "pipeline",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def update_by_query(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs an update on every document in the index without changing the source,
-        for example to pick up a mapping change.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if update by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes affected shards to
-            make the operation visible to search.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search request.
-        :arg search_type: The type of the search operation. Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each update request waits for the following
-            operations: dynamic mapping updates, waiting for active shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_update_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def update_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Update By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_update_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_script_context(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all script contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_script_context", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_script_languages(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns available script types, languages and contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_script_language", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_partial_pit_creation",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "keep_alive",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    def create_pit(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates point in time context.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_partial_pit_creation: Allow if point in time can be
-            created with partial failures.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg keep_alive: Specify the keep alive for point in time.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "point_in_time"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_pit(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes one or more point in time searches based on the IDs passed.
-
-
-        :arg body: The point-in-time ids to be deleted
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_search/point_in_time",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_search/point_in_time/_all", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
deleted file mode 100644
index 006ae3131..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
+++ /dev/null
@@ -1,144 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, query_params
-
-
-@query_params()
-def list_all_point_in_time(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Returns the list of active point in times searches
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'get_all_pits' API instead.
-
-    """
-    warnings.warn(
-        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.get_all_pits(params=params, headers=headers)
-
-
-@query_params(
-    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
-)
-def create_point_in_time(
-    self: Any, index: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Create a point in time that can be used in subsequent searches
-
-
-    :arg index: A comma-separated list of index names to open point
-        in time; use `_all` or empty string to perform the operation on all
-        indices
-    :arg expand_wildcards: Whether to expand wildcard expression to
-        concrete indices that are open, closed or both.  Valid choices: open,
-        closed, hidden, none, all  Default: open
-    :arg ignore_unavailable: Whether specified concrete indices
-        should be ignored when unavailable (missing or closed)
-    :arg keep_alive: Specific the time to live for the point in time
-    :arg preference: Specify the node or shard the operation should
-        be performed on (default: random)
-    :arg routing: Specific routing value
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'create_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.create_pit(index=index, params=params, headers=headers)
-
-
-@query_params()
-def delete_point_in_time(
-    self: Any,
-    body: Any = None,
-    all: bool = False,
-    params: Any = None,
-    headers: Any = None,
-) -> Any:
-    """
-    Delete a point in time
-
-
-    :arg body: a point-in-time id to delete
-    :arg all: set it to `True` to delete all alive point in time.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'delete_all_pits' or 'delete_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    if all:
-        return self.delete_all_pits(params=params, headers=headers)
-    else:
-        return self.delete_pit(body=body, params=params, headers=headers)
-
-
-@query_params()
-def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Checks to see if the Security plugin is up and running.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'health' API instead.
-
-    """
-    warnings.warn(
-        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.health(params=params, headers=headers)
-
-
-@query_params()
-def update_audit_config(
-    self: Any, body: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    A PUT call updates the audit configuration.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'update_audit_configuration' API instead.
-
-    """
-    warnings.warn(
-        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
-        DeprecationWarning,
-    )
-
-    if body in SKIP_IN_PATH:
-        raise ValueError("Empty value passed for a required argument 'body'.")
-
-    return self.update_audit_configuration(params=params, headers=headers, body=body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
deleted file mode 100644
index ff90d0618..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
+++ /dev/null
@@ -1,1403 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class CatClient(NamespacedClient):
-    @query_params(
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def aliases(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows information about currently configured aliases to indices including
-        filter and routing infos.
-
-
-        :arg name: A comma-separated list of aliases to retrieve.
-            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
-            or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def all_pit_segments(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point-in-time segments.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def allocation(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a snapshot of how many shards are allocated to each data node and how
-        much disk space they are using.
-
-
-        :arg node_id: Comma-separated list of node identifiers or names
-            used to limit the returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "allocation", node_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def cluster_manager(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/cluster_manager", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def count(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides quick access to the document count of the entire cluster, or
-        individual indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "count", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def fielddata(
-        self,
-        fields: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows how much heap memory is currently being used by fielddata on every data
-        node in the cluster.
-
-
-        :arg fields: Comma-separated list of fields used to limit
-            returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "fielddata", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "ts",
-        "v",
-    )
-    def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster health.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
-            Default is True.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/health", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
-    )
-    def help(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns help for the Cat APIs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "health",
-        "help",
-        "human",
-        "include_unloaded_segments",
-        "local",
-        "master_timeout",
-        "pretty",
-        "pri",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def indices(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about indices: number of primaries and replicas, document
-        counts, disk size, ...
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: The type of index that wildcard patterns
-            can match. Valid choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg health: The health status used to limit returned indices.
-            By default, the response includes indices of any health status. Valid
-            choices are green, yellow, red.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg pri: If true, the response only includes information from
-            primary shards. Default is false.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def master(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        from warnings import warn
-
-        warn(
-            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
-        )
-        return self.transport.perform_request(
-            "GET", "/_cat/master", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def nodeattrs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about custom node attributes.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/nodeattrs", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "full_id",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def nodes(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic statistics about performance of cluster nodes.
-
-
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg full_id: If `true`, return the full node ID. If `false`,
-            return the shortened node ID. Default is false.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local (Deprecated: This parameter does not cause this API
-            to act locally.): Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/nodes", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster pending tasks.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def pit_segments(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List segments for one or several PITs.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def plugins(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about installed plugins across nodes node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/plugins", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "bytes",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about index shard recoveries, both on-going completed.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def repositories(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about snapshot repositories registered in the cluster.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/repositories", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "allow_no_indices",
-        "bytes",
-        "completed_only",
-        "detailed",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "pretty",
-        "s",
-        "shards",
-        "source",
-        "time",
-        "timeout",
-        "v",
-    )
-    def segment_replication(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about both on-going and latest completed Segment
-        Replication events.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            segment replication events. Default is false.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg completed_only: If `true`, the response only includes
-            latest completed segment replication events. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about segment replications. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg shards: Comma-separated list of shards to display.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg timeout: Operation timeout.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "segment_replication", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about the segments in the shards of an index.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a detailed view of shard allocation on nodes.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "size",
-        "source",
-        "v",
-    )
-    def thread_pool(
-        self,
-        thread_pool_patterns: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster-wide thread pool statistics per node. By default the active,
-        queue and rejected statistics are returned for all thread pools.
-
-
-        :arg thread_pool_patterns: A comma-separated list of thread pool
-            names used to limit the request. Accepts wildcard expressions.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg size: The multiplier in which to display values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "thread_pool", thread_pool_patterns),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def snapshots(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all snapshots in a specific repository.
-
-
-        :arg repository: A comma-separated list of snapshot repositories
-            used to limit the request. Accepts wildcard expressions. `_all` returns
-            all repositories. If any repository fails during the request, Opensearch
-            returns an error.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, the response does not
-            include information from unavailable snapshots. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "snapshots", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the tasks currently executing on one or more nodes in
-        the cluster.
-
-
-        :arg actions: The task action names, which are used to limit the
-            response.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: The parent task identifier, which is used
-            to limit the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def templates(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about existing templates.
-
-
-        :arg name: The name of the template to return. Accepts wildcard
-            expressions. If omitted, all templates are returned.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
deleted file mode 100644
index 091bb5e9d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Optional, Type
-
-from opensearchpy.client.utils import _normalize_hosts
-from opensearchpy.transport import Transport
-
-
-class Client(object):
-    """
-    A generic async OpenSearch client.
-    """
-
-    def __init__(
-        self,
-        hosts: Optional[str] = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
deleted file mode 100644
index 159aea492..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
+++ /dev/null
@@ -1,1029 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class ClusterClient(NamespacedClient):
-    @query_params(
-        "awareness_attribute",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "level",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_events",
-        "wait_for_no_initializing_shards",
-        "wait_for_no_relocating_shards",
-        "wait_for_nodes",
-        "wait_for_status",
-    )
-    def health(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the health of the cluster.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg awareness_attribute: The awareness attribute for which the
-            health is required.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg level: Can be one of cluster, indices or shards. Controls
-            the details level of the health information returned. Valid choices are
-            cluster, indices, shards, awareness_attributes.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: A number controlling to how many
-            active shards to wait for, all to wait for all shards in the cluster to
-            be active, or 0 to not wait. Valid choices are all, index-setting.
-        :arg wait_for_events: Can be one of immediate, urgent, high,
-            normal, low, languid. Wait until all currently queued events with the
-            given priority are processed. Valid choices are immediate, urgent, high,
-            normal, low, languid.
-        :arg wait_for_no_initializing_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard initializations. Defaults to false, which means it will
-            not wait for initializing shards.
-        :arg wait_for_no_relocating_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard relocations. Defaults to false, which means it will not
-            wait for relocating shards.
-        :arg wait_for_nodes: The request waits until the specified
-            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
-            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
-            notation.
-        :arg wait_for_status: One of green, yellow or red. Will wait
-            (until the timeout provided) until the status of the cluster changes to
-            the one provided or better, i.e. green > yellow > red. By default, will
-            not wait for any status. Valid choices are green, yellow, red.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "health", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of any cluster-level changes (e.g. create index, update mapping,
-        allocate or fail shard) which have not yet been executed.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cluster/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_metadata_version",
-        "wait_for_timeout",
-    )
-    def state(
-        self,
-        metric: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a comprehensive information about the state of the cluster.
-
-
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_metadata_version: Wait for the metadata version to
-            be equal or greater than the specified metadata version
-        :arg wait_for_timeout: The maximum time to wait for
-            wait_for_metadata_version before timing out
-        """
-        if index and metric in SKIP_IN_PATH:
-            metric = "_all"
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "state", metric, index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def stats(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns high-level overview of cluster statistics.
-
-
-        :arg node_id: Comma-separated list of node filters used to limit
-            returned information. Defaults to all nodes in the cluster.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for each node to respond.If a node
-            does not respond before its timeout expires, the response does not
-            include its stats.However, timed out nodes are included in the
-            response’s `_nodes.failed` property. Defaults to no timeout.
-        """
-        return self.transport.perform_request(
-            "GET",
-            (
-                "/_cluster/stats"
-                if node_id in SKIP_IN_PATH
-                else _make_path("_cluster", "stats", "nodes", node_id)
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "explain",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "metric",
-        "pretty",
-        "retry_failed",
-        "source",
-        "timeout",
-    )
-    def reroute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to manually change the allocation of individual shards in the cluster.
-
-
-        :arg body: The definition of `commands` to perform (`move`,
-            `cancel`, `allocate`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If true, then the request simulates the operation
-            only and returns the resulting state.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg explain: If true, then the response contains an explanation
-            of why the commands can or cannot be executed.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg metric: Limits the information returned to the specified
-            metrics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg retry_failed: If true, then retries allocation of shards
-            that are blocked due to too many subsequent allocation failures.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "include_defaults",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def get_settings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster settings.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_defaults: If `true`, returns default cluster
-            settings from the local node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cluster/settings", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_settings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster settings.
-
-
-        :arg body: The settings to be updated. Can be either `transient`
-            or `persistent` (survives cluster restart).
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def remote_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about configured remote clusters.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "include_disk_info",
-        "include_yes_decisions",
-        "pretty",
-        "source",
-    )
-    def allocation_explain(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides explanations for shard allocations in the cluster.
-
-
-        :arg body: The index, shard, and primary flag to explain. Empty
-            means 'explain the first unassigned shard'
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_disk_info: If true, returns information about disk
-            usage and shard sizes. Default is false.
-        :arg include_yes_decisions: If true, returns YES decisions in
-            explanation. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_cluster/allocation/explain",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a component template.
-
-
-        :arg name: Name of the component template to delete. Wildcard
-            (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_component_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns one or more component templates.
-
-
-        :arg name: Name of the component template to retrieve. Wildcard
-            (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_component_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a component template.
-
-
-        :arg name: Name of the component template to create. Opensearch
-            includes the following built-in component templates: `logs-mappings`;
-            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
-            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
-            to configure backing indices for its data streams. If you use Opensearch
-            Agent and want to overwrite one of these templates, set the `version`
-            for your replacement template higher than the current version. If you
-            don’t use Opensearch Agent and want to disable all built-in component
-            and index templates, set `stack.templates.enabled` to `false` using the
-            cluster update settings API.
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing component templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular component template exist.
-
-
-        :arg name: Name of the component template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only.Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
-    )
-    def delete_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears cluster voting config exclusions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_removal: Specifies whether to wait for all
-            excluded nodes to be removed from thecluster before clearing the voting
-            configuration exclusions list.Defaults to true, meaning that all
-            excluded nodes must be removed fromthe cluster before this API takes any
-            action. If set to false then thevoting configuration exclusions list is
-            cleared even if some excludednodes are still in the cluster. Default is
-            True.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_cluster/voting_config_exclusions",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "node_ids",
-        "node_names",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def post_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster voting config exclusions by node ids or node names.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg node_ids: A comma-separated list of the persistent ids of
-            the nodes to excludefrom the voting configuration. If specified, you may
-            not also specify node_names.
-        :arg node_names: A comma-separated list of the names of the
-            nodes to exclude from thevoting configuration. If specified, you may not
-            also specify node_ids.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: When adding a voting configuration exclusion, the
-            API waits for thespecified nodes to be excluded from the voting
-            configuration beforereturning. If the timeout expires before the
-            appropriate conditionis satisfied, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_decommission_awareness(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete any existing decommission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_weighted_routing(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete weighted shard routing weights.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_cluster/routing/awareness/weights",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get details and status of decommissioned attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if awareness_attribute_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'awareness_attribute_name'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                "_status",
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Fetches weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def put_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        awareness_attribute_value: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Decommissions an awareness attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg awareness_attribute_value: Awareness attribute value.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (awareness_attribute_name, awareness_attribute_value):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                awareness_attribute_value,
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def put_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
deleted file mode 100644
index bee5c3f14..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
+++ /dev/null
@@ -1,165 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class DanglingIndicesClient(NamespacedClient):
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to delete
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_dangling", index_uuid),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def import_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Imports the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to import
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_dangling_indices(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all dangling indices.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_dangling", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
deleted file mode 100644
index 7bf0deee0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class FeaturesClient(NamespacedClient):
-    @query_params("master_timeout", "cluster_manager_timeout")
-    def get_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets a list of features which can be included in snapshots using the
-        feature_states field when creating a snapshot
-
-
-        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
-            to master node
-        :arg cluster_manager_timeout: Explicit operation timeout for connection
-            to cluster_manager node
-        """
-        return self.transport.perform_request(
-            "GET", "/_features", params=params, headers=headers
-        )
-
-    @query_params()
-    def reset_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Resets the internal state of features, usually by deleting system indices
-
-
-        .. warning::
-
-            This API is **experimental** so may include breaking changes
-            or be removed in a future version
-        """
-        return self.transport.perform_request(
-            "POST", "/_features/_reset", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
deleted file mode 100644
index 465a724cc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
+++ /dev/null
@@ -1,128 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Mapping, Optional
-
-from .client import Client
-from .utils import NamespacedClient
-
-
-class HttpClient(NamespacedClient):
-    def __init__(self, client: Client) -> None:
-        super(HttpClient, self).__init__(client)
-
-    def get(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a GET request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "GET", url=url, headers=headers, params=params, body=body
-        )
-
-    def head(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a HEAD request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "HEAD", url=url, headers=headers, params=params, body=body
-        )
-
-    def post(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a POST request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "POST", url=url, headers=headers, params=params, body=body
-        )
-
-    def delete(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a DELETE request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "DELETE", url=url, headers=headers, params=params, body=body
-        )
-
-    def put(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a PUT request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "PUT", url=url, headers=headers, params=params, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
deleted file mode 100644
index 6d07837b3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
+++ /dev/null
@@ -1,2766 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndicesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def analyze(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the analysis process on a text and return the tokens breakdown of the
-        text.
-
-
-        :arg body: Define analyzer/tokenizer parameters and the text on
-            which the analysis should be performed
-        :arg index: The name of the index to scope the operation.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_analyze"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    def refresh(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the refresh operation in one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_refresh"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "force",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "wait_if_ongoing",
-    )
-    def flush(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the flush operation on one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to flush. Supports wildcards (`*`). To flush all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg force: If `true`, the request forces a flush even if there
-            are no changes to commit to the index.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_if_ongoing: If `true`, the flush operation blocks
-            until execution when another flush operation is running.If `false`,
-            Opensearch returns an error if you request a flush when another flush
-            operation is running. Default is True.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_flush"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def create(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates an index with optional settings and mappings.
-
-
-        :arg index: Name of the index you wish to create.
-        :arg body: The configuration for the index (`settings` and
-            `mappings`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation. Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "PUT", _make_path(index), params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def clone(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones an index.
-
-
-        :arg index: Name of the source index to clone.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_clone", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _all value targets onlymissing
-            or closed indices. This behavior applies even if the request targets
-            other open indices. For example,a request targeting foo*,bar* returns an
-            error if an index starts with foo but no index starts with bar. Default
-            is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard expressions
-            can match. If the request can target data streams, this
-            argumentdetermines whether wildcard expressions match hidden data
-            streams. Supports comma-separated values,such as open,hidden. Valid
-            choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, requests that target a
-            missing index return an error. Default is false.
-        :arg include_defaults: If true, return all default settings in
-            the response. Default is false.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def open(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Opens an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). By default,
-            you must explicitly name the indices you using to limit the request. To
-            limit a request using `_all`, `*`, or other wildcard expressions, change
-            the `action.destructive_requires_name` setting to false. You can update
-            this setting in the `opensearch.yml` file or using the cluster update
-            settings API.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_open"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def close(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Closes an index.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names used to limit the request.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_close"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index.
-
-
-        :arg index: Comma-separated list of indices to delete. You
-            cannot specify index aliases. By default, this parameter does not
-            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
-            `action.destructive_requires_name` cluster setting to `false`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    def exists(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index exists.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "write_index_only",
-    )
-    def put_mapping(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index mappings.
-
-
-        :arg body: The mapping definition
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg write_index_only: If `true`, the mappings are applied only
-            to the current write index for the target. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        if index in SKIP_IN_PATH:
-            index = "_all"
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_mapping"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_mapping(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mappings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_mapping"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    def get_field_mapping(
-        self,
-        fields: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mapping for one or more fields.
-
-
-        :arg fields: Comma-separated list or wildcard expression of
-            fields used to limit returned information.
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if fields in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'fields'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path(index, "_mapping", "field", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_alias(
-        self,
-        index: Any,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices to
-            add. Supports wildcards (`*`). Wildcard patterns that match both data
-            streams and indices return an error.
-        :arg name: Alias to update. If the alias doesn’t exist, the
-            request creates it. Index alias names support date math.
-        :arg body: The settings for the alias, such as `routing` or
-            `filter`
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_alias", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    def exists_alias(
-        self,
-        name: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular alias exists.
-
-
-        :arg name: Comma-separated list of aliases to check. Supports
-            wildcards (`*`).
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, requests that include a
-            missing data stream or index in the target indices or data streams
-            return an error.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    def get_alias(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list of aliases to retrieve. Supports
-            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
-            or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def update_aliases(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates index aliases.
-
-
-        :arg body: The definition of `actions` to perform
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_aliases", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_alias(
-        self,
-        index: Any,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`).
-        :arg name: Comma-separated list of aliases to remove. Supports
-            wildcards (`*`). To remove all aliases, use `*` or `_all`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "order",
-        "pretty",
-        "source",
-    )
-    def put_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: The name of the template
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns an error.
-        :arg order: Order in which Opensearch applies this template if
-            indexmatches multiple templates.Templates with lower 'order' values are
-            merged first. Templates with higher'order' values are merged later,
-            overriding templates with lower values.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: The comma separated names of the index templates
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Comma-separated list of index template names used to
-            limit the request. Wildcard (`*`) expressions are supported. To return
-            all index templates, omit this parameter or use a value of `_all` or
-            `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: The name of the legacy index template to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_settings(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns settings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list or wildcard expression of
-            settings to retrieve.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with foo but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. If`false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_settings", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "preserve_existing",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_settings(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index settings.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with `foo` but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can targetdata streams, this argument determines
-            whether wildcard expressions matchhidden data streams. Supports comma-
-            separated values, such as`open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg preserve_existing: If `true`, existing index settings
-            remain unchanged. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "forbid_closed_indices",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "include_unloaded_segments",
-        "level",
-        "pretty",
-        "source",
-    )
-    def stats(
-        self,
-        index: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in an index.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg metric: Limit the information returned the specific
-            metrics.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argumentdetermines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values,such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg forbid_closed_indices: If true, statistics are not
-            collected from closed indices. Default is True.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about segments in a Lucene index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the request returns a verbose response.
-            Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_segments"), params=params, headers=headers
-        )
-
-    @query_params(
-        "all_shards",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "pretty",
-        "q",
-        "rewrite",
-        "source",
-    )
-    def validate_query(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows a user to validate a potentially expensive query without executing it.
-
-
-        :arg body: The query definition specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg all_shards: If `true`, the validation is executed on all
-            shards instead of one random shard per index.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response returns detailed
-            information if an error has occurred.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg rewrite: If `true`, returns a more detailed explanation
-            showing the actual Lucene query that will be executed.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_validate", "query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "query",
-        "request",
-        "source",
-    )
-    def clear_cache(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears all or specific caches for one or more indices.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg fielddata: If `true`, clears the fields cache.Use the
-            `fields` parameter to clear the cache of specific fields only.
-        :arg fields: Comma-separated list of field names used to limit
-            the `fielddata` parameter.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg query: If `true`, clears the query cache.
-        :arg request: If `true`, clears the request cache.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about ongoing index shard recoveries.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_recovery"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "only_ancient_segments",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg only_ancient_segments: If true, only ancient (an older
-            Lucene major release) segments will be upgraded.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    def get_upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "status",
-    )
-    def shard_stores(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides store information for shard copies of indices.
-
-
-        :arg index: List of data streams, indices, and aliases used to
-            limit the request.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _allvalue targets only missing
-            or closed indices. This behavior applies even if the requesttargets
-            other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams,this argument determines
-            whether wildcard expressions match hidden data streams. Valid choices
-            are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If true, missing or closed indices are
-            not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg status: List of shard health statuses used to limit the
-            request.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flush",
-        "human",
-        "ignore_unavailable",
-        "max_num_segments",
-        "only_expunge_deletes",
-        "pretty",
-        "primary_only",
-        "source",
-        "wait_for_completion",
-    )
-    def forcemerge(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the force merge operation on one or more indices.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flush: Specify whether the index should be flushed after
-            performing the operation. Default is True.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg max_num_segments: The number of larger segments into which
-            smaller segments are merged.Set this parameter to 1 to merge all
-            segments into one segment.The default behavior is to perform the merge
-            as necessary.
-        :arg only_expunge_deletes: Specify whether the operation should
-            only expunge deleted documents
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg primary_only: Specify whether the operation should only
-            perform on primary shards. Defaults to false. Default is false.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request wait until the
-            force merge is completed. Default is True.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def shrink(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allow to shrink an existing index into a new index with fewer primary shards.
-
-
-        :arg index: Name of the source index to shrink.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_shrink", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def split(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows you to split an existing index into a new index with more primary
-        shards.
-
-
-        :arg index: Name of the source index to split.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_split", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def rollover(
-        self,
-        alias: Any,
-        body: Any = None,
-        new_index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates an alias to point to a new index when the existing index is considered
-        to be too large or too old.
-
-
-        :arg alias: Name of the data stream or index alias to roll over.
-        :arg body: The conditions that needs to be met for executing
-            rollover
-        :arg new_index: Name of the index to create. Supports date math.
-            Data streams do not support this parameter.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If `true`, checks whether the current index
-            satisfies the specified conditions but does not perform a rollover.
-            Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if alias in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'alias'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(alias, "_rollover", new_index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_data_stream(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a data stream.
-
-
-        :arg name: Name of the data stream, which must meet the
-            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
-            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
-            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
-            longer than 255 bytes. Multi-byte characters count towards this limit
-            faster.
-        :arg body: The data stream definition
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_data_stream", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_data_stream(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a data stream.
-
-
-        :arg name: Comma-separated list of data streams to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: Name of the index template to delete. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: Name of the index template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_index_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Name of the index template to retrieve. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def put_index_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: Index or template name
-        :arg body: The template definition
-        :arg cause: User defined reason for creating/updating the index
-            template. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def simulate_index_template(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate matching the given index name against the index templates in the
-        system.
-
-
-        :arg name: Index or template name to simulate
-        :arg body: New index template definition, which will be included
-            in the simulation, as if it already exists in the system
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, the template passed in the body is only
-            used if no existingtemplates match the same index patterns. If `false`,
-            the simulation usesthe template with the highest priority. Note that the
-            template is notpermanently added or updated in either case; it is only
-            used for thesimulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is receivedbefore the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate_index", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_data_stream(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns data streams.
-
-
-        :arg name: Comma-separated list of data stream names used to
-            limit the request. Wildcard (`*`) expressions are supported. If omitted,
-            all data streams are returned.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def simulate_template(
-        self,
-        body: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate resolving the given template name or body.
-
-
-        :arg name: Name of the index template to simulate. To test a
-            template configuration before you add it to the cluster, omit this
-            parameter and specify the template configuration in the request body.
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, the template passed in the body is only
-            used if no existing templates match the same index patterns. If false,
-            the simulation uses the template with the highest priority. Note that
-            the template is not permanently added or updated in either case; it is
-            only used for the simulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
-    )
-    def resolve_index(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about any matching indices, aliases, and data streams.
-
-
-        :arg name: Comma-separated name(s) or index pattern(s) of the
-            indices, aliases, and data streams to resolve. Resources on remote
-            clusters can be specified using the `<cluster>`:`<name>` syntax.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def add_block(
-        self,
-        index: Any,
-        block: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds a block to an index.
-
-
-        :arg index: A comma separated list of indices to add a block to
-        :arg block: The block to add (one of read, write, read_only or
-            metadata)
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        for param in (index, block):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT", _make_path(index, "_block", block), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def data_streams_stats(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in a data stream.
-
-
-        :arg name: Comma-separated list of data streams used to limit
-            the request. Wildcard expressions (`*`) are supported. To target all
-            data streams in a cluster, omit this parameter or use `*`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_data_stream", name, "_stats"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
deleted file mode 100644
index 14495bff7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
+++ /dev/null
@@ -1,256 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IngestClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_pipeline(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a pipeline.
-
-
-        :arg id: Comma-separated list of pipeline IDs to retrieve.
-            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
-            omit this parameter or use `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_pipeline(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a pipeline.
-
-
-        :arg id: ID of the ingest pipeline to create or update.
-        :arg body: The ingest definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_pipeline(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a pipeline.
-
-
-        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
-            to limit the request. To delete all ingest pipelines in a cluster, use a
-            value of `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
-    def simulate(
-        self,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to simulate a pipeline with example documents.
-
-
-        :arg body: The simulate definition
-        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
-            the request body, this parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the response includes output data for
-            each processor in the executed pipeline. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_ingest", "pipeline", id, "_simulate"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def processor_grok(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of the built-in patterns.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_ingest/processor/grok", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
deleted file mode 100644
index 7eff84acf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
+++ /dev/null
@@ -1,294 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class NodesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def reload_secure_settings(
-        self,
-        body: Any = None,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reloads secure settings.
-
-
-        :arg body: An object containing the password for the opensearch
-            keystore
-        :arg node_id: The names of particular nodes in the cluster to
-            target.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_nodes", node_id, "reload_secure_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def info(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limits the information returned to the specific
-            metrics. Supports a comma-separated list, such as http,ingest.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "level",
-        "pretty",
-        "source",
-        "timeout",
-        "types",
-    )
-    def stats(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        index_metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns statistical information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index_metric: Limit the information returned for indices
-            metric to the specific index metrics. It can be used only if indices (or
-            all) metric is specified.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg types: A comma-separated list of document types for the
-            indexing index metric.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "stats", metric, index_metric),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "doc_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_idle_threads",
-        "interval",
-        "pretty",
-        "snapshots",
-        "source",
-        "threads",
-        "timeout",
-    )
-    def hot_threads(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about hot threads on each node in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg doc_type: The type to sample. Valid choices are cpu, wait,
-            block.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_idle_threads: Don't show threads that are in known-
-            idle places, such as waiting on a socket select or pulling from an empty
-            task queue. Default is True.
-        :arg interval: The interval for the second sampling of threads.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg snapshots: Number of samples of thread stacktrace. Default
-            is 10.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg threads: Specify the number of threads to provide
-            information for. Default is 3.
-        :arg timeout: Operation timeout.
-        """
-        # type is a reserved word so it cannot be used, use doc_type instead
-        if "doc_type" in params:
-            params["type"] = params.pop("doc_type")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "hot_threads"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def usage(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns low-level information about REST actions usage on nodes.
-
-
-        :arg node_id: A comma-separated list of node IDs or names to
-            limit the returned information; use `_local` to return information from
-            the node you're connecting to, leave empty to get information from all
-            nodes
-        :arg metric: Limits the information returned to the specific
-            metrics. A comma-separated list of the following options: `_all`,
-            `rest_actions`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "usage", metric),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
deleted file mode 100644
index c7d070fcf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from ..plugins.alerting import AlertingClient
-from ..plugins.index_management import IndexManagementClient
-from ..plugins.knn import KnnClient
-from ..plugins.notifications import NotificationsClient
-from ..plugins.rollups import RollupsClient
-from ..plugins.transforms import TransformsClient
-from .client import Client
-from .utils import NamespacedClient
-
-
-class PluginsClient(NamespacedClient):
-    alerting: Any
-    index_management: Any
-
-    def __init__(self, client: Client) -> None:
-        super(PluginsClient, self).__init__(client)
-        self.transforms = TransformsClient(client)
-        self.rollups = RollupsClient(client)
-        self.notifications = NotificationsClient(client)
-        self.knn = KnnClient(client)
-        # self.query_workbench = QueryWorkbenchClient(client)
-        # self.reporting = ReportingClient(client)
-        # self.notebooks = NotebooksClient(client)
-        self.alerting = AlertingClient(client)
-        # self.anomaly_detection = AnomalyDetectionClient(client)
-        # self.trace_analytics = TraceAnalyticsClient(client)
-        self.index_management = IndexManagementClient(client)
-
-        self._dynamic_lookup(client)
-
-    def _dynamic_lookup(self, client: Any) -> None:
-        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
-
-        plugins = [
-            # "query_workbench",
-            # "reporting",
-            # "notebooks",
-            "alerting",
-            # "anomaly_detection",
-            # "trace_analytics",
-            "index_management",
-        ]
-        for plugin in plugins:
-            if not hasattr(client, plugin):
-                setattr(client, plugin, getattr(self, plugin))
-            else:
-                warnings.warn(
-                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
-                    category=RuntimeWarning,
-                    stacklevel=2,
-                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
deleted file mode 100644
index 7393e0ac6..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class RemoteClient(NamespacedClient):
-    @query_params()
-    def info(self, params: Any = None, headers: Any = None) -> Any:
-        return self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
deleted file mode 100644
index 20e22eaea..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, query_params
-
-
-class RemoteStoreClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def restore(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores from remote store.
-
-
-        :arg body: Comma-separated list of index IDs
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
deleted file mode 100644
index bd764c3c7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
+++ /dev/null
@@ -1,151 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SearchPipelineClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def get(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves information about a specified search pipeline.
-
-
-        :arg id: Comma-separated list of search pipeline ids. Wildcards
-            supported.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
deleted file mode 100644
index 4061f6dd0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
+++ /dev/null
@@ -1,2344 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SecurityClient(NamespacedClient):
-    from ._patch import health_check, update_audit_config  # type: ignore
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_account_details(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns account details for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/account", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def change_password(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the password for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/account",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one action group.
-
-
-        :arg action_group: Action group to retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_action_groups(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all action groups.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a specified action group.
-
-
-        :arg action_group: Action group to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified action group.
-
-
-        :arg action_group: The name of the action group to create or
-            replace.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an action group.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_action_groups(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple action groups in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_users(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_users(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple internal users in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_roles(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all roles.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_roles(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple roles in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/roles",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role_mappings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all role mappings.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role_mappings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates multiple role mappings in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenants(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all tenants.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify a single tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_tenants(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify multiple tenants in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/tenants",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the current Security plugin configuration in JSON format.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the existing configuration using the REST API. Only accessible
-        by admins and users with rest api access and only when put or patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/securityconfig/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update the existing configuration using the REST API.
-        Only accessible by admins and users with rest api access and only when put or
-        patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    def get_distinguished_names(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the cluster security certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def reload_transport_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload Transport layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/transport/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def reload_http_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload HTTP layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/http/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def flush_cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Flushes the Security plugin user, authentication, and authorization cache.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
-    def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks to see if the Security plugin is up and running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/health", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_audit_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/audit/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update specified fields in the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/audit",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_distinguished_names(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Bulk update of distinguished names. Only accessible to super-admins and with
-        rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/nodesdn",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "auth_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def authinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authentication information.
-
-
-        :arg auth_type: The type of current authentication request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: Indicates whether a verbose response should be
-            returned.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def authtoken(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authorization token.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Not supported for cache API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def config_upgrade_check(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Check whether or not an upgrade can be performed and what resources can be
-        updated.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def config_upgrade_perform(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Helps cluster operator upgrade missing defaults and stale default definitions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/_upgrade_perform",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the allowlisted APIs. Accessible via Super Admin
-        certificate or REST API permission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_update_tenancy_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the multi-tenancy configuration. Only accessible to admins
-        and users with REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_user_legacy(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all distinguished names in the specified cluster or node allow list.
-        Only accessible to super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_obo_token(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates On-Behalf-Of token for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/api/generateonbehalfoftoken",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_user_token(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins", "_security", "api", "internalusers", username, "authtoken"
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_user_token_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_allowlist(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_dashboards_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    def get_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_permissions_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the evaluated REST API permissions for the currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/permissionsinfo",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
-    def get_sslinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the SSL configuration information.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg show_dn: The domain names from all certificates.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenancy_config(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves multi-tenancy configuration. Only accessible to admins and users with
-        REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_users_legacy(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/user", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def migrate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Migrates security configuration from v6 to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a distinguished cluster name for a specific cluster. Only accessible to
-        super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def post_dashboards_info(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/dashboardsinfo",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def tenant_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the tenant names if any exist. Only accesible to super admins or
-        kibanaserver user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the specified distinguished names in the cluster or node allow
-        list. Only accessible to super-admins and with rest-api permissions when
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
-    )
-    def validate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks whether the v6 security configuration is valid and ready to be migrated
-        to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def who_am_i(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/whoami", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def who_am_i_protected(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user. User
-        needs to have access to this endpoint when authorization at REST layer is
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
deleted file mode 100644
index 2f0cd1d71..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
+++ /dev/null
@@ -1,611 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SnapshotClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def create(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a snapshot in a repository.
-
-
-        :arg repository: Repository for the snapshot.
-        :arg snapshot: Name of the snapshot. Must be unique in the
-            repository.
-        :arg body: The snapshot definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: If `true`, the request returns a
-            response when the snapshot is complete. If `false`, the request returns
-            a response when the snapshot initializes. Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def delete(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def get(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a snapshot.
-
-
-        :arg repository: Comma-separated list of snapshot repository
-            names used to limit the request. Wildcard (*) expressions are supported.
-        :arg snapshot: Comma-separated list of snapshot names to
-            retrieve. Also accepts wildcards (*). - To get information about all
-            snapshots in a registered repository, use a wildcard (*) or _all. - To
-            get information about any snapshots that are currently running, use
-            _current.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, the request returns an error
-            for any snapshots that are unavailable. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If true, returns additional information about each
-            snapshot such as the version of Opensearch which took the snapshot, the
-            start and end times of the snapshot, and the number of shards
-            snapshotted.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a repository.
-
-
-        :arg repository: Name of the snapshot repository to unregister.
-            Wildcard (`*`) patterns are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_repository(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a repository.
-
-
-        :arg repository: A comma-separated list of repository names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_snapshot", repository), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "verify",
-    )
-    def create_repository(
-        self,
-        repository: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a repository.
-
-
-        :arg repository: A repository name
-        :arg body: The repository definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        :arg verify: Whether to verify the repository after creation
-        """
-        for param in (repository, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def restore(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A snapshot name
-        :arg body: Details of what to restore
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, snapshot, "_restore"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def status(
-        self,
-        repository: Any = None,
-        snapshot: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the status of a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether to ignore unavailable
-            snapshots, defaults to false which means a SnapshotMissingException is
-            thrown Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot, "_status"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def verify_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Verifies a repository.
-
-
-        :arg repository: A repository name
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_verify"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def cleanup_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes stale data from repository.
-
-
-        :arg repository: Snapshot repository to clean up.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_cleanup"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def clone(
-        self,
-        repository: Any,
-        snapshot: Any,
-        target_snapshot: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones indices from one snapshot into another snapshot in the same repository.
-
-
-        :arg repository: A repository name
-        :arg snapshot: The name of the snapshot to clone from
-        :arg target_snapshot: The name of the cloned snapshot to create
-        :arg body: The snapshot clone definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot, target_snapshot, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
deleted file mode 100644
index 037054324..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
+++ /dev/null
@@ -1,194 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TasksClient(NamespacedClient):
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "group_by",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    def list(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of tasks.
-
-
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg group_by: Key used to group tasks in the response. Valid
-            choices are nodes, parents, none.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: Parent task ID used to limit returned
-            information. To return all tasks, omit this parameter or use a value of
-            `-1`.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "actions",
-        "error_trace",
-        "filter_path",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def cancel(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Cancels a task, if it can be cancelled through an API.
-
-
-        :arg task_id: ID of the task.
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names used to
-            limit the request.
-        :arg parent_task_id: Parent task ID used to limit the tasks.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request block until the
-            cancellation of the task and its descendant tasks is completed. Defaults
-            to false Default is false.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_tasks", task_id, "_cancel"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    def get(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a task.
-
-
-        :arg task_id: ID of the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the task has completed. Default is false.
-        """
-        if task_id in SKIP_IN_PATH:
-            warnings.warn(
-                "Calling client.tasks.get() without a task_id is deprecated "
-                "and will be removed in v8.0. Use client.tasks.list() instead.",
-                category=DeprecationWarning,
-                stacklevel=3,
-            )
-
-        return self.transport.perform_request(
-            "GET", _make_path("_tasks", task_id), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
deleted file mode 100644
index a38c30cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
+++ /dev/null
@@ -1,226 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from __future__ import unicode_literals
-
-import base64
-import weakref
-from datetime import date, datetime
-from functools import wraps
-from typing import Any, Callable, Optional
-
-from opensearchpy.serializer import Serializer
-
-from ..compat import quote, string_types, to_bytes, to_str, unquote, urlparse
-
-# parts of URL to be omitted
-SKIP_IN_PATH: Any = (None, "", b"", [], ())
-
-
-def _normalize_hosts(hosts: Any) -> Any:
-    """
-    Helper function to transform hosts argument to
-    :class:`~opensearchpy.OpenSearch` to a list of dicts.
-    """
-    # if hosts are empty, just defer to defaults down the line
-    if hosts is None:
-        return [{}]
-
-    # passed in just one string
-    if isinstance(hosts, string_types):
-        hosts = [hosts]
-
-    out = []
-    # normalize hosts to dicts
-    for host in hosts:
-        if isinstance(host, string_types):
-            if "://" not in host:
-                host = "//%s" % host  # type: ignore
-
-            parsed_url = urlparse(host)
-            h = {"host": parsed_url.hostname}
-
-            if parsed_url.port:
-                h["port"] = parsed_url.port
-
-            if parsed_url.scheme == "https":
-                h["port"] = parsed_url.port or 443
-                h["use_ssl"] = True
-
-            if parsed_url.username or parsed_url.password:
-                h["http_auth"] = "%s:%s" % (
-                    unquote(parsed_url.username),
-                    unquote(parsed_url.password),
-                )
-
-            if parsed_url.path and parsed_url.path != "/":
-                h["url_prefix"] = parsed_url.path
-
-            out.append(h)
-        else:
-            out.append(host)
-    return out
-
-
-def _escape(value: Any) -> Any:
-    """
-    Escape a single value of a URL string or a query parameter. If it is a list
-    or tuple, turn it into a comma-separated string first.
-    """
-
-    # make sequences into comma-separated stings
-    if isinstance(value, (list, tuple)):
-        value = ",".join(value)
-
-    # dates and datetimes into isoformat
-    elif isinstance(value, (date, datetime)):
-        value = value.isoformat()
-
-    # make bools into true/false strings
-    elif isinstance(value, bool):
-        value = str(value).lower()
-
-    # don't decode bytestrings
-    elif isinstance(value, bytes):
-        return value
-
-    # encode strings to utf-8
-    if isinstance(value, string_types):
-        if isinstance(value, str):
-            return value.encode("utf-8")
-
-    return str(value)
-
-
-def _make_path(*parts: Any) -> str:
-    """
-    Create a URL string from parts, omit all `None` values and empty strings.
-    Convert lists and tuples to comma separated values.
-    """
-    # TODO: maybe only allow some parts to be lists/tuples ?
-    return "/" + "/".join(
-        # preserve ',' and '*' in url for nicer URLs in logs
-        quote(_escape(p), b",*")
-        for p in parts
-        if p not in SKIP_IN_PATH
-    )
-
-
-# parameters that apply to all methods
-GLOBAL_PARAMS = ("pretty", "human", "error_trace", "format", "filter_path")
-
-
-def query_params(*opensearch_query_params: Any) -> Callable:  # type: ignore
-    """
-    Decorator that pops all accepted parameters from method's kwargs and puts
-    them in the params argument.
-    """
-
-    def _wrapper(func: Any) -> Any:
-        @wraps(func)
-        def _wrapped(*args: Any, **kwargs: Any) -> Any:
-            params = (kwargs.pop("params", None) or {}).copy()
-            headers = {
-                k.lower(): v
-                for k, v in (kwargs.pop("headers", None) or {}).copy().items()
-            }
-
-            if "opaque_id" in kwargs:
-                headers["x-opaque-id"] = kwargs.pop("opaque_id")
-
-            http_auth = kwargs.pop("http_auth", None)
-            api_key = kwargs.pop("api_key", None)
-
-            if http_auth is not None and api_key is not None:
-                raise ValueError(
-                    "Only one of 'http_auth' and 'api_key' may be passed at a time"
-                )
-            elif http_auth is not None:
-                headers["authorization"] = "Basic %s" % (
-                    _base64_auth_header(http_auth),
-                )
-            elif api_key is not None:
-                headers["authorization"] = "ApiKey %s" % (_base64_auth_header(api_key),)
-
-            # don't escape ignore, request_timeout, or timeout
-            for p in ("ignore", "request_timeout", "timeout"):
-                if p in kwargs:
-                    params[p] = kwargs.pop(p)
-
-            for p in opensearch_query_params + GLOBAL_PARAMS:
-                if p in kwargs:
-                    v = kwargs.pop(p)
-                    if v is not None:
-                        params[p] = _escape(v)
-
-            return func(*args, params=params, headers=headers, **kwargs)
-
-        return _wrapped
-
-    return _wrapper
-
-
-def _bulk_body(serializer: Optional[Serializer], body: Any) -> Any:
-    # if not passed in a string, serialize items and join by newline
-    if not isinstance(body, string_types):
-        body = "\n".join(map(serializer.dumps, body))  # type: ignore
-
-    # bulk body must end with a newline
-    if isinstance(body, bytes):
-        if not body.endswith(b"\n"):
-            body += b"\n"
-    elif isinstance(body, string_types) and not body.endswith("\n"):  # type: ignore
-        body += "\n"  # type: ignore
-
-    return body
-
-
-def _base64_auth_header(auth_value: Any) -> str:
-    """Takes either a 2-tuple or a base64-encoded string
-    and returns a base64-encoded string to be used
-    as an HTTP authorization header.
-    """
-    if isinstance(auth_value, (list, tuple)):
-        auth_value = base64.b64encode(to_bytes(":".join(auth_value)))
-    return to_str(auth_value)
-
-
-class NamespacedClient(object):
-    def __init__(self, client: Any) -> None:
-        self.client = client
-
-    @property
-    def transport(self) -> Any:
-        return self.client.transport
-
-
-class AddonClient(NamespacedClient):
-    @classmethod
-    def infect_client(cls: Any, client: NamespacedClient) -> NamespacedClient:
-        addon = cls(weakref.proxy(client))
-        setattr(client, cls.namespace, addon)
-        return client
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
deleted file mode 100644
index 1bf6df943..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
+++ /dev/null
@@ -1,79 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from collections.abc import Mapping
-from queue import Queue
-from typing import Tuple, Type, Union
-from urllib.parse import quote, quote_plus, unquote, urlencode, urlparse
-
-string_types = str, bytes
-map = map  # pylint: disable=invalid-name
-
-
-def to_str(x: Union[str, bytes], encoding: str = "ascii") -> str:
-    """
-    returns x as a string encoded in "encoding" if it is not already a string
-    :param x: the value to convert to a str
-    :param encoding: the encoding to convert to - see https://docs.python.org/3/library/codecs.html#standard-encodings
-    :return: an encoded str
-    """
-    if not isinstance(x, str):
-        return x.decode(encoding)
-    return x
-
-
-def to_bytes(x: Union[str, bytes], encoding: str = "ascii") -> bytes:
-    if not isinstance(x, bytes):
-        return x.encode(encoding)
-    return x
-
-
-try:
-    reraise_exceptions: Tuple[Type[BaseException], ...] = (RecursionError,)
-except NameError:
-    reraise_exceptions = ()
-
-try:
-    import asyncio
-
-    reraise_exceptions += (asyncio.CancelledError,)
-except (ImportError, AttributeError):
-    pass
-
-
-__all__ = [
-    "string_types",
-    "reraise_exceptions",
-    "quote_plus",
-    "quote",
-    "urlencode",
-    "unquote",
-    "urlparse",
-    "map",
-    "Queue",
-    "Mapping",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
deleted file mode 100644
index b86bd66e3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from .base import Connection
-from .http_requests import RequestsHttpConnection
-from .http_urllib3 import Urllib3HttpConnection, create_ssl_context
-
-__all__ = [
-    "Connection",
-    "RequestsHttpConnection",
-    "Urllib3HttpConnection",
-    "create_ssl_context",
-]
-
-try:
-    from .http_async import AsyncHttpConnection
-
-    __all__ += [
-        "AsyncHttpConnection",
-    ]
-except (ImportError, SyntaxError):
-    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
deleted file mode 100644
index 60ca210bb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
+++ /dev/null
@@ -1,117 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from six import string_types
-
-import opensearchpy
-from opensearchpy._async.helpers.actions import aiter
-from opensearchpy.serializer import serializer
-
-
-class AsyncConnections(object):
-    _conns: Any
-
-    """
-    Class responsible for holding connections to different clusters. Used as a
-    singleton in this module.
-    """
-
-    def __init__(self) -> None:
-        self._kwargs: Any = {}
-        self._conns: Any = {}
-
-    async def configure(self, **kwargs: Any) -> None:
-        """
-        Configure multiple connections at once, useful for passing in config
-        dictionaries obtained from other sources, like Django's settings or a
-        configuration management tool.
-
-        Example::
-
-            async_connections.configure(
-                default={'hosts': 'localhost'},
-                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
-            )
-
-        Connections will only be constructed lazily when requested through
-        ``get_connection``.
-        """
-        async for k in aiter(list(self._conns)):
-            # try and preserve existing client to keep the persistent connections alive
-            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
-                continue
-            del self._conns[k]
-        self._kwargs = kwargs
-
-    async def add_connection(self, alias: str, conn: Any) -> None:
-        """
-        Add a connection object, it will be passed through as-is.
-        """
-        self._conns[alias] = conn
-
-    async def remove_connection(self, alias: str) -> None:
-        """
-        Remove connection from the registry. Raises ``KeyError`` if connection
-        wasn't found.
-        """
-        errors = 0
-        async for d in aiter((self._conns, self._kwargs)):
-            try:
-                del d[alias]
-            except KeyError:
-                errors += 1
-
-        if errors == 2:
-            raise KeyError("There is no connection with alias %r." % alias)
-
-    async def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
-        """
-        Construct an instance of ``opensearchpy.AsyncOpenSearch`` and register
-        it under given alias.
-        """
-        kwargs.setdefault("serializer", serializer)
-        conn = self._conns[alias] = opensearchpy.AsyncOpenSearch(**kwargs)
-        return conn
-
-    async def get_connection(self, alias: str = "default") -> Any:
-        """
-        Retrieve a connection, construct it if necessary (only configuration
-        was passed to us). If a non-string alias has been passed through we
-        assume it's already a client instance and will just return it as-is.
-
-        Raises ``KeyError`` if no client (or its definition) is registered
-        under the alias.
-        """
-        # do not check isinstance(AsyncOpenSearch) so that people can wrap their
-        # clients
-        if not isinstance(alias, string_types):
-            return alias
-
-        # connection already established
-        try:
-            return self._conns[alias]
-        except KeyError:
-            pass
-
-        # if not, try to create it
-        try:
-            return await self.create_connection(alias, **self._kwargs[alias])
-        except KeyError:
-            # no connection and no kwargs to set one up
-            raise KeyError("There is no connection with alias %r." % alias)
-
-
-async_connections = AsyncConnections()
-configure = async_connections.configure
-add_connection = async_connections.add_connection
-remove_connection = async_connections.remove_connection
-create_connection = async_connections.create_connection
-get_connection = async_connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
deleted file mode 100644
index 845598a62..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
+++ /dev/null
@@ -1,339 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import gzip
-import io
-import logging
-import os
-import re
-import warnings
-from platform import python_version
-from typing import Any, Collection, Dict, Mapping, Optional, Union
-
-try:
-    import simplejson as json
-except ImportError:
-    import json  # type: ignore
-
-from .._version import __versionstr__
-from ..exceptions import HTTP_EXCEPTIONS, OpenSearchWarning, TransportError
-
-logger = logging.getLogger("opensearch")
-
-# create the opensearchpy.trace logger, but only set propagate to False if the
-# logger hasn't already been configured
-TRACER_ALREADY_CONFIGURED = "opensearchpy.trace" in logging.Logger.manager.loggerDict
-tracer = logging.getLogger("opensearchpy.trace")
-if not TRACER_ALREADY_CONFIGURED:
-    tracer.propagate = False
-
-_WARNING_RE = re.compile(r"\"([^\"]*)\"")
-
-
-class Connection(object):
-    """
-    Class responsible for maintaining a connection to an OpenSearch node. It
-    holds persistent connection pool to it and its main interface
-    (`perform_request`) is thread-safe.
-
-    Also responsible for logging.
-
-    :arg host: hostname of the node (default: localhost)
-    :arg port: port to use (integer, default: 9200)
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg url_prefix: optional url prefix for opensearch
-    :arg timeout: default timeout in seconds (float, default: 10)
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        use_ssl: bool = False,
-        url_prefix: str = "",
-        timeout: int = 10,
-        headers: Optional[Dict[str, str]] = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        **kwargs: Any
-    ) -> None:
-        if port is None:
-            port = 9200
-
-        # Work-around if the implementing class doesn't
-        # define the headers property before calling super().__init__()
-        if not hasattr(self, "headers"):
-            self.headers = {}
-
-        headers = headers or {}
-        for key in headers:
-            self.headers[key.lower()] = headers[key]
-        if opaque_id:
-            self.headers["x-opaque-id"] = opaque_id
-
-        if os.getenv("ELASTIC_CLIENT_APIVERSIONING") == "1":
-            self.headers.setdefault(
-                "accept", "application/vnd.elasticsearch+json;compatible-with=7"
-            )
-
-        self.headers.setdefault("content-type", "application/json")
-        self.headers.setdefault("user-agent", self._get_default_user_agent())
-
-        if http_compress:
-            self.headers["accept-encoding"] = "gzip,deflate"
-
-        scheme = kwargs.get("scheme", "http")
-        if use_ssl or scheme == "https":
-            scheme = "https"
-            use_ssl = True
-        self.use_ssl = use_ssl
-        self.http_compress = http_compress or False
-
-        self.scheme = scheme
-        self.hostname = host
-        self.port = port
-        if ":" in host:  # IPv6
-            self.host = "%s://[%s]" % (scheme, host)
-        else:
-            self.host = "%s://%s" % (scheme, host)
-        if self.port is not None:
-            self.host += ":%s" % self.port
-        if url_prefix:
-            url_prefix = "/" + url_prefix.strip("/")
-        self.url_prefix = url_prefix
-        self.timeout = timeout
-
-    def __repr__(self) -> str:
-        return "<%s: %s>" % (self.__class__.__name__, self.host)
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, Connection):
-            raise TypeError("Unsupported equality check for %s and %s" % (self, other))
-        return self.__hash__() == other.__hash__()
-
-    def __lt__(self, other: object) -> bool:
-        if not isinstance(other, Connection):
-            raise TypeError("Unsupported lt check for %s and %s" % (self, other))
-        return self.__hash__() < other.__hash__()
-
-    def __hash__(self) -> int:
-        return id(self)
-
-    def _gzip_compress(self, body: Any) -> bytes:
-        buf = io.BytesIO()
-        with gzip.GzipFile(fileobj=buf, mode="wb") as f:
-            f.write(body)
-        return buf.getvalue()
-
-    def _raise_warnings(self, warning_headers: Any) -> None:
-        """If 'headers' contains a 'Warning' header raise
-        the warnings to be seen by the user. Takes an iterable
-        of string values from any number of 'Warning' headers.
-        """
-        if not warning_headers:
-            return
-
-        # Grab only the message from each header, the rest is discarded.
-        # Format is: '(number) OpenSearch-(version)-(instance) "(message)"'
-        warning_messages = []
-        for header in warning_headers:
-            # Because 'Requests' does its own folding of multiple HTTP headers
-            # into one header delimited by commas (totally standard compliant, just
-            # annoying for cases like this) we need to expect there may be
-            # more than one message per 'Warning' header.
-            matches = _WARNING_RE.findall(header)
-            if matches:
-                warning_messages.extend(matches)
-            else:
-                # Don't want to throw away any warnings, even if they
-                # don't follow the format we have now. Use the whole header.
-                warning_messages.append(header)
-
-        for message in warning_messages:
-            warnings.warn(message, category=OpenSearchWarning)
-
-    def _pretty_json(self, data: Union[str, bytes]) -> str:
-        # pretty JSON in tracer curl logs
-        try:
-            return json.dumps(
-                json.loads(data), sort_keys=True, indent=2, separators=(",", ": ")
-            ).replace("'", r"\u0027")
-        except (ValueError, TypeError):
-            # non-json data or a bulk request
-            return data  # type: ignore
-
-    def _log_request_response(
-        self, body: Optional[Union[str, bytes]], response: Optional[str]
-    ) -> None:
-        if logger.isEnabledFor(logging.DEBUG):
-            if body and isinstance(body, bytes):
-                body = body.decode("utf-8", "ignore")
-            logger.debug("> %s", body)
-            if response is not None:
-                logger.debug("< %s", response)
-
-    def _log_trace(
-        self,
-        method: str,
-        path: str,
-        body: Optional[Union[str, bytes]],
-        status_code: Optional[int],
-        response: Optional[str],
-        duration: Optional[float],
-    ) -> None:
-        if not tracer.isEnabledFor(logging.INFO) or not tracer.handlers:
-            return
-
-        # include pretty in trace curls
-        path = path.replace("?", "?pretty&", 1) if "?" in path else path + "?pretty"
-        if self.url_prefix:
-            path = path.replace(self.url_prefix, "", 1)
-        tracer.info(
-            "curl %s-X%s 'http://localhost:9200%s' -d '%s'",
-            "-H 'Content-Type: application/json' " if body else "",
-            method,
-            path,
-            self._pretty_json(body) if body else "",
-        )
-
-        if tracer.isEnabledFor(logging.DEBUG):
-            tracer.debug(
-                "#[%s] (%.3fs)\n#%s",
-                status_code,
-                duration,
-                self._pretty_json(response).replace("\n", "\n#") if response else "",
-            )
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        raise NotImplementedError()
-
-    def log_request_success(
-        self,
-        method: str,
-        full_url: str,
-        path: str,
-        body: Any,
-        status_code: int,
-        response: str,
-        duration: float,
-    ) -> None:
-        """Log a successful API call."""
-        #  TODO: optionally pass in params instead of full_url and do urlencode only when needed
-
-        logger.info(
-            "%s %s [status:%s request:%.3fs]", method, full_url, status_code, duration
-        )
-
-        self._log_request_response(body, response)
-        self._log_trace(method, path, body, status_code, response, duration)
-
-    def log_request_fail(
-        self,
-        method: str,
-        full_url: str,
-        path: str,
-        body: Any,
-        duration: float,
-        status_code: Optional[int] = None,
-        response: Optional[str] = None,
-        exception: Optional[Exception] = None,
-    ) -> None:
-        """Log an unsuccessful API call."""
-        # do not log 404s on HEAD requests
-        if method == "HEAD" and status_code == 404:
-            return
-        logger.warning(
-            "%s %s [status:%s request:%.3fs]",
-            method,
-            full_url,
-            status_code or "N/A",
-            duration,
-            exc_info=exception is not None,
-        )
-
-        self._log_request_response(body, response)
-        self._log_trace(method, path, body, status_code, response, duration)
-
-    def _raise_error(
-        self,
-        status_code: int,
-        raw_data: Union[str, bytes],
-        content_type: Optional[str] = None,
-    ) -> None:
-        """Locate appropriate exception and raise it."""
-        error_message = raw_data
-        additional_info = None
-        try:
-            content_type = (
-                "text/plain"
-                if content_type is None
-                else content_type.split(";")[0].strip()
-            )
-            if raw_data and content_type == "application/json":
-                additional_info = json.loads(raw_data)
-                error_message = additional_info.get("error", error_message)
-                if isinstance(error_message, dict) and "type" in error_message:
-                    error_message = error_message["type"]
-        except (ValueError, TypeError) as err:
-            logger.warning("Undecodable raw error response from server: %s", err)
-
-        raise HTTP_EXCEPTIONS.get(status_code, TransportError)(
-            status_code, error_message, additional_info
-        )
-
-    def _get_default_user_agent(self) -> str:
-        return "opensearch-py/%s (Python %s)" % (__versionstr__, python_version())
-
-    @staticmethod
-    def default_ca_certs() -> Union[str, None]:
-        """
-        Get the default CA certificate bundle, preferring those configured in
-        the standard OpenSSL environment variables before those provided by
-        certifi (if available)
-        """
-        ca_certs = os.environ.get("SSL_CERT_FILE") or os.environ.get("SSL_CERT_DIR")
-
-        if not ca_certs:
-            try:
-                import certifi
-
-                ca_certs = certifi.where()
-            except ImportError:
-                pass
-
-        return ca_certs
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
deleted file mode 100644
index 3f1edc4a1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
+++ /dev/null
@@ -1,131 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from six import string_types
-
-import opensearchpy
-from opensearchpy.serializer import serializer
-
-
-class Connections(object):
-    """
-    Class responsible for holding connections to different clusters. Used as a
-    singleton in this module.
-    """
-
-    def __init__(self) -> None:
-        self._kwargs: Any = {}
-        self._conns: Any = {}
-
-    def configure(self, **kwargs: Any) -> None:
-        """
-        Configure multiple connections at once, useful for passing in config
-        dictionaries obtained from other sources, like Django's settings or a
-        configuration management tool.
-
-        Example::
-
-            connections.configure(
-                default={'hosts': 'localhost'},
-                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
-            )
-
-        Connections will only be constructed lazily when requested through
-        ``get_connection``.
-        """
-        for k in list(self._conns):
-            # try and preserve existing client to keep the persistent connections alive
-            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
-                continue
-            del self._conns[k]
-        self._kwargs = kwargs
-
-    def add_connection(self, alias: str, conn: Any) -> None:
-        """
-        Add a connection object, it will be passed through as-is.
-        """
-        self._conns[alias] = conn
-
-    def remove_connection(self, alias: str) -> None:
-        """
-        Remove connection from the registry. Raises ``KeyError`` if connection
-        wasn't found.
-        """
-        errors = 0
-        for d in (self._conns, self._kwargs):
-            try:
-                del d[alias]
-            except KeyError:
-                errors += 1
-
-        if errors == 2:
-            raise KeyError("There is no connection with alias %r." % alias)
-
-    def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
-        """
-        Construct an instance of ``opensearchpy.OpenSearch`` and register
-        it under given alias.
-        """
-        kwargs.setdefault("serializer", serializer)
-        conn = self._conns[alias] = opensearchpy.OpenSearch(**kwargs)
-        return conn
-
-    def get_connection(self, alias: str = "default") -> Any:
-        """
-        Retrieve a connection, construct it if necessary (only configuration
-        was passed to us). If a non-string alias has been passed through we
-        assume it's already a client instance and will just return it as-is.
-
-        Raises ``KeyError`` if no client (or its definition) is registered
-        under the alias.
-        """
-        # do not check isinstance(OpenSearch) so that people can wrap their
-        # clients
-        if not isinstance(alias, string_types):
-            return alias
-
-        # connection already established
-        try:
-            return self._conns[alias]
-        except KeyError:
-            pass
-
-        # if not, try to create it
-        try:
-            return self.create_connection(alias, **self._kwargs[alias])
-        except KeyError:
-            # no connection and no kwargs to set one up
-            raise KeyError("There is no connection with alias %r." % alias)
-
-
-connections = Connections()
-configure = connections.configure
-add_connection = connections.add_connection
-remove_connection = connections.remove_connection
-create_connection = connections.create_connection
-get_connection = connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
deleted file mode 100644
index f5a4ec7c0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
+++ /dev/null
@@ -1,307 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-
-
-import asyncio
-import os
-import ssl
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-from .._async._extra_imports import aiohttp, aiohttp_exceptions  # type: ignore
-from .._async.compat import get_running_loop
-from .._async.http_aiohttp import AIOHttpConnection
-from ..compat import reraise_exceptions, string_types, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-class AsyncHttpConnection(AIOHttpConnection):
-    session: Optional[aiohttp.ClientSession]
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        maxsize: Optional[int] = 10,
-        headers: Optional[Mapping[str, str]] = None,
-        ssl_context: Any = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        loop: Any = None,
-        **kwargs: Any
-    ) -> None:
-        self.headers = {}
-
-        super().__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = aiohttp.BasicAuth(login=http_auth[0], password=http_auth[1])
-            elif isinstance(http_auth, string_types):
-                login, password = http_auth.split(":", 1)  # type: ignore
-                http_auth = aiohttp.BasicAuth(login=login, password=password)
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        self.ssl_assert_fingerprint = ssl_assert_fingerprint
-        if self.use_ssl and ssl_context is None:
-            if ssl_version is None:
-                ssl_context = ssl.create_default_context()
-            else:
-                ssl_context = ssl.SSLContext(ssl_version)
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            if verify_certs:
-                ssl_context.verify_mode = ssl.CERT_REQUIRED
-                ssl_context.check_hostname = True
-            else:
-                ssl_context.check_hostname = False
-                ssl_context.verify_mode = ssl.CERT_NONE
-
-            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-                if os.path.isfile(ca_certs):
-                    ssl_context.load_verify_locations(cafile=ca_certs)
-                elif os.path.isdir(ca_certs):
-                    ssl_context.load_verify_locations(capath=ca_certs)
-                else:
-                    raise ImproperlyConfigured("ca_certs parameter is not a path")
-            else:
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-
-            # Use client_cert and client_key variables for SSL certificate configuration.
-            if client_cert and not os.path.isfile(client_cert):
-                raise ImproperlyConfigured("client_cert is not a path to a file")
-            if client_key and not os.path.isfile(client_key):
-                raise ImproperlyConfigured("client_key is not a path to a file")
-            if client_cert and client_key:
-                ssl_context.load_cert_chain(client_cert, client_key)
-            elif client_cert:
-                ssl_context.load_cert_chain(client_cert)
-
-        self.headers.setdefault("connection", "keep-alive")
-        self.loop = loop
-        self.session = None
-
-        # Parameters for creating an aiohttp.ClientSession later.
-        self._limit = maxsize
-        self._http_auth = http_auth
-        self._ssl_context = ssl_context
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.session is None:
-            await self._create_aiohttp_session()
-        assert self.session is not None
-        orig_body = body
-        url_path = self.url_prefix + url
-        if params:
-            query_string = urlencode(params)
-        else:
-            query_string = ""
-
-        # There is a bug in aiohttp that disables the re-use
-        # of the connection in the pool when method=HEAD.
-        # See: https://github.com/aio-libs/aiohttp/issues/1769
-        is_head = False
-        if method == "HEAD":
-            method = "GET"
-            is_head = True
-
-        # Top-tier tip-toeing happening here. Basically
-        # because Pip's old resolver is bad and wipes out
-        # strict pins in favor of non-strict pins of extras
-        # our [async] extra overrides aiohttp's pin of
-        # yarl. yarl released breaking changes, aiohttp pinned
-        # defensively afterwards, but our users don't get
-        # that nice pin that aiohttp set. :( So to play around
-        # this super-defensively we try to import yarl, if we can't
-        # then we pass a string into ClientSession.request() instead.
-        url = self.url_prefix + url
-        if query_string:
-            url = "%s?%s" % (url, query_string)
-        url = self.host + url
-
-        timeout = aiohttp.ClientTimeout(
-            total=timeout if timeout is not None else self.timeout
-        )
-
-        req_headers = self.headers.copy()
-        if headers:
-            req_headers.update(headers)
-
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            req_headers["content-encoding"] = "gzip"
-
-        auth = (
-            self._http_auth if isinstance(self._http_auth, aiohttp.BasicAuth) else None
-        )
-        if callable(self._http_auth):
-            req_headers = {
-                **req_headers,
-                **self._http_auth(method, url, query_string, body),
-            }
-
-        start = self.loop.time()
-        try:
-            async with self.session.request(
-                method,
-                url,
-                data=body,
-                auth=auth,
-                headers=req_headers,
-                timeout=timeout,
-                fingerprint=self.ssl_assert_fingerprint,
-            ) as response:
-                if is_head:  # We actually called 'GET' so throw away the data.
-                    await response.release()
-                    raw_data = ""
-                else:
-                    raw_data = await response.text()
-                duration = self.loop.time() - start
-
-        # We want to reraise a cancellation or recursion error.
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                str(url),
-                url_path,
-                orig_body,
-                self.loop.time() - start,
-                exception=e,
-            )
-            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(
-                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
-            ):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.getall("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method,
-                str(url),
-                url_path,
-                orig_body,
-                duration,
-                status_code=response.status,
-                response=raw_data,
-            )
-            self._raise_error(response.status, raw_data)
-
-        self.log_request_success(
-            method, str(url), url_path, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    async def close(self) -> Any:
-        """
-        Explicitly closes connection
-        """
-        if self.session:
-            await self.session.close()
-            self.session = None
-
-    async def _create_aiohttp_session(self) -> Any:
-        """Creates an aiohttp.ClientSession(). This is delayed until
-        the first call to perform_request() so that AsyncTransport has
-        a chance to set AIOHttpConnection.loop
-        """
-        if self.loop is None:
-            self.loop = get_running_loop()
-        self.session = aiohttp.ClientSession(
-            headers=self.headers,
-            skip_auto_headers=("accept", "accept-encoding"),
-            auto_decompress=True,
-            loop=self.loop,
-            cookie_jar=aiohttp.DummyCookieJar(),
-            response_class=OpenSearchClientResponse,
-            connector=aiohttp.TCPConnector(
-                limit=self._limit, use_dns_cache=True, ssl=self._ssl_context
-            ),
-        )
-
-
-class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
-    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
-        if self._body is None:
-            await self.read()
-
-        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
deleted file mode 100644
index 2c1737252..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
+++ /dev/null
@@ -1,267 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import time
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-try:
-    import requests
-
-    REQUESTS_AVAILABLE = True
-except ImportError:
-    REQUESTS_AVAILABLE = False
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from ..compat import reraise_exceptions, string_types, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from .base import Connection
-
-
-class RequestsHttpConnection(Connection):
-    """
-    Connection using the `requests` library.
-
-    :arg http_auth: optional http auth information as either ':' separated
-        string or a tuple. Any value will be passed into requests as `auth`.
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg verify_certs: whether to verify SSL certificates
-    :arg ssl_show_warn: show warning when verify certs is disabled
-    :arg ca_certs: optional path to CA bundle. Defaults to configured OpenSSL
-        bundles from environment variables and then certifi before falling
-        back to the standard requests bundle to improve consistency with
-        other Connection implementations
-    :arg client_cert: path to the file containing the private key and the
-        certificate, or cert only if using client_key
-    :arg client_key: path to the file containing the private key if using
-        separate cert and key files (client_cert will contain only the cert)
-    :arg headers: any custom http headers to be add to requests
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    :arg pool_maxsize: Maximum connection pool size used by pool-manager
-        For custom connection-pooling on current session
-    :arg metrics: metrics is an instance of a subclass of the
-        :class:`~opensearchpy.Metrics` class, used for collecting
-        and reporting metrics related to the client's operations;
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: bool = True,
-        ssl_show_warn: bool = True,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        headers: Any = None,
-        http_compress: Any = None,
-        opaque_id: Any = None,
-        pool_maxsize: Any = None,
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        self.metrics = metrics
-        if not REQUESTS_AVAILABLE:
-            raise ImproperlyConfigured(
-                "Please install requests to use RequestsHttpConnection."
-            )
-
-        # Initialize Session so .headers works before calling super().__init__().
-        self.session = requests.Session()
-        for key in list(self.session.headers):
-            self.session.headers.pop(key)
-
-        # Mount http-adapter with custom connection-pool size. Default=10
-        if pool_maxsize and isinstance(pool_maxsize, int):
-            pool_adapter = requests.adapters.HTTPAdapter(pool_maxsize=pool_maxsize)
-            self.session.mount("http://", pool_adapter)
-            self.session.mount("https://", pool_adapter)
-
-        super(RequestsHttpConnection, self).__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if not self.http_compress:
-            # Need to set this to 'None' otherwise Requests adds its own.
-            self.session.headers["accept-encoding"] = None  # type: ignore
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = tuple(http_auth)
-            elif isinstance(http_auth, string_types):
-                http_auth = tuple(http_auth.split(":", 1))  # type: ignore
-            self.session.auth = http_auth
-
-        self.base_url = "%s%s" % (
-            self.host,
-            self.url_prefix,
-        )
-        self.session.verify = verify_certs
-        if not client_key:
-            self.session.cert = client_cert
-        elif client_cert:
-            # cert is a tuple of (certfile, keyfile)
-            self.session.cert = (client_cert, client_key)
-        if ca_certs:
-            if not verify_certs:
-                raise ImproperlyConfigured(
-                    "You cannot pass CA certificates when verify SSL is off."
-                )
-            self.session.verify = ca_certs
-        elif verify_certs:
-            ca_certs = self.default_ca_certs()
-            if ca_certs:
-                self.session.verify = ca_certs
-
-        if not ssl_show_warn:
-            requests.packages.urllib3.disable_warnings()  # type: ignore
-
-        if self.use_ssl and not verify_certs and ssl_show_warn:
-            warnings.warn(
-                "Connecting to %s using SSL with verify_certs=False is insecure."
-                % self.host
-            )
-
-    def perform_request(  # type: ignore
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        allow_redirects: Optional[bool] = True,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        url = self.base_url + url
-        headers = headers or {}
-        if params:
-            url = "%s?%s" % (url, urlencode(params or {}))
-
-        orig_body = body
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            headers["content-encoding"] = "gzip"  # type: ignore
-
-        start = time.time()
-        request = requests.Request(method=method, headers=headers, url=url, data=body)
-        prepared_request = self.session.prepare_request(request)
-        settings = self.session.merge_environment_settings(
-            prepared_request.url, {}, None, None, None
-        )
-        send_kwargs: Any = {
-            "timeout": timeout or self.timeout,
-            "allow_redirects": allow_redirects,
-        }
-        send_kwargs.update(settings)
-        try:
-            self.metrics.request_start()
-            response = self.session.send(prepared_request, **send_kwargs)
-            duration = time.time() - start
-            raw_data = response.content.decode("utf-8", "surrogatepass")
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                url,
-                prepared_request.path_url,
-                orig_body,
-                time.time() - start,
-                exception=e,
-            )
-            if isinstance(e, requests.exceptions.SSLError):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(e, requests.Timeout):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-        finally:
-            self.metrics.request_end()
-
-        # raise warnings if any from the 'Warnings' header.
-        warnings_headers = (
-            (response.headers["warning"],) if "warning" in response.headers else ()
-        )
-        self._raise_warnings(warnings_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if (
-            not (200 <= response.status_code < 300)
-            and response.status_code not in ignore
-        ):
-            self.log_request_fail(
-                method,
-                url,
-                response.request.path_url,
-                orig_body,
-                duration,
-                response.status_code,
-                raw_data,
-            )
-            self._raise_error(
-                response.status_code,
-                raw_data,
-                response.headers.get("Content-Type"),
-            )
-
-        self.log_request_success(
-            method,
-            url,
-            response.request.path_url,
-            orig_body,
-            response.status_code,
-            raw_data,
-            duration,
-        )
-
-        return response.status_code, response.headers, raw_data
-
-    @property
-    def headers(self) -> Any:  # type: ignore
-        return self.session.headers
-
-    def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        self.session.close()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
deleted file mode 100644
index e3b60cf3f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
+++ /dev/null
@@ -1,329 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import ssl
-import time
-import warnings
-from typing import Any, Callable, Collection, Mapping, Optional, Union
-
-import urllib3
-from urllib3.exceptions import ReadTimeoutError
-from urllib3.exceptions import SSLError as UrllibSSLError
-from urllib3.util.retry import Retry
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from ..compat import reraise_exceptions, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from .base import Connection
-
-# sentinel value for `verify_certs` and `ssl_show_warn`.
-# This is used to detect if a user is passing in a value
-# for SSL kwargs if also using an SSLContext.
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-def create_ssl_context(**kwargs: Any) -> Any:
-    """
-    A helper function around creating an SSL context
-
-    https://docs.python.org/3/library/ssl.html#context-creation
-
-    Accepts kwargs in the same manner as `create_default_context`.
-    """
-    ctx = ssl.create_default_context(**kwargs)
-    return ctx
-
-
-class Urllib3HttpConnection(Connection):
-    """
-    Default connection class using the `urllib3` library and the http protocol.
-
-    :arg host: hostname of the node (default: localhost)
-    :arg port: port to use (integer, default: 9200)
-    :arg url_prefix: optional url prefix for opensearch
-    :arg timeout: default timeout in seconds (float, default: 10)
-    :arg http_auth: optional http auth information as either ':' separated
-        string or a tuple
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg verify_certs: whether to verify SSL certificates
-    :arg ssl_show_warn: show warning when verify certs is disabled
-    :arg ca_certs: optional path to CA bundle.
-        See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
-        for instructions how to get default set
-    :arg client_cert: path to the file containing the private key and the
-        certificate, or cert only if using client_key
-    :arg client_key: path to the file containing the private key if using
-        separate cert and key files (client_cert will contain only the cert)
-    :arg ssl_version: version of the SSL protocol to use. Choices are:
-        SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
-        ``ssl`` module for exact options for your environment).
-    :arg ssl_assert_hostname: use hostname verification if not `False`
-    :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
-    :arg pool_maxsize: the number of connections which will be kept open to this
-        host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
-        information.
-    :arg headers: any custom http headers to be add to requests
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    :arg metrics: metrics is an instance of a subclass of the
-        :class:`~opensearchpy.Metrics` class, used for collecting
-        and reporting metrics related to the client's operations;
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_hostname: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        pool_maxsize: Any = None,
-        headers: Any = None,
-        ssl_context: Any = None,
-        http_compress: Any = None,
-        opaque_id: Any = None,
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        self.metrics = metrics
-        # Initialize headers before calling super().__init__().
-        self.headers = urllib3.make_headers(keep_alive=True)
-
-        super(Urllib3HttpConnection, self).__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        self.http_auth = http_auth
-        if self.http_auth is not None:
-            if isinstance(self.http_auth, Callable):  # type: ignore
-                pass
-            elif isinstance(self.http_auth, (tuple, list)):
-                self.headers.update(
-                    urllib3.make_headers(basic_auth=":".join(http_auth))
-                )
-            else:
-                self.headers.update(urllib3.make_headers(basic_auth=http_auth))
-
-        pool_class: Any = urllib3.HTTPConnectionPool
-        kw = {}
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        # if ssl_context provided use SSL by default
-        if ssl_context and self.use_ssl:
-            pool_class = urllib3.HTTPSConnectionPool
-            kw.update(
-                {
-                    "assert_fingerprint": ssl_assert_fingerprint,
-                    "ssl_context": ssl_context,
-                }
-            )
-
-        elif self.use_ssl:
-            pool_class = urllib3.HTTPSConnectionPool
-            kw.update(
-                {
-                    "ssl_version": ssl_version,
-                    "assert_hostname": ssl_assert_hostname,
-                    "assert_fingerprint": ssl_assert_fingerprint,
-                }
-            )
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-
-                kw.update(
-                    {
-                        "cert_reqs": "CERT_REQUIRED",
-                        "ca_certs": ca_certs,
-                        "cert_file": client_cert,
-                        "key_file": client_key,
-                    }
-                )
-            else:
-                kw["cert_reqs"] = "CERT_NONE"
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-                if not ssl_show_warn:
-                    urllib3.disable_warnings()
-
-        if pool_maxsize and isinstance(pool_maxsize, int):
-            kw["maxsize"] = pool_maxsize
-
-        self._urllib3_pool_factory = lambda: pool_class(
-            self.hostname, port=self.port, timeout=self.timeout, **kw
-        )
-        self._create_urllib3_pool()
-
-    def _create_urllib3_pool(self) -> None:
-        self.pool = self._urllib3_pool_factory()  # type: ignore
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.pool is None:
-            self._create_urllib3_pool()
-        assert self.pool is not None
-
-        url = self.url_prefix + url
-        if params:
-            url = "%s?%s" % (url, urlencode(params))
-
-        full_url = self.host + url
-
-        start = time.time()
-        orig_body = body
-        try:
-            kw = {}
-            if timeout:
-                kw["timeout"] = timeout
-
-            # in python2 we need to make sure the url and method are not
-            # unicode. Otherwise the body will be decoded into unicode too and
-            # that will fail (#133, #201).
-            if not isinstance(url, str):
-                url = url.encode("utf-8")
-            if not isinstance(method, str):
-                method = method.encode("utf-8")
-
-            request_headers = self.headers.copy()
-            request_headers.update(headers or ())
-
-            if self.http_compress and body:
-                body = self._gzip_compress(body)
-                request_headers["content-encoding"] = "gzip"
-
-            if self.http_auth is not None:
-                if isinstance(self.http_auth, Callable):  # type: ignore
-                    request_headers.update(self.http_auth(method, full_url, body))
-
-            self.metrics.request_start()
-
-            response = self.pool.urlopen(
-                method, url, body, retries=Retry(False), headers=request_headers, **kw
-            )
-            duration = time.time() - start
-            raw_data = response.data.decode("utf-8", "surrogatepass")
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method, full_url, url, orig_body, time.time() - start, exception=e
-            )
-            if isinstance(e, UrllibSSLError):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(e, ReadTimeoutError):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-        finally:
-            self.metrics.request_end()
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.get_all("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method, full_url, url, orig_body, duration, response.status, raw_data
-            )
-            self._raise_error(
-                response.status,
-                raw_data,
-                self.get_response_headers(response).get("content-type"),
-            )
-
-        self.log_request_success(
-            method, full_url, url, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    def get_response_headers(self, response: Any) -> Any:
-        return {header.lower(): value for header, value in response.headers.items()}
-
-    def close(self) -> None:
-        """
-        Explicitly closes connection
-        """
-        if self.pool:
-            self.pool.close()
-            self.pool = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
deleted file mode 100644
index a7a61f4b3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
+++ /dev/null
@@ -1,68 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .base import Connection
-
-try:
-    import queue
-except ImportError:
-    import Queue as queue  # type: ignore
-
-
-class PoolingConnection(Connection):
-    _free_connections: queue.Queue[Connection]
-
-    """
-    Base connection class for connections that use libraries without thread
-    safety and no capacity for connection pooling. To use this just implement a
-    ``_make_connection`` method that constructs a new connection and returns
-    it.
-    """
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        self._free_connections = queue.Queue()
-        super(PoolingConnection, self).__init__(*args, **kwargs)
-
-    def _make_connection(self) -> Connection:
-        raise NotImplementedError
-
-    def _get_connection(self) -> Connection:
-        try:
-            return self._free_connections.get_nowait()
-        except queue.Empty:
-            return self._make_connection()
-
-    def _release_connection(self, con: Connection) -> None:
-        self._free_connections.put(con)
-
-    def close(self) -> None:
-        """
-        Explicitly close connection
-        """
-        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
deleted file mode 100644
index d796aa13a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
+++ /dev/null
@@ -1,335 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import logging
-import random
-import threading
-import time
-from queue import Empty, PriorityQueue
-from typing import Any, Dict, Optional, Sequence, Tuple, Type
-
-from .connection import Connection
-from .exceptions import ImproperlyConfigured
-
-logger: logging.Logger = logging.getLogger("opensearch")
-
-
-class ConnectionSelector(object):
-    """
-    Simple class used to select a connection from a list of currently live
-    connection instances. In init time it is passed a dictionary containing all
-    the connections' options which it can then use during the selection
-    process. When the `select` method is called it is given a list of
-    *currently* live connections to choose from.
-
-    The options dictionary is the one that has been passed to
-    :class:`~opensearchpy.Transport` as `hosts` param and the same that is
-    used to construct the Connection object itself. When the Connection was
-    created from information retrieved from the cluster via the sniffing
-    process it will be the dictionary returned by the `host_info_callback`.
-
-    Example of where this would be useful is a zone-aware selector that would
-    only select connections from its own zones and only fall back to other
-    connections where there would be none in its zones.
-    """
-
-    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
-        """
-        :arg opts: dictionary of connection instances and their options
-        """
-        self.connection_opts = opts
-
-    def select(self, connections: Sequence[Connection]) -> None:
-        """
-        Select a connection from the given list.
-
-        :arg connections: list of live connections to choose from
-        """
-        pass
-
-
-class RandomSelector(ConnectionSelector):
-    """
-    Select a connection at random
-    """
-
-    def select(self, connections: Sequence[Connection]) -> Any:
-        return random.choice(connections)
-
-
-class RoundRobinSelector(ConnectionSelector):
-    """
-    Selector using round-robin.
-    """
-
-    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
-        super(RoundRobinSelector, self).__init__(opts)
-        self.data = threading.local()
-
-    def select(self, connections: Sequence[Connection]) -> Any:
-        self.data.rr = getattr(self.data, "rr", -1) + 1
-        self.data.rr %= len(connections)
-        return connections[self.data.rr]
-
-
-class ConnectionPool(object):
-    """
-    Container holding the :class:`~opensearchpy.Connection` instances,
-    managing the selection process (via a
-    :class:`~opensearchpy.ConnectionSelector`) and dead connections.
-
-    It's only interactions are with the :class:`~opensearchpy.Transport` class
-    that drives all the actions within `ConnectionPool`.
-
-    Initially connections are stored on the class as a list and, along with the
-    connection options, get passed to the `ConnectionSelector` instance for
-    future reference.
-
-    Upon each request the `Transport` will ask for a `Connection` via the
-    `get_connection` method. If the connection fails (its `perform_request`
-    raises a `ConnectionError`) it will be marked as dead (via `mark_dead`) and
-    put on a timeout (if it fails N times in a row the timeout is exponentially
-    longer - the formula is `default_timeout * 2 ** (fail_count - 1)`). When
-    the timeout is over the connection will be resurrected and returned to the
-    live pool. A connection that has been previously marked as dead and
-    succeeds will be marked as live (its fail count will be deleted).
-    """
-
-    connections_opts: Sequence[Tuple[Connection, Any]]
-    connections: Any
-    orig_connections: Tuple[Connection, ...]
-    dead: Any
-    dead_count: Dict[Any, int]
-    dead_timeout: float
-    timeout_cutoff: int
-    selector: Any
-
-    def __init__(
-        self,
-        connections: Any,
-        dead_timeout: float = 60,
-        timeout_cutoff: int = 5,
-        selector_class: Type[ConnectionSelector] = RoundRobinSelector,
-        randomize_hosts: bool = True,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg connections: list of tuples containing the
-            :class:`~opensearchpy.Connection` instance and its options
-        :arg dead_timeout: number of seconds a connection should be retired for
-            after a failure, increases on consecutive failures
-        :arg timeout_cutoff: number of consecutive failures after which the
-            timeout doesn't increase
-        :arg selector_class: :class:`~opensearchpy.ConnectionSelector`
-            subclass to use if more than one connection is live
-        :arg randomize_hosts: shuffle the list of connections upon arrival to
-            avoid dog piling effect across processes
-        """
-        if not connections:
-            raise ImproperlyConfigured(
-                "No defined connections, you need to " "specify at least one host."
-            )
-        self.connection_opts = connections
-        self.connections = [c for (c, opts) in connections]
-        # remember original connection list for resurrect(force=True)
-        self.orig_connections = tuple(self.connections)
-        # PriorityQueue for thread safety and ease of timeout management
-        self.dead = PriorityQueue(len(self.connections))
-        self.dead_count = {}
-
-        if randomize_hosts:
-            # randomize the connection list to avoid all clients hitting same node
-            # after startup/restart
-            random.shuffle(self.connections)
-
-        # default timeout after which to try resurrecting a connection
-        self.dead_timeout = dead_timeout
-        self.timeout_cutoff = timeout_cutoff
-
-        self.selector = selector_class(dict(connections))  # type: ignore
-
-    def mark_dead(self, connection: Any, now: Optional[float] = None) -> None:
-        """
-        Mark the connection as dead (failed). Remove it from the live pool and
-        put it on a timeout.
-
-        :arg connection: the failed instance
-        """
-        # allow inject for testing purposes
-        now = now if now else time.time()
-        try:
-            self.connections.remove(connection)
-        except ValueError:
-            logger.info(
-                "Attempted to remove %r, but it does not exist in the connection pool.",
-                connection,
-            )
-            # connection not alive or another thread marked it already, ignore
-            return
-        else:
-            dead_count = self.dead_count.get(connection, 0) + 1
-            self.dead_count[connection] = dead_count
-            timeout = self.dead_timeout * 2 ** min(dead_count - 1, self.timeout_cutoff)
-            self.dead.put((now + timeout, connection))
-            logger.warning(
-                "Connection %r has failed for %i times in a row, putting on %i second timeout.",
-                connection,
-                dead_count,
-                timeout,
-            )
-
-    def mark_live(self, connection: Any) -> None:
-        """
-        Mark connection as healthy after a resurrection. Resets the fail
-        counter for the connection.
-
-        :arg connection: the connection to redeem
-        """
-        try:
-            del self.dead_count[connection]
-        except KeyError:
-            # race condition, safe to ignore
-            pass
-
-    def resurrect(self, force: bool = False) -> Any:
-        """
-        Attempt to resurrect a connection from the dead pool. It will try to
-        locate one (not all) eligible (its timeout is over) connection to
-        return to the live pool. Any resurrected connection is also returned.
-
-        :arg force: resurrect a connection even if there is none eligible (used
-            when we have no live connections). If force is specified resurrect
-            always returns a connection.
-
-        """
-        # no dead connections
-        if self.dead.empty():
-            # we are forced to return a connection, take one from the original
-            # list. This is to avoid a race condition where get_connection can
-            # see no live connections but when it calls resurrect self.dead is
-            # also empty. We assume that other threat has resurrected all
-            # available connections so we can safely return one at random.
-            if force:
-                return random.choice(self.orig_connections)
-            return
-
-        try:
-            # retrieve a connection to check
-            timeout, connection = self.dead.get(block=False)
-        except Empty:
-            # other thread has been faster and the queue is now empty. If we
-            # are forced, return a connection at random again.
-            if force:
-                return random.choice(self.orig_connections)
-            return
-
-        if not force and timeout > time.time():
-            # return it back if not eligible and not forced
-            self.dead.put((timeout, connection))
-            return
-
-        # either we were forced or the connection is eligible to be retried
-        self.connections.append(connection)
-        logger.info("Resurrecting connection %r (force=%s).", connection, force)
-        return connection
-
-    def get_connection(self) -> Any:
-        """
-        Return a connection from the pool using the `ConnectionSelector`
-        instance.
-
-        It tries to resurrect eligible connections, forces a resurrection when
-        no connections are available and passes the list of live connections to
-        the selector instance to choose from.
-
-        Returns a connection instance and its current fail count.
-        """
-        self.resurrect()
-        connections = self.connections[:]
-
-        # no live nodes, resurrect one by force and return it
-        if not connections:
-            return self.resurrect(True)
-
-        # only call selector if we have a selection
-        if len(connections) > 1:
-            return self.selector.select(connections)
-
-        # only one connection, no need for a selector
-        return connections[0]
-
-    def close(self) -> Any:
-        """
-        Explicitly closes connections
-        """
-        for conn in self.connections:
-            conn.close()
-
-    def __repr__(self) -> str:
-        return "<%s: %r>" % (type(self).__name__, self.connections)
-
-
-class DummyConnectionPool(ConnectionPool):
-    def __init__(self, connections: Any, **kwargs: Any) -> None:
-        if len(connections) != 1:
-            raise ImproperlyConfigured(
-                "DummyConnectionPool needs exactly one " "connection defined."
-            )
-        # we need connection opts for sniffing logic
-        self.connection_opts = connections
-        self.connection: Any = connections[0][0]
-        self.connections = (self.connection,)
-
-    def get_connection(self) -> Any:
-        return self.connection
-
-    def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        self.connection.close()
-
-    def _noop(self, *args: Any, **kwargs: Any) -> Any:
-        pass
-
-    mark_dead = mark_live = resurrect = _noop
-
-
-class EmptyConnectionPool(ConnectionPool):
-    """A connection pool that is empty. Errors out if used."""
-
-    def __init__(self, *_: Any, **__: Any) -> None:
-        self.connections = []
-        self.connection_opts = []
-
-    def get_connection(self) -> Connection:
-        raise ImproperlyConfigured("No connections were configured")
-
-    def _noop(self, *args: Any, **kwargs: Any) -> Any:
-        pass
-
-    close = mark_dead = mark_live = resurrect = _noop
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
deleted file mode 100644
index fdea1e2a7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
+++ /dev/null
@@ -1,210 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, Dict, Type, Union
-
-__all__ = [
-    "ImproperlyConfigured",
-    "OpenSearchException",
-    "SerializationError",
-    "TransportError",
-    "NotFoundError",
-    "ConflictError",
-    "RequestError",
-    "ConnectionError",
-    "SSLError",
-    "ConnectionTimeout",
-    "AuthenticationException",
-    "AuthorizationException",
-    "OpenSearchDslException",
-    "UnknownDslObject",
-    "ValidationException",
-    "IllegalOperation",
-    "OpenSearchWarning",
-    "OpenSearchDeprecationWarning",
-]
-
-
-class ImproperlyConfigured(Exception):
-    """
-    Exception raised when the config passed to the client is inconsistent or invalid.
-    """
-
-
-class OpenSearchException(Exception):
-    """
-    Base class for all exceptions raised by this package's operations (doesn't
-    apply to :class:`~opensearchpy.ImproperlyConfigured`).
-    """
-
-
-class SerializationError(OpenSearchException):
-    """
-    Data passed in failed to serialize properly in the ``Serializer`` being
-    used.
-    """
-
-
-class TransportError(OpenSearchException):
-    """
-    Exception raised when OpenSearch returns a non-OK (>=400) HTTP status code. Or when
-    an actual connection error happens; in that case the ``status_code`` will
-    be set to ``'N/A'``.
-    """
-
-    @property
-    def status_code(self) -> Union[str, int]:
-        """
-        The HTTP status code of the response that precipitated the error or
-        ``'N/A'`` if not applicable.
-        """
-        return self.args[0]  # type: ignore
-
-    @property
-    def error(self) -> str:
-        """A string error message."""
-        return self.args[1]  # type: ignore
-
-    @property
-    def info(self) -> Union[Dict[str, Any], Exception, Any]:
-        """
-        Dict of returned error info from OpenSearch, where available, underlying
-        exception when not.
-        """
-        return self.args[2]
-
-    def __str__(self) -> str:
-        cause = ""
-        try:
-            if self.info and isinstance(self.info, dict) and "error" in self.info:
-                error = self.info["error"]
-                if isinstance(error, dict):
-                    root_cause = error["root_cause"][0]
-                    cause = ", ".join(
-                        filter(
-                            None,
-                            [
-                                repr(root_cause["reason"]),
-                                root_cause.get("resource.id"),
-                                root_cause.get("resource.type"),
-                            ],
-                        )
-                    )
-
-                else:
-                    cause = repr(self.info["error"])
-        except LookupError:
-            pass
-        msg = ", ".join(filter(None, [str(self.status_code), repr(self.error), cause]))
-        return "%s(%s)" % (self.__class__.__name__, msg)
-
-
-class ConnectionError(TransportError):
-    """
-    Error raised when there was an exception while talking to OpenSearch. Original
-    exception from the underlying :class:`~opensearchpy.Connection`
-    implementation is available as ``.info``.
-    """
-
-    def __str__(self) -> str:
-        return "ConnectionError(%s) caused by: %s(%s)" % (
-            self.error,
-            self.info.__class__.__name__,
-            self.info,
-        )
-
-
-class SSLError(ConnectionError):
-    """Error raised when encountering SSL errors."""
-
-
-class ConnectionTimeout(ConnectionError):
-    """A network timeout. Doesn't cause a node retry by default."""
-
-    def __str__(self) -> str:
-        return "ConnectionTimeout caused by - %s(%s)" % (
-            self.info.__class__.__name__,
-            self.info,
-        )
-
-
-class NotFoundError(TransportError):
-    """Exception representing a 404 status code."""
-
-
-class ConflictError(TransportError):
-    """Exception representing a 409 status code."""
-
-
-class RequestError(TransportError):
-    """Exception representing a 400 status code."""
-
-
-class AuthenticationException(TransportError):
-    """Exception representing a 401 status code."""
-
-
-class AuthorizationException(TransportError):
-    """Exception representing a 403 status code."""
-
-
-class OpenSearchDslException(Exception):
-    """Base class for all OpenSearchDsl exceptions"""
-
-
-class UnknownDslObject(OpenSearchDslException):
-    """Exception representing UnknownDSLObject"""
-
-
-class ValidationException(ValueError, OpenSearchDslException):
-    """Exception representing Validation Error"""
-
-
-class IllegalOperation(OpenSearchDslException):
-    """Exception representing IllegalOperation"""
-
-
-class OpenSearchWarning(Warning):
-    """Warning that is raised when a deprecated option
-    or incorrect usage is flagged via the 'Warning' HTTP header.
-    """
-
-
-# Alias of 'OpenSearchWarning' for backwards compatibility.
-# Additional functionality was added to the 'Warning' HTTP header
-# not related to deprecations.
-OpenSearchDeprecationWarning = OpenSearchWarning
-
-
-# more generic mappings from status_code to python exceptions
-HTTP_EXCEPTIONS: Dict[int, Type[OpenSearchException]] = {
-    400: RequestError,
-    401: AuthenticationException,
-    403: AuthorizationException,
-    404: NotFoundError,
-    409: ConflictError,
-}
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
deleted file mode 100644
index 8057de7ec..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
+++ /dev/null
@@ -1,67 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from .._async.helpers.actions import (
-    async_bulk,
-    async_reindex,
-    async_scan,
-    async_streaming_bulk,
-)
-from .actions import (
-    _chunk_actions,
-    _process_bulk_chunk,
-    bulk,
-    expand_action,
-    parallel_bulk,
-    reindex,
-    scan,
-    streaming_bulk,
-)
-from .asyncsigner import AWSV4SignerAsyncAuth
-from .errors import BulkIndexError, ScanError
-from .signer import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
-
-__all__ = [
-    "BulkIndexError",
-    "ScanError",
-    "expand_action",
-    "streaming_bulk",
-    "bulk",
-    "parallel_bulk",
-    "scan",
-    "reindex",
-    "_chunk_actions",
-    "_process_bulk_chunk",
-    "AWSV4SignerAuth",
-    "AWSV4SignerAsyncAuth",
-    "RequestsAWSV4SignerAuth",
-    "Urllib3AWSV4SignerAuth",
-    "async_scan",
-    "async_bulk",
-    "async_reindex",
-    "async_streaming_bulk",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
deleted file mode 100644
index c7f241390..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
+++ /dev/null
@@ -1,691 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import logging
-import time
-from operator import methodcaller
-from typing import Any, Optional
-
-from ..compat import Mapping, Queue, map, string_types
-from ..exceptions import TransportError
-from .errors import BulkIndexError, ScanError
-
-logger = logging.getLogger("opensearchpy.helpers")
-
-
-def expand_action(data: Any) -> Any:
-    """
-    From one document or action definition passed in by the user extract the
-    action/data lines needed for opensearch's
-    :meth:`~opensearchpy.OpenSearch.bulk` api.
-    """
-    # when given a string, assume user wants to index raw json
-    if isinstance(data, string_types):
-        return '{"index":{}}', data
-
-    # make sure we don't alter the action
-    data = data.copy()
-    op_type = data.pop("_op_type", "index")
-    action: Any = {op_type: {}}
-
-    # If '_source' is a dict use it for source
-    # otherwise if op_type == 'update' then
-    # '_source' should be in the metadata.
-    if (
-        op_type == "update"
-        and "_source" in data
-        and not isinstance(data["_source"], Mapping)
-    ):
-        action[op_type]["_source"] = data.pop("_source")
-
-    for key in (
-        "_id",
-        "_index",
-        "_if_seq_no",
-        "_if_primary_term",
-        "_parent",
-        "_percolate",
-        "_retry_on_conflict",
-        "_routing",
-        "_timestamp",
-        "_version",
-        "_version_type",
-        "if_seq_no",
-        "if_primary_term",
-        "parent",
-        "pipeline",
-        "retry_on_conflict",
-        "routing",
-        "version",
-        "version_type",
-    ):
-        if key in data:
-            if key in {
-                "_if_seq_no",
-                "_if_primary_term",
-                "_parent",
-                "_retry_on_conflict",
-                "_routing",
-                "_version",
-                "_version_type",
-            }:
-                action[op_type][key[1:]] = data.pop(key)
-            else:
-                action[op_type][key] = data.pop(key)
-
-    # no data payload for delete
-    if op_type == "delete":
-        return action, None
-
-    return action, data.get("_source", data)
-
-
-class _ActionChunker:
-    def __init__(self, chunk_size: int, max_chunk_bytes: int, serializer: Any) -> None:
-        self.chunk_size = chunk_size
-        self.max_chunk_bytes = max_chunk_bytes
-        self.serializer = serializer
-
-        self.size = 0
-        self.action_count = 0
-        self.bulk_actions: Any = []
-        self.bulk_data: Any = []
-
-    def feed(self, action: Any, data: Any) -> Any:
-        ret = None
-        raw_data, raw_action = data, action
-        action = self.serializer.dumps(action)
-        # +1 to account for the trailing new line character
-        cur_size = len(action.encode("utf-8")) + 1
-
-        if data is not None:
-            data = self.serializer.dumps(data)
-            cur_size += len(data.encode("utf-8")) + 1
-
-        # full chunk, send it and start a new one
-        if self.bulk_actions and (
-            self.size + cur_size > self.max_chunk_bytes
-            or self.action_count == self.chunk_size
-        ):
-            ret = (self.bulk_data, self.bulk_actions)
-            self.bulk_actions, self.bulk_data = [], []
-            self.size, self.action_count = 0, 0
-
-        self.bulk_actions.append(action)
-        if data is not None:
-            self.bulk_actions.append(data)
-            self.bulk_data.append((raw_action, raw_data))
-        else:
-            self.bulk_data.append((raw_action,))
-
-        self.size += cur_size
-        self.action_count += 1
-        return ret
-
-    def flush(self) -> Any:
-        ret = None
-        if self.bulk_actions:
-            ret = (self.bulk_data, self.bulk_actions)
-            self.bulk_actions, self.bulk_data = [], []
-        return ret
-
-
-def _chunk_actions(
-    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
-) -> Any:
-    """
-    Split actions into chunks by number or size, serialize them into strings in
-    the process.
-    """
-    chunker = _ActionChunker(
-        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
-    )
-    for action, data in actions:
-        ret = chunker.feed(action, data)
-        if ret:
-            yield ret
-    ret = chunker.flush()
-    if ret:
-        yield ret
-
-
-def _process_bulk_chunk_success(
-    resp: Any, bulk_data: Any, ignore_status: Any = (), raise_on_error: bool = True
-) -> Any:
-    # if raise on error is set, we need to collect errors per chunk before raising them
-    errors = []
-
-    # go through request-response pairs and detect failures
-    for data, (op_type, item) in zip(
-        bulk_data, map(methodcaller("popitem"), resp["items"])
-    ):
-        status_code = item.get("status", 500)
-
-        ok = 200 <= status_code < 300
-        if not ok and raise_on_error and status_code not in ignore_status:
-            # include original document source
-            if len(data) > 1:
-                item["data"] = data[1]
-            errors.append({op_type: item})
-
-        if ok or not errors:
-            # if we are not just recording all errors to be able to raise
-            # them all at once, yield items individually
-            yield ok, {op_type: item}
-
-    if errors:
-        raise BulkIndexError("%i document(s) failed to index." % len(errors), errors)
-
-
-def _process_bulk_chunk_error(
-    error: Any,
-    bulk_data: Any,
-    ignore_status: Any = (),
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-) -> Any:
-    # default behavior - just propagate exception
-    if raise_on_exception and error.status_code not in ignore_status:
-        raise error
-
-    # if we are not propagating, mark all actions in current chunk as failed
-    err_message = str(error)
-    exc_errors = []
-
-    for data in bulk_data:
-        # collect all the information about failed actions
-        op_type, action = data[0].copy().popitem()
-        info = {"error": err_message, "status": error.status_code, "exception": error}
-        if op_type != "delete":
-            info["data"] = data[1]
-        info.update(action)
-        exc_errors.append({op_type: info})
-
-    # emulate standard behavior for failed actions
-    if raise_on_error and error.status_code not in ignore_status:
-        raise BulkIndexError(
-            "%i document(s) failed to index." % len(exc_errors), exc_errors
-        )
-    else:
-        for err in exc_errors:
-            yield False, err
-
-
-def _process_bulk_chunk(
-    client: Any,
-    bulk_actions: Any,
-    bulk_data: Any,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Send a bulk request to opensearch and process the output.
-    """
-    if not isinstance(ignore_status, (list, tuple)):
-        ignore_status = (ignore_status,)
-
-    try:
-        # send the actual request
-        resp = client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
-    except TransportError as e:
-        gen = _process_bulk_chunk_error(
-            error=e,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_exception=raise_on_exception,
-            raise_on_error=raise_on_error,
-        )
-    else:
-        gen = _process_bulk_chunk_success(
-            resp=resp,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_error=raise_on_error,
-        )
-    for item in gen:
-        yield item
-
-
-def streaming_bulk(
-    client: Any,
-    actions: Any,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    raise_on_error: bool = True,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    max_retries: int = 0,
-    initial_backoff: int = 2,
-    max_backoff: int = 600,
-    yield_ok: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Streaming bulk consumes actions from the iterable passed in and yields
-    results per action. For non-streaming usecases use
-    :func:`~opensearchpy.helpers.bulk` which is a wrapper around streaming
-    bulk that returns summary information about the bulk operation once the
-    entire input is consumed and sent.
-
-    If you specify ``max_retries`` it will also retry any documents that were
-    rejected with a ``429`` status code. To do this it will wait (**by calling
-    time.sleep which will block**) for ``initial_backoff`` seconds and then,
-    every subsequent rejection for the same chunk, for double the time every
-    time up to ``max_backoff`` seconds.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterable containing the actions to be executed
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg max_retries: maximum number of times a document will be retried when
-        ``429`` is received, set to 0 (default) for no retries on ``429``
-    :arg initial_backoff: number of seconds we should wait before the first
-        retry. Any subsequent retries will be powers of ``initial_backoff *
-        2**retry_number``
-    :arg max_backoff: maximum number of seconds a retry will wait
-    :arg yield_ok: if set to False will skip successful documents in the output
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-    actions = map(expand_action_callback, actions)
-
-    for bulk_data, bulk_actions in _chunk_actions(
-        actions, chunk_size, max_chunk_bytes, client.transport.serializer
-    ):
-        for attempt in range(max_retries + 1):
-            to_retry: Any = []
-            to_retry_data: Any = []
-            if attempt:
-                time.sleep(min(max_backoff, initial_backoff * 2 ** (attempt - 1)))
-
-            try:
-                for data, (ok, info) in zip(
-                    bulk_data,
-                    _process_bulk_chunk(
-                        client,
-                        bulk_actions,
-                        bulk_data,
-                        raise_on_exception,
-                        raise_on_error,
-                        ignore_status,
-                        *args,
-                        **kwargs
-                    ),
-                ):
-                    if not ok:
-                        action, info = info.popitem()
-                        # retry if retries enabled, we get 429, and we are not
-                        # in the last attempt
-                        if (
-                            max_retries
-                            and info["status"] == 429
-                            and (attempt + 1) <= max_retries
-                        ):
-                            # _process_bulk_chunk expects strings so we need to
-                            # re-serialize the data
-                            to_retry.extend(
-                                map(client.transport.serializer.dumps, data)
-                            )
-                            to_retry_data.append(data)
-                        else:
-                            yield ok, {action: info}
-                    elif yield_ok:
-                        yield ok, info
-
-            except TransportError as e:
-                # suppress 429 errors since we will retry them
-                if attempt == max_retries or e.status_code != 429:
-                    raise
-            else:
-                if not to_retry:
-                    break
-                # retry only subset of documents that didn't succeed
-                bulk_actions, bulk_data = to_retry, to_retry_data
-
-
-def bulk(
-    client: Any,
-    actions: Any,
-    stats_only: bool = False,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Helper for the :meth:`~opensearchpy.OpenSearch.bulk` api that provides
-    a more human friendly interface - it consumes an iterator of actions and
-    sends them to opensearch in chunks. It returns a tuple with summary
-    information - number of successfully executed actions and either list of
-    errors or number of errors if ``stats_only`` is set to ``True``. Note that
-    by default we raise a ``BulkIndexError`` when we encounter an error so
-    options like ``stats_only`` only apply when ``raise_on_error`` is set to
-    ``False``.
-
-    When errors are being collected original document data is included in the
-    error dictionary which can lead to an extra high memory usage. If you need
-    to process a lot of data and want to ignore/collect errors please consider
-    using the :func:`~opensearchpy.helpers.streaming_bulk` helper which will
-    just return the errors and not store them in memory.
-
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg stats_only: if `True` only report number of successful/failed
-        operations instead of just number of successful and a list of error responses
-    :arg ignore_status: list of HTTP status code that you want to ignore
-
-    Any additional keyword arguments will be passed to
-    :func:`~opensearchpy.helpers.streaming_bulk` which is used to execute
-    the operation, see :func:`~opensearchpy.helpers.streaming_bulk` for more
-    accepted parameters.
-    """
-    success, failed = 0, 0
-
-    # list of errors to be collected is not stats_only
-    errors = []
-
-    # make streaming_bulk yield successful results so we can count them
-    kwargs["yield_ok"] = True
-    for ok, item in streaming_bulk(client, actions, ignore_status=ignore_status, *args, **kwargs):  # type: ignore
-        # go through request-response pairs and detect failures
-        if not ok:
-            if not stats_only:
-                errors.append(item)
-            failed += 1
-        else:
-            success += 1
-
-    return success, failed if stats_only else errors
-
-
-def parallel_bulk(
-    client: Any,
-    actions: Any,
-    thread_count: int = 4,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    queue_size: int = 4,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Parallel version of the bulk helper run in multiple threads at once.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg thread_count: size of the threadpool to use for the bulk requests
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg queue_size: size of the task queue between the main thread (producing
-        chunks to send) and the processing threads.
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-    # Avoid importing multiprocessing unless parallel_bulk is used
-    # to avoid exceptions on restricted environments like App Engine
-    from multiprocessing.pool import ThreadPool
-
-    actions = map(expand_action_callback, actions)
-
-    class BlockingPool(ThreadPool):
-        def _setup_queues(self) -> None:
-            super(BlockingPool, self)._setup_queues()  # type: ignore
-            # The queue must be at least the size of the number of threads to
-            # prevent hanging when inserting sentinel values during teardown.
-            self._inqueue: Any = Queue(max(queue_size, thread_count))
-            self._quick_put = self._inqueue.put
-
-    pool = BlockingPool(thread_count)
-
-    try:
-        for result in pool.imap(
-            lambda bulk_chunk: list(
-                _process_bulk_chunk(
-                    client,
-                    bulk_chunk[1],
-                    bulk_chunk[0],
-                    raise_on_exception,
-                    raise_on_error,
-                    ignore_status,
-                    *args,
-                    **kwargs
-                )
-            ),
-            _chunk_actions(
-                actions, chunk_size, max_chunk_bytes, client.transport.serializer
-            ),
-        ):
-            for item in result:
-                yield item
-
-    finally:
-        pool.close()
-        pool.join()
-
-
-def scan(
-    client: Any,
-    query: Any = None,
-    scroll: Optional[str] = "5m",
-    raise_on_error: Optional[bool] = True,
-    preserve_order: Optional[bool] = False,
-    size: Optional[int] = 1000,
-    request_timeout: Optional[float] = None,
-    clear_scroll: Optional[bool] = True,
-    scroll_kwargs: Any = None,
-    **kwargs: Any
-) -> Any:
-    """
-    Simple abstraction on top of the
-    :meth:`~opensearchpy.OpenSearch.scroll` api - a simple iterator that
-    yields all hits as returned by underlining scroll requests.
-
-    By default scan does not return results in any pre-determined order. To
-    have a standard order in the returned documents (either by score or
-    explicit sort definition) when scrolling, use ``preserve_order=True``. This
-    may be an expensive operation and will negate the performance benefits of
-    using ``scan``.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg raise_on_error: raises an exception (``ScanError``) if an error is
-        encountered (some shards fail to execute). By default we raise.
-    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
-        cause the scroll to paginate with preserving the order. Note that this
-        can be an extremely expensive operation and can easily lead to
-        unpredictable results, use with caution.
-    :arg size: size (per shard) of the batch send at each iteration.
-    :arg request_timeout: explicit timeout for each call to ``scan``
-    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
-        scroll API at the end of the method on completion or error, defaults
-        to true.
-    :arg scroll_kwargs: additional kwargs to be passed to
-        :meth:`~opensearchpy.OpenSearch.scroll`
-
-    Any additional keyword arguments will be passed to the initial
-    :meth:`~opensearchpy.OpenSearch.search` call::
-
-        scan(client,
-            query={"query": {"match": {"title": "python"}}},
-            index="orders-*",
-            doc_type="books"
-        )
-
-    """
-    scroll_kwargs = scroll_kwargs or {}
-
-    if not preserve_order:
-        query = query.copy() if query else {}
-        query["sort"] = "_doc"
-
-    # Grab options that should be propagated to every
-    # API call within this helper instead of just 'search()'
-    transport_kwargs = {}
-    for key in ("headers", "api_key", "http_auth"):
-        if key in kwargs:
-            transport_kwargs[key] = kwargs[key]
-
-    # If the user is using 'scroll_kwargs' we want
-    # to propagate there too, but to not break backwards
-    # compatibility we'll not override anything already given.
-    if scroll_kwargs is not None and transport_kwargs:
-        for key, val in transport_kwargs.items():
-            scroll_kwargs.setdefault(key, val)
-
-    # initial search
-    resp = client.search(
-        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
-    )
-    scroll_id = resp.get("_scroll_id")
-
-    try:
-        while scroll_id and resp.get("hits", {}).get("hits"):
-            for hit in resp.get("hits", {}).get("hits", []):
-                yield hit
-
-            _shards = resp.get("_shards")
-
-            if _shards:
-                # Default to 0 if the value isn't included in the response
-                shards_successful = _shards.get("successful", 0)
-                shards_skipped = _shards.get("skipped", 0)
-                shards_total = _shards.get("total", 0)
-
-            # check if we have any errors
-            if (shards_successful + shards_skipped) < shards_total:
-                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
-                logger.warning(
-                    shards_message,
-                    shards_successful,
-                    shards_skipped,
-                    shards_total,
-                )
-                if raise_on_error:
-                    raise ScanError(
-                        scroll_id,
-                        shards_message
-                        % (
-                            shards_successful,
-                            shards_skipped,
-                            shards_total,
-                        ),
-                    )
-
-            resp = client.scroll(
-                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
-            )
-            scroll_id = resp.get("_scroll_id")
-
-    finally:
-        if scroll_id and clear_scroll:
-            client.clear_scroll(
-                body={"scroll_id": [scroll_id]}, ignore=(404,), **transport_kwargs
-            )
-
-
-def reindex(
-    client: Any,
-    source_index: Any,
-    target_index: Any,
-    query: Any = None,
-    target_client: Any = None,
-    chunk_size: int = 500,
-    scroll: str = "5m",
-    scan_kwargs: Any = {},
-    bulk_kwargs: Any = {},
-) -> Any:
-    """
-    Reindex all documents from one index that satisfy a given query
-    to another, potentially (if `target_client` is specified) on a different cluster.
-    If you don't specify the query you will reindex all the documents.
-
-    Since ``2.3`` a :meth:`~opensearchpy.OpenSearch.reindex` api is
-    available as part of opensearch itself. It is recommended to use the api
-    instead of this helper wherever possible. The helper is here mostly for
-    backwards compatibility and for situations where more flexibility is
-    needed.
-
-    .. note::
-
-        This helper doesn't transfer mappings, just the data.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use (for
-        read if `target_client` is specified as well)
-    :arg source_index: index (or list of indices) to read documents from
-    :arg target_index: name of the index in the target cluster to populate
-    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
-    :arg target_client: optional, is specified will be used for writing (thus
-        enabling reindex between clusters)
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg scan_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.scan`
-    :arg bulk_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.bulk`
-    """
-    target_client = client if target_client is None else target_client
-    docs = scan(client, query=query, index=source_index, scroll=scroll, **scan_kwargs)
-
-    def _change_doc_index(hits: Any, index: Any) -> Any:
-        for h in hits:
-            h["_index"] = index
-            if "fields" in h:
-                h.update(h.pop("fields"))
-            yield h
-
-    kwargs = {"stats_only": True}
-    kwargs.update(bulk_kwargs)
-    return bulk(
-        target_client,
-        _change_doc_index(docs, target_index),
-        chunk_size=chunk_size,
-        **kwargs
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
deleted file mode 100644
index a9b87521b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
+++ /dev/null
@@ -1,457 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import collections.abc as collections_abc
-from typing import Any, Optional
-
-from .response.aggs import AggResponse, BucketData, FieldBucketData, TopHitsData
-from .utils import DslBase
-
-
-def A(  # pylint: disable=invalid-name
-    name_or_agg: Any, filter: Any = None, **params: Any
-) -> Any:
-    if filter is not None:
-        if name_or_agg != "filter":
-            raise ValueError(
-                "Aggregation %r doesn't accept positional argument 'filter'."
-                % name_or_agg
-            )
-        params["filter"] = filter
-
-    # {"terms": {"field": "tags"}, "aggs": {...}}
-    if isinstance(name_or_agg, collections_abc.Mapping):
-        if params:
-            raise ValueError("A() cannot accept parameters when passing in a dict.")
-        # copy to avoid modifying in-place
-        agg = name_or_agg.copy()  # type: ignore
-        # pop out nested aggs
-        aggs = agg.pop("aggs", None)
-        # pop out meta data
-        meta = agg.pop("meta", None)
-        # should be {"terms": {"field": "tags"}}
-        if len(agg) != 1:
-            raise ValueError(
-                'A() can only accept dict with an aggregation ({"terms": {...}}). '
-                "Instead it got (%r)" % name_or_agg
-            )
-        agg_type, params = agg.popitem()
-        if aggs:
-            params = params.copy()
-            params["aggs"] = aggs
-        if meta:
-            params = params.copy()
-            params["meta"] = meta
-        return Agg.get_dsl_class(agg_type)(_expand__to_dot=False, **params)
-
-    # Terms(...) just return the nested agg
-    elif isinstance(name_or_agg, Agg):
-        if params:
-            raise ValueError(
-                "A() cannot accept parameters when passing in an Agg object."
-            )
-        return name_or_agg
-
-    # "terms", field="tags"
-    return Agg.get_dsl_class(name_or_agg)(**params)
-
-
-class Agg(DslBase):
-    _type_name: str = "agg"
-    _type_shortcut = staticmethod(A)
-    name: Optional[str] = None
-
-    def __contains__(self, key: Any) -> bool:
-        return False
-
-    def to_dict(self) -> Any:
-        d = super(Agg, self).to_dict()
-        if "meta" in d[self.name]:
-            d["meta"] = d[self.name].pop("meta")
-        return d
-
-    def result(self, search: Any, data: Any) -> Any:
-        return AggResponse(self, search, data)
-
-
-class AggBase(object):
-    _param_defs = {
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-    def __contains__(self: Any, key: Any) -> bool:
-        return key in self._params.get("aggs", {})
-
-    def __getitem__(self: Any, agg_name: Any) -> Any:
-        agg = self._params.setdefault("aggs", {})[agg_name]  # propagate KeyError
-
-        # make sure we're not mutating a shared state - whenever accessing a
-        # bucket, return a shallow copy of it to be safe
-        if isinstance(agg, Bucket):
-            agg = A(agg.name, **agg._params)
-            # be sure to store the copy so any modifications to it will affect us
-            self._params["aggs"][agg_name] = agg
-
-        return agg
-
-    def __setitem__(self: Any, agg_name: str, agg: Any) -> None:
-        self.aggs[agg_name] = A(agg)
-
-    def __iter__(self: Any) -> Any:
-        return iter(self.aggs)
-
-    def _agg(
-        self: Any, bucket: Any, name: Any, agg_type: Any, *args: Any, **params: Any
-    ) -> Any:
-        agg = self[name] = A(agg_type, *args, **params)
-
-        # For chaining - when creating new buckets return them...
-        if bucket:
-            return agg
-        # otherwise return self._base so we can keep chaining
-        else:
-            return self._base
-
-    def metric(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(False, name, agg_type, *args, **params)
-
-    def bucket(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(True, name, agg_type, *args, **params)
-
-    def pipeline(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(False, name, agg_type, *args, **params)
-
-    def result(self: Any, search: Any, data: Any) -> Any:
-        return BucketData(self, search, data)
-
-
-class Bucket(AggBase, Agg):
-    def __init__(self, **params: Any) -> None:
-        super(Bucket, self).__init__(**params)
-        # remember self for chaining
-        self._base = self
-
-    def to_dict(self) -> Any:
-        d = super(AggBase, self).to_dict()
-        if "aggs" in d[self.name]:
-            d["aggs"] = d[self.name].pop("aggs")
-        return d
-
-
-class Filter(Bucket):
-    name: Optional[str] = "filter"
-    _param_defs = {
-        "filter": {"type": "query"},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-    def __init__(self, filter: Any = None, **params: Any) -> None:
-        if filter is not None:
-            params["filter"] = filter
-        super(Filter, self).__init__(**params)
-
-    def to_dict(self) -> Any:
-        d = super(Filter, self).to_dict()
-        d[self.name].update(d[self.name].pop("filter", {}))
-        return d
-
-
-class Pipeline(Agg):
-    pass
-
-
-# bucket aggregations
-class Filters(Bucket):
-    name: str = "filters"
-    _param_defs = {
-        "filters": {"type": "query", "hash": True},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-
-class Children(Bucket):
-    name = "children"
-
-
-class Parent(Bucket):
-    name = "parent"
-
-
-class DateHistogram(Bucket):
-    name = "date_histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class AutoDateHistogram(DateHistogram):
-    name = "auto_date_histogram"
-
-
-class DateRange(Bucket):
-    name = "date_range"
-
-
-class GeoDistance(Bucket):
-    name = "geo_distance"
-
-
-class GeohashGrid(Bucket):
-    name = "geohash_grid"
-
-
-class GeotileGrid(Bucket):
-    name = "geotile_grid"
-
-
-class GeoCentroid(Bucket):
-    name = "geo_centroid"
-
-
-class Global(Bucket):
-    name = "global"
-
-
-class Histogram(Bucket):
-    name = "histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class IPRange(Bucket):
-    name = "ip_range"
-
-
-class Missing(Bucket):
-    name = "missing"
-
-
-class Nested(Bucket):
-    name = "nested"
-
-
-class Range(Bucket):
-    name = "range"
-
-
-class RareTerms(Bucket):
-    name = "rare_terms"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class ReverseNested(Bucket):
-    name = "reverse_nested"
-
-
-class SignificantTerms(Bucket):
-    name = "significant_terms"
-
-
-class SignificantText(Bucket):
-    name = "significant_text"
-
-
-class Terms(Bucket):
-    name = "terms"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class Sampler(Bucket):
-    name = "sampler"
-
-
-class DiversifiedSampler(Bucket):
-    name = "diversified_sampler"
-
-
-class Composite(Bucket):
-    name = "composite"
-    _param_defs = {
-        "sources": {"type": "agg", "hash": True, "multi": True},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-
-class VariableWidthHistogram(Bucket):
-    name = "variable_width_histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-# metric aggregations
-class TopHits(Agg):
-    name = "top_hits"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return TopHitsData(self, search, data)
-
-
-class Avg(Agg):
-    name = "avg"
-
-
-class WeightedAvg(Agg):
-    name = "weighted_avg"
-
-
-class Cardinality(Agg):
-    name = "cardinality"
-
-
-class ExtendedStats(Agg):
-    name = "extended_stats"
-
-
-class Boxplot(Agg):
-    name = "boxplot"
-
-
-class GeoBounds(Agg):
-    name = "geo_bounds"
-
-
-class Max(Agg):
-    name = "max"
-
-
-class MedianAbsoluteDeviation(Agg):
-    name = "median_absolute_deviation"
-
-
-class Min(Agg):
-    name = "min"
-
-
-class Percentiles(Agg):
-    name = "percentiles"
-
-
-class PercentileRanks(Agg):
-    name = "percentile_ranks"
-
-
-class ScriptedMetric(Agg):
-    name = "scripted_metric"
-
-
-class Stats(Agg):
-    name = "stats"
-
-
-class Sum(Agg):
-    name = "sum"
-
-
-class TTest(Agg):
-    name = "t_test"
-
-
-class ValueCount(Agg):
-    name = "value_count"
-
-
-# pipeline aggregations
-class AvgBucket(Pipeline):
-    name = "avg_bucket"
-
-
-class BucketScript(Pipeline):
-    name = "bucket_script"
-
-
-class BucketSelector(Pipeline):
-    name = "bucket_selector"
-
-
-class CumulativeSum(Pipeline):
-    name = "cumulative_sum"
-
-
-class CumulativeCardinality(Pipeline):
-    name = "cumulative_cardinality"
-
-
-class Derivative(Pipeline):
-    name = "derivative"
-
-
-class ExtendedStatsBucket(Pipeline):
-    name = "extended_stats_bucket"
-
-
-class Inference(Pipeline):
-    name = "inference"
-
-
-class MaxBucket(Pipeline):
-    name = "max_bucket"
-
-
-class MinBucket(Pipeline):
-    name = "min_bucket"
-
-
-class MovingFn(Pipeline):
-    name = "moving_fn"
-
-
-class MovingAvg(Pipeline):
-    name = "moving_avg"
-
-
-class MovingPercentiles(Pipeline):
-    name = "moving_percentiles"
-
-
-class Normalize(Pipeline):
-    name = "normalize"
-
-
-class PercentilesBucket(Pipeline):
-    name = "percentiles_bucket"
-
-
-class SerialDiff(Pipeline):
-    name = "serial_diff"
-
-
-class StatsBucket(Pipeline):
-    name = "stats_bucket"
-
-
-class SumBucket(Pipeline):
-    name = "sum_bucket"
-
-
-class BucketSort(Pipeline):
-    name = "bucket_sort"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
deleted file mode 100644
index ff5d46b9a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
+++ /dev/null
@@ -1,310 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any, Optional
-
-import six
-
-from opensearchpy.connection.connections import get_connection
-
-from .utils import AttrDict, DslBase, merge
-
-
-class AnalysisBase(object):
-    @classmethod
-    def _type_shortcut(
-        cls: Any, name_or_instance: Any, type: Any = None, **kwargs: Any
-    ) -> Any:
-        if isinstance(name_or_instance, cls):
-            if type or kwargs:
-                raise ValueError("%s() cannot accept parameters." % cls.__name__)
-            return name_or_instance
-
-        if not (type or kwargs):
-            return cls.get_dsl_class("builtin")(name_or_instance)
-
-        return cls.get_dsl_class(type, "custom")(
-            name_or_instance, type or "custom", **kwargs
-        )
-
-
-class CustomAnalysis(object):
-    name: Optional[str] = "custom"
-
-    def __init__(
-        self, filter_name: str, builtin_type: str = "custom", **kwargs: Any
-    ) -> None:
-        self._builtin_type = builtin_type
-        self._name = filter_name
-        super(CustomAnalysis, self).__init__(**kwargs)
-
-    def to_dict(self) -> Any:
-        # only name to present in lists
-        return self._name
-
-    def get_definition(self) -> Any:
-        d = super(CustomAnalysis, self).to_dict()  # type: ignore
-        d = d.pop(self.name)
-        d["type"] = self._builtin_type
-        return d
-
-
-class CustomAnalysisDefinition(CustomAnalysis):
-    def get_analysis_definition(self: Any) -> Any:
-        out = {self._type_name: {self._name: self.get_definition()}}
-
-        t: Any = getattr(self, "tokenizer", None)
-        if "tokenizer" in self._param_defs and hasattr(t, "get_definition"):
-            out["tokenizer"] = {t._name: t.get_definition()}
-
-        filters = {
-            f._name: f.get_definition()
-            for f in self.filter
-            if hasattr(f, "get_definition")
-        }
-        if filters:
-            out["filter"] = filters
-
-        # any sub filter definitions like multiplexers etc?
-        for f in self.filter:
-            if hasattr(f, "get_analysis_definition"):
-                d = f.get_analysis_definition()
-                if d:
-                    merge(out, d, True)
-
-        char_filters = {
-            f._name: f.get_definition()
-            for f in self.char_filter
-            if hasattr(f, "get_definition")
-        }
-        if char_filters:
-            out["char_filter"] = char_filters
-
-        return out
-
-
-class BuiltinAnalysis(object):
-    name: Optional[str] = "builtin"
-
-    def __init__(self, name: Any) -> None:
-        self._name = name
-        super(BuiltinAnalysis, self).__init__()
-
-    def to_dict(self) -> Any:
-        # only name to present in lists
-        return self._name
-
-
-class Analyzer(AnalysisBase, DslBase):
-    _type_name: str = "analyzer"
-    name: Optional[str] = None
-
-
-class BuiltinAnalyzer(BuiltinAnalysis, Analyzer):
-    def get_analysis_definition(self) -> Any:
-        return {}
-
-
-class CustomAnalyzer(CustomAnalysisDefinition, Analyzer):
-    _param_defs = {
-        "filter": {"type": "token_filter", "multi": True},
-        "char_filter": {"type": "char_filter", "multi": True},
-        "tokenizer": {"type": "tokenizer"},
-    }
-
-    def simulate(
-        self,
-        text: Any,
-        using: str = "default",
-        explain: bool = False,
-        attributes: Any = None,
-    ) -> Any:
-        """
-        Use the Analyze API of opensearch to test the outcome of this analyzer.
-
-        :arg text: Text to be analyzed
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg explain: will output all token attributes for each token. You can
-            filter token attributes you want to output by setting ``attributes``
-            option.
-        :arg attributes: if ``explain`` is specified, filter the token
-            attributes to return.
-        """
-        opensearch = get_connection(using)
-
-        body = {"text": text, "explain": explain}
-        if attributes:
-            body["attributes"] = attributes
-
-        definition = self.get_analysis_definition()
-        analyzer_def = self.get_definition()
-
-        for section in ("tokenizer", "char_filter", "filter"):
-            if section not in analyzer_def:
-                continue
-            sec_def = definition.get(section, {})
-            sec_names = analyzer_def[section]
-
-            if isinstance(sec_names, six.string_types):
-                body[section] = sec_def.get(sec_names, sec_names)
-            else:
-                body[section] = [
-                    sec_def.get(sec_name, sec_name) for sec_name in sec_names
-                ]
-
-        if self._builtin_type != "custom":
-            body["analyzer"] = self._builtin_type
-
-        return AttrDict(opensearch.indices.analyze(body=body))
-
-
-class Normalizer(AnalysisBase, DslBase):
-    _type_name: str = "normalizer"
-    name: Optional[str] = None
-
-
-class BuiltinNormalizer(BuiltinAnalysis, Normalizer):
-    def get_analysis_definition(self) -> Any:
-        return {}
-
-
-class CustomNormalizer(CustomAnalysisDefinition, Normalizer):
-    _param_defs = {
-        "filter": {"type": "token_filter", "multi": True},
-        "char_filter": {"type": "char_filter", "multi": True},
-    }
-
-
-class Tokenizer(AnalysisBase, DslBase):
-    _type_name: str = "tokenizer"
-    name: Optional[str] = None
-
-
-class BuiltinTokenizer(BuiltinAnalysis, Tokenizer):
-    pass
-
-
-class CustomTokenizer(CustomAnalysis, Tokenizer):
-    pass
-
-
-class TokenFilter(AnalysisBase, DslBase):
-    _type_name: str = "token_filter"
-    name: Optional[str] = None
-
-
-class BuiltinTokenFilter(BuiltinAnalysis, TokenFilter):
-    pass
-
-
-class CustomTokenFilter(CustomAnalysis, TokenFilter):
-    pass
-
-
-class MultiplexerTokenFilter(CustomTokenFilter):
-    name = "multiplexer"
-
-    def get_definition(self) -> Any:
-        d = super(CustomTokenFilter, self).get_definition()
-
-        if "filters" in d:
-            d["filters"] = [
-                # comma delimited string given by user
-                (
-                    fs
-                    if isinstance(fs, six.string_types)
-                    else
-                    # list of strings or TokenFilter objects
-                    ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
-                )
-                for fs in self.filters
-            ]
-        return d
-
-    def get_analysis_definition(self) -> Any:
-        if not hasattr(self, "filters"):
-            return {}
-
-        fs: Any = {}
-        d = {"filter": fs}
-        for filters in self.filters:
-            if isinstance(filters, six.string_types):
-                continue
-            fs.update(
-                {
-                    f._name: f.get_definition()
-                    for f in filters
-                    if hasattr(f, "get_definition")
-                }
-            )
-        return d
-
-
-class ConditionalTokenFilter(CustomTokenFilter):
-    name = "condition"
-
-    def get_definition(self) -> Any:
-        d = super(CustomTokenFilter, self).get_definition()
-        if "filter" in d:
-            d["filter"] = [
-                f.to_dict() if hasattr(f, "to_dict") else f for f in self.filter
-            ]
-        return d
-
-    def get_analysis_definition(self) -> Any:
-        if not hasattr(self, "filter"):
-            return {}
-
-        return {
-            "filter": {
-                f._name: f.get_definition()
-                for f in self.filter
-                if hasattr(f, "get_definition")
-            }
-        }
-
-
-class CharFilter(AnalysisBase, DslBase):
-    _type_name: str = "char_filter"
-    name: Optional[str] = None
-
-
-class BuiltinCharFilter(BuiltinAnalysis, CharFilter):
-    pass
-
-
-class CustomCharFilter(CustomAnalysis, CharFilter):
-    pass
-
-
-# shortcuts for direct use
-analyzer = Analyzer._type_shortcut
-tokenizer = Tokenizer._type_shortcut
-token_filter = TokenFilter._type_shortcut
-char_filter = CharFilter._type_shortcut
-normalizer = Normalizer._type_shortcut
-
-__all__ = ["tokenizer", "analyzer", "char_filter", "token_filter", "normalizer"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
deleted file mode 100644
index c045f1384..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
+++ /dev/null
@@ -1,82 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Dict, Optional, Union
-
-
-class AWSV4SignerAsyncAuth:
-    """
-    AWS V4 Request Signer for Async Requests.
-    """
-
-    def __init__(self, credentials: Any, region: str, service: str = "es") -> None:
-        if not credentials:
-            raise ValueError("Credentials cannot be empty")
-        self.credentials = credentials
-
-        if not region:
-            raise ValueError("Region cannot be empty")
-        self.region = region
-
-        if not service:
-            raise ValueError("Service name cannot be empty")
-        self.service = service
-
-    def __call__(
-        self,
-        method: str,
-        url: str,
-        query_string: Optional[str] = None,
-        body: Optional[Union[str, bytes]] = None,
-    ) -> Dict[str, str]:
-        return self._sign_request(method, url, query_string, body)
-
-    def _sign_request(
-        self,
-        method: str,
-        url: str,
-        query_string: Optional[str],
-        body: Optional[Union[str, bytes]],
-    ) -> Dict[str, str]:
-        """
-        This method helps in signing the request by injecting the required headers.
-        :param prepared_request: unsigned headers
-        :return: signed headers
-        """
-
-        from botocore.auth import SigV4Auth
-        from botocore.awsrequest import AWSRequest
-
-        # create an AWS request object and sign it using SigV4Auth
-        aws_request = AWSRequest(
-            method=method,
-            url=url,
-            data=body,
-        )
-
-        # credentials objects expose access_key, secret_key and token attributes
-        # via @property annotations that call _refresh() on every access,
-        # creating a race condition if the credentials expire before secret_key
-        # is called but after access_key- the end result is the access_key doesn't
-        # correspond to the secret_key used to sign the request. To avoid this,
-        # get_frozen_credentials() which returns non-refreshing credentials is
-        # called if it exists.
-        credentials = (
-            self.credentials.get_frozen_credentials()
-            if hasattr(self.credentials, "get_frozen_credentials")
-            and callable(self.credentials.get_frozen_credentials)
-            else self.credentials
-        )
-
-        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
-        sig_v4_auth.add_auth(aws_request)
-        aws_request.headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
-
-        # copy the headers from AWS request object into the prepared_request
-        return dict(aws_request.headers.items())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
deleted file mode 100644
index f3595bcfd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
+++ /dev/null
@@ -1,527 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from fnmatch import fnmatch
-from typing import Any, Tuple, Type
-
-from six import add_metaclass, iteritems
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.exceptions import NotFoundError, RequestError
-
-from ..exceptions import IllegalOperation, ValidationException
-from .field import Field
-from .index import Index
-from .mapping import Mapping
-from .search import Search
-from .utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
-
-
-class MetaField(object):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        self.args, self.kwargs = args, kwargs
-
-
-class DocumentMeta(type):
-    def __new__(
-        cls: Any,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        # DocumentMeta filters attrs in place
-        attrs["_doc_type"] = DocumentOptions(name, bases, attrs)
-        return super(DocumentMeta, cls).__new__(cls, name, bases, attrs)
-
-
-class IndexMeta(DocumentMeta):
-    # global flag to guard us from associating an Index with the base Document
-    # class, only user defined subclasses should have an _index attr
-    _document_initialized = False
-
-    def __new__(
-        cls: Any,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        new_cls = super(IndexMeta, cls).__new__(cls, name, bases, attrs)
-        if cls._document_initialized:
-            index_opts = attrs.pop("Index", None)
-            index = cls.construct_index(index_opts, bases)
-            new_cls._index = index
-            index.document(new_cls)
-        cls._document_initialized = True
-        return new_cls
-
-    @classmethod
-    def construct_index(cls, opts: Any, bases: Any) -> Any:
-        if opts is None:
-            for b in bases:
-                if hasattr(b, "_index"):
-                    return b._index
-
-            # Set None as Index name so it will set _all while making the query
-            return Index(name=None)
-
-        i = Index(getattr(opts, "name", "*"), using=getattr(opts, "using", "default"))
-        i.settings(**getattr(opts, "settings", {}))
-        i.aliases(**getattr(opts, "aliases", {}))
-        for a in getattr(opts, "analyzers", ()):
-            i.analyzer(a)
-        return i
-
-
-class DocumentOptions(object):
-    def __init__(
-        self,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> None:
-        meta = attrs.pop("Meta", None)
-
-        # create the mapping instance
-        self.mapping = getattr(meta, "mapping", Mapping())
-
-        # register all declared fields into the mapping
-        for name, value in list(iteritems(attrs)):
-            if isinstance(value, Field):
-                self.mapping.field(name, value)
-                del attrs[name]
-
-        # add all the mappings for meta fields
-        for name in dir(meta):
-            if isinstance(getattr(meta, name, None), MetaField):
-                params = getattr(meta, name)
-                self.mapping.meta(name, *params.args, **params.kwargs)
-
-        # document inheritance - include the fields from parents' mappings
-        for b in bases:
-            if hasattr(b, "_doc_type") and hasattr(b._doc_type, "mapping"):
-                self.mapping.update(b._doc_type.mapping, update_only=True)
-
-    @property
-    def name(self) -> Any:
-        return self.mapping.properties.name
-
-
-@add_metaclass(DocumentMeta)
-class InnerDoc(ObjectBase):
-    """
-    Common class for inner documents like Object or Nested
-    """
-
-    @classmethod
-    def from_opensearch(cls, data: Any, data_only: bool = False) -> Any:
-        if data_only:
-            data = {"_source": data}
-        return super(InnerDoc, cls).from_opensearch(data)
-
-
-@add_metaclass(IndexMeta)
-class Document(ObjectBase):
-    """
-    Model-like class for persisting documents in opensearch.
-    """
-
-    @classmethod
-    def _matches(cls: Any, hit: Any) -> Any:
-        if cls._index._name is None:
-            return True
-        return fnmatch(hit.get("_index", ""), cls._index._name)
-
-    @classmethod
-    def _get_using(cls: Any, using: Any = None) -> Any:
-        return using or cls._index._using
-
-    @classmethod
-    def _get_connection(cls, using: Any = None) -> Any:
-        return get_connection(cls._get_using(using))
-
-    @classmethod
-    def _default_index(cls: Any, index: Any = None) -> Any:
-        return index or cls._index._name
-
-    @classmethod
-    def init(cls: Any, index: Any = None, using: Any = None) -> None:
-        """
-        Create the index and populate the mappings in opensearch.
-        """
-        i = cls._index
-        if index:
-            i = i.clone(name=index)
-        i.save(using=using)
-
-    def _get_index(self, index: Any = None, required: bool = True) -> Any:
-        if index is None:
-            index = getattr(self.meta, "index", None)
-        if index is None:
-            index = getattr(self._index, "_name", None)
-        if index is None and required:
-            raise ValidationException("No index")
-        if index and "*" in index:
-            raise ValidationException("You cannot write to a wildcard index.")
-        return index
-
-    def __repr__(self) -> str:
-        return "{}({})".format(
-            self.__class__.__name__,
-            ", ".join(
-                "{}={!r}".format(key, getattr(self.meta, key))
-                for key in ("index", "id")
-                if key in self.meta
-            ),
-        )
-
-    @classmethod
-    def search(cls, using: Any = None, index: Any = None) -> Any:
-        """
-        Create an :class:`~opensearchpy.Search` instance that will search
-        over this ``Document``.
-        """
-        return Search(
-            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
-        )
-
-    @classmethod
-    def get(cls: Any, id: Any, using: Any = None, index: Any = None, **kwargs: Any) -> Any:  # type: ignore
-        """
-        Retrieve a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to be retrieved
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.get`` unchanged.
-        """
-        opensearch = cls._get_connection(using)
-        doc = opensearch.get(index=cls._default_index(index), id=id, **kwargs)
-        if not doc.get("found", False):
-            return None
-        return cls.from_opensearch(doc)
-
-    @classmethod
-    def exists(
-        cls, id: Any, using: Any = None, index: Any = None, **kwargs: Any
-    ) -> Any:
-        """
-        check if exists a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to check if exists
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.exists`` unchanged.
-        """
-        opensearch = cls._get_connection(using)
-        return opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
-
-    @classmethod
-    def mget(
-        cls,
-        docs: Any,
-        using: Any = None,
-        index: Any = None,
-        raise_on_error: bool = True,
-        missing: str = "none",
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve multiple document by their ``id``'s. Returns a list of instances
-        in the same order as requested.
-
-        :arg docs: list of ``id``'s of the documents to be retrieved or a list
-            of document specifications as per
-            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg missing: what to do when one of the documents requested is not
-            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
-            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.mget`` unchanged.
-        """
-        if missing not in ("raise", "skip", "none"):
-            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
-        opensearch = cls._get_connection(using)
-        body = {
-            "docs": [
-                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
-                for doc in docs
-            ]
-        }
-        results = opensearch.mget(body, index=cls._default_index(index), **kwargs)
-
-        objs: Any = []
-        error_docs: Any = []
-        missing_docs: Any = []
-        for doc in results["docs"]:
-            if doc.get("found"):
-                if error_docs or missing_docs:
-                    # We're going to raise an exception anyway, so avoid an
-                    # expensive call to cls.from_opensearch().
-                    continue
-
-                objs.append(cls.from_opensearch(doc))
-
-            elif doc.get("error"):
-                if raise_on_error:
-                    error_docs.append(doc)
-                if missing == "none":
-                    objs.append(None)
-
-            # The doc didn't cause an error, but the doc also wasn't found.
-            elif missing == "raise":
-                missing_docs.append(doc)
-            elif missing == "none":
-                objs.append(None)
-
-        if error_docs:
-            error_ids = [doc["_id"] for doc in error_docs]
-            message = "Required routing not provided for documents %s."
-            message %= ", ".join(error_ids)
-            raise RequestError(400, message, error_docs)
-        if missing_docs:
-            missing_ids = [doc["_id"] for doc in missing_docs]
-            message = "Documents %s not found." % ", ".join(missing_ids)
-            raise NotFoundError(404, message, {"docs": missing_docs})
-        return objs
-
-    def delete(self, using: Any = None, index: Any = None, **kwargs: Any) -> Any:
-        """
-        Delete the instance in opensearch.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.delete`` unchanged.
-        """
-        opensearch = self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        opensearch.delete(index=self._get_index(index), **doc_meta)
-
-    def to_dict(self, include_meta: bool = False, skip_empty: bool = True) -> Any:  # type: ignore
-        """
-        Serialize the instance into a dictionary so that it can be saved in opensearch.
-
-        :arg include_meta: if set to ``True`` will include all the metadata
-            (``_index``, ``_id`` etc). Otherwise just the document's
-            data is serialized. This is useful when passing multiple instances into
-            ``opensearchpy.helpers.bulk``.
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        """
-        d = super(Document, self).to_dict(skip_empty=skip_empty)
-        if not include_meta:
-            return d
-
-        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # in case of to_dict include the index unlike save/update/delete
-        index = self._get_index(required=False)
-        if index is not None:
-            meta["_index"] = index
-
-        meta["_source"] = d
-        return meta
-
-    def update(
-        self,
-        using: Any = None,
-        index: Any = None,
-        detect_noop: bool = True,
-        doc_as_upsert: bool = False,
-        refresh: bool = False,
-        retry_on_conflict: Any = None,
-        script: Any = None,
-        script_id: Any = None,
-        scripted_upsert: bool = False,
-        upsert: Any = None,
-        return_doc_meta: bool = False,
-        **fields: Any,
-    ) -> Any:
-        """
-        Partial update of the document, specify fields you wish to update and
-        both the instance and the document in opensearch will be updated::
-
-            doc = MyDocument(title='Document Title!')
-            doc.save()
-            doc.update(title='New Document Title!')
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg detect_noop: Set to ``False`` to disable noop detection.
-        :arg refresh: Control when the changes made by this request are visible
-            to search. Set to ``True`` for immediate effect.
-        :arg retry_on_conflict: In between the get and indexing phases of the
-            update, it is possible that another process might have already
-            updated the same document. By default, the update will fail with a
-            version conflict exception. The retry_on_conflict parameter
-            controls how many times to retry the update before finally throwing
-            an exception.
-        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
-            doc, setting doc_as_upsert to true will use the contents of doc as
-            the upsert value
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            index API call instead of only the operation result
-
-        :return operation result noop/updated
-        """
-        body: Any = {
-            "doc_as_upsert": doc_as_upsert,
-            "detect_noop": detect_noop,
-        }
-
-        # scripted update
-        if script or script_id:
-            if upsert is not None:
-                body["upsert"] = upsert
-
-            if script:
-                script = {"source": script}
-            else:
-                script = {"id": script_id}
-
-            script["params"] = fields
-
-            body["script"] = script
-            body["scripted_upsert"] = scripted_upsert
-
-        # partial document update
-        else:
-            if not fields:
-                raise IllegalOperation(
-                    "You cannot call update() without updating individual fields or a script. "
-                    "If you wish to update the entire object use save()."
-                )
-
-            # update given fields locally
-            merge(self, fields)
-
-            # prepare data for OpenSearch
-            values = self.to_dict()
-
-            # if fields were given: partial update
-            body["doc"] = {k: values.get(k) for k in fields.keys()}
-
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        if retry_on_conflict is not None:
-            doc_meta["retry_on_conflict"] = retry_on_conflict
-
-        # Optimistic concurrency control
-        if (
-            retry_on_conflict in (None, 0)
-            and "seq_no" in self.meta
-            and "primary_term" in self.meta
-        ):
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        meta = self._get_connection(using).update(
-            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
-
-    def save(
-        self,
-        using: Any = None,
-        index: Any = None,
-        validate: bool = True,
-        skip_empty: bool = True,
-        return_doc_meta: bool = False,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Save the document into opensearch. If the document doesn't exist it
-        is created, it is overwritten otherwise. Returns ``True`` if this
-        operations resulted in new document being created.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg validate: set to ``False`` to skip validating the document
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            update API call instead of only the operation result
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.index`` unchanged.
-
-        :return operation result created/updated
-        """
-        if validate:
-            self.full_clean()
-
-        opensearch = self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        meta = opensearch.index(
-            index=self._get_index(index),
-            body=self.to_dict(skip_empty=skip_empty),
-            **doc_meta,
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
deleted file mode 100644
index 7012c050b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
+++ /dev/null
@@ -1,45 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, List
-
-from ..exceptions import OpenSearchException
-
-
-class BulkIndexError(OpenSearchException):
-    @property
-    def errors(self) -> List[Any]:
-        """List of errors from execution of the last chunk."""
-        return self.args[1]  # type: ignore
-
-
-class ScanError(OpenSearchException):
-    scroll_id: str
-
-    def __init__(self, scroll_id: str, *args: Any, **kwargs: Any) -> None:
-        super(ScanError, self).__init__(*args, **kwargs)
-        self.scroll_id = scroll_id
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
deleted file mode 100644
index a97507a36..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
+++ /dev/null
@@ -1,471 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-from datetime import datetime, timedelta
-from typing import Any, Optional
-
-from six import iteritems, itervalues
-
-from opensearchpy.helpers.aggs import A
-
-from .query import MatchAll, Nested, Range, Terms
-from .response import Response
-from .search import Search
-from .utils import AttrDict
-
-__all__ = [
-    "FacetedSearch",
-    "HistogramFacet",
-    "TermsFacet",
-    "DateHistogramFacet",
-    "RangeFacet",
-    "NestedFacet",
-]
-
-
-class Facet(object):
-    """
-    A facet on faceted search. Wraps and aggregation and provides functionality
-    to create a filter for selected values and return a list of facet values
-    from the result of the aggregation.
-    """
-
-    agg_type: Optional[str] = None
-
-    def __init__(
-        self, metric: Any = None, metric_sort: str = "desc", **kwargs: Any
-    ) -> None:
-        self.filter_values = ()
-        self._params = kwargs
-        self._metric = metric
-        if metric and metric_sort:
-            self._params["order"] = {"metric": metric_sort}
-
-    def get_aggregation(self) -> Any:
-        """
-        Return the aggregation object.
-        """
-        agg = A(self.agg_type, **self._params)
-        if self._metric:
-            agg.metric("metric", self._metric)
-        return agg
-
-    def add_filter(self, filter_values: Any) -> Any:
-        """
-        Construct a filter.
-        """
-        if not filter_values:
-            return
-
-        f = self.get_value_filter(filter_values[0])
-        for v in filter_values[1:]:
-            f |= self.get_value_filter(v)
-        return f
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        return None
-
-    def is_filtered(self, key: Any, filter_values: Any) -> bool:
-        """
-        Is a filter active on the given key.
-        """
-        return key in filter_values
-
-    def get_value(self, bucket: Any) -> Any:
-        """
-        return a value representing a bucket. Its key as default.
-        """
-        return bucket["key"]
-
-    def get_metric(self, bucket: Any) -> Any:
-        """
-        Return a metric, by default doc_count for a bucket.
-        """
-        if self._metric:
-            return bucket["metric"]["value"]
-        return bucket["doc_count"]
-
-    def get_values(self, data: Any, filter_values: Any) -> Any:
-        """
-        Turn the raw bucket data into a list of tuples containing the key,
-        number of documents and a flag indicating whether this value has been
-        selected or not.
-        """
-        out = []
-        for bucket in data.buckets:
-            key = self.get_value(bucket)
-            out.append(
-                (key, self.get_metric(bucket), self.is_filtered(key, filter_values))
-            )
-        return out
-
-
-class TermsFacet(Facet):
-    agg_type: Optional[str] = "terms"
-
-    def add_filter(self, filter_values: Any) -> Any:
-        """Create a terms filter instead of bool containing term filters."""
-        if filter_values:
-            return Terms(
-                _expand__to_dot=False, **{self._params["field"]: filter_values}
-            )
-
-
-class RangeFacet(Facet):
-    agg_type = "range"
-
-    def _range_to_dict(self, range: Any) -> Any:
-        key, range = range
-        out = {"key": key}
-        if range[0] is not None:
-            out["from"] = range[0]
-        if range[1] is not None:
-            out["to"] = range[1]
-        return out
-
-    def __init__(self, ranges: Any, **kwargs: Any) -> None:
-        super(RangeFacet, self).__init__(**kwargs)
-        self._params["ranges"] = list(map(self._range_to_dict, ranges))
-        self._params["keyed"] = False
-        self._ranges = dict(ranges)
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        f, t = self._ranges[filter_value]
-        limits = {}
-        if f is not None:
-            limits["gte"] = f
-        if t is not None:
-            limits["lt"] = t
-
-        return Range(_expand__to_dot=False, **{self._params["field"]: limits})
-
-
-class HistogramFacet(Facet):
-    agg_type = "histogram"
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        return Range(
-            _expand__to_dot=False,
-            **{
-                self._params["field"]: {
-                    "gte": filter_value,
-                    "lt": filter_value + self._params["interval"],
-                }
-            }
-        )
-
-
-def _date_interval_year(d: Any) -> Any:
-    return d.replace(
-        year=d.year + 1, day=(28 if d.month == 2 and d.day == 29 else d.day)
-    )
-
-
-def _date_interval_month(d: Any) -> Any:
-    return (d + timedelta(days=32)).replace(day=1)
-
-
-def _date_interval_week(d: Any) -> Any:
-    return d + timedelta(days=7)
-
-
-def _date_interval_day(d: Any) -> Any:
-    return d + timedelta(days=1)
-
-
-def _date_interval_hour(d: Any) -> Any:
-    return d + timedelta(hours=1)
-
-
-class DateHistogramFacet(Facet):
-    agg_type = "date_histogram"
-
-    DATE_INTERVALS = {
-        "year": _date_interval_year,
-        "1Y": _date_interval_year,
-        "month": _date_interval_month,
-        "1M": _date_interval_month,
-        "week": _date_interval_week,
-        "1w": _date_interval_week,
-        "day": _date_interval_day,
-        "1d": _date_interval_day,
-        "hour": _date_interval_hour,
-        "1h": _date_interval_hour,
-    }
-
-    def __init__(self, **kwargs: Any) -> None:
-        kwargs.setdefault("min_doc_count", 0)
-        super(DateHistogramFacet, self).__init__(**kwargs)
-
-    def get_value(self, bucket: Any) -> Any:
-        if not isinstance(bucket["key"], datetime):
-            # OpenSearch returns key=None instead of 0 for date 1970-01-01,
-            # so we need to set key to 0 to avoid TypeError exception
-            if bucket["key"] is None:
-                bucket["key"] = 0
-            # Preserve milliseconds in the datetime
-            return datetime.utcfromtimestamp(int(bucket["key"]) / 1000.0)  # type: ignore
-        else:
-            return bucket["key"]
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        for interval_type in ("calendar_interval", "fixed_interval"):
-            if interval_type in self._params:
-                break
-        else:
-            interval_type = "interval"
-
-        return Range(
-            _expand__to_dot=False,
-            **{
-                self._params["field"]: {
-                    "gte": filter_value,
-                    "lt": self.DATE_INTERVALS[self._params[interval_type]](
-                        filter_value
-                    ),
-                }
-            }
-        )
-
-
-class NestedFacet(Facet):
-    agg_type = "nested"
-
-    def __init__(self, path: Any, nested_facet: Any) -> None:
-        self._path = path
-        self._inner = nested_facet
-        super(NestedFacet, self).__init__(
-            path=path, aggs={"inner": nested_facet.get_aggregation()}
-        )
-
-    def get_values(self, data: Any, filter_values: Any) -> Any:
-        return self._inner.get_values(data.inner, filter_values)
-
-    def add_filter(self, filter_values: Any) -> Any:
-        inner_q = self._inner.add_filter(filter_values)
-        if inner_q:
-            return Nested(path=self._path, query=inner_q)
-
-
-class FacetedResponse(Response):
-    @property
-    def query_string(self) -> Any:
-        return self._faceted_search._query
-
-    @property
-    def facets(self) -> Any:
-        if not hasattr(self, "_facets"):
-            super(AttrDict, self).__setattr__("_facets", AttrDict({}))
-            for name, facet in iteritems(self._faceted_search.facets):
-                self._facets[name] = facet.get_values(
-                    getattr(getattr(self.aggregations, "_filter_" + name), name),
-                    self._faceted_search.filter_values.get(name, ()),
-                )
-        return self._facets
-
-
-class FacetedSearch(object):
-    """
-    Abstraction for creating faceted navigation searches that takes care of
-    composing the queries, aggregations and filters as needed as well as
-    presenting the results in an easy-to-consume fashion::
-
-        class BlogSearch(FacetedSearch):
-            index = 'blogs'
-            doc_types = [Blog, Post]
-            fields = ['title^5', 'category', 'description', 'body']
-
-            facets = {
-                'type': TermsFacet(field='_type'),
-                'category': TermsFacet(field='category'),
-                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
-            }
-
-            def search(self):
-                ' Override search to add your own filters '
-                s = super(BlogSearch, self).search()
-                return s.filter('term', published=True)
-
-        # when using:
-        blog_search = BlogSearch("web framework", filters={"category": "python"})
-
-        # supports pagination
-        blog_search[10:20]
-
-        response = blog_search.execute()
-
-        # easy access to aggregation results:
-        for category, hit_count, is_selected in response.facets.category:
-            print(
-                "Category %s has %d hits%s." % (
-                    category,
-                    hit_count,
-                    ' and is chosen' if is_selected else ''
-                )
-            )
-
-    """
-
-    index: Any = None
-    doc_types: Any = None
-    fields: Any = None
-    facets: Any = {}
-    using = "default"
-
-    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
-        """
-        :arg query: the text to search for
-        :arg filters: facet values to filter
-        :arg sort: sort information to be passed to :class:`~opensearchpy.Search`
-        """
-        self._query = query
-        self._filters: Any = {}
-        self._sort = sort
-        self.filter_values: Any = {}
-        for name, value in iteritems(filters):
-            self.add_filter(name, value)
-
-        self._s = self.build_search()
-
-    def count(self) -> Any:
-        return self._s.count()
-
-    def __getitem__(self, k: Any) -> Any:
-        self._s = self._s[k]
-        return self
-
-    def __iter__(self) -> Any:
-        return iter(self._s)
-
-    def add_filter(self, name: Any, filter_values: Any) -> Any:
-        """
-        Add a filter for a facet.
-        """
-        # normalize the value into a list
-        if not isinstance(filter_values, (tuple, list)):
-            if filter_values is None:
-                return
-            filter_values = [
-                filter_values,
-            ]
-
-        # remember the filter values for use in FacetedResponse
-        self.filter_values[name] = filter_values
-
-        # get the filter from the facet
-        f = self.facets[name].add_filter(filter_values)
-        if f is None:
-            return
-
-        self._filters[name] = f
-
-    def search(self) -> Any:
-        """
-        Returns the base Search object to which the facets are added.
-
-        You can customize the query by overriding this method and returning a
-        modified search object.
-        """
-        s = Search(doc_type=self.doc_types, index=self.index, using=self.using)
-        return s.response_class(FacetedResponse)
-
-    def query(self, search: Any, query: Any) -> Any:
-        """
-        Add query part to ``search``.
-
-        Override this if you wish to customize the query used.
-        """
-        if query:
-            if self.fields:
-                return search.query("multi_match", fields=self.fields, query=query)
-            else:
-                return search.query("multi_match", query=query)
-        return search
-
-    def aggregate(self, search: Any) -> Any:
-        """
-        Add aggregations representing the facets selected, including potential
-        filters.
-        """
-        for f, facet in iteritems(self.facets):
-            agg = facet.get_aggregation()
-            agg_filter = MatchAll()
-            for field, filter in iteritems(self._filters):
-                if f == field:
-                    continue
-                agg_filter &= filter
-            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
-                f, agg
-            )
-
-    def filter(self, search: Any) -> Any:
-        """
-        Add a ``post_filter`` to the search request narrowing the results based
-        on the facet filters.
-        """
-        if not self._filters:
-            return search
-
-        post_filter = MatchAll()
-        for f in itervalues(self._filters):
-            post_filter &= f
-        return search.post_filter(post_filter)
-
-    def highlight(self, search: Any) -> Any:
-        """
-        Add highlighting for all the fields
-        """
-        return search.highlight(
-            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
-        )
-
-    def sort(self, search: Any) -> Any:
-        """
-        Add sorting information to the request.
-        """
-        if self._sort:
-            search = search.sort(*self._sort)
-        return search
-
-    def build_search(self) -> Any:
-        """
-        Construct the ``Search`` object.
-        """
-        s = self.search()
-        s = self.query(s, self._query)
-        s = self.filter(s)
-        if self.fields:
-            s = self.highlight(s)
-        s = self.sort(s)
-        self.aggregate(s)
-        return s
-
-    def execute(self) -> Any:
-        """
-        Execute the search and return the response.
-        """
-        r = self._s.execute()
-        r._faceted_search = self
-        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
deleted file mode 100644
index f46e044d7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
+++ /dev/null
@@ -1,534 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import base64
-import collections.abc as collections_abc
-import copy
-import ipaddress
-from datetime import date, datetime
-from typing import Any, Optional, Type
-
-from dateutil import parser, tz
-from six import integer_types, iteritems, string_types
-from six.moves import map
-
-from ..exceptions import ValidationException
-from .query import Q
-from .utils import AttrDict, AttrList, DslBase
-from .wrappers import Range
-
-unicode: Type[str] = type("")
-
-
-def construct_field(name_or_field: Any, **params: Any) -> Any:
-    # {"type": "text", "analyzer": "snowball"}
-    if isinstance(name_or_field, collections_abc.Mapping):
-        if params:
-            raise ValueError(
-                "construct_field() cannot accept parameters when passing in a dict."
-            )
-        params = name_or_field.copy()  # type: ignore
-        if "type" not in params:
-            # inner object can be implicitly defined
-            if "properties" in params:
-                name = "object"
-            else:
-                raise ValueError('construct_field() needs to have a "type" key.')
-        else:
-            name = params.pop("type")
-        return Field.get_dsl_class(name)(**params)
-
-    # Text()
-    if isinstance(name_or_field, Field):
-        if params:
-            raise ValueError(
-                "construct_field() cannot accept parameters "
-                "when passing in a construct_field object."
-            )
-        return name_or_field
-
-    # "text", analyzer="snowball"
-    return Field.get_dsl_class(name_or_field)(**params)
-
-
-class Field(DslBase):
-    _type_name: str = "field"
-    _type_shortcut = staticmethod(construct_field)
-    # all fields can be multifields
-    _param_defs = {"fields": {"type": "field", "hash": True}}
-    name: Optional[str] = None
-    _coerce: bool = False
-
-    def __init__(
-        self, multi: bool = False, required: bool = False, *args: Any, **kwargs: Any
-    ) -> None:
-        """
-        :arg bool multi: specifies whether field can contain array of values
-        :arg bool required: specifies whether field is required
-        """
-        self._multi = multi
-        self._required = required
-        super(Field, self).__init__(*args, **kwargs)
-
-    def __getitem__(self, subfield: Any) -> Any:
-        return self._params.get("fields", {})[subfield]
-
-    def _serialize(self, data: Any) -> Any:
-        return data
-
-    def _deserialize(self, data: Any) -> Any:
-        return data
-
-    def _empty(self) -> None:
-        return None
-
-    def empty(self) -> Any:
-        if self._multi:
-            return AttrList([])
-        return self._empty()
-
-    def serialize(self, data: Any) -> Any:
-        if isinstance(data, (list, AttrList, tuple)):
-            return list(map(self._serialize, data))
-        return self._serialize(data)
-
-    def deserialize(self, data: Any) -> Any:
-        if isinstance(data, (list, AttrList, tuple)):
-            data = [None if d is None else self._deserialize(d) for d in data]
-            return data
-        if data is None:
-            return None
-        return self._deserialize(data)
-
-    def clean(self, data: Any) -> Any:
-        if data is not None:
-            data = self.deserialize(data)
-        if data in (None, [], {}) and self._required:
-            raise ValidationException("Value required for this field.")
-        return data
-
-    def to_dict(self) -> Any:
-        d = super(Field, self).to_dict()
-        name, value = d.popitem()
-        value["type"] = name
-        return value
-
-
-class CustomField(Field):
-    name = "custom"
-    _coerce = True
-
-    def to_dict(self) -> Any:
-        if isinstance(self.builtin_type, Field):
-            return self.builtin_type.to_dict()
-
-        d = super(CustomField, self).to_dict()
-        d["type"] = self.builtin_type
-        return d
-
-
-class Object(Field):
-    name: Optional[str] = "object"
-    _coerce: bool = True
-
-    def __init__(
-        self,
-        doc_class: Any = None,
-        dynamic: Any = None,
-        properties: Any = None,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg document.InnerDoc doc_class: base doc class that handles mapping.
-            If no `doc_class` is provided, new instance of `InnerDoc` will be created,
-            populated with `properties` and used. Can not be provided together with `properties`
-        :arg dynamic: whether new properties may be created dynamically.
-            Valid values are `True`, `False`, `'strict'`.
-            Can not be provided together with `doc_class`.
-        :arg dict properties: used to construct underlying mapping if no `doc_class` is provided.
-            Can not be provided together with `doc_class`
-        """
-        if doc_class and (properties or dynamic is not None):
-            raise ValidationException(
-                "doc_class and properties/dynamic should not be provided together"
-            )
-        if doc_class:
-            self._doc_class: Any = doc_class
-        else:
-            # FIXME import
-            from opensearchpy.helpers.document import InnerDoc
-
-            # no InnerDoc subclass, creating one instead...
-            self._doc_class = type("InnerDoc", (InnerDoc,), {})
-            for name, field in iteritems(properties or {}):
-                self._doc_class._doc_type.mapping.field(name, field)  # type: ignore
-            if dynamic is not None:
-                self._doc_class._doc_type.mapping.meta("dynamic", dynamic)  # type: ignore
-
-        self._mapping = copy.deepcopy(self._doc_class._doc_type.mapping)
-        super(Object, self).__init__(**kwargs)
-
-    def __getitem__(self, name: Any) -> Any:
-        return self._mapping[name]
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self._mapping
-
-    def _empty(self) -> Any:
-        return self._wrap({})
-
-    def _wrap(self, data: Any) -> Any:
-        return self._doc_class.from_opensearch(data, data_only=True)
-
-    def empty(self) -> Any:
-        if self._multi:
-            return AttrList([], self._wrap)
-        return self._empty()
-
-    def to_dict(self) -> Any:
-        d = self._mapping.to_dict()
-        d.update(super(Object, self).to_dict())
-        return d
-
-    def _collect_fields(self) -> Any:
-        return self._mapping.properties._collect_fields()
-
-    def _deserialize(self, data: Any) -> Any:
-        # don't wrap already wrapped data
-        if isinstance(data, self._doc_class):
-            return data
-
-        if isinstance(data, AttrDict):
-            data = data._d_
-
-        return self._wrap(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-
-        # somebody assigned raw dict to the field, we should tolerate that
-        if isinstance(data, collections_abc.Mapping):
-            return data
-
-        return data.to_dict()
-
-    def clean(self, data: Any) -> Any:
-        data = super(Object, self).clean(data)
-        if data is None:
-            return None
-        if isinstance(data, (list, AttrList)):
-            for d in data:
-                d.full_clean()
-        else:
-            data.full_clean()
-        return data
-
-    def update(self, other: "Object", update_only: bool = False) -> None:
-        if not isinstance(other, Object):
-            # not an inner/nested object, no merge possible
-            return
-
-        self._mapping.update(other._mapping, update_only)
-
-
-class Nested(Object):
-    name: Optional[str] = "nested"
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        kwargs.setdefault("multi", True)
-        super(Nested, self).__init__(*args, **kwargs)
-
-
-class Date(Field):
-    name: Optional[str] = "date"
-    _coerce: bool = True
-
-    def __init__(self, default_timezone: Any = None, *args: Any, **kwargs: Any) -> None:
-        """
-        :arg default_timezone: timezone that will be automatically used for tz-naive values
-            May be instance of `datetime.tzinfo` or string containing TZ offset
-        """
-        self._default_timezone = default_timezone
-        if isinstance(self._default_timezone, string_types):
-            self._default_timezone = tz.gettz(self._default_timezone)
-        super(Date, self).__init__(*args, **kwargs)
-
-    def _deserialize(self, data: Any) -> Any:
-        if isinstance(data, string_types):
-            try:
-                data = parser.parse(data)
-            except Exception as e:
-                raise ValidationException(
-                    "Could not parse date from the value (%r)" % data, e
-                )
-
-        if isinstance(data, datetime):
-            if self._default_timezone and data.tzinfo is None:
-                data = data.replace(tzinfo=self._default_timezone)
-            return data
-        if isinstance(data, date):
-            return data
-        if isinstance(data, integer_types):
-            # Divide by a float to preserve milliseconds on the datetime.
-            return datetime.utcfromtimestamp(data / 1000.0)
-
-        raise ValidationException("Could not parse date from the value (%r)" % data)
-
-
-class Text(Field):
-    _param_defs = {
-        "fields": {"type": "field", "hash": True},
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-        "search_quote_analyzer": {"type": "analyzer"},
-    }
-    name: Optional[str] = "text"
-
-
-class SearchAsYouType(Field):
-    _param_defs = {
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-        "search_quote_analyzer": {"type": "analyzer"},
-    }
-    name: Optional[str] = "search_as_you_type"
-
-
-class Keyword(Field):
-    _param_defs = {
-        "fields": {"type": "field", "hash": True},
-        "search_analyzer": {"type": "analyzer"},
-        "normalizer": {"type": "normalizer"},
-    }
-    name: Optional[str] = "keyword"
-
-
-class ConstantKeyword(Keyword):
-    name: Optional[str] = "constant_keyword"
-
-
-class Boolean(Field):
-    name: Optional[str] = "boolean"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        if data == "false":
-            return False
-        return bool(data)
-
-    def clean(self, data: Any) -> Any:
-        if data is not None:
-            data = self.deserialize(data)
-        if data is None and self._required:
-            raise ValidationException("Value required for this field.")
-        return data
-
-
-class Float(Field):
-    name: Optional[str] = "float"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return float(data)
-
-
-class DenseVector(Float):
-    name: Optional[str] = "dense_vector"
-
-    def __init__(self, dims: Any, **kwargs: Any) -> None:
-        kwargs["multi"] = True
-        super(DenseVector, self).__init__(dims=dims, **kwargs)
-
-
-class SparseVector(Field):
-    name: Optional[str] = "sparse_vector"
-
-
-class HalfFloat(Float):
-    name: Optional[str] = "half_float"
-
-
-class ScaledFloat(Float):
-    name: Optional[str] = "scaled_float"
-
-    def __init__(self, scaling_factor: Any, *args: Any, **kwargs: Any) -> None:
-        super(ScaledFloat, self).__init__(
-            scaling_factor=scaling_factor, *args, **kwargs
-        )
-
-
-class Double(Float):
-    name: Optional[str] = "double"
-
-
-class RankFeature(Float):
-    name: Optional[str] = "rank_feature"
-
-
-class RankFeatures(Field):
-    name: Optional[str] = "rank_features"
-
-
-class Integer(Field):
-    name: Optional[str] = "integer"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return int(data)
-
-
-class Byte(Integer):
-    name: Optional[str] = "byte"
-
-
-class Short(Integer):
-    name: Optional[str] = "short"
-
-
-class Long(Integer):
-    name: Optional[str] = "long"
-
-
-class Ip(Field):
-    name: Optional[str] = "ip"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        # the ipaddress library for pypy only accepts unicode.
-        return ipaddress.ip_address(unicode(data))
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return str(data)
-
-
-class Binary(Field):
-    name: Optional[str] = "binary"
-    _coerce: bool = True
-
-    def clean(self, data: Any) -> Any:
-        # Binary fields are opaque, so there's not much cleaning
-        # that can be done.
-        return data
-
-    def _deserialize(self, data: Any) -> Any:
-        return base64.b64decode(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return base64.b64encode(data).decode()
-
-
-class GeoPoint(Field):
-    name: Optional[str] = "geo_point"
-
-
-class GeoShape(Field):
-    name: Optional[str] = "geo_shape"
-
-
-class Completion(Field):
-    _param_defs = {
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-    }
-    name = "completion"
-
-
-class Percolator(Field):
-    name: Optional[str] = "percolator"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return Q(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return data.to_dict()
-
-
-class RangeField(Field):
-    _coerce: bool = True
-    _core_field: Any = None
-
-    def _deserialize(self, data: Any) -> Any:
-        if isinstance(data, Range):
-            return data
-        data = dict((k, self._core_field.deserialize(v)) for k, v in iteritems(data))
-        return Range(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        if not isinstance(data, collections_abc.Mapping):
-            data = data.to_dict()
-        return dict((k, self._core_field.serialize(v)) for k, v in iteritems(data))
-
-
-class IntegerRange(RangeField):
-    name: Optional[str] = "integer_range"
-    _core_field: Any = Integer()
-
-
-class FloatRange(RangeField):
-    name: Optional[str] = "float_range"
-    _core_field: Any = Float()
-
-
-class LongRange(RangeField):
-    name: Optional[str] = "long_range"
-    _core_field: Any = Long()
-
-
-class DoubleRange(RangeField):
-    name: Optional[str] = "double_range"
-    _core_field: Any = Double()
-
-
-class DateRange(RangeField):
-    name: Optional[str] = "date_range"
-    _core_field: Any = Date()
-
-
-class IpRange(Field):
-    # not a RangeField since ip_range supports CIDR ranges
-    name: Optional[str] = "ip_range"
-
-
-class Join(Field):
-    name: Optional[str] = "join"
-
-
-class TokenCount(Field):
-    name: Optional[str] = "token_count"
-
-
-class Murmur3(Field):
-    name: Optional[str] = "murmur3"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
deleted file mode 100644
index 21f5407be..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
+++ /dev/null
@@ -1,125 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from typing import Any, Optional
-
-from .utils import DslBase
-
-
-def SF(name_or_sf: Any, **params: Any) -> Any:  # pylint: disable=invalid-name
-    # {"script_score": {"script": "_score"}, "filter": {}}
-    if isinstance(name_or_sf, collections_abc.Mapping):
-        if params:
-            raise ValueError("SF() cannot accept parameters when passing in a dict.")
-        kwargs = {}
-        sf = name_or_sf.copy()  # type: ignore
-        for k in ScoreFunction._param_defs:
-            if k in name_or_sf:
-                kwargs[k] = sf.pop(k)
-
-        # not sf, so just filter+weight, which used to be boost factor
-        if not sf:
-            name = "boost_factor"
-        # {'FUNCTION': {...}}
-        elif len(sf) == 1:
-            name, params = sf.popitem()
-        else:
-            raise ValueError("SF() got an unexpected fields in the dictionary: %r" % sf)
-
-        # boost factor special case, see https://github.com/elastic/elasticsearch/issues/6343
-        if not isinstance(params, collections_abc.Mapping):
-            params = {"value": params}
-
-        # mix known params (from _param_defs) and from inside the function
-        kwargs.update(params)
-        return ScoreFunction.get_dsl_class(name)(**kwargs)
-
-    # ScriptScore(script="_score", filter=Q())
-    if isinstance(name_or_sf, ScoreFunction):
-        if params:
-            raise ValueError(
-                "SF() cannot accept parameters when passing in a ScoreFunction object."
-            )
-        return name_or_sf
-
-    # "script_score", script="_score", filter=Q()
-    return ScoreFunction.get_dsl_class(name_or_sf)(**params)
-
-
-class ScoreFunction(DslBase):
-    _type_name: str = "score_function"
-    _type_shortcut = staticmethod(SF)
-    _param_defs = {
-        "query": {"type": "query"},
-        "filter": {"type": "query"},
-        "weight": {},
-    }
-    name: Optional[str] = None
-
-    def to_dict(self) -> Any:
-        d = super(ScoreFunction, self).to_dict()
-        # filter and query dicts should be at the same level as us
-        for k in self._param_defs:
-            if k in d[self.name]:
-                d[k] = d[self.name].pop(k)
-        return d
-
-
-class ScriptScore(ScoreFunction):
-    name = "script_score"
-
-
-class BoostFactor(ScoreFunction):
-    name = "boost_factor"
-
-    def to_dict(self) -> Any:
-        d = super(BoostFactor, self).to_dict()
-        if "value" in d[self.name]:
-            d[self.name] = d[self.name].pop("value")
-        else:
-            del d[self.name]
-        return d
-
-
-class RandomScore(ScoreFunction):
-    name = "random_score"
-
-
-class FieldValueFactor(ScoreFunction):
-    name = "field_value_factor"
-
-
-class Linear(ScoreFunction):
-    name = "linear"
-
-
-class Gauss(ScoreFunction):
-    name = "gauss"
-
-
-class Exp(ScoreFunction):
-    name = "exp"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
deleted file mode 100644
index 25bc0664d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
+++ /dev/null
@@ -1,656 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any, Optional
-
-from opensearchpy.client import OpenSearch
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.helpers import analysis
-
-from ..exceptions import IllegalOperation
-from .mapping import Mapping
-from .search import Search
-from .update_by_query import UpdateByQuery
-from .utils import merge
-
-
-class IndexTemplate(object):
-    def __init__(
-        self,
-        name: Any,
-        template: Any,
-        index: Any = None,
-        order: Any = None,
-        **kwargs: Any
-    ) -> None:
-        if index is None:
-            self._index = Index(template, **kwargs)
-        else:
-            if kwargs:
-                raise ValueError(
-                    "You cannot specify options for Index when"
-                    " passing an Index instance."
-                )
-            self._index = index.clone()
-            self._index._name = template
-        self._template_name = name
-        self.order = order
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._index, attr_name)
-
-    def to_dict(self) -> Any:
-        d = self._index.to_dict()
-        d["index_patterns"] = [self._index._name]
-        if self.order is not None:
-            d["order"] = self.order
-        return d
-
-    def save(self, using: Any = None) -> Any:
-        opensearch = get_connection(using or self._index._using)
-        return opensearch.indices.put_template(
-            name=self._template_name, body=self.to_dict()
-        )
-
-
-class Index(object):
-    def __init__(self, name: Any, using: Any = "default") -> None:
-        """
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        self._name = name
-        self._doc_types: Any = []
-        self._using = using
-        self._settings: Any = {}
-        self._aliases: Any = {}
-        self._analysis: Any = {}
-        self._mapping: Any = None
-
-    def get_or_create_mapping(self) -> Any:
-        if self._mapping is None:
-            self._mapping = Mapping()
-        return self._mapping
-
-    def as_template(
-        self, template_name: Any, pattern: Any = None, order: Any = None
-    ) -> Any:
-        # TODO: should we allow pattern to be a top-level arg?
-        # or maybe have an IndexPattern that allows for it and have
-        # Document._index be that?
-        return IndexTemplate(
-            template_name, pattern or self._name, index=self, order=order
-        )
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
-            if field is not None:
-                return nested, field
-        if self._mapping:
-            return self._mapping.resolve_nested(field_path)
-        return (), None
-
-    def resolve_field(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            field = doc._doc_type.mapping.resolve_field(field_path)
-            if field is not None:
-                return field
-        if self._mapping:
-            return self._mapping.resolve_field(field_path)
-        return None
-
-    def load_mappings(self, using: Optional[OpenSearch] = None) -> None:
-        self.get_or_create_mapping().update_from_opensearch(
-            self._name, using=using or self._using
-        )
-
-    def clone(self, name: Any = None, using: Any = None) -> Any:
-        """
-        Create a copy of the instance with another name or connection alias.
-        Useful for creating multiple indices with shared configuration::
-
-            i = Index('base-index')
-            i.settings(number_of_shards=1)
-            i.create()
-
-            i2 = i.clone('other-index')
-            i2.create()
-
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        i = Index(name or self._name, using=using or self._using)
-        i._settings = self._settings.copy()
-        i._aliases = self._aliases.copy()
-        i._analysis = self._analysis.copy()
-        i._doc_types = self._doc_types[:]
-        if self._mapping is not None:
-            i._mapping = self._mapping._clone()
-        return i
-
-    def _get_connection(self, using: Any = None) -> Any:
-        if self._name is None:
-            raise ValueError("You cannot perform API calls on the default index.")
-        return get_connection(using or self._using)
-
-    connection = property(_get_connection)
-
-    def mapping(self, mapping: Any) -> Any:
-        """
-        Associate a mapping (an instance of
-        :class:`~opensearchpy.Mapping`) with this index.
-        This means that, when this index is created, it will contain the
-        mappings for the document type defined by those mappings.
-        """
-        self.get_or_create_mapping().update(mapping)
-
-    def document(self, document: Any) -> Any:
-        """
-        Associate a :class:`~opensearchpy.Document` subclass with an index.
-        This means that, when this index is created, it will contain the
-        mappings for the ``Document``. If the ``Document`` class doesn't have a
-        default index yet (by defining ``class Index``), this instance will be
-        used. Can be used as a decorator::
-
-            i = Index('blog')
-
-            @i.document
-            class Post(Document):
-                title = Text()
-
-            # create the index, including Post mappings
-            i.create()
-
-            # .search() will now return a Search object that will return
-            # properly deserialized Post instances
-            s = i.search()
-        """
-        self._doc_types.append(document)
-
-        # If the document index does not have any name, that means the user
-        # did not set any index already to the document.
-        # So set this index as document index
-        if document._index._name is None:
-            document._index = self
-
-        return document
-
-    def settings(self, **kwargs: Any) -> Any:
-        """
-        Add settings to the index::
-
-            i = Index('i')
-            i.settings(number_of_shards=1, number_of_replicas=0)
-
-        Multiple calls to ``settings`` will merge the keys, later overriding
-        the earlier.
-        """
-        self._settings.update(kwargs)
-        return self
-
-    def aliases(self, **kwargs: Any) -> Any:
-        """
-        Add aliases to the index definition::
-
-            i = Index('blog-v2')
-            i.aliases(blog={}, published={'filter': Q('term', published=True)})
-        """
-        self._aliases.update(kwargs)
-        return self
-
-    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
-        """
-        Explicitly add an analyzer to an index. Note that all custom analyzers
-        defined in mappings will also be created. This is useful for search analyzers.
-
-        Example::
-
-            from opensearchpy import analyzer, tokenizer
-
-            my_analyzer = analyzer('my_analyzer',
-                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
-                filter=['lowercase']
-            )
-
-            i = Index('blog')
-            i.analyzer(my_analyzer)
-
-        """
-        analyzer = analysis.analyzer(*args, **kwargs)
-        d = analyzer.get_analysis_definition()
-        # empty custom analyzer, probably already defined out of our control
-        if not d:
-            return
-
-        # merge the definition
-        merge(self._analysis, d, True)
-
-    def to_dict(self) -> Any:
-        out = {}
-        if self._settings:
-            out["settings"] = self._settings
-        if self._aliases:
-            out["aliases"] = self._aliases
-        mappings: Any = self._mapping.to_dict() if self._mapping else {}
-        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
-        for d in self._doc_types:
-            mapping = d._doc_type.mapping
-            merge(mappings, mapping.to_dict(), True)
-            merge(analysis, mapping._collect_analysis(), True)
-        if mappings:
-            out["mappings"] = mappings
-        if analysis or self._analysis:
-            merge(analysis, self._analysis)
-            out.setdefault("settings", {})["analysis"] = analysis
-        return out
-
-    def search(self, using: Optional[OpenSearch] = None) -> Search:
-        """
-        Return a :class:`~opensearchpy.Search` object searching over the
-        index (or all the indices belonging to this template) and its
-        ``Document``\\s.
-        """
-        return Search(
-            using=using or self._using, index=self._name, doc_type=self._doc_types
-        )
-
-    def updateByQuery(  # pylint: disable=invalid-name
-        self, using: Optional[OpenSearch] = None
-    ) -> UpdateByQuery:
-        """
-        Return a :class:`~opensearchpy.UpdateByQuery` object searching over the index
-        (or all the indices belonging to this template) and updating Documents that match
-        the search criteria.
-
-        For more information, see here:
-        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
-        """
-        return UpdateByQuery(
-            using=using or self._using,
-            index=self._name,
-        )
-
-    def create(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Creates the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.create`` unchanged.
-        """
-        return self._get_connection(using).indices.create(
-            index=self._name, body=self.to_dict(), **kwargs
-        )
-
-    def is_closed(self, using: Optional[OpenSearch] = None) -> Any:
-        state = self._get_connection(using).cluster.state(
-            index=self._name, metric="metadata"
-        )
-        return state["metadata"]["indices"][self._name]["state"] == "close"
-
-    def save(self, using: Optional[OpenSearch] = None) -> Any:
-        """
-        Sync the index definition with opensearch, creating the index if it
-        doesn't exist and updating its settings and mappings if it does.
-
-        Note some settings and mapping changes cannot be done on an open
-        index (or at all on an existing index) and for those this method will
-        fail with the underlying exception.
-        """
-        if not self.exists(using=using):
-            return self.create(using=using)
-
-        body = self.to_dict()
-        settings = body.pop("settings", {})
-        analysis = settings.pop("analysis", None)
-        current_settings = self.get_settings(using=using)[self._name]["settings"][
-            "index"
-        ]
-        if analysis:
-            if self.is_closed(using=using):
-                # closed index, update away
-                settings["analysis"] = analysis
-            else:
-                # compare analysis definition, if all analysis objects are
-                # already defined as requested, skip analysis update and
-                # proceed, otherwise raise IllegalOperation
-                existing_analysis = current_settings.get("analysis", {})
-                if any(
-                    existing_analysis.get(section, {}).get(k, None)
-                    != analysis[section][k]
-                    for section in analysis
-                    for k in analysis[section]
-                ):
-                    raise IllegalOperation(
-                        "You cannot update analysis configuration on an open index, "
-                        "you need to close index %s first." % self._name
-                    )
-
-        # try and update the settings
-        if settings:
-            settings = settings.copy()
-            for k, v in list(settings.items()):
-                if k in current_settings and current_settings[k] == str(v):
-                    del settings[k]
-
-            if settings:
-                self.put_settings(using=using, body=settings)
-
-        # update the mappings, any conflict in the mappings will result in an
-        # exception
-        mappings = body.pop("mappings", {})
-        if mappings:
-            self.put_mapping(using=using, body=mappings)
-
-    def analyze(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Perform the analysis process on a text and return the tokens breakdown
-        of the text.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.analyze`` unchanged.
-        """
-        return self._get_connection(using).indices.analyze(index=self._name, **kwargs)
-
-    def refresh(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Performs a refresh operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.refresh`` unchanged.
-        """
-        return self._get_connection(using).indices.refresh(index=self._name, **kwargs)
-
-    def flush(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Performs a flush operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.flush`` unchanged.
-        """
-        return self._get_connection(using).indices.flush(index=self._name, **kwargs)
-
-    def get(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The get index API allows to retrieve information about the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get`` unchanged.
-        """
-        return self._get_connection(using).indices.get(index=self._name, **kwargs)
-
-    def open(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Opens the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.open`` unchanged.
-        """
-        return self._get_connection(using).indices.open(index=self._name, **kwargs)
-
-    def close(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Closes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.close`` unchanged.
-        """
-        return self._get_connection(using).indices.close(index=self._name, **kwargs)
-
-    def delete(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Deletes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.delete`` unchanged.
-        """
-        return self._get_connection(using).indices.delete(index=self._name, **kwargs)
-
-    def exists(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Returns ``True`` if the index already exists in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.exists`` unchanged.
-        """
-        return self._get_connection(using).indices.exists(index=self._name, **kwargs)
-
-    def put_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Register specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.put_mapping(
-            index=self._name, **kwargs
-        )
-
-    def get_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.get_mapping(
-            index=self._name, **kwargs
-        )
-
-    def get_field_mapping(
-        self, using: Optional[OpenSearch] = None, **kwargs: Any
-    ) -> Any:
-        """
-        Retrieve mapping definition of a specific field.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_field_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.get_field_mapping(
-            index=self._name, **kwargs
-        )
-
-    def put_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Create an alias for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.put_alias(index=self._name, **kwargs)
-
-    def exists_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Return a boolean indicating whether given alias exists for this index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.exists_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.exists_alias(
-            index=self._name, **kwargs
-        )
-
-    def get_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve a specified alias.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.get_alias(index=self._name, **kwargs)
-
-    def delete_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Delete specific alias.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.delete_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.delete_alias(
-            index=self._name, **kwargs
-        )
-
-    def get_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve settings for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_settings`` unchanged.
-        """
-        return self._get_connection(using).indices.get_settings(
-            index=self._name, **kwargs
-        )
-
-    def put_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Change specific index level settings in real time.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_settings`` unchanged.
-        """
-        return self._get_connection(using).indices.put_settings(
-            index=self._name, **kwargs
-        )
-
-    def stats(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve statistics on different operations happening on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.stats`` unchanged.
-        """
-        return self._get_connection(using).indices.stats(index=self._name, **kwargs)
-
-    def segments(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Provide low level segments information that a Lucene index (shard
-        level) is built with.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.segments`` unchanged.
-        """
-        return self._get_connection(using).indices.segments(index=self._name, **kwargs)
-
-    def validate_query(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Validate a potentially expensive query without executing it.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.validate_query`` unchanged.
-        """
-        return self._get_connection(using).indices.validate_query(
-            index=self._name, **kwargs
-        )
-
-    def clear_cache(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Clear all caches or specific cached associated with the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.clear_cache`` unchanged.
-        """
-        return self._get_connection(using).indices.clear_cache(
-            index=self._name, **kwargs
-        )
-
-    def recovery(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The indices recovery API provides insight into on-going shard
-        recoveries for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.recovery`` unchanged.
-        """
-        return self._get_connection(using).indices.recovery(index=self._name, **kwargs)
-
-    def upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Upgrade the index to the latest format.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.upgrade`` unchanged.
-        """
-        return self._get_connection(using).indices.upgrade(index=self._name, **kwargs)
-
-    def get_upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Monitor how much of the index is upgraded.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_upgrade`` unchanged.
-        """
-        return self._get_connection(using).indices.get_upgrade(
-            index=self._name, **kwargs
-        )
-
-    def shard_stores(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Provides store information for shard copies of the index. Store
-        information reports on which nodes shard copies exist, the shard copy
-        version, indicating how recent they are, and any exceptions encountered
-        while opening the shard index or from earlier engine failure.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.shard_stores`` unchanged.
-        """
-        return self._get_connection(using).indices.shard_stores(
-            index=self._name, **kwargs
-        )
-
-    def forcemerge(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The force merge API allows to force merging of the index through an
-        API. The merge relates to the number of segments a Lucene index holds
-        within each shard. The force merge operation allows to reduce the
-        number of segments by merging them.
-
-        This call will block until the merge is complete. If the http
-        connection is lost, the request will continue in the background, and
-        any new requests will block until the previous force merge is complete.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.forcemerge`` unchanged.
-        """
-        return self._get_connection(using).indices.forcemerge(
-            index=self._name, **kwargs
-        )
-
-    def shrink(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The shrink index API allows you to shrink an existing index into a new
-        index with fewer primary shards. The number of primary shards in the
-        target index must be a factor of the shards in the source index. For
-        example an index with 8 primary shards can be shrunk into 4, 2 or 1
-        primary shards or an index with 15 primary shards can be shrunk into 5,
-        3 or 1. If the number of shards in the index is a prime number it can
-        only be shrunk into a single primary shard. Before shrinking, a
-        (primary or replica) copy of every shard in the index must be present
-        on the same node.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.shrink`` unchanged.
-        """
-        return self._get_connection(using).indices.shrink(index=self._name, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
deleted file mode 100644
index f75ef19e7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
+++ /dev/null
@@ -1,246 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any
-
-from six import iteritems, itervalues
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.helpers.field import Nested, Text, construct_field
-
-from .utils import DslBase
-
-META_FIELDS = frozenset(
-    (
-        "dynamic",
-        "transform",
-        "dynamic_date_formats",
-        "date_detection",
-        "numeric_detection",
-        "dynamic_templates",
-        "enabled",
-    )
-)
-
-
-class Properties(DslBase):
-    name = "properties"
-    _param_defs = {"properties": {"type": "field", "hash": True}}
-
-    def __init__(self) -> None:
-        super(Properties, self).__init__()
-
-    def __repr__(self) -> str:
-        return "Properties()"
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties[name]
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self.properties
-
-    def to_dict(self) -> Any:
-        return super(Properties, self).to_dict()["properties"]
-
-    def field(self, name: Any, *args: Any, **kwargs: Any) -> "Properties":
-        self.properties[name] = construct_field(*args, **kwargs)
-        return self
-
-    def _collect_fields(self) -> Any:
-        """Iterate over all Field objects within, including multi fields."""
-        for f in itervalues(self.properties.to_dict()):
-            yield f
-            # multi fields
-            if hasattr(f, "fields"):
-                for inner_f in itervalues(f.fields.to_dict()):
-                    yield inner_f
-            # nested and inner objects
-            if hasattr(f, "_collect_fields"):
-                for inner_f in f._collect_fields():
-                    yield inner_f
-
-    def update(self, other_object: Any) -> None:
-        if not hasattr(other_object, "properties"):
-            # not an inner/nested object, no merge possible
-            return
-
-        our, other = self.properties, other_object.properties
-        for name in other:
-            if name in our:
-                if hasattr(our[name], "update"):
-                    our[name].update(other[name])
-                continue
-            our[name] = other[name]
-
-
-class Mapping(object):
-    def __init__(self) -> None:
-        self.properties = Properties()
-        self._meta: Any = {}
-
-    def __repr__(self) -> str:
-        return "Mapping()"
-
-    def _clone(self) -> Any:
-        m = Mapping()
-        m.properties._params = self.properties._params.copy()
-        return m
-
-    @classmethod
-    def from_opensearch(cls, index: Any, using: str = "default") -> Any:
-        m = cls()
-        m.update_from_opensearch(index, using)
-        return m
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        field = self
-        nested = []
-        parts = field_path.split(".")
-        for i, step in enumerate(parts):
-            try:
-                field = field[step]
-            except KeyError:
-                return (), None
-            if isinstance(field, Nested):
-                nested.append(".".join(parts[: i + 1]))
-        return nested, field
-
-    def resolve_field(self, field_path: Any) -> Any:
-        field = self
-        for step in field_path.split("."):
-            try:
-                field = field[step]
-            except KeyError:
-                return None
-        return field
-
-    def _collect_analysis(self) -> Any:
-        analysis: Any = {}
-        fields: Any = []
-        if "_all" in self._meta:
-            fields.append(Text(**self._meta["_all"]))
-
-        for f in chain(fields, self.properties._collect_fields()):
-            for analyzer_name in (
-                "analyzer",
-                "normalizer",
-                "search_analyzer",
-                "search_quote_analyzer",
-            ):
-                if not hasattr(f, analyzer_name):
-                    continue
-                analyzer = getattr(f, analyzer_name)
-                d = analyzer.get_analysis_definition()
-                # empty custom analyzer, probably already defined out of our control
-                if not d:
-                    continue
-
-                # merge the definition
-                # TODO: conflict detection/resolution
-                for key in d:
-                    analysis.setdefault(key, {}).update(d[key])
-
-        return analysis
-
-    def save(self, index: Any, using: str = "default") -> Any:
-        from opensearchpy.helpers.index import Index
-
-        index = Index(index, using=using)
-        index.mapping(self)
-        return index.save()
-
-    def update_from_opensearch(self, index: Any, using: str = "default") -> None:
-        opensearch = get_connection(using)
-        raw = opensearch.indices.get_mapping(index=index)
-        _, raw = raw.popitem()
-        self._update_from_dict(raw["mappings"])
-
-    def _update_from_dict(self, raw: Any) -> None:
-        for name, definition in iteritems(raw.get("properties", {})):
-            self.field(name, definition)
-
-        # metadata like _all etc
-        for name, value in iteritems(raw):
-            if name != "properties":
-                if isinstance(value, collections_abc.Mapping):
-                    self.meta(name, **value)
-                else:
-                    self.meta(name, value)
-
-    def update(self, mapping: Any, update_only: bool = False) -> None:
-        for name in mapping:
-            if update_only and name in self:
-                # nested and inner objects, merge recursively
-                if hasattr(self[name], "update"):
-                    # FIXME only merge subfields, not the settings
-                    self[name].update(mapping[name], update_only)
-                continue
-            self.field(name, mapping[name])
-
-        if update_only:
-            for name in mapping._meta:
-                if name not in self._meta:
-                    self._meta[name] = mapping._meta[name]
-        else:
-            self._meta.update(mapping._meta)
-
-    def __contains__(self, name: Any) -> Any:
-        return name in self.properties.properties
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties.properties[name]
-
-    def __iter__(self) -> Any:
-        return iter(self.properties.properties)
-
-    def field(self, *args: Any, **kwargs: Any) -> "Mapping":
-        self.properties.field(*args, **kwargs)
-        return self
-
-    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "Mapping":
-        if not name.startswith("_") and name not in META_FIELDS:
-            name = "_" + name
-
-        if params and kwargs:
-            raise ValueError("Meta configs cannot have both value and a dictionary.")
-
-        self._meta[name] = kwargs if params is None else params
-        return self
-
-    def to_dict(self) -> Any:
-        meta = self._meta
-
-        # hard coded serialization of analyzers in _all
-        if "_all" in meta:
-            meta = meta.copy()
-            _all = meta["_all"] = meta["_all"].copy()
-            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
-                if hasattr(_all.get(f, None), "to_dict"):
-                    _all[f] = _all[f].to_dict()
-        meta.update(self.properties.to_dict())
-        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
deleted file mode 100644
index 1d3b6671d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
+++ /dev/null
@@ -1,526 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any, Optional
-
-# 'SF' looks unused but the test suite assumes it's available
-# from this module so others are liable to do so as well.
-from ..helpers.function import SF, ScoreFunction
-from .utils import DslBase
-
-
-def Q(  # pylint: disable=invalid-name
-    name_or_query: Any = "match_all", **params: Any
-) -> Any:
-    # {"match": {"title": "python"}}
-    if isinstance(name_or_query, collections_abc.Mapping):
-        if params:
-            raise ValueError("Q() cannot accept parameters when passing in a dict.")
-        if len(name_or_query) != 1:
-            raise ValueError(
-                'Q() can only accept dict with a single query ({"match": {...}}). '
-                "Instead it got (%r)" % name_or_query
-            )
-        name, params = name_or_query.copy().popitem()  # type: ignore
-        return Query.get_dsl_class(name)(_expand__to_dot=False, **params)
-
-    # MatchAll()
-    if isinstance(name_or_query, Query):
-        if params:
-            raise ValueError(
-                "Q() cannot accept parameters when passing in a Query object."
-            )
-        return name_or_query
-
-    # s.query = Q('filtered', query=s.query)
-    if hasattr(name_or_query, "_proxied"):
-        return name_or_query._proxied
-
-    # "match", title="python"
-    return Query.get_dsl_class(name_or_query)(**params)
-
-
-class Query(DslBase):
-    _type_name: str = "query"
-    _type_shortcut = staticmethod(Q)
-    name: Optional[str] = None
-
-    def __add__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__radd__"):
-            return other.__radd__(self)
-        return Bool(must=[self, other])
-
-    def __invert__(self) -> Any:
-        return Bool(must_not=[self])
-
-    def __or__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__ror__"):
-            return other.__ror__(self)
-        return Bool(should=[self, other])
-
-    def __and__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__rand__"):
-            return other.__rand__(self)
-        return Bool(must=[self, other])
-
-
-class MatchAll(Query):
-    name = "match_all"
-
-    def __add__(self, other: Any) -> Any:
-        return other._clone()
-
-    __and__ = __rand__ = __radd__ = __add__
-
-    def __or__(self, other: Any) -> "MatchAll":
-        return self
-
-    __ror__ = __or__
-
-    def __invert__(self) -> Any:
-        return MatchNone()
-
-
-EMPTY_QUERY = MatchAll()
-
-
-class MatchNone(Query):
-    name = "match_none"
-
-    def __add__(self, other: Any) -> "MatchNone":
-        return self
-
-    __and__ = __rand__ = __radd__ = __add__
-
-    def __or__(self, other: Any) -> Any:
-        return other._clone()
-
-    __ror__ = __or__
-
-    def __invert__(self) -> Any:
-        return MatchAll()
-
-
-class Bool(Query):
-    name = "bool"
-    _param_defs = {
-        "must": {"type": "query", "multi": True},
-        "should": {"type": "query", "multi": True},
-        "must_not": {"type": "query", "multi": True},
-        "filter": {"type": "query", "multi": True},
-    }
-
-    def __add__(self, other: "Bool") -> Any:
-        q = self._clone()
-        if isinstance(other, Bool):
-            q.must += other.must
-            q.should += other.should
-            q.must_not += other.must_not
-            q.filter += other.filter
-        else:
-            q.must.append(other)
-        return q
-
-    __radd__ = __add__
-
-    def __or__(self, other: "Bool") -> Any:
-        for q in (self, other):
-            if isinstance(q, Bool) and not any(
-                (q.must, q.must_not, q.filter, getattr(q, "minimum_should_match", None))
-            ):
-                other = self if q is other else other
-                q = q._clone()
-                if isinstance(other, Bool) and not any(
-                    (
-                        other.must,
-                        other.must_not,
-                        other.filter,
-                        getattr(other, "minimum_should_match", None),
-                    )
-                ):
-                    q.should.extend(other.should)
-                else:
-                    q.should.append(other)
-                return q
-
-        return Bool(should=[self, other])
-
-    __ror__ = __or__
-
-    @property
-    def _min_should_match(self) -> Any:
-        return getattr(
-            self,
-            "minimum_should_match",
-            0 if not self.should or (self.must or self.filter) else 1,
-        )
-
-    def __invert__(self) -> Any:
-        # Because an empty Bool query is treated like
-        # MatchAll the inverse should be MatchNone
-        if not any(chain(self.must, self.filter, self.should, self.must_not)):
-            return MatchNone()
-
-        negations = []
-        for q in chain(self.must, self.filter):
-            negations.append(~q)
-
-        for q in self.must_not:
-            negations.append(q)
-
-        if self.should and self._min_should_match:
-            negations.append(Bool(must_not=self.should[:]))
-
-        if len(negations) == 1:
-            return negations[0]
-        return Bool(should=negations)
-
-    def __and__(self, other: "Bool") -> Any:
-        q = self._clone()
-        if isinstance(other, Bool):
-            q.must += other.must
-            q.must_not += other.must_not
-            q.filter += other.filter
-            q.should = []
-
-            # reset minimum_should_match as it will get calculated below
-            if "minimum_should_match" in q._params:
-                del q._params["minimum_should_match"]
-
-            for qx in (self, other):
-                # TODO: percentages will fail here
-                min_should_match = qx._min_should_match
-                # all subqueries are required
-                if len(qx.should) <= min_should_match:
-                    q.must.extend(qx.should)
-                # not all of them are required, use it and remember min_should_match
-                elif not q.should:
-                    q.minimum_should_match = min_should_match
-                    q.should = qx.should
-                # all queries are optional, just extend should
-                elif q._min_should_match == 0 and min_should_match == 0:
-                    q.should.extend(qx.should)
-                # not all are required, add a should list to the must with proper min_should_match
-                else:
-                    q.must.append(
-                        Bool(should=qx.should, minimum_should_match=min_should_match)
-                    )
-        else:
-            if not (q.must or q.filter) and q.should:
-                q._params.setdefault("minimum_should_match", 1)
-            q.must.append(other)
-        return q
-
-    __rand__ = __and__
-
-
-class FunctionScore(Query):
-    name = "function_score"
-    _param_defs = {
-        "query": {"type": "query"},
-        "filter": {"type": "query"},
-        "functions": {"type": "score_function", "multi": True},
-    }
-
-    def __init__(self, **kwargs: Any) -> None:
-        if "functions" in kwargs:
-            pass
-        else:
-            fns = kwargs["functions"] = []
-            for name in ScoreFunction._classes:
-                if name in kwargs:
-                    fns.append({name: kwargs.pop(name)})
-        super(FunctionScore, self).__init__(**kwargs)
-
-
-# compound queries
-class Boosting(Query):
-    name = "boosting"
-    _param_defs = {"positive": {"type": "query"}, "negative": {"type": "query"}}
-
-
-class ConstantScore(Query):
-    name = "constant_score"
-    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
-
-
-class DisMax(Query):
-    name = "dis_max"
-    _param_defs = {"queries": {"type": "query", "multi": True}}
-
-
-class Filtered(Query):
-    name = "filtered"
-    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
-
-
-class Indices(Query):
-    name = "indices"
-    _param_defs = {"query": {"type": "query"}, "no_match_query": {"type": "query"}}
-
-
-class Percolate(Query):
-    name = "percolate"
-
-
-# relationship queries
-class Nested(Query):
-    name = "nested"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class HasChild(Query):
-    name = "has_child"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class HasParent(Query):
-    name = "has_parent"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class TopChildren(Query):
-    name = "top_children"
-    _param_defs = {"query": {"type": "query"}}
-
-
-# compount span queries
-class SpanFirst(Query):
-    name = "span_first"
-    _param_defs = {"match": {"type": "query"}}
-
-
-class SpanMulti(Query):
-    name = "span_multi"
-    _param_defs = {"match": {"type": "query"}}
-
-
-class SpanNear(Query):
-    name = "span_near"
-    _param_defs = {"clauses": {"type": "query", "multi": True}}
-
-
-class SpanNot(Query):
-    name = "span_not"
-    _param_defs = {"exclude": {"type": "query"}, "include": {"type": "query"}}
-
-
-class SpanOr(Query):
-    name = "span_or"
-    _param_defs = {"clauses": {"type": "query", "multi": True}}
-
-
-class FieldMaskingSpan(Query):
-    name = "field_masking_span"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class SpanContaining(Query):
-    name = "span_containing"
-    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
-
-
-# Original implementation contained
-# a typo: remove in v8.0.
-SpanContainining = SpanContaining
-
-
-class SpanWithin(Query):
-    name = "span_within"
-    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
-
-
-# core queries
-class Common(Query):
-    name = "common"
-
-
-class Fuzzy(Query):
-    name = "fuzzy"
-
-
-class FuzzyLikeThis(Query):
-    name = "fuzzy_like_this"
-
-
-class FuzzyLikeThisField(Query):
-    name = "fuzzy_like_this_field"
-
-
-class RankFeature(Query):
-    name = "rank_feature"
-
-
-class DistanceFeature(Query):
-    name = "distance_feature"
-
-
-class GeoBoundingBox(Query):
-    name = "geo_bounding_box"
-
-
-class GeoDistance(Query):
-    name = "geo_distance"
-
-
-class GeoDistanceRange(Query):
-    name = "geo_distance_range"
-
-
-class GeoPolygon(Query):
-    name = "geo_polygon"
-
-
-class GeoShape(Query):
-    name = "geo_shape"
-
-
-class GeohashCell(Query):
-    name = "geohash_cell"
-
-
-class Ids(Query):
-    name = "ids"
-
-
-class Intervals(Query):
-    name = "intervals"
-
-
-class Limit(Query):
-    name = "limit"
-
-
-class Match(Query):
-    name = "match"
-
-
-class MatchPhrase(Query):
-    name = "match_phrase"
-
-
-class MatchPhrasePrefix(Query):
-    name = "match_phrase_prefix"
-
-
-class MatchBoolPrefix(Query):
-    name = "match_bool_prefix"
-
-
-class Exists(Query):
-    name = "exists"
-
-
-class MoreLikeThis(Query):
-    name = "more_like_this"
-
-
-class MoreLikeThisField(Query):
-    name = "more_like_this_field"
-
-
-class MultiMatch(Query):
-    name = "multi_match"
-
-
-class Prefix(Query):
-    name = "prefix"
-
-
-class QueryString(Query):
-    name = "query_string"
-
-
-class Range(Query):
-    name = "range"
-
-
-class Regexp(Query):
-    name = "regexp"
-
-
-class Shape(Query):
-    name = "shape"
-
-
-class SimpleQueryString(Query):
-    name = "simple_query_string"
-
-
-class SpanTerm(Query):
-    name = "span_term"
-
-
-class Template(Query):
-    name = "template"
-
-
-class Term(Query):
-    name = "term"
-
-
-class Terms(Query):
-    name = "terms"
-
-
-class TermsSet(Query):
-    name = "terms_set"
-
-
-class Wildcard(Query):
-    name = "wildcard"
-
-
-class Script(Query):
-    name = "script"
-
-
-class ScriptScore(Query):
-    name = "script_score"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class Type(Query):
-    name = "type"
-
-
-class ParentId(Query):
-    name = "parent_id"
-
-
-class Wrapper(Query):
-    name = "wrapper"
-
-
-__all__ = ["SF"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
deleted file mode 100644
index 4858f9512..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
+++ /dev/null
@@ -1,130 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, AttrList, _wrap
-from .hit import Hit, HitMeta
-
-
-class Response(AttrDict):
-    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
-        super(AttrDict, self).__setattr__("_search", search)
-        super(AttrDict, self).__setattr__("_doc_class", doc_class)
-        super(Response, self).__init__(response)
-
-    def __iter__(self) -> Any:
-        return iter(self.hits)
-
-    def __getitem__(self, key: Any) -> Any:
-        if isinstance(key, (slice, int)):
-            # for slicing etc
-            return self.hits[key]
-        return super(Response, self).__getitem__(key)
-
-    def __nonzero__(self) -> Any:
-        return bool(self.hits)
-
-    __bool__ = __nonzero__
-
-    def __repr__(self) -> str:
-        return "<Response: %r>" % (self.hits or self.aggregations)
-
-    def __len__(self) -> int:
-        return len(self.hits)
-
-    def __getstate__(self) -> Any:
-        return self._d_, self._search, self._doc_class
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("_d_", state[0])
-        super(AttrDict, self).__setattr__("_search", state[1])
-        super(AttrDict, self).__setattr__("_doc_class", state[2])
-
-    def success(self) -> bool:
-        return self._shards.total == self._shards.successful and not self.timed_out
-
-    @property
-    def hits(self) -> Any:
-        if not hasattr(self, "_hits"):
-            h = self._d_["hits"]
-
-            try:
-                hits = AttrList(map(self._search._get_result, h["hits"]))
-            except AttributeError as e:
-                # avoid raising AttributeError since it will be hidden by the property
-                raise TypeError("Could not parse hits.", e)
-
-            # avoid assigning _hits into self._d_
-            super(AttrDict, self).__setattr__("_hits", hits)
-            for k in h:
-                setattr(self._hits, k, _wrap(h[k]))
-        return self._hits
-
-    @property
-    def aggregations(self) -> Any:
-        return self.aggs
-
-    @property
-    def aggs(self) -> Any:
-        if not hasattr(self, "_aggs"):
-            aggs = AggResponse(
-                self._search.aggs, self._search, self._d_.get("aggregations", {})
-            )
-
-            # avoid assigning _aggs into self._d_
-            super(AttrDict, self).__setattr__("_aggs", aggs)
-        return self._aggs
-
-
-class AggResponse(AttrDict):
-    def __init__(self, aggs: Any, search: Any, data: Any) -> None:
-        super(AttrDict, self).__setattr__("_meta", {"search": search, "aggs": aggs})
-        super(AggResponse, self).__init__(data)
-
-    def __getitem__(self, attr_name: Any) -> Any:
-        if attr_name in self._meta["aggs"]:
-            # don't do self._meta['aggs'][attr_name] to avoid copying
-            agg = self._meta["aggs"].aggs[attr_name]
-            return agg.result(self._meta["search"], self._d_[attr_name])
-        return super(AggResponse, self).__getitem__(attr_name)
-
-    def __iter__(self) -> Any:
-        for name in self._meta["aggs"]:
-            yield self[name]
-
-
-class UpdateByQueryResponse(AttrDict):
-    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
-        super(AttrDict, self).__setattr__("_search", search)
-        super(AttrDict, self).__setattr__("_doc_class", doc_class)
-        super(UpdateByQueryResponse, self).__init__(response)
-
-    def success(self) -> bool:
-        return not self.timed_out and not self.failures
-
-
-__all__ = ["Response", "AggResponse", "UpdateByQueryResponse", "Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
deleted file mode 100644
index f52208e63..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
+++ /dev/null
@@ -1,94 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, AttrList
-from . import AggResponse, Response
-
-
-class Bucket(AggResponse):
-    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
-        super(Bucket, self).__init__(aggs, search, data)
-
-
-class FieldBucket(Bucket):
-    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
-        if field:
-            data["key"] = field.deserialize(data["key"])
-        super(FieldBucket, self).__init__(aggs, search, data, field)
-
-
-class BucketData(AggResponse):
-    _bucket_class = Bucket
-
-    def _wrap_bucket(self, data: Any) -> Any:
-        return self._bucket_class(
-            self._meta["aggs"],
-            self._meta["search"],
-            data,
-            field=self._meta.get("field"),
-        )
-
-    def __iter__(self) -> Any:
-        return iter(self.buckets)
-
-    def __len__(self) -> int:
-        return len(self.buckets)
-
-    def __getitem__(self, key: Any) -> Any:
-        if isinstance(key, (int, slice)):
-            return self.buckets[key]
-        return super(BucketData, self).__getitem__(key)
-
-    @property
-    def buckets(self) -> Any:
-        if not hasattr(self, "_buckets"):
-            field = getattr(self._meta["aggs"], "field", None)
-            if field:
-                self._meta["field"] = self._meta["search"]._resolve_field(field)
-            bs = self._d_["buckets"]
-            if isinstance(bs, list):
-                bs = AttrList(bs, obj_wrapper=self._wrap_bucket)
-            else:
-                bs = AttrDict({k: self._wrap_bucket(bs[k]) for k in bs})
-            super(AttrDict, self).__setattr__("_buckets", bs)
-        return self._buckets
-
-
-class FieldBucketData(BucketData):
-    _bucket_class = FieldBucket
-
-
-class TopHitsData(Response):
-    def __init__(self, agg: Any, search: Any, data: Any) -> None:
-        super(AttrDict, self).__setattr__(
-            "meta", AttrDict({"agg": agg, "search": search})
-        )
-        super(TopHitsData, self).__init__(search, data)
-
-
-__all__ = ["AggResponse"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
deleted file mode 100644
index 319a886fd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, HitMeta
-
-
-class Hit(AttrDict):
-    def __init__(self, document: Any) -> None:
-        data = {}
-        if "_source" in document:
-            data = document["_source"]
-        if "fields" in document:
-            data.update(document["fields"])
-
-        super(Hit, self).__init__(data)
-        # assign meta as attribute and not as key in self._d_
-        super(AttrDict, self).__setattr__("meta", HitMeta(document))
-
-    def __getstate__(self) -> Any:
-        # add self.meta since it is not in self.__dict__
-        return super(Hit, self).__getstate__() + (self.meta,)
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("meta", state[-1])
-        super(Hit, self).__setstate__(state[:-1])
-
-    def __dir__(self) -> Any:
-        # be sure to expose meta in dir(self)
-        return super(Hit, self).__dir__() + ["meta"]
-
-    def __repr__(self) -> str:
-        return "<Hit({}): {}>".format(
-            "/".join(
-                getattr(self.meta, key) for key in ("index", "id") if key in self.meta
-            ),
-            super(Hit, self).__repr__(),
-        )
-
-
-__all__ = ["Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
deleted file mode 100644
index 5693e9160..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
+++ /dev/null
@@ -1,868 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-import copy
-from typing import Any
-
-from six import iteritems, string_types
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.exceptions import TransportError
-from opensearchpy.helpers import scan
-
-from ..exceptions import IllegalOperation
-from ..helpers.query import Bool, Q
-from .aggs import A, AggBase
-from .response import Hit, Response
-from .utils import AttrDict, DslBase, recursive_to_dict
-
-
-class QueryProxy(object):
-    """
-    Simple proxy around DSL objects (queries) that can be called
-    (to add query/post_filter) and also allows attribute access which is proxied to
-    the wrapped query.
-    """
-
-    def __init__(self, search: Any, attr_name: Any) -> None:
-        self._search = search
-        self._proxied: Any = None
-        self._attr_name = attr_name
-
-    def __nonzero__(self) -> bool:
-        return self._proxied is not None
-
-    __bool__ = __nonzero__
-
-    def __call__(self, *args: Any, **kwargs: Any) -> Any:
-        s = self._search._clone()
-
-        # we cannot use self._proxied since we just cloned self._search and
-        # need to access the new self on the clone
-        proxied = getattr(s, self._attr_name)
-        if proxied._proxied is None:
-            proxied._proxied = Q(*args, **kwargs)
-        else:
-            proxied._proxied &= Q(*args, **kwargs)
-
-        # always return search to be chainable
-        return s
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._proxied, attr_name)
-
-    def __setattr__(self, attr_name: Any, value: Any) -> None:
-        if not attr_name.startswith("_"):
-            self._proxied = Q(self._proxied.to_dict())
-            setattr(self._proxied, attr_name, value)
-        super(QueryProxy, self).__setattr__(attr_name, value)
-
-    def __getstate__(self) -> Any:
-        return self._search, self._proxied, self._attr_name
-
-    def __setstate__(self, state: Any) -> None:
-        self._search, self._proxied, self._attr_name = state
-
-
-class ProxyDescriptor(object):
-    """
-    Simple descriptor to enable setting of queries and filters as:
-
-        s = Search()
-        s.query = Q(...)
-
-    """
-
-    def __init__(self, name: str) -> None:
-        self._attr_name = "_%s_proxy" % name
-
-    def __get__(self, instance: Any, owner: Any) -> Any:
-        return getattr(instance, self._attr_name)
-
-    def __set__(self, instance: Any, value: Any) -> None:
-        proxy = getattr(instance, self._attr_name)
-        proxy._proxied = Q(value)
-
-
-class AggsProxy(AggBase, DslBase):
-    name = "aggs"
-
-    def __init__(self, search: Any) -> None:
-        self._base = self
-        self._search = search
-        self._params = {"aggs": {}}
-
-    def to_dict(self) -> Any:
-        return super(AggsProxy, self).to_dict().get("aggs", {})
-
-
-class Request(object):
-    _doc_type: Any
-    _doc_type_map: Any
-
-    def __init__(
-        self,
-        using: str = "default",
-        index: Any = None,
-        doc_type: Any = None,
-        extra: Any = None,
-    ) -> None:
-        self._using = using
-
-        self._index = None
-        if isinstance(index, (tuple, list)):
-            self._index = list(index)
-        elif index:
-            self._index = [index]
-
-        self._doc_type = []
-        self._doc_type_map = {}
-        if isinstance(doc_type, (tuple, list)):
-            self._doc_type.extend(doc_type)
-        elif isinstance(doc_type, collections_abc.Mapping):
-            self._doc_type.extend(doc_type.keys())
-            self._doc_type_map.update(doc_type)
-        elif doc_type:
-            self._doc_type.append(doc_type)
-
-        self._params: Any = {}
-        self._extra: Any = extra or {}
-
-    def __eq__(self: Any, other: Any) -> bool:
-        return (
-            isinstance(other, Request)
-            and other._params == self._params
-            and other._index == self._index
-            and other._doc_type == self._doc_type
-            and other.to_dict() == self.to_dict()  # type: ignore
-        )
-
-    def __copy__(self) -> Any:
-        return self._clone()
-
-    def params(self, **kwargs: Any) -> Any:
-        """
-        Specify query params to be used when executing the search. All the
-        keyword arguments will override the current values.
-
-        Example::
-
-            s = Search()
-            s = s.params(routing='user-1', preference='local')
-        """
-        s = self._clone()
-        s._params.update(kwargs)
-        return s
-
-    def index(self, *index: Any) -> Any:
-        """
-        Set the index for the search. If called empty it will remove all information.
-
-        Example:
-
-            s = Search()
-            s = s.index('twitter-2015.01.01', 'twitter-2015.01.02')
-            s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02'])
-        """
-        # .index() resets
-        s = self._clone()
-        if not index:
-            s._index = None
-        else:
-            indexes = []
-            for i in index:
-                if isinstance(i, string_types):
-                    indexes.append(i)
-                elif isinstance(i, list):
-                    indexes += i
-                elif isinstance(i, tuple):
-                    indexes += list(i)
-
-            s._index = (self._index or []) + indexes
-
-        return s
-
-    def _resolve_field(self, path: Any) -> Any:
-        for dt in self._doc_type:
-            if not hasattr(dt, "_index"):
-                continue
-            field = dt._index.resolve_field(path)
-            if field is not None:
-                return field
-
-    def _resolve_nested(self, hit: Any, parent_class: Any = None) -> Any:
-        doc_class = Hit
-
-        nested_path: Any = []
-        nesting = hit["_nested"]
-        while nesting and "field" in nesting:
-            nested_path.append(nesting["field"])
-            nesting = nesting.get("_nested")
-        nested_path = ".".join(nested_path)
-
-        if hasattr(parent_class, "_index"):
-            nested_field = parent_class._index.resolve_field(nested_path)
-        else:
-            nested_field = self._resolve_field(nested_path)
-
-        if nested_field is not None:
-            return nested_field._doc_class
-
-        return doc_class
-
-    def _get_result(self, hit: Any, parent_class: Any = None) -> Any:
-        doc_class = Hit
-        dt = hit.get("_type")
-
-        if "_nested" in hit:
-            doc_class = self._resolve_nested(hit, parent_class)
-
-        elif dt in self._doc_type_map:
-            doc_class = self._doc_type_map[dt]
-
-        else:
-            for doc_type in self._doc_type:
-                if hasattr(doc_type, "_matches") and doc_type._matches(hit):
-                    doc_class = doc_type
-                    break
-
-        for t in hit.get("inner_hits", ()):
-            hit["inner_hits"][t] = Response(
-                self, hit["inner_hits"][t], doc_class=doc_class
-            )
-
-        callback = getattr(doc_class, "from_opensearch", doc_class)
-        return callback(hit)
-
-    def doc_type(self, *doc_type: Any, **kwargs: Any) -> Any:
-        """
-        Set the type to search through. You can supply a single value or
-        multiple. Values can be strings or subclasses of ``Document``.
-
-        You can also pass in any keyword arguments, mapping a doc_type to a
-        callback that should be used instead of the Hit class.
-
-        If no doc_type is supplied any information stored on the instance will
-        be erased.
-
-        Example:
-
-            s = Search().doc_type('product', 'store', User, custom=my_callback)
-        """
-        # .doc_type() resets
-        s = self._clone()
-        if not doc_type and not kwargs:
-            s._doc_type = []
-            s._doc_type_map = {}
-        else:
-            s._doc_type.extend(doc_type)
-            s._doc_type.extend(kwargs.keys())
-            s._doc_type_map.update(kwargs)
-        return s
-
-    def using(self, client: Any) -> Any:
-        """
-        Associate the search request with an opensearch client. A fresh copy
-        will be returned with current instance remaining unchanged.
-
-        :arg client: an instance of ``opensearchpy.OpenSearch`` to use or
-            an alias to look up in ``opensearchpy.connections``
-
-        """
-        s = self._clone()
-        s._using = client
-        return s
-
-    def extra(self, **kwargs: Any) -> Any:
-        """
-        Add extra keys to the request body. Mostly here for backwards
-        compatibility.
-        """
-        s = self._clone()
-        if "from_" in kwargs:
-            kwargs["from"] = kwargs.pop("from_")
-        s._extra.update(kwargs)
-        return s
-
-    def _clone(self) -> Any:
-        s = self.__class__(
-            using=self._using, index=self._index, doc_type=self._doc_type
-        )
-        s._doc_type_map = self._doc_type_map.copy()
-        s._extra = self._extra.copy()
-        s._params = self._params.copy()
-        return s
-
-
-class Search(Request):
-    query = ProxyDescriptor("query")
-    post_filter = ProxyDescriptor("post_filter")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Search request to opensearch.
-
-        :arg using: `OpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-        """
-        super(Search, self).__init__(**kwargs)
-
-        self.aggs = AggsProxy(self)
-        self._sort: Any = []
-        self._collapse: Any = {}
-        self._source: Any = None
-        self._highlight: Any = {}
-        self._highlight_opts: Any = {}
-        self._suggest: Any = {}
-        self._script_fields: Any = {}
-        self._response_class = Response
-
-        self._query_proxy = QueryProxy(self, "query")
-        self._post_filter_proxy = QueryProxy(self, "post_filter")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    def __iter__(self) -> Any:
-        """
-        Iterate over the hits.
-        """
-        return iter(self.execute())
-
-    def __getitem__(self, n: Any) -> Any:
-        """
-        Support slicing the `Search` instance for pagination.
-
-        Slicing equates to the from/size parameters. E.g.::
-
-            s = Search().query(...)[0:25]
-
-        is equivalent to::
-
-            s = Search().query(...).extra(from_=0, size=25)
-
-        """
-        s = self._clone()
-
-        if isinstance(n, slice):
-            # If negative slicing, abort.
-            if n.start and n.start < 0 or n.stop and n.stop < 0:
-                raise ValueError("Search does not support negative slicing.")
-            # OpenSearch won't get all results so we default to size: 10 if
-            # stop not given.
-            s._extra["from"] = n.start or 0
-            s._extra["size"] = max(
-                0, n.stop - (n.start or 0) if n.stop is not None else 10
-            )
-            return s
-        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
-            # If negative index, abort.
-            if n < 0:
-                raise ValueError("Search does not support negative indexing.")
-            s._extra["from"] = n
-            s._extra["size"] = 1
-            return s
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `Search` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            s = Search.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "aggs": {...}
-            })
-            s = s.filter('term', published=True)
-        """
-        s = cls()
-        s.update_from_dict(d)
-        return s
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        s = super(Search, self)._clone()
-
-        s._response_class = self._response_class
-        s._sort = self._sort[:]
-        s._source = copy.copy(self._source) if self._source is not None else None
-        s._highlight = self._highlight.copy()
-        s._highlight_opts = self._highlight_opts.copy()
-        s._suggest = self._suggest.copy()
-        s._script_fields = self._script_fields.copy()
-        for x in ("query", "post_filter"):
-            getattr(s, x)._proxied = getattr(self, x)._proxied
-
-        # copy top-level bucket definitions
-        if self.aggs._params.get("aggs"):
-            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
-        return s
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        s = self._clone()
-        s._response_class = cls
-        return s
-
-    def update_from_dict(self, d: Any) -> "Search":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "post_filter" in d:
-            self.post_filter._proxied = Q(d.pop("post_filter"))
-
-        aggs = d.pop("aggs", d.pop("aggregations", {}))
-        if aggs:
-            self.aggs._params = {
-                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
-            }
-        if "sort" in d:
-            self._sort = d.pop("sort")
-        if "_source" in d:
-            self._source = d.pop("_source")
-        if "highlight" in d:
-            high = d.pop("highlight").copy()
-            self._highlight = high.pop("fields")
-            self._highlight_opts = high
-        if "suggest" in d:
-            self._suggest = d.pop("suggest")
-            if "text" in self._suggest:
-                text = self._suggest.pop("text")
-                for s in self._suggest.values():
-                    s.setdefault("text", text)
-        if "script_fields" in d:
-            self._script_fields = d.pop("script_fields")
-        self._extra.update(d)
-        return self
-
-    def script_fields(self, **kwargs: Any) -> Any:
-        """
-        Define script fields to be calculated on hits.
-
-        Example::
-
-            s = Search()
-            s = s.script_fields(times_two="doc['field'].value * 2")
-            s = s.script_fields(
-                times_three={
-                    'script': {
-                        'lang': 'painless',
-                        'source': "doc['field'].value * params.n",
-                        'params': {'n': 3}
-                    }
-                }
-            )
-
-        """
-        s = self._clone()
-        for name in kwargs:
-            if isinstance(kwargs[name], string_types):
-                kwargs[name] = {"script": kwargs[name]}
-        s._script_fields.update(kwargs)
-        return s
-
-    def source(self, fields: Any = None, **kwargs: Any) -> Any:
-        """
-        Selectively control how the _source field is returned.
-
-        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
-
-        If ``fields`` is None, the entire document will be returned for
-        each hit.  If fields is a dictionary with keys of 'includes' and/or
-        'excludes' the fields will be either included or excluded appropriately.
-
-        Calling this multiple times with the same named parameter will override the
-        previous values with the new ones.
-
-        Example::
-
-            s = Search()
-            s = s.source(includes=['obj1.*'], excludes=["*.description"])
-
-            s = Search()
-            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
-
-        """
-        s = self._clone()
-
-        if fields and kwargs:
-            raise ValueError("You cannot specify fields and kwargs at the same time.")
-
-        if fields is not None:
-            s._source = fields
-            return s
-
-        if kwargs and not isinstance(s._source, dict):
-            s._source = {}
-
-        for key, value in kwargs.items():
-            if value is None:
-                try:
-                    del s._source[key]
-                except KeyError:
-                    pass
-            else:
-                s._source[key] = value
-
-        return s
-
-    def sort(self, *keys: Any) -> Any:
-        """
-        Add sorting information to the search request. If called without
-        arguments it will remove all sort requirements. Otherwise it will
-        replace them. Acceptable arguments are::
-
-            'some.field'
-            '-some.other.field'
-            {'different.field': {'any': 'dict'}}
-
-        so for example::
-
-            s = Search().sort(
-                'category',
-                '-title',
-                {"price" : {"order" : "asc", "mode" : "avg"}}
-            )
-
-        will sort by ``category``, ``title`` (in descending order) and
-        ``price`` in ascending order using the ``avg`` mode.
-
-        The API returns a copy of the Search object and can thus be chained.
-        """
-        s = self._clone()
-        s._sort = []
-        for k in keys:
-            if isinstance(k, string_types) and k.startswith("-"):
-                if k[1:] == "_score":
-                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
-                k = {k[1:]: {"order": "desc"}}
-            s._sort.append(k)
-        return s
-
-    def collapse(
-        self,
-        field: Any = None,
-        inner_hits: Any = None,
-        max_concurrent_group_searches: Any = None,
-    ) -> Any:
-        """
-        Add collapsing information to the search request.
-
-        If called without providing ``field``, it will remove all collapse
-        requirements, otherwise it will replace them with the provided
-        arguments.
-
-        The API returns a copy of the Search object and can thus be chained.
-        """
-        s = self._clone()
-        s._collapse = {}
-
-        if field is None:
-            return s
-
-        s._collapse["field"] = field
-        if inner_hits:
-            s._collapse["inner_hits"] = inner_hits
-        if max_concurrent_group_searches:
-            s._collapse["max_concurrent_group_searches"] = max_concurrent_group_searches
-        return s
-
-    def highlight_options(self, **kwargs: Any) -> Any:
-        """
-        Update the global highlighting options used for this request. For
-        example::
-
-            s = Search()
-            s = s.highlight_options(order='score')
-        """
-        s = self._clone()
-        s._highlight_opts.update(kwargs)
-        return s
-
-    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
-        """
-        Request highlighting of some fields. All keyword arguments passed in will be
-        used as parameters for all the fields in the ``fields`` parameter. Example::
-
-            Search().highlight('title', 'body', fragment_size=50)
-
-        will produce the equivalent of::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 50},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        If you want to have different options for different fields
-        you can call ``highlight`` twice::
-
-            Search().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
-
-        which will produce::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 100},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        """
-        s = self._clone()
-        for f in fields:
-            s._highlight[f] = kwargs
-        return s
-
-    def suggest(self, name: Any, text: Any, **kwargs: Any) -> Any:
-        """
-        Add a suggestions request to the search.
-
-        :arg name: name of the suggestion
-        :arg text: text to suggest on
-
-        All keyword arguments will be added to the suggestions body. For example::
-
-            s = Search()
-            s = s.suggest('suggestion-1', 'OpenSearch', term={'field': 'body'})
-        """
-        s = self._clone()
-        s._suggest[name] = {"text": text}
-        s._suggest[name].update(kwargs)
-        return s
-
-    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request's body.
-
-        :arg count: a flag to specify if we are interested in a body for count -
-            no aggregations, no pagination bounds etc.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        # count request doesn't care for sorting and other things
-        if not count:
-            if self.post_filter:
-                d["post_filter"] = self.post_filter.to_dict()
-
-            if self.aggs.aggs:
-                d.update(self.aggs.to_dict())
-
-            if self._sort:
-                d["sort"] = self._sort
-
-            if self._collapse:
-                d["collapse"] = self._collapse
-
-            d.update(recursive_to_dict(self._extra))
-
-            if self._source not in (None, {}):
-                d["_source"] = self._source
-
-            if self._highlight:
-                d["highlight"] = {"fields": self._highlight}
-                d["highlight"].update(self._highlight_opts)
-
-            if self._suggest:
-                d["suggest"] = self._suggest
-
-            if self._script_fields:
-                d["script_fields"] = self._script_fields
-
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    def count(self) -> Any:
-        """
-        Return the number of hits matching the query and filters. Note that
-        only the actual number is returned.
-        """
-        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
-            return self._response.hits.total.value
-
-        opensearch = get_connection(self._using)
-
-        d = self.to_dict(count=True)
-        # TODO: failed shards detection
-        return opensearch.count(index=self._index, body=d, **self._params)["count"]
-
-    def execute(self, ignore_cache: bool = False) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-
-        :arg ignore_cache: if set to ``True``, consecutive calls will hit
-            OpenSearch, while cached result will be ignored. Defaults to `False`
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = get_connection(self._using)
-
-            self._response = self._response_class(
-                self,
-                opensearch.search(
-                    index=self._index, body=self.to_dict(), **self._params
-                ),
-            )
-        return self._response
-
-    def scan(self) -> Any:
-        """
-        Turn the search into a scan search and return a generator that will
-        iterate over all the documents matching the query.
-
-        Use ``params`` method to specify any additional arguments you with to
-        pass to the underlying ``scan`` helper from ``opensearchpy``
-
-        """
-        opensearch = get_connection(self._using)
-
-        for hit in scan(
-            opensearch, query=self.to_dict(), index=self._index, **self._params
-        ):
-            yield self._get_result(hit)
-
-    def delete(self) -> Any:
-        """
-        delete() executes the query by delegating to delete_by_query()
-        """
-
-        opensearch = get_connection(self._using)
-
-        return AttrDict(
-            opensearch.delete_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-        )
-
-
-class MultiSearch(Request):
-    """
-    Combine multiple :class:`~opensearchpy.Search` objects into a single
-    request.
-    """
-
-    def __init__(self, **kwargs: Any) -> None:
-        super(MultiSearch, self).__init__(**kwargs)
-        self._searches: Any = []
-
-    def __getitem__(self, key: Any) -> Any:
-        return self._searches[key]
-
-    def __iter__(self) -> Any:
-        return iter(self._searches)
-
-    def _clone(self) -> Any:
-        ms = super(MultiSearch, self)._clone()
-        ms._searches = self._searches[:]
-        return ms
-
-    def add(self, search: Any) -> Any:
-        """
-        Adds a new :class:`~opensearchpy.Search` object to the request::
-
-            ms = MultiSearch(index='my-index')
-            ms = ms.add(Search(doc_type=Category).filter('term', category='python'))
-            ms = ms.add(Search(doc_type=Blog))
-        """
-        ms = self._clone()
-        ms._searches.append(search)
-        return ms
-
-    def to_dict(self) -> Any:
-        out = []
-        for s in self._searches:
-            meta = {}
-            if s._index:
-                meta["index"] = s._index
-            meta.update(s._params)
-
-            out.append(meta)
-            out.append(s.to_dict())
-
-        return out
-
-    def execute(self, ignore_cache: Any = False, raise_on_error: Any = True) -> Any:
-        """
-        Execute the multi search request and return a list of search results.
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = get_connection(self._using)
-
-            responses = opensearch.msearch(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-
-            out = []
-            for s, r in zip(self._searches, responses["responses"]):
-                if r.get("error", False):
-                    if raise_on_error:
-                        raise TransportError("N/A", r["error"]["type"], r["error"])
-                    r = None
-                else:
-                    r = Response(s, r)
-                out.append(r)
-
-            self._response = out
-
-        return self._response
-
-
-__all__ = ["Q"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
deleted file mode 100644
index a497ed5b2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
+++ /dev/null
@@ -1,139 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Callable, Dict
-from urllib.parse import parse_qs, urlencode, urlparse
-
-import requests
-
-
-class AWSV4Signer:
-    """
-    Generic AWS V4 Request Signer.
-    """
-
-    def __init__(self, credentials, region: str, service: str = "es") -> Any:  # type: ignore
-        if not credentials:
-            raise ValueError("Credentials cannot be empty")
-        self.credentials = credentials
-
-        if not region:
-            raise ValueError("Region cannot be empty")
-        self.region = region
-
-        if not service:
-            raise ValueError("Service name cannot be empty")
-        self.service = service
-
-    def sign(self, method: str, url: str, body: Any) -> Dict[str, str]:
-        """
-        This method signs the request and returns headers.
-        :param method: HTTP method
-        :param url: url
-        :param body: body
-        :return: headers
-        """
-
-        from botocore.auth import SigV4Auth
-        from botocore.awsrequest import AWSRequest
-
-        # create an AWS request object and sign it using SigV4Auth
-        aws_request = AWSRequest(method=method.upper(), url=url, data=body)
-
-        # credentials objects expose access_key, secret_key and token attributes
-        # via @property annotations that call _refresh() on every access,
-        # creating a race condition if the credentials expire before secret_key
-        # is called but after access_key- the end result is the access_key doesn't
-        # correspond to the secret_key used to sign the request. To avoid this,
-        # get_frozen_credentials() which returns non-refreshing credentials is
-        # called if it exists.
-        credentials = (
-            self.credentials.get_frozen_credentials()
-            if hasattr(self.credentials, "get_frozen_credentials")
-            and callable(self.credentials.get_frozen_credentials)
-            else self.credentials
-        )
-
-        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
-        sig_v4_auth.add_auth(aws_request)
-
-        # copy the headers from AWS request object into the prepared_request
-        headers = dict(aws_request.headers.items())
-        headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
-
-        return headers
-
-
-class RequestsAWSV4SignerAuth(requests.auth.AuthBase):
-    """
-    AWS V4 Request Signer for Requests.
-    """
-
-    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
-        self.signer = AWSV4Signer(credentials, region, service)
-        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
-
-    def __call__(self, request):  # type: ignore
-        return self._sign_request(request)  # type: ignore
-
-    def _sign_request(self, prepared_request):  # type: ignore
-        """
-        This method helps in signing the request by injecting the required headers.
-        :param prepared_request: unsigned request
-        :return: signed request
-        """
-
-        prepared_request.headers.update(
-            self.signer.sign(
-                prepared_request.method,
-                self._fetch_url(prepared_request),  # type: ignore
-                prepared_request.body,
-            )
-        )
-
-        return prepared_request
-
-    def _fetch_url(self, prepared_request):  # type: ignore
-        """
-        This is a util method that helps in reconstructing the request url.
-        :param prepared_request: unsigned request
-        :return: reconstructed url
-        """
-        url = urlparse(prepared_request.url)
-        path = url.path or "/"
-
-        # fetch the query string if present in the request
-        querystring = ""
-        if url.query:
-            querystring = "?" + urlencode(
-                parse_qs(url.query, keep_blank_values=True), doseq=True
-            )
-
-        # fetch the host information from headers
-        headers = dict(
-            (key.lower(), value) for key, value in prepared_request.headers.items()
-        )
-        location = headers.get("host") or url.netloc
-
-        # construct the url and return
-        return url.scheme + "://" + location + path + querystring
-
-
-# Deprecated: use RequestsAWSV4SignerAuth
-class AWSV4SignerAuth(RequestsAWSV4SignerAuth):
-    pass
-
-
-class Urllib3AWSV4SignerAuth(Callable):  # type: ignore
-    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
-        self.signer = AWSV4Signer(credentials, region, service)
-        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
-
-    def __call__(self, method: str, url: str, body: Any) -> Dict[str, str]:
-        return self.signer.sign(method, url, body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
deleted file mode 100644
index 6ad34b66d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
+++ /dev/null
@@ -1,114 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import os
-import time
-from typing import Any
-from unittest import SkipTest, TestCase
-
-import opensearchpy.client
-from opensearchpy import OpenSearch
-from opensearchpy.exceptions import ConnectionError
-
-OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
-
-
-def get_test_client(nowait: bool = False, **kwargs: Any) -> OpenSearch:
-    # construct kwargs from the environment
-    kw = {"timeout": 30}
-
-    if "PYTHON_CONNECTION_CLASS" in os.environ:
-        from opensearchpy import connection
-
-        kw["connection_class"] = getattr(
-            connection, os.environ["PYTHON_CONNECTION_CLASS"]
-        )
-
-    kw.update(kwargs)
-    client = OpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
-
-    # wait for yellow status
-    for _ in range(1 if nowait else 100):
-        try:
-            client.cluster.health(wait_for_status="yellow")
-            return client
-        except ConnectionError:
-            time.sleep(0.1)
-    else:
-        # timeout
-        raise SkipTest("OpenSearch failed to start.")
-
-
-class OpenSearchTestCase(TestCase):
-    client: Any
-
-    @staticmethod
-    def _get_client() -> OpenSearch:
-        return get_test_client()
-
-    @classmethod
-    def setup_class(cls) -> None:
-        cls.client = cls._get_client()
-
-    def teardown_method(self, _: Any) -> None:
-        # Hidden indices expanded in wildcards in OpenSearch 7.7
-        expand_wildcards = ["open", "closed"]
-        if self.opensearch_version() >= (1, 0):
-            expand_wildcards.append("hidden")
-
-        self.client.indices.delete(
-            index="*", ignore=404, expand_wildcards=expand_wildcards
-        )
-        self.client.indices.delete_template(name="*", ignore=404)
-
-    def opensearch_version(self) -> Any:
-        if not hasattr(self, "_opensearch_version"):
-            self._opensearch_version = opensearch_version(self.client)
-        return self._opensearch_version
-
-
-def _get_version(version_string: str) -> Any:
-    if "." not in version_string:
-        return ()
-    version = version_string.strip().split(".")
-    return tuple(int(v) if v.isdigit() else 999 for v in version)
-
-
-def opensearch_version(client: opensearchpy.client.OpenSearch) -> Any:
-    return _get_version(client.info()["version"]["number"])
-
-
-if "OPENSEARCH_VERSION" in os.environ:
-    OPENSEARCH_VERSION = _get_version(os.environ["OPENSEARCH_VERSION"])
-else:
-    client = OpenSearch(
-        OPENSEARCH_URL,
-        verify_certs=False,
-    )
-    OPENSEARCH_VERSION = opensearch_version(client)
-
-__all__ = ["OpenSearchTestCase"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
deleted file mode 100644
index 5eac0f519..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
+++ /dev/null
@@ -1,171 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from opensearchpy.connection.connections import get_connection
-
-from ..helpers.query import Bool, Q
-from ..helpers.search import ProxyDescriptor, QueryProxy, Request
-from .response import UpdateByQueryResponse
-from .utils import recursive_to_dict
-
-
-class UpdateByQuery(Request):
-    query = ProxyDescriptor("query")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Update by query request to opensearch.
-
-        :arg using: `OpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-
-        """
-        super(UpdateByQuery, self).__init__(**kwargs)
-        self._response_class = UpdateByQueryResponse
-        self._script: Any = {}
-        self._query_proxy = QueryProxy(self, "query")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `UpdateByQuery` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            ubq = UpdateByQuery.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "script": {...}
-            })
-            ubq = ubq.filter('term', published=True)
-        """
-        u = cls()
-        u.update_from_dict(d)
-        return u
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        ubq = super(UpdateByQuery, self)._clone()
-
-        ubq._response_class = self._response_class
-        ubq._script = self._script.copy()
-        ubq.query._proxied = self.query._proxied
-        return ubq
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        ubq = self._clone()
-        ubq._response_class = cls
-        return ubq
-
-    def update_from_dict(self, d: Any) -> "UpdateByQuery":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "script" in d:
-            self._script = d.pop("script")
-        self._extra.update(d)
-        return self
-
-    def script(self, **kwargs: Any) -> Any:
-        """
-        Define update action to take:
-
-        Note: the API only accepts a single script, so
-        calling the script multiple times will overwrite.
-
-        Example::
-
-            ubq = Search()
-            ubq = ubq.script(source="ctx._source.likes++"")
-            ubq = ubq.script(source="ctx._source.likes += params.f"",
-                         lang="expression",
-                         params={'f': 3})
-        """
-        ubq = self._clone()
-        if ubq._script:
-            ubq._script = {}
-        ubq._script.update(kwargs)
-        return ubq
-
-    def to_dict(self, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request'ubq body.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        if self._script:
-            d["script"] = self._script
-
-        d.update(recursive_to_dict(self._extra))
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    def execute(self) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-        """
-        opensearch = get_connection(self._using)
-
-        self._response = self._response_class(
-            self,
-            opensearch.update_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            ),
-        )
-        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
deleted file mode 100644
index cad415b94..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
+++ /dev/null
@@ -1,613 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from __future__ import unicode_literals
-
-import collections.abc as collections_abc
-from copy import copy
-from typing import Any, Callable, Dict, Optional, Tuple
-
-from six import add_metaclass, iteritems
-from six.moves import map
-
-from opensearchpy.exceptions import UnknownDslObject, ValidationException
-
-SKIP_VALUES: Tuple[str, None] = ("", None)
-EXPAND__TO_DOT = True
-
-DOC_META_FIELDS = frozenset(
-    (
-        "id",
-        "routing",
-    )
-)
-
-META_FIELDS = frozenset(
-    (
-        # OpenSearch metadata fields, except 'type'
-        "index",
-        "using",
-        "score",
-        "version",
-        "seq_no",
-        "primary_term",
-    )
-).union(DOC_META_FIELDS)
-
-
-def _wrap(val: Any, obj_wrapper: Optional[Callable[..., Any]] = None) -> Any:
-    if isinstance(val, collections_abc.Mapping):
-        return AttrDict(val) if obj_wrapper is None else obj_wrapper(val)
-    if isinstance(val, list):
-        return AttrList(val)
-    return val
-
-
-class AttrList(object):
-    def __init__(
-        self, p: Any, obj_wrapper: Optional[Callable[..., Any]] = None
-    ) -> None:
-        # make iterables into lists
-        if not isinstance(p, list):
-            p = list(p)
-        self._l_ = p
-        self._obj_wrapper = obj_wrapper
-
-    def __repr__(self) -> str:
-        return repr(self._l_)
-
-    def __eq__(self, other: Any) -> bool:
-        if isinstance(other, AttrList):
-            return bool(other._l_ == self._l_)
-        # make sure we still equal to a dict with the same data
-        return bool(other == self._l_)
-
-    def __ne__(self, other: Any) -> bool:
-        return bool(not self == other)
-
-    def __getitem__(self, k: Any) -> Any:
-        p = self._l_[k]
-        if isinstance(k, slice):
-            return AttrList(p, obj_wrapper=self._obj_wrapper)
-        return _wrap(p, self._obj_wrapper)
-
-    def __setitem__(self, k: Any, value: Any) -> None:
-        self._l_[k] = value
-
-    def __iter__(self) -> Any:
-        return map(lambda i: _wrap(i, self._obj_wrapper), self._l_)
-
-    def __len__(self) -> int:
-        return len(self._l_)
-
-    def __nonzero__(self) -> bool:
-        return bool(self._l_)
-
-    __bool__ = __nonzero__
-
-    def __getattr__(self, name: Any) -> Any:
-        return getattr(self._l_, name)
-
-    def __getstate__(self) -> Any:
-        return self._l_, self._obj_wrapper
-
-    def __setstate__(self, state: Any) -> None:
-        self._l_, self._obj_wrapper = state
-
-
-class AttrDict(object):
-    """
-    Helper class to provide attribute like access (read and write) to
-    dictionaries. Used to provide a convenient way to access both results and
-    nested dsl dicts.
-    """
-
-    def __init__(self, d: Any) -> None:
-        # assign the inner dict manually to prevent __setattr__ from firing
-        super(AttrDict, self).__setattr__("_d_", d)
-
-    def __contains__(self, key: Any) -> bool:
-        return key in self._d_
-
-    def __nonzero__(self) -> bool:
-        return bool(self._d_)
-
-    __bool__ = __nonzero__
-
-    def __dir__(self) -> Any:
-        # introspection for auto-complete in IPython etc
-        return list(self._d_.keys())
-
-    def __eq__(self, other: Any) -> bool:
-        if isinstance(other, AttrDict):
-            return bool(other._d_ == self._d_)
-        # make sure we still equal to a dict with the same data
-        return bool(other == self._d_)
-
-    def __ne__(self, other: Any) -> bool:
-        return bool(not self == other)
-
-    def __repr__(self) -> str:
-        r = repr(self._d_)
-        if len(r) > 60:
-            r = r[:60] + "...}"
-        return r
-
-    def __getstate__(self) -> Any:
-        return (self._d_,)
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("_d_", state[0])
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        try:
-            return self.__getitem__(attr_name)
-        except KeyError:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, attr_name
-                )
-            )
-
-    def get(self, key: Any, default: Any = None) -> Any:
-        try:
-            return self.__getattr__(key)  # pylint: disable=unnecessary-dunder-call
-        except AttributeError:
-            if default is not None:
-                return default
-            raise
-
-    def __delattr__(self, attr_name: Any) -> None:
-        try:
-            del self._d_[attr_name]
-        except KeyError:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, attr_name
-                )
-            )
-
-    def __getitem__(self, key: Any) -> Any:
-        return _wrap(self._d_[key])
-
-    def __setitem__(self, key: Any, value: Any) -> None:
-        self._d_[key] = value
-
-    def __delitem__(self, key: Any) -> None:
-        del self._d_[key]
-
-    def __setattr__(self, name: Any, value: Any) -> None:
-        if name in self._d_ or not hasattr(self.__class__, name):
-            self._d_[name] = value
-        else:
-            # there is an attribute on the class (could be property, ..) - don't add it as field
-            super(AttrDict, self).__setattr__(name, value)
-
-    def __iter__(self) -> Any:
-        return iter(self._d_)
-
-    def to_dict(self) -> Any:
-        return self._d_
-
-
-class DslMeta(type):
-    """
-    Base Metaclass for DslBase subclasses that builds a registry of all classes
-    for given DslBase subclass (== all the query types for the Query subclass
-    of DslBase).
-
-    It then uses the information from that registry (as well as `name` and
-    `shortcut` attributes from the base class) to construct any subclass based
-    on its name.
-
-    For typical use see `QueryMeta` and `Query` in `opensearchpy.query`.
-    """
-
-    _types: Dict[str, Any] = {}
-
-    def __init__(cls: Any, name: str, bases: Any, attrs: Any) -> None:
-        # TODO: why is it calling itself?!
-        super(DslMeta, cls).__init__(name, bases, attrs)
-        # skip for DslBase
-        if not hasattr(cls, "_type_shortcut"):
-            return
-        if cls.name is None:
-            # abstract base class, register its shortcut
-            cls._types[cls._type_name] = cls._type_shortcut
-            # and create a registry for subclasses
-            if not hasattr(cls, "_classes"):
-                cls._classes = {}
-        elif cls.name not in cls._classes:
-            # normal class, register it
-            cls._classes[cls.name] = cls
-
-    @classmethod
-    def get_dsl_type(cls, name: Any) -> Any:
-        try:
-            return cls._types[name]
-        except KeyError:
-            raise UnknownDslObject("DSL type %s does not exist." % name)
-
-
-@add_metaclass(DslMeta)
-class DslBase(object):
-    """
-    Base class for all DSL objects - queries, filters, aggregations etc. Wraps
-    a dictionary representing the object's json.
-
-    Provides several feature:
-        - attribute access to the wrapped dictionary (.field instead of ['field'])
-        - _clone method returning a copy of self
-        - to_dict method to serialize into dict (to be sent via opensearch-py)
-        - basic logical operators (&, | and ~) using a Bool(Filter|Query) TODO:
-          move into a class specific for Query/Filter
-        - respects the definition of the class and (de)serializes its
-          attributes based on the `_param_defs` definition (for example turning
-          all values in the `must` attribute into Query objects)
-    """
-
-    _param_defs: Dict[str, Any] = {}
-    _params: Dict[str, Any]
-
-    @classmethod
-    def get_dsl_class(cls: Any, name: Any, default: Optional[bool] = None) -> Any:
-        try:
-            return cls._classes[name]
-        except KeyError:
-            if default is not None:
-                return cls._classes[default]
-            raise UnknownDslObject(
-                "DSL class `{}` does not exist in {}.".format(name, cls._type_name)
-            )
-
-    def __init__(self, _expand__to_dot: Any = EXPAND__TO_DOT, **params: Any) -> None:
-        self._params = {}
-        for pname, pvalue in iteritems(params):
-            if "__" in pname and _expand__to_dot:
-                pname = pname.replace("__", ".")
-            self._setattr(pname, pvalue)
-
-    def _repr_params(self) -> str:
-        """Produce a repr of all our parameters to be used in __repr__."""
-        return ", ".join(
-            "{}={!r}".format(n.replace(".", "__"), v)
-            for (n, v) in sorted(iteritems(self._params))
-            # make sure we don't include empty typed params
-            if "type" not in self._param_defs.get(n, {}) or v
-        )
-
-    def __repr__(self) -> str:
-        return "{}({})".format(self.__class__.__name__, self._repr_params())
-
-    def __eq__(self, other: Any) -> bool:
-        return isinstance(other, self.__class__) and other.to_dict() == self.to_dict()
-
-    def __ne__(self, other: Any) -> bool:
-        return not self == other
-
-    def __setattr__(self, name: str, value: Any) -> None:
-        if name.startswith("_"):
-            return super(DslBase, self).__setattr__(name, value)
-        return self._setattr(name, value)
-
-    def _setattr(self, name: Any, value: Any) -> None:
-        # if this attribute has special type assigned to it...
-        if name in self._param_defs:
-            pinfo = self._param_defs[name]
-
-            if "type" in pinfo:
-                # get the shortcut used to construct this type (query.Q, aggs.A, etc)
-                shortcut = self.__class__.get_dsl_type(pinfo["type"])
-
-                # list of dict(name -> DslBase)
-                if pinfo.get("multi") and pinfo.get("hash"):
-                    if not isinstance(value, (tuple, list)):
-                        value = (value,)
-                    value = list(
-                        {k: shortcut(v) for (k, v) in iteritems(obj)} for obj in value
-                    )
-                elif pinfo.get("multi"):
-                    if not isinstance(value, (tuple, list)):
-                        value = (value,)
-                    value = list(map(shortcut, value))
-
-                # dict(name -> DslBase), make sure we pickup all the objs
-                elif pinfo.get("hash"):
-                    value = {k: shortcut(v) for (k, v) in iteritems(value)}
-
-                # single value object, just convert
-                else:
-                    value = shortcut(value)
-        self._params[name] = value
-
-    def __getattr__(self, name: str) -> Any:
-        if name.startswith("_"):
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, name
-                )
-            )
-
-        value = None
-        try:
-            value = self._params[name]
-        except KeyError:
-            # compound types should never throw AttributeError and return empty
-            # container instead
-            if name in self._param_defs:
-                pinfo = self._param_defs[name]
-                if pinfo.get("multi"):
-                    value = self._params.setdefault(name, [])
-                elif pinfo.get("hash"):
-                    value = self._params.setdefault(name, {})
-        if value is None:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, name
-                )
-            )
-
-        # wrap nested dicts in AttrDict for convenient access
-        if isinstance(value, collections_abc.Mapping):
-            return AttrDict(value)
-        return value
-
-    def to_dict(self) -> Any:
-        """
-        Serialize the DSL object to plain dict
-        """
-        d = {}
-        for pname, value in iteritems(self._params):
-            pinfo = self._param_defs.get(pname)
-
-            # typed param
-            if pinfo and "type" in pinfo:
-                # don't serialize empty lists and dicts for typed fields
-                if value in ({}, []):
-                    continue
-
-                # list of dict(name -> DslBase)
-                if pinfo.get("multi") and pinfo.get("hash"):
-                    value = list(
-                        {k: v.to_dict() for k, v in iteritems(obj)} for obj in value
-                    )
-
-                # multi-values are serialized as list of dicts
-                elif pinfo.get("multi"):
-                    value = list(map(lambda x: x.to_dict(), value))
-
-                # squash all the hash values into one dict
-                elif pinfo.get("hash"):
-                    value = {k: v.to_dict() for k, v in iteritems(value)}
-
-                # serialize single values
-                else:
-                    value = value.to_dict()
-
-            # serialize anything with to_dict method
-            elif hasattr(value, "to_dict"):
-                value = value.to_dict()
-
-            d[pname] = value
-        return {self.name: d}
-
-    def _clone(self) -> Any:
-        c = self.__class__()
-        for attr in self._params:
-            c._params[attr] = copy(self._params[attr])
-        return c
-
-
-class HitMeta(AttrDict):
-    def __init__(
-        self, document: Dict[str, Any], exclude: Any = ("_source", "_fields")
-    ) -> None:
-        d = {
-            k[1:] if k.startswith("_") else k: v
-            for (k, v) in iteritems(document)
-            if k not in exclude
-        }
-        if "type" in d:
-            # make sure we are consistent everywhere in python
-            d["doc_type"] = d.pop("type")
-        super(HitMeta, self).__init__(d)
-
-
-class ObjectBase(AttrDict):
-    _doc_type: Any
-
-    def __init__(self, meta: Any = None, **kwargs: Any) -> None:
-        meta = meta or {}
-        for k in list(kwargs):
-            if k.startswith("_") and k[1:] in META_FIELDS:
-                meta[k] = kwargs.pop(k)
-
-        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
-
-        super(ObjectBase, self).__init__(kwargs)
-
-    @classmethod
-    def __list_fields(cls: Any) -> Any:
-        """
-        Get all the fields defined for our class, if we have an Index, try
-        looking at the index mappings as well, mark the fields from Index as
-        optional.
-        """
-        for name in cls._doc_type.mapping:
-            field = cls._doc_type.mapping[name]
-            yield name, field, False
-
-        if hasattr(cls.__class__, "_index"):
-            if not cls._index._mapping:
-                return
-            for name in cls._index._mapping:
-                # don't return fields that are in _doc_type
-                if name in cls._doc_type.mapping:
-                    continue
-                field = cls._index._mapping[name]
-                yield name, field, True
-
-    @classmethod
-    def __get_field(cls: Any, name: Any) -> Any:
-        try:
-            return cls._doc_type.mapping[name]
-        except KeyError:
-            # fallback to fields on the Index
-            if hasattr(cls, "_index") and cls._index._mapping:
-                try:
-                    return cls._index._mapping[name]
-                except KeyError:
-                    pass
-
-    @classmethod
-    def from_opensearch(cls: Any, hit: Any) -> Any:
-        meta = hit.copy()
-        data = meta.pop("_source", {})
-        doc = cls(meta=meta)
-        doc._from_dict(data)
-        return doc
-
-    def _from_dict(self, data: Any) -> None:
-        for k, v in iteritems(data):
-            f = self.__get_field(k)
-            if f and f._coerce:
-                v = f.deserialize(v)
-            setattr(self, k, v)
-
-    def __getstate__(self) -> Any:
-        return self.to_dict(), self.meta._d_
-
-    def __setstate__(self, state: Any) -> None:
-        data, meta = state
-        super(AttrDict, self).__setattr__("_d_", {})
-        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
-        self._from_dict(data)
-
-    def __getattr__(self, name: Any) -> Any:
-        try:
-            return super(ObjectBase, self).__getattr__(name)
-        except AttributeError:
-            f = self.__get_field(name)
-            if hasattr(f, "empty"):
-                value = f.empty()
-                if value not in SKIP_VALUES:
-                    setattr(self, name, value)
-                    value = getattr(self, name)
-                return value
-            raise
-
-    def to_dict(self, skip_empty: Optional[bool] = True) -> Any:
-        out = {}
-        for k, v in iteritems(self._d_):
-            # if this is a mapped field,
-            f = self.__get_field(k)
-            if f and f._coerce:
-                v = f.serialize(v)
-
-            # if someone assigned AttrList, unwrap it
-            if isinstance(v, AttrList):
-                v = v._l_
-
-            if skip_empty:
-                # don't serialize empty values
-                # careful not to include numeric zeros
-                if v in ([], {}, None):
-                    continue
-
-            out[k] = v
-        return out
-
-    def clean_fields(self) -> None:
-        errors: Dict[str, Any] = {}
-        for name, field, optional in self.__list_fields():
-            data = self._d_.get(name, None)
-            if data is None and optional:
-                continue
-            try:
-                # save the cleaned value
-                data = field.clean(data)
-            except ValidationException as e:
-                errors.setdefault(name, []).append(e)
-
-            if name in self._d_ or data not in ([], {}, None):
-                self._d_[name] = data
-
-        if errors:
-            raise ValidationException(errors)
-
-    def clean(self) -> None:
-        pass
-
-    def full_clean(self) -> None:
-        self.clean_fields()
-        self.clean()
-
-
-def merge(data: Any, new_data: Any, raise_on_conflict: bool = False) -> None:
-    if not (
-        isinstance(data, (AttrDict, collections_abc.Mapping))
-        and isinstance(new_data, (AttrDict, collections_abc.Mapping))
-    ):
-        raise ValueError(
-            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
-                data, new_data
-            )
-        )
-
-    if not isinstance(new_data, Dict):
-        raise ValueError(
-            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
-                data, new_data
-            )
-        )
-
-    for key, value in iteritems(new_data):
-        if (
-            key in data
-            and isinstance(data[key], (AttrDict, collections_abc.Mapping))
-            and isinstance(value, (AttrDict, collections_abc.Mapping))
-        ):
-            merge(data[key], value, raise_on_conflict)
-        elif key in data and data[key] != value and raise_on_conflict:
-            raise ValueError("Incompatible data for key %r, cannot be merged." % key)
-        else:
-            data[key] = value  # type: ignore
-
-
-def recursive_to_dict(data: Any) -> Any:
-    """Recursively transform objects that potentially have .to_dict()
-    into dictionary literals by traversing AttrList, AttrDict, list,
-    tuple, and Mapping types.
-    """
-    if isinstance(data, AttrList):
-        data = list(data._l_)
-    elif hasattr(data, "to_dict"):
-        data = data.to_dict()
-    if isinstance(data, (list, tuple)):
-        return type(data)(recursive_to_dict(inner) for inner in data)
-    elif isinstance(data, collections_abc.Mapping):
-        return {key: recursive_to_dict(val) for key, val in data.items()}
-    return data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
deleted file mode 100644
index e8af30e92..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
+++ /dev/null
@@ -1,91 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import operator
-from typing import Any
-
-from six import iteritems, string_types
-
-from .utils import AttrDict
-
-
-class Range(AttrDict):
-    OPS = {
-        "lt": operator.lt,
-        "lte": operator.le,
-        "gt": operator.gt,
-        "gte": operator.ge,
-    }
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        if args and (len(args) > 1 or kwargs or not isinstance(args[0], dict)):
-            raise ValueError(
-                "Range accepts a single dictionary or a set of keyword arguments."
-            )
-        data = args[0] if args else kwargs
-
-        for k in data:
-            if k not in self.OPS:
-                raise ValueError("Range received an unknown operator %r" % k)
-
-        if "gt" in data and "gte" in data:
-            raise ValueError("You cannot specify both gt and gte for Range.")
-
-        if "lt" in data and "lte" in data:
-            raise ValueError("You cannot specify both lt and lte for Range.")
-
-        super(Range, self).__init__(args[0] if args else kwargs)
-
-    def __repr__(self) -> str:
-        return "Range(%s)" % ", ".join("%s=%r" % op for op in iteritems(self._d_))
-
-    def __contains__(self, item: Any) -> bool:
-        if isinstance(item, string_types):
-            return super(Range, self).__contains__(item)
-
-        for op in self.OPS:
-            if op in self._d_ and not self.OPS[op](item, self._d_[op]):
-                return False
-        return True
-
-    @property
-    def upper(self) -> Any:
-        if "lt" in self._d_:
-            return self._d_["lt"], False
-        if "lte" in self._d_:
-            return self._d_["lte"], True
-        return None, False
-
-    @property
-    def lower(self) -> Any:
-        if "gt" in self._d_:
-            return self._d_["gt"], False
-        if "gte" in self._d_:
-            return self._d_["gte"], True
-        return None, False
-
-
-__all__ = ["Range"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
deleted file mode 100644
index 2d0e0d11c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
+++ /dev/null
@@ -1,18 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from .metrics import Metrics
-from .metrics_events import MetricsEvents
-from .metrics_none import MetricsNone
-
-__all__ = [
-    "Metrics",
-    "MetricsEvents",
-    "MetricsNone",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
deleted file mode 100644
index 8764976c4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from abc import ABC, abstractmethod
-from typing import Optional
-
-
-class Metrics(ABC):
-    """
-    The Metrics class defines methods and properties for managing
-    request metrics, including start time, end time, and service time,
-    serving as a blueprint for concrete implementations.
-    """
-
-    @abstractmethod
-    def request_start(self) -> None:
-        pass
-
-    @abstractmethod
-    def request_end(self) -> None:
-        pass
-
-    @property
-    @abstractmethod
-    def start_time(self) -> Optional[float]:
-        pass
-
-    @property
-    @abstractmethod
-    def end_time(self) -> Optional[float]:
-        pass
-
-    @property
-    @abstractmethod
-    def service_time(self) -> Optional[float]:
-        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
deleted file mode 100644
index 994d5b10e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
+++ /dev/null
@@ -1,61 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import time
-from typing import Optional
-
-from events import Events
-
-from opensearchpy.metrics.metrics import Metrics
-
-
-class MetricsEvents(Metrics):
-    """
-    The MetricsEvents class implements the Metrics abstract base class
-    and tracks metrics such as start time, end time, and service time
-    during request processing.
-    """
-
-    @property
-    def start_time(self) -> Optional[float]:
-        return self._start_time
-
-    @property
-    def end_time(self) -> Optional[float]:
-        return self._end_time
-
-    @property
-    def service_time(self) -> Optional[float]:
-        return self._service_time
-
-    def __init__(self) -> None:
-        self.events = Events()
-        self._start_time: Optional[float] = None
-        self._end_time: Optional[float] = None
-        self._service_time: Optional[float] = None
-
-        # Subscribe to the request_start and request_end events
-        self.events.request_start += self._on_request_start
-        self.events.request_end += self._on_request_end
-
-    def request_start(self) -> None:
-        self.events.request_start()
-
-    def _on_request_start(self) -> None:
-        self._start_time = time.perf_counter()
-        self._end_time = None
-        self._service_time = None
-
-    def request_end(self) -> None:
-        self.events.request_end()
-
-    def _on_request_end(self) -> None:
-        self._end_time = time.perf_counter()
-        if self._start_time is not None:
-            self._service_time = self._end_time - self._start_time
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
deleted file mode 100644
index bbc7b335b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
+++ /dev/null
@@ -1,47 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Optional
-
-from opensearchpy.metrics.metrics import Metrics
-
-
-class MetricsNone(Metrics):
-    """
-    Default metrics class. It sets the start time, end time, and service time to None.
-    """
-
-    @property
-    def start_time(self) -> Optional[float]:
-        return self._start_time
-
-    @property
-    def end_time(self) -> Optional[float]:
-        return self._end_time
-
-    @property
-    def service_time(self) -> Optional[float]:
-        return self._service_time
-
-    def __init__(self) -> None:
-        self._start_time: Optional[float] = None
-        self._end_time: Optional[float] = None
-        self._service_time: Optional[float] = None
-
-    # request_start and request_end are placeholders,
-    # not implementing actual metrics collection in this subclass.
-
-    def request_start(self) -> None:
-        self._start_time = None
-        self._end_time = None
-        self._service_time = None
-
-    def request_end(self) -> None:
-        self._end_time = None
-        self._service_time = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
deleted file mode 100644
index c812025a7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
+++ /dev/null
@@ -1,227 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import NamespacedClient, _make_path, query_params
-
-
-class AlertingClient(NamespacedClient):
-    @query_params()
-    def search_monitor(self, body: Any, params: Any = None, headers: Any = None) -> Any:
-        """
-        Returns the search result for a monitor.
-
-        :arg monitor_id: The configuration for the monitor we are trying to search
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def get_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Returns the details of a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to fetch
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("dryrun")
-    def run_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Runs/Executes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to execute
-        :arg dryrun: Shows the results of a run without actions sending any message
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def create_monitor(
-        self, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates a monitor with inputs, triggers, and actions.
-
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def update_monitor(
-        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates a monitor's inputs, triggers, and actions.
-
-        :arg monitor_id: The id of the monitor we are trying to update
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def delete_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to delete
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def get_destination(
-        self, destination_id: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Returns the details of a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
-        """
-        return self.transport.perform_request(
-            "GET",
-            (
-                _make_path("_plugins", "_alerting", "destinations", destination_id)
-                if destination_id
-                else _make_path("_plugins", "_alerting", "destinations")
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def create_destination(
-        self, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates a destination for slack, mail, or custom-webhook.
-
-        :arg body: The configuration for the destination
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "destinations"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def update_destination(
-        self,
-        destination_id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a destination's inputs, triggers, and actions.
-
-        :arg destination_id: The id of the destination we are trying to update
-        :arg body: The configuration for the destination
-        """
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def delete_destination(
-        self, destination_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to delete
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def get_alerts(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Returns all alerts.
-
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "alerts"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def acknowledge_alert(
-        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Acknowledges an alert.
-
-        :arg monitor_id: The id of the monitor, the alert belongs to
-        :arg body: The alerts to be acknowledged
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins",
-                "_alerting",
-                "monitors",
-                monitor_id,
-                "_acknowledge",
-                "alerts",
-            ),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
deleted file mode 100644
index 2d3551abb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
+++ /dev/null
@@ -1,167 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndexManagementClient(NamespacedClient):
-    @query_params()
-    def put_policy(
-        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates, or updates, a policy.
-
-        :arg policy: The name of the policy
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def add_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Adds a policy to an index. This operation does not change the policy if the index already has one.
-
-        :arg index: The name of the index to add policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "add", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def get_policy(
-        self, policy: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
-
-        :arg policy: The name of the policy
-        """
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def remove_policy_from_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Removes any ISM policy from the index.
-
-        :arg index: The name of the index to remove policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "remove", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def change_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates the managed index policy to a new policy (or to a new version of the policy).
-
-        :arg index: The name of the index to change policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "change_policy", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def retry(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Retries the failed action for an index.
-
-        :arg index: The name of the index whose is in a failed state
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "retry", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("show_policy")
-    def explain_index(self, index: Any, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets the current state of the index.
-
-        :arg index: The name of the index to explain
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "explain", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def delete_policy(
-        self, policy: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes the policy by `policy_id`.
-
-        :arg policy: The name of the policy to delete
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
deleted file mode 100644
index 992180cd5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
+++ /dev/null
@@ -1,373 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class KnnClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to delete a particular model in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to retrieve information about models present in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    def search_models(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Use an OpenSearch query to search for models in the index.
-
-
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg allow_partial_search_results: Indicate if an error should
-            be returned if there is a partial search failure or timeout. Default is
-            True.
-        :arg analyze_wildcard: Specify whether wildcard and prefix
-            queries should be analyzed. Default is false.
-        :arg analyzer: The analyzer to use for the query string.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node. This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: Indicates whether network round-
-            trips should be minimized as part of cross-cluster search requests
-            execution. Default is True.
-        :arg default_operator: The default operator for query string
-            query (AND or OR). Valid choices are AND, OR.
-        :arg df: The field to use as default where no field prefix is
-            given in the query string.
-        :arg docvalue_fields: Comma-separated list of fields to return
-            as the docvalue representation of a field for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg explain: Specify whether to return detailed information
-            about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg lenient: Specify whether format-based query failures (such
-            as providing text to a numeric field) should be ignored.
-        :arg max_concurrent_shard_requests: The number of concurrent
-            shard requests per node this search executes concurrently. This value
-            should be used to limit the impact of the search on the cluster in order
-            to limit the number of concurrent shard requests. Default is 5.
-        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
-            round-trip to prefilter search shards based on query rewriting if the
-            number of shards the search request expands to exceeds the threshold.
-            This filter round-trip can limit the number of shards significantly if
-            for instance a shard can not match any documents based on its rewrite
-            method ie. if date filters are mandatory to match but the shard bounds
-            and the query are disjoint.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg request_cache: Specify if request cache should be used for
-            this request or not, defaults to index level setting.
-        :arg rest_total_hits_as_int: Indicates whether hits.total should
-            be rendered as an integer or an object in the rest search response.
-            Default is false.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg scroll: Specify how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg search_type: Search operation type. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg seq_no_primary_term: Specify whether to return sequence
-            number and primary term of the last modification of each hit.
-        :arg size: Number of hits to return. Default is 10.
-        :arg sort: Comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific 'tag' of the request for logging and
-            statistical purposes.
-        :arg stored_fields: Comma-separated list of stored fields to
-            return.
-        :arg suggest_field: Specify which field to use for suggestions.
-        :arg suggest_mode: Specify suggest mode. Valid choices are
-            missing, popular, always.
-        :arg suggest_size: How many suggestions to return in response.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.
-        :arg terminate_after: The maximum number of documents to collect
-            for each shard, upon reaching which the query execution will terminate
-            early.
-        :arg timeout: Operation timeout.
-        :arg track_scores: Whether to calculate and return scores even
-            if they are not used for sorting.
-        :arg track_total_hits: Indicate if the number of documents that
-            match the query should be tracked.
-        :arg typed_keys: Specify whether aggregation and suggester names
-            should be prefixed by their respective types in the response.
-        :arg version: Whether to return document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_knn/models/_search",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def stats(
-        self,
-        node_id: Any = None,
-        stat: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides information about the current status of the k-NN plugin.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg stat: Comma-separated list of stats to retrieve; use `_all`
-            or empty string to retrieve all stats.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", node_id, "stats", stat),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "preference", "pretty", "source"
-    )
-    def train_model(
-        self,
-        body: Any,
-        model_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create and train a model that can be used for initializing k-NN native library
-        indexes during indexing.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Preferred node to execute training.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_knn", "models", model_id, "_train"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def warmup(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Preloads native library files into memory, reducing initial search latency for
-        specified indexes.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "warmup", index),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
deleted file mode 100644
index ed1e4f1a8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
+++ /dev/null
@@ -1,351 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class NotificationsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a channel configuration.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "config_id",
-        "config_id_list",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def delete_configs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete multiple channel configurations.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg config_id_list: A comma-separated list of channel IDs to
-            delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a specific channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "chime.url",
-        "chime.url.keyword",
-        "config_type",
-        "created_time_ms",
-        "description",
-        "description.keyword",
-        "email.email_account_id",
-        "email.email_group_id_list",
-        "email.recipient_list.recipient",
-        "email.recipient_list.recipient.keyword",
-        "email_group.recipient_list.recipient",
-        "email_group.recipient_list.recipient.keyword",
-        "error_trace",
-        "filter_path",
-        "human",
-        "is_enabled",
-        "last_updated_time_ms",
-        "microsoft_teams.url",
-        "microsoft_teams.url.keyword",
-        "name",
-        "name.keyword",
-        "pretty",
-        "query",
-        "ses_account.from_address",
-        "ses_account.from_address.keyword",
-        "ses_account.region",
-        "ses_account.role_arn",
-        "ses_account.role_arn.keyword",
-        "slack.url",
-        "slack.url.keyword",
-        "smtp_account.from_address",
-        "smtp_account.from_address.keyword",
-        "smtp_account.host",
-        "smtp_account.host.keyword",
-        "smtp_account.method",
-        "sns.role_arn",
-        "sns.role_arn.keyword",
-        "sns.topic_arn",
-        "sns.topic_arn.keyword",
-        "source",
-        "text_query",
-        "webhook.url",
-        "webhook.url.keyword",
-    )
-    def get_configs(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get multiple channel configurations with filtering.
-
-
-        :arg config_type: Type of notification configuration. Valid
-            choices are slack, chime, microsoft_teams, webhook, email, sns,
-            ses_account, smtp_account, email_group.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_features(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List supported channel configurations.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_notifications/features", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def send_test(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Send a test notification.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "feature", "test", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_config(
-        self,
-        config_id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Update channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (config_id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_channels(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List created notification channels.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
deleted file mode 100644
index b33d8a009..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
+++ /dev/null
@@ -1,235 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class RollupsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a rollup's current status.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get an index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create or update index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Stop rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
deleted file mode 100644
index 9f8161edd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
+++ /dev/null
@@ -1,308 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TransformsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete an index transform.
-
-
-        :arg id: Transform to delete
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to explain
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def preview(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a preview of what a transformed index would look like.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create an index transform, or update a transform if if_seq_no and
-        if_primary_term are provided.
-
-
-        :arg id: Transform to create/update
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "from_",
-        "human",
-        "pretty",
-        "search",
-        "size",
-        "sortDirection",
-        "sortField",
-        "source",
-    )
-    def search(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the details of all transform jobs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: The starting transform to return. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search: The search term to use to filter results.
-        :arg size: Specifies the number of transforms to return. Default
-            is 10.
-        :arg sortDirection: Specifies the direction to sort results in.
-            Can be ASC or DESC. Default is ASC.
-        :arg sortField: The field to sort results with.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "GET", "/_plugins/_transform", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start transform.
-
-
-        :arg id: Transform to start
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        stop transform.
-
-
-        :arg id: Transform to stop
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
deleted file mode 100644
index e5c0a6c91..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
+++ /dev/null
@@ -1,215 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, Dict, Optional
-
-try:
-    import simplejson as json
-except ImportError:
-    import json  # type: ignore
-
-import uuid
-from datetime import date, datetime
-from decimal import Decimal
-
-from .compat import string_types
-from .exceptions import ImproperlyConfigured, SerializationError
-from .helpers.utils import AttrList
-
-INTEGER_TYPES = ()
-FLOAT_TYPES = (Decimal,)
-TIME_TYPES = (date, datetime)
-
-
-class Serializer(object):
-    mimetype: str = ""
-
-    def loads(self, s: str) -> Any:
-        raise NotImplementedError()
-
-    def dumps(self, data: Any) -> Any:
-        raise NotImplementedError()
-
-
-class TextSerializer(Serializer):
-    mimetype: str = "text/plain"
-
-    def loads(self, s: str) -> Any:
-        return s
-
-    def dumps(self, data: Any) -> Any:
-        if isinstance(data, string_types):
-            return data
-
-        raise SerializationError("Cannot serialize %r into text." % data)
-
-
-class JSONSerializer(Serializer):
-    mimetype: str = "application/json"
-
-    def default(self, data: Any) -> Any:
-        if isinstance(data, TIME_TYPES):
-            # Little hack to avoid importing pandas but to not
-            # return 'NaT' string for pd.NaT as that's not a valid
-            # date.
-            formatted_data = data.isoformat()
-            if formatted_data != "NaT":
-                return formatted_data
-
-        if isinstance(data, uuid.UUID):
-            return str(data)
-        elif isinstance(data, FLOAT_TYPES):
-            return float(data)
-        elif INTEGER_TYPES and isinstance(data, INTEGER_TYPES):
-            return int(data)
-
-        # Special cases for numpy and pandas types
-        # These are expensive to import so we try them last.
-        try:
-            import numpy as np
-
-            if isinstance(
-                data,
-                (
-                    np.int_,
-                    np.intc,
-                    np.int8,
-                    np.int16,
-                    np.int32,
-                    np.int64,
-                    np.uint8,
-                    np.uint16,
-                    np.uint32,
-                    np.uint64,
-                ),
-            ):
-                return int(data)
-            elif isinstance(
-                data,
-                (
-                    np.float_,
-                    np.float16,
-                    np.float32,
-                    np.float64,
-                ),
-            ):
-                return float(data)
-            elif isinstance(data, np.bool_):
-                return bool(data)
-            elif isinstance(data, np.datetime64):
-                return data.item().isoformat()
-            elif isinstance(data, np.ndarray):
-                return data.tolist()
-        except ImportError:
-            pass
-
-        try:
-            import pandas as pd
-
-            if isinstance(data, (pd.Series, pd.Categorical)):
-                return data.tolist()
-            elif isinstance(data, pd.Timestamp) and data is not getattr(
-                pd, "NaT", None
-            ):
-                return data.isoformat()
-            elif data is getattr(pd, "NA", None):
-                return None
-        except ImportError:
-            pass
-
-        raise TypeError("Unable to serialize %r (type: %s)" % (data, type(data)))
-
-    def loads(self, s: str) -> Any:
-        try:
-            return json.loads(s)
-        except (ValueError, TypeError) as e:
-            raise SerializationError(s, e)
-
-    def dumps(self, data: Any) -> Any:
-        # don't serialize strings
-        if isinstance(data, string_types):
-            return data
-
-        try:
-            return json.dumps(
-                data, default=self.default, ensure_ascii=False, separators=(",", ":")
-            )
-        except (ValueError, TypeError) as e:
-            raise SerializationError(data, e)
-
-
-DEFAULT_SERIALIZERS: Dict[str, Serializer] = {
-    JSONSerializer.mimetype: JSONSerializer(),
-    TextSerializer.mimetype: TextSerializer(),
-}
-
-
-class Deserializer(object):
-    def __init__(
-        self,
-        serializers: Dict[str, Serializer],
-        default_mimetype: str = "application/json",
-    ) -> None:
-        try:
-            self.default = serializers[default_mimetype]
-        except KeyError:
-            raise ImproperlyConfigured(
-                "Cannot find default serializer (%s)" % default_mimetype
-            )
-        self.serializers = serializers
-
-    def loads(self, s: str, mimetype: Optional[str] = None) -> Any:
-        if not mimetype:
-            deserializer = self.default
-        else:
-            # Treat 'application/vnd.elasticsearch+json'
-            # as application/json for compatibility.
-            if mimetype == "application/vnd.elasticsearch+json":
-                mimetype = "application/json"
-
-            # split out charset
-            mimetype, _, _ = mimetype.partition(";")
-            try:
-                deserializer = self.serializers[mimetype]
-            except KeyError:
-                raise SerializationError(
-                    "Unknown mimetype, unable to deserialize: %s" % mimetype
-                )
-
-        return deserializer.loads(s)
-
-
-class AttrJSONSerializer(JSONSerializer):
-    def default(self, data: Any) -> Any:
-        if isinstance(data, AttrList):
-            return data._l_
-        if hasattr(data, "to_dict"):
-            return data.to_dict()
-        return super(AttrJSONSerializer, self).default(data)
-
-
-serializer = AttrJSONSerializer()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
deleted file mode 100644
index 5c7e62978..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
+++ /dev/null
@@ -1,514 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import time
-from itertools import chain
-from typing import Any, Callable, Collection, Dict, List, Mapping, Optional, Type, Union
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from .connection import Connection, Urllib3HttpConnection
-from .connection_pool import ConnectionPool, DummyConnectionPool, EmptyConnectionPool
-from .exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    SerializationError,
-    TransportError,
-)
-from .serializer import DEFAULT_SERIALIZERS, Deserializer, JSONSerializer, Serializer
-
-
-def get_host_info(
-    node_info: Dict[str, Any], host: Optional[Dict[str, Any]]
-) -> Optional[Dict[str, Any]]:
-    """
-    Simple callback that takes the node info from `/_cluster/nodes` and a
-    parsed connection information and return the connection information. If
-    `None` is returned this node will be skipped.
-
-    Useful for filtering nodes (by proximity for example) or if additional
-    information needs to be provided for the :class:`~opensearchpy.Connection`
-    class. By default cluster_manager only nodes are filtered out since they shouldn't
-    typically be used for API operations.
-
-    :arg node_info: node information from `/_cluster/nodes`
-    :arg host: connection information (host, port) extracted from the node info
-    """
-    # ignore cluster_manager only nodes
-    if node_info.get("roles", []) == ["cluster_manager"]:
-        return None
-    return host
-
-
-class Transport(object):
-    """
-    Encapsulation of transport-related to logic. Handles instantiation of the
-    individual connections as well as creating a connection pool to hold them.
-
-    Main interface is the `perform_request` method.
-    """
-
-    DEFAULT_CONNECTION_CLASS: Type[Connection] = Urllib3HttpConnection
-
-    connection_pool: Any
-    deserializer: Deserializer
-
-    max_retries: int
-    retry_on_timeout: bool
-    retry_on_status: Collection[int]
-    send_get_body_as: str
-    serializer: Serializer
-    connection_pool_class: Any
-    connection_class: Type[Connection]
-    kwargs: Any
-    hosts: Any
-    seed_connections: List[Connection]
-    sniffer_timeout: Optional[float]
-    sniff_on_start: bool
-    sniff_on_connection_fail: bool
-    last_sniff: float
-    sniff_timeout: Optional[float]
-    host_info_callback: Any
-    metrics: Metrics
-
-    def __init__(
-        self,
-        hosts: Any,
-        connection_class: Optional[Type[Connection]] = None,
-        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
-        host_info_callback: Callable[
-            [Dict[str, Any], Optional[Dict[str, Any]]], Optional[Dict[str, Any]]
-        ] = get_host_info,
-        sniff_on_start: bool = False,
-        sniffer_timeout: Optional[float] = None,
-        sniff_timeout: float = 0.1,
-        sniff_on_connection_fail: bool = False,
-        serializer: Serializer = JSONSerializer(),
-        serializers: Optional[Mapping[str, Serializer]] = None,
-        default_mimetype: str = "application/json",
-        max_retries: int = 3,
-        pool_maxsize: Optional[int] = None,
-        retry_on_status: Collection[int] = (502, 503, 504),
-        retry_on_timeout: bool = False,
-        send_get_body_as: str = "GET",
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of dictionaries, each containing keyword arguments to
-            create a `connection_class` instance
-        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
-        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
-        :arg host_info_callback: callback responsible for taking the node information from
-            `/_cluster/nodes`, along with already extracted information, and
-            producing a list of arguments (same as `hosts` parameter)
-        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
-            from the cluster at startup time
-        :arg sniffer_timeout: number of seconds between automatic sniffs
-        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
-        :arg sniff_timeout: timeout used for the sniff request - it should be a
-            fast api call and we are talking potentially to more nodes so we want
-            to fail quickly. Not used during initial sniffing (if
-            ``sniff_on_start`` is on) when the connection still isn't
-            initialized.
-        :arg serializer: serializer instance
-        :arg serializers: optional dict of serializer instances that will be
-            used for deserializing data coming from the server. (key is the mimetype)
-        :arg default_mimetype: when no mimetype is specified by the server
-            response assume this mimetype, defaults to `'application/json'`
-        :arg max_retries: maximum number of retries before an exception is propagated
-        :arg retry_on_status: set of HTTP status codes on which we should retry
-            on a different node. defaults to ``(502, 503, 504)``
-        :arg retry_on_timeout: should timeout trigger a retry on different
-            node? (default `False`)
-        :arg send_get_body_as: for GET requests with body this option allows
-            you to specify an alternate way of execution for environments that
-            don't support passing bodies with GET requests. If you set this to
-            'POST' a POST method will be used instead, if to 'source' then the body
-            will be serialized and passed as a query parameter `source`.
-        :arg pool_maxsize: Maximum connection pool size used by pool-manager
-            For custom connection-pooling on current session
-        :arg metrics: metrics is an instance of a subclass of the
-            :class:`~opensearchpy.Metrics` class, used for collecting
-            and reporting metrics related to the client's operations;
-
-        Any extra keyword arguments will be passed to the `connection_class`
-        when creating and instance unless overridden by that connection's
-        options provided as part of the hosts parameter.
-        """
-        self.metrics = metrics
-        if connection_class is None:
-            connection_class = self.DEFAULT_CONNECTION_CLASS
-
-        # serialization config
-        _serializers = DEFAULT_SERIALIZERS.copy()
-        # if a serializer has been specified, use it for deserialization as well
-        _serializers[serializer.mimetype] = serializer
-        # if custom serializers map has been supplied, override the defaults with it
-        if serializers:
-            _serializers.update(serializers)
-        # create a deserializer with our config
-        self.deserializer = Deserializer(_serializers, default_mimetype)
-
-        self.max_retries = max_retries
-        self.pool_maxsize = pool_maxsize
-        self.retry_on_timeout = retry_on_timeout
-        self.retry_on_status = retry_on_status
-        self.send_get_body_as = send_get_body_as
-
-        # data serializer
-        self.serializer = serializer
-
-        # store all strategies...
-        self.connection_pool_class = connection_pool_class
-        self.connection_class = connection_class
-
-        # ...save kwargs to be passed to the connections
-        self.kwargs = kwargs
-        self.hosts = hosts
-
-        # Start with an empty pool specifically for `AsyncTransport`.
-        # It should never be used, will be replaced on first call to
-        # .set_connections()
-        self.connection_pool = EmptyConnectionPool()
-
-        if hosts:
-            # ...and instantiate them
-            self.set_connections(hosts)
-            # retain the original connection instances for sniffing
-            self.seed_connections = list(self.connection_pool.connections[:])
-        else:
-            self.seed_connections = []
-
-        # sniffing data
-        self.sniffer_timeout = sniffer_timeout
-        self.sniff_on_start = sniff_on_start
-        self.sniff_on_connection_fail = sniff_on_connection_fail
-        self.last_sniff = time.time()
-        self.sniff_timeout = sniff_timeout
-
-        # callback to construct host dict from data in /_cluster/nodes
-        self.host_info_callback = host_info_callback
-
-        if sniff_on_start:
-            self.sniff_hosts(True)
-
-    def add_connection(self, host: Any) -> None:
-        """
-        Create a new :class:`~opensearchpy.Connection` instance and add it to the pool.
-
-        :arg host: kwargs that will be used to create the instance
-        """
-        self.hosts.append(host)
-        self.set_connections(self.hosts)
-
-    def set_connections(self, hosts: Any) -> None:
-        """
-        Instantiate all the connections and create new connection pool to hold them.
-        Tries to identify unchanged hosts and re-use existing
-        :class:`~opensearchpy.Connection` instances.
-
-        :arg hosts: same as `__init__`
-        """
-
-        # construct the connections
-        def _create_connection(host: Any) -> Any:
-            # if this is not the initial setup look at the existing connection
-            # options and identify connections that haven't changed and can be
-            # kept around.
-            if hasattr(self, "connection_pool"):
-                for connection, old_host in self.connection_pool.connection_opts:
-                    if old_host == host:
-                        return connection
-
-            # previously unseen params, create new connection
-            kwargs = self.kwargs.copy()
-            kwargs.update(host)
-            if self.pool_maxsize and isinstance(self.pool_maxsize, int):
-                kwargs["pool_maxsize"] = self.pool_maxsize
-            return self.connection_class(metrics=self.metrics, **kwargs)
-
-        connections = list(zip(map(_create_connection, hosts), hosts))
-        if len(connections) == 1:
-            self.connection_pool = DummyConnectionPool(connections)
-        else:
-            # pass the hosts dicts to the connection pool to optionally extract parameters from
-            self.connection_pool = self.connection_pool_class(
-                connections, **self.kwargs
-            )
-
-    def get_connection(self) -> Any:
-        """
-        Retrieve a :class:`~opensearchpy.Connection` instance from the
-        :class:`~opensearchpy.ConnectionPool` instance.
-        """
-        if self.sniffer_timeout:
-            if time.time() >= self.last_sniff + self.sniffer_timeout:
-                self.sniff_hosts()
-        return self.connection_pool.get_connection()
-
-    def _get_sniff_data(self, initial: bool = False) -> Any:
-        """
-        Perform the request to get sniffing information. Returns a list of
-        dictionaries (one per node) containing all the information from the
-        cluster.
-
-        It also sets the last_sniff attribute in case of a successful attempt.
-
-        In rare cases it might be possible to override this method in your
-        custom Transport class to serve data from alternative source like
-        configuration management.
-        """
-        previous_sniff = self.last_sniff
-
-        try:
-            # reset last_sniff timestamp
-            self.last_sniff = time.time()
-            # go through all current connections as well as the
-            # seed_connections for good measure
-            for c in chain(self.connection_pool.connections, self.seed_connections):
-                try:
-                    # use small timeout for the sniffing request, should be a fast api call
-                    _, headers, node_info = c.perform_request(
-                        "GET",
-                        "/_nodes/_all/http",
-                        timeout=self.sniff_timeout if not initial else None,
-                    )
-
-                    # Lowercase all the header names for consistency in accessing them.
-                    headers = {
-                        header.lower(): value for header, value in headers.items()
-                    }
-
-                    node_info = self.deserializer.loads(
-                        node_info, headers.get("content-type")
-                    )
-                    break
-                except (ConnectionError, SerializationError):
-                    pass
-            else:
-                raise TransportError("N/A", "Unable to sniff hosts.")
-        except Exception:
-            # keep the previous value on error
-            self.last_sniff = previous_sniff
-            raise
-
-        return list(node_info["nodes"].values())
-
-    def _get_host_info(self, host_info: Any) -> Any:
-        host = {}
-        address = host_info.get("http", {}).get("publish_address")
-
-        # malformed or no address given
-        if not address or ":" not in address:
-            return None
-
-        if "/" in address:
-            # Support 7.x host/ip:port behavior where http.publish_host has been set.
-            fqdn, ipaddress = address.split("/", 1)
-            host["host"] = fqdn
-            _, host["port"] = ipaddress.rsplit(":", 1)
-            host["port"] = int(host["port"])
-
-        else:
-            host["host"], host["port"] = address.rsplit(":", 1)
-            host["port"] = int(host["port"])
-
-        return self.host_info_callback(host_info, host)
-
-    def sniff_hosts(self, initial: bool = False) -> Any:
-        """
-        Obtain a list of nodes from the cluster and create a new connection
-        pool using the information retrieved.
-
-        To extract the node connection parameters use the ``nodes_to_host_callback``.
-
-        :arg initial: flag indicating if this is during startup
-            (``sniff_on_start``), ignore the ``sniff_timeout`` if ``True``
-        """
-        node_info = self._get_sniff_data(initial)
-
-        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
-
-        # we weren't able to get any nodes or host_info_callback blocked all -
-        # raise error.
-        if not hosts:
-            raise TransportError(
-                "N/A", "Unable to sniff hosts - no viable hosts found."
-            )
-
-        self.set_connections(hosts)
-
-    def mark_dead(self, connection: Connection) -> None:
-        """
-        Mark a connection as dead (failed) in the connection pool. If sniffing
-        on failure is enabled this will initiate the sniffing process.
-
-        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
-        """
-        # mark as dead even when sniffing to avoid hitting this host during the sniff process
-        self.connection_pool.mark_dead(connection)
-        if self.sniff_on_connection_fail:
-            self.sniff_hosts()
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        """
-        Perform the actual request. Retrieve a connection from the connection
-        pool, pass all the information to its perform_request method and
-        return the data.
-
-        If an exception was raised, mark the connection as failed and retry (up
-        to `max_retries` times).
-
-        If the operation was successful and the connection used was previously
-        marked as dead, mark it as live, resetting its failure count.
-
-        :arg method: HTTP method to use
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        method, params, body, ignore, timeout = self._resolve_request_args(
-            method, params, body
-        )
-
-        for attempt in range(self.max_retries + 1):
-            connection = self.get_connection()
-
-            try:
-                status, headers_response, data = connection.perform_request(
-                    method,
-                    url,
-                    params,
-                    body,
-                    headers=headers,
-                    ignore=ignore,
-                    timeout=timeout,
-                )
-
-                # Lowercase all the header names for consistency in accessing them.
-                headers_response = {
-                    header.lower(): value for header, value in headers_response.items()
-                }
-
-            except TransportError as e:
-                if method == "HEAD" and e.status_code == 404:
-                    return False
-
-                retry = False
-                if isinstance(e, ConnectionTimeout):
-                    retry = self.retry_on_timeout
-                elif isinstance(e, ConnectionError):
-                    retry = True
-                elif e.status_code in self.retry_on_status:
-                    retry = True
-
-                if retry:
-                    try:
-                        # only mark as dead if we are retrying
-                        self.mark_dead(connection)
-                    except TransportError:
-                        # If sniffing on failure, it could fail too. Catch the
-                        # exception not to interrupt the retries.
-                        pass
-                    # raise exception on last retry
-                    if attempt == self.max_retries:
-                        raise e
-                else:
-                    raise e
-
-            else:
-                # connection didn't fail, confirm its live status
-                self.connection_pool.mark_live(connection)
-
-                if method == "HEAD":
-                    return 200 <= status < 300
-
-                if data:
-                    data = self.deserializer.loads(
-                        data, headers_response.get("content-type")
-                    )
-                return data
-
-    def close(self) -> Any:
-        """
-        Explicitly closes connections
-        """
-        return self.connection_pool.close()
-
-    def _resolve_request_args(self, method: str, params: Any, body: Any) -> Any:
-        """Resolves parameters for .perform_request()"""
-        if body is not None:
-            body = self.serializer.dumps(body)
-
-            # some clients or environments don't support sending GET with body
-            if method in ("HEAD", "GET") and self.send_get_body_as != "GET":
-                # send it as post instead
-                if self.send_get_body_as == "POST":
-                    method = "POST"
-
-                # or as source parameter
-                elif self.send_get_body_as == "source":
-                    if params is None:
-                        params = {}
-                    params["source"] = body
-                    body = None
-
-        if body is not None:
-            try:
-                body = body.encode("utf-8", "surrogatepass")
-            except (UnicodeDecodeError, AttributeError):
-                # bytes/str - no need to re-encode
-                pass
-
-        ignore = ()
-        timeout = None
-        if params:
-            timeout = params.pop("request_timeout", None)
-            if not timeout:
-                timeout = params.pop("timeout", None)
-            ignore = params.pop("ignore", ())
-            if isinstance(ignore, int):
-                ignore = (ignore,)
-
-        return method, params, body, ignore, timeout
-
-
-__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
deleted file mode 100644
index 1e65815cf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
+++ /dev/null
@@ -1,54 +0,0 @@
-Copyright 2017- Paul Ganssle <paul@ganssle.io>
-Copyright 2017- dateutil contributors (see AUTHORS file)
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-
-The above license applies to all contributions after 2017-12-01, as well as
-all contributions that have been re-licensed (see AUTHORS file for the list of
-contributors who have re-licensed their code).
---------------------------------------------------------------------------------
-dateutil - Extensions to the standard Python datetime module.
-
-Copyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>
-Copyright (c) 2012-2014 - Tomi Pieviläinen <tomi.pievilainen@iki.fi>
-Copyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>
-Copyright (c) 2015-     - Paul Ganssle <paul@ganssle.io>
-Copyright (c) 2015-     - dateutil contributors (see AUTHORS file)
-
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are met:
-
-    * Redistributions of source code must retain the above copyright notice,
-      this list of conditions and the following disclaimer.
-    * Redistributions in binary form must reproduce the above copyright notice,
-      this list of conditions and the following disclaimer in the documentation
-      and/or other materials provided with the distribution.
-    * Neither the name of the copyright holder nor the names of its
-      contributors may be used to endorse or promote products derived from
-      this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
-CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
-EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
-PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-The above BSD License Applies to all code, even that also covered by Apache 2.0.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
deleted file mode 100644
index 577f2bf2b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
+++ /dev/null
@@ -1,204 +0,0 @@
-Metadata-Version: 2.1
-Name: python-dateutil
-Version: 2.9.0.post0
-Summary: Extensions to the standard Python datetime module
-Home-page: https://github.com/dateutil/dateutil
-Author: Gustavo Niemeyer
-Author-email: gustavo@niemeyer.net
-Maintainer: Paul Ganssle
-Maintainer-email: dateutil@python.org
-License: Dual License
-Project-URL: Documentation, https://dateutil.readthedocs.io/en/stable/
-Project-URL: Source, https://github.com/dateutil/dateutil
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: BSD License
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 2.7
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.3
-Classifier: Programming Language :: Python :: 3.4
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: !=3.0.*,!=3.1.*,!=3.2.*,>=2.7
-Description-Content-Type: text/x-rst
-License-File: LICENSE
-Requires-Dist: six >=1.5
-
-dateutil - powerful extensions to datetime
-==========================================
-
-|pypi| |support| |licence|
-
-|gitter| |readthedocs|
-
-|travis| |appveyor| |pipelines| |coverage|
-
-.. |pypi| image:: https://img.shields.io/pypi/v/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: pypi version
-
-.. |support| image:: https://img.shields.io/pypi/pyversions/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: supported Python version
-
-.. |travis| image:: https://img.shields.io/travis/dateutil/dateutil/master.svg?style=flat-square&label=Travis%20Build
-    :target: https://travis-ci.org/dateutil/dateutil
-    :alt: travis build status
-
-.. |appveyor| image:: https://img.shields.io/appveyor/ci/dateutil/dateutil/master.svg?style=flat-square&logo=appveyor
-    :target: https://ci.appveyor.com/project/dateutil/dateutil
-    :alt: appveyor build status
-
-.. |pipelines| image:: https://dev.azure.com/pythondateutilazure/dateutil/_apis/build/status/dateutil.dateutil?branchName=master
-    :target: https://dev.azure.com/pythondateutilazure/dateutil/_build/latest?definitionId=1&branchName=master
-    :alt: azure pipelines build status
-
-.. |coverage| image:: https://codecov.io/gh/dateutil/dateutil/branch/master/graphs/badge.svg?branch=master
-    :target: https://codecov.io/gh/dateutil/dateutil?branch=master
-    :alt: Code coverage
-
-.. |gitter| image:: https://badges.gitter.im/dateutil/dateutil.svg
-   :alt: Join the chat at https://gitter.im/dateutil/dateutil
-   :target: https://gitter.im/dateutil/dateutil
-
-.. |licence| image:: https://img.shields.io/pypi/l/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: licence
-
-.. |readthedocs| image:: https://img.shields.io/readthedocs/dateutil/latest.svg?style=flat-square&label=Read%20the%20Docs
-   :alt: Read the documentation at https://dateutil.readthedocs.io/en/latest/
-   :target: https://dateutil.readthedocs.io/en/latest/
-
-The `dateutil` module provides powerful extensions to
-the standard `datetime` module, available in Python.
-
-Installation
-============
-`dateutil` can be installed from PyPI using `pip` (note that the package name is
-different from the importable name)::
-
-    pip install python-dateutil
-
-Download
-========
-dateutil is available on PyPI
-https://pypi.org/project/python-dateutil/
-
-The documentation is hosted at:
-https://dateutil.readthedocs.io/en/stable/
-
-Code
-====
-The code and issue tracker are hosted on GitHub:
-https://github.com/dateutil/dateutil/
-
-Features
-========
-
-* Computing of relative deltas (next month, next year,
-  next Monday, last week of month, etc);
-* Computing of relative deltas between two given
-  date and/or datetime objects;
-* Computing of dates based on very flexible recurrence rules,
-  using a superset of the `iCalendar <https://www.ietf.org/rfc/rfc2445.txt>`_
-  specification. Parsing of RFC strings is supported as well.
-* Generic parsing of dates in almost any string format;
-* Timezone (tzinfo) implementations for tzfile(5) format
-  files (/etc/localtime, /usr/share/zoneinfo, etc), TZ
-  environment string (in all known formats), iCalendar
-  format files, given ranges (with help from relative deltas),
-  local machine timezone, fixed offset timezone, UTC timezone,
-  and Windows registry-based time zones.
-* Internal up-to-date world timezone information based on
-  Olson's database.
-* Computing of Easter Sunday dates for any given year,
-  using Western, Orthodox or Julian algorithms;
-* A comprehensive test suite.
-
-Quick example
-=============
-Here's a snapshot, just to give an idea about the power of the
-package. For more examples, look at the documentation.
-
-Suppose you want to know how much time is left, in
-years/months/days/etc, before the next easter happening on a
-year with a Friday 13th in August, and you want to get today's
-date out of the "date" unix system command. Here is the code:
-
-.. code-block:: python3
-
-    >>> from dateutil.relativedelta import *
-    >>> from dateutil.easter import *
-    >>> from dateutil.rrule import *
-    >>> from dateutil.parser import *
-    >>> from datetime import *
-    >>> now = parse("Sat Oct 11 17:13:46 UTC 2003")
-    >>> today = now.date()
-    >>> year = rrule(YEARLY,dtstart=now,bymonth=8,bymonthday=13,byweekday=FR)[0].year
-    >>> rdelta = relativedelta(easter(year), today)
-    >>> print("Today is: %s" % today)
-    Today is: 2003-10-11
-    >>> print("Year with next Aug 13th on a Friday is: %s" % year)
-    Year with next Aug 13th on a Friday is: 2004
-    >>> print("How far is the Easter of that year: %s" % rdelta)
-    How far is the Easter of that year: relativedelta(months=+6)
-    >>> print("And the Easter of that year is: %s" % (today+rdelta))
-    And the Easter of that year is: 2004-04-11
-
-Being exactly 6 months ahead was **really** a coincidence :)
-
-Contributing
-============
-
-We welcome many types of contributions - bug reports, pull requests (code, infrastructure or documentation fixes). For more information about how to contribute to the project, see the ``CONTRIBUTING.md`` file in the repository.
-
-
-Author
-======
-The dateutil module was written by Gustavo Niemeyer <gustavo@niemeyer.net>
-in 2003.
-
-It is maintained by:
-
-* Gustavo Niemeyer <gustavo@niemeyer.net> 2003-2011
-* Tomi Pieviläinen <tomi.pievilainen@iki.fi> 2012-2014
-* Yaron de Leeuw <me@jarondl.net> 2014-2016
-* Paul Ganssle <paul@ganssle.io> 2015-
-
-Starting with version 2.4.1 and running until 2.8.2, all source and binary
-distributions will be signed by a PGP key that has, at the very least, been
-signed by the key which made the previous release. A table of release signing
-keys can be found below:
-
-===========  ============================
-Releases     Signing key fingerprint
-===========  ============================
-2.4.1-2.8.2  `6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB`_
-===========  ============================
-
-New releases *may* have signed tags, but binary and source distributions
-uploaded to PyPI will no longer have GPG signatures attached.
-
-Contact
-=======
-Our mailing list is available at `dateutil@python.org <https://mail.python.org/mailman/listinfo/dateutil>`_. As it is hosted by the PSF, it is subject to the `PSF code of
-conduct <https://www.python.org/psf/conduct/>`_.
-
-License
-=======
-
-All contributions after December 1, 2017 released under dual license - either `Apache 2.0 License <https://www.apache.org/licenses/LICENSE-2.0>`_ or the `BSD 3-Clause License <https://opensource.org/licenses/BSD-3-Clause>`_. Contributions before December 1, 2017 - except those those explicitly relicensed - are released only under the BSD 3-Clause License.
-
-
-.. _6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB:
-   https://pgp.mit.edu/pks/lookup?op=vindex&search=0xCD54FCE3D964BEFB
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
deleted file mode 100644
index 2b874cbef..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
+++ /dev/null
@@ -1,44 +0,0 @@
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-dateutil/tz/__pycache__/win.cpython-311.pyc,,
-dateutil/tz/_common.py,sha256=cgzDTANsOXvEc86cYF77EsliuSab8Puwpsl5-bX3_S4,12977
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-dateutil/tz/tz.py,sha256=EUnEdMfeThXiY6l4sh9yBabZ63_POzy01zSsh9thn1o,62855
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-dateutil/utils.py,sha256=dKCchEw8eObi0loGTx91unBxm_7UGlU3v_FjFMdqwYM,1965
-dateutil/zoneinfo/__init__.py,sha256=KYg0pthCMjcp5MXSEiBJn3nMjZeNZav7rlJw5-tz1S4,5889
-dateutil/zoneinfo/__pycache__/__init__.cpython-311.pyc,,
-dateutil/zoneinfo/__pycache__/rebuild.cpython-311.pyc,,
-dateutil/zoneinfo/dateutil-zoneinfo.tar.gz,sha256=0-pS57bpaN4NiE3xKIGTWW-pW4A9tPkqGCeac5gARHU,156400
-dateutil/zoneinfo/rebuild.py,sha256=MiqYzCIHvNbMH-LdRYLv-4T0EIA7hDKt5GLR0IRTLdI,2392
-python_dateutil-2.9.0.post0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-python_dateutil-2.9.0.post0.dist-info/LICENSE,sha256=ugD1Gg2SgjtaHN4n2LW50jIeZ-2NqbwWPv-W1eF-V34,2889
-python_dateutil-2.9.0.post0.dist-info/METADATA,sha256=qdQ22jIr6AgzL5jYgyWZjofLaTpniplp_rTPrXKabpM,8354
-python_dateutil-2.9.0.post0.dist-info/RECORD,,
-python_dateutil-2.9.0.post0.dist-info/WHEEL,sha256=-G_t0oGuE7UD0DrSpVZnq1hHMBV9DD2XkS5v7XpmTnk,110
-python_dateutil-2.9.0.post0.dist-info/top_level.txt,sha256=4tjdWkhRZvF7LA_BYe_L9gB2w_p2a-z5y6ArjaRkot8,9
-python_dateutil-2.9.0.post0.dist-info/zip-safe,sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs,1
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
deleted file mode 100644
index 4724c4573..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.42.0)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
deleted file mode 100644
index 66501480b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-dateutil
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
deleted file mode 100644
index 8b1378917..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
deleted file mode 100644
index 67db85882..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
+++ /dev/null
@@ -1,175 +0,0 @@
-
-                                 Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
-
-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-   1. Definitions.
-
-      "License" shall mean the terms and conditions for use, reproduction,
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-      outstanding shares, or (iii) beneficial ownership of such entity.
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-      the terms of any separate license agreement you may have executed
-      with Licensor regarding such Contributions.
-
-   6. Trademarks. This License does not grant permission to use the trade
-      names, trademarks, service marks, or product names of the Licensor,
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-      origin of the Work and reproducing the content of the NOTICE file.
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-      on Your own behalf and on Your sole responsibility, not on behalf
-      of any other Contributor, and only if You agree to indemnify,
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
deleted file mode 100644
index 72d9dc531..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
+++ /dev/null
@@ -1,119 +0,0 @@
-Metadata-Version: 2.1
-Name: requests
-Version: 2.32.3
-Summary: Python HTTP for Humans.
-Home-page: https://requests.readthedocs.io
-Author: Kenneth Reitz
-Author-email: me@kennethreitz.org
-License: Apache-2.0
-Project-URL: Documentation, https://requests.readthedocs.io
-Project-URL: Source, https://github.com/psf/requests
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Environment :: Web Environment
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Natural Language :: English
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: WWW/HTTP
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: >=3.8
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Requires-Dist: charset-normalizer <4,>=2
-Requires-Dist: idna <4,>=2.5
-Requires-Dist: urllib3 <3,>=1.21.1
-Requires-Dist: certifi >=2017.4.17
-Provides-Extra: security
-Provides-Extra: socks
-Requires-Dist: PySocks !=1.5.7,>=1.5.6 ; extra == 'socks'
-Provides-Extra: use_chardet_on_py3
-Requires-Dist: chardet <6,>=3.0.2 ; extra == 'use_chardet_on_py3'
-
-# Requests
-
-**Requests** is a simple, yet elegant, HTTP library.
-
-```python
->>> import requests
->>> r = requests.get('https://httpbin.org/basic-auth/user/pass', auth=('user', 'pass'))
->>> r.status_code
-200
->>> r.headers['content-type']
-'application/json; charset=utf8'
->>> r.encoding
-'utf-8'
->>> r.text
-'{"authenticated": true, ...'
->>> r.json()
-{'authenticated': True, ...}
-```
-
-Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your `PUT` & `POST` data — but nowadays, just use the `json` method!
-
-Requests is one of the most downloaded Python packages today, pulling in around `30M downloads / week`— according to GitHub, Requests is currently [depended upon](https://github.com/psf/requests/network/dependents?package_id=UGFja2FnZS01NzA4OTExNg%3D%3D) by `1,000,000+` repositories. You may certainly put your trust in this code.
-
-[![Downloads](https://static.pepy.tech/badge/requests/month)](https://pepy.tech/project/requests)
-[![Supported Versions](https://img.shields.io/pypi/pyversions/requests.svg)](https://pypi.org/project/requests)
-[![Contributors](https://img.shields.io/github/contributors/psf/requests.svg)](https://github.com/psf/requests/graphs/contributors)
-
-## Installing Requests and Supported Versions
-
-Requests is available on PyPI:
-
-```console
-$ python -m pip install requests
-```
-
-Requests officially supports Python 3.8+.
-
-## Supported Features & Best–Practices
-
-Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today.
-
-- Keep-Alive & Connection Pooling
-- International Domains and URLs
-- Sessions with Cookie Persistence
-- Browser-style TLS/SSL Verification
-- Basic & Digest Authentication
-- Familiar `dict`–like Cookies
-- Automatic Content Decompression and Decoding
-- Multi-part File Uploads
-- SOCKS Proxy Support
-- Connection Timeouts
-- Streaming Downloads
-- Automatic honoring of `.netrc`
-- Chunked HTTP Requests
-
-## API Reference and User Guide available on [Read the Docs](https://requests.readthedocs.io)
-
-[![Read the Docs](https://raw.githubusercontent.com/psf/requests/main/ext/ss.png)](https://requests.readthedocs.io)
-
-## Cloning the repository
-
-When cloning the Requests repository, you may need to add the `-c
-fetch.fsck.badTimezone=ignore` flag to avoid an error about a bad commit (see
-[this issue](https://github.com/psf/requests/issues/2690) for more background):
-
-```shell
-git clone -c fetch.fsck.badTimezone=ignore https://github.com/psf/requests.git
-```
-
-You can also apply this setting to your global Git config:
-
-```shell
-git config --global fetch.fsck.badTimezone ignore
-```
-
----
-
-[![Kenneth Reitz](https://raw.githubusercontent.com/psf/requests/main/ext/kr.png)](https://kennethreitz.org) [![Python Software Foundation](https://raw.githubusercontent.com/psf/requests/main/ext/psf.png)](https://www.python.org/psf)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
deleted file mode 100644
index aa28849b9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
+++ /dev/null
@@ -1,42 +0,0 @@
-requests-2.32.3.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-requests-2.32.3.dist-info/LICENSE,sha256=CeipvOyAZxBGUsFoaFqwkx54aPnIKEtm9a5u2uXxEws,10142
-requests-2.32.3.dist-info/METADATA,sha256=ZY7oRUweLnb7jCEnEW9hFWs7IpQbNVnAA4ncpwA4WBo,4610
-requests-2.32.3.dist-info/RECORD,,
-requests-2.32.3.dist-info/WHEEL,sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ,92
-requests-2.32.3.dist-info/top_level.txt,sha256=fMSVmHfb5rbGOo6xv-O_tUX6j-WyixssE-SnwcDRxNQ,9
-requests/__init__.py,sha256=4xaAERmPDIBPsa2PsjpU9r06yooK-2mZKHTZAhWRWts,5072
-requests/__pycache__/__init__.cpython-311.pyc,,
-requests/__pycache__/__version__.cpython-311.pyc,,
-requests/__pycache__/_internal_utils.cpython-311.pyc,,
-requests/__pycache__/adapters.cpython-311.pyc,,
-requests/__pycache__/api.cpython-311.pyc,,
-requests/__pycache__/auth.cpython-311.pyc,,
-requests/__pycache__/certs.cpython-311.pyc,,
-requests/__pycache__/compat.cpython-311.pyc,,
-requests/__pycache__/cookies.cpython-311.pyc,,
-requests/__pycache__/exceptions.cpython-311.pyc,,
-requests/__pycache__/help.cpython-311.pyc,,
-requests/__pycache__/hooks.cpython-311.pyc,,
-requests/__pycache__/models.cpython-311.pyc,,
-requests/__pycache__/packages.cpython-311.pyc,,
-requests/__pycache__/sessions.cpython-311.pyc,,
-requests/__pycache__/status_codes.cpython-311.pyc,,
-requests/__pycache__/structures.cpython-311.pyc,,
-requests/__pycache__/utils.cpython-311.pyc,,
-requests/__version__.py,sha256=FVfglgZmNQnmYPXpOohDU58F5EUb_-VnSTaAesS187g,435
-requests/_internal_utils.py,sha256=nMQymr4hs32TqVo5AbCrmcJEhvPUh7xXlluyqwslLiQ,1495
-requests/adapters.py,sha256=KIcecscqam6reOCXRl4DwP4jX8Jcl8sd57ft17KR2cQ,27451
-requests/api.py,sha256=_Zb9Oa7tzVIizTKwFrPjDEY9ejtm_OnSRERnADxGsQs,6449
-requests/auth.py,sha256=kF75tqnLctZ9Mf_hm9TZIj4cQWnN5uxRz8oWsx5wmR0,10186
-requests/certs.py,sha256=Z9Sb410Anv6jUFTyss0jFFhU6xst8ctELqfy8Ev23gw,429
-requests/compat.py,sha256=C5w_DPLSurXPgcdWU78fora0APmbYkX2G89QvH5xzPA,1817
-requests/cookies.py,sha256=bNi-iqEj4NPZ00-ob-rHvzkvObzN3lEpgw3g6paS3Xw,18590
-requests/exceptions.py,sha256=jJPS1UWATs86ShVUaLorTiJb1SaGuoNEWgICJep-VkY,4260
-requests/help.py,sha256=gPX5d_H7Xd88aDABejhqGgl9B1VFRTt5BmiYvL3PzIQ,3875
-requests/hooks.py,sha256=CiuysiHA39V5UfcCBXFIx83IrDpuwfN9RcTUgv28ftQ,733
-requests/models.py,sha256=k42roXzC8u_OagAPQi9U4MkfO7i4r2FdaqvMqstPehc,35418
-requests/packages.py,sha256=_g0gZ681UyAlKHRjH6kanbaoxx2eAb6qzcXiODyTIoc,904
-requests/sessions.py,sha256=ykTI8UWGSltOfH07HKollH7kTBGw4WhiBVaQGmckTw4,30495
-requests/status_codes.py,sha256=iJUAeA25baTdw-6PfD0eF4qhpINDJRJI-yaMqxs4LEI,4322
-requests/structures.py,sha256=-IbmhVz06S-5aPSZuUthZ6-6D9XOjRuTXHOabY041XM,2912
-requests/utils.py,sha256=HiQC6Nq_Da3ktaMiFzQkh-dCk3iQHHKEsYS5kDc-8Cw,33619
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
deleted file mode 100644
index bab98d675..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.43.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
deleted file mode 100644
index f2293605c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-requests
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
deleted file mode 100644
index 051cda134..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
+++ /dev/null
@@ -1,184 +0,0 @@
-#   __
-#  /__)  _  _     _   _ _/   _
-# / (   (- (/ (/ (- _)  /  _)
-#          /
-
-"""
-Requests HTTP Library
-~~~~~~~~~~~~~~~~~~~~~
-
-Requests is an HTTP library, written in Python, for human beings.
-Basic GET usage:
-
-   >>> import requests
-   >>> r = requests.get('https://www.python.org')
-   >>> r.status_code
-   200
-   >>> b'Python is a programming language' in r.content
-   True
-
-... or POST:
-
-   >>> payload = dict(key1='value1', key2='value2')
-   >>> r = requests.post('https://httpbin.org/post', data=payload)
-   >>> print(r.text)
-   {
-     ...
-     "form": {
-       "key1": "value1",
-       "key2": "value2"
-     },
-     ...
-   }
-
-The other HTTP methods are supported - see `requests.api`. Full documentation
-is at <https://requests.readthedocs.io>.
-
-:copyright: (c) 2017 by Kenneth Reitz.
-:license: Apache 2.0, see LICENSE for more details.
-"""
-
-import warnings
-
-import urllib3
-
-from .exceptions import RequestsDependencyWarning
-
-try:
-    from charset_normalizer import __version__ as charset_normalizer_version
-except ImportError:
-    charset_normalizer_version = None
-
-try:
-    from chardet import __version__ as chardet_version
-except ImportError:
-    chardet_version = None
-
-
-def check_compatibility(urllib3_version, chardet_version, charset_normalizer_version):
-    urllib3_version = urllib3_version.split(".")
-    assert urllib3_version != ["dev"]  # Verify urllib3 isn't installed from git.
-
-    # Sometimes, urllib3 only reports its version as 16.1.
-    if len(urllib3_version) == 2:
-        urllib3_version.append("0")
-
-    # Check urllib3 for compatibility.
-    major, minor, patch = urllib3_version  # noqa: F811
-    major, minor, patch = int(major), int(minor), int(patch)
-    # urllib3 >= 1.21.1
-    assert major >= 1
-    if major == 1:
-        assert minor >= 21
-
-    # Check charset_normalizer for compatibility.
-    if chardet_version:
-        major, minor, patch = chardet_version.split(".")[:3]
-        major, minor, patch = int(major), int(minor), int(patch)
-        # chardet_version >= 3.0.2, < 6.0.0
-        assert (3, 0, 2) <= (major, minor, patch) < (6, 0, 0)
-    elif charset_normalizer_version:
-        major, minor, patch = charset_normalizer_version.split(".")[:3]
-        major, minor, patch = int(major), int(minor), int(patch)
-        # charset_normalizer >= 2.0.0 < 4.0.0
-        assert (2, 0, 0) <= (major, minor, patch) < (4, 0, 0)
-    else:
-        warnings.warn(
-            "Unable to find acceptable character detection dependency "
-            "(chardet or charset_normalizer).",
-            RequestsDependencyWarning,
-        )
-
-
-def _check_cryptography(cryptography_version):
-    # cryptography < 1.3.4
-    try:
-        cryptography_version = list(map(int, cryptography_version.split(".")))
-    except ValueError:
-        return
-
-    if cryptography_version < [1, 3, 4]:
-        warning = "Old version of cryptography ({}) may cause slowdown.".format(
-            cryptography_version
-        )
-        warnings.warn(warning, RequestsDependencyWarning)
-
-
-# Check imported dependencies for compatibility.
-try:
-    check_compatibility(
-        urllib3.__version__, chardet_version, charset_normalizer_version
-    )
-except (AssertionError, ValueError):
-    warnings.warn(
-        "urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported "
-        "version!".format(
-            urllib3.__version__, chardet_version, charset_normalizer_version
-        ),
-        RequestsDependencyWarning,
-    )
-
-# Attempt to enable urllib3's fallback for SNI support
-# if the standard library doesn't support SNI or the
-# 'ssl' library isn't available.
-try:
-    try:
-        import ssl
-    except ImportError:
-        ssl = None
-
-    if not getattr(ssl, "HAS_SNI", False):
-        from urllib3.contrib import pyopenssl
-
-        pyopenssl.inject_into_urllib3()
-
-        # Check cryptography version
-        from cryptography import __version__ as cryptography_version
-
-        _check_cryptography(cryptography_version)
-except ImportError:
-    pass
-
-# urllib3's DependencyWarnings should be silenced.
-from urllib3.exceptions import DependencyWarning
-
-warnings.simplefilter("ignore", DependencyWarning)
-
-# Set default logging handler to avoid "No handler found" warnings.
-import logging
-from logging import NullHandler
-
-from . import packages, utils
-from .__version__ import (
-    __author__,
-    __author_email__,
-    __build__,
-    __cake__,
-    __copyright__,
-    __description__,
-    __license__,
-    __title__,
-    __url__,
-    __version__,
-)
-from .api import delete, get, head, options, patch, post, put, request
-from .exceptions import (
-    ConnectionError,
-    ConnectTimeout,
-    FileModeWarning,
-    HTTPError,
-    JSONDecodeError,
-    ReadTimeout,
-    RequestException,
-    Timeout,
-    TooManyRedirects,
-    URLRequired,
-)
-from .models import PreparedRequest, Request, Response
-from .sessions import Session, session
-from .status_codes import codes
-
-logging.getLogger(__name__).addHandler(NullHandler())
-
-# FileModeWarnings go off per the default.
-warnings.simplefilter("default", FileModeWarning, append=True)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
deleted file mode 100644
index 2c105aca7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
+++ /dev/null
@@ -1,14 +0,0 @@
-# .-. .-. .-. . . .-. .-. .-. .-.
-# |(  |-  |.| | | |-  `-.  |  `-.
-# ' ' `-' `-`.`-' `-' `-'  '  `-'
-
-__title__ = "requests"
-__description__ = "Python HTTP for Humans."
-__url__ = "https://requests.readthedocs.io"
-__version__ = "2.32.3"
-__build__ = 0x023203
-__author__ = "Kenneth Reitz"
-__author_email__ = "me@kennethreitz.org"
-__license__ = "Apache-2.0"
-__copyright__ = "Copyright Kenneth Reitz"
-__cake__ = "\u2728 \U0001f370 \u2728"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
deleted file mode 100644
index f2cf635e2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
+++ /dev/null
@@ -1,50 +0,0 @@
-"""
-requests._internal_utils
-~~~~~~~~~~~~~~
-
-Provides utility functions that are consumed internally by Requests
-which depend on extremely few external helpers (such as compat)
-"""
-import re
-
-from .compat import builtin_str
-
-_VALID_HEADER_NAME_RE_BYTE = re.compile(rb"^[^:\s][^:\r\n]*$")
-_VALID_HEADER_NAME_RE_STR = re.compile(r"^[^:\s][^:\r\n]*$")
-_VALID_HEADER_VALUE_RE_BYTE = re.compile(rb"^\S[^\r\n]*$|^$")
-_VALID_HEADER_VALUE_RE_STR = re.compile(r"^\S[^\r\n]*$|^$")
-
-_HEADER_VALIDATORS_STR = (_VALID_HEADER_NAME_RE_STR, _VALID_HEADER_VALUE_RE_STR)
-_HEADER_VALIDATORS_BYTE = (_VALID_HEADER_NAME_RE_BYTE, _VALID_HEADER_VALUE_RE_BYTE)
-HEADER_VALIDATORS = {
-    bytes: _HEADER_VALIDATORS_BYTE,
-    str: _HEADER_VALIDATORS_STR,
-}
-
-
-def to_native_string(string, encoding="ascii"):
-    """Given a string object, regardless of type, returns a representation of
-    that string in the native string type, encoding and decoding where
-    necessary. This assumes ASCII unless told otherwise.
-    """
-    if isinstance(string, builtin_str):
-        out = string
-    else:
-        out = string.decode(encoding)
-
-    return out
-
-
-def unicode_is_ascii(u_string):
-    """Determine if unicode string only contains ASCII characters.
-
-    :param str u_string: unicode string to check. Must be unicode
-        and not Python 2 `str`.
-    :rtype: bool
-    """
-    assert isinstance(u_string, str)
-    try:
-        u_string.encode("ascii")
-        return True
-    except UnicodeEncodeError:
-        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
deleted file mode 100644
index 9a58b1602..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
+++ /dev/null
@@ -1,719 +0,0 @@
-"""
-requests.adapters
-~~~~~~~~~~~~~~~~~
-
-This module contains the transport adapters that Requests uses to define
-and maintain connections.
-"""
-
-import os.path
-import socket  # noqa: F401
-import typing
-import warnings
-
-from urllib3.exceptions import ClosedPoolError, ConnectTimeoutError
-from urllib3.exceptions import HTTPError as _HTTPError
-from urllib3.exceptions import InvalidHeader as _InvalidHeader
-from urllib3.exceptions import (
-    LocationValueError,
-    MaxRetryError,
-    NewConnectionError,
-    ProtocolError,
-)
-from urllib3.exceptions import ProxyError as _ProxyError
-from urllib3.exceptions import ReadTimeoutError, ResponseError
-from urllib3.exceptions import SSLError as _SSLError
-from urllib3.poolmanager import PoolManager, proxy_from_url
-from urllib3.util import Timeout as TimeoutSauce
-from urllib3.util import parse_url
-from urllib3.util.retry import Retry
-from urllib3.util.ssl_ import create_urllib3_context
-
-from .auth import _basic_auth_str
-from .compat import basestring, urlparse
-from .cookies import extract_cookies_to_jar
-from .exceptions import (
-    ConnectionError,
-    ConnectTimeout,
-    InvalidHeader,
-    InvalidProxyURL,
-    InvalidSchema,
-    InvalidURL,
-    ProxyError,
-    ReadTimeout,
-    RetryError,
-    SSLError,
-)
-from .models import Response
-from .structures import CaseInsensitiveDict
-from .utils import (
-    DEFAULT_CA_BUNDLE_PATH,
-    extract_zipped_paths,
-    get_auth_from_url,
-    get_encoding_from_headers,
-    prepend_scheme_if_needed,
-    select_proxy,
-    urldefragauth,
-)
-
-try:
-    from urllib3.contrib.socks import SOCKSProxyManager
-except ImportError:
-
-    def SOCKSProxyManager(*args, **kwargs):
-        raise InvalidSchema("Missing dependencies for SOCKS support.")
-
-
-if typing.TYPE_CHECKING:
-    from .models import PreparedRequest
-
-
-DEFAULT_POOLBLOCK = False
-DEFAULT_POOLSIZE = 10
-DEFAULT_RETRIES = 0
-DEFAULT_POOL_TIMEOUT = None
-
-
-try:
-    import ssl  # noqa: F401
-
-    _preloaded_ssl_context = create_urllib3_context()
-    _preloaded_ssl_context.load_verify_locations(
-        extract_zipped_paths(DEFAULT_CA_BUNDLE_PATH)
-    )
-except ImportError:
-    # Bypass default SSLContext creation when Python
-    # interpreter isn't built with the ssl module.
-    _preloaded_ssl_context = None
-
-
-def _urllib3_request_context(
-    request: "PreparedRequest",
-    verify: "bool | str | None",
-    client_cert: "typing.Tuple[str, str] | str | None",
-    poolmanager: "PoolManager",
-) -> "(typing.Dict[str, typing.Any], typing.Dict[str, typing.Any])":
-    host_params = {}
-    pool_kwargs = {}
-    parsed_request_url = urlparse(request.url)
-    scheme = parsed_request_url.scheme.lower()
-    port = parsed_request_url.port
-
-    # Determine if we have and should use our default SSLContext
-    # to optimize performance on standard requests.
-    poolmanager_kwargs = getattr(poolmanager, "connection_pool_kw", {})
-    has_poolmanager_ssl_context = poolmanager_kwargs.get("ssl_context")
-    should_use_default_ssl_context = (
-        _preloaded_ssl_context is not None and not has_poolmanager_ssl_context
-    )
-
-    cert_reqs = "CERT_REQUIRED"
-    if verify is False:
-        cert_reqs = "CERT_NONE"
-    elif verify is True and should_use_default_ssl_context:
-        pool_kwargs["ssl_context"] = _preloaded_ssl_context
-    elif isinstance(verify, str):
-        if not os.path.isdir(verify):
-            pool_kwargs["ca_certs"] = verify
-        else:
-            pool_kwargs["ca_cert_dir"] = verify
-    pool_kwargs["cert_reqs"] = cert_reqs
-    if client_cert is not None:
-        if isinstance(client_cert, tuple) and len(client_cert) == 2:
-            pool_kwargs["cert_file"] = client_cert[0]
-            pool_kwargs["key_file"] = client_cert[1]
-        else:
-            # According to our docs, we allow users to specify just the client
-            # cert path
-            pool_kwargs["cert_file"] = client_cert
-    host_params = {
-        "scheme": scheme,
-        "host": parsed_request_url.hostname,
-        "port": port,
-    }
-    return host_params, pool_kwargs
-
-
-class BaseAdapter:
-    """The Base Transport Adapter"""
-
-    def __init__(self):
-        super().__init__()
-
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):
-        """Sends PreparedRequest object. Returns Response object.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param stream: (optional) Whether to stream the request content.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple
-        :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use
-        :param cert: (optional) Any user-provided SSL certificate to be trusted.
-        :param proxies: (optional) The proxies dictionary to apply to the request.
-        """
-        raise NotImplementedError
-
-    def close(self):
-        """Cleans up adapter specific items."""
-        raise NotImplementedError
-
-
-class HTTPAdapter(BaseAdapter):
-    """The built-in HTTP Adapter for urllib3.
-
-    Provides a general-case interface for Requests sessions to contact HTTP and
-    HTTPS urls by implementing the Transport Adapter interface. This class will
-    usually be created by the :class:`Session <Session>` class under the
-    covers.
-
-    :param pool_connections: The number of urllib3 connection pools to cache.
-    :param pool_maxsize: The maximum number of connections to save in the pool.
-    :param max_retries: The maximum number of retries each connection
-        should attempt. Note, this applies only to failed DNS lookups, socket
-        connections and connection timeouts, never to requests where data has
-        made it to the server. By default, Requests does not retry failed
-        connections. If you need granular control over the conditions under
-        which we retry a request, import urllib3's ``Retry`` class and pass
-        that instead.
-    :param pool_block: Whether the connection pool should block for connections.
-
-    Usage::
-
-      >>> import requests
-      >>> s = requests.Session()
-      >>> a = requests.adapters.HTTPAdapter(max_retries=3)
-      >>> s.mount('http://', a)
-    """
-
-    __attrs__ = [
-        "max_retries",
-        "config",
-        "_pool_connections",
-        "_pool_maxsize",
-        "_pool_block",
-    ]
-
-    def __init__(
-        self,
-        pool_connections=DEFAULT_POOLSIZE,
-        pool_maxsize=DEFAULT_POOLSIZE,
-        max_retries=DEFAULT_RETRIES,
-        pool_block=DEFAULT_POOLBLOCK,
-    ):
-        if max_retries == DEFAULT_RETRIES:
-            self.max_retries = Retry(0, read=False)
-        else:
-            self.max_retries = Retry.from_int(max_retries)
-        self.config = {}
-        self.proxy_manager = {}
-
-        super().__init__()
-
-        self._pool_connections = pool_connections
-        self._pool_maxsize = pool_maxsize
-        self._pool_block = pool_block
-
-        self.init_poolmanager(pool_connections, pool_maxsize, block=pool_block)
-
-    def __getstate__(self):
-        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
-
-    def __setstate__(self, state):
-        # Can't handle by adding 'proxy_manager' to self.__attrs__ because
-        # self.poolmanager uses a lambda function, which isn't pickleable.
-        self.proxy_manager = {}
-        self.config = {}
-
-        for attr, value in state.items():
-            setattr(self, attr, value)
-
-        self.init_poolmanager(
-            self._pool_connections, self._pool_maxsize, block=self._pool_block
-        )
-
-    def init_poolmanager(
-        self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool_kwargs
-    ):
-        """Initializes a urllib3 PoolManager.
-
-        This method should not be called from user code, and is only
-        exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param connections: The number of urllib3 connection pools to cache.
-        :param maxsize: The maximum number of connections to save in the pool.
-        :param block: Block when no free connections are available.
-        :param pool_kwargs: Extra keyword arguments used to initialize the Pool Manager.
-        """
-        # save these values for pickling
-        self._pool_connections = connections
-        self._pool_maxsize = maxsize
-        self._pool_block = block
-
-        self.poolmanager = PoolManager(
-            num_pools=connections,
-            maxsize=maxsize,
-            block=block,
-            **pool_kwargs,
-        )
-
-    def proxy_manager_for(self, proxy, **proxy_kwargs):
-        """Return urllib3 ProxyManager for the given proxy.
-
-        This method should not be called from user code, and is only
-        exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param proxy: The proxy to return a urllib3 ProxyManager for.
-        :param proxy_kwargs: Extra keyword arguments used to configure the Proxy Manager.
-        :returns: ProxyManager
-        :rtype: urllib3.ProxyManager
-        """
-        if proxy in self.proxy_manager:
-            manager = self.proxy_manager[proxy]
-        elif proxy.lower().startswith("socks"):
-            username, password = get_auth_from_url(proxy)
-            manager = self.proxy_manager[proxy] = SOCKSProxyManager(
-                proxy,
-                username=username,
-                password=password,
-                num_pools=self._pool_connections,
-                maxsize=self._pool_maxsize,
-                block=self._pool_block,
-                **proxy_kwargs,
-            )
-        else:
-            proxy_headers = self.proxy_headers(proxy)
-            manager = self.proxy_manager[proxy] = proxy_from_url(
-                proxy,
-                proxy_headers=proxy_headers,
-                num_pools=self._pool_connections,
-                maxsize=self._pool_maxsize,
-                block=self._pool_block,
-                **proxy_kwargs,
-            )
-
-        return manager
-
-    def cert_verify(self, conn, url, verify, cert):
-        """Verify a SSL certificate. This method should not be called from user
-        code, and is only exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param conn: The urllib3 connection object associated with the cert.
-        :param url: The requested URL.
-        :param verify: Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use
-        :param cert: The SSL certificate to verify.
-        """
-        if url.lower().startswith("https") and verify:
-            conn.cert_reqs = "CERT_REQUIRED"
-
-            # Only load the CA certificates if 'verify' is a string indicating the CA bundle to use.
-            # Otherwise, if verify is a boolean, we don't load anything since
-            # the connection will be using a context with the default certificates already loaded,
-            # and this avoids a call to the slow load_verify_locations()
-            if verify is not True:
-                # `verify` must be a str with a path then
-                cert_loc = verify
-
-                if not os.path.exists(cert_loc):
-                    raise OSError(
-                        f"Could not find a suitable TLS CA certificate bundle, "
-                        f"invalid path: {cert_loc}"
-                    )
-
-                if not os.path.isdir(cert_loc):
-                    conn.ca_certs = cert_loc
-                else:
-                    conn.ca_cert_dir = cert_loc
-        else:
-            conn.cert_reqs = "CERT_NONE"
-            conn.ca_certs = None
-            conn.ca_cert_dir = None
-
-        if cert:
-            if not isinstance(cert, basestring):
-                conn.cert_file = cert[0]
-                conn.key_file = cert[1]
-            else:
-                conn.cert_file = cert
-                conn.key_file = None
-            if conn.cert_file and not os.path.exists(conn.cert_file):
-                raise OSError(
-                    f"Could not find the TLS certificate file, "
-                    f"invalid path: {conn.cert_file}"
-                )
-            if conn.key_file and not os.path.exists(conn.key_file):
-                raise OSError(
-                    f"Could not find the TLS key file, invalid path: {conn.key_file}"
-                )
-
-    def build_response(self, req, resp):
-        """Builds a :class:`Response <requests.Response>` object from a urllib3
-        response. This should not be called from user code, and is only exposed
-        for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`
-
-        :param req: The :class:`PreparedRequest <PreparedRequest>` used to generate the response.
-        :param resp: The urllib3 response object.
-        :rtype: requests.Response
-        """
-        response = Response()
-
-        # Fallback to None if there's no status_code, for whatever reason.
-        response.status_code = getattr(resp, "status", None)
-
-        # Make headers case-insensitive.
-        response.headers = CaseInsensitiveDict(getattr(resp, "headers", {}))
-
-        # Set encoding.
-        response.encoding = get_encoding_from_headers(response.headers)
-        response.raw = resp
-        response.reason = response.raw.reason
-
-        if isinstance(req.url, bytes):
-            response.url = req.url.decode("utf-8")
-        else:
-            response.url = req.url
-
-        # Add new cookies from the server.
-        extract_cookies_to_jar(response.cookies, req, resp)
-
-        # Give the Response some context.
-        response.request = req
-        response.connection = self
-
-        return response
-
-    def build_connection_pool_key_attributes(self, request, verify, cert=None):
-        """Build the PoolKey attributes used by urllib3 to return a connection.
-
-        This looks at the PreparedRequest, the user-specified verify value,
-        and the value of the cert parameter to determine what PoolKey values
-        to use to select a connection from a given urllib3 Connection Pool.
-
-        The SSL related pool key arguments are not consistently set. As of
-        this writing, use the following to determine what keys may be in that
-        dictionary:
-
-        * If ``verify`` is ``True``, ``"ssl_context"`` will be set and will be the
-          default Requests SSL Context
-        * If ``verify`` is ``False``, ``"ssl_context"`` will not be set but
-          ``"cert_reqs"`` will be set
-        * If ``verify`` is a string, (i.e., it is a user-specified trust bundle)
-          ``"ca_certs"`` will be set if the string is not a directory recognized
-          by :py:func:`os.path.isdir`, otherwise ``"ca_certs_dir"`` will be
-          set.
-        * If ``"cert"`` is specified, ``"cert_file"`` will always be set. If
-          ``"cert"`` is a tuple with a second item, ``"key_file"`` will also
-          be present
-
-        To override these settings, one may subclass this class, call this
-        method and use the above logic to change parameters as desired. For
-        example, if one wishes to use a custom :py:class:`ssl.SSLContext` one
-        must both set ``"ssl_context"`` and based on what else they require,
-        alter the other keys to ensure the desired behaviour.
-
-        :param request:
-            The PreparedReqest being sent over the connection.
-        :type request:
-            :class:`~requests.models.PreparedRequest`
-        :param verify:
-            Either a boolean, in which case it controls whether
-            we verify the server's TLS certificate, or a string, in which case it
-            must be a path to a CA bundle to use.
-        :param cert:
-            (optional) Any user-provided SSL certificate for client
-            authentication (a.k.a., mTLS). This may be a string (i.e., just
-            the path to a file which holds both certificate and key) or a
-            tuple of length 2 with the certificate file path and key file
-            path.
-        :returns:
-            A tuple of two dictionaries. The first is the "host parameters"
-            portion of the Pool Key including scheme, hostname, and port. The
-            second is a dictionary of SSLContext related parameters.
-        """
-        return _urllib3_request_context(request, verify, cert, self.poolmanager)
-
-    def get_connection_with_tls_context(self, request, verify, proxies=None, cert=None):
-        """Returns a urllib3 connection for the given request and TLS settings.
-        This should not be called from user code, and is only exposed for use
-        when subclassing the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request:
-            The :class:`PreparedRequest <PreparedRequest>` object to be sent
-            over the connection.
-        :param verify:
-            Either a boolean, in which case it controls whether we verify the
-            server's TLS certificate, or a string, in which case it must be a
-            path to a CA bundle to use.
-        :param proxies:
-            (optional) The proxies dictionary to apply to the request.
-        :param cert:
-            (optional) Any user-provided SSL certificate to be used for client
-            authentication (a.k.a., mTLS).
-        :rtype:
-            urllib3.ConnectionPool
-        """
-        proxy = select_proxy(request.url, proxies)
-        try:
-            host_params, pool_kwargs = self.build_connection_pool_key_attributes(
-                request,
-                verify,
-                cert,
-            )
-        except ValueError as e:
-            raise InvalidURL(e, request=request)
-        if proxy:
-            proxy = prepend_scheme_if_needed(proxy, "http")
-            proxy_url = parse_url(proxy)
-            if not proxy_url.host:
-                raise InvalidProxyURL(
-                    "Please check proxy URL. It is malformed "
-                    "and could be missing the host."
-                )
-            proxy_manager = self.proxy_manager_for(proxy)
-            conn = proxy_manager.connection_from_host(
-                **host_params, pool_kwargs=pool_kwargs
-            )
-        else:
-            # Only scheme should be lower case
-            conn = self.poolmanager.connection_from_host(
-                **host_params, pool_kwargs=pool_kwargs
-            )
-
-        return conn
-
-    def get_connection(self, url, proxies=None):
-        """DEPRECATED: Users should move to `get_connection_with_tls_context`
-        for all subclasses of HTTPAdapter using Requests>=2.32.2.
-
-        Returns a urllib3 connection for the given URL. This should not be
-        called from user code, and is only exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param url: The URL to connect to.
-        :param proxies: (optional) A Requests-style dictionary of proxies used on this request.
-        :rtype: urllib3.ConnectionPool
-        """
-        warnings.warn(
-            (
-                "`get_connection` has been deprecated in favor of "
-                "`get_connection_with_tls_context`. Custom HTTPAdapter subclasses "
-                "will need to migrate for Requests>=2.32.2. Please see "
-                "https://github.com/psf/requests/pull/6710 for more details."
-            ),
-            DeprecationWarning,
-        )
-        proxy = select_proxy(url, proxies)
-
-        if proxy:
-            proxy = prepend_scheme_if_needed(proxy, "http")
-            proxy_url = parse_url(proxy)
-            if not proxy_url.host:
-                raise InvalidProxyURL(
-                    "Please check proxy URL. It is malformed "
-                    "and could be missing the host."
-                )
-            proxy_manager = self.proxy_manager_for(proxy)
-            conn = proxy_manager.connection_from_url(url)
-        else:
-            # Only scheme should be lower case
-            parsed = urlparse(url)
-            url = parsed.geturl()
-            conn = self.poolmanager.connection_from_url(url)
-
-        return conn
-
-    def close(self):
-        """Disposes of any internal state.
-
-        Currently, this closes the PoolManager and any active ProxyManager,
-        which closes any pooled connections.
-        """
-        self.poolmanager.clear()
-        for proxy in self.proxy_manager.values():
-            proxy.clear()
-
-    def request_url(self, request, proxies):
-        """Obtain the url to use when making the final request.
-
-        If the message is being sent through a HTTP proxy, the full URL has to
-        be used. Otherwise, we should only use the path portion of the URL.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs.
-        :rtype: str
-        """
-        proxy = select_proxy(request.url, proxies)
-        scheme = urlparse(request.url).scheme
-
-        is_proxied_http_request = proxy and scheme != "https"
-        using_socks_proxy = False
-        if proxy:
-            proxy_scheme = urlparse(proxy).scheme.lower()
-            using_socks_proxy = proxy_scheme.startswith("socks")
-
-        url = request.path_url
-        if url.startswith("//"):  # Don't confuse urllib3
-            url = f"/{url.lstrip('/')}"
-
-        if is_proxied_http_request and not using_socks_proxy:
-            url = urldefragauth(request.url)
-
-        return url
-
-    def add_headers(self, request, **kwargs):
-        """Add any headers needed by the connection. As of v2.0 this does
-        nothing by default, but is left for overriding by users that subclass
-        the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` to add headers to.
-        :param kwargs: The keyword arguments from the call to send().
-        """
-        pass
-
-    def proxy_headers(self, proxy):
-        """Returns a dictionary of the headers to add to any request sent
-        through a proxy. This works with urllib3 magic to ensure that they are
-        correctly sent to the proxy, rather than in a tunnelled request if
-        CONNECT is being used.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param proxy: The url of the proxy being used for this request.
-        :rtype: dict
-        """
-        headers = {}
-        username, password = get_auth_from_url(proxy)
-
-        if username:
-            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
-
-        return headers
-
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):
-        """Sends PreparedRequest object. Returns Response object.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param stream: (optional) Whether to stream the request content.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple or urllib3 Timeout object
-        :param verify: (optional) Either a boolean, in which case it controls whether
-            we verify the server's TLS certificate, or a string, in which case it
-            must be a path to a CA bundle to use
-        :param cert: (optional) Any user-provided SSL certificate to be trusted.
-        :param proxies: (optional) The proxies dictionary to apply to the request.
-        :rtype: requests.Response
-        """
-
-        try:
-            conn = self.get_connection_with_tls_context(
-                request, verify, proxies=proxies, cert=cert
-            )
-        except LocationValueError as e:
-            raise InvalidURL(e, request=request)
-
-        self.cert_verify(conn, request.url, verify, cert)
-        url = self.request_url(request, proxies)
-        self.add_headers(
-            request,
-            stream=stream,
-            timeout=timeout,
-            verify=verify,
-            cert=cert,
-            proxies=proxies,
-        )
-
-        chunked = not (request.body is None or "Content-Length" in request.headers)
-
-        if isinstance(timeout, tuple):
-            try:
-                connect, read = timeout
-                timeout = TimeoutSauce(connect=connect, read=read)
-            except ValueError:
-                raise ValueError(
-                    f"Invalid timeout {timeout}. Pass a (connect, read) timeout tuple, "
-                    f"or a single float to set both timeouts to the same value."
-                )
-        elif isinstance(timeout, TimeoutSauce):
-            pass
-        else:
-            timeout = TimeoutSauce(connect=timeout, read=timeout)
-
-        try:
-            resp = conn.urlopen(
-                method=request.method,
-                url=url,
-                body=request.body,
-                headers=request.headers,
-                redirect=False,
-                assert_same_host=False,
-                preload_content=False,
-                decode_content=False,
-                retries=self.max_retries,
-                timeout=timeout,
-                chunked=chunked,
-            )
-
-        except (ProtocolError, OSError) as err:
-            raise ConnectionError(err, request=request)
-
-        except MaxRetryError as e:
-            if isinstance(e.reason, ConnectTimeoutError):
-                # TODO: Remove this in 3.0.0: see #2811
-                if not isinstance(e.reason, NewConnectionError):
-                    raise ConnectTimeout(e, request=request)
-
-            if isinstance(e.reason, ResponseError):
-                raise RetryError(e, request=request)
-
-            if isinstance(e.reason, _ProxyError):
-                raise ProxyError(e, request=request)
-
-            if isinstance(e.reason, _SSLError):
-                # This branch is for urllib3 v1.22 and later.
-                raise SSLError(e, request=request)
-
-            raise ConnectionError(e, request=request)
-
-        except ClosedPoolError as e:
-            raise ConnectionError(e, request=request)
-
-        except _ProxyError as e:
-            raise ProxyError(e)
-
-        except (_SSLError, _HTTPError) as e:
-            if isinstance(e, _SSLError):
-                # This branch is for urllib3 versions earlier than v1.22
-                raise SSLError(e, request=request)
-            elif isinstance(e, ReadTimeoutError):
-                raise ReadTimeout(e, request=request)
-            elif isinstance(e, _InvalidHeader):
-                raise InvalidHeader(e, request=request)
-            else:
-                raise
-
-        return self.build_response(request, resp)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
deleted file mode 100644
index 596074455..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
+++ /dev/null
@@ -1,157 +0,0 @@
-"""
-requests.api
-~~~~~~~~~~~~
-
-This module implements the Requests API.
-
-:copyright: (c) 2012 by Kenneth Reitz.
-:license: Apache2, see LICENSE for more details.
-"""
-
-from . import sessions
-
-
-def request(method, url, **kwargs):
-    """Constructs and sends a :class:`Request <Request>`.
-
-    :param method: method for the new :class:`Request` object: ``GET``, ``OPTIONS``, ``HEAD``, ``POST``, ``PUT``, ``PATCH``, or ``DELETE``.
-    :param url: URL for the new :class:`Request` object.
-    :param params: (optional) Dictionary, list of tuples or bytes to send
-        in the query string for the :class:`Request`.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`.
-    :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`.
-    :param files: (optional) Dictionary of ``'name': file-like-objects`` (or ``{'name': file-tuple}``) for multipart encoding upload.
-        ``file-tuple`` can be a 2-tuple ``('filename', fileobj)``, 3-tuple ``('filename', fileobj, 'content_type')``
-        or a 4-tuple ``('filename', fileobj, 'content_type', custom_headers)``, where ``'content_type'`` is a string
-        defining the content type of the given file and ``custom_headers`` a dict-like object containing additional headers
-        to add for the file.
-    :param auth: (optional) Auth tuple to enable Basic/Digest/Custom HTTP Auth.
-    :param timeout: (optional) How many seconds to wait for the server to send data
-        before giving up, as a float, or a :ref:`(connect timeout, read
-        timeout) <timeouts>` tuple.
-    :type timeout: float or tuple
-    :param allow_redirects: (optional) Boolean. Enable/disable GET/OPTIONS/POST/PUT/PATCH/DELETE/HEAD redirection. Defaults to ``True``.
-    :type allow_redirects: bool
-    :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy.
-    :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use. Defaults to ``True``.
-    :param stream: (optional) if ``False``, the response content will be immediately downloaded.
-    :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.request('GET', 'https://httpbin.org/get')
-      >>> req
-      <Response [200]>
-    """
-
-    # By using the 'with' statement we are sure the session is closed, thus we
-    # avoid leaving sockets open which can trigger a ResourceWarning in some
-    # cases, and look like a memory leak in others.
-    with sessions.Session() as session:
-        return session.request(method=method, url=url, **kwargs)
-
-
-def get(url, params=None, **kwargs):
-    r"""Sends a GET request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param params: (optional) Dictionary, list of tuples or bytes to send
-        in the query string for the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("get", url, params=params, **kwargs)
-
-
-def options(url, **kwargs):
-    r"""Sends an OPTIONS request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("options", url, **kwargs)
-
-
-def head(url, **kwargs):
-    r"""Sends a HEAD request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes. If
-        `allow_redirects` is not provided, it will be set to `False` (as
-        opposed to the default :meth:`request` behavior).
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    kwargs.setdefault("allow_redirects", False)
-    return request("head", url, **kwargs)
-
-
-def post(url, data=None, json=None, **kwargs):
-    r"""Sends a POST request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("post", url, data=data, json=json, **kwargs)
-
-
-def put(url, data=None, **kwargs):
-    r"""Sends a PUT request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("put", url, data=data, **kwargs)
-
-
-def patch(url, data=None, **kwargs):
-    r"""Sends a PATCH request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("patch", url, data=data, **kwargs)
-
-
-def delete(url, **kwargs):
-    r"""Sends a DELETE request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("delete", url, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
deleted file mode 100644
index 4a7ce6dc1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
+++ /dev/null
@@ -1,314 +0,0 @@
-"""
-requests.auth
-~~~~~~~~~~~~~
-
-This module contains the authentication handlers for Requests.
-"""
-
-import hashlib
-import os
-import re
-import threading
-import time
-import warnings
-from base64 import b64encode
-
-from ._internal_utils import to_native_string
-from .compat import basestring, str, urlparse
-from .cookies import extract_cookies_to_jar
-from .utils import parse_dict_header
-
-CONTENT_TYPE_FORM_URLENCODED = "application/x-www-form-urlencoded"
-CONTENT_TYPE_MULTI_PART = "multipart/form-data"
-
-
-def _basic_auth_str(username, password):
-    """Returns a Basic Auth string."""
-
-    # "I want us to put a big-ol' comment on top of it that
-    # says that this behaviour is dumb but we need to preserve
-    # it because people are relying on it."
-    #    - Lukasa
-    #
-    # These are here solely to maintain backwards compatibility
-    # for things like ints. This will be removed in 3.0.0.
-    if not isinstance(username, basestring):
-        warnings.warn(
-            "Non-string usernames will no longer be supported in Requests "
-            "3.0.0. Please convert the object you've passed in ({!r}) to "
-            "a string or bytes object in the near future to avoid "
-            "problems.".format(username),
-            category=DeprecationWarning,
-        )
-        username = str(username)
-
-    if not isinstance(password, basestring):
-        warnings.warn(
-            "Non-string passwords will no longer be supported in Requests "
-            "3.0.0. Please convert the object you've passed in ({!r}) to "
-            "a string or bytes object in the near future to avoid "
-            "problems.".format(type(password)),
-            category=DeprecationWarning,
-        )
-        password = str(password)
-    # -- End Removal --
-
-    if isinstance(username, str):
-        username = username.encode("latin1")
-
-    if isinstance(password, str):
-        password = password.encode("latin1")
-
-    authstr = "Basic " + to_native_string(
-        b64encode(b":".join((username, password))).strip()
-    )
-
-    return authstr
-
-
-class AuthBase:
-    """Base class that all auth implementations derive from"""
-
-    def __call__(self, r):
-        raise NotImplementedError("Auth hooks must be callable.")
-
-
-class HTTPBasicAuth(AuthBase):
-    """Attaches HTTP Basic Authentication to the given Request object."""
-
-    def __init__(self, username, password):
-        self.username = username
-        self.password = password
-
-    def __eq__(self, other):
-        return all(
-            [
-                self.username == getattr(other, "username", None),
-                self.password == getattr(other, "password", None),
-            ]
-        )
-
-    def __ne__(self, other):
-        return not self == other
-
-    def __call__(self, r):
-        r.headers["Authorization"] = _basic_auth_str(self.username, self.password)
-        return r
-
-
-class HTTPProxyAuth(HTTPBasicAuth):
-    """Attaches HTTP Proxy Authentication to a given Request object."""
-
-    def __call__(self, r):
-        r.headers["Proxy-Authorization"] = _basic_auth_str(self.username, self.password)
-        return r
-
-
-class HTTPDigestAuth(AuthBase):
-    """Attaches HTTP Digest Authentication to the given Request object."""
-
-    def __init__(self, username, password):
-        self.username = username
-        self.password = password
-        # Keep state in per-thread local storage
-        self._thread_local = threading.local()
-
-    def init_per_thread_state(self):
-        # Ensure state is initialized just once per-thread
-        if not hasattr(self._thread_local, "init"):
-            self._thread_local.init = True
-            self._thread_local.last_nonce = ""
-            self._thread_local.nonce_count = 0
-            self._thread_local.chal = {}
-            self._thread_local.pos = None
-            self._thread_local.num_401_calls = None
-
-    def build_digest_header(self, method, url):
-        """
-        :rtype: str
-        """
-
-        realm = self._thread_local.chal["realm"]
-        nonce = self._thread_local.chal["nonce"]
-        qop = self._thread_local.chal.get("qop")
-        algorithm = self._thread_local.chal.get("algorithm")
-        opaque = self._thread_local.chal.get("opaque")
-        hash_utf8 = None
-
-        if algorithm is None:
-            _algorithm = "MD5"
-        else:
-            _algorithm = algorithm.upper()
-        # lambdas assume digest modules are imported at the top level
-        if _algorithm == "MD5" or _algorithm == "MD5-SESS":
-
-            def md5_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.md5(x).hexdigest()
-
-            hash_utf8 = md5_utf8
-        elif _algorithm == "SHA":
-
-            def sha_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha1(x).hexdigest()
-
-            hash_utf8 = sha_utf8
-        elif _algorithm == "SHA-256":
-
-            def sha256_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha256(x).hexdigest()
-
-            hash_utf8 = sha256_utf8
-        elif _algorithm == "SHA-512":
-
-            def sha512_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha512(x).hexdigest()
-
-            hash_utf8 = sha512_utf8
-
-        KD = lambda s, d: hash_utf8(f"{s}:{d}")  # noqa:E731
-
-        if hash_utf8 is None:
-            return None
-
-        # XXX not implemented yet
-        entdig = None
-        p_parsed = urlparse(url)
-        #: path is request-uri defined in RFC 2616 which should not be empty
-        path = p_parsed.path or "/"
-        if p_parsed.query:
-            path += f"?{p_parsed.query}"
-
-        A1 = f"{self.username}:{realm}:{self.password}"
-        A2 = f"{method}:{path}"
-
-        HA1 = hash_utf8(A1)
-        HA2 = hash_utf8(A2)
-
-        if nonce == self._thread_local.last_nonce:
-            self._thread_local.nonce_count += 1
-        else:
-            self._thread_local.nonce_count = 1
-        ncvalue = f"{self._thread_local.nonce_count:08x}"
-        s = str(self._thread_local.nonce_count).encode("utf-8")
-        s += nonce.encode("utf-8")
-        s += time.ctime().encode("utf-8")
-        s += os.urandom(8)
-
-        cnonce = hashlib.sha1(s).hexdigest()[:16]
-        if _algorithm == "MD5-SESS":
-            HA1 = hash_utf8(f"{HA1}:{nonce}:{cnonce}")
-
-        if not qop:
-            respdig = KD(HA1, f"{nonce}:{HA2}")
-        elif qop == "auth" or "auth" in qop.split(","):
-            noncebit = f"{nonce}:{ncvalue}:{cnonce}:auth:{HA2}"
-            respdig = KD(HA1, noncebit)
-        else:
-            # XXX handle auth-int.
-            return None
-
-        self._thread_local.last_nonce = nonce
-
-        # XXX should the partial digests be encoded too?
-        base = (
-            f'username="{self.username}", realm="{realm}", nonce="{nonce}", '
-            f'uri="{path}", response="{respdig}"'
-        )
-        if opaque:
-            base += f', opaque="{opaque}"'
-        if algorithm:
-            base += f', algorithm="{algorithm}"'
-        if entdig:
-            base += f', digest="{entdig}"'
-        if qop:
-            base += f', qop="auth", nc={ncvalue}, cnonce="{cnonce}"'
-
-        return f"Digest {base}"
-
-    def handle_redirect(self, r, **kwargs):
-        """Reset num_401_calls counter on redirects."""
-        if r.is_redirect:
-            self._thread_local.num_401_calls = 1
-
-    def handle_401(self, r, **kwargs):
-        """
-        Takes the given response and tries digest-auth, if needed.
-
-        :rtype: requests.Response
-        """
-
-        # If response is not 4xx, do not auth
-        # See https://github.com/psf/requests/issues/3772
-        if not 400 <= r.status_code < 500:
-            self._thread_local.num_401_calls = 1
-            return r
-
-        if self._thread_local.pos is not None:
-            # Rewind the file position indicator of the body to where
-            # it was to resend the request.
-            r.request.body.seek(self._thread_local.pos)
-        s_auth = r.headers.get("www-authenticate", "")
-
-        if "digest" in s_auth.lower() and self._thread_local.num_401_calls < 2:
-            self._thread_local.num_401_calls += 1
-            pat = re.compile(r"digest ", flags=re.IGNORECASE)
-            self._thread_local.chal = parse_dict_header(pat.sub("", s_auth, count=1))
-
-            # Consume content and release the original connection
-            # to allow our new request to reuse the same one.
-            r.content
-            r.close()
-            prep = r.request.copy()
-            extract_cookies_to_jar(prep._cookies, r.request, r.raw)
-            prep.prepare_cookies(prep._cookies)
-
-            prep.headers["Authorization"] = self.build_digest_header(
-                prep.method, prep.url
-            )
-            _r = r.connection.send(prep, **kwargs)
-            _r.history.append(r)
-            _r.request = prep
-
-            return _r
-
-        self._thread_local.num_401_calls = 1
-        return r
-
-    def __call__(self, r):
-        # Initialize per-thread state, if needed
-        self.init_per_thread_state()
-        # If we have a saved nonce, skip the 401
-        if self._thread_local.last_nonce:
-            r.headers["Authorization"] = self.build_digest_header(r.method, r.url)
-        try:
-            self._thread_local.pos = r.body.tell()
-        except AttributeError:
-            # In the case of HTTPDigestAuth being reused and the body of
-            # the previous request was a file-like object, pos has the
-            # file position of the previous body. Ensure it's set to
-            # None.
-            self._thread_local.pos = None
-        r.register_hook("response", self.handle_401)
-        r.register_hook("response", self.handle_redirect)
-        self._thread_local.num_401_calls = 1
-
-        return r
-
-    def __eq__(self, other):
-        return all(
-            [
-                self.username == getattr(other, "username", None),
-                self.password == getattr(other, "password", None),
-            ]
-        )
-
-    def __ne__(self, other):
-        return not self == other
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
deleted file mode 100644
index be422c3e9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env python
-
-"""
-requests.certs
-~~~~~~~~~~~~~~
-
-This module returns the preferred default CA certificate bundle. There is
-only one — the one from the certifi package.
-
-If you are packaging Requests, e.g., for a Linux distribution or a managed
-environment, you can change the definition of where() to return a separately
-packaged CA bundle.
-"""
-from certifi import where
-
-if __name__ == "__main__":
-    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
deleted file mode 100644
index 095de1b6c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
+++ /dev/null
@@ -1,94 +0,0 @@
-"""
-requests.compat
-~~~~~~~~~~~~~~~
-
-This module previously handled import compatibility issues
-between Python 2 and Python 3. It remains for backwards
-compatibility until the next major version.
-"""
-
-import importlib
-import sys
-
-# -------------------
-# Character Detection
-# -------------------
-
-
-def _resolve_char_detection():
-    """Find supported character detection libraries."""
-    chardet = None
-    for lib in ("chardet", "charset_normalizer"):
-        if chardet is None:
-            try:
-                chardet = importlib.import_module(lib)
-            except ImportError:
-                pass
-    return chardet
-
-
-chardet = _resolve_char_detection()
-
-# -------
-# Pythons
-# -------
-
-# Syntax sugar.
-_ver = sys.version_info
-
-#: Python 2.x?
-is_py2 = _ver[0] == 2
-
-#: Python 3.x?
-is_py3 = _ver[0] == 3
-
-# json/simplejson module import resolution
-has_simplejson = False
-try:
-    import simplejson as json
-
-    has_simplejson = True
-except ImportError:
-    import json
-
-if has_simplejson:
-    from simplejson import JSONDecodeError
-else:
-    from json import JSONDecodeError
-
-# Keep OrderedDict for backwards compatibility.
-from collections import OrderedDict
-from collections.abc import Callable, Mapping, MutableMapping
-from http import cookiejar as cookielib
-from http.cookies import Morsel
-from io import StringIO
-
-# --------------
-# Legacy Imports
-# --------------
-from urllib.parse import (
-    quote,
-    quote_plus,
-    unquote,
-    unquote_plus,
-    urldefrag,
-    urlencode,
-    urljoin,
-    urlparse,
-    urlsplit,
-    urlunparse,
-)
-from urllib.request import (
-    getproxies,
-    getproxies_environment,
-    parse_http_list,
-    proxy_bypass,
-    proxy_bypass_environment,
-)
-
-builtin_str = str
-str = str
-bytes = bytes
-basestring = (str, bytes)
-numeric_types = (int, float)
-integer_types = (int,)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
deleted file mode 100644
index f69d0cda9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
+++ /dev/null
@@ -1,561 +0,0 @@
-"""
-requests.cookies
-~~~~~~~~~~~~~~~~
-
-Compatibility code to be able to use `http.cookiejar.CookieJar` with requests.
-
-requests.utils imports from here, so be careful with imports.
-"""
-
-import calendar
-import copy
-import time
-
-from ._internal_utils import to_native_string
-from .compat import Morsel, MutableMapping, cookielib, urlparse, urlunparse
-
-try:
-    import threading
-except ImportError:
-    import dummy_threading as threading
-
-
-class MockRequest:
-    """Wraps a `requests.Request` to mimic a `urllib2.Request`.
-
-    The code in `http.cookiejar.CookieJar` expects this interface in order to correctly
-    manage cookie policies, i.e., determine whether a cookie can be set, given the
-    domains of the request and the cookie.
-
-    The original request object is read-only. The client is responsible for collecting
-    the new headers via `get_new_headers()` and interpreting them appropriately. You
-    probably want `get_cookie_header`, defined below.
-    """
-
-    def __init__(self, request):
-        self._r = request
-        self._new_headers = {}
-        self.type = urlparse(self._r.url).scheme
-
-    def get_type(self):
-        return self.type
-
-    def get_host(self):
-        return urlparse(self._r.url).netloc
-
-    def get_origin_req_host(self):
-        return self.get_host()
-
-    def get_full_url(self):
-        # Only return the response's URL if the user hadn't set the Host
-        # header
-        if not self._r.headers.get("Host"):
-            return self._r.url
-        # If they did set it, retrieve it and reconstruct the expected domain
-        host = to_native_string(self._r.headers["Host"], encoding="utf-8")
-        parsed = urlparse(self._r.url)
-        # Reconstruct the URL as we expect it
-        return urlunparse(
-            [
-                parsed.scheme,
-                host,
-                parsed.path,
-                parsed.params,
-                parsed.query,
-                parsed.fragment,
-            ]
-        )
-
-    def is_unverifiable(self):
-        return True
-
-    def has_header(self, name):
-        return name in self._r.headers or name in self._new_headers
-
-    def get_header(self, name, default=None):
-        return self._r.headers.get(name, self._new_headers.get(name, default))
-
-    def add_header(self, key, val):
-        """cookiejar has no legitimate use for this method; add it back if you find one."""
-        raise NotImplementedError(
-            "Cookie headers should be added with add_unredirected_header()"
-        )
-
-    def add_unredirected_header(self, name, value):
-        self._new_headers[name] = value
-
-    def get_new_headers(self):
-        return self._new_headers
-
-    @property
-    def unverifiable(self):
-        return self.is_unverifiable()
-
-    @property
-    def origin_req_host(self):
-        return self.get_origin_req_host()
-
-    @property
-    def host(self):
-        return self.get_host()
-
-
-class MockResponse:
-    """Wraps a `httplib.HTTPMessage` to mimic a `urllib.addinfourl`.
-
-    ...what? Basically, expose the parsed HTTP headers from the server response
-    the way `http.cookiejar` expects to see them.
-    """
-
-    def __init__(self, headers):
-        """Make a MockResponse for `cookiejar` to read.
-
-        :param headers: a httplib.HTTPMessage or analogous carrying the headers
-        """
-        self._headers = headers
-
-    def info(self):
-        return self._headers
-
-    def getheaders(self, name):
-        self._headers.getheaders(name)
-
-
-def extract_cookies_to_jar(jar, request, response):
-    """Extract the cookies from the response into a CookieJar.
-
-    :param jar: http.cookiejar.CookieJar (not necessarily a RequestsCookieJar)
-    :param request: our own requests.Request object
-    :param response: urllib3.HTTPResponse object
-    """
-    if not (hasattr(response, "_original_response") and response._original_response):
-        return
-    # the _original_response field is the wrapped httplib.HTTPResponse object,
-    req = MockRequest(request)
-    # pull out the HTTPMessage with the headers and put it in the mock:
-    res = MockResponse(response._original_response.msg)
-    jar.extract_cookies(res, req)
-
-
-def get_cookie_header(jar, request):
-    """
-    Produce an appropriate Cookie header string to be sent with `request`, or None.
-
-    :rtype: str
-    """
-    r = MockRequest(request)
-    jar.add_cookie_header(r)
-    return r.get_new_headers().get("Cookie")
-
-
-def remove_cookie_by_name(cookiejar, name, domain=None, path=None):
-    """Unsets a cookie by name, by default over all domains and paths.
-
-    Wraps CookieJar.clear(), is O(n).
-    """
-    clearables = []
-    for cookie in cookiejar:
-        if cookie.name != name:
-            continue
-        if domain is not None and domain != cookie.domain:
-            continue
-        if path is not None and path != cookie.path:
-            continue
-        clearables.append((cookie.domain, cookie.path, cookie.name))
-
-    for domain, path, name in clearables:
-        cookiejar.clear(domain, path, name)
-
-
-class CookieConflictError(RuntimeError):
-    """There are two cookies that meet the criteria specified in the cookie jar.
-    Use .get and .set and include domain and path args in order to be more specific.
-    """
-
-
-class RequestsCookieJar(cookielib.CookieJar, MutableMapping):
-    """Compatibility class; is a http.cookiejar.CookieJar, but exposes a dict
-    interface.
-
-    This is the CookieJar we create by default for requests and sessions that
-    don't specify one, since some clients may expect response.cookies and
-    session.cookies to support dict operations.
-
-    Requests does not use the dict interface internally; it's just for
-    compatibility with external client code. All requests code should work
-    out of the box with externally provided instances of ``CookieJar``, e.g.
-    ``LWPCookieJar`` and ``FileCookieJar``.
-
-    Unlike a regular CookieJar, this class is pickleable.
-
-    .. warning:: dictionary operations that are normally O(1) may be O(n).
-    """
-
-    def get(self, name, default=None, domain=None, path=None):
-        """Dict-like get() that also supports optional domain and path args in
-        order to resolve naming collisions from using one cookie jar over
-        multiple domains.
-
-        .. warning:: operation is O(n), not O(1).
-        """
-        try:
-            return self._find_no_duplicates(name, domain, path)
-        except KeyError:
-            return default
-
-    def set(self, name, value, **kwargs):
-        """Dict-like set() that also supports optional domain and path args in
-        order to resolve naming collisions from using one cookie jar over
-        multiple domains.
-        """
-        # support client code that unsets cookies by assignment of a None value:
-        if value is None:
-            remove_cookie_by_name(
-                self, name, domain=kwargs.get("domain"), path=kwargs.get("path")
-            )
-            return
-
-        if isinstance(value, Morsel):
-            c = morsel_to_cookie(value)
-        else:
-            c = create_cookie(name, value, **kwargs)
-        self.set_cookie(c)
-        return c
-
-    def iterkeys(self):
-        """Dict-like iterkeys() that returns an iterator of names of cookies
-        from the jar.
-
-        .. seealso:: itervalues() and iteritems().
-        """
-        for cookie in iter(self):
-            yield cookie.name
-
-    def keys(self):
-        """Dict-like keys() that returns a list of names of cookies from the
-        jar.
-
-        .. seealso:: values() and items().
-        """
-        return list(self.iterkeys())
-
-    def itervalues(self):
-        """Dict-like itervalues() that returns an iterator of values of cookies
-        from the jar.
-
-        .. seealso:: iterkeys() and iteritems().
-        """
-        for cookie in iter(self):
-            yield cookie.value
-
-    def values(self):
-        """Dict-like values() that returns a list of values of cookies from the
-        jar.
-
-        .. seealso:: keys() and items().
-        """
-        return list(self.itervalues())
-
-    def iteritems(self):
-        """Dict-like iteritems() that returns an iterator of name-value tuples
-        from the jar.
-
-        .. seealso:: iterkeys() and itervalues().
-        """
-        for cookie in iter(self):
-            yield cookie.name, cookie.value
-
-    def items(self):
-        """Dict-like items() that returns a list of name-value tuples from the
-        jar. Allows client-code to call ``dict(RequestsCookieJar)`` and get a
-        vanilla python dict of key value pairs.
-
-        .. seealso:: keys() and values().
-        """
-        return list(self.iteritems())
-
-    def list_domains(self):
-        """Utility method to list all the domains in the jar."""
-        domains = []
-        for cookie in iter(self):
-            if cookie.domain not in domains:
-                domains.append(cookie.domain)
-        return domains
-
-    def list_paths(self):
-        """Utility method to list all the paths in the jar."""
-        paths = []
-        for cookie in iter(self):
-            if cookie.path not in paths:
-                paths.append(cookie.path)
-        return paths
-
-    def multiple_domains(self):
-        """Returns True if there are multiple domains in the jar.
-        Returns False otherwise.
-
-        :rtype: bool
-        """
-        domains = []
-        for cookie in iter(self):
-            if cookie.domain is not None and cookie.domain in domains:
-                return True
-            domains.append(cookie.domain)
-        return False  # there is only one domain in jar
-
-    def get_dict(self, domain=None, path=None):
-        """Takes as an argument an optional domain and path and returns a plain
-        old Python dict of name-value pairs of cookies that meet the
-        requirements.
-
-        :rtype: dict
-        """
-        dictionary = {}
-        for cookie in iter(self):
-            if (domain is None or cookie.domain == domain) and (
-                path is None or cookie.path == path
-            ):
-                dictionary[cookie.name] = cookie.value
-        return dictionary
-
-    def __contains__(self, name):
-        try:
-            return super().__contains__(name)
-        except CookieConflictError:
-            return True
-
-    def __getitem__(self, name):
-        """Dict-like __getitem__() for compatibility with client code. Throws
-        exception if there are more than one cookie with name. In that case,
-        use the more explicit get() method instead.
-
-        .. warning:: operation is O(n), not O(1).
-        """
-        return self._find_no_duplicates(name)
-
-    def __setitem__(self, name, value):
-        """Dict-like __setitem__ for compatibility with client code. Throws
-        exception if there is already a cookie of that name in the jar. In that
-        case, use the more explicit set() method instead.
-        """
-        self.set(name, value)
-
-    def __delitem__(self, name):
-        """Deletes a cookie given a name. Wraps ``http.cookiejar.CookieJar``'s
-        ``remove_cookie_by_name()``.
-        """
-        remove_cookie_by_name(self, name)
-
-    def set_cookie(self, cookie, *args, **kwargs):
-        if (
-            hasattr(cookie.value, "startswith")
-            and cookie.value.startswith('"')
-            and cookie.value.endswith('"')
-        ):
-            cookie.value = cookie.value.replace('\\"', "")
-        return super().set_cookie(cookie, *args, **kwargs)
-
-    def update(self, other):
-        """Updates this jar with cookies from another CookieJar or dict-like"""
-        if isinstance(other, cookielib.CookieJar):
-            for cookie in other:
-                self.set_cookie(copy.copy(cookie))
-        else:
-            super().update(other)
-
-    def _find(self, name, domain=None, path=None):
-        """Requests uses this method internally to get cookie values.
-
-        If there are conflicting cookies, _find arbitrarily chooses one.
-        See _find_no_duplicates if you want an exception thrown if there are
-        conflicting cookies.
-
-        :param name: a string containing name of cookie
-        :param domain: (optional) string containing domain of cookie
-        :param path: (optional) string containing path of cookie
-        :return: cookie.value
-        """
-        for cookie in iter(self):
-            if cookie.name == name:
-                if domain is None or cookie.domain == domain:
-                    if path is None or cookie.path == path:
-                        return cookie.value
-
-        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
-
-    def _find_no_duplicates(self, name, domain=None, path=None):
-        """Both ``__get_item__`` and ``get`` call this function: it's never
-        used elsewhere in Requests.
-
-        :param name: a string containing name of cookie
-        :param domain: (optional) string containing domain of cookie
-        :param path: (optional) string containing path of cookie
-        :raises KeyError: if cookie is not found
-        :raises CookieConflictError: if there are multiple cookies
-            that match name and optionally domain and path
-        :return: cookie.value
-        """
-        toReturn = None
-        for cookie in iter(self):
-            if cookie.name == name:
-                if domain is None or cookie.domain == domain:
-                    if path is None or cookie.path == path:
-                        if toReturn is not None:
-                            # if there are multiple cookies that meet passed in criteria
-                            raise CookieConflictError(
-                                f"There are multiple cookies with name, {name!r}"
-                            )
-                        # we will eventually return this as long as no cookie conflict
-                        toReturn = cookie.value
-
-        if toReturn:
-            return toReturn
-        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
-
-    def __getstate__(self):
-        """Unlike a normal CookieJar, this class is pickleable."""
-        state = self.__dict__.copy()
-        # remove the unpickleable RLock object
-        state.pop("_cookies_lock")
-        return state
-
-    def __setstate__(self, state):
-        """Unlike a normal CookieJar, this class is pickleable."""
-        self.__dict__.update(state)
-        if "_cookies_lock" not in self.__dict__:
-            self._cookies_lock = threading.RLock()
-
-    def copy(self):
-        """Return a copy of this RequestsCookieJar."""
-        new_cj = RequestsCookieJar()
-        new_cj.set_policy(self.get_policy())
-        new_cj.update(self)
-        return new_cj
-
-    def get_policy(self):
-        """Return the CookiePolicy instance used."""
-        return self._policy
-
-
-def _copy_cookie_jar(jar):
-    if jar is None:
-        return None
-
-    if hasattr(jar, "copy"):
-        # We're dealing with an instance of RequestsCookieJar
-        return jar.copy()
-    # We're dealing with a generic CookieJar instance
-    new_jar = copy.copy(jar)
-    new_jar.clear()
-    for cookie in jar:
-        new_jar.set_cookie(copy.copy(cookie))
-    return new_jar
-
-
-def create_cookie(name, value, **kwargs):
-    """Make a cookie from underspecified parameters.
-
-    By default, the pair of `name` and `value` will be set for the domain ''
-    and sent on every request (this is sometimes called a "supercookie").
-    """
-    result = {
-        "version": 0,
-        "name": name,
-        "value": value,
-        "port": None,
-        "domain": "",
-        "path": "/",
-        "secure": False,
-        "expires": None,
-        "discard": True,
-        "comment": None,
-        "comment_url": None,
-        "rest": {"HttpOnly": None},
-        "rfc2109": False,
-    }
-
-    badargs = set(kwargs) - set(result)
-    if badargs:
-        raise TypeError(
-            f"create_cookie() got unexpected keyword arguments: {list(badargs)}"
-        )
-
-    result.update(kwargs)
-    result["port_specified"] = bool(result["port"])
-    result["domain_specified"] = bool(result["domain"])
-    result["domain_initial_dot"] = result["domain"].startswith(".")
-    result["path_specified"] = bool(result["path"])
-
-    return cookielib.Cookie(**result)
-
-
-def morsel_to_cookie(morsel):
-    """Convert a Morsel object into a Cookie containing the one k/v pair."""
-
-    expires = None
-    if morsel["max-age"]:
-        try:
-            expires = int(time.time() + int(morsel["max-age"]))
-        except ValueError:
-            raise TypeError(f"max-age: {morsel['max-age']} must be integer")
-    elif morsel["expires"]:
-        time_template = "%a, %d-%b-%Y %H:%M:%S GMT"
-        expires = calendar.timegm(time.strptime(morsel["expires"], time_template))
-    return create_cookie(
-        comment=morsel["comment"],
-        comment_url=bool(morsel["comment"]),
-        discard=False,
-        domain=morsel["domain"],
-        expires=expires,
-        name=morsel.key,
-        path=morsel["path"],
-        port=None,
-        rest={"HttpOnly": morsel["httponly"]},
-        rfc2109=False,
-        secure=bool(morsel["secure"]),
-        value=morsel.value,
-        version=morsel["version"] or 0,
-    )
-
-
-def cookiejar_from_dict(cookie_dict, cookiejar=None, overwrite=True):
-    """Returns a CookieJar from a key/value dictionary.
-
-    :param cookie_dict: Dict of key/values to insert into CookieJar.
-    :param cookiejar: (optional) A cookiejar to add the cookies to.
-    :param overwrite: (optional) If False, will not replace cookies
-        already in the jar with new ones.
-    :rtype: CookieJar
-    """
-    if cookiejar is None:
-        cookiejar = RequestsCookieJar()
-
-    if cookie_dict is not None:
-        names_from_jar = [cookie.name for cookie in cookiejar]
-        for name in cookie_dict:
-            if overwrite or (name not in names_from_jar):
-                cookiejar.set_cookie(create_cookie(name, cookie_dict[name]))
-
-    return cookiejar
-
-
-def merge_cookies(cookiejar, cookies):
-    """Add cookies to cookiejar and returns a merged CookieJar.
-
-    :param cookiejar: CookieJar object to add the cookies to.
-    :param cookies: Dictionary or CookieJar object to be added.
-    :rtype: CookieJar
-    """
-    if not isinstance(cookiejar, cookielib.CookieJar):
-        raise ValueError("You can only merge into CookieJar")
-
-    if isinstance(cookies, dict):
-        cookiejar = cookiejar_from_dict(cookies, cookiejar=cookiejar, overwrite=False)
-    elif isinstance(cookies, cookielib.CookieJar):
-        try:
-            cookiejar.update(cookies)
-        except AttributeError:
-            for cookie_in_jar in cookies:
-                cookiejar.set_cookie(cookie_in_jar)
-
-    return cookiejar
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
deleted file mode 100644
index 83986b489..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
+++ /dev/null
@@ -1,151 +0,0 @@
-"""
-requests.exceptions
-~~~~~~~~~~~~~~~~~~~
-
-This module contains the set of Requests' exceptions.
-"""
-from urllib3.exceptions import HTTPError as BaseHTTPError
-
-from .compat import JSONDecodeError as CompatJSONDecodeError
-
-
-class RequestException(IOError):
-    """There was an ambiguous exception that occurred while handling your
-    request.
-    """
-
-    def __init__(self, *args, **kwargs):
-        """Initialize RequestException with `request` and `response` objects."""
-        response = kwargs.pop("response", None)
-        self.response = response
-        self.request = kwargs.pop("request", None)
-        if response is not None and not self.request and hasattr(response, "request"):
-            self.request = self.response.request
-        super().__init__(*args, **kwargs)
-
-
-class InvalidJSONError(RequestException):
-    """A JSON error occurred."""
-
-
-class JSONDecodeError(InvalidJSONError, CompatJSONDecodeError):
-    """Couldn't decode the text into json"""
-
-    def __init__(self, *args, **kwargs):
-        """
-        Construct the JSONDecodeError instance first with all
-        args. Then use it's args to construct the IOError so that
-        the json specific args aren't used as IOError specific args
-        and the error message from JSONDecodeError is preserved.
-        """
-        CompatJSONDecodeError.__init__(self, *args)
-        InvalidJSONError.__init__(self, *self.args, **kwargs)
-
-    def __reduce__(self):
-        """
-        The __reduce__ method called when pickling the object must
-        be the one from the JSONDecodeError (be it json/simplejson)
-        as it expects all the arguments for instantiation, not just
-        one like the IOError, and the MRO would by default call the
-        __reduce__ method from the IOError due to the inheritance order.
-        """
-        return CompatJSONDecodeError.__reduce__(self)
-
-
-class HTTPError(RequestException):
-    """An HTTP error occurred."""
-
-
-class ConnectionError(RequestException):
-    """A Connection error occurred."""
-
-
-class ProxyError(ConnectionError):
-    """A proxy error occurred."""
-
-
-class SSLError(ConnectionError):
-    """An SSL error occurred."""
-
-
-class Timeout(RequestException):
-    """The request timed out.
-
-    Catching this error will catch both
-    :exc:`~requests.exceptions.ConnectTimeout` and
-    :exc:`~requests.exceptions.ReadTimeout` errors.
-    """
-
-
-class ConnectTimeout(ConnectionError, Timeout):
-    """The request timed out while trying to connect to the remote server.
-
-    Requests that produced this error are safe to retry.
-    """
-
-
-class ReadTimeout(Timeout):
-    """The server did not send any data in the allotted amount of time."""
-
-
-class URLRequired(RequestException):
-    """A valid URL is required to make a request."""
-
-
-class TooManyRedirects(RequestException):
-    """Too many redirects."""
-
-
-class MissingSchema(RequestException, ValueError):
-    """The URL scheme (e.g. http or https) is missing."""
-
-
-class InvalidSchema(RequestException, ValueError):
-    """The URL scheme provided is either invalid or unsupported."""
-
-
-class InvalidURL(RequestException, ValueError):
-    """The URL provided was somehow invalid."""
-
-
-class InvalidHeader(RequestException, ValueError):
-    """The header value provided was somehow invalid."""
-
-
-class InvalidProxyURL(InvalidURL):
-    """The proxy URL provided is invalid."""
-
-
-class ChunkedEncodingError(RequestException):
-    """The server declared chunked encoding but sent an invalid chunk."""
-
-
-class ContentDecodingError(RequestException, BaseHTTPError):
-    """Failed to decode response content."""
-
-
-class StreamConsumedError(RequestException, TypeError):
-    """The content for this response was already consumed."""
-
-
-class RetryError(RequestException):
-    """Custom retries logic failed"""
-
-
-class UnrewindableBodyError(RequestException):
-    """Requests encountered an error when trying to rewind a body."""
-
-
-# Warnings
-
-
-class RequestsWarning(Warning):
-    """Base warning for Requests."""
-
-
-class FileModeWarning(RequestsWarning, DeprecationWarning):
-    """A file was opened in text mode, but Requests determined its binary length."""
-
-
-class RequestsDependencyWarning(RequestsWarning):
-    """An imported dependency doesn't match the expected version range."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
deleted file mode 100644
index 8fbcd6560..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
+++ /dev/null
@@ -1,134 +0,0 @@
-"""Module containing bug report helper(s)."""
-
-import json
-import platform
-import ssl
-import sys
-
-import idna
-import urllib3
-
-from . import __version__ as requests_version
-
-try:
-    import charset_normalizer
-except ImportError:
-    charset_normalizer = None
-
-try:
-    import chardet
-except ImportError:
-    chardet = None
-
-try:
-    from urllib3.contrib import pyopenssl
-except ImportError:
-    pyopenssl = None
-    OpenSSL = None
-    cryptography = None
-else:
-    import cryptography
-    import OpenSSL
-
-
-def _implementation():
-    """Return a dict with the Python implementation and version.
-
-    Provide both the name and the version of the Python implementation
-    currently running. For example, on CPython 3.10.3 it will return
-    {'name': 'CPython', 'version': '3.10.3'}.
-
-    This function works best on CPython and PyPy: in particular, it probably
-    doesn't work for Jython or IronPython. Future investigation should be done
-    to work out the correct shape of the code for those platforms.
-    """
-    implementation = platform.python_implementation()
-
-    if implementation == "CPython":
-        implementation_version = platform.python_version()
-    elif implementation == "PyPy":
-        implementation_version = "{}.{}.{}".format(
-            sys.pypy_version_info.major,
-            sys.pypy_version_info.minor,
-            sys.pypy_version_info.micro,
-        )
-        if sys.pypy_version_info.releaselevel != "final":
-            implementation_version = "".join(
-                [implementation_version, sys.pypy_version_info.releaselevel]
-            )
-    elif implementation == "Jython":
-        implementation_version = platform.python_version()  # Complete Guess
-    elif implementation == "IronPython":
-        implementation_version = platform.python_version()  # Complete Guess
-    else:
-        implementation_version = "Unknown"
-
-    return {"name": implementation, "version": implementation_version}
-
-
-def info():
-    """Generate information for a bug report."""
-    try:
-        platform_info = {
-            "system": platform.system(),
-            "release": platform.release(),
-        }
-    except OSError:
-        platform_info = {
-            "system": "Unknown",
-            "release": "Unknown",
-        }
-
-    implementation_info = _implementation()
-    urllib3_info = {"version": urllib3.__version__}
-    charset_normalizer_info = {"version": None}
-    chardet_info = {"version": None}
-    if charset_normalizer:
-        charset_normalizer_info = {"version": charset_normalizer.__version__}
-    if chardet:
-        chardet_info = {"version": chardet.__version__}
-
-    pyopenssl_info = {
-        "version": None,
-        "openssl_version": "",
-    }
-    if OpenSSL:
-        pyopenssl_info = {
-            "version": OpenSSL.__version__,
-            "openssl_version": f"{OpenSSL.SSL.OPENSSL_VERSION_NUMBER:x}",
-        }
-    cryptography_info = {
-        "version": getattr(cryptography, "__version__", ""),
-    }
-    idna_info = {
-        "version": getattr(idna, "__version__", ""),
-    }
-
-    system_ssl = ssl.OPENSSL_VERSION_NUMBER
-    system_ssl_info = {"version": f"{system_ssl:x}" if system_ssl is not None else ""}
-
-    return {
-        "platform": platform_info,
-        "implementation": implementation_info,
-        "system_ssl": system_ssl_info,
-        "using_pyopenssl": pyopenssl is not None,
-        "using_charset_normalizer": chardet is None,
-        "pyOpenSSL": pyopenssl_info,
-        "urllib3": urllib3_info,
-        "chardet": chardet_info,
-        "charset_normalizer": charset_normalizer_info,
-        "cryptography": cryptography_info,
-        "idna": idna_info,
-        "requests": {
-            "version": requests_version,
-        },
-    }
-
-
-def main():
-    """Pretty-print the bug information as JSON."""
-    print(json.dumps(info(), sort_keys=True, indent=2))
-
-
-if __name__ == "__main__":
-    main()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
deleted file mode 100644
index d181ba2ec..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
+++ /dev/null
@@ -1,33 +0,0 @@
-"""
-requests.hooks
-~~~~~~~~~~~~~~
-
-This module provides the capabilities for the Requests hooks system.
-
-Available hooks:
-
-``response``:
-    The response generated from a Request.
-"""
-HOOKS = ["response"]
-
-
-def default_hooks():
-    return {event: [] for event in HOOKS}
-
-
-# TODO: response is the only one
-
-
-def dispatch_hook(key, hooks, hook_data, **kwargs):
-    """Dispatches a hook dictionary on a given piece of data."""
-    hooks = hooks or {}
-    hooks = hooks.get(key)
-    if hooks:
-        if hasattr(hooks, "__call__"):
-            hooks = [hooks]
-        for hook in hooks:
-            _hook_data = hook(hook_data, **kwargs)
-            if _hook_data is not None:
-                hook_data = _hook_data
-    return hook_data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
deleted file mode 100644
index 8f56ca7d2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
+++ /dev/null
@@ -1,1037 +0,0 @@
-"""
-requests.models
-~~~~~~~~~~~~~~~
-
-This module contains the primary objects that power Requests.
-"""
-
-import datetime
-
-# Import encoding now, to avoid implicit import later.
-# Implicit import within threads may cause LookupError when standard library is in a ZIP,
-# such as in Embedded Python. See https://github.com/psf/requests/issues/3578.
-import encodings.idna  # noqa: F401
-from io import UnsupportedOperation
-
-from urllib3.exceptions import (
-    DecodeError,
-    LocationParseError,
-    ProtocolError,
-    ReadTimeoutError,
-    SSLError,
-)
-from urllib3.fields import RequestField
-from urllib3.filepost import encode_multipart_formdata
-from urllib3.util import parse_url
-
-from ._internal_utils import to_native_string, unicode_is_ascii
-from .auth import HTTPBasicAuth
-from .compat import (
-    Callable,
-    JSONDecodeError,
-    Mapping,
-    basestring,
-    builtin_str,
-    chardet,
-    cookielib,
-)
-from .compat import json as complexjson
-from .compat import urlencode, urlsplit, urlunparse
-from .cookies import _copy_cookie_jar, cookiejar_from_dict, get_cookie_header
-from .exceptions import (
-    ChunkedEncodingError,
-    ConnectionError,
-    ContentDecodingError,
-    HTTPError,
-    InvalidJSONError,
-    InvalidURL,
-)
-from .exceptions import JSONDecodeError as RequestsJSONDecodeError
-from .exceptions import MissingSchema
-from .exceptions import SSLError as RequestsSSLError
-from .exceptions import StreamConsumedError
-from .hooks import default_hooks
-from .status_codes import codes
-from .structures import CaseInsensitiveDict
-from .utils import (
-    check_header_validity,
-    get_auth_from_url,
-    guess_filename,
-    guess_json_utf,
-    iter_slices,
-    parse_header_links,
-    requote_uri,
-    stream_decode_response_unicode,
-    super_len,
-    to_key_val_list,
-)
-
-#: The set of HTTP status codes that indicate an automatically
-#: processable redirect.
-REDIRECT_STATI = (
-    codes.moved,  # 301
-    codes.found,  # 302
-    codes.other,  # 303
-    codes.temporary_redirect,  # 307
-    codes.permanent_redirect,  # 308
-)
-
-DEFAULT_REDIRECT_LIMIT = 30
-CONTENT_CHUNK_SIZE = 10 * 1024
-ITER_CHUNK_SIZE = 512
-
-
-class RequestEncodingMixin:
-    @property
-    def path_url(self):
-        """Build the path URL to use."""
-
-        url = []
-
-        p = urlsplit(self.url)
-
-        path = p.path
-        if not path:
-            path = "/"
-
-        url.append(path)
-
-        query = p.query
-        if query:
-            url.append("?")
-            url.append(query)
-
-        return "".join(url)
-
-    @staticmethod
-    def _encode_params(data):
-        """Encode parameters in a piece of data.
-
-        Will successfully encode parameters when passed as a dict or a list of
-        2-tuples. Order is retained if data is a list of 2-tuples but arbitrary
-        if parameters are supplied as a dict.
-        """
-
-        if isinstance(data, (str, bytes)):
-            return data
-        elif hasattr(data, "read"):
-            return data
-        elif hasattr(data, "__iter__"):
-            result = []
-            for k, vs in to_key_val_list(data):
-                if isinstance(vs, basestring) or not hasattr(vs, "__iter__"):
-                    vs = [vs]
-                for v in vs:
-                    if v is not None:
-                        result.append(
-                            (
-                                k.encode("utf-8") if isinstance(k, str) else k,
-                                v.encode("utf-8") if isinstance(v, str) else v,
-                            )
-                        )
-            return urlencode(result, doseq=True)
-        else:
-            return data
-
-    @staticmethod
-    def _encode_files(files, data):
-        """Build the body for a multipart/form-data request.
-
-        Will successfully encode files when passed as a dict or a list of
-        tuples. Order is retained if data is a list of tuples but arbitrary
-        if parameters are supplied as a dict.
-        The tuples may be 2-tuples (filename, fileobj), 3-tuples (filename, fileobj, contentype)
-        or 4-tuples (filename, fileobj, contentype, custom_headers).
-        """
-        if not files:
-            raise ValueError("Files must be provided.")
-        elif isinstance(data, basestring):
-            raise ValueError("Data must not be a string.")
-
-        new_fields = []
-        fields = to_key_val_list(data or {})
-        files = to_key_val_list(files or {})
-
-        for field, val in fields:
-            if isinstance(val, basestring) or not hasattr(val, "__iter__"):
-                val = [val]
-            for v in val:
-                if v is not None:
-                    # Don't call str() on bytestrings: in Py3 it all goes wrong.
-                    if not isinstance(v, bytes):
-                        v = str(v)
-
-                    new_fields.append(
-                        (
-                            field.decode("utf-8")
-                            if isinstance(field, bytes)
-                            else field,
-                            v.encode("utf-8") if isinstance(v, str) else v,
-                        )
-                    )
-
-        for k, v in files:
-            # support for explicit filename
-            ft = None
-            fh = None
-            if isinstance(v, (tuple, list)):
-                if len(v) == 2:
-                    fn, fp = v
-                elif len(v) == 3:
-                    fn, fp, ft = v
-                else:
-                    fn, fp, ft, fh = v
-            else:
-                fn = guess_filename(v) or k
-                fp = v
-
-            if isinstance(fp, (str, bytes, bytearray)):
-                fdata = fp
-            elif hasattr(fp, "read"):
-                fdata = fp.read()
-            elif fp is None:
-                continue
-            else:
-                fdata = fp
-
-            rf = RequestField(name=k, data=fdata, filename=fn, headers=fh)
-            rf.make_multipart(content_type=ft)
-            new_fields.append(rf)
-
-        body, content_type = encode_multipart_formdata(new_fields)
-
-        return body, content_type
-
-
-class RequestHooksMixin:
-    def register_hook(self, event, hook):
-        """Properly register a hook."""
-
-        if event not in self.hooks:
-            raise ValueError(f'Unsupported event specified, with event name "{event}"')
-
-        if isinstance(hook, Callable):
-            self.hooks[event].append(hook)
-        elif hasattr(hook, "__iter__"):
-            self.hooks[event].extend(h for h in hook if isinstance(h, Callable))
-
-    def deregister_hook(self, event, hook):
-        """Deregister a previously registered hook.
-        Returns True if the hook existed, False if not.
-        """
-
-        try:
-            self.hooks[event].remove(hook)
-            return True
-        except ValueError:
-            return False
-
-
-class Request(RequestHooksMixin):
-    """A user-created :class:`Request <Request>` object.
-
-    Used to prepare a :class:`PreparedRequest <PreparedRequest>`, which is sent to the server.
-
-    :param method: HTTP method to use.
-    :param url: URL to send.
-    :param headers: dictionary of headers to send.
-    :param files: dictionary of {filename: fileobject} files to multipart upload.
-    :param data: the body to attach to the request. If a dictionary or
-        list of tuples ``[(key, value)]`` is provided, form-encoding will
-        take place.
-    :param json: json for the body to attach to the request (if files or data is not specified).
-    :param params: URL parameters to append to the URL. If a dictionary or
-        list of tuples ``[(key, value)]`` is provided, form-encoding will
-        take place.
-    :param auth: Auth handler or (user, pass) tuple.
-    :param cookies: dictionary or CookieJar of cookies to attach to this request.
-    :param hooks: dictionary of callback hooks, for internal usage.
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.Request('GET', 'https://httpbin.org/get')
-      >>> req.prepare()
-      <PreparedRequest [GET]>
-    """
-
-    def __init__(
-        self,
-        method=None,
-        url=None,
-        headers=None,
-        files=None,
-        data=None,
-        params=None,
-        auth=None,
-        cookies=None,
-        hooks=None,
-        json=None,
-    ):
-        # Default empty dicts for dict params.
-        data = [] if data is None else data
-        files = [] if files is None else files
-        headers = {} if headers is None else headers
-        params = {} if params is None else params
-        hooks = {} if hooks is None else hooks
-
-        self.hooks = default_hooks()
-        for k, v in list(hooks.items()):
-            self.register_hook(event=k, hook=v)
-
-        self.method = method
-        self.url = url
-        self.headers = headers
-        self.files = files
-        self.data = data
-        self.json = json
-        self.params = params
-        self.auth = auth
-        self.cookies = cookies
-
-    def __repr__(self):
-        return f"<Request [{self.method}]>"
-
-    def prepare(self):
-        """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it."""
-        p = PreparedRequest()
-        p.prepare(
-            method=self.method,
-            url=self.url,
-            headers=self.headers,
-            files=self.files,
-            data=self.data,
-            json=self.json,
-            params=self.params,
-            auth=self.auth,
-            cookies=self.cookies,
-            hooks=self.hooks,
-        )
-        return p
-
-
-class PreparedRequest(RequestEncodingMixin, RequestHooksMixin):
-    """The fully mutable :class:`PreparedRequest <PreparedRequest>` object,
-    containing the exact bytes that will be sent to the server.
-
-    Instances are generated from a :class:`Request <Request>` object, and
-    should not be instantiated manually; doing so may produce undesirable
-    effects.
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.Request('GET', 'https://httpbin.org/get')
-      >>> r = req.prepare()
-      >>> r
-      <PreparedRequest [GET]>
-
-      >>> s = requests.Session()
-      >>> s.send(r)
-      <Response [200]>
-    """
-
-    def __init__(self):
-        #: HTTP verb to send to the server.
-        self.method = None
-        #: HTTP URL to send the request to.
-        self.url = None
-        #: dictionary of HTTP headers.
-        self.headers = None
-        # The `CookieJar` used to create the Cookie header will be stored here
-        # after prepare_cookies is called
-        self._cookies = None
-        #: request body to send to the server.
-        self.body = None
-        #: dictionary of callback hooks, for internal usage.
-        self.hooks = default_hooks()
-        #: integer denoting starting position of a readable file-like body.
-        self._body_position = None
-
-    def prepare(
-        self,
-        method=None,
-        url=None,
-        headers=None,
-        files=None,
-        data=None,
-        params=None,
-        auth=None,
-        cookies=None,
-        hooks=None,
-        json=None,
-    ):
-        """Prepares the entire request with the given parameters."""
-
-        self.prepare_method(method)
-        self.prepare_url(url, params)
-        self.prepare_headers(headers)
-        self.prepare_cookies(cookies)
-        self.prepare_body(data, files, json)
-        self.prepare_auth(auth, url)
-
-        # Note that prepare_auth must be last to enable authentication schemes
-        # such as OAuth to work on a fully prepared request.
-
-        # This MUST go after prepare_auth. Authenticators could add a hook
-        self.prepare_hooks(hooks)
-
-    def __repr__(self):
-        return f"<PreparedRequest [{self.method}]>"
-
-    def copy(self):
-        p = PreparedRequest()
-        p.method = self.method
-        p.url = self.url
-        p.headers = self.headers.copy() if self.headers is not None else None
-        p._cookies = _copy_cookie_jar(self._cookies)
-        p.body = self.body
-        p.hooks = self.hooks
-        p._body_position = self._body_position
-        return p
-
-    def prepare_method(self, method):
-        """Prepares the given HTTP method."""
-        self.method = method
-        if self.method is not None:
-            self.method = to_native_string(self.method.upper())
-
-    @staticmethod
-    def _get_idna_encoded_host(host):
-        import idna
-
-        try:
-            host = idna.encode(host, uts46=True).decode("utf-8")
-        except idna.IDNAError:
-            raise UnicodeError
-        return host
-
-    def prepare_url(self, url, params):
-        """Prepares the given HTTP URL."""
-        #: Accept objects that have string representations.
-        #: We're unable to blindly call unicode/str functions
-        #: as this will include the bytestring indicator (b'')
-        #: on python 3.x.
-        #: https://github.com/psf/requests/pull/2238
-        if isinstance(url, bytes):
-            url = url.decode("utf8")
-        else:
-            url = str(url)
-
-        # Remove leading whitespaces from url
-        url = url.lstrip()
-
-        # Don't do any URL preparation for non-HTTP schemes like `mailto`,
-        # `data` etc to work around exceptions from `url_parse`, which
-        # handles RFC 3986 only.
-        if ":" in url and not url.lower().startswith("http"):
-            self.url = url
-            return
-
-        # Support for unicode domain names and paths.
-        try:
-            scheme, auth, host, port, path, query, fragment = parse_url(url)
-        except LocationParseError as e:
-            raise InvalidURL(*e.args)
-
-        if not scheme:
-            raise MissingSchema(
-                f"Invalid URL {url!r}: No scheme supplied. "
-                f"Perhaps you meant https://{url}?"
-            )
-
-        if not host:
-            raise InvalidURL(f"Invalid URL {url!r}: No host supplied")
-
-        # In general, we want to try IDNA encoding the hostname if the string contains
-        # non-ASCII characters. This allows users to automatically get the correct IDNA
-        # behaviour. For strings containing only ASCII characters, we need to also verify
-        # it doesn't start with a wildcard (*), before allowing the unencoded hostname.
-        if not unicode_is_ascii(host):
-            try:
-                host = self._get_idna_encoded_host(host)
-            except UnicodeError:
-                raise InvalidURL("URL has an invalid label.")
-        elif host.startswith(("*", ".")):
-            raise InvalidURL("URL has an invalid label.")
-
-        # Carefully reconstruct the network location
-        netloc = auth or ""
-        if netloc:
-            netloc += "@"
-        netloc += host
-        if port:
-            netloc += f":{port}"
-
-        # Bare domains aren't valid URLs.
-        if not path:
-            path = "/"
-
-        if isinstance(params, (str, bytes)):
-            params = to_native_string(params)
-
-        enc_params = self._encode_params(params)
-        if enc_params:
-            if query:
-                query = f"{query}&{enc_params}"
-            else:
-                query = enc_params
-
-        url = requote_uri(urlunparse([scheme, netloc, path, None, query, fragment]))
-        self.url = url
-
-    def prepare_headers(self, headers):
-        """Prepares the given HTTP headers."""
-
-        self.headers = CaseInsensitiveDict()
-        if headers:
-            for header in headers.items():
-                # Raise exception on invalid header value.
-                check_header_validity(header)
-                name, value = header
-                self.headers[to_native_string(name)] = value
-
-    def prepare_body(self, data, files, json=None):
-        """Prepares the given HTTP body data."""
-
-        # Check if file, fo, generator, iterator.
-        # If not, run through normal process.
-
-        # Nottin' on you.
-        body = None
-        content_type = None
-
-        if not data and json is not None:
-            # urllib3 requires a bytes-like body. Python 2's json.dumps
-            # provides this natively, but Python 3 gives a Unicode string.
-            content_type = "application/json"
-
-            try:
-                body = complexjson.dumps(json, allow_nan=False)
-            except ValueError as ve:
-                raise InvalidJSONError(ve, request=self)
-
-            if not isinstance(body, bytes):
-                body = body.encode("utf-8")
-
-        is_stream = all(
-            [
-                hasattr(data, "__iter__"),
-                not isinstance(data, (basestring, list, tuple, Mapping)),
-            ]
-        )
-
-        if is_stream:
-            try:
-                length = super_len(data)
-            except (TypeError, AttributeError, UnsupportedOperation):
-                length = None
-
-            body = data
-
-            if getattr(body, "tell", None) is not None:
-                # Record the current file position before reading.
-                # This will allow us to rewind a file in the event
-                # of a redirect.
-                try:
-                    self._body_position = body.tell()
-                except OSError:
-                    # This differentiates from None, allowing us to catch
-                    # a failed `tell()` later when trying to rewind the body
-                    self._body_position = object()
-
-            if files:
-                raise NotImplementedError(
-                    "Streamed bodies and files are mutually exclusive."
-                )
-
-            if length:
-                self.headers["Content-Length"] = builtin_str(length)
-            else:
-                self.headers["Transfer-Encoding"] = "chunked"
-        else:
-            # Multi-part file uploads.
-            if files:
-                (body, content_type) = self._encode_files(files, data)
-            else:
-                if data:
-                    body = self._encode_params(data)
-                    if isinstance(data, basestring) or hasattr(data, "read"):
-                        content_type = None
-                    else:
-                        content_type = "application/x-www-form-urlencoded"
-
-            self.prepare_content_length(body)
-
-            # Add content-type if it wasn't explicitly provided.
-            if content_type and ("content-type" not in self.headers):
-                self.headers["Content-Type"] = content_type
-
-        self.body = body
-
-    def prepare_content_length(self, body):
-        """Prepare Content-Length header based on request method and body"""
-        if body is not None:
-            length = super_len(body)
-            if length:
-                # If length exists, set it. Otherwise, we fallback
-                # to Transfer-Encoding: chunked.
-                self.headers["Content-Length"] = builtin_str(length)
-        elif (
-            self.method not in ("GET", "HEAD")
-            and self.headers.get("Content-Length") is None
-        ):
-            # Set Content-Length to 0 for methods that can have a body
-            # but don't provide one. (i.e. not GET or HEAD)
-            self.headers["Content-Length"] = "0"
-
-    def prepare_auth(self, auth, url=""):
-        """Prepares the given HTTP auth data."""
-
-        # If no Auth is explicitly provided, extract it from the URL first.
-        if auth is None:
-            url_auth = get_auth_from_url(self.url)
-            auth = url_auth if any(url_auth) else None
-
-        if auth:
-            if isinstance(auth, tuple) and len(auth) == 2:
-                # special-case basic HTTP auth
-                auth = HTTPBasicAuth(*auth)
-
-            # Allow auth to make its changes.
-            r = auth(self)
-
-            # Update self to reflect the auth changes.
-            self.__dict__.update(r.__dict__)
-
-            # Recompute Content-Length
-            self.prepare_content_length(self.body)
-
-    def prepare_cookies(self, cookies):
-        """Prepares the given HTTP cookie data.
-
-        This function eventually generates a ``Cookie`` header from the
-        given cookies using cookielib. Due to cookielib's design, the header
-        will not be regenerated if it already exists, meaning this function
-        can only be called once for the life of the
-        :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls
-        to ``prepare_cookies`` will have no actual effect, unless the "Cookie"
-        header is removed beforehand.
-        """
-        if isinstance(cookies, cookielib.CookieJar):
-            self._cookies = cookies
-        else:
-            self._cookies = cookiejar_from_dict(cookies)
-
-        cookie_header = get_cookie_header(self._cookies, self)
-        if cookie_header is not None:
-            self.headers["Cookie"] = cookie_header
-
-    def prepare_hooks(self, hooks):
-        """Prepares the given hooks."""
-        # hooks can be passed as None to the prepare method and to this
-        # method. To prevent iterating over None, simply use an empty list
-        # if hooks is False-y
-        hooks = hooks or []
-        for event in hooks:
-            self.register_hook(event, hooks[event])
-
-
-class Response:
-    """The :class:`Response <Response>` object, which contains a
-    server's response to an HTTP request.
-    """
-
-    __attrs__ = [
-        "_content",
-        "status_code",
-        "headers",
-        "url",
-        "history",
-        "encoding",
-        "reason",
-        "cookies",
-        "elapsed",
-        "request",
-    ]
-
-    def __init__(self):
-        self._content = False
-        self._content_consumed = False
-        self._next = None
-
-        #: Integer Code of responded HTTP Status, e.g. 404 or 200.
-        self.status_code = None
-
-        #: Case-insensitive Dictionary of Response Headers.
-        #: For example, ``headers['content-encoding']`` will return the
-        #: value of a ``'Content-Encoding'`` response header.
-        self.headers = CaseInsensitiveDict()
-
-        #: File-like object representation of response (for advanced usage).
-        #: Use of ``raw`` requires that ``stream=True`` be set on the request.
-        #: This requirement does not apply for use internally to Requests.
-        self.raw = None
-
-        #: Final URL location of Response.
-        self.url = None
-
-        #: Encoding to decode with when accessing r.text.
-        self.encoding = None
-
-        #: A list of :class:`Response <Response>` objects from
-        #: the history of the Request. Any redirect responses will end
-        #: up here. The list is sorted from the oldest to the most recent request.
-        self.history = []
-
-        #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK".
-        self.reason = None
-
-        #: A CookieJar of Cookies the server sent back.
-        self.cookies = cookiejar_from_dict({})
-
-        #: The amount of time elapsed between sending the request
-        #: and the arrival of the response (as a timedelta).
-        #: This property specifically measures the time taken between sending
-        #: the first byte of the request and finishing parsing the headers. It
-        #: is therefore unaffected by consuming the response content or the
-        #: value of the ``stream`` keyword argument.
-        self.elapsed = datetime.timedelta(0)
-
-        #: The :class:`PreparedRequest <PreparedRequest>` object to which this
-        #: is a response.
-        self.request = None
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, *args):
-        self.close()
-
-    def __getstate__(self):
-        # Consume everything; accessing the content attribute makes
-        # sure the content has been fully read.
-        if not self._content_consumed:
-            self.content
-
-        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
-
-    def __setstate__(self, state):
-        for name, value in state.items():
-            setattr(self, name, value)
-
-        # pickled objects do not have .raw
-        setattr(self, "_content_consumed", True)
-        setattr(self, "raw", None)
-
-    def __repr__(self):
-        return f"<Response [{self.status_code}]>"
-
-    def __bool__(self):
-        """Returns True if :attr:`status_code` is less than 400.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code, is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        return self.ok
-
-    def __nonzero__(self):
-        """Returns True if :attr:`status_code` is less than 400.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code, is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        return self.ok
-
-    def __iter__(self):
-        """Allows you to use a response as an iterator."""
-        return self.iter_content(128)
-
-    @property
-    def ok(self):
-        """Returns True if :attr:`status_code` is less than 400, False if not.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        try:
-            self.raise_for_status()
-        except HTTPError:
-            return False
-        return True
-
-    @property
-    def is_redirect(self):
-        """True if this Response is a well-formed HTTP redirect that could have
-        been processed automatically (by :meth:`Session.resolve_redirects`).
-        """
-        return "location" in self.headers and self.status_code in REDIRECT_STATI
-
-    @property
-    def is_permanent_redirect(self):
-        """True if this Response one of the permanent versions of redirect."""
-        return "location" in self.headers and self.status_code in (
-            codes.moved_permanently,
-            codes.permanent_redirect,
-        )
-
-    @property
-    def next(self):
-        """Returns a PreparedRequest for the next request in a redirect chain, if there is one."""
-        return self._next
-
-    @property
-    def apparent_encoding(self):
-        """The apparent encoding, provided by the charset_normalizer or chardet libraries."""
-        if chardet is not None:
-            return chardet.detect(self.content)["encoding"]
-        else:
-            # If no character detection library is available, we'll fall back
-            # to a standard Python utf-8 str.
-            return "utf-8"
-
-    def iter_content(self, chunk_size=1, decode_unicode=False):
-        """Iterates over the response data.  When stream=True is set on the
-        request, this avoids reading the content at once into memory for
-        large responses.  The chunk size is the number of bytes it should
-        read into memory.  This is not necessarily the length of each item
-        returned as decoding can take place.
-
-        chunk_size must be of type int or None. A value of None will
-        function differently depending on the value of `stream`.
-        stream=True will read data as it arrives in whatever size the
-        chunks are received. If stream=False, data is returned as
-        a single chunk.
-
-        If decode_unicode is True, content will be decoded using the best
-        available encoding based on the response.
-        """
-
-        def generate():
-            # Special case for urllib3.
-            if hasattr(self.raw, "stream"):
-                try:
-                    yield from self.raw.stream(chunk_size, decode_content=True)
-                except ProtocolError as e:
-                    raise ChunkedEncodingError(e)
-                except DecodeError as e:
-                    raise ContentDecodingError(e)
-                except ReadTimeoutError as e:
-                    raise ConnectionError(e)
-                except SSLError as e:
-                    raise RequestsSSLError(e)
-            else:
-                # Standard file-like object.
-                while True:
-                    chunk = self.raw.read(chunk_size)
-                    if not chunk:
-                        break
-                    yield chunk
-
-            self._content_consumed = True
-
-        if self._content_consumed and isinstance(self._content, bool):
-            raise StreamConsumedError()
-        elif chunk_size is not None and not isinstance(chunk_size, int):
-            raise TypeError(
-                f"chunk_size must be an int, it is instead a {type(chunk_size)}."
-            )
-        # simulate reading small chunks of the content
-        reused_chunks = iter_slices(self._content, chunk_size)
-
-        stream_chunks = generate()
-
-        chunks = reused_chunks if self._content_consumed else stream_chunks
-
-        if decode_unicode:
-            chunks = stream_decode_response_unicode(chunks, self)
-
-        return chunks
-
-    def iter_lines(
-        self, chunk_size=ITER_CHUNK_SIZE, decode_unicode=False, delimiter=None
-    ):
-        """Iterates over the response data, one line at a time.  When
-        stream=True is set on the request, this avoids reading the
-        content at once into memory for large responses.
-
-        .. note:: This method is not reentrant safe.
-        """
-
-        pending = None
-
-        for chunk in self.iter_content(
-            chunk_size=chunk_size, decode_unicode=decode_unicode
-        ):
-            if pending is not None:
-                chunk = pending + chunk
-
-            if delimiter:
-                lines = chunk.split(delimiter)
-            else:
-                lines = chunk.splitlines()
-
-            if lines and lines[-1] and chunk and lines[-1][-1] == chunk[-1]:
-                pending = lines.pop()
-            else:
-                pending = None
-
-            yield from lines
-
-        if pending is not None:
-            yield pending
-
-    @property
-    def content(self):
-        """Content of the response, in bytes."""
-
-        if self._content is False:
-            # Read the contents.
-            if self._content_consumed:
-                raise RuntimeError("The content for this response was already consumed")
-
-            if self.status_code == 0 or self.raw is None:
-                self._content = None
-            else:
-                self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
-
-        self._content_consumed = True
-        # don't need to release the connection; that's been handled by urllib3
-        # since we exhausted the data.
-        return self._content
-
-    @property
-    def text(self):
-        """Content of the response, in unicode.
-
-        If Response.encoding is None, encoding will be guessed using
-        ``charset_normalizer`` or ``chardet``.
-
-        The encoding of the response content is determined based solely on HTTP
-        headers, following RFC 2616 to the letter. If you can take advantage of
-        non-HTTP knowledge to make a better guess at the encoding, you should
-        set ``r.encoding`` appropriately before accessing this property.
-        """
-
-        # Try charset from content-type
-        content = None
-        encoding = self.encoding
-
-        if not self.content:
-            return ""
-
-        # Fallback to auto-detected encoding.
-        if self.encoding is None:
-            encoding = self.apparent_encoding
-
-        # Decode unicode from given encoding.
-        try:
-            content = str(self.content, encoding, errors="replace")
-        except (LookupError, TypeError):
-            # A LookupError is raised if the encoding was not found which could
-            # indicate a misspelling or similar mistake.
-            #
-            # A TypeError can be raised if encoding is None
-            #
-            # So we try blindly encoding.
-            content = str(self.content, errors="replace")
-
-        return content
-
-    def json(self, **kwargs):
-        r"""Returns the json-encoded content of a response, if any.
-
-        :param \*\*kwargs: Optional arguments that ``json.loads`` takes.
-        :raises requests.exceptions.JSONDecodeError: If the response body does not
-            contain valid json.
-        """
-
-        if not self.encoding and self.content and len(self.content) > 3:
-            # No encoding set. JSON RFC 4627 section 3 states we should expect
-            # UTF-8, -16 or -32. Detect which one to use; If the detection or
-            # decoding fails, fall back to `self.text` (using charset_normalizer to make
-            # a best guess).
-            encoding = guess_json_utf(self.content)
-            if encoding is not None:
-                try:
-                    return complexjson.loads(self.content.decode(encoding), **kwargs)
-                except UnicodeDecodeError:
-                    # Wrong UTF codec detected; usually because it's not UTF-8
-                    # but some other 8-bit codec.  This is an RFC violation,
-                    # and the server didn't bother to tell us what codec *was*
-                    # used.
-                    pass
-                except JSONDecodeError as e:
-                    raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
-
-        try:
-            return complexjson.loads(self.text, **kwargs)
-        except JSONDecodeError as e:
-            # Catch JSON-related errors and raise as requests.JSONDecodeError
-            # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
-            raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
-
-    @property
-    def links(self):
-        """Returns the parsed header links of the response, if any."""
-
-        header = self.headers.get("link")
-
-        resolved_links = {}
-
-        if header:
-            links = parse_header_links(header)
-
-            for link in links:
-                key = link.get("rel") or link.get("url")
-                resolved_links[key] = link
-
-        return resolved_links
-
-    def raise_for_status(self):
-        """Raises :class:`HTTPError`, if one occurred."""
-
-        http_error_msg = ""
-        if isinstance(self.reason, bytes):
-            # We attempt to decode utf-8 first because some servers
-            # choose to localize their reason strings. If the string
-            # isn't utf-8, we fall back to iso-8859-1 for all other
-            # encodings. (See PR #3538)
-            try:
-                reason = self.reason.decode("utf-8")
-            except UnicodeDecodeError:
-                reason = self.reason.decode("iso-8859-1")
-        else:
-            reason = self.reason
-
-        if 400 <= self.status_code < 500:
-            http_error_msg = (
-                f"{self.status_code} Client Error: {reason} for url: {self.url}"
-            )
-
-        elif 500 <= self.status_code < 600:
-            http_error_msg = (
-                f"{self.status_code} Server Error: {reason} for url: {self.url}"
-            )
-
-        if http_error_msg:
-            raise HTTPError(http_error_msg, response=self)
-
-    def close(self):
-        """Releases the connection back to the pool. Once this method has been
-        called the underlying ``raw`` object must not be accessed again.
-
-        *Note: Should not normally need to be called explicitly.*
-        """
-        if not self._content_consumed:
-            self.raw.close()
-
-        release_conn = getattr(self.raw, "release_conn", None)
-        if release_conn is not None:
-            release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
deleted file mode 100644
index 5ab3d8e25..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
+++ /dev/null
@@ -1,23 +0,0 @@
-import sys
-
-from .compat import chardet
-
-# This code exists for backwards compatibility reasons.
-# I don't like it either. Just look the other way. :)
-
-for package in ("urllib3", "idna"):
-    locals()[package] = __import__(package)
-    # This traversal is apparently necessary such that the identities are
-    # preserved (requests.packages.urllib3.* is urllib3.*)
-    for mod in list(sys.modules):
-        if mod == package or mod.startswith(f"{package}."):
-            sys.modules[f"requests.packages.{mod}"] = sys.modules[mod]
-
-if chardet is not None:
-    target = chardet.__name__
-    for mod in list(sys.modules):
-        if mod == target or mod.startswith(f"{target}."):
-            imported_mod = sys.modules[mod]
-            sys.modules[f"requests.packages.{mod}"] = imported_mod
-            mod = mod.replace(target, "chardet")
-            sys.modules[f"requests.packages.{mod}"] = imported_mod
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
deleted file mode 100644
index b387bc36d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
+++ /dev/null
@@ -1,831 +0,0 @@
-"""
-requests.sessions
-~~~~~~~~~~~~~~~~~
-
-This module provides a Session object to manage and persist settings across
-requests (cookies, auth, proxies).
-"""
-import os
-import sys
-import time
-from collections import OrderedDict
-from datetime import timedelta
-
-from ._internal_utils import to_native_string
-from .adapters import HTTPAdapter
-from .auth import _basic_auth_str
-from .compat import Mapping, cookielib, urljoin, urlparse
-from .cookies import (
-    RequestsCookieJar,
-    cookiejar_from_dict,
-    extract_cookies_to_jar,
-    merge_cookies,
-)
-from .exceptions import (
-    ChunkedEncodingError,
-    ContentDecodingError,
-    InvalidSchema,
-    TooManyRedirects,
-)
-from .hooks import default_hooks, dispatch_hook
-
-# formerly defined here, reexposed here for backward compatibility
-from .models import (  # noqa: F401
-    DEFAULT_REDIRECT_LIMIT,
-    REDIRECT_STATI,
-    PreparedRequest,
-    Request,
-)
-from .status_codes import codes
-from .structures import CaseInsensitiveDict
-from .utils import (  # noqa: F401
-    DEFAULT_PORTS,
-    default_headers,
-    get_auth_from_url,
-    get_environ_proxies,
-    get_netrc_auth,
-    requote_uri,
-    resolve_proxies,
-    rewind_body,
-    should_bypass_proxies,
-    to_key_val_list,
-)
-
-# Preferred clock, based on which one is more accurate on a given system.
-if sys.platform == "win32":
-    preferred_clock = time.perf_counter
-else:
-    preferred_clock = time.time
-
-
-def merge_setting(request_setting, session_setting, dict_class=OrderedDict):
-    """Determines appropriate setting for a given request, taking into account
-    the explicit setting on that request, and the setting in the session. If a
-    setting is a dictionary, they will be merged together using `dict_class`
-    """
-
-    if session_setting is None:
-        return request_setting
-
-    if request_setting is None:
-        return session_setting
-
-    # Bypass if not a dictionary (e.g. verify)
-    if not (
-        isinstance(session_setting, Mapping) and isinstance(request_setting, Mapping)
-    ):
-        return request_setting
-
-    merged_setting = dict_class(to_key_val_list(session_setting))
-    merged_setting.update(to_key_val_list(request_setting))
-
-    # Remove keys that are set to None. Extract keys first to avoid altering
-    # the dictionary during iteration.
-    none_keys = [k for (k, v) in merged_setting.items() if v is None]
-    for key in none_keys:
-        del merged_setting[key]
-
-    return merged_setting
-
-
-def merge_hooks(request_hooks, session_hooks, dict_class=OrderedDict):
-    """Properly merges both requests and session hooks.
-
-    This is necessary because when request_hooks == {'response': []}, the
-    merge breaks Session hooks entirely.
-    """
-    if session_hooks is None or session_hooks.get("response") == []:
-        return request_hooks
-
-    if request_hooks is None or request_hooks.get("response") == []:
-        return session_hooks
-
-    return merge_setting(request_hooks, session_hooks, dict_class)
-
-
-class SessionRedirectMixin:
-    def get_redirect_target(self, resp):
-        """Receives a Response. Returns a redirect URI or ``None``"""
-        # Due to the nature of how requests processes redirects this method will
-        # be called at least once upon the original response and at least twice
-        # on each subsequent redirect response (if any).
-        # If a custom mixin is used to handle this logic, it may be advantageous
-        # to cache the redirect location onto the response object as a private
-        # attribute.
-        if resp.is_redirect:
-            location = resp.headers["location"]
-            # Currently the underlying http module on py3 decode headers
-            # in latin1, but empirical evidence suggests that latin1 is very
-            # rarely used with non-ASCII characters in HTTP headers.
-            # It is more likely to get UTF8 header rather than latin1.
-            # This causes incorrect handling of UTF8 encoded location headers.
-            # To solve this, we re-encode the location in latin1.
-            location = location.encode("latin1")
-            return to_native_string(location, "utf8")
-        return None
-
-    def should_strip_auth(self, old_url, new_url):
-        """Decide whether Authorization header should be removed when redirecting"""
-        old_parsed = urlparse(old_url)
-        new_parsed = urlparse(new_url)
-        if old_parsed.hostname != new_parsed.hostname:
-            return True
-        # Special case: allow http -> https redirect when using the standard
-        # ports. This isn't specified by RFC 7235, but is kept to avoid
-        # breaking backwards compatibility with older versions of requests
-        # that allowed any redirects on the same host.
-        if (
-            old_parsed.scheme == "http"
-            and old_parsed.port in (80, None)
-            and new_parsed.scheme == "https"
-            and new_parsed.port in (443, None)
-        ):
-            return False
-
-        # Handle default port usage corresponding to scheme.
-        changed_port = old_parsed.port != new_parsed.port
-        changed_scheme = old_parsed.scheme != new_parsed.scheme
-        default_port = (DEFAULT_PORTS.get(old_parsed.scheme, None), None)
-        if (
-            not changed_scheme
-            and old_parsed.port in default_port
-            and new_parsed.port in default_port
-        ):
-            return False
-
-        # Standard case: root URI must match
-        return changed_port or changed_scheme
-
-    def resolve_redirects(
-        self,
-        resp,
-        req,
-        stream=False,
-        timeout=None,
-        verify=True,
-        cert=None,
-        proxies=None,
-        yield_requests=False,
-        **adapter_kwargs,
-    ):
-        """Receives a Response. Returns a generator of Responses or Requests."""
-
-        hist = []  # keep track of history
-
-        url = self.get_redirect_target(resp)
-        previous_fragment = urlparse(req.url).fragment
-        while url:
-            prepared_request = req.copy()
-
-            # Update history and keep track of redirects.
-            # resp.history must ignore the original request in this loop
-            hist.append(resp)
-            resp.history = hist[1:]
-
-            try:
-                resp.content  # Consume socket so it can be released
-            except (ChunkedEncodingError, ContentDecodingError, RuntimeError):
-                resp.raw.read(decode_content=False)
-
-            if len(resp.history) >= self.max_redirects:
-                raise TooManyRedirects(
-                    f"Exceeded {self.max_redirects} redirects.", response=resp
-                )
-
-            # Release the connection back into the pool.
-            resp.close()
-
-            # Handle redirection without scheme (see: RFC 1808 Section 4)
-            if url.startswith("//"):
-                parsed_rurl = urlparse(resp.url)
-                url = ":".join([to_native_string(parsed_rurl.scheme), url])
-
-            # Normalize url case and attach previous fragment if needed (RFC 7231 7.1.2)
-            parsed = urlparse(url)
-            if parsed.fragment == "" and previous_fragment:
-                parsed = parsed._replace(fragment=previous_fragment)
-            elif parsed.fragment:
-                previous_fragment = parsed.fragment
-            url = parsed.geturl()
-
-            # Facilitate relative 'location' headers, as allowed by RFC 7231.
-            # (e.g. '/path/to/resource' instead of 'http://domain.tld/path/to/resource')
-            # Compliant with RFC3986, we percent encode the url.
-            if not parsed.netloc:
-                url = urljoin(resp.url, requote_uri(url))
-            else:
-                url = requote_uri(url)
-
-            prepared_request.url = to_native_string(url)
-
-            self.rebuild_method(prepared_request, resp)
-
-            # https://github.com/psf/requests/issues/1084
-            if resp.status_code not in (
-                codes.temporary_redirect,
-                codes.permanent_redirect,
-            ):
-                # https://github.com/psf/requests/issues/3490
-                purged_headers = ("Content-Length", "Content-Type", "Transfer-Encoding")
-                for header in purged_headers:
-                    prepared_request.headers.pop(header, None)
-                prepared_request.body = None
-
-            headers = prepared_request.headers
-            headers.pop("Cookie", None)
-
-            # Extract any cookies sent on the response to the cookiejar
-            # in the new request. Because we've mutated our copied prepared
-            # request, use the old one that we haven't yet touched.
-            extract_cookies_to_jar(prepared_request._cookies, req, resp.raw)
-            merge_cookies(prepared_request._cookies, self.cookies)
-            prepared_request.prepare_cookies(prepared_request._cookies)
-
-            # Rebuild auth and proxy information.
-            proxies = self.rebuild_proxies(prepared_request, proxies)
-            self.rebuild_auth(prepared_request, resp)
-
-            # A failed tell() sets `_body_position` to `object()`. This non-None
-            # value ensures `rewindable` will be True, allowing us to raise an
-            # UnrewindableBodyError, instead of hanging the connection.
-            rewindable = prepared_request._body_position is not None and (
-                "Content-Length" in headers or "Transfer-Encoding" in headers
-            )
-
-            # Attempt to rewind consumed file-like object.
-            if rewindable:
-                rewind_body(prepared_request)
-
-            # Override the original request.
-            req = prepared_request
-
-            if yield_requests:
-                yield req
-            else:
-                resp = self.send(
-                    req,
-                    stream=stream,
-                    timeout=timeout,
-                    verify=verify,
-                    cert=cert,
-                    proxies=proxies,
-                    allow_redirects=False,
-                    **adapter_kwargs,
-                )
-
-                extract_cookies_to_jar(self.cookies, prepared_request, resp.raw)
-
-                # extract redirect url, if any, for the next loop
-                url = self.get_redirect_target(resp)
-                yield resp
-
-    def rebuild_auth(self, prepared_request, response):
-        """When being redirected we may want to strip authentication from the
-        request to avoid leaking credentials. This method intelligently removes
-        and reapplies authentication where possible to avoid credential loss.
-        """
-        headers = prepared_request.headers
-        url = prepared_request.url
-
-        if "Authorization" in headers and self.should_strip_auth(
-            response.request.url, url
-        ):
-            # If we get redirected to a new host, we should strip out any
-            # authentication headers.
-            del headers["Authorization"]
-
-        # .netrc might have more auth for us on our new host.
-        new_auth = get_netrc_auth(url) if self.trust_env else None
-        if new_auth is not None:
-            prepared_request.prepare_auth(new_auth)
-
-    def rebuild_proxies(self, prepared_request, proxies):
-        """This method re-evaluates the proxy configuration by considering the
-        environment variables. If we are redirected to a URL covered by
-        NO_PROXY, we strip the proxy configuration. Otherwise, we set missing
-        proxy keys for this URL (in case they were stripped by a previous
-        redirect).
-
-        This method also replaces the Proxy-Authorization header where
-        necessary.
-
-        :rtype: dict
-        """
-        headers = prepared_request.headers
-        scheme = urlparse(prepared_request.url).scheme
-        new_proxies = resolve_proxies(prepared_request, proxies, self.trust_env)
-
-        if "Proxy-Authorization" in headers:
-            del headers["Proxy-Authorization"]
-
-        try:
-            username, password = get_auth_from_url(new_proxies[scheme])
-        except KeyError:
-            username, password = None, None
-
-        # urllib3 handles proxy authorization for us in the standard adapter.
-        # Avoid appending this to TLS tunneled requests where it may be leaked.
-        if not scheme.startswith("https") and username and password:
-            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
-
-        return new_proxies
-
-    def rebuild_method(self, prepared_request, response):
-        """When being redirected we may want to change the method of the request
-        based on certain specs or browser behavior.
-        """
-        method = prepared_request.method
-
-        # https://tools.ietf.org/html/rfc7231#section-6.4.4
-        if response.status_code == codes.see_other and method != "HEAD":
-            method = "GET"
-
-        # Do what the browsers do, despite standards...
-        # First, turn 302s into GETs.
-        if response.status_code == codes.found and method != "HEAD":
-            method = "GET"
-
-        # Second, if a POST is responded to with a 301, turn it into a GET.
-        # This bizarre behaviour is explained in Issue 1704.
-        if response.status_code == codes.moved and method == "POST":
-            method = "GET"
-
-        prepared_request.method = method
-
-
-class Session(SessionRedirectMixin):
-    """A Requests session.
-
-    Provides cookie persistence, connection-pooling, and configuration.
-
-    Basic Usage::
-
-      >>> import requests
-      >>> s = requests.Session()
-      >>> s.get('https://httpbin.org/get')
-      <Response [200]>
-
-    Or as a context manager::
-
-      >>> with requests.Session() as s:
-      ...     s.get('https://httpbin.org/get')
-      <Response [200]>
-    """
-
-    __attrs__ = [
-        "headers",
-        "cookies",
-        "auth",
-        "proxies",
-        "hooks",
-        "params",
-        "verify",
-        "cert",
-        "adapters",
-        "stream",
-        "trust_env",
-        "max_redirects",
-    ]
-
-    def __init__(self):
-        #: A case-insensitive dictionary of headers to be sent on each
-        #: :class:`Request <Request>` sent from this
-        #: :class:`Session <Session>`.
-        self.headers = default_headers()
-
-        #: Default Authentication tuple or object to attach to
-        #: :class:`Request <Request>`.
-        self.auth = None
-
-        #: Dictionary mapping protocol or protocol and host to the URL of the proxy
-        #: (e.g. {'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}) to
-        #: be used on each :class:`Request <Request>`.
-        self.proxies = {}
-
-        #: Event-handling hooks.
-        self.hooks = default_hooks()
-
-        #: Dictionary of querystring data to attach to each
-        #: :class:`Request <Request>`. The dictionary values may be lists for
-        #: representing multivalued query parameters.
-        self.params = {}
-
-        #: Stream response content default.
-        self.stream = False
-
-        #: SSL Verification default.
-        #: Defaults to `True`, requiring requests to verify the TLS certificate at the
-        #: remote end.
-        #: If verify is set to `False`, requests will accept any TLS certificate
-        #: presented by the server, and will ignore hostname mismatches and/or
-        #: expired certificates, which will make your application vulnerable to
-        #: man-in-the-middle (MitM) attacks.
-        #: Only set this to `False` for testing.
-        self.verify = True
-
-        #: SSL client certificate default, if String, path to ssl client
-        #: cert file (.pem). If Tuple, ('cert', 'key') pair.
-        self.cert = None
-
-        #: Maximum number of redirects allowed. If the request exceeds this
-        #: limit, a :class:`TooManyRedirects` exception is raised.
-        #: This defaults to requests.models.DEFAULT_REDIRECT_LIMIT, which is
-        #: 30.
-        self.max_redirects = DEFAULT_REDIRECT_LIMIT
-
-        #: Trust environment settings for proxy configuration, default
-        #: authentication and similar.
-        self.trust_env = True
-
-        #: A CookieJar containing all currently outstanding cookies set on this
-        #: session. By default it is a
-        #: :class:`RequestsCookieJar <requests.cookies.RequestsCookieJar>`, but
-        #: may be any other ``cookielib.CookieJar`` compatible object.
-        self.cookies = cookiejar_from_dict({})
-
-        # Default connection adapters.
-        self.adapters = OrderedDict()
-        self.mount("https://", HTTPAdapter())
-        self.mount("http://", HTTPAdapter())
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, *args):
-        self.close()
-
-    def prepare_request(self, request):
-        """Constructs a :class:`PreparedRequest <PreparedRequest>` for
-        transmission and returns it. The :class:`PreparedRequest` has settings
-        merged from the :class:`Request <Request>` instance and those of the
-        :class:`Session`.
-
-        :param request: :class:`Request` instance to prepare with this
-            session's settings.
-        :rtype: requests.PreparedRequest
-        """
-        cookies = request.cookies or {}
-
-        # Bootstrap CookieJar.
-        if not isinstance(cookies, cookielib.CookieJar):
-            cookies = cookiejar_from_dict(cookies)
-
-        # Merge with session cookies
-        merged_cookies = merge_cookies(
-            merge_cookies(RequestsCookieJar(), self.cookies), cookies
-        )
-
-        # Set environment's basic authentication if not explicitly set.
-        auth = request.auth
-        if self.trust_env and not auth and not self.auth:
-            auth = get_netrc_auth(request.url)
-
-        p = PreparedRequest()
-        p.prepare(
-            method=request.method.upper(),
-            url=request.url,
-            files=request.files,
-            data=request.data,
-            json=request.json,
-            headers=merge_setting(
-                request.headers, self.headers, dict_class=CaseInsensitiveDict
-            ),
-            params=merge_setting(request.params, self.params),
-            auth=merge_setting(auth, self.auth),
-            cookies=merged_cookies,
-            hooks=merge_hooks(request.hooks, self.hooks),
-        )
-        return p
-
-    def request(
-        self,
-        method,
-        url,
-        params=None,
-        data=None,
-        headers=None,
-        cookies=None,
-        files=None,
-        auth=None,
-        timeout=None,
-        allow_redirects=True,
-        proxies=None,
-        hooks=None,
-        stream=None,
-        verify=None,
-        cert=None,
-        json=None,
-    ):
-        """Constructs a :class:`Request <Request>`, prepares it and sends it.
-        Returns :class:`Response <Response>` object.
-
-        :param method: method for the new :class:`Request` object.
-        :param url: URL for the new :class:`Request` object.
-        :param params: (optional) Dictionary or bytes to be sent in the query
-            string for the :class:`Request`.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param json: (optional) json to send in the body of the
-            :class:`Request`.
-        :param headers: (optional) Dictionary of HTTP Headers to send with the
-            :class:`Request`.
-        :param cookies: (optional) Dict or CookieJar object to send with the
-            :class:`Request`.
-        :param files: (optional) Dictionary of ``'filename': file-like-objects``
-            for multipart encoding upload.
-        :param auth: (optional) Auth tuple or callable to enable
-            Basic/Digest/Custom HTTP Auth.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple
-        :param allow_redirects: (optional) Set to True by default.
-        :type allow_redirects: bool
-        :param proxies: (optional) Dictionary mapping protocol or protocol and
-            hostname to the URL of the proxy.
-        :param hooks: (optional) Dictionary mapping hook name to one event or
-            list of events, event must be callable.
-        :param stream: (optional) whether to immediately download the response
-            content. Defaults to ``False``.
-        :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use. Defaults to ``True``. When set to
-            ``False``, requests will accept any TLS certificate presented by
-            the server, and will ignore hostname mismatches and/or expired
-            certificates, which will make your application vulnerable to
-            man-in-the-middle (MitM) attacks. Setting verify to ``False``
-            may be useful during local development or testing.
-        :param cert: (optional) if String, path to ssl client cert file (.pem).
-            If Tuple, ('cert', 'key') pair.
-        :rtype: requests.Response
-        """
-        # Create the Request.
-        req = Request(
-            method=method.upper(),
-            url=url,
-            headers=headers,
-            files=files,
-            data=data or {},
-            json=json,
-            params=params or {},
-            auth=auth,
-            cookies=cookies,
-            hooks=hooks,
-        )
-        prep = self.prepare_request(req)
-
-        proxies = proxies or {}
-
-        settings = self.merge_environment_settings(
-            prep.url, proxies, stream, verify, cert
-        )
-
-        # Send the request.
-        send_kwargs = {
-            "timeout": timeout,
-            "allow_redirects": allow_redirects,
-        }
-        send_kwargs.update(settings)
-        resp = self.send(prep, **send_kwargs)
-
-        return resp
-
-    def get(self, url, **kwargs):
-        r"""Sends a GET request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", True)
-        return self.request("GET", url, **kwargs)
-
-    def options(self, url, **kwargs):
-        r"""Sends a OPTIONS request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", True)
-        return self.request("OPTIONS", url, **kwargs)
-
-    def head(self, url, **kwargs):
-        r"""Sends a HEAD request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", False)
-        return self.request("HEAD", url, **kwargs)
-
-    def post(self, url, data=None, json=None, **kwargs):
-        r"""Sends a POST request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param json: (optional) json to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("POST", url, data=data, json=json, **kwargs)
-
-    def put(self, url, data=None, **kwargs):
-        r"""Sends a PUT request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("PUT", url, data=data, **kwargs)
-
-    def patch(self, url, data=None, **kwargs):
-        r"""Sends a PATCH request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("PATCH", url, data=data, **kwargs)
-
-    def delete(self, url, **kwargs):
-        r"""Sends a DELETE request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("DELETE", url, **kwargs)
-
-    def send(self, request, **kwargs):
-        """Send a given PreparedRequest.
-
-        :rtype: requests.Response
-        """
-        # Set defaults that the hooks can utilize to ensure they always have
-        # the correct parameters to reproduce the previous request.
-        kwargs.setdefault("stream", self.stream)
-        kwargs.setdefault("verify", self.verify)
-        kwargs.setdefault("cert", self.cert)
-        if "proxies" not in kwargs:
-            kwargs["proxies"] = resolve_proxies(request, self.proxies, self.trust_env)
-
-        # It's possible that users might accidentally send a Request object.
-        # Guard against that specific failure case.
-        if isinstance(request, Request):
-            raise ValueError("You can only send PreparedRequests.")
-
-        # Set up variables needed for resolve_redirects and dispatching of hooks
-        allow_redirects = kwargs.pop("allow_redirects", True)
-        stream = kwargs.get("stream")
-        hooks = request.hooks
-
-        # Get the appropriate adapter to use
-        adapter = self.get_adapter(url=request.url)
-
-        # Start time (approximately) of the request
-        start = preferred_clock()
-
-        # Send the request
-        r = adapter.send(request, **kwargs)
-
-        # Total elapsed time of the request (approximately)
-        elapsed = preferred_clock() - start
-        r.elapsed = timedelta(seconds=elapsed)
-
-        # Response manipulation hooks
-        r = dispatch_hook("response", hooks, r, **kwargs)
-
-        # Persist cookies
-        if r.history:
-            # If the hooks create history then we want those cookies too
-            for resp in r.history:
-                extract_cookies_to_jar(self.cookies, resp.request, resp.raw)
-
-        extract_cookies_to_jar(self.cookies, request, r.raw)
-
-        # Resolve redirects if allowed.
-        if allow_redirects:
-            # Redirect resolving generator.
-            gen = self.resolve_redirects(r, request, **kwargs)
-            history = [resp for resp in gen]
-        else:
-            history = []
-
-        # Shuffle things around if there's history.
-        if history:
-            # Insert the first (original) request at the start
-            history.insert(0, r)
-            # Get the last request made
-            r = history.pop()
-            r.history = history
-
-        # If redirects aren't being followed, store the response on the Request for Response.next().
-        if not allow_redirects:
-            try:
-                r._next = next(
-                    self.resolve_redirects(r, request, yield_requests=True, **kwargs)
-                )
-            except StopIteration:
-                pass
-
-        if not stream:
-            r.content
-
-        return r
-
-    def merge_environment_settings(self, url, proxies, stream, verify, cert):
-        """
-        Check the environment and merge it with some settings.
-
-        :rtype: dict
-        """
-        # Gather clues from the surrounding environment.
-        if self.trust_env:
-            # Set environment's proxies.
-            no_proxy = proxies.get("no_proxy") if proxies is not None else None
-            env_proxies = get_environ_proxies(url, no_proxy=no_proxy)
-            for k, v in env_proxies.items():
-                proxies.setdefault(k, v)
-
-            # Look for requests environment configuration
-            # and be compatible with cURL.
-            if verify is True or verify is None:
-                verify = (
-                    os.environ.get("REQUESTS_CA_BUNDLE")
-                    or os.environ.get("CURL_CA_BUNDLE")
-                    or verify
-                )
-
-        # Merge all the kwargs.
-        proxies = merge_setting(proxies, self.proxies)
-        stream = merge_setting(stream, self.stream)
-        verify = merge_setting(verify, self.verify)
-        cert = merge_setting(cert, self.cert)
-
-        return {"proxies": proxies, "stream": stream, "verify": verify, "cert": cert}
-
-    def get_adapter(self, url):
-        """
-        Returns the appropriate connection adapter for the given URL.
-
-        :rtype: requests.adapters.BaseAdapter
-        """
-        for prefix, adapter in self.adapters.items():
-            if url.lower().startswith(prefix.lower()):
-                return adapter
-
-        # Nothing matches :-/
-        raise InvalidSchema(f"No connection adapters were found for {url!r}")
-
-    def close(self):
-        """Closes all adapters and as such the session"""
-        for v in self.adapters.values():
-            v.close()
-
-    def mount(self, prefix, adapter):
-        """Registers a connection adapter to a prefix.
-
-        Adapters are sorted in descending order by prefix length.
-        """
-        self.adapters[prefix] = adapter
-        keys_to_move = [k for k in self.adapters if len(k) < len(prefix)]
-
-        for key in keys_to_move:
-            self.adapters[key] = self.adapters.pop(key)
-
-    def __getstate__(self):
-        state = {attr: getattr(self, attr, None) for attr in self.__attrs__}
-        return state
-
-    def __setstate__(self, state):
-        for attr, value in state.items():
-            setattr(self, attr, value)
-
-
-def session():
-    """
-    Returns a :class:`Session` for context-management.
-
-    .. deprecated:: 1.0.0
-
-        This method has been deprecated since version 1.0.0 and is only kept for
-        backwards compatibility. New code should use :class:`~requests.sessions.Session`
-        to create a session. This may be removed at a future date.
-
-    :rtype: Session
-    """
-    return Session()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
deleted file mode 100644
index c7945a2f0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
+++ /dev/null
@@ -1,128 +0,0 @@
-r"""
-The ``codes`` object defines a mapping from common names for HTTP statuses
-to their numerical codes, accessible either as attributes or as dictionary
-items.
-
-Example::
-
-    >>> import requests
-    >>> requests.codes['temporary_redirect']
-    307
-    >>> requests.codes.teapot
-    418
-    >>> requests.codes['\o/']
-    200
-
-Some codes have multiple names, and both upper- and lower-case versions of
-the names are allowed. For example, ``codes.ok``, ``codes.OK``, and
-``codes.okay`` all correspond to the HTTP status code 200.
-"""
-
-from .structures import LookupDict
-
-_codes = {
-    # Informational.
-    100: ("continue",),
-    101: ("switching_protocols",),
-    102: ("processing", "early-hints"),
-    103: ("checkpoint",),
-    122: ("uri_too_long", "request_uri_too_long"),
-    200: ("ok", "okay", "all_ok", "all_okay", "all_good", "\\o/", "✓"),
-    201: ("created",),
-    202: ("accepted",),
-    203: ("non_authoritative_info", "non_authoritative_information"),
-    204: ("no_content",),
-    205: ("reset_content", "reset"),
-    206: ("partial_content", "partial"),
-    207: ("multi_status", "multiple_status", "multi_stati", "multiple_stati"),
-    208: ("already_reported",),
-    226: ("im_used",),
-    # Redirection.
-    300: ("multiple_choices",),
-    301: ("moved_permanently", "moved", "\\o-"),
-    302: ("found",),
-    303: ("see_other", "other"),
-    304: ("not_modified",),
-    305: ("use_proxy",),
-    306: ("switch_proxy",),
-    307: ("temporary_redirect", "temporary_moved", "temporary"),
-    308: (
-        "permanent_redirect",
-        "resume_incomplete",
-        "resume",
-    ),  # "resume" and "resume_incomplete" to be removed in 3.0
-    # Client Error.
-    400: ("bad_request", "bad"),
-    401: ("unauthorized",),
-    402: ("payment_required", "payment"),
-    403: ("forbidden",),
-    404: ("not_found", "-o-"),
-    405: ("method_not_allowed", "not_allowed"),
-    406: ("not_acceptable",),
-    407: ("proxy_authentication_required", "proxy_auth", "proxy_authentication"),
-    408: ("request_timeout", "timeout"),
-    409: ("conflict",),
-    410: ("gone",),
-    411: ("length_required",),
-    412: ("precondition_failed", "precondition"),
-    413: ("request_entity_too_large", "content_too_large"),
-    414: ("request_uri_too_large", "uri_too_long"),
-    415: ("unsupported_media_type", "unsupported_media", "media_type"),
-    416: (
-        "requested_range_not_satisfiable",
-        "requested_range",
-        "range_not_satisfiable",
-    ),
-    417: ("expectation_failed",),
-    418: ("im_a_teapot", "teapot", "i_am_a_teapot"),
-    421: ("misdirected_request",),
-    422: ("unprocessable_entity", "unprocessable", "unprocessable_content"),
-    423: ("locked",),
-    424: ("failed_dependency", "dependency"),
-    425: ("unordered_collection", "unordered", "too_early"),
-    426: ("upgrade_required", "upgrade"),
-    428: ("precondition_required", "precondition"),
-    429: ("too_many_requests", "too_many"),
-    431: ("header_fields_too_large", "fields_too_large"),
-    444: ("no_response", "none"),
-    449: ("retry_with", "retry"),
-    450: ("blocked_by_windows_parental_controls", "parental_controls"),
-    451: ("unavailable_for_legal_reasons", "legal_reasons"),
-    499: ("client_closed_request",),
-    # Server Error.
-    500: ("internal_server_error", "server_error", "/o\\", "✗"),
-    501: ("not_implemented",),
-    502: ("bad_gateway",),
-    503: ("service_unavailable", "unavailable"),
-    504: ("gateway_timeout",),
-    505: ("http_version_not_supported", "http_version"),
-    506: ("variant_also_negotiates",),
-    507: ("insufficient_storage",),
-    509: ("bandwidth_limit_exceeded", "bandwidth"),
-    510: ("not_extended",),
-    511: ("network_authentication_required", "network_auth", "network_authentication"),
-}
-
-codes = LookupDict(name="status_codes")
-
-
-def _init():
-    for code, titles in _codes.items():
-        for title in titles:
-            setattr(codes, title, code)
-            if not title.startswith(("\\", "/")):
-                setattr(codes, title.upper(), code)
-
-    def doc(code):
-        names = ", ".join(f"``{n}``" for n in _codes[code])
-        return "* %d: %s" % (code, names)
-
-    global __doc__
-    __doc__ = (
-        __doc__ + "\n" + "\n".join(doc(code) for code in sorted(_codes))
-        if __doc__ is not None
-        else None
-    )
-
-
-_init()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
deleted file mode 100644
index 188e13e48..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
+++ /dev/null
@@ -1,99 +0,0 @@
-"""
-requests.structures
-~~~~~~~~~~~~~~~~~~~
-
-Data structures that power Requests.
-"""
-
-from collections import OrderedDict
-
-from .compat import Mapping, MutableMapping
-
-
-class CaseInsensitiveDict(MutableMapping):
-    """A case-insensitive ``dict``-like object.
-
-    Implements all methods and operations of
-    ``MutableMapping`` as well as dict's ``copy``. Also
-    provides ``lower_items``.
-
-    All keys are expected to be strings. The structure remembers the
-    case of the last key to be set, and ``iter(instance)``,
-    ``keys()``, ``items()``, ``iterkeys()``, and ``iteritems()``
-    will contain case-sensitive keys. However, querying and contains
-    testing is case insensitive::
-
-        cid = CaseInsensitiveDict()
-        cid['Accept'] = 'application/json'
-        cid['aCCEPT'] == 'application/json'  # True
-        list(cid) == ['Accept']  # True
-
-    For example, ``headers['content-encoding']`` will return the
-    value of a ``'Content-Encoding'`` response header, regardless
-    of how the header name was originally stored.
-
-    If the constructor, ``.update``, or equality comparison
-    operations are given keys that have equal ``.lower()``s, the
-    behavior is undefined.
-    """
-
-    def __init__(self, data=None, **kwargs):
-        self._store = OrderedDict()
-        if data is None:
-            data = {}
-        self.update(data, **kwargs)
-
-    def __setitem__(self, key, value):
-        # Use the lowercased key for lookups, but store the actual
-        # key alongside the value.
-        self._store[key.lower()] = (key, value)
-
-    def __getitem__(self, key):
-        return self._store[key.lower()][1]
-
-    def __delitem__(self, key):
-        del self._store[key.lower()]
-
-    def __iter__(self):
-        return (casedkey for casedkey, mappedvalue in self._store.values())
-
-    def __len__(self):
-        return len(self._store)
-
-    def lower_items(self):
-        """Like iteritems(), but with all lowercase keys."""
-        return ((lowerkey, keyval[1]) for (lowerkey, keyval) in self._store.items())
-
-    def __eq__(self, other):
-        if isinstance(other, Mapping):
-            other = CaseInsensitiveDict(other)
-        else:
-            return NotImplemented
-        # Compare insensitively
-        return dict(self.lower_items()) == dict(other.lower_items())
-
-    # Copy is required
-    def copy(self):
-        return CaseInsensitiveDict(self._store.values())
-
-    def __repr__(self):
-        return str(dict(self.items()))
-
-
-class LookupDict(dict):
-    """Dictionary lookup object."""
-
-    def __init__(self, name=None):
-        self.name = name
-        super().__init__()
-
-    def __repr__(self):
-        return f"<lookup '{self.name}'>"
-
-    def __getitem__(self, key):
-        # We allow fall-through here, so values default to None
-
-        return self.__dict__.get(key, None)
-
-    def get(self, key, default=None):
-        return self.__dict__.get(key, default)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
deleted file mode 100644
index ae6c42f6c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
+++ /dev/null
@@ -1,1096 +0,0 @@
-"""
-requests.utils
-~~~~~~~~~~~~~~
-
-This module provides utility functions that are used within Requests
-that are also useful for external consumption.
-"""
-
-import codecs
-import contextlib
-import io
-import os
-import re
-import socket
-import struct
-import sys
-import tempfile
-import warnings
-import zipfile
-from collections import OrderedDict
-
-from urllib3.util import make_headers, parse_url
-
-from . import certs
-from .__version__ import __version__
-
-# to_native_string is unused here, but imported here for backwards compatibility
-from ._internal_utils import (  # noqa: F401
-    _HEADER_VALIDATORS_BYTE,
-    _HEADER_VALIDATORS_STR,
-    HEADER_VALIDATORS,
-    to_native_string,
-)
-from .compat import (
-    Mapping,
-    basestring,
-    bytes,
-    getproxies,
-    getproxies_environment,
-    integer_types,
-)
-from .compat import parse_http_list as _parse_list_header
-from .compat import (
-    proxy_bypass,
-    proxy_bypass_environment,
-    quote,
-    str,
-    unquote,
-    urlparse,
-    urlunparse,
-)
-from .cookies import cookiejar_from_dict
-from .exceptions import (
-    FileModeWarning,
-    InvalidHeader,
-    InvalidURL,
-    UnrewindableBodyError,
-)
-from .structures import CaseInsensitiveDict
-
-NETRC_FILES = (".netrc", "_netrc")
-
-DEFAULT_CA_BUNDLE_PATH = certs.where()
-
-DEFAULT_PORTS = {"http": 80, "https": 443}
-
-# Ensure that ', ' is used to preserve previous delimiter behavior.
-DEFAULT_ACCEPT_ENCODING = ", ".join(
-    re.split(r",\s*", make_headers(accept_encoding=True)["accept-encoding"])
-)
-
-
-if sys.platform == "win32":
-    # provide a proxy_bypass version on Windows without DNS lookups
-
-    def proxy_bypass_registry(host):
-        try:
-            import winreg
-        except ImportError:
-            return False
-
-        try:
-            internetSettings = winreg.OpenKey(
-                winreg.HKEY_CURRENT_USER,
-                r"Software\Microsoft\Windows\CurrentVersion\Internet Settings",
-            )
-            # ProxyEnable could be REG_SZ or REG_DWORD, normalizing it
-            proxyEnable = int(winreg.QueryValueEx(internetSettings, "ProxyEnable")[0])
-            # ProxyOverride is almost always a string
-            proxyOverride = winreg.QueryValueEx(internetSettings, "ProxyOverride")[0]
-        except (OSError, ValueError):
-            return False
-        if not proxyEnable or not proxyOverride:
-            return False
-
-        # make a check value list from the registry entry: replace the
-        # '<local>' string by the localhost entry and the corresponding
-        # canonical entry.
-        proxyOverride = proxyOverride.split(";")
-        # filter out empty strings to avoid re.match return true in the following code.
-        proxyOverride = filter(None, proxyOverride)
-        # now check if we match one of the registry values.
-        for test in proxyOverride:
-            if test == "<local>":
-                if "." not in host:
-                    return True
-            test = test.replace(".", r"\.")  # mask dots
-            test = test.replace("*", r".*")  # change glob sequence
-            test = test.replace("?", r".")  # change glob char
-            if re.match(test, host, re.I):
-                return True
-        return False
-
-    def proxy_bypass(host):  # noqa
-        """Return True, if the host should be bypassed.
-
-        Checks proxy settings gathered from the environment, if specified,
-        or the registry.
-        """
-        if getproxies_environment():
-            return proxy_bypass_environment(host)
-        else:
-            return proxy_bypass_registry(host)
-
-
-def dict_to_sequence(d):
-    """Returns an internal sequence dictionary update."""
-
-    if hasattr(d, "items"):
-        d = d.items()
-
-    return d
-
-
-def super_len(o):
-    total_length = None
-    current_position = 0
-
-    if isinstance(o, str):
-        o = o.encode("utf-8")
-
-    if hasattr(o, "__len__"):
-        total_length = len(o)
-
-    elif hasattr(o, "len"):
-        total_length = o.len
-
-    elif hasattr(o, "fileno"):
-        try:
-            fileno = o.fileno()
-        except (io.UnsupportedOperation, AttributeError):
-            # AttributeError is a surprising exception, seeing as how we've just checked
-            # that `hasattr(o, 'fileno')`.  It happens for objects obtained via
-            # `Tarfile.extractfile()`, per issue 5229.
-            pass
-        else:
-            total_length = os.fstat(fileno).st_size
-
-            # Having used fstat to determine the file length, we need to
-            # confirm that this file was opened up in binary mode.
-            if "b" not in o.mode:
-                warnings.warn(
-                    (
-                        "Requests has determined the content-length for this "
-                        "request using the binary size of the file: however, the "
-                        "file has been opened in text mode (i.e. without the 'b' "
-                        "flag in the mode). This may lead to an incorrect "
-                        "content-length. In Requests 3.0, support will be removed "
-                        "for files in text mode."
-                    ),
-                    FileModeWarning,
-                )
-
-    if hasattr(o, "tell"):
-        try:
-            current_position = o.tell()
-        except OSError:
-            # This can happen in some weird situations, such as when the file
-            # is actually a special file descriptor like stdin. In this
-            # instance, we don't know what the length is, so set it to zero and
-            # let requests chunk it instead.
-            if total_length is not None:
-                current_position = total_length
-        else:
-            if hasattr(o, "seek") and total_length is None:
-                # StringIO and BytesIO have seek but no usable fileno
-                try:
-                    # seek to end of file
-                    o.seek(0, 2)
-                    total_length = o.tell()
-
-                    # seek back to current position to support
-                    # partially read file-like objects
-                    o.seek(current_position or 0)
-                except OSError:
-                    total_length = 0
-
-    if total_length is None:
-        total_length = 0
-
-    return max(0, total_length - current_position)
-
-
-def get_netrc_auth(url, raise_errors=False):
-    """Returns the Requests tuple auth for a given url from netrc."""
-
-    netrc_file = os.environ.get("NETRC")
-    if netrc_file is not None:
-        netrc_locations = (netrc_file,)
-    else:
-        netrc_locations = (f"~/{f}" for f in NETRC_FILES)
-
-    try:
-        from netrc import NetrcParseError, netrc
-
-        netrc_path = None
-
-        for f in netrc_locations:
-            try:
-                loc = os.path.expanduser(f)
-            except KeyError:
-                # os.path.expanduser can fail when $HOME is undefined and
-                # getpwuid fails. See https://bugs.python.org/issue20164 &
-                # https://github.com/psf/requests/issues/1846
-                return
-
-            if os.path.exists(loc):
-                netrc_path = loc
-                break
-
-        # Abort early if there isn't one.
-        if netrc_path is None:
-            return
-
-        ri = urlparse(url)
-
-        # Strip port numbers from netloc. This weird `if...encode`` dance is
-        # used for Python 3.2, which doesn't support unicode literals.
-        splitstr = b":"
-        if isinstance(url, str):
-            splitstr = splitstr.decode("ascii")
-        host = ri.netloc.split(splitstr)[0]
-
-        try:
-            _netrc = netrc(netrc_path).authenticators(host)
-            if _netrc:
-                # Return with login / password
-                login_i = 0 if _netrc[0] else 1
-                return (_netrc[login_i], _netrc[2])
-        except (NetrcParseError, OSError):
-            # If there was a parsing error or a permissions issue reading the file,
-            # we'll just skip netrc auth unless explicitly asked to raise errors.
-            if raise_errors:
-                raise
-
-    # App Engine hackiness.
-    except (ImportError, AttributeError):
-        pass
-
-
-def guess_filename(obj):
-    """Tries to guess the filename of the given object."""
-    name = getattr(obj, "name", None)
-    if name and isinstance(name, basestring) and name[0] != "<" and name[-1] != ">":
-        return os.path.basename(name)
-
-
-def extract_zipped_paths(path):
-    """Replace nonexistent paths that look like they refer to a member of a zip
-    archive with the location of an extracted copy of the target, or else
-    just return the provided path unchanged.
-    """
-    if os.path.exists(path):
-        # this is already a valid path, no need to do anything further
-        return path
-
-    # find the first valid part of the provided path and treat that as a zip archive
-    # assume the rest of the path is the name of a member in the archive
-    archive, member = os.path.split(path)
-    while archive and not os.path.exists(archive):
-        archive, prefix = os.path.split(archive)
-        if not prefix:
-            # If we don't check for an empty prefix after the split (in other words, archive remains unchanged after the split),
-            # we _can_ end up in an infinite loop on a rare corner case affecting a small number of users
-            break
-        member = "/".join([prefix, member])
-
-    if not zipfile.is_zipfile(archive):
-        return path
-
-    zip_file = zipfile.ZipFile(archive)
-    if member not in zip_file.namelist():
-        return path
-
-    # we have a valid zip archive and a valid member of that archive
-    tmp = tempfile.gettempdir()
-    extracted_path = os.path.join(tmp, member.split("/")[-1])
-    if not os.path.exists(extracted_path):
-        # use read + write to avoid the creating nested folders, we only want the file, avoids mkdir racing condition
-        with atomic_open(extracted_path) as file_handler:
-            file_handler.write(zip_file.read(member))
-    return extracted_path
-
-
-@contextlib.contextmanager
-def atomic_open(filename):
-    """Write a file to the disk in an atomic fashion"""
-    tmp_descriptor, tmp_name = tempfile.mkstemp(dir=os.path.dirname(filename))
-    try:
-        with os.fdopen(tmp_descriptor, "wb") as tmp_handler:
-            yield tmp_handler
-        os.replace(tmp_name, filename)
-    except BaseException:
-        os.remove(tmp_name)
-        raise
-
-
-def from_key_val_list(value):
-    """Take an object and test to see if it can be represented as a
-    dictionary. Unless it can not be represented as such, return an
-    OrderedDict, e.g.,
-
-    ::
-
-        >>> from_key_val_list([('key', 'val')])
-        OrderedDict([('key', 'val')])
-        >>> from_key_val_list('string')
-        Traceback (most recent call last):
-        ...
-        ValueError: cannot encode objects that are not 2-tuples
-        >>> from_key_val_list({'key': 'val'})
-        OrderedDict([('key', 'val')])
-
-    :rtype: OrderedDict
-    """
-    if value is None:
-        return None
-
-    if isinstance(value, (str, bytes, bool, int)):
-        raise ValueError("cannot encode objects that are not 2-tuples")
-
-    return OrderedDict(value)
-
-
-def to_key_val_list(value):
-    """Take an object and test to see if it can be represented as a
-    dictionary. If it can be, return a list of tuples, e.g.,
-
-    ::
-
-        >>> to_key_val_list([('key', 'val')])
-        [('key', 'val')]
-        >>> to_key_val_list({'key': 'val'})
-        [('key', 'val')]
-        >>> to_key_val_list('string')
-        Traceback (most recent call last):
-        ...
-        ValueError: cannot encode objects that are not 2-tuples
-
-    :rtype: list
-    """
-    if value is None:
-        return None
-
-    if isinstance(value, (str, bytes, bool, int)):
-        raise ValueError("cannot encode objects that are not 2-tuples")
-
-    if isinstance(value, Mapping):
-        value = value.items()
-
-    return list(value)
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def parse_list_header(value):
-    """Parse lists as described by RFC 2068 Section 2.
-
-    In particular, parse comma-separated lists where the elements of
-    the list may include quoted-strings.  A quoted-string could
-    contain a comma.  A non-quoted string could have quotes in the
-    middle.  Quotes are removed automatically after parsing.
-
-    It basically works like :func:`parse_set_header` just that items
-    may appear multiple times and case sensitivity is preserved.
-
-    The return value is a standard :class:`list`:
-
-    >>> parse_list_header('token, "quoted value"')
-    ['token', 'quoted value']
-
-    To create a header from the :class:`list` again, use the
-    :func:`dump_header` function.
-
-    :param value: a string with a list header.
-    :return: :class:`list`
-    :rtype: list
-    """
-    result = []
-    for item in _parse_list_header(value):
-        if item[:1] == item[-1:] == '"':
-            item = unquote_header_value(item[1:-1])
-        result.append(item)
-    return result
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def parse_dict_header(value):
-    """Parse lists of key, value pairs as described by RFC 2068 Section 2 and
-    convert them into a python dict:
-
-    >>> d = parse_dict_header('foo="is a fish", bar="as well"')
-    >>> type(d) is dict
-    True
-    >>> sorted(d.items())
-    [('bar', 'as well'), ('foo', 'is a fish')]
-
-    If there is no value for a key it will be `None`:
-
-    >>> parse_dict_header('key_without_value')
-    {'key_without_value': None}
-
-    To create a header from the :class:`dict` again, use the
-    :func:`dump_header` function.
-
-    :param value: a string with a dict header.
-    :return: :class:`dict`
-    :rtype: dict
-    """
-    result = {}
-    for item in _parse_list_header(value):
-        if "=" not in item:
-            result[item] = None
-            continue
-        name, value = item.split("=", 1)
-        if value[:1] == value[-1:] == '"':
-            value = unquote_header_value(value[1:-1])
-        result[name] = value
-    return result
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def unquote_header_value(value, is_filename=False):
-    r"""Unquotes a header value.  (Reversal of :func:`quote_header_value`).
-    This does not use the real unquoting but what browsers are actually
-    using for quoting.
-
-    :param value: the header value to unquote.
-    :rtype: str
-    """
-    if value and value[0] == value[-1] == '"':
-        # this is not the real unquoting, but fixing this so that the
-        # RFC is met will result in bugs with internet explorer and
-        # probably some other browsers as well.  IE for example is
-        # uploading files with "C:\foo\bar.txt" as filename
-        value = value[1:-1]
-
-        # if this is a filename and the starting characters look like
-        # a UNC path, then just return the value without quotes.  Using the
-        # replace sequence below on a UNC path has the effect of turning
-        # the leading double slash into a single slash and then
-        # _fix_ie_filename() doesn't work correctly.  See #458.
-        if not is_filename or value[:2] != "\\\\":
-            return value.replace("\\\\", "\\").replace('\\"', '"')
-    return value
-
-
-def dict_from_cookiejar(cj):
-    """Returns a key/value dictionary from a CookieJar.
-
-    :param cj: CookieJar object to extract cookies from.
-    :rtype: dict
-    """
-
-    cookie_dict = {cookie.name: cookie.value for cookie in cj}
-    return cookie_dict
-
-
-def add_dict_to_cookiejar(cj, cookie_dict):
-    """Returns a CookieJar from a key/value dictionary.
-
-    :param cj: CookieJar to insert cookies into.
-    :param cookie_dict: Dict of key/values to insert into CookieJar.
-    :rtype: CookieJar
-    """
-
-    return cookiejar_from_dict(cookie_dict, cj)
-
-
-def get_encodings_from_content(content):
-    """Returns encodings from given content string.
-
-    :param content: bytestring to extract encodings from.
-    """
-    warnings.warn(
-        (
-            "In requests 3.0, get_encodings_from_content will be removed. For "
-            "more information, please see the discussion on issue #2266. (This"
-            " warning should only appear once.)"
-        ),
-        DeprecationWarning,
-    )
-
-    charset_re = re.compile(r'<meta.*?charset=["\']*(.+?)["\'>]', flags=re.I)
-    pragma_re = re.compile(r'<meta.*?content=["\']*;?charset=(.+?)["\'>]', flags=re.I)
-    xml_re = re.compile(r'^<\?xml.*?encoding=["\']*(.+?)["\'>]')
-
-    return (
-        charset_re.findall(content)
-        + pragma_re.findall(content)
-        + xml_re.findall(content)
-    )
-
-
-def _parse_content_type_header(header):
-    """Returns content type and parameters from given header
-
-    :param header: string
-    :return: tuple containing content type and dictionary of
-         parameters
-    """
-
-    tokens = header.split(";")
-    content_type, params = tokens[0].strip(), tokens[1:]
-    params_dict = {}
-    items_to_strip = "\"' "
-
-    for param in params:
-        param = param.strip()
-        if param:
-            key, value = param, True
-            index_of_equals = param.find("=")
-            if index_of_equals != -1:
-                key = param[:index_of_equals].strip(items_to_strip)
-                value = param[index_of_equals + 1 :].strip(items_to_strip)
-            params_dict[key.lower()] = value
-    return content_type, params_dict
-
-
-def get_encoding_from_headers(headers):
-    """Returns encodings from given HTTP Header Dict.
-
-    :param headers: dictionary to extract encoding from.
-    :rtype: str
-    """
-
-    content_type = headers.get("content-type")
-
-    if not content_type:
-        return None
-
-    content_type, params = _parse_content_type_header(content_type)
-
-    if "charset" in params:
-        return params["charset"].strip("'\"")
-
-    if "text" in content_type:
-        return "ISO-8859-1"
-
-    if "application/json" in content_type:
-        # Assume UTF-8 based on RFC 4627: https://www.ietf.org/rfc/rfc4627.txt since the charset was unset
-        return "utf-8"
-
-
-def stream_decode_response_unicode(iterator, r):
-    """Stream decodes an iterator."""
-
-    if r.encoding is None:
-        yield from iterator
-        return
-
-    decoder = codecs.getincrementaldecoder(r.encoding)(errors="replace")
-    for chunk in iterator:
-        rv = decoder.decode(chunk)
-        if rv:
-            yield rv
-    rv = decoder.decode(b"", final=True)
-    if rv:
-        yield rv
-
-
-def iter_slices(string, slice_length):
-    """Iterate over slices of a string."""
-    pos = 0
-    if slice_length is None or slice_length <= 0:
-        slice_length = len(string)
-    while pos < len(string):
-        yield string[pos : pos + slice_length]
-        pos += slice_length
-
-
-def get_unicode_from_response(r):
-    """Returns the requested content back in unicode.
-
-    :param r: Response object to get unicode content from.
-
-    Tried:
-
-    1. charset from content-type
-    2. fall back and replace all unicode characters
-
-    :rtype: str
-    """
-    warnings.warn(
-        (
-            "In requests 3.0, get_unicode_from_response will be removed. For "
-            "more information, please see the discussion on issue #2266. (This"
-            " warning should only appear once.)"
-        ),
-        DeprecationWarning,
-    )
-
-    tried_encodings = []
-
-    # Try charset from content-type
-    encoding = get_encoding_from_headers(r.headers)
-
-    if encoding:
-        try:
-            return str(r.content, encoding)
-        except UnicodeError:
-            tried_encodings.append(encoding)
-
-    # Fall back:
-    try:
-        return str(r.content, encoding, errors="replace")
-    except TypeError:
-        return r.content
-
-
-# The unreserved URI characters (RFC 3986)
-UNRESERVED_SET = frozenset(
-    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" + "0123456789-._~"
-)
-
-
-def unquote_unreserved(uri):
-    """Un-escape any percent-escape sequences in a URI that are unreserved
-    characters. This leaves all reserved, illegal and non-ASCII bytes encoded.
-
-    :rtype: str
-    """
-    parts = uri.split("%")
-    for i in range(1, len(parts)):
-        h = parts[i][0:2]
-        if len(h) == 2 and h.isalnum():
-            try:
-                c = chr(int(h, 16))
-            except ValueError:
-                raise InvalidURL(f"Invalid percent-escape sequence: '{h}'")
-
-            if c in UNRESERVED_SET:
-                parts[i] = c + parts[i][2:]
-            else:
-                parts[i] = f"%{parts[i]}"
-        else:
-            parts[i] = f"%{parts[i]}"
-    return "".join(parts)
-
-
-def requote_uri(uri):
-    """Re-quote the given URI.
-
-    This function passes the given URI through an unquote/quote cycle to
-    ensure that it is fully and consistently quoted.
-
-    :rtype: str
-    """
-    safe_with_percent = "!#$%&'()*+,/:;=?@[]~"
-    safe_without_percent = "!#$&'()*+,/:;=?@[]~"
-    try:
-        # Unquote only the unreserved characters
-        # Then quote only illegal characters (do not quote reserved,
-        # unreserved, or '%')
-        return quote(unquote_unreserved(uri), safe=safe_with_percent)
-    except InvalidURL:
-        # We couldn't unquote the given URI, so let's try quoting it, but
-        # there may be unquoted '%'s in the URI. We need to make sure they're
-        # properly quoted so they do not cause issues elsewhere.
-        return quote(uri, safe=safe_without_percent)
-
-
-def address_in_network(ip, net):
-    """This function allows you to check if an IP belongs to a network subnet
-
-    Example: returns True if ip = 192.168.1.1 and net = 192.168.1.0/24
-             returns False if ip = 192.168.1.1 and net = 192.168.100.0/24
-
-    :rtype: bool
-    """
-    ipaddr = struct.unpack("=L", socket.inet_aton(ip))[0]
-    netaddr, bits = net.split("/")
-    netmask = struct.unpack("=L", socket.inet_aton(dotted_netmask(int(bits))))[0]
-    network = struct.unpack("=L", socket.inet_aton(netaddr))[0] & netmask
-    return (ipaddr & netmask) == (network & netmask)
-
-
-def dotted_netmask(mask):
-    """Converts mask from /xx format to xxx.xxx.xxx.xxx
-
-    Example: if mask is 24 function returns 255.255.255.0
-
-    :rtype: str
-    """
-    bits = 0xFFFFFFFF ^ (1 << 32 - mask) - 1
-    return socket.inet_ntoa(struct.pack(">I", bits))
-
-
-def is_ipv4_address(string_ip):
-    """
-    :rtype: bool
-    """
-    try:
-        socket.inet_aton(string_ip)
-    except OSError:
-        return False
-    return True
-
-
-def is_valid_cidr(string_network):
-    """
-    Very simple check of the cidr format in no_proxy variable.
-
-    :rtype: bool
-    """
-    if string_network.count("/") == 1:
-        try:
-            mask = int(string_network.split("/")[1])
-        except ValueError:
-            return False
-
-        if mask < 1 or mask > 32:
-            return False
-
-        try:
-            socket.inet_aton(string_network.split("/")[0])
-        except OSError:
-            return False
-    else:
-        return False
-    return True
-
-
-@contextlib.contextmanager
-def set_environ(env_name, value):
-    """Set the environment variable 'env_name' to 'value'
-
-    Save previous value, yield, and then restore the previous value stored in
-    the environment variable 'env_name'.
-
-    If 'value' is None, do nothing"""
-    value_changed = value is not None
-    if value_changed:
-        old_value = os.environ.get(env_name)
-        os.environ[env_name] = value
-    try:
-        yield
-    finally:
-        if value_changed:
-            if old_value is None:
-                del os.environ[env_name]
-            else:
-                os.environ[env_name] = old_value
-
-
-def should_bypass_proxies(url, no_proxy):
-    """
-    Returns whether we should bypass proxies or not.
-
-    :rtype: bool
-    """
-
-    # Prioritize lowercase environment variables over uppercase
-    # to keep a consistent behaviour with other http projects (curl, wget).
-    def get_proxy(key):
-        return os.environ.get(key) or os.environ.get(key.upper())
-
-    # First check whether no_proxy is defined. If it is, check that the URL
-    # we're getting isn't in the no_proxy list.
-    no_proxy_arg = no_proxy
-    if no_proxy is None:
-        no_proxy = get_proxy("no_proxy")
-    parsed = urlparse(url)
-
-    if parsed.hostname is None:
-        # URLs don't always have hostnames, e.g. file:/// urls.
-        return True
-
-    if no_proxy:
-        # We need to check whether we match here. We need to see if we match
-        # the end of the hostname, both with and without the port.
-        no_proxy = (host for host in no_proxy.replace(" ", "").split(",") if host)
-
-        if is_ipv4_address(parsed.hostname):
-            for proxy_ip in no_proxy:
-                if is_valid_cidr(proxy_ip):
-                    if address_in_network(parsed.hostname, proxy_ip):
-                        return True
-                elif parsed.hostname == proxy_ip:
-                    # If no_proxy ip was defined in plain IP notation instead of cidr notation &
-                    # matches the IP of the index
-                    return True
-        else:
-            host_with_port = parsed.hostname
-            if parsed.port:
-                host_with_port += f":{parsed.port}"
-
-            for host in no_proxy:
-                if parsed.hostname.endswith(host) or host_with_port.endswith(host):
-                    # The URL does match something in no_proxy, so we don't want
-                    # to apply the proxies on this URL.
-                    return True
-
-    with set_environ("no_proxy", no_proxy_arg):
-        # parsed.hostname can be `None` in cases such as a file URI.
-        try:
-            bypass = proxy_bypass(parsed.hostname)
-        except (TypeError, socket.gaierror):
-            bypass = False
-
-    if bypass:
-        return True
-
-    return False
-
-
-def get_environ_proxies(url, no_proxy=None):
-    """
-    Return a dict of environment proxies.
-
-    :rtype: dict
-    """
-    if should_bypass_proxies(url, no_proxy=no_proxy):
-        return {}
-    else:
-        return getproxies()
-
-
-def select_proxy(url, proxies):
-    """Select a proxy for the url, if applicable.
-
-    :param url: The url being for the request
-    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
-    """
-    proxies = proxies or {}
-    urlparts = urlparse(url)
-    if urlparts.hostname is None:
-        return proxies.get(urlparts.scheme, proxies.get("all"))
-
-    proxy_keys = [
-        urlparts.scheme + "://" + urlparts.hostname,
-        urlparts.scheme,
-        "all://" + urlparts.hostname,
-        "all",
-    ]
-    proxy = None
-    for proxy_key in proxy_keys:
-        if proxy_key in proxies:
-            proxy = proxies[proxy_key]
-            break
-
-    return proxy
-
-
-def resolve_proxies(request, proxies, trust_env=True):
-    """This method takes proxy information from a request and configuration
-    input to resolve a mapping of target proxies. This will consider settings
-    such as NO_PROXY to strip proxy configurations.
-
-    :param request: Request or PreparedRequest
-    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
-    :param trust_env: Boolean declaring whether to trust environment configs
-
-    :rtype: dict
-    """
-    proxies = proxies if proxies is not None else {}
-    url = request.url
-    scheme = urlparse(url).scheme
-    no_proxy = proxies.get("no_proxy")
-    new_proxies = proxies.copy()
-
-    if trust_env and not should_bypass_proxies(url, no_proxy=no_proxy):
-        environ_proxies = get_environ_proxies(url, no_proxy=no_proxy)
-
-        proxy = environ_proxies.get(scheme, environ_proxies.get("all"))
-
-        if proxy:
-            new_proxies.setdefault(scheme, proxy)
-    return new_proxies
-
-
-def default_user_agent(name="python-requests"):
-    """
-    Return a string representing the default user agent.
-
-    :rtype: str
-    """
-    return f"{name}/{__version__}"
-
-
-def default_headers():
-    """
-    :rtype: requests.structures.CaseInsensitiveDict
-    """
-    return CaseInsensitiveDict(
-        {
-            "User-Agent": default_user_agent(),
-            "Accept-Encoding": DEFAULT_ACCEPT_ENCODING,
-            "Accept": "*/*",
-            "Connection": "keep-alive",
-        }
-    )
-
-
-def parse_header_links(value):
-    """Return a list of parsed link headers proxies.
-
-    i.e. Link: <http:/.../front.jpeg>; rel=front; type="image/jpeg",<http://.../back.jpeg>; rel=back;type="image/jpeg"
-
-    :rtype: list
-    """
-
-    links = []
-
-    replace_chars = " '\""
-
-    value = value.strip(replace_chars)
-    if not value:
-        return links
-
-    for val in re.split(", *<", value):
-        try:
-            url, params = val.split(";", 1)
-        except ValueError:
-            url, params = val, ""
-
-        link = {"url": url.strip("<> '\"")}
-
-        for param in params.split(";"):
-            try:
-                key, value = param.split("=")
-            except ValueError:
-                break
-
-            link[key.strip(replace_chars)] = value.strip(replace_chars)
-
-        links.append(link)
-
-    return links
-
-
-# Null bytes; no need to recreate these on each call to guess_json_utf
-_null = "\x00".encode("ascii")  # encoding to ASCII for Python 3
-_null2 = _null * 2
-_null3 = _null * 3
-
-
-def guess_json_utf(data):
-    """
-    :rtype: str
-    """
-    # JSON always starts with two ASCII characters, so detection is as
-    # easy as counting the nulls and from their location and count
-    # determine the encoding. Also detect a BOM, if present.
-    sample = data[:4]
-    if sample in (codecs.BOM_UTF32_LE, codecs.BOM_UTF32_BE):
-        return "utf-32"  # BOM included
-    if sample[:3] == codecs.BOM_UTF8:
-        return "utf-8-sig"  # BOM included, MS style (discouraged)
-    if sample[:2] in (codecs.BOM_UTF16_LE, codecs.BOM_UTF16_BE):
-        return "utf-16"  # BOM included
-    nullcount = sample.count(_null)
-    if nullcount == 0:
-        return "utf-8"
-    if nullcount == 2:
-        if sample[::2] == _null2:  # 1st and 3rd are null
-            return "utf-16-be"
-        if sample[1::2] == _null2:  # 2nd and 4th are null
-            return "utf-16-le"
-        # Did not detect 2 valid UTF-16 ascii-range characters
-    if nullcount == 3:
-        if sample[:3] == _null3:
-            return "utf-32-be"
-        if sample[1:] == _null3:
-            return "utf-32-le"
-        # Did not detect a valid UTF-32 ascii-range character
-    return None
-
-
-def prepend_scheme_if_needed(url, new_scheme):
-    """Given a URL that may or may not have a scheme, prepend the given scheme.
-    Does not replace a present scheme with the one provided as an argument.
-
-    :rtype: str
-    """
-    parsed = parse_url(url)
-    scheme, auth, host, port, path, query, fragment = parsed
-
-    # A defect in urlparse determines that there isn't a netloc present in some
-    # urls. We previously assumed parsing was overly cautious, and swapped the
-    # netloc and path. Due to a lack of tests on the original defect, this is
-    # maintained with parse_url for backwards compatibility.
-    netloc = parsed.netloc
-    if not netloc:
-        netloc, path = path, netloc
-
-    if auth:
-        # parse_url doesn't provide the netloc with auth
-        # so we'll add it ourselves.
-        netloc = "@".join([auth, netloc])
-    if scheme is None:
-        scheme = new_scheme
-    if path is None:
-        path = ""
-
-    return urlunparse((scheme, netloc, path, "", query, fragment))
-
-
-def get_auth_from_url(url):
-    """Given a url with authentication components, extract them into a tuple of
-    username,password.
-
-    :rtype: (str,str)
-    """
-    parsed = urlparse(url)
-
-    try:
-        auth = (unquote(parsed.username), unquote(parsed.password))
-    except (AttributeError, TypeError):
-        auth = ("", "")
-
-    return auth
-
-
-def check_header_validity(header):
-    """Verifies that header parts don't contain leading whitespace
-    reserved characters, or return characters.
-
-    :param header: tuple, in the format (name, value).
-    """
-    name, value = header
-    _validate_header_part(header, name, 0)
-    _validate_header_part(header, value, 1)
-
-
-def _validate_header_part(header, header_part, header_validator_index):
-    if isinstance(header_part, str):
-        validator = _HEADER_VALIDATORS_STR[header_validator_index]
-    elif isinstance(header_part, bytes):
-        validator = _HEADER_VALIDATORS_BYTE[header_validator_index]
-    else:
-        raise InvalidHeader(
-            f"Header part ({header_part!r}) from {header} "
-            f"must be of type str or bytes, not {type(header_part)}"
-        )
-
-    if not validator.match(header_part):
-        header_kind = "name" if header_validator_index == 0 else "value"
-        raise InvalidHeader(
-            f"Invalid leading whitespace, reserved character(s), or return "
-            f"character(s) in header {header_kind}: {header_part!r}"
-        )
-
-
-def urldefragauth(url):
-    """
-    Given a url remove the fragment and the authentication part.
-
-    :rtype: str
-    """
-    scheme, netloc, path, params, query, fragment = urlparse(url)
-
-    # see func:`prepend_scheme_if_needed`
-    if not netloc:
-        netloc, path = path, netloc
-
-    netloc = netloc.rsplit("@", 1)[-1]
-
-    return urlunparse((scheme, netloc, path, params, query, ""))
-
-
-def rewind_body(prepared_request):
-    """Move file pointer back to its recorded starting position
-    so it can be read again on redirect.
-    """
-    body_seek = getattr(prepared_request.body, "seek", None)
-    if body_seek is not None and isinstance(
-        prepared_request._body_position, integer_types
-    ):
-        try:
-            body_seek(prepared_request._body_position)
-        except OSError:
-            raise UnrewindableBodyError(
-                "An error occurred when rewinding request body for redirect."
-            )
-    else:
-        raise UnrewindableBodyError("Unable to rewind request body for redirect.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
deleted file mode 100644
index de6633112..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
+++ /dev/null
@@ -1,18 +0,0 @@
-Copyright (c) 2010-2020 Benjamin Peterson
-
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
-the Software, and to permit persons to whom the Software is furnished to do so,
-subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
-FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
-COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
-IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
-CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
deleted file mode 100644
index 6d7525c2e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
+++ /dev/null
@@ -1,49 +0,0 @@
-Metadata-Version: 2.1
-Name: six
-Version: 1.16.0
-Summary: Python 2 and 3 compatibility utilities
-Home-page: https://github.com/benjaminp/six
-Author: Benjamin Peterson
-Author-email: benjamin@python.org
-License: MIT
-Platform: UNKNOWN
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 3
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Topic :: Software Development :: Libraries
-Classifier: Topic :: Utilities
-Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*
-
-.. image:: https://img.shields.io/pypi/v/six.svg
-   :target: https://pypi.org/project/six/
-   :alt: six on PyPI
-
-.. image:: https://travis-ci.org/benjaminp/six.svg?branch=master
-   :target: https://travis-ci.org/benjaminp/six
-   :alt: six on TravisCI
-
-.. image:: https://readthedocs.org/projects/six/badge/?version=latest
-   :target: https://six.readthedocs.io/
-   :alt: six's documentation on Read the Docs
-
-.. image:: https://img.shields.io/badge/license-MIT-green.svg
-   :target: https://github.com/benjaminp/six/blob/master/LICENSE
-   :alt: MIT License badge
-
-Six is a Python 2 and 3 compatibility library.  It provides utility functions
-for smoothing over the differences between the Python versions with the goal of
-writing Python code that is compatible on both Python versions.  See the
-documentation for more information on what is provided.
-
-Six supports Python 2.7 and 3.3+.  It is contained in only one Python
-file, so it can be easily copied into your project. (The copyright and license
-notice must be retained.)
-
-Online documentation is at https://six.readthedocs.io/.
-
-Bugs can be reported to https://github.com/benjaminp/six.  The code can also
-be found there.
-
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
deleted file mode 100644
index 17e2e083f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
+++ /dev/null
@@ -1,8 +0,0 @@
-__pycache__/six.cpython-311.pyc,,
-six-1.16.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-six-1.16.0.dist-info/LICENSE,sha256=i7hQxWWqOJ_cFvOkaWWtI9gq3_YPI5P8J2K2MYXo5sk,1066
-six-1.16.0.dist-info/METADATA,sha256=VQcGIFCAEmfZcl77E5riPCN4v2TIsc_qtacnjxKHJoI,1795
-six-1.16.0.dist-info/RECORD,,
-six-1.16.0.dist-info/WHEEL,sha256=Z-nyYpwrcSqxfdux5Mbn_DQ525iP7J2DG3JgGvOYyTQ,110
-six-1.16.0.dist-info/top_level.txt,sha256=_iVH_iYEtEXnD8nYGQYpYFUvkUW9sEO1GYbkeKSAais,4
-six.py,sha256=TOOfQi7nFGfMrIvtdr6wX4wyHH8M7aknmuLfo2cBBrM,34549
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
deleted file mode 100644
index 01b8fc7d4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.36.2)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
deleted file mode 100644
index ffe2fce49..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-six
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
deleted file mode 100644
index 4e15675d8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
+++ /dev/null
@@ -1,998 +0,0 @@
-# Copyright (c) 2010-2020 Benjamin Peterson
-#
-# Permission is hereby granted, free of charge, to any person obtaining a copy
-# of this software and associated documentation files (the "Software"), to deal
-# in the Software without restriction, including without limitation the rights
-# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-# copies of the Software, and to permit persons to whom the Software is
-# furnished to do so, subject to the following conditions:
-#
-# The above copyright notice and this permission notice shall be included in all
-# copies or substantial portions of the Software.
-#
-# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-# SOFTWARE.
-
-"""Utilities for writing code that runs on Python 2 and 3"""
-
-from __future__ import absolute_import
-
-import functools
-import itertools
-import operator
-import sys
-import types
-
-__author__ = "Benjamin Peterson <benjamin@python.org>"
-__version__ = "1.16.0"
-
-
-# Useful for very coarse version differentiation.
-PY2 = sys.version_info[0] == 2
-PY3 = sys.version_info[0] == 3
-PY34 = sys.version_info[0:2] >= (3, 4)
-
-if PY3:
-    string_types = str,
-    integer_types = int,
-    class_types = type,
-    text_type = str
-    binary_type = bytes
-
-    MAXSIZE = sys.maxsize
-else:
-    string_types = basestring,
-    integer_types = (int, long)
-    class_types = (type, types.ClassType)
-    text_type = unicode
-    binary_type = str
-
-    if sys.platform.startswith("java"):
-        # Jython always uses 32 bits.
-        MAXSIZE = int((1 << 31) - 1)
-    else:
-        # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
-        class X(object):
-
-            def __len__(self):
-                return 1 << 31
-        try:
-            len(X())
-        except OverflowError:
-            # 32-bit
-            MAXSIZE = int((1 << 31) - 1)
-        else:
-            # 64-bit
-            MAXSIZE = int((1 << 63) - 1)
-        del X
-
-if PY34:
-    from importlib.util import spec_from_loader
-else:
-    spec_from_loader = None
-
-
-def _add_doc(func, doc):
-    """Add documentation to a function."""
-    func.__doc__ = doc
-
-
-def _import_module(name):
-    """Import module, returning the module after the last dot."""
-    __import__(name)
-    return sys.modules[name]
-
-
-class _LazyDescr(object):
-
-    def __init__(self, name):
-        self.name = name
-
-    def __get__(self, obj, tp):
-        result = self._resolve()
-        setattr(obj, self.name, result)  # Invokes __set__.
-        try:
-            # This is a bit ugly, but it avoids running this again by
-            # removing this descriptor.
-            delattr(obj.__class__, self.name)
-        except AttributeError:
-            pass
-        return result
-
-
-class MovedModule(_LazyDescr):
-
-    def __init__(self, name, old, new=None):
-        super(MovedModule, self).__init__(name)
-        if PY3:
-            if new is None:
-                new = name
-            self.mod = new
-        else:
-            self.mod = old
-
-    def _resolve(self):
-        return _import_module(self.mod)
-
-    def __getattr__(self, attr):
-        _module = self._resolve()
-        value = getattr(_module, attr)
-        setattr(self, attr, value)
-        return value
-
-
-class _LazyModule(types.ModuleType):
-
-    def __init__(self, name):
-        super(_LazyModule, self).__init__(name)
-        self.__doc__ = self.__class__.__doc__
-
-    def __dir__(self):
-        attrs = ["__doc__", "__name__"]
-        attrs += [attr.name for attr in self._moved_attributes]
-        return attrs
-
-    # Subclasses should override this
-    _moved_attributes = []
-
-
-class MovedAttribute(_LazyDescr):
-
-    def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
-        super(MovedAttribute, self).__init__(name)
-        if PY3:
-            if new_mod is None:
-                new_mod = name
-            self.mod = new_mod
-            if new_attr is None:
-                if old_attr is None:
-                    new_attr = name
-                else:
-                    new_attr = old_attr
-            self.attr = new_attr
-        else:
-            self.mod = old_mod
-            if old_attr is None:
-                old_attr = name
-            self.attr = old_attr
-
-    def _resolve(self):
-        module = _import_module(self.mod)
-        return getattr(module, self.attr)
-
-
-class _SixMetaPathImporter(object):
-
-    """
-    A meta path importer to import six.moves and its submodules.
-
-    This class implements a PEP302 finder and loader. It should be compatible
-    with Python 2.5 and all existing versions of Python3
-    """
-
-    def __init__(self, six_module_name):
-        self.name = six_module_name
-        self.known_modules = {}
-
-    def _add_module(self, mod, *fullnames):
-        for fullname in fullnames:
-            self.known_modules[self.name + "." + fullname] = mod
-
-    def _get_module(self, fullname):
-        return self.known_modules[self.name + "." + fullname]
-
-    def find_module(self, fullname, path=None):
-        if fullname in self.known_modules:
-            return self
-        return None
-
-    def find_spec(self, fullname, path, target=None):
-        if fullname in self.known_modules:
-            return spec_from_loader(fullname, self)
-        return None
-
-    def __get_module(self, fullname):
-        try:
-            return self.known_modules[fullname]
-        except KeyError:
-            raise ImportError("This loader does not know module " + fullname)
-
-    def load_module(self, fullname):
-        try:
-            # in case of a reload
-            return sys.modules[fullname]
-        except KeyError:
-            pass
-        mod = self.__get_module(fullname)
-        if isinstance(mod, MovedModule):
-            mod = mod._resolve()
-        else:
-            mod.__loader__ = self
-        sys.modules[fullname] = mod
-        return mod
-
-    def is_package(self, fullname):
-        """
-        Return true, if the named module is a package.
-
-        We need this method to get correct spec objects with
-        Python 3.4 (see PEP451)
-        """
-        return hasattr(self.__get_module(fullname), "__path__")
-
-    def get_code(self, fullname):
-        """Return None
-
-        Required, if is_package is implemented"""
-        self.__get_module(fullname)  # eventually raises ImportError
-        return None
-    get_source = get_code  # same as get_code
-
-    def create_module(self, spec):
-        return self.load_module(spec.name)
-
-    def exec_module(self, module):
-        pass
-
-_importer = _SixMetaPathImporter(__name__)
-
-
-class _MovedItems(_LazyModule):
-
-    """Lazy loading of moved objects"""
-    __path__ = []  # mark as package
-
-
-_moved_attributes = [
-    MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
-    MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
-    MovedAttribute("filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"),
-    MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
-    MovedAttribute("intern", "__builtin__", "sys"),
-    MovedAttribute("map", "itertools", "builtins", "imap", "map"),
-    MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
-    MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
-    MovedAttribute("getoutput", "commands", "subprocess"),
-    MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
-    MovedAttribute("reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"),
-    MovedAttribute("reduce", "__builtin__", "functools"),
-    MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
-    MovedAttribute("StringIO", "StringIO", "io"),
-    MovedAttribute("UserDict", "UserDict", "collections"),
-    MovedAttribute("UserList", "UserList", "collections"),
-    MovedAttribute("UserString", "UserString", "collections"),
-    MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
-    MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
-    MovedAttribute("zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"),
-    MovedModule("builtins", "__builtin__"),
-    MovedModule("configparser", "ConfigParser"),
-    MovedModule("collections_abc", "collections", "collections.abc" if sys.version_info >= (3, 3) else "collections"),
-    MovedModule("copyreg", "copy_reg"),
-    MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
-    MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
-    MovedModule("_dummy_thread", "dummy_thread", "_dummy_thread" if sys.version_info < (3, 9) else "_thread"),
-    MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
-    MovedModule("http_cookies", "Cookie", "http.cookies"),
-    MovedModule("html_entities", "htmlentitydefs", "html.entities"),
-    MovedModule("html_parser", "HTMLParser", "html.parser"),
-    MovedModule("http_client", "httplib", "http.client"),
-    MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
-    MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
-    MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
-    MovedModule("email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"),
-    MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
-    MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
-    MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
-    MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
-    MovedModule("cPickle", "cPickle", "pickle"),
-    MovedModule("queue", "Queue"),
-    MovedModule("reprlib", "repr"),
-    MovedModule("socketserver", "SocketServer"),
-    MovedModule("_thread", "thread", "_thread"),
-    MovedModule("tkinter", "Tkinter"),
-    MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
-    MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
-    MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
-    MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
-    MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
-    MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
-    MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
-    MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
-    MovedModule("tkinter_colorchooser", "tkColorChooser",
-                "tkinter.colorchooser"),
-    MovedModule("tkinter_commondialog", "tkCommonDialog",
-                "tkinter.commondialog"),
-    MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
-    MovedModule("tkinter_font", "tkFont", "tkinter.font"),
-    MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
-    MovedModule("tkinter_tksimpledialog", "tkSimpleDialog",
-                "tkinter.simpledialog"),
-    MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
-    MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
-    MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
-    MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
-    MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
-    MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
-]
-# Add windows specific modules.
-if sys.platform == "win32":
-    _moved_attributes += [
-        MovedModule("winreg", "_winreg"),
-    ]
-
-for attr in _moved_attributes:
-    setattr(_MovedItems, attr.name, attr)
-    if isinstance(attr, MovedModule):
-        _importer._add_module(attr, "moves." + attr.name)
-del attr
-
-_MovedItems._moved_attributes = _moved_attributes
-
-moves = _MovedItems(__name__ + ".moves")
-_importer._add_module(moves, "moves")
-
-
-class Module_six_moves_urllib_parse(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_parse"""
-
-
-_urllib_parse_moved_attributes = [
-    MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
-    MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
-    MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
-    MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
-    MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
-    MovedAttribute("urljoin", "urlparse", "urllib.parse"),
-    MovedAttribute("urlparse", "urlparse", "urllib.parse"),
-    MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
-    MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
-    MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
-    MovedAttribute("quote", "urllib", "urllib.parse"),
-    MovedAttribute("quote_plus", "urllib", "urllib.parse"),
-    MovedAttribute("unquote", "urllib", "urllib.parse"),
-    MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
-    MovedAttribute("unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"),
-    MovedAttribute("urlencode", "urllib", "urllib.parse"),
-    MovedAttribute("splitquery", "urllib", "urllib.parse"),
-    MovedAttribute("splittag", "urllib", "urllib.parse"),
-    MovedAttribute("splituser", "urllib", "urllib.parse"),
-    MovedAttribute("splitvalue", "urllib", "urllib.parse"),
-    MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_params", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_query", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
-]
-for attr in _urllib_parse_moved_attributes:
-    setattr(Module_six_moves_urllib_parse, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
-                      "moves.urllib_parse", "moves.urllib.parse")
-
-
-class Module_six_moves_urllib_error(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_error"""
-
-
-_urllib_error_moved_attributes = [
-    MovedAttribute("URLError", "urllib2", "urllib.error"),
-    MovedAttribute("HTTPError", "urllib2", "urllib.error"),
-    MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
-]
-for attr in _urllib_error_moved_attributes:
-    setattr(Module_six_moves_urllib_error, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
-                      "moves.urllib_error", "moves.urllib.error")
-
-
-class Module_six_moves_urllib_request(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_request"""
-
-
-_urllib_request_moved_attributes = [
-    MovedAttribute("urlopen", "urllib2", "urllib.request"),
-    MovedAttribute("install_opener", "urllib2", "urllib.request"),
-    MovedAttribute("build_opener", "urllib2", "urllib.request"),
-    MovedAttribute("pathname2url", "urllib", "urllib.request"),
-    MovedAttribute("url2pathname", "urllib", "urllib.request"),
-    MovedAttribute("getproxies", "urllib", "urllib.request"),
-    MovedAttribute("Request", "urllib2", "urllib.request"),
-    MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
-    MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
-    MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
-    MovedAttribute("FileHandler", "urllib2", "urllib.request"),
-    MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
-    MovedAttribute("urlretrieve", "urllib", "urllib.request"),
-    MovedAttribute("urlcleanup", "urllib", "urllib.request"),
-    MovedAttribute("URLopener", "urllib", "urllib.request"),
-    MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
-    MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
-    MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
-    MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
-]
-for attr in _urllib_request_moved_attributes:
-    setattr(Module_six_moves_urllib_request, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
-                      "moves.urllib_request", "moves.urllib.request")
-
-
-class Module_six_moves_urllib_response(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_response"""
-
-
-_urllib_response_moved_attributes = [
-    MovedAttribute("addbase", "urllib", "urllib.response"),
-    MovedAttribute("addclosehook", "urllib", "urllib.response"),
-    MovedAttribute("addinfo", "urllib", "urllib.response"),
-    MovedAttribute("addinfourl", "urllib", "urllib.response"),
-]
-for attr in _urllib_response_moved_attributes:
-    setattr(Module_six_moves_urllib_response, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
-                      "moves.urllib_response", "moves.urllib.response")
-
-
-class Module_six_moves_urllib_robotparser(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_robotparser"""
-
-
-_urllib_robotparser_moved_attributes = [
-    MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
-]
-for attr in _urllib_robotparser_moved_attributes:
-    setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_robotparser._moved_attributes = _urllib_robotparser_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
-                      "moves.urllib_robotparser", "moves.urllib.robotparser")
-
-
-class Module_six_moves_urllib(types.ModuleType):
-
-    """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
-    __path__ = []  # mark as package
-    parse = _importer._get_module("moves.urllib_parse")
-    error = _importer._get_module("moves.urllib_error")
-    request = _importer._get_module("moves.urllib_request")
-    response = _importer._get_module("moves.urllib_response")
-    robotparser = _importer._get_module("moves.urllib_robotparser")
-
-    def __dir__(self):
-        return ['parse', 'error', 'request', 'response', 'robotparser']
-
-_importer._add_module(Module_six_moves_urllib(__name__ + ".moves.urllib"),
-                      "moves.urllib")
-
-
-def add_move(move):
-    """Add an item to six.moves."""
-    setattr(_MovedItems, move.name, move)
-
-
-def remove_move(name):
-    """Remove item from six.moves."""
-    try:
-        delattr(_MovedItems, name)
-    except AttributeError:
-        try:
-            del moves.__dict__[name]
-        except KeyError:
-            raise AttributeError("no such move, %r" % (name,))
-
-
-if PY3:
-    _meth_func = "__func__"
-    _meth_self = "__self__"
-
-    _func_closure = "__closure__"
-    _func_code = "__code__"
-    _func_defaults = "__defaults__"
-    _func_globals = "__globals__"
-else:
-    _meth_func = "im_func"
-    _meth_self = "im_self"
-
-    _func_closure = "func_closure"
-    _func_code = "func_code"
-    _func_defaults = "func_defaults"
-    _func_globals = "func_globals"
-
-
-try:
-    advance_iterator = next
-except NameError:
-    def advance_iterator(it):
-        return it.next()
-next = advance_iterator
-
-
-try:
-    callable = callable
-except NameError:
-    def callable(obj):
-        return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
-
-
-if PY3:
-    def get_unbound_function(unbound):
-        return unbound
-
-    create_bound_method = types.MethodType
-
-    def create_unbound_method(func, cls):
-        return func
-
-    Iterator = object
-else:
-    def get_unbound_function(unbound):
-        return unbound.im_func
-
-    def create_bound_method(func, obj):
-        return types.MethodType(func, obj, obj.__class__)
-
-    def create_unbound_method(func, cls):
-        return types.MethodType(func, None, cls)
-
-    class Iterator(object):
-
-        def next(self):
-            return type(self).__next__(self)
-
-    callable = callable
-_add_doc(get_unbound_function,
-         """Get the function out of a possibly unbound function""")
-
-
-get_method_function = operator.attrgetter(_meth_func)
-get_method_self = operator.attrgetter(_meth_self)
-get_function_closure = operator.attrgetter(_func_closure)
-get_function_code = operator.attrgetter(_func_code)
-get_function_defaults = operator.attrgetter(_func_defaults)
-get_function_globals = operator.attrgetter(_func_globals)
-
-
-if PY3:
-    def iterkeys(d, **kw):
-        return iter(d.keys(**kw))
-
-    def itervalues(d, **kw):
-        return iter(d.values(**kw))
-
-    def iteritems(d, **kw):
-        return iter(d.items(**kw))
-
-    def iterlists(d, **kw):
-        return iter(d.lists(**kw))
-
-    viewkeys = operator.methodcaller("keys")
-
-    viewvalues = operator.methodcaller("values")
-
-    viewitems = operator.methodcaller("items")
-else:
-    def iterkeys(d, **kw):
-        return d.iterkeys(**kw)
-
-    def itervalues(d, **kw):
-        return d.itervalues(**kw)
-
-    def iteritems(d, **kw):
-        return d.iteritems(**kw)
-
-    def iterlists(d, **kw):
-        return d.iterlists(**kw)
-
-    viewkeys = operator.methodcaller("viewkeys")
-
-    viewvalues = operator.methodcaller("viewvalues")
-
-    viewitems = operator.methodcaller("viewitems")
-
-_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
-_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
-_add_doc(iteritems,
-         "Return an iterator over the (key, value) pairs of a dictionary.")
-_add_doc(iterlists,
-         "Return an iterator over the (key, [values]) pairs of a dictionary.")
-
-
-if PY3:
-    def b(s):
-        return s.encode("latin-1")
-
-    def u(s):
-        return s
-    unichr = chr
-    import struct
-    int2byte = struct.Struct(">B").pack
-    del struct
-    byte2int = operator.itemgetter(0)
-    indexbytes = operator.getitem
-    iterbytes = iter
-    import io
-    StringIO = io.StringIO
-    BytesIO = io.BytesIO
-    del io
-    _assertCountEqual = "assertCountEqual"
-    if sys.version_info[1] <= 1:
-        _assertRaisesRegex = "assertRaisesRegexp"
-        _assertRegex = "assertRegexpMatches"
-        _assertNotRegex = "assertNotRegexpMatches"
-    else:
-        _assertRaisesRegex = "assertRaisesRegex"
-        _assertRegex = "assertRegex"
-        _assertNotRegex = "assertNotRegex"
-else:
-    def b(s):
-        return s
-    # Workaround for standalone backslash
-
-    def u(s):
-        return unicode(s.replace(r'\\', r'\\\\'), "unicode_escape")
-    unichr = unichr
-    int2byte = chr
-
-    def byte2int(bs):
-        return ord(bs[0])
-
-    def indexbytes(buf, i):
-        return ord(buf[i])
-    iterbytes = functools.partial(itertools.imap, ord)
-    import StringIO
-    StringIO = BytesIO = StringIO.StringIO
-    _assertCountEqual = "assertItemsEqual"
-    _assertRaisesRegex = "assertRaisesRegexp"
-    _assertRegex = "assertRegexpMatches"
-    _assertNotRegex = "assertNotRegexpMatches"
-_add_doc(b, """Byte literal""")
-_add_doc(u, """Text literal""")
-
-
-def assertCountEqual(self, *args, **kwargs):
-    return getattr(self, _assertCountEqual)(*args, **kwargs)
-
-
-def assertRaisesRegex(self, *args, **kwargs):
-    return getattr(self, _assertRaisesRegex)(*args, **kwargs)
-
-
-def assertRegex(self, *args, **kwargs):
-    return getattr(self, _assertRegex)(*args, **kwargs)
-
-
-def assertNotRegex(self, *args, **kwargs):
-    return getattr(self, _assertNotRegex)(*args, **kwargs)
-
-
-if PY3:
-    exec_ = getattr(moves.builtins, "exec")
-
-    def reraise(tp, value, tb=None):
-        try:
-            if value is None:
-                value = tp()
-            if value.__traceback__ is not tb:
-                raise value.with_traceback(tb)
-            raise value
-        finally:
-            value = None
-            tb = None
-
-else:
-    def exec_(_code_, _globs_=None, _locs_=None):
-        """Execute code in a namespace."""
-        if _globs_ is None:
-            frame = sys._getframe(1)
-            _globs_ = frame.f_globals
-            if _locs_ is None:
-                _locs_ = frame.f_locals
-            del frame
-        elif _locs_ is None:
-            _locs_ = _globs_
-        exec("""exec _code_ in _globs_, _locs_""")
-
-    exec_("""def reraise(tp, value, tb=None):
-    try:
-        raise tp, value, tb
-    finally:
-        tb = None
-""")
-
-
-if sys.version_info[:2] > (3,):
-    exec_("""def raise_from(value, from_value):
-    try:
-        raise value from from_value
-    finally:
-        value = None
-""")
-else:
-    def raise_from(value, from_value):
-        raise value
-
-
-print_ = getattr(moves.builtins, "print", None)
-if print_ is None:
-    def print_(*args, **kwargs):
-        """The new-style print function for Python 2.4 and 2.5."""
-        fp = kwargs.pop("file", sys.stdout)
-        if fp is None:
-            return
-
-        def write(data):
-            if not isinstance(data, basestring):
-                data = str(data)
-            # If the file has an encoding, encode unicode with it.
-            if (isinstance(fp, file) and
-                    isinstance(data, unicode) and
-                    fp.encoding is not None):
-                errors = getattr(fp, "errors", None)
-                if errors is None:
-                    errors = "strict"
-                data = data.encode(fp.encoding, errors)
-            fp.write(data)
-        want_unicode = False
-        sep = kwargs.pop("sep", None)
-        if sep is not None:
-            if isinstance(sep, unicode):
-                want_unicode = True
-            elif not isinstance(sep, str):
-                raise TypeError("sep must be None or a string")
-        end = kwargs.pop("end", None)
-        if end is not None:
-            if isinstance(end, unicode):
-                want_unicode = True
-            elif not isinstance(end, str):
-                raise TypeError("end must be None or a string")
-        if kwargs:
-            raise TypeError("invalid keyword arguments to print()")
-        if not want_unicode:
-            for arg in args:
-                if isinstance(arg, unicode):
-                    want_unicode = True
-                    break
-        if want_unicode:
-            newline = unicode("\n")
-            space = unicode(" ")
-        else:
-            newline = "\n"
-            space = " "
-        if sep is None:
-            sep = space
-        if end is None:
-            end = newline
-        for i, arg in enumerate(args):
-            if i:
-                write(sep)
-            write(arg)
-        write(end)
-if sys.version_info[:2] < (3, 3):
-    _print = print_
-
-    def print_(*args, **kwargs):
-        fp = kwargs.get("file", sys.stdout)
-        flush = kwargs.pop("flush", False)
-        _print(*args, **kwargs)
-        if flush and fp is not None:
-            fp.flush()
-
-_add_doc(reraise, """Reraise an exception.""")
-
-if sys.version_info[0:2] < (3, 4):
-    # This does exactly the same what the :func:`py3:functools.update_wrapper`
-    # function does on Python versions after 3.2. It sets the ``__wrapped__``
-    # attribute on ``wrapper`` object and it doesn't raise an error if any of
-    # the attributes mentioned in ``assigned`` and ``updated`` are missing on
-    # ``wrapped`` object.
-    def _update_wrapper(wrapper, wrapped,
-                        assigned=functools.WRAPPER_ASSIGNMENTS,
-                        updated=functools.WRAPPER_UPDATES):
-        for attr in assigned:
-            try:
-                value = getattr(wrapped, attr)
-            except AttributeError:
-                continue
-            else:
-                setattr(wrapper, attr, value)
-        for attr in updated:
-            getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
-        wrapper.__wrapped__ = wrapped
-        return wrapper
-    _update_wrapper.__doc__ = functools.update_wrapper.__doc__
-
-    def wraps(wrapped, assigned=functools.WRAPPER_ASSIGNMENTS,
-              updated=functools.WRAPPER_UPDATES):
-        return functools.partial(_update_wrapper, wrapped=wrapped,
-                                 assigned=assigned, updated=updated)
-    wraps.__doc__ = functools.wraps.__doc__
-
-else:
-    wraps = functools.wraps
-
-
-def with_metaclass(meta, *bases):
-    """Create a base class with a metaclass."""
-    # This requires a bit of explanation: the basic idea is to make a dummy
-    # metaclass for one level of class instantiation that replaces itself with
-    # the actual metaclass.
-    class metaclass(type):
-
-        def __new__(cls, name, this_bases, d):
-            if sys.version_info[:2] >= (3, 7):
-                # This version introduced PEP 560 that requires a bit
-                # of extra care (we mimic what is done by __build_class__).
-                resolved_bases = types.resolve_bases(bases)
-                if resolved_bases is not bases:
-                    d['__orig_bases__'] = bases
-            else:
-                resolved_bases = bases
-            return meta(name, resolved_bases, d)
-
-        @classmethod
-        def __prepare__(cls, name, this_bases):
-            return meta.__prepare__(name, bases)
-    return type.__new__(metaclass, 'temporary_class', (), {})
-
-
-def add_metaclass(metaclass):
-    """Class decorator for creating a class with a metaclass."""
-    def wrapper(cls):
-        orig_vars = cls.__dict__.copy()
-        slots = orig_vars.get('__slots__')
-        if slots is not None:
-            if isinstance(slots, str):
-                slots = [slots]
-            for slots_var in slots:
-                orig_vars.pop(slots_var)
-        orig_vars.pop('__dict__', None)
-        orig_vars.pop('__weakref__', None)
-        if hasattr(cls, '__qualname__'):
-            orig_vars['__qualname__'] = cls.__qualname__
-        return metaclass(cls.__name__, cls.__bases__, orig_vars)
-    return wrapper
-
-
-def ensure_binary(s, encoding='utf-8', errors='strict'):
-    """Coerce **s** to six.binary_type.
-
-    For Python 2:
-      - `unicode` -> encoded to `str`
-      - `str` -> `str`
-
-    For Python 3:
-      - `str` -> encoded to `bytes`
-      - `bytes` -> `bytes`
-    """
-    if isinstance(s, binary_type):
-        return s
-    if isinstance(s, text_type):
-        return s.encode(encoding, errors)
-    raise TypeError("not expecting type '%s'" % type(s))
-
-
-def ensure_str(s, encoding='utf-8', errors='strict'):
-    """Coerce *s* to `str`.
-
-    For Python 2:
-      - `unicode` -> encoded to `str`
-      - `str` -> `str`
-
-    For Python 3:
-      - `str` -> `str`
-      - `bytes` -> decoded to `str`
-    """
-    # Optimization: Fast return for the common case.
-    if type(s) is str:
-        return s
-    if PY2 and isinstance(s, text_type):
-        return s.encode(encoding, errors)
-    elif PY3 and isinstance(s, binary_type):
-        return s.decode(encoding, errors)
-    elif not isinstance(s, (text_type, binary_type)):
-        raise TypeError("not expecting type '%s'" % type(s))
-    return s
-
-
-def ensure_text(s, encoding='utf-8', errors='strict'):
-    """Coerce *s* to six.text_type.
-
-    For Python 2:
-      - `unicode` -> `unicode`
-      - `str` -> `unicode`
-
-    For Python 3:
-      - `str` -> `str`
-      - `bytes` -> decoded to `str`
-    """
-    if isinstance(s, binary_type):
-        return s.decode(encoding, errors)
-    elif isinstance(s, text_type):
-        return s
-    else:
-        raise TypeError("not expecting type '%s'" % type(s))
-
-
-def python_2_unicode_compatible(klass):
-    """
-    A class decorator that defines __unicode__ and __str__ methods under Python 2.
-    Under Python 3 it does nothing.
-
-    To support Python 2 and 3 with a single code base, define a __str__ method
-    returning text and apply this decorator to the class.
-    """
-    if PY2:
-        if '__str__' not in klass.__dict__:
-            raise ValueError("@python_2_unicode_compatible cannot be applied "
-                             "to %s because it doesn't define __str__()." %
-                             klass.__name__)
-        klass.__unicode__ = klass.__str__
-        klass.__str__ = lambda self: self.__unicode__().encode('utf-8')
-    return klass
-
-
-# Complete the moves implementation.
-# This code is at the end of this module to speed up module loading.
-# Turn this module into a package.
-__path__ = []  # required for PEP 302 and PEP 451
-__package__ = __name__  # see PEP 366 @ReservedAssignment
-if globals().get("__spec__") is not None:
-    __spec__.submodule_search_locations = []  # PEP 451 @UndefinedVariable
-# Remove other six meta path importers, since they cause problems. This can
-# happen if six is removed from sys.modules and then reloaded. (Setuptools does
-# this for some reason.)
-if sys.meta_path:
-    for i, importer in enumerate(sys.meta_path):
-        # Here's some real nastiness: Another "instance" of the six module might
-        # be floating around. Therefore, we can't use isinstance() to check for
-        # the six meta path importer, since the other six instance will have
-        # inserted an importer with different class.
-        if (type(importer).__name__ == "_SixMetaPathImporter" and
-                importer.name == __name__):
-            del sys.meta_path[i]
-            break
-    del i, importer
-# Finally, add the importer to the meta path import hook.
-sys.meta_path.append(_importer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
deleted file mode 100644
index baeb1dd41..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
+++ /dev/null
@@ -1,154 +0,0 @@
-Metadata-Version: 2.3
-Name: urllib3
-Version: 2.2.2
-Summary: HTTP library with thread-safe connection pooling, file post, and more.
-Project-URL: Changelog, https://github.com/urllib3/urllib3/blob/main/CHANGES.rst
-Project-URL: Documentation, https://urllib3.readthedocs.io
-Project-URL: Code, https://github.com/urllib3/urllib3
-Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
-Author-email: Andrey Petrov <andrey.petrov@shazow.net>
-Maintainer-email: Seth Michael Larson <sethmichaellarson@gmail.com>, Quentin Pradet <quentin@pradet.me>, Illia Volochii <illia.volochii@gmail.com>
-License-File: LICENSE.txt
-Keywords: filepost,http,httplib,https,pooling,ssl,threadsafe,urllib
-Classifier: Environment :: Web Environment
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: WWW/HTTP
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: >=3.8
-Provides-Extra: brotli
-Requires-Dist: brotli>=1.0.9; (platform_python_implementation == 'CPython') and extra == 'brotli'
-Requires-Dist: brotlicffi>=0.8.0; (platform_python_implementation != 'CPython') and extra == 'brotli'
-Provides-Extra: h2
-Requires-Dist: h2<5,>=4; extra == 'h2'
-Provides-Extra: socks
-Requires-Dist: pysocks!=1.5.7,<2.0,>=1.5.6; extra == 'socks'
-Provides-Extra: zstd
-Requires-Dist: zstandard>=0.18.0; extra == 'zstd'
-Description-Content-Type: text/markdown
-
-<h1 align="center">
-
-![urllib3](https://github.com/urllib3/urllib3/raw/main/docs/_static/banner_github.svg)
-
-</h1>
-
-<p align="center">
-  <a href="https://pypi.org/project/urllib3"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/urllib3.svg?maxAge=86400" /></a>
-  <a href="https://pypi.org/project/urllib3"><img alt="Python Versions" src="https://img.shields.io/pypi/pyversions/urllib3.svg?maxAge=86400" /></a>
-  <a href="https://discord.gg/urllib3"><img alt="Join our Discord" src="https://img.shields.io/discord/756342717725933608?color=%237289da&label=discord" /></a>
-  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Coverage Status" src="https://img.shields.io/badge/coverage-100%25-success" /></a>
-  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Build Status on GitHub" src="https://github.com/urllib3/urllib3/workflows/CI/badge.svg" /></a>
-  <a href="https://urllib3.readthedocs.io"><img alt="Documentation Status" src="https://readthedocs.org/projects/urllib3/badge/?version=latest" /></a><br>
-  <a href="https://deps.dev/pypi/urllib3"><img alt="OpenSSF Scorecard" src="https://api.securityscorecards.dev/projects/github.com/urllib3/urllib3/badge" /></a>
-  <a href="https://slsa.dev"><img alt="SLSA 3" src="https://slsa.dev/images/gh-badge-level3.svg" /></a>
-  <a href="https://bestpractices.coreinfrastructure.org/projects/6227"><img alt="CII Best Practices" src="https://bestpractices.coreinfrastructure.org/projects/6227/badge" /></a>
-</p>
-
-urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
-Python ecosystem already uses urllib3 and you should too.
-urllib3 brings many critical features that are missing from the Python
-standard libraries:
-
-- Thread safety.
-- Connection pooling.
-- Client-side SSL/TLS verification.
-- File uploads with multipart encoding.
-- Helpers for retrying requests and dealing with HTTP redirects.
-- Support for gzip, deflate, brotli, and zstd encoding.
-- Proxy support for HTTP and SOCKS.
-- 100% test coverage.
-
-urllib3 is powerful and easy to use:
-
-```python3
->>> import urllib3
->>> resp = urllib3.request("GET", "http://httpbin.org/robots.txt")
->>> resp.status
-200
->>> resp.data
-b"User-agent: *\nDisallow: /deny\n"
-```
-
-## Installing
-
-urllib3 can be installed with [pip](https://pip.pypa.io):
-
-```bash
-$ python -m pip install urllib3
-```
-
-Alternatively, you can grab the latest source code from [GitHub](https://github.com/urllib3/urllib3):
-
-```bash
-$ git clone https://github.com/urllib3/urllib3.git
-$ cd urllib3
-$ pip install .
-```
-
-
-## Documentation
-
-urllib3 has usage and reference documentation at [urllib3.readthedocs.io](https://urllib3.readthedocs.io).
-
-
-## Community
-
-urllib3 has a [community Discord channel](https://discord.gg/urllib3) for asking questions and
-collaborating with other contributors. Drop by and say hello 👋
-
-
-## Contributing
-
-urllib3 happily accepts contributions. Please see our
-[contributing documentation](https://urllib3.readthedocs.io/en/latest/contributing.html)
-for some tips on getting started.
-
-
-## Security Disclosures
-
-To report a security vulnerability, please use the
-[Tidelift security contact](https://tidelift.com/security).
-Tidelift will coordinate the fix and disclosure with maintainers.
-
-
-## Maintainers
-
-- [@sethmlarson](https://github.com/sethmlarson) (Seth M. Larson)
-- [@pquentin](https://github.com/pquentin) (Quentin Pradet)
-- [@illia-v](https://github.com/illia-v) (Illia Volochii)
-- [@theacodes](https://github.com/theacodes) (Thea Flowers)
-- [@haikuginger](https://github.com/haikuginger) (Jess Shapiro)
-- [@lukasa](https://github.com/lukasa) (Cory Benfield)
-- [@sigmavirus24](https://github.com/sigmavirus24) (Ian Stapleton Cordasco)
-- [@shazow](https://github.com/shazow) (Andrey Petrov)
-
-👋
-
-
-## Sponsorship
-
-If your company benefits from this library, please consider [sponsoring its
-development](https://urllib3.readthedocs.io/en/latest/sponsors.html).
-
-
-## For Enterprise
-
-Professional support for urllib3 is available as part of the [Tidelift
-Subscription][1].  Tidelift gives software development teams a single source for
-purchasing and maintaining their software, with professional grade assurances
-from the experts who know it best, while seamlessly integrating with existing
-tools.
-
-[1]: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
deleted file mode 100644
index 878c0d4f0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
+++ /dev/null
@@ -1,75 +0,0 @@
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
deleted file mode 100644
index 516596c76..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
+++ /dev/null
@@ -1,4 +0,0 @@
-Wheel-Version: 1.0
-Generator: hatchling 1.24.2
-Root-Is-Purelib: true
-Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
deleted file mode 100644
index e6183d027..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2008-2020 Andrey Petrov and contributors.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
deleted file mode 100644
index 3fe782c8a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
+++ /dev/null
@@ -1,211 +0,0 @@
-"""
-Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
-"""
-
-from __future__ import annotations
-
-# Set default logging handler to avoid "No handler found" warnings.
-import logging
-import sys
-import typing
-import warnings
-from logging import NullHandler
-
-from . import exceptions
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from ._version import __version__
-from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
-from .filepost import _TYPE_FIELDS, encode_multipart_formdata
-from .poolmanager import PoolManager, ProxyManager, proxy_from_url
-from .response import BaseHTTPResponse, HTTPResponse
-from .util.request import make_headers
-from .util.retry import Retry
-from .util.timeout import Timeout
-
-# Ensure that Python is compiled with OpenSSL 1.1.1+
-# If the 'ssl' module isn't available at all that's
-# fine, we only care if the module is available.
-try:
-    import ssl
-except ImportError:
-    pass
-else:
-    if not ssl.OPENSSL_VERSION.startswith("OpenSSL "):  # Defensive:
-        warnings.warn(
-            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
-            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
-            "See: https://github.com/urllib3/urllib3/issues/3020",
-            exceptions.NotOpenSSLWarning,
-        )
-    elif ssl.OPENSSL_VERSION_INFO < (1, 1, 1):  # Defensive:
-        raise ImportError(
-            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
-            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
-            "See: https://github.com/urllib3/urllib3/issues/2168"
-        )
-
-__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
-__license__ = "MIT"
-__version__ = __version__
-
-__all__ = (
-    "HTTPConnectionPool",
-    "HTTPHeaderDict",
-    "HTTPSConnectionPool",
-    "PoolManager",
-    "ProxyManager",
-    "HTTPResponse",
-    "Retry",
-    "Timeout",
-    "add_stderr_logger",
-    "connection_from_url",
-    "disable_warnings",
-    "encode_multipart_formdata",
-    "make_headers",
-    "proxy_from_url",
-    "request",
-    "BaseHTTPResponse",
-)
-
-logging.getLogger(__name__).addHandler(NullHandler())
-
-
-def add_stderr_logger(
-    level: int = logging.DEBUG,
-) -> logging.StreamHandler[typing.TextIO]:
-    """
-    Helper for quickly adding a StreamHandler to the logger. Useful for
-    debugging.
-
-    Returns the handler after adding it.
-    """
-    # This method needs to be in this __init__.py to get the __name__ correct
-    # even if urllib3 is vendored within another package.
-    logger = logging.getLogger(__name__)
-    handler = logging.StreamHandler()
-    handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
-    logger.addHandler(handler)
-    logger.setLevel(level)
-    logger.debug("Added a stderr logging handler to logger: %s", __name__)
-    return handler
-
-
-# ... Clean up.
-del NullHandler
-
-
-# All warning filters *must* be appended unless you're really certain that they
-# shouldn't be: otherwise, it's very hard for users to use most Python
-# mechanisms to silence them.
-# SecurityWarning's always go off by default.
-warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
-# InsecurePlatformWarning's don't vary between requests, so we keep it default.
-warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
-
-
-def disable_warnings(category: type[Warning] = exceptions.HTTPWarning) -> None:
-    """
-    Helper for quickly disabling all urllib3 warnings.
-    """
-    warnings.simplefilter("ignore", category)
-
-
-_DEFAULT_POOL = PoolManager()
-
-
-def request(
-    method: str,
-    url: str,
-    *,
-    body: _TYPE_BODY | None = None,
-    fields: _TYPE_FIELDS | None = None,
-    headers: typing.Mapping[str, str] | None = None,
-    preload_content: bool | None = True,
-    decode_content: bool | None = True,
-    redirect: bool | None = True,
-    retries: Retry | bool | int | None = None,
-    timeout: Timeout | float | int | None = 3,
-    json: typing.Any | None = None,
-) -> BaseHTTPResponse:
-    """
-    A convenience, top-level request method. It uses a module-global ``PoolManager`` instance.
-    Therefore, its side effects could be shared across dependencies relying on it.
-    To avoid side effects create a new ``PoolManager`` instance and use it instead.
-    The method does not accept low-level ``**urlopen_kw`` keyword arguments.
-
-    :param method:
-        HTTP request method (such as GET, POST, PUT, etc.)
-
-    :param url:
-        The URL to perform the request on.
-
-    :param body:
-        Data to send in the request body, either :class:`str`, :class:`bytes`,
-        an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-    :param fields:
-        Data to encode and send in the request body.
-
-    :param headers:
-        Dictionary of custom headers to send, such as User-Agent,
-        If-None-Match, etc.
-
-    :param bool preload_content:
-        If True, the response's body will be preloaded into memory.
-
-    :param bool decode_content:
-        If True, will attempt to decode the body based on the
-        'content-encoding' header.
-
-    :param redirect:
-        If True, automatically handle redirects (status codes 301, 302,
-        303, 307, 308). Each redirect counts as a retry. Disabling retries
-        will disable redirect, too.
-
-    :param retries:
-        Configure the number of retries to allow before raising a
-        :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-        If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
-        :class:`~urllib3.util.retry.Retry` object for fine-grained control
-        over different types of retries.
-        Pass an integer number to retry connection errors that many times,
-        but no other types of errors. Pass zero to never retry.
-
-        If ``False``, then retries are disabled and any exception is raised
-        immediately. Also, instead of raising a MaxRetryError on redirects,
-        the redirect response will be returned.
-
-    :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-    :param timeout:
-        If specified, overrides the default timeout for this one
-        request. It may be a float (in seconds) or an instance of
-        :class:`urllib3.util.Timeout`.
-
-    :param json:
-        Data to encode and send as JSON with UTF-encoded in the request body.
-        The ``"Content-Type"`` header will be set to ``"application/json"``
-        unless specified otherwise.
-    """
-
-    return _DEFAULT_POOL.request(
-        method,
-        url,
-        body=body,
-        fields=fields,
-        headers=headers,
-        preload_content=preload_content,
-        decode_content=decode_content,
-        redirect=redirect,
-        retries=retries,
-        timeout=timeout,
-        json=json,
-    )
-
-
-if sys.platform == "emscripten":
-    from .contrib.emscripten import inject_into_urllib3  # noqa: 401
-
-    inject_into_urllib3()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
deleted file mode 100644
index 29ca33487..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
+++ /dev/null
@@ -1,172 +0,0 @@
-from __future__ import annotations
-
-import typing
-
-from .util.connection import _TYPE_SOCKET_OPTIONS
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-from .util.url import Url
-
-_TYPE_BODY = typing.Union[bytes, typing.IO[typing.Any], typing.Iterable[bytes], str]
-
-
-class ProxyConfig(typing.NamedTuple):
-    ssl_context: ssl.SSLContext | None
-    use_forwarding_for_https: bool
-    assert_hostname: None | str | typing.Literal[False]
-    assert_fingerprint: str | None
-
-
-class _ResponseOptions(typing.NamedTuple):
-    # TODO: Remove this in favor of a better
-    # HTTP request/response lifecycle tracking.
-    request_method: str
-    request_url: str
-    preload_content: bool
-    decode_content: bool
-    enforce_content_length: bool
-
-
-if typing.TYPE_CHECKING:
-    import ssl
-    from typing import Protocol
-
-    from .response import BaseHTTPResponse
-
-    class BaseHTTPConnection(Protocol):
-        default_port: typing.ClassVar[int]
-        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-        host: str
-        port: int
-        timeout: None | (
-            float
-        )  # Instance doesn't store _DEFAULT_TIMEOUT, must be resolved.
-        blocksize: int
-        source_address: tuple[str, int] | None
-        socket_options: _TYPE_SOCKET_OPTIONS | None
-
-        proxy: Url | None
-        proxy_config: ProxyConfig | None
-
-        is_verified: bool
-        proxy_is_verified: bool | None
-
-        def __init__(
-            self,
-            host: str,
-            port: int | None = None,
-            *,
-            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-            source_address: tuple[str, int] | None = None,
-            blocksize: int = 8192,
-            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
-            proxy: Url | None = None,
-            proxy_config: ProxyConfig | None = None,
-        ) -> None:
-            ...
-
-        def set_tunnel(
-            self,
-            host: str,
-            port: int | None = None,
-            headers: typing.Mapping[str, str] | None = None,
-            scheme: str = "http",
-        ) -> None:
-            ...
-
-        def connect(self) -> None:
-            ...
-
-        def request(
-            self,
-            method: str,
-            url: str,
-            body: _TYPE_BODY | None = None,
-            headers: typing.Mapping[str, str] | None = None,
-            # We know *at least* botocore is depending on the order of the
-            # first 3 parameters so to be safe we only mark the later ones
-            # as keyword-only to ensure we have space to extend.
-            *,
-            chunked: bool = False,
-            preload_content: bool = True,
-            decode_content: bool = True,
-            enforce_content_length: bool = True,
-        ) -> None:
-            ...
-
-        def getresponse(self) -> BaseHTTPResponse:
-            ...
-
-        def close(self) -> None:
-            ...
-
-        @property
-        def is_closed(self) -> bool:
-            """Whether the connection either is brand new or has been previously closed.
-            If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
-            properties must be False.
-            """
-
-        @property
-        def is_connected(self) -> bool:
-            """Whether the connection is actively connected to any origin (proxy or target)"""
-
-        @property
-        def has_connected_to_proxy(self) -> bool:
-            """Whether the connection has successfully connected to its proxy.
-            This returns False if no proxy is in use. Used to determine whether
-            errors are coming from the proxy layer or from tunnelling to the target origin.
-            """
-
-    class BaseHTTPSConnection(BaseHTTPConnection, Protocol):
-        default_port: typing.ClassVar[int]
-        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-        # Certificate verification methods
-        cert_reqs: int | str | None
-        assert_hostname: None | str | typing.Literal[False]
-        assert_fingerprint: str | None
-        ssl_context: ssl.SSLContext | None
-
-        # Trusted CAs
-        ca_certs: str | None
-        ca_cert_dir: str | None
-        ca_cert_data: None | str | bytes
-
-        # TLS version
-        ssl_minimum_version: int | None
-        ssl_maximum_version: int | None
-        ssl_version: int | str | None  # Deprecated
-
-        # Client certificates
-        cert_file: str | None
-        key_file: str | None
-        key_password: str | None
-
-        def __init__(
-            self,
-            host: str,
-            port: int | None = None,
-            *,
-            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-            source_address: tuple[str, int] | None = None,
-            blocksize: int = 16384,
-            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
-            proxy: Url | None = None,
-            proxy_config: ProxyConfig | None = None,
-            cert_reqs: int | str | None = None,
-            assert_hostname: None | str | typing.Literal[False] = None,
-            assert_fingerprint: str | None = None,
-            server_hostname: str | None = None,
-            ssl_context: ssl.SSLContext | None = None,
-            ca_certs: str | None = None,
-            ca_cert_dir: str | None = None,
-            ca_cert_data: None | str | bytes = None,
-            ssl_minimum_version: int | None = None,
-            ssl_maximum_version: int | None = None,
-            ssl_version: int | str | None = None,  # Deprecated
-            cert_file: str | None = None,
-            key_file: str | None = None,
-            key_password: str | None = None,
-        ) -> None:
-            ...
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
deleted file mode 100644
index 8a4409a12..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
+++ /dev/null
@@ -1,483 +0,0 @@
-from __future__ import annotations
-
-import typing
-from collections import OrderedDict
-from enum import Enum, auto
-from threading import RLock
-
-if typing.TYPE_CHECKING:
-    # We can only import Protocol if TYPE_CHECKING because it's a development
-    # dependency, and is not available at runtime.
-    from typing import Protocol
-
-    from typing_extensions import Self
-
-    class HasGettableStringKeys(Protocol):
-        def keys(self) -> typing.Iterator[str]:
-            ...
-
-        def __getitem__(self, key: str) -> str:
-            ...
-
-
-__all__ = ["RecentlyUsedContainer", "HTTPHeaderDict"]
-
-
-# Key type
-_KT = typing.TypeVar("_KT")
-# Value type
-_VT = typing.TypeVar("_VT")
-# Default type
-_DT = typing.TypeVar("_DT")
-
-ValidHTTPHeaderSource = typing.Union[
-    "HTTPHeaderDict",
-    typing.Mapping[str, str],
-    typing.Iterable[typing.Tuple[str, str]],
-    "HasGettableStringKeys",
-]
-
-
-class _Sentinel(Enum):
-    not_passed = auto()
-
-
-def ensure_can_construct_http_header_dict(
-    potential: object,
-) -> ValidHTTPHeaderSource | None:
-    if isinstance(potential, HTTPHeaderDict):
-        return potential
-    elif isinstance(potential, typing.Mapping):
-        # Full runtime checking of the contents of a Mapping is expensive, so for the
-        # purposes of typechecking, we assume that any Mapping is the right shape.
-        return typing.cast(typing.Mapping[str, str], potential)
-    elif isinstance(potential, typing.Iterable):
-        # Similarly to Mapping, full runtime checking of the contents of an Iterable is
-        # expensive, so for the purposes of typechecking, we assume that any Iterable
-        # is the right shape.
-        return typing.cast(typing.Iterable[typing.Tuple[str, str]], potential)
-    elif hasattr(potential, "keys") and hasattr(potential, "__getitem__"):
-        return typing.cast("HasGettableStringKeys", potential)
-    else:
-        return None
-
-
-class RecentlyUsedContainer(typing.Generic[_KT, _VT], typing.MutableMapping[_KT, _VT]):
-    """
-    Provides a thread-safe dict-like container which maintains up to
-    ``maxsize`` keys while throwing away the least-recently-used keys beyond
-    ``maxsize``.
-
-    :param maxsize:
-        Maximum number of recent elements to retain.
-
-    :param dispose_func:
-        Every time an item is evicted from the container,
-        ``dispose_func(value)`` is called.  Callback which will get called
-    """
-
-    _container: typing.OrderedDict[_KT, _VT]
-    _maxsize: int
-    dispose_func: typing.Callable[[_VT], None] | None
-    lock: RLock
-
-    def __init__(
-        self,
-        maxsize: int = 10,
-        dispose_func: typing.Callable[[_VT], None] | None = None,
-    ) -> None:
-        super().__init__()
-        self._maxsize = maxsize
-        self.dispose_func = dispose_func
-        self._container = OrderedDict()
-        self.lock = RLock()
-
-    def __getitem__(self, key: _KT) -> _VT:
-        # Re-insert the item, moving it to the end of the eviction line.
-        with self.lock:
-            item = self._container.pop(key)
-            self._container[key] = item
-            return item
-
-    def __setitem__(self, key: _KT, value: _VT) -> None:
-        evicted_item = None
-        with self.lock:
-            # Possibly evict the existing value of 'key'
-            try:
-                # If the key exists, we'll overwrite it, which won't change the
-                # size of the pool. Because accessing a key should move it to
-                # the end of the eviction line, we pop it out first.
-                evicted_item = key, self._container.pop(key)
-                self._container[key] = value
-            except KeyError:
-                # When the key does not exist, we insert the value first so that
-                # evicting works in all cases, including when self._maxsize is 0
-                self._container[key] = value
-                if len(self._container) > self._maxsize:
-                    # If we didn't evict an existing value, and we've hit our maximum
-                    # size, then we have to evict the least recently used item from
-                    # the beginning of the container.
-                    evicted_item = self._container.popitem(last=False)
-
-        # After releasing the lock on the pool, dispose of any evicted value.
-        if evicted_item is not None and self.dispose_func:
-            _, evicted_value = evicted_item
-            self.dispose_func(evicted_value)
-
-    def __delitem__(self, key: _KT) -> None:
-        with self.lock:
-            value = self._container.pop(key)
-
-        if self.dispose_func:
-            self.dispose_func(value)
-
-    def __len__(self) -> int:
-        with self.lock:
-            return len(self._container)
-
-    def __iter__(self) -> typing.NoReturn:
-        raise NotImplementedError(
-            "Iteration over this class is unlikely to be threadsafe."
-        )
-
-    def clear(self) -> None:
-        with self.lock:
-            # Copy pointers to all values, then wipe the mapping
-            values = list(self._container.values())
-            self._container.clear()
-
-        if self.dispose_func:
-            for value in values:
-                self.dispose_func(value)
-
-    def keys(self) -> set[_KT]:  # type: ignore[override]
-        with self.lock:
-            return set(self._container.keys())
-
-
-class HTTPHeaderDictItemView(typing.Set[typing.Tuple[str, str]]):
-    """
-    HTTPHeaderDict is unusual for a Mapping[str, str] in that it has two modes of
-    address.
-
-    If we directly try to get an item with a particular name, we will get a string
-    back that is the concatenated version of all the values:
-
-    >>> d['X-Header-Name']
-    'Value1, Value2, Value3'
-
-    However, if we iterate over an HTTPHeaderDict's items, we will optionally combine
-    these values based on whether combine=True was called when building up the dictionary
-
-    >>> d = HTTPHeaderDict({"A": "1", "B": "foo"})
-    >>> d.add("A", "2", combine=True)
-    >>> d.add("B", "bar")
-    >>> list(d.items())
-    [
-        ('A', '1, 2'),
-        ('B', 'foo'),
-        ('B', 'bar'),
-    ]
-
-    This class conforms to the interface required by the MutableMapping ABC while
-    also giving us the nonstandard iteration behavior we want; items with duplicate
-    keys, ordered by time of first insertion.
-    """
-
-    _headers: HTTPHeaderDict
-
-    def __init__(self, headers: HTTPHeaderDict) -> None:
-        self._headers = headers
-
-    def __len__(self) -> int:
-        return len(list(self._headers.iteritems()))
-
-    def __iter__(self) -> typing.Iterator[tuple[str, str]]:
-        return self._headers.iteritems()
-
-    def __contains__(self, item: object) -> bool:
-        if isinstance(item, tuple) and len(item) == 2:
-            passed_key, passed_val = item
-            if isinstance(passed_key, str) and isinstance(passed_val, str):
-                return self._headers._has_value_for_header(passed_key, passed_val)
-        return False
-
-
-class HTTPHeaderDict(typing.MutableMapping[str, str]):
-    """
-    :param headers:
-        An iterable of field-value pairs. Must not contain multiple field names
-        when compared case-insensitively.
-
-    :param kwargs:
-        Additional field-value pairs to pass in to ``dict.update``.
-
-    A ``dict`` like container for storing HTTP Headers.
-
-    Field names are stored and compared case-insensitively in compliance with
-    RFC 7230. Iteration provides the first case-sensitive key seen for each
-    case-insensitive pair.
-
-    Using ``__setitem__`` syntax overwrites fields that compare equal
-    case-insensitively in order to maintain ``dict``'s api. For fields that
-    compare equal, instead create a new ``HTTPHeaderDict`` and use ``.add``
-    in a loop.
-
-    If multiple fields that are equal case-insensitively are passed to the
-    constructor or ``.update``, the behavior is undefined and some will be
-    lost.
-
-    >>> headers = HTTPHeaderDict()
-    >>> headers.add('Set-Cookie', 'foo=bar')
-    >>> headers.add('set-cookie', 'baz=quxx')
-    >>> headers['content-length'] = '7'
-    >>> headers['SET-cookie']
-    'foo=bar, baz=quxx'
-    >>> headers['Content-Length']
-    '7'
-    """
-
-    _container: typing.MutableMapping[str, list[str]]
-
-    def __init__(self, headers: ValidHTTPHeaderSource | None = None, **kwargs: str):
-        super().__init__()
-        self._container = {}  # 'dict' is insert-ordered
-        if headers is not None:
-            if isinstance(headers, HTTPHeaderDict):
-                self._copy_from(headers)
-            else:
-                self.extend(headers)
-        if kwargs:
-            self.extend(kwargs)
-
-    def __setitem__(self, key: str, val: str) -> None:
-        # avoid a bytes/str comparison by decoding before httplib
-        if isinstance(key, bytes):
-            key = key.decode("latin-1")
-        self._container[key.lower()] = [key, val]
-
-    def __getitem__(self, key: str) -> str:
-        val = self._container[key.lower()]
-        return ", ".join(val[1:])
-
-    def __delitem__(self, key: str) -> None:
-        del self._container[key.lower()]
-
-    def __contains__(self, key: object) -> bool:
-        if isinstance(key, str):
-            return key.lower() in self._container
-        return False
-
-    def setdefault(self, key: str, default: str = "") -> str:
-        return super().setdefault(key, default)
-
-    def __eq__(self, other: object) -> bool:
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return False
-        else:
-            other_as_http_header_dict = type(self)(maybe_constructable)
-
-        return {k.lower(): v for k, v in self.itermerged()} == {
-            k.lower(): v for k, v in other_as_http_header_dict.itermerged()
-        }
-
-    def __ne__(self, other: object) -> bool:
-        return not self.__eq__(other)
-
-    def __len__(self) -> int:
-        return len(self._container)
-
-    def __iter__(self) -> typing.Iterator[str]:
-        # Only provide the originally cased names
-        for vals in self._container.values():
-            yield vals[0]
-
-    def discard(self, key: str) -> None:
-        try:
-            del self[key]
-        except KeyError:
-            pass
-
-    def add(self, key: str, val: str, *, combine: bool = False) -> None:
-        """Adds a (name, value) pair, doesn't overwrite the value if it already
-        exists.
-
-        If this is called with combine=True, instead of adding a new header value
-        as a distinct item during iteration, this will instead append the value to
-        any existing header value with a comma. If no existing header value exists
-        for the key, then the value will simply be added, ignoring the combine parameter.
-
-        >>> headers = HTTPHeaderDict(foo='bar')
-        >>> headers.add('Foo', 'baz')
-        >>> headers['foo']
-        'bar, baz'
-        >>> list(headers.items())
-        [('foo', 'bar'), ('foo', 'baz')]
-        >>> headers.add('foo', 'quz', combine=True)
-        >>> list(headers.items())
-        [('foo', 'bar, baz, quz')]
-        """
-        # avoid a bytes/str comparison by decoding before httplib
-        if isinstance(key, bytes):
-            key = key.decode("latin-1")
-        key_lower = key.lower()
-        new_vals = [key, val]
-        # Keep the common case aka no item present as fast as possible
-        vals = self._container.setdefault(key_lower, new_vals)
-        if new_vals is not vals:
-            # if there are values here, then there is at least the initial
-            # key/value pair
-            assert len(vals) >= 2
-            if combine:
-                vals[-1] = vals[-1] + ", " + val
-            else:
-                vals.append(val)
-
-    def extend(self, *args: ValidHTTPHeaderSource, **kwargs: str) -> None:
-        """Generic import function for any type of header-like object.
-        Adapted version of MutableMapping.update in order to insert items
-        with self.add instead of self.__setitem__
-        """
-        if len(args) > 1:
-            raise TypeError(
-                f"extend() takes at most 1 positional arguments ({len(args)} given)"
-            )
-        other = args[0] if len(args) >= 1 else ()
-
-        if isinstance(other, HTTPHeaderDict):
-            for key, val in other.iteritems():
-                self.add(key, val)
-        elif isinstance(other, typing.Mapping):
-            for key, val in other.items():
-                self.add(key, val)
-        elif isinstance(other, typing.Iterable):
-            other = typing.cast(typing.Iterable[typing.Tuple[str, str]], other)
-            for key, value in other:
-                self.add(key, value)
-        elif hasattr(other, "keys") and hasattr(other, "__getitem__"):
-            # THIS IS NOT A TYPESAFE BRANCH
-            # In this branch, the object has a `keys` attr but is not a Mapping or any of
-            # the other types indicated in the method signature. We do some stuff with
-            # it as though it partially implements the Mapping interface, but we're not
-            # doing that stuff safely AT ALL.
-            for key in other.keys():
-                self.add(key, other[key])
-
-        for key, value in kwargs.items():
-            self.add(key, value)
-
-    @typing.overload
-    def getlist(self, key: str) -> list[str]:
-        ...
-
-    @typing.overload
-    def getlist(self, key: str, default: _DT) -> list[str] | _DT:
-        ...
-
-    def getlist(
-        self, key: str, default: _Sentinel | _DT = _Sentinel.not_passed
-    ) -> list[str] | _DT:
-        """Returns a list of all the values for the named field. Returns an
-        empty list if the key doesn't exist."""
-        try:
-            vals = self._container[key.lower()]
-        except KeyError:
-            if default is _Sentinel.not_passed:
-                # _DT is unbound; empty list is instance of List[str]
-                return []
-            # _DT is bound; default is instance of _DT
-            return default
-        else:
-            # _DT may or may not be bound; vals[1:] is instance of List[str], which
-            # meets our external interface requirement of `Union[List[str], _DT]`.
-            return vals[1:]
-
-    def _prepare_for_method_change(self) -> Self:
-        """
-        Remove content-specific header fields before changing the request
-        method to GET or HEAD according to RFC 9110, Section 15.4.
-        """
-        content_specific_headers = [
-            "Content-Encoding",
-            "Content-Language",
-            "Content-Location",
-            "Content-Type",
-            "Content-Length",
-            "Digest",
-            "Last-Modified",
-        ]
-        for header in content_specific_headers:
-            self.discard(header)
-        return self
-
-    # Backwards compatibility for httplib
-    getheaders = getlist
-    getallmatchingheaders = getlist
-    iget = getlist
-
-    # Backwards compatibility for http.cookiejar
-    get_all = getlist
-
-    def __repr__(self) -> str:
-        return f"{type(self).__name__}({dict(self.itermerged())})"
-
-    def _copy_from(self, other: HTTPHeaderDict) -> None:
-        for key in other:
-            val = other.getlist(key)
-            self._container[key.lower()] = [key, *val]
-
-    def copy(self) -> Self:
-        clone = type(self)()
-        clone._copy_from(self)
-        return clone
-
-    def iteritems(self) -> typing.Iterator[tuple[str, str]]:
-        """Iterate over all header lines, including duplicate ones."""
-        for key in self:
-            vals = self._container[key.lower()]
-            for val in vals[1:]:
-                yield vals[0], val
-
-    def itermerged(self) -> typing.Iterator[tuple[str, str]]:
-        """Iterate over all headers, merging duplicate ones together."""
-        for key in self:
-            val = self._container[key.lower()]
-            yield val[0], ", ".join(val[1:])
-
-    def items(self) -> HTTPHeaderDictItemView:  # type: ignore[override]
-        return HTTPHeaderDictItemView(self)
-
-    def _has_value_for_header(self, header_name: str, potential_value: str) -> bool:
-        if header_name in self:
-            return potential_value in self._container[header_name.lower()][1:]
-        return False
-
-    def __ior__(self, other: object) -> HTTPHeaderDict:
-        # Supports extending a header dict in-place using operator |=
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        self.extend(maybe_constructable)
-        return self
-
-    def __or__(self, other: object) -> Self:
-        # Supports merging header dicts using operator |
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        result = self.copy()
-        result.extend(maybe_constructable)
-        return result
-
-    def __ror__(self, other: object) -> Self:
-        # Supports merging header dicts using operator | when other is on left side
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        result = type(self)(maybe_constructable)
-        result.extend(self)
-        return result
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
deleted file mode 100644
index 632042f03..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
+++ /dev/null
@@ -1,279 +0,0 @@
-from __future__ import annotations
-
-import json as _json
-import typing
-from urllib.parse import urlencode
-
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from .filepost import _TYPE_FIELDS, encode_multipart_formdata
-from .response import BaseHTTPResponse
-
-__all__ = ["RequestMethods"]
-
-_TYPE_ENCODE_URL_FIELDS = typing.Union[
-    typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]],
-    typing.Mapping[str, typing.Union[str, bytes]],
-]
-
-
-class RequestMethods:
-    """
-    Convenience mixin for classes who implement a :meth:`urlopen` method, such
-    as :class:`urllib3.HTTPConnectionPool` and
-    :class:`urllib3.PoolManager`.
-
-    Provides behavior for making common types of HTTP request methods and
-    decides which type of request field encoding to use.
-
-    Specifically,
-
-    :meth:`.request_encode_url` is for sending requests whose fields are
-    encoded in the URL (such as GET, HEAD, DELETE).
-
-    :meth:`.request_encode_body` is for sending requests whose fields are
-    encoded in the *body* of the request using multipart or www-form-urlencoded
-    (such as for POST, PUT, PATCH).
-
-    :meth:`.request` is for making any kind of request, it will look up the
-    appropriate encoding format and use one of the above two methods to make
-    the request.
-
-    Initializer parameters:
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-    """
-
-    _encode_url_methods = {"DELETE", "GET", "HEAD", "OPTIONS"}
-
-    def __init__(self, headers: typing.Mapping[str, str] | None = None) -> None:
-        self.headers = headers or {}
-
-    def urlopen(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        encode_multipart: bool = True,
-        multipart_boundary: str | None = None,
-        **kw: typing.Any,
-    ) -> BaseHTTPResponse:  # Abstract
-        raise NotImplementedError(
-            "Classes extending RequestMethods must implement "
-            "their own ``urlopen`` method."
-        )
-
-    def request(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        fields: _TYPE_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        json: typing.Any | None = None,
-        **urlopen_kw: typing.Any,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the appropriate encoding of
-        ``fields`` based on the ``method`` used.
-
-        This is a convenience method that requires the least amount of manual
-        effort. It can be used in most situations, while still having the
-        option to drop down to more specific methods when necessary, such as
-        :meth:`request_encode_url`, :meth:`request_encode_body`,
-        or even the lowest level :meth:`urlopen`.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param fields:
-            Data to encode and send in the request body.  Values are processed
-            by :func:`urllib.parse.urlencode`.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param json:
-            Data to encode and send as JSON with UTF-encoded in the request body.
-            The ``"Content-Type"`` header will be set to ``"application/json"``
-            unless specified otherwise.
-        """
-        method = method.upper()
-
-        if json is not None and body is not None:
-            raise TypeError(
-                "request got values for both 'body' and 'json' parameters which are mutually exclusive"
-            )
-
-        if json is not None:
-            if headers is None:
-                headers = self.headers
-
-            if not ("content-type" in map(str.lower, headers.keys())):
-                headers = HTTPHeaderDict(headers)
-                headers["Content-Type"] = "application/json"
-
-            body = _json.dumps(json, separators=(",", ":"), ensure_ascii=False).encode(
-                "utf-8"
-            )
-
-        if body is not None:
-            urlopen_kw["body"] = body
-
-        if method in self._encode_url_methods:
-            return self.request_encode_url(
-                method,
-                url,
-                fields=fields,  # type: ignore[arg-type]
-                headers=headers,
-                **urlopen_kw,
-            )
-        else:
-            return self.request_encode_body(
-                method, url, fields=fields, headers=headers, **urlopen_kw
-            )
-
-    def request_encode_url(
-        self,
-        method: str,
-        url: str,
-        fields: _TYPE_ENCODE_URL_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        **urlopen_kw: str,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the ``fields`` encoded in
-        the url. This is useful for request methods like GET, HEAD, DELETE, etc.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param fields:
-            Data to encode and send in the request body.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-        """
-        if headers is None:
-            headers = self.headers
-
-        extra_kw: dict[str, typing.Any] = {"headers": headers}
-        extra_kw.update(urlopen_kw)
-
-        if fields:
-            url += "?" + urlencode(fields)
-
-        return self.urlopen(method, url, **extra_kw)
-
-    def request_encode_body(
-        self,
-        method: str,
-        url: str,
-        fields: _TYPE_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        encode_multipart: bool = True,
-        multipart_boundary: str | None = None,
-        **urlopen_kw: str,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the ``fields`` encoded in
-        the body. This is useful for request methods like POST, PUT, PATCH, etc.
-
-        When ``encode_multipart=True`` (default), then
-        :func:`urllib3.encode_multipart_formdata` is used to encode
-        the payload with the appropriate content type. Otherwise
-        :func:`urllib.parse.urlencode` is used with the
-        'application/x-www-form-urlencoded' content type.
-
-        Multipart encoding must be used when posting files, and it's reasonably
-        safe to use it in other times too. However, it may break request
-        signing, such as with OAuth.
-
-        Supports an optional ``fields`` parameter of key/value strings AND
-        key/filetuple. A filetuple is a (filename, data, MIME type) tuple where
-        the MIME type is optional. For example::
-
-            fields = {
-                'foo': 'bar',
-                'fakefile': ('foofile.txt', 'contents of foofile'),
-                'realfile': ('barfile.txt', open('realfile').read()),
-                'typedfile': ('bazfile.bin', open('bazfile').read(),
-                              'image/jpeg'),
-                'nonamefile': 'contents of nonamefile field',
-            }
-
-        When uploading a file, providing a filename (the first parameter of the
-        tuple) is optional but recommended to best mimic behavior of browsers.
-
-        Note that if ``headers`` are supplied, the 'Content-Type' header will
-        be overwritten because it depends on the dynamic random boundary string
-        which is used to compose the body of the request. The random boundary
-        string can be explicitly set with the ``multipart_boundary`` parameter.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param fields:
-            Data to encode and send in the request body.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param encode_multipart:
-            If True, encode the ``fields`` using the multipart/form-data MIME
-            format.
-
-        :param multipart_boundary:
-            If not specified, then a random boundary will be generated using
-            :func:`urllib3.filepost.choose_boundary`.
-        """
-        if headers is None:
-            headers = self.headers
-
-        extra_kw: dict[str, typing.Any] = {"headers": HTTPHeaderDict(headers)}
-        body: bytes | str
-
-        if fields:
-            if "body" in urlopen_kw:
-                raise TypeError(
-                    "request got values for both 'fields' and 'body', can only specify one."
-                )
-
-            if encode_multipart:
-                body, content_type = encode_multipart_formdata(
-                    fields, boundary=multipart_boundary
-                )
-            else:
-                body, content_type = (
-                    urlencode(fields),  # type: ignore[arg-type]
-                    "application/x-www-form-urlencoded",
-                )
-
-            extra_kw["body"] = body
-            extra_kw["headers"].setdefault("Content-Type", content_type)
-
-        extra_kw.update(urlopen_kw)
-
-        return self.urlopen(method, url, **extra_kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
deleted file mode 100644
index 7442f2b84..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
+++ /dev/null
@@ -1,4 +0,0 @@
-# This file is protected via CODEOWNERS
-from __future__ import annotations
-
-__version__ = "2.2.2"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
deleted file mode 100644
index 1b1627920..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
+++ /dev/null
@@ -1,929 +0,0 @@
-from __future__ import annotations
-
-import datetime
-import logging
-import os
-import re
-import socket
-import sys
-import typing
-import warnings
-from http.client import HTTPConnection as _HTTPConnection
-from http.client import HTTPException as HTTPException  # noqa: F401
-from http.client import ResponseNotReady
-from socket import timeout as SocketTimeout
-
-if typing.TYPE_CHECKING:
-    from .response import HTTPResponse
-    from .util.ssl_ import _TYPE_PEER_CERT_RET_DICT
-    from .util.ssltransport import SSLTransport
-
-from ._collections import HTTPHeaderDict
-from .util.response import assert_header_parsing
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT, Timeout
-from .util.util import to_str
-from .util.wait import wait_for_read
-
-try:  # Compiled with SSL?
-    import ssl
-
-    BaseSSLError = ssl.SSLError
-except (ImportError, AttributeError):
-    ssl = None  # type: ignore[assignment]
-
-    class BaseSSLError(BaseException):  # type: ignore[no-redef]
-        pass
-
-
-from ._base_connection import _TYPE_BODY
-from ._base_connection import ProxyConfig as ProxyConfig
-from ._base_connection import _ResponseOptions as _ResponseOptions
-from ._version import __version__
-from .exceptions import (
-    ConnectTimeoutError,
-    HeaderParsingError,
-    NameResolutionError,
-    NewConnectionError,
-    ProxyError,
-    SystemTimeWarning,
-)
-from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection, ssl_
-from .util.request import body_to_chunks
-from .util.ssl_ import assert_fingerprint as _assert_fingerprint
-from .util.ssl_ import (
-    create_urllib3_context,
-    is_ipaddress,
-    resolve_cert_reqs,
-    resolve_ssl_version,
-    ssl_wrap_socket,
-)
-from .util.ssl_match_hostname import CertificateError, match_hostname
-from .util.url import Url
-
-# Not a no-op, we're adding this to the namespace so it can be imported.
-ConnectionError = ConnectionError
-BrokenPipeError = BrokenPipeError
-
-
-log = logging.getLogger(__name__)
-
-port_by_scheme = {"http": 80, "https": 443}
-
-# When it comes time to update this value as a part of regular maintenance
-# (ie test_recent_date is failing) update it to ~6 months before the current date.
-RECENT_DATE = datetime.date(2023, 6, 1)
-
-_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
-
-_HAS_SYS_AUDIT = hasattr(sys, "audit")
-
-
-class HTTPConnection(_HTTPConnection):
-    """
-    Based on :class:`http.client.HTTPConnection` but provides an extra constructor
-    backwards-compatibility layer between older and newer Pythons.
-
-    Additional keyword parameters are used to configure attributes of the connection.
-    Accepted parameters include:
-
-    - ``source_address``: Set the source address for the current connection.
-    - ``socket_options``: Set specific options on the underlying socket. If not specified, then
-      defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
-      Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
-
-      For example, if you wish to enable TCP Keep Alive in addition to the defaults,
-      you might pass:
-
-      .. code-block:: python
-
-         HTTPConnection.default_socket_options + [
-             (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
-         ]
-
-      Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
-    """
-
-    default_port: typing.ClassVar[int] = port_by_scheme["http"]  # type: ignore[misc]
-
-    #: Disable Nagle's algorithm by default.
-    #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
-    default_socket_options: typing.ClassVar[connection._TYPE_SOCKET_OPTIONS] = [
-        (socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)
-    ]
-
-    #: Whether this connection verifies the host's certificate.
-    is_verified: bool = False
-
-    #: Whether this proxy connection verified the proxy host's certificate.
-    # If no proxy is currently connected to the value will be ``None``.
-    proxy_is_verified: bool | None = None
-
-    blocksize: int
-    source_address: tuple[str, int] | None
-    socket_options: connection._TYPE_SOCKET_OPTIONS | None
-
-    _has_connected_to_proxy: bool
-    _response_options: _ResponseOptions | None
-    _tunnel_host: str | None
-    _tunnel_port: int | None
-    _tunnel_scheme: str | None
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | (connection._TYPE_SOCKET_OPTIONS) = default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-    ) -> None:
-        super().__init__(
-            host=host,
-            port=port,
-            timeout=Timeout.resolve_default_timeout(timeout),
-            source_address=source_address,
-            blocksize=blocksize,
-        )
-        self.socket_options = socket_options
-        self.proxy = proxy
-        self.proxy_config = proxy_config
-
-        self._has_connected_to_proxy = False
-        self._response_options = None
-        self._tunnel_host: str | None = None
-        self._tunnel_port: int | None = None
-        self._tunnel_scheme: str | None = None
-
-    @property
-    def host(self) -> str:
-        """
-        Getter method to remove any trailing dots that indicate the hostname is an FQDN.
-
-        In general, SSL certificates don't include the trailing dot indicating a
-        fully-qualified domain name, and thus, they don't validate properly when
-        checked against a domain name that includes the dot. In addition, some
-        servers may not expect to receive the trailing dot when provided.
-
-        However, the hostname with trailing dot is critical to DNS resolution; doing a
-        lookup with the trailing dot will properly only resolve the appropriate FQDN,
-        whereas a lookup without a trailing dot will search the system's search domain
-        list. Thus, it's important to keep the original host around for use only in
-        those cases where it's appropriate (i.e., when doing DNS lookup to establish the
-        actual TCP connection across which we're going to send HTTP requests).
-        """
-        return self._dns_host.rstrip(".")
-
-    @host.setter
-    def host(self, value: str) -> None:
-        """
-        Setter for the `host` property.
-
-        We assume that only urllib3 uses the _dns_host attribute; httplib itself
-        only uses `host`, and it seems reasonable that other libraries follow suit.
-        """
-        self._dns_host = value
-
-    def _new_conn(self) -> socket.socket:
-        """Establish a socket connection and set nodelay settings on it.
-
-        :return: New socket connection.
-        """
-        try:
-            sock = connection.create_connection(
-                (self._dns_host, self.port),
-                self.timeout,
-                source_address=self.source_address,
-                socket_options=self.socket_options,
-            )
-        except socket.gaierror as e:
-            raise NameResolutionError(self.host, self, e) from e
-        except SocketTimeout as e:
-            raise ConnectTimeoutError(
-                self,
-                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-            ) from e
-
-        except OSError as e:
-            raise NewConnectionError(
-                self, f"Failed to establish a new connection: {e}"
-            ) from e
-
-        # Audit hooks are only available in Python 3.8+
-        if _HAS_SYS_AUDIT:
-            sys.audit("http.client.connect", self, self.host, self.port)
-
-        return sock
-
-    def set_tunnel(
-        self,
-        host: str,
-        port: int | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        scheme: str = "http",
-    ) -> None:
-        if scheme not in ("http", "https"):
-            raise ValueError(
-                f"Invalid proxy scheme for tunneling: {scheme!r}, must be either 'http' or 'https'"
-            )
-        super().set_tunnel(host, port=port, headers=headers)
-        self._tunnel_scheme = scheme
-
-    def connect(self) -> None:
-        self.sock = self._new_conn()
-        if self._tunnel_host:
-            # If we're tunneling it means we're connected to our proxy.
-            self._has_connected_to_proxy = True
-
-            # TODO: Fix tunnel so it doesn't depend on self.sock state.
-            self._tunnel()  # type: ignore[attr-defined]
-
-        # If there's a proxy to be connected to we are fully connected.
-        # This is set twice (once above and here) due to forwarding proxies
-        # not using tunnelling.
-        self._has_connected_to_proxy = bool(self.proxy)
-
-        if self._has_connected_to_proxy:
-            self.proxy_is_verified = False
-
-    @property
-    def is_closed(self) -> bool:
-        return self.sock is None
-
-    @property
-    def is_connected(self) -> bool:
-        if self.sock is None:
-            return False
-        return not wait_for_read(self.sock, timeout=0.0)
-
-    @property
-    def has_connected_to_proxy(self) -> bool:
-        return self._has_connected_to_proxy
-
-    @property
-    def proxy_is_forwarding(self) -> bool:
-        """
-        Return True if a forwarding proxy is configured, else return False
-        """
-        return bool(self.proxy) and self._tunnel_host is None
-
-    def close(self) -> None:
-        try:
-            super().close()
-        finally:
-            # Reset all stateful properties so connection
-            # can be re-used without leaking prior configs.
-            self.sock = None
-            self.is_verified = False
-            self.proxy_is_verified = None
-            self._has_connected_to_proxy = False
-            self._response_options = None
-            self._tunnel_host = None
-            self._tunnel_port = None
-            self._tunnel_scheme = None
-
-    def putrequest(
-        self,
-        method: str,
-        url: str,
-        skip_host: bool = False,
-        skip_accept_encoding: bool = False,
-    ) -> None:
-        """"""
-        # Empty docstring because the indentation of CPython's implementation
-        # is broken but we don't want this method in our documentation.
-        match = _CONTAINS_CONTROL_CHAR_RE.search(method)
-        if match:
-            raise ValueError(
-                f"Method cannot contain non-token characters {method!r} (found at least {match.group()!r})"
-            )
-
-        return super().putrequest(
-            method, url, skip_host=skip_host, skip_accept_encoding=skip_accept_encoding
-        )
-
-    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
-        """"""
-        if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
-            super().putheader(header, *values)
-        elif to_str(header.lower()) not in SKIPPABLE_HEADERS:
-            skippable_headers = "', '".join(
-                [str.title(header) for header in sorted(SKIPPABLE_HEADERS)]
-            )
-            raise ValueError(
-                f"urllib3.util.SKIP_HEADER only supports '{skippable_headers}'"
-            )
-
-    # `request` method's signature intentionally violates LSP.
-    # urllib3's API is different from `http.client.HTTPConnection` and the subclassing is only incidental.
-    def request(  # type: ignore[override]
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        *,
-        chunked: bool = False,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> None:
-        # Update the inner socket's timeout value to send the request.
-        # This only triggers if the connection is re-used.
-        if self.sock is not None:
-            self.sock.settimeout(self.timeout)
-
-        # Store these values to be fed into the HTTPResponse
-        # object later. TODO: Remove this in favor of a real
-        # HTTP lifecycle mechanism.
-
-        # We have to store these before we call .request()
-        # because sometimes we can still salvage a response
-        # off the wire even if we aren't able to completely
-        # send the request body.
-        self._response_options = _ResponseOptions(
-            request_method=method,
-            request_url=url,
-            preload_content=preload_content,
-            decode_content=decode_content,
-            enforce_content_length=enforce_content_length,
-        )
-
-        if headers is None:
-            headers = {}
-        header_keys = frozenset(to_str(k.lower()) for k in headers)
-        skip_accept_encoding = "accept-encoding" in header_keys
-        skip_host = "host" in header_keys
-        self.putrequest(
-            method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
-        )
-
-        # Transform the body into an iterable of sendall()-able chunks
-        # and detect if an explicit Content-Length is doable.
-        chunks_and_cl = body_to_chunks(body, method=method, blocksize=self.blocksize)
-        chunks = chunks_and_cl.chunks
-        content_length = chunks_and_cl.content_length
-
-        # When chunked is explicit set to 'True' we respect that.
-        if chunked:
-            if "transfer-encoding" not in header_keys:
-                self.putheader("Transfer-Encoding", "chunked")
-        else:
-            # Detect whether a framing mechanism is already in use. If so
-            # we respect that value, otherwise we pick chunked vs content-length
-            # depending on the type of 'body'.
-            if "content-length" in header_keys:
-                chunked = False
-            elif "transfer-encoding" in header_keys:
-                chunked = True
-
-            # Otherwise we go off the recommendation of 'body_to_chunks()'.
-            else:
-                chunked = False
-                if content_length is None:
-                    if chunks is not None:
-                        chunked = True
-                        self.putheader("Transfer-Encoding", "chunked")
-                else:
-                    self.putheader("Content-Length", str(content_length))
-
-        # Now that framing headers are out of the way we send all the other headers.
-        if "user-agent" not in header_keys:
-            self.putheader("User-Agent", _get_default_user_agent())
-        for header, value in headers.items():
-            self.putheader(header, value)
-        self.endheaders()
-
-        # If we're given a body we start sending that in chunks.
-        if chunks is not None:
-            for chunk in chunks:
-                # Sending empty chunks isn't allowed for TE: chunked
-                # as it indicates the end of the body.
-                if not chunk:
-                    continue
-                if isinstance(chunk, str):
-                    chunk = chunk.encode("utf-8")
-                if chunked:
-                    self.send(b"%x\r\n%b\r\n" % (len(chunk), chunk))
-                else:
-                    self.send(chunk)
-
-        # Regardless of whether we have a body or not, if we're in
-        # chunked mode we want to send an explicit empty chunk.
-        if chunked:
-            self.send(b"0\r\n\r\n")
-
-    def request_chunked(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-    ) -> None:
-        """
-        Alternative to the common request method, which sends the
-        body with chunked encoding and not as one block
-        """
-        warnings.warn(
-            "HTTPConnection.request_chunked() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead use HTTPConnection.request(..., chunked=True).",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        self.request(method, url, body=body, headers=headers, chunked=True)
-
-    def getresponse(  # type: ignore[override]
-        self,
-    ) -> HTTPResponse:
-        """
-        Get the response from the server.
-
-        If the HTTPConnection is in the correct state, returns an instance of HTTPResponse or of whatever object is returned by the response_class variable.
-
-        If a request has not been sent or if a previous response has not be handled, ResponseNotReady is raised. If the HTTP response indicates that the connection should be closed, then it will be closed before the response is returned. When the connection is closed, the underlying socket is closed.
-        """
-        # Raise the same error as http.client.HTTPConnection
-        if self._response_options is None:
-            raise ResponseNotReady()
-
-        # Reset this attribute for being used again.
-        resp_options = self._response_options
-        self._response_options = None
-
-        # Since the connection's timeout value may have been updated
-        # we need to set the timeout on the socket.
-        self.sock.settimeout(self.timeout)
-
-        # This is needed here to avoid circular import errors
-        from .response import HTTPResponse
-
-        # Get the response from http.client.HTTPConnection
-        httplib_response = super().getresponse()
-
-        try:
-            assert_header_parsing(httplib_response.msg)
-        except (HeaderParsingError, TypeError) as hpe:
-            log.warning(
-                "Failed to parse headers (url=%s): %s",
-                _url_from_connection(self, resp_options.request_url),
-                hpe,
-                exc_info=True,
-            )
-
-        headers = HTTPHeaderDict(httplib_response.msg.items())
-
-        response = HTTPResponse(
-            body=httplib_response,
-            headers=headers,
-            status=httplib_response.status,
-            version=httplib_response.version,
-            version_string=getattr(self, "_http_vsn_str", "HTTP/?"),
-            reason=httplib_response.reason,
-            preload_content=resp_options.preload_content,
-            decode_content=resp_options.decode_content,
-            original_response=httplib_response,
-            enforce_content_length=resp_options.enforce_content_length,
-            request_method=resp_options.request_method,
-            request_url=resp_options.request_url,
-        )
-        return response
-
-
-class HTTPSConnection(HTTPConnection):
-    """
-    Many of the parameters to this constructor are passed to the underlying SSL
-    socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
-    """
-
-    default_port = port_by_scheme["https"]  # type: ignore[misc]
-
-    cert_reqs: int | str | None = None
-    ca_certs: str | None = None
-    ca_cert_dir: str | None = None
-    ca_cert_data: None | str | bytes = None
-    ssl_version: int | str | None = None
-    ssl_minimum_version: int | None = None
-    ssl_maximum_version: int | None = None
-    assert_fingerprint: str | None = None
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | (connection._TYPE_SOCKET_OPTIONS) = HTTPConnection.default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-        cert_reqs: int | str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        server_hostname: str | None = None,
-        ssl_context: ssl.SSLContext | None = None,
-        ca_certs: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-        ssl_minimum_version: int | None = None,
-        ssl_maximum_version: int | None = None,
-        ssl_version: int | str | None = None,  # Deprecated
-        cert_file: str | None = None,
-        key_file: str | None = None,
-        key_password: str | None = None,
-    ) -> None:
-        super().__init__(
-            host,
-            port=port,
-            timeout=timeout,
-            source_address=source_address,
-            blocksize=blocksize,
-            socket_options=socket_options,
-            proxy=proxy,
-            proxy_config=proxy_config,
-        )
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.key_password = key_password
-        self.ssl_context = ssl_context
-        self.server_hostname = server_hostname
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-        # cert_reqs depends on ssl_context so calculate last.
-        if cert_reqs is None:
-            if self.ssl_context is not None:
-                cert_reqs = self.ssl_context.verify_mode
-            else:
-                cert_reqs = resolve_cert_reqs(None)
-        self.cert_reqs = cert_reqs
-
-    def set_cert(
-        self,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-    ) -> None:
-        """
-        This method should only be called once, before the connection is used.
-        """
-        warnings.warn(
-            "HTTPSConnection.set_cert() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead provide the parameters to the "
-            "HTTPSConnection constructor.",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-
-        # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
-        # have an SSLContext object in which case we'll use its verify_mode.
-        if cert_reqs is None:
-            if self.ssl_context is not None:
-                cert_reqs = self.ssl_context.verify_mode
-            else:
-                cert_reqs = resolve_cert_reqs(None)
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.cert_reqs = cert_reqs
-        self.key_password = key_password
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-    def connect(self) -> None:
-        sock: socket.socket | ssl.SSLSocket
-        self.sock = sock = self._new_conn()
-        server_hostname: str = self.host
-        tls_in_tls = False
-
-        # Do we need to establish a tunnel?
-        if self._tunnel_host is not None:
-            # We're tunneling to an HTTPS origin so need to do TLS-in-TLS.
-            if self._tunnel_scheme == "https":
-                # _connect_tls_proxy will verify and assign proxy_is_verified
-                self.sock = sock = self._connect_tls_proxy(self.host, sock)
-                tls_in_tls = True
-            elif self._tunnel_scheme == "http":
-                self.proxy_is_verified = False
-
-            # If we're tunneling it means we're connected to our proxy.
-            self._has_connected_to_proxy = True
-
-            self._tunnel()  # type: ignore[attr-defined]
-            # Override the host with the one we're requesting data from.
-            server_hostname = self._tunnel_host
-
-        if self.server_hostname is not None:
-            server_hostname = self.server_hostname
-
-        is_time_off = datetime.date.today() < RECENT_DATE
-        if is_time_off:
-            warnings.warn(
-                (
-                    f"System time is way off (before {RECENT_DATE}). This will probably "
-                    "lead to SSL verification errors"
-                ),
-                SystemTimeWarning,
-            )
-
-        # Remove trailing '.' from fqdn hostnames to allow certificate validation
-        server_hostname_rm_dot = server_hostname.rstrip(".")
-
-        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
-            sock=sock,
-            cert_reqs=self.cert_reqs,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            ca_cert_data=self.ca_cert_data,
-            cert_file=self.cert_file,
-            key_file=self.key_file,
-            key_password=self.key_password,
-            server_hostname=server_hostname_rm_dot,
-            ssl_context=self.ssl_context,
-            tls_in_tls=tls_in_tls,
-            assert_hostname=self.assert_hostname,
-            assert_fingerprint=self.assert_fingerprint,
-        )
-        self.sock = sock_and_verified.socket
-
-        # Forwarding proxies can never have a verified target since
-        # the proxy is the one doing the verification. Should instead
-        # use a CONNECT tunnel in order to verify the target.
-        # See: https://github.com/urllib3/urllib3/issues/3267.
-        if self.proxy_is_forwarding:
-            self.is_verified = False
-        else:
-            self.is_verified = sock_and_verified.is_verified
-
-        # If there's a proxy to be connected to we are fully connected.
-        # This is set twice (once above and here) due to forwarding proxies
-        # not using tunnelling.
-        self._has_connected_to_proxy = bool(self.proxy)
-
-        # Set `self.proxy_is_verified` unless it's already set while
-        # establishing a tunnel.
-        if self._has_connected_to_proxy and self.proxy_is_verified is None:
-            self.proxy_is_verified = sock_and_verified.is_verified
-
-    def _connect_tls_proxy(self, hostname: str, sock: socket.socket) -> ssl.SSLSocket:
-        """
-        Establish a TLS connection to the proxy using the provided SSL context.
-        """
-        # `_connect_tls_proxy` is called when self._tunnel_host is truthy.
-        proxy_config = typing.cast(ProxyConfig, self.proxy_config)
-        ssl_context = proxy_config.ssl_context
-        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
-            sock,
-            cert_reqs=self.cert_reqs,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            ca_cert_data=self.ca_cert_data,
-            server_hostname=hostname,
-            ssl_context=ssl_context,
-            assert_hostname=proxy_config.assert_hostname,
-            assert_fingerprint=proxy_config.assert_fingerprint,
-            # Features that aren't implemented for proxies yet:
-            cert_file=None,
-            key_file=None,
-            key_password=None,
-            tls_in_tls=False,
-        )
-        self.proxy_is_verified = sock_and_verified.is_verified
-        return sock_and_verified.socket  # type: ignore[return-value]
-
-
-class _WrappedAndVerifiedSocket(typing.NamedTuple):
-    """
-    Wrapped socket and whether the connection is
-    verified after the TLS handshake
-    """
-
-    socket: ssl.SSLSocket | SSLTransport
-    is_verified: bool
-
-
-def _ssl_wrap_socket_and_match_hostname(
-    sock: socket.socket,
-    *,
-    cert_reqs: None | str | int,
-    ssl_version: None | str | int,
-    ssl_minimum_version: int | None,
-    ssl_maximum_version: int | None,
-    cert_file: str | None,
-    key_file: str | None,
-    key_password: str | None,
-    ca_certs: str | None,
-    ca_cert_dir: str | None,
-    ca_cert_data: None | str | bytes,
-    assert_hostname: None | str | typing.Literal[False],
-    assert_fingerprint: str | None,
-    server_hostname: str | None,
-    ssl_context: ssl.SSLContext | None,
-    tls_in_tls: bool = False,
-) -> _WrappedAndVerifiedSocket:
-    """Logic for constructing an SSLContext from all TLS parameters, passing
-    that down into ssl_wrap_socket, and then doing certificate verification
-    either via hostname or fingerprint. This function exists to guarantee
-    that both proxies and targets have the same behavior when connecting via TLS.
-    """
-    default_ssl_context = False
-    if ssl_context is None:
-        default_ssl_context = True
-        context = create_urllib3_context(
-            ssl_version=resolve_ssl_version(ssl_version),
-            ssl_minimum_version=ssl_minimum_version,
-            ssl_maximum_version=ssl_maximum_version,
-            cert_reqs=resolve_cert_reqs(cert_reqs),
-        )
-    else:
-        context = ssl_context
-
-    context.verify_mode = resolve_cert_reqs(cert_reqs)
-
-    # In some cases, we want to verify hostnames ourselves
-    if (
-        # `ssl` can't verify fingerprints or alternate hostnames
-        assert_fingerprint
-        or assert_hostname
-        # assert_hostname can be set to False to disable hostname checking
-        or assert_hostname is False
-        # We still support OpenSSL 1.0.2, which prevents us from verifying
-        # hostnames easily: https://github.com/pyca/pyopenssl/pull/933
-        or ssl_.IS_PYOPENSSL
-        or not ssl_.HAS_NEVER_CHECK_COMMON_NAME
-    ):
-        context.check_hostname = False
-
-    # Try to load OS default certs if none are given. We need to do the hasattr() check
-    # for custom pyOpenSSL SSLContext objects because they don't support
-    # load_default_certs().
-    if (
-        not ca_certs
-        and not ca_cert_dir
-        and not ca_cert_data
-        and default_ssl_context
-        and hasattr(context, "load_default_certs")
-    ):
-        context.load_default_certs()
-
-    # Ensure that IPv6 addresses are in the proper format and don't have a
-    # scope ID. Python's SSL module fails to recognize scoped IPv6 addresses
-    # and interprets them as DNS hostnames.
-    if server_hostname is not None:
-        normalized = server_hostname.strip("[]")
-        if "%" in normalized:
-            normalized = normalized[: normalized.rfind("%")]
-        if is_ipaddress(normalized):
-            server_hostname = normalized
-
-    ssl_sock = ssl_wrap_socket(
-        sock=sock,
-        keyfile=key_file,
-        certfile=cert_file,
-        key_password=key_password,
-        ca_certs=ca_certs,
-        ca_cert_dir=ca_cert_dir,
-        ca_cert_data=ca_cert_data,
-        server_hostname=server_hostname,
-        ssl_context=context,
-        tls_in_tls=tls_in_tls,
-    )
-
-    try:
-        if assert_fingerprint:
-            _assert_fingerprint(
-                ssl_sock.getpeercert(binary_form=True), assert_fingerprint
-            )
-        elif (
-            context.verify_mode != ssl.CERT_NONE
-            and not context.check_hostname
-            and assert_hostname is not False
-        ):
-            cert: _TYPE_PEER_CERT_RET_DICT = ssl_sock.getpeercert()  # type: ignore[assignment]
-
-            # Need to signal to our match_hostname whether to use 'commonName' or not.
-            # If we're using our own constructed SSLContext we explicitly set 'False'
-            # because PyPy hard-codes 'True' from SSLContext.hostname_checks_common_name.
-            if default_ssl_context:
-                hostname_checks_common_name = False
-            else:
-                hostname_checks_common_name = (
-                    getattr(context, "hostname_checks_common_name", False) or False
-                )
-
-            _match_hostname(
-                cert,
-                assert_hostname or server_hostname,  # type: ignore[arg-type]
-                hostname_checks_common_name,
-            )
-
-        return _WrappedAndVerifiedSocket(
-            socket=ssl_sock,
-            is_verified=context.verify_mode == ssl.CERT_REQUIRED
-            or bool(assert_fingerprint),
-        )
-    except BaseException:
-        ssl_sock.close()
-        raise
-
-
-def _match_hostname(
-    cert: _TYPE_PEER_CERT_RET_DICT | None,
-    asserted_hostname: str,
-    hostname_checks_common_name: bool = False,
-) -> None:
-    # Our upstream implementation of ssl.match_hostname()
-    # only applies this normalization to IP addresses so it doesn't
-    # match DNS SANs so we do the same thing!
-    stripped_hostname = asserted_hostname.strip("[]")
-    if is_ipaddress(stripped_hostname):
-        asserted_hostname = stripped_hostname
-
-    try:
-        match_hostname(cert, asserted_hostname, hostname_checks_common_name)
-    except CertificateError as e:
-        log.warning(
-            "Certificate did not match expected hostname: %s. Certificate: %s",
-            asserted_hostname,
-            cert,
-        )
-        # Add cert to exception and reraise so client code can inspect
-        # the cert when catching the exception, if they want to
-        e._peer_cert = cert  # type: ignore[attr-defined]
-        raise
-
-
-def _wrap_proxy_error(err: Exception, proxy_scheme: str | None) -> ProxyError:
-    # Look for the phrase 'wrong version number', if found
-    # then we should warn the user that we're very sure that
-    # this proxy is HTTP-only and they have a configuration issue.
-    error_normalized = " ".join(re.split("[^a-z]", str(err).lower()))
-    is_likely_http_proxy = (
-        "wrong version number" in error_normalized
-        or "unknown protocol" in error_normalized
-        or "record layer failure" in error_normalized
-    )
-    http_proxy_warning = (
-        ". Your proxy appears to only use HTTP and not HTTPS, "
-        "try changing your proxy URL to be HTTP. See: "
-        "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
-        "#https-proxy-error-http-proxy"
-    )
-    new_err = ProxyError(
-        f"Unable to connect to proxy"
-        f"{http_proxy_warning if is_likely_http_proxy and proxy_scheme == 'https' else ''}",
-        err,
-    )
-    new_err.__cause__ = err
-    return new_err
-
-
-def _get_default_user_agent() -> str:
-    return f"python-urllib3/{__version__}"
-
-
-class DummyConnection:
-    """Used to detect a failed ConnectionCls import."""
-
-
-if not ssl:
-    HTTPSConnection = DummyConnection  # type: ignore[misc, assignment] # noqa: F811
-
-
-VerifiedHTTPSConnection = HTTPSConnection
-
-
-def _url_from_connection(
-    conn: HTTPConnection | HTTPSConnection, path: str | None = None
-) -> str:
-    """Returns the URL from a given connection. This is mainly used for testing and logging."""
-
-    scheme = "https" if isinstance(conn, HTTPSConnection) else "http"
-
-    return Url(scheme=scheme, host=conn.host, port=conn.port, path=path).url
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
deleted file mode 100644
index a2c3cf609..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
+++ /dev/null
@@ -1,1182 +0,0 @@
-from __future__ import annotations
-
-import errno
-import logging
-import queue
-import sys
-import typing
-import warnings
-import weakref
-from socket import timeout as SocketTimeout
-from types import TracebackType
-
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from ._request_methods import RequestMethods
-from .connection import (
-    BaseSSLError,
-    BrokenPipeError,
-    DummyConnection,
-    HTTPConnection,
-    HTTPException,
-    HTTPSConnection,
-    ProxyConfig,
-    _wrap_proxy_error,
-)
-from .connection import port_by_scheme as port_by_scheme
-from .exceptions import (
-    ClosedPoolError,
-    EmptyPoolError,
-    FullPoolError,
-    HostChangedError,
-    InsecureRequestWarning,
-    LocationValueError,
-    MaxRetryError,
-    NewConnectionError,
-    ProtocolError,
-    ProxyError,
-    ReadTimeoutError,
-    SSLError,
-    TimeoutError,
-)
-from .response import BaseHTTPResponse
-from .util.connection import is_connection_dropped
-from .util.proxy import connection_requires_http_tunnel
-from .util.request import _TYPE_BODY_POSITION, set_file_position
-from .util.retry import Retry
-from .util.ssl_match_hostname import CertificateError
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_DEFAULT, Timeout
-from .util.url import Url, _encode_target
-from .util.url import _normalize_host as normalize_host
-from .util.url import parse_url
-from .util.util import to_str
-
-if typing.TYPE_CHECKING:
-    import ssl
-
-    from typing_extensions import Self
-
-    from ._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-log = logging.getLogger(__name__)
-
-_TYPE_TIMEOUT = typing.Union[Timeout, float, _TYPE_DEFAULT, None]
-
-
-# Pool objects
-class ConnectionPool:
-    """
-    Base class for all connection pools, such as
-    :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
-
-    .. note::
-       ConnectionPool.urlopen() does not normalize or percent-encode target URIs
-       which is useful if your target server doesn't support percent-encoded
-       target URIs.
-    """
-
-    scheme: str | None = None
-    QueueCls = queue.LifoQueue
-
-    def __init__(self, host: str, port: int | None = None) -> None:
-        if not host:
-            raise LocationValueError("No host specified.")
-
-        self.host = _normalize_host(host, scheme=self.scheme)
-        self.port = port
-
-        # This property uses 'normalize_host()' (not '_normalize_host()')
-        # to avoid removing square braces around IPv6 addresses.
-        # This value is sent to `HTTPConnection.set_tunnel()` if called
-        # because square braces are required for HTTP CONNECT tunneling.
-        self._tunnel_host = normalize_host(host, scheme=self.scheme).lower()
-
-    def __str__(self) -> str:
-        return f"{type(self).__name__}(host={self.host!r}, port={self.port!r})"
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: TracebackType | None,
-    ) -> typing.Literal[False]:
-        self.close()
-        # Return False to re-raise any potential exceptions
-        return False
-
-    def close(self) -> None:
-        """
-        Close all pooled connections and disable the pool.
-        """
-
-
-# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
-_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
-
-
-class HTTPConnectionPool(ConnectionPool, RequestMethods):
-    """
-    Thread-safe connection pool for one host.
-
-    :param host:
-        Host used for this HTTP Connection (e.g. "localhost"), passed into
-        :class:`http.client.HTTPConnection`.
-
-    :param port:
-        Port used for this HTTP Connection (None is equivalent to 80), passed
-        into :class:`http.client.HTTPConnection`.
-
-    :param timeout:
-        Socket timeout in seconds for each individual connection. This can
-        be a float or integer, which sets the timeout for the HTTP request,
-        or an instance of :class:`urllib3.util.Timeout` which gives you more
-        fine-grained control over request timeouts. After the constructor has
-        been parsed, this is always a `urllib3.util.Timeout` object.
-
-    :param maxsize:
-        Number of connections to save that can be reused. More than 1 is useful
-        in multithreaded situations. If ``block`` is set to False, more
-        connections will be created but they will not be saved once they've
-        been used.
-
-    :param block:
-        If set to True, no more than ``maxsize`` connections will be used at
-        a time. When no free connections are available, the call will block
-        until a connection has been released. This is a useful side effect for
-        particular multithreaded situations where one does not want to use more
-        than maxsize connections per host to prevent flooding.
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-
-    :param retries:
-        Retry configuration to use by default with requests in this pool.
-
-    :param _proxy:
-        Parsed proxy URL, should not be used directly, instead, see
-        :class:`urllib3.ProxyManager`
-
-    :param _proxy_headers:
-        A dictionary with proxy headers, should not be used directly,
-        instead, see :class:`urllib3.ProxyManager`
-
-    :param \\**conn_kw:
-        Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
-        :class:`urllib3.connection.HTTPSConnection` instances.
-    """
-
-    scheme = "http"
-    ConnectionCls: (
-        type[BaseHTTPConnection] | type[BaseHTTPSConnection]
-    ) = HTTPConnection
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
-        maxsize: int = 1,
-        block: bool = False,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        _proxy: Url | None = None,
-        _proxy_headers: typing.Mapping[str, str] | None = None,
-        _proxy_config: ProxyConfig | None = None,
-        **conn_kw: typing.Any,
-    ):
-        ConnectionPool.__init__(self, host, port)
-        RequestMethods.__init__(self, headers)
-
-        if not isinstance(timeout, Timeout):
-            timeout = Timeout.from_float(timeout)
-
-        if retries is None:
-            retries = Retry.DEFAULT
-
-        self.timeout = timeout
-        self.retries = retries
-
-        self.pool: queue.LifoQueue[typing.Any] | None = self.QueueCls(maxsize)
-        self.block = block
-
-        self.proxy = _proxy
-        self.proxy_headers = _proxy_headers or {}
-        self.proxy_config = _proxy_config
-
-        # Fill the queue up so that doing get() on it will block properly
-        for _ in range(maxsize):
-            self.pool.put(None)
-
-        # These are mostly for testing and debugging purposes.
-        self.num_connections = 0
-        self.num_requests = 0
-        self.conn_kw = conn_kw
-
-        if self.proxy:
-            # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
-            # We cannot know if the user has added default socket options, so we cannot replace the
-            # list.
-            self.conn_kw.setdefault("socket_options", [])
-
-            self.conn_kw["proxy"] = self.proxy
-            self.conn_kw["proxy_config"] = self.proxy_config
-
-        # Do not pass 'self' as callback to 'finalize'.
-        # Then the 'finalize' would keep an endless living (leak) to self.
-        # By just passing a reference to the pool allows the garbage collector
-        # to free self if nobody else has a reference to it.
-        pool = self.pool
-
-        # Close all the HTTPConnections in the pool before the
-        # HTTPConnectionPool object is garbage collected.
-        weakref.finalize(self, _close_pool_connections, pool)
-
-    def _new_conn(self) -> BaseHTTPConnection:
-        """
-        Return a fresh :class:`HTTPConnection`.
-        """
-        self.num_connections += 1
-        log.debug(
-            "Starting new HTTP connection (%d): %s:%s",
-            self.num_connections,
-            self.host,
-            self.port or "80",
-        )
-
-        conn = self.ConnectionCls(
-            host=self.host,
-            port=self.port,
-            timeout=self.timeout.connect_timeout,
-            **self.conn_kw,
-        )
-        return conn
-
-    def _get_conn(self, timeout: float | None = None) -> BaseHTTPConnection:
-        """
-        Get a connection. Will return a pooled connection if one is available.
-
-        If no connections are available and :prop:`.block` is ``False``, then a
-        fresh connection is returned.
-
-        :param timeout:
-            Seconds to wait before giving up and raising
-            :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
-            :prop:`.block` is ``True``.
-        """
-        conn = None
-
-        if self.pool is None:
-            raise ClosedPoolError(self, "Pool is closed.")
-
-        try:
-            conn = self.pool.get(block=self.block, timeout=timeout)
-
-        except AttributeError:  # self.pool is None
-            raise ClosedPoolError(self, "Pool is closed.") from None  # Defensive:
-
-        except queue.Empty:
-            if self.block:
-                raise EmptyPoolError(
-                    self,
-                    "Pool is empty and a new connection can't be opened due to blocking mode.",
-                ) from None
-            pass  # Oh well, we'll create a new connection then
-
-        # If this is a persistent connection, check if it got disconnected
-        if conn and is_connection_dropped(conn):
-            log.debug("Resetting dropped connection: %s", self.host)
-            conn.close()
-
-        return conn or self._new_conn()
-
-    def _put_conn(self, conn: BaseHTTPConnection | None) -> None:
-        """
-        Put a connection back into the pool.
-
-        :param conn:
-            Connection object for the current host and port as returned by
-            :meth:`._new_conn` or :meth:`._get_conn`.
-
-        If the pool is already full, the connection is closed and discarded
-        because we exceeded maxsize. If connections are discarded frequently,
-        then maxsize should be increased.
-
-        If the pool is closed, then the connection will be closed and discarded.
-        """
-        if self.pool is not None:
-            try:
-                self.pool.put(conn, block=False)
-                return  # Everything is dandy, done.
-            except AttributeError:
-                # self.pool is None.
-                pass
-            except queue.Full:
-                # Connection never got put back into the pool, close it.
-                if conn:
-                    conn.close()
-
-                if self.block:
-                    # This should never happen if you got the conn from self._get_conn
-                    raise FullPoolError(
-                        self,
-                        "Pool reached maximum size and no more connections are allowed.",
-                    ) from None
-
-                log.warning(
-                    "Connection pool is full, discarding connection: %s. Connection pool size: %s",
-                    self.host,
-                    self.pool.qsize(),
-                )
-
-        # Connection never got put back into the pool, close it.
-        if conn:
-            conn.close()
-
-    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
-        """
-        Called right before a request is made, after the socket is created.
-        """
-
-    def _prepare_proxy(self, conn: BaseHTTPConnection) -> None:
-        # Nothing to do for HTTP connections.
-        pass
-
-    def _get_timeout(self, timeout: _TYPE_TIMEOUT) -> Timeout:
-        """Helper that always returns a :class:`urllib3.util.Timeout`"""
-        if timeout is _DEFAULT_TIMEOUT:
-            return self.timeout.clone()
-
-        if isinstance(timeout, Timeout):
-            return timeout.clone()
-        else:
-            # User passed us an int/float. This is for backwards compatibility,
-            # can be removed later
-            return Timeout.from_float(timeout)
-
-    def _raise_timeout(
-        self,
-        err: BaseSSLError | OSError | SocketTimeout,
-        url: str,
-        timeout_value: _TYPE_TIMEOUT | None,
-    ) -> None:
-        """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
-
-        if isinstance(err, SocketTimeout):
-            raise ReadTimeoutError(
-                self, url, f"Read timed out. (read timeout={timeout_value})"
-            ) from err
-
-        # See the above comment about EAGAIN in Python 3.
-        if hasattr(err, "errno") and err.errno in _blocking_errnos:
-            raise ReadTimeoutError(
-                self, url, f"Read timed out. (read timeout={timeout_value})"
-            ) from err
-
-    def _make_request(
-        self,
-        conn: BaseHTTPConnection,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | None = None,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        chunked: bool = False,
-        response_conn: BaseHTTPConnection | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> BaseHTTPResponse:
-        """
-        Perform a request on a given urllib connection object taken from our
-        pool.
-
-        :param conn:
-            a connection from one of our connection pools
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param retries:
-            Configure the number of retries to allow before raising a
-            :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-            Pass ``None`` to retry until you receive a response. Pass a
-            :class:`~urllib3.util.retry.Retry` object for fine-grained control
-            over different types of retries.
-            Pass an integer number to retry connection errors that many times,
-            but no other types of errors. Pass zero to never retry.
-
-            If ``False``, then retries are disabled and any exception is raised
-            immediately. Also, instead of raising a MaxRetryError on redirects,
-            the redirect response will be returned.
-
-        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-        :param timeout:
-            If specified, overrides the default timeout for this one
-            request. It may be a float (in seconds) or an instance of
-            :class:`urllib3.util.Timeout`.
-
-        :param chunked:
-            If True, urllib3 will send the body using chunked transfer
-            encoding. Otherwise, urllib3 will send the body using the standard
-            content-length form. Defaults to False.
-
-        :param response_conn:
-            Set this to ``None`` if you will handle releasing the connection or
-            set the connection to have the response release it.
-
-        :param preload_content:
-          If True, the response's body will be preloaded during construction.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param enforce_content_length:
-            Enforce content length checking. Body returned by server must match
-            value of Content-Length header, if present. Otherwise, raise error.
-        """
-        self.num_requests += 1
-
-        timeout_obj = self._get_timeout(timeout)
-        timeout_obj.start_connect()
-        conn.timeout = Timeout.resolve_default_timeout(timeout_obj.connect_timeout)
-
-        try:
-            # Trigger any extra validation we need to do.
-            try:
-                self._validate_conn(conn)
-            except (SocketTimeout, BaseSSLError) as e:
-                self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
-                raise
-
-        # _validate_conn() starts the connection to an HTTPS proxy
-        # so we need to wrap errors with 'ProxyError' here too.
-        except (
-            OSError,
-            NewConnectionError,
-            TimeoutError,
-            BaseSSLError,
-            CertificateError,
-            SSLError,
-        ) as e:
-            new_e: Exception = e
-            if isinstance(e, (BaseSSLError, CertificateError)):
-                new_e = SSLError(e)
-            # If the connection didn't successfully connect to it's proxy
-            # then there
-            if isinstance(
-                new_e, (OSError, NewConnectionError, TimeoutError, SSLError)
-            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
-                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
-            raise new_e
-
-        # conn.request() calls http.client.*.request, not the method in
-        # urllib3.request. It also calls makefile (recv) on the socket.
-        try:
-            conn.request(
-                method,
-                url,
-                body=body,
-                headers=headers,
-                chunked=chunked,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                enforce_content_length=enforce_content_length,
-            )
-
-        # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
-        # legitimately able to close the connection after sending a valid response.
-        # With this behaviour, the received response is still readable.
-        except BrokenPipeError:
-            pass
-        except OSError as e:
-            # MacOS/Linux
-            # EPROTOTYPE and ECONNRESET are needed on macOS
-            # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
-            # Condition changed later to emit ECONNRESET instead of only EPROTOTYPE.
-            if e.errno != errno.EPROTOTYPE and e.errno != errno.ECONNRESET:
-                raise
-
-        # Reset the timeout for the recv() on the socket
-        read_timeout = timeout_obj.read_timeout
-
-        if not conn.is_closed:
-            # In Python 3 socket.py will catch EAGAIN and return None when you
-            # try and read into the file pointer created by http.client, which
-            # instead raises a BadStatusLine exception. Instead of catching
-            # the exception and assuming all BadStatusLine exceptions are read
-            # timeouts, check for a zero timeout before making the request.
-            if read_timeout == 0:
-                raise ReadTimeoutError(
-                    self, url, f"Read timed out. (read timeout={read_timeout})"
-                )
-            conn.timeout = read_timeout
-
-        # Receive the response from the server
-        try:
-            response = conn.getresponse()
-        except (BaseSSLError, OSError) as e:
-            self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
-            raise
-
-        # Set properties that are used by the pooling layer.
-        response.retries = retries
-        response._connection = response_conn  # type: ignore[attr-defined]
-        response._pool = self  # type: ignore[attr-defined]
-
-        log.debug(
-            '%s://%s:%s "%s %s HTTP/%s" %s %s',
-            self.scheme,
-            self.host,
-            self.port,
-            method,
-            url,
-            response.version,
-            response.status,
-            response.length_remaining,
-        )
-
-        return response
-
-    def close(self) -> None:
-        """
-        Close all pooled connections and disable the pool.
-        """
-        if self.pool is None:
-            return
-        # Disable access to the pool
-        old_pool, self.pool = self.pool, None
-
-        # Close all the HTTPConnections in the pool.
-        _close_pool_connections(old_pool)
-
-    def is_same_host(self, url: str) -> bool:
-        """
-        Check if the given ``url`` is a member of the same host as this
-        connection pool.
-        """
-        if url.startswith("/"):
-            return True
-
-        # TODO: Add optional support for socket.gethostbyname checking.
-        scheme, _, host, port, *_ = parse_url(url)
-        scheme = scheme or "http"
-        if host is not None:
-            host = _normalize_host(host, scheme=scheme)
-
-        # Use explicit default port for comparison when none is given
-        if self.port and not port:
-            port = port_by_scheme.get(scheme)
-        elif not self.port and port == port_by_scheme.get(scheme):
-            port = None
-
-        return (scheme, host, port) == (self.scheme, self.host, self.port)
-
-    def urlopen(  # type: ignore[override]
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        redirect: bool = True,
-        assert_same_host: bool = True,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        pool_timeout: int | None = None,
-        release_conn: bool | None = None,
-        chunked: bool = False,
-        body_pos: _TYPE_BODY_POSITION | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        **response_kw: typing.Any,
-    ) -> BaseHTTPResponse:
-        """
-        Get a connection from the pool and perform an HTTP request. This is the
-        lowest level call for making a request, so you'll need to specify all
-        the raw details.
-
-        .. note::
-
-           More commonly, it's appropriate to use a convenience method
-           such as :meth:`request`.
-
-        .. note::
-
-           `release_conn` will only behave as expected if
-           `preload_content=False` because we want to make
-           `preload_content=False` the default behaviour someday soon without
-           breaking backwards compatibility.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param retries:
-            Configure the number of retries to allow before raising a
-            :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-            If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
-            :class:`~urllib3.util.retry.Retry` object for fine-grained control
-            over different types of retries.
-            Pass an integer number to retry connection errors that many times,
-            but no other types of errors. Pass zero to never retry.
-
-            If ``False``, then retries are disabled and any exception is raised
-            immediately. Also, instead of raising a MaxRetryError on redirects,
-            the redirect response will be returned.
-
-        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-        :param redirect:
-            If True, automatically handle redirects (status codes 301, 302,
-            303, 307, 308). Each redirect counts as a retry. Disabling retries
-            will disable redirect, too.
-
-        :param assert_same_host:
-            If ``True``, will make sure that the host of the pool requests is
-            consistent else will raise HostChangedError. When ``False``, you can
-            use the pool on an HTTP proxy and request foreign hosts.
-
-        :param timeout:
-            If specified, overrides the default timeout for this one
-            request. It may be a float (in seconds) or an instance of
-            :class:`urllib3.util.Timeout`.
-
-        :param pool_timeout:
-            If set and the pool is set to block=True, then this method will
-            block for ``pool_timeout`` seconds and raise EmptyPoolError if no
-            connection is available within the time period.
-
-        :param bool preload_content:
-            If True, the response's body will be preloaded into memory.
-
-        :param bool decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param release_conn:
-            If False, then the urlopen call will not release the connection
-            back into the pool once a response is received (but will release if
-            you read the entire contents of the response such as when
-            `preload_content=True`). This is useful if you're not preloading
-            the response's content immediately. You will need to call
-            ``r.release_conn()`` on the response ``r`` to return the connection
-            back into the pool. If None, it takes the value of ``preload_content``
-            which defaults to ``True``.
-
-        :param bool chunked:
-            If True, urllib3 will send the body using chunked transfer
-            encoding. Otherwise, urllib3 will send the body using the standard
-            content-length form. Defaults to False.
-
-        :param int body_pos:
-            Position to seek to in file-like body in the event of a retry or
-            redirect. Typically this won't need to be set because urllib3 will
-            auto-populate the value when needed.
-        """
-        parsed_url = parse_url(url)
-        destination_scheme = parsed_url.scheme
-
-        if headers is None:
-            headers = self.headers
-
-        if not isinstance(retries, Retry):
-            retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
-
-        if release_conn is None:
-            release_conn = preload_content
-
-        # Check host
-        if assert_same_host and not self.is_same_host(url):
-            raise HostChangedError(self, url, retries)
-
-        # Ensure that the URL we're connecting to is properly encoded
-        if url.startswith("/"):
-            url = to_str(_encode_target(url))
-        else:
-            url = to_str(parsed_url.url)
-
-        conn = None
-
-        # Track whether `conn` needs to be released before
-        # returning/raising/recursing. Update this variable if necessary, and
-        # leave `release_conn` constant throughout the function. That way, if
-        # the function recurses, the original value of `release_conn` will be
-        # passed down into the recursive call, and its value will be respected.
-        #
-        # See issue #651 [1] for details.
-        #
-        # [1] <https://github.com/urllib3/urllib3/issues/651>
-        release_this_conn = release_conn
-
-        http_tunnel_required = connection_requires_http_tunnel(
-            self.proxy, self.proxy_config, destination_scheme
-        )
-
-        # Merge the proxy headers. Only done when not using HTTP CONNECT. We
-        # have to copy the headers dict so we can safely change it without those
-        # changes being reflected in anyone else's copy.
-        if not http_tunnel_required:
-            headers = headers.copy()  # type: ignore[attr-defined]
-            headers.update(self.proxy_headers)  # type: ignore[union-attr]
-
-        # Must keep the exception bound to a separate variable or else Python 3
-        # complains about UnboundLocalError.
-        err = None
-
-        # Keep track of whether we cleanly exited the except block. This
-        # ensures we do proper cleanup in finally.
-        clean_exit = False
-
-        # Rewind body position, if needed. Record current position
-        # for future rewinds in the event of a redirect/retry.
-        body_pos = set_file_position(body, body_pos)
-
-        try:
-            # Request a connection from the queue.
-            timeout_obj = self._get_timeout(timeout)
-            conn = self._get_conn(timeout=pool_timeout)
-
-            conn.timeout = timeout_obj.connect_timeout  # type: ignore[assignment]
-
-            # Is this a closed/new connection that requires CONNECT tunnelling?
-            if self.proxy is not None and http_tunnel_required and conn.is_closed:
-                try:
-                    self._prepare_proxy(conn)
-                except (BaseSSLError, OSError, SocketTimeout) as e:
-                    self._raise_timeout(
-                        err=e, url=self.proxy.url, timeout_value=conn.timeout
-                    )
-                    raise
-
-            # If we're going to release the connection in ``finally:``, then
-            # the response doesn't need to know about the connection. Otherwise
-            # it will also try to release it and we'll have a double-release
-            # mess.
-            response_conn = conn if not release_conn else None
-
-            # Make the request on the HTTPConnection object
-            response = self._make_request(
-                conn,
-                method,
-                url,
-                timeout=timeout_obj,
-                body=body,
-                headers=headers,
-                chunked=chunked,
-                retries=retries,
-                response_conn=response_conn,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-            # Everything went great!
-            clean_exit = True
-
-        except EmptyPoolError:
-            # Didn't get a connection from the pool, no need to clean up
-            clean_exit = True
-            release_this_conn = False
-            raise
-
-        except (
-            TimeoutError,
-            HTTPException,
-            OSError,
-            ProtocolError,
-            BaseSSLError,
-            SSLError,
-            CertificateError,
-            ProxyError,
-        ) as e:
-            # Discard the connection for these exceptions. It will be
-            # replaced during the next _get_conn() call.
-            clean_exit = False
-            new_e: Exception = e
-            if isinstance(e, (BaseSSLError, CertificateError)):
-                new_e = SSLError(e)
-            if isinstance(
-                new_e,
-                (
-                    OSError,
-                    NewConnectionError,
-                    TimeoutError,
-                    SSLError,
-                    HTTPException,
-                ),
-            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
-                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
-            elif isinstance(new_e, (OSError, HTTPException)):
-                new_e = ProtocolError("Connection aborted.", new_e)
-
-            retries = retries.increment(
-                method, url, error=new_e, _pool=self, _stacktrace=sys.exc_info()[2]
-            )
-            retries.sleep()
-
-            # Keep track of the error for the retry warning.
-            err = e
-
-        finally:
-            if not clean_exit:
-                # We hit some kind of exception, handled or otherwise. We need
-                # to throw the connection away unless explicitly told not to.
-                # Close the connection, set the variable to None, and make sure
-                # we put the None back in the pool to avoid leaking it.
-                if conn:
-                    conn.close()
-                    conn = None
-                release_this_conn = True
-
-            if release_this_conn:
-                # Put the connection back to be reused. If the connection is
-                # expired then it will be None, which will get replaced with a
-                # fresh connection during _get_conn.
-                self._put_conn(conn)
-
-        if not conn:
-            # Try again
-            log.warning(
-                "Retrying (%r) after connection broken by '%r': %s", retries, err, url
-            )
-            return self.urlopen(
-                method,
-                url,
-                body,
-                headers,
-                retries,
-                redirect,
-                assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        # Handle redirect?
-        redirect_location = redirect and response.get_redirect_location()
-        if redirect_location:
-            if response.status == 303:
-                # Change the method according to RFC 9110, Section 15.4.4.
-                method = "GET"
-                # And lose the body not to transfer anything sensitive.
-                body = None
-                headers = HTTPHeaderDict(headers)._prepare_for_method_change()
-
-            try:
-                retries = retries.increment(method, url, response=response, _pool=self)
-            except MaxRetryError:
-                if retries.raise_on_redirect:
-                    response.drain_conn()
-                    raise
-                return response
-
-            response.drain_conn()
-            retries.sleep_for_retry(response)
-            log.debug("Redirecting %s -> %s", url, redirect_location)
-            return self.urlopen(
-                method,
-                redirect_location,
-                body,
-                headers,
-                retries=retries,
-                redirect=redirect,
-                assert_same_host=assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        # Check if we should retry the HTTP response.
-        has_retry_after = bool(response.headers.get("Retry-After"))
-        if retries.is_retry(method, response.status, has_retry_after):
-            try:
-                retries = retries.increment(method, url, response=response, _pool=self)
-            except MaxRetryError:
-                if retries.raise_on_status:
-                    response.drain_conn()
-                    raise
-                return response
-
-            response.drain_conn()
-            retries.sleep(response)
-            log.debug("Retry: %s", url)
-            return self.urlopen(
-                method,
-                url,
-                body,
-                headers,
-                retries=retries,
-                redirect=redirect,
-                assert_same_host=assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        return response
-
-
-class HTTPSConnectionPool(HTTPConnectionPool):
-    """
-    Same as :class:`.HTTPConnectionPool`, but HTTPS.
-
-    :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
-    ``assert_hostname`` and ``host`` in this order to verify connections.
-    If ``assert_hostname`` is False, no verification is done.
-
-    The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
-    ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
-    is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
-    the connection socket into an SSL socket.
-    """
-
-    scheme = "https"
-    ConnectionCls: type[BaseHTTPSConnection] = HTTPSConnection
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
-        maxsize: int = 1,
-        block: bool = False,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        _proxy: Url | None = None,
-        _proxy_headers: typing.Mapping[str, str] | None = None,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        ssl_version: int | str | None = None,
-        ssl_minimum_version: ssl.TLSVersion | None = None,
-        ssl_maximum_version: ssl.TLSVersion | None = None,
-        assert_hostname: str | typing.Literal[False] | None = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        **conn_kw: typing.Any,
-    ) -> None:
-        super().__init__(
-            host,
-            port,
-            timeout,
-            maxsize,
-            block,
-            headers,
-            retries,
-            _proxy,
-            _proxy_headers,
-            **conn_kw,
-        )
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.cert_reqs = cert_reqs
-        self.key_password = key_password
-        self.ca_certs = ca_certs
-        self.ca_cert_dir = ca_cert_dir
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-
-    def _prepare_proxy(self, conn: HTTPSConnection) -> None:  # type: ignore[override]
-        """Establishes a tunnel connection through HTTP CONNECT."""
-        if self.proxy and self.proxy.scheme == "https":
-            tunnel_scheme = "https"
-        else:
-            tunnel_scheme = "http"
-
-        conn.set_tunnel(
-            scheme=tunnel_scheme,
-            host=self._tunnel_host,
-            port=self.port,
-            headers=self.proxy_headers,
-        )
-        conn.connect()
-
-    def _new_conn(self) -> BaseHTTPSConnection:
-        """
-        Return a fresh :class:`urllib3.connection.HTTPConnection`.
-        """
-        self.num_connections += 1
-        log.debug(
-            "Starting new HTTPS connection (%d): %s:%s",
-            self.num_connections,
-            self.host,
-            self.port or "443",
-        )
-
-        if not self.ConnectionCls or self.ConnectionCls is DummyConnection:  # type: ignore[comparison-overlap]
-            raise ImportError(
-                "Can't connect to HTTPS URL because the SSL module is not available."
-            )
-
-        actual_host: str = self.host
-        actual_port = self.port
-        if self.proxy is not None and self.proxy.host is not None:
-            actual_host = self.proxy.host
-            actual_port = self.proxy.port
-
-        return self.ConnectionCls(
-            host=actual_host,
-            port=actual_port,
-            timeout=self.timeout.connect_timeout,
-            cert_file=self.cert_file,
-            key_file=self.key_file,
-            key_password=self.key_password,
-            cert_reqs=self.cert_reqs,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            assert_hostname=self.assert_hostname,
-            assert_fingerprint=self.assert_fingerprint,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            **self.conn_kw,
-        )
-
-    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
-        """
-        Called right before a request is made, after the socket is created.
-        """
-        super()._validate_conn(conn)
-
-        # Force connect early to allow us to validate the connection.
-        if conn.is_closed:
-            conn.connect()
-
-        # TODO revise this, see https://github.com/urllib3/urllib3/issues/2791
-        if not conn.is_verified and not conn.proxy_is_verified:
-            warnings.warn(
-                (
-                    f"Unverified HTTPS request is being made to host '{conn.host}'. "
-                    "Adding certificate verification is strongly advised. See: "
-                    "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
-                    "#tls-warnings"
-                ),
-                InsecureRequestWarning,
-            )
-
-
-def connection_from_url(url: str, **kw: typing.Any) -> HTTPConnectionPool:
-    """
-    Given a url, return an :class:`.ConnectionPool` instance of its host.
-
-    This is a shortcut for not having to parse out the scheme, host, and port
-    of the url before creating an :class:`.ConnectionPool` instance.
-
-    :param url:
-        Absolute URL string that must include the scheme. Port is optional.
-
-    :param \\**kw:
-        Passes additional parameters to the constructor of the appropriate
-        :class:`.ConnectionPool`. Useful for specifying things like
-        timeout, maxsize, headers, etc.
-
-    Example::
-
-        >>> conn = connection_from_url('http://google.com/')
-        >>> r = conn.request('GET', '/')
-    """
-    scheme, _, host, port, *_ = parse_url(url)
-    scheme = scheme or "http"
-    port = port or port_by_scheme.get(scheme, 80)
-    if scheme == "https":
-        return HTTPSConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
-    else:
-        return HTTPConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
-
-
-@typing.overload
-def _normalize_host(host: None, scheme: str | None) -> None:
-    ...
-
-
-@typing.overload
-def _normalize_host(host: str, scheme: str | None) -> str:
-    ...
-
-
-def _normalize_host(host: str | None, scheme: str | None) -> str | None:
-    """
-    Normalize hosts for comparisons and use with sockets.
-    """
-
-    host = normalize_host(host, scheme)
-
-    # httplib doesn't like it when we include brackets in IPv6 addresses
-    # Specifically, if we include brackets but also pass the port then
-    # httplib crazily doubles up the square brackets on the Host header.
-    # Instead, we need to make sure we never pass ``None`` as the port.
-    # However, for backward compatibility reasons we can't actually
-    # *assert* that.  See http://bugs.python.org/issue28539
-    if host and host.startswith("[") and host.endswith("]"):
-        host = host[1:-1]
-    return host
-
-
-def _url_from_pool(
-    pool: HTTPConnectionPool | HTTPSConnectionPool, path: str | None = None
-) -> str:
-    """Returns the URL from a given connection pool. This is mainly used for testing and logging."""
-    return Url(scheme=pool.scheme, host=pool.host, port=pool.port, path=path).url
-
-
-def _close_pool_connections(pool: queue.LifoQueue[typing.Any]) -> None:
-    """Drains a queue of connections and closes each one."""
-    try:
-        while True:
-            conn = pool.get(block=False)
-            if conn:
-                conn.close()
-    except queue.Empty:
-        pass  # Done.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
deleted file mode 100644
index 8a3c5bebd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
+++ /dev/null
@@ -1,16 +0,0 @@
-from __future__ import annotations
-
-import urllib3.connection
-
-from ...connectionpool import HTTPConnectionPool, HTTPSConnectionPool
-from .connection import EmscriptenHTTPConnection, EmscriptenHTTPSConnection
-
-
-def inject_into_urllib3() -> None:
-    # override connection classes to use emscripten specific classes
-    # n.b. mypy complains about the overriding of classes below
-    # if it isn't ignored
-    HTTPConnectionPool.ConnectionCls = EmscriptenHTTPConnection
-    HTTPSConnectionPool.ConnectionCls = EmscriptenHTTPSConnection
-    urllib3.connection.HTTPConnection = EmscriptenHTTPConnection  # type: ignore[misc,assignment]
-    urllib3.connection.HTTPSConnection = EmscriptenHTTPSConnection  # type: ignore[misc,assignment]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
deleted file mode 100644
index 2ceb4579e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
+++ /dev/null
@@ -1,254 +0,0 @@
-from __future__ import annotations
-
-import os
-import typing
-
-# use http.client.HTTPException for consistency with non-emscripten
-from http.client import HTTPException as HTTPException  # noqa: F401
-from http.client import ResponseNotReady
-
-from ..._base_connection import _TYPE_BODY
-from ...connection import HTTPConnection, ProxyConfig, port_by_scheme
-from ...exceptions import TimeoutError
-from ...response import BaseHTTPResponse
-from ...util.connection import _TYPE_SOCKET_OPTIONS
-from ...util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-from ...util.url import Url
-from .fetch import _RequestError, _TimeoutError, send_request, send_streaming_request
-from .request import EmscriptenRequest
-from .response import EmscriptenHttpResponseWrapper, EmscriptenResponse
-
-if typing.TYPE_CHECKING:
-    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-
-class EmscriptenHTTPConnection:
-    default_port: typing.ClassVar[int] = port_by_scheme["http"]
-    default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-    timeout: None | (float)
-
-    host: str
-    port: int
-    blocksize: int
-    source_address: tuple[str, int] | None
-    socket_options: _TYPE_SOCKET_OPTIONS | None
-
-    proxy: Url | None
-    proxy_config: ProxyConfig | None
-
-    is_verified: bool = False
-    proxy_is_verified: bool | None = None
-
-    _response: EmscriptenResponse | None
-
-    def __init__(
-        self,
-        host: str,
-        port: int = 0,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 8192,
-        socket_options: _TYPE_SOCKET_OPTIONS | None = None,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-    ) -> None:
-        self.host = host
-        self.port = port
-        self.timeout = timeout if isinstance(timeout, float) else 0.0
-        self.scheme = "http"
-        self._closed = True
-        self._response = None
-        # ignore these things because we don't
-        # have control over that stuff
-        self.proxy = None
-        self.proxy_config = None
-        self.blocksize = blocksize
-        self.source_address = None
-        self.socket_options = None
-        self.is_verified = False
-
-    def set_tunnel(
-        self,
-        host: str,
-        port: int | None = 0,
-        headers: typing.Mapping[str, str] | None = None,
-        scheme: str = "http",
-    ) -> None:
-        pass
-
-    def connect(self) -> None:
-        pass
-
-    def request(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        # We know *at least* botocore is depending on the order of the
-        # first 3 parameters so to be safe we only mark the later ones
-        # as keyword-only to ensure we have space to extend.
-        *,
-        chunked: bool = False,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> None:
-        self._closed = False
-        if url.startswith("/"):
-            # no scheme / host / port included, make a full url
-            url = f"{self.scheme}://{self.host}:{self.port}" + url
-        request = EmscriptenRequest(
-            url=url,
-            method=method,
-            timeout=self.timeout if self.timeout else 0,
-            decode_content=decode_content,
-        )
-        request.set_body(body)
-        if headers:
-            for k, v in headers.items():
-                request.set_header(k, v)
-        self._response = None
-        try:
-            if not preload_content:
-                self._response = send_streaming_request(request)
-            if self._response is None:
-                self._response = send_request(request)
-        except _TimeoutError as e:
-            raise TimeoutError(e.message) from e
-        except _RequestError as e:
-            raise HTTPException(e.message) from e
-
-    def getresponse(self) -> BaseHTTPResponse:
-        if self._response is not None:
-            return EmscriptenHttpResponseWrapper(
-                internal_response=self._response,
-                url=self._response.request.url,
-                connection=self,
-            )
-        else:
-            raise ResponseNotReady()
-
-    def close(self) -> None:
-        self._closed = True
-        self._response = None
-
-    @property
-    def is_closed(self) -> bool:
-        """Whether the connection either is brand new or has been previously closed.
-        If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
-        properties must be False.
-        """
-        return self._closed
-
-    @property
-    def is_connected(self) -> bool:
-        """Whether the connection is actively connected to any origin (proxy or target)"""
-        return True
-
-    @property
-    def has_connected_to_proxy(self) -> bool:
-        """Whether the connection has successfully connected to its proxy.
-        This returns False if no proxy is in use. Used to determine whether
-        errors are coming from the proxy layer or from tunnelling to the target origin.
-        """
-        return False
-
-
-class EmscriptenHTTPSConnection(EmscriptenHTTPConnection):
-    default_port = port_by_scheme["https"]
-    # all this is basically ignored, as browser handles https
-    cert_reqs: int | str | None = None
-    ca_certs: str | None = None
-    ca_cert_dir: str | None = None
-    ca_cert_data: None | str | bytes = None
-    cert_file: str | None
-    key_file: str | None
-    key_password: str | None
-    ssl_context: typing.Any | None
-    ssl_version: int | str | None = None
-    ssl_minimum_version: int | None = None
-    ssl_maximum_version: int | None = None
-    assert_hostname: None | str | typing.Literal[False]
-    assert_fingerprint: str | None = None
-
-    def __init__(
-        self,
-        host: str,
-        port: int = 0,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | _TYPE_SOCKET_OPTIONS = HTTPConnection.default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-        cert_reqs: int | str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        server_hostname: str | None = None,
-        ssl_context: typing.Any | None = None,
-        ca_certs: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-        ssl_minimum_version: int | None = None,
-        ssl_maximum_version: int | None = None,
-        ssl_version: int | str | None = None,  # Deprecated
-        cert_file: str | None = None,
-        key_file: str | None = None,
-        key_password: str | None = None,
-    ) -> None:
-        super().__init__(
-            host,
-            port=port,
-            timeout=timeout,
-            source_address=source_address,
-            blocksize=blocksize,
-            socket_options=socket_options,
-            proxy=proxy,
-            proxy_config=proxy_config,
-        )
-        self.scheme = "https"
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.key_password = key_password
-        self.ssl_context = ssl_context
-        self.server_hostname = server_hostname
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-        self.cert_reqs = None
-
-        # The browser will automatically verify all requests.
-        # We have no control over that setting.
-        self.is_verified = True
-
-    def set_cert(
-        self,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-    ) -> None:
-        pass
-
-
-# verify that this class implements BaseHTTP(s) connection correctly
-if typing.TYPE_CHECKING:
-    _supports_http_protocol: BaseHTTPConnection = EmscriptenHTTPConnection("", 0)
-    _supports_https_protocol: BaseHTTPSConnection = EmscriptenHTTPSConnection("", 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
deleted file mode 100644
index 243b86222..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
+++ /dev/null
@@ -1,110 +0,0 @@
-let Status = {
-  SUCCESS_HEADER: -1,
-  SUCCESS_EOF: -2,
-  ERROR_TIMEOUT: -3,
-  ERROR_EXCEPTION: -4,
-};
-
-let connections = {};
-let nextConnectionID = 1;
-const encoder = new TextEncoder();
-
-self.addEventListener("message", async function (event) {
-  if (event.data.close) {
-    let connectionID = event.data.close;
-    delete connections[connectionID];
-    return;
-  } else if (event.data.getMore) {
-    let connectionID = event.data.getMore;
-    let { curOffset, value, reader, intBuffer, byteBuffer } =
-      connections[connectionID];
-    // if we still have some in buffer, then just send it back straight away
-    if (!value || curOffset >= value.length) {
-      // read another buffer if required
-      try {
-        let readResponse = await reader.read();
-
-        if (readResponse.done) {
-          // read everything - clear connection and return
-          delete connections[connectionID];
-          Atomics.store(intBuffer, 0, Status.SUCCESS_EOF);
-          Atomics.notify(intBuffer, 0);
-          // finished reading successfully
-          // return from event handler
-          return;
-        }
-        curOffset = 0;
-        connections[connectionID].value = readResponse.value;
-        value = readResponse.value;
-      } catch (error) {
-        console.log("Request exception:", error);
-        let errorBytes = encoder.encode(error.message);
-        let written = errorBytes.length;
-        byteBuffer.set(errorBytes);
-        intBuffer[1] = written;
-        Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
-        Atomics.notify(intBuffer, 0);
-      }
-    }
-
-    // send as much buffer as we can
-    let curLen = value.length - curOffset;
-    if (curLen > byteBuffer.length) {
-      curLen = byteBuffer.length;
-    }
-    byteBuffer.set(value.subarray(curOffset, curOffset + curLen), 0);
-
-    Atomics.store(intBuffer, 0, curLen); // store current length in bytes
-    Atomics.notify(intBuffer, 0);
-    curOffset += curLen;
-    connections[connectionID].curOffset = curOffset;
-
-    return;
-  } else {
-    // start fetch
-    let connectionID = nextConnectionID;
-    nextConnectionID += 1;
-    const intBuffer = new Int32Array(event.data.buffer);
-    const byteBuffer = new Uint8Array(event.data.buffer, 8);
-    try {
-      const response = await fetch(event.data.url, event.data.fetchParams);
-      // return the headers first via textencoder
-      var headers = [];
-      for (const pair of response.headers.entries()) {
-        headers.push([pair[0], pair[1]]);
-      }
-      let headerObj = {
-        headers: headers,
-        status: response.status,
-        connectionID,
-      };
-      const headerText = JSON.stringify(headerObj);
-      let headerBytes = encoder.encode(headerText);
-      let written = headerBytes.length;
-      byteBuffer.set(headerBytes);
-      intBuffer[1] = written;
-      // make a connection
-      connections[connectionID] = {
-        reader: response.body.getReader(),
-        intBuffer: intBuffer,
-        byteBuffer: byteBuffer,
-        value: undefined,
-        curOffset: 0,
-      };
-      // set header ready
-      Atomics.store(intBuffer, 0, Status.SUCCESS_HEADER);
-      Atomics.notify(intBuffer, 0);
-      // all fetching after this goes through a new postmessage call with getMore
-      // this allows for parallel requests
-    } catch (error) {
-      console.log("Request exception:", error);
-      let errorBytes = encoder.encode(error.message);
-      let written = errorBytes.length;
-      byteBuffer.set(errorBytes);
-      intBuffer[1] = written;
-      Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
-      Atomics.notify(intBuffer, 0);
-    }
-  }
-});
-self.postMessage({ inited: true });
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
deleted file mode 100644
index 8d197ea1e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
+++ /dev/null
@@ -1,418 +0,0 @@
-"""
-Support for streaming http requests in emscripten.
-
-A few caveats -
-
-Firstly, you can't do streaming http in the main UI thread, because atomics.wait isn't allowed.
-Streaming only works if you're running pyodide in a web worker.
-
-Secondly, this uses an extra web worker and SharedArrayBuffer to do the asynchronous fetch
-operation, so it requires that you have crossOriginIsolation enabled, by serving over https
-(or from localhost) with the two headers below set:
-
-    Cross-Origin-Opener-Policy: same-origin
-    Cross-Origin-Embedder-Policy: require-corp
-
-You can tell if cross origin isolation is successfully enabled by looking at the global crossOriginIsolated variable in
-javascript console. If it isn't, streaming requests will fallback to XMLHttpRequest, i.e. getting the whole
-request into a buffer and then returning it. it shows a warning in the javascript console in this case.
-
-Finally, the webworker which does the streaming fetch is created on initial import, but will only be started once
-control is returned to javascript. Call `await wait_for_streaming_ready()` to wait for streaming fetch.
-
-NB: in this code, there are a lot of javascript objects. They are named js_*
-to make it clear what type of object they are.
-"""
-from __future__ import annotations
-
-import io
-import json
-from email.parser import Parser
-from importlib.resources import files
-from typing import TYPE_CHECKING, Any
-
-import js  # type: ignore[import-not-found]
-from pyodide.ffi import (  # type: ignore[import-not-found]
-    JsArray,
-    JsException,
-    JsProxy,
-    to_js,
-)
-
-if TYPE_CHECKING:
-    from typing_extensions import Buffer
-
-from .request import EmscriptenRequest
-from .response import EmscriptenResponse
-
-"""
-There are some headers that trigger unintended CORS preflight requests.
-See also https://github.com/koenvo/pyodide-http/issues/22
-"""
-HEADERS_TO_IGNORE = ("user-agent",)
-
-SUCCESS_HEADER = -1
-SUCCESS_EOF = -2
-ERROR_TIMEOUT = -3
-ERROR_EXCEPTION = -4
-
-_STREAMING_WORKER_CODE = (
-    files(__package__)
-    .joinpath("emscripten_fetch_worker.js")
-    .read_text(encoding="utf-8")
-)
-
-
-class _RequestError(Exception):
-    def __init__(
-        self,
-        message: str | None = None,
-        *,
-        request: EmscriptenRequest | None = None,
-        response: EmscriptenResponse | None = None,
-    ):
-        self.request = request
-        self.response = response
-        self.message = message
-        super().__init__(self.message)
-
-
-class _StreamingError(_RequestError):
-    pass
-
-
-class _TimeoutError(_RequestError):
-    pass
-
-
-def _obj_from_dict(dict_val: dict[str, Any]) -> JsProxy:
-    return to_js(dict_val, dict_converter=js.Object.fromEntries)
-
-
-class _ReadStream(io.RawIOBase):
-    def __init__(
-        self,
-        int_buffer: JsArray,
-        byte_buffer: JsArray,
-        timeout: float,
-        worker: JsProxy,
-        connection_id: int,
-        request: EmscriptenRequest,
-    ):
-        self.int_buffer = int_buffer
-        self.byte_buffer = byte_buffer
-        self.read_pos = 0
-        self.read_len = 0
-        self.connection_id = connection_id
-        self.worker = worker
-        self.timeout = int(1000 * timeout) if timeout > 0 else None
-        self.is_live = True
-        self._is_closed = False
-        self.request: EmscriptenRequest | None = request
-
-    def __del__(self) -> None:
-        self.close()
-
-    # this is compatible with _base_connection
-    def is_closed(self) -> bool:
-        return self._is_closed
-
-    # for compatibility with RawIOBase
-    @property
-    def closed(self) -> bool:
-        return self.is_closed()
-
-    def close(self) -> None:
-        if not self.is_closed():
-            self.read_len = 0
-            self.read_pos = 0
-            self.int_buffer = None
-            self.byte_buffer = None
-            self._is_closed = True
-            self.request = None
-            if self.is_live:
-                self.worker.postMessage(_obj_from_dict({"close": self.connection_id}))
-                self.is_live = False
-            super().close()
-
-    def readable(self) -> bool:
-        return True
-
-    def writable(self) -> bool:
-        return False
-
-    def seekable(self) -> bool:
-        return False
-
-    def readinto(self, byte_obj: Buffer) -> int:
-        if not self.int_buffer:
-            raise _StreamingError(
-                "No buffer for stream in _ReadStream.readinto",
-                request=self.request,
-                response=None,
-            )
-        if self.read_len == 0:
-            # wait for the worker to send something
-            js.Atomics.store(self.int_buffer, 0, ERROR_TIMEOUT)
-            self.worker.postMessage(_obj_from_dict({"getMore": self.connection_id}))
-            if (
-                js.Atomics.wait(self.int_buffer, 0, ERROR_TIMEOUT, self.timeout)
-                == "timed-out"
-            ):
-                raise _TimeoutError
-            data_len = self.int_buffer[0]
-            if data_len > 0:
-                self.read_len = data_len
-                self.read_pos = 0
-            elif data_len == ERROR_EXCEPTION:
-                string_len = self.int_buffer[1]
-                # decode the error string
-                js_decoder = js.TextDecoder.new()
-                json_str = js_decoder.decode(self.byte_buffer.slice(0, string_len))
-                raise _StreamingError(
-                    f"Exception thrown in fetch: {json_str}",
-                    request=self.request,
-                    response=None,
-                )
-            else:
-                # EOF, free the buffers and return zero
-                # and free the request
-                self.is_live = False
-                self.close()
-                return 0
-        # copy from int32array to python bytes
-        ret_length = min(self.read_len, len(memoryview(byte_obj)))
-        subarray = self.byte_buffer.subarray(
-            self.read_pos, self.read_pos + ret_length
-        ).to_py()
-        memoryview(byte_obj)[0:ret_length] = subarray
-        self.read_len -= ret_length
-        self.read_pos += ret_length
-        return ret_length
-
-
-class _StreamingFetcher:
-    def __init__(self) -> None:
-        # make web-worker and data buffer on startup
-        self.streaming_ready = False
-
-        js_data_blob = js.Blob.new(
-            [_STREAMING_WORKER_CODE], _obj_from_dict({"type": "application/javascript"})
-        )
-
-        def promise_resolver(js_resolve_fn: JsProxy, js_reject_fn: JsProxy) -> None:
-            def onMsg(e: JsProxy) -> None:
-                self.streaming_ready = True
-                js_resolve_fn(e)
-
-            def onErr(e: JsProxy) -> None:
-                js_reject_fn(e)  # Defensive: never happens in ci
-
-            self.js_worker.onmessage = onMsg
-            self.js_worker.onerror = onErr
-
-        js_data_url = js.URL.createObjectURL(js_data_blob)
-        self.js_worker = js.globalThis.Worker.new(js_data_url)
-        self.js_worker_ready_promise = js.globalThis.Promise.new(promise_resolver)
-
-    def send(self, request: EmscriptenRequest) -> EmscriptenResponse:
-        headers = {
-            k: v for k, v in request.headers.items() if k not in HEADERS_TO_IGNORE
-        }
-
-        body = request.body
-        fetch_data = {"headers": headers, "body": to_js(body), "method": request.method}
-        # start the request off in the worker
-        timeout = int(1000 * request.timeout) if request.timeout > 0 else None
-        js_shared_buffer = js.SharedArrayBuffer.new(1048576)
-        js_int_buffer = js.Int32Array.new(js_shared_buffer)
-        js_byte_buffer = js.Uint8Array.new(js_shared_buffer, 8)
-
-        js.Atomics.store(js_int_buffer, 0, ERROR_TIMEOUT)
-        js.Atomics.notify(js_int_buffer, 0)
-        js_absolute_url = js.URL.new(request.url, js.location).href
-        self.js_worker.postMessage(
-            _obj_from_dict(
-                {
-                    "buffer": js_shared_buffer,
-                    "url": js_absolute_url,
-                    "fetchParams": fetch_data,
-                }
-            )
-        )
-        # wait for the worker to send something
-        js.Atomics.wait(js_int_buffer, 0, ERROR_TIMEOUT, timeout)
-        if js_int_buffer[0] == ERROR_TIMEOUT:
-            raise _TimeoutError(
-                "Timeout connecting to streaming request",
-                request=request,
-                response=None,
-            )
-        elif js_int_buffer[0] == SUCCESS_HEADER:
-            # got response
-            # header length is in second int of intBuffer
-            string_len = js_int_buffer[1]
-            # decode the rest to a JSON string
-            js_decoder = js.TextDecoder.new()
-            # this does a copy (the slice) because decode can't work on shared array
-            # for some silly reason
-            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
-            # get it as an object
-            response_obj = json.loads(json_str)
-            return EmscriptenResponse(
-                request=request,
-                status_code=response_obj["status"],
-                headers=response_obj["headers"],
-                body=_ReadStream(
-                    js_int_buffer,
-                    js_byte_buffer,
-                    request.timeout,
-                    self.js_worker,
-                    response_obj["connectionID"],
-                    request,
-                ),
-            )
-        elif js_int_buffer[0] == ERROR_EXCEPTION:
-            string_len = js_int_buffer[1]
-            # decode the error string
-            js_decoder = js.TextDecoder.new()
-            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
-            raise _StreamingError(
-                f"Exception thrown in fetch: {json_str}", request=request, response=None
-            )
-        else:
-            raise _StreamingError(
-                f"Unknown status from worker in fetch: {js_int_buffer[0]}",
-                request=request,
-                response=None,
-            )
-
-
-# check if we are in a worker or not
-def is_in_browser_main_thread() -> bool:
-    return hasattr(js, "window") and hasattr(js, "self") and js.self == js.window
-
-
-def is_cross_origin_isolated() -> bool:
-    return hasattr(js, "crossOriginIsolated") and js.crossOriginIsolated
-
-
-def is_in_node() -> bool:
-    return (
-        hasattr(js, "process")
-        and hasattr(js.process, "release")
-        and hasattr(js.process.release, "name")
-        and js.process.release.name == "node"
-    )
-
-
-def is_worker_available() -> bool:
-    return hasattr(js, "Worker") and hasattr(js, "Blob")
-
-
-_fetcher: _StreamingFetcher | None = None
-
-if is_worker_available() and (
-    (is_cross_origin_isolated() and not is_in_browser_main_thread())
-    and (not is_in_node())
-):
-    _fetcher = _StreamingFetcher()
-else:
-    _fetcher = None
-
-
-def send_streaming_request(request: EmscriptenRequest) -> EmscriptenResponse | None:
-    if _fetcher and streaming_ready():
-        return _fetcher.send(request)
-    else:
-        _show_streaming_warning()
-        return None
-
-
-_SHOWN_TIMEOUT_WARNING = False
-
-
-def _show_timeout_warning() -> None:
-    global _SHOWN_TIMEOUT_WARNING
-    if not _SHOWN_TIMEOUT_WARNING:
-        _SHOWN_TIMEOUT_WARNING = True
-        message = "Warning: Timeout is not available on main browser thread"
-        js.console.warn(message)
-
-
-_SHOWN_STREAMING_WARNING = False
-
-
-def _show_streaming_warning() -> None:
-    global _SHOWN_STREAMING_WARNING
-    if not _SHOWN_STREAMING_WARNING:
-        _SHOWN_STREAMING_WARNING = True
-        message = "Can't stream HTTP requests because: \n"
-        if not is_cross_origin_isolated():
-            message += "  Page is not cross-origin isolated\n"
-        if is_in_browser_main_thread():
-            message += "  Python is running in main browser thread\n"
-        if not is_worker_available():
-            message += " Worker or Blob classes are not available in this environment."  # Defensive: this is always False in browsers that we test in
-        if streaming_ready() is False:
-            message += """ Streaming fetch worker isn't ready. If you want to be sure that streaming fetch
-is working, you need to call: 'await urllib3.contrib.emscripten.fetch.wait_for_streaming_ready()`"""
-        from js import console
-
-        console.warn(message)
-
-
-def send_request(request: EmscriptenRequest) -> EmscriptenResponse:
-    try:
-        js_xhr = js.XMLHttpRequest.new()
-
-        if not is_in_browser_main_thread():
-            js_xhr.responseType = "arraybuffer"
-            if request.timeout:
-                js_xhr.timeout = int(request.timeout * 1000)
-        else:
-            js_xhr.overrideMimeType("text/plain; charset=ISO-8859-15")
-            if request.timeout:
-                # timeout isn't available on the main thread - show a warning in console
-                # if it is set
-                _show_timeout_warning()
-
-        js_xhr.open(request.method, request.url, False)
-        for name, value in request.headers.items():
-            if name.lower() not in HEADERS_TO_IGNORE:
-                js_xhr.setRequestHeader(name, value)
-
-        js_xhr.send(to_js(request.body))
-
-        headers = dict(Parser().parsestr(js_xhr.getAllResponseHeaders()))
-
-        if not is_in_browser_main_thread():
-            body = js_xhr.response.to_py().tobytes()
-        else:
-            body = js_xhr.response.encode("ISO-8859-15")
-        return EmscriptenResponse(
-            status_code=js_xhr.status, headers=headers, body=body, request=request
-        )
-    except JsException as err:
-        if err.name == "TimeoutError":
-            raise _TimeoutError(err.message, request=request)
-        elif err.name == "NetworkError":
-            raise _RequestError(err.message, request=request)
-        else:
-            # general http error
-            raise _RequestError(err.message, request=request)
-
-
-def streaming_ready() -> bool | None:
-    if _fetcher:
-        return _fetcher.streaming_ready
-    else:
-        return None  # no fetcher, return None to signify that
-
-
-async def wait_for_streaming_ready() -> bool:
-    if _fetcher:
-        await _fetcher.js_worker_ready_promise
-        return True
-    else:
-        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
deleted file mode 100644
index e692e692b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
+++ /dev/null
@@ -1,22 +0,0 @@
-from __future__ import annotations
-
-from dataclasses import dataclass, field
-
-from ..._base_connection import _TYPE_BODY
-
-
-@dataclass
-class EmscriptenRequest:
-    method: str
-    url: str
-    params: dict[str, str] | None = None
-    body: _TYPE_BODY | None = None
-    headers: dict[str, str] = field(default_factory=dict)
-    timeout: float = 0
-    decode_content: bool = True
-
-    def set_header(self, name: str, value: str) -> None:
-        self.headers[name.capitalize()] = value
-
-    def set_body(self, body: _TYPE_BODY | None) -> None:
-        self.body = body
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
deleted file mode 100644
index cd3d80e43..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
+++ /dev/null
@@ -1,285 +0,0 @@
-from __future__ import annotations
-
-import json as _json
-import logging
-import typing
-from contextlib import contextmanager
-from dataclasses import dataclass
-from http.client import HTTPException as HTTPException
-from io import BytesIO, IOBase
-
-from ...exceptions import InvalidHeader, TimeoutError
-from ...response import BaseHTTPResponse
-from ...util.retry import Retry
-from .request import EmscriptenRequest
-
-if typing.TYPE_CHECKING:
-    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-log = logging.getLogger(__name__)
-
-
-@dataclass
-class EmscriptenResponse:
-    status_code: int
-    headers: dict[str, str]
-    body: IOBase | bytes
-    request: EmscriptenRequest
-
-
-class EmscriptenHttpResponseWrapper(BaseHTTPResponse):
-    def __init__(
-        self,
-        internal_response: EmscriptenResponse,
-        url: str | None = None,
-        connection: BaseHTTPConnection | BaseHTTPSConnection | None = None,
-    ):
-        self._pool = None  # set by pool class
-        self._body = None
-        self._response = internal_response
-        self._url = url
-        self._connection = connection
-        self._closed = False
-        super().__init__(
-            headers=internal_response.headers,
-            status=internal_response.status_code,
-            request_url=url,
-            version=0,
-            version_string="HTTP/?",
-            reason="",
-            decode_content=True,
-        )
-        self.length_remaining = self._init_length(self._response.request.method)
-        self.length_is_certain = False
-
-    @property
-    def url(self) -> str | None:
-        return self._url
-
-    @url.setter
-    def url(self, url: str | None) -> None:
-        self._url = url
-
-    @property
-    def connection(self) -> BaseHTTPConnection | BaseHTTPSConnection | None:
-        return self._connection
-
-    @property
-    def retries(self) -> Retry | None:
-        return self._retries
-
-    @retries.setter
-    def retries(self, retries: Retry | None) -> None:
-        # Override the request_url if retries has a redirect location.
-        self._retries = retries
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        A generator wrapper for the read() method. A call will block until
-        ``amt`` bytes have been read from the connection or until the
-        connection is closed.
-
-        :param amt:
-            How much of the content to read. The generator will return up to
-            much data per iteration, but may return less. This is particularly
-            likely when using compressed data. However, the empty string will
-            never be returned.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        while True:
-            data = self.read(amt=amt, decode_content=decode_content)
-
-            if data:
-                yield data
-            else:
-                break
-
-    def _init_length(self, request_method: str | None) -> int | None:
-        length: int | None
-        content_length: str | None = self.headers.get("content-length")
-
-        if content_length is not None:
-            try:
-                # RFC 7230 section 3.3.2 specifies multiple content lengths can
-                # be sent in a single Content-Length header
-                # (e.g. Content-Length: 42, 42). This line ensures the values
-                # are all valid ints and that as long as the `set` length is 1,
-                # all values are the same. Otherwise, the header is invalid.
-                lengths = {int(val) for val in content_length.split(",")}
-                if len(lengths) > 1:
-                    raise InvalidHeader(
-                        "Content-Length contained multiple "
-                        "unmatching values (%s)" % content_length
-                    )
-                length = lengths.pop()
-            except ValueError:
-                length = None
-            else:
-                if length < 0:
-                    length = None
-
-        else:  # if content_length is None
-            length = None
-
-        # Check for responses that shouldn't include a body
-        if (
-            self.status in (204, 304)
-            or 100 <= self.status < 200
-            or request_method == "HEAD"
-        ):
-            length = 0
-
-        return length
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,  # ignored because browser decodes always
-        cache_content: bool = False,
-    ) -> bytes:
-        if (
-            self._closed
-            or self._response is None
-            or (isinstance(self._response.body, IOBase) and self._response.body.closed)
-        ):
-            return b""
-
-        with self._error_catcher():
-            # body has been preloaded as a string by XmlHttpRequest
-            if not isinstance(self._response.body, IOBase):
-                self.length_remaining = len(self._response.body)
-                self.length_is_certain = True
-                # wrap body in IOStream
-                self._response.body = BytesIO(self._response.body)
-            if amt is not None and amt >= 0:
-                # don't cache partial content
-                cache_content = False
-                data = self._response.body.read(amt)
-                if self.length_remaining is not None:
-                    self.length_remaining = max(self.length_remaining - len(data), 0)
-                if (self.length_is_certain and self.length_remaining == 0) or len(
-                    data
-                ) < amt:
-                    # definitely finished reading, close response stream
-                    self._response.body.close()
-                return typing.cast(bytes, data)
-            else:  # read all we can (and cache it)
-                data = self._response.body.read()
-                if cache_content:
-                    self._body = data
-                if self.length_remaining is not None:
-                    self.length_remaining = max(self.length_remaining - len(data), 0)
-                if len(data) == 0 or (
-                    self.length_is_certain and self.length_remaining == 0
-                ):
-                    # definitely finished reading, close response stream
-                    self._response.body.close()
-                return typing.cast(bytes, data)
-
-    def read_chunked(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> typing.Generator[bytes, None, None]:
-        # chunked is handled by browser
-        while True:
-            bytes = self.read(amt, decode_content)
-            if not bytes:
-                break
-            yield bytes
-
-    def release_conn(self) -> None:
-        if not self._pool or not self._connection:
-            return None
-
-        self._pool._put_conn(self._connection)
-        self._connection = None
-
-    def drain_conn(self) -> None:
-        self.close()
-
-    @property
-    def data(self) -> bytes:
-        if self._body:
-            return self._body
-        else:
-            return self.read(cache_content=True)
-
-    def json(self) -> typing.Any:
-        """
-        Deserializes the body of the HTTP response as a Python object.
-
-        The body of the HTTP response must be encoded using UTF-8, as per
-        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
-
-        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
-        your custom decoder instead.
-
-        If the body of the HTTP response is not decodable to UTF-8, a
-        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
-        valid JSON document, a `json.JSONDecodeError` will be raised.
-
-        Read more :ref:`here <json_content>`.
-
-        :returns: The body of the HTTP response as a Python object.
-        """
-        data = self.data.decode("utf-8")
-        return _json.loads(data)
-
-    def close(self) -> None:
-        if not self._closed:
-            if isinstance(self._response.body, IOBase):
-                self._response.body.close()
-            if self._connection:
-                self._connection.close()
-                self._connection = None
-            self._closed = True
-
-    @contextmanager
-    def _error_catcher(self) -> typing.Generator[None, None, None]:
-        """
-        Catch Emscripten specific exceptions thrown by fetch.py,
-        instead re-raising urllib3 variants, so that low-level exceptions
-        are not leaked in the high-level api.
-
-        On exit, release the connection back to the pool.
-        """
-        from .fetch import _RequestError, _TimeoutError  # avoid circular import
-
-        clean_exit = False
-
-        try:
-            yield
-            # If no exception is thrown, we should avoid cleaning up
-            # unnecessarily.
-            clean_exit = True
-        except _TimeoutError as e:
-            raise TimeoutError(str(e))
-        except _RequestError as e:
-            raise HTTPException(str(e))
-        finally:
-            # If we didn't terminate cleanly, we need to throw away our
-            # connection.
-            if not clean_exit:
-                # The response may not be closed but we're not going to use it
-                # anymore so close it now
-                if (
-                    isinstance(self._response.body, IOBase)
-                    and not self._response.body.closed
-                ):
-                    self._response.body.close()
-                # release the connection back to the pool
-                self.release_conn()
-            else:
-                # If we have read everything from the response stream,
-                # return the connection back to the pool.
-                if (
-                    isinstance(self._response.body, IOBase)
-                    and self._response.body.closed
-                ):
-                    self.release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
deleted file mode 100644
index b89a6dab8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
+++ /dev/null
@@ -1,548 +0,0 @@
-"""
-Module for using pyOpenSSL as a TLS backend. This module was relevant before
-the standard library ``ssl`` module supported SNI, but now that we've dropped
-support for Python 2.7 all relevant Python versions support SNI so
-**this module is no longer recommended**.
-
-This needs the following packages installed:
-
-* `pyOpenSSL`_ (tested with 16.0.0)
-* `cryptography`_ (minimum 1.3.4, from pyopenssl)
-* `idna`_ (minimum 2.0)
-
-However, pyOpenSSL depends on cryptography, so while we use all three directly here we
-end up having relatively few packages required.
-
-You can install them with the following command:
-
-.. code-block:: bash
-
-    $ python -m pip install pyopenssl cryptography idna
-
-To activate certificate checking, call
-:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
-before you begin making HTTP requests. This can be done in a ``sitecustomize``
-module, or at any other time before your application begins using ``urllib3``,
-like this:
-
-.. code-block:: python
-
-    try:
-        import urllib3.contrib.pyopenssl
-        urllib3.contrib.pyopenssl.inject_into_urllib3()
-    except ImportError:
-        pass
-
-.. _pyopenssl: https://www.pyopenssl.org
-.. _cryptography: https://cryptography.io
-.. _idna: https://github.com/kjd/idna
-"""
-
-from __future__ import annotations
-
-import OpenSSL.SSL  # type: ignore[import-untyped]
-from cryptography import x509
-
-try:
-    from cryptography.x509 import UnsupportedExtension  # type: ignore[attr-defined]
-except ImportError:
-    # UnsupportedExtension is gone in cryptography >= 2.1.0
-    class UnsupportedExtension(Exception):  # type: ignore[no-redef]
-        pass
-
-
-import logging
-import ssl
-import typing
-from io import BytesIO
-from socket import socket as socket_cls
-from socket import timeout
-
-from .. import util
-
-if typing.TYPE_CHECKING:
-    from OpenSSL.crypto import X509  # type: ignore[import-untyped]
-
-
-__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
-
-# Map from urllib3 to PyOpenSSL compatible parameter-values.
-_openssl_versions: dict[int, int] = {
-    util.ssl_.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
-    util.ssl_.PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
-    ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
-}
-
-if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
-    _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
-
-if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
-    _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
-
-
-_stdlib_to_openssl_verify = {
-    ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
-    ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
-    ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
-    + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
-}
-_openssl_to_stdlib_verify = {v: k for k, v in _stdlib_to_openssl_verify.items()}
-
-# The SSLvX values are the most likely to be missing in the future
-# but we check them all just to be sure.
-_OP_NO_SSLv2_OR_SSLv3: int = getattr(OpenSSL.SSL, "OP_NO_SSLv2", 0) | getattr(
-    OpenSSL.SSL, "OP_NO_SSLv3", 0
-)
-_OP_NO_TLSv1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1", 0)
-_OP_NO_TLSv1_1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_1", 0)
-_OP_NO_TLSv1_2: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_2", 0)
-_OP_NO_TLSv1_3: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_3", 0)
-
-_openssl_to_ssl_minimum_version: dict[int, int] = {
-    ssl.TLSVersion.MINIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.TLSv1: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1,
-    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1,
-    ssl.TLSVersion.TLSv1_3: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
-    ),
-    ssl.TLSVersion.MAXIMUM_SUPPORTED: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
-    ),
-}
-_openssl_to_ssl_maximum_version: dict[int, int] = {
-    ssl.TLSVersion.MINIMUM_SUPPORTED: (
-        _OP_NO_SSLv2_OR_SSLv3
-        | _OP_NO_TLSv1
-        | _OP_NO_TLSv1_1
-        | _OP_NO_TLSv1_2
-        | _OP_NO_TLSv1_3
-    ),
-    ssl.TLSVersion.TLSv1: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3
-    ),
-    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3,
-    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_3,
-    ssl.TLSVersion.TLSv1_3: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.MAXIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
-}
-
-# OpenSSL will only write 16K at a time
-SSL_WRITE_BLOCKSIZE = 16384
-
-orig_util_SSLContext = util.ssl_.SSLContext
-
-
-log = logging.getLogger(__name__)
-
-
-def inject_into_urllib3() -> None:
-    "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
-
-    _validate_dependencies_met()
-
-    util.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
-    util.ssl_.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
-    util.IS_PYOPENSSL = True
-    util.ssl_.IS_PYOPENSSL = True
-
-
-def extract_from_urllib3() -> None:
-    "Undo monkey-patching by :func:`inject_into_urllib3`."
-
-    util.SSLContext = orig_util_SSLContext
-    util.ssl_.SSLContext = orig_util_SSLContext
-    util.IS_PYOPENSSL = False
-    util.ssl_.IS_PYOPENSSL = False
-
-
-def _validate_dependencies_met() -> None:
-    """
-    Verifies that PyOpenSSL's package-level dependencies have been met.
-    Throws `ImportError` if they are not met.
-    """
-    # Method added in `cryptography==1.1`; not available in older versions
-    from cryptography.x509.extensions import Extensions
-
-    if getattr(Extensions, "get_extension_for_class", None) is None:
-        raise ImportError(
-            "'cryptography' module missing required functionality.  "
-            "Try upgrading to v1.3.4 or newer."
-        )
-
-    # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
-    # attribute is only present on those versions.
-    from OpenSSL.crypto import X509
-
-    x509 = X509()
-    if getattr(x509, "_x509", None) is None:
-        raise ImportError(
-            "'pyOpenSSL' module missing required functionality. "
-            "Try upgrading to v0.14 or newer."
-        )
-
-
-def _dnsname_to_stdlib(name: str) -> str | None:
-    """
-    Converts a dNSName SubjectAlternativeName field to the form used by the
-    standard library on the given Python version.
-
-    Cryptography produces a dNSName as a unicode string that was idna-decoded
-    from ASCII bytes. We need to idna-encode that string to get it back, and
-    then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
-    uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
-
-    If the name cannot be idna-encoded then we return None signalling that
-    the name given should be skipped.
-    """
-
-    def idna_encode(name: str) -> bytes | None:
-        """
-        Borrowed wholesale from the Python Cryptography Project. It turns out
-        that we can't just safely call `idna.encode`: it can explode for
-        wildcard names. This avoids that problem.
-        """
-        import idna
-
-        try:
-            for prefix in ["*.", "."]:
-                if name.startswith(prefix):
-                    name = name[len(prefix) :]
-                    return prefix.encode("ascii") + idna.encode(name)
-            return idna.encode(name)
-        except idna.core.IDNAError:
-            return None
-
-    # Don't send IPv6 addresses through the IDNA encoder.
-    if ":" in name:
-        return name
-
-    encoded_name = idna_encode(name)
-    if encoded_name is None:
-        return None
-    return encoded_name.decode("utf-8")
-
-
-def get_subj_alt_name(peer_cert: X509) -> list[tuple[str, str]]:
-    """
-    Given an PyOpenSSL certificate, provides all the subject alternative names.
-    """
-    cert = peer_cert.to_cryptography()
-
-    # We want to find the SAN extension. Ask Cryptography to locate it (it's
-    # faster than looping in Python)
-    try:
-        ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
-    except x509.ExtensionNotFound:
-        # No such extension, return the empty list.
-        return []
-    except (
-        x509.DuplicateExtension,
-        UnsupportedExtension,
-        x509.UnsupportedGeneralNameType,
-        UnicodeError,
-    ) as e:
-        # A problem has been found with the quality of the certificate. Assume
-        # no SAN field is present.
-        log.warning(
-            "A problem was encountered with the certificate that prevented "
-            "urllib3 from finding the SubjectAlternativeName field. This can "
-            "affect certificate validation. The error was %s",
-            e,
-        )
-        return []
-
-    # We want to return dNSName and iPAddress fields. We need to cast the IPs
-    # back to strings because the match_hostname function wants them as
-    # strings.
-    # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
-    # decoded. This is pretty frustrating, but that's what the standard library
-    # does with certificates, and so we need to attempt to do the same.
-    # We also want to skip over names which cannot be idna encoded.
-    names = [
-        ("DNS", name)
-        for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
-        if name is not None
-    ]
-    names.extend(
-        ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
-    )
-
-    return names
-
-
-class WrappedSocket:
-    """API-compatibility wrapper for Python OpenSSL's Connection-class."""
-
-    def __init__(
-        self,
-        connection: OpenSSL.SSL.Connection,
-        socket: socket_cls,
-        suppress_ragged_eofs: bool = True,
-    ) -> None:
-        self.connection = connection
-        self.socket = socket
-        self.suppress_ragged_eofs = suppress_ragged_eofs
-        self._io_refs = 0
-        self._closed = False
-
-    def fileno(self) -> int:
-        return self.socket.fileno()
-
-    # Copy-pasted from Python 3.5 source code
-    def _decref_socketios(self) -> None:
-        if self._io_refs > 0:
-            self._io_refs -= 1
-        if self._closed:
-            self.close()
-
-    def recv(self, *args: typing.Any, **kwargs: typing.Any) -> bytes:
-        try:
-            data = self.connection.recv(*args, **kwargs)
-        except OpenSSL.SSL.SysCallError as e:
-            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
-                return b""
-            else:
-                raise OSError(e.args[0], str(e)) from e
-        except OpenSSL.SSL.ZeroReturnError:
-            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
-                return b""
-            else:
-                raise
-        except OpenSSL.SSL.WantReadError as e:
-            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
-                raise timeout("The read operation timed out") from e
-            else:
-                return self.recv(*args, **kwargs)
-
-        # TLS 1.3 post-handshake authentication
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"read error: {e!r}") from e
-        else:
-            return data  # type: ignore[no-any-return]
-
-    def recv_into(self, *args: typing.Any, **kwargs: typing.Any) -> int:
-        try:
-            return self.connection.recv_into(*args, **kwargs)  # type: ignore[no-any-return]
-        except OpenSSL.SSL.SysCallError as e:
-            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
-                return 0
-            else:
-                raise OSError(e.args[0], str(e)) from e
-        except OpenSSL.SSL.ZeroReturnError:
-            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
-                return 0
-            else:
-                raise
-        except OpenSSL.SSL.WantReadError as e:
-            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
-                raise timeout("The read operation timed out") from e
-            else:
-                return self.recv_into(*args, **kwargs)
-
-        # TLS 1.3 post-handshake authentication
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"read error: {e!r}") from e
-
-    def settimeout(self, timeout: float) -> None:
-        return self.socket.settimeout(timeout)
-
-    def _send_until_done(self, data: bytes) -> int:
-        while True:
-            try:
-                return self.connection.send(data)  # type: ignore[no-any-return]
-            except OpenSSL.SSL.WantWriteError as e:
-                if not util.wait_for_write(self.socket, self.socket.gettimeout()):
-                    raise timeout() from e
-                continue
-            except OpenSSL.SSL.SysCallError as e:
-                raise OSError(e.args[0], str(e)) from e
-
-    def sendall(self, data: bytes) -> None:
-        total_sent = 0
-        while total_sent < len(data):
-            sent = self._send_until_done(
-                data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
-            )
-            total_sent += sent
-
-    def shutdown(self) -> None:
-        # FIXME rethrow compatible exceptions should we ever use this
-        self.connection.shutdown()
-
-    def close(self) -> None:
-        self._closed = True
-        if self._io_refs <= 0:
-            self._real_close()
-
-    def _real_close(self) -> None:
-        try:
-            return self.connection.close()  # type: ignore[no-any-return]
-        except OpenSSL.SSL.Error:
-            return
-
-    def getpeercert(
-        self, binary_form: bool = False
-    ) -> dict[str, list[typing.Any]] | None:
-        x509 = self.connection.get_peer_certificate()
-
-        if not x509:
-            return x509  # type: ignore[no-any-return]
-
-        if binary_form:
-            return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)  # type: ignore[no-any-return]
-
-        return {
-            "subject": ((("commonName", x509.get_subject().CN),),),  # type: ignore[dict-item]
-            "subjectAltName": get_subj_alt_name(x509),
-        }
-
-    def version(self) -> str:
-        return self.connection.get_protocol_version_name()  # type: ignore[no-any-return]
-
-
-WrappedSocket.makefile = socket_cls.makefile  # type: ignore[attr-defined]
-
-
-class PyOpenSSLContext:
-    """
-    I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
-    for translating the interface of the standard library ``SSLContext`` object
-    to calls into PyOpenSSL.
-    """
-
-    def __init__(self, protocol: int) -> None:
-        self.protocol = _openssl_versions[protocol]
-        self._ctx = OpenSSL.SSL.Context(self.protocol)
-        self._options = 0
-        self.check_hostname = False
-        self._minimum_version: int = ssl.TLSVersion.MINIMUM_SUPPORTED
-        self._maximum_version: int = ssl.TLSVersion.MAXIMUM_SUPPORTED
-
-    @property
-    def options(self) -> int:
-        return self._options
-
-    @options.setter
-    def options(self, value: int) -> None:
-        self._options = value
-        self._set_ctx_options()
-
-    @property
-    def verify_mode(self) -> int:
-        return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
-
-    @verify_mode.setter
-    def verify_mode(self, value: ssl.VerifyMode) -> None:
-        self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
-
-    def set_default_verify_paths(self) -> None:
-        self._ctx.set_default_verify_paths()
-
-    def set_ciphers(self, ciphers: bytes | str) -> None:
-        if isinstance(ciphers, str):
-            ciphers = ciphers.encode("utf-8")
-        self._ctx.set_cipher_list(ciphers)
-
-    def load_verify_locations(
-        self,
-        cafile: str | None = None,
-        capath: str | None = None,
-        cadata: bytes | None = None,
-    ) -> None:
-        if cafile is not None:
-            cafile = cafile.encode("utf-8")  # type: ignore[assignment]
-        if capath is not None:
-            capath = capath.encode("utf-8")  # type: ignore[assignment]
-        try:
-            self._ctx.load_verify_locations(cafile, capath)
-            if cadata is not None:
-                self._ctx.load_verify_locations(BytesIO(cadata))
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"unable to load trusted certificates: {e!r}") from e
-
-    def load_cert_chain(
-        self,
-        certfile: str,
-        keyfile: str | None = None,
-        password: str | None = None,
-    ) -> None:
-        try:
-            self._ctx.use_certificate_chain_file(certfile)
-            if password is not None:
-                if not isinstance(password, bytes):
-                    password = password.encode("utf-8")  # type: ignore[assignment]
-                self._ctx.set_passwd_cb(lambda *_: password)
-            self._ctx.use_privatekey_file(keyfile or certfile)
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"Unable to load certificate chain: {e!r}") from e
-
-    def set_alpn_protocols(self, protocols: list[bytes | str]) -> None:
-        protocols = [util.util.to_bytes(p, "ascii") for p in protocols]
-        return self._ctx.set_alpn_protos(protocols)  # type: ignore[no-any-return]
-
-    def wrap_socket(
-        self,
-        sock: socket_cls,
-        server_side: bool = False,
-        do_handshake_on_connect: bool = True,
-        suppress_ragged_eofs: bool = True,
-        server_hostname: bytes | str | None = None,
-    ) -> WrappedSocket:
-        cnx = OpenSSL.SSL.Connection(self._ctx, sock)
-
-        # If server_hostname is an IP, don't use it for SNI, per RFC6066 Section 3
-        if server_hostname and not util.ssl_.is_ipaddress(server_hostname):
-            if isinstance(server_hostname, str):
-                server_hostname = server_hostname.encode("utf-8")
-            cnx.set_tlsext_host_name(server_hostname)
-
-        cnx.set_connect_state()
-
-        while True:
-            try:
-                cnx.do_handshake()
-            except OpenSSL.SSL.WantReadError as e:
-                if not util.wait_for_read(sock, sock.gettimeout()):
-                    raise timeout("select timed out") from e
-                continue
-            except OpenSSL.SSL.Error as e:
-                raise ssl.SSLError(f"bad handshake: {e!r}") from e
-            break
-
-        return WrappedSocket(cnx, sock)
-
-    def _set_ctx_options(self) -> None:
-        self._ctx.set_options(
-            self._options
-            | _openssl_to_ssl_minimum_version[self._minimum_version]
-            | _openssl_to_ssl_maximum_version[self._maximum_version]
-        )
-
-    @property
-    def minimum_version(self) -> int:
-        return self._minimum_version
-
-    @minimum_version.setter
-    def minimum_version(self, minimum_version: int) -> None:
-        self._minimum_version = minimum_version
-        self._set_ctx_options()
-
-    @property
-    def maximum_version(self) -> int:
-        return self._maximum_version
-
-    @maximum_version.setter
-    def maximum_version(self, maximum_version: int) -> None:
-        self._maximum_version = maximum_version
-        self._set_ctx_options()
-
-
-def _verify_callback(
-    cnx: OpenSSL.SSL.Connection,
-    x509: X509,
-    err_no: int,
-    err_depth: int,
-    return_code: int,
-) -> bool:
-    return err_no == 0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
deleted file mode 100644
index c62b5e033..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
+++ /dev/null
@@ -1,228 +0,0 @@
-"""
-This module contains provisional support for SOCKS proxies from within
-urllib3. This module supports SOCKS4, SOCKS4A (an extension of SOCKS4), and
-SOCKS5. To enable its functionality, either install PySocks or install this
-module with the ``socks`` extra.
-
-The SOCKS implementation supports the full range of urllib3 features. It also
-supports the following SOCKS features:
-
-- SOCKS4A (``proxy_url='socks4a://...``)
-- SOCKS4 (``proxy_url='socks4://...``)
-- SOCKS5 with remote DNS (``proxy_url='socks5h://...``)
-- SOCKS5 with local DNS (``proxy_url='socks5://...``)
-- Usernames and passwords for the SOCKS proxy
-
-.. note::
-   It is recommended to use ``socks5h://`` or ``socks4a://`` schemes in
-   your ``proxy_url`` to ensure that DNS resolution is done from the remote
-   server instead of client-side when connecting to a domain name.
-
-SOCKS4 supports IPv4 and domain names with the SOCKS4A extension. SOCKS5
-supports IPv4, IPv6, and domain names.
-
-When connecting to a SOCKS4 proxy the ``username`` portion of the ``proxy_url``
-will be sent as the ``userid`` section of the SOCKS request:
-
-.. code-block:: python
-
-    proxy_url="socks4a://<userid>@proxy-host"
-
-When connecting to a SOCKS5 proxy the ``username`` and ``password`` portion
-of the ``proxy_url`` will be sent as the username/password to authenticate
-with the proxy:
-
-.. code-block:: python
-
-    proxy_url="socks5h://<username>:<password>@proxy-host"
-
-"""
-
-from __future__ import annotations
-
-try:
-    import socks  # type: ignore[import-not-found]
-except ImportError:
-    import warnings
-
-    from ..exceptions import DependencyWarning
-
-    warnings.warn(
-        (
-            "SOCKS support in urllib3 requires the installation of optional "
-            "dependencies: specifically, PySocks.  For more information, see "
-            "https://urllib3.readthedocs.io/en/latest/advanced-usage.html#socks-proxies"
-        ),
-        DependencyWarning,
-    )
-    raise
-
-import typing
-from socket import timeout as SocketTimeout
-
-from ..connection import HTTPConnection, HTTPSConnection
-from ..connectionpool import HTTPConnectionPool, HTTPSConnectionPool
-from ..exceptions import ConnectTimeoutError, NewConnectionError
-from ..poolmanager import PoolManager
-from ..util.url import parse_url
-
-try:
-    import ssl
-except ImportError:
-    ssl = None  # type: ignore[assignment]
-
-
-class _TYPE_SOCKS_OPTIONS(typing.TypedDict):
-    socks_version: int
-    proxy_host: str | None
-    proxy_port: str | None
-    username: str | None
-    password: str | None
-    rdns: bool
-
-
-class SOCKSConnection(HTTPConnection):
-    """
-    A plain-text HTTP connection that connects via a SOCKS proxy.
-    """
-
-    def __init__(
-        self,
-        _socks_options: _TYPE_SOCKS_OPTIONS,
-        *args: typing.Any,
-        **kwargs: typing.Any,
-    ) -> None:
-        self._socks_options = _socks_options
-        super().__init__(*args, **kwargs)
-
-    def _new_conn(self) -> socks.socksocket:
-        """
-        Establish a new connection via the SOCKS proxy.
-        """
-        extra_kw: dict[str, typing.Any] = {}
-        if self.source_address:
-            extra_kw["source_address"] = self.source_address
-
-        if self.socket_options:
-            extra_kw["socket_options"] = self.socket_options
-
-        try:
-            conn = socks.create_connection(
-                (self.host, self.port),
-                proxy_type=self._socks_options["socks_version"],
-                proxy_addr=self._socks_options["proxy_host"],
-                proxy_port=self._socks_options["proxy_port"],
-                proxy_username=self._socks_options["username"],
-                proxy_password=self._socks_options["password"],
-                proxy_rdns=self._socks_options["rdns"],
-                timeout=self.timeout,
-                **extra_kw,
-            )
-
-        except SocketTimeout as e:
-            raise ConnectTimeoutError(
-                self,
-                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-            ) from e
-
-        except socks.ProxyError as e:
-            # This is fragile as hell, but it seems to be the only way to raise
-            # useful errors here.
-            if e.socket_err:
-                error = e.socket_err
-                if isinstance(error, SocketTimeout):
-                    raise ConnectTimeoutError(
-                        self,
-                        f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-                    ) from e
-                else:
-                    # Adding `from e` messes with coverage somehow, so it's omitted.
-                    # See #2386.
-                    raise NewConnectionError(
-                        self, f"Failed to establish a new connection: {error}"
-                    )
-            else:
-                raise NewConnectionError(
-                    self, f"Failed to establish a new connection: {e}"
-                ) from e
-
-        except OSError as e:  # Defensive: PySocks should catch all these.
-            raise NewConnectionError(
-                self, f"Failed to establish a new connection: {e}"
-            ) from e
-
-        return conn
-
-
-# We don't need to duplicate the Verified/Unverified distinction from
-# urllib3/connection.py here because the HTTPSConnection will already have been
-# correctly set to either the Verified or Unverified form by that module. This
-# means the SOCKSHTTPSConnection will automatically be the correct type.
-class SOCKSHTTPSConnection(SOCKSConnection, HTTPSConnection):
-    pass
-
-
-class SOCKSHTTPConnectionPool(HTTPConnectionPool):
-    ConnectionCls = SOCKSConnection
-
-
-class SOCKSHTTPSConnectionPool(HTTPSConnectionPool):
-    ConnectionCls = SOCKSHTTPSConnection
-
-
-class SOCKSProxyManager(PoolManager):
-    """
-    A version of the urllib3 ProxyManager that routes connections via the
-    defined SOCKS proxy.
-    """
-
-    pool_classes_by_scheme = {
-        "http": SOCKSHTTPConnectionPool,
-        "https": SOCKSHTTPSConnectionPool,
-    }
-
-    def __init__(
-        self,
-        proxy_url: str,
-        username: str | None = None,
-        password: str | None = None,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        **connection_pool_kw: typing.Any,
-    ):
-        parsed = parse_url(proxy_url)
-
-        if username is None and password is None and parsed.auth is not None:
-            split = parsed.auth.split(":")
-            if len(split) == 2:
-                username, password = split
-        if parsed.scheme == "socks5":
-            socks_version = socks.PROXY_TYPE_SOCKS5
-            rdns = False
-        elif parsed.scheme == "socks5h":
-            socks_version = socks.PROXY_TYPE_SOCKS5
-            rdns = True
-        elif parsed.scheme == "socks4":
-            socks_version = socks.PROXY_TYPE_SOCKS4
-            rdns = False
-        elif parsed.scheme == "socks4a":
-            socks_version = socks.PROXY_TYPE_SOCKS4
-            rdns = True
-        else:
-            raise ValueError(f"Unable to determine SOCKS version from {proxy_url}")
-
-        self.proxy_url = proxy_url
-
-        socks_options = {
-            "socks_version": socks_version,
-            "proxy_host": parsed.host,
-            "proxy_port": parsed.port,
-            "username": username,
-            "password": password,
-            "rdns": rdns,
-        }
-        connection_pool_kw["_socks_options"] = socks_options
-
-        super().__init__(num_pools, headers, **connection_pool_kw)
-
-        self.pool_classes_by_scheme = SOCKSProxyManager.pool_classes_by_scheme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
deleted file mode 100644
index b0792f00f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
+++ /dev/null
@@ -1,321 +0,0 @@
-from __future__ import annotations
-
-import socket
-import typing
-import warnings
-from email.errors import MessageDefect
-from http.client import IncompleteRead as httplib_IncompleteRead
-
-if typing.TYPE_CHECKING:
-    from .connection import HTTPConnection
-    from .connectionpool import ConnectionPool
-    from .response import HTTPResponse
-    from .util.retry import Retry
-
-# Base Exceptions
-
-
-class HTTPError(Exception):
-    """Base exception used by this module."""
-
-
-class HTTPWarning(Warning):
-    """Base warning used by this module."""
-
-
-_TYPE_REDUCE_RESULT = typing.Tuple[
-    typing.Callable[..., object], typing.Tuple[object, ...]
-]
-
-
-class PoolError(HTTPError):
-    """Base exception for errors caused within a pool."""
-
-    def __init__(self, pool: ConnectionPool, message: str) -> None:
-        self.pool = pool
-        super().__init__(f"{pool}: {message}")
-
-    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
-        # For pickling purposes.
-        return self.__class__, (None, None)
-
-
-class RequestError(PoolError):
-    """Base exception for PoolErrors that have associated URLs."""
-
-    def __init__(self, pool: ConnectionPool, url: str, message: str) -> None:
-        self.url = url
-        super().__init__(pool, message)
-
-    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
-        # For pickling purposes.
-        return self.__class__, (None, self.url, None)
-
-
-class SSLError(HTTPError):
-    """Raised when SSL certificate fails in an HTTPS connection."""
-
-
-class ProxyError(HTTPError):
-    """Raised when the connection to a proxy fails."""
-
-    # The original error is also available as __cause__.
-    original_error: Exception
-
-    def __init__(self, message: str, error: Exception) -> None:
-        super().__init__(message, error)
-        self.original_error = error
-
-
-class DecodeError(HTTPError):
-    """Raised when automatic decoding based on Content-Type fails."""
-
-
-class ProtocolError(HTTPError):
-    """Raised when something unexpected happens mid-request/response."""
-
-
-#: Renamed to ProtocolError but aliased for backwards compatibility.
-ConnectionError = ProtocolError
-
-
-# Leaf Exceptions
-
-
-class MaxRetryError(RequestError):
-    """Raised when the maximum number of retries is exceeded.
-
-    :param pool: The connection pool
-    :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool`
-    :param str url: The requested Url
-    :param reason: The underlying error
-    :type reason: :class:`Exception`
-
-    """
-
-    def __init__(
-        self, pool: ConnectionPool, url: str, reason: Exception | None = None
-    ) -> None:
-        self.reason = reason
-
-        message = f"Max retries exceeded with url: {url} (Caused by {reason!r})"
-
-        super().__init__(pool, url, message)
-
-
-class HostChangedError(RequestError):
-    """Raised when an existing pool gets a request for a foreign host."""
-
-    def __init__(
-        self, pool: ConnectionPool, url: str, retries: Retry | int = 3
-    ) -> None:
-        message = f"Tried to open a foreign host with url: {url}"
-        super().__init__(pool, url, message)
-        self.retries = retries
-
-
-class TimeoutStateError(HTTPError):
-    """Raised when passing an invalid state to a timeout"""
-
-
-class TimeoutError(HTTPError):
-    """Raised when a socket timeout error occurs.
-
-    Catching this error will catch both :exc:`ReadTimeoutErrors
-    <ReadTimeoutError>` and :exc:`ConnectTimeoutErrors <ConnectTimeoutError>`.
-    """
-
-
-class ReadTimeoutError(TimeoutError, RequestError):
-    """Raised when a socket timeout occurs while receiving data from a server"""
-
-
-# This timeout error does not have a URL attached and needs to inherit from the
-# base HTTPError
-class ConnectTimeoutError(TimeoutError):
-    """Raised when a socket timeout occurs while connecting to a server"""
-
-
-class NewConnectionError(ConnectTimeoutError, HTTPError):
-    """Raised when we fail to establish a new connection. Usually ECONNREFUSED."""
-
-    def __init__(self, conn: HTTPConnection, message: str) -> None:
-        self.conn = conn
-        super().__init__(f"{conn}: {message}")
-
-    @property
-    def pool(self) -> HTTPConnection:
-        warnings.warn(
-            "The 'pool' property is deprecated and will be removed "
-            "in urllib3 v2.1.0. Use 'conn' instead.",
-            DeprecationWarning,
-            stacklevel=2,
-        )
-
-        return self.conn
-
-
-class NameResolutionError(NewConnectionError):
-    """Raised when host name resolution fails."""
-
-    def __init__(self, host: str, conn: HTTPConnection, reason: socket.gaierror):
-        message = f"Failed to resolve '{host}' ({reason})"
-        super().__init__(conn, message)
-
-
-class EmptyPoolError(PoolError):
-    """Raised when a pool runs out of connections and no more are allowed."""
-
-
-class FullPoolError(PoolError):
-    """Raised when we try to add a connection to a full pool in blocking mode."""
-
-
-class ClosedPoolError(PoolError):
-    """Raised when a request enters a pool after the pool has been closed."""
-
-
-class LocationValueError(ValueError, HTTPError):
-    """Raised when there is something wrong with a given URL input."""
-
-
-class LocationParseError(LocationValueError):
-    """Raised when get_host or similar fails to parse the URL input."""
-
-    def __init__(self, location: str) -> None:
-        message = f"Failed to parse: {location}"
-        super().__init__(message)
-
-        self.location = location
-
-
-class URLSchemeUnknown(LocationValueError):
-    """Raised when a URL input has an unsupported scheme."""
-
-    def __init__(self, scheme: str):
-        message = f"Not supported URL scheme {scheme}"
-        super().__init__(message)
-
-        self.scheme = scheme
-
-
-class ResponseError(HTTPError):
-    """Used as a container for an error reason supplied in a MaxRetryError."""
-
-    GENERIC_ERROR = "too many error responses"
-    SPECIFIC_ERROR = "too many {status_code} error responses"
-
-
-class SecurityWarning(HTTPWarning):
-    """Warned when performing security reducing actions"""
-
-
-class InsecureRequestWarning(SecurityWarning):
-    """Warned when making an unverified HTTPS request."""
-
-
-class NotOpenSSLWarning(SecurityWarning):
-    """Warned when using unsupported SSL library"""
-
-
-class SystemTimeWarning(SecurityWarning):
-    """Warned when system time is suspected to be wrong"""
-
-
-class InsecurePlatformWarning(SecurityWarning):
-    """Warned when certain TLS/SSL configuration is not available on a platform."""
-
-
-class DependencyWarning(HTTPWarning):
-    """
-    Warned when an attempt is made to import a module with missing optional
-    dependencies.
-    """
-
-
-class ResponseNotChunked(ProtocolError, ValueError):
-    """Response needs to be chunked in order to read it as chunks."""
-
-
-class BodyNotHttplibCompatible(HTTPError):
-    """
-    Body should be :class:`http.client.HTTPResponse` like
-    (have an fp attribute which returns raw chunks) for read_chunked().
-    """
-
-
-class IncompleteRead(HTTPError, httplib_IncompleteRead):
-    """
-    Response length doesn't match expected Content-Length
-
-    Subclass of :class:`http.client.IncompleteRead` to allow int value
-    for ``partial`` to avoid creating large objects on streamed reads.
-    """
-
-    partial: int  # type: ignore[assignment]
-    expected: int
-
-    def __init__(self, partial: int, expected: int) -> None:
-        self.partial = partial
-        self.expected = expected
-
-    def __repr__(self) -> str:
-        return "IncompleteRead(%i bytes read, %i more expected)" % (
-            self.partial,
-            self.expected,
-        )
-
-
-class InvalidChunkLength(HTTPError, httplib_IncompleteRead):
-    """Invalid chunk length in a chunked response."""
-
-    def __init__(self, response: HTTPResponse, length: bytes) -> None:
-        self.partial: int = response.tell()  # type: ignore[assignment]
-        self.expected: int | None = response.length_remaining
-        self.response = response
-        self.length = length
-
-    def __repr__(self) -> str:
-        return "InvalidChunkLength(got length %r, %i bytes read)" % (
-            self.length,
-            self.partial,
-        )
-
-
-class InvalidHeader(HTTPError):
-    """The header provided was somehow invalid."""
-
-
-class ProxySchemeUnknown(AssertionError, URLSchemeUnknown):
-    """ProxyManager does not support the supplied scheme"""
-
-    # TODO(t-8ch): Stop inheriting from AssertionError in v2.0.
-
-    def __init__(self, scheme: str | None) -> None:
-        # 'localhost' is here because our URL parser parses
-        # localhost:8080 -> scheme=localhost, remove if we fix this.
-        if scheme == "localhost":
-            scheme = None
-        if scheme is None:
-            message = "Proxy URL had no scheme, should start with http:// or https://"
-        else:
-            message = f"Proxy URL had unsupported scheme {scheme}, should use http:// or https://"
-        super().__init__(message)
-
-
-class ProxySchemeUnsupported(ValueError):
-    """Fetching HTTPS resources through HTTPS proxies is unsupported"""
-
-
-class HeaderParsingError(HTTPError):
-    """Raised by assert_header_parsing, but we convert it to a log.warning statement."""
-
-    def __init__(
-        self, defects: list[MessageDefect], unparsed_data: bytes | str | None
-    ) -> None:
-        message = f"{defects or 'Unknown'}, unparsed data: {unparsed_data!r}"
-        super().__init__(message)
-
-
-class UnrewindableBodyError(HTTPError):
-    """urllib3 encountered an error when trying to rewind a body"""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
deleted file mode 100644
index 3e258a5d8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
+++ /dev/null
@@ -1,341 +0,0 @@
-from __future__ import annotations
-
-import email.utils
-import mimetypes
-import typing
-
-_TYPE_FIELD_VALUE = typing.Union[str, bytes]
-_TYPE_FIELD_VALUE_TUPLE = typing.Union[
-    _TYPE_FIELD_VALUE,
-    typing.Tuple[str, _TYPE_FIELD_VALUE],
-    typing.Tuple[str, _TYPE_FIELD_VALUE, str],
-]
-
-
-def guess_content_type(
-    filename: str | None, default: str = "application/octet-stream"
-) -> str:
-    """
-    Guess the "Content-Type" of a file.
-
-    :param filename:
-        The filename to guess the "Content-Type" of using :mod:`mimetypes`.
-    :param default:
-        If no "Content-Type" can be guessed, default to `default`.
-    """
-    if filename:
-        return mimetypes.guess_type(filename)[0] or default
-    return default
-
-
-def format_header_param_rfc2231(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    Helper function to format and quote a single header parameter using the
-    strategy defined in RFC 2231.
-
-    Particularly useful for header parameters which might contain
-    non-ASCII values, like file names. This follows
-    `RFC 2388 Section 4.4 <https://tools.ietf.org/html/rfc2388#section-4.4>`_.
-
-    :param name:
-        The name of the parameter, a string expected to be ASCII only.
-    :param value:
-        The value of the parameter, provided as ``bytes`` or `str``.
-    :returns:
-        An RFC-2231-formatted unicode string.
-
-    .. deprecated:: 2.0.0
-        Will be removed in urllib3 v2.1.0. This is not valid for
-        ``multipart/form-data`` header parameters.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param_rfc2231' is deprecated and will be "
-        "removed in urllib3 v2.1.0. This is not valid for "
-        "multipart/form-data header parameters.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-
-    if isinstance(value, bytes):
-        value = value.decode("utf-8")
-
-    if not any(ch in value for ch in '"\\\r\n'):
-        result = f'{name}="{value}"'
-        try:
-            result.encode("ascii")
-        except (UnicodeEncodeError, UnicodeDecodeError):
-            pass
-        else:
-            return result
-
-    value = email.utils.encode_rfc2231(value, "utf-8")
-    value = f"{name}*={value}"
-
-    return value
-
-
-def format_multipart_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    Format and quote a single multipart header parameter.
-
-    This follows the `WHATWG HTML Standard`_ as of 2021/06/10, matching
-    the behavior of current browser and curl versions. Values are
-    assumed to be UTF-8. The ``\\n``, ``\\r``, and ``"`` characters are
-    percent encoded.
-
-    .. _WHATWG HTML Standard:
-        https://html.spec.whatwg.org/multipage/
-        form-control-infrastructure.html#multipart-form-data
-
-    :param name:
-        The name of the parameter, an ASCII-only ``str``.
-    :param value:
-        The value of the parameter, a ``str`` or UTF-8 encoded
-        ``bytes``.
-    :returns:
-        A string ``name="value"`` with the escaped value.
-
-    .. versionchanged:: 2.0.0
-        Matches the WHATWG HTML Standard as of 2021/06/10. Control
-        characters are no longer percent encoded.
-
-    .. versionchanged:: 2.0.0
-        Renamed from ``format_header_param_html5`` and
-        ``format_header_param``. The old names will be removed in
-        urllib3 v2.1.0.
-    """
-    if isinstance(value, bytes):
-        value = value.decode("utf-8")
-
-    # percent encode \n \r "
-    value = value.translate({10: "%0A", 13: "%0D", 34: "%22"})
-    return f'{name}="{value}"'
-
-
-def format_header_param_html5(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    .. deprecated:: 2.0.0
-        Renamed to :func:`format_multipart_header_param`. Will be
-        removed in urllib3 v2.1.0.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param_html5' has been renamed to "
-        "'format_multipart_header_param'. The old name will be "
-        "removed in urllib3 v2.1.0.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-    return format_multipart_header_param(name, value)
-
-
-def format_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    .. deprecated:: 2.0.0
-        Renamed to :func:`format_multipart_header_param`. Will be
-        removed in urllib3 v2.1.0.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param' has been renamed to "
-        "'format_multipart_header_param'. The old name will be "
-        "removed in urllib3 v2.1.0.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-    return format_multipart_header_param(name, value)
-
-
-class RequestField:
-    """
-    A data container for request body parameters.
-
-    :param name:
-        The name of this request field. Must be unicode.
-    :param data:
-        The data/value body.
-    :param filename:
-        An optional filename of the request field. Must be unicode.
-    :param headers:
-        An optional dict-like object of headers to initially use for the field.
-
-    .. versionchanged:: 2.0.0
-        The ``header_formatter`` parameter is deprecated and will
-        be removed in urllib3 v2.1.0.
-    """
-
-    def __init__(
-        self,
-        name: str,
-        data: _TYPE_FIELD_VALUE,
-        filename: str | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
-    ):
-        self._name = name
-        self._filename = filename
-        self.data = data
-        self.headers: dict[str, str | None] = {}
-        if headers:
-            self.headers = dict(headers)
-
-        if header_formatter is not None:
-            import warnings
-
-            warnings.warn(
-                "The 'header_formatter' parameter is deprecated and "
-                "will be removed in urllib3 v2.1.0.",
-                DeprecationWarning,
-                stacklevel=2,
-            )
-            self.header_formatter = header_formatter
-        else:
-            self.header_formatter = format_multipart_header_param
-
-    @classmethod
-    def from_tuples(
-        cls,
-        fieldname: str,
-        value: _TYPE_FIELD_VALUE_TUPLE,
-        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
-    ) -> RequestField:
-        """
-        A :class:`~urllib3.fields.RequestField` factory from old-style tuple parameters.
-
-        Supports constructing :class:`~urllib3.fields.RequestField` from
-        parameter of key/value strings AND key/filetuple. A filetuple is a
-        (filename, data, MIME type) tuple where the MIME type is optional.
-        For example::
-
-            'foo': 'bar',
-            'fakefile': ('foofile.txt', 'contents of foofile'),
-            'realfile': ('barfile.txt', open('realfile').read()),
-            'typedfile': ('bazfile.bin', open('bazfile').read(), 'image/jpeg'),
-            'nonamefile': 'contents of nonamefile field',
-
-        Field names and filenames must be unicode.
-        """
-        filename: str | None
-        content_type: str | None
-        data: _TYPE_FIELD_VALUE
-
-        if isinstance(value, tuple):
-            if len(value) == 3:
-                filename, data, content_type = value
-            else:
-                filename, data = value
-                content_type = guess_content_type(filename)
-        else:
-            filename = None
-            content_type = None
-            data = value
-
-        request_param = cls(
-            fieldname, data, filename=filename, header_formatter=header_formatter
-        )
-        request_param.make_multipart(content_type=content_type)
-
-        return request_param
-
-    def _render_part(self, name: str, value: _TYPE_FIELD_VALUE) -> str:
-        """
-        Override this method to change how each multipart header
-        parameter is formatted. By default, this calls
-        :func:`format_multipart_header_param`.
-
-        :param name:
-            The name of the parameter, an ASCII-only ``str``.
-        :param value:
-            The value of the parameter, a ``str`` or UTF-8 encoded
-            ``bytes``.
-
-        :meta public:
-        """
-        return self.header_formatter(name, value)
-
-    def _render_parts(
-        self,
-        header_parts: (
-            dict[str, _TYPE_FIELD_VALUE | None]
-            | typing.Sequence[tuple[str, _TYPE_FIELD_VALUE | None]]
-        ),
-    ) -> str:
-        """
-        Helper function to format and quote a single header.
-
-        Useful for single headers that are composed of multiple items. E.g.,
-        'Content-Disposition' fields.
-
-        :param header_parts:
-            A sequence of (k, v) tuples or a :class:`dict` of (k, v) to format
-            as `k1="v1"; k2="v2"; ...`.
-        """
-        iterable: typing.Iterable[tuple[str, _TYPE_FIELD_VALUE | None]]
-
-        parts = []
-        if isinstance(header_parts, dict):
-            iterable = header_parts.items()
-        else:
-            iterable = header_parts
-
-        for name, value in iterable:
-            if value is not None:
-                parts.append(self._render_part(name, value))
-
-        return "; ".join(parts)
-
-    def render_headers(self) -> str:
-        """
-        Renders the headers for this request field.
-        """
-        lines = []
-
-        sort_keys = ["Content-Disposition", "Content-Type", "Content-Location"]
-        for sort_key in sort_keys:
-            if self.headers.get(sort_key, False):
-                lines.append(f"{sort_key}: {self.headers[sort_key]}")
-
-        for header_name, header_value in self.headers.items():
-            if header_name not in sort_keys:
-                if header_value:
-                    lines.append(f"{header_name}: {header_value}")
-
-        lines.append("\r\n")
-        return "\r\n".join(lines)
-
-    def make_multipart(
-        self,
-        content_disposition: str | None = None,
-        content_type: str | None = None,
-        content_location: str | None = None,
-    ) -> None:
-        """
-        Makes this request field into a multipart request field.
-
-        This method overrides "Content-Disposition", "Content-Type" and
-        "Content-Location" headers to the request parameter.
-
-        :param content_disposition:
-            The 'Content-Disposition' of the request body. Defaults to 'form-data'
-        :param content_type:
-            The 'Content-Type' of the request body.
-        :param content_location:
-            The 'Content-Location' of the request body.
-
-        """
-        content_disposition = (content_disposition or "form-data") + "; ".join(
-            [
-                "",
-                self._render_parts(
-                    (("name", self._name), ("filename", self._filename))
-                ),
-            ]
-        )
-
-        self.headers["Content-Disposition"] = content_disposition
-        self.headers["Content-Type"] = content_type
-        self.headers["Content-Location"] = content_location
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
deleted file mode 100644
index 1c90a211f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
+++ /dev/null
@@ -1,89 +0,0 @@
-from __future__ import annotations
-
-import binascii
-import codecs
-import os
-import typing
-from io import BytesIO
-
-from .fields import _TYPE_FIELD_VALUE_TUPLE, RequestField
-
-writer = codecs.lookup("utf-8")[3]
-
-_TYPE_FIELDS_SEQUENCE = typing.Sequence[
-    typing.Union[typing.Tuple[str, _TYPE_FIELD_VALUE_TUPLE], RequestField]
-]
-_TYPE_FIELDS = typing.Union[
-    _TYPE_FIELDS_SEQUENCE,
-    typing.Mapping[str, _TYPE_FIELD_VALUE_TUPLE],
-]
-
-
-def choose_boundary() -> str:
-    """
-    Our embarrassingly-simple replacement for mimetools.choose_boundary.
-    """
-    return binascii.hexlify(os.urandom(16)).decode()
-
-
-def iter_field_objects(fields: _TYPE_FIELDS) -> typing.Iterable[RequestField]:
-    """
-    Iterate over fields.
-
-    Supports list of (k, v) tuples and dicts, and lists of
-    :class:`~urllib3.fields.RequestField`.
-
-    """
-    iterable: typing.Iterable[RequestField | tuple[str, _TYPE_FIELD_VALUE_TUPLE]]
-
-    if isinstance(fields, typing.Mapping):
-        iterable = fields.items()
-    else:
-        iterable = fields
-
-    for field in iterable:
-        if isinstance(field, RequestField):
-            yield field
-        else:
-            yield RequestField.from_tuples(*field)
-
-
-def encode_multipart_formdata(
-    fields: _TYPE_FIELDS, boundary: str | None = None
-) -> tuple[bytes, str]:
-    """
-    Encode a dictionary of ``fields`` using the multipart/form-data MIME format.
-
-    :param fields:
-        Dictionary of fields or list of (key, :class:`~urllib3.fields.RequestField`).
-        Values are processed by :func:`urllib3.fields.RequestField.from_tuples`.
-
-    :param boundary:
-        If not specified, then a random boundary will be generated using
-        :func:`urllib3.filepost.choose_boundary`.
-    """
-    body = BytesIO()
-    if boundary is None:
-        boundary = choose_boundary()
-
-    for field in iter_field_objects(fields):
-        body.write(f"--{boundary}\r\n".encode("latin-1"))
-
-        writer(body).write(field.render_headers())
-        data = field.data
-
-        if isinstance(data, int):
-            data = str(data)  # Backwards compatibility
-
-        if isinstance(data, str):
-            writer(body).write(data)
-        else:
-            body.write(data)
-
-        body.write(b"\r\n")
-
-    body.write(f"--{boundary}--\r\n".encode("latin-1"))
-
-    content_type = f"multipart/form-data; boundary={boundary}"
-
-    return body.getvalue(), content_type
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
deleted file mode 100644
index ceb40602d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
+++ /dev/null
@@ -1,230 +0,0 @@
-from __future__ import annotations
-
-import threading
-import types
-import typing
-
-import h2.config  # type: ignore[import-untyped]
-import h2.connection  # type: ignore[import-untyped]
-import h2.events  # type: ignore[import-untyped]
-
-import urllib3.connection
-import urllib3.util.ssl_
-from urllib3.response import BaseHTTPResponse
-
-from ._collections import HTTPHeaderDict
-from .connection import HTTPSConnection
-from .connectionpool import HTTPSConnectionPool
-
-orig_HTTPSConnection = HTTPSConnection
-
-T = typing.TypeVar("T")
-
-
-class _LockedObject(typing.Generic[T]):
-    """
-    A wrapper class that hides a specific object behind a lock.
-
-    The goal here is to provide a simple way to protect access to an object
-    that cannot safely be simultaneously accessed from multiple threads. The
-    intended use of this class is simple: take hold of it with a context
-    manager, which returns the protected object.
-    """
-
-    def __init__(self, obj: T):
-        self.lock = threading.RLock()
-        self._obj = obj
-
-    def __enter__(self) -> T:
-        self.lock.acquire()
-        return self._obj
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: types.TracebackType | None,
-    ) -> None:
-        self.lock.release()
-
-
-class HTTP2Connection(HTTPSConnection):
-    def __init__(
-        self, host: str, port: int | None = None, **kwargs: typing.Any
-    ) -> None:
-        self._h2_conn = self._new_h2_conn()
-        self._h2_stream: int | None = None
-        self._h2_headers: list[tuple[bytes, bytes]] = []
-
-        if "proxy" in kwargs or "proxy_config" in kwargs:  # Defensive:
-            raise NotImplementedError("Proxies aren't supported with HTTP/2")
-
-        super().__init__(host, port, **kwargs)
-
-    def _new_h2_conn(self) -> _LockedObject[h2.connection.H2Connection]:
-        config = h2.config.H2Configuration(client_side=True)
-        return _LockedObject(h2.connection.H2Connection(config=config))
-
-    def connect(self) -> None:
-        super().connect()
-
-        with self._h2_conn as h2_conn:
-            h2_conn.initiate_connection()
-            self.sock.sendall(h2_conn.data_to_send())
-
-    def putrequest(
-        self,
-        method: str,
-        url: str,
-        skip_host: bool = False,
-        skip_accept_encoding: bool = False,
-    ) -> None:
-        with self._h2_conn as h2_conn:
-            self._request_url = url
-            self._h2_stream = h2_conn.get_next_available_stream_id()
-
-            if ":" in self.host:
-                authority = f"[{self.host}]:{self.port or 443}"
-            else:
-                authority = f"{self.host}:{self.port or 443}"
-
-            self._h2_headers.extend(
-                (
-                    (b":scheme", b"https"),
-                    (b":method", method.encode()),
-                    (b":authority", authority.encode()),
-                    (b":path", url.encode()),
-                )
-            )
-
-    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
-        for value in values:
-            self._h2_headers.append(
-                (header.encode("utf-8").lower(), value.encode("utf-8"))
-            )
-
-    def endheaders(self) -> None:  # type: ignore[override]
-        with self._h2_conn as h2_conn:
-            h2_conn.send_headers(
-                stream_id=self._h2_stream,
-                headers=self._h2_headers,
-                end_stream=True,
-            )
-            if data_to_send := h2_conn.data_to_send():
-                self.sock.sendall(data_to_send)
-
-    def send(self, data: bytes) -> None:  # type: ignore[override]  # Defensive:
-        if not data:
-            return
-        raise NotImplementedError("Sending data isn't supported yet")
-
-    def getresponse(  # type: ignore[override]
-        self,
-    ) -> HTTP2Response:
-        status = None
-        data = bytearray()
-        with self._h2_conn as h2_conn:
-            end_stream = False
-            while not end_stream:
-                # TODO: Arbitrary read value.
-                if received_data := self.sock.recv(65535):
-                    events = h2_conn.receive_data(received_data)
-                    for event in events:
-                        if isinstance(event, h2.events.ResponseReceived):
-                            headers = HTTPHeaderDict()
-                            for header, value in event.headers:
-                                if header == b":status":
-                                    status = int(value.decode())
-                                else:
-                                    headers.add(
-                                        header.decode("ascii"), value.decode("ascii")
-                                    )
-
-                        elif isinstance(event, h2.events.DataReceived):
-                            data += event.data
-                            h2_conn.acknowledge_received_data(
-                                event.flow_controlled_length, event.stream_id
-                            )
-
-                        elif isinstance(event, h2.events.StreamEnded):
-                            end_stream = True
-
-                if data_to_send := h2_conn.data_to_send():
-                    self.sock.sendall(data_to_send)
-
-        # We always close to not have to handle connection management.
-        self.close()
-
-        assert status is not None
-        return HTTP2Response(
-            status=status,
-            headers=headers,
-            request_url=self._request_url,
-            data=bytes(data),
-        )
-
-    def close(self) -> None:
-        with self._h2_conn as h2_conn:
-            try:
-                h2_conn.close_connection()
-                if data := h2_conn.data_to_send():
-                    self.sock.sendall(data)
-            except Exception:
-                pass
-
-        # Reset all our HTTP/2 connection state.
-        self._h2_conn = self._new_h2_conn()
-        self._h2_stream = None
-        self._h2_headers = []
-
-        super().close()
-
-
-class HTTP2Response(BaseHTTPResponse):
-    # TODO: This is a woefully incomplete response object, but works for non-streaming.
-    def __init__(
-        self,
-        status: int,
-        headers: HTTPHeaderDict,
-        request_url: str,
-        data: bytes,
-        decode_content: bool = False,  # TODO: support decoding
-    ) -> None:
-        super().__init__(
-            status=status,
-            headers=headers,
-            # Following CPython, we map HTTP versions to major * 10 + minor integers
-            version=20,
-            version_string="HTTP/2",
-            # No reason phrase in HTTP/2
-            reason=None,
-            decode_content=decode_content,
-            request_url=request_url,
-        )
-        self._data = data
-        self.length_remaining = 0
-
-    @property
-    def data(self) -> bytes:
-        return self._data
-
-    def get_redirect_location(self) -> None:
-        return None
-
-    def close(self) -> None:
-        pass
-
-
-def inject_into_urllib3() -> None:
-    HTTPSConnectionPool.ConnectionCls = HTTP2Connection
-    urllib3.connection.HTTPSConnection = HTTP2Connection  # type: ignore[misc]
-
-    # TODO: Offer 'http/1.1' as well, but for testing purposes this is handy.
-    urllib3.util.ssl_.ALPN_PROTOCOLS = ["h2"]
-
-
-def extract_from_urllib3() -> None:
-    HTTPSConnectionPool.ConnectionCls = orig_HTTPSConnection
-    urllib3.connection.HTTPSConnection = orig_HTTPSConnection  # type: ignore[misc]
-
-    urllib3.util.ssl_.ALPN_PROTOCOLS = ["http/1.1"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
deleted file mode 100644
index 085d1dbaf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
+++ /dev/null
@@ -1,637 +0,0 @@
-from __future__ import annotations
-
-import functools
-import logging
-import typing
-import warnings
-from types import TracebackType
-from urllib.parse import urljoin
-
-from ._collections import HTTPHeaderDict, RecentlyUsedContainer
-from ._request_methods import RequestMethods
-from .connection import ProxyConfig
-from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, port_by_scheme
-from .exceptions import (
-    LocationValueError,
-    MaxRetryError,
-    ProxySchemeUnknown,
-    URLSchemeUnknown,
-)
-from .response import BaseHTTPResponse
-from .util.connection import _TYPE_SOCKET_OPTIONS
-from .util.proxy import connection_requires_http_tunnel
-from .util.retry import Retry
-from .util.timeout import Timeout
-from .util.url import Url, parse_url
-
-if typing.TYPE_CHECKING:
-    import ssl
-
-    from typing_extensions import Self
-
-__all__ = ["PoolManager", "ProxyManager", "proxy_from_url"]
-
-
-log = logging.getLogger(__name__)
-
-SSL_KEYWORDS = (
-    "key_file",
-    "cert_file",
-    "cert_reqs",
-    "ca_certs",
-    "ca_cert_data",
-    "ssl_version",
-    "ssl_minimum_version",
-    "ssl_maximum_version",
-    "ca_cert_dir",
-    "ssl_context",
-    "key_password",
-    "server_hostname",
-)
-# Default value for `blocksize` - a new parameter introduced to
-# http.client.HTTPConnection & http.client.HTTPSConnection in Python 3.7
-_DEFAULT_BLOCKSIZE = 16384
-
-
-class PoolKey(typing.NamedTuple):
-    """
-    All known keyword arguments that could be provided to the pool manager, its
-    pools, or the underlying connections.
-
-    All custom key schemes should include the fields in this key at a minimum.
-    """
-
-    key_scheme: str
-    key_host: str
-    key_port: int | None
-    key_timeout: Timeout | float | int | None
-    key_retries: Retry | bool | int | None
-    key_block: bool | None
-    key_source_address: tuple[str, int] | None
-    key_key_file: str | None
-    key_key_password: str | None
-    key_cert_file: str | None
-    key_cert_reqs: str | None
-    key_ca_certs: str | None
-    key_ca_cert_data: str | bytes | None
-    key_ssl_version: int | str | None
-    key_ssl_minimum_version: ssl.TLSVersion | None
-    key_ssl_maximum_version: ssl.TLSVersion | None
-    key_ca_cert_dir: str | None
-    key_ssl_context: ssl.SSLContext | None
-    key_maxsize: int | None
-    key_headers: frozenset[tuple[str, str]] | None
-    key__proxy: Url | None
-    key__proxy_headers: frozenset[tuple[str, str]] | None
-    key__proxy_config: ProxyConfig | None
-    key_socket_options: _TYPE_SOCKET_OPTIONS | None
-    key__socks_options: frozenset[tuple[str, str]] | None
-    key_assert_hostname: bool | str | None
-    key_assert_fingerprint: str | None
-    key_server_hostname: str | None
-    key_blocksize: int | None
-
-
-def _default_key_normalizer(
-    key_class: type[PoolKey], request_context: dict[str, typing.Any]
-) -> PoolKey:
-    """
-    Create a pool key out of a request context dictionary.
-
-    According to RFC 3986, both the scheme and host are case-insensitive.
-    Therefore, this function normalizes both before constructing the pool
-    key for an HTTPS request. If you wish to change this behaviour, provide
-    alternate callables to ``key_fn_by_scheme``.
-
-    :param key_class:
-        The class to use when constructing the key. This should be a namedtuple
-        with the ``scheme`` and ``host`` keys at a minimum.
-    :type  key_class: namedtuple
-    :param request_context:
-        A dictionary-like object that contain the context for a request.
-    :type  request_context: dict
-
-    :return: A namedtuple that can be used as a connection pool key.
-    :rtype:  PoolKey
-    """
-    # Since we mutate the dictionary, make a copy first
-    context = request_context.copy()
-    context["scheme"] = context["scheme"].lower()
-    context["host"] = context["host"].lower()
-
-    # These are both dictionaries and need to be transformed into frozensets
-    for key in ("headers", "_proxy_headers", "_socks_options"):
-        if key in context and context[key] is not None:
-            context[key] = frozenset(context[key].items())
-
-    # The socket_options key may be a list and needs to be transformed into a
-    # tuple.
-    socket_opts = context.get("socket_options")
-    if socket_opts is not None:
-        context["socket_options"] = tuple(socket_opts)
-
-    # Map the kwargs to the names in the namedtuple - this is necessary since
-    # namedtuples can't have fields starting with '_'.
-    for key in list(context.keys()):
-        context["key_" + key] = context.pop(key)
-
-    # Default to ``None`` for keys missing from the context
-    for field in key_class._fields:
-        if field not in context:
-            context[field] = None
-
-    # Default key_blocksize to _DEFAULT_BLOCKSIZE if missing from the context
-    if context.get("key_blocksize") is None:
-        context["key_blocksize"] = _DEFAULT_BLOCKSIZE
-
-    return key_class(**context)
-
-
-#: A dictionary that maps a scheme to a callable that creates a pool key.
-#: This can be used to alter the way pool keys are constructed, if desired.
-#: Each PoolManager makes a copy of this dictionary so they can be configured
-#: globally here, or individually on the instance.
-key_fn_by_scheme = {
-    "http": functools.partial(_default_key_normalizer, PoolKey),
-    "https": functools.partial(_default_key_normalizer, PoolKey),
-}
-
-pool_classes_by_scheme = {"http": HTTPConnectionPool, "https": HTTPSConnectionPool}
-
-
-class PoolManager(RequestMethods):
-    """
-    Allows for arbitrary requests while transparently keeping track of
-    necessary connection pools for you.
-
-    :param num_pools:
-        Number of connection pools to cache before discarding the least
-        recently used pool.
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-
-    :param \\**connection_pool_kw:
-        Additional parameters are used to create fresh
-        :class:`urllib3.connectionpool.ConnectionPool` instances.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        http = urllib3.PoolManager(num_pools=2)
-
-        resp1 = http.request("GET", "https://google.com/")
-        resp2 = http.request("GET", "https://google.com/mail")
-        resp3 = http.request("GET", "https://yahoo.com/")
-
-        print(len(http.pools))
-        # 2
-
-    """
-
-    proxy: Url | None = None
-    proxy_config: ProxyConfig | None = None
-
-    def __init__(
-        self,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        **connection_pool_kw: typing.Any,
-    ) -> None:
-        super().__init__(headers)
-        self.connection_pool_kw = connection_pool_kw
-
-        self.pools: RecentlyUsedContainer[PoolKey, HTTPConnectionPool]
-        self.pools = RecentlyUsedContainer(num_pools)
-
-        # Locally set the pool classes and keys so other PoolManagers can
-        # override them.
-        self.pool_classes_by_scheme = pool_classes_by_scheme
-        self.key_fn_by_scheme = key_fn_by_scheme.copy()
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: TracebackType | None,
-    ) -> typing.Literal[False]:
-        self.clear()
-        # Return False to re-raise any potential exceptions
-        return False
-
-    def _new_pool(
-        self,
-        scheme: str,
-        host: str,
-        port: int,
-        request_context: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        """
-        Create a new :class:`urllib3.connectionpool.ConnectionPool` based on host, port, scheme, and
-        any additional pool keyword arguments.
-
-        If ``request_context`` is provided, it is provided as keyword arguments
-        to the pool class used. This method is used to actually create the
-        connection pools handed out by :meth:`connection_from_url` and
-        companion methods. It is intended to be overridden for customization.
-        """
-        pool_cls: type[HTTPConnectionPool] = self.pool_classes_by_scheme[scheme]
-        if request_context is None:
-            request_context = self.connection_pool_kw.copy()
-
-        # Default blocksize to _DEFAULT_BLOCKSIZE if missing or explicitly
-        # set to 'None' in the request_context.
-        if request_context.get("blocksize") is None:
-            request_context["blocksize"] = _DEFAULT_BLOCKSIZE
-
-        # Although the context has everything necessary to create the pool,
-        # this function has historically only used the scheme, host, and port
-        # in the positional args. When an API change is acceptable these can
-        # be removed.
-        for key in ("scheme", "host", "port"):
-            request_context.pop(key, None)
-
-        if scheme == "http":
-            for kw in SSL_KEYWORDS:
-                request_context.pop(kw, None)
-
-        return pool_cls(host, port, **request_context)
-
-    def clear(self) -> None:
-        """
-        Empty our store of pools and direct them all to close.
-
-        This will not affect in-flight connections, but they will not be
-        re-used after completion.
-        """
-        self.pools.clear()
-
-    def connection_from_host(
-        self,
-        host: str | None,
-        port: int | None = None,
-        scheme: str | None = "http",
-        pool_kwargs: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the host, port, and scheme.
-
-        If ``port`` isn't given, it will be derived from the ``scheme`` using
-        ``urllib3.connectionpool.port_by_scheme``. If ``pool_kwargs`` is
-        provided, it is merged with the instance's ``connection_pool_kw``
-        variable and used to create the new connection pool, if one is
-        needed.
-        """
-
-        if not host:
-            raise LocationValueError("No host specified.")
-
-        request_context = self._merge_pool_kwargs(pool_kwargs)
-        request_context["scheme"] = scheme or "http"
-        if not port:
-            port = port_by_scheme.get(request_context["scheme"].lower(), 80)
-        request_context["port"] = port
-        request_context["host"] = host
-
-        return self.connection_from_context(request_context)
-
-    def connection_from_context(
-        self, request_context: dict[str, typing.Any]
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the request context.
-
-        ``request_context`` must at least contain the ``scheme`` key and its
-        value must be a key in ``key_fn_by_scheme`` instance variable.
-        """
-        if "strict" in request_context:
-            warnings.warn(
-                "The 'strict' parameter is no longer needed on Python 3+. "
-                "This will raise an error in urllib3 v2.1.0.",
-                DeprecationWarning,
-            )
-            request_context.pop("strict")
-
-        scheme = request_context["scheme"].lower()
-        pool_key_constructor = self.key_fn_by_scheme.get(scheme)
-        if not pool_key_constructor:
-            raise URLSchemeUnknown(scheme)
-        pool_key = pool_key_constructor(request_context)
-
-        return self.connection_from_pool_key(pool_key, request_context=request_context)
-
-    def connection_from_pool_key(
-        self, pool_key: PoolKey, request_context: dict[str, typing.Any]
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the provided pool key.
-
-        ``pool_key`` should be a namedtuple that only contains immutable
-        objects. At a minimum it must have the ``scheme``, ``host``, and
-        ``port`` fields.
-        """
-        with self.pools.lock:
-            # If the scheme, host, or port doesn't match existing open
-            # connections, open a new ConnectionPool.
-            pool = self.pools.get(pool_key)
-            if pool:
-                return pool
-
-            # Make a fresh ConnectionPool of the desired type
-            scheme = request_context["scheme"]
-            host = request_context["host"]
-            port = request_context["port"]
-            pool = self._new_pool(scheme, host, port, request_context=request_context)
-            self.pools[pool_key] = pool
-
-        return pool
-
-    def connection_from_url(
-        self, url: str, pool_kwargs: dict[str, typing.Any] | None = None
-    ) -> HTTPConnectionPool:
-        """
-        Similar to :func:`urllib3.connectionpool.connection_from_url`.
-
-        If ``pool_kwargs`` is not provided and a new pool needs to be
-        constructed, ``self.connection_pool_kw`` is used to initialize
-        the :class:`urllib3.connectionpool.ConnectionPool`. If ``pool_kwargs``
-        is provided, it is used instead. Note that if a new pool does not
-        need to be created for the request, the provided ``pool_kwargs`` are
-        not used.
-        """
-        u = parse_url(url)
-        return self.connection_from_host(
-            u.host, port=u.port, scheme=u.scheme, pool_kwargs=pool_kwargs
-        )
-
-    def _merge_pool_kwargs(
-        self, override: dict[str, typing.Any] | None
-    ) -> dict[str, typing.Any]:
-        """
-        Merge a dictionary of override values for self.connection_pool_kw.
-
-        This does not modify self.connection_pool_kw and returns a new dict.
-        Any keys in the override dictionary with a value of ``None`` are
-        removed from the merged dictionary.
-        """
-        base_pool_kwargs = self.connection_pool_kw.copy()
-        if override:
-            for key, value in override.items():
-                if value is None:
-                    try:
-                        del base_pool_kwargs[key]
-                    except KeyError:
-                        pass
-                else:
-                    base_pool_kwargs[key] = value
-        return base_pool_kwargs
-
-    def _proxy_requires_url_absolute_form(self, parsed_url: Url) -> bool:
-        """
-        Indicates if the proxy requires the complete destination URL in the
-        request.  Normally this is only needed when not using an HTTP CONNECT
-        tunnel.
-        """
-        if self.proxy is None:
-            return False
-
-        return not connection_requires_http_tunnel(
-            self.proxy, self.proxy_config, parsed_url.scheme
-        )
-
-    def urlopen(  # type: ignore[override]
-        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
-    ) -> BaseHTTPResponse:
-        """
-        Same as :meth:`urllib3.HTTPConnectionPool.urlopen`
-        with custom cross-host redirect logic and only sends the request-uri
-        portion of the ``url``.
-
-        The given ``url`` parameter must be absolute, such that an appropriate
-        :class:`urllib3.connectionpool.ConnectionPool` can be chosen for it.
-        """
-        u = parse_url(url)
-
-        if u.scheme is None:
-            warnings.warn(
-                "URLs without a scheme (ie 'https://') are deprecated and will raise an error "
-                "in a future version of urllib3. To avoid this DeprecationWarning ensure all URLs "
-                "start with 'https://' or 'http://'. Read more in this issue: "
-                "https://github.com/urllib3/urllib3/issues/2920",
-                category=DeprecationWarning,
-                stacklevel=2,
-            )
-
-        conn = self.connection_from_host(u.host, port=u.port, scheme=u.scheme)
-
-        kw["assert_same_host"] = False
-        kw["redirect"] = False
-
-        if "headers" not in kw:
-            kw["headers"] = self.headers
-
-        if self._proxy_requires_url_absolute_form(u):
-            response = conn.urlopen(method, url, **kw)
-        else:
-            response = conn.urlopen(method, u.request_uri, **kw)
-
-        redirect_location = redirect and response.get_redirect_location()
-        if not redirect_location:
-            return response
-
-        # Support relative URLs for redirecting.
-        redirect_location = urljoin(url, redirect_location)
-
-        if response.status == 303:
-            # Change the method according to RFC 9110, Section 15.4.4.
-            method = "GET"
-            # And lose the body not to transfer anything sensitive.
-            kw["body"] = None
-            kw["headers"] = HTTPHeaderDict(kw["headers"])._prepare_for_method_change()
-
-        retries = kw.get("retries")
-        if not isinstance(retries, Retry):
-            retries = Retry.from_int(retries, redirect=redirect)
-
-        # Strip headers marked as unsafe to forward to the redirected location.
-        # Check remove_headers_on_redirect to avoid a potential network call within
-        # conn.is_same_host() which may use socket.gethostbyname() in the future.
-        if retries.remove_headers_on_redirect and not conn.is_same_host(
-            redirect_location
-        ):
-            new_headers = kw["headers"].copy()
-            for header in kw["headers"]:
-                if header.lower() in retries.remove_headers_on_redirect:
-                    new_headers.pop(header, None)
-            kw["headers"] = new_headers
-
-        try:
-            retries = retries.increment(method, url, response=response, _pool=conn)
-        except MaxRetryError:
-            if retries.raise_on_redirect:
-                response.drain_conn()
-                raise
-            return response
-
-        kw["retries"] = retries
-        kw["redirect"] = redirect
-
-        log.info("Redirecting %s -> %s", url, redirect_location)
-
-        response.drain_conn()
-        return self.urlopen(method, redirect_location, **kw)
-
-
-class ProxyManager(PoolManager):
-    """
-    Behaves just like :class:`PoolManager`, but sends all requests through
-    the defined proxy, using the CONNECT method for HTTPS URLs.
-
-    :param proxy_url:
-        The URL of the proxy to be used.
-
-    :param proxy_headers:
-        A dictionary containing headers that will be sent to the proxy. In case
-        of HTTP they are being sent with each request, while in the
-        HTTPS/CONNECT case they are sent only once. Could be used for proxy
-        authentication.
-
-    :param proxy_ssl_context:
-        The proxy SSL context is used to establish the TLS connection to the
-        proxy when using HTTPS proxies.
-
-    :param use_forwarding_for_https:
-        (Defaults to False) If set to True will forward requests to the HTTPS
-        proxy to be made on behalf of the client instead of creating a TLS
-        tunnel via the CONNECT method. **Enabling this flag means that request
-        and response headers and content will be visible from the HTTPS proxy**
-        whereas tunneling keeps request and response headers and content
-        private.  IP address, target hostname, SNI, and port are always visible
-        to an HTTPS proxy even when this flag is disabled.
-
-    :param proxy_assert_hostname:
-        The hostname of the certificate to verify against.
-
-    :param proxy_assert_fingerprint:
-        The fingerprint of the certificate to verify against.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        proxy = urllib3.ProxyManager("https://localhost:3128/")
-
-        resp1 = proxy.request("GET", "https://google.com/")
-        resp2 = proxy.request("GET", "https://httpbin.org/")
-
-        print(len(proxy.pools))
-        # 1
-
-        resp3 = proxy.request("GET", "https://httpbin.org/")
-        resp4 = proxy.request("GET", "https://twitter.com/")
-
-        print(len(proxy.pools))
-        # 3
-
-    """
-
-    def __init__(
-        self,
-        proxy_url: str,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        proxy_headers: typing.Mapping[str, str] | None = None,
-        proxy_ssl_context: ssl.SSLContext | None = None,
-        use_forwarding_for_https: bool = False,
-        proxy_assert_hostname: None | str | typing.Literal[False] = None,
-        proxy_assert_fingerprint: str | None = None,
-        **connection_pool_kw: typing.Any,
-    ) -> None:
-        if isinstance(proxy_url, HTTPConnectionPool):
-            str_proxy_url = f"{proxy_url.scheme}://{proxy_url.host}:{proxy_url.port}"
-        else:
-            str_proxy_url = proxy_url
-        proxy = parse_url(str_proxy_url)
-
-        if proxy.scheme not in ("http", "https"):
-            raise ProxySchemeUnknown(proxy.scheme)
-
-        if not proxy.port:
-            port = port_by_scheme.get(proxy.scheme, 80)
-            proxy = proxy._replace(port=port)
-
-        self.proxy = proxy
-        self.proxy_headers = proxy_headers or {}
-        self.proxy_ssl_context = proxy_ssl_context
-        self.proxy_config = ProxyConfig(
-            proxy_ssl_context,
-            use_forwarding_for_https,
-            proxy_assert_hostname,
-            proxy_assert_fingerprint,
-        )
-
-        connection_pool_kw["_proxy"] = self.proxy
-        connection_pool_kw["_proxy_headers"] = self.proxy_headers
-        connection_pool_kw["_proxy_config"] = self.proxy_config
-
-        super().__init__(num_pools, headers, **connection_pool_kw)
-
-    def connection_from_host(
-        self,
-        host: str | None,
-        port: int | None = None,
-        scheme: str | None = "http",
-        pool_kwargs: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        if scheme == "https":
-            return super().connection_from_host(
-                host, port, scheme, pool_kwargs=pool_kwargs
-            )
-
-        return super().connection_from_host(
-            self.proxy.host, self.proxy.port, self.proxy.scheme, pool_kwargs=pool_kwargs  # type: ignore[union-attr]
-        )
-
-    def _set_proxy_headers(
-        self, url: str, headers: typing.Mapping[str, str] | None = None
-    ) -> typing.Mapping[str, str]:
-        """
-        Sets headers needed by proxies: specifically, the Accept and Host
-        headers. Only sets headers not provided by the user.
-        """
-        headers_ = {"Accept": "*/*"}
-
-        netloc = parse_url(url).netloc
-        if netloc:
-            headers_["Host"] = netloc
-
-        if headers:
-            headers_.update(headers)
-        return headers_
-
-    def urlopen(  # type: ignore[override]
-        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
-    ) -> BaseHTTPResponse:
-        "Same as HTTP(S)ConnectionPool.urlopen, ``url`` must be absolute."
-        u = parse_url(url)
-        if not connection_requires_http_tunnel(self.proxy, self.proxy_config, u.scheme):
-            # For connections using HTTP CONNECT, httplib sets the necessary
-            # headers on the CONNECT to the proxy. If we're not using CONNECT,
-            # we'll definitely need to set 'Host' at the very least.
-            headers = kw.get("headers", self.headers)
-            kw["headers"] = self._set_proxy_headers(url, headers)
-
-        return super().urlopen(method, url, redirect=redirect, **kw)
-
-
-def proxy_from_url(url: str, **kw: typing.Any) -> ProxyManager:
-    return ProxyManager(proxy_url=url, **kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
deleted file mode 100644
index 5f3ea3d91..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
+++ /dev/null
@@ -1,2 +0,0 @@
-# Instruct type checkers to look for inline type annotations in this package.
-# See PEP 561.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
deleted file mode 100644
index a0273d65b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
+++ /dev/null
@@ -1,1265 +0,0 @@
-from __future__ import annotations
-
-import collections
-import io
-import json as _json
-import logging
-import re
-import sys
-import typing
-import warnings
-import zlib
-from contextlib import contextmanager
-from http.client import HTTPMessage as _HttplibHTTPMessage
-from http.client import HTTPResponse as _HttplibHTTPResponse
-from socket import timeout as SocketTimeout
-
-if typing.TYPE_CHECKING:
-    from ._base_connection import BaseHTTPConnection
-
-try:
-    try:
-        import brotlicffi as brotli  # type: ignore[import-not-found]
-    except ImportError:
-        import brotli  # type: ignore[import-not-found]
-except ImportError:
-    brotli = None
-
-try:
-    import zstandard as zstd
-except (AttributeError, ImportError, ValueError):  # Defensive:
-    HAS_ZSTD = False
-else:
-    # The package 'zstandard' added the 'eof' property starting
-    # in v0.18.0 which we require to ensure a complete and
-    # valid zstd stream was fed into the ZstdDecoder.
-    # See: https://github.com/urllib3/urllib3/pull/2624
-    _zstd_version = tuple(
-        map(int, re.search(r"^([0-9]+)\.([0-9]+)", zstd.__version__).groups())  # type: ignore[union-attr]
-    )
-    if _zstd_version < (0, 18):  # Defensive:
-        HAS_ZSTD = False
-    else:
-        HAS_ZSTD = True
-
-from . import util
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from .connection import BaseSSLError, HTTPConnection, HTTPException
-from .exceptions import (
-    BodyNotHttplibCompatible,
-    DecodeError,
-    HTTPError,
-    IncompleteRead,
-    InvalidChunkLength,
-    InvalidHeader,
-    ProtocolError,
-    ReadTimeoutError,
-    ResponseNotChunked,
-    SSLError,
-)
-from .util.response import is_fp_closed, is_response_to_head
-from .util.retry import Retry
-
-if typing.TYPE_CHECKING:
-    from .connectionpool import HTTPConnectionPool
-
-log = logging.getLogger(__name__)
-
-
-class ContentDecoder:
-    def decompress(self, data: bytes) -> bytes:
-        raise NotImplementedError()
-
-    def flush(self) -> bytes:
-        raise NotImplementedError()
-
-
-class DeflateDecoder(ContentDecoder):
-    def __init__(self) -> None:
-        self._first_try = True
-        self._data = b""
-        self._obj = zlib.decompressobj()
-
-    def decompress(self, data: bytes) -> bytes:
-        if not data:
-            return data
-
-        if not self._first_try:
-            return self._obj.decompress(data)
-
-        self._data += data
-        try:
-            decompressed = self._obj.decompress(data)
-            if decompressed:
-                self._first_try = False
-                self._data = None  # type: ignore[assignment]
-            return decompressed
-        except zlib.error:
-            self._first_try = False
-            self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
-            try:
-                return self.decompress(self._data)
-            finally:
-                self._data = None  # type: ignore[assignment]
-
-    def flush(self) -> bytes:
-        return self._obj.flush()
-
-
-class GzipDecoderState:
-    FIRST_MEMBER = 0
-    OTHER_MEMBERS = 1
-    SWALLOW_DATA = 2
-
-
-class GzipDecoder(ContentDecoder):
-    def __init__(self) -> None:
-        self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
-        self._state = GzipDecoderState.FIRST_MEMBER
-
-    def decompress(self, data: bytes) -> bytes:
-        ret = bytearray()
-        if self._state == GzipDecoderState.SWALLOW_DATA or not data:
-            return bytes(ret)
-        while True:
-            try:
-                ret += self._obj.decompress(data)
-            except zlib.error:
-                previous_state = self._state
-                # Ignore data after the first error
-                self._state = GzipDecoderState.SWALLOW_DATA
-                if previous_state == GzipDecoderState.OTHER_MEMBERS:
-                    # Allow trailing garbage acceptable in other gzip clients
-                    return bytes(ret)
-                raise
-            data = self._obj.unused_data
-            if not data:
-                return bytes(ret)
-            self._state = GzipDecoderState.OTHER_MEMBERS
-            self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
-
-    def flush(self) -> bytes:
-        return self._obj.flush()
-
-
-if brotli is not None:
-
-    class BrotliDecoder(ContentDecoder):
-        # Supports both 'brotlipy' and 'Brotli' packages
-        # since they share an import name. The top branches
-        # are for 'brotlipy' and bottom branches for 'Brotli'
-        def __init__(self) -> None:
-            self._obj = brotli.Decompressor()
-            if hasattr(self._obj, "decompress"):
-                setattr(self, "decompress", self._obj.decompress)
-            else:
-                setattr(self, "decompress", self._obj.process)
-
-        def flush(self) -> bytes:
-            if hasattr(self._obj, "flush"):
-                return self._obj.flush()  # type: ignore[no-any-return]
-            return b""
-
-
-if HAS_ZSTD:
-
-    class ZstdDecoder(ContentDecoder):
-        def __init__(self) -> None:
-            self._obj = zstd.ZstdDecompressor().decompressobj()
-
-        def decompress(self, data: bytes) -> bytes:
-            if not data:
-                return b""
-            data_parts = [self._obj.decompress(data)]
-            while self._obj.eof and self._obj.unused_data:
-                unused_data = self._obj.unused_data
-                self._obj = zstd.ZstdDecompressor().decompressobj()
-                data_parts.append(self._obj.decompress(unused_data))
-            return b"".join(data_parts)
-
-        def flush(self) -> bytes:
-            ret = self._obj.flush()  # note: this is a no-op
-            if not self._obj.eof:
-                raise DecodeError("Zstandard data is incomplete")
-            return ret
-
-
-class MultiDecoder(ContentDecoder):
-    """
-    From RFC7231:
-        If one or more encodings have been applied to a representation, the
-        sender that applied the encodings MUST generate a Content-Encoding
-        header field that lists the content codings in the order in which
-        they were applied.
-    """
-
-    def __init__(self, modes: str) -> None:
-        self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
-
-    def flush(self) -> bytes:
-        return self._decoders[0].flush()
-
-    def decompress(self, data: bytes) -> bytes:
-        for d in reversed(self._decoders):
-            data = d.decompress(data)
-        return data
-
-
-def _get_decoder(mode: str) -> ContentDecoder:
-    if "," in mode:
-        return MultiDecoder(mode)
-
-    # According to RFC 9110 section 8.4.1.3, recipients should
-    # consider x-gzip equivalent to gzip
-    if mode in ("gzip", "x-gzip"):
-        return GzipDecoder()
-
-    if brotli is not None and mode == "br":
-        return BrotliDecoder()
-
-    if HAS_ZSTD and mode == "zstd":
-        return ZstdDecoder()
-
-    return DeflateDecoder()
-
-
-class BytesQueueBuffer:
-    """Memory-efficient bytes buffer
-
-    To return decoded data in read() and still follow the BufferedIOBase API, we need a
-    buffer to always return the correct amount of bytes.
-
-    This buffer should be filled using calls to put()
-
-    Our maximum memory usage is determined by the sum of the size of:
-
-     * self.buffer, which contains the full data
-     * the largest chunk that we will copy in get()
-
-    The worst case scenario is a single chunk, in which case we'll make a full copy of
-    the data inside get().
-    """
-
-    def __init__(self) -> None:
-        self.buffer: typing.Deque[bytes] = collections.deque()
-        self._size: int = 0
-
-    def __len__(self) -> int:
-        return self._size
-
-    def put(self, data: bytes) -> None:
-        self.buffer.append(data)
-        self._size += len(data)
-
-    def get(self, n: int) -> bytes:
-        if n == 0:
-            return b""
-        elif not self.buffer:
-            raise RuntimeError("buffer is empty")
-        elif n < 0:
-            raise ValueError("n should be > 0")
-
-        fetched = 0
-        ret = io.BytesIO()
-        while fetched < n:
-            remaining = n - fetched
-            chunk = self.buffer.popleft()
-            chunk_length = len(chunk)
-            if remaining < chunk_length:
-                left_chunk, right_chunk = chunk[:remaining], chunk[remaining:]
-                ret.write(left_chunk)
-                self.buffer.appendleft(right_chunk)
-                self._size -= remaining
-                break
-            else:
-                ret.write(chunk)
-                self._size -= chunk_length
-            fetched += chunk_length
-
-            if not self.buffer:
-                break
-
-        return ret.getvalue()
-
-    def get_all(self) -> bytes:
-        buffer = self.buffer
-        if not buffer:
-            assert self._size == 0
-            return b""
-        if len(buffer) == 1:
-            result = buffer.pop()
-        else:
-            ret = io.BytesIO()
-            ret.writelines(buffer.popleft() for _ in range(len(buffer)))
-            result = ret.getvalue()
-        self._size = 0
-        return result
-
-
-class BaseHTTPResponse(io.IOBase):
-    CONTENT_DECODERS = ["gzip", "x-gzip", "deflate"]
-    if brotli is not None:
-        CONTENT_DECODERS += ["br"]
-    if HAS_ZSTD:
-        CONTENT_DECODERS += ["zstd"]
-    REDIRECT_STATUSES = [301, 302, 303, 307, 308]
-
-    DECODER_ERROR_CLASSES: tuple[type[Exception], ...] = (IOError, zlib.error)
-    if brotli is not None:
-        DECODER_ERROR_CLASSES += (brotli.error,)
-
-    if HAS_ZSTD:
-        DECODER_ERROR_CLASSES += (zstd.ZstdError,)
-
-    def __init__(
-        self,
-        *,
-        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
-        status: int,
-        version: int,
-        version_string: str,
-        reason: str | None,
-        decode_content: bool,
-        request_url: str | None,
-        retries: Retry | None = None,
-    ) -> None:
-        if isinstance(headers, HTTPHeaderDict):
-            self.headers = headers
-        else:
-            self.headers = HTTPHeaderDict(headers)  # type: ignore[arg-type]
-        self.status = status
-        self.version = version
-        self.version_string = version_string
-        self.reason = reason
-        self.decode_content = decode_content
-        self._has_decoded_content = False
-        self._request_url: str | None = request_url
-        self.retries = retries
-
-        self.chunked = False
-        tr_enc = self.headers.get("transfer-encoding", "").lower()
-        # Don't incur the penalty of creating a list and then discarding it
-        encodings = (enc.strip() for enc in tr_enc.split(","))
-        if "chunked" in encodings:
-            self.chunked = True
-
-        self._decoder: ContentDecoder | None = None
-        self.length_remaining: int | None
-
-    def get_redirect_location(self) -> str | None | typing.Literal[False]:
-        """
-        Should we redirect and where to?
-
-        :returns: Truthy redirect location string if we got a redirect status
-            code and valid location. ``None`` if redirect status and no
-            location. ``False`` if not a redirect status code.
-        """
-        if self.status in self.REDIRECT_STATUSES:
-            return self.headers.get("location")
-        return False
-
-    @property
-    def data(self) -> bytes:
-        raise NotImplementedError()
-
-    def json(self) -> typing.Any:
-        """
-        Deserializes the body of the HTTP response as a Python object.
-
-        The body of the HTTP response must be encoded using UTF-8, as per
-        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
-
-        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
-        your custom decoder instead.
-
-        If the body of the HTTP response is not decodable to UTF-8, a
-        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
-        valid JSON document, a `json.JSONDecodeError` will be raised.
-
-        Read more :ref:`here <json_content>`.
-
-        :returns: The body of the HTTP response as a Python object.
-        """
-        data = self.data.decode("utf-8")
-        return _json.loads(data)
-
-    @property
-    def url(self) -> str | None:
-        raise NotImplementedError()
-
-    @url.setter
-    def url(self, url: str | None) -> None:
-        raise NotImplementedError()
-
-    @property
-    def connection(self) -> BaseHTTPConnection | None:
-        raise NotImplementedError()
-
-    @property
-    def retries(self) -> Retry | None:
-        return self._retries
-
-    @retries.setter
-    def retries(self, retries: Retry | None) -> None:
-        # Override the request_url if retries has a redirect location.
-        if retries is not None and retries.history:
-            self.url = retries.history[-1].redirect_location
-        self._retries = retries
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Iterator[bytes]:
-        raise NotImplementedError()
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-        cache_content: bool = False,
-    ) -> bytes:
-        raise NotImplementedError()
-
-    def read1(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> bytes:
-        raise NotImplementedError()
-
-    def read_chunked(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> typing.Iterator[bytes]:
-        raise NotImplementedError()
-
-    def release_conn(self) -> None:
-        raise NotImplementedError()
-
-    def drain_conn(self) -> None:
-        raise NotImplementedError()
-
-    def close(self) -> None:
-        raise NotImplementedError()
-
-    def _init_decoder(self) -> None:
-        """
-        Set-up the _decoder attribute if necessary.
-        """
-        # Note: content-encoding value should be case-insensitive, per RFC 7230
-        # Section 3.2
-        content_encoding = self.headers.get("content-encoding", "").lower()
-        if self._decoder is None:
-            if content_encoding in self.CONTENT_DECODERS:
-                self._decoder = _get_decoder(content_encoding)
-            elif "," in content_encoding:
-                encodings = [
-                    e.strip()
-                    for e in content_encoding.split(",")
-                    if e.strip() in self.CONTENT_DECODERS
-                ]
-                if encodings:
-                    self._decoder = _get_decoder(content_encoding)
-
-    def _decode(
-        self, data: bytes, decode_content: bool | None, flush_decoder: bool
-    ) -> bytes:
-        """
-        Decode the data passed in and potentially flush the decoder.
-        """
-        if not decode_content:
-            if self._has_decoded_content:
-                raise RuntimeError(
-                    "Calling read(decode_content=False) is not supported after "
-                    "read(decode_content=True) was called."
-                )
-            return data
-
-        try:
-            if self._decoder:
-                data = self._decoder.decompress(data)
-                self._has_decoded_content = True
-        except self.DECODER_ERROR_CLASSES as e:
-            content_encoding = self.headers.get("content-encoding", "").lower()
-            raise DecodeError(
-                "Received response with content-encoding: %s, but "
-                "failed to decode it." % content_encoding,
-                e,
-            ) from e
-        if flush_decoder:
-            data += self._flush_decoder()
-
-        return data
-
-    def _flush_decoder(self) -> bytes:
-        """
-        Flushes the decoder. Should only be called if the decoder is actually
-        being used.
-        """
-        if self._decoder:
-            return self._decoder.decompress(b"") + self._decoder.flush()
-        return b""
-
-    # Compatibility methods for `io` module
-    def readinto(self, b: bytearray) -> int:
-        temp = self.read(len(b))
-        if len(temp) == 0:
-            return 0
-        else:
-            b[: len(temp)] = temp
-            return len(temp)
-
-    # Compatibility methods for http.client.HTTPResponse
-    def getheaders(self) -> HTTPHeaderDict:
-        warnings.warn(
-            "HTTPResponse.getheaders() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead access HTTPResponse.headers directly.",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        return self.headers
-
-    def getheader(self, name: str, default: str | None = None) -> str | None:
-        warnings.warn(
-            "HTTPResponse.getheader() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead use HTTPResponse.headers.get(name, default).",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        return self.headers.get(name, default)
-
-    # Compatibility method for http.cookiejar
-    def info(self) -> HTTPHeaderDict:
-        return self.headers
-
-    def geturl(self) -> str | None:
-        return self.url
-
-
-class HTTPResponse(BaseHTTPResponse):
-    """
-    HTTP Response container.
-
-    Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
-    loaded and decoded on-demand when the ``data`` property is accessed.  This
-    class is also compatible with the Python standard library's :mod:`io`
-    module, and can hence be treated as a readable object in the context of that
-    framework.
-
-    Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
-
-    :param preload_content:
-        If True, the response's body will be preloaded during construction.
-
-    :param decode_content:
-        If True, will attempt to decode the body based on the
-        'content-encoding' header.
-
-    :param original_response:
-        When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
-        object, it's convenient to include the original for debug purposes. It's
-        otherwise unused.
-
-    :param retries:
-        The retries contains the last :class:`~urllib3.util.retry.Retry` that
-        was used during the request.
-
-    :param enforce_content_length:
-        Enforce content length checking. Body returned by server must match
-        value of Content-Length header, if present. Otherwise, raise error.
-    """
-
-    def __init__(
-        self,
-        body: _TYPE_BODY = "",
-        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
-        status: int = 0,
-        version: int = 0,
-        version_string: str = "HTTP/?",
-        reason: str | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        original_response: _HttplibHTTPResponse | None = None,
-        pool: HTTPConnectionPool | None = None,
-        connection: HTTPConnection | None = None,
-        msg: _HttplibHTTPMessage | None = None,
-        retries: Retry | None = None,
-        enforce_content_length: bool = True,
-        request_method: str | None = None,
-        request_url: str | None = None,
-        auto_close: bool = True,
-    ) -> None:
-        super().__init__(
-            headers=headers,
-            status=status,
-            version=version,
-            version_string=version_string,
-            reason=reason,
-            decode_content=decode_content,
-            request_url=request_url,
-            retries=retries,
-        )
-
-        self.enforce_content_length = enforce_content_length
-        self.auto_close = auto_close
-
-        self._body = None
-        self._fp: _HttplibHTTPResponse | None = None
-        self._original_response = original_response
-        self._fp_bytes_read = 0
-        self.msg = msg
-
-        if body and isinstance(body, (str, bytes)):
-            self._body = body
-
-        self._pool = pool
-        self._connection = connection
-
-        if hasattr(body, "read"):
-            self._fp = body  # type: ignore[assignment]
-
-        # Are we using the chunked-style of transfer encoding?
-        self.chunk_left: int | None = None
-
-        # Determine length of response
-        self.length_remaining = self._init_length(request_method)
-
-        # Used to return the correct amount of bytes for partial read()s
-        self._decoded_buffer = BytesQueueBuffer()
-
-        # If requested, preload the body.
-        if preload_content and not self._body:
-            self._body = self.read(decode_content=decode_content)
-
-    def release_conn(self) -> None:
-        if not self._pool or not self._connection:
-            return None
-
-        self._pool._put_conn(self._connection)
-        self._connection = None
-
-    def drain_conn(self) -> None:
-        """
-        Read and discard any remaining HTTP response data in the response connection.
-
-        Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
-        """
-        try:
-            self.read()
-        except (HTTPError, OSError, BaseSSLError, HTTPException):
-            pass
-
-    @property
-    def data(self) -> bytes:
-        # For backwards-compat with earlier urllib3 0.4 and earlier.
-        if self._body:
-            return self._body  # type: ignore[return-value]
-
-        if self._fp:
-            return self.read(cache_content=True)
-
-        return None  # type: ignore[return-value]
-
-    @property
-    def connection(self) -> HTTPConnection | None:
-        return self._connection
-
-    def isclosed(self) -> bool:
-        return is_fp_closed(self._fp)
-
-    def tell(self) -> int:
-        """
-        Obtain the number of bytes pulled over the wire so far. May differ from
-        the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
-        if bytes are encoded on the wire (e.g, compressed).
-        """
-        return self._fp_bytes_read
-
-    def _init_length(self, request_method: str | None) -> int | None:
-        """
-        Set initial length value for Response content if available.
-        """
-        length: int | None
-        content_length: str | None = self.headers.get("content-length")
-
-        if content_length is not None:
-            if self.chunked:
-                # This Response will fail with an IncompleteRead if it can't be
-                # received as chunked. This method falls back to attempt reading
-                # the response before raising an exception.
-                log.warning(
-                    "Received response with both Content-Length and "
-                    "Transfer-Encoding set. This is expressly forbidden "
-                    "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
-                    "attempting to process response as Transfer-Encoding: "
-                    "chunked."
-                )
-                return None
-
-            try:
-                # RFC 7230 section 3.3.2 specifies multiple content lengths can
-                # be sent in a single Content-Length header
-                # (e.g. Content-Length: 42, 42). This line ensures the values
-                # are all valid ints and that as long as the `set` length is 1,
-                # all values are the same. Otherwise, the header is invalid.
-                lengths = {int(val) for val in content_length.split(",")}
-                if len(lengths) > 1:
-                    raise InvalidHeader(
-                        "Content-Length contained multiple "
-                        "unmatching values (%s)" % content_length
-                    )
-                length = lengths.pop()
-            except ValueError:
-                length = None
-            else:
-                if length < 0:
-                    length = None
-
-        else:  # if content_length is None
-            length = None
-
-        # Convert status to int for comparison
-        # In some cases, httplib returns a status of "_UNKNOWN"
-        try:
-            status = int(self.status)
-        except ValueError:
-            status = 0
-
-        # Check for responses that shouldn't include a body
-        if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
-            length = 0
-
-        return length
-
-    @contextmanager
-    def _error_catcher(self) -> typing.Generator[None, None, None]:
-        """
-        Catch low-level python exceptions, instead re-raising urllib3
-        variants, so that low-level exceptions are not leaked in the
-        high-level api.
-
-        On exit, release the connection back to the pool.
-        """
-        clean_exit = False
-
-        try:
-            try:
-                yield
-
-            except SocketTimeout as e:
-                # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
-                # there is yet no clean way to get at it from this context.
-                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
-
-            except BaseSSLError as e:
-                # FIXME: Is there a better way to differentiate between SSLErrors?
-                if "read operation timed out" not in str(e):
-                    # SSL errors related to framing/MAC get wrapped and reraised here
-                    raise SSLError(e) from e
-
-                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
-
-            except IncompleteRead as e:
-                if (
-                    e.expected is not None
-                    and e.partial is not None
-                    and e.expected == -e.partial
-                ):
-                    arg = "Response may not contain content."
-                else:
-                    arg = f"Connection broken: {e!r}"
-                raise ProtocolError(arg, e) from e
-
-            except (HTTPException, OSError) as e:
-                raise ProtocolError(f"Connection broken: {e!r}", e) from e
-
-            # If no exception is thrown, we should avoid cleaning up
-            # unnecessarily.
-            clean_exit = True
-        finally:
-            # If we didn't terminate cleanly, we need to throw away our
-            # connection.
-            if not clean_exit:
-                # The response may not be closed but we're not going to use it
-                # anymore so close it now to ensure that the connection is
-                # released back to the pool.
-                if self._original_response:
-                    self._original_response.close()
-
-                # Closing the response may not actually be sufficient to close
-                # everything, so if we have a hold of the connection close that
-                # too.
-                if self._connection:
-                    self._connection.close()
-
-            # If we hold the original response but it's closed now, we should
-            # return the connection back to the pool.
-            if self._original_response and self._original_response.isclosed():
-                self.release_conn()
-
-    def _fp_read(
-        self,
-        amt: int | None = None,
-        *,
-        read1: bool = False,
-    ) -> bytes:
-        """
-        Read a response with the thought that reading the number of bytes
-        larger than can fit in a 32-bit int at a time via SSL in some
-        known cases leads to an overflow error that has to be prevented
-        if `amt` or `self.length_remaining` indicate that a problem may
-        happen.
-
-        The known cases:
-          * 3.8 <= CPython < 3.9.7 because of a bug
-            https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
-          * urllib3 injected with pyOpenSSL-backed SSL-support.
-          * CPython < 3.10 only when `amt` does not fit 32-bit int.
-        """
-        assert self._fp
-        c_int_max = 2**31 - 1
-        if (
-            (amt and amt > c_int_max)
-            or (
-                amt is None
-                and self.length_remaining
-                and self.length_remaining > c_int_max
-            )
-        ) and (util.IS_PYOPENSSL or sys.version_info < (3, 10)):
-            if read1:
-                return self._fp.read1(c_int_max)
-            buffer = io.BytesIO()
-            # Besides `max_chunk_amt` being a maximum chunk size, it
-            # affects memory overhead of reading a response by this
-            # method in CPython.
-            # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
-            # chunk size that does not lead to an overflow error, but
-            # 256 MiB is a compromise.
-            max_chunk_amt = 2**28
-            while amt is None or amt != 0:
-                if amt is not None:
-                    chunk_amt = min(amt, max_chunk_amt)
-                    amt -= chunk_amt
-                else:
-                    chunk_amt = max_chunk_amt
-                data = self._fp.read(chunk_amt)
-                if not data:
-                    break
-                buffer.write(data)
-                del data  # to reduce peak memory usage by `max_chunk_amt`.
-            return buffer.getvalue()
-        elif read1:
-            return self._fp.read1(amt) if amt is not None else self._fp.read1()
-        else:
-            # StringIO doesn't like amt=None
-            return self._fp.read(amt) if amt is not None else self._fp.read()
-
-    def _raw_read(
-        self,
-        amt: int | None = None,
-        *,
-        read1: bool = False,
-    ) -> bytes:
-        """
-        Reads `amt` of bytes from the socket.
-        """
-        if self._fp is None:
-            return None  # type: ignore[return-value]
-
-        fp_closed = getattr(self._fp, "closed", False)
-
-        with self._error_catcher():
-            data = self._fp_read(amt, read1=read1) if not fp_closed else b""
-            if amt is not None and amt != 0 and not data:
-                # Platform-specific: Buggy versions of Python.
-                # Close the connection when no data is returned
-                #
-                # This is redundant to what httplib/http.client _should_
-                # already do.  However, versions of python released before
-                # December 15, 2012 (http://bugs.python.org/issue16298) do
-                # not properly close the connection in all cases. There is
-                # no harm in redundantly calling close.
-                self._fp.close()
-                if (
-                    self.enforce_content_length
-                    and self.length_remaining is not None
-                    and self.length_remaining != 0
-                ):
-                    # This is an edge case that httplib failed to cover due
-                    # to concerns of backward compatibility. We're
-                    # addressing it here to make sure IncompleteRead is
-                    # raised during streaming, so all calls with incorrect
-                    # Content-Length are caught.
-                    raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
-            elif read1 and (
-                (amt != 0 and not data) or self.length_remaining == len(data)
-            ):
-                # All data has been read, but `self._fp.read1` in
-                # CPython 3.12 and older doesn't always close
-                # `http.client.HTTPResponse`, so we close it here.
-                # See https://github.com/python/cpython/issues/113199
-                self._fp.close()
-
-        if data:
-            self._fp_bytes_read += len(data)
-            if self.length_remaining is not None:
-                self.length_remaining -= len(data)
-        return data
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-        cache_content: bool = False,
-    ) -> bytes:
-        """
-        Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
-        parameters: ``decode_content`` and ``cache_content``.
-
-        :param amt:
-            How much of the content to read. If specified, caching is skipped
-            because it doesn't make sense to cache partial content as the full
-            response.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param cache_content:
-            If True, will save the returned data such that the same result is
-            returned despite of the state of the underlying file object. This
-            is useful if you want the ``.data`` property to continue working
-            after having ``.read()`` the file object. (Overridden if ``amt`` is
-            set.)
-        """
-        self._init_decoder()
-        if decode_content is None:
-            decode_content = self.decode_content
-
-        if amt and amt < 0:
-            # Negative numbers and `None` should be treated the same.
-            amt = None
-        elif amt is not None:
-            cache_content = False
-
-            if len(self._decoded_buffer) >= amt:
-                return self._decoded_buffer.get(amt)
-
-        data = self._raw_read(amt)
-
-        flush_decoder = amt is None or (amt != 0 and not data)
-
-        if not data and len(self._decoded_buffer) == 0:
-            return data
-
-        if amt is None:
-            data = self._decode(data, decode_content, flush_decoder)
-            if cache_content:
-                self._body = data
-        else:
-            # do not waste memory on buffer when not decoding
-            if not decode_content:
-                if self._has_decoded_content:
-                    raise RuntimeError(
-                        "Calling read(decode_content=False) is not supported after "
-                        "read(decode_content=True) was called."
-                    )
-                return data
-
-            decoded_data = self._decode(data, decode_content, flush_decoder)
-            self._decoded_buffer.put(decoded_data)
-
-            while len(self._decoded_buffer) < amt and data:
-                # TODO make sure to initially read enough data to get past the headers
-                # For example, the GZ file header takes 10 bytes, we don't want to read
-                # it one byte at a time
-                data = self._raw_read(amt)
-                decoded_data = self._decode(data, decode_content, flush_decoder)
-                self._decoded_buffer.put(decoded_data)
-            data = self._decoded_buffer.get(amt)
-
-        return data
-
-    def read1(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> bytes:
-        """
-        Similar to ``http.client.HTTPResponse.read1`` and documented
-        in :meth:`io.BufferedReader.read1`, but with an additional parameter:
-        ``decode_content``.
-
-        :param amt:
-            How much of the content to read.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        if decode_content is None:
-            decode_content = self.decode_content
-        if amt and amt < 0:
-            # Negative numbers and `None` should be treated the same.
-            amt = None
-        # try and respond without going to the network
-        if self._has_decoded_content:
-            if not decode_content:
-                raise RuntimeError(
-                    "Calling read1(decode_content=False) is not supported after "
-                    "read1(decode_content=True) was called."
-                )
-            if len(self._decoded_buffer) > 0:
-                if amt is None:
-                    return self._decoded_buffer.get_all()
-                return self._decoded_buffer.get(amt)
-        if amt == 0:
-            return b""
-
-        # FIXME, this method's type doesn't say returning None is possible
-        data = self._raw_read(amt, read1=True)
-        if not decode_content or data is None:
-            return data
-
-        self._init_decoder()
-        while True:
-            flush_decoder = not data
-            decoded_data = self._decode(data, decode_content, flush_decoder)
-            self._decoded_buffer.put(decoded_data)
-            if decoded_data or flush_decoder:
-                break
-            data = self._raw_read(8192, read1=True)
-
-        if amt is None:
-            return self._decoded_buffer.get_all()
-        return self._decoded_buffer.get(amt)
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        A generator wrapper for the read() method. A call will block until
-        ``amt`` bytes have been read from the connection or until the
-        connection is closed.
-
-        :param amt:
-            How much of the content to read. The generator will return up to
-            much data per iteration, but may return less. This is particularly
-            likely when using compressed data. However, the empty string will
-            never be returned.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        if self.chunked and self.supports_chunked_reads():
-            yield from self.read_chunked(amt, decode_content=decode_content)
-        else:
-            while not is_fp_closed(self._fp) or len(self._decoded_buffer) > 0:
-                data = self.read(amt=amt, decode_content=decode_content)
-
-                if data:
-                    yield data
-
-    # Overrides from io.IOBase
-    def readable(self) -> bool:
-        return True
-
-    def close(self) -> None:
-        if not self.closed and self._fp:
-            self._fp.close()
-
-        if self._connection:
-            self._connection.close()
-
-        if not self.auto_close:
-            io.IOBase.close(self)
-
-    @property
-    def closed(self) -> bool:
-        if not self.auto_close:
-            return io.IOBase.closed.__get__(self)  # type: ignore[no-any-return]
-        elif self._fp is None:
-            return True
-        elif hasattr(self._fp, "isclosed"):
-            return self._fp.isclosed()
-        elif hasattr(self._fp, "closed"):
-            return self._fp.closed
-        else:
-            return True
-
-    def fileno(self) -> int:
-        if self._fp is None:
-            raise OSError("HTTPResponse has no file to get a fileno from")
-        elif hasattr(self._fp, "fileno"):
-            return self._fp.fileno()
-        else:
-            raise OSError(
-                "The file-like object this HTTPResponse is wrapped "
-                "around has no file descriptor"
-            )
-
-    def flush(self) -> None:
-        if (
-            self._fp is not None
-            and hasattr(self._fp, "flush")
-            and not getattr(self._fp, "closed", False)
-        ):
-            return self._fp.flush()
-
-    def supports_chunked_reads(self) -> bool:
-        """
-        Checks if the underlying file-like object looks like a
-        :class:`http.client.HTTPResponse` object. We do this by testing for
-        the fp attribute. If it is present we assume it returns raw chunks as
-        processed by read_chunked().
-        """
-        return hasattr(self._fp, "fp")
-
-    def _update_chunk_length(self) -> None:
-        # First, we'll figure out length of a chunk and then
-        # we'll try to read it from socket.
-        if self.chunk_left is not None:
-            return None
-        line = self._fp.fp.readline()  # type: ignore[union-attr]
-        line = line.split(b";", 1)[0]
-        try:
-            self.chunk_left = int(line, 16)
-        except ValueError:
-            self.close()
-            if line:
-                # Invalid chunked protocol response, abort.
-                raise InvalidChunkLength(self, line) from None
-            else:
-                # Truncated at start of next chunk
-                raise ProtocolError("Response ended prematurely") from None
-
-    def _handle_chunk(self, amt: int | None) -> bytes:
-        returned_chunk = None
-        if amt is None:
-            chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
-            returned_chunk = chunk
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-        elif self.chunk_left is not None and amt < self.chunk_left:
-            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
-            self.chunk_left = self.chunk_left - amt
-            returned_chunk = value
-        elif amt == self.chunk_left:
-            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-            returned_chunk = value
-        else:  # amt > self.chunk_left
-            returned_chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-        return returned_chunk  # type: ignore[no-any-return]
-
-    def read_chunked(
-        self, amt: int | None = None, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        Similar to :meth:`HTTPResponse.read`, but with an additional
-        parameter: ``decode_content``.
-
-        :param amt:
-            How much of the content to read. If specified, caching is skipped
-            because it doesn't make sense to cache partial content as the full
-            response.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        self._init_decoder()
-        # FIXME: Rewrite this method and make it a class with a better structured logic.
-        if not self.chunked:
-            raise ResponseNotChunked(
-                "Response is not chunked. "
-                "Header 'transfer-encoding: chunked' is missing."
-            )
-        if not self.supports_chunked_reads():
-            raise BodyNotHttplibCompatible(
-                "Body should be http.client.HTTPResponse like. "
-                "It should have have an fp attribute which returns raw chunks."
-            )
-
-        with self._error_catcher():
-            # Don't bother reading the body of a HEAD request.
-            if self._original_response and is_response_to_head(self._original_response):
-                self._original_response.close()
-                return None
-
-            # If a response is already read and closed
-            # then return immediately.
-            if self._fp.fp is None:  # type: ignore[union-attr]
-                return None
-
-            if amt and amt < 0:
-                # Negative numbers and `None` should be treated the same,
-                # but httplib handles only `None` correctly.
-                amt = None
-
-            while True:
-                self._update_chunk_length()
-                if self.chunk_left == 0:
-                    break
-                chunk = self._handle_chunk(amt)
-                decoded = self._decode(
-                    chunk, decode_content=decode_content, flush_decoder=False
-                )
-                if decoded:
-                    yield decoded
-
-            if decode_content:
-                # On CPython and PyPy, we should never need to flush the
-                # decoder. However, on Jython we *might* need to, so
-                # lets defensively do it anyway.
-                decoded = self._flush_decoder()
-                if decoded:  # Platform-specific: Jython.
-                    yield decoded
-
-            # Chunk content ends with \r\n: discard it.
-            while self._fp is not None:
-                line = self._fp.fp.readline()
-                if not line:
-                    # Some sites may not end with '\r\n'.
-                    break
-                if line == b"\r\n":
-                    break
-
-            # We read everything; close the "file".
-            if self._original_response:
-                self._original_response.close()
-
-    @property
-    def url(self) -> str | None:
-        """
-        Returns the URL that was the source of this response.
-        If the request that generated this response redirected, this method
-        will return the final redirect location.
-        """
-        return self._request_url
-
-    @url.setter
-    def url(self, url: str) -> None:
-        self._request_url = url
-
-    def __iter__(self) -> typing.Iterator[bytes]:
-        buffer: list[bytes] = []
-        for chunk in self.stream(decode_content=True):
-            if b"\n" in chunk:
-                chunks = chunk.split(b"\n")
-                yield b"".join(buffer) + chunks[0] + b"\n"
-                for x in chunks[1:-1]:
-                    yield x + b"\n"
-                if chunks[-1]:
-                    buffer = [chunks[-1]]
-                else:
-                    buffer = []
-            else:
-                buffer.append(chunk)
-        if buffer:
-            yield b"".join(buffer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
deleted file mode 100644
index 534126033..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# For backwards compatibility, provide imports that used to be here.
-from __future__ import annotations
-
-from .connection import is_connection_dropped
-from .request import SKIP_HEADER, SKIPPABLE_HEADERS, make_headers
-from .response import is_fp_closed
-from .retry import Retry
-from .ssl_ import (
-    ALPN_PROTOCOLS,
-    IS_PYOPENSSL,
-    SSLContext,
-    assert_fingerprint,
-    create_urllib3_context,
-    resolve_cert_reqs,
-    resolve_ssl_version,
-    ssl_wrap_socket,
-)
-from .timeout import Timeout
-from .url import Url, parse_url
-from .wait import wait_for_read, wait_for_write
-
-__all__ = (
-    "IS_PYOPENSSL",
-    "SSLContext",
-    "ALPN_PROTOCOLS",
-    "Retry",
-    "Timeout",
-    "Url",
-    "assert_fingerprint",
-    "create_urllib3_context",
-    "is_connection_dropped",
-    "is_fp_closed",
-    "parse_url",
-    "make_headers",
-    "resolve_cert_reqs",
-    "resolve_ssl_version",
-    "ssl_wrap_socket",
-    "wait_for_read",
-    "wait_for_write",
-    "SKIP_HEADER",
-    "SKIPPABLE_HEADERS",
-)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
deleted file mode 100644
index 5c7da73f4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
+++ /dev/null
@@ -1,137 +0,0 @@
-from __future__ import annotations
-
-import socket
-import typing
-
-from ..exceptions import LocationParseError
-from .timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-
-_TYPE_SOCKET_OPTIONS = typing.Sequence[typing.Tuple[int, int, typing.Union[int, bytes]]]
-
-if typing.TYPE_CHECKING:
-    from .._base_connection import BaseHTTPConnection
-
-
-def is_connection_dropped(conn: BaseHTTPConnection) -> bool:  # Platform-specific
-    """
-    Returns True if the connection is dropped and should be closed.
-    :param conn: :class:`urllib3.connection.HTTPConnection` object.
-    """
-    return not conn.is_connected
-
-
-# This function is copied from socket.py in the Python 2.7 standard
-# library test suite. Added to its signature is only `socket_options`.
-# One additional modification is that we avoid binding to IPv6 servers
-# discovered in DNS if the system doesn't have IPv6 functionality.
-def create_connection(
-    address: tuple[str, int],
-    timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-    source_address: tuple[str, int] | None = None,
-    socket_options: _TYPE_SOCKET_OPTIONS | None = None,
-) -> socket.socket:
-    """Connect to *address* and return the socket object.
-
-    Convenience function.  Connect to *address* (a 2-tuple ``(host,
-    port)``) and return the socket object.  Passing the optional
-    *timeout* parameter will set the timeout on the socket instance
-    before attempting to connect.  If no *timeout* is supplied, the
-    global default timeout setting returned by :func:`socket.getdefaulttimeout`
-    is used.  If *source_address* is set it must be a tuple of (host, port)
-    for the socket to bind as a source address before making the connection.
-    An host of '' or port 0 tells the OS to use the default.
-    """
-
-    host, port = address
-    if host.startswith("["):
-        host = host.strip("[]")
-    err = None
-
-    # Using the value from allowed_gai_family() in the context of getaddrinfo lets
-    # us select whether to work with IPv4 DNS records, IPv6 records, or both.
-    # The original create_connection function always returns all records.
-    family = allowed_gai_family()
-
-    try:
-        host.encode("idna")
-    except UnicodeError:
-        raise LocationParseError(f"'{host}', label empty or too long") from None
-
-    for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
-        af, socktype, proto, canonname, sa = res
-        sock = None
-        try:
-            sock = socket.socket(af, socktype, proto)
-
-            # If provided, set socket level options before connecting.
-            _set_socket_options(sock, socket_options)
-
-            if timeout is not _DEFAULT_TIMEOUT:
-                sock.settimeout(timeout)
-            if source_address:
-                sock.bind(source_address)
-            sock.connect(sa)
-            # Break explicitly a reference cycle
-            err = None
-            return sock
-
-        except OSError as _:
-            err = _
-            if sock is not None:
-                sock.close()
-
-    if err is not None:
-        try:
-            raise err
-        finally:
-            # Break explicitly a reference cycle
-            err = None
-    else:
-        raise OSError("getaddrinfo returns an empty list")
-
-
-def _set_socket_options(
-    sock: socket.socket, options: _TYPE_SOCKET_OPTIONS | None
-) -> None:
-    if options is None:
-        return
-
-    for opt in options:
-        sock.setsockopt(*opt)
-
-
-def allowed_gai_family() -> socket.AddressFamily:
-    """This function is designed to work in the context of
-    getaddrinfo, where family=socket.AF_UNSPEC is the default and
-    will perform a DNS search for both IPv6 and IPv4 records."""
-
-    family = socket.AF_INET
-    if HAS_IPV6:
-        family = socket.AF_UNSPEC
-    return family
-
-
-def _has_ipv6(host: str) -> bool:
-    """Returns True if the system can bind an IPv6 address."""
-    sock = None
-    has_ipv6 = False
-
-    if socket.has_ipv6:
-        # has_ipv6 returns true if cPython was compiled with IPv6 support.
-        # It does not tell us if the system has IPv6 support enabled. To
-        # determine that we must bind to an IPv6 address.
-        # https://github.com/urllib3/urllib3/pull/611
-        # https://bugs.python.org/issue658327
-        try:
-            sock = socket.socket(socket.AF_INET6)
-            sock.bind((host, 0))
-            has_ipv6 = True
-        except Exception:
-            pass
-
-    if sock:
-        sock.close()
-    return has_ipv6
-
-
-HAS_IPV6 = _has_ipv6("::1")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
deleted file mode 100644
index 908fc6621..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
+++ /dev/null
@@ -1,43 +0,0 @@
-from __future__ import annotations
-
-import typing
-
-from .url import Url
-
-if typing.TYPE_CHECKING:
-    from ..connection import ProxyConfig
-
-
-def connection_requires_http_tunnel(
-    proxy_url: Url | None = None,
-    proxy_config: ProxyConfig | None = None,
-    destination_scheme: str | None = None,
-) -> bool:
-    """
-    Returns True if the connection requires an HTTP CONNECT through the proxy.
-
-    :param URL proxy_url:
-        URL of the proxy.
-    :param ProxyConfig proxy_config:
-        Proxy configuration from poolmanager.py
-    :param str destination_scheme:
-        The scheme of the destination. (i.e https, http, etc)
-    """
-    # If we're not using a proxy, no way to use a tunnel.
-    if proxy_url is None:
-        return False
-
-    # HTTP destinations never require tunneling, we always forward.
-    if destination_scheme == "http":
-        return False
-
-    # Support for forwarding with HTTPS proxies and HTTPS destinations.
-    if (
-        proxy_url.scheme == "https"
-        and proxy_config
-        and proxy_config.use_forwarding_for_https
-    ):
-        return False
-
-    # Otherwise always use a tunnel.
-    return True
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
deleted file mode 100644
index 859597e27..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
+++ /dev/null
@@ -1,256 +0,0 @@
-from __future__ import annotations
-
-import io
-import typing
-from base64 import b64encode
-from enum import Enum
-
-from ..exceptions import UnrewindableBodyError
-from .util import to_bytes
-
-if typing.TYPE_CHECKING:
-    from typing import Final
-
-# Pass as a value within ``headers`` to skip
-# emitting some HTTP headers that are added automatically.
-# The only headers that are supported are ``Accept-Encoding``,
-# ``Host``, and ``User-Agent``.
-SKIP_HEADER = "@@@SKIP_HEADER@@@"
-SKIPPABLE_HEADERS = frozenset(["accept-encoding", "host", "user-agent"])
-
-ACCEPT_ENCODING = "gzip,deflate"
-try:
-    try:
-        import brotlicffi as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
-    except ImportError:
-        import brotli as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
-except ImportError:
-    pass
-else:
-    ACCEPT_ENCODING += ",br"
-try:
-    import zstandard as _unused_module_zstd  # noqa: F401
-except ImportError:
-    pass
-else:
-    ACCEPT_ENCODING += ",zstd"
-
-
-class _TYPE_FAILEDTELL(Enum):
-    token = 0
-
-
-_FAILEDTELL: Final[_TYPE_FAILEDTELL] = _TYPE_FAILEDTELL.token
-
-_TYPE_BODY_POSITION = typing.Union[int, _TYPE_FAILEDTELL]
-
-# When sending a request with these methods we aren't expecting
-# a body so don't need to set an explicit 'Content-Length: 0'
-# The reason we do this in the negative instead of tracking methods
-# which 'should' have a body is because unknown methods should be
-# treated as if they were 'POST' which *does* expect a body.
-_METHODS_NOT_EXPECTING_BODY = {"GET", "HEAD", "DELETE", "TRACE", "OPTIONS", "CONNECT"}
-
-
-def make_headers(
-    keep_alive: bool | None = None,
-    accept_encoding: bool | list[str] | str | None = None,
-    user_agent: str | None = None,
-    basic_auth: str | None = None,
-    proxy_basic_auth: str | None = None,
-    disable_cache: bool | None = None,
-) -> dict[str, str]:
-    """
-    Shortcuts for generating request headers.
-
-    :param keep_alive:
-        If ``True``, adds 'connection: keep-alive' header.
-
-    :param accept_encoding:
-        Can be a boolean, list, or string.
-        ``True`` translates to 'gzip,deflate'.  If either the ``brotli`` or
-        ``brotlicffi`` package is installed 'gzip,deflate,br' is used instead.
-        List will get joined by comma.
-        String will be used as provided.
-
-    :param user_agent:
-        String representing the user-agent you want, such as
-        "python-urllib3/0.6"
-
-    :param basic_auth:
-        Colon-separated username:password string for 'authorization: basic ...'
-        auth header.
-
-    :param proxy_basic_auth:
-        Colon-separated username:password string for 'proxy-authorization: basic ...'
-        auth header.
-
-    :param disable_cache:
-        If ``True``, adds 'cache-control: no-cache' header.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        print(urllib3.util.make_headers(keep_alive=True, user_agent="Batman/1.0"))
-        # {'connection': 'keep-alive', 'user-agent': 'Batman/1.0'}
-        print(urllib3.util.make_headers(accept_encoding=True))
-        # {'accept-encoding': 'gzip,deflate'}
-    """
-    headers: dict[str, str] = {}
-    if accept_encoding:
-        if isinstance(accept_encoding, str):
-            pass
-        elif isinstance(accept_encoding, list):
-            accept_encoding = ",".join(accept_encoding)
-        else:
-            accept_encoding = ACCEPT_ENCODING
-        headers["accept-encoding"] = accept_encoding
-
-    if user_agent:
-        headers["user-agent"] = user_agent
-
-    if keep_alive:
-        headers["connection"] = "keep-alive"
-
-    if basic_auth:
-        headers[
-            "authorization"
-        ] = f"Basic {b64encode(basic_auth.encode('latin-1')).decode()}"
-
-    if proxy_basic_auth:
-        headers[
-            "proxy-authorization"
-        ] = f"Basic {b64encode(proxy_basic_auth.encode('latin-1')).decode()}"
-
-    if disable_cache:
-        headers["cache-control"] = "no-cache"
-
-    return headers
-
-
-def set_file_position(
-    body: typing.Any, pos: _TYPE_BODY_POSITION | None
-) -> _TYPE_BODY_POSITION | None:
-    """
-    If a position is provided, move file to that point.
-    Otherwise, we'll attempt to record a position for future use.
-    """
-    if pos is not None:
-        rewind_body(body, pos)
-    elif getattr(body, "tell", None) is not None:
-        try:
-            pos = body.tell()
-        except OSError:
-            # This differentiates from None, allowing us to catch
-            # a failed `tell()` later when trying to rewind the body.
-            pos = _FAILEDTELL
-
-    return pos
-
-
-def rewind_body(body: typing.IO[typing.AnyStr], body_pos: _TYPE_BODY_POSITION) -> None:
-    """
-    Attempt to rewind body to a certain position.
-    Primarily used for request redirects and retries.
-
-    :param body:
-        File-like object that supports seek.
-
-    :param int pos:
-        Position to seek to in file.
-    """
-    body_seek = getattr(body, "seek", None)
-    if body_seek is not None and isinstance(body_pos, int):
-        try:
-            body_seek(body_pos)
-        except OSError as e:
-            raise UnrewindableBodyError(
-                "An error occurred when rewinding request body for redirect/retry."
-            ) from e
-    elif body_pos is _FAILEDTELL:
-        raise UnrewindableBodyError(
-            "Unable to record file position for rewinding "
-            "request body during a redirect/retry."
-        )
-    else:
-        raise ValueError(
-            f"body_pos must be of type integer, instead it was {type(body_pos)}."
-        )
-
-
-class ChunksAndContentLength(typing.NamedTuple):
-    chunks: typing.Iterable[bytes] | None
-    content_length: int | None
-
-
-def body_to_chunks(
-    body: typing.Any | None, method: str, blocksize: int
-) -> ChunksAndContentLength:
-    """Takes the HTTP request method, body, and blocksize and
-    transforms them into an iterable of chunks to pass to
-    socket.sendall() and an optional 'Content-Length' header.
-
-    A 'Content-Length' of 'None' indicates the length of the body
-    can't be determined so should use 'Transfer-Encoding: chunked'
-    for framing instead.
-    """
-
-    chunks: typing.Iterable[bytes] | None
-    content_length: int | None
-
-    # No body, we need to make a recommendation on 'Content-Length'
-    # based on whether that request method is expected to have
-    # a body or not.
-    if body is None:
-        chunks = None
-        if method.upper() not in _METHODS_NOT_EXPECTING_BODY:
-            content_length = 0
-        else:
-            content_length = None
-
-    # Bytes or strings become bytes
-    elif isinstance(body, (str, bytes)):
-        chunks = (to_bytes(body),)
-        content_length = len(chunks[0])
-
-    # File-like object, TODO: use seek() and tell() for length?
-    elif hasattr(body, "read"):
-
-        def chunk_readable() -> typing.Iterable[bytes]:
-            nonlocal body, blocksize
-            encode = isinstance(body, io.TextIOBase)
-            while True:
-                datablock = body.read(blocksize)
-                if not datablock:
-                    break
-                if encode:
-                    datablock = datablock.encode("iso-8859-1")
-                yield datablock
-
-        chunks = chunk_readable()
-        content_length = None
-
-    # Otherwise we need to start checking via duck-typing.
-    else:
-        try:
-            # Check if the body implements the buffer API.
-            mv = memoryview(body)
-        except TypeError:
-            try:
-                # Check if the body is an iterable
-                chunks = iter(body)
-                content_length = None
-            except TypeError:
-                raise TypeError(
-                    f"'body' must be a bytes-like object, file-like "
-                    f"object, or iterable. Instead was {body!r}"
-                ) from None
-        else:
-            # Since it implements the buffer API can be passed directly to socket.sendall()
-            chunks = (body,)
-            content_length = mv.nbytes
-
-    return ChunksAndContentLength(chunks=chunks, content_length=content_length)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
deleted file mode 100644
index 0f4578696..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
+++ /dev/null
@@ -1,101 +0,0 @@
-from __future__ import annotations
-
-import http.client as httplib
-from email.errors import MultipartInvariantViolationDefect, StartBoundaryNotFoundDefect
-
-from ..exceptions import HeaderParsingError
-
-
-def is_fp_closed(obj: object) -> bool:
-    """
-    Checks whether a given file-like object is closed.
-
-    :param obj:
-        The file-like object to check.
-    """
-
-    try:
-        # Check `isclosed()` first, in case Python3 doesn't set `closed`.
-        # GH Issue #928
-        return obj.isclosed()  # type: ignore[no-any-return, attr-defined]
-    except AttributeError:
-        pass
-
-    try:
-        # Check via the official file-like-object way.
-        return obj.closed  # type: ignore[no-any-return, attr-defined]
-    except AttributeError:
-        pass
-
-    try:
-        # Check if the object is a container for another file-like object that
-        # gets released on exhaustion (e.g. HTTPResponse).
-        return obj.fp is None  # type: ignore[attr-defined]
-    except AttributeError:
-        pass
-
-    raise ValueError("Unable to determine whether fp is closed.")
-
-
-def assert_header_parsing(headers: httplib.HTTPMessage) -> None:
-    """
-    Asserts whether all headers have been successfully parsed.
-    Extracts encountered errors from the result of parsing headers.
-
-    Only works on Python 3.
-
-    :param http.client.HTTPMessage headers: Headers to verify.
-
-    :raises urllib3.exceptions.HeaderParsingError:
-        If parsing errors are found.
-    """
-
-    # This will fail silently if we pass in the wrong kind of parameter.
-    # To make debugging easier add an explicit check.
-    if not isinstance(headers, httplib.HTTPMessage):
-        raise TypeError(f"expected httplib.Message, got {type(headers)}.")
-
-    unparsed_data = None
-
-    # get_payload is actually email.message.Message.get_payload;
-    # we're only interested in the result if it's not a multipart message
-    if not headers.is_multipart():
-        payload = headers.get_payload()
-
-        if isinstance(payload, (bytes, str)):
-            unparsed_data = payload
-
-    # httplib is assuming a response body is available
-    # when parsing headers even when httplib only sends
-    # header data to parse_headers() This results in
-    # defects on multipart responses in particular.
-    # See: https://github.com/urllib3/urllib3/issues/800
-
-    # So we ignore the following defects:
-    # - StartBoundaryNotFoundDefect:
-    #     The claimed start boundary was never found.
-    # - MultipartInvariantViolationDefect:
-    #     A message claimed to be a multipart but no subparts were found.
-    defects = [
-        defect
-        for defect in headers.defects
-        if not isinstance(
-            defect, (StartBoundaryNotFoundDefect, MultipartInvariantViolationDefect)
-        )
-    ]
-
-    if defects or unparsed_data:
-        raise HeaderParsingError(defects=defects, unparsed_data=unparsed_data)
-
-
-def is_response_to_head(response: httplib.HTTPResponse) -> bool:
-    """
-    Checks whether the request of a response has been a HEAD-request.
-
-    :param http.client.HTTPResponse response:
-        Response to check if the originating request
-        used 'HEAD' as a method.
-    """
-    # FIXME: Can we do this somehow without accessing private httplib _method?
-    method_str = response._method  # type: str  # type: ignore[attr-defined]
-    return method_str.upper() == "HEAD"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
deleted file mode 100644
index 0456cceba..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
+++ /dev/null
@@ -1,533 +0,0 @@
-from __future__ import annotations
-
-import email
-import logging
-import random
-import re
-import time
-import typing
-from itertools import takewhile
-from types import TracebackType
-
-from ..exceptions import (
-    ConnectTimeoutError,
-    InvalidHeader,
-    MaxRetryError,
-    ProtocolError,
-    ProxyError,
-    ReadTimeoutError,
-    ResponseError,
-)
-from .util import reraise
-
-if typing.TYPE_CHECKING:
-    from typing_extensions import Self
-
-    from ..connectionpool import ConnectionPool
-    from ..response import BaseHTTPResponse
-
-log = logging.getLogger(__name__)
-
-
-# Data structure for representing the metadata of requests that result in a retry.
-class RequestHistory(typing.NamedTuple):
-    method: str | None
-    url: str | None
-    error: Exception | None
-    status: int | None
-    redirect_location: str | None
-
-
-class Retry:
-    """Retry configuration.
-
-    Each retry attempt will create a new Retry object with updated values, so
-    they can be safely reused.
-
-    Retries can be defined as a default for a pool:
-
-    .. code-block:: python
-
-        retries = Retry(connect=5, read=2, redirect=5)
-        http = PoolManager(retries=retries)
-        response = http.request("GET", "https://example.com/")
-
-    Or per-request (which overrides the default for the pool):
-
-    .. code-block:: python
-
-        response = http.request("GET", "https://example.com/", retries=Retry(10))
-
-    Retries can be disabled by passing ``False``:
-
-    .. code-block:: python
-
-        response = http.request("GET", "https://example.com/", retries=False)
-
-    Errors will be wrapped in :class:`~urllib3.exceptions.MaxRetryError` unless
-    retries are disabled, in which case the causing exception will be raised.
-
-    :param int total:
-        Total number of retries to allow. Takes precedence over other counts.
-
-        Set to ``None`` to remove this constraint and fall back on other
-        counts.
-
-        Set to ``0`` to fail on the first retry.
-
-        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
-
-    :param int connect:
-        How many connection-related errors to retry on.
-
-        These are errors raised before the request is sent to the remote server,
-        which we assume has not triggered the server to process the request.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int read:
-        How many times to retry on read errors.
-
-        These errors are raised after the request was sent to the server, so the
-        request may have side-effects.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int redirect:
-        How many redirects to perform. Limit this to avoid infinite redirect
-        loops.
-
-        A redirect is a HTTP response with a status code 301, 302, 303, 307 or
-        308.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
-
-    :param int status:
-        How many times to retry on bad status codes.
-
-        These are retries made on responses, where status code matches
-        ``status_forcelist``.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int other:
-        How many times to retry on other errors.
-
-        Other errors are errors that are not connect, read, redirect or status errors.
-        These errors might be raised after the request was sent to the server, so the
-        request might have side-effects.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-        If ``total`` is not set, it's a good idea to set this to 0 to account
-        for unexpected edge cases and avoid infinite retry loops.
-
-    :param Collection allowed_methods:
-        Set of uppercased HTTP method verbs that we should retry on.
-
-        By default, we only retry on methods which are considered to be
-        idempotent (multiple requests with the same parameters end with the
-        same state). See :attr:`Retry.DEFAULT_ALLOWED_METHODS`.
-
-        Set to a ``None`` value to retry on any verb.
-
-    :param Collection status_forcelist:
-        A set of integer HTTP status codes that we should force a retry on.
-        A retry is initiated if the request method is in ``allowed_methods``
-        and the response status code is in ``status_forcelist``.
-
-        By default, this is disabled with ``None``.
-
-    :param float backoff_factor:
-        A backoff factor to apply between attempts after the second try
-        (most errors are resolved immediately by a second try without a
-        delay). urllib3 will sleep for::
-
-            {backoff factor} * (2 ** ({number of previous retries}))
-
-        seconds. If `backoff_jitter` is non-zero, this sleep is extended by::
-
-            random.uniform(0, {backoff jitter})
-
-        seconds. For example, if the backoff_factor is 0.1, then :func:`Retry.sleep` will
-        sleep for [0.0s, 0.2s, 0.4s, 0.8s, ...] between retries. No backoff will ever
-        be longer than `backoff_max`.
-
-        By default, backoff is disabled (factor set to 0).
-
-    :param bool raise_on_redirect: Whether, if the number of redirects is
-        exhausted, to raise a MaxRetryError, or to return a response with a
-        response code in the 3xx range.
-
-    :param bool raise_on_status: Similar meaning to ``raise_on_redirect``:
-        whether we should raise an exception, or return a response,
-        if status falls in ``status_forcelist`` range and retries have
-        been exhausted.
-
-    :param tuple history: The history of the request encountered during
-        each call to :meth:`~Retry.increment`. The list is in the order
-        the requests occurred. Each list item is of class :class:`RequestHistory`.
-
-    :param bool respect_retry_after_header:
-        Whether to respect Retry-After header on status codes defined as
-        :attr:`Retry.RETRY_AFTER_STATUS_CODES` or not.
-
-    :param Collection remove_headers_on_redirect:
-        Sequence of headers to remove from the request when a response
-        indicating a redirect is returned before firing off the redirected
-        request.
-    """
-
-    #: Default methods to be used for ``allowed_methods``
-    DEFAULT_ALLOWED_METHODS = frozenset(
-        ["HEAD", "GET", "PUT", "DELETE", "OPTIONS", "TRACE"]
-    )
-
-    #: Default status codes to be used for ``status_forcelist``
-    RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503])
-
-    #: Default headers to be used for ``remove_headers_on_redirect``
-    DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset(
-        ["Cookie", "Authorization", "Proxy-Authorization"]
-    )
-
-    #: Default maximum backoff time.
-    DEFAULT_BACKOFF_MAX = 120
-
-    # Backward compatibility; assigned outside of the class.
-    DEFAULT: typing.ClassVar[Retry]
-
-    def __init__(
-        self,
-        total: bool | int | None = 10,
-        connect: int | None = None,
-        read: int | None = None,
-        redirect: bool | int | None = None,
-        status: int | None = None,
-        other: int | None = None,
-        allowed_methods: typing.Collection[str] | None = DEFAULT_ALLOWED_METHODS,
-        status_forcelist: typing.Collection[int] | None = None,
-        backoff_factor: float = 0,
-        backoff_max: float = DEFAULT_BACKOFF_MAX,
-        raise_on_redirect: bool = True,
-        raise_on_status: bool = True,
-        history: tuple[RequestHistory, ...] | None = None,
-        respect_retry_after_header: bool = True,
-        remove_headers_on_redirect: typing.Collection[
-            str
-        ] = DEFAULT_REMOVE_HEADERS_ON_REDIRECT,
-        backoff_jitter: float = 0.0,
-    ) -> None:
-        self.total = total
-        self.connect = connect
-        self.read = read
-        self.status = status
-        self.other = other
-
-        if redirect is False or total is False:
-            redirect = 0
-            raise_on_redirect = False
-
-        self.redirect = redirect
-        self.status_forcelist = status_forcelist or set()
-        self.allowed_methods = allowed_methods
-        self.backoff_factor = backoff_factor
-        self.backoff_max = backoff_max
-        self.raise_on_redirect = raise_on_redirect
-        self.raise_on_status = raise_on_status
-        self.history = history or ()
-        self.respect_retry_after_header = respect_retry_after_header
-        self.remove_headers_on_redirect = frozenset(
-            h.lower() for h in remove_headers_on_redirect
-        )
-        self.backoff_jitter = backoff_jitter
-
-    def new(self, **kw: typing.Any) -> Self:
-        params = dict(
-            total=self.total,
-            connect=self.connect,
-            read=self.read,
-            redirect=self.redirect,
-            status=self.status,
-            other=self.other,
-            allowed_methods=self.allowed_methods,
-            status_forcelist=self.status_forcelist,
-            backoff_factor=self.backoff_factor,
-            backoff_max=self.backoff_max,
-            raise_on_redirect=self.raise_on_redirect,
-            raise_on_status=self.raise_on_status,
-            history=self.history,
-            remove_headers_on_redirect=self.remove_headers_on_redirect,
-            respect_retry_after_header=self.respect_retry_after_header,
-            backoff_jitter=self.backoff_jitter,
-        )
-
-        params.update(kw)
-        return type(self)(**params)  # type: ignore[arg-type]
-
-    @classmethod
-    def from_int(
-        cls,
-        retries: Retry | bool | int | None,
-        redirect: bool | int | None = True,
-        default: Retry | bool | int | None = None,
-    ) -> Retry:
-        """Backwards-compatibility for the old retries format."""
-        if retries is None:
-            retries = default if default is not None else cls.DEFAULT
-
-        if isinstance(retries, Retry):
-            return retries
-
-        redirect = bool(redirect) and None
-        new_retries = cls(retries, redirect=redirect)
-        log.debug("Converted retries value: %r -> %r", retries, new_retries)
-        return new_retries
-
-    def get_backoff_time(self) -> float:
-        """Formula for computing the current backoff
-
-        :rtype: float
-        """
-        # We want to consider only the last consecutive errors sequence (Ignore redirects).
-        consecutive_errors_len = len(
-            list(
-                takewhile(lambda x: x.redirect_location is None, reversed(self.history))
-            )
-        )
-        if consecutive_errors_len <= 1:
-            return 0
-
-        backoff_value = self.backoff_factor * (2 ** (consecutive_errors_len - 1))
-        if self.backoff_jitter != 0.0:
-            backoff_value += random.random() * self.backoff_jitter
-        return float(max(0, min(self.backoff_max, backoff_value)))
-
-    def parse_retry_after(self, retry_after: str) -> float:
-        seconds: float
-        # Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4
-        if re.match(r"^\s*[0-9]+\s*$", retry_after):
-            seconds = int(retry_after)
-        else:
-            retry_date_tuple = email.utils.parsedate_tz(retry_after)
-            if retry_date_tuple is None:
-                raise InvalidHeader(f"Invalid Retry-After header: {retry_after}")
-
-            retry_date = email.utils.mktime_tz(retry_date_tuple)
-            seconds = retry_date - time.time()
-
-        seconds = max(seconds, 0)
-
-        return seconds
-
-    def get_retry_after(self, response: BaseHTTPResponse) -> float | None:
-        """Get the value of Retry-After in seconds."""
-
-        retry_after = response.headers.get("Retry-After")
-
-        if retry_after is None:
-            return None
-
-        return self.parse_retry_after(retry_after)
-
-    def sleep_for_retry(self, response: BaseHTTPResponse) -> bool:
-        retry_after = self.get_retry_after(response)
-        if retry_after:
-            time.sleep(retry_after)
-            return True
-
-        return False
-
-    def _sleep_backoff(self) -> None:
-        backoff = self.get_backoff_time()
-        if backoff <= 0:
-            return
-        time.sleep(backoff)
-
-    def sleep(self, response: BaseHTTPResponse | None = None) -> None:
-        """Sleep between retry attempts.
-
-        This method will respect a server's ``Retry-After`` response header
-        and sleep the duration of the time requested. If that is not present, it
-        will use an exponential backoff. By default, the backoff factor is 0 and
-        this method will return immediately.
-        """
-
-        if self.respect_retry_after_header and response:
-            slept = self.sleep_for_retry(response)
-            if slept:
-                return
-
-        self._sleep_backoff()
-
-    def _is_connection_error(self, err: Exception) -> bool:
-        """Errors when we're fairly sure that the server did not receive the
-        request, so it should be safe to retry.
-        """
-        if isinstance(err, ProxyError):
-            err = err.original_error
-        return isinstance(err, ConnectTimeoutError)
-
-    def _is_read_error(self, err: Exception) -> bool:
-        """Errors that occur after the request has been started, so we should
-        assume that the server began processing it.
-        """
-        return isinstance(err, (ReadTimeoutError, ProtocolError))
-
-    def _is_method_retryable(self, method: str) -> bool:
-        """Checks if a given HTTP method should be retried upon, depending if
-        it is included in the allowed_methods
-        """
-        if self.allowed_methods and method.upper() not in self.allowed_methods:
-            return False
-        return True
-
-    def is_retry(
-        self, method: str, status_code: int, has_retry_after: bool = False
-    ) -> bool:
-        """Is this method/status code retryable? (Based on allowlists and control
-        variables such as the number of total retries to allow, whether to
-        respect the Retry-After header, whether this header is present, and
-        whether the returned status code is on the list of status codes to
-        be retried upon on the presence of the aforementioned header)
-        """
-        if not self._is_method_retryable(method):
-            return False
-
-        if self.status_forcelist and status_code in self.status_forcelist:
-            return True
-
-        return bool(
-            self.total
-            and self.respect_retry_after_header
-            and has_retry_after
-            and (status_code in self.RETRY_AFTER_STATUS_CODES)
-        )
-
-    def is_exhausted(self) -> bool:
-        """Are we out of retries?"""
-        retry_counts = [
-            x
-            for x in (
-                self.total,
-                self.connect,
-                self.read,
-                self.redirect,
-                self.status,
-                self.other,
-            )
-            if x
-        ]
-        if not retry_counts:
-            return False
-
-        return min(retry_counts) < 0
-
-    def increment(
-        self,
-        method: str | None = None,
-        url: str | None = None,
-        response: BaseHTTPResponse | None = None,
-        error: Exception | None = None,
-        _pool: ConnectionPool | None = None,
-        _stacktrace: TracebackType | None = None,
-    ) -> Self:
-        """Return a new Retry object with incremented retry counters.
-
-        :param response: A response object, or None, if the server did not
-            return a response.
-        :type response: :class:`~urllib3.response.BaseHTTPResponse`
-        :param Exception error: An error encountered during the request, or
-            None if the response was received successfully.
-
-        :return: A new ``Retry`` object.
-        """
-        if self.total is False and error:
-            # Disabled, indicate to re-raise the error.
-            raise reraise(type(error), error, _stacktrace)
-
-        total = self.total
-        if total is not None:
-            total -= 1
-
-        connect = self.connect
-        read = self.read
-        redirect = self.redirect
-        status_count = self.status
-        other = self.other
-        cause = "unknown"
-        status = None
-        redirect_location = None
-
-        if error and self._is_connection_error(error):
-            # Connect retry?
-            if connect is False:
-                raise reraise(type(error), error, _stacktrace)
-            elif connect is not None:
-                connect -= 1
-
-        elif error and self._is_read_error(error):
-            # Read retry?
-            if read is False or method is None or not self._is_method_retryable(method):
-                raise reraise(type(error), error, _stacktrace)
-            elif read is not None:
-                read -= 1
-
-        elif error:
-            # Other retry?
-            if other is not None:
-                other -= 1
-
-        elif response and response.get_redirect_location():
-            # Redirect retry?
-            if redirect is not None:
-                redirect -= 1
-            cause = "too many redirects"
-            response_redirect_location = response.get_redirect_location()
-            if response_redirect_location:
-                redirect_location = response_redirect_location
-            status = response.status
-
-        else:
-            # Incrementing because of a server error like a 500 in
-            # status_forcelist and the given method is in the allowed_methods
-            cause = ResponseError.GENERIC_ERROR
-            if response and response.status:
-                if status_count is not None:
-                    status_count -= 1
-                cause = ResponseError.SPECIFIC_ERROR.format(status_code=response.status)
-                status = response.status
-
-        history = self.history + (
-            RequestHistory(method, url, error, status, redirect_location),
-        )
-
-        new_retry = self.new(
-            total=total,
-            connect=connect,
-            read=read,
-            redirect=redirect,
-            status=status_count,
-            other=other,
-            history=history,
-        )
-
-        if new_retry.is_exhausted():
-            reason = error or ResponseError(cause)
-            raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
-
-        log.debug("Incremented Retry for (url='%s'): %r", url, new_retry)
-
-        return new_retry
-
-    def __repr__(self) -> str:
-        return (
-            f"{type(self).__name__}(total={self.total}, connect={self.connect}, "
-            f"read={self.read}, redirect={self.redirect}, status={self.status})"
-        )
-
-
-# For backwards compatibility (equivalent to pre-v1.9):
-Retry.DEFAULT = Retry(3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
deleted file mode 100644
index c46dd83e5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
+++ /dev/null
@@ -1,509 +0,0 @@
-from __future__ import annotations
-
-import hmac
-import os
-import socket
-import sys
-import typing
-import warnings
-from binascii import unhexlify
-from hashlib import md5, sha1, sha256
-
-from ..exceptions import ProxySchemeUnsupported, SSLError
-from .url import _BRACELESS_IPV6_ADDRZ_RE, _IPV4_RE
-
-SSLContext = None
-SSLTransport = None
-HAS_NEVER_CHECK_COMMON_NAME = False
-IS_PYOPENSSL = False
-ALPN_PROTOCOLS = ["http/1.1"]
-
-_TYPE_VERSION_INFO = typing.Tuple[int, int, int, str, int]
-
-# Maps the length of a digest to a possible hash function producing this digest
-HASHFUNC_MAP = {32: md5, 40: sha1, 64: sha256}
-
-
-def _is_bpo_43522_fixed(
-    implementation_name: str,
-    version_info: _TYPE_VERSION_INFO,
-    pypy_version_info: _TYPE_VERSION_INFO | None,
-) -> bool:
-    """Return True for CPython 3.8.9+, 3.9.3+ or 3.10+ and PyPy 7.3.8+ where
-    setting SSLContext.hostname_checks_common_name to False works.
-
-    Outside of CPython and PyPy we don't know which implementations work
-    or not so we conservatively use our hostname matching as we know that works
-    on all implementations.
-
-    https://github.com/urllib3/urllib3/issues/2192#issuecomment-821832963
-    https://foss.heptapod.net/pypy/pypy/-/issues/3539
-    """
-    if implementation_name == "pypy":
-        # https://foss.heptapod.net/pypy/pypy/-/issues/3129
-        return pypy_version_info >= (7, 3, 8)  # type: ignore[operator]
-    elif implementation_name == "cpython":
-        major_minor = version_info[:2]
-        micro = version_info[2]
-        return (
-            (major_minor == (3, 8) and micro >= 9)
-            or (major_minor == (3, 9) and micro >= 3)
-            or major_minor >= (3, 10)
-        )
-    else:  # Defensive:
-        return False
-
-
-def _is_has_never_check_common_name_reliable(
-    openssl_version: str,
-    openssl_version_number: int,
-    implementation_name: str,
-    version_info: _TYPE_VERSION_INFO,
-    pypy_version_info: _TYPE_VERSION_INFO | None,
-) -> bool:
-    # As of May 2023, all released versions of LibreSSL fail to reject certificates with
-    # only common names, see https://github.com/urllib3/urllib3/pull/3024
-    is_openssl = openssl_version.startswith("OpenSSL ")
-    # Before fixing OpenSSL issue #14579, the SSL_new() API was not copying hostflags
-    # like X509_CHECK_FLAG_NEVER_CHECK_SUBJECT, which tripped up CPython.
-    # https://github.com/openssl/openssl/issues/14579
-    # This was released in OpenSSL 1.1.1l+ (>=0x101010cf)
-    is_openssl_issue_14579_fixed = openssl_version_number >= 0x101010CF
-
-    return is_openssl and (
-        is_openssl_issue_14579_fixed
-        or _is_bpo_43522_fixed(implementation_name, version_info, pypy_version_info)
-    )
-
-
-if typing.TYPE_CHECKING:
-    from ssl import VerifyMode
-    from typing import TypedDict
-
-    from .ssltransport import SSLTransport as SSLTransportType
-
-    class _TYPE_PEER_CERT_RET_DICT(TypedDict, total=False):
-        subjectAltName: tuple[tuple[str, str], ...]
-        subject: tuple[tuple[tuple[str, str], ...], ...]
-        serialNumber: str
-
-
-# Mapping from 'ssl.PROTOCOL_TLSX' to 'TLSVersion.X'
-_SSL_VERSION_TO_TLS_VERSION: dict[int, int] = {}
-
-try:  # Do we have ssl at all?
-    import ssl
-    from ssl import (  # type: ignore[assignment]
-        CERT_REQUIRED,
-        HAS_NEVER_CHECK_COMMON_NAME,
-        OP_NO_COMPRESSION,
-        OP_NO_TICKET,
-        OPENSSL_VERSION,
-        OPENSSL_VERSION_NUMBER,
-        PROTOCOL_TLS,
-        PROTOCOL_TLS_CLIENT,
-        OP_NO_SSLv2,
-        OP_NO_SSLv3,
-        SSLContext,
-        TLSVersion,
-    )
-
-    PROTOCOL_SSLv23 = PROTOCOL_TLS
-
-    # Setting SSLContext.hostname_checks_common_name = False didn't work before CPython
-    # 3.8.9, 3.9.3, and 3.10 (but OK on PyPy) or OpenSSL 1.1.1l+
-    if HAS_NEVER_CHECK_COMMON_NAME and not _is_has_never_check_common_name_reliable(
-        OPENSSL_VERSION,
-        OPENSSL_VERSION_NUMBER,
-        sys.implementation.name,
-        sys.version_info,
-        sys.pypy_version_info if sys.implementation.name == "pypy" else None,  # type: ignore[attr-defined]
-    ):
-        HAS_NEVER_CHECK_COMMON_NAME = False
-
-    # Need to be careful here in case old TLS versions get
-    # removed in future 'ssl' module implementations.
-    for attr in ("TLSv1", "TLSv1_1", "TLSv1_2"):
-        try:
-            _SSL_VERSION_TO_TLS_VERSION[getattr(ssl, f"PROTOCOL_{attr}")] = getattr(
-                TLSVersion, attr
-            )
-        except AttributeError:  # Defensive:
-            continue
-
-    from .ssltransport import SSLTransport  # type: ignore[assignment]
-except ImportError:
-    OP_NO_COMPRESSION = 0x20000  # type: ignore[assignment]
-    OP_NO_TICKET = 0x4000  # type: ignore[assignment]
-    OP_NO_SSLv2 = 0x1000000  # type: ignore[assignment]
-    OP_NO_SSLv3 = 0x2000000  # type: ignore[assignment]
-    PROTOCOL_SSLv23 = PROTOCOL_TLS = 2  # type: ignore[assignment]
-    PROTOCOL_TLS_CLIENT = 16  # type: ignore[assignment]
-
-
-_TYPE_PEER_CERT_RET = typing.Union["_TYPE_PEER_CERT_RET_DICT", bytes, None]
-
-
-def assert_fingerprint(cert: bytes | None, fingerprint: str) -> None:
-    """
-    Checks if given fingerprint matches the supplied certificate.
-
-    :param cert:
-        Certificate as bytes object.
-    :param fingerprint:
-        Fingerprint as string of hexdigits, can be interspersed by colons.
-    """
-
-    if cert is None:
-        raise SSLError("No certificate for the peer.")
-
-    fingerprint = fingerprint.replace(":", "").lower()
-    digest_length = len(fingerprint)
-    hashfunc = HASHFUNC_MAP.get(digest_length)
-    if not hashfunc:
-        raise SSLError(f"Fingerprint of invalid length: {fingerprint}")
-
-    # We need encode() here for py32; works on py2 and p33.
-    fingerprint_bytes = unhexlify(fingerprint.encode())
-
-    cert_digest = hashfunc(cert).digest()
-
-    if not hmac.compare_digest(cert_digest, fingerprint_bytes):
-        raise SSLError(
-            f'Fingerprints did not match. Expected "{fingerprint}", got "{cert_digest.hex()}"'
-        )
-
-
-def resolve_cert_reqs(candidate: None | int | str) -> VerifyMode:
-    """
-    Resolves the argument to a numeric constant, which can be passed to
-    the wrap_socket function/method from the ssl module.
-    Defaults to :data:`ssl.CERT_REQUIRED`.
-    If given a string it is assumed to be the name of the constant in the
-    :mod:`ssl` module or its abbreviation.
-    (So you can specify `REQUIRED` instead of `CERT_REQUIRED`.
-    If it's neither `None` nor a string we assume it is already the numeric
-    constant which can directly be passed to wrap_socket.
-    """
-    if candidate is None:
-        return CERT_REQUIRED
-
-    if isinstance(candidate, str):
-        res = getattr(ssl, candidate, None)
-        if res is None:
-            res = getattr(ssl, "CERT_" + candidate)
-        return res  # type: ignore[no-any-return]
-
-    return candidate  # type: ignore[return-value]
-
-
-def resolve_ssl_version(candidate: None | int | str) -> int:
-    """
-    like resolve_cert_reqs
-    """
-    if candidate is None:
-        return PROTOCOL_TLS
-
-    if isinstance(candidate, str):
-        res = getattr(ssl, candidate, None)
-        if res is None:
-            res = getattr(ssl, "PROTOCOL_" + candidate)
-        return typing.cast(int, res)
-
-    return candidate
-
-
-def create_urllib3_context(
-    ssl_version: int | None = None,
-    cert_reqs: int | None = None,
-    options: int | None = None,
-    ciphers: str | None = None,
-    ssl_minimum_version: int | None = None,
-    ssl_maximum_version: int | None = None,
-) -> ssl.SSLContext:
-    """Creates and configures an :class:`ssl.SSLContext` instance for use with urllib3.
-
-    :param ssl_version:
-        The desired protocol version to use. This will default to
-        PROTOCOL_SSLv23 which will negotiate the highest protocol that both
-        the server and your installation of OpenSSL support.
-
-        This parameter is deprecated instead use 'ssl_minimum_version'.
-    :param ssl_minimum_version:
-        The minimum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
-    :param ssl_maximum_version:
-        The maximum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
-        Not recommended to set to anything other than 'ssl.TLSVersion.MAXIMUM_SUPPORTED' which is the
-        default value.
-    :param cert_reqs:
-        Whether to require the certificate verification. This defaults to
-        ``ssl.CERT_REQUIRED``.
-    :param options:
-        Specific OpenSSL options. These default to ``ssl.OP_NO_SSLv2``,
-        ``ssl.OP_NO_SSLv3``, ``ssl.OP_NO_COMPRESSION``, and ``ssl.OP_NO_TICKET``.
-    :param ciphers:
-        Which cipher suites to allow the server to select. Defaults to either system configured
-        ciphers if OpenSSL 1.1.1+, otherwise uses a secure default set of ciphers.
-    :returns:
-        Constructed SSLContext object with specified options
-    :rtype: SSLContext
-    """
-    if SSLContext is None:
-        raise TypeError("Can't create an SSLContext object without an ssl module")
-
-    # This means 'ssl_version' was specified as an exact value.
-    if ssl_version not in (None, PROTOCOL_TLS, PROTOCOL_TLS_CLIENT):
-        # Disallow setting 'ssl_version' and 'ssl_minimum|maximum_version'
-        # to avoid conflicts.
-        if ssl_minimum_version is not None or ssl_maximum_version is not None:
-            raise ValueError(
-                "Can't specify both 'ssl_version' and either "
-                "'ssl_minimum_version' or 'ssl_maximum_version'"
-            )
-
-        # 'ssl_version' is deprecated and will be removed in the future.
-        else:
-            # Use 'ssl_minimum_version' and 'ssl_maximum_version' instead.
-            ssl_minimum_version = _SSL_VERSION_TO_TLS_VERSION.get(
-                ssl_version, TLSVersion.MINIMUM_SUPPORTED
-            )
-            ssl_maximum_version = _SSL_VERSION_TO_TLS_VERSION.get(
-                ssl_version, TLSVersion.MAXIMUM_SUPPORTED
-            )
-
-            # This warning message is pushing users to use 'ssl_minimum_version'
-            # instead of both min/max. Best practice is to only set the minimum version and
-            # keep the maximum version to be it's default value: 'TLSVersion.MAXIMUM_SUPPORTED'
-            warnings.warn(
-                "'ssl_version' option is deprecated and will be "
-                "removed in urllib3 v2.1.0. Instead use 'ssl_minimum_version'",
-                category=DeprecationWarning,
-                stacklevel=2,
-            )
-
-    # PROTOCOL_TLS is deprecated in Python 3.10 so we always use PROTOCOL_TLS_CLIENT
-    context = SSLContext(PROTOCOL_TLS_CLIENT)
-
-    if ssl_minimum_version is not None:
-        context.minimum_version = ssl_minimum_version
-    else:  # Python <3.10 defaults to 'MINIMUM_SUPPORTED' so explicitly set TLSv1.2 here
-        context.minimum_version = TLSVersion.TLSv1_2
-
-    if ssl_maximum_version is not None:
-        context.maximum_version = ssl_maximum_version
-
-    # Unless we're given ciphers defer to either system ciphers in
-    # the case of OpenSSL 1.1.1+ or use our own secure default ciphers.
-    if ciphers:
-        context.set_ciphers(ciphers)
-
-    # Setting the default here, as we may have no ssl module on import
-    cert_reqs = ssl.CERT_REQUIRED if cert_reqs is None else cert_reqs
-
-    if options is None:
-        options = 0
-        # SSLv2 is easily broken and is considered harmful and dangerous
-        options |= OP_NO_SSLv2
-        # SSLv3 has several problems and is now dangerous
-        options |= OP_NO_SSLv3
-        # Disable compression to prevent CRIME attacks for OpenSSL 1.0+
-        # (issue #309)
-        options |= OP_NO_COMPRESSION
-        # TLSv1.2 only. Unless set explicitly, do not request tickets.
-        # This may save some bandwidth on wire, and although the ticket is encrypted,
-        # there is a risk associated with it being on wire,
-        # if the server is not rotating its ticketing keys properly.
-        options |= OP_NO_TICKET
-
-    context.options |= options
-
-    # Enable post-handshake authentication for TLS 1.3, see GH #1634. PHA is
-    # necessary for conditional client cert authentication with TLS 1.3.
-    # The attribute is None for OpenSSL <= 1.1.0 or does not exist when using
-    # an SSLContext created by pyOpenSSL.
-    if getattr(context, "post_handshake_auth", None) is not None:
-        context.post_handshake_auth = True
-
-    # The order of the below lines setting verify_mode and check_hostname
-    # matter due to safe-guards SSLContext has to prevent an SSLContext with
-    # check_hostname=True, verify_mode=NONE/OPTIONAL.
-    # We always set 'check_hostname=False' for pyOpenSSL so we rely on our own
-    # 'ssl.match_hostname()' implementation.
-    if cert_reqs == ssl.CERT_REQUIRED and not IS_PYOPENSSL:
-        context.verify_mode = cert_reqs
-        context.check_hostname = True
-    else:
-        context.check_hostname = False
-        context.verify_mode = cert_reqs
-
-    try:
-        context.hostname_checks_common_name = False
-    except AttributeError:  # Defensive: for CPython < 3.8.9 and 3.9.3; for PyPy < 7.3.8
-        pass
-
-    # Enable logging of TLS session keys via defacto standard environment variable
-    # 'SSLKEYLOGFILE', if the feature is available (Python 3.8+). Skip empty values.
-    if hasattr(context, "keylog_filename"):
-        sslkeylogfile = os.environ.get("SSLKEYLOGFILE")
-        if sslkeylogfile:
-            context.keylog_filename = sslkeylogfile
-
-    return context
-
-
-@typing.overload
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = ...,
-    certfile: str | None = ...,
-    cert_reqs: int | None = ...,
-    ca_certs: str | None = ...,
-    server_hostname: str | None = ...,
-    ssl_version: int | None = ...,
-    ciphers: str | None = ...,
-    ssl_context: ssl.SSLContext | None = ...,
-    ca_cert_dir: str | None = ...,
-    key_password: str | None = ...,
-    ca_cert_data: None | str | bytes = ...,
-    tls_in_tls: typing.Literal[False] = ...,
-) -> ssl.SSLSocket:
-    ...
-
-
-@typing.overload
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = ...,
-    certfile: str | None = ...,
-    cert_reqs: int | None = ...,
-    ca_certs: str | None = ...,
-    server_hostname: str | None = ...,
-    ssl_version: int | None = ...,
-    ciphers: str | None = ...,
-    ssl_context: ssl.SSLContext | None = ...,
-    ca_cert_dir: str | None = ...,
-    key_password: str | None = ...,
-    ca_cert_data: None | str | bytes = ...,
-    tls_in_tls: bool = ...,
-) -> ssl.SSLSocket | SSLTransportType:
-    ...
-
-
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = None,
-    certfile: str | None = None,
-    cert_reqs: int | None = None,
-    ca_certs: str | None = None,
-    server_hostname: str | None = None,
-    ssl_version: int | None = None,
-    ciphers: str | None = None,
-    ssl_context: ssl.SSLContext | None = None,
-    ca_cert_dir: str | None = None,
-    key_password: str | None = None,
-    ca_cert_data: None | str | bytes = None,
-    tls_in_tls: bool = False,
-) -> ssl.SSLSocket | SSLTransportType:
-    """
-    All arguments except for server_hostname, ssl_context, tls_in_tls, ca_cert_data and
-    ca_cert_dir have the same meaning as they do when using
-    :func:`ssl.create_default_context`, :meth:`ssl.SSLContext.load_cert_chain`,
-    :meth:`ssl.SSLContext.set_ciphers` and :meth:`ssl.SSLContext.wrap_socket`.
-
-    :param server_hostname:
-        When SNI is supported, the expected hostname of the certificate
-    :param ssl_context:
-        A pre-made :class:`SSLContext` object. If none is provided, one will
-        be created using :func:`create_urllib3_context`.
-    :param ciphers:
-        A string of ciphers we wish the client to support.
-    :param ca_cert_dir:
-        A directory containing CA certificates in multiple separate files, as
-        supported by OpenSSL's -CApath flag or the capath argument to
-        SSLContext.load_verify_locations().
-    :param key_password:
-        Optional password if the keyfile is encrypted.
-    :param ca_cert_data:
-        Optional string containing CA certificates in PEM format suitable for
-        passing as the cadata parameter to SSLContext.load_verify_locations()
-    :param tls_in_tls:
-        Use SSLTransport to wrap the existing socket.
-    """
-    context = ssl_context
-    if context is None:
-        # Note: This branch of code and all the variables in it are only used in tests.
-        # We should consider deprecating and removing this code.
-        context = create_urllib3_context(ssl_version, cert_reqs, ciphers=ciphers)
-
-    if ca_certs or ca_cert_dir or ca_cert_data:
-        try:
-            context.load_verify_locations(ca_certs, ca_cert_dir, ca_cert_data)
-        except OSError as e:
-            raise SSLError(e) from e
-
-    elif ssl_context is None and hasattr(context, "load_default_certs"):
-        # try to load OS default certs; works well on Windows.
-        context.load_default_certs()
-
-    # Attempt to detect if we get the goofy behavior of the
-    # keyfile being encrypted and OpenSSL asking for the
-    # passphrase via the terminal and instead error out.
-    if keyfile and key_password is None and _is_key_file_encrypted(keyfile):
-        raise SSLError("Client private key is encrypted, password is required")
-
-    if certfile:
-        if key_password is None:
-            context.load_cert_chain(certfile, keyfile)
-        else:
-            context.load_cert_chain(certfile, keyfile, key_password)
-
-    try:
-        context.set_alpn_protocols(ALPN_PROTOCOLS)
-    except NotImplementedError:  # Defensive: in CI, we always have set_alpn_protocols
-        pass
-
-    ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)
-    return ssl_sock
-
-
-def is_ipaddress(hostname: str | bytes) -> bool:
-    """Detects whether the hostname given is an IPv4 or IPv6 address.
-    Also detects IPv6 addresses with Zone IDs.
-
-    :param str hostname: Hostname to examine.
-    :return: True if the hostname is an IP address, False otherwise.
-    """
-    if isinstance(hostname, bytes):
-        # IDN A-label bytes are ASCII compatible.
-        hostname = hostname.decode("ascii")
-    return bool(_IPV4_RE.match(hostname) or _BRACELESS_IPV6_ADDRZ_RE.match(hostname))
-
-
-def _is_key_file_encrypted(key_file: str) -> bool:
-    """Detects if a key file is encrypted or not."""
-    with open(key_file) as f:
-        for line in f:
-            # Look for Proc-Type: 4,ENCRYPTED
-            if "ENCRYPTED" in line:
-                return True
-
-    return False
-
-
-def _ssl_wrap_socket_impl(
-    sock: socket.socket,
-    ssl_context: ssl.SSLContext,
-    tls_in_tls: bool,
-    server_hostname: str | None = None,
-) -> ssl.SSLSocket | SSLTransportType:
-    if tls_in_tls:
-        if not SSLTransport:
-            # Import error, ssl is not available.
-            raise ProxySchemeUnsupported(
-                "TLS in TLS requires support for the 'ssl' module"
-            )
-
-        SSLTransport._validate_ssl_context_for_tls_in_tls(ssl_context)
-        return SSLTransport(sock, ssl_context, server_hostname)
-
-    return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
deleted file mode 100644
index 453cfd420..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
+++ /dev/null
@@ -1,159 +0,0 @@
-"""The match_hostname() function from Python 3.5, essential when using SSL."""
-
-# Note: This file is under the PSF license as the code comes from the python
-# stdlib.   http://docs.python.org/3/license.html
-# It is modified to remove commonName support.
-
-from __future__ import annotations
-
-import ipaddress
-import re
-import typing
-from ipaddress import IPv4Address, IPv6Address
-
-if typing.TYPE_CHECKING:
-    from .ssl_ import _TYPE_PEER_CERT_RET_DICT
-
-__version__ = "3.5.0.1"
-
-
-class CertificateError(ValueError):
-    pass
-
-
-def _dnsname_match(
-    dn: typing.Any, hostname: str, max_wildcards: int = 1
-) -> typing.Match[str] | None | bool:
-    """Matching according to RFC 6125, section 6.4.3
-
-    http://tools.ietf.org/html/rfc6125#section-6.4.3
-    """
-    pats = []
-    if not dn:
-        return False
-
-    # Ported from python3-syntax:
-    # leftmost, *remainder = dn.split(r'.')
-    parts = dn.split(r".")
-    leftmost = parts[0]
-    remainder = parts[1:]
-
-    wildcards = leftmost.count("*")
-    if wildcards > max_wildcards:
-        # Issue #17980: avoid denials of service by refusing more
-        # than one wildcard per fragment.  A survey of established
-        # policy among SSL implementations showed it to be a
-        # reasonable choice.
-        raise CertificateError(
-            "too many wildcards in certificate DNS name: " + repr(dn)
-        )
-
-    # speed up common case w/o wildcards
-    if not wildcards:
-        return bool(dn.lower() == hostname.lower())
-
-    # RFC 6125, section 6.4.3, subitem 1.
-    # The client SHOULD NOT attempt to match a presented identifier in which
-    # the wildcard character comprises a label other than the left-most label.
-    if leftmost == "*":
-        # When '*' is a fragment by itself, it matches a non-empty dotless
-        # fragment.
-        pats.append("[^.]+")
-    elif leftmost.startswith("xn--") or hostname.startswith("xn--"):
-        # RFC 6125, section 6.4.3, subitem 3.
-        # The client SHOULD NOT attempt to match a presented identifier
-        # where the wildcard character is embedded within an A-label or
-        # U-label of an internationalized domain name.
-        pats.append(re.escape(leftmost))
-    else:
-        # Otherwise, '*' matches any dotless string, e.g. www*
-        pats.append(re.escape(leftmost).replace(r"\*", "[^.]*"))
-
-    # add the remaining fragments, ignore any wildcards
-    for frag in remainder:
-        pats.append(re.escape(frag))
-
-    pat = re.compile(r"\A" + r"\.".join(pats) + r"\Z", re.IGNORECASE)
-    return pat.match(hostname)
-
-
-def _ipaddress_match(ipname: str, host_ip: IPv4Address | IPv6Address) -> bool:
-    """Exact matching of IP addresses.
-
-    RFC 9110 section 4.3.5: "A reference identity of IP-ID contains the decoded
-    bytes of the IP address. An IP version 4 address is 4 octets, and an IP
-    version 6 address is 16 octets. [...] A reference identity of type IP-ID
-    matches if the address is identical to an iPAddress value of the
-    subjectAltName extension of the certificate."
-    """
-    # OpenSSL may add a trailing newline to a subjectAltName's IP address
-    # Divergence from upstream: ipaddress can't handle byte str
-    ip = ipaddress.ip_address(ipname.rstrip())
-    return bool(ip.packed == host_ip.packed)
-
-
-def match_hostname(
-    cert: _TYPE_PEER_CERT_RET_DICT | None,
-    hostname: str,
-    hostname_checks_common_name: bool = False,
-) -> None:
-    """Verify that *cert* (in decoded format as returned by
-    SSLSocket.getpeercert()) matches the *hostname*.  RFC 2818 and RFC 6125
-    rules are followed, but IP addresses are not accepted for *hostname*.
-
-    CertificateError is raised on failure. On success, the function
-    returns nothing.
-    """
-    if not cert:
-        raise ValueError(
-            "empty or no certificate, match_hostname needs a "
-            "SSL socket or SSL context with either "
-            "CERT_OPTIONAL or CERT_REQUIRED"
-        )
-    try:
-        # Divergence from upstream: ipaddress can't handle byte str
-        #
-        # The ipaddress module shipped with Python < 3.9 does not support
-        # scoped IPv6 addresses so we unconditionally strip the Zone IDs for
-        # now. Once we drop support for Python 3.9 we can remove this branch.
-        if "%" in hostname:
-            host_ip = ipaddress.ip_address(hostname[: hostname.rfind("%")])
-        else:
-            host_ip = ipaddress.ip_address(hostname)
-
-    except ValueError:
-        # Not an IP address (common case)
-        host_ip = None
-    dnsnames = []
-    san: tuple[tuple[str, str], ...] = cert.get("subjectAltName", ())
-    key: str
-    value: str
-    for key, value in san:
-        if key == "DNS":
-            if host_ip is None and _dnsname_match(value, hostname):
-                return
-            dnsnames.append(value)
-        elif key == "IP Address":
-            if host_ip is not None and _ipaddress_match(value, host_ip):
-                return
-            dnsnames.append(value)
-
-    # We only check 'commonName' if it's enabled and we're not verifying
-    # an IP address. IP addresses aren't valid within 'commonName'.
-    if hostname_checks_common_name and host_ip is None and not dnsnames:
-        for sub in cert.get("subject", ()):
-            for key, value in sub:
-                if key == "commonName":
-                    if _dnsname_match(value, hostname):
-                        return
-                    dnsnames.append(value)
-
-    if len(dnsnames) > 1:
-        raise CertificateError(
-            "hostname %r "
-            "doesn't match either of %s" % (hostname, ", ".join(map(repr, dnsnames)))
-        )
-    elif len(dnsnames) == 1:
-        raise CertificateError(f"hostname {hostname!r} doesn't match {dnsnames[0]!r}")
-    else:
-        raise CertificateError("no appropriate subjectAltName fields were found")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
deleted file mode 100644
index b52c477c7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
+++ /dev/null
@@ -1,279 +0,0 @@
-from __future__ import annotations
-
-import io
-import socket
-import ssl
-import typing
-
-from ..exceptions import ProxySchemeUnsupported
-
-if typing.TYPE_CHECKING:
-    from typing_extensions import Self
-
-    from .ssl_ import _TYPE_PEER_CERT_RET, _TYPE_PEER_CERT_RET_DICT
-
-
-_WriteBuffer = typing.Union[bytearray, memoryview]
-_ReturnValue = typing.TypeVar("_ReturnValue")
-
-SSL_BLOCKSIZE = 16384
-
-
-class SSLTransport:
-    """
-    The SSLTransport wraps an existing socket and establishes an SSL connection.
-
-    Contrary to Python's implementation of SSLSocket, it allows you to chain
-    multiple TLS connections together. It's particularly useful if you need to
-    implement TLS within TLS.
-
-    The class supports most of the socket API operations.
-    """
-
-    @staticmethod
-    def _validate_ssl_context_for_tls_in_tls(ssl_context: ssl.SSLContext) -> None:
-        """
-        Raises a ProxySchemeUnsupported if the provided ssl_context can't be used
-        for TLS in TLS.
-
-        The only requirement is that the ssl_context provides the 'wrap_bio'
-        methods.
-        """
-
-        if not hasattr(ssl_context, "wrap_bio"):
-            raise ProxySchemeUnsupported(
-                "TLS in TLS requires SSLContext.wrap_bio() which isn't "
-                "available on non-native SSLContext"
-            )
-
-    def __init__(
-        self,
-        socket: socket.socket,
-        ssl_context: ssl.SSLContext,
-        server_hostname: str | None = None,
-        suppress_ragged_eofs: bool = True,
-    ) -> None:
-        """
-        Create an SSLTransport around socket using the provided ssl_context.
-        """
-        self.incoming = ssl.MemoryBIO()
-        self.outgoing = ssl.MemoryBIO()
-
-        self.suppress_ragged_eofs = suppress_ragged_eofs
-        self.socket = socket
-
-        self.sslobj = ssl_context.wrap_bio(
-            self.incoming, self.outgoing, server_hostname=server_hostname
-        )
-
-        # Perform initial handshake.
-        self._ssl_io_loop(self.sslobj.do_handshake)
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(self, *_: typing.Any) -> None:
-        self.close()
-
-    def fileno(self) -> int:
-        return self.socket.fileno()
-
-    def read(self, len: int = 1024, buffer: typing.Any | None = None) -> int | bytes:
-        return self._wrap_ssl_read(len, buffer)
-
-    def recv(self, buflen: int = 1024, flags: int = 0) -> int | bytes:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to recv")
-        return self._wrap_ssl_read(buflen)
-
-    def recv_into(
-        self,
-        buffer: _WriteBuffer,
-        nbytes: int | None = None,
-        flags: int = 0,
-    ) -> None | int | bytes:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to recv_into")
-        if nbytes is None:
-            nbytes = len(buffer)
-        return self.read(nbytes, buffer)
-
-    def sendall(self, data: bytes, flags: int = 0) -> None:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to sendall")
-        count = 0
-        with memoryview(data) as view, view.cast("B") as byte_view:
-            amount = len(byte_view)
-            while count < amount:
-                v = self.send(byte_view[count:])
-                count += v
-
-    def send(self, data: bytes, flags: int = 0) -> int:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to send")
-        return self._ssl_io_loop(self.sslobj.write, data)
-
-    def makefile(
-        self,
-        mode: str,
-        buffering: int | None = None,
-        *,
-        encoding: str | None = None,
-        errors: str | None = None,
-        newline: str | None = None,
-    ) -> typing.BinaryIO | typing.TextIO | socket.SocketIO:
-        """
-        Python's httpclient uses makefile and buffered io when reading HTTP
-        messages and we need to support it.
-
-        This is unfortunately a copy and paste of socket.py makefile with small
-        changes to point to the socket directly.
-        """
-        if not set(mode) <= {"r", "w", "b"}:
-            raise ValueError(f"invalid mode {mode!r} (only r, w, b allowed)")
-
-        writing = "w" in mode
-        reading = "r" in mode or not writing
-        assert reading or writing
-        binary = "b" in mode
-        rawmode = ""
-        if reading:
-            rawmode += "r"
-        if writing:
-            rawmode += "w"
-        raw = socket.SocketIO(self, rawmode)  # type: ignore[arg-type]
-        self.socket._io_refs += 1  # type: ignore[attr-defined]
-        if buffering is None:
-            buffering = -1
-        if buffering < 0:
-            buffering = io.DEFAULT_BUFFER_SIZE
-        if buffering == 0:
-            if not binary:
-                raise ValueError("unbuffered streams must be binary")
-            return raw
-        buffer: typing.BinaryIO
-        if reading and writing:
-            buffer = io.BufferedRWPair(raw, raw, buffering)  # type: ignore[assignment]
-        elif reading:
-            buffer = io.BufferedReader(raw, buffering)
-        else:
-            assert writing
-            buffer = io.BufferedWriter(raw, buffering)
-        if binary:
-            return buffer
-        text = io.TextIOWrapper(buffer, encoding, errors, newline)
-        text.mode = mode  # type: ignore[misc]
-        return text
-
-    def unwrap(self) -> None:
-        self._ssl_io_loop(self.sslobj.unwrap)
-
-    def close(self) -> None:
-        self.socket.close()
-
-    @typing.overload
-    def getpeercert(
-        self, binary_form: typing.Literal[False] = ...
-    ) -> _TYPE_PEER_CERT_RET_DICT | None:
-        ...
-
-    @typing.overload
-    def getpeercert(self, binary_form: typing.Literal[True]) -> bytes | None:
-        ...
-
-    def getpeercert(self, binary_form: bool = False) -> _TYPE_PEER_CERT_RET:
-        return self.sslobj.getpeercert(binary_form)  # type: ignore[return-value]
-
-    def version(self) -> str | None:
-        return self.sslobj.version()
-
-    def cipher(self) -> tuple[str, str, int] | None:
-        return self.sslobj.cipher()
-
-    def selected_alpn_protocol(self) -> str | None:
-        return self.sslobj.selected_alpn_protocol()
-
-    def selected_npn_protocol(self) -> str | None:
-        return self.sslobj.selected_npn_protocol()
-
-    def shared_ciphers(self) -> list[tuple[str, str, int]] | None:
-        return self.sslobj.shared_ciphers()
-
-    def compression(self) -> str | None:
-        return self.sslobj.compression()
-
-    def settimeout(self, value: float | None) -> None:
-        self.socket.settimeout(value)
-
-    def gettimeout(self) -> float | None:
-        return self.socket.gettimeout()
-
-    def _decref_socketios(self) -> None:
-        self.socket._decref_socketios()  # type: ignore[attr-defined]
-
-    def _wrap_ssl_read(self, len: int, buffer: bytearray | None = None) -> int | bytes:
-        try:
-            return self._ssl_io_loop(self.sslobj.read, len, buffer)
-        except ssl.SSLError as e:
-            if e.errno == ssl.SSL_ERROR_EOF and self.suppress_ragged_eofs:
-                return 0  # eof, return 0.
-            else:
-                raise
-
-    # func is sslobj.do_handshake or sslobj.unwrap
-    @typing.overload
-    def _ssl_io_loop(self, func: typing.Callable[[], None]) -> None:
-        ...
-
-    # func is sslobj.write, arg1 is data
-    @typing.overload
-    def _ssl_io_loop(self, func: typing.Callable[[bytes], int], arg1: bytes) -> int:
-        ...
-
-    # func is sslobj.read, arg1 is len, arg2 is buffer
-    @typing.overload
-    def _ssl_io_loop(
-        self,
-        func: typing.Callable[[int, bytearray | None], bytes],
-        arg1: int,
-        arg2: bytearray | None,
-    ) -> bytes:
-        ...
-
-    def _ssl_io_loop(
-        self,
-        func: typing.Callable[..., _ReturnValue],
-        arg1: None | bytes | int = None,
-        arg2: bytearray | None = None,
-    ) -> _ReturnValue:
-        """Performs an I/O loop between incoming/outgoing and the socket."""
-        should_loop = True
-        ret = None
-
-        while should_loop:
-            errno = None
-            try:
-                if arg1 is None and arg2 is None:
-                    ret = func()
-                elif arg2 is None:
-                    ret = func(arg1)
-                else:
-                    ret = func(arg1, arg2)
-            except ssl.SSLError as e:
-                if e.errno not in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE):
-                    # WANT_READ, and WANT_WRITE are expected, others are not.
-                    raise e
-                errno = e.errno
-
-            buf = self.outgoing.read()
-            self.socket.sendall(buf)
-
-            if errno is None:
-                should_loop = False
-            elif errno == ssl.SSL_ERROR_WANT_READ:
-                buf = self.socket.recv(SSL_BLOCKSIZE)
-                if buf:
-                    self.incoming.write(buf)
-                else:
-                    self.incoming.write_eof()
-        return typing.cast(_ReturnValue, ret)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
deleted file mode 100644
index 4bb1be11d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
+++ /dev/null
@@ -1,275 +0,0 @@
-from __future__ import annotations
-
-import time
-import typing
-from enum import Enum
-from socket import getdefaulttimeout
-
-from ..exceptions import TimeoutStateError
-
-if typing.TYPE_CHECKING:
-    from typing import Final
-
-
-class _TYPE_DEFAULT(Enum):
-    # This value should never be passed to socket.settimeout() so for safety we use a -1.
-    # socket.settimout() raises a ValueError for negative values.
-    token = -1
-
-
-_DEFAULT_TIMEOUT: Final[_TYPE_DEFAULT] = _TYPE_DEFAULT.token
-
-_TYPE_TIMEOUT = typing.Optional[typing.Union[float, _TYPE_DEFAULT]]
-
-
-class Timeout:
-    """Timeout configuration.
-
-    Timeouts can be defined as a default for a pool:
-
-    .. code-block:: python
-
-        import urllib3
-
-        timeout = urllib3.util.Timeout(connect=2.0, read=7.0)
-
-        http = urllib3.PoolManager(timeout=timeout)
-
-        resp = http.request("GET", "https://example.com/")
-
-        print(resp.status)
-
-    Or per-request (which overrides the default for the pool):
-
-    .. code-block:: python
-
-       response = http.request("GET", "https://example.com/", timeout=Timeout(10))
-
-    Timeouts can be disabled by setting all the parameters to ``None``:
-
-    .. code-block:: python
-
-       no_timeout = Timeout(connect=None, read=None)
-       response = http.request("GET", "https://example.com/", timeout=no_timeout)
-
-
-    :param total:
-        This combines the connect and read timeouts into one; the read timeout
-        will be set to the time leftover from the connect attempt. In the
-        event that both a connect timeout and a total are specified, or a read
-        timeout and a total are specified, the shorter timeout will be applied.
-
-        Defaults to None.
-
-    :type total: int, float, or None
-
-    :param connect:
-        The maximum amount of time (in seconds) to wait for a connection
-        attempt to a server to succeed. Omitting the parameter will default the
-        connect timeout to the system default, probably `the global default
-        timeout in socket.py
-        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
-        None will set an infinite timeout for connection attempts.
-
-    :type connect: int, float, or None
-
-    :param read:
-        The maximum amount of time (in seconds) to wait between consecutive
-        read operations for a response from the server. Omitting the parameter
-        will default the read timeout to the system default, probably `the
-        global default timeout in socket.py
-        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
-        None will set an infinite timeout.
-
-    :type read: int, float, or None
-
-    .. note::
-
-        Many factors can affect the total amount of time for urllib3 to return
-        an HTTP response.
-
-        For example, Python's DNS resolver does not obey the timeout specified
-        on the socket. Other factors that can affect total request time include
-        high CPU load, high swap, the program running at a low priority level,
-        or other behaviors.
-
-        In addition, the read and total timeouts only measure the time between
-        read operations on the socket connecting the client and the server,
-        not the total amount of time for the request to return a complete
-        response. For most requests, the timeout is raised because the server
-        has not sent the first byte in the specified time. This is not always
-        the case; if a server streams one byte every fifteen seconds, a timeout
-        of 20 seconds will not trigger, even though the request will take
-        several minutes to complete.
-    """
-
-    #: A sentinel object representing the default timeout value
-    DEFAULT_TIMEOUT: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT
-
-    def __init__(
-        self,
-        total: _TYPE_TIMEOUT = None,
-        connect: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        read: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-    ) -> None:
-        self._connect = self._validate_timeout(connect, "connect")
-        self._read = self._validate_timeout(read, "read")
-        self.total = self._validate_timeout(total, "total")
-        self._start_connect: float | None = None
-
-    def __repr__(self) -> str:
-        return f"{type(self).__name__}(connect={self._connect!r}, read={self._read!r}, total={self.total!r})"
-
-    # __str__ provided for backwards compatibility
-    __str__ = __repr__
-
-    @staticmethod
-    def resolve_default_timeout(timeout: _TYPE_TIMEOUT) -> float | None:
-        return getdefaulttimeout() if timeout is _DEFAULT_TIMEOUT else timeout
-
-    @classmethod
-    def _validate_timeout(cls, value: _TYPE_TIMEOUT, name: str) -> _TYPE_TIMEOUT:
-        """Check that a timeout attribute is valid.
-
-        :param value: The timeout value to validate
-        :param name: The name of the timeout attribute to validate. This is
-            used to specify in error messages.
-        :return: The validated and casted version of the given value.
-        :raises ValueError: If it is a numeric value less than or equal to
-            zero, or the type is not an integer, float, or None.
-        """
-        if value is None or value is _DEFAULT_TIMEOUT:
-            return value
-
-        if isinstance(value, bool):
-            raise ValueError(
-                "Timeout cannot be a boolean value. It must "
-                "be an int, float or None."
-            )
-        try:
-            float(value)
-        except (TypeError, ValueError):
-            raise ValueError(
-                "Timeout value %s was %s, but it must be an "
-                "int, float or None." % (name, value)
-            ) from None
-
-        try:
-            if value <= 0:
-                raise ValueError(
-                    "Attempted to set %s timeout to %s, but the "
-                    "timeout cannot be set to a value less "
-                    "than or equal to 0." % (name, value)
-                )
-        except TypeError:
-            raise ValueError(
-                "Timeout value %s was %s, but it must be an "
-                "int, float or None." % (name, value)
-            ) from None
-
-        return value
-
-    @classmethod
-    def from_float(cls, timeout: _TYPE_TIMEOUT) -> Timeout:
-        """Create a new Timeout from a legacy timeout value.
-
-        The timeout value used by httplib.py sets the same timeout on the
-        connect(), and recv() socket requests. This creates a :class:`Timeout`
-        object that sets the individual timeouts to the ``timeout`` value
-        passed to this function.
-
-        :param timeout: The legacy timeout value.
-        :type timeout: integer, float, :attr:`urllib3.util.Timeout.DEFAULT_TIMEOUT`, or None
-        :return: Timeout object
-        :rtype: :class:`Timeout`
-        """
-        return Timeout(read=timeout, connect=timeout)
-
-    def clone(self) -> Timeout:
-        """Create a copy of the timeout object
-
-        Timeout properties are stored per-pool but each request needs a fresh
-        Timeout object to ensure each one has its own start/stop configured.
-
-        :return: a copy of the timeout object
-        :rtype: :class:`Timeout`
-        """
-        # We can't use copy.deepcopy because that will also create a new object
-        # for _GLOBAL_DEFAULT_TIMEOUT, which socket.py uses as a sentinel to
-        # detect the user default.
-        return Timeout(connect=self._connect, read=self._read, total=self.total)
-
-    def start_connect(self) -> float:
-        """Start the timeout clock, used during a connect() attempt
-
-        :raises urllib3.exceptions.TimeoutStateError: if you attempt
-            to start a timer that has been started already.
-        """
-        if self._start_connect is not None:
-            raise TimeoutStateError("Timeout timer has already been started.")
-        self._start_connect = time.monotonic()
-        return self._start_connect
-
-    def get_connect_duration(self) -> float:
-        """Gets the time elapsed since the call to :meth:`start_connect`.
-
-        :return: Elapsed time in seconds.
-        :rtype: float
-        :raises urllib3.exceptions.TimeoutStateError: if you attempt
-            to get duration for a timer that hasn't been started.
-        """
-        if self._start_connect is None:
-            raise TimeoutStateError(
-                "Can't get connect duration for timer that has not started."
-            )
-        return time.monotonic() - self._start_connect
-
-    @property
-    def connect_timeout(self) -> _TYPE_TIMEOUT:
-        """Get the value to use when setting a connection timeout.
-
-        This will be a positive float or integer, the value None
-        (never timeout), or the default system timeout.
-
-        :return: Connect timeout.
-        :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
-        """
-        if self.total is None:
-            return self._connect
-
-        if self._connect is None or self._connect is _DEFAULT_TIMEOUT:
-            return self.total
-
-        return min(self._connect, self.total)  # type: ignore[type-var]
-
-    @property
-    def read_timeout(self) -> float | None:
-        """Get the value for the read timeout.
-
-        This assumes some time has elapsed in the connection timeout and
-        computes the read timeout appropriately.
-
-        If self.total is set, the read timeout is dependent on the amount of
-        time taken by the connect timeout. If the connection time has not been
-        established, a :exc:`~urllib3.exceptions.TimeoutStateError` will be
-        raised.
-
-        :return: Value to use for the read timeout.
-        :rtype: int, float or None
-        :raises urllib3.exceptions.TimeoutStateError: If :meth:`start_connect`
-            has not yet been called on this object.
-        """
-        if (
-            self.total is not None
-            and self.total is not _DEFAULT_TIMEOUT
-            and self._read is not None
-            and self._read is not _DEFAULT_TIMEOUT
-        ):
-            # In case the connect timeout has not yet been established.
-            if self._start_connect is None:
-                return self._read
-            return max(0, min(self.total - self.get_connect_duration(), self._read))
-        elif self.total is not None and self.total is not _DEFAULT_TIMEOUT:
-            return max(0, self.total - self.get_connect_duration())
-        else:
-            return self.resolve_default_timeout(self._read)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
deleted file mode 100644
index d53ea932a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
+++ /dev/null
@@ -1,471 +0,0 @@
-from __future__ import annotations
-
-import re
-import typing
-
-from ..exceptions import LocationParseError
-from .util import to_str
-
-# We only want to normalize urls with an HTTP(S) scheme.
-# urllib3 infers URLs without a scheme (None) to be http.
-_NORMALIZABLE_SCHEMES = ("http", "https", None)
-
-# Almost all of these patterns were derived from the
-# 'rfc3986' module: https://github.com/python-hyper/rfc3986
-_PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
-_SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
-_URI_RE = re.compile(
-    r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
-    r"(?://([^\\/?#]*))?"
-    r"([^?#]*)"
-    r"(?:\?([^#]*))?"
-    r"(?:#(.*))?$",
-    re.UNICODE | re.DOTALL,
-)
-
-_IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
-_HEX_PAT = "[0-9A-Fa-f]{1,4}"
-_LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=_HEX_PAT, ipv4=_IPV4_PAT)
-_subs = {"hex": _HEX_PAT, "ls32": _LS32_PAT}
-_variations = [
-    #                            6( h16 ":" ) ls32
-    "(?:%(hex)s:){6}%(ls32)s",
-    #                       "::" 5( h16 ":" ) ls32
-    "::(?:%(hex)s:){5}%(ls32)s",
-    # [               h16 ] "::" 4( h16 ":" ) ls32
-    "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
-    # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
-    "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
-    # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
-    "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
-    # [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
-    "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
-    # [ *4( h16 ":" ) h16 ] "::"              ls32
-    "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
-    # [ *5( h16 ":" ) h16 ] "::"              h16
-    "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
-    # [ *6( h16 ":" ) h16 ] "::"
-    "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
-]
-
-_UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._\-~"
-_IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
-_ZONE_ID_PAT = "(?:%25|%)(?:[" + _UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
-_IPV6_ADDRZ_PAT = r"\[" + _IPV6_PAT + r"(?:" + _ZONE_ID_PAT + r")?\]"
-_REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
-_TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
-
-_IPV4_RE = re.compile("^" + _IPV4_PAT + "$")
-_IPV6_RE = re.compile("^" + _IPV6_PAT + "$")
-_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT + "$")
-_BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT[2:-2] + "$")
-_ZONE_ID_RE = re.compile("(" + _ZONE_ID_PAT + r")\]$")
-
-_HOST_PORT_PAT = ("^(%s|%s|%s)(?::0*?(|0|[1-9][0-9]{0,4}))?$") % (
-    _REG_NAME_PAT,
-    _IPV4_PAT,
-    _IPV6_ADDRZ_PAT,
-)
-_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
-
-_UNRESERVED_CHARS = set(
-    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
-)
-_SUB_DELIM_CHARS = set("!$&'()*+,;=")
-_USERINFO_CHARS = _UNRESERVED_CHARS | _SUB_DELIM_CHARS | {":"}
-_PATH_CHARS = _USERINFO_CHARS | {"@", "/"}
-_QUERY_CHARS = _FRAGMENT_CHARS = _PATH_CHARS | {"?"}
-
-
-class Url(
-    typing.NamedTuple(
-        "Url",
-        [
-            ("scheme", typing.Optional[str]),
-            ("auth", typing.Optional[str]),
-            ("host", typing.Optional[str]),
-            ("port", typing.Optional[int]),
-            ("path", typing.Optional[str]),
-            ("query", typing.Optional[str]),
-            ("fragment", typing.Optional[str]),
-        ],
-    )
-):
-    """
-    Data structure for representing an HTTP URL. Used as a return value for
-    :func:`parse_url`. Both the scheme and host are normalized as they are
-    both case-insensitive according to RFC 3986.
-    """
-
-    def __new__(  # type: ignore[no-untyped-def]
-        cls,
-        scheme: str | None = None,
-        auth: str | None = None,
-        host: str | None = None,
-        port: int | None = None,
-        path: str | None = None,
-        query: str | None = None,
-        fragment: str | None = None,
-    ):
-        if path and not path.startswith("/"):
-            path = "/" + path
-        if scheme is not None:
-            scheme = scheme.lower()
-        return super().__new__(cls, scheme, auth, host, port, path, query, fragment)
-
-    @property
-    def hostname(self) -> str | None:
-        """For backwards-compatibility with urlparse. We're nice like that."""
-        return self.host
-
-    @property
-    def request_uri(self) -> str:
-        """Absolute path including the query string."""
-        uri = self.path or "/"
-
-        if self.query is not None:
-            uri += "?" + self.query
-
-        return uri
-
-    @property
-    def authority(self) -> str | None:
-        """
-        Authority component as defined in RFC 3986 3.2.
-        This includes userinfo (auth), host and port.
-
-        i.e.
-            userinfo@host:port
-        """
-        userinfo = self.auth
-        netloc = self.netloc
-        if netloc is None or userinfo is None:
-            return netloc
-        else:
-            return f"{userinfo}@{netloc}"
-
-    @property
-    def netloc(self) -> str | None:
-        """
-        Network location including host and port.
-
-        If you need the equivalent of urllib.parse's ``netloc``,
-        use the ``authority`` property instead.
-        """
-        if self.host is None:
-            return None
-        if self.port:
-            return f"{self.host}:{self.port}"
-        return self.host
-
-    @property
-    def url(self) -> str:
-        """
-        Convert self into a url
-
-        This function should more or less round-trip with :func:`.parse_url`. The
-        returned url may not be exactly the same as the url inputted to
-        :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
-        with a blank port will have : removed).
-
-        Example:
-
-        .. code-block:: python
-
-            import urllib3
-
-            U = urllib3.util.parse_url("https://google.com/mail/")
-
-            print(U.url)
-            # "https://google.com/mail/"
-
-            print( urllib3.util.Url("https", "username:password",
-                                    "host.com", 80, "/path", "query", "fragment"
-                                    ).url
-                )
-            # "https://username:password@host.com:80/path?query#fragment"
-        """
-        scheme, auth, host, port, path, query, fragment = self
-        url = ""
-
-        # We use "is not None" we want things to happen with empty strings (or 0 port)
-        if scheme is not None:
-            url += scheme + "://"
-        if auth is not None:
-            url += auth + "@"
-        if host is not None:
-            url += host
-        if port is not None:
-            url += ":" + str(port)
-        if path is not None:
-            url += path
-        if query is not None:
-            url += "?" + query
-        if fragment is not None:
-            url += "#" + fragment
-
-        return url
-
-    def __str__(self) -> str:
-        return self.url
-
-
-@typing.overload
-def _encode_invalid_chars(
-    component: str, allowed_chars: typing.Container[str]
-) -> str:  # Abstract
-    ...
-
-
-@typing.overload
-def _encode_invalid_chars(
-    component: None, allowed_chars: typing.Container[str]
-) -> None:  # Abstract
-    ...
-
-
-def _encode_invalid_chars(
-    component: str | None, allowed_chars: typing.Container[str]
-) -> str | None:
-    """Percent-encodes a URI component without reapplying
-    onto an already percent-encoded component.
-    """
-    if component is None:
-        return component
-
-    component = to_str(component)
-
-    # Normalize existing percent-encoded bytes.
-    # Try to see if the component we're encoding is already percent-encoded
-    # so we can skip all '%' characters but still encode all others.
-    component, percent_encodings = _PERCENT_RE.subn(
-        lambda match: match.group(0).upper(), component
-    )
-
-    uri_bytes = component.encode("utf-8", "surrogatepass")
-    is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
-    encoded_component = bytearray()
-
-    for i in range(0, len(uri_bytes)):
-        # Will return a single character bytestring
-        byte = uri_bytes[i : i + 1]
-        byte_ord = ord(byte)
-        if (is_percent_encoded and byte == b"%") or (
-            byte_ord < 128 and byte.decode() in allowed_chars
-        ):
-            encoded_component += byte
-            continue
-        encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
-
-    return encoded_component.decode()
-
-
-def _remove_path_dot_segments(path: str) -> str:
-    # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
-    segments = path.split("/")  # Turn the path into a list of segments
-    output = []  # Initialize the variable to use to store output
-
-    for segment in segments:
-        # '.' is the current directory, so ignore it, it is superfluous
-        if segment == ".":
-            continue
-        # Anything other than '..', should be appended to the output
-        if segment != "..":
-            output.append(segment)
-        # In this case segment == '..', if we can, we should pop the last
-        # element
-        elif output:
-            output.pop()
-
-    # If the path starts with '/' and the output is empty or the first string
-    # is non-empty
-    if path.startswith("/") and (not output or output[0]):
-        output.insert(0, "")
-
-    # If the path starts with '/.' or '/..' ensure we add one more empty
-    # string to add a trailing '/'
-    if path.endswith(("/.", "/..")):
-        output.append("")
-
-    return "/".join(output)
-
-
-@typing.overload
-def _normalize_host(host: None, scheme: str | None) -> None:
-    ...
-
-
-@typing.overload
-def _normalize_host(host: str, scheme: str | None) -> str:
-    ...
-
-
-def _normalize_host(host: str | None, scheme: str | None) -> str | None:
-    if host:
-        if scheme in _NORMALIZABLE_SCHEMES:
-            is_ipv6 = _IPV6_ADDRZ_RE.match(host)
-            if is_ipv6:
-                # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
-                # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
-                # separator as necessary to return a valid RFC 4007 scoped IP.
-                match = _ZONE_ID_RE.search(host)
-                if match:
-                    start, end = match.span(1)
-                    zone_id = host[start:end]
-
-                    if zone_id.startswith("%25") and zone_id != "%25":
-                        zone_id = zone_id[3:]
-                    else:
-                        zone_id = zone_id[1:]
-                    zone_id = _encode_invalid_chars(zone_id, _UNRESERVED_CHARS)
-                    return f"{host[:start].lower()}%{zone_id}{host[end:]}"
-                else:
-                    return host.lower()
-            elif not _IPV4_RE.match(host):
-                return to_str(
-                    b".".join([_idna_encode(label) for label in host.split(".")]),
-                    "ascii",
-                )
-    return host
-
-
-def _idna_encode(name: str) -> bytes:
-    if not name.isascii():
-        try:
-            import idna
-        except ImportError:
-            raise LocationParseError(
-                "Unable to parse URL without the 'idna' module"
-            ) from None
-
-        try:
-            return idna.encode(name.lower(), strict=True, std3_rules=True)
-        except idna.IDNAError:
-            raise LocationParseError(
-                f"Name '{name}' is not a valid IDNA label"
-            ) from None
-
-    return name.lower().encode("ascii")
-
-
-def _encode_target(target: str) -> str:
-    """Percent-encodes a request target so that there are no invalid characters
-
-    Pre-condition for this function is that 'target' must start with '/'.
-    If that is the case then _TARGET_RE will always produce a match.
-    """
-    match = _TARGET_RE.match(target)
-    if not match:  # Defensive:
-        raise LocationParseError(f"{target!r} is not a valid request URI")
-
-    path, query = match.groups()
-    encoded_target = _encode_invalid_chars(path, _PATH_CHARS)
-    if query is not None:
-        query = _encode_invalid_chars(query, _QUERY_CHARS)
-        encoded_target += "?" + query
-    return encoded_target
-
-
-def parse_url(url: str) -> Url:
-    """
-    Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
-    performed to parse incomplete urls. Fields not provided will be None.
-    This parser is RFC 3986 and RFC 6874 compliant.
-
-    The parser logic and helper functions are based heavily on
-    work done in the ``rfc3986`` module.
-
-    :param str url: URL to parse into a :class:`.Url` namedtuple.
-
-    Partly backwards-compatible with :mod:`urllib.parse`.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        print( urllib3.util.parse_url('http://google.com/mail/'))
-        # Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
-
-        print( urllib3.util.parse_url('google.com:80'))
-        # Url(scheme=None, host='google.com', port=80, path=None, ...)
-
-        print( urllib3.util.parse_url('/foo?bar'))
-        # Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
-    """
-    if not url:
-        # Empty
-        return Url()
-
-    source_url = url
-    if not _SCHEME_RE.search(url):
-        url = "//" + url
-
-    scheme: str | None
-    authority: str | None
-    auth: str | None
-    host: str | None
-    port: str | None
-    port_int: int | None
-    path: str | None
-    query: str | None
-    fragment: str | None
-
-    try:
-        scheme, authority, path, query, fragment = _URI_RE.match(url).groups()  # type: ignore[union-attr]
-        normalize_uri = scheme is None or scheme.lower() in _NORMALIZABLE_SCHEMES
-
-        if scheme:
-            scheme = scheme.lower()
-
-        if authority:
-            auth, _, host_port = authority.rpartition("@")
-            auth = auth or None
-            host, port = _HOST_PORT_RE.match(host_port).groups()  # type: ignore[union-attr]
-            if auth and normalize_uri:
-                auth = _encode_invalid_chars(auth, _USERINFO_CHARS)
-            if port == "":
-                port = None
-        else:
-            auth, host, port = None, None, None
-
-        if port is not None:
-            port_int = int(port)
-            if not (0 <= port_int <= 65535):
-                raise LocationParseError(url)
-        else:
-            port_int = None
-
-        host = _normalize_host(host, scheme)
-
-        if normalize_uri and path:
-            path = _remove_path_dot_segments(path)
-            path = _encode_invalid_chars(path, _PATH_CHARS)
-        if normalize_uri and query:
-            query = _encode_invalid_chars(query, _QUERY_CHARS)
-        if normalize_uri and fragment:
-            fragment = _encode_invalid_chars(fragment, _FRAGMENT_CHARS)
-
-    except (ValueError, AttributeError) as e:
-        raise LocationParseError(source_url) from e
-
-    # For the sake of backwards compatibility we put empty
-    # string values for path if there are any defined values
-    # beyond the path in the URL.
-    # TODO: Remove this when we break backwards compatibility.
-    if not path:
-        if query is not None or fragment is not None:
-            path = ""
-        else:
-            path = None
-
-    return Url(
-        scheme=scheme,
-        auth=auth,
-        host=host,
-        port=port_int,
-        path=path,
-        query=query,
-        fragment=fragment,
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
deleted file mode 100644
index 35c77e402..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
+++ /dev/null
@@ -1,42 +0,0 @@
-from __future__ import annotations
-
-import typing
-from types import TracebackType
-
-
-def to_bytes(
-    x: str | bytes, encoding: str | None = None, errors: str | None = None
-) -> bytes:
-    if isinstance(x, bytes):
-        return x
-    elif not isinstance(x, str):
-        raise TypeError(f"not expecting type {type(x).__name__}")
-    if encoding or errors:
-        return x.encode(encoding or "utf-8", errors=errors or "strict")
-    return x.encode()
-
-
-def to_str(
-    x: str | bytes, encoding: str | None = None, errors: str | None = None
-) -> str:
-    if isinstance(x, str):
-        return x
-    elif not isinstance(x, bytes):
-        raise TypeError(f"not expecting type {type(x).__name__}")
-    if encoding or errors:
-        return x.decode(encoding or "utf-8", errors=errors or "strict")
-    return x.decode()
-
-
-def reraise(
-    tp: type[BaseException] | None,
-    value: BaseException,
-    tb: TracebackType | None = None,
-) -> typing.NoReturn:
-    try:
-        if value.__traceback__ is not tb:
-            raise value.with_traceback(tb)
-        raise value
-    finally:
-        value = None  # type: ignore[assignment]
-        tb = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
deleted file mode 100644
index aeca0c7ad..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
+++ /dev/null
@@ -1,124 +0,0 @@
-from __future__ import annotations
-
-import select
-import socket
-from functools import partial
-
-__all__ = ["wait_for_read", "wait_for_write"]
-
-
-# How should we wait on sockets?
-#
-# There are two types of APIs you can use for waiting on sockets: the fancy
-# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
-# select/poll. The stateful APIs are more efficient when you have a lots of
-# sockets to keep track of, because you can set them up once and then use them
-# lots of times. But we only ever want to wait on a single socket at a time
-# and don't want to keep track of state, so the stateless APIs are actually
-# more efficient. So we want to use select() or poll().
-#
-# Now, how do we choose between select() and poll()? On traditional Unixes,
-# select() has a strange calling convention that makes it slow, or fail
-# altogether, for high-numbered file descriptors. The point of poll() is to fix
-# that, so on Unixes, we prefer poll().
-#
-# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
-# for it), but that's OK, because on Windows, select() doesn't have this
-# strange calling convention; plain select() works fine.
-#
-# So: on Windows we use select(), and everywhere else we use poll(). We also
-# fall back to select() in case poll() is somehow broken or missing.
-
-
-def select_wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    if not read and not write:
-        raise RuntimeError("must specify at least one of read=True, write=True")
-    rcheck = []
-    wcheck = []
-    if read:
-        rcheck.append(sock)
-    if write:
-        wcheck.append(sock)
-    # When doing a non-blocking connect, most systems signal success by
-    # marking the socket writable. Windows, though, signals success by marked
-    # it as "exceptional". We paper over the difference by checking the write
-    # sockets for both conditions. (The stdlib selectors module does the same
-    # thing.)
-    fn = partial(select.select, rcheck, wcheck, wcheck)
-    rready, wready, xready = fn(timeout)
-    return bool(rready or wready or xready)
-
-
-def poll_wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    if not read and not write:
-        raise RuntimeError("must specify at least one of read=True, write=True")
-    mask = 0
-    if read:
-        mask |= select.POLLIN
-    if write:
-        mask |= select.POLLOUT
-    poll_obj = select.poll()
-    poll_obj.register(sock, mask)
-
-    # For some reason, poll() takes timeout in milliseconds
-    def do_poll(t: float | None) -> list[tuple[int, int]]:
-        if t is not None:
-            t *= 1000
-        return poll_obj.poll(t)
-
-    return bool(do_poll(timeout))
-
-
-def _have_working_poll() -> bool:
-    # Apparently some systems have a select.poll that fails as soon as you try
-    # to use it, either due to strange configuration or broken monkeypatching
-    # from libraries like eventlet/greenlet.
-    try:
-        poll_obj = select.poll()
-        poll_obj.poll(0)
-    except (AttributeError, OSError):
-        return False
-    else:
-        return True
-
-
-def wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    # We delay choosing which implementation to use until the first time we're
-    # called. We could do it at import time, but then we might make the wrong
-    # decision if someone goes wild with monkeypatching select.poll after
-    # we're imported.
-    global wait_for_socket
-    if _have_working_poll():
-        wait_for_socket = poll_wait_for_socket
-    elif hasattr(select, "select"):
-        wait_for_socket = select_wait_for_socket
-    return wait_for_socket(sock, read, write, timeout)
-
-
-def wait_for_read(sock: socket.socket, timeout: float | None = None) -> bool:
-    """Waits for reading to be available on a given socket.
-    Returns True if the socket is readable, or False if the timeout expired.
-    """
-    return wait_for_socket(sock, read=True, timeout=timeout)
-
-
-def wait_for_write(sock: socket.socket, timeout: float | None = None) -> bool:
-    """Waits for writing to be available on a given socket.
-    Returns True if the socket is readable, or False if the timeout expired.
-    """
-    return wait_for_socket(sock, write=True, timeout=timeout)

From 98b32c2dde4b6d4512b10fcf9804c0b707f64efa Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 15 Jul 2024 23:46:03 +0100
Subject: [PATCH 14/37] Updates to README.md, added output for kb id and ds id

---
 eventbridge-bedrock-s3-aoss/README.md                  | 10 ++++------
 .../stacks/bedrock_knowledgebase_stack.py              |  6 +++++-
 2 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 9d61aa3dd..2a3bde220 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -93,13 +93,11 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 
 1. Review the CloudFormation template CDK generates for the included stacks using the following AWS CDK CLI command:
 
-> [!NOTE]  
-> Substitute the stack_id with one from the list in output of the `cdk list` command
-
+    > [!NOTE]  
+    > Substitute the stack_id with one from the list in output of the `cdk list` command
     ```
     cdk synth <stack_id>
     ```
-
 1. From the command line, use AWS CDK to deploy the AWS resources.
     ```
     cdk deploy --all
@@ -130,11 +128,11 @@ See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/usergui
 The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
 
 > [!NOTE]  
-> Substitute the knowledge_base_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
+> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
 
 
 ```
-aws logs tail --follow --since 2m BedrockKnowledgeBase-<knowledge_base_id>
+aws logs tail --follow --since 2m BedrockKnowledgeBase-`<knowledge_base_id>`
 ```
 
 ### View Ingestion Job timestamp and status
diff --git a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
index 35c6882ac..2dd0ccbd9 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
@@ -1,5 +1,6 @@
 import json
 from aws_cdk import (
+    CfnOutput,
     Stack,
     aws_bedrock as bedrock,
     aws_s3 as s3,
@@ -82,4 +83,7 @@ def __init__(self, scope: Construct, construct_id: str,
             knowledge_base_id=bedrock_knowledgebase.attr_knowledge_base_id,
         )
         self.knowledge_base_id = bedrock_knowledgebase.attr_knowledge_base_id
-        self.knowledgebase_datasource_id = knowledgebase_datasource.attr_data_source_id
\ No newline at end of file
+        self.knowledgebase_datasource_id = knowledgebase_datasource.attr_data_source_id
+        CfnOutput(
+            self, "knowledge_base_id", value=self.knowledge_base_id,export_name="knowledgeBaseId")
+        CfnOutput(self, "data_source_id", value=self.knowledgebase_datasource_id, export_name="DataSourceId")
\ No newline at end of file

From 48f170ceb947cd544f9bb69bc158a302c77154c8 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Thu, 18 Jul 2024 08:57:27 +0100
Subject: [PATCH 15/37] updated example_pattern.json to fix issues

---
 eventbridge-bedrock-s3-aoss/example-pattern.json | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/example-pattern.json b/eventbridge-bedrock-s3-aoss/example-pattern.json
index d9dadcaff..a8396ede3 100644
--- a/eventbridge-bedrock-s3-aoss/example-pattern.json
+++ b/eventbridge-bedrock-s3-aoss/example-pattern.json
@@ -8,15 +8,15 @@
     "headline": "How it works",
     "text": [
       "This sample project demonstrates how to use an EventBridge rule to periodically sync a Bedrock Knowledge Base data source to Amazon OpenSearch Serverless.",
-      "The sample project uses an EventBridge Scheduler that runs on a regular interval. The scheduler invokes has a universal target configured to trigger the StartIngestion API on Amazon Bedrock Agent service"
+      "The sample project uses an EventBridge Scheduler that runs on a regular interval. The scheduler has a universal target configured to trigger the StartIngestionJob API on Amazon Bedrock Agent service. The StartIngestionJob runs a job to sync the data source to the Knowledge Base"
     ]
   },
   "gitHub": {
     "template": {
       "repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/eventbridge-bedrock-s3-aoss",
       "templateURL": "serverless-patterns/eventbridge-bedrock-s3-aoss",
-      "projectFolder": "eventbridge-lambda-bedrock",
-      "templateFile": "eventbridge-lambda-bedrock_stack.py"
+      "projectFolder": "eventbridge-bedrock-s3-aoss",
+      "templateFile": "app.py"0
     }
   },
   "resources": {
@@ -37,7 +37,7 @@
   },
   "deploy": {
     "text": [
-      "sam deploy"
+      "cdk deploy --all"
     ]
   },
   "testing": {
@@ -47,7 +47,7 @@
   },
   "cleanup": {
     "text": [
-      "Delete the stack: <code>cdk delete</code>."
+      "Delete the stack: <code>cdk destroy</code>."
     ]
   },
   "authors": [

From 041213836aaa98fe9c04a5b5ee53a8fa968215be Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Thu, 18 Jul 2024 09:01:11 +0100
Subject: [PATCH 16/37] removed unneccessary file

---
 apigw-lambda-bedrock-s3-cdk-python/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apigw-lambda-bedrock-s3-cdk-python/README.md b/apigw-lambda-bedrock-s3-cdk-python/README.md
index 82d3495d5..33726e2b4 100644
--- a/apigw-lambda-bedrock-s3-cdk-python/README.md
+++ b/apigw-lambda-bedrock-s3-cdk-python/README.md
@@ -66,7 +66,7 @@ You must request access to a model before you can use it. If you try to use the
     ```
 1. Install the Python required dependencies:
     ```
-    pip install --target python -r requirements.txt
+    pip install -r requirements.txt
     ```
 1. Run the command below to bootstrap your account. CDK needs it to deploy
     ```

From bd1dd77364f450361d50ec515fb6807781e692ca Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Thu, 18 Jul 2024 09:02:36 +0100
Subject: [PATCH 17/37] removed unneccessary file

---
 s3-lambda-bedrock-aoss/README.md | 2 --
 1 file changed, 2 deletions(-)

diff --git a/s3-lambda-bedrock-aoss/README.md b/s3-lambda-bedrock-aoss/README.md
index 5a2f1dda0..3d54979d8 100644
--- a/s3-lambda-bedrock-aoss/README.md
+++ b/s3-lambda-bedrock-aoss/README.md
@@ -1,7 +1,5 @@
 # Document embeddings for Amazon Bedrock using Amazon S3/AWS Lambda/Amazon OpenSearch Serverless
 
-![architecture](architecture/architecture.png)
-
 This pattern can be used to automatically create embeddings using Amazon Bedrock for documents uploaded to an Amazon S3 bucket and store the embeddings along with the document content in an Amazon OpenSearch Serverless index.
 
 This pattern is useful for RAG-based applications that use Amazon S3 as source for the knowledge base for their LLM models. The pattern helps to seamlessly create and store the embeddings for new documents once they are upload to S3.

From dfe003e92f9e91392cf3f08c474f26b323cace8b Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Thu, 18 Jul 2024 09:03:33 +0100
Subject: [PATCH 18/37] removed unneccessary file

---
 package.json | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/package.json b/package.json
index 6fd2c90cd..eaadd0cf7 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,5 @@
 {
   "dependencies": {
-    "@aws-sdk/client-sfn": "^3.449.0",
-    "aws-cdk": "^2.148.0"
+    "@aws-sdk/client-sfn": "^3.449.0"
   }
 }

From d6836c1e5762ce2c2f06686a4d6c6d75a3518606 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Thu, 18 Jul 2024 23:13:27 +0100
Subject: [PATCH 19/37] updated to fix stack issues

---
 apigw-lambda-bedrock-s3-cdk-python/README.md  |    2 +-
 eventbridge-bedrock-s3-aoss/README.md         |   41 +-
 eventbridge-bedrock-s3-aoss/app.py            |   35 +-
 eventbridge-bedrock-s3-aoss/cdk.context.json  |   15 +-
 .../example-pattern.json                      |    2 +-
 .../examples/2022-Shareholder-Letter.pdf      |  Bin 0 -> 102936 bytes
 .../python/Events-0.5.dist-info/AUTHORS       |   18 +
 .../python/Events-0.5.dist-info/INSTALLER     |    1 +
 .../python/Events-0.5.dist-info/LICENSE       |   33 +
 .../python/Events-0.5.dist-info/METADATA      |  130 +
 .../layers/python/Events-0.5.dist-info/RECORD |   15 +
 .../layers/python/Events-0.5.dist-info/WHEEL  |    5 +
 .../python/Events-0.5.dist-info/top_level.txt |    1 +
 .../functions/layers/python/bin/normalizer    |    8 +
 .../certifi-2024.7.4.dist-info/INSTALLER      |    1 +
 .../python/certifi-2024.7.4.dist-info/LICENSE |   20 +
 .../certifi-2024.7.4.dist-info/METADATA       |   67 +
 .../python/certifi-2024.7.4.dist-info/RECORD  |   14 +
 .../python/certifi-2024.7.4.dist-info/WHEEL   |    5 +
 .../certifi-2024.7.4.dist-info/top_level.txt  |    1 +
 .../layers/python/certifi/__init__.py         |    4 +
 .../layers/python/certifi/__main__.py         |   12 +
 .../layers/python/certifi/cacert.pem          | 4798 +++++++++
 .../functions/layers/python/certifi/core.py   |  114 +
 .../functions/layers/python/certifi/py.typed  |    0
 .../INSTALLER                                 |    1 +
 .../LICENSE                                   |   21 +
 .../METADATA                                  |  683 ++
 .../charset_normalizer-3.3.2.dist-info/RECORD |   35 +
 .../charset_normalizer-3.3.2.dist-info/WHEEL  |    5 +
 .../entry_points.txt                          |    2 +
 .../top_level.txt                             |    1 +
 .../python/charset_normalizer/__init__.py     |   46 +
 .../python/charset_normalizer/__main__.py     |    4 +
 .../layers/python/charset_normalizer/api.py   |  626 ++
 .../layers/python/charset_normalizer/cd.py    |  395 +
 .../python/charset_normalizer/cli/__init__.py |    6 +
 .../python/charset_normalizer/cli/__main__.py |  296 +
 .../python/charset_normalizer/constant.py     | 1995 ++++
 .../python/charset_normalizer/legacy.py       |   54 +
 .../md.cpython-311-darwin.so                  |  Bin 0 -> 33152 bytes
 .../layers/python/charset_normalizer/md.py    |  615 ++
 .../md__mypyc.cpython-311-darwin.so           |  Bin 0 -> 215680 bytes
 .../python/charset_normalizer/models.py       |  340 +
 .../layers/python/charset_normalizer/py.typed |    0
 .../layers/python/charset_normalizer/utils.py |  421 +
 .../python/charset_normalizer/version.py      |    6 +
 .../layers/python/dateutil/__init__.py        |   24 +
 .../layers/python/dateutil/_common.py         |   43 +
 .../layers/python/dateutil/_version.py        |    4 +
 .../layers/python/dateutil/easter.py          |   89 +
 .../layers/python/dateutil/parser/__init__.py |   61 +
 .../layers/python/dateutil/parser/_parser.py  | 1613 ++++
 .../python/dateutil/parser/isoparser.py       |  416 +
 .../layers/python/dateutil/relativedelta.py   |  599 ++
 .../functions/layers/python/dateutil/rrule.py | 1737 ++++
 .../layers/python/dateutil/tz/__init__.py     |   12 +
 .../layers/python/dateutil/tz/_common.py      |  419 +
 .../layers/python/dateutil/tz/_factories.py   |   80 +
 .../functions/layers/python/dateutil/tz/tz.py | 1849 ++++
 .../layers/python/dateutil/tz/win.py          |  370 +
 .../functions/layers/python/dateutil/tzwin.py |    2 +
 .../functions/layers/python/dateutil/utils.py |   71 +
 .../python/dateutil/zoneinfo/__init__.py      |  167 +
 .../zoneinfo/dateutil-zoneinfo.tar.gz         |  Bin 0 -> 156400 bytes
 .../python/dateutil/zoneinfo/rebuild.py       |   75 +
 .../layers/python/events/__init__.py          |    9 +
 .../functions/layers/python/events/events.py  |  120 +
 .../layers/python/events/tests/__init__.py    |    0
 .../layers/python/events/tests/tests.py       |  178 +
 .../python/idna-3.7.dist-info/INSTALLER       |    1 +
 .../python/idna-3.7.dist-info/LICENSE.md      |   31 +
 .../layers/python/idna-3.7.dist-info/METADATA |  243 +
 .../layers/python/idna-3.7.dist-info/RECORD   |   22 +
 .../layers/python/idna-3.7.dist-info/WHEEL    |    4 +
 .../functions/layers/python/idna/__init__.py  |   44 +
 .../functions/layers/python/idna/codec.py     |  118 +
 .../functions/layers/python/idna/compat.py    |   13 +
 .../functions/layers/python/idna/core.py      |  395 +
 .../functions/layers/python/idna/idnadata.py  | 4245 ++++++++
 .../functions/layers/python/idna/intranges.py |   54 +
 .../layers/python/idna/package_data.py        |    2 +
 .../functions/layers/python/idna/py.typed     |    0
 .../functions/layers/python/idna/uts46data.py | 8598 +++++++++++++++++
 .../opensearch_py-2.6.0.dist-info/AUTHORS     |    2 +
 .../opensearch_py-2.6.0.dist-info/INSTALLER   |    1 +
 .../opensearch_py-2.6.0.dist-info/LICENSE.txt |  201 +
 .../opensearch_py-2.6.0.dist-info/METADATA    |  126 +
 .../opensearch_py-2.6.0.dist-info/NOTICE.txt  |    8 +
 .../opensearch_py-2.6.0.dist-info/RECORD      |  224 +
 .../opensearch_py-2.6.0.dist-info/REQUESTED   |    0
 .../opensearch_py-2.6.0.dist-info/WHEEL       |    6 +
 .../top_level.txt                             |    1 +
 .../layers/python/opensearchpy/__init__.py    |  265 +
 .../python/opensearchpy/_async/__init__.py    |   25 +
 .../opensearchpy/_async/_extra_imports.py     |   53 +
 .../opensearchpy/_async/client/__init__.py    | 3064 ++++++
 .../opensearchpy/_async/client/_patch.py      |  148 +
 .../python/opensearchpy/_async/client/cat.py  | 1403 +++
 .../opensearchpy/_async/client/client.py      |   41 +
 .../opensearchpy/_async/client/cluster.py     | 1029 ++
 .../_async/client/dangling_indices.py         |  165 +
 .../opensearchpy/_async/client/features.py    |   63 +
 .../python/opensearchpy/_async/client/http.py |  128 +
 .../opensearchpy/_async/client/indices.py     | 2766 ++++++
 .../opensearchpy/_async/client/ingest.py      |  256 +
 .../opensearchpy/_async/client/nodes.py       |  294 +
 .../opensearchpy/_async/client/plugins.py     |   63 +
 .../opensearchpy/_async/client/remote.py      |   38 +
 .../_async/client/remote_store.py             |   65 +
 .../_async/client/search_pipeline.py          |  151 +
 .../opensearchpy/_async/client/security.py    | 2344 +++++
 .../opensearchpy/_async/client/snapshot.py    |  611 ++
 .../opensearchpy/_async/client/tasks.py       |  194 +
 .../opensearchpy/_async/client/utils.py       |   46 +
 .../python/opensearchpy/_async/compat.py      |   32 +
 .../opensearchpy/_async/helpers/__init__.py   |    8 +
 .../opensearchpy/_async/helpers/actions.py    |  498 +
 .../opensearchpy/_async/helpers/document.py   |  471 +
 .../_async/helpers/faceted_search.py          |  202 +
 .../opensearchpy/_async/helpers/index.py      |  663 ++
 .../opensearchpy/_async/helpers/mapping.py    |  169 +
 .../opensearchpy/_async/helpers/search.py     |  537 +
 .../opensearchpy/_async/helpers/test.py       |   43 +
 .../_async/helpers/update_by_query.py         |  153 +
 .../opensearchpy/_async/http_aiohttp.py       |  395 +
 .../opensearchpy/_async/plugins/__init__.py   |    8 +
 .../opensearchpy/_async/plugins/alerting.py   |  262 +
 .../_async/plugins/index_management.py        |  169 +
 .../python/opensearchpy/_async/plugins/knn.py |  373 +
 .../_async/plugins/notifications.py           |  351 +
 .../opensearchpy/_async/plugins/rollups.py    |  235 +
 .../opensearchpy/_async/plugins/transforms.py |  308 +
 .../python/opensearchpy/_async/transport.py   |  454 +
 .../layers/python/opensearchpy/_version.py    |   27 +
 .../python/opensearchpy/client/__init__.py    | 3064 ++++++
 .../python/opensearchpy/client/_patch.py      |  144 +
 .../layers/python/opensearchpy/client/cat.py  | 1403 +++
 .../python/opensearchpy/client/client.py      |   41 +
 .../python/opensearchpy/client/cluster.py     | 1029 ++
 .../opensearchpy/client/dangling_indices.py   |  165 +
 .../python/opensearchpy/client/features.py    |   63 +
 .../layers/python/opensearchpy/client/http.py |  128 +
 .../python/opensearchpy/client/indices.py     | 2766 ++++++
 .../python/opensearchpy/client/ingest.py      |  256 +
 .../python/opensearchpy/client/nodes.py       |  294 +
 .../python/opensearchpy/client/plugins.py     |   63 +
 .../python/opensearchpy/client/remote.py      |   38 +
 .../opensearchpy/client/remote_store.py       |   65 +
 .../opensearchpy/client/search_pipeline.py    |  151 +
 .../python/opensearchpy/client/security.py    | 2344 +++++
 .../python/opensearchpy/client/snapshot.py    |  611 ++
 .../python/opensearchpy/client/tasks.py       |  194 +
 .../python/opensearchpy/client/utils.py       |  226 +
 .../layers/python/opensearchpy/compat.py      |   79 +
 .../opensearchpy/connection/__init__.py       |   46 +
 .../connection/async_connections.py           |  117 +
 .../python/opensearchpy/connection/base.py    |  339 +
 .../opensearchpy/connection/connections.py    |  131 +
 .../opensearchpy/connection/http_async.py     |  307 +
 .../opensearchpy/connection/http_requests.py  |  267 +
 .../opensearchpy/connection/http_urllib3.py   |  329 +
 .../python/opensearchpy/connection/pooling.py |   68 +
 .../python/opensearchpy/connection_pool.py    |  335 +
 .../layers/python/opensearchpy/exceptions.py  |  210 +
 .../python/opensearchpy/helpers/__init__.py   |   67 +
 .../python/opensearchpy/helpers/actions.py    |  691 ++
 .../python/opensearchpy/helpers/aggs.py       |  457 +
 .../python/opensearchpy/helpers/analysis.py   |  310 +
 .../opensearchpy/helpers/asyncsigner.py       |   82 +
 .../python/opensearchpy/helpers/document.py   |  527 +
 .../python/opensearchpy/helpers/errors.py     |   45 +
 .../opensearchpy/helpers/faceted_search.py    |  471 +
 .../python/opensearchpy/helpers/field.py      |  534 +
 .../python/opensearchpy/helpers/function.py   |  125 +
 .../python/opensearchpy/helpers/index.py      |  656 ++
 .../python/opensearchpy/helpers/mapping.py    |  246 +
 .../python/opensearchpy/helpers/query.py      |  526 +
 .../opensearchpy/helpers/response/__init__.py |  130 +
 .../opensearchpy/helpers/response/aggs.py     |   94 +
 .../opensearchpy/helpers/response/hit.py      |   65 +
 .../python/opensearchpy/helpers/search.py     |  868 ++
 .../python/opensearchpy/helpers/signer.py     |  139 +
 .../python/opensearchpy/helpers/test.py       |  114 +
 .../opensearchpy/helpers/update_by_query.py   |  171 +
 .../python/opensearchpy/helpers/utils.py      |  613 ++
 .../python/opensearchpy/helpers/wrappers.py   |   91 +
 .../python/opensearchpy/metrics/__init__.py   |   18 +
 .../python/opensearchpy/metrics/metrics.py    |   42 +
 .../opensearchpy/metrics/metrics_events.py    |   61 +
 .../opensearchpy/metrics/metrics_none.py      |   47 +
 .../python/opensearchpy/plugins/__init__.py   |    8 +
 .../python/opensearchpy/plugins/alerting.py   |  227 +
 .../opensearchpy/plugins/index_management.py  |  167 +
 .../layers/python/opensearchpy/plugins/knn.py |  373 +
 .../opensearchpy/plugins/notifications.py     |  351 +
 .../python/opensearchpy/plugins/rollups.py    |  235 +
 .../python/opensearchpy/plugins/transforms.py |  308 +
 .../layers/python/opensearchpy/py.typed       |    0
 .../layers/python/opensearchpy/serializer.py  |  215 +
 .../layers/python/opensearchpy/transport.py   |  514 +
 .../INSTALLER                                 |    1 +
 .../LICENSE                                   |   54 +
 .../METADATA                                  |  204 +
 .../RECORD                                    |   44 +
 .../WHEEL                                     |    6 +
 .../top_level.txt                             |    1 +
 .../zip-safe                                  |    1 +
 .../requests-2.32.3.dist-info/INSTALLER       |    1 +
 .../python/requests-2.32.3.dist-info/LICENSE  |  175 +
 .../python/requests-2.32.3.dist-info/METADATA |  119 +
 .../python/requests-2.32.3.dist-info/RECORD   |   42 +
 .../python/requests-2.32.3.dist-info/WHEEL    |    5 +
 .../requests-2.32.3.dist-info/top_level.txt   |    1 +
 .../layers/python/requests/__init__.py        |  184 +
 .../layers/python/requests/__version__.py     |   14 +
 .../layers/python/requests/_internal_utils.py |   50 +
 .../layers/python/requests/adapters.py        |  719 ++
 .../functions/layers/python/requests/api.py   |  157 +
 .../functions/layers/python/requests/auth.py  |  314 +
 .../functions/layers/python/requests/certs.py |   17 +
 .../layers/python/requests/compat.py          |   94 +
 .../layers/python/requests/cookies.py         |  561 ++
 .../layers/python/requests/exceptions.py      |  151 +
 .../functions/layers/python/requests/help.py  |  134 +
 .../functions/layers/python/requests/hooks.py |   33 +
 .../layers/python/requests/models.py          | 1037 ++
 .../layers/python/requests/packages.py        |   23 +
 .../layers/python/requests/sessions.py        |  831 ++
 .../layers/python/requests/status_codes.py    |  128 +
 .../layers/python/requests/structures.py      |   99 +
 .../functions/layers/python/requests/utils.py | 1096 +++
 .../python/six-1.16.0.dist-info/INSTALLER     |    1 +
 .../python/six-1.16.0.dist-info/LICENSE       |   18 +
 .../python/six-1.16.0.dist-info/METADATA      |   49 +
 .../layers/python/six-1.16.0.dist-info/RECORD |    8 +
 .../layers/python/six-1.16.0.dist-info/WHEEL  |    6 +
 .../python/six-1.16.0.dist-info/top_level.txt |    1 +
 .../functions/layers/python/six.py            |  998 ++
 .../python/urllib3-2.2.2.dist-info/INSTALLER  |    1 +
 .../python/urllib3-2.2.2.dist-info/METADATA   |  154 +
 .../python/urllib3-2.2.2.dist-info/RECORD     |   75 +
 .../python/urllib3-2.2.2.dist-info/WHEEL      |    4 +
 .../licenses/LICENSE.txt                      |   21 +
 .../layers/python/urllib3/__init__.py         |  211 +
 .../layers/python/urllib3/_base_connection.py |  172 +
 .../layers/python/urllib3/_collections.py     |  483 +
 .../layers/python/urllib3/_request_methods.py |  279 +
 .../layers/python/urllib3/_version.py         |    4 +
 .../layers/python/urllib3/connection.py       |  929 ++
 .../layers/python/urllib3/connectionpool.py   | 1182 +++
 .../layers/python/urllib3/contrib/__init__.py |    0
 .../urllib3/contrib/emscripten/__init__.py    |   16 +
 .../urllib3/contrib/emscripten/connection.py  |  254 +
 .../emscripten/emscripten_fetch_worker.js     |  110 +
 .../urllib3/contrib/emscripten/fetch.py       |  418 +
 .../urllib3/contrib/emscripten/request.py     |   22 +
 .../urllib3/contrib/emscripten/response.py    |  285 +
 .../python/urllib3/contrib/pyopenssl.py       |  548 ++
 .../layers/python/urllib3/contrib/socks.py    |  228 +
 .../layers/python/urllib3/exceptions.py       |  321 +
 .../functions/layers/python/urllib3/fields.py |  341 +
 .../layers/python/urllib3/filepost.py         |   89 +
 .../functions/layers/python/urllib3/http2.py  |  230 +
 .../layers/python/urllib3/poolmanager.py      |  637 ++
 .../functions/layers/python/urllib3/py.typed  |    2 +
 .../layers/python/urllib3/response.py         | 1265 +++
 .../layers/python/urllib3/util/__init__.py    |   42 +
 .../layers/python/urllib3/util/connection.py  |  137 +
 .../layers/python/urllib3/util/proxy.py       |   43 +
 .../layers/python/urllib3/util/request.py     |  256 +
 .../layers/python/urllib3/util/response.py    |  101 +
 .../layers/python/urllib3/util/retry.py       |  533 +
 .../layers/python/urllib3/util/ssl_.py        |  509 +
 .../python/urllib3/util/ssl_match_hostname.py |  159 +
 .../python/urllib3/util/ssltransport.py       |  279 +
 .../layers/python/urllib3/util/timeout.py     |  275 +
 .../layers/python/urllib3/util/url.py         |  471 +
 .../layers/python/urllib3/util/util.py        |   42 +
 .../layers/python/urllib3/util/wait.py        |  124 +
 .../bedrock-menu-expand.png                   |  Bin
 .../bedrock-search.png                        |  Bin
 .../cloudtrail-eventhistory.png               |  Bin
 .../images/cloudwatch-log.png                 |  Bin 0 -> 101718 bytes
 .../edit-model-access.png                     |  Bin
 .../images/list-ingestion-jobs-output.png     |  Bin 0 -> 30620 bytes
 .../model-access-link.png                     |  Bin
 .../model-access-view-2.png                   |  Bin
 .../model-access-view.png                     |  Bin
 .../region-selection.png                      |  Bin
 .../startingestionjob-event.png               |  Bin
 .../{bedrock_setup => images}/submit.png      |  Bin
 .../stacks/bedrock_knowledgebase_logging.py   |    4 +-
 .../stacks/bedrock_knowledgebase_stack.py     |   44 +-
 .../stacks/bedrock_service_role_stack.py      |   21 +-
 .../stacks/ingestion_job_resources_stack.py   |   48 +-
 .../stacks/opensearch_serverless_stack.py     |   14 +-
 297 files changed, 95231 insertions(+), 131 deletions(-)
 create mode 100644 eventbridge-bedrock-s3-aoss/examples/2022-Shareholder-Letter.pdf
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
 create mode 100755 eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
 create mode 100755 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so
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 create mode 100755 eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
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 create mode 100644 eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
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 rename eventbridge-bedrock-s3-aoss/{bedrock_setup => images}/bedrock-menu-expand.png (100%)
 rename eventbridge-bedrock-s3-aoss/{bedrock_setup => images}/bedrock-search.png (100%)
 rename eventbridge-bedrock-s3-aoss/{test_screenshots => images}/cloudtrail-eventhistory.png (100%)
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 rename eventbridge-bedrock-s3-aoss/{bedrock_setup => images}/model-access-link.png (100%)
 rename eventbridge-bedrock-s3-aoss/{bedrock_setup => images}/model-access-view-2.png (100%)
 rename eventbridge-bedrock-s3-aoss/{bedrock_setup => images}/model-access-view.png (100%)
 rename eventbridge-bedrock-s3-aoss/{bedrock_setup => images}/region-selection.png (100%)
 rename eventbridge-bedrock-s3-aoss/{test_screenshots => images}/startingestionjob-event.png (100%)
 rename eventbridge-bedrock-s3-aoss/{bedrock_setup => images}/submit.png (100%)

diff --git a/apigw-lambda-bedrock-s3-cdk-python/README.md b/apigw-lambda-bedrock-s3-cdk-python/README.md
index 33726e2b4..82d3495d5 100644
--- a/apigw-lambda-bedrock-s3-cdk-python/README.md
+++ b/apigw-lambda-bedrock-s3-cdk-python/README.md
@@ -66,7 +66,7 @@ You must request access to a model before you can use it. If you try to use the
     ```
 1. Install the Python required dependencies:
     ```
-    pip install -r requirements.txt
+    pip install --target python -r requirements.txt
     ```
 1. Run the command below to bootstrap your account. CDK needs it to deploy
     ```
diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 2a3bde220..6c7f51a90 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -29,23 +29,23 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 
 1. In the AWS console, select the region from which you want to access Amazon Bedrock. 
 
-    ![Region Selection](bedrock_setup/region-selection.png)
+    ![Region Selection](images/region-selection.png)
 
 1. Find **Amazon Bedrock** by searching in the AWS console.
 
-    ![Bedrock Search](bedrock_setup/bedrock-search.png)
+    ![Bedrock Search](images/bedrock-search.png)
 
 1. Expand the side menu.
 
-    ![Bedrock Expand Menu](bedrock_setup/bedrock-menu-expand.png)
+    ![Bedrock Expand Menu](images/bedrock-menu-expand.png)
 
 1. From the side menu, select **Model access**.
 
-    ![Model Access](bedrock_setup/model-access-link.png)
+    ![Model Access](images/model-access-link.png)
 
 1. Depending on your view, Select the **Enable specific models** button or the **Modify Model Access** button
 
-   ![Model Access View](bedrock_setup/model-access-view.png)
+   ![Model Access View](images/model-access-view.png)
     
 
 6. Use the checkboxes to select the models you wish to enable. Review the applicable EULAs as needed. Click **Save changes** to activate the models in your account. For this pattern, by default, we would only need Titan Text Embeddings V2  /  model id: amazon.titan-embed-text-v2:0.
@@ -102,8 +102,14 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     ```
     cdk deploy --all
     ```
+    Enter `y` if prompted `Do you wish to deploy these changes (y/n)?`
+    
+    > [!NOTE]  
+    > You can optionally change the `collection_name`, `index_name`, `knowledge_base_name`, `kb_s3_datasource_name`
+    parameters in the `cdk.context.json`. The parameters are used to name the OpenSearch Serverless collection, index, the Amazon Bedrock Knowledge base and the associated S3 data source, respectively.
+
 ## How it works
-CDK will create a Knowledge Base for Bedrock with a S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. Amazon Bedrock supports a monitoring system to help you understand the execution of any data ingestion jobs. The Stack would create the neccessary CloudWatch log groups and CloudWatch delivery. You can gain visibility into the ingestion of your knowledge base resources with this logging system. Additionally, Amazon Bedrock is integrated with AWS CloudTrail, a service that provides a record of actions taken by a user, role, or an AWS service in Amazon Bedrock. CloudTrail captures all API calls for Amazon Bedrock as events.
+CDK will create a Knowledge Base for Bedrock configure with S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. A data source repository contains files or content with information that can be retrieved when your knowledge base is queried. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. Amazon Bedrock supports a monitoring system to help you understand the execution of any data ingestion jobs. The Stack would create the neccessary CloudWatch log groups and CloudWatch delivery. You can gain visibility into the ingestion of your knowledge base resources with this logging system. Additionally, Amazon Bedrock is integrated with AWS CloudTrail, a service that provides a record of actions taken by a user, role, or an AWS service in Amazon Bedrock. CloudTrail captures all API calls for Amazon Bedrock as events.
 
 
 ## Testing
@@ -113,12 +119,20 @@ The EventScheduler should be enabled by default when the stack creation is compl
 ```
 aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group BedrockKBSyncScheduleGroup --query 'State' --output text
 ```
+### Upload Document(s) to S3 Bucket
+Upload a sample pdf document to S3 bucket that is configured as the KB Datasource. You can provide your own or use one of the pdfs provided in  ```examples``` folder. You can find the bucketname in the Outputs section of the CDK command output from the BedrockKBStack
+
+    ```
+    aws s3 cp examples/2022-Shareholder-Letter.pdf s3://<BucketName>
+    ```
+
+
 ### View CloudTrail log for StartIngestionJob
 1. In the CloudTrail console, click on Event history. Event history provides a viewable, searchable, downloadable, and immutable record of the past 90 days of management events. 
-![CloudTrail Event History](test_screenshots/cloudtrail-eventhistory.png)
+![CloudTrail Event History](images/cloudtrail-eventhistorypng)
 
 1. Filter using the Event Name as StartIngestionJob as well as by date and time (for example, Last 20 minutes)
-![StartIngestionJob Event](test_screenshots/startingestionjob-event.png)
+![StartIngestionJob Event](images/startingestionjob-event.png)
 
 1. In the Event Record, verify that the `sessionContext.sessionIssuer.userName` mentions `EventBridgeSchedulerRole` which is the role that was created by the CDK stack, and assigned to the EventBridge Schedule. Also the `userAgent` indicates `AmazonEventBridgeScheduler` as the agent through which the request was made. 
 
@@ -130,11 +144,15 @@ The following command tails the CloudWatch log to view KnowledgeBase events as t
 > [!NOTE]  
 > Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
 
-
 ```
-aws logs tail --follow --since 2m BedrockKnowledgeBase-`<knowledge_base_id>`
+aws logs tail --follow --since 20m BedrockKnowledgeBase-`<knowledge_base_id>`
 ```
 
+Sample Output
+Filtered log output show status logged when the job completes. Note the resource statistics of number of resources ingested showing the document count that was ingested into the knowledge base
+
+![cloudwatch-log](images/cloudwatch-log.png)
+
 ### View Ingestion Job timestamp and status
 Once you've verified that the EventBridge scheduler has invoked the StartIngestionJob, you can use the following command to check the status of ingestion job. The command outputs the most recently started ingestion job.
 
@@ -144,8 +162,9 @@ Once you've verified that the EventBridge scheduler has invoked the StartIngesti
 ```
 aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --data-source-id <data_source_id> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'
 ```
-### Use the knowledge base to Retrieve and Generate
+Sample Output 
 
+![list-ingestion-jobs-output](images/list-ingestion-jobs-output.png)
 
 ## Cleanup
  
diff --git a/eventbridge-bedrock-s3-aoss/app.py b/eventbridge-bedrock-s3-aoss/app.py
index e210b8a50..e136b1cf3 100644
--- a/eventbridge-bedrock-s3-aoss/app.py
+++ b/eventbridge-bedrock-s3-aoss/app.py
@@ -10,51 +10,24 @@
 
 app = cdk.App()
 
-stack_suffix = app.node.try_get_context('stack_suffix')
-
 bedrock_sr_ap_stack = BedrockServiceRoleStack(app,
-    "BedrockServiceRoleAccessPolicyStack",
-    env=cdk.Environment(
-        region=os.getenv('us-west-2')
-    ),
-    stack_suffix=stack_suffix
+    "BedrockServiceRoleStack",
 )
 
-opensearch_serverless_stack = OpenSearchServerlessStack(app, "OpenSearchServerlessStack",
-    env=cdk.Environment(
-        region=os.getenv('us-west-2')
-    ),
-    stack_suffix=stack_suffix,
+opensearch_serverless_stack = OpenSearchServerlessStack(app, "AOSSStack",
     bedrock_kb_service_role_arn =  bedrock_sr_ap_stack.bedrock_kb_service_role_arn
 )                   
 
 bedrock_kb_stack = BedrockKnowledgebaseStack(app,
-    "BedrockKnowledgebaseStack",
-    env=cdk.Environment(
-        region=os.getenv('us-west-2')
-    ),
-    stack_suffix=stack_suffix,
+    "BedrockKBStack",
     cfn_aoss_collection_arn = opensearch_serverless_stack.cfn_aoss_collection_arn,
     index_name = opensearch_serverless_stack.index_name,
     bedrock_kb_service_role_arn = bedrock_sr_ap_stack.bedrock_kb_service_role_arn
 )
 ingestion_job_resources_stack = IngestionJobResourcesStack(app,
-    "IngestionResourcesStack",
-    env=cdk.Environment(
-        region=os.getenv('us-west-2')
-    ),
-    stack_suffix=stack_suffix,
+    "SchedulerStack",
     knowledge_base_id=bedrock_kb_stack.knowledge_base_id,
     data_source_id=bedrock_kb_stack.knowledgebase_datasource_id
 )
 
-knowledge_base_logging_stack = KnowledgeBaseLoggingStack(app,
-    "KnowledgeBaseLoggingStack",
-    env=cdk.Environment(
-        region=os.getenv('us-west-2')
-    ),
-    stack_suffix=stack_suffix,
-    knowledge_base_id=bedrock_kb_stack.knowledge_base_id
-)
-
 app.synth()
diff --git a/eventbridge-bedrock-s3-aoss/cdk.context.json b/eventbridge-bedrock-s3-aoss/cdk.context.json
index 59957f7ba..e85d868fb 100644
--- a/eventbridge-bedrock-s3-aoss/cdk.context.json
+++ b/eventbridge-bedrock-s3-aoss/cdk.context.json
@@ -1,15 +1,16 @@
 {
     "opensearch_serverless_params": {
-      "collection_name_prefix": "bedrock-kb", 
-      "index_name_prefix": "bedrock-rag-index"
+      "collection_name": "bedrock-kb", 
+      "index_name": "bedrock-kb-index"
     },
     "bedrock_knowledgebase_params": {
-        "s3_bucket_name_prefix":"bedrock-rag",
+        "knowledge_base_name": "rag-knowledge-base",
+        "kb_s3_datasource_name":"kb-s3-datasource",
         "embedding_model_id": "amazon.titan-embed-text-v2:0",
         "vector_index_metadata_field":"text-metadata",
         "vector_index_text_field":"text",
-        "vector_index_vector_field":"vector"
-    },
-    "admin_role_name":"Admin",
-    "stack_suffix": "jcrob6"
+        "vector_index_vector_field":"vector",
+        "kb_cw_log_group_name_prefix":"BedrockKnowledgeBase",
+        "bedrock_kb_log_delivery_source":"bedrock_kb_log_delivery_source"
+    }
 }
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/example-pattern.json b/eventbridge-bedrock-s3-aoss/example-pattern.json
index a8396ede3..fcccd813f 100644
--- a/eventbridge-bedrock-s3-aoss/example-pattern.json
+++ b/eventbridge-bedrock-s3-aoss/example-pattern.json
@@ -16,7 +16,7 @@
       "repoURL": "https://github.com/aws-samples/serverless-patterns/tree/main/eventbridge-bedrock-s3-aoss",
       "templateURL": "serverless-patterns/eventbridge-bedrock-s3-aoss",
       "projectFolder": "eventbridge-bedrock-s3-aoss",
-      "templateFile": "app.py"0
+      "templateFile": "app.py"
     }
   },
   "resources": {
diff --git a/eventbridge-bedrock-s3-aoss/examples/2022-Shareholder-Letter.pdf b/eventbridge-bedrock-s3-aoss/examples/2022-Shareholder-Letter.pdf
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
new file mode 100644
index 000000000..c5b03b212
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
@@ -0,0 +1,18 @@
+Eve is written and maintained by Nicola Iarocci and various contributors:
+
+Development Lead
+````````````````
+
+- Nicola Iarocci <nicola@nicolaiarocci.com>
+
+Patches and Suggestions
+```````````````````````
+
+- Anfernee Jervis
+- Cailean Parker
+- Eric Smith
+- Evan Klitzke
+- Lucas Fernando Nunes
+- Michael Kennedy
+- Thomas Hanssen Nornes
+- Øyvind Heddeland Instefjord
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
new file mode 100644
index 000000000..afe9010b7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
@@ -0,0 +1,33 @@
+Copyright (c) 2017 by Nicola Iarocci and contributors.  See AUTHORS
+for more details.
+
+Some rights reserved.
+
+Redistribution and use in source and binary forms of the software as well
+as documentation, with or without modification, are permitted provided
+that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright
+  notice, this list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above
+  copyright notice, this list of conditions and the following
+  disclaimer in the documentation and/or other materials provided
+  with the distribution.
+
+* The names of the contributors may not be used to endorse or
+  promote products derived from this software without specific
+  prior written permission.
+
+THIS SOFTWARE AND DOCUMENTATION IS PROVIDED BY THE COPYRIGHT HOLDERS AND
+CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT
+NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
+OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE AND DOCUMENTATION, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
+DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
new file mode 100644
index 000000000..9c325251e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
@@ -0,0 +1,130 @@
+Metadata-Version: 2.1
+Name: Events
+Version: 0.5
+Summary: Bringing the elegance of C# EventHandler to Python
+Home-page: http://github.com/pyeve/events
+Author: Nicola Iarocci
+Author-email: nicola@nicolaiarocci.com
+License: BSD
+Platform: any
+Classifier: Development Status :: 4 - Beta
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.4
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Topic :: Software Development
+License-File: LICENSE
+License-File: AUTHORS
+
+Events 
+------
+
+The C# language provides a handy way to declare, subscribe to and fire events.
+Technically, an event is a "slot" where callback functions (event handlers) can
+be attached to - a process referred to as subscribing to an event. Here is
+a handy package that encapsulates the core to event subscription and event
+firing and feels like a "natural" part of the language.
+
+::
+ 
+    >>> def something_changed(reason): 
+    ...     print "something changed because %s" % reason 
+
+    >>> from events import Events
+    >>> events = Events()
+    >>> events.on_change += something_changed
+
+Multiple callback functions can subscribe to the same event. When the event is
+fired, all attached event handlers are invoked in sequence. To fire the event,
+perform a call on the slot: 
+
+::
+
+    >>> events.on_change('it had to happen')
+    'something changed because it had to happen'
+
+By default, Events does not check if an event can be subscribed to and fired.
+You can predefine events by subclassing Events and listing them. Attempts to
+subscribe to or fire an undefined event will raise an EventsException.
+
+::
+
+    >>> class MyEvents(Events):
+    ...     __events__ = ('on_this', 'on_that', )
+
+    >>> events = MyEvents()
+
+    # this will raise an EventsException as `on_change` is unknown to MyEvents:
+    >>> events.on_change += something_changed
+
+You can also predefine events for a single Events instance by passing an
+iterator to the constructor.
+
+::
+
+    >>> events = Events(('on_this', 'on_that'))
+
+    # this will raise an EventsException as `on_change` is unknown to events:
+    >>> events.on_change += something_changed
+
+
+Unsubscribing
+-------------
+There may come a time when you no longer want to be notified of an event. In
+this case, you unsubscribe in the natural counterpart to `+=` by using `-=`.
+
+::
+
+    # We no longer want to be notified, take us out of the event callback list
+    >>> events.on_change -= something_changed
+
+
+You may also want to unsubscribe for memory management reasons. The `Events()` instance
+will hold a reference `something_changed`. If this is a member method of an object,
+and the lifetime of the `Events()` instance is greater than that object, it will keep
+it around longer than would be the normal case.
+
+Documentation
+-------------
+Complete documentation is available at http://events.readthedocs.org
+
+Installing
+----------
+Events is on PyPI so all you need to do is:
+
+::
+
+    pip install events
+
+Testing
+-------
+Just run:
+
+::
+
+    python setup.py test
+
+Or use tox to test the package under all supported Pythons: 2.7, 3.4+
+
+Licensing
+----------
+Events is BSD licensed. See the LICENSE_ for details.
+
+Contributing
+------------
+Please see the `Contribution Guidelines`_.
+
+Attribution
+-----------
+Based on the excellent recipe by `Zoran Isailovski`_, Copyright (c) 2005.
+
+.. _`Contribution Guidelines`: https://github.com/pyeve/events/blob/master/CONTRIBUTING.rst
+.. _LICENSE: https://github.com/pyeve/events/blob/master/LICENSE 
+.. _`Zoran Isailovski`: http://code.activestate.com/recipes/410686/
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
new file mode 100644
index 000000000..c297d6c56
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
@@ -0,0 +1,15 @@
+Events-0.5.dist-info/AUTHORS,sha256=KrNix_TzJ5_bqpohnheSj_RtNdGNL5UUcSIcWjYFbWY,363
+Events-0.5.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+Events-0.5.dist-info/LICENSE,sha256=F75eab-KdESM-ikG-qm3n7AAqfBt7Re7mxUf9VOh8xM,1582
+Events-0.5.dist-info/METADATA,sha256=e0L-BkyHy_oNw2ICX5M51HJOLMFBJiuIXRqrSBG_Xps,3946
+Events-0.5.dist-info/RECORD,,
+Events-0.5.dist-info/WHEEL,sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18,92
+Events-0.5.dist-info/top_level.txt,sha256=NN1We94mMH6H4ZlvM9ciFeDVZzIic4v8JrqgZv3-rf0,7
+events/__init__.py,sha256=YID2JDUGaSVV7i5Z8z2xiSV9Nw-upHsQWQRCKEIOFBg,155
+events/__pycache__/__init__.cpython-311.pyc,,
+events/__pycache__/events.cpython-311.pyc,,
+events/events.py,sha256=khkrckY2l3mDm30KvyUdnMgdfLDvqZYurFFTBS-4B7U,3410
+events/tests/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+events/tests/__pycache__/__init__.cpython-311.pyc,,
+events/tests/__pycache__/tests.cpython-311.pyc,,
+events/tests/tests.py,sha256=Z71_dVnKLGkZ03YKGvuMbxwK8KOtjo9Tuf3atUDvuH4,5207
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
new file mode 100644
index 000000000..1f37c02f2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.40.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
new file mode 100644
index 000000000..49a967f60
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
@@ -0,0 +1 @@
+events
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer b/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
new file mode 100755
index 000000000..ca2fbb45f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
@@ -0,0 +1,8 @@
+#!/Users/rajavaid/projects/serverless-patterns/eventbridge-bedrock-s3-aoss/.venv/bin/python3.11
+# -*- coding: utf-8 -*-
+import re
+import sys
+from charset_normalizer.cli import cli_detect
+if __name__ == '__main__':
+    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
+    sys.exit(cli_detect())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
new file mode 100644
index 000000000..62b076cde
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
@@ -0,0 +1,20 @@
+This package contains a modified version of ca-bundle.crt:
+
+ca-bundle.crt -- Bundle of CA Root Certificates
+
+This is a bundle of X.509 certificates of public Certificate Authorities
+(CA). These were automatically extracted from Mozilla's root certificates
+file (certdata.txt).  This file can be found in the mozilla source tree:
+https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
+It contains the certificates in PEM format and therefore
+can be directly used with curl / libcurl / php_curl, or with
+an Apache+mod_ssl webserver for SSL client authentication.
+Just configure this file as the SSLCACertificateFile.#
+
+***** BEGIN LICENSE BLOCK *****
+This Source Code Form is subject to the terms of the Mozilla Public License,
+v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
+one at http://mozilla.org/MPL/2.0/.
+
+***** END LICENSE BLOCK *****
+@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
new file mode 100644
index 000000000..5b357f5ff
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
@@ -0,0 +1,67 @@
+Metadata-Version: 2.1
+Name: certifi
+Version: 2024.7.4
+Summary: Python package for providing Mozilla's CA Bundle.
+Home-page: https://github.com/certifi/python-certifi
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.com
+License: MPL-2.0
+Project-URL: Source, https://github.com/certifi/python-certifi
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
+Classifier: Natural Language :: English
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Requires-Python: >=3.6
+License-File: LICENSE
+
+Certifi: Python SSL Certificates
+================================
+
+Certifi provides Mozilla's carefully curated collection of Root Certificates for
+validating the trustworthiness of SSL certificates while verifying the identity
+of TLS hosts. It has been extracted from the `Requests`_ project.
+
+Installation
+------------
+
+``certifi`` is available on PyPI. Simply install it with ``pip``::
+
+    $ pip install certifi
+
+Usage
+-----
+
+To reference the installed certificate authority (CA) bundle, you can use the
+built-in function::
+
+    >>> import certifi
+
+    >>> certifi.where()
+    '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
+
+Or from the command line::
+
+    $ python -m certifi
+    /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
+
+Enjoy!
+
+.. _`Requests`: https://requests.readthedocs.io/en/master/
+
+Addition/Removal of Certificates
+--------------------------------
+
+Certifi does not support any addition/removal or other modification of the
+CA trust store content. This project is intended to provide a reliable and
+highly portable root of trust to python deployments. Look to upstream projects
+for methods to use alternate trust.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
new file mode 100644
index 000000000..545e0ab3b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
@@ -0,0 +1,14 @@
+certifi-2024.7.4.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+certifi-2024.7.4.dist-info/LICENSE,sha256=6TcW2mucDVpKHfYP5pWzcPBpVgPSH2-D8FPkLPwQyvc,989
+certifi-2024.7.4.dist-info/METADATA,sha256=L9_EuPoQQvHFzxu03_ctaEZxhEty7inz569jGWjlLGo,2221
+certifi-2024.7.4.dist-info/RECORD,,
+certifi-2024.7.4.dist-info/WHEEL,sha256=y4mX-SOX4fYIkonsAGA5N0Oy-8_gI4FXw5HNI1xqvWg,91
+certifi-2024.7.4.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
+certifi/__init__.py,sha256=LHXz7E80YJYBzCBv6ZyidQ5-ciYSkSebpY2E5OM0l7o,94
+certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
+certifi/__pycache__/__init__.cpython-311.pyc,,
+certifi/__pycache__/__main__.cpython-311.pyc,,
+certifi/__pycache__/core.cpython-311.pyc,,
+certifi/cacert.pem,sha256=SIupYGAr8HzGP073rsEIaS_sQYIPwzKKjj894DgUmu4,291528
+certifi/core.py,sha256=qRDDFyXVJwTB_EmoGppaXU_R9qCZvhl-EzxPMuV3nTA,4426
+certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
new file mode 100644
index 000000000..564c6724e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (70.2.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
new file mode 100644
index 000000000..963eac530
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
@@ -0,0 +1 @@
+certifi
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
new file mode 100644
index 000000000..d321f1bc3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
@@ -0,0 +1,4 @@
+from .core import contents, where
+
+__all__ = ["contents", "where"]
+__version__ = "2024.07.04"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
new file mode 100644
index 000000000..8945b5da8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
@@ -0,0 +1,12 @@
+import argparse
+
+from certifi import contents, where
+
+parser = argparse.ArgumentParser()
+parser.add_argument("-c", "--contents", action="store_true")
+args = parser.parse_args()
+
+if args.contents:
+    print(contents())
+else:
+    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
new file mode 100644
index 000000000..a6581589b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
@@ -0,0 +1,4798 @@
+
+# Issuer: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Subject: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
+# Label: "GlobalSign Root CA"
+# Serial: 4835703278459707669005204
+# MD5 Fingerprint: 3e:45:52:15:09:51:92:e1:b7:5d:37:9f:b1:87:29:8a
+# SHA1 Fingerprint: b1:bc:96:8b:d4:f4:9d:62:2a:a8:9a:81:f2:15:01:52:a4:1d:82:9c
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Subject: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
+# Label: "Entrust.net Premium 2048 Secure Server CA"
+# Serial: 946069240
+# MD5 Fingerprint: ee:29:31:bc:32:7e:9a:e6:e8:b5:f7:51:b4:34:71:90
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Subject: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
+# Label: "Baltimore CyberTrust Root"
+# Serial: 33554617
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Subject: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
+# Label: "Entrust Root Certification Authority"
+# Serial: 1164660820
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+# Issuer: CN=AAA Certificate Services O=Comodo CA Limited
+# Subject: CN=AAA Certificate Services O=Comodo CA Limited
+# Label: "Comodo AAA Services root"
+# Serial: 1
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+# Issuer: CN=QuoVadis Root CA 2 O=QuoVadis Limited
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3"
+# Serial: 1478
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Subject: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
+# Label: "XRamp Global CA Root"
+# Serial: 107108908803651509692980124233745014957
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Subject: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
+# Label: "Go Daddy Class 2 CA"
+# Serial: 0
+# MD5 Fingerprint: 91:de:06:25:ab:da:fd:32:17:0c:bb:25:17:2a:84:67
+# SHA1 Fingerprint: 27:96:ba:e6:3f:18:01:e2:77:26:1b:a0:d7:77:70:02:8f:20:ee:e4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Subject: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
+# Label: "Starfield Class 2 CA"
+# Serial: 0
+# MD5 Fingerprint: 32:4a:4b:bb:c8:63:69:9b:be:74:9a:c6:dd:1d:46:24
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root CA"
+# Serial: 17154717934120587862167794914071425081
+# MD5 Fingerprint: 87:ce:0b:7b:2a:0e:49:00:e1:58:71:9b:37:a8:93:72
+# SHA1 Fingerprint: 05:63:b8:63:0d:62:d7:5a:bb:c8:ab:1e:4b:df:b5:a8:99:b2:4d:43
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root CA"
+# Serial: 10944719598952040374951832963794454346
+# MD5 Fingerprint: 79:e4:a9:84:0d:7d:3a:96:d7:c0:4f:e2:43:4c:89:2e
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert High Assurance EV Root CA"
+# Serial: 3553400076410547919724730734378100087
+# MD5 Fingerprint: d4:74:de:57:5c:39:b2:d3:9c:85:83:c5:c0:65:49:8a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Gold CA - G2 O=SwissSign AG
+# Label: "SwissSign Gold CA - G2"
+# Serial: 13492815561806991280
+# MD5 Fingerprint: 24:77:d9:a8:91:d1:3b:fa:88:2d:c2:ff:f8:cd:33:93
+# SHA1 Fingerprint: d8:c5:38:8a:b7:30:1b:1b:6e:d4:7a:e6:45:25:3a:6f:9f:1a:27:61
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Subject: CN=SwissSign Silver CA - G2 O=SwissSign AG
+# Label: "SwissSign Silver CA - G2"
+# Serial: 5700383053117599563
+# MD5 Fingerprint: e0:06:a1:c9:7d:cf:c9:fc:0d:c0:56:75:96:d8:62:13
+# SHA1 Fingerprint: 9b:aa:e5:9f:56:ee:21:cb:43:5a:be:25:93:df:a7:f0:40:d1:1d:cb
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SecureTrust CA O=SecureTrust Corporation
+# Subject: CN=SecureTrust CA O=SecureTrust Corporation
+# Label: "SecureTrust CA"
+# Serial: 17199774589125277788362757014266862032
+# MD5 Fingerprint: dc:32:c3:a7:6d:25:57:c7:68:09:9d:ea:2d:a9:a2:d1
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Secure Global CA O=SecureTrust Corporation
+# Subject: CN=Secure Global CA O=SecureTrust Corporation
+# Label: "Secure Global CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=COMODO Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO Certification Authority O=COMODO CA Limited
+# Label: "COMODO Certification Authority"
+# Serial: 104350513648249232941998508985834464573
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO ECC Certification Authority O=COMODO CA Limited
+# Label: "COMODO ECC Certification Authority"
+# Serial: 41578283867086692638256921589707938090
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certigna O=Dhimyotis
+# Subject: CN=Certigna O=Dhimyotis
+# Label: "Certigna"
+# Serial: 18364802974209362175
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+-----BEGIN CERTIFICATE-----
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+# Issuer: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Subject: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
+# Label: "ePKI Root Certification Authority"
+# Serial: 28956088682735189655030529057352760477
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: O=certSIGN OU=certSIGN ROOT CA
+# Subject: O=certSIGN OU=certSIGN ROOT CA
+# Label: "certSIGN ROOT CA"
+# Serial: 35210227249154
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
+# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
+# Serial: 80544274841616
+# MD5 Fingerprint: c5:a1:b7:ff:73:dd:d6:d7:34:32:18:df:fc:3c:ad:88
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
+# Subject: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
+# Label: "SecureSign RootCA11"
+# Serial: 1
+# MD5 Fingerprint: b7:52:74:e2:92:b4:80:93:f2:75:e4:cc:d7:f2:ea:26
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsec e-Szigno Root CA 2009 O=Microsec Ltd.
+# Subject: CN=Microsec e-Szigno Root CA 2009 O=Microsec Ltd.
+# Label: "Microsec e-Szigno Root CA 2009"
+# Serial: 14014712776195784473
+# MD5 Fingerprint: f8:49:f4:03:bc:44:2d:83:be:48:69:7d:29:64:fc:b1
+# SHA1 Fingerprint: 89:df:74:fe:5c:f4:0f:4a:80:f9:e3:37:7d:54:da:91:e1:01:31:8e
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
+# Label: "GlobalSign Root CA - R3"
+# Serial: 4835703278459759426209954
+# MD5 Fingerprint: c5:df:b8:49:ca:05:13:55:ee:2d:ba:1a:c3:3e:b0:28
+# SHA1 Fingerprint: d6:9b:56:11:48:f0:1c:77:c5:45:78:c1:09:26:df:5b:85:69:76:ad
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: CN=Izenpe.com O=IZENPE S.A.
+# Subject: CN=Izenpe.com O=IZENPE S.A.
+# Label: "Izenpe.com"
+# Serial: 917563065490389241595536686991402621
+# MD5 Fingerprint: a6:b0:cd:85:80:da:5c:50:34:a3:39:90:2f:55:67:73
+# SHA1 Fingerprint: 2f:78:3d:25:52:18:a7:4a:65:39:71:b5:2c:a2:9c:45:15:6f:e9:19
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Subject: CN=Go Daddy Root Certificate Authority - G2 O=GoDaddy.com, Inc.
+# Label: "Go Daddy Root Certificate Authority - G2"
+# Serial: 0
+# MD5 Fingerprint: 80:3a:bc:22:c1:e6:fb:8d:9b:3b:27:4a:32:1b:9a:01
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Starfield Root Certificate Authority - G2 O=Starfield Technologies, Inc.
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+# Label: "Starfield Root Certificate Authority - G2"
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+# Label: "Starfield Services Root Certificate Authority - G2"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AffirmTrust Commercial O=AffirmTrust
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+# Label: "AffirmTrust Commercial"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AffirmTrust Networking O=AffirmTrust
+# Subject: CN=AffirmTrust Networking O=AffirmTrust
+# Label: "AffirmTrust Networking"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=AffirmTrust Premium O=AffirmTrust
+# Label: "AffirmTrust Premium"
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=AffirmTrust Premium ECC O=AffirmTrust
+# Subject: CN=AffirmTrust Premium ECC O=AffirmTrust
+# Label: "AffirmTrust Premium ECC"
+# Serial: 8401224907861490260
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Network CA O=Unizeto Technologies S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Network CA"
+# Serial: 279744
+# MD5 Fingerprint: d5:e9:81:40:c5:18:69:fc:46:2c:89:75:62:0f:aa:78
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Root Certification Authority O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Root Certification Authority"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Subject: O=SECOM Trust Systems CO.,LTD. OU=Security Communication RootCA2
+# Label: "Security Communication RootCA2"
+# Serial: 0
+# MD5 Fingerprint: 6c:39:7d:a4:0e:55:59:b2:3f:d6:41:b1:12:50:de:43
+# SHA1 Fingerprint: 5f:3b:8c:f2:f8:10:b3:7d:78:b4:ce:ec:19:19:c3:73:34:b9:c7:74
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Subject: CN=Actalis Authentication Root CA O=Actalis S.p.A./03358520967
+# Label: "Actalis Authentication Root CA"
+# Serial: 6271844772424770508
+# MD5 Fingerprint: 69:c1:0d:4f:07:a3:1b:c3:fe:56:3d:04:bc:11:f6:a6
+# SHA1 Fingerprint: f3:73:b3:87:06:5a:28:84:8a:f2:f3:4a:ce:19:2b:dd:c7:8e:9c:ac
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 2 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 2 Root CA"
+# Serial: 2
+# MD5 Fingerprint: 46:a7:d2:fe:45:fb:64:5a:a8:59:90:9b:78:44:9b:29
+# SHA1 Fingerprint: 49:0a:75:74:de:87:0a:47:fe:58:ee:f6:c7:6b:eb:c6:0b:12:40:99
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Subject: CN=Buypass Class 3 Root CA O=Buypass AS-983163327
+# Label: "Buypass Class 3 Root CA"
+# Serial: 2
+# MD5 Fingerprint: 3d:3b:18:9e:2c:64:5a:e8:d5:88:ce:0e:f9:37:c2:ec
+# SHA1 Fingerprint: da:fa:f7:fa:66:84:ec:06:8f:14:50:bd:c7:c2:81:a5:bc:a9:64:57
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 3 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 3"
+# Serial: 1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 2009"
+# Serial: 623603
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Subject: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
+# Label: "D-TRUST Root Class 3 CA 2 EV 2009"
+# Serial: 623604
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=CA Disig Root R2 O=Disig a.s.
+# Subject: CN=CA Disig Root R2 O=Disig a.s.
+# Label: "CA Disig Root R2"
+# Serial: 10572350602393338211
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=ACCVRAIZ1 O=ACCV OU=PKIACCV
+# Subject: CN=ACCVRAIZ1 O=ACCV OU=PKIACCV
+# Label: "ACCVRAIZ1"
+# Serial: 6828503384748696800
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
+# Label: "TWCA Global Root CA"
+# Serial: 3262
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Subject: CN=TeliaSonera Root CA v1 O=TeliaSonera
+# Label: "TeliaSonera Root CA v1"
+# Serial: 199041966741090107964904287217786801558
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
+# Label: "T-TeleSec GlobalRoot Class 2"
+# Serial: 1
+# MD5 Fingerprint: 2b:9b:9e:e4:7b:6c:1f:00:72:1a:cc:c1:77:79:df:6a
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Atos TrustedRoot 2011 O=Atos
+# Subject: CN=Atos TrustedRoot 2011 O=Atos
+# Label: "Atos TrustedRoot 2011"
+# Serial: 6643877497813316402
+# MD5 Fingerprint: ae:b9:c4:32:4b:ac:7f:5d:66:cc:77:94:bb:2a:77:56
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 1 G3"
+# Serial: 687049649626669250736271037606554624078720034195
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 2 G3"
+# Serial: 390156079458959257446133169266079962026824725800
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
+# Label: "QuoVadis Root CA 3 G3"
+# Serial: 268090761170461462463995952157327242137089239581
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G2"
+# Serial: 15385348160840213938643033620894905419
+# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
+# SHA1 Fingerprint: a1:4b:48:d9:43:ee:0a:0e:40:90:4f:3c:e0:a4:c0:91:93:51:5d:3f
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Assured ID Root G3"
+# Serial: 15459312981008553731928384953135426796
+# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
+# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G2"
+# Serial: 4293743540046975378534879503202253541
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Global Root G3"
+# Serial: 7089244469030293291760083333884364146
+# MD5 Fingerprint: f5:5d:a4:50:a5:fb:28:7e:1e:0f:0d:cc:96:57:56:ca
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
+# Label: "DigiCert Trusted Root G4"
+# Serial: 7451500558977370777930084869016614236
+# MD5 Fingerprint: 78:f2:fc:aa:60:1f:2f:b4:eb:c9:37:ba:53:2e:75:49
+# SHA1 Fingerprint: dd:fb:16:cd:49:31:c9:73:a2:03:7d:3f:c8:3a:4d:7d:77:5d:05:e4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
+# Label: "COMODO RSA Certification Authority"
+# Serial: 101909084537582093308941363524873193117
+# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
+# SHA1 Fingerprint: af:e5:d2:44:a8:d1:19:42:30:ff:47:9f:e2:f8:97:bb:cd:7a:8c:b4
+# SHA256 Fingerprint: 52:f0:e1:c4:e5:8e:c6:29:29:1b:60:31:7f:07:46:71:b8:5d:7e:a8:0d:5b:07:27:34:63:53:4b:32:b4:02:34
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
+# Label: "USERTrust RSA Certification Authority"
+# Serial: 2645093764781058787591871645665788717
+# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
+# SHA1 Fingerprint: 2b:8f:1b:57:33:0d:bb:a2:d0:7a:6c:51:f7:0e:e9:0d:da:b9:ad:8e
+# SHA256 Fingerprint: e7:93:c9:b0:2f:d8:aa:13:e2:1c:31:22:8a:cc:b0:81:19:64:3b:74:9c:89:89:64:b1:74:6d:46:c3:d4:cb:d2
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Subject: CN=USERTrust ECC Certification Authority O=The USERTRUST Network
+# Label: "USERTrust ECC Certification Authority"
+# Serial: 123013823720199481456569720443997572134
+# MD5 Fingerprint: fa:68:bc:d9:b5:7f:ad:fd:c9:1d:06:83:28:cc:24:c1
+# SHA1 Fingerprint: d1:cb:ca:5d:b2:d5:2a:7f:69:3b:67:4d:e5:f0:5a:1d:0c:95:7d:f0
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R5
+# Label: "GlobalSign ECC Root CA - R5"
+# Serial: 32785792099990507226680698011560947931244
+# MD5 Fingerprint: 9f:ad:3b:1c:02:1e:8a:ba:17:74:38:81:0c:a2:bc:08
+# SHA1 Fingerprint: 1f:24:c6:30:cd:a4:18:ef:20:69:ff:ad:4f:dd:5f:46:3a:1b:69:aa
+# SHA256 Fingerprint: 17:9f:bc:14:8a:3d:d0:0f:d2:4e:a1:34:58:cc:43:bf:a7:f5:9c:81:82:d7:83:a5:13:f6:eb:ec:10:0c:89:24
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Commercial Root CA 1 O=IdenTrust
+# Label: "IdenTrust Commercial Root CA 1"
+# Serial: 13298821034946342390520003877796839426
+# MD5 Fingerprint: b3:3e:77:73:75:ee:a0:d3:e3:7e:49:63:49:59:bb:c7
+# SHA1 Fingerprint: df:71:7e:aa:4a:d9:4e:c9:55:84:99:60:2d:48:de:5f:bc:f0:3a:25
+# SHA256 Fingerprint: 5d:56:49:9b:e4:d2:e0:8b:cf:ca:d0:8a:3e:38:72:3d:50:50:3b:de:70:69:48:e4:2f:55:60:30:19:e5:28:ae
+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Subject: CN=IdenTrust Public Sector Root CA 1 O=IdenTrust
+# Label: "IdenTrust Public Sector Root CA 1"
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+# Issuer: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G2"
+# Serial: 1246989352
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - EC1"
+# Serial: 51543124481930649114116133369
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Subject: CN=CFCA EV ROOT O=China Financial Certification Authority
+# Label: "CFCA EV ROOT"
+# Serial: 407555286
+# MD5 Fingerprint: 74:e1:b6:ed:26:7a:7a:44:30:33:94:ab:7b:27:81:30
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GB CA"
+# Serial: 157768595616588414422159278966750757568
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: O=FNMT-RCM OU=AC RAIZ FNMT-RCM
+# Subject: O=FNMT-RCM OU=AC RAIZ FNMT-RCM
+# Label: "AC RAIZ FNMT-RCM"
+# Serial: 485876308206448804701554682760554759
+# MD5 Fingerprint: e2:09:04:b4:d3:bd:d1:a0:14:fd:1a:d2:47:c4:57:1d
+# SHA1 Fingerprint: ec:50:35:07:b2:15:c4:95:62:19:e2:a8:9a:5b:42:99:2c:4c:2c:20
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 1 O=Amazon
+# Subject: CN=Amazon Root CA 1 O=Amazon
+# Label: "Amazon Root CA 1"
+# Serial: 143266978916655856878034712317230054538369994
+# MD5 Fingerprint: 43:c6:bf:ae:ec:fe:ad:2f:18:c6:88:68:30:fc:c8:e6
+# SHA1 Fingerprint: 8d:a7:f9:65:ec:5e:fc:37:91:0f:1c:6e:59:fd:c1:cc:6a:6e:de:16
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 2 O=Amazon
+# Subject: CN=Amazon Root CA 2 O=Amazon
+# Label: "Amazon Root CA 2"
+# Serial: 143266982885963551818349160658925006970653239
+# MD5 Fingerprint: c8:e5:8d:ce:a8:42:e2:7a:c0:2a:5c:7c:9e:26:bf:66
+# SHA1 Fingerprint: 5a:8c:ef:45:d7:a6:98:59:76:7a:8c:8b:44:96:b5:78:cf:47:4b:1a
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 3 O=Amazon
+# Subject: CN=Amazon Root CA 3 O=Amazon
+# Label: "Amazon Root CA 3"
+# Serial: 143266986699090766294700635381230934788665930
+# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
+# SHA1 Fingerprint: 0d:44:dd:8c:3c:8c:1a:1a:58:75:64:81:e9:0f:2e:2a:ff:b3:d2:6e
+# SHA256 Fingerprint: 18:ce:6c:fe:7b:f1:4e:60:b2:e3:47:b8:df:e8:68:cb:31:d0:2e:bb:3a:da:27:15:69:f5:03:43:b4:6d:b3:a4
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Amazon Root CA 4 O=Amazon
+# Subject: CN=Amazon Root CA 4 O=Amazon
+# Label: "Amazon Root CA 4"
+# Serial: 143266989758080763974105200630763877849284878
+# MD5 Fingerprint: 89:bc:27:d5:eb:17:8d:06:6a:69:d5:fd:89:47:b4:cd
+# SHA1 Fingerprint: f6:10:84:07:d6:f8:bb:67:98:0c:c2:e2:44:c2:eb:ae:1c:ef:63:be
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Subject: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
+# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
+# Serial: 1
+# MD5 Fingerprint: dc:00:81:dc:69:2f:3e:2f:b0:3b:f6:3d:5a:91:8e:49
+# SHA1 Fingerprint: 31:43:64:9b:ec:ce:27:ec:ed:3a:3f:0b:8f:0d:e4:e8:91:dd:ee:ca
+# SHA256 Fingerprint: 46:ed:c3:68:90:46:d5:3a:45:3f:b3:10:4a:b8:0d:ca:ec:65:8b:26:60:ea:16:29:dd:7e:86:79:90:64:87:16
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
+# Label: "GDCA TrustAUTH R5 ROOT"
+# Serial: 9009899650740120186
+# MD5 Fingerprint: 63:cc:d9:3d:34:35:5c:6f:53:a3:e2:08:70:48:1f:b4
+# SHA1 Fingerprint: 0f:36:38:5b:81:1a:25:c3:9b:31:4e:83:ca:e9:34:66:70:cc:74:b4
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
+# Label: "SSL.com Root Certification Authority RSA"
+# Serial: 8875640296558310041
+# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
+# SHA1 Fingerprint: b7:ab:33:08:d1:ea:44:77:ba:14:80:12:5a:6f:bd:a9:36:49:0c:bb
+# SHA256 Fingerprint: 85:66:6a:56:2e:e0:be:5c:e9:25:c1:d8:89:0a:6f:76:a8:7e:c1:6d:4d:7d:5f:29:ea:74:19:cf:20:12:3b:69
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com Root Certification Authority ECC"
+# Serial: 8495723813297216424
+# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
+# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
+# SHA256 Fingerprint: 34:17:bb:06:cc:60:07:da:1b:96:1c:92:0b:8a:b4:ce:3f:ad:82:0e:4a:a3:0b:9a:cb:c4:a7:4e:bd:ce:bc:65
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority RSA R2"
+# Serial: 6248227494352943350
+# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
+# SHA1 Fingerprint: 74:3a:f0:52:9b:d0:32:a0:f4:4a:83:cd:d4:ba:a9:7b:7c:2e:c4:9a
+# SHA256 Fingerprint: 2e:7b:f1:6c:c2:24:85:a7:bb:e2:aa:86:96:75:07:61:b0:ae:39:be:3b:2f:e9:d0:cc:6d:4e:f7:34:91:42:5c
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
+# Label: "SSL.com EV Root Certification Authority ECC"
+# Serial: 3182246526754555285
+# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
+# SHA1 Fingerprint: 4c:dd:51:a3:d1:f5:20:32:14:b0:c6:c5:32:23:03:91:c7:46:42:6d
+# SHA256 Fingerprint: 22:a2:c1:f7:bd:ed:70:4c:c1:e7:01:b5:f4:08:c3:10:88:0f:e9:56:b5:de:2a:4a:44:f9:9c:87:3a:25:a7:c8
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
+# Label: "GlobalSign Root CA - R6"
+# Serial: 1417766617973444989252670301619537
+# MD5 Fingerprint: 4f:dd:07:e4:d4:22:64:39:1e:0c:37:42:ea:d1:c6:ae
+# SHA1 Fingerprint: 80:94:64:0e:b5:a7:a1:ca:11:9c:1f:dd:d5:9f:81:02:63:a7:fb:d1
+# SHA256 Fingerprint: 2c:ab:ea:fe:37:d0:6c:a2:2a:ba:73:91:c0:03:3d:25:98:29:52:c4:53:64:73:49:76:3a:3a:b5:ad:6c:cf:69
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
+# Label: "OISTE WISeKey Global Root GC CA"
+# Serial: 44084345621038548146064804565436152554
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=UCA Global G2 Root O=UniTrust
+# Subject: CN=UCA Global G2 Root O=UniTrust
+# Label: "UCA Global G2 Root"
+# Serial: 124779693093741543919145257850076631279
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=UCA Extended Validation Root O=UniTrust
+# Subject: CN=UCA Extended Validation Root O=UniTrust
+# Label: "UCA Extended Validation Root"
+# Serial: 106100277556486529736699587978573607008
+# MD5 Fingerprint: a1:f3:5f:43:c6:34:9b:da:bf:8c:7e:05:53:ad:96:e2
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Subject: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
+# Label: "Certigna Root CA"
+# Serial: 269714418870597844693661054334862075617
+# MD5 Fingerprint: 0e:5c:30:62:27:eb:5b:bc:d7:ae:62:ba:e9:d5:df:77
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Subject: CN=emSign Root CA - G1 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign Root CA - G1"
+# Serial: 235931866688319308814040
+# MD5 Fingerprint: 9c:42:84:57:dd:cb:0b:a7:2e:95:ad:b6:f3:da:bc:ac
+# SHA1 Fingerprint: 8a:c7:ad:8f:73:ac:4e:c1:b5:75:4d:a5:40:f4:fc:cf:7c:b5:8e:8c
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=emSign ECC Root CA - G3 O=eMudhra Technologies Limited OU=emSign PKI
+# Label: "emSign ECC Root CA - G3"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=emSign Root CA - C1 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign Root CA - C1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Subject: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
+# Label: "emSign ECC Root CA - C3"
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+# Issuer: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Subject: CN=Hongkong Post Root CA 3 O=Hongkong Post
+# Label: "Hongkong Post Root CA 3"
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Subject: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
+# Label: "Entrust Root Certification Authority - G4"
+# Serial: 289383649854506086828220374796556676440
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft ECC Root Certificate Authority 2017"
+# Serial: 136839042543790627607696632466672567020
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
+# Label: "Microsoft RSA Root Certificate Authority 2017"
+# Serial: 40975477897264996090493496164228220339
+# MD5 Fingerprint: 10:ff:00:ff:cf:c9:f8:c7:7a:c0:ee:35:8e:c9:0f:47
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Subject: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
+# Label: "e-Szigno Root CA 2017"
+# Serial: 411379200276854331539784714
+# MD5 Fingerprint: de:1f:f6:9e:84:ae:a7:b4:21:ce:1e:58:7d:d1:84:98
+# SHA1 Fingerprint: 89:d4:83:03:4f:9e:9a:48:80:5f:72:37:d4:a9:a6:ef:cb:7c:1f:d1
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Subject: O=CERTSIGN SA OU=certSIGN ROOT CA G2
+# Label: "certSIGN Root CA G2"
+# Serial: 313609486401300475190
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global Certification Authority"
+# Serial: 1846098327275375458322922162
+# MD5 Fingerprint: f8:1c:18:2d:2f:ba:5f:6d:a1:6c:bc:c7:ab:91:c7:0e
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P256 Certification Authority"
+# Serial: 4151900041497450638097112925
+# MD5 Fingerprint: 5b:44:e3:8d:5d:36:86:26:e8:0d:05:d2:59:a7:83:54
+# SHA1 Fingerprint: b4:90:82:dd:45:0c:be:8b:5b:b1:66:d3:e2:a4:08:26:cd:ed:42:cf
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Subject: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
+# Label: "Trustwave Global ECC P384 Certification Authority"
+# Serial: 2704997926503831671788816187
+# MD5 Fingerprint: ea:cf:60:c4:3b:b9:15:29:40:a1:97:ed:78:27:93:d6
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
+# Label: "NAVER Global Root Certification Authority"
+# Serial: 9013692873798656336226253319739695165984492813
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Subject: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
+# Label: "AC RAIZ FNMT-RCM SERVIDORES SEGUROS"
+# Serial: 131542671362353147877283741781055151509
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root R46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root R46"
+# Serial: 1552617688466950547958867513931858518042577
+# MD5 Fingerprint: c4:14:30:e4:fa:66:43:94:2a:6a:1b:24:5f:19:d0:ef
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Subject: CN=GlobalSign Root E46 O=GlobalSign nv-sa
+# Label: "GlobalSign Root E46"
+# Serial: 1552617690338932563915843282459653771421763
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Subject: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
+# Label: "ANF Secure Server Root CA"
+# Serial: 996390341000653745
+# MD5 Fingerprint: 26:a6:44:5a:d9:af:4e:2f:b2:1d:b6:65:b0:4e:e8:96
+# SHA1 Fingerprint: 5b:6e:68:d0:cc:15:b6:a0:5f:1e:c1:5f:ae:02:fc:6b:2f:5d:6f:74
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum EC-384 CA"
+# Serial: 160250656287871593594747141429395092468
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+# Issuer: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
+# Label: "Certum Trusted Root CA"
+# Serial: 40870380103424195783807378461123655149
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Subject: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
+# Label: "TunTrust Root CA"
+# Serial: 108534058042236574382096126452369648152337120275
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS RSA Root CA 2021"
+# Serial: 76817823531813593706434026085292783742
+# MD5 Fingerprint: 65:47:9b:58:86:dd:2c:f0:fc:a2:84:1f:1e:96:c4:91
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Subject: CN=HARICA TLS ECC Root CA 2021 O=Hellenic Academic and Research Institutions CA
+# Label: "HARICA TLS ECC Root CA 2021"
+# Serial: 137515985548005187474074462014555733966
+# MD5 Fingerprint: ae:f7:4c:e5:66:35:d1:b7:9b:8c:22:93:74:d3:4b:b0
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Subject: CN=Autoridad de Certificacion Firmaprofesional CIF A62634068
+# Label: "Autoridad de Certificacion Firmaprofesional CIF A62634068"
+# Serial: 1977337328857672817
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=vTrus ECC Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus ECC Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Subject: CN=vTrus Root CA O=iTrusChina Co.,Ltd.
+# Label: "vTrus Root CA"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=ISRG Root X2 O=Internet Security Research Group
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+# Label: "ISRG Root X2"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Subject: CN=HiPKI Root CA - G1 O=Chunghwa Telecom Co., Ltd.
+# Label: "HiPKI Root CA - G1"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
+# Label: "GlobalSign ECC Root CA - R4"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GTS Root R1 O=Google Trust Services LLC
+# Subject: CN=GTS Root R1 O=Google Trust Services LLC
+# Label: "GTS Root R1"
+# Serial: 159662320309726417404178440727
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GTS Root R2 O=Google Trust Services LLC
+# Subject: CN=GTS Root R2 O=Google Trust Services LLC
+# Label: "GTS Root R2"
+# Serial: 159662449406622349769042896298
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
+# Subject: CN=GTS Root R3 O=Google Trust Services LLC
+# Label: "GTS Root R3"
+# Serial: 159662495401136852707857743206
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=GTS Root R4 O=Google Trust Services LLC
+# Subject: CN=GTS Root R4 O=Google Trust Services LLC
+# Label: "GTS Root R4"
+# Serial: 159662532700760215368942768210
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Subject: CN=Telia Root CA v2 O=Telia Finland Oyj
+# Label: "Telia Root CA v2"
+# Serial: 7288924052977061235122729490515358
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST BR Root CA 1 2020"
+# Serial: 165870826978392376648679885835942448534
+# MD5 Fingerprint: b5:aa:4b:d5:ed:f7:e3:55:2e:8f:72:0a:f3:75:b8:ed
+# SHA1 Fingerprint: 1f:5b:98:f0:e3:b5:f7:74:3c:ed:e6:b0:36:7d:32:cd:f4:09:41:67
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Subject: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
+# Label: "D-TRUST EV Root CA 1 2020"
+# Serial: 126288379621884218666039612629459926992
+# MD5 Fingerprint: 8c:2d:9d:70:9f:48:99:11:06:11:fb:e9:cb:30:c0:6e
+# SHA1 Fingerprint: 61:db:8c:21:59:69:03:90:d8:7c:9c:12:86:54:cf:9d:3d:f4:dd:07
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS ECC P384 Root G5"
+# Serial: 13129116028163249804115411775095713523
+# MD5 Fingerprint: d3:71:04:6a:43:1c:db:a6:59:e1:a8:a3:aa:c5:71:ed
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Subject: CN=DigiCert TLS RSA4096 Root G5 O=DigiCert, Inc.
+# Label: "DigiCert TLS RSA4096 Root G5"
+# Serial: 11930366277458970227240571539258396554
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
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+# Issuer: CN=Certainly Root R1 O=Certainly
+# Subject: CN=Certainly Root R1 O=Certainly
+# Label: "Certainly Root R1"
+# Serial: 188833316161142517227353805653483829216
+# MD5 Fingerprint: 07:70:d4:3e:82:87:a0:fa:33:36:13:f4:fa:33:e7:12
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Certainly Root E1 O=Certainly
+# Subject: CN=Certainly Root E1 O=Certainly
+# Label: "Certainly Root E1"
+# Serial: 8168531406727139161245376702891150584
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
+# Subject: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
+# Label: "Security Communication RootCA3"
+# Serial: 16247922307909811815
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Subject: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
+# Label: "Security Communication ECC RootCA1"
+# Serial: 15446673492073852651
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=BJCA Global Root CA1 O=BEIJING CERTIFICATE AUTHORITY
+# Subject: CN=BJCA Global Root CA1 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA1"
+# Serial: 113562791157148395269083148143378328608
+# MD5 Fingerprint: 42:32:99:76:43:33:36:24:35:07:82:9b:28:f9:d0:90
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Subject: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
+# Label: "BJCA Global Root CA2"
+# Serial: 58605626836079930195615843123109055211
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root E46"
+# Serial: 88989738453351742415770396670917916916
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root R46"
+# Serial: 156256931880233212765902055439220583700
+# MD5 Fingerprint: 32:10:09:52:00:d5:7e:6c:43:df:15:c0:b1:16:93:e5
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS RSA Root CA 2022"
+# Serial: 148535279242832292258835760425842727825
+# MD5 Fingerprint: d8:4e:c6:59:30:d8:fe:a0:d6:7a:5a:2c:2c:69:78:da
+# SHA1 Fingerprint: ec:2c:83:40:72:af:26:95:10:ff:0e:f2:03:ee:31:70:f6:78:9d:ca
+# SHA256 Fingerprint: 8f:af:7d:2e:2c:b4:70:9b:b8:e0:b3:36:66:bf:75:a5:dd:45:b5:de:48:0f:8e:a8:d4:bf:e6:be:bc:17:f2:ed
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS ECC Root CA 2022"
+# Serial: 26605119622390491762507526719404364228
+# MD5 Fingerprint: 99:d7:5c:f1:51:36:cc:e9:ce:d9:19:2e:77:71:56:c5
+# SHA1 Fingerprint: 9f:5f:d9:1a:54:6d:f5:0c:71:f0:ee:7a:bd:17:49:98:84:73:e2:39
+# SHA256 Fingerprint: c3:2f:fd:9f:46:f9:36:d1:6c:36:73:99:09:59:43:4b:9a:d6:0a:af:bb:9e:7c:f3:36:54:f1:44:cc:1b:a1:43
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA ECC TLS 2021"
+# Serial: 81873346711060652204712539181482831616
+# MD5 Fingerprint: 16:9f:ad:f1:70:ad:79:d6:ed:29:b4:d1:c5:79:70:a8
+# SHA1 Fingerprint: 9e:bc:75:10:42:b3:02:f3:81:f4:f7:30:62:d4:8f:c3:a7:51:b2:dd
+# SHA256 Fingerprint: b2:fa:e5:3e:14:cc:d7:ab:92:12:06:47:01:ae:27:9c:1d:89:88:fa:cb:77:5f:a8:a0:08:91:4e:66:39:88:a8
+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA RSA TLS 2021"
+# Serial: 111436099570196163832749341232207667876
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TrustAsia Global Root CA G3 O=TrustAsia Technologies, Inc.
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+# Label: "TrustAsia Global Root CA G3"
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Subject: CN=TrustAsia Global Root CA G4 O=TrustAsia Technologies, Inc.
+# Label: "TrustAsia Global Root CA G4"
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+-----BEGIN CERTIFICATE-----
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+# Subject: CN=CommScope Public Trust ECC Root-01 O=CommScope
+# Label: "CommScope Public Trust ECC Root-01"
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+-----BEGIN CERTIFICATE-----
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+# Label: "CommScope Public Trust ECC Root-02"
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+# Issuer: CN=CommScope Public Trust RSA Root-01 O=CommScope
+# Subject: CN=CommScope Public Trust RSA Root-01 O=CommScope
+# Label: "CommScope Public Trust RSA Root-01"
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=CommScope Public Trust RSA Root-02 O=CommScope
+# Subject: CN=CommScope Public Trust RSA Root-02 O=CommScope
+# Label: "CommScope Public Trust RSA Root-02"
+# Serial: 480062499834624527752716769107743131258796508494
+# MD5 Fingerprint: e1:29:f9:62:7b:76:e2:96:6d:f3:d4:d7:0f:ae:1f:aa
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS ECC Root 2020"
+# Serial: 72082518505882327255703894282316633856
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Subject: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
+# Label: "Telekom Security TLS RSA Root 2023"
+# Serial: 44676229530606711399881795178081572759
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+-----END CERTIFICATE-----
+
+# Issuer: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
+# Subject: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
+# Label: "FIRMAPROFESIONAL CA ROOT-A WEB"
+# Serial: 65916896770016886708751106294915943533
+# MD5 Fingerprint: 82:b2:ad:45:00:82:b0:66:63:f8:5f:c3:67:4e:ce:a3
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
new file mode 100644
index 000000000..91f538bb1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
@@ -0,0 +1,114 @@
+"""
+certifi.py
+~~~~~~~~~~
+
+This module returns the installation location of cacert.pem or its contents.
+"""
+import sys
+import atexit
+
+def exit_cacert_ctx() -> None:
+    _CACERT_CTX.__exit__(None, None, None)  # type: ignore[union-attr]
+
+
+if sys.version_info >= (3, 11):
+
+    from importlib.resources import as_file, files
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the file
+        # in cases where we're inside of a zipimport situation until someone
+        # actually calls where(), but we don't want to re-extract the file
+        # on every call of where(), so we'll do it once then store it in a
+        # global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you to
+            # manage the cleanup of this file, so it doesn't actually return a
+            # path, it returns a context manager that will give you the path
+            # when you enter it and will do any cleanup when you leave it. In
+            # the common case of not needing a temporary file, it will just
+            # return the file system location and the __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+            atexit.register(exit_cacert_ctx)
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
+
+elif sys.version_info >= (3, 7):
+
+    from importlib.resources import path as get_path, read_text
+
+    _CACERT_CTX = None
+    _CACERT_PATH = None
+
+    def where() -> str:
+        # This is slightly terrible, but we want to delay extracting the
+        # file in cases where we're inside of a zipimport situation until
+        # someone actually calls where(), but we don't want to re-extract
+        # the file on every call of where(), so we'll do it once then store
+        # it in a global variable.
+        global _CACERT_CTX
+        global _CACERT_PATH
+        if _CACERT_PATH is None:
+            # This is slightly janky, the importlib.resources API wants you
+            # to manage the cleanup of this file, so it doesn't actually
+            # return a path, it returns a context manager that will give
+            # you the path when you enter it and will do any cleanup when
+            # you leave it. In the common case of not needing a temporary
+            # file, it will just return the file system location and the
+            # __exit__() is a no-op.
+            #
+            # We also have to hold onto the actual context manager, because
+            # it will do the cleanup whenever it gets garbage collected, so
+            # we will also store that at the global level as well.
+            _CACERT_CTX = get_path("certifi", "cacert.pem")
+            _CACERT_PATH = str(_CACERT_CTX.__enter__())
+            atexit.register(exit_cacert_ctx)
+
+        return _CACERT_PATH
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
+
+else:
+    import os
+    import types
+    from typing import Union
+
+    Package = Union[types.ModuleType, str]
+    Resource = Union[str, "os.PathLike"]
+
+    # This fallback will work for Python versions prior to 3.7 that lack the
+    # importlib.resources module but relies on the existing `where` function
+    # so won't address issues with environments like PyOxidizer that don't set
+    # __file__ on modules.
+    def read_text(
+        package: Package,
+        resource: Resource,
+        encoding: str = 'utf-8',
+        errors: str = 'strict'
+    ) -> str:
+        with open(where(), encoding=encoding) as data:
+            return data.read()
+
+    # If we don't have importlib.resources, then we will just do the old logic
+    # of assuming we're on the filesystem and munge the path directly.
+    def where() -> str:
+        f = os.path.dirname(__file__)
+
+        return os.path.join(f, "cacert.pem")
+
+    def contents() -> str:
+        return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
new file mode 100644
index 000000000..ad82355b8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2019 TAHRI Ahmed R.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
new file mode 100644
index 000000000..822550e36
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
@@ -0,0 +1,683 @@
+Metadata-Version: 2.1
+Name: charset-normalizer
+Version: 3.3.2
+Summary: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+Home-page: https://github.com/Ousret/charset_normalizer
+Author: Ahmed TAHRI
+Author-email: ahmed.tahri@cloudnursery.dev
+License: MIT
+Project-URL: Bug Reports, https://github.com/Ousret/charset_normalizer/issues
+Project-URL: Documentation, https://charset-normalizer.readthedocs.io/en/latest
+Keywords: encoding,charset,charset-detector,detector,normalization,unicode,chardet,detect
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Intended Audience :: Developers
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Text Processing :: Linguistic
+Classifier: Topic :: Utilities
+Classifier: Typing :: Typed
+Requires-Python: >=3.7.0
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Provides-Extra: unicode_backport
+
+<h1 align="center">Charset Detection, for Everyone 👋</h1>
+
+<p align="center">
+  <sup>The Real First Universal Charset Detector</sup><br>
+  <a href="https://pypi.org/project/charset-normalizer">
+    <img src="https://img.shields.io/pypi/pyversions/charset_normalizer.svg?orange=blue" />
+  </a>
+  <a href="https://pepy.tech/project/charset-normalizer/">
+    <img alt="Download Count Total" src="https://static.pepy.tech/badge/charset-normalizer/month" />
+  </a>
+  <a href="https://bestpractices.coreinfrastructure.org/projects/7297">
+    <img src="https://bestpractices.coreinfrastructure.org/projects/7297/badge">
+  </a>
+</p>
+<p align="center">
+  <sup><i>Featured Packages</i></sup><br>
+  <a href="https://github.com/jawah/niquests">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Niquests-HTTP_1.1%2C%202%2C_and_3_Client-cyan">
+  </a>
+  <a href="https://github.com/jawah/wassima">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Wassima-Certifi_Killer-cyan">
+  </a>
+</p>
+<p align="center">
+  <sup><i>In other language (unofficial port - by the community)</i></sup><br>
+  <a href="https://github.com/nickspring/charset-normalizer-rs">
+   <img alt="Static Badge" src="https://img.shields.io/badge/Rust-red">
+  </a>
+</p>
+
+> A library that helps you read text from an unknown charset encoding.<br /> Motivated by `chardet`,
+> I'm trying to resolve the issue by taking a new approach.
+> All IANA character set names for which the Python core library provides codecs are supported.
+
+<p align="center">
+  >>>>> <a href="https://charsetnormalizerweb.ousret.now.sh" target="_blank">👉 Try Me Online Now, Then Adopt Me 👈 </a> <<<<<
+</p>
+
+This project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.
+
+| Feature                                          | [Chardet](https://github.com/chardet/chardet) |                                         Charset Normalizer                                         | [cChardet](https://github.com/PyYoshi/cChardet) |
+|--------------------------------------------------|:---------------------------------------------:|:--------------------------------------------------------------------------------------------------:|:-----------------------------------------------:|
+| `Fast`                                           |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
+| `Universal**`                                    |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
+| `Reliable` **without** distinguishable standards |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
+| `Reliable` **with** distinguishable standards    |                       ✅                       |                                                 ✅                                                  |                        ✅                        |
+| `License`                                        |           LGPL-2.1<br>_restrictive_           |                                                MIT                                                 |            MPL-1.1<br>_restrictive_             |
+| `Native Python`                                  |                       ✅                       |                                                 ✅                                                  |                        ❌                        |
+| `Detect spoken language`                         |                       ❌                       |                                                 ✅                                                  |                       N/A                       |
+| `UnicodeDecodeError Safety`                      |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
+| `Whl Size (min)`                                 |                   193.6 kB                    |                                               42 kB                                                |                     ~200 kB                     |
+| `Supported Encoding`                             |                      33                       | 🎉 [99](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings) |                       40                        |
+
+<p align="center">
+<img src="https://i.imgflip.com/373iay.gif" alt="Reading Normalized Text" width="226"/><img src="https://media.tenor.com/images/c0180f70732a18b4965448d33adba3d0/tenor.gif" alt="Cat Reading Text" width="200"/>
+</p>
+
+*\*\* : They are clearly using specific code for a specific encoding even if covering most of used one*<br> 
+Did you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)
+
+## ⚡ Performance
+
+This package offer better performance than its counterpart Chardet. Here are some numbers.
+
+| Package                                       | Accuracy | Mean per file (ms) | File per sec (est) |
+|-----------------------------------------------|:--------:|:------------------:|:------------------:|
+| [chardet](https://github.com/chardet/chardet) |   86 %   |       200 ms       |     5 file/sec     |
+| charset-normalizer                            | **98 %** |     **10 ms**      |    100 file/sec    |
+
+| Package                                       | 99th percentile | 95th percentile | 50th percentile |
+|-----------------------------------------------|:---------------:|:---------------:|:---------------:|
+| [chardet](https://github.com/chardet/chardet) |     1200 ms     |     287 ms      |      23 ms      |
+| charset-normalizer                            |     100 ms      |      50 ms      |      5 ms       |
+
+Chardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.
+
+> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.
+> And yes, these results might change at any time. The dataset can be updated to include more files.
+> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.
+> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability
+> (eg. Supported Encoding) Challenge-them if you want.
+
+## ✨ Installation
+
+Using pip:
+
+```sh
+pip install charset-normalizer -U
+```
+
+## 🚀 Basic Usage
+
+### CLI
+This package comes with a CLI.
+
+```
+usage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]
+                  file [file ...]
+
+The Real First Universal Charset Detector. Discover originating encoding used
+on text file. Normalize text to unicode.
+
+positional arguments:
+  files                 File(s) to be analysed
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -v, --verbose         Display complementary information about file if any.
+                        Stdout will contain logs about the detection process.
+  -a, --with-alternative
+                        Output complementary possibilities if any. Top-level
+                        JSON WILL be a list.
+  -n, --normalize       Permit to normalize input file. If not set, program
+                        does not write anything.
+  -m, --minimal         Only output the charset detected to STDOUT. Disabling
+                        JSON output.
+  -r, --replace         Replace file when trying to normalize it instead of
+                        creating a new one.
+  -f, --force           Replace file without asking if you are sure, use this
+                        flag with caution.
+  -t THRESHOLD, --threshold THRESHOLD
+                        Define a custom maximum amount of chaos allowed in
+                        decoded content. 0. <= chaos <= 1.
+  --version             Show version information and exit.
+```
+
+```bash
+normalizer ./data/sample.1.fr.srt
+```
+
+or
+
+```bash
+python -m charset_normalizer ./data/sample.1.fr.srt
+```
+
+🎉 Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.
+
+```json
+{
+    "path": "/home/default/projects/charset_normalizer/data/sample.1.fr.srt",
+    "encoding": "cp1252",
+    "encoding_aliases": [
+        "1252",
+        "windows_1252"
+    ],
+    "alternative_encodings": [
+        "cp1254",
+        "cp1256",
+        "cp1258",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+        "mbcs"
+    ],
+    "language": "French",
+    "alphabets": [
+        "Basic Latin",
+        "Latin-1 Supplement"
+    ],
+    "has_sig_or_bom": false,
+    "chaos": 0.149,
+    "coherence": 97.152,
+    "unicode_path": null,
+    "is_preferred": true
+}
+```
+
+### Python
+*Just print out normalized text*
+```python
+from charset_normalizer import from_path
+
+results = from_path('./my_subtitle.srt')
+
+print(str(results.best()))
+```
+
+*Upgrade your code without effort*
+```python
+from charset_normalizer import detect
+```
+
+The above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.
+
+See the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)
+
+## 😇 Why
+
+When I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a
+reliable alternative using a completely different method. Also! I never back down on a good challenge!
+
+I **don't care** about the **originating charset** encoding, because **two different tables** can
+produce **two identical rendered string.**
+What I want is to get readable text, the best I can. 
+
+In a way, **I'm brute forcing text decoding.** How cool is that ? 😎
+
+Don't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.
+
+## 🍰 How
+
+  - Discard all charset encoding table that could not fit the binary content.
+  - Measure noise, or the mess once opened (by chunks) with a corresponding charset encoding.
+  - Extract matches with the lowest mess detected.
+  - Additionally, we measure coherence / probe for a language.
+
+**Wait a minute**, what is noise/mess and coherence according to **YOU ?**
+
+*Noise :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then
+**I established** some ground rules about **what is obvious** when **it seems like** a mess.
+ I know that my interpretation of what is noise is probably incomplete, feel free to contribute in order to
+ improve or rewrite it.
+
+*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought
+that intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.
+
+## ⚡ Known limitations
+
+  - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))
+  - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.
+
+## ⚠️ About Python EOLs
+
+**If you are running:**
+
+- Python >=2.7,<3.5: Unsupported
+- Python 3.5: charset-normalizer < 2.1
+- Python 3.6: charset-normalizer < 3.1
+- Python 3.7: charset-normalizer < 4.0
+
+Upgrade your Python interpreter as soon as possible.
+
+## 👤 Contributing
+
+Contributions, issues and feature requests are very much welcome.<br />
+Feel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.
+
+## 📝 License
+
+Copyright © [Ahmed TAHRI @Ousret](https://github.com/Ousret).<br />
+This project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.
+
+Characters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)
+
+## 💼 For Enterprise
+
+Professional support for charset-normalizer is available as part of the [Tidelift
+Subscription][1]. Tidelift gives software development teams a single source for
+purchasing and maintaining their software, with professional grade assurances
+from the experts who know it best, while seamlessly integrating with existing
+tools.
+
+[1]: https://tidelift.com/subscription/pkg/pypi-charset-normalizer?utm_source=pypi-charset-normalizer&utm_medium=readme
+
+# Changelog
+All notable changes to charset-normalizer will be documented in this file. This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
+
+## [3.3.2](https://github.com/Ousret/charset_normalizer/compare/3.3.1...3.3.2) (2023-10-31)
+
+### Fixed
+- Unintentional memory usage regression when using large payload that match several encoding (#376)
+- Regression on some detection case showcased in the documentation (#371)
+
+### Added
+- Noise (md) probe that identify malformed arabic representation due to the presence of letters in isolated form (credit to my wife)
+
+## [3.3.1](https://github.com/Ousret/charset_normalizer/compare/3.3.0...3.3.1) (2023-10-22)
+
+### Changed
+- Optional mypyc compilation upgraded to version 1.6.1 for Python >= 3.8
+- Improved the general detection reliability based on reports from the community
+
+## [3.3.0](https://github.com/Ousret/charset_normalizer/compare/3.2.0...3.3.0) (2023-09-30)
+
+### Added
+- Allow to execute the CLI (e.g. normalizer) through `python -m charset_normalizer.cli` or `python -m charset_normalizer`
+- Support for 9 forgotten encoding that are supported by Python but unlisted in `encoding.aliases` as they have no alias (#323)
+
+### Removed
+- (internal) Redundant utils.is_ascii function and unused function is_private_use_only
+- (internal) charset_normalizer.assets is moved inside charset_normalizer.constant
+
+### Changed
+- (internal) Unicode code blocks in constants are updated using the latest v15.0.0 definition to improve detection
+- Optional mypyc compilation upgraded to version 1.5.1 for Python >= 3.8
+
+### Fixed
+- Unable to properly sort CharsetMatch when both chaos/noise and coherence were close due to an unreachable condition in \_\_lt\_\_ (#350)
+
+## [3.2.0](https://github.com/Ousret/charset_normalizer/compare/3.1.0...3.2.0) (2023-06-07)
+
+### Changed
+- Typehint for function `from_path` no longer enforce `PathLike` as its first argument
+- Minor improvement over the global detection reliability
+
+### Added
+- Introduce function `is_binary` that relies on main capabilities, and optimized to detect binaries
+- Propagate `enable_fallback` argument throughout `from_bytes`, `from_path`, and `from_fp` that allow a deeper control over the detection (default True)
+- Explicit support for Python 3.12
+
+### Fixed
+- Edge case detection failure where a file would contain 'very-long' camel cased word (Issue #289)
+
+## [3.1.0](https://github.com/Ousret/charset_normalizer/compare/3.0.1...3.1.0) (2023-03-06)
+
+### Added
+- Argument `should_rename_legacy` for legacy function `detect` and disregard any new arguments without errors (PR #262)
+
+### Removed
+- Support for Python 3.6 (PR #260)
+
+### Changed
+- Optional speedup provided by mypy/c 1.0.1
+
+## [3.0.1](https://github.com/Ousret/charset_normalizer/compare/3.0.0...3.0.1) (2022-11-18)
+
+### Fixed
+- Multi-bytes cutter/chunk generator did not always cut correctly (PR #233)
+
+### Changed
+- Speedup provided by mypy/c 0.990 on Python >= 3.7
+
+## [3.0.0](https://github.com/Ousret/charset_normalizer/compare/2.1.1...3.0.0) (2022-10-20)
+
+### Added
+- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
+- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
+- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
+- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
+
+### Changed
+- Build with static metadata using 'build' frontend
+- Make the language detection stricter
+- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
+
+### Fixed
+- CLI with opt --normalize fail when using full path for files
+- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
+- Sphinx warnings when generating the documentation
+
+### Removed
+- Coherence detector no longer return 'Simple English' instead return 'English'
+- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
+- Breaking: Method `first()` and `best()` from CharsetMatch
+- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
+- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
+- Breaking: Top-level function `normalize`
+- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
+- Support for the backport `unicodedata2`
+
+## [3.0.0rc1](https://github.com/Ousret/charset_normalizer/compare/3.0.0b2...3.0.0rc1) (2022-10-18)
+
+### Added
+- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
+- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
+- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
+
+### Changed
+- Build with static metadata using 'build' frontend
+- Make the language detection stricter
+
+### Fixed
+- CLI with opt --normalize fail when using full path for files
+- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
+
+### Removed
+- Coherence detector no longer return 'Simple English' instead return 'English'
+- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
+
+## [3.0.0b2](https://github.com/Ousret/charset_normalizer/compare/3.0.0b1...3.0.0b2) (2022-08-21)
+
+### Added
+- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
+
+### Removed
+- Breaking: Method `first()` and `best()` from CharsetMatch
+- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
+
+### Fixed
+- Sphinx warnings when generating the documentation
+
+## [3.0.0b1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...3.0.0b1) (2022-08-15)
+
+### Changed
+- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
+
+### Removed
+- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
+- Breaking: Top-level function `normalize`
+- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
+- Support for the backport `unicodedata2`
+
+## [2.1.1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...2.1.1) (2022-08-19)
+
+### Deprecated
+- Function `normalize` scheduled for removal in 3.0
+
+### Changed
+- Removed useless call to decode in fn is_unprintable (#206)
+
+### Fixed
+- Third-party library (i18n xgettext) crashing not recognizing utf_8 (PEP 263) with underscore from [@aleksandernovikov](https://github.com/aleksandernovikov) (#204)
+
+## [2.1.0](https://github.com/Ousret/charset_normalizer/compare/2.0.12...2.1.0) (2022-06-19)
+
+### Added
+- Output the Unicode table version when running the CLI with `--version` (PR #194)
+
+### Changed
+- Re-use decoded buffer for single byte character sets from [@nijel](https://github.com/nijel) (PR #175)
+- Fixing some performance bottlenecks from [@deedy5](https://github.com/deedy5) (PR #183)
+
+### Fixed
+- Workaround potential bug in cpython with Zero Width No-Break Space located in Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space (PR #175)
+- CLI default threshold aligned with the API threshold from [@oleksandr-kuzmenko](https://github.com/oleksandr-kuzmenko) (PR #181)
+
+### Removed
+- Support for Python 3.5 (PR #192)
+
+### Deprecated
+- Use of backport unicodedata from `unicodedata2` as Python is quickly catching up, scheduled for removal in 3.0 (PR #194)
+
+## [2.0.12](https://github.com/Ousret/charset_normalizer/compare/2.0.11...2.0.12) (2022-02-12)
+
+### Fixed
+- ASCII miss-detection on rare cases (PR #170) 
+
+## [2.0.11](https://github.com/Ousret/charset_normalizer/compare/2.0.10...2.0.11) (2022-01-30)
+
+### Added
+- Explicit support for Python 3.11 (PR #164)
+
+### Changed
+- The logging behavior have been completely reviewed, now using only TRACE and DEBUG levels (PR #163 #165)
+
+## [2.0.10](https://github.com/Ousret/charset_normalizer/compare/2.0.9...2.0.10) (2022-01-04)
+
+### Fixed
+- Fallback match entries might lead to UnicodeDecodeError for large bytes sequence (PR #154)
+
+### Changed
+- Skipping the language-detection (CD) on ASCII (PR #155)
+
+## [2.0.9](https://github.com/Ousret/charset_normalizer/compare/2.0.8...2.0.9) (2021-12-03)
+
+### Changed
+- Moderating the logging impact (since 2.0.8) for specific environments (PR #147)
+
+### Fixed
+- Wrong logging level applied when setting kwarg `explain` to True (PR #146)
+
+## [2.0.8](https://github.com/Ousret/charset_normalizer/compare/2.0.7...2.0.8) (2021-11-24)
+### Changed
+- Improvement over Vietnamese detection (PR #126)
+- MD improvement on trailing data and long foreign (non-pure latin) data (PR #124)
+- Efficiency improvements in cd/alphabet_languages from [@adbar](https://github.com/adbar) (PR #122)
+- call sum() without an intermediary list following PEP 289 recommendations from [@adbar](https://github.com/adbar) (PR #129)
+- Code style as refactored by Sourcery-AI (PR #131) 
+- Minor adjustment on the MD around european words (PR #133)
+- Remove and replace SRTs from assets / tests (PR #139)
+- Initialize the library logger with a `NullHandler` by default from [@nmaynes](https://github.com/nmaynes) (PR #135)
+- Setting kwarg `explain` to True will add provisionally (bounded to function lifespan) a specific stream handler (PR #135)
+
+### Fixed
+- Fix large (misleading) sequence giving UnicodeDecodeError (PR #137)
+- Avoid using too insignificant chunk (PR #137)
+
+### Added
+- Add and expose function `set_logging_handler` to configure a specific StreamHandler from [@nmaynes](https://github.com/nmaynes) (PR #135)
+- Add `CHANGELOG.md` entries, format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) (PR #141)
+
+## [2.0.7](https://github.com/Ousret/charset_normalizer/compare/2.0.6...2.0.7) (2021-10-11)
+### Added
+- Add support for Kazakh (Cyrillic) language detection (PR #109)
+
+### Changed
+- Further, improve inferring the language from a given single-byte code page (PR #112)
+- Vainly trying to leverage PEP263 when PEP3120 is not supported (PR #116)
+- Refactoring for potential performance improvements in loops from [@adbar](https://github.com/adbar) (PR #113)
+- Various detection improvement (MD+CD) (PR #117)
+
+### Removed
+- Remove redundant logging entry about detected language(s) (PR #115)
+
+### Fixed
+- Fix a minor inconsistency between Python 3.5 and other versions regarding language detection (PR #117 #102)
+
+## [2.0.6](https://github.com/Ousret/charset_normalizer/compare/2.0.5...2.0.6) (2021-09-18)
+### Fixed
+- Unforeseen regression with the loss of the backward-compatibility with some older minor of Python 3.5.x (PR #100)
+- Fix CLI crash when using --minimal output in certain cases (PR #103)
+
+### Changed
+- Minor improvement to the detection efficiency (less than 1%) (PR #106 #101)
+
+## [2.0.5](https://github.com/Ousret/charset_normalizer/compare/2.0.4...2.0.5) (2021-09-14)
+### Changed
+- The project now comply with: flake8, mypy, isort and black to ensure a better overall quality (PR #81)
+- The BC-support with v1.x was improved, the old staticmethods are restored (PR #82)
+- The Unicode detection is slightly improved (PR #93)
+- Add syntax sugar \_\_bool\_\_ for results CharsetMatches list-container (PR #91)
+
+### Removed
+- The project no longer raise warning on tiny content given for detection, will be simply logged as warning instead (PR #92)
+
+### Fixed
+- In some rare case, the chunks extractor could cut in the middle of a multi-byte character and could mislead the mess detection (PR #95)
+- Some rare 'space' characters could trip up the UnprintablePlugin/Mess detection (PR #96)
+- The MANIFEST.in was not exhaustive (PR #78)
+
+## [2.0.4](https://github.com/Ousret/charset_normalizer/compare/2.0.3...2.0.4) (2021-07-30)
+### Fixed
+- The CLI no longer raise an unexpected exception when no encoding has been found (PR #70)
+- Fix accessing the 'alphabets' property when the payload contains surrogate characters (PR #68)
+- The logger could mislead (explain=True) on detected languages and the impact of one MBCS match (PR #72)
+- Submatch factoring could be wrong in rare edge cases (PR #72)
+- Multiple files given to the CLI were ignored when publishing results to STDOUT. (After the first path) (PR #72)
+- Fix line endings from CRLF to LF for certain project files (PR #67)
+
+### Changed
+- Adjust the MD to lower the sensitivity, thus improving the global detection reliability (PR #69 #76)
+- Allow fallback on specified encoding if any (PR #71)
+
+## [2.0.3](https://github.com/Ousret/charset_normalizer/compare/2.0.2...2.0.3) (2021-07-16)
+### Changed
+- Part of the detection mechanism has been improved to be less sensitive, resulting in more accurate detection results. Especially ASCII. (PR #63)
+- According to the community wishes, the detection will fall back on ASCII or UTF-8 in a last-resort case. (PR #64)
+
+## [2.0.2](https://github.com/Ousret/charset_normalizer/compare/2.0.1...2.0.2) (2021-07-15)
+### Fixed
+- Empty/Too small JSON payload miss-detection fixed. Report from [@tseaver](https://github.com/tseaver) (PR #59) 
+
+### Changed
+- Don't inject unicodedata2 into sys.modules from [@akx](https://github.com/akx) (PR #57)
+
+## [2.0.1](https://github.com/Ousret/charset_normalizer/compare/2.0.0...2.0.1) (2021-07-13)
+### Fixed
+- Make it work where there isn't a filesystem available, dropping assets frequencies.json. Report from [@sethmlarson](https://github.com/sethmlarson). (PR #55)
+- Using explain=False permanently disable the verbose output in the current runtime (PR #47)
+- One log entry (language target preemptive) was not show in logs when using explain=True (PR #47)
+- Fix undesired exception (ValueError) on getitem of instance CharsetMatches (PR #52)
+
+### Changed
+- Public function normalize default args values were not aligned with from_bytes (PR #53)
+
+### Added
+- You may now use charset aliases in cp_isolation and cp_exclusion arguments (PR #47)
+
+## [2.0.0](https://github.com/Ousret/charset_normalizer/compare/1.4.1...2.0.0) (2021-07-02)
+### Changed
+- 4x to 5 times faster than the previous 1.4.0 release. At least 2x faster than Chardet.
+- Accent has been made on UTF-8 detection, should perform rather instantaneous.
+- The backward compatibility with Chardet has been greatly improved. The legacy detect function returns an identical charset name whenever possible.
+- The detection mechanism has been slightly improved, now Turkish content is detected correctly (most of the time)
+- The program has been rewritten to ease the readability and maintainability. (+Using static typing)+
+- utf_7 detection has been reinstated.
+
+### Removed
+- This package no longer require anything when used with Python 3.5 (Dropped cached_property)
+- Removed support for these languages: Catalan, Esperanto, Kazakh, Baque, Volapük, Azeri, Galician, Nynorsk, Macedonian, and Serbocroatian.
+- The exception hook on UnicodeDecodeError has been removed.
+
+### Deprecated
+- Methods coherence_non_latin, w_counter, chaos_secondary_pass of the class CharsetMatch are now deprecated and scheduled for removal in v3.0
+
+### Fixed
+- The CLI output used the relative path of the file(s). Should be absolute.
+
+## [1.4.1](https://github.com/Ousret/charset_normalizer/compare/1.4.0...1.4.1) (2021-05-28)
+### Fixed
+- Logger configuration/usage no longer conflict with others (PR #44)
+
+## [1.4.0](https://github.com/Ousret/charset_normalizer/compare/1.3.9...1.4.0) (2021-05-21)
+### Removed
+- Using standard logging instead of using the package loguru.
+- Dropping nose test framework in favor of the maintained pytest.
+- Choose to not use dragonmapper package to help with gibberish Chinese/CJK text.
+- Require cached_property only for Python 3.5 due to constraint. Dropping for every other interpreter version.
+- Stop support for UTF-7 that does not contain a SIG.
+- Dropping PrettyTable, replaced with pure JSON output in CLI.
+
+### Fixed
+- BOM marker in a CharsetNormalizerMatch instance could be False in rare cases even if obviously present. Due to the sub-match factoring process.
+- Not searching properly for the BOM when trying utf32/16 parent codec.
+
+### Changed
+- Improving the package final size by compressing frequencies.json.
+- Huge improvement over the larges payload.
+
+### Added
+- CLI now produces JSON consumable output.
+- Return ASCII if given sequences fit. Given reasonable confidence.
+
+## [1.3.9](https://github.com/Ousret/charset_normalizer/compare/1.3.8...1.3.9) (2021-05-13)
+
+### Fixed
+- In some very rare cases, you may end up getting encode/decode errors due to a bad bytes payload (PR #40)
+
+## [1.3.8](https://github.com/Ousret/charset_normalizer/compare/1.3.7...1.3.8) (2021-05-12)
+
+### Fixed
+- Empty given payload for detection may cause an exception if trying to access the `alphabets` property. (PR #39)
+
+## [1.3.7](https://github.com/Ousret/charset_normalizer/compare/1.3.6...1.3.7) (2021-05-12)
+
+### Fixed
+- The legacy detect function should return UTF-8-SIG if sig is present in the payload. (PR #38)
+
+## [1.3.6](https://github.com/Ousret/charset_normalizer/compare/1.3.5...1.3.6) (2021-02-09)
+
+### Changed
+- Amend the previous release to allow prettytable 2.0 (PR #35)
+
+## [1.3.5](https://github.com/Ousret/charset_normalizer/compare/1.3.4...1.3.5) (2021-02-08)
+
+### Fixed
+- Fix error while using the package with a python pre-release interpreter (PR #33)
+
+### Changed
+- Dependencies refactoring, constraints revised.
+
+### Added
+- Add python 3.9 and 3.10 to the supported interpreters
+
+MIT License
+
+Copyright (c) 2019 TAHRI Ahmed R.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
new file mode 100644
index 000000000..1303d71c7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
@@ -0,0 +1,35 @@
+../../bin/normalizer,sha256=0R5cAp7pyMsQYJqiKungC_cPWKCdWsOdoWB0C4HqSSQ,310
+charset_normalizer-3.3.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+charset_normalizer-3.3.2.dist-info/LICENSE,sha256=6zGgxaT7Cbik4yBV0lweX5w1iidS_vPNcgIT0cz-4kE,1070
+charset_normalizer-3.3.2.dist-info/METADATA,sha256=cfLhl5A6SI-F0oclm8w8ux9wshL1nipdeCdVnYb4AaA,33550
+charset_normalizer-3.3.2.dist-info/RECORD,,
+charset_normalizer-3.3.2.dist-info/WHEEL,sha256=1K25WgJ_KyfvTx-UW0AtTToB1lRjnG-GzH7SmFlnRPw,111
+charset_normalizer-3.3.2.dist-info/entry_points.txt,sha256=ADSTKrkXZ3hhdOVFi6DcUEHQRS0xfxDIE_pEz4wLIXA,65
+charset_normalizer-3.3.2.dist-info/top_level.txt,sha256=7ASyzePr8_xuZWJsnqJjIBtyV8vhEo0wBCv1MPRRi3Q,19
+charset_normalizer/__init__.py,sha256=UzI3xC8PhmcLRMzSgPb6minTmRq0kWznnCBJ8ZCc2XI,1577
+charset_normalizer/__main__.py,sha256=JxY8bleaENOFlLRb9HfoeZCzAMnn2A1oGR5Xm2eyqg0,73
+charset_normalizer/__pycache__/__init__.cpython-311.pyc,,
+charset_normalizer/__pycache__/__main__.cpython-311.pyc,,
+charset_normalizer/__pycache__/api.cpython-311.pyc,,
+charset_normalizer/__pycache__/cd.cpython-311.pyc,,
+charset_normalizer/__pycache__/constant.cpython-311.pyc,,
+charset_normalizer/__pycache__/legacy.cpython-311.pyc,,
+charset_normalizer/__pycache__/md.cpython-311.pyc,,
+charset_normalizer/__pycache__/models.cpython-311.pyc,,
+charset_normalizer/__pycache__/utils.cpython-311.pyc,,
+charset_normalizer/__pycache__/version.cpython-311.pyc,,
+charset_normalizer/api.py,sha256=WOlWjy6wT8SeMYFpaGbXZFN1TMXa-s8vZYfkL4G29iQ,21097
+charset_normalizer/cd.py,sha256=xwZliZcTQFA3jU0c00PRiu9MNxXTFxQkFLWmMW24ZzI,12560
+charset_normalizer/cli/__init__.py,sha256=D5ERp8P62llm2FuoMzydZ7d9rs8cvvLXqE-1_6oViPc,100
+charset_normalizer/cli/__main__.py,sha256=2F-xURZJzo063Ye-2RLJ2wcmURpbKeAzKwpiws65dAs,9744
+charset_normalizer/cli/__pycache__/__init__.cpython-311.pyc,,
+charset_normalizer/cli/__pycache__/__main__.cpython-311.pyc,,
+charset_normalizer/constant.py,sha256=p0IsOVcEbPWYPOdWhnhRbjK1YVBy6fs05C5vKC-zoxU,40481
+charset_normalizer/legacy.py,sha256=T-QuVMsMeDiQEk8WSszMrzVJg_14AMeSkmHdRYhdl1k,2071
+charset_normalizer/md.cpython-311-darwin.so,sha256=OiyW5lqB7AjKTjTrjNitBY5KKuGMheybG2G8wJeEO6E,33152
+charset_normalizer/md.py,sha256=NkSuVLK13_a8c7BxZ4cGIQ5vOtGIWOdh22WZEvjp-7U,19624
+charset_normalizer/md__mypyc.cpython-311-darwin.so,sha256=4kdSJP5eNMOfCSeGHpSa5_ff7vNw2hX1e_d-Q4oQ6yg,215680
+charset_normalizer/models.py,sha256=I5i0s4aKCCgLPY2tUY3pwkgFA-BUbbNxQ7hVkVTt62s,11624
+charset_normalizer/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+charset_normalizer/utils.py,sha256=teiosMqzKjXyAHXnGdjSBOgnBZwx-SkBbCLrx0UXy8M,11894
+charset_normalizer/version.py,sha256=iHKUfHD3kDRSyrh_BN2ojh43TA5-UZQjvbVIEFfpHDs,79
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
new file mode 100644
index 000000000..a65e9b2f2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.41.2)
+Root-Is-Purelib: false
+Tag: cp311-cp311-macosx_10_9_x86_64
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
new file mode 100644
index 000000000..65619e73e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
@@ -0,0 +1,2 @@
+[console_scripts]
+normalizer = charset_normalizer.cli:cli_detect
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
new file mode 100644
index 000000000..66958f0a0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
@@ -0,0 +1 @@
+charset_normalizer
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
new file mode 100644
index 000000000..55991fc38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
@@ -0,0 +1,46 @@
+# -*- coding: utf-8 -*-
+"""
+Charset-Normalizer
+~~~~~~~~~~~~~~
+The Real First Universal Charset Detector.
+A library that helps you read text from an unknown charset encoding.
+Motivated by chardet, This package is trying to resolve the issue by taking a new approach.
+All IANA character set names for which the Python core library provides codecs are supported.
+
+Basic usage:
+   >>> from charset_normalizer import from_bytes
+   >>> results = from_bytes('Bсеки човек има право на образование. Oбразованието!'.encode('utf_8'))
+   >>> best_guess = results.best()
+   >>> str(best_guess)
+   'Bсеки човек има право на образование. Oбразованието!'
+
+Others methods and usages are available - see the full documentation
+at <https://github.com/Ousret/charset_normalizer>.
+:copyright: (c) 2021 by Ahmed TAHRI
+:license: MIT, see LICENSE for more details.
+"""
+import logging
+
+from .api import from_bytes, from_fp, from_path, is_binary
+from .legacy import detect
+from .models import CharsetMatch, CharsetMatches
+from .utils import set_logging_handler
+from .version import VERSION, __version__
+
+__all__ = (
+    "from_fp",
+    "from_path",
+    "from_bytes",
+    "is_binary",
+    "detect",
+    "CharsetMatch",
+    "CharsetMatches",
+    "__version__",
+    "VERSION",
+    "set_logging_handler",
+)
+
+# Attach a NullHandler to the top level logger by default
+# https://docs.python.org/3.3/howto/logging.html#configuring-logging-for-a-library
+
+logging.getLogger("charset_normalizer").addHandler(logging.NullHandler())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
new file mode 100644
index 000000000..beae2ef77
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
@@ -0,0 +1,4 @@
+from .cli import cli_detect
+
+if __name__ == "__main__":
+    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
new file mode 100644
index 000000000..0ba08e3a5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
@@ -0,0 +1,626 @@
+import logging
+from os import PathLike
+from typing import BinaryIO, List, Optional, Set, Union
+
+from .cd import (
+    coherence_ratio,
+    encoding_languages,
+    mb_encoding_languages,
+    merge_coherence_ratios,
+)
+from .constant import IANA_SUPPORTED, TOO_BIG_SEQUENCE, TOO_SMALL_SEQUENCE, TRACE
+from .md import mess_ratio
+from .models import CharsetMatch, CharsetMatches
+from .utils import (
+    any_specified_encoding,
+    cut_sequence_chunks,
+    iana_name,
+    identify_sig_or_bom,
+    is_cp_similar,
+    is_multi_byte_encoding,
+    should_strip_sig_or_bom,
+)
+
+# Will most likely be controversial
+# logging.addLevelName(TRACE, "TRACE")
+logger = logging.getLogger("charset_normalizer")
+explain_handler = logging.StreamHandler()
+explain_handler.setFormatter(
+    logging.Formatter("%(asctime)s | %(levelname)s | %(message)s")
+)
+
+
+def from_bytes(
+    sequences: Union[bytes, bytearray],
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.2,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Given a raw bytes sequence, return the best possibles charset usable to render str objects.
+    If there is no results, it is a strong indicator that the source is binary/not text.
+    By default, the process will extract 5 blocks of 512o each to assess the mess and coherence of a given sequence.
+    And will give up a particular code page after 20% of measured mess. Those criteria are customizable at will.
+
+    The preemptive behavior DOES NOT replace the traditional detection workflow, it prioritize a particular code page
+    but never take it for granted. Can improve the performance.
+
+    You may want to focus your attention to some code page or/and not others, use cp_isolation and cp_exclusion for that
+    purpose.
+
+    This function will strip the SIG in the payload/sequence every time except on UTF-16, UTF-32.
+    By default the library does not setup any handler other than the NullHandler, if you choose to set the 'explain'
+    toggle to True it will alter the logger configuration to add a StreamHandler that is suitable for debugging.
+    Custom logging format and handler can be set manually.
+    """
+
+    if not isinstance(sequences, (bytearray, bytes)):
+        raise TypeError(
+            "Expected object of type bytes or bytearray, got: {0}".format(
+                type(sequences)
+            )
+        )
+
+    if explain:
+        previous_logger_level: int = logger.level
+        logger.addHandler(explain_handler)
+        logger.setLevel(TRACE)
+
+    length: int = len(sequences)
+
+    if length == 0:
+        logger.debug("Encoding detection on empty bytes, assuming utf_8 intention.")
+        if explain:
+            logger.removeHandler(explain_handler)
+            logger.setLevel(previous_logger_level or logging.WARNING)
+        return CharsetMatches([CharsetMatch(sequences, "utf_8", 0.0, False, [], "")])
+
+    if cp_isolation is not None:
+        logger.log(
+            TRACE,
+            "cp_isolation is set. use this flag for debugging purpose. "
+            "limited list of encoding allowed : %s.",
+            ", ".join(cp_isolation),
+        )
+        cp_isolation = [iana_name(cp, False) for cp in cp_isolation]
+    else:
+        cp_isolation = []
+
+    if cp_exclusion is not None:
+        logger.log(
+            TRACE,
+            "cp_exclusion is set. use this flag for debugging purpose. "
+            "limited list of encoding excluded : %s.",
+            ", ".join(cp_exclusion),
+        )
+        cp_exclusion = [iana_name(cp, False) for cp in cp_exclusion]
+    else:
+        cp_exclusion = []
+
+    if length <= (chunk_size * steps):
+        logger.log(
+            TRACE,
+            "override steps (%i) and chunk_size (%i) as content does not fit (%i byte(s) given) parameters.",
+            steps,
+            chunk_size,
+            length,
+        )
+        steps = 1
+        chunk_size = length
+
+    if steps > 1 and length / steps < chunk_size:
+        chunk_size = int(length / steps)
+
+    is_too_small_sequence: bool = len(sequences) < TOO_SMALL_SEQUENCE
+    is_too_large_sequence: bool = len(sequences) >= TOO_BIG_SEQUENCE
+
+    if is_too_small_sequence:
+        logger.log(
+            TRACE,
+            "Trying to detect encoding from a tiny portion of ({}) byte(s).".format(
+                length
+            ),
+        )
+    elif is_too_large_sequence:
+        logger.log(
+            TRACE,
+            "Using lazy str decoding because the payload is quite large, ({}) byte(s).".format(
+                length
+            ),
+        )
+
+    prioritized_encodings: List[str] = []
+
+    specified_encoding: Optional[str] = (
+        any_specified_encoding(sequences) if preemptive_behaviour else None
+    )
+
+    if specified_encoding is not None:
+        prioritized_encodings.append(specified_encoding)
+        logger.log(
+            TRACE,
+            "Detected declarative mark in sequence. Priority +1 given for %s.",
+            specified_encoding,
+        )
+
+    tested: Set[str] = set()
+    tested_but_hard_failure: List[str] = []
+    tested_but_soft_failure: List[str] = []
+
+    fallback_ascii: Optional[CharsetMatch] = None
+    fallback_u8: Optional[CharsetMatch] = None
+    fallback_specified: Optional[CharsetMatch] = None
+
+    results: CharsetMatches = CharsetMatches()
+
+    sig_encoding, sig_payload = identify_sig_or_bom(sequences)
+
+    if sig_encoding is not None:
+        prioritized_encodings.append(sig_encoding)
+        logger.log(
+            TRACE,
+            "Detected a SIG or BOM mark on first %i byte(s). Priority +1 given for %s.",
+            len(sig_payload),
+            sig_encoding,
+        )
+
+    prioritized_encodings.append("ascii")
+
+    if "utf_8" not in prioritized_encodings:
+        prioritized_encodings.append("utf_8")
+
+    for encoding_iana in prioritized_encodings + IANA_SUPPORTED:
+        if cp_isolation and encoding_iana not in cp_isolation:
+            continue
+
+        if cp_exclusion and encoding_iana in cp_exclusion:
+            continue
+
+        if encoding_iana in tested:
+            continue
+
+        tested.add(encoding_iana)
+
+        decoded_payload: Optional[str] = None
+        bom_or_sig_available: bool = sig_encoding == encoding_iana
+        strip_sig_or_bom: bool = bom_or_sig_available and should_strip_sig_or_bom(
+            encoding_iana
+        )
+
+        if encoding_iana in {"utf_16", "utf_32"} and not bom_or_sig_available:
+            logger.log(
+                TRACE,
+                "Encoding %s won't be tested as-is because it require a BOM. Will try some sub-encoder LE/BE.",
+                encoding_iana,
+            )
+            continue
+        if encoding_iana in {"utf_7"} and not bom_or_sig_available:
+            logger.log(
+                TRACE,
+                "Encoding %s won't be tested as-is because detection is unreliable without BOM/SIG.",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            is_multi_byte_decoder: bool = is_multi_byte_encoding(encoding_iana)
+        except (ModuleNotFoundError, ImportError):
+            logger.log(
+                TRACE,
+                "Encoding %s does not provide an IncrementalDecoder",
+                encoding_iana,
+            )
+            continue
+
+        try:
+            if is_too_large_sequence and is_multi_byte_decoder is False:
+                str(
+                    sequences[: int(50e4)]
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) : int(50e4)],
+                    encoding=encoding_iana,
+                )
+            else:
+                decoded_payload = str(
+                    sequences
+                    if strip_sig_or_bom is False
+                    else sequences[len(sig_payload) :],
+                    encoding=encoding_iana,
+                )
+        except (UnicodeDecodeError, LookupError) as e:
+            if not isinstance(e, LookupError):
+                logger.log(
+                    TRACE,
+                    "Code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+            tested_but_hard_failure.append(encoding_iana)
+            continue
+
+        similar_soft_failure_test: bool = False
+
+        for encoding_soft_failed in tested_but_soft_failure:
+            if is_cp_similar(encoding_iana, encoding_soft_failed):
+                similar_soft_failure_test = True
+                break
+
+        if similar_soft_failure_test:
+            logger.log(
+                TRACE,
+                "%s is deemed too similar to code page %s and was consider unsuited already. Continuing!",
+                encoding_iana,
+                encoding_soft_failed,
+            )
+            continue
+
+        r_ = range(
+            0 if not bom_or_sig_available else len(sig_payload),
+            length,
+            int(length / steps),
+        )
+
+        multi_byte_bonus: bool = (
+            is_multi_byte_decoder
+            and decoded_payload is not None
+            and len(decoded_payload) < length
+        )
+
+        if multi_byte_bonus:
+            logger.log(
+                TRACE,
+                "Code page %s is a multi byte encoding table and it appear that at least one character "
+                "was encoded using n-bytes.",
+                encoding_iana,
+            )
+
+        max_chunk_gave_up: int = int(len(r_) / 4)
+
+        max_chunk_gave_up = max(max_chunk_gave_up, 2)
+        early_stop_count: int = 0
+        lazy_str_hard_failure = False
+
+        md_chunks: List[str] = []
+        md_ratios = []
+
+        try:
+            for chunk in cut_sequence_chunks(
+                sequences,
+                encoding_iana,
+                r_,
+                chunk_size,
+                bom_or_sig_available,
+                strip_sig_or_bom,
+                sig_payload,
+                is_multi_byte_decoder,
+                decoded_payload,
+            ):
+                md_chunks.append(chunk)
+
+                md_ratios.append(
+                    mess_ratio(
+                        chunk,
+                        threshold,
+                        explain is True and 1 <= len(cp_isolation) <= 2,
+                    )
+                )
+
+                if md_ratios[-1] >= threshold:
+                    early_stop_count += 1
+
+                if (early_stop_count >= max_chunk_gave_up) or (
+                    bom_or_sig_available and strip_sig_or_bom is False
+                ):
+                    break
+        except (
+            UnicodeDecodeError
+        ) as e:  # Lazy str loading may have missed something there
+            logger.log(
+                TRACE,
+                "LazyStr Loading: After MD chunk decode, code page %s does not fit given bytes sequence at ALL. %s",
+                encoding_iana,
+                str(e),
+            )
+            early_stop_count = max_chunk_gave_up
+            lazy_str_hard_failure = True
+
+        # We might want to check the sequence again with the whole content
+        # Only if initial MD tests passes
+        if (
+            not lazy_str_hard_failure
+            and is_too_large_sequence
+            and not is_multi_byte_decoder
+        ):
+            try:
+                sequences[int(50e3) :].decode(encoding_iana, errors="strict")
+            except UnicodeDecodeError as e:
+                logger.log(
+                    TRACE,
+                    "LazyStr Loading: After final lookup, code page %s does not fit given bytes sequence at ALL. %s",
+                    encoding_iana,
+                    str(e),
+                )
+                tested_but_hard_failure.append(encoding_iana)
+                continue
+
+        mean_mess_ratio: float = sum(md_ratios) / len(md_ratios) if md_ratios else 0.0
+        if mean_mess_ratio >= threshold or early_stop_count >= max_chunk_gave_up:
+            tested_but_soft_failure.append(encoding_iana)
+            logger.log(
+                TRACE,
+                "%s was excluded because of initial chaos probing. Gave up %i time(s). "
+                "Computed mean chaos is %f %%.",
+                encoding_iana,
+                early_stop_count,
+                round(mean_mess_ratio * 100, ndigits=3),
+            )
+            # Preparing those fallbacks in case we got nothing.
+            if (
+                enable_fallback
+                and encoding_iana in ["ascii", "utf_8", specified_encoding]
+                and not lazy_str_hard_failure
+            ):
+                fallback_entry = CharsetMatch(
+                    sequences, encoding_iana, threshold, False, [], decoded_payload
+                )
+                if encoding_iana == specified_encoding:
+                    fallback_specified = fallback_entry
+                elif encoding_iana == "ascii":
+                    fallback_ascii = fallback_entry
+                else:
+                    fallback_u8 = fallback_entry
+            continue
+
+        logger.log(
+            TRACE,
+            "%s passed initial chaos probing. Mean measured chaos is %f %%",
+            encoding_iana,
+            round(mean_mess_ratio * 100, ndigits=3),
+        )
+
+        if not is_multi_byte_decoder:
+            target_languages: List[str] = encoding_languages(encoding_iana)
+        else:
+            target_languages = mb_encoding_languages(encoding_iana)
+
+        if target_languages:
+            logger.log(
+                TRACE,
+                "{} should target any language(s) of {}".format(
+                    encoding_iana, str(target_languages)
+                ),
+            )
+
+        cd_ratios = []
+
+        # We shall skip the CD when its about ASCII
+        # Most of the time its not relevant to run "language-detection" on it.
+        if encoding_iana != "ascii":
+            for chunk in md_chunks:
+                chunk_languages = coherence_ratio(
+                    chunk,
+                    language_threshold,
+                    ",".join(target_languages) if target_languages else None,
+                )
+
+                cd_ratios.append(chunk_languages)
+
+        cd_ratios_merged = merge_coherence_ratios(cd_ratios)
+
+        if cd_ratios_merged:
+            logger.log(
+                TRACE,
+                "We detected language {} using {}".format(
+                    cd_ratios_merged, encoding_iana
+                ),
+            )
+
+        results.append(
+            CharsetMatch(
+                sequences,
+                encoding_iana,
+                mean_mess_ratio,
+                bom_or_sig_available,
+                cd_ratios_merged,
+                decoded_payload,
+            )
+        )
+
+        if (
+            encoding_iana in [specified_encoding, "ascii", "utf_8"]
+            and mean_mess_ratio < 0.1
+        ):
+            logger.debug(
+                "Encoding detection: %s is most likely the one.", encoding_iana
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+        if encoding_iana == sig_encoding:
+            logger.debug(
+                "Encoding detection: %s is most likely the one as we detected a BOM or SIG within "
+                "the beginning of the sequence.",
+                encoding_iana,
+            )
+            if explain:
+                logger.removeHandler(explain_handler)
+                logger.setLevel(previous_logger_level)
+            return CharsetMatches([results[encoding_iana]])
+
+    if len(results) == 0:
+        if fallback_u8 or fallback_ascii or fallback_specified:
+            logger.log(
+                TRACE,
+                "Nothing got out of the detection process. Using ASCII/UTF-8/Specified fallback.",
+            )
+
+        if fallback_specified:
+            logger.debug(
+                "Encoding detection: %s will be used as a fallback match",
+                fallback_specified.encoding,
+            )
+            results.append(fallback_specified)
+        elif (
+            (fallback_u8 and fallback_ascii is None)
+            or (
+                fallback_u8
+                and fallback_ascii
+                and fallback_u8.fingerprint != fallback_ascii.fingerprint
+            )
+            or (fallback_u8 is not None)
+        ):
+            logger.debug("Encoding detection: utf_8 will be used as a fallback match")
+            results.append(fallback_u8)
+        elif fallback_ascii:
+            logger.debug("Encoding detection: ascii will be used as a fallback match")
+            results.append(fallback_ascii)
+
+    if results:
+        logger.debug(
+            "Encoding detection: Found %s as plausible (best-candidate) for content. With %i alternatives.",
+            results.best().encoding,  # type: ignore
+            len(results) - 1,
+        )
+    else:
+        logger.debug("Encoding detection: Unable to determine any suitable charset.")
+
+    if explain:
+        logger.removeHandler(explain_handler)
+        logger.setLevel(previous_logger_level)
+
+    return results
+
+
+def from_fp(
+    fp: BinaryIO,
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but using a file pointer that is already ready.
+    Will not close the file pointer.
+    """
+    return from_bytes(
+        fp.read(),
+        steps,
+        chunk_size,
+        threshold,
+        cp_isolation,
+        cp_exclusion,
+        preemptive_behaviour,
+        explain,
+        language_threshold,
+        enable_fallback,
+    )
+
+
+def from_path(
+    path: Union[str, bytes, PathLike],  # type: ignore[type-arg]
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = True,
+) -> CharsetMatches:
+    """
+    Same thing than the function from_bytes but with one extra step. Opening and reading given file path in binary mode.
+    Can raise IOError.
+    """
+    with open(path, "rb") as fp:
+        return from_fp(
+            fp,
+            steps,
+            chunk_size,
+            threshold,
+            cp_isolation,
+            cp_exclusion,
+            preemptive_behaviour,
+            explain,
+            language_threshold,
+            enable_fallback,
+        )
+
+
+def is_binary(
+    fp_or_path_or_payload: Union[PathLike, str, BinaryIO, bytes],  # type: ignore[type-arg]
+    steps: int = 5,
+    chunk_size: int = 512,
+    threshold: float = 0.20,
+    cp_isolation: Optional[List[str]] = None,
+    cp_exclusion: Optional[List[str]] = None,
+    preemptive_behaviour: bool = True,
+    explain: bool = False,
+    language_threshold: float = 0.1,
+    enable_fallback: bool = False,
+) -> bool:
+    """
+    Detect if the given input (file, bytes, or path) points to a binary file. aka. not a string.
+    Based on the same main heuristic algorithms and default kwargs at the sole exception that fallbacks match
+    are disabled to be stricter around ASCII-compatible but unlikely to be a string.
+    """
+    if isinstance(fp_or_path_or_payload, (str, PathLike)):
+        guesses = from_path(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+    elif isinstance(
+        fp_or_path_or_payload,
+        (
+            bytes,
+            bytearray,
+        ),
+    ):
+        guesses = from_bytes(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+    else:
+        guesses = from_fp(
+            fp_or_path_or_payload,
+            steps=steps,
+            chunk_size=chunk_size,
+            threshold=threshold,
+            cp_isolation=cp_isolation,
+            cp_exclusion=cp_exclusion,
+            preemptive_behaviour=preemptive_behaviour,
+            explain=explain,
+            language_threshold=language_threshold,
+            enable_fallback=enable_fallback,
+        )
+
+    return not guesses
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
new file mode 100644
index 000000000..4ea6760c4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
@@ -0,0 +1,395 @@
+import importlib
+from codecs import IncrementalDecoder
+from collections import Counter
+from functools import lru_cache
+from typing import Counter as TypeCounter, Dict, List, Optional, Tuple
+
+from .constant import (
+    FREQUENCIES,
+    KO_NAMES,
+    LANGUAGE_SUPPORTED_COUNT,
+    TOO_SMALL_SEQUENCE,
+    ZH_NAMES,
+)
+from .md import is_suspiciously_successive_range
+from .models import CoherenceMatches
+from .utils import (
+    is_accentuated,
+    is_latin,
+    is_multi_byte_encoding,
+    is_unicode_range_secondary,
+    unicode_range,
+)
+
+
+def encoding_unicode_range(iana_name: str) -> List[str]:
+    """
+    Return associated unicode ranges in a single byte code page.
+    """
+    if is_multi_byte_encoding(iana_name):
+        raise IOError("Function not supported on multi-byte code page")
+
+    decoder = importlib.import_module(
+        "encodings.{}".format(iana_name)
+    ).IncrementalDecoder
+
+    p: IncrementalDecoder = decoder(errors="ignore")
+    seen_ranges: Dict[str, int] = {}
+    character_count: int = 0
+
+    for i in range(0x40, 0xFF):
+        chunk: str = p.decode(bytes([i]))
+
+        if chunk:
+            character_range: Optional[str] = unicode_range(chunk)
+
+            if character_range is None:
+                continue
+
+            if is_unicode_range_secondary(character_range) is False:
+                if character_range not in seen_ranges:
+                    seen_ranges[character_range] = 0
+                seen_ranges[character_range] += 1
+                character_count += 1
+
+    return sorted(
+        [
+            character_range
+            for character_range in seen_ranges
+            if seen_ranges[character_range] / character_count >= 0.15
+        ]
+    )
+
+
+def unicode_range_languages(primary_range: str) -> List[str]:
+    """
+    Return inferred languages used with a unicode range.
+    """
+    languages: List[str] = []
+
+    for language, characters in FREQUENCIES.items():
+        for character in characters:
+            if unicode_range(character) == primary_range:
+                languages.append(language)
+                break
+
+    return languages
+
+
+@lru_cache()
+def encoding_languages(iana_name: str) -> List[str]:
+    """
+    Single-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    unicode_ranges: List[str] = encoding_unicode_range(iana_name)
+    primary_range: Optional[str] = None
+
+    for specified_range in unicode_ranges:
+        if "Latin" not in specified_range:
+            primary_range = specified_range
+            break
+
+    if primary_range is None:
+        return ["Latin Based"]
+
+    return unicode_range_languages(primary_range)
+
+
+@lru_cache()
+def mb_encoding_languages(iana_name: str) -> List[str]:
+    """
+    Multi-byte encoding language association. Some code page are heavily linked to particular language(s).
+    This function does the correspondence.
+    """
+    if (
+        iana_name.startswith("shift_")
+        or iana_name.startswith("iso2022_jp")
+        or iana_name.startswith("euc_j")
+        or iana_name == "cp932"
+    ):
+        return ["Japanese"]
+    if iana_name.startswith("gb") or iana_name in ZH_NAMES:
+        return ["Chinese"]
+    if iana_name.startswith("iso2022_kr") or iana_name in KO_NAMES:
+        return ["Korean"]
+
+    return []
+
+
+@lru_cache(maxsize=LANGUAGE_SUPPORTED_COUNT)
+def get_target_features(language: str) -> Tuple[bool, bool]:
+    """
+    Determine main aspects from a supported language if it contains accents and if is pure Latin.
+    """
+    target_have_accents: bool = False
+    target_pure_latin: bool = True
+
+    for character in FREQUENCIES[language]:
+        if not target_have_accents and is_accentuated(character):
+            target_have_accents = True
+        if target_pure_latin and is_latin(character) is False:
+            target_pure_latin = False
+
+    return target_have_accents, target_pure_latin
+
+
+def alphabet_languages(
+    characters: List[str], ignore_non_latin: bool = False
+) -> List[str]:
+    """
+    Return associated languages associated to given characters.
+    """
+    languages: List[Tuple[str, float]] = []
+
+    source_have_accents = any(is_accentuated(character) for character in characters)
+
+    for language, language_characters in FREQUENCIES.items():
+        target_have_accents, target_pure_latin = get_target_features(language)
+
+        if ignore_non_latin and target_pure_latin is False:
+            continue
+
+        if target_have_accents is False and source_have_accents:
+            continue
+
+        character_count: int = len(language_characters)
+
+        character_match_count: int = len(
+            [c for c in language_characters if c in characters]
+        )
+
+        ratio: float = character_match_count / character_count
+
+        if ratio >= 0.2:
+            languages.append((language, ratio))
+
+    languages = sorted(languages, key=lambda x: x[1], reverse=True)
+
+    return [compatible_language[0] for compatible_language in languages]
+
+
+def characters_popularity_compare(
+    language: str, ordered_characters: List[str]
+) -> float:
+    """
+    Determine if a ordered characters list (by occurrence from most appearance to rarest) match a particular language.
+    The result is a ratio between 0. (absolutely no correspondence) and 1. (near perfect fit).
+    Beware that is function is not strict on the match in order to ease the detection. (Meaning close match is 1.)
+    """
+    if language not in FREQUENCIES:
+        raise ValueError("{} not available".format(language))
+
+    character_approved_count: int = 0
+    FREQUENCIES_language_set = set(FREQUENCIES[language])
+
+    ordered_characters_count: int = len(ordered_characters)
+    target_language_characters_count: int = len(FREQUENCIES[language])
+
+    large_alphabet: bool = target_language_characters_count > 26
+
+    for character, character_rank in zip(
+        ordered_characters, range(0, ordered_characters_count)
+    ):
+        if character not in FREQUENCIES_language_set:
+            continue
+
+        character_rank_in_language: int = FREQUENCIES[language].index(character)
+        expected_projection_ratio: float = (
+            target_language_characters_count / ordered_characters_count
+        )
+        character_rank_projection: int = int(character_rank * expected_projection_ratio)
+
+        if (
+            large_alphabet is False
+            and abs(character_rank_projection - character_rank_in_language) > 4
+        ):
+            continue
+
+        if (
+            large_alphabet is True
+            and abs(character_rank_projection - character_rank_in_language)
+            < target_language_characters_count / 3
+        ):
+            character_approved_count += 1
+            continue
+
+        characters_before_source: List[str] = FREQUENCIES[language][
+            0:character_rank_in_language
+        ]
+        characters_after_source: List[str] = FREQUENCIES[language][
+            character_rank_in_language:
+        ]
+        characters_before: List[str] = ordered_characters[0:character_rank]
+        characters_after: List[str] = ordered_characters[character_rank:]
+
+        before_match_count: int = len(
+            set(characters_before) & set(characters_before_source)
+        )
+
+        after_match_count: int = len(
+            set(characters_after) & set(characters_after_source)
+        )
+
+        if len(characters_before_source) == 0 and before_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if len(characters_after_source) == 0 and after_match_count <= 4:
+            character_approved_count += 1
+            continue
+
+        if (
+            before_match_count / len(characters_before_source) >= 0.4
+            or after_match_count / len(characters_after_source) >= 0.4
+        ):
+            character_approved_count += 1
+            continue
+
+    return character_approved_count / len(ordered_characters)
+
+
+def alpha_unicode_split(decoded_sequence: str) -> List[str]:
+    """
+    Given a decoded text sequence, return a list of str. Unicode range / alphabet separation.
+    Ex. a text containing English/Latin with a bit a Hebrew will return two items in the resulting list;
+    One containing the latin letters and the other hebrew.
+    """
+    layers: Dict[str, str] = {}
+
+    for character in decoded_sequence:
+        if character.isalpha() is False:
+            continue
+
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        layer_target_range: Optional[str] = None
+
+        for discovered_range in layers:
+            if (
+                is_suspiciously_successive_range(discovered_range, character_range)
+                is False
+            ):
+                layer_target_range = discovered_range
+                break
+
+        if layer_target_range is None:
+            layer_target_range = character_range
+
+        if layer_target_range not in layers:
+            layers[layer_target_range] = character.lower()
+            continue
+
+        layers[layer_target_range] += character.lower()
+
+    return list(layers.values())
+
+
+def merge_coherence_ratios(results: List[CoherenceMatches]) -> CoherenceMatches:
+    """
+    This function merge results previously given by the function coherence_ratio.
+    The return type is the same as coherence_ratio.
+    """
+    per_language_ratios: Dict[str, List[float]] = {}
+    for result in results:
+        for sub_result in result:
+            language, ratio = sub_result
+            if language not in per_language_ratios:
+                per_language_ratios[language] = [ratio]
+                continue
+            per_language_ratios[language].append(ratio)
+
+    merge = [
+        (
+            language,
+            round(
+                sum(per_language_ratios[language]) / len(per_language_ratios[language]),
+                4,
+            ),
+        )
+        for language in per_language_ratios
+    ]
+
+    return sorted(merge, key=lambda x: x[1], reverse=True)
+
+
+def filter_alt_coherence_matches(results: CoherenceMatches) -> CoherenceMatches:
+    """
+    We shall NOT return "English—" in CoherenceMatches because it is an alternative
+    of "English". This function only keeps the best match and remove the em-dash in it.
+    """
+    index_results: Dict[str, List[float]] = dict()
+
+    for result in results:
+        language, ratio = result
+        no_em_name: str = language.replace("—", "")
+
+        if no_em_name not in index_results:
+            index_results[no_em_name] = []
+
+        index_results[no_em_name].append(ratio)
+
+    if any(len(index_results[e]) > 1 for e in index_results):
+        filtered_results: CoherenceMatches = []
+
+        for language in index_results:
+            filtered_results.append((language, max(index_results[language])))
+
+        return filtered_results
+
+    return results
+
+
+@lru_cache(maxsize=2048)
+def coherence_ratio(
+    decoded_sequence: str, threshold: float = 0.1, lg_inclusion: Optional[str] = None
+) -> CoherenceMatches:
+    """
+    Detect ANY language that can be identified in given sequence. The sequence will be analysed by layers.
+    A layer = Character extraction by alphabets/ranges.
+    """
+
+    results: List[Tuple[str, float]] = []
+    ignore_non_latin: bool = False
+
+    sufficient_match_count: int = 0
+
+    lg_inclusion_list = lg_inclusion.split(",") if lg_inclusion is not None else []
+    if "Latin Based" in lg_inclusion_list:
+        ignore_non_latin = True
+        lg_inclusion_list.remove("Latin Based")
+
+    for layer in alpha_unicode_split(decoded_sequence):
+        sequence_frequencies: TypeCounter[str] = Counter(layer)
+        most_common = sequence_frequencies.most_common()
+
+        character_count: int = sum(o for c, o in most_common)
+
+        if character_count <= TOO_SMALL_SEQUENCE:
+            continue
+
+        popular_character_ordered: List[str] = [c for c, o in most_common]
+
+        for language in lg_inclusion_list or alphabet_languages(
+            popular_character_ordered, ignore_non_latin
+        ):
+            ratio: float = characters_popularity_compare(
+                language, popular_character_ordered
+            )
+
+            if ratio < threshold:
+                continue
+            elif ratio >= 0.8:
+                sufficient_match_count += 1
+
+            results.append((language, round(ratio, 4)))
+
+            if sufficient_match_count >= 3:
+                break
+
+    return sorted(
+        filter_alt_coherence_matches(results), key=lambda x: x[1], reverse=True
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
new file mode 100644
index 000000000..d95fedfe5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
@@ -0,0 +1,6 @@
+from .__main__ import cli_detect, query_yes_no
+
+__all__ = (
+    "cli_detect",
+    "query_yes_no",
+)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
new file mode 100644
index 000000000..f4bcbaac0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
@@ -0,0 +1,296 @@
+import argparse
+import sys
+from json import dumps
+from os.path import abspath, basename, dirname, join, realpath
+from platform import python_version
+from typing import List, Optional
+from unicodedata import unidata_version
+
+import charset_normalizer.md as md_module
+from charset_normalizer import from_fp
+from charset_normalizer.models import CliDetectionResult
+from charset_normalizer.version import __version__
+
+
+def query_yes_no(question: str, default: str = "yes") -> bool:
+    """Ask a yes/no question via input() and return their answer.
+
+    "question" is a string that is presented to the user.
+    "default" is the presumed answer if the user just hits <Enter>.
+        It must be "yes" (the default), "no" or None (meaning
+        an answer is required of the user).
+
+    The "answer" return value is True for "yes" or False for "no".
+
+    Credit goes to (c) https://stackoverflow.com/questions/3041986/apt-command-line-interface-like-yes-no-input
+    """
+    valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False}
+    if default is None:
+        prompt = " [y/n] "
+    elif default == "yes":
+        prompt = " [Y/n] "
+    elif default == "no":
+        prompt = " [y/N] "
+    else:
+        raise ValueError("invalid default answer: '%s'" % default)
+
+    while True:
+        sys.stdout.write(question + prompt)
+        choice = input().lower()
+        if default is not None and choice == "":
+            return valid[default]
+        elif choice in valid:
+            return valid[choice]
+        else:
+            sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n")
+
+
+def cli_detect(argv: Optional[List[str]] = None) -> int:
+    """
+    CLI assistant using ARGV and ArgumentParser
+    :param argv:
+    :return: 0 if everything is fine, anything else equal trouble
+    """
+    parser = argparse.ArgumentParser(
+        description="The Real First Universal Charset Detector. "
+        "Discover originating encoding used on text file. "
+        "Normalize text to unicode."
+    )
+
+    parser.add_argument(
+        "files", type=argparse.FileType("rb"), nargs="+", help="File(s) to be analysed"
+    )
+    parser.add_argument(
+        "-v",
+        "--verbose",
+        action="store_true",
+        default=False,
+        dest="verbose",
+        help="Display complementary information about file if any. "
+        "Stdout will contain logs about the detection process.",
+    )
+    parser.add_argument(
+        "-a",
+        "--with-alternative",
+        action="store_true",
+        default=False,
+        dest="alternatives",
+        help="Output complementary possibilities if any. Top-level JSON WILL be a list.",
+    )
+    parser.add_argument(
+        "-n",
+        "--normalize",
+        action="store_true",
+        default=False,
+        dest="normalize",
+        help="Permit to normalize input file. If not set, program does not write anything.",
+    )
+    parser.add_argument(
+        "-m",
+        "--minimal",
+        action="store_true",
+        default=False,
+        dest="minimal",
+        help="Only output the charset detected to STDOUT. Disabling JSON output.",
+    )
+    parser.add_argument(
+        "-r",
+        "--replace",
+        action="store_true",
+        default=False,
+        dest="replace",
+        help="Replace file when trying to normalize it instead of creating a new one.",
+    )
+    parser.add_argument(
+        "-f",
+        "--force",
+        action="store_true",
+        default=False,
+        dest="force",
+        help="Replace file without asking if you are sure, use this flag with caution.",
+    )
+    parser.add_argument(
+        "-t",
+        "--threshold",
+        action="store",
+        default=0.2,
+        type=float,
+        dest="threshold",
+        help="Define a custom maximum amount of chaos allowed in decoded content. 0. <= chaos <= 1.",
+    )
+    parser.add_argument(
+        "--version",
+        action="version",
+        version="Charset-Normalizer {} - Python {} - Unicode {} - SpeedUp {}".format(
+            __version__,
+            python_version(),
+            unidata_version,
+            "OFF" if md_module.__file__.lower().endswith(".py") else "ON",
+        ),
+        help="Show version information and exit.",
+    )
+
+    args = parser.parse_args(argv)
+
+    if args.replace is True and args.normalize is False:
+        print("Use --replace in addition of --normalize only.", file=sys.stderr)
+        return 1
+
+    if args.force is True and args.replace is False:
+        print("Use --force in addition of --replace only.", file=sys.stderr)
+        return 1
+
+    if args.threshold < 0.0 or args.threshold > 1.0:
+        print("--threshold VALUE should be between 0. AND 1.", file=sys.stderr)
+        return 1
+
+    x_ = []
+
+    for my_file in args.files:
+        matches = from_fp(my_file, threshold=args.threshold, explain=args.verbose)
+
+        best_guess = matches.best()
+
+        if best_guess is None:
+            print(
+                'Unable to identify originating encoding for "{}". {}'.format(
+                    my_file.name,
+                    "Maybe try increasing maximum amount of chaos."
+                    if args.threshold < 1.0
+                    else "",
+                ),
+                file=sys.stderr,
+            )
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    None,
+                    [],
+                    [],
+                    "Unknown",
+                    [],
+                    False,
+                    1.0,
+                    0.0,
+                    None,
+                    True,
+                )
+            )
+        else:
+            x_.append(
+                CliDetectionResult(
+                    abspath(my_file.name),
+                    best_guess.encoding,
+                    best_guess.encoding_aliases,
+                    [
+                        cp
+                        for cp in best_guess.could_be_from_charset
+                        if cp != best_guess.encoding
+                    ],
+                    best_guess.language,
+                    best_guess.alphabets,
+                    best_guess.bom,
+                    best_guess.percent_chaos,
+                    best_guess.percent_coherence,
+                    None,
+                    True,
+                )
+            )
+
+            if len(matches) > 1 and args.alternatives:
+                for el in matches:
+                    if el != best_guess:
+                        x_.append(
+                            CliDetectionResult(
+                                abspath(my_file.name),
+                                el.encoding,
+                                el.encoding_aliases,
+                                [
+                                    cp
+                                    for cp in el.could_be_from_charset
+                                    if cp != el.encoding
+                                ],
+                                el.language,
+                                el.alphabets,
+                                el.bom,
+                                el.percent_chaos,
+                                el.percent_coherence,
+                                None,
+                                False,
+                            )
+                        )
+
+            if args.normalize is True:
+                if best_guess.encoding.startswith("utf") is True:
+                    print(
+                        '"{}" file does not need to be normalized, as it already came from unicode.'.format(
+                            my_file.name
+                        ),
+                        file=sys.stderr,
+                    )
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                dir_path = dirname(realpath(my_file.name))
+                file_name = basename(realpath(my_file.name))
+
+                o_: List[str] = file_name.split(".")
+
+                if args.replace is False:
+                    o_.insert(-1, best_guess.encoding)
+                    if my_file.closed is False:
+                        my_file.close()
+                elif (
+                    args.force is False
+                    and query_yes_no(
+                        'Are you sure to normalize "{}" by replacing it ?'.format(
+                            my_file.name
+                        ),
+                        "no",
+                    )
+                    is False
+                ):
+                    if my_file.closed is False:
+                        my_file.close()
+                    continue
+
+                try:
+                    x_[0].unicode_path = join(dir_path, ".".join(o_))
+
+                    with open(x_[0].unicode_path, "w", encoding="utf-8") as fp:
+                        fp.write(str(best_guess))
+                except IOError as e:
+                    print(str(e), file=sys.stderr)
+                    if my_file.closed is False:
+                        my_file.close()
+                    return 2
+
+        if my_file.closed is False:
+            my_file.close()
+
+    if args.minimal is False:
+        print(
+            dumps(
+                [el.__dict__ for el in x_] if len(x_) > 1 else x_[0].__dict__,
+                ensure_ascii=True,
+                indent=4,
+            )
+        )
+    else:
+        for my_file in args.files:
+            print(
+                ", ".join(
+                    [
+                        el.encoding or "undefined"
+                        for el in x_
+                        if el.path == abspath(my_file.name)
+                    ]
+                )
+            )
+
+    return 0
+
+
+if __name__ == "__main__":
+    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
new file mode 100644
index 000000000..863490461
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
@@ -0,0 +1,1995 @@
+# -*- coding: utf-8 -*-
+from codecs import BOM_UTF8, BOM_UTF16_BE, BOM_UTF16_LE, BOM_UTF32_BE, BOM_UTF32_LE
+from encodings.aliases import aliases
+from re import IGNORECASE, compile as re_compile
+from typing import Dict, List, Set, Union
+
+# Contain for each eligible encoding a list of/item bytes SIG/BOM
+ENCODING_MARKS: Dict[str, Union[bytes, List[bytes]]] = {
+    "utf_8": BOM_UTF8,
+    "utf_7": [
+        b"\x2b\x2f\x76\x38",
+        b"\x2b\x2f\x76\x39",
+        b"\x2b\x2f\x76\x2b",
+        b"\x2b\x2f\x76\x2f",
+        b"\x2b\x2f\x76\x38\x2d",
+    ],
+    "gb18030": b"\x84\x31\x95\x33",
+    "utf_32": [BOM_UTF32_BE, BOM_UTF32_LE],
+    "utf_16": [BOM_UTF16_BE, BOM_UTF16_LE],
+}
+
+TOO_SMALL_SEQUENCE: int = 32
+TOO_BIG_SEQUENCE: int = int(10e6)
+
+UTF8_MAXIMAL_ALLOCATION: int = 1_112_064
+
+# Up-to-date Unicode ucd/15.0.0
+UNICODE_RANGES_COMBINED: Dict[str, range] = {
+    "Control character": range(32),
+    "Basic Latin": range(32, 128),
+    "Latin-1 Supplement": range(128, 256),
+    "Latin Extended-A": range(256, 384),
+    "Latin Extended-B": range(384, 592),
+    "IPA Extensions": range(592, 688),
+    "Spacing Modifier Letters": range(688, 768),
+    "Combining Diacritical Marks": range(768, 880),
+    "Greek and Coptic": range(880, 1024),
+    "Cyrillic": range(1024, 1280),
+    "Cyrillic Supplement": range(1280, 1328),
+    "Armenian": range(1328, 1424),
+    "Hebrew": range(1424, 1536),
+    "Arabic": range(1536, 1792),
+    "Syriac": range(1792, 1872),
+    "Arabic Supplement": range(1872, 1920),
+    "Thaana": range(1920, 1984),
+    "NKo": range(1984, 2048),
+    "Samaritan": range(2048, 2112),
+    "Mandaic": range(2112, 2144),
+    "Syriac Supplement": range(2144, 2160),
+    "Arabic Extended-B": range(2160, 2208),
+    "Arabic Extended-A": range(2208, 2304),
+    "Devanagari": range(2304, 2432),
+    "Bengali": range(2432, 2560),
+    "Gurmukhi": range(2560, 2688),
+    "Gujarati": range(2688, 2816),
+    "Oriya": range(2816, 2944),
+    "Tamil": range(2944, 3072),
+    "Telugu": range(3072, 3200),
+    "Kannada": range(3200, 3328),
+    "Malayalam": range(3328, 3456),
+    "Sinhala": range(3456, 3584),
+    "Thai": range(3584, 3712),
+    "Lao": range(3712, 3840),
+    "Tibetan": range(3840, 4096),
+    "Myanmar": range(4096, 4256),
+    "Georgian": range(4256, 4352),
+    "Hangul Jamo": range(4352, 4608),
+    "Ethiopic": range(4608, 4992),
+    "Ethiopic Supplement": range(4992, 5024),
+    "Cherokee": range(5024, 5120),
+    "Unified Canadian Aboriginal Syllabics": range(5120, 5760),
+    "Ogham": range(5760, 5792),
+    "Runic": range(5792, 5888),
+    "Tagalog": range(5888, 5920),
+    "Hanunoo": range(5920, 5952),
+    "Buhid": range(5952, 5984),
+    "Tagbanwa": range(5984, 6016),
+    "Khmer": range(6016, 6144),
+    "Mongolian": range(6144, 6320),
+    "Unified Canadian Aboriginal Syllabics Extended": range(6320, 6400),
+    "Limbu": range(6400, 6480),
+    "Tai Le": range(6480, 6528),
+    "New Tai Lue": range(6528, 6624),
+    "Khmer Symbols": range(6624, 6656),
+    "Buginese": range(6656, 6688),
+    "Tai Tham": range(6688, 6832),
+    "Combining Diacritical Marks Extended": range(6832, 6912),
+    "Balinese": range(6912, 7040),
+    "Sundanese": range(7040, 7104),
+    "Batak": range(7104, 7168),
+    "Lepcha": range(7168, 7248),
+    "Ol Chiki": range(7248, 7296),
+    "Cyrillic Extended-C": range(7296, 7312),
+    "Georgian Extended": range(7312, 7360),
+    "Sundanese Supplement": range(7360, 7376),
+    "Vedic Extensions": range(7376, 7424),
+    "Phonetic Extensions": range(7424, 7552),
+    "Phonetic Extensions Supplement": range(7552, 7616),
+    "Combining Diacritical Marks Supplement": range(7616, 7680),
+    "Latin Extended Additional": range(7680, 7936),
+    "Greek Extended": range(7936, 8192),
+    "General Punctuation": range(8192, 8304),
+    "Superscripts and Subscripts": range(8304, 8352),
+    "Currency Symbols": range(8352, 8400),
+    "Combining Diacritical Marks for Symbols": range(8400, 8448),
+    "Letterlike Symbols": range(8448, 8528),
+    "Number Forms": range(8528, 8592),
+    "Arrows": range(8592, 8704),
+    "Mathematical Operators": range(8704, 8960),
+    "Miscellaneous Technical": range(8960, 9216),
+    "Control Pictures": range(9216, 9280),
+    "Optical Character Recognition": range(9280, 9312),
+    "Enclosed Alphanumerics": range(9312, 9472),
+    "Box Drawing": range(9472, 9600),
+    "Block Elements": range(9600, 9632),
+    "Geometric Shapes": range(9632, 9728),
+    "Miscellaneous Symbols": range(9728, 9984),
+    "Dingbats": range(9984, 10176),
+    "Miscellaneous Mathematical Symbols-A": range(10176, 10224),
+    "Supplemental Arrows-A": range(10224, 10240),
+    "Braille Patterns": range(10240, 10496),
+    "Supplemental Arrows-B": range(10496, 10624),
+    "Miscellaneous Mathematical Symbols-B": range(10624, 10752),
+    "Supplemental Mathematical Operators": range(10752, 11008),
+    "Miscellaneous Symbols and Arrows": range(11008, 11264),
+    "Glagolitic": range(11264, 11360),
+    "Latin Extended-C": range(11360, 11392),
+    "Coptic": range(11392, 11520),
+    "Georgian Supplement": range(11520, 11568),
+    "Tifinagh": range(11568, 11648),
+    "Ethiopic Extended": range(11648, 11744),
+    "Cyrillic Extended-A": range(11744, 11776),
+    "Supplemental Punctuation": range(11776, 11904),
+    "CJK Radicals Supplement": range(11904, 12032),
+    "Kangxi Radicals": range(12032, 12256),
+    "Ideographic Description Characters": range(12272, 12288),
+    "CJK Symbols and Punctuation": range(12288, 12352),
+    "Hiragana": range(12352, 12448),
+    "Katakana": range(12448, 12544),
+    "Bopomofo": range(12544, 12592),
+    "Hangul Compatibility Jamo": range(12592, 12688),
+    "Kanbun": range(12688, 12704),
+    "Bopomofo Extended": range(12704, 12736),
+    "CJK Strokes": range(12736, 12784),
+    "Katakana Phonetic Extensions": range(12784, 12800),
+    "Enclosed CJK Letters and Months": range(12800, 13056),
+    "CJK Compatibility": range(13056, 13312),
+    "CJK Unified Ideographs Extension A": range(13312, 19904),
+    "Yijing Hexagram Symbols": range(19904, 19968),
+    "CJK Unified Ideographs": range(19968, 40960),
+    "Yi Syllables": range(40960, 42128),
+    "Yi Radicals": range(42128, 42192),
+    "Lisu": range(42192, 42240),
+    "Vai": range(42240, 42560),
+    "Cyrillic Extended-B": range(42560, 42656),
+    "Bamum": range(42656, 42752),
+    "Modifier Tone Letters": range(42752, 42784),
+    "Latin Extended-D": range(42784, 43008),
+    "Syloti Nagri": range(43008, 43056),
+    "Common Indic Number Forms": range(43056, 43072),
+    "Phags-pa": range(43072, 43136),
+    "Saurashtra": range(43136, 43232),
+    "Devanagari Extended": range(43232, 43264),
+    "Kayah Li": range(43264, 43312),
+    "Rejang": range(43312, 43360),
+    "Hangul Jamo Extended-A": range(43360, 43392),
+    "Javanese": range(43392, 43488),
+    "Myanmar Extended-B": range(43488, 43520),
+    "Cham": range(43520, 43616),
+    "Myanmar Extended-A": range(43616, 43648),
+    "Tai Viet": range(43648, 43744),
+    "Meetei Mayek Extensions": range(43744, 43776),
+    "Ethiopic Extended-A": range(43776, 43824),
+    "Latin Extended-E": range(43824, 43888),
+    "Cherokee Supplement": range(43888, 43968),
+    "Meetei Mayek": range(43968, 44032),
+    "Hangul Syllables": range(44032, 55216),
+    "Hangul Jamo Extended-B": range(55216, 55296),
+    "High Surrogates": range(55296, 56192),
+    "High Private Use Surrogates": range(56192, 56320),
+    "Low Surrogates": range(56320, 57344),
+    "Private Use Area": range(57344, 63744),
+    "CJK Compatibility Ideographs": range(63744, 64256),
+    "Alphabetic Presentation Forms": range(64256, 64336),
+    "Arabic Presentation Forms-A": range(64336, 65024),
+    "Variation Selectors": range(65024, 65040),
+    "Vertical Forms": range(65040, 65056),
+    "Combining Half Marks": range(65056, 65072),
+    "CJK Compatibility Forms": range(65072, 65104),
+    "Small Form Variants": range(65104, 65136),
+    "Arabic Presentation Forms-B": range(65136, 65280),
+    "Halfwidth and Fullwidth Forms": range(65280, 65520),
+    "Specials": range(65520, 65536),
+    "Linear B Syllabary": range(65536, 65664),
+    "Linear B Ideograms": range(65664, 65792),
+    "Aegean Numbers": range(65792, 65856),
+    "Ancient Greek Numbers": range(65856, 65936),
+    "Ancient Symbols": range(65936, 66000),
+    "Phaistos Disc": range(66000, 66048),
+    "Lycian": range(66176, 66208),
+    "Carian": range(66208, 66272),
+    "Coptic Epact Numbers": range(66272, 66304),
+    "Old Italic": range(66304, 66352),
+    "Gothic": range(66352, 66384),
+    "Old Permic": range(66384, 66432),
+    "Ugaritic": range(66432, 66464),
+    "Old Persian": range(66464, 66528),
+    "Deseret": range(66560, 66640),
+    "Shavian": range(66640, 66688),
+    "Osmanya": range(66688, 66736),
+    "Osage": range(66736, 66816),
+    "Elbasan": range(66816, 66864),
+    "Caucasian Albanian": range(66864, 66928),
+    "Vithkuqi": range(66928, 67008),
+    "Linear A": range(67072, 67456),
+    "Latin Extended-F": range(67456, 67520),
+    "Cypriot Syllabary": range(67584, 67648),
+    "Imperial Aramaic": range(67648, 67680),
+    "Palmyrene": range(67680, 67712),
+    "Nabataean": range(67712, 67760),
+    "Hatran": range(67808, 67840),
+    "Phoenician": range(67840, 67872),
+    "Lydian": range(67872, 67904),
+    "Meroitic Hieroglyphs": range(67968, 68000),
+    "Meroitic Cursive": range(68000, 68096),
+    "Kharoshthi": range(68096, 68192),
+    "Old South Arabian": range(68192, 68224),
+    "Old North Arabian": range(68224, 68256),
+    "Manichaean": range(68288, 68352),
+    "Avestan": range(68352, 68416),
+    "Inscriptional Parthian": range(68416, 68448),
+    "Inscriptional Pahlavi": range(68448, 68480),
+    "Psalter Pahlavi": range(68480, 68528),
+    "Old Turkic": range(68608, 68688),
+    "Old Hungarian": range(68736, 68864),
+    "Hanifi Rohingya": range(68864, 68928),
+    "Rumi Numeral Symbols": range(69216, 69248),
+    "Yezidi": range(69248, 69312),
+    "Arabic Extended-C": range(69312, 69376),
+    "Old Sogdian": range(69376, 69424),
+    "Sogdian": range(69424, 69488),
+    "Old Uyghur": range(69488, 69552),
+    "Chorasmian": range(69552, 69600),
+    "Elymaic": range(69600, 69632),
+    "Brahmi": range(69632, 69760),
+    "Kaithi": range(69760, 69840),
+    "Sora Sompeng": range(69840, 69888),
+    "Chakma": range(69888, 69968),
+    "Mahajani": range(69968, 70016),
+    "Sharada": range(70016, 70112),
+    "Sinhala Archaic Numbers": range(70112, 70144),
+    "Khojki": range(70144, 70224),
+    "Multani": range(70272, 70320),
+    "Khudawadi": range(70320, 70400),
+    "Grantha": range(70400, 70528),
+    "Newa": range(70656, 70784),
+    "Tirhuta": range(70784, 70880),
+    "Siddham": range(71040, 71168),
+    "Modi": range(71168, 71264),
+    "Mongolian Supplement": range(71264, 71296),
+    "Takri": range(71296, 71376),
+    "Ahom": range(71424, 71504),
+    "Dogra": range(71680, 71760),
+    "Warang Citi": range(71840, 71936),
+    "Dives Akuru": range(71936, 72032),
+    "Nandinagari": range(72096, 72192),
+    "Zanabazar Square": range(72192, 72272),
+    "Soyombo": range(72272, 72368),
+    "Unified Canadian Aboriginal Syllabics Extended-A": range(72368, 72384),
+    "Pau Cin Hau": range(72384, 72448),
+    "Devanagari Extended-A": range(72448, 72544),
+    "Bhaiksuki": range(72704, 72816),
+    "Marchen": range(72816, 72896),
+    "Masaram Gondi": range(72960, 73056),
+    "Gunjala Gondi": range(73056, 73136),
+    "Makasar": range(73440, 73472),
+    "Kawi": range(73472, 73568),
+    "Lisu Supplement": range(73648, 73664),
+    "Tamil Supplement": range(73664, 73728),
+    "Cuneiform": range(73728, 74752),
+    "Cuneiform Numbers and Punctuation": range(74752, 74880),
+    "Early Dynastic Cuneiform": range(74880, 75088),
+    "Cypro-Minoan": range(77712, 77824),
+    "Egyptian Hieroglyphs": range(77824, 78896),
+    "Egyptian Hieroglyph Format Controls": range(78896, 78944),
+    "Anatolian Hieroglyphs": range(82944, 83584),
+    "Bamum Supplement": range(92160, 92736),
+    "Mro": range(92736, 92784),
+    "Tangsa": range(92784, 92880),
+    "Bassa Vah": range(92880, 92928),
+    "Pahawh Hmong": range(92928, 93072),
+    "Medefaidrin": range(93760, 93856),
+    "Miao": range(93952, 94112),
+    "Ideographic Symbols and Punctuation": range(94176, 94208),
+    "Tangut": range(94208, 100352),
+    "Tangut Components": range(100352, 101120),
+    "Khitan Small Script": range(101120, 101632),
+    "Tangut Supplement": range(101632, 101760),
+    "Kana Extended-B": range(110576, 110592),
+    "Kana Supplement": range(110592, 110848),
+    "Kana Extended-A": range(110848, 110896),
+    "Small Kana Extension": range(110896, 110960),
+    "Nushu": range(110960, 111360),
+    "Duployan": range(113664, 113824),
+    "Shorthand Format Controls": range(113824, 113840),
+    "Znamenny Musical Notation": range(118528, 118736),
+    "Byzantine Musical Symbols": range(118784, 119040),
+    "Musical Symbols": range(119040, 119296),
+    "Ancient Greek Musical Notation": range(119296, 119376),
+    "Kaktovik Numerals": range(119488, 119520),
+    "Mayan Numerals": range(119520, 119552),
+    "Tai Xuan Jing Symbols": range(119552, 119648),
+    "Counting Rod Numerals": range(119648, 119680),
+    "Mathematical Alphanumeric Symbols": range(119808, 120832),
+    "Sutton SignWriting": range(120832, 121520),
+    "Latin Extended-G": range(122624, 122880),
+    "Glagolitic Supplement": range(122880, 122928),
+    "Cyrillic Extended-D": range(122928, 123024),
+    "Nyiakeng Puachue Hmong": range(123136, 123216),
+    "Toto": range(123536, 123584),
+    "Wancho": range(123584, 123648),
+    "Nag Mundari": range(124112, 124160),
+    "Ethiopic Extended-B": range(124896, 124928),
+    "Mende Kikakui": range(124928, 125152),
+    "Adlam": range(125184, 125280),
+    "Indic Siyaq Numbers": range(126064, 126144),
+    "Ottoman Siyaq Numbers": range(126208, 126288),
+    "Arabic Mathematical Alphabetic Symbols": range(126464, 126720),
+    "Mahjong Tiles": range(126976, 127024),
+    "Domino Tiles": range(127024, 127136),
+    "Playing Cards": range(127136, 127232),
+    "Enclosed Alphanumeric Supplement": range(127232, 127488),
+    "Enclosed Ideographic Supplement": range(127488, 127744),
+    "Miscellaneous Symbols and Pictographs": range(127744, 128512),
+    "Emoticons range(Emoji)": range(128512, 128592),
+    "Ornamental Dingbats": range(128592, 128640),
+    "Transport and Map Symbols": range(128640, 128768),
+    "Alchemical Symbols": range(128768, 128896),
+    "Geometric Shapes Extended": range(128896, 129024),
+    "Supplemental Arrows-C": range(129024, 129280),
+    "Supplemental Symbols and Pictographs": range(129280, 129536),
+    "Chess Symbols": range(129536, 129648),
+    "Symbols and Pictographs Extended-A": range(129648, 129792),
+    "Symbols for Legacy Computing": range(129792, 130048),
+    "CJK Unified Ideographs Extension B": range(131072, 173792),
+    "CJK Unified Ideographs Extension C": range(173824, 177984),
+    "CJK Unified Ideographs Extension D": range(177984, 178208),
+    "CJK Unified Ideographs Extension E": range(178208, 183984),
+    "CJK Unified Ideographs Extension F": range(183984, 191472),
+    "CJK Compatibility Ideographs Supplement": range(194560, 195104),
+    "CJK Unified Ideographs Extension G": range(196608, 201552),
+    "CJK Unified Ideographs Extension H": range(201552, 205744),
+    "Tags": range(917504, 917632),
+    "Variation Selectors Supplement": range(917760, 918000),
+    "Supplementary Private Use Area-A": range(983040, 1048576),
+    "Supplementary Private Use Area-B": range(1048576, 1114112),
+}
+
+
+UNICODE_SECONDARY_RANGE_KEYWORD: List[str] = [
+    "Supplement",
+    "Extended",
+    "Extensions",
+    "Modifier",
+    "Marks",
+    "Punctuation",
+    "Symbols",
+    "Forms",
+    "Operators",
+    "Miscellaneous",
+    "Drawing",
+    "Block",
+    "Shapes",
+    "Supplemental",
+    "Tags",
+]
+
+RE_POSSIBLE_ENCODING_INDICATION = re_compile(
+    r"(?:(?:encoding)|(?:charset)|(?:coding))(?:[\:= ]{1,10})(?:[\"\']?)([a-zA-Z0-9\-_]+)(?:[\"\']?)",
+    IGNORECASE,
+)
+
+IANA_NO_ALIASES = [
+    "cp720",
+    "cp737",
+    "cp856",
+    "cp874",
+    "cp875",
+    "cp1006",
+    "koi8_r",
+    "koi8_t",
+    "koi8_u",
+]
+
+IANA_SUPPORTED: List[str] = sorted(
+    filter(
+        lambda x: x.endswith("_codec") is False
+        and x not in {"rot_13", "tactis", "mbcs"},
+        list(set(aliases.values())) + IANA_NO_ALIASES,
+    )
+)
+
+IANA_SUPPORTED_COUNT: int = len(IANA_SUPPORTED)
+
+# pre-computed code page that are similar using the function cp_similarity.
+IANA_SUPPORTED_SIMILAR: Dict[str, List[str]] = {
+    "cp037": ["cp1026", "cp1140", "cp273", "cp500"],
+    "cp1026": ["cp037", "cp1140", "cp273", "cp500"],
+    "cp1125": ["cp866"],
+    "cp1140": ["cp037", "cp1026", "cp273", "cp500"],
+    "cp1250": ["iso8859_2"],
+    "cp1251": ["kz1048", "ptcp154"],
+    "cp1252": ["iso8859_15", "iso8859_9", "latin_1"],
+    "cp1253": ["iso8859_7"],
+    "cp1254": ["iso8859_15", "iso8859_9", "latin_1"],
+    "cp1257": ["iso8859_13"],
+    "cp273": ["cp037", "cp1026", "cp1140", "cp500"],
+    "cp437": ["cp850", "cp858", "cp860", "cp861", "cp862", "cp863", "cp865"],
+    "cp500": ["cp037", "cp1026", "cp1140", "cp273"],
+    "cp850": ["cp437", "cp857", "cp858", "cp865"],
+    "cp857": ["cp850", "cp858", "cp865"],
+    "cp858": ["cp437", "cp850", "cp857", "cp865"],
+    "cp860": ["cp437", "cp861", "cp862", "cp863", "cp865"],
+    "cp861": ["cp437", "cp860", "cp862", "cp863", "cp865"],
+    "cp862": ["cp437", "cp860", "cp861", "cp863", "cp865"],
+    "cp863": ["cp437", "cp860", "cp861", "cp862", "cp865"],
+    "cp865": ["cp437", "cp850", "cp857", "cp858", "cp860", "cp861", "cp862", "cp863"],
+    "cp866": ["cp1125"],
+    "iso8859_10": ["iso8859_14", "iso8859_15", "iso8859_4", "iso8859_9", "latin_1"],
+    "iso8859_11": ["tis_620"],
+    "iso8859_13": ["cp1257"],
+    "iso8859_14": [
+        "iso8859_10",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_15": [
+        "cp1252",
+        "cp1254",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_16": [
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_2",
+        "iso8859_3",
+        "iso8859_9",
+        "latin_1",
+    ],
+    "iso8859_2": ["cp1250", "iso8859_16", "iso8859_4"],
+    "iso8859_3": ["iso8859_14", "iso8859_15", "iso8859_16", "iso8859_9", "latin_1"],
+    "iso8859_4": ["iso8859_10", "iso8859_2", "iso8859_9", "latin_1"],
+    "iso8859_7": ["cp1253"],
+    "iso8859_9": [
+        "cp1252",
+        "cp1254",
+        "cp1258",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_4",
+        "latin_1",
+    ],
+    "kz1048": ["cp1251", "ptcp154"],
+    "latin_1": [
+        "cp1252",
+        "cp1254",
+        "cp1258",
+        "iso8859_10",
+        "iso8859_14",
+        "iso8859_15",
+        "iso8859_16",
+        "iso8859_3",
+        "iso8859_4",
+        "iso8859_9",
+    ],
+    "mac_iceland": ["mac_roman", "mac_turkish"],
+    "mac_roman": ["mac_iceland", "mac_turkish"],
+    "mac_turkish": ["mac_iceland", "mac_roman"],
+    "ptcp154": ["cp1251", "kz1048"],
+    "tis_620": ["iso8859_11"],
+}
+
+
+CHARDET_CORRESPONDENCE: Dict[str, str] = {
+    "iso2022_kr": "ISO-2022-KR",
+    "iso2022_jp": "ISO-2022-JP",
+    "euc_kr": "EUC-KR",
+    "tis_620": "TIS-620",
+    "utf_32": "UTF-32",
+    "euc_jp": "EUC-JP",
+    "koi8_r": "KOI8-R",
+    "iso8859_1": "ISO-8859-1",
+    "iso8859_2": "ISO-8859-2",
+    "iso8859_5": "ISO-8859-5",
+    "iso8859_6": "ISO-8859-6",
+    "iso8859_7": "ISO-8859-7",
+    "iso8859_8": "ISO-8859-8",
+    "utf_16": "UTF-16",
+    "cp855": "IBM855",
+    "mac_cyrillic": "MacCyrillic",
+    "gb2312": "GB2312",
+    "gb18030": "GB18030",
+    "cp932": "CP932",
+    "cp866": "IBM866",
+    "utf_8": "utf-8",
+    "utf_8_sig": "UTF-8-SIG",
+    "shift_jis": "SHIFT_JIS",
+    "big5": "Big5",
+    "cp1250": "windows-1250",
+    "cp1251": "windows-1251",
+    "cp1252": "Windows-1252",
+    "cp1253": "windows-1253",
+    "cp1255": "windows-1255",
+    "cp1256": "windows-1256",
+    "cp1254": "Windows-1254",
+    "cp949": "CP949",
+}
+
+
+COMMON_SAFE_ASCII_CHARACTERS: Set[str] = {
+    "<",
+    ">",
+    "=",
+    ":",
+    "/",
+    "&",
+    ";",
+    "{",
+    "}",
+    "[",
+    "]",
+    ",",
+    "|",
+    '"',
+    "-",
+}
+
+
+KO_NAMES: Set[str] = {"johab", "cp949", "euc_kr"}
+ZH_NAMES: Set[str] = {"big5", "cp950", "big5hkscs", "hz"}
+
+# Logging LEVEL below DEBUG
+TRACE: int = 5
+
+
+# Language label that contain the em dash "—"
+# character are to be considered alternative seq to origin
+FREQUENCIES: Dict[str, List[str]] = {
+    "English": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "u",
+        "m",
+        "f",
+        "p",
+        "g",
+        "w",
+        "y",
+        "b",
+        "v",
+        "k",
+        "x",
+        "j",
+        "z",
+        "q",
+    ],
+    "English—": [
+        "e",
+        "a",
+        "t",
+        "i",
+        "o",
+        "n",
+        "s",
+        "r",
+        "h",
+        "l",
+        "d",
+        "c",
+        "m",
+        "u",
+        "f",
+        "p",
+        "g",
+        "w",
+        "b",
+        "y",
+        "v",
+        "k",
+        "j",
+        "x",
+        "z",
+        "q",
+    ],
+    "German": [
+        "e",
+        "n",
+        "i",
+        "r",
+        "s",
+        "t",
+        "a",
+        "d",
+        "h",
+        "u",
+        "l",
+        "g",
+        "o",
+        "c",
+        "m",
+        "b",
+        "f",
+        "k",
+        "w",
+        "z",
+        "p",
+        "v",
+        "ü",
+        "ä",
+        "ö",
+        "j",
+    ],
+    "French": [
+        "e",
+        "a",
+        "s",
+        "n",
+        "i",
+        "t",
+        "r",
+        "l",
+        "u",
+        "o",
+        "d",
+        "c",
+        "p",
+        "m",
+        "é",
+        "v",
+        "g",
+        "f",
+        "b",
+        "h",
+        "q",
+        "à",
+        "x",
+        "è",
+        "y",
+        "j",
+    ],
+    "Dutch": [
+        "e",
+        "n",
+        "a",
+        "i",
+        "r",
+        "t",
+        "o",
+        "d",
+        "s",
+        "l",
+        "g",
+        "h",
+        "v",
+        "m",
+        "u",
+        "k",
+        "c",
+        "p",
+        "b",
+        "w",
+        "j",
+        "z",
+        "f",
+        "y",
+        "x",
+        "ë",
+    ],
+    "Italian": [
+        "e",
+        "i",
+        "a",
+        "o",
+        "n",
+        "l",
+        "t",
+        "r",
+        "s",
+        "c",
+        "d",
+        "u",
+        "p",
+        "m",
+        "g",
+        "v",
+        "f",
+        "b",
+        "z",
+        "h",
+        "q",
+        "è",
+        "à",
+        "k",
+        "y",
+        "ò",
+    ],
+    "Polish": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "z",
+        "w",
+        "s",
+        "c",
+        "t",
+        "k",
+        "y",
+        "d",
+        "p",
+        "m",
+        "u",
+        "l",
+        "j",
+        "ł",
+        "g",
+        "b",
+        "h",
+        "ą",
+        "ę",
+        "ó",
+    ],
+    "Spanish": [
+        "e",
+        "a",
+        "o",
+        "n",
+        "s",
+        "r",
+        "i",
+        "l",
+        "d",
+        "t",
+        "c",
+        "u",
+        "m",
+        "p",
+        "b",
+        "g",
+        "v",
+        "f",
+        "y",
+        "ó",
+        "h",
+        "q",
+        "í",
+        "j",
+        "z",
+        "á",
+    ],
+    "Russian": [
+        "о",
+        "а",
+        "е",
+        "и",
+        "н",
+        "с",
+        "т",
+        "р",
+        "в",
+        "л",
+        "к",
+        "м",
+        "д",
+        "п",
+        "у",
+        "г",
+        "я",
+        "ы",
+        "з",
+        "б",
+        "й",
+        "ь",
+        "ч",
+        "х",
+        "ж",
+        "ц",
+    ],
+    # Jap-Kanji
+    "Japanese": [
+        "人",
+        "一",
+        "大",
+        "亅",
+        "丁",
+        "丨",
+        "竹",
+        "笑",
+        "口",
+        "日",
+        "今",
+        "二",
+        "彳",
+        "行",
+        "十",
+        "土",
+        "丶",
+        "寸",
+        "寺",
+        "時",
+        "乙",
+        "丿",
+        "乂",
+        "气",
+        "気",
+        "冂",
+        "巾",
+        "亠",
+        "市",
+        "目",
+        "儿",
+        "見",
+        "八",
+        "小",
+        "凵",
+        "県",
+        "月",
+        "彐",
+        "門",
+        "間",
+        "木",
+        "東",
+        "山",
+        "出",
+        "本",
+        "中",
+        "刀",
+        "分",
+        "耳",
+        "又",
+        "取",
+        "最",
+        "言",
+        "田",
+        "心",
+        "思",
+        "刂",
+        "前",
+        "京",
+        "尹",
+        "事",
+        "生",
+        "厶",
+        "云",
+        "会",
+        "未",
+        "来",
+        "白",
+        "冫",
+        "楽",
+        "灬",
+        "馬",
+        "尸",
+        "尺",
+        "駅",
+        "明",
+        "耂",
+        "者",
+        "了",
+        "阝",
+        "都",
+        "高",
+        "卜",
+        "占",
+        "厂",
+        "广",
+        "店",
+        "子",
+        "申",
+        "奄",
+        "亻",
+        "俺",
+        "上",
+        "方",
+        "冖",
+        "学",
+        "衣",
+        "艮",
+        "食",
+        "自",
+    ],
+    # Jap-Katakana
+    "Japanese—": [
+        "ー",
+        "ン",
+        "ス",
+        "・",
+        "ル",
+        "ト",
+        "リ",
+        "イ",
+        "ア",
+        "ラ",
+        "ッ",
+        "ク",
+        "ド",
+        "シ",
+        "レ",
+        "ジ",
+        "タ",
+        "フ",
+        "ロ",
+        "カ",
+        "テ",
+        "マ",
+        "ィ",
+        "グ",
+        "バ",
+        "ム",
+        "プ",
+        "オ",
+        "コ",
+        "デ",
+        "ニ",
+        "ウ",
+        "メ",
+        "サ",
+        "ビ",
+        "ナ",
+        "ブ",
+        "ャ",
+        "エ",
+        "ュ",
+        "チ",
+        "キ",
+        "ズ",
+        "ダ",
+        "パ",
+        "ミ",
+        "ェ",
+        "ョ",
+        "ハ",
+        "セ",
+        "ベ",
+        "ガ",
+        "モ",
+        "ツ",
+        "ネ",
+        "ボ",
+        "ソ",
+        "ノ",
+        "ァ",
+        "ヴ",
+        "ワ",
+        "ポ",
+        "ペ",
+        "ピ",
+        "ケ",
+        "ゴ",
+        "ギ",
+        "ザ",
+        "ホ",
+        "ゲ",
+        "ォ",
+        "ヤ",
+        "ヒ",
+        "ユ",
+        "ヨ",
+        "ヘ",
+        "ゼ",
+        "ヌ",
+        "ゥ",
+        "ゾ",
+        "ヶ",
+        "ヂ",
+        "ヲ",
+        "ヅ",
+        "ヵ",
+        "ヱ",
+        "ヰ",
+        "ヮ",
+        "ヽ",
+        "゠",
+        "ヾ",
+        "ヷ",
+        "ヿ",
+        "ヸ",
+        "ヹ",
+        "ヺ",
+    ],
+    # Jap-Hiragana
+    "Japanese——": [
+        "の",
+        "に",
+        "る",
+        "た",
+        "と",
+        "は",
+        "し",
+        "い",
+        "を",
+        "で",
+        "て",
+        "が",
+        "な",
+        "れ",
+        "か",
+        "ら",
+        "さ",
+        "っ",
+        "り",
+        "す",
+        "あ",
+        "も",
+        "こ",
+        "ま",
+        "う",
+        "く",
+        "よ",
+        "き",
+        "ん",
+        "め",
+        "お",
+        "け",
+        "そ",
+        "つ",
+        "だ",
+        "や",
+        "え",
+        "ど",
+        "わ",
+        "ち",
+        "み",
+        "せ",
+        "じ",
+        "ば",
+        "へ",
+        "び",
+        "ず",
+        "ろ",
+        "ほ",
+        "げ",
+        "む",
+        "べ",
+        "ひ",
+        "ょ",
+        "ゆ",
+        "ぶ",
+        "ご",
+        "ゃ",
+        "ね",
+        "ふ",
+        "ぐ",
+        "ぎ",
+        "ぼ",
+        "ゅ",
+        "づ",
+        "ざ",
+        "ぞ",
+        "ぬ",
+        "ぜ",
+        "ぱ",
+        "ぽ",
+        "ぷ",
+        "ぴ",
+        "ぃ",
+        "ぁ",
+        "ぇ",
+        "ぺ",
+        "ゞ",
+        "ぢ",
+        "ぉ",
+        "ぅ",
+        "ゐ",
+        "ゝ",
+        "ゑ",
+        "゛",
+        "゜",
+        "ゎ",
+        "ゔ",
+        "゚",
+        "ゟ",
+        "゙",
+        "ゕ",
+        "ゖ",
+    ],
+    "Portuguese": [
+        "a",
+        "e",
+        "o",
+        "s",
+        "i",
+        "r",
+        "d",
+        "n",
+        "t",
+        "m",
+        "u",
+        "c",
+        "l",
+        "p",
+        "g",
+        "v",
+        "b",
+        "f",
+        "h",
+        "ã",
+        "q",
+        "é",
+        "ç",
+        "á",
+        "z",
+        "í",
+    ],
+    "Swedish": [
+        "e",
+        "a",
+        "n",
+        "r",
+        "t",
+        "s",
+        "i",
+        "l",
+        "d",
+        "o",
+        "m",
+        "k",
+        "g",
+        "v",
+        "h",
+        "f",
+        "u",
+        "p",
+        "ä",
+        "c",
+        "b",
+        "ö",
+        "å",
+        "y",
+        "j",
+        "x",
+    ],
+    "Chinese": [
+        "的",
+        "一",
+        "是",
+        "不",
+        "了",
+        "在",
+        "人",
+        "有",
+        "我",
+        "他",
+        "这",
+        "个",
+        "们",
+        "中",
+        "来",
+        "上",
+        "大",
+        "为",
+        "和",
+        "国",
+        "地",
+        "到",
+        "以",
+        "说",
+        "时",
+        "要",
+        "就",
+        "出",
+        "会",
+        "可",
+        "也",
+        "你",
+        "对",
+        "生",
+        "能",
+        "而",
+        "子",
+        "那",
+        "得",
+        "于",
+        "着",
+        "下",
+        "自",
+        "之",
+        "年",
+        "过",
+        "发",
+        "后",
+        "作",
+        "里",
+        "用",
+        "道",
+        "行",
+        "所",
+        "然",
+        "家",
+        "种",
+        "事",
+        "成",
+        "方",
+        "多",
+        "经",
+        "么",
+        "去",
+        "法",
+        "学",
+        "如",
+        "都",
+        "同",
+        "现",
+        "当",
+        "没",
+        "动",
+        "面",
+        "起",
+        "看",
+        "定",
+        "天",
+        "分",
+        "还",
+        "进",
+        "好",
+        "小",
+        "部",
+        "其",
+        "些",
+        "主",
+        "样",
+        "理",
+        "心",
+        "她",
+        "本",
+        "前",
+        "开",
+        "但",
+        "因",
+        "只",
+        "从",
+        "想",
+        "实",
+    ],
+    "Ukrainian": [
+        "о",
+        "а",
+        "н",
+        "і",
+        "и",
+        "р",
+        "в",
+        "т",
+        "е",
+        "с",
+        "к",
+        "л",
+        "у",
+        "д",
+        "м",
+        "п",
+        "з",
+        "я",
+        "ь",
+        "б",
+        "г",
+        "й",
+        "ч",
+        "х",
+        "ц",
+        "ї",
+    ],
+    "Norwegian": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "s",
+        "i",
+        "o",
+        "l",
+        "d",
+        "g",
+        "k",
+        "m",
+        "v",
+        "f",
+        "p",
+        "u",
+        "b",
+        "h",
+        "å",
+        "y",
+        "j",
+        "ø",
+        "c",
+        "æ",
+        "w",
+    ],
+    "Finnish": [
+        "a",
+        "i",
+        "n",
+        "t",
+        "e",
+        "s",
+        "l",
+        "o",
+        "u",
+        "k",
+        "ä",
+        "m",
+        "r",
+        "v",
+        "j",
+        "h",
+        "p",
+        "y",
+        "d",
+        "ö",
+        "g",
+        "c",
+        "b",
+        "f",
+        "w",
+        "z",
+    ],
+    "Vietnamese": [
+        "n",
+        "h",
+        "t",
+        "i",
+        "c",
+        "g",
+        "a",
+        "o",
+        "u",
+        "m",
+        "l",
+        "r",
+        "à",
+        "đ",
+        "s",
+        "e",
+        "v",
+        "p",
+        "b",
+        "y",
+        "ư",
+        "d",
+        "á",
+        "k",
+        "ộ",
+        "ế",
+    ],
+    "Czech": [
+        "o",
+        "e",
+        "a",
+        "n",
+        "t",
+        "s",
+        "i",
+        "l",
+        "v",
+        "r",
+        "k",
+        "d",
+        "u",
+        "m",
+        "p",
+        "í",
+        "c",
+        "h",
+        "z",
+        "á",
+        "y",
+        "j",
+        "b",
+        "ě",
+        "é",
+        "ř",
+    ],
+    "Hungarian": [
+        "e",
+        "a",
+        "t",
+        "l",
+        "s",
+        "n",
+        "k",
+        "r",
+        "i",
+        "o",
+        "z",
+        "á",
+        "é",
+        "g",
+        "m",
+        "b",
+        "y",
+        "v",
+        "d",
+        "h",
+        "u",
+        "p",
+        "j",
+        "ö",
+        "f",
+        "c",
+    ],
+    "Korean": [
+        "이",
+        "다",
+        "에",
+        "의",
+        "는",
+        "로",
+        "하",
+        "을",
+        "가",
+        "고",
+        "지",
+        "서",
+        "한",
+        "은",
+        "기",
+        "으",
+        "년",
+        "대",
+        "사",
+        "시",
+        "를",
+        "리",
+        "도",
+        "인",
+        "스",
+        "일",
+    ],
+    "Indonesian": [
+        "a",
+        "n",
+        "e",
+        "i",
+        "r",
+        "t",
+        "u",
+        "s",
+        "d",
+        "k",
+        "m",
+        "l",
+        "g",
+        "p",
+        "b",
+        "o",
+        "h",
+        "y",
+        "j",
+        "c",
+        "w",
+        "f",
+        "v",
+        "z",
+        "x",
+        "q",
+    ],
+    "Turkish": [
+        "a",
+        "e",
+        "i",
+        "n",
+        "r",
+        "l",
+        "ı",
+        "k",
+        "d",
+        "t",
+        "s",
+        "m",
+        "y",
+        "u",
+        "o",
+        "b",
+        "ü",
+        "ş",
+        "v",
+        "g",
+        "z",
+        "h",
+        "c",
+        "p",
+        "ç",
+        "ğ",
+    ],
+    "Romanian": [
+        "e",
+        "i",
+        "a",
+        "r",
+        "n",
+        "t",
+        "u",
+        "l",
+        "o",
+        "c",
+        "s",
+        "d",
+        "p",
+        "m",
+        "ă",
+        "f",
+        "v",
+        "î",
+        "g",
+        "b",
+        "ș",
+        "ț",
+        "z",
+        "h",
+        "â",
+        "j",
+    ],
+    "Farsi": [
+        "ا",
+        "ی",
+        "ر",
+        "د",
+        "ن",
+        "ه",
+        "و",
+        "م",
+        "ت",
+        "ب",
+        "س",
+        "ل",
+        "ک",
+        "ش",
+        "ز",
+        "ف",
+        "گ",
+        "ع",
+        "خ",
+        "ق",
+        "ج",
+        "آ",
+        "پ",
+        "ح",
+        "ط",
+        "ص",
+    ],
+    "Arabic": [
+        "ا",
+        "ل",
+        "ي",
+        "م",
+        "و",
+        "ن",
+        "ر",
+        "ت",
+        "ب",
+        "ة",
+        "ع",
+        "د",
+        "س",
+        "ف",
+        "ه",
+        "ك",
+        "ق",
+        "أ",
+        "ح",
+        "ج",
+        "ش",
+        "ط",
+        "ص",
+        "ى",
+        "خ",
+        "إ",
+    ],
+    "Danish": [
+        "e",
+        "r",
+        "n",
+        "t",
+        "a",
+        "i",
+        "s",
+        "d",
+        "l",
+        "o",
+        "g",
+        "m",
+        "k",
+        "f",
+        "v",
+        "u",
+        "b",
+        "h",
+        "p",
+        "å",
+        "y",
+        "ø",
+        "æ",
+        "c",
+        "j",
+        "w",
+    ],
+    "Serbian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "р",
+        "с",
+        "у",
+        "т",
+        "к",
+        "ј",
+        "в",
+        "д",
+        "м",
+        "п",
+        "л",
+        "г",
+        "з",
+        "б",
+        "a",
+        "i",
+        "e",
+        "o",
+        "n",
+        "ц",
+        "ш",
+    ],
+    "Lithuanian": [
+        "i",
+        "a",
+        "s",
+        "o",
+        "r",
+        "e",
+        "t",
+        "n",
+        "u",
+        "k",
+        "m",
+        "l",
+        "p",
+        "v",
+        "d",
+        "j",
+        "g",
+        "ė",
+        "b",
+        "y",
+        "ų",
+        "š",
+        "ž",
+        "c",
+        "ą",
+        "į",
+    ],
+    "Slovene": [
+        "e",
+        "a",
+        "i",
+        "o",
+        "n",
+        "r",
+        "s",
+        "l",
+        "t",
+        "j",
+        "v",
+        "k",
+        "d",
+        "p",
+        "m",
+        "u",
+        "z",
+        "b",
+        "g",
+        "h",
+        "č",
+        "c",
+        "š",
+        "ž",
+        "f",
+        "y",
+    ],
+    "Slovak": [
+        "o",
+        "a",
+        "e",
+        "n",
+        "i",
+        "r",
+        "v",
+        "t",
+        "s",
+        "l",
+        "k",
+        "d",
+        "m",
+        "p",
+        "u",
+        "c",
+        "h",
+        "j",
+        "b",
+        "z",
+        "á",
+        "y",
+        "ý",
+        "í",
+        "č",
+        "é",
+    ],
+    "Hebrew": [
+        "י",
+        "ו",
+        "ה",
+        "ל",
+        "ר",
+        "ב",
+        "ת",
+        "מ",
+        "א",
+        "ש",
+        "נ",
+        "ע",
+        "ם",
+        "ד",
+        "ק",
+        "ח",
+        "פ",
+        "ס",
+        "כ",
+        "ג",
+        "ט",
+        "צ",
+        "ן",
+        "ז",
+        "ך",
+    ],
+    "Bulgarian": [
+        "а",
+        "и",
+        "о",
+        "е",
+        "н",
+        "т",
+        "р",
+        "с",
+        "в",
+        "л",
+        "к",
+        "д",
+        "п",
+        "м",
+        "з",
+        "г",
+        "я",
+        "ъ",
+        "у",
+        "б",
+        "ч",
+        "ц",
+        "й",
+        "ж",
+        "щ",
+        "х",
+    ],
+    "Croatian": [
+        "a",
+        "i",
+        "o",
+        "e",
+        "n",
+        "r",
+        "j",
+        "s",
+        "t",
+        "u",
+        "k",
+        "l",
+        "v",
+        "d",
+        "m",
+        "p",
+        "g",
+        "z",
+        "b",
+        "c",
+        "č",
+        "h",
+        "š",
+        "ž",
+        "ć",
+        "f",
+    ],
+    "Hindi": [
+        "क",
+        "र",
+        "स",
+        "न",
+        "त",
+        "म",
+        "ह",
+        "प",
+        "य",
+        "ल",
+        "व",
+        "ज",
+        "द",
+        "ग",
+        "ब",
+        "श",
+        "ट",
+        "अ",
+        "ए",
+        "थ",
+        "भ",
+        "ड",
+        "च",
+        "ध",
+        "ष",
+        "इ",
+    ],
+    "Estonian": [
+        "a",
+        "i",
+        "e",
+        "s",
+        "t",
+        "l",
+        "u",
+        "n",
+        "o",
+        "k",
+        "r",
+        "d",
+        "m",
+        "v",
+        "g",
+        "p",
+        "j",
+        "h",
+        "ä",
+        "b",
+        "õ",
+        "ü",
+        "f",
+        "c",
+        "ö",
+        "y",
+    ],
+    "Thai": [
+        "า",
+        "น",
+        "ร",
+        "อ",
+        "ก",
+        "เ",
+        "ง",
+        "ม",
+        "ย",
+        "ล",
+        "ว",
+        "ด",
+        "ท",
+        "ส",
+        "ต",
+        "ะ",
+        "ป",
+        "บ",
+        "ค",
+        "ห",
+        "แ",
+        "จ",
+        "พ",
+        "ช",
+        "ข",
+        "ใ",
+    ],
+    "Greek": [
+        "α",
+        "τ",
+        "ο",
+        "ι",
+        "ε",
+        "ν",
+        "ρ",
+        "σ",
+        "κ",
+        "η",
+        "π",
+        "ς",
+        "υ",
+        "μ",
+        "λ",
+        "ί",
+        "ό",
+        "ά",
+        "γ",
+        "έ",
+        "δ",
+        "ή",
+        "ω",
+        "χ",
+        "θ",
+        "ύ",
+    ],
+    "Tamil": [
+        "க",
+        "த",
+        "ப",
+        "ட",
+        "ர",
+        "ம",
+        "ல",
+        "ன",
+        "வ",
+        "ற",
+        "ய",
+        "ள",
+        "ச",
+        "ந",
+        "இ",
+        "ண",
+        "அ",
+        "ஆ",
+        "ழ",
+        "ங",
+        "எ",
+        "உ",
+        "ஒ",
+        "ஸ",
+    ],
+    "Kazakh": [
+        "а",
+        "ы",
+        "е",
+        "н",
+        "т",
+        "р",
+        "л",
+        "і",
+        "д",
+        "с",
+        "м",
+        "қ",
+        "к",
+        "о",
+        "б",
+        "и",
+        "у",
+        "ғ",
+        "ж",
+        "ң",
+        "з",
+        "ш",
+        "й",
+        "п",
+        "г",
+        "ө",
+    ],
+}
+
+LANGUAGE_SUPPORTED_COUNT: int = len(FREQUENCIES)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
new file mode 100644
index 000000000..43aad21a9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
@@ -0,0 +1,54 @@
+from typing import Any, Dict, Optional, Union
+from warnings import warn
+
+from .api import from_bytes
+from .constant import CHARDET_CORRESPONDENCE
+
+
+def detect(
+    byte_str: bytes, should_rename_legacy: bool = False, **kwargs: Any
+) -> Dict[str, Optional[Union[str, float]]]:
+    """
+    chardet legacy method
+    Detect the encoding of the given byte string. It should be mostly backward-compatible.
+    Encoding name will match Chardet own writing whenever possible. (Not on encoding name unsupported by it)
+    This function is deprecated and should be used to migrate your project easily, consult the documentation for
+    further information. Not planned for removal.
+
+    :param byte_str:     The byte sequence to examine.
+    :param should_rename_legacy:  Should we rename legacy encodings
+                                  to their more modern equivalents?
+    """
+    if len(kwargs):
+        warn(
+            f"charset-normalizer disregard arguments '{','.join(list(kwargs.keys()))}' in legacy function detect()"
+        )
+
+    if not isinstance(byte_str, (bytearray, bytes)):
+        raise TypeError(  # pragma: nocover
+            "Expected object of type bytes or bytearray, got: "
+            "{0}".format(type(byte_str))
+        )
+
+    if isinstance(byte_str, bytearray):
+        byte_str = bytes(byte_str)
+
+    r = from_bytes(byte_str).best()
+
+    encoding = r.encoding if r is not None else None
+    language = r.language if r is not None and r.language != "Unknown" else ""
+    confidence = 1.0 - r.chaos if r is not None else None
+
+    # Note: CharsetNormalizer does not return 'UTF-8-SIG' as the sig get stripped in the detection/normalization process
+    # but chardet does return 'utf-8-sig' and it is a valid codec name.
+    if r is not None and encoding == "utf_8" and r.bom:
+        encoding += "_sig"
+
+    if should_rename_legacy is False and encoding in CHARDET_CORRESPONDENCE:
+        encoding = CHARDET_CORRESPONDENCE[encoding]
+
+    return {
+        "encoding": encoding,
+        "language": language,
+        "confidence": confidence,
+    }
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
new file mode 100644
index 000000000..77897aae4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
@@ -0,0 +1,615 @@
+from functools import lru_cache
+from logging import getLogger
+from typing import List, Optional
+
+from .constant import (
+    COMMON_SAFE_ASCII_CHARACTERS,
+    TRACE,
+    UNICODE_SECONDARY_RANGE_KEYWORD,
+)
+from .utils import (
+    is_accentuated,
+    is_arabic,
+    is_arabic_isolated_form,
+    is_case_variable,
+    is_cjk,
+    is_emoticon,
+    is_hangul,
+    is_hiragana,
+    is_katakana,
+    is_latin,
+    is_punctuation,
+    is_separator,
+    is_symbol,
+    is_thai,
+    is_unprintable,
+    remove_accent,
+    unicode_range,
+)
+
+
+class MessDetectorPlugin:
+    """
+    Base abstract class used for mess detection plugins.
+    All detectors MUST extend and implement given methods.
+    """
+
+    def eligible(self, character: str) -> bool:
+        """
+        Determine if given character should be fed in.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+    def feed(self, character: str) -> None:
+        """
+        The main routine to be executed upon character.
+        Insert the logic in witch the text would be considered chaotic.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+    def reset(self) -> None:  # pragma: no cover
+        """
+        Permit to reset the plugin to the initial state.
+        """
+        raise NotImplementedError
+
+    @property
+    def ratio(self) -> float:
+        """
+        Compute the chaos ratio based on what your feed() has seen.
+        Must NOT be lower than 0.; No restriction gt 0.
+        """
+        raise NotImplementedError  # pragma: nocover
+
+
+class TooManySymbolOrPunctuationPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._punctuation_count: int = 0
+        self._symbol_count: int = 0
+        self._character_count: int = 0
+
+        self._last_printable_char: Optional[str] = None
+        self._frenzy_symbol_in_word: bool = False
+
+    def eligible(self, character: str) -> bool:
+        return character.isprintable()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if (
+            character != self._last_printable_char
+            and character not in COMMON_SAFE_ASCII_CHARACTERS
+        ):
+            if is_punctuation(character):
+                self._punctuation_count += 1
+            elif (
+                character.isdigit() is False
+                and is_symbol(character)
+                and is_emoticon(character) is False
+            ):
+                self._symbol_count += 2
+
+        self._last_printable_char = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._punctuation_count = 0
+        self._character_count = 0
+        self._symbol_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        ratio_of_punctuation: float = (
+            self._punctuation_count + self._symbol_count
+        ) / self._character_count
+
+        return ratio_of_punctuation if ratio_of_punctuation >= 0.3 else 0.0
+
+
+class TooManyAccentuatedPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._character_count: int = 0
+        self._accentuated_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return character.isalpha()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if is_accentuated(character):
+            self._accentuated_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._accentuated_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count < 8:
+            return 0.0
+
+        ratio_of_accentuation: float = self._accentuated_count / self._character_count
+        return ratio_of_accentuation if ratio_of_accentuation >= 0.35 else 0.0
+
+
+class UnprintablePlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._unprintable_count: int = 0
+        self._character_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if is_unprintable(character):
+            self._unprintable_count += 1
+        self._character_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._unprintable_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return (self._unprintable_count * 8) / self._character_count
+
+
+class SuspiciousDuplicateAccentPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._successive_count: int = 0
+        self._character_count: int = 0
+
+        self._last_latin_character: Optional[str] = None
+
+    def eligible(self, character: str) -> bool:
+        return character.isalpha() and is_latin(character)
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+        if (
+            self._last_latin_character is not None
+            and is_accentuated(character)
+            and is_accentuated(self._last_latin_character)
+        ):
+            if character.isupper() and self._last_latin_character.isupper():
+                self._successive_count += 1
+            # Worse if its the same char duplicated with different accent.
+            if remove_accent(character) == remove_accent(self._last_latin_character):
+                self._successive_count += 1
+        self._last_latin_character = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._successive_count = 0
+        self._character_count = 0
+        self._last_latin_character = None
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return (self._successive_count * 2) / self._character_count
+
+
+class SuspiciousRange(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._suspicious_successive_range_count: int = 0
+        self._character_count: int = 0
+        self._last_printable_seen: Optional[str] = None
+
+    def eligible(self, character: str) -> bool:
+        return character.isprintable()
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if (
+            character.isspace()
+            or is_punctuation(character)
+            or character in COMMON_SAFE_ASCII_CHARACTERS
+        ):
+            self._last_printable_seen = None
+            return
+
+        if self._last_printable_seen is None:
+            self._last_printable_seen = character
+            return
+
+        unicode_range_a: Optional[str] = unicode_range(self._last_printable_seen)
+        unicode_range_b: Optional[str] = unicode_range(character)
+
+        if is_suspiciously_successive_range(unicode_range_a, unicode_range_b):
+            self._suspicious_successive_range_count += 1
+
+        self._last_printable_seen = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._suspicious_successive_range_count = 0
+        self._last_printable_seen = None
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count <= 24:
+            return 0.0
+
+        ratio_of_suspicious_range_usage: float = (
+            self._suspicious_successive_range_count * 2
+        ) / self._character_count
+
+        return ratio_of_suspicious_range_usage
+
+
+class SuperWeirdWordPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._word_count: int = 0
+        self._bad_word_count: int = 0
+        self._foreign_long_count: int = 0
+
+        self._is_current_word_bad: bool = False
+        self._foreign_long_watch: bool = False
+
+        self._character_count: int = 0
+        self._bad_character_count: int = 0
+
+        self._buffer: str = ""
+        self._buffer_accent_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if character.isalpha():
+            self._buffer += character
+            if is_accentuated(character):
+                self._buffer_accent_count += 1
+            if (
+                self._foreign_long_watch is False
+                and (is_latin(character) is False or is_accentuated(character))
+                and is_cjk(character) is False
+                and is_hangul(character) is False
+                and is_katakana(character) is False
+                and is_hiragana(character) is False
+                and is_thai(character) is False
+            ):
+                self._foreign_long_watch = True
+            return
+        if not self._buffer:
+            return
+        if (
+            character.isspace() or is_punctuation(character) or is_separator(character)
+        ) and self._buffer:
+            self._word_count += 1
+            buffer_length: int = len(self._buffer)
+
+            self._character_count += buffer_length
+
+            if buffer_length >= 4:
+                if self._buffer_accent_count / buffer_length > 0.34:
+                    self._is_current_word_bad = True
+                # Word/Buffer ending with an upper case accentuated letter are so rare,
+                # that we will consider them all as suspicious. Same weight as foreign_long suspicious.
+                if (
+                    is_accentuated(self._buffer[-1])
+                    and self._buffer[-1].isupper()
+                    and all(_.isupper() for _ in self._buffer) is False
+                ):
+                    self._foreign_long_count += 1
+                    self._is_current_word_bad = True
+            if buffer_length >= 24 and self._foreign_long_watch:
+                camel_case_dst = [
+                    i
+                    for c, i in zip(self._buffer, range(0, buffer_length))
+                    if c.isupper()
+                ]
+                probable_camel_cased: bool = False
+
+                if camel_case_dst and (len(camel_case_dst) / buffer_length <= 0.3):
+                    probable_camel_cased = True
+
+                if not probable_camel_cased:
+                    self._foreign_long_count += 1
+                    self._is_current_word_bad = True
+
+            if self._is_current_word_bad:
+                self._bad_word_count += 1
+                self._bad_character_count += len(self._buffer)
+                self._is_current_word_bad = False
+
+            self._foreign_long_watch = False
+            self._buffer = ""
+            self._buffer_accent_count = 0
+        elif (
+            character not in {"<", ">", "-", "=", "~", "|", "_"}
+            and character.isdigit() is False
+            and is_symbol(character)
+        ):
+            self._is_current_word_bad = True
+            self._buffer += character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._buffer = ""
+        self._is_current_word_bad = False
+        self._foreign_long_watch = False
+        self._bad_word_count = 0
+        self._word_count = 0
+        self._character_count = 0
+        self._bad_character_count = 0
+        self._foreign_long_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._word_count <= 10 and self._foreign_long_count == 0:
+            return 0.0
+
+        return self._bad_character_count / self._character_count
+
+
+class CjkInvalidStopPlugin(MessDetectorPlugin):
+    """
+    GB(Chinese) based encoding often render the stop incorrectly when the content does not fit and
+    can be easily detected. Searching for the overuse of '丅' and '丄'.
+    """
+
+    def __init__(self) -> None:
+        self._wrong_stop_count: int = 0
+        self._cjk_character_count: int = 0
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        if character in {"丅", "丄"}:
+            self._wrong_stop_count += 1
+            return
+        if is_cjk(character):
+            self._cjk_character_count += 1
+
+    def reset(self) -> None:  # pragma: no cover
+        self._wrong_stop_count = 0
+        self._cjk_character_count = 0
+
+    @property
+    def ratio(self) -> float:
+        if self._cjk_character_count < 16:
+            return 0.0
+        return self._wrong_stop_count / self._cjk_character_count
+
+
+class ArchaicUpperLowerPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._buf: bool = False
+
+        self._character_count_since_last_sep: int = 0
+
+        self._successive_upper_lower_count: int = 0
+        self._successive_upper_lower_count_final: int = 0
+
+        self._character_count: int = 0
+
+        self._last_alpha_seen: Optional[str] = None
+        self._current_ascii_only: bool = True
+
+    def eligible(self, character: str) -> bool:
+        return True
+
+    def feed(self, character: str) -> None:
+        is_concerned = character.isalpha() and is_case_variable(character)
+        chunk_sep = is_concerned is False
+
+        if chunk_sep and self._character_count_since_last_sep > 0:
+            if (
+                self._character_count_since_last_sep <= 64
+                and character.isdigit() is False
+                and self._current_ascii_only is False
+            ):
+                self._successive_upper_lower_count_final += (
+                    self._successive_upper_lower_count
+                )
+
+            self._successive_upper_lower_count = 0
+            self._character_count_since_last_sep = 0
+            self._last_alpha_seen = None
+            self._buf = False
+            self._character_count += 1
+            self._current_ascii_only = True
+
+            return
+
+        if self._current_ascii_only is True and character.isascii() is False:
+            self._current_ascii_only = False
+
+        if self._last_alpha_seen is not None:
+            if (character.isupper() and self._last_alpha_seen.islower()) or (
+                character.islower() and self._last_alpha_seen.isupper()
+            ):
+                if self._buf is True:
+                    self._successive_upper_lower_count += 2
+                    self._buf = False
+                else:
+                    self._buf = True
+            else:
+                self._buf = False
+
+        self._character_count += 1
+        self._character_count_since_last_sep += 1
+        self._last_alpha_seen = character
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._character_count_since_last_sep = 0
+        self._successive_upper_lower_count = 0
+        self._successive_upper_lower_count_final = 0
+        self._last_alpha_seen = None
+        self._buf = False
+        self._current_ascii_only = True
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count == 0:
+            return 0.0
+
+        return self._successive_upper_lower_count_final / self._character_count
+
+
+class ArabicIsolatedFormPlugin(MessDetectorPlugin):
+    def __init__(self) -> None:
+        self._character_count: int = 0
+        self._isolated_form_count: int = 0
+
+    def reset(self) -> None:  # pragma: no cover
+        self._character_count = 0
+        self._isolated_form_count = 0
+
+    def eligible(self, character: str) -> bool:
+        return is_arabic(character)
+
+    def feed(self, character: str) -> None:
+        self._character_count += 1
+
+        if is_arabic_isolated_form(character):
+            self._isolated_form_count += 1
+
+    @property
+    def ratio(self) -> float:
+        if self._character_count < 8:
+            return 0.0
+
+        isolated_form_usage: float = self._isolated_form_count / self._character_count
+
+        return isolated_form_usage
+
+
+@lru_cache(maxsize=1024)
+def is_suspiciously_successive_range(
+    unicode_range_a: Optional[str], unicode_range_b: Optional[str]
+) -> bool:
+    """
+    Determine if two Unicode range seen next to each other can be considered as suspicious.
+    """
+    if unicode_range_a is None or unicode_range_b is None:
+        return True
+
+    if unicode_range_a == unicode_range_b:
+        return False
+
+    if "Latin" in unicode_range_a and "Latin" in unicode_range_b:
+        return False
+
+    if "Emoticons" in unicode_range_a or "Emoticons" in unicode_range_b:
+        return False
+
+    # Latin characters can be accompanied with a combining diacritical mark
+    # eg. Vietnamese.
+    if ("Latin" in unicode_range_a or "Latin" in unicode_range_b) and (
+        "Combining" in unicode_range_a or "Combining" in unicode_range_b
+    ):
+        return False
+
+    keywords_range_a, keywords_range_b = unicode_range_a.split(
+        " "
+    ), unicode_range_b.split(" ")
+
+    for el in keywords_range_a:
+        if el in UNICODE_SECONDARY_RANGE_KEYWORD:
+            continue
+        if el in keywords_range_b:
+            return False
+
+    # Japanese Exception
+    range_a_jp_chars, range_b_jp_chars = (
+        unicode_range_a
+        in (
+            "Hiragana",
+            "Katakana",
+        ),
+        unicode_range_b in ("Hiragana", "Katakana"),
+    )
+    if (range_a_jp_chars or range_b_jp_chars) and (
+        "CJK" in unicode_range_a or "CJK" in unicode_range_b
+    ):
+        return False
+    if range_a_jp_chars and range_b_jp_chars:
+        return False
+
+    if "Hangul" in unicode_range_a or "Hangul" in unicode_range_b:
+        if "CJK" in unicode_range_a or "CJK" in unicode_range_b:
+            return False
+        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
+            return False
+
+    # Chinese/Japanese use dedicated range for punctuation and/or separators.
+    if ("CJK" in unicode_range_a or "CJK" in unicode_range_b) or (
+        unicode_range_a in ["Katakana", "Hiragana"]
+        and unicode_range_b in ["Katakana", "Hiragana"]
+    ):
+        if "Punctuation" in unicode_range_a or "Punctuation" in unicode_range_b:
+            return False
+        if "Forms" in unicode_range_a or "Forms" in unicode_range_b:
+            return False
+        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
+            return False
+
+    return True
+
+
+@lru_cache(maxsize=2048)
+def mess_ratio(
+    decoded_sequence: str, maximum_threshold: float = 0.2, debug: bool = False
+) -> float:
+    """
+    Compute a mess ratio given a decoded bytes sequence. The maximum threshold does stop the computation earlier.
+    """
+
+    detectors: List[MessDetectorPlugin] = [
+        md_class() for md_class in MessDetectorPlugin.__subclasses__()
+    ]
+
+    length: int = len(decoded_sequence) + 1
+
+    mean_mess_ratio: float = 0.0
+
+    if length < 512:
+        intermediary_mean_mess_ratio_calc: int = 32
+    elif length <= 1024:
+        intermediary_mean_mess_ratio_calc = 64
+    else:
+        intermediary_mean_mess_ratio_calc = 128
+
+    for character, index in zip(decoded_sequence + "\n", range(length)):
+        for detector in detectors:
+            if detector.eligible(character):
+                detector.feed(character)
+
+        if (
+            index > 0 and index % intermediary_mean_mess_ratio_calc == 0
+        ) or index == length - 1:
+            mean_mess_ratio = sum(dt.ratio for dt in detectors)
+
+            if mean_mess_ratio >= maximum_threshold:
+                break
+
+    if debug:
+        logger = getLogger("charset_normalizer")
+
+        logger.log(
+            TRACE,
+            "Mess-detector extended-analysis start. "
+            f"intermediary_mean_mess_ratio_calc={intermediary_mean_mess_ratio_calc} mean_mess_ratio={mean_mess_ratio} "
+            f"maximum_threshold={maximum_threshold}",
+        )
+
+        if len(decoded_sequence) > 16:
+            logger.log(TRACE, f"Starting with: {decoded_sequence[:16]}")
+            logger.log(TRACE, f"Ending with: {decoded_sequence[-16::]}")
+
+        for dt in detectors:  # pragma: nocover
+            logger.log(TRACE, f"{dt.__class__}: {dt.ratio}")
+
+    return round(mean_mess_ratio, 3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so
new file mode 100755
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
new file mode 100644
index 000000000..a760b9c55
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
@@ -0,0 +1,340 @@
+from encodings.aliases import aliases
+from hashlib import sha256
+from json import dumps
+from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
+
+from .constant import TOO_BIG_SEQUENCE
+from .utils import iana_name, is_multi_byte_encoding, unicode_range
+
+
+class CharsetMatch:
+    def __init__(
+        self,
+        payload: bytes,
+        guessed_encoding: str,
+        mean_mess_ratio: float,
+        has_sig_or_bom: bool,
+        languages: "CoherenceMatches",
+        decoded_payload: Optional[str] = None,
+    ):
+        self._payload: bytes = payload
+
+        self._encoding: str = guessed_encoding
+        self._mean_mess_ratio: float = mean_mess_ratio
+        self._languages: CoherenceMatches = languages
+        self._has_sig_or_bom: bool = has_sig_or_bom
+        self._unicode_ranges: Optional[List[str]] = None
+
+        self._leaves: List[CharsetMatch] = []
+        self._mean_coherence_ratio: float = 0.0
+
+        self._output_payload: Optional[bytes] = None
+        self._output_encoding: Optional[str] = None
+
+        self._string: Optional[str] = decoded_payload
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, CharsetMatch):
+            raise TypeError(
+                "__eq__ cannot be invoked on {} and {}.".format(
+                    str(other.__class__), str(self.__class__)
+                )
+            )
+        return self.encoding == other.encoding and self.fingerprint == other.fingerprint
+
+    def __lt__(self, other: object) -> bool:
+        """
+        Implemented to make sorted available upon CharsetMatches items.
+        """
+        if not isinstance(other, CharsetMatch):
+            raise ValueError
+
+        chaos_difference: float = abs(self.chaos - other.chaos)
+        coherence_difference: float = abs(self.coherence - other.coherence)
+
+        # Below 1% difference --> Use Coherence
+        if chaos_difference < 0.01 and coherence_difference > 0.02:
+            return self.coherence > other.coherence
+        elif chaos_difference < 0.01 and coherence_difference <= 0.02:
+            # When having a difficult decision, use the result that decoded as many multi-byte as possible.
+            # preserve RAM usage!
+            if len(self._payload) >= TOO_BIG_SEQUENCE:
+                return self.chaos < other.chaos
+            return self.multi_byte_usage > other.multi_byte_usage
+
+        return self.chaos < other.chaos
+
+    @property
+    def multi_byte_usage(self) -> float:
+        return 1.0 - (len(str(self)) / len(self.raw))
+
+    def __str__(self) -> str:
+        # Lazy Str Loading
+        if self._string is None:
+            self._string = str(self._payload, self._encoding, "strict")
+        return self._string
+
+    def __repr__(self) -> str:
+        return "<CharsetMatch '{}' bytes({})>".format(self.encoding, self.fingerprint)
+
+    def add_submatch(self, other: "CharsetMatch") -> None:
+        if not isinstance(other, CharsetMatch) or other == self:
+            raise ValueError(
+                "Unable to add instance <{}> as a submatch of a CharsetMatch".format(
+                    other.__class__
+                )
+            )
+
+        other._string = None  # Unload RAM usage; dirty trick.
+        self._leaves.append(other)
+
+    @property
+    def encoding(self) -> str:
+        return self._encoding
+
+    @property
+    def encoding_aliases(self) -> List[str]:
+        """
+        Encoding name are known by many name, using this could help when searching for IBM855 when it's listed as CP855.
+        """
+        also_known_as: List[str] = []
+        for u, p in aliases.items():
+            if self.encoding == u:
+                also_known_as.append(p)
+            elif self.encoding == p:
+                also_known_as.append(u)
+        return also_known_as
+
+    @property
+    def bom(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def byte_order_mark(self) -> bool:
+        return self._has_sig_or_bom
+
+    @property
+    def languages(self) -> List[str]:
+        """
+        Return the complete list of possible languages found in decoded sequence.
+        Usually not really useful. Returned list may be empty even if 'language' property return something != 'Unknown'.
+        """
+        return [e[0] for e in self._languages]
+
+    @property
+    def language(self) -> str:
+        """
+        Most probable language found in decoded sequence. If none were detected or inferred, the property will return
+        "Unknown".
+        """
+        if not self._languages:
+            # Trying to infer the language based on the given encoding
+            # Its either English or we should not pronounce ourselves in certain cases.
+            if "ascii" in self.could_be_from_charset:
+                return "English"
+
+            # doing it there to avoid circular import
+            from charset_normalizer.cd import encoding_languages, mb_encoding_languages
+
+            languages = (
+                mb_encoding_languages(self.encoding)
+                if is_multi_byte_encoding(self.encoding)
+                else encoding_languages(self.encoding)
+            )
+
+            if len(languages) == 0 or "Latin Based" in languages:
+                return "Unknown"
+
+            return languages[0]
+
+        return self._languages[0][0]
+
+    @property
+    def chaos(self) -> float:
+        return self._mean_mess_ratio
+
+    @property
+    def coherence(self) -> float:
+        if not self._languages:
+            return 0.0
+        return self._languages[0][1]
+
+    @property
+    def percent_chaos(self) -> float:
+        return round(self.chaos * 100, ndigits=3)
+
+    @property
+    def percent_coherence(self) -> float:
+        return round(self.coherence * 100, ndigits=3)
+
+    @property
+    def raw(self) -> bytes:
+        """
+        Original untouched bytes.
+        """
+        return self._payload
+
+    @property
+    def submatch(self) -> List["CharsetMatch"]:
+        return self._leaves
+
+    @property
+    def has_submatch(self) -> bool:
+        return len(self._leaves) > 0
+
+    @property
+    def alphabets(self) -> List[str]:
+        if self._unicode_ranges is not None:
+            return self._unicode_ranges
+        # list detected ranges
+        detected_ranges: List[Optional[str]] = [
+            unicode_range(char) for char in str(self)
+        ]
+        # filter and sort
+        self._unicode_ranges = sorted(list({r for r in detected_ranges if r}))
+        return self._unicode_ranges
+
+    @property
+    def could_be_from_charset(self) -> List[str]:
+        """
+        The complete list of encoding that output the exact SAME str result and therefore could be the originating
+        encoding.
+        This list does include the encoding available in property 'encoding'.
+        """
+        return [self._encoding] + [m.encoding for m in self._leaves]
+
+    def output(self, encoding: str = "utf_8") -> bytes:
+        """
+        Method to get re-encoded bytes payload using given target encoding. Default to UTF-8.
+        Any errors will be simply ignored by the encoder NOT replaced.
+        """
+        if self._output_encoding is None or self._output_encoding != encoding:
+            self._output_encoding = encoding
+            self._output_payload = str(self).encode(encoding, "replace")
+
+        return self._output_payload  # type: ignore
+
+    @property
+    def fingerprint(self) -> str:
+        """
+        Retrieve the unique SHA256 computed using the transformed (re-encoded) payload. Not the original one.
+        """
+        return sha256(self.output()).hexdigest()
+
+
+class CharsetMatches:
+    """
+    Container with every CharsetMatch items ordered by default from most probable to the less one.
+    Act like a list(iterable) but does not implements all related methods.
+    """
+
+    def __init__(self, results: Optional[List[CharsetMatch]] = None):
+        self._results: List[CharsetMatch] = sorted(results) if results else []
+
+    def __iter__(self) -> Iterator[CharsetMatch]:
+        yield from self._results
+
+    def __getitem__(self, item: Union[int, str]) -> CharsetMatch:
+        """
+        Retrieve a single item either by its position or encoding name (alias may be used here).
+        Raise KeyError upon invalid index or encoding not present in results.
+        """
+        if isinstance(item, int):
+            return self._results[item]
+        if isinstance(item, str):
+            item = iana_name(item, False)
+            for result in self._results:
+                if item in result.could_be_from_charset:
+                    return result
+        raise KeyError
+
+    def __len__(self) -> int:
+        return len(self._results)
+
+    def __bool__(self) -> bool:
+        return len(self._results) > 0
+
+    def append(self, item: CharsetMatch) -> None:
+        """
+        Insert a single match. Will be inserted accordingly to preserve sort.
+        Can be inserted as a submatch.
+        """
+        if not isinstance(item, CharsetMatch):
+            raise ValueError(
+                "Cannot append instance '{}' to CharsetMatches".format(
+                    str(item.__class__)
+                )
+            )
+        # We should disable the submatch factoring when the input file is too heavy (conserve RAM usage)
+        if len(item.raw) <= TOO_BIG_SEQUENCE:
+            for match in self._results:
+                if match.fingerprint == item.fingerprint and match.chaos == item.chaos:
+                    match.add_submatch(item)
+                    return
+        self._results.append(item)
+        self._results = sorted(self._results)
+
+    def best(self) -> Optional["CharsetMatch"]:
+        """
+        Simply return the first match. Strict equivalent to matches[0].
+        """
+        if not self._results:
+            return None
+        return self._results[0]
+
+    def first(self) -> Optional["CharsetMatch"]:
+        """
+        Redundant method, call the method best(). Kept for BC reasons.
+        """
+        return self.best()
+
+
+CoherenceMatch = Tuple[str, float]
+CoherenceMatches = List[CoherenceMatch]
+
+
+class CliDetectionResult:
+    def __init__(
+        self,
+        path: str,
+        encoding: Optional[str],
+        encoding_aliases: List[str],
+        alternative_encodings: List[str],
+        language: str,
+        alphabets: List[str],
+        has_sig_or_bom: bool,
+        chaos: float,
+        coherence: float,
+        unicode_path: Optional[str],
+        is_preferred: bool,
+    ):
+        self.path: str = path
+        self.unicode_path: Optional[str] = unicode_path
+        self.encoding: Optional[str] = encoding
+        self.encoding_aliases: List[str] = encoding_aliases
+        self.alternative_encodings: List[str] = alternative_encodings
+        self.language: str = language
+        self.alphabets: List[str] = alphabets
+        self.has_sig_or_bom: bool = has_sig_or_bom
+        self.chaos: float = chaos
+        self.coherence: float = coherence
+        self.is_preferred: bool = is_preferred
+
+    @property
+    def __dict__(self) -> Dict[str, Any]:  # type: ignore
+        return {
+            "path": self.path,
+            "encoding": self.encoding,
+            "encoding_aliases": self.encoding_aliases,
+            "alternative_encodings": self.alternative_encodings,
+            "language": self.language,
+            "alphabets": self.alphabets,
+            "has_sig_or_bom": self.has_sig_or_bom,
+            "chaos": self.chaos,
+            "coherence": self.coherence,
+            "unicode_path": self.unicode_path,
+            "is_preferred": self.is_preferred,
+        }
+
+    def to_json(self) -> str:
+        return dumps(self.__dict__, ensure_ascii=True, indent=4)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
new file mode 100644
index 000000000..e5cbbf4c0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
@@ -0,0 +1,421 @@
+import importlib
+import logging
+import unicodedata
+from codecs import IncrementalDecoder
+from encodings.aliases import aliases
+from functools import lru_cache
+from re import findall
+from typing import Generator, List, Optional, Set, Tuple, Union
+
+from _multibytecodec import MultibyteIncrementalDecoder
+
+from .constant import (
+    ENCODING_MARKS,
+    IANA_SUPPORTED_SIMILAR,
+    RE_POSSIBLE_ENCODING_INDICATION,
+    UNICODE_RANGES_COMBINED,
+    UNICODE_SECONDARY_RANGE_KEYWORD,
+    UTF8_MAXIMAL_ALLOCATION,
+)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_accentuated(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return (
+        "WITH GRAVE" in description
+        or "WITH ACUTE" in description
+        or "WITH CEDILLA" in description
+        or "WITH DIAERESIS" in description
+        or "WITH CIRCUMFLEX" in description
+        or "WITH TILDE" in description
+        or "WITH MACRON" in description
+        or "WITH RING ABOVE" in description
+    )
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def remove_accent(character: str) -> str:
+    decomposed: str = unicodedata.decomposition(character)
+    if not decomposed:
+        return character
+
+    codes: List[str] = decomposed.split(" ")
+
+    return chr(int(codes[0], 16))
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def unicode_range(character: str) -> Optional[str]:
+    """
+    Retrieve the Unicode range official name from a single character.
+    """
+    character_ord: int = ord(character)
+
+    for range_name, ord_range in UNICODE_RANGES_COMBINED.items():
+        if character_ord in ord_range:
+            return range_name
+
+    return None
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_latin(character: str) -> bool:
+    try:
+        description: str = unicodedata.name(character)
+    except ValueError:
+        return False
+    return "LATIN" in description
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_punctuation(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "P" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Punctuation" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_symbol(character: str) -> bool:
+    character_category: str = unicodedata.category(character)
+
+    if "S" in character_category or "N" in character_category:
+        return True
+
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Forms" in character_range and character_category != "Lo"
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_emoticon(character: str) -> bool:
+    character_range: Optional[str] = unicode_range(character)
+
+    if character_range is None:
+        return False
+
+    return "Emoticons" in character_range or "Pictographs" in character_range
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_separator(character: str) -> bool:
+    if character.isspace() or character in {"｜", "+", "<", ">"}:
+        return True
+
+    character_category: str = unicodedata.category(character)
+
+    return "Z" in character_category or character_category in {"Po", "Pd", "Pc"}
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_case_variable(character: str) -> bool:
+    return character.islower() != character.isupper()
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_cjk(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "CJK" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hiragana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HIRAGANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_katakana(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "KATAKANA" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_hangul(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "HANGUL" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_thai(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "THAI" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_arabic(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "ARABIC" in character_name
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_arabic_isolated_form(character: str) -> bool:
+    try:
+        character_name = unicodedata.name(character)
+    except ValueError:
+        return False
+
+    return "ARABIC" in character_name and "ISOLATED FORM" in character_name
+
+
+@lru_cache(maxsize=len(UNICODE_RANGES_COMBINED))
+def is_unicode_range_secondary(range_name: str) -> bool:
+    return any(keyword in range_name for keyword in UNICODE_SECONDARY_RANGE_KEYWORD)
+
+
+@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
+def is_unprintable(character: str) -> bool:
+    return (
+        character.isspace() is False  # includes \n \t \r \v
+        and character.isprintable() is False
+        and character != "\x1A"  # Why? Its the ASCII substitute character.
+        and character != "\ufeff"  # bug discovered in Python,
+        # Zero Width No-Break Space located in 	Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space.
+    )
+
+
+def any_specified_encoding(sequence: bytes, search_zone: int = 8192) -> Optional[str]:
+    """
+    Extract using ASCII-only decoder any specified encoding in the first n-bytes.
+    """
+    if not isinstance(sequence, bytes):
+        raise TypeError
+
+    seq_len: int = len(sequence)
+
+    results: List[str] = findall(
+        RE_POSSIBLE_ENCODING_INDICATION,
+        sequence[: min(seq_len, search_zone)].decode("ascii", errors="ignore"),
+    )
+
+    if len(results) == 0:
+        return None
+
+    for specified_encoding in results:
+        specified_encoding = specified_encoding.lower().replace("-", "_")
+
+        encoding_alias: str
+        encoding_iana: str
+
+        for encoding_alias, encoding_iana in aliases.items():
+            if encoding_alias == specified_encoding:
+                return encoding_iana
+            if encoding_iana == specified_encoding:
+                return encoding_iana
+
+    return None
+
+
+@lru_cache(maxsize=128)
+def is_multi_byte_encoding(name: str) -> bool:
+    """
+    Verify is a specific encoding is a multi byte one based on it IANA name
+    """
+    return name in {
+        "utf_8",
+        "utf_8_sig",
+        "utf_16",
+        "utf_16_be",
+        "utf_16_le",
+        "utf_32",
+        "utf_32_le",
+        "utf_32_be",
+        "utf_7",
+    } or issubclass(
+        importlib.import_module("encodings.{}".format(name)).IncrementalDecoder,
+        MultibyteIncrementalDecoder,
+    )
+
+
+def identify_sig_or_bom(sequence: bytes) -> Tuple[Optional[str], bytes]:
+    """
+    Identify and extract SIG/BOM in given sequence.
+    """
+
+    for iana_encoding in ENCODING_MARKS:
+        marks: Union[bytes, List[bytes]] = ENCODING_MARKS[iana_encoding]
+
+        if isinstance(marks, bytes):
+            marks = [marks]
+
+        for mark in marks:
+            if sequence.startswith(mark):
+                return iana_encoding, mark
+
+    return None, b""
+
+
+def should_strip_sig_or_bom(iana_encoding: str) -> bool:
+    return iana_encoding not in {"utf_16", "utf_32"}
+
+
+def iana_name(cp_name: str, strict: bool = True) -> str:
+    cp_name = cp_name.lower().replace("-", "_")
+
+    encoding_alias: str
+    encoding_iana: str
+
+    for encoding_alias, encoding_iana in aliases.items():
+        if cp_name in [encoding_alias, encoding_iana]:
+            return encoding_iana
+
+    if strict:
+        raise ValueError("Unable to retrieve IANA for '{}'".format(cp_name))
+
+    return cp_name
+
+
+def range_scan(decoded_sequence: str) -> List[str]:
+    ranges: Set[str] = set()
+
+    for character in decoded_sequence:
+        character_range: Optional[str] = unicode_range(character)
+
+        if character_range is None:
+            continue
+
+        ranges.add(character_range)
+
+    return list(ranges)
+
+
+def cp_similarity(iana_name_a: str, iana_name_b: str) -> float:
+    if is_multi_byte_encoding(iana_name_a) or is_multi_byte_encoding(iana_name_b):
+        return 0.0
+
+    decoder_a = importlib.import_module(
+        "encodings.{}".format(iana_name_a)
+    ).IncrementalDecoder
+    decoder_b = importlib.import_module(
+        "encodings.{}".format(iana_name_b)
+    ).IncrementalDecoder
+
+    id_a: IncrementalDecoder = decoder_a(errors="ignore")
+    id_b: IncrementalDecoder = decoder_b(errors="ignore")
+
+    character_match_count: int = 0
+
+    for i in range(255):
+        to_be_decoded: bytes = bytes([i])
+        if id_a.decode(to_be_decoded) == id_b.decode(to_be_decoded):
+            character_match_count += 1
+
+    return character_match_count / 254
+
+
+def is_cp_similar(iana_name_a: str, iana_name_b: str) -> bool:
+    """
+    Determine if two code page are at least 80% similar. IANA_SUPPORTED_SIMILAR dict was generated using
+    the function cp_similarity.
+    """
+    return (
+        iana_name_a in IANA_SUPPORTED_SIMILAR
+        and iana_name_b in IANA_SUPPORTED_SIMILAR[iana_name_a]
+    )
+
+
+def set_logging_handler(
+    name: str = "charset_normalizer",
+    level: int = logging.INFO,
+    format_string: str = "%(asctime)s | %(levelname)s | %(message)s",
+) -> None:
+    logger = logging.getLogger(name)
+    logger.setLevel(level)
+
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter(format_string))
+    logger.addHandler(handler)
+
+
+def cut_sequence_chunks(
+    sequences: bytes,
+    encoding_iana: str,
+    offsets: range,
+    chunk_size: int,
+    bom_or_sig_available: bool,
+    strip_sig_or_bom: bool,
+    sig_payload: bytes,
+    is_multi_byte_decoder: bool,
+    decoded_payload: Optional[str] = None,
+) -> Generator[str, None, None]:
+    if decoded_payload and is_multi_byte_decoder is False:
+        for i in offsets:
+            chunk = decoded_payload[i : i + chunk_size]
+            if not chunk:
+                break
+            yield chunk
+    else:
+        for i in offsets:
+            chunk_end = i + chunk_size
+            if chunk_end > len(sequences) + 8:
+                continue
+
+            cut_sequence = sequences[i : i + chunk_size]
+
+            if bom_or_sig_available and strip_sig_or_bom is False:
+                cut_sequence = sig_payload + cut_sequence
+
+            chunk = cut_sequence.decode(
+                encoding_iana,
+                errors="ignore" if is_multi_byte_decoder else "strict",
+            )
+
+            # multi-byte bad cutting detector and adjustment
+            # not the cleanest way to perform that fix but clever enough for now.
+            if is_multi_byte_decoder and i > 0:
+                chunk_partial_size_chk: int = min(chunk_size, 16)
+
+                if (
+                    decoded_payload
+                    and chunk[:chunk_partial_size_chk] not in decoded_payload
+                ):
+                    for j in range(i, i - 4, -1):
+                        cut_sequence = sequences[j:chunk_end]
+
+                        if bom_or_sig_available and strip_sig_or_bom is False:
+                            cut_sequence = sig_payload + cut_sequence
+
+                        chunk = cut_sequence.decode(encoding_iana, errors="ignore")
+
+                        if chunk[:chunk_partial_size_chk] in decoded_payload:
+                            break
+
+            yield chunk
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
new file mode 100644
index 000000000..5a4da4ff4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
@@ -0,0 +1,6 @@
+"""
+Expose version
+"""
+
+__version__ = "3.3.2"
+VERSION = __version__.split(".")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
new file mode 100644
index 000000000..a2c19c06f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
@@ -0,0 +1,24 @@
+# -*- coding: utf-8 -*-
+import sys
+
+try:
+    from ._version import version as __version__
+except ImportError:
+    __version__ = 'unknown'
+
+__all__ = ['easter', 'parser', 'relativedelta', 'rrule', 'tz',
+           'utils', 'zoneinfo']
+
+def __getattr__(name):
+    import importlib
+
+    if name in __all__:
+        return importlib.import_module("." + name, __name__)
+    raise AttributeError(
+        "module {!r} has not attribute {!r}".format(__name__, name)
+    )
+
+
+def __dir__():
+    # __dir__ should include all the lazy-importable modules as well.
+    return [x for x in globals() if x not in sys.modules] + __all__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
new file mode 100644
index 000000000..4eb2659bd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
@@ -0,0 +1,43 @@
+"""
+Common code used in multiple modules.
+"""
+
+
+class weekday(object):
+    __slots__ = ["weekday", "n"]
+
+    def __init__(self, weekday, n=None):
+        self.weekday = weekday
+        self.n = n
+
+    def __call__(self, n):
+        if n == self.n:
+            return self
+        else:
+            return self.__class__(self.weekday, n)
+
+    def __eq__(self, other):
+        try:
+            if self.weekday != other.weekday or self.n != other.n:
+                return False
+        except AttributeError:
+            return False
+        return True
+
+    def __hash__(self):
+        return hash((
+          self.weekday,
+          self.n,
+        ))
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        s = ("MO", "TU", "WE", "TH", "FR", "SA", "SU")[self.weekday]
+        if not self.n:
+            return s
+        else:
+            return "%s(%+d)" % (s, self.n)
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
new file mode 100644
index 000000000..ddda98098
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
@@ -0,0 +1,4 @@
+# file generated by setuptools_scm
+# don't change, don't track in version control
+__version__ = version = '2.9.0.post0'
+__version_tuple__ = version_tuple = (2, 9, 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
new file mode 100644
index 000000000..f74d1f744
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
@@ -0,0 +1,89 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a generic Easter computing method for any given year, using
+Western, Orthodox or Julian algorithms.
+"""
+
+import datetime
+
+__all__ = ["easter", "EASTER_JULIAN", "EASTER_ORTHODOX", "EASTER_WESTERN"]
+
+EASTER_JULIAN = 1
+EASTER_ORTHODOX = 2
+EASTER_WESTERN = 3
+
+
+def easter(year, method=EASTER_WESTERN):
+    """
+    This method was ported from the work done by GM Arts,
+    on top of the algorithm by Claus Tondering, which was
+    based in part on the algorithm of Ouding (1940), as
+    quoted in "Explanatory Supplement to the Astronomical
+    Almanac", P.  Kenneth Seidelmann, editor.
+
+    This algorithm implements three different Easter
+    calculation methods:
+
+    1. Original calculation in Julian calendar, valid in
+       dates after 326 AD
+    2. Original method, with date converted to Gregorian
+       calendar, valid in years 1583 to 4099
+    3. Revised method, in Gregorian calendar, valid in
+       years 1583 to 4099 as well
+
+    These methods are represented by the constants:
+
+    * ``EASTER_JULIAN   = 1``
+    * ``EASTER_ORTHODOX = 2``
+    * ``EASTER_WESTERN  = 3``
+
+    The default method is method 3.
+
+    More about the algorithm may be found at:
+
+    `GM Arts: Easter Algorithms <http://www.gmarts.org/index.php?go=415>`_
+
+    and
+
+    `The Calendar FAQ: Easter <https://www.tondering.dk/claus/cal/easter.php>`_
+
+    """
+
+    if not (1 <= method <= 3):
+        raise ValueError("invalid method")
+
+    # g - Golden year - 1
+    # c - Century
+    # h - (23 - Epact) mod 30
+    # i - Number of days from March 21 to Paschal Full Moon
+    # j - Weekday for PFM (0=Sunday, etc)
+    # p - Number of days from March 21 to Sunday on or before PFM
+    #     (-6 to 28 methods 1 & 3, to 56 for method 2)
+    # e - Extra days to add for method 2 (converting Julian
+    #     date to Gregorian date)
+
+    y = year
+    g = y % 19
+    e = 0
+    if method < 3:
+        # Old method
+        i = (19*g + 15) % 30
+        j = (y + y//4 + i) % 7
+        if method == 2:
+            # Extra dates to convert Julian to Gregorian date
+            e = 10
+            if y > 1600:
+                e = e + y//100 - 16 - (y//100 - 16)//4
+    else:
+        # New method
+        c = y//100
+        h = (c - c//4 - (8*c + 13)//25 + 19*g + 15) % 30
+        i = h - (h//28)*(1 - (h//28)*(29//(h + 1))*((21 - g)//11))
+        j = (y + y//4 + i + 2 - c + c//4) % 7
+
+    # p can be from -6 to 56 corresponding to dates 22 March to 23 May
+    # (later dates apply to method 2, although 23 May never actually occurs)
+    p = i - j + e
+    d = 1 + (p + 27 + (p + 6)//40) % 31
+    m = 3 + (p + 26)//30
+    return datetime.date(int(y), int(m), int(d))
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
new file mode 100644
index 000000000..d174b0e4d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
@@ -0,0 +1,61 @@
+# -*- coding: utf-8 -*-
+from ._parser import parse, parser, parserinfo, ParserError
+from ._parser import DEFAULTPARSER, DEFAULTTZPARSER
+from ._parser import UnknownTimezoneWarning
+
+from ._parser import __doc__
+
+from .isoparser import isoparser, isoparse
+
+__all__ = ['parse', 'parser', 'parserinfo',
+           'isoparse', 'isoparser',
+           'ParserError',
+           'UnknownTimezoneWarning']
+
+
+###
+# Deprecate portions of the private interface so that downstream code that
+# is improperly relying on it is given *some* notice.
+
+
+def __deprecated_private_func(f):
+    from functools import wraps
+    import warnings
+
+    msg = ('{name} is a private function and may break without warning, '
+           'it will be moved and or renamed in future versions.')
+    msg = msg.format(name=f.__name__)
+
+    @wraps(f)
+    def deprecated_func(*args, **kwargs):
+        warnings.warn(msg, DeprecationWarning)
+        return f(*args, **kwargs)
+
+    return deprecated_func
+
+def __deprecate_private_class(c):
+    import warnings
+
+    msg = ('{name} is a private class and may break without warning, '
+           'it will be moved and or renamed in future versions.')
+    msg = msg.format(name=c.__name__)
+
+    class private_class(c):
+        __doc__ = c.__doc__
+
+        def __init__(self, *args, **kwargs):
+            warnings.warn(msg, DeprecationWarning)
+            super(private_class, self).__init__(*args, **kwargs)
+
+    private_class.__name__ = c.__name__
+
+    return private_class
+
+
+from ._parser import _timelex, _resultbase
+from ._parser import _tzparser, _parsetz
+
+_timelex = __deprecate_private_class(_timelex)
+_tzparser = __deprecate_private_class(_tzparser)
+_resultbase = __deprecate_private_class(_resultbase)
+_parsetz = __deprecated_private_func(_parsetz)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
new file mode 100644
index 000000000..37d1663b2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
@@ -0,0 +1,1613 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a generic date/time string parser which is able to parse
+most known formats to represent a date and/or time.
+
+This module attempts to be forgiving with regards to unlikely input formats,
+returning a datetime object even for dates which are ambiguous. If an element
+of a date/time stamp is omitted, the following rules are applied:
+
+- If AM or PM is left unspecified, a 24-hour clock is assumed, however, an hour
+  on a 12-hour clock (``0 <= hour <= 12``) *must* be specified if AM or PM is
+  specified.
+- If a time zone is omitted, a timezone-naive datetime is returned.
+
+If any other elements are missing, they are taken from the
+:class:`datetime.datetime` object passed to the parameter ``default``. If this
+results in a day number exceeding the valid number of days per month, the
+value falls back to the end of the month.
+
+Additional resources about date/time string formats can be found below:
+
+- `A summary of the international standard date and time notation
+  <https://www.cl.cam.ac.uk/~mgk25/iso-time.html>`_
+- `W3C Date and Time Formats <https://www.w3.org/TR/NOTE-datetime>`_
+- `Time Formats (Planetary Rings Node) <https://pds-rings.seti.org:443/tools/time_formats.html>`_
+- `CPAN ParseDate module
+  <https://metacpan.org/pod/release/MUIR/Time-modules-2013.0912/lib/Time/ParseDate.pm>`_
+- `Java SimpleDateFormat Class
+  <https://docs.oracle.com/javase/6/docs/api/java/text/SimpleDateFormat.html>`_
+"""
+from __future__ import unicode_literals
+
+import datetime
+import re
+import string
+import time
+import warnings
+
+from calendar import monthrange
+from io import StringIO
+
+import six
+from six import integer_types, text_type
+
+from decimal import Decimal
+
+from warnings import warn
+
+from .. import relativedelta
+from .. import tz
+
+__all__ = ["parse", "parserinfo", "ParserError"]
+
+
+# TODO: pandas.core.tools.datetimes imports this explicitly.  Might be worth
+# making public and/or figuring out if there is something we can
+# take off their plate.
+class _timelex(object):
+    # Fractional seconds are sometimes split by a comma
+    _split_decimal = re.compile("([.,])")
+
+    def __init__(self, instream):
+        if isinstance(instream, (bytes, bytearray)):
+            instream = instream.decode()
+
+        if isinstance(instream, text_type):
+            instream = StringIO(instream)
+        elif getattr(instream, 'read', None) is None:
+            raise TypeError('Parser must be a string or character stream, not '
+                            '{itype}'.format(itype=instream.__class__.__name__))
+
+        self.instream = instream
+        self.charstack = []
+        self.tokenstack = []
+        self.eof = False
+
+    def get_token(self):
+        """
+        This function breaks the time string into lexical units (tokens), which
+        can be parsed by the parser. Lexical units are demarcated by changes in
+        the character set, so any continuous string of letters is considered
+        one unit, any continuous string of numbers is considered one unit.
+
+        The main complication arises from the fact that dots ('.') can be used
+        both as separators (e.g. "Sep.20.2009") or decimal points (e.g.
+        "4:30:21.447"). As such, it is necessary to read the full context of
+        any dot-separated strings before breaking it into tokens; as such, this
+        function maintains a "token stack", for when the ambiguous context
+        demands that multiple tokens be parsed at once.
+        """
+        if self.tokenstack:
+            return self.tokenstack.pop(0)
+
+        seenletters = False
+        token = None
+        state = None
+
+        while not self.eof:
+            # We only realize that we've reached the end of a token when we
+            # find a character that's not part of the current token - since
+            # that character may be part of the next token, it's stored in the
+            # charstack.
+            if self.charstack:
+                nextchar = self.charstack.pop(0)
+            else:
+                nextchar = self.instream.read(1)
+                while nextchar == '\x00':
+                    nextchar = self.instream.read(1)
+
+            if not nextchar:
+                self.eof = True
+                break
+            elif not state:
+                # First character of the token - determines if we're starting
+                # to parse a word, a number or something else.
+                token = nextchar
+                if self.isword(nextchar):
+                    state = 'a'
+                elif self.isnum(nextchar):
+                    state = '0'
+                elif self.isspace(nextchar):
+                    token = ' '
+                    break  # emit token
+                else:
+                    break  # emit token
+            elif state == 'a':
+                # If we've already started reading a word, we keep reading
+                # letters until we find something that's not part of a word.
+                seenletters = True
+                if self.isword(nextchar):
+                    token += nextchar
+                elif nextchar == '.':
+                    token += nextchar
+                    state = 'a.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == '0':
+                # If we've already started reading a number, we keep reading
+                # numbers until we find something that doesn't fit.
+                if self.isnum(nextchar):
+                    token += nextchar
+                elif nextchar == '.' or (nextchar == ',' and len(token) >= 2):
+                    token += nextchar
+                    state = '0.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == 'a.':
+                # If we've seen some letters and a dot separator, continue
+                # parsing, and the tokens will be broken up later.
+                seenletters = True
+                if nextchar == '.' or self.isword(nextchar):
+                    token += nextchar
+                elif self.isnum(nextchar) and token[-1] == '.':
+                    token += nextchar
+                    state = '0.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+            elif state == '0.':
+                # If we've seen at least one dot separator, keep going, we'll
+                # break up the tokens later.
+                if nextchar == '.' or self.isnum(nextchar):
+                    token += nextchar
+                elif self.isword(nextchar) and token[-1] == '.':
+                    token += nextchar
+                    state = 'a.'
+                else:
+                    self.charstack.append(nextchar)
+                    break  # emit token
+
+        if (state in ('a.', '0.') and (seenletters or token.count('.') > 1 or
+                                       token[-1] in '.,')):
+            l = self._split_decimal.split(token)
+            token = l[0]
+            for tok in l[1:]:
+                if tok:
+                    self.tokenstack.append(tok)
+
+        if state == '0.' and token.count('.') == 0:
+            token = token.replace(',', '.')
+
+        return token
+
+    def __iter__(self):
+        return self
+
+    def __next__(self):
+        token = self.get_token()
+        if token is None:
+            raise StopIteration
+
+        return token
+
+    def next(self):
+        return self.__next__()  # Python 2.x support
+
+    @classmethod
+    def split(cls, s):
+        return list(cls(s))
+
+    @classmethod
+    def isword(cls, nextchar):
+        """ Whether or not the next character is part of a word """
+        return nextchar.isalpha()
+
+    @classmethod
+    def isnum(cls, nextchar):
+        """ Whether the next character is part of a number """
+        return nextchar.isdigit()
+
+    @classmethod
+    def isspace(cls, nextchar):
+        """ Whether the next character is whitespace """
+        return nextchar.isspace()
+
+
+class _resultbase(object):
+
+    def __init__(self):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+
+    def _repr(self, classname):
+        l = []
+        for attr in self.__slots__:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("%s=%s" % (attr, repr(value)))
+        return "%s(%s)" % (classname, ", ".join(l))
+
+    def __len__(self):
+        return (sum(getattr(self, attr) is not None
+                    for attr in self.__slots__))
+
+    def __repr__(self):
+        return self._repr(self.__class__.__name__)
+
+
+class parserinfo(object):
+    """
+    Class which handles what inputs are accepted. Subclass this to customize
+    the language and acceptable values for each parameter.
+
+    :param dayfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+        ``yearfirst`` is set to ``True``, this distinguishes between YDM
+        and YMD. Default is ``False``.
+
+    :param yearfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the year. If ``True``, the first number is taken
+        to be the year, otherwise the last number is taken to be the year.
+        Default is ``False``.
+    """
+
+    # m from a.m/p.m, t from ISO T separator
+    JUMP = [" ", ".", ",", ";", "-", "/", "'",
+            "at", "on", "and", "ad", "m", "t", "of",
+            "st", "nd", "rd", "th"]
+
+    WEEKDAYS = [("Mon", "Monday"),
+                ("Tue", "Tuesday"),     # TODO: "Tues"
+                ("Wed", "Wednesday"),
+                ("Thu", "Thursday"),    # TODO: "Thurs"
+                ("Fri", "Friday"),
+                ("Sat", "Saturday"),
+                ("Sun", "Sunday")]
+    MONTHS = [("Jan", "January"),
+              ("Feb", "February"),      # TODO: "Febr"
+              ("Mar", "March"),
+              ("Apr", "April"),
+              ("May", "May"),
+              ("Jun", "June"),
+              ("Jul", "July"),
+              ("Aug", "August"),
+              ("Sep", "Sept", "September"),
+              ("Oct", "October"),
+              ("Nov", "November"),
+              ("Dec", "December")]
+    HMS = [("h", "hour", "hours"),
+           ("m", "minute", "minutes"),
+           ("s", "second", "seconds")]
+    AMPM = [("am", "a"),
+            ("pm", "p")]
+    UTCZONE = ["UTC", "GMT", "Z", "z"]
+    PERTAIN = ["of"]
+    TZOFFSET = {}
+    # TODO: ERA = ["AD", "BC", "CE", "BCE", "Stardate",
+    #              "Anno Domini", "Year of Our Lord"]
+
+    def __init__(self, dayfirst=False, yearfirst=False):
+        self._jump = self._convert(self.JUMP)
+        self._weekdays = self._convert(self.WEEKDAYS)
+        self._months = self._convert(self.MONTHS)
+        self._hms = self._convert(self.HMS)
+        self._ampm = self._convert(self.AMPM)
+        self._utczone = self._convert(self.UTCZONE)
+        self._pertain = self._convert(self.PERTAIN)
+
+        self.dayfirst = dayfirst
+        self.yearfirst = yearfirst
+
+        self._year = time.localtime().tm_year
+        self._century = self._year // 100 * 100
+
+    def _convert(self, lst):
+        dct = {}
+        for i, v in enumerate(lst):
+            if isinstance(v, tuple):
+                for v in v:
+                    dct[v.lower()] = i
+            else:
+                dct[v.lower()] = i
+        return dct
+
+    def jump(self, name):
+        return name.lower() in self._jump
+
+    def weekday(self, name):
+        try:
+            return self._weekdays[name.lower()]
+        except KeyError:
+            pass
+        return None
+
+    def month(self, name):
+        try:
+            return self._months[name.lower()] + 1
+        except KeyError:
+            pass
+        return None
+
+    def hms(self, name):
+        try:
+            return self._hms[name.lower()]
+        except KeyError:
+            return None
+
+    def ampm(self, name):
+        try:
+            return self._ampm[name.lower()]
+        except KeyError:
+            return None
+
+    def pertain(self, name):
+        return name.lower() in self._pertain
+
+    def utczone(self, name):
+        return name.lower() in self._utczone
+
+    def tzoffset(self, name):
+        if name in self._utczone:
+            return 0
+
+        return self.TZOFFSET.get(name)
+
+    def convertyear(self, year, century_specified=False):
+        """
+        Converts two-digit years to year within [-50, 49]
+        range of self._year (current local time)
+        """
+
+        # Function contract is that the year is always positive
+        assert year >= 0
+
+        if year < 100 and not century_specified:
+            # assume current century to start
+            year += self._century
+
+            if year >= self._year + 50:  # if too far in future
+                year -= 100
+            elif year < self._year - 50:  # if too far in past
+                year += 100
+
+        return year
+
+    def validate(self, res):
+        # move to info
+        if res.year is not None:
+            res.year = self.convertyear(res.year, res.century_specified)
+
+        if ((res.tzoffset == 0 and not res.tzname) or
+             (res.tzname == 'Z' or res.tzname == 'z')):
+            res.tzname = "UTC"
+            res.tzoffset = 0
+        elif res.tzoffset != 0 and res.tzname and self.utczone(res.tzname):
+            res.tzoffset = 0
+        return True
+
+
+class _ymd(list):
+    def __init__(self, *args, **kwargs):
+        super(self.__class__, self).__init__(*args, **kwargs)
+        self.century_specified = False
+        self.dstridx = None
+        self.mstridx = None
+        self.ystridx = None
+
+    @property
+    def has_year(self):
+        return self.ystridx is not None
+
+    @property
+    def has_month(self):
+        return self.mstridx is not None
+
+    @property
+    def has_day(self):
+        return self.dstridx is not None
+
+    def could_be_day(self, value):
+        if self.has_day:
+            return False
+        elif not self.has_month:
+            return 1 <= value <= 31
+        elif not self.has_year:
+            # Be permissive, assume leap year
+            month = self[self.mstridx]
+            return 1 <= value <= monthrange(2000, month)[1]
+        else:
+            month = self[self.mstridx]
+            year = self[self.ystridx]
+            return 1 <= value <= monthrange(year, month)[1]
+
+    def append(self, val, label=None):
+        if hasattr(val, '__len__'):
+            if val.isdigit() and len(val) > 2:
+                self.century_specified = True
+                if label not in [None, 'Y']:  # pragma: no cover
+                    raise ValueError(label)
+                label = 'Y'
+        elif val > 100:
+            self.century_specified = True
+            if label not in [None, 'Y']:  # pragma: no cover
+                raise ValueError(label)
+            label = 'Y'
+
+        super(self.__class__, self).append(int(val))
+
+        if label == 'M':
+            if self.has_month:
+                raise ValueError('Month is already set')
+            self.mstridx = len(self) - 1
+        elif label == 'D':
+            if self.has_day:
+                raise ValueError('Day is already set')
+            self.dstridx = len(self) - 1
+        elif label == 'Y':
+            if self.has_year:
+                raise ValueError('Year is already set')
+            self.ystridx = len(self) - 1
+
+    def _resolve_from_stridxs(self, strids):
+        """
+        Try to resolve the identities of year/month/day elements using
+        ystridx, mstridx, and dstridx, if enough of these are specified.
+        """
+        if len(self) == 3 and len(strids) == 2:
+            # we can back out the remaining stridx value
+            missing = [x for x in range(3) if x not in strids.values()]
+            key = [x for x in ['y', 'm', 'd'] if x not in strids]
+            assert len(missing) == len(key) == 1
+            key = key[0]
+            val = missing[0]
+            strids[key] = val
+
+        assert len(self) == len(strids)  # otherwise this should not be called
+        out = {key: self[strids[key]] for key in strids}
+        return (out.get('y'), out.get('m'), out.get('d'))
+
+    def resolve_ymd(self, yearfirst, dayfirst):
+        len_ymd = len(self)
+        year, month, day = (None, None, None)
+
+        strids = (('y', self.ystridx),
+                  ('m', self.mstridx),
+                  ('d', self.dstridx))
+
+        strids = {key: val for key, val in strids if val is not None}
+        if (len(self) == len(strids) > 0 or
+                (len(self) == 3 and len(strids) == 2)):
+            return self._resolve_from_stridxs(strids)
+
+        mstridx = self.mstridx
+
+        if len_ymd > 3:
+            raise ValueError("More than three YMD values")
+        elif len_ymd == 1 or (mstridx is not None and len_ymd == 2):
+            # One member, or two members with a month string
+            if mstridx is not None:
+                month = self[mstridx]
+                # since mstridx is 0 or 1, self[mstridx-1] always
+                # looks up the other element
+                other = self[mstridx - 1]
+            else:
+                other = self[0]
+
+            if len_ymd > 1 or mstridx is None:
+                if other > 31:
+                    year = other
+                else:
+                    day = other
+
+        elif len_ymd == 2:
+            # Two members with numbers
+            if self[0] > 31:
+                # 99-01
+                year, month = self
+            elif self[1] > 31:
+                # 01-99
+                month, year = self
+            elif dayfirst and self[1] <= 12:
+                # 13-01
+                day, month = self
+            else:
+                # 01-13
+                month, day = self
+
+        elif len_ymd == 3:
+            # Three members
+            if mstridx == 0:
+                if self[1] > 31:
+                    # Apr-2003-25
+                    month, year, day = self
+                else:
+                    month, day, year = self
+            elif mstridx == 1:
+                if self[0] > 31 or (yearfirst and self[2] <= 31):
+                    # 99-Jan-01
+                    year, month, day = self
+                else:
+                    # 01-Jan-01
+                    # Give precedence to day-first, since
+                    # two-digit years is usually hand-written.
+                    day, month, year = self
+
+            elif mstridx == 2:
+                # WTF!?
+                if self[1] > 31:
+                    # 01-99-Jan
+                    day, year, month = self
+                else:
+                    # 99-01-Jan
+                    year, day, month = self
+
+            else:
+                if (self[0] > 31 or
+                    self.ystridx == 0 or
+                        (yearfirst and self[1] <= 12 and self[2] <= 31)):
+                    # 99-01-01
+                    if dayfirst and self[2] <= 12:
+                        year, day, month = self
+                    else:
+                        year, month, day = self
+                elif self[0] > 12 or (dayfirst and self[1] <= 12):
+                    # 13-01-01
+                    day, month, year = self
+                else:
+                    # 01-13-01
+                    month, day, year = self
+
+        return year, month, day
+
+
+class parser(object):
+    def __init__(self, info=None):
+        self.info = info or parserinfo()
+
+    def parse(self, timestr, default=None,
+              ignoretz=False, tzinfos=None, **kwargs):
+        """
+        Parse the date/time string into a :class:`datetime.datetime` object.
+
+        :param timestr:
+            Any date/time string using the supported formats.
+
+        :param default:
+            The default datetime object, if this is a datetime object and not
+            ``None``, elements specified in ``timestr`` replace elements in the
+            default object.
+
+        :param ignoretz:
+            If set ``True``, time zones in parsed strings are ignored and a
+            naive :class:`datetime.datetime` object is returned.
+
+        :param tzinfos:
+            Additional time zone names / aliases which may be present in the
+            string. This argument maps time zone names (and optionally offsets
+            from those time zones) to time zones. This parameter can be a
+            dictionary with timezone aliases mapping time zone names to time
+            zones or a function taking two parameters (``tzname`` and
+            ``tzoffset``) and returning a time zone.
+
+            The timezones to which the names are mapped can be an integer
+            offset from UTC in seconds or a :class:`tzinfo` object.
+
+            .. doctest::
+               :options: +NORMALIZE_WHITESPACE
+
+                >>> from dateutil.parser import parse
+                >>> from dateutil.tz import gettz
+                >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
+                >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
+                datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
+                >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
+                datetime.datetime(2012, 1, 19, 17, 21,
+                                  tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
+
+            This parameter is ignored if ``ignoretz`` is set.
+
+        :param \\*\\*kwargs:
+            Keyword arguments as passed to ``_parse()``.
+
+        :return:
+            Returns a :class:`datetime.datetime` object or, if the
+            ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
+            first element being a :class:`datetime.datetime` object, the second
+            a tuple containing the fuzzy tokens.
+
+        :raises ParserError:
+            Raised for invalid or unknown string format, if the provided
+            :class:`tzinfo` is not in a valid format, or if an invalid date
+            would be created.
+
+        :raises TypeError:
+            Raised for non-string or character stream input.
+
+        :raises OverflowError:
+            Raised if the parsed date exceeds the largest valid C integer on
+            your system.
+        """
+
+        if default is None:
+            default = datetime.datetime.now().replace(hour=0, minute=0,
+                                                      second=0, microsecond=0)
+
+        res, skipped_tokens = self._parse(timestr, **kwargs)
+
+        if res is None:
+            raise ParserError("Unknown string format: %s", timestr)
+
+        if len(res) == 0:
+            raise ParserError("String does not contain a date: %s", timestr)
+
+        try:
+            ret = self._build_naive(res, default)
+        except ValueError as e:
+            six.raise_from(ParserError(str(e) + ": %s", timestr), e)
+
+        if not ignoretz:
+            ret = self._build_tzaware(ret, res, tzinfos)
+
+        if kwargs.get('fuzzy_with_tokens', False):
+            return ret, skipped_tokens
+        else:
+            return ret
+
+    class _result(_resultbase):
+        __slots__ = ["year", "month", "day", "weekday",
+                     "hour", "minute", "second", "microsecond",
+                     "tzname", "tzoffset", "ampm","any_unused_tokens"]
+
+    def _parse(self, timestr, dayfirst=None, yearfirst=None, fuzzy=False,
+               fuzzy_with_tokens=False):
+        """
+        Private method which performs the heavy lifting of parsing, called from
+        ``parse()``, which passes on its ``kwargs`` to this function.
+
+        :param timestr:
+            The string to parse.
+
+        :param dayfirst:
+            Whether to interpret the first value in an ambiguous 3-integer date
+            (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+            ``yearfirst`` is set to ``True``, this distinguishes between YDM
+            and YMD. If set to ``None``, this value is retrieved from the
+            current :class:`parserinfo` object (which itself defaults to
+            ``False``).
+
+        :param yearfirst:
+            Whether to interpret the first value in an ambiguous 3-integer date
+            (e.g. 01/05/09) as the year. If ``True``, the first number is taken
+            to be the year, otherwise the last number is taken to be the year.
+            If this is set to ``None``, the value is retrieved from the current
+            :class:`parserinfo` object (which itself defaults to ``False``).
+
+        :param fuzzy:
+            Whether to allow fuzzy parsing, allowing for string like "Today is
+            January 1, 2047 at 8:21:00AM".
+
+        :param fuzzy_with_tokens:
+            If ``True``, ``fuzzy`` is automatically set to True, and the parser
+            will return a tuple where the first element is the parsed
+            :class:`datetime.datetime` datetimestamp and the second element is
+            a tuple containing the portions of the string which were ignored:
+
+            .. doctest::
+
+                >>> from dateutil.parser import parse
+                >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
+                (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
+
+        """
+        if fuzzy_with_tokens:
+            fuzzy = True
+
+        info = self.info
+
+        if dayfirst is None:
+            dayfirst = info.dayfirst
+
+        if yearfirst is None:
+            yearfirst = info.yearfirst
+
+        res = self._result()
+        l = _timelex.split(timestr)         # Splits the timestr into tokens
+
+        skipped_idxs = []
+
+        # year/month/day list
+        ymd = _ymd()
+
+        len_l = len(l)
+        i = 0
+        try:
+            while i < len_l:
+
+                # Check if it's a number
+                value_repr = l[i]
+                try:
+                    value = float(value_repr)
+                except ValueError:
+                    value = None
+
+                if value is not None:
+                    # Numeric token
+                    i = self._parse_numeric_token(l, i, info, ymd, res, fuzzy)
+
+                # Check weekday
+                elif info.weekday(l[i]) is not None:
+                    value = info.weekday(l[i])
+                    res.weekday = value
+
+                # Check month name
+                elif info.month(l[i]) is not None:
+                    value = info.month(l[i])
+                    ymd.append(value, 'M')
+
+                    if i + 1 < len_l:
+                        if l[i + 1] in ('-', '/'):
+                            # Jan-01[-99]
+                            sep = l[i + 1]
+                            ymd.append(l[i + 2])
+
+                            if i + 3 < len_l and l[i + 3] == sep:
+                                # Jan-01-99
+                                ymd.append(l[i + 4])
+                                i += 2
+
+                            i += 2
+
+                        elif (i + 4 < len_l and l[i + 1] == l[i + 3] == ' ' and
+                              info.pertain(l[i + 2])):
+                            # Jan of 01
+                            # In this case, 01 is clearly year
+                            if l[i + 4].isdigit():
+                                # Convert it here to become unambiguous
+                                value = int(l[i + 4])
+                                year = str(info.convertyear(value))
+                                ymd.append(year, 'Y')
+                            else:
+                                # Wrong guess
+                                pass
+                                # TODO: not hit in tests
+                            i += 4
+
+                # Check am/pm
+                elif info.ampm(l[i]) is not None:
+                    value = info.ampm(l[i])
+                    val_is_ampm = self._ampm_valid(res.hour, res.ampm, fuzzy)
+
+                    if val_is_ampm:
+                        res.hour = self._adjust_ampm(res.hour, value)
+                        res.ampm = value
+
+                    elif fuzzy:
+                        skipped_idxs.append(i)
+
+                # Check for a timezone name
+                elif self._could_be_tzname(res.hour, res.tzname, res.tzoffset, l[i]):
+                    res.tzname = l[i]
+                    res.tzoffset = info.tzoffset(res.tzname)
+
+                    # Check for something like GMT+3, or BRST+3. Notice
+                    # that it doesn't mean "I am 3 hours after GMT", but
+                    # "my time +3 is GMT". If found, we reverse the
+                    # logic so that timezone parsing code will get it
+                    # right.
+                    if i + 1 < len_l and l[i + 1] in ('+', '-'):
+                        l[i + 1] = ('+', '-')[l[i + 1] == '+']
+                        res.tzoffset = None
+                        if info.utczone(res.tzname):
+                            # With something like GMT+3, the timezone
+                            # is *not* GMT.
+                            res.tzname = None
+
+                # Check for a numbered timezone
+                elif res.hour is not None and l[i] in ('+', '-'):
+                    signal = (-1, 1)[l[i] == '+']
+                    len_li = len(l[i + 1])
+
+                    # TODO: check that l[i + 1] is integer?
+                    if len_li == 4:
+                        # -0300
+                        hour_offset = int(l[i + 1][:2])
+                        min_offset = int(l[i + 1][2:])
+                    elif i + 2 < len_l and l[i + 2] == ':':
+                        # -03:00
+                        hour_offset = int(l[i + 1])
+                        min_offset = int(l[i + 3])  # TODO: Check that l[i+3] is minute-like?
+                        i += 2
+                    elif len_li <= 2:
+                        # -[0]3
+                        hour_offset = int(l[i + 1][:2])
+                        min_offset = 0
+                    else:
+                        raise ValueError(timestr)
+
+                    res.tzoffset = signal * (hour_offset * 3600 + min_offset * 60)
+
+                    # Look for a timezone name between parenthesis
+                    if (i + 5 < len_l and
+                            info.jump(l[i + 2]) and l[i + 3] == '(' and
+                            l[i + 5] == ')' and
+                            3 <= len(l[i + 4]) and
+                            self._could_be_tzname(res.hour, res.tzname,
+                                                  None, l[i + 4])):
+                        # -0300 (BRST)
+                        res.tzname = l[i + 4]
+                        i += 4
+
+                    i += 1
+
+                # Check jumps
+                elif not (info.jump(l[i]) or fuzzy):
+                    raise ValueError(timestr)
+
+                else:
+                    skipped_idxs.append(i)
+                i += 1
+
+            # Process year/month/day
+            year, month, day = ymd.resolve_ymd(yearfirst, dayfirst)
+
+            res.century_specified = ymd.century_specified
+            res.year = year
+            res.month = month
+            res.day = day
+
+        except (IndexError, ValueError):
+            return None, None
+
+        if not info.validate(res):
+            return None, None
+
+        if fuzzy_with_tokens:
+            skipped_tokens = self._recombine_skipped(l, skipped_idxs)
+            return res, tuple(skipped_tokens)
+        else:
+            return res, None
+
+    def _parse_numeric_token(self, tokens, idx, info, ymd, res, fuzzy):
+        # Token is a number
+        value_repr = tokens[idx]
+        try:
+            value = self._to_decimal(value_repr)
+        except Exception as e:
+            six.raise_from(ValueError('Unknown numeric token'), e)
+
+        len_li = len(value_repr)
+
+        len_l = len(tokens)
+
+        if (len(ymd) == 3 and len_li in (2, 4) and
+            res.hour is None and
+            (idx + 1 >= len_l or
+             (tokens[idx + 1] != ':' and
+              info.hms(tokens[idx + 1]) is None))):
+            # 19990101T23[59]
+            s = tokens[idx]
+            res.hour = int(s[:2])
+
+            if len_li == 4:
+                res.minute = int(s[2:])
+
+        elif len_li == 6 or (len_li > 6 and tokens[idx].find('.') == 6):
+            # YYMMDD or HHMMSS[.ss]
+            s = tokens[idx]
+
+            if not ymd and '.' not in tokens[idx]:
+                ymd.append(s[:2])
+                ymd.append(s[2:4])
+                ymd.append(s[4:])
+            else:
+                # 19990101T235959[.59]
+
+                # TODO: Check if res attributes already set.
+                res.hour = int(s[:2])
+                res.minute = int(s[2:4])
+                res.second, res.microsecond = self._parsems(s[4:])
+
+        elif len_li in (8, 12, 14):
+            # YYYYMMDD
+            s = tokens[idx]
+            ymd.append(s[:4], 'Y')
+            ymd.append(s[4:6])
+            ymd.append(s[6:8])
+
+            if len_li > 8:
+                res.hour = int(s[8:10])
+                res.minute = int(s[10:12])
+
+                if len_li > 12:
+                    res.second = int(s[12:])
+
+        elif self._find_hms_idx(idx, tokens, info, allow_jump=True) is not None:
+            # HH[ ]h or MM[ ]m or SS[.ss][ ]s
+            hms_idx = self._find_hms_idx(idx, tokens, info, allow_jump=True)
+            (idx, hms) = self._parse_hms(idx, tokens, info, hms_idx)
+            if hms is not None:
+                # TODO: checking that hour/minute/second are not
+                # already set?
+                self._assign_hms(res, value_repr, hms)
+
+        elif idx + 2 < len_l and tokens[idx + 1] == ':':
+            # HH:MM[:SS[.ss]]
+            res.hour = int(value)
+            value = self._to_decimal(tokens[idx + 2])  # TODO: try/except for this?
+            (res.minute, res.second) = self._parse_min_sec(value)
+
+            if idx + 4 < len_l and tokens[idx + 3] == ':':
+                res.second, res.microsecond = self._parsems(tokens[idx + 4])
+
+                idx += 2
+
+            idx += 2
+
+        elif idx + 1 < len_l and tokens[idx + 1] in ('-', '/', '.'):
+            sep = tokens[idx + 1]
+            ymd.append(value_repr)
+
+            if idx + 2 < len_l and not info.jump(tokens[idx + 2]):
+                if tokens[idx + 2].isdigit():
+                    # 01-01[-01]
+                    ymd.append(tokens[idx + 2])
+                else:
+                    # 01-Jan[-01]
+                    value = info.month(tokens[idx + 2])
+
+                    if value is not None:
+                        ymd.append(value, 'M')
+                    else:
+                        raise ValueError()
+
+                if idx + 3 < len_l and tokens[idx + 3] == sep:
+                    # We have three members
+                    value = info.month(tokens[idx + 4])
+
+                    if value is not None:
+                        ymd.append(value, 'M')
+                    else:
+                        ymd.append(tokens[idx + 4])
+                    idx += 2
+
+                idx += 1
+            idx += 1
+
+        elif idx + 1 >= len_l or info.jump(tokens[idx + 1]):
+            if idx + 2 < len_l and info.ampm(tokens[idx + 2]) is not None:
+                # 12 am
+                hour = int(value)
+                res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 2]))
+                idx += 1
+            else:
+                # Year, month or day
+                ymd.append(value)
+            idx += 1
+
+        elif info.ampm(tokens[idx + 1]) is not None and (0 <= value < 24):
+            # 12am
+            hour = int(value)
+            res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 1]))
+            idx += 1
+
+        elif ymd.could_be_day(value):
+            ymd.append(value)
+
+        elif not fuzzy:
+            raise ValueError()
+
+        return idx
+
+    def _find_hms_idx(self, idx, tokens, info, allow_jump):
+        len_l = len(tokens)
+
+        if idx+1 < len_l and info.hms(tokens[idx+1]) is not None:
+            # There is an "h", "m", or "s" label following this token.  We take
+            # assign the upcoming label to the current token.
+            # e.g. the "12" in 12h"
+            hms_idx = idx + 1
+
+        elif (allow_jump and idx+2 < len_l and tokens[idx+1] == ' ' and
+              info.hms(tokens[idx+2]) is not None):
+            # There is a space and then an "h", "m", or "s" label.
+            # e.g. the "12" in "12 h"
+            hms_idx = idx + 2
+
+        elif idx > 0 and info.hms(tokens[idx-1]) is not None:
+            # There is a "h", "m", or "s" preceding this token.  Since neither
+            # of the previous cases was hit, there is no label following this
+            # token, so we use the previous label.
+            # e.g. the "04" in "12h04"
+            hms_idx = idx-1
+
+        elif (1 < idx == len_l-1 and tokens[idx-1] == ' ' and
+              info.hms(tokens[idx-2]) is not None):
+            # If we are looking at the final token, we allow for a
+            # backward-looking check to skip over a space.
+            # TODO: Are we sure this is the right condition here?
+            hms_idx = idx - 2
+
+        else:
+            hms_idx = None
+
+        return hms_idx
+
+    def _assign_hms(self, res, value_repr, hms):
+        # See GH issue #427, fixing float rounding
+        value = self._to_decimal(value_repr)
+
+        if hms == 0:
+            # Hour
+            res.hour = int(value)
+            if value % 1:
+                res.minute = int(60*(value % 1))
+
+        elif hms == 1:
+            (res.minute, res.second) = self._parse_min_sec(value)
+
+        elif hms == 2:
+            (res.second, res.microsecond) = self._parsems(value_repr)
+
+    def _could_be_tzname(self, hour, tzname, tzoffset, token):
+        return (hour is not None and
+                tzname is None and
+                tzoffset is None and
+                len(token) <= 5 and
+                (all(x in string.ascii_uppercase for x in token)
+                 or token in self.info.UTCZONE))
+
+    def _ampm_valid(self, hour, ampm, fuzzy):
+        """
+        For fuzzy parsing, 'a' or 'am' (both valid English words)
+        may erroneously trigger the AM/PM flag. Deal with that
+        here.
+        """
+        val_is_ampm = True
+
+        # If there's already an AM/PM flag, this one isn't one.
+        if fuzzy and ampm is not None:
+            val_is_ampm = False
+
+        # If AM/PM is found and hour is not, raise a ValueError
+        if hour is None:
+            if fuzzy:
+                val_is_ampm = False
+            else:
+                raise ValueError('No hour specified with AM or PM flag.')
+        elif not 0 <= hour <= 12:
+            # If AM/PM is found, it's a 12 hour clock, so raise
+            # an error for invalid range
+            if fuzzy:
+                val_is_ampm = False
+            else:
+                raise ValueError('Invalid hour specified for 12-hour clock.')
+
+        return val_is_ampm
+
+    def _adjust_ampm(self, hour, ampm):
+        if hour < 12 and ampm == 1:
+            hour += 12
+        elif hour == 12 and ampm == 0:
+            hour = 0
+        return hour
+
+    def _parse_min_sec(self, value):
+        # TODO: Every usage of this function sets res.second to the return
+        # value. Are there any cases where second will be returned as None and
+        # we *don't* want to set res.second = None?
+        minute = int(value)
+        second = None
+
+        sec_remainder = value % 1
+        if sec_remainder:
+            second = int(60 * sec_remainder)
+        return (minute, second)
+
+    def _parse_hms(self, idx, tokens, info, hms_idx):
+        # TODO: Is this going to admit a lot of false-positives for when we
+        # just happen to have digits and "h", "m" or "s" characters in non-date
+        # text?  I guess hex hashes won't have that problem, but there's plenty
+        # of random junk out there.
+        if hms_idx is None:
+            hms = None
+            new_idx = idx
+        elif hms_idx > idx:
+            hms = info.hms(tokens[hms_idx])
+            new_idx = hms_idx
+        else:
+            # Looking backwards, increment one.
+            hms = info.hms(tokens[hms_idx]) + 1
+            new_idx = idx
+
+        return (new_idx, hms)
+
+    # ------------------------------------------------------------------
+    # Handling for individual tokens.  These are kept as methods instead
+    #  of functions for the sake of customizability via subclassing.
+
+    def _parsems(self, value):
+        """Parse a I[.F] seconds value into (seconds, microseconds)."""
+        if "." not in value:
+            return int(value), 0
+        else:
+            i, f = value.split(".")
+            return int(i), int(f.ljust(6, "0")[:6])
+
+    def _to_decimal(self, val):
+        try:
+            decimal_value = Decimal(val)
+            # See GH 662, edge case, infinite value should not be converted
+            #  via `_to_decimal`
+            if not decimal_value.is_finite():
+                raise ValueError("Converted decimal value is infinite or NaN")
+        except Exception as e:
+            msg = "Could not convert %s to decimal" % val
+            six.raise_from(ValueError(msg), e)
+        else:
+            return decimal_value
+
+    # ------------------------------------------------------------------
+    # Post-Parsing construction of datetime output.  These are kept as
+    #  methods instead of functions for the sake of customizability via
+    #  subclassing.
+
+    def _build_tzinfo(self, tzinfos, tzname, tzoffset):
+        if callable(tzinfos):
+            tzdata = tzinfos(tzname, tzoffset)
+        else:
+            tzdata = tzinfos.get(tzname)
+        # handle case where tzinfo is paased an options that returns None
+        # eg tzinfos = {'BRST' : None}
+        if isinstance(tzdata, datetime.tzinfo) or tzdata is None:
+            tzinfo = tzdata
+        elif isinstance(tzdata, text_type):
+            tzinfo = tz.tzstr(tzdata)
+        elif isinstance(tzdata, integer_types):
+            tzinfo = tz.tzoffset(tzname, tzdata)
+        else:
+            raise TypeError("Offset must be tzinfo subclass, tz string, "
+                            "or int offset.")
+        return tzinfo
+
+    def _build_tzaware(self, naive, res, tzinfos):
+        if (callable(tzinfos) or (tzinfos and res.tzname in tzinfos)):
+            tzinfo = self._build_tzinfo(tzinfos, res.tzname, res.tzoffset)
+            aware = naive.replace(tzinfo=tzinfo)
+            aware = self._assign_tzname(aware, res.tzname)
+
+        elif res.tzname and res.tzname in time.tzname:
+            aware = naive.replace(tzinfo=tz.tzlocal())
+
+            # Handle ambiguous local datetime
+            aware = self._assign_tzname(aware, res.tzname)
+
+            # This is mostly relevant for winter GMT zones parsed in the UK
+            if (aware.tzname() != res.tzname and
+                    res.tzname in self.info.UTCZONE):
+                aware = aware.replace(tzinfo=tz.UTC)
+
+        elif res.tzoffset == 0:
+            aware = naive.replace(tzinfo=tz.UTC)
+
+        elif res.tzoffset:
+            aware = naive.replace(tzinfo=tz.tzoffset(res.tzname, res.tzoffset))
+
+        elif not res.tzname and not res.tzoffset:
+            # i.e. no timezone information was found.
+            aware = naive
+
+        elif res.tzname:
+            # tz-like string was parsed but we don't know what to do
+            # with it
+            warnings.warn("tzname {tzname} identified but not understood.  "
+                          "Pass `tzinfos` argument in order to correctly "
+                          "return a timezone-aware datetime.  In a future "
+                          "version, this will raise an "
+                          "exception.".format(tzname=res.tzname),
+                          category=UnknownTimezoneWarning)
+            aware = naive
+
+        return aware
+
+    def _build_naive(self, res, default):
+        repl = {}
+        for attr in ("year", "month", "day", "hour",
+                     "minute", "second", "microsecond"):
+            value = getattr(res, attr)
+            if value is not None:
+                repl[attr] = value
+
+        if 'day' not in repl:
+            # If the default day exceeds the last day of the month, fall back
+            # to the end of the month.
+            cyear = default.year if res.year is None else res.year
+            cmonth = default.month if res.month is None else res.month
+            cday = default.day if res.day is None else res.day
+
+            if cday > monthrange(cyear, cmonth)[1]:
+                repl['day'] = monthrange(cyear, cmonth)[1]
+
+        naive = default.replace(**repl)
+
+        if res.weekday is not None and not res.day:
+            naive = naive + relativedelta.relativedelta(weekday=res.weekday)
+
+        return naive
+
+    def _assign_tzname(self, dt, tzname):
+        if dt.tzname() != tzname:
+            new_dt = tz.enfold(dt, fold=1)
+            if new_dt.tzname() == tzname:
+                return new_dt
+
+        return dt
+
+    def _recombine_skipped(self, tokens, skipped_idxs):
+        """
+        >>> tokens = ["foo", " ", "bar", " ", "19June2000", "baz"]
+        >>> skipped_idxs = [0, 1, 2, 5]
+        >>> _recombine_skipped(tokens, skipped_idxs)
+        ["foo bar", "baz"]
+        """
+        skipped_tokens = []
+        for i, idx in enumerate(sorted(skipped_idxs)):
+            if i > 0 and idx - 1 == skipped_idxs[i - 1]:
+                skipped_tokens[-1] = skipped_tokens[-1] + tokens[idx]
+            else:
+                skipped_tokens.append(tokens[idx])
+
+        return skipped_tokens
+
+
+DEFAULTPARSER = parser()
+
+
+def parse(timestr, parserinfo=None, **kwargs):
+    """
+
+    Parse a string in one of the supported formats, using the
+    ``parserinfo`` parameters.
+
+    :param timestr:
+        A string containing a date/time stamp.
+
+    :param parserinfo:
+        A :class:`parserinfo` object containing parameters for the parser.
+        If ``None``, the default arguments to the :class:`parserinfo`
+        constructor are used.
+
+    The ``**kwargs`` parameter takes the following keyword arguments:
+
+    :param default:
+        The default datetime object, if this is a datetime object and not
+        ``None``, elements specified in ``timestr`` replace elements in the
+        default object.
+
+    :param ignoretz:
+        If set ``True``, time zones in parsed strings are ignored and a naive
+        :class:`datetime` object is returned.
+
+    :param tzinfos:
+        Additional time zone names / aliases which may be present in the
+        string. This argument maps time zone names (and optionally offsets
+        from those time zones) to time zones. This parameter can be a
+        dictionary with timezone aliases mapping time zone names to time
+        zones or a function taking two parameters (``tzname`` and
+        ``tzoffset``) and returning a time zone.
+
+        The timezones to which the names are mapped can be an integer
+        offset from UTC in seconds or a :class:`tzinfo` object.
+
+        .. doctest::
+           :options: +NORMALIZE_WHITESPACE
+
+            >>> from dateutil.parser import parse
+            >>> from dateutil.tz import gettz
+            >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
+            >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
+            datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
+            >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
+            datetime.datetime(2012, 1, 19, 17, 21,
+                              tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
+
+        This parameter is ignored if ``ignoretz`` is set.
+
+    :param dayfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
+        ``yearfirst`` is set to ``True``, this distinguishes between YDM and
+        YMD. If set to ``None``, this value is retrieved from the current
+        :class:`parserinfo` object (which itself defaults to ``False``).
+
+    :param yearfirst:
+        Whether to interpret the first value in an ambiguous 3-integer date
+        (e.g. 01/05/09) as the year. If ``True``, the first number is taken to
+        be the year, otherwise the last number is taken to be the year. If
+        this is set to ``None``, the value is retrieved from the current
+        :class:`parserinfo` object (which itself defaults to ``False``).
+
+    :param fuzzy:
+        Whether to allow fuzzy parsing, allowing for string like "Today is
+        January 1, 2047 at 8:21:00AM".
+
+    :param fuzzy_with_tokens:
+        If ``True``, ``fuzzy`` is automatically set to True, and the parser
+        will return a tuple where the first element is the parsed
+        :class:`datetime.datetime` datetimestamp and the second element is
+        a tuple containing the portions of the string which were ignored:
+
+        .. doctest::
+
+            >>> from dateutil.parser import parse
+            >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
+            (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
+
+    :return:
+        Returns a :class:`datetime.datetime` object or, if the
+        ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
+        first element being a :class:`datetime.datetime` object, the second
+        a tuple containing the fuzzy tokens.
+
+    :raises ParserError:
+        Raised for invalid or unknown string formats, if the provided
+        :class:`tzinfo` is not in a valid format, or if an invalid date would
+        be created.
+
+    :raises OverflowError:
+        Raised if the parsed date exceeds the largest valid C integer on
+        your system.
+    """
+    if parserinfo:
+        return parser(parserinfo).parse(timestr, **kwargs)
+    else:
+        return DEFAULTPARSER.parse(timestr, **kwargs)
+
+
+class _tzparser(object):
+
+    class _result(_resultbase):
+
+        __slots__ = ["stdabbr", "stdoffset", "dstabbr", "dstoffset",
+                     "start", "end"]
+
+        class _attr(_resultbase):
+            __slots__ = ["month", "week", "weekday",
+                         "yday", "jyday", "day", "time"]
+
+        def __repr__(self):
+            return self._repr("")
+
+        def __init__(self):
+            _resultbase.__init__(self)
+            self.start = self._attr()
+            self.end = self._attr()
+
+    def parse(self, tzstr):
+        res = self._result()
+        l = [x for x in re.split(r'([,:.]|[a-zA-Z]+|[0-9]+)',tzstr) if x]
+        used_idxs = list()
+        try:
+
+            len_l = len(l)
+
+            i = 0
+            while i < len_l:
+                # BRST+3[BRDT[+2]]
+                j = i
+                while j < len_l and not [x for x in l[j]
+                                         if x in "0123456789:,-+"]:
+                    j += 1
+                if j != i:
+                    if not res.stdabbr:
+                        offattr = "stdoffset"
+                        res.stdabbr = "".join(l[i:j])
+                    else:
+                        offattr = "dstoffset"
+                        res.dstabbr = "".join(l[i:j])
+
+                    for ii in range(j):
+                        used_idxs.append(ii)
+                    i = j
+                    if (i < len_l and (l[i] in ('+', '-') or l[i][0] in
+                                       "0123456789")):
+                        if l[i] in ('+', '-'):
+                            # Yes, that's right.  See the TZ variable
+                            # documentation.
+                            signal = (1, -1)[l[i] == '+']
+                            used_idxs.append(i)
+                            i += 1
+                        else:
+                            signal = -1
+                        len_li = len(l[i])
+                        if len_li == 4:
+                            # -0300
+                            setattr(res, offattr, (int(l[i][:2]) * 3600 +
+                                                   int(l[i][2:]) * 60) * signal)
+                        elif i + 1 < len_l and l[i + 1] == ':':
+                            # -03:00
+                            setattr(res, offattr,
+                                    (int(l[i]) * 3600 +
+                                     int(l[i + 2]) * 60) * signal)
+                            used_idxs.append(i)
+                            i += 2
+                        elif len_li <= 2:
+                            # -[0]3
+                            setattr(res, offattr,
+                                    int(l[i][:2]) * 3600 * signal)
+                        else:
+                            return None
+                        used_idxs.append(i)
+                        i += 1
+                    if res.dstabbr:
+                        break
+                else:
+                    break
+
+
+            if i < len_l:
+                for j in range(i, len_l):
+                    if l[j] == ';':
+                        l[j] = ','
+
+                assert l[i] == ','
+
+                i += 1
+
+            if i >= len_l:
+                pass
+            elif (8 <= l.count(',') <= 9 and
+                  not [y for x in l[i:] if x != ','
+                       for y in x if y not in "0123456789+-"]):
+                # GMT0BST,3,0,30,3600,10,0,26,7200[,3600]
+                for x in (res.start, res.end):
+                    x.month = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    if l[i] == '-':
+                        value = int(l[i + 1]) * -1
+                        used_idxs.append(i)
+                        i += 1
+                    else:
+                        value = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    if value:
+                        x.week = value
+                        x.weekday = (int(l[i]) - 1) % 7
+                    else:
+                        x.day = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                    x.time = int(l[i])
+                    used_idxs.append(i)
+                    i += 2
+                if i < len_l:
+                    if l[i] in ('-', '+'):
+                        signal = (-1, 1)[l[i] == "+"]
+                        used_idxs.append(i)
+                        i += 1
+                    else:
+                        signal = 1
+                    used_idxs.append(i)
+                    res.dstoffset = (res.stdoffset + int(l[i]) * signal)
+
+                # This was a made-up format that is not in normal use
+                warn(('Parsed time zone "%s"' % tzstr) +
+                     'is in a non-standard dateutil-specific format, which ' +
+                     'is now deprecated; support for parsing this format ' +
+                     'will be removed in future versions. It is recommended ' +
+                     'that you switch to a standard format like the GNU ' +
+                     'TZ variable format.', tz.DeprecatedTzFormatWarning)
+            elif (l.count(',') == 2 and l[i:].count('/') <= 2 and
+                  not [y for x in l[i:] if x not in (',', '/', 'J', 'M',
+                                                     '.', '-', ':')
+                       for y in x if y not in "0123456789"]):
+                for x in (res.start, res.end):
+                    if l[i] == 'J':
+                        # non-leap year day (1 based)
+                        used_idxs.append(i)
+                        i += 1
+                        x.jyday = int(l[i])
+                    elif l[i] == 'M':
+                        # month[-.]week[-.]weekday
+                        used_idxs.append(i)
+                        i += 1
+                        x.month = int(l[i])
+                        used_idxs.append(i)
+                        i += 1
+                        assert l[i] in ('-', '.')
+                        used_idxs.append(i)
+                        i += 1
+                        x.week = int(l[i])
+                        if x.week == 5:
+                            x.week = -1
+                        used_idxs.append(i)
+                        i += 1
+                        assert l[i] in ('-', '.')
+                        used_idxs.append(i)
+                        i += 1
+                        x.weekday = (int(l[i]) - 1) % 7
+                    else:
+                        # year day (zero based)
+                        x.yday = int(l[i]) + 1
+
+                    used_idxs.append(i)
+                    i += 1
+
+                    if i < len_l and l[i] == '/':
+                        used_idxs.append(i)
+                        i += 1
+                        # start time
+                        len_li = len(l[i])
+                        if len_li == 4:
+                            # -0300
+                            x.time = (int(l[i][:2]) * 3600 +
+                                      int(l[i][2:]) * 60)
+                        elif i + 1 < len_l and l[i + 1] == ':':
+                            # -03:00
+                            x.time = int(l[i]) * 3600 + int(l[i + 2]) * 60
+                            used_idxs.append(i)
+                            i += 2
+                            if i + 1 < len_l and l[i + 1] == ':':
+                                used_idxs.append(i)
+                                i += 2
+                                x.time += int(l[i])
+                        elif len_li <= 2:
+                            # -[0]3
+                            x.time = (int(l[i][:2]) * 3600)
+                        else:
+                            return None
+                        used_idxs.append(i)
+                        i += 1
+
+                    assert i == len_l or l[i] == ','
+
+                    i += 1
+
+                assert i >= len_l
+
+        except (IndexError, ValueError, AssertionError):
+            return None
+
+        unused_idxs = set(range(len_l)).difference(used_idxs)
+        res.any_unused_tokens = not {l[n] for n in unused_idxs}.issubset({",",":"})
+        return res
+
+
+DEFAULTTZPARSER = _tzparser()
+
+
+def _parsetz(tzstr):
+    return DEFAULTTZPARSER.parse(tzstr)
+
+
+class ParserError(ValueError):
+    """Exception subclass used for any failure to parse a datetime string.
+
+    This is a subclass of :py:exc:`ValueError`, and should be raised any time
+    earlier versions of ``dateutil`` would have raised ``ValueError``.
+
+    .. versionadded:: 2.8.1
+    """
+    def __str__(self):
+        try:
+            return self.args[0] % self.args[1:]
+        except (TypeError, IndexError):
+            return super(ParserError, self).__str__()
+
+    def __repr__(self):
+        args = ", ".join("'%s'" % arg for arg in self.args)
+        return "%s(%s)" % (self.__class__.__name__, args)
+
+
+class UnknownTimezoneWarning(RuntimeWarning):
+    """Raised when the parser finds a timezone it cannot parse into a tzinfo.
+
+    .. versionadded:: 2.7.0
+    """
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
new file mode 100644
index 000000000..7060087df
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
@@ -0,0 +1,416 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers a parser for ISO-8601 strings
+
+It is intended to support all valid date, time and datetime formats per the
+ISO-8601 specification.
+
+..versionadded:: 2.7.0
+"""
+from datetime import datetime, timedelta, time, date
+import calendar
+from dateutil import tz
+
+from functools import wraps
+
+import re
+import six
+
+__all__ = ["isoparse", "isoparser"]
+
+
+def _takes_ascii(f):
+    @wraps(f)
+    def func(self, str_in, *args, **kwargs):
+        # If it's a stream, read the whole thing
+        str_in = getattr(str_in, 'read', lambda: str_in)()
+
+        # If it's unicode, turn it into bytes, since ISO-8601 only covers ASCII
+        if isinstance(str_in, six.text_type):
+            # ASCII is the same in UTF-8
+            try:
+                str_in = str_in.encode('ascii')
+            except UnicodeEncodeError as e:
+                msg = 'ISO-8601 strings should contain only ASCII characters'
+                six.raise_from(ValueError(msg), e)
+
+        return f(self, str_in, *args, **kwargs)
+
+    return func
+
+
+class isoparser(object):
+    def __init__(self, sep=None):
+        """
+        :param sep:
+            A single character that separates date and time portions. If
+            ``None``, the parser will accept any single character.
+            For strict ISO-8601 adherence, pass ``'T'``.
+        """
+        if sep is not None:
+            if (len(sep) != 1 or ord(sep) >= 128 or sep in '0123456789'):
+                raise ValueError('Separator must be a single, non-numeric ' +
+                                 'ASCII character')
+
+            sep = sep.encode('ascii')
+
+        self._sep = sep
+
+    @_takes_ascii
+    def isoparse(self, dt_str):
+        """
+        Parse an ISO-8601 datetime string into a :class:`datetime.datetime`.
+
+        An ISO-8601 datetime string consists of a date portion, followed
+        optionally by a time portion - the date and time portions are separated
+        by a single character separator, which is ``T`` in the official
+        standard. Incomplete date formats (such as ``YYYY-MM``) may *not* be
+        combined with a time portion.
+
+        Supported date formats are:
+
+        Common:
+
+        - ``YYYY``
+        - ``YYYY-MM``
+        - ``YYYY-MM-DD`` or ``YYYYMMDD``
+
+        Uncommon:
+
+        - ``YYYY-Www`` or ``YYYYWww`` - ISO week (day defaults to 0)
+        - ``YYYY-Www-D`` or ``YYYYWwwD`` - ISO week and day
+
+        The ISO week and day numbering follows the same logic as
+        :func:`datetime.date.isocalendar`.
+
+        Supported time formats are:
+
+        - ``hh``
+        - ``hh:mm`` or ``hhmm``
+        - ``hh:mm:ss`` or ``hhmmss``
+        - ``hh:mm:ss.ssssss`` (Up to 6 sub-second digits)
+
+        Midnight is a special case for `hh`, as the standard supports both
+        00:00 and 24:00 as a representation. The decimal separator can be
+        either a dot or a comma.
+
+
+        .. caution::
+
+            Support for fractional components other than seconds is part of the
+            ISO-8601 standard, but is not currently implemented in this parser.
+
+        Supported time zone offset formats are:
+
+        - `Z` (UTC)
+        - `±HH:MM`
+        - `±HHMM`
+        - `±HH`
+
+        Offsets will be represented as :class:`dateutil.tz.tzoffset` objects,
+        with the exception of UTC, which will be represented as
+        :class:`dateutil.tz.tzutc`. Time zone offsets equivalent to UTC (such
+        as `+00:00`) will also be represented as :class:`dateutil.tz.tzutc`.
+
+        :param dt_str:
+            A string or stream containing only an ISO-8601 datetime string
+
+        :return:
+            Returns a :class:`datetime.datetime` representing the string.
+            Unspecified components default to their lowest value.
+
+        .. warning::
+
+            As of version 2.7.0, the strictness of the parser should not be
+            considered a stable part of the contract. Any valid ISO-8601 string
+            that parses correctly with the default settings will continue to
+            parse correctly in future versions, but invalid strings that
+            currently fail (e.g. ``2017-01-01T00:00+00:00:00``) are not
+            guaranteed to continue failing in future versions if they encode
+            a valid date.
+
+        .. versionadded:: 2.7.0
+        """
+        components, pos = self._parse_isodate(dt_str)
+
+        if len(dt_str) > pos:
+            if self._sep is None or dt_str[pos:pos + 1] == self._sep:
+                components += self._parse_isotime(dt_str[pos + 1:])
+            else:
+                raise ValueError('String contains unknown ISO components')
+
+        if len(components) > 3 and components[3] == 24:
+            components[3] = 0
+            return datetime(*components) + timedelta(days=1)
+
+        return datetime(*components)
+
+    @_takes_ascii
+    def parse_isodate(self, datestr):
+        """
+        Parse the date portion of an ISO string.
+
+        :param datestr:
+            The string portion of an ISO string, without a separator
+
+        :return:
+            Returns a :class:`datetime.date` object
+        """
+        components, pos = self._parse_isodate(datestr)
+        if pos < len(datestr):
+            raise ValueError('String contains unknown ISO ' +
+                             'components: {!r}'.format(datestr.decode('ascii')))
+        return date(*components)
+
+    @_takes_ascii
+    def parse_isotime(self, timestr):
+        """
+        Parse the time portion of an ISO string.
+
+        :param timestr:
+            The time portion of an ISO string, without a separator
+
+        :return:
+            Returns a :class:`datetime.time` object
+        """
+        components = self._parse_isotime(timestr)
+        if components[0] == 24:
+            components[0] = 0
+        return time(*components)
+
+    @_takes_ascii
+    def parse_tzstr(self, tzstr, zero_as_utc=True):
+        """
+        Parse a valid ISO time zone string.
+
+        See :func:`isoparser.isoparse` for details on supported formats.
+
+        :param tzstr:
+            A string representing an ISO time zone offset
+
+        :param zero_as_utc:
+            Whether to return :class:`dateutil.tz.tzutc` for zero-offset zones
+
+        :return:
+            Returns :class:`dateutil.tz.tzoffset` for offsets and
+            :class:`dateutil.tz.tzutc` for ``Z`` and (if ``zero_as_utc`` is
+            specified) offsets equivalent to UTC.
+        """
+        return self._parse_tzstr(tzstr, zero_as_utc=zero_as_utc)
+
+    # Constants
+    _DATE_SEP = b'-'
+    _TIME_SEP = b':'
+    _FRACTION_REGEX = re.compile(b'[\\.,]([0-9]+)')
+
+    def _parse_isodate(self, dt_str):
+        try:
+            return self._parse_isodate_common(dt_str)
+        except ValueError:
+            return self._parse_isodate_uncommon(dt_str)
+
+    def _parse_isodate_common(self, dt_str):
+        len_str = len(dt_str)
+        components = [1, 1, 1]
+
+        if len_str < 4:
+            raise ValueError('ISO string too short')
+
+        # Year
+        components[0] = int(dt_str[0:4])
+        pos = 4
+        if pos >= len_str:
+            return components, pos
+
+        has_sep = dt_str[pos:pos + 1] == self._DATE_SEP
+        if has_sep:
+            pos += 1
+
+        # Month
+        if len_str - pos < 2:
+            raise ValueError('Invalid common month')
+
+        components[1] = int(dt_str[pos:pos + 2])
+        pos += 2
+
+        if pos >= len_str:
+            if has_sep:
+                return components, pos
+            else:
+                raise ValueError('Invalid ISO format')
+
+        if has_sep:
+            if dt_str[pos:pos + 1] != self._DATE_SEP:
+                raise ValueError('Invalid separator in ISO string')
+            pos += 1
+
+        # Day
+        if len_str - pos < 2:
+            raise ValueError('Invalid common day')
+        components[2] = int(dt_str[pos:pos + 2])
+        return components, pos + 2
+
+    def _parse_isodate_uncommon(self, dt_str):
+        if len(dt_str) < 4:
+            raise ValueError('ISO string too short')
+
+        # All ISO formats start with the year
+        year = int(dt_str[0:4])
+
+        has_sep = dt_str[4:5] == self._DATE_SEP
+
+        pos = 4 + has_sep       # Skip '-' if it's there
+        if dt_str[pos:pos + 1] == b'W':
+            # YYYY-?Www-?D?
+            pos += 1
+            weekno = int(dt_str[pos:pos + 2])
+            pos += 2
+
+            dayno = 1
+            if len(dt_str) > pos:
+                if (dt_str[pos:pos + 1] == self._DATE_SEP) != has_sep:
+                    raise ValueError('Inconsistent use of dash separator')
+
+                pos += has_sep
+
+                dayno = int(dt_str[pos:pos + 1])
+                pos += 1
+
+            base_date = self._calculate_weekdate(year, weekno, dayno)
+        else:
+            # YYYYDDD or YYYY-DDD
+            if len(dt_str) - pos < 3:
+                raise ValueError('Invalid ordinal day')
+
+            ordinal_day = int(dt_str[pos:pos + 3])
+            pos += 3
+
+            if ordinal_day < 1 or ordinal_day > (365 + calendar.isleap(year)):
+                raise ValueError('Invalid ordinal day' +
+                                 ' {} for year {}'.format(ordinal_day, year))
+
+            base_date = date(year, 1, 1) + timedelta(days=ordinal_day - 1)
+
+        components = [base_date.year, base_date.month, base_date.day]
+        return components, pos
+
+    def _calculate_weekdate(self, year, week, day):
+        """
+        Calculate the day of corresponding to the ISO year-week-day calendar.
+
+        This function is effectively the inverse of
+        :func:`datetime.date.isocalendar`.
+
+        :param year:
+            The year in the ISO calendar
+
+        :param week:
+            The week in the ISO calendar - range is [1, 53]
+
+        :param day:
+            The day in the ISO calendar - range is [1 (MON), 7 (SUN)]
+
+        :return:
+            Returns a :class:`datetime.date`
+        """
+        if not 0 < week < 54:
+            raise ValueError('Invalid week: {}'.format(week))
+
+        if not 0 < day < 8:     # Range is 1-7
+            raise ValueError('Invalid weekday: {}'.format(day))
+
+        # Get week 1 for the specific year:
+        jan_4 = date(year, 1, 4)   # Week 1 always has January 4th in it
+        week_1 = jan_4 - timedelta(days=jan_4.isocalendar()[2] - 1)
+
+        # Now add the specific number of weeks and days to get what we want
+        week_offset = (week - 1) * 7 + (day - 1)
+        return week_1 + timedelta(days=week_offset)
+
+    def _parse_isotime(self, timestr):
+        len_str = len(timestr)
+        components = [0, 0, 0, 0, None]
+        pos = 0
+        comp = -1
+
+        if len_str < 2:
+            raise ValueError('ISO time too short')
+
+        has_sep = False
+
+        while pos < len_str and comp < 5:
+            comp += 1
+
+            if timestr[pos:pos + 1] in b'-+Zz':
+                # Detect time zone boundary
+                components[-1] = self._parse_tzstr(timestr[pos:])
+                pos = len_str
+                break
+
+            if comp == 1 and timestr[pos:pos+1] == self._TIME_SEP:
+                has_sep = True
+                pos += 1
+            elif comp == 2 and has_sep:
+                if timestr[pos:pos+1] != self._TIME_SEP:
+                    raise ValueError('Inconsistent use of colon separator')
+                pos += 1
+
+            if comp < 3:
+                # Hour, minute, second
+                components[comp] = int(timestr[pos:pos + 2])
+                pos += 2
+
+            if comp == 3:
+                # Fraction of a second
+                frac = self._FRACTION_REGEX.match(timestr[pos:])
+                if not frac:
+                    continue
+
+                us_str = frac.group(1)[:6]  # Truncate to microseconds
+                components[comp] = int(us_str) * 10**(6 - len(us_str))
+                pos += len(frac.group())
+
+        if pos < len_str:
+            raise ValueError('Unused components in ISO string')
+
+        if components[0] == 24:
+            # Standard supports 00:00 and 24:00 as representations of midnight
+            if any(component != 0 for component in components[1:4]):
+                raise ValueError('Hour may only be 24 at 24:00:00.000')
+
+        return components
+
+    def _parse_tzstr(self, tzstr, zero_as_utc=True):
+        if tzstr == b'Z' or tzstr == b'z':
+            return tz.UTC
+
+        if len(tzstr) not in {3, 5, 6}:
+            raise ValueError('Time zone offset must be 1, 3, 5 or 6 characters')
+
+        if tzstr[0:1] == b'-':
+            mult = -1
+        elif tzstr[0:1] == b'+':
+            mult = 1
+        else:
+            raise ValueError('Time zone offset requires sign')
+
+        hours = int(tzstr[1:3])
+        if len(tzstr) == 3:
+            minutes = 0
+        else:
+            minutes = int(tzstr[(4 if tzstr[3:4] == self._TIME_SEP else 3):])
+
+        if zero_as_utc and hours == 0 and minutes == 0:
+            return tz.UTC
+        else:
+            if minutes > 59:
+                raise ValueError('Invalid minutes in time zone offset')
+
+            if hours > 23:
+                raise ValueError('Invalid hours in time zone offset')
+
+            return tz.tzoffset(None, mult * (hours * 60 + minutes) * 60)
+
+
+DEFAULT_ISOPARSER = isoparser()
+isoparse = DEFAULT_ISOPARSER.isoparse
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
new file mode 100644
index 000000000..cd323a549
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
@@ -0,0 +1,599 @@
+# -*- coding: utf-8 -*-
+import datetime
+import calendar
+
+import operator
+from math import copysign
+
+from six import integer_types
+from warnings import warn
+
+from ._common import weekday
+
+MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
+
+__all__ = ["relativedelta", "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
+
+
+class relativedelta(object):
+    """
+    The relativedelta type is designed to be applied to an existing datetime and
+    can replace specific components of that datetime, or represents an interval
+    of time.
+
+    It is based on the specification of the excellent work done by M.-A. Lemburg
+    in his
+    `mx.DateTime <https://www.egenix.com/products/python/mxBase/mxDateTime/>`_ extension.
+    However, notice that this type does *NOT* implement the same algorithm as
+    his work. Do *NOT* expect it to behave like mx.DateTime's counterpart.
+
+    There are two different ways to build a relativedelta instance. The
+    first one is passing it two date/datetime classes::
+
+        relativedelta(datetime1, datetime2)
+
+    The second one is passing it any number of the following keyword arguments::
+
+        relativedelta(arg1=x,arg2=y,arg3=z...)
+
+        year, month, day, hour, minute, second, microsecond:
+            Absolute information (argument is singular); adding or subtracting a
+            relativedelta with absolute information does not perform an arithmetic
+            operation, but rather REPLACES the corresponding value in the
+            original datetime with the value(s) in relativedelta.
+
+        years, months, weeks, days, hours, minutes, seconds, microseconds:
+            Relative information, may be negative (argument is plural); adding
+            or subtracting a relativedelta with relative information performs
+            the corresponding arithmetic operation on the original datetime value
+            with the information in the relativedelta.
+
+        weekday:
+            One of the weekday instances (MO, TU, etc) available in the
+            relativedelta module. These instances may receive a parameter N,
+            specifying the Nth weekday, which could be positive or negative
+            (like MO(+1) or MO(-2)). Not specifying it is the same as specifying
+            +1. You can also use an integer, where 0=MO. This argument is always
+            relative e.g. if the calculated date is already Monday, using MO(1)
+            or MO(-1) won't change the day. To effectively make it absolute, use
+            it in combination with the day argument (e.g. day=1, MO(1) for first
+            Monday of the month).
+
+        leapdays:
+            Will add given days to the date found, if year is a leap
+            year, and the date found is post 28 of february.
+
+        yearday, nlyearday:
+            Set the yearday or the non-leap year day (jump leap days).
+            These are converted to day/month/leapdays information.
+
+    There are relative and absolute forms of the keyword
+    arguments. The plural is relative, and the singular is
+    absolute. For each argument in the order below, the absolute form
+    is applied first (by setting each attribute to that value) and
+    then the relative form (by adding the value to the attribute).
+
+    The order of attributes considered when this relativedelta is
+    added to a datetime is:
+
+    1. Year
+    2. Month
+    3. Day
+    4. Hours
+    5. Minutes
+    6. Seconds
+    7. Microseconds
+
+    Finally, weekday is applied, using the rule described above.
+
+    For example
+
+    >>> from datetime import datetime
+    >>> from dateutil.relativedelta import relativedelta, MO
+    >>> dt = datetime(2018, 4, 9, 13, 37, 0)
+    >>> delta = relativedelta(hours=25, day=1, weekday=MO(1))
+    >>> dt + delta
+    datetime.datetime(2018, 4, 2, 14, 37)
+
+    First, the day is set to 1 (the first of the month), then 25 hours
+    are added, to get to the 2nd day and 14th hour, finally the
+    weekday is applied, but since the 2nd is already a Monday there is
+    no effect.
+
+    """
+
+    def __init__(self, dt1=None, dt2=None,
+                 years=0, months=0, days=0, leapdays=0, weeks=0,
+                 hours=0, minutes=0, seconds=0, microseconds=0,
+                 year=None, month=None, day=None, weekday=None,
+                 yearday=None, nlyearday=None,
+                 hour=None, minute=None, second=None, microsecond=None):
+
+        if dt1 and dt2:
+            # datetime is a subclass of date. So both must be date
+            if not (isinstance(dt1, datetime.date) and
+                    isinstance(dt2, datetime.date)):
+                raise TypeError("relativedelta only diffs datetime/date")
+
+            # We allow two dates, or two datetimes, so we coerce them to be
+            # of the same type
+            if (isinstance(dt1, datetime.datetime) !=
+                    isinstance(dt2, datetime.datetime)):
+                if not isinstance(dt1, datetime.datetime):
+                    dt1 = datetime.datetime.fromordinal(dt1.toordinal())
+                elif not isinstance(dt2, datetime.datetime):
+                    dt2 = datetime.datetime.fromordinal(dt2.toordinal())
+
+            self.years = 0
+            self.months = 0
+            self.days = 0
+            self.leapdays = 0
+            self.hours = 0
+            self.minutes = 0
+            self.seconds = 0
+            self.microseconds = 0
+            self.year = None
+            self.month = None
+            self.day = None
+            self.weekday = None
+            self.hour = None
+            self.minute = None
+            self.second = None
+            self.microsecond = None
+            self._has_time = 0
+
+            # Get year / month delta between the two
+            months = (dt1.year - dt2.year) * 12 + (dt1.month - dt2.month)
+            self._set_months(months)
+
+            # Remove the year/month delta so the timedelta is just well-defined
+            # time units (seconds, days and microseconds)
+            dtm = self.__radd__(dt2)
+
+            # If we've overshot our target, make an adjustment
+            if dt1 < dt2:
+                compare = operator.gt
+                increment = 1
+            else:
+                compare = operator.lt
+                increment = -1
+
+            while compare(dt1, dtm):
+                months += increment
+                self._set_months(months)
+                dtm = self.__radd__(dt2)
+
+            # Get the timedelta between the "months-adjusted" date and dt1
+            delta = dt1 - dtm
+            self.seconds = delta.seconds + delta.days * 86400
+            self.microseconds = delta.microseconds
+        else:
+            # Check for non-integer values in integer-only quantities
+            if any(x is not None and x != int(x) for x in (years, months)):
+                raise ValueError("Non-integer years and months are "
+                                 "ambiguous and not currently supported.")
+
+            # Relative information
+            self.years = int(years)
+            self.months = int(months)
+            self.days = days + weeks * 7
+            self.leapdays = leapdays
+            self.hours = hours
+            self.minutes = minutes
+            self.seconds = seconds
+            self.microseconds = microseconds
+
+            # Absolute information
+            self.year = year
+            self.month = month
+            self.day = day
+            self.hour = hour
+            self.minute = minute
+            self.second = second
+            self.microsecond = microsecond
+
+            if any(x is not None and int(x) != x
+                   for x in (year, month, day, hour,
+                             minute, second, microsecond)):
+                # For now we'll deprecate floats - later it'll be an error.
+                warn("Non-integer value passed as absolute information. " +
+                     "This is not a well-defined condition and will raise " +
+                     "errors in future versions.", DeprecationWarning)
+
+            if isinstance(weekday, integer_types):
+                self.weekday = weekdays[weekday]
+            else:
+                self.weekday = weekday
+
+            yday = 0
+            if nlyearday:
+                yday = nlyearday
+            elif yearday:
+                yday = yearday
+                if yearday > 59:
+                    self.leapdays = -1
+            if yday:
+                ydayidx = [31, 59, 90, 120, 151, 181, 212,
+                           243, 273, 304, 334, 366]
+                for idx, ydays in enumerate(ydayidx):
+                    if yday <= ydays:
+                        self.month = idx+1
+                        if idx == 0:
+                            self.day = yday
+                        else:
+                            self.day = yday-ydayidx[idx-1]
+                        break
+                else:
+                    raise ValueError("invalid year day (%d)" % yday)
+
+        self._fix()
+
+    def _fix(self):
+        if abs(self.microseconds) > 999999:
+            s = _sign(self.microseconds)
+            div, mod = divmod(self.microseconds * s, 1000000)
+            self.microseconds = mod * s
+            self.seconds += div * s
+        if abs(self.seconds) > 59:
+            s = _sign(self.seconds)
+            div, mod = divmod(self.seconds * s, 60)
+            self.seconds = mod * s
+            self.minutes += div * s
+        if abs(self.minutes) > 59:
+            s = _sign(self.minutes)
+            div, mod = divmod(self.minutes * s, 60)
+            self.minutes = mod * s
+            self.hours += div * s
+        if abs(self.hours) > 23:
+            s = _sign(self.hours)
+            div, mod = divmod(self.hours * s, 24)
+            self.hours = mod * s
+            self.days += div * s
+        if abs(self.months) > 11:
+            s = _sign(self.months)
+            div, mod = divmod(self.months * s, 12)
+            self.months = mod * s
+            self.years += div * s
+        if (self.hours or self.minutes or self.seconds or self.microseconds
+                or self.hour is not None or self.minute is not None or
+                self.second is not None or self.microsecond is not None):
+            self._has_time = 1
+        else:
+            self._has_time = 0
+
+    @property
+    def weeks(self):
+        return int(self.days / 7.0)
+
+    @weeks.setter
+    def weeks(self, value):
+        self.days = self.days - (self.weeks * 7) + value * 7
+
+    def _set_months(self, months):
+        self.months = months
+        if abs(self.months) > 11:
+            s = _sign(self.months)
+            div, mod = divmod(self.months * s, 12)
+            self.months = mod * s
+            self.years = div * s
+        else:
+            self.years = 0
+
+    def normalized(self):
+        """
+        Return a version of this object represented entirely using integer
+        values for the relative attributes.
+
+        >>> relativedelta(days=1.5, hours=2).normalized()
+        relativedelta(days=+1, hours=+14)
+
+        :return:
+            Returns a :class:`dateutil.relativedelta.relativedelta` object.
+        """
+        # Cascade remainders down (rounding each to roughly nearest microsecond)
+        days = int(self.days)
+
+        hours_f = round(self.hours + 24 * (self.days - days), 11)
+        hours = int(hours_f)
+
+        minutes_f = round(self.minutes + 60 * (hours_f - hours), 10)
+        minutes = int(minutes_f)
+
+        seconds_f = round(self.seconds + 60 * (minutes_f - minutes), 8)
+        seconds = int(seconds_f)
+
+        microseconds = round(self.microseconds + 1e6 * (seconds_f - seconds))
+
+        # Constructor carries overflow back up with call to _fix()
+        return self.__class__(years=self.years, months=self.months,
+                              days=days, hours=hours, minutes=minutes,
+                              seconds=seconds, microseconds=microseconds,
+                              leapdays=self.leapdays, year=self.year,
+                              month=self.month, day=self.day,
+                              weekday=self.weekday, hour=self.hour,
+                              minute=self.minute, second=self.second,
+                              microsecond=self.microsecond)
+
+    def __add__(self, other):
+        if isinstance(other, relativedelta):
+            return self.__class__(years=other.years + self.years,
+                                 months=other.months + self.months,
+                                 days=other.days + self.days,
+                                 hours=other.hours + self.hours,
+                                 minutes=other.minutes + self.minutes,
+                                 seconds=other.seconds + self.seconds,
+                                 microseconds=(other.microseconds +
+                                               self.microseconds),
+                                 leapdays=other.leapdays or self.leapdays,
+                                 year=(other.year if other.year is not None
+                                       else self.year),
+                                 month=(other.month if other.month is not None
+                                        else self.month),
+                                 day=(other.day if other.day is not None
+                                      else self.day),
+                                 weekday=(other.weekday if other.weekday is not None
+                                          else self.weekday),
+                                 hour=(other.hour if other.hour is not None
+                                       else self.hour),
+                                 minute=(other.minute if other.minute is not None
+                                         else self.minute),
+                                 second=(other.second if other.second is not None
+                                         else self.second),
+                                 microsecond=(other.microsecond if other.microsecond
+                                              is not None else
+                                              self.microsecond))
+        if isinstance(other, datetime.timedelta):
+            return self.__class__(years=self.years,
+                                  months=self.months,
+                                  days=self.days + other.days,
+                                  hours=self.hours,
+                                  minutes=self.minutes,
+                                  seconds=self.seconds + other.seconds,
+                                  microseconds=self.microseconds + other.microseconds,
+                                  leapdays=self.leapdays,
+                                  year=self.year,
+                                  month=self.month,
+                                  day=self.day,
+                                  weekday=self.weekday,
+                                  hour=self.hour,
+                                  minute=self.minute,
+                                  second=self.second,
+                                  microsecond=self.microsecond)
+        if not isinstance(other, datetime.date):
+            return NotImplemented
+        elif self._has_time and not isinstance(other, datetime.datetime):
+            other = datetime.datetime.fromordinal(other.toordinal())
+        year = (self.year or other.year)+self.years
+        month = self.month or other.month
+        if self.months:
+            assert 1 <= abs(self.months) <= 12
+            month += self.months
+            if month > 12:
+                year += 1
+                month -= 12
+            elif month < 1:
+                year -= 1
+                month += 12
+        day = min(calendar.monthrange(year, month)[1],
+                  self.day or other.day)
+        repl = {"year": year, "month": month, "day": day}
+        for attr in ["hour", "minute", "second", "microsecond"]:
+            value = getattr(self, attr)
+            if value is not None:
+                repl[attr] = value
+        days = self.days
+        if self.leapdays and month > 2 and calendar.isleap(year):
+            days += self.leapdays
+        ret = (other.replace(**repl)
+               + datetime.timedelta(days=days,
+                                    hours=self.hours,
+                                    minutes=self.minutes,
+                                    seconds=self.seconds,
+                                    microseconds=self.microseconds))
+        if self.weekday:
+            weekday, nth = self.weekday.weekday, self.weekday.n or 1
+            jumpdays = (abs(nth) - 1) * 7
+            if nth > 0:
+                jumpdays += (7 - ret.weekday() + weekday) % 7
+            else:
+                jumpdays += (ret.weekday() - weekday) % 7
+                jumpdays *= -1
+            ret += datetime.timedelta(days=jumpdays)
+        return ret
+
+    def __radd__(self, other):
+        return self.__add__(other)
+
+    def __rsub__(self, other):
+        return self.__neg__().__radd__(other)
+
+    def __sub__(self, other):
+        if not isinstance(other, relativedelta):
+            return NotImplemented   # In case the other object defines __rsub__
+        return self.__class__(years=self.years - other.years,
+                             months=self.months - other.months,
+                             days=self.days - other.days,
+                             hours=self.hours - other.hours,
+                             minutes=self.minutes - other.minutes,
+                             seconds=self.seconds - other.seconds,
+                             microseconds=self.microseconds - other.microseconds,
+                             leapdays=self.leapdays or other.leapdays,
+                             year=(self.year if self.year is not None
+                                   else other.year),
+                             month=(self.month if self.month is not None else
+                                    other.month),
+                             day=(self.day if self.day is not None else
+                                  other.day),
+                             weekday=(self.weekday if self.weekday is not None else
+                                      other.weekday),
+                             hour=(self.hour if self.hour is not None else
+                                   other.hour),
+                             minute=(self.minute if self.minute is not None else
+                                     other.minute),
+                             second=(self.second if self.second is not None else
+                                     other.second),
+                             microsecond=(self.microsecond if self.microsecond
+                                          is not None else
+                                          other.microsecond))
+
+    def __abs__(self):
+        return self.__class__(years=abs(self.years),
+                              months=abs(self.months),
+                              days=abs(self.days),
+                              hours=abs(self.hours),
+                              minutes=abs(self.minutes),
+                              seconds=abs(self.seconds),
+                              microseconds=abs(self.microseconds),
+                              leapdays=self.leapdays,
+                              year=self.year,
+                              month=self.month,
+                              day=self.day,
+                              weekday=self.weekday,
+                              hour=self.hour,
+                              minute=self.minute,
+                              second=self.second,
+                              microsecond=self.microsecond)
+
+    def __neg__(self):
+        return self.__class__(years=-self.years,
+                             months=-self.months,
+                             days=-self.days,
+                             hours=-self.hours,
+                             minutes=-self.minutes,
+                             seconds=-self.seconds,
+                             microseconds=-self.microseconds,
+                             leapdays=self.leapdays,
+                             year=self.year,
+                             month=self.month,
+                             day=self.day,
+                             weekday=self.weekday,
+                             hour=self.hour,
+                             minute=self.minute,
+                             second=self.second,
+                             microsecond=self.microsecond)
+
+    def __bool__(self):
+        return not (not self.years and
+                    not self.months and
+                    not self.days and
+                    not self.hours and
+                    not self.minutes and
+                    not self.seconds and
+                    not self.microseconds and
+                    not self.leapdays and
+                    self.year is None and
+                    self.month is None and
+                    self.day is None and
+                    self.weekday is None and
+                    self.hour is None and
+                    self.minute is None and
+                    self.second is None and
+                    self.microsecond is None)
+    # Compatibility with Python 2.x
+    __nonzero__ = __bool__
+
+    def __mul__(self, other):
+        try:
+            f = float(other)
+        except TypeError:
+            return NotImplemented
+
+        return self.__class__(years=int(self.years * f),
+                             months=int(self.months * f),
+                             days=int(self.days * f),
+                             hours=int(self.hours * f),
+                             minutes=int(self.minutes * f),
+                             seconds=int(self.seconds * f),
+                             microseconds=int(self.microseconds * f),
+                             leapdays=self.leapdays,
+                             year=self.year,
+                             month=self.month,
+                             day=self.day,
+                             weekday=self.weekday,
+                             hour=self.hour,
+                             minute=self.minute,
+                             second=self.second,
+                             microsecond=self.microsecond)
+
+    __rmul__ = __mul__
+
+    def __eq__(self, other):
+        if not isinstance(other, relativedelta):
+            return NotImplemented
+        if self.weekday or other.weekday:
+            if not self.weekday or not other.weekday:
+                return False
+            if self.weekday.weekday != other.weekday.weekday:
+                return False
+            n1, n2 = self.weekday.n, other.weekday.n
+            if n1 != n2 and not ((not n1 or n1 == 1) and (not n2 or n2 == 1)):
+                return False
+        return (self.years == other.years and
+                self.months == other.months and
+                self.days == other.days and
+                self.hours == other.hours and
+                self.minutes == other.minutes and
+                self.seconds == other.seconds and
+                self.microseconds == other.microseconds and
+                self.leapdays == other.leapdays and
+                self.year == other.year and
+                self.month == other.month and
+                self.day == other.day and
+                self.hour == other.hour and
+                self.minute == other.minute and
+                self.second == other.second and
+                self.microsecond == other.microsecond)
+
+    def __hash__(self):
+        return hash((
+            self.weekday,
+            self.years,
+            self.months,
+            self.days,
+            self.hours,
+            self.minutes,
+            self.seconds,
+            self.microseconds,
+            self.leapdays,
+            self.year,
+            self.month,
+            self.day,
+            self.hour,
+            self.minute,
+            self.second,
+            self.microsecond,
+        ))
+
+    def __ne__(self, other):
+        return not self.__eq__(other)
+
+    def __div__(self, other):
+        try:
+            reciprocal = 1 / float(other)
+        except TypeError:
+            return NotImplemented
+
+        return self.__mul__(reciprocal)
+
+    __truediv__ = __div__
+
+    def __repr__(self):
+        l = []
+        for attr in ["years", "months", "days", "leapdays",
+                     "hours", "minutes", "seconds", "microseconds"]:
+            value = getattr(self, attr)
+            if value:
+                l.append("{attr}={value:+g}".format(attr=attr, value=value))
+        for attr in ["year", "month", "day", "weekday",
+                     "hour", "minute", "second", "microsecond"]:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("{attr}={value}".format(attr=attr, value=repr(value)))
+        return "{classname}({attrs})".format(classname=self.__class__.__name__,
+                                             attrs=", ".join(l))
+
+
+def _sign(x):
+    return int(copysign(1, x))
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
new file mode 100644
index 000000000..571a0d2bc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
@@ -0,0 +1,1737 @@
+# -*- coding: utf-8 -*-
+"""
+The rrule module offers a small, complete, and very fast, implementation of
+the recurrence rules documented in the
+`iCalendar RFC <https://tools.ietf.org/html/rfc5545>`_,
+including support for caching of results.
+"""
+import calendar
+import datetime
+import heapq
+import itertools
+import re
+import sys
+from functools import wraps
+# For warning about deprecation of until and count
+from warnings import warn
+
+from six import advance_iterator, integer_types
+
+from six.moves import _thread, range
+
+from ._common import weekday as weekdaybase
+
+try:
+    from math import gcd
+except ImportError:
+    from fractions import gcd
+
+__all__ = ["rrule", "rruleset", "rrulestr",
+           "YEARLY", "MONTHLY", "WEEKLY", "DAILY",
+           "HOURLY", "MINUTELY", "SECONDLY",
+           "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
+
+# Every mask is 7 days longer to handle cross-year weekly periods.
+M366MASK = tuple([1]*31+[2]*29+[3]*31+[4]*30+[5]*31+[6]*30 +
+                 [7]*31+[8]*31+[9]*30+[10]*31+[11]*30+[12]*31+[1]*7)
+M365MASK = list(M366MASK)
+M29, M30, M31 = list(range(1, 30)), list(range(1, 31)), list(range(1, 32))
+MDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
+MDAY365MASK = list(MDAY366MASK)
+M29, M30, M31 = list(range(-29, 0)), list(range(-30, 0)), list(range(-31, 0))
+NMDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
+NMDAY365MASK = list(NMDAY366MASK)
+M366RANGE = (0, 31, 60, 91, 121, 152, 182, 213, 244, 274, 305, 335, 366)
+M365RANGE = (0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365)
+WDAYMASK = [0, 1, 2, 3, 4, 5, 6]*55
+del M29, M30, M31, M365MASK[59], MDAY365MASK[59], NMDAY365MASK[31]
+MDAY365MASK = tuple(MDAY365MASK)
+M365MASK = tuple(M365MASK)
+
+FREQNAMES = ['YEARLY', 'MONTHLY', 'WEEKLY', 'DAILY', 'HOURLY', 'MINUTELY', 'SECONDLY']
+
+(YEARLY,
+ MONTHLY,
+ WEEKLY,
+ DAILY,
+ HOURLY,
+ MINUTELY,
+ SECONDLY) = list(range(7))
+
+# Imported on demand.
+easter = None
+parser = None
+
+
+class weekday(weekdaybase):
+    """
+    This version of weekday does not allow n = 0.
+    """
+    def __init__(self, wkday, n=None):
+        if n == 0:
+            raise ValueError("Can't create weekday with n==0")
+
+        super(weekday, self).__init__(wkday, n)
+
+
+MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
+
+
+def _invalidates_cache(f):
+    """
+    Decorator for rruleset methods which may invalidate the
+    cached length.
+    """
+    @wraps(f)
+    def inner_func(self, *args, **kwargs):
+        rv = f(self, *args, **kwargs)
+        self._invalidate_cache()
+        return rv
+
+    return inner_func
+
+
+class rrulebase(object):
+    def __init__(self, cache=False):
+        if cache:
+            self._cache = []
+            self._cache_lock = _thread.allocate_lock()
+            self._invalidate_cache()
+        else:
+            self._cache = None
+            self._cache_complete = False
+            self._len = None
+
+    def __iter__(self):
+        if self._cache_complete:
+            return iter(self._cache)
+        elif self._cache is None:
+            return self._iter()
+        else:
+            return self._iter_cached()
+
+    def _invalidate_cache(self):
+        if self._cache is not None:
+            self._cache = []
+            self._cache_complete = False
+            self._cache_gen = self._iter()
+
+            if self._cache_lock.locked():
+                self._cache_lock.release()
+
+        self._len = None
+
+    def _iter_cached(self):
+        i = 0
+        gen = self._cache_gen
+        cache = self._cache
+        acquire = self._cache_lock.acquire
+        release = self._cache_lock.release
+        while gen:
+            if i == len(cache):
+                acquire()
+                if self._cache_complete:
+                    break
+                try:
+                    for j in range(10):
+                        cache.append(advance_iterator(gen))
+                except StopIteration:
+                    self._cache_gen = gen = None
+                    self._cache_complete = True
+                    break
+                release()
+            yield cache[i]
+            i += 1
+        while i < self._len:
+            yield cache[i]
+            i += 1
+
+    def __getitem__(self, item):
+        if self._cache_complete:
+            return self._cache[item]
+        elif isinstance(item, slice):
+            if item.step and item.step < 0:
+                return list(iter(self))[item]
+            else:
+                return list(itertools.islice(self,
+                                             item.start or 0,
+                                             item.stop or sys.maxsize,
+                                             item.step or 1))
+        elif item >= 0:
+            gen = iter(self)
+            try:
+                for i in range(item+1):
+                    res = advance_iterator(gen)
+            except StopIteration:
+                raise IndexError
+            return res
+        else:
+            return list(iter(self))[item]
+
+    def __contains__(self, item):
+        if self._cache_complete:
+            return item in self._cache
+        else:
+            for i in self:
+                if i == item:
+                    return True
+                elif i > item:
+                    return False
+        return False
+
+    # __len__() introduces a large performance penalty.
+    def count(self):
+        """ Returns the number of recurrences in this set. It will have go
+            through the whole recurrence, if this hasn't been done before. """
+        if self._len is None:
+            for x in self:
+                pass
+        return self._len
+
+    def before(self, dt, inc=False):
+        """ Returns the last recurrence before the given datetime instance. The
+            inc keyword defines what happens if dt is an occurrence. With
+            inc=True, if dt itself is an occurrence, it will be returned. """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        last = None
+        if inc:
+            for i in gen:
+                if i > dt:
+                    break
+                last = i
+        else:
+            for i in gen:
+                if i >= dt:
+                    break
+                last = i
+        return last
+
+    def after(self, dt, inc=False):
+        """ Returns the first recurrence after the given datetime instance. The
+            inc keyword defines what happens if dt is an occurrence. With
+            inc=True, if dt itself is an occurrence, it will be returned.  """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        if inc:
+            for i in gen:
+                if i >= dt:
+                    return i
+        else:
+            for i in gen:
+                if i > dt:
+                    return i
+        return None
+
+    def xafter(self, dt, count=None, inc=False):
+        """
+        Generator which yields up to `count` recurrences after the given
+        datetime instance, equivalent to `after`.
+
+        :param dt:
+            The datetime at which to start generating recurrences.
+
+        :param count:
+            The maximum number of recurrences to generate. If `None` (default),
+            dates are generated until the recurrence rule is exhausted.
+
+        :param inc:
+            If `dt` is an instance of the rule and `inc` is `True`, it is
+            included in the output.
+
+        :yields: Yields a sequence of `datetime` objects.
+        """
+
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+
+        # Select the comparison function
+        if inc:
+            comp = lambda dc, dtc: dc >= dtc
+        else:
+            comp = lambda dc, dtc: dc > dtc
+
+        # Generate dates
+        n = 0
+        for d in gen:
+            if comp(d, dt):
+                if count is not None:
+                    n += 1
+                    if n > count:
+                        break
+
+                yield d
+
+    def between(self, after, before, inc=False, count=1):
+        """ Returns all the occurrences of the rrule between after and before.
+        The inc keyword defines what happens if after and/or before are
+        themselves occurrences. With inc=True, they will be included in the
+        list, if they are found in the recurrence set. """
+        if self._cache_complete:
+            gen = self._cache
+        else:
+            gen = self
+        started = False
+        l = []
+        if inc:
+            for i in gen:
+                if i > before:
+                    break
+                elif not started:
+                    if i >= after:
+                        started = True
+                        l.append(i)
+                else:
+                    l.append(i)
+        else:
+            for i in gen:
+                if i >= before:
+                    break
+                elif not started:
+                    if i > after:
+                        started = True
+                        l.append(i)
+                else:
+                    l.append(i)
+        return l
+
+
+class rrule(rrulebase):
+    """
+    That's the base of the rrule operation. It accepts all the keywords
+    defined in the RFC as its constructor parameters (except byday,
+    which was renamed to byweekday) and more. The constructor prototype is::
+
+            rrule(freq)
+
+    Where freq must be one of YEARLY, MONTHLY, WEEKLY, DAILY, HOURLY, MINUTELY,
+    or SECONDLY.
+
+    .. note::
+        Per RFC section 3.3.10, recurrence instances falling on invalid dates
+        and times are ignored rather than coerced:
+
+            Recurrence rules may generate recurrence instances with an invalid
+            date (e.g., February 30) or nonexistent local time (e.g., 1:30 AM
+            on a day where the local time is moved forward by an hour at 1:00
+            AM).  Such recurrence instances MUST be ignored and MUST NOT be
+            counted as part of the recurrence set.
+
+        This can lead to possibly surprising behavior when, for example, the
+        start date occurs at the end of the month:
+
+        >>> from dateutil.rrule import rrule, MONTHLY
+        >>> from datetime import datetime
+        >>> start_date = datetime(2014, 12, 31)
+        >>> list(rrule(freq=MONTHLY, count=4, dtstart=start_date))
+        ... # doctest: +NORMALIZE_WHITESPACE
+        [datetime.datetime(2014, 12, 31, 0, 0),
+         datetime.datetime(2015, 1, 31, 0, 0),
+         datetime.datetime(2015, 3, 31, 0, 0),
+         datetime.datetime(2015, 5, 31, 0, 0)]
+
+    Additionally, it supports the following keyword arguments:
+
+    :param dtstart:
+        The recurrence start. Besides being the base for the recurrence,
+        missing parameters in the final recurrence instances will also be
+        extracted from this date. If not given, datetime.now() will be used
+        instead.
+    :param interval:
+        The interval between each freq iteration. For example, when using
+        YEARLY, an interval of 2 means once every two years, but with HOURLY,
+        it means once every two hours. The default interval is 1.
+    :param wkst:
+        The week start day. Must be one of the MO, TU, WE constants, or an
+        integer, specifying the first day of the week. This will affect
+        recurrences based on weekly periods. The default week start is got
+        from calendar.firstweekday(), and may be modified by
+        calendar.setfirstweekday().
+    :param count:
+        If given, this determines how many occurrences will be generated.
+
+        .. note::
+            As of version 2.5.0, the use of the keyword ``until`` in conjunction
+            with ``count`` is deprecated, to make sure ``dateutil`` is fully
+            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
+            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
+            **must not** occur in the same call to ``rrule``.
+    :param until:
+        If given, this must be a datetime instance specifying the upper-bound
+        limit of the recurrence. The last recurrence in the rule is the greatest
+        datetime that is less than or equal to the value specified in the
+        ``until`` parameter.
+
+        .. note::
+            As of version 2.5.0, the use of the keyword ``until`` in conjunction
+            with ``count`` is deprecated, to make sure ``dateutil`` is fully
+            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
+            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
+            **must not** occur in the same call to ``rrule``.
+    :param bysetpos:
+        If given, it must be either an integer, or a sequence of integers,
+        positive or negative. Each given integer will specify an occurrence
+        number, corresponding to the nth occurrence of the rule inside the
+        frequency period. For example, a bysetpos of -1 if combined with a
+        MONTHLY frequency, and a byweekday of (MO, TU, WE, TH, FR), will
+        result in the last work day of every month.
+    :param bymonth:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the months to apply the recurrence to.
+    :param bymonthday:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the month days to apply the recurrence to.
+    :param byyearday:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the year days to apply the recurrence to.
+    :param byeaster:
+        If given, it must be either an integer, or a sequence of integers,
+        positive or negative. Each integer will define an offset from the
+        Easter Sunday. Passing the offset 0 to byeaster will yield the Easter
+        Sunday itself. This is an extension to the RFC specification.
+    :param byweekno:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the week numbers to apply the recurrence to. Week numbers
+        have the meaning described in ISO8601, that is, the first week of
+        the year is that containing at least four days of the new year.
+    :param byweekday:
+        If given, it must be either an integer (0 == MO), a sequence of
+        integers, one of the weekday constants (MO, TU, etc), or a sequence
+        of these constants. When given, these variables will define the
+        weekdays where the recurrence will be applied. It's also possible to
+        use an argument n for the weekday instances, which will mean the nth
+        occurrence of this weekday in the period. For example, with MONTHLY,
+        or with YEARLY and BYMONTH, using FR(+1) in byweekday will specify the
+        first friday of the month where the recurrence happens. Notice that in
+        the RFC documentation, this is specified as BYDAY, but was renamed to
+        avoid the ambiguity of that keyword.
+    :param byhour:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the hours to apply the recurrence to.
+    :param byminute:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the minutes to apply the recurrence to.
+    :param bysecond:
+        If given, it must be either an integer, or a sequence of integers,
+        meaning the seconds to apply the recurrence to.
+    :param cache:
+        If given, it must be a boolean value specifying to enable or disable
+        caching of results. If you will use the same rrule instance multiple
+        times, enabling caching will improve the performance considerably.
+     """
+    def __init__(self, freq, dtstart=None,
+                 interval=1, wkst=None, count=None, until=None, bysetpos=None,
+                 bymonth=None, bymonthday=None, byyearday=None, byeaster=None,
+                 byweekno=None, byweekday=None,
+                 byhour=None, byminute=None, bysecond=None,
+                 cache=False):
+        super(rrule, self).__init__(cache)
+        global easter
+        if not dtstart:
+            if until and until.tzinfo:
+                dtstart = datetime.datetime.now(tz=until.tzinfo).replace(microsecond=0)
+            else:
+                dtstart = datetime.datetime.now().replace(microsecond=0)
+        elif not isinstance(dtstart, datetime.datetime):
+            dtstart = datetime.datetime.fromordinal(dtstart.toordinal())
+        else:
+            dtstart = dtstart.replace(microsecond=0)
+        self._dtstart = dtstart
+        self._tzinfo = dtstart.tzinfo
+        self._freq = freq
+        self._interval = interval
+        self._count = count
+
+        # Cache the original byxxx rules, if they are provided, as the _byxxx
+        # attributes do not necessarily map to the inputs, and this can be
+        # a problem in generating the strings. Only store things if they've
+        # been supplied (the string retrieval will just use .get())
+        self._original_rule = {}
+
+        if until and not isinstance(until, datetime.datetime):
+            until = datetime.datetime.fromordinal(until.toordinal())
+        self._until = until
+
+        if self._dtstart and self._until:
+            if (self._dtstart.tzinfo is not None) != (self._until.tzinfo is not None):
+                # According to RFC5545 Section 3.3.10:
+                # https://tools.ietf.org/html/rfc5545#section-3.3.10
+                #
+                # > If the "DTSTART" property is specified as a date with UTC
+                # > time or a date with local time and time zone reference,
+                # > then the UNTIL rule part MUST be specified as a date with
+                # > UTC time.
+                raise ValueError(
+                    'RRULE UNTIL values must be specified in UTC when DTSTART '
+                    'is timezone-aware'
+                )
+
+        if count is not None and until:
+            warn("Using both 'count' and 'until' is inconsistent with RFC 5545"
+                 " and has been deprecated in dateutil. Future versions will "
+                 "raise an error.", DeprecationWarning)
+
+        if wkst is None:
+            self._wkst = calendar.firstweekday()
+        elif isinstance(wkst, integer_types):
+            self._wkst = wkst
+        else:
+            self._wkst = wkst.weekday
+
+        if bysetpos is None:
+            self._bysetpos = None
+        elif isinstance(bysetpos, integer_types):
+            if bysetpos == 0 or not (-366 <= bysetpos <= 366):
+                raise ValueError("bysetpos must be between 1 and 366, "
+                                 "or between -366 and -1")
+            self._bysetpos = (bysetpos,)
+        else:
+            self._bysetpos = tuple(bysetpos)
+            for pos in self._bysetpos:
+                if pos == 0 or not (-366 <= pos <= 366):
+                    raise ValueError("bysetpos must be between 1 and 366, "
+                                     "or between -366 and -1")
+
+        if self._bysetpos:
+            self._original_rule['bysetpos'] = self._bysetpos
+
+        if (byweekno is None and byyearday is None and bymonthday is None and
+                byweekday is None and byeaster is None):
+            if freq == YEARLY:
+                if bymonth is None:
+                    bymonth = dtstart.month
+                    self._original_rule['bymonth'] = None
+                bymonthday = dtstart.day
+                self._original_rule['bymonthday'] = None
+            elif freq == MONTHLY:
+                bymonthday = dtstart.day
+                self._original_rule['bymonthday'] = None
+            elif freq == WEEKLY:
+                byweekday = dtstart.weekday()
+                self._original_rule['byweekday'] = None
+
+        # bymonth
+        if bymonth is None:
+            self._bymonth = None
+        else:
+            if isinstance(bymonth, integer_types):
+                bymonth = (bymonth,)
+
+            self._bymonth = tuple(sorted(set(bymonth)))
+
+            if 'bymonth' not in self._original_rule:
+                self._original_rule['bymonth'] = self._bymonth
+
+        # byyearday
+        if byyearday is None:
+            self._byyearday = None
+        else:
+            if isinstance(byyearday, integer_types):
+                byyearday = (byyearday,)
+
+            self._byyearday = tuple(sorted(set(byyearday)))
+            self._original_rule['byyearday'] = self._byyearday
+
+        # byeaster
+        if byeaster is not None:
+            if not easter:
+                from dateutil import easter
+            if isinstance(byeaster, integer_types):
+                self._byeaster = (byeaster,)
+            else:
+                self._byeaster = tuple(sorted(byeaster))
+
+            self._original_rule['byeaster'] = self._byeaster
+        else:
+            self._byeaster = None
+
+        # bymonthday
+        if bymonthday is None:
+            self._bymonthday = ()
+            self._bynmonthday = ()
+        else:
+            if isinstance(bymonthday, integer_types):
+                bymonthday = (bymonthday,)
+
+            bymonthday = set(bymonthday)            # Ensure it's unique
+
+            self._bymonthday = tuple(sorted(x for x in bymonthday if x > 0))
+            self._bynmonthday = tuple(sorted(x for x in bymonthday if x < 0))
+
+            # Storing positive numbers first, then negative numbers
+            if 'bymonthday' not in self._original_rule:
+                self._original_rule['bymonthday'] = tuple(
+                    itertools.chain(self._bymonthday, self._bynmonthday))
+
+        # byweekno
+        if byweekno is None:
+            self._byweekno = None
+        else:
+            if isinstance(byweekno, integer_types):
+                byweekno = (byweekno,)
+
+            self._byweekno = tuple(sorted(set(byweekno)))
+
+            self._original_rule['byweekno'] = self._byweekno
+
+        # byweekday / bynweekday
+        if byweekday is None:
+            self._byweekday = None
+            self._bynweekday = None
+        else:
+            # If it's one of the valid non-sequence types, convert to a
+            # single-element sequence before the iterator that builds the
+            # byweekday set.
+            if isinstance(byweekday, integer_types) or hasattr(byweekday, "n"):
+                byweekday = (byweekday,)
+
+            self._byweekday = set()
+            self._bynweekday = set()
+            for wday in byweekday:
+                if isinstance(wday, integer_types):
+                    self._byweekday.add(wday)
+                elif not wday.n or freq > MONTHLY:
+                    self._byweekday.add(wday.weekday)
+                else:
+                    self._bynweekday.add((wday.weekday, wday.n))
+
+            if not self._byweekday:
+                self._byweekday = None
+            elif not self._bynweekday:
+                self._bynweekday = None
+
+            if self._byweekday is not None:
+                self._byweekday = tuple(sorted(self._byweekday))
+                orig_byweekday = [weekday(x) for x in self._byweekday]
+            else:
+                orig_byweekday = ()
+
+            if self._bynweekday is not None:
+                self._bynweekday = tuple(sorted(self._bynweekday))
+                orig_bynweekday = [weekday(*x) for x in self._bynweekday]
+            else:
+                orig_bynweekday = ()
+
+            if 'byweekday' not in self._original_rule:
+                self._original_rule['byweekday'] = tuple(itertools.chain(
+                    orig_byweekday, orig_bynweekday))
+
+        # byhour
+        if byhour is None:
+            if freq < HOURLY:
+                self._byhour = {dtstart.hour}
+            else:
+                self._byhour = None
+        else:
+            if isinstance(byhour, integer_types):
+                byhour = (byhour,)
+
+            if freq == HOURLY:
+                self._byhour = self.__construct_byset(start=dtstart.hour,
+                                                      byxxx=byhour,
+                                                      base=24)
+            else:
+                self._byhour = set(byhour)
+
+            self._byhour = tuple(sorted(self._byhour))
+            self._original_rule['byhour'] = self._byhour
+
+        # byminute
+        if byminute is None:
+            if freq < MINUTELY:
+                self._byminute = {dtstart.minute}
+            else:
+                self._byminute = None
+        else:
+            if isinstance(byminute, integer_types):
+                byminute = (byminute,)
+
+            if freq == MINUTELY:
+                self._byminute = self.__construct_byset(start=dtstart.minute,
+                                                        byxxx=byminute,
+                                                        base=60)
+            else:
+                self._byminute = set(byminute)
+
+            self._byminute = tuple(sorted(self._byminute))
+            self._original_rule['byminute'] = self._byminute
+
+        # bysecond
+        if bysecond is None:
+            if freq < SECONDLY:
+                self._bysecond = ((dtstart.second,))
+            else:
+                self._bysecond = None
+        else:
+            if isinstance(bysecond, integer_types):
+                bysecond = (bysecond,)
+
+            self._bysecond = set(bysecond)
+
+            if freq == SECONDLY:
+                self._bysecond = self.__construct_byset(start=dtstart.second,
+                                                        byxxx=bysecond,
+                                                        base=60)
+            else:
+                self._bysecond = set(bysecond)
+
+            self._bysecond = tuple(sorted(self._bysecond))
+            self._original_rule['bysecond'] = self._bysecond
+
+        if self._freq >= HOURLY:
+            self._timeset = None
+        else:
+            self._timeset = []
+            for hour in self._byhour:
+                for minute in self._byminute:
+                    for second in self._bysecond:
+                        self._timeset.append(
+                            datetime.time(hour, minute, second,
+                                          tzinfo=self._tzinfo))
+            self._timeset.sort()
+            self._timeset = tuple(self._timeset)
+
+    def __str__(self):
+        """
+        Output a string that would generate this RRULE if passed to rrulestr.
+        This is mostly compatible with RFC5545, except for the
+        dateutil-specific extension BYEASTER.
+        """
+
+        output = []
+        h, m, s = [None] * 3
+        if self._dtstart:
+            output.append(self._dtstart.strftime('DTSTART:%Y%m%dT%H%M%S'))
+            h, m, s = self._dtstart.timetuple()[3:6]
+
+        parts = ['FREQ=' + FREQNAMES[self._freq]]
+        if self._interval != 1:
+            parts.append('INTERVAL=' + str(self._interval))
+
+        if self._wkst:
+            parts.append('WKST=' + repr(weekday(self._wkst))[0:2])
+
+        if self._count is not None:
+            parts.append('COUNT=' + str(self._count))
+
+        if self._until:
+            parts.append(self._until.strftime('UNTIL=%Y%m%dT%H%M%S'))
+
+        if self._original_rule.get('byweekday') is not None:
+            # The str() method on weekday objects doesn't generate
+            # RFC5545-compliant strings, so we should modify that.
+            original_rule = dict(self._original_rule)
+            wday_strings = []
+            for wday in original_rule['byweekday']:
+                if wday.n:
+                    wday_strings.append('{n:+d}{wday}'.format(
+                        n=wday.n,
+                        wday=repr(wday)[0:2]))
+                else:
+                    wday_strings.append(repr(wday))
+
+            original_rule['byweekday'] = wday_strings
+        else:
+            original_rule = self._original_rule
+
+        partfmt = '{name}={vals}'
+        for name, key in [('BYSETPOS', 'bysetpos'),
+                          ('BYMONTH', 'bymonth'),
+                          ('BYMONTHDAY', 'bymonthday'),
+                          ('BYYEARDAY', 'byyearday'),
+                          ('BYWEEKNO', 'byweekno'),
+                          ('BYDAY', 'byweekday'),
+                          ('BYHOUR', 'byhour'),
+                          ('BYMINUTE', 'byminute'),
+                          ('BYSECOND', 'bysecond'),
+                          ('BYEASTER', 'byeaster')]:
+            value = original_rule.get(key)
+            if value:
+                parts.append(partfmt.format(name=name, vals=(','.join(str(v)
+                                                             for v in value))))
+
+        output.append('RRULE:' + ';'.join(parts))
+        return '\n'.join(output)
+
+    def replace(self, **kwargs):
+        """Return new rrule with same attributes except for those attributes given new
+           values by whichever keyword arguments are specified."""
+        new_kwargs = {"interval": self._interval,
+                      "count": self._count,
+                      "dtstart": self._dtstart,
+                      "freq": self._freq,
+                      "until": self._until,
+                      "wkst": self._wkst,
+                      "cache": False if self._cache is None else True }
+        new_kwargs.update(self._original_rule)
+        new_kwargs.update(kwargs)
+        return rrule(**new_kwargs)
+
+    def _iter(self):
+        year, month, day, hour, minute, second, weekday, yearday, _ = \
+            self._dtstart.timetuple()
+
+        # Some local variables to speed things up a bit
+        freq = self._freq
+        interval = self._interval
+        wkst = self._wkst
+        until = self._until
+        bymonth = self._bymonth
+        byweekno = self._byweekno
+        byyearday = self._byyearday
+        byweekday = self._byweekday
+        byeaster = self._byeaster
+        bymonthday = self._bymonthday
+        bynmonthday = self._bynmonthday
+        bysetpos = self._bysetpos
+        byhour = self._byhour
+        byminute = self._byminute
+        bysecond = self._bysecond
+
+        ii = _iterinfo(self)
+        ii.rebuild(year, month)
+
+        getdayset = {YEARLY: ii.ydayset,
+                     MONTHLY: ii.mdayset,
+                     WEEKLY: ii.wdayset,
+                     DAILY: ii.ddayset,
+                     HOURLY: ii.ddayset,
+                     MINUTELY: ii.ddayset,
+                     SECONDLY: ii.ddayset}[freq]
+
+        if freq < HOURLY:
+            timeset = self._timeset
+        else:
+            gettimeset = {HOURLY: ii.htimeset,
+                          MINUTELY: ii.mtimeset,
+                          SECONDLY: ii.stimeset}[freq]
+            if ((freq >= HOURLY and
+                 self._byhour and hour not in self._byhour) or
+                (freq >= MINUTELY and
+                 self._byminute and minute not in self._byminute) or
+                (freq >= SECONDLY and
+                 self._bysecond and second not in self._bysecond)):
+                timeset = ()
+            else:
+                timeset = gettimeset(hour, minute, second)
+
+        total = 0
+        count = self._count
+        while True:
+            # Get dayset with the right frequency
+            dayset, start, end = getdayset(year, month, day)
+
+            # Do the "hard" work ;-)
+            filtered = False
+            for i in dayset[start:end]:
+                if ((bymonth and ii.mmask[i] not in bymonth) or
+                    (byweekno and not ii.wnomask[i]) or
+                    (byweekday and ii.wdaymask[i] not in byweekday) or
+                    (ii.nwdaymask and not ii.nwdaymask[i]) or
+                    (byeaster and not ii.eastermask[i]) or
+                    ((bymonthday or bynmonthday) and
+                     ii.mdaymask[i] not in bymonthday and
+                     ii.nmdaymask[i] not in bynmonthday) or
+                    (byyearday and
+                     ((i < ii.yearlen and i+1 not in byyearday and
+                       -ii.yearlen+i not in byyearday) or
+                      (i >= ii.yearlen and i+1-ii.yearlen not in byyearday and
+                       -ii.nextyearlen+i-ii.yearlen not in byyearday)))):
+                    dayset[i] = None
+                    filtered = True
+
+            # Output results
+            if bysetpos and timeset:
+                poslist = []
+                for pos in bysetpos:
+                    if pos < 0:
+                        daypos, timepos = divmod(pos, len(timeset))
+                    else:
+                        daypos, timepos = divmod(pos-1, len(timeset))
+                    try:
+                        i = [x for x in dayset[start:end]
+                             if x is not None][daypos]
+                        time = timeset[timepos]
+                    except IndexError:
+                        pass
+                    else:
+                        date = datetime.date.fromordinal(ii.yearordinal+i)
+                        res = datetime.datetime.combine(date, time)
+                        if res not in poslist:
+                            poslist.append(res)
+                poslist.sort()
+                for res in poslist:
+                    if until and res > until:
+                        self._len = total
+                        return
+                    elif res >= self._dtstart:
+                        if count is not None:
+                            count -= 1
+                            if count < 0:
+                                self._len = total
+                                return
+                        total += 1
+                        yield res
+            else:
+                for i in dayset[start:end]:
+                    if i is not None:
+                        date = datetime.date.fromordinal(ii.yearordinal + i)
+                        for time in timeset:
+                            res = datetime.datetime.combine(date, time)
+                            if until and res > until:
+                                self._len = total
+                                return
+                            elif res >= self._dtstart:
+                                if count is not None:
+                                    count -= 1
+                                    if count < 0:
+                                        self._len = total
+                                        return
+
+                                total += 1
+                                yield res
+
+            # Handle frequency and interval
+            fixday = False
+            if freq == YEARLY:
+                year += interval
+                if year > datetime.MAXYEAR:
+                    self._len = total
+                    return
+                ii.rebuild(year, month)
+            elif freq == MONTHLY:
+                month += interval
+                if month > 12:
+                    div, mod = divmod(month, 12)
+                    month = mod
+                    year += div
+                    if month == 0:
+                        month = 12
+                        year -= 1
+                    if year > datetime.MAXYEAR:
+                        self._len = total
+                        return
+                ii.rebuild(year, month)
+            elif freq == WEEKLY:
+                if wkst > weekday:
+                    day += -(weekday+1+(6-wkst))+self._interval*7
+                else:
+                    day += -(weekday-wkst)+self._interval*7
+                weekday = wkst
+                fixday = True
+            elif freq == DAILY:
+                day += interval
+                fixday = True
+            elif freq == HOURLY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    hour += ((23-hour)//interval)*interval
+
+                if byhour:
+                    ndays, hour = self.__mod_distance(value=hour,
+                                                      byxxx=self._byhour,
+                                                      base=24)
+                else:
+                    ndays, hour = divmod(hour+interval, 24)
+
+                if ndays:
+                    day += ndays
+                    fixday = True
+
+                timeset = gettimeset(hour, minute, second)
+            elif freq == MINUTELY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    minute += ((1439-(hour*60+minute))//interval)*interval
+
+                valid = False
+                rep_rate = (24*60)
+                for j in range(rep_rate // gcd(interval, rep_rate)):
+                    if byminute:
+                        nhours, minute = \
+                            self.__mod_distance(value=minute,
+                                                byxxx=self._byminute,
+                                                base=60)
+                    else:
+                        nhours, minute = divmod(minute+interval, 60)
+
+                    div, hour = divmod(hour+nhours, 24)
+                    if div:
+                        day += div
+                        fixday = True
+                        filtered = False
+
+                    if not byhour or hour in byhour:
+                        valid = True
+                        break
+
+                if not valid:
+                    raise ValueError('Invalid combination of interval and ' +
+                                     'byhour resulting in empty rule.')
+
+                timeset = gettimeset(hour, minute, second)
+            elif freq == SECONDLY:
+                if filtered:
+                    # Jump to one iteration before next day
+                    second += (((86399 - (hour * 3600 + minute * 60 + second))
+                                // interval) * interval)
+
+                rep_rate = (24 * 3600)
+                valid = False
+                for j in range(0, rep_rate // gcd(interval, rep_rate)):
+                    if bysecond:
+                        nminutes, second = \
+                            self.__mod_distance(value=second,
+                                                byxxx=self._bysecond,
+                                                base=60)
+                    else:
+                        nminutes, second = divmod(second+interval, 60)
+
+                    div, minute = divmod(minute+nminutes, 60)
+                    if div:
+                        hour += div
+                        div, hour = divmod(hour, 24)
+                        if div:
+                            day += div
+                            fixday = True
+
+                    if ((not byhour or hour in byhour) and
+                            (not byminute or minute in byminute) and
+                            (not bysecond or second in bysecond)):
+                        valid = True
+                        break
+
+                if not valid:
+                    raise ValueError('Invalid combination of interval, ' +
+                                     'byhour and byminute resulting in empty' +
+                                     ' rule.')
+
+                timeset = gettimeset(hour, minute, second)
+
+            if fixday and day > 28:
+                daysinmonth = calendar.monthrange(year, month)[1]
+                if day > daysinmonth:
+                    while day > daysinmonth:
+                        day -= daysinmonth
+                        month += 1
+                        if month == 13:
+                            month = 1
+                            year += 1
+                            if year > datetime.MAXYEAR:
+                                self._len = total
+                                return
+                        daysinmonth = calendar.monthrange(year, month)[1]
+                    ii.rebuild(year, month)
+
+    def __construct_byset(self, start, byxxx, base):
+        """
+        If a `BYXXX` sequence is passed to the constructor at the same level as
+        `FREQ` (e.g. `FREQ=HOURLY,BYHOUR={2,4,7},INTERVAL=3`), there are some
+        specifications which cannot be reached given some starting conditions.
+
+        This occurs whenever the interval is not coprime with the base of a
+        given unit and the difference between the starting position and the
+        ending position is not coprime with the greatest common denominator
+        between the interval and the base. For example, with a FREQ of hourly
+        starting at 17:00 and an interval of 4, the only valid values for
+        BYHOUR would be {21, 1, 5, 9, 13, 17}, because 4 and 24 are not
+        coprime.
+
+        :param start:
+            Specifies the starting position.
+        :param byxxx:
+            An iterable containing the list of allowed values.
+        :param base:
+            The largest allowable value for the specified frequency (e.g.
+            24 hours, 60 minutes).
+
+        This does not preserve the type of the iterable, returning a set, since
+        the values should be unique and the order is irrelevant, this will
+        speed up later lookups.
+
+        In the event of an empty set, raises a :exception:`ValueError`, as this
+        results in an empty rrule.
+        """
+
+        cset = set()
+
+        # Support a single byxxx value.
+        if isinstance(byxxx, integer_types):
+            byxxx = (byxxx, )
+
+        for num in byxxx:
+            i_gcd = gcd(self._interval, base)
+            # Use divmod rather than % because we need to wrap negative nums.
+            if i_gcd == 1 or divmod(num - start, i_gcd)[1] == 0:
+                cset.add(num)
+
+        if len(cset) == 0:
+            raise ValueError("Invalid rrule byxxx generates an empty set.")
+
+        return cset
+
+    def __mod_distance(self, value, byxxx, base):
+        """
+        Calculates the next value in a sequence where the `FREQ` parameter is
+        specified along with a `BYXXX` parameter at the same "level"
+        (e.g. `HOURLY` specified with `BYHOUR`).
+
+        :param value:
+            The old value of the component.
+        :param byxxx:
+            The `BYXXX` set, which should have been generated by
+            `rrule._construct_byset`, or something else which checks that a
+            valid rule is present.
+        :param base:
+            The largest allowable value for the specified frequency (e.g.
+            24 hours, 60 minutes).
+
+        If a valid value is not found after `base` iterations (the maximum
+        number before the sequence would start to repeat), this raises a
+        :exception:`ValueError`, as no valid values were found.
+
+        This returns a tuple of `divmod(n*interval, base)`, where `n` is the
+        smallest number of `interval` repetitions until the next specified
+        value in `byxxx` is found.
+        """
+        accumulator = 0
+        for ii in range(1, base + 1):
+            # Using divmod() over % to account for negative intervals
+            div, value = divmod(value + self._interval, base)
+            accumulator += div
+            if value in byxxx:
+                return (accumulator, value)
+
+
+class _iterinfo(object):
+    __slots__ = ["rrule", "lastyear", "lastmonth",
+                 "yearlen", "nextyearlen", "yearordinal", "yearweekday",
+                 "mmask", "mrange", "mdaymask", "nmdaymask",
+                 "wdaymask", "wnomask", "nwdaymask", "eastermask"]
+
+    def __init__(self, rrule):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+        self.rrule = rrule
+
+    def rebuild(self, year, month):
+        # Every mask is 7 days longer to handle cross-year weekly periods.
+        rr = self.rrule
+        if year != self.lastyear:
+            self.yearlen = 365 + calendar.isleap(year)
+            self.nextyearlen = 365 + calendar.isleap(year + 1)
+            firstyday = datetime.date(year, 1, 1)
+            self.yearordinal = firstyday.toordinal()
+            self.yearweekday = firstyday.weekday()
+
+            wday = datetime.date(year, 1, 1).weekday()
+            if self.yearlen == 365:
+                self.mmask = M365MASK
+                self.mdaymask = MDAY365MASK
+                self.nmdaymask = NMDAY365MASK
+                self.wdaymask = WDAYMASK[wday:]
+                self.mrange = M365RANGE
+            else:
+                self.mmask = M366MASK
+                self.mdaymask = MDAY366MASK
+                self.nmdaymask = NMDAY366MASK
+                self.wdaymask = WDAYMASK[wday:]
+                self.mrange = M366RANGE
+
+            if not rr._byweekno:
+                self.wnomask = None
+            else:
+                self.wnomask = [0]*(self.yearlen+7)
+                # no1wkst = firstwkst = self.wdaymask.index(rr._wkst)
+                no1wkst = firstwkst = (7-self.yearweekday+rr._wkst) % 7
+                if no1wkst >= 4:
+                    no1wkst = 0
+                    # Number of days in the year, plus the days we got
+                    # from last year.
+                    wyearlen = self.yearlen+(self.yearweekday-rr._wkst) % 7
+                else:
+                    # Number of days in the year, minus the days we
+                    # left in last year.
+                    wyearlen = self.yearlen-no1wkst
+                div, mod = divmod(wyearlen, 7)
+                numweeks = div+mod//4
+                for n in rr._byweekno:
+                    if n < 0:
+                        n += numweeks+1
+                    if not (0 < n <= numweeks):
+                        continue
+                    if n > 1:
+                        i = no1wkst+(n-1)*7
+                        if no1wkst != firstwkst:
+                            i -= 7-firstwkst
+                    else:
+                        i = no1wkst
+                    for j in range(7):
+                        self.wnomask[i] = 1
+                        i += 1
+                        if self.wdaymask[i] == rr._wkst:
+                            break
+                if 1 in rr._byweekno:
+                    # Check week number 1 of next year as well
+                    # TODO: Check -numweeks for next year.
+                    i = no1wkst+numweeks*7
+                    if no1wkst != firstwkst:
+                        i -= 7-firstwkst
+                    if i < self.yearlen:
+                        # If week starts in next year, we
+                        # don't care about it.
+                        for j in range(7):
+                            self.wnomask[i] = 1
+                            i += 1
+                            if self.wdaymask[i] == rr._wkst:
+                                break
+                if no1wkst:
+                    # Check last week number of last year as
+                    # well. If no1wkst is 0, either the year
+                    # started on week start, or week number 1
+                    # got days from last year, so there are no
+                    # days from last year's last week number in
+                    # this year.
+                    if -1 not in rr._byweekno:
+                        lyearweekday = datetime.date(year-1, 1, 1).weekday()
+                        lno1wkst = (7-lyearweekday+rr._wkst) % 7
+                        lyearlen = 365+calendar.isleap(year-1)
+                        if lno1wkst >= 4:
+                            lno1wkst = 0
+                            lnumweeks = 52+(lyearlen +
+                                            (lyearweekday-rr._wkst) % 7) % 7//4
+                        else:
+                            lnumweeks = 52+(self.yearlen-no1wkst) % 7//4
+                    else:
+                        lnumweeks = -1
+                    if lnumweeks in rr._byweekno:
+                        for i in range(no1wkst):
+                            self.wnomask[i] = 1
+
+        if (rr._bynweekday and (month != self.lastmonth or
+                                year != self.lastyear)):
+            ranges = []
+            if rr._freq == YEARLY:
+                if rr._bymonth:
+                    for month in rr._bymonth:
+                        ranges.append(self.mrange[month-1:month+1])
+                else:
+                    ranges = [(0, self.yearlen)]
+            elif rr._freq == MONTHLY:
+                ranges = [self.mrange[month-1:month+1]]
+            if ranges:
+                # Weekly frequency won't get here, so we may not
+                # care about cross-year weekly periods.
+                self.nwdaymask = [0]*self.yearlen
+                for first, last in ranges:
+                    last -= 1
+                    for wday, n in rr._bynweekday:
+                        if n < 0:
+                            i = last+(n+1)*7
+                            i -= (self.wdaymask[i]-wday) % 7
+                        else:
+                            i = first+(n-1)*7
+                            i += (7-self.wdaymask[i]+wday) % 7
+                        if first <= i <= last:
+                            self.nwdaymask[i] = 1
+
+        if rr._byeaster:
+            self.eastermask = [0]*(self.yearlen+7)
+            eyday = easter.easter(year).toordinal()-self.yearordinal
+            for offset in rr._byeaster:
+                self.eastermask[eyday+offset] = 1
+
+        self.lastyear = year
+        self.lastmonth = month
+
+    def ydayset(self, year, month, day):
+        return list(range(self.yearlen)), 0, self.yearlen
+
+    def mdayset(self, year, month, day):
+        dset = [None]*self.yearlen
+        start, end = self.mrange[month-1:month+1]
+        for i in range(start, end):
+            dset[i] = i
+        return dset, start, end
+
+    def wdayset(self, year, month, day):
+        # We need to handle cross-year weeks here.
+        dset = [None]*(self.yearlen+7)
+        i = datetime.date(year, month, day).toordinal()-self.yearordinal
+        start = i
+        for j in range(7):
+            dset[i] = i
+            i += 1
+            # if (not (0 <= i < self.yearlen) or
+            #    self.wdaymask[i] == self.rrule._wkst):
+            # This will cross the year boundary, if necessary.
+            if self.wdaymask[i] == self.rrule._wkst:
+                break
+        return dset, start, i
+
+    def ddayset(self, year, month, day):
+        dset = [None] * self.yearlen
+        i = datetime.date(year, month, day).toordinal() - self.yearordinal
+        dset[i] = i
+        return dset, i, i + 1
+
+    def htimeset(self, hour, minute, second):
+        tset = []
+        rr = self.rrule
+        for minute in rr._byminute:
+            for second in rr._bysecond:
+                tset.append(datetime.time(hour, minute, second,
+                                          tzinfo=rr._tzinfo))
+        tset.sort()
+        return tset
+
+    def mtimeset(self, hour, minute, second):
+        tset = []
+        rr = self.rrule
+        for second in rr._bysecond:
+            tset.append(datetime.time(hour, minute, second, tzinfo=rr._tzinfo))
+        tset.sort()
+        return tset
+
+    def stimeset(self, hour, minute, second):
+        return (datetime.time(hour, minute, second,
+                tzinfo=self.rrule._tzinfo),)
+
+
+class rruleset(rrulebase):
+    """ The rruleset type allows more complex recurrence setups, mixing
+    multiple rules, dates, exclusion rules, and exclusion dates. The type
+    constructor takes the following keyword arguments:
+
+    :param cache: If True, caching of results will be enabled, improving
+                  performance of multiple queries considerably. """
+
+    class _genitem(object):
+        def __init__(self, genlist, gen):
+            try:
+                self.dt = advance_iterator(gen)
+                genlist.append(self)
+            except StopIteration:
+                pass
+            self.genlist = genlist
+            self.gen = gen
+
+        def __next__(self):
+            try:
+                self.dt = advance_iterator(self.gen)
+            except StopIteration:
+                if self.genlist[0] is self:
+                    heapq.heappop(self.genlist)
+                else:
+                    self.genlist.remove(self)
+                    heapq.heapify(self.genlist)
+
+        next = __next__
+
+        def __lt__(self, other):
+            return self.dt < other.dt
+
+        def __gt__(self, other):
+            return self.dt > other.dt
+
+        def __eq__(self, other):
+            return self.dt == other.dt
+
+        def __ne__(self, other):
+            return self.dt != other.dt
+
+    def __init__(self, cache=False):
+        super(rruleset, self).__init__(cache)
+        self._rrule = []
+        self._rdate = []
+        self._exrule = []
+        self._exdate = []
+
+    @_invalidates_cache
+    def rrule(self, rrule):
+        """ Include the given :py:class:`rrule` instance in the recurrence set
+            generation. """
+        self._rrule.append(rrule)
+
+    @_invalidates_cache
+    def rdate(self, rdate):
+        """ Include the given :py:class:`datetime` instance in the recurrence
+            set generation. """
+        self._rdate.append(rdate)
+
+    @_invalidates_cache
+    def exrule(self, exrule):
+        """ Include the given rrule instance in the recurrence set exclusion
+            list. Dates which are part of the given recurrence rules will not
+            be generated, even if some inclusive rrule or rdate matches them.
+        """
+        self._exrule.append(exrule)
+
+    @_invalidates_cache
+    def exdate(self, exdate):
+        """ Include the given datetime instance in the recurrence set
+            exclusion list. Dates included that way will not be generated,
+            even if some inclusive rrule or rdate matches them. """
+        self._exdate.append(exdate)
+
+    def _iter(self):
+        rlist = []
+        self._rdate.sort()
+        self._genitem(rlist, iter(self._rdate))
+        for gen in [iter(x) for x in self._rrule]:
+            self._genitem(rlist, gen)
+        exlist = []
+        self._exdate.sort()
+        self._genitem(exlist, iter(self._exdate))
+        for gen in [iter(x) for x in self._exrule]:
+            self._genitem(exlist, gen)
+        lastdt = None
+        total = 0
+        heapq.heapify(rlist)
+        heapq.heapify(exlist)
+        while rlist:
+            ritem = rlist[0]
+            if not lastdt or lastdt != ritem.dt:
+                while exlist and exlist[0] < ritem:
+                    exitem = exlist[0]
+                    advance_iterator(exitem)
+                    if exlist and exlist[0] is exitem:
+                        heapq.heapreplace(exlist, exitem)
+                if not exlist or ritem != exlist[0]:
+                    total += 1
+                    yield ritem.dt
+                lastdt = ritem.dt
+            advance_iterator(ritem)
+            if rlist and rlist[0] is ritem:
+                heapq.heapreplace(rlist, ritem)
+        self._len = total
+
+
+
+
+class _rrulestr(object):
+    """ Parses a string representation of a recurrence rule or set of
+    recurrence rules.
+
+    :param s:
+        Required, a string defining one or more recurrence rules.
+
+    :param dtstart:
+        If given, used as the default recurrence start if not specified in the
+        rule string.
+
+    :param cache:
+        If set ``True`` caching of results will be enabled, improving
+        performance of multiple queries considerably.
+
+    :param unfold:
+        If set ``True`` indicates that a rule string is split over more
+        than one line and should be joined before processing.
+
+    :param forceset:
+        If set ``True`` forces a :class:`dateutil.rrule.rruleset` to
+        be returned.
+
+    :param compatible:
+        If set ``True`` forces ``unfold`` and ``forceset`` to be ``True``.
+
+    :param ignoretz:
+        If set ``True``, time zones in parsed strings are ignored and a naive
+        :class:`datetime.datetime` object is returned.
+
+    :param tzids:
+        If given, a callable or mapping used to retrieve a
+        :class:`datetime.tzinfo` from a string representation.
+        Defaults to :func:`dateutil.tz.gettz`.
+
+    :param tzinfos:
+        Additional time zone names / aliases which may be present in a string
+        representation.  See :func:`dateutil.parser.parse` for more
+        information.
+
+    :return:
+        Returns a :class:`dateutil.rrule.rruleset` or
+        :class:`dateutil.rrule.rrule`
+    """
+
+    _freq_map = {"YEARLY": YEARLY,
+                 "MONTHLY": MONTHLY,
+                 "WEEKLY": WEEKLY,
+                 "DAILY": DAILY,
+                 "HOURLY": HOURLY,
+                 "MINUTELY": MINUTELY,
+                 "SECONDLY": SECONDLY}
+
+    _weekday_map = {"MO": 0, "TU": 1, "WE": 2, "TH": 3,
+                    "FR": 4, "SA": 5, "SU": 6}
+
+    def _handle_int(self, rrkwargs, name, value, **kwargs):
+        rrkwargs[name.lower()] = int(value)
+
+    def _handle_int_list(self, rrkwargs, name, value, **kwargs):
+        rrkwargs[name.lower()] = [int(x) for x in value.split(',')]
+
+    _handle_INTERVAL = _handle_int
+    _handle_COUNT = _handle_int
+    _handle_BYSETPOS = _handle_int_list
+    _handle_BYMONTH = _handle_int_list
+    _handle_BYMONTHDAY = _handle_int_list
+    _handle_BYYEARDAY = _handle_int_list
+    _handle_BYEASTER = _handle_int_list
+    _handle_BYWEEKNO = _handle_int_list
+    _handle_BYHOUR = _handle_int_list
+    _handle_BYMINUTE = _handle_int_list
+    _handle_BYSECOND = _handle_int_list
+
+    def _handle_FREQ(self, rrkwargs, name, value, **kwargs):
+        rrkwargs["freq"] = self._freq_map[value]
+
+    def _handle_UNTIL(self, rrkwargs, name, value, **kwargs):
+        global parser
+        if not parser:
+            from dateutil import parser
+        try:
+            rrkwargs["until"] = parser.parse(value,
+                                             ignoretz=kwargs.get("ignoretz"),
+                                             tzinfos=kwargs.get("tzinfos"))
+        except ValueError:
+            raise ValueError("invalid until date")
+
+    def _handle_WKST(self, rrkwargs, name, value, **kwargs):
+        rrkwargs["wkst"] = self._weekday_map[value]
+
+    def _handle_BYWEEKDAY(self, rrkwargs, name, value, **kwargs):
+        """
+        Two ways to specify this: +1MO or MO(+1)
+        """
+        l = []
+        for wday in value.split(','):
+            if '(' in wday:
+                # If it's of the form TH(+1), etc.
+                splt = wday.split('(')
+                w = splt[0]
+                n = int(splt[1][:-1])
+            elif len(wday):
+                # If it's of the form +1MO
+                for i in range(len(wday)):
+                    if wday[i] not in '+-0123456789':
+                        break
+                n = wday[:i] or None
+                w = wday[i:]
+                if n:
+                    n = int(n)
+            else:
+                raise ValueError("Invalid (empty) BYDAY specification.")
+
+            l.append(weekdays[self._weekday_map[w]](n))
+        rrkwargs["byweekday"] = l
+
+    _handle_BYDAY = _handle_BYWEEKDAY
+
+    def _parse_rfc_rrule(self, line,
+                         dtstart=None,
+                         cache=False,
+                         ignoretz=False,
+                         tzinfos=None):
+        if line.find(':') != -1:
+            name, value = line.split(':')
+            if name != "RRULE":
+                raise ValueError("unknown parameter name")
+        else:
+            value = line
+        rrkwargs = {}
+        for pair in value.split(';'):
+            name, value = pair.split('=')
+            name = name.upper()
+            value = value.upper()
+            try:
+                getattr(self, "_handle_"+name)(rrkwargs, name, value,
+                                               ignoretz=ignoretz,
+                                               tzinfos=tzinfos)
+            except AttributeError:
+                raise ValueError("unknown parameter '%s'" % name)
+            except (KeyError, ValueError):
+                raise ValueError("invalid '%s': %s" % (name, value))
+        return rrule(dtstart=dtstart, cache=cache, **rrkwargs)
+
+    def _parse_date_value(self, date_value, parms, rule_tzids,
+                          ignoretz, tzids, tzinfos):
+        global parser
+        if not parser:
+            from dateutil import parser
+
+        datevals = []
+        value_found = False
+        TZID = None
+
+        for parm in parms:
+            if parm.startswith("TZID="):
+                try:
+                    tzkey = rule_tzids[parm.split('TZID=')[-1]]
+                except KeyError:
+                    continue
+                if tzids is None:
+                    from . import tz
+                    tzlookup = tz.gettz
+                elif callable(tzids):
+                    tzlookup = tzids
+                else:
+                    tzlookup = getattr(tzids, 'get', None)
+                    if tzlookup is None:
+                        msg = ('tzids must be a callable, mapping, or None, '
+                               'not %s' % tzids)
+                        raise ValueError(msg)
+
+                TZID = tzlookup(tzkey)
+                continue
+
+            # RFC 5445 3.8.2.4: The VALUE parameter is optional, but may be found
+            # only once.
+            if parm not in {"VALUE=DATE-TIME", "VALUE=DATE"}:
+                raise ValueError("unsupported parm: " + parm)
+            else:
+                if value_found:
+                    msg = ("Duplicate value parameter found in: " + parm)
+                    raise ValueError(msg)
+                value_found = True
+
+        for datestr in date_value.split(','):
+            date = parser.parse(datestr, ignoretz=ignoretz, tzinfos=tzinfos)
+            if TZID is not None:
+                if date.tzinfo is None:
+                    date = date.replace(tzinfo=TZID)
+                else:
+                    raise ValueError('DTSTART/EXDATE specifies multiple timezone')
+            datevals.append(date)
+
+        return datevals
+
+    def _parse_rfc(self, s,
+                   dtstart=None,
+                   cache=False,
+                   unfold=False,
+                   forceset=False,
+                   compatible=False,
+                   ignoretz=False,
+                   tzids=None,
+                   tzinfos=None):
+        global parser
+        if compatible:
+            forceset = True
+            unfold = True
+
+        TZID_NAMES = dict(map(
+            lambda x: (x.upper(), x),
+            re.findall('TZID=(?P<name>[^:]+):', s)
+        ))
+        s = s.upper()
+        if not s.strip():
+            raise ValueError("empty string")
+        if unfold:
+            lines = s.splitlines()
+            i = 0
+            while i < len(lines):
+                line = lines[i].rstrip()
+                if not line:
+                    del lines[i]
+                elif i > 0 and line[0] == " ":
+                    lines[i-1] += line[1:]
+                    del lines[i]
+                else:
+                    i += 1
+        else:
+            lines = s.split()
+        if (not forceset and len(lines) == 1 and (s.find(':') == -1 or
+                                                  s.startswith('RRULE:'))):
+            return self._parse_rfc_rrule(lines[0], cache=cache,
+                                         dtstart=dtstart, ignoretz=ignoretz,
+                                         tzinfos=tzinfos)
+        else:
+            rrulevals = []
+            rdatevals = []
+            exrulevals = []
+            exdatevals = []
+            for line in lines:
+                if not line:
+                    continue
+                if line.find(':') == -1:
+                    name = "RRULE"
+                    value = line
+                else:
+                    name, value = line.split(':', 1)
+                parms = name.split(';')
+                if not parms:
+                    raise ValueError("empty property name")
+                name = parms[0]
+                parms = parms[1:]
+                if name == "RRULE":
+                    for parm in parms:
+                        raise ValueError("unsupported RRULE parm: "+parm)
+                    rrulevals.append(value)
+                elif name == "RDATE":
+                    for parm in parms:
+                        if parm != "VALUE=DATE-TIME":
+                            raise ValueError("unsupported RDATE parm: "+parm)
+                    rdatevals.append(value)
+                elif name == "EXRULE":
+                    for parm in parms:
+                        raise ValueError("unsupported EXRULE parm: "+parm)
+                    exrulevals.append(value)
+                elif name == "EXDATE":
+                    exdatevals.extend(
+                        self._parse_date_value(value, parms,
+                                               TZID_NAMES, ignoretz,
+                                               tzids, tzinfos)
+                    )
+                elif name == "DTSTART":
+                    dtvals = self._parse_date_value(value, parms, TZID_NAMES,
+                                                    ignoretz, tzids, tzinfos)
+                    if len(dtvals) != 1:
+                        raise ValueError("Multiple DTSTART values specified:" +
+                                         value)
+                    dtstart = dtvals[0]
+                else:
+                    raise ValueError("unsupported property: "+name)
+            if (forceset or len(rrulevals) > 1 or rdatevals
+                    or exrulevals or exdatevals):
+                if not parser and (rdatevals or exdatevals):
+                    from dateutil import parser
+                rset = rruleset(cache=cache)
+                for value in rrulevals:
+                    rset.rrule(self._parse_rfc_rrule(value, dtstart=dtstart,
+                                                     ignoretz=ignoretz,
+                                                     tzinfos=tzinfos))
+                for value in rdatevals:
+                    for datestr in value.split(','):
+                        rset.rdate(parser.parse(datestr,
+                                                ignoretz=ignoretz,
+                                                tzinfos=tzinfos))
+                for value in exrulevals:
+                    rset.exrule(self._parse_rfc_rrule(value, dtstart=dtstart,
+                                                      ignoretz=ignoretz,
+                                                      tzinfos=tzinfos))
+                for value in exdatevals:
+                    rset.exdate(value)
+                if compatible and dtstart:
+                    rset.rdate(dtstart)
+                return rset
+            else:
+                return self._parse_rfc_rrule(rrulevals[0],
+                                             dtstart=dtstart,
+                                             cache=cache,
+                                             ignoretz=ignoretz,
+                                             tzinfos=tzinfos)
+
+    def __call__(self, s, **kwargs):
+        return self._parse_rfc(s, **kwargs)
+
+
+rrulestr = _rrulestr()
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
new file mode 100644
index 000000000..af1352c47
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
@@ -0,0 +1,12 @@
+# -*- coding: utf-8 -*-
+from .tz import *
+from .tz import __doc__
+
+__all__ = ["tzutc", "tzoffset", "tzlocal", "tzfile", "tzrange",
+           "tzstr", "tzical", "tzwin", "tzwinlocal", "gettz",
+           "enfold", "datetime_ambiguous", "datetime_exists",
+           "resolve_imaginary", "UTC", "DeprecatedTzFormatWarning"]
+
+
+class DeprecatedTzFormatWarning(Warning):
+    """Warning raised when time zones are parsed from deprecated formats."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
new file mode 100644
index 000000000..e6ac11831
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
@@ -0,0 +1,419 @@
+from six import PY2
+
+from functools import wraps
+
+from datetime import datetime, timedelta, tzinfo
+
+
+ZERO = timedelta(0)
+
+__all__ = ['tzname_in_python2', 'enfold']
+
+
+def tzname_in_python2(namefunc):
+    """Change unicode output into bytestrings in Python 2
+
+    tzname() API changed in Python 3. It used to return bytes, but was changed
+    to unicode strings
+    """
+    if PY2:
+        @wraps(namefunc)
+        def adjust_encoding(*args, **kwargs):
+            name = namefunc(*args, **kwargs)
+            if name is not None:
+                name = name.encode()
+
+            return name
+
+        return adjust_encoding
+    else:
+        return namefunc
+
+
+# The following is adapted from Alexander Belopolsky's tz library
+# https://github.com/abalkin/tz
+if hasattr(datetime, 'fold'):
+    # This is the pre-python 3.6 fold situation
+    def enfold(dt, fold=1):
+        """
+        Provides a unified interface for assigning the ``fold`` attribute to
+        datetimes both before and after the implementation of PEP-495.
+
+        :param fold:
+            The value for the ``fold`` attribute in the returned datetime. This
+            should be either 0 or 1.
+
+        :return:
+            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
+            ``fold`` for all versions of Python. In versions prior to
+            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
+            subclass of :py:class:`datetime.datetime` with the ``fold``
+            attribute added, if ``fold`` is 1.
+
+        .. versionadded:: 2.6.0
+        """
+        return dt.replace(fold=fold)
+
+else:
+    class _DatetimeWithFold(datetime):
+        """
+        This is a class designed to provide a PEP 495-compliant interface for
+        Python versions before 3.6. It is used only for dates in a fold, so
+        the ``fold`` attribute is fixed at ``1``.
+
+        .. versionadded:: 2.6.0
+        """
+        __slots__ = ()
+
+        def replace(self, *args, **kwargs):
+            """
+            Return a datetime with the same attributes, except for those
+            attributes given new values by whichever keyword arguments are
+            specified. Note that tzinfo=None can be specified to create a naive
+            datetime from an aware datetime with no conversion of date and time
+            data.
+
+            This is reimplemented in ``_DatetimeWithFold`` because pypy3 will
+            return a ``datetime.datetime`` even if ``fold`` is unchanged.
+            """
+            argnames = (
+                'year', 'month', 'day', 'hour', 'minute', 'second',
+                'microsecond', 'tzinfo'
+            )
+
+            for arg, argname in zip(args, argnames):
+                if argname in kwargs:
+                    raise TypeError('Duplicate argument: {}'.format(argname))
+
+                kwargs[argname] = arg
+
+            for argname in argnames:
+                if argname not in kwargs:
+                    kwargs[argname] = getattr(self, argname)
+
+            dt_class = self.__class__ if kwargs.get('fold', 1) else datetime
+
+            return dt_class(**kwargs)
+
+        @property
+        def fold(self):
+            return 1
+
+    def enfold(dt, fold=1):
+        """
+        Provides a unified interface for assigning the ``fold`` attribute to
+        datetimes both before and after the implementation of PEP-495.
+
+        :param fold:
+            The value for the ``fold`` attribute in the returned datetime. This
+            should be either 0 or 1.
+
+        :return:
+            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
+            ``fold`` for all versions of Python. In versions prior to
+            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
+            subclass of :py:class:`datetime.datetime` with the ``fold``
+            attribute added, if ``fold`` is 1.
+
+        .. versionadded:: 2.6.0
+        """
+        if getattr(dt, 'fold', 0) == fold:
+            return dt
+
+        args = dt.timetuple()[:6]
+        args += (dt.microsecond, dt.tzinfo)
+
+        if fold:
+            return _DatetimeWithFold(*args)
+        else:
+            return datetime(*args)
+
+
+def _validate_fromutc_inputs(f):
+    """
+    The CPython version of ``fromutc`` checks that the input is a ``datetime``
+    object and that ``self`` is attached as its ``tzinfo``.
+    """
+    @wraps(f)
+    def fromutc(self, dt):
+        if not isinstance(dt, datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        return f(self, dt)
+
+    return fromutc
+
+
+class _tzinfo(tzinfo):
+    """
+    Base class for all ``dateutil`` ``tzinfo`` objects.
+    """
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+
+        dt = dt.replace(tzinfo=self)
+
+        wall_0 = enfold(dt, fold=0)
+        wall_1 = enfold(dt, fold=1)
+
+        same_offset = wall_0.utcoffset() == wall_1.utcoffset()
+        same_dt = wall_0.replace(tzinfo=None) == wall_1.replace(tzinfo=None)
+
+        return same_dt and not same_offset
+
+    def _fold_status(self, dt_utc, dt_wall):
+        """
+        Determine the fold status of a "wall" datetime, given a representation
+        of the same datetime as a (naive) UTC datetime. This is calculated based
+        on the assumption that ``dt.utcoffset() - dt.dst()`` is constant for all
+        datetimes, and that this offset is the actual number of hours separating
+        ``dt_utc`` and ``dt_wall``.
+
+        :param dt_utc:
+            Representation of the datetime as UTC
+
+        :param dt_wall:
+            Representation of the datetime as "wall time". This parameter must
+            either have a `fold` attribute or have a fold-naive
+            :class:`datetime.tzinfo` attached, otherwise the calculation may
+            fail.
+        """
+        if self.is_ambiguous(dt_wall):
+            delta_wall = dt_wall - dt_utc
+            _fold = int(delta_wall == (dt_utc.utcoffset() - dt_utc.dst()))
+        else:
+            _fold = 0
+
+        return _fold
+
+    def _fold(self, dt):
+        return getattr(dt, 'fold', 0)
+
+    def _fromutc(self, dt):
+        """
+        Given a timezone-aware datetime in a given timezone, calculates a
+        timezone-aware datetime in a new timezone.
+
+        Since this is the one time that we *know* we have an unambiguous
+        datetime object, we take this opportunity to determine whether the
+        datetime is ambiguous and in a "fold" state (e.g. if it's the first
+        occurrence, chronologically, of the ambiguous datetime).
+
+        :param dt:
+            A timezone-aware :class:`datetime.datetime` object.
+        """
+
+        # Re-implement the algorithm from Python's datetime.py
+        dtoff = dt.utcoffset()
+        if dtoff is None:
+            raise ValueError("fromutc() requires a non-None utcoffset() "
+                             "result")
+
+        # The original datetime.py code assumes that `dst()` defaults to
+        # zero during ambiguous times. PEP 495 inverts this presumption, so
+        # for pre-PEP 495 versions of python, we need to tweak the algorithm.
+        dtdst = dt.dst()
+        if dtdst is None:
+            raise ValueError("fromutc() requires a non-None dst() result")
+        delta = dtoff - dtdst
+
+        dt += delta
+        # Set fold=1 so we can default to being in the fold for
+        # ambiguous dates.
+        dtdst = enfold(dt, fold=1).dst()
+        if dtdst is None:
+            raise ValueError("fromutc(): dt.dst gave inconsistent "
+                             "results; cannot convert")
+        return dt + dtdst
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        """
+        Given a timezone-aware datetime in a given timezone, calculates a
+        timezone-aware datetime in a new timezone.
+
+        Since this is the one time that we *know* we have an unambiguous
+        datetime object, we take this opportunity to determine whether the
+        datetime is ambiguous and in a "fold" state (e.g. if it's the first
+        occurrence, chronologically, of the ambiguous datetime).
+
+        :param dt:
+            A timezone-aware :class:`datetime.datetime` object.
+        """
+        dt_wall = self._fromutc(dt)
+
+        # Calculate the fold status given the two datetimes.
+        _fold = self._fold_status(dt, dt_wall)
+
+        # Set the default fold value for ambiguous dates
+        return enfold(dt_wall, fold=_fold)
+
+
+class tzrangebase(_tzinfo):
+    """
+    This is an abstract base class for time zones represented by an annual
+    transition into and out of DST. Child classes should implement the following
+    methods:
+
+        * ``__init__(self, *args, **kwargs)``
+        * ``transitions(self, year)`` - this is expected to return a tuple of
+          datetimes representing the DST on and off transitions in standard
+          time.
+
+    A fully initialized ``tzrangebase`` subclass should also provide the
+    following attributes:
+        * ``hasdst``: Boolean whether or not the zone uses DST.
+        * ``_dst_offset`` / ``_std_offset``: :class:`datetime.timedelta` objects
+          representing the respective UTC offsets.
+        * ``_dst_abbr`` / ``_std_abbr``: Strings representing the timezone short
+          abbreviations in DST and STD, respectively.
+        * ``_hasdst``: Whether or not the zone has DST.
+
+    .. versionadded:: 2.6.0
+    """
+    def __init__(self):
+        raise NotImplementedError('tzrangebase is an abstract base class')
+
+    def utcoffset(self, dt):
+        isdst = self._isdst(dt)
+
+        if isdst is None:
+            return None
+        elif isdst:
+            return self._dst_offset
+        else:
+            return self._std_offset
+
+    def dst(self, dt):
+        isdst = self._isdst(dt)
+
+        if isdst is None:
+            return None
+        elif isdst:
+            return self._dst_base_offset
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        if self._isdst(dt):
+            return self._dst_abbr
+        else:
+            return self._std_abbr
+
+    def fromutc(self, dt):
+        """ Given a datetime in UTC, return local time """
+        if not isinstance(dt, datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        # Get transitions - if there are none, fixed offset
+        transitions = self.transitions(dt.year)
+        if transitions is None:
+            return dt + self.utcoffset(dt)
+
+        # Get the transition times in UTC
+        dston, dstoff = transitions
+
+        dston -= self._std_offset
+        dstoff -= self._std_offset
+
+        utc_transitions = (dston, dstoff)
+        dt_utc = dt.replace(tzinfo=None)
+
+        isdst = self._naive_isdst(dt_utc, utc_transitions)
+
+        if isdst:
+            dt_wall = dt + self._dst_offset
+        else:
+            dt_wall = dt + self._std_offset
+
+        _fold = int(not isdst and self.is_ambiguous(dt_wall))
+
+        return enfold(dt_wall, fold=_fold)
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        if not self.hasdst:
+            return False
+
+        start, end = self.transitions(dt.year)
+
+        dt = dt.replace(tzinfo=None)
+        return (end <= dt < end + self._dst_base_offset)
+
+    def _isdst(self, dt):
+        if not self.hasdst:
+            return False
+        elif dt is None:
+            return None
+
+        transitions = self.transitions(dt.year)
+
+        if transitions is None:
+            return False
+
+        dt = dt.replace(tzinfo=None)
+
+        isdst = self._naive_isdst(dt, transitions)
+
+        # Handle ambiguous dates
+        if not isdst and self.is_ambiguous(dt):
+            return not self._fold(dt)
+        else:
+            return isdst
+
+    def _naive_isdst(self, dt, transitions):
+        dston, dstoff = transitions
+
+        dt = dt.replace(tzinfo=None)
+
+        if dston < dstoff:
+            isdst = dston <= dt < dstoff
+        else:
+            isdst = not dstoff <= dt < dston
+
+        return isdst
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_offset - self._std_offset
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(...)" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
new file mode 100644
index 000000000..f8a65891a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
@@ -0,0 +1,80 @@
+from datetime import timedelta
+import weakref
+from collections import OrderedDict
+
+from six.moves import _thread
+
+
+class _TzSingleton(type):
+    def __init__(cls, *args, **kwargs):
+        cls.__instance = None
+        super(_TzSingleton, cls).__init__(*args, **kwargs)
+
+    def __call__(cls):
+        if cls.__instance is None:
+            cls.__instance = super(_TzSingleton, cls).__call__()
+        return cls.__instance
+
+
+class _TzFactory(type):
+    def instance(cls, *args, **kwargs):
+        """Alternate constructor that returns a fresh instance"""
+        return type.__call__(cls, *args, **kwargs)
+
+
+class _TzOffsetFactory(_TzFactory):
+    def __init__(cls, *args, **kwargs):
+        cls.__instances = weakref.WeakValueDictionary()
+        cls.__strong_cache = OrderedDict()
+        cls.__strong_cache_size = 8
+
+        cls._cache_lock = _thread.allocate_lock()
+
+    def __call__(cls, name, offset):
+        if isinstance(offset, timedelta):
+            key = (name, offset.total_seconds())
+        else:
+            key = (name, offset)
+
+        instance = cls.__instances.get(key, None)
+        if instance is None:
+            instance = cls.__instances.setdefault(key,
+                                                  cls.instance(name, offset))
+
+        # This lock may not be necessary in Python 3. See GH issue #901
+        with cls._cache_lock:
+            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
+
+            # Remove an item if the strong cache is overpopulated
+            if len(cls.__strong_cache) > cls.__strong_cache_size:
+                cls.__strong_cache.popitem(last=False)
+
+        return instance
+
+
+class _TzStrFactory(_TzFactory):
+    def __init__(cls, *args, **kwargs):
+        cls.__instances = weakref.WeakValueDictionary()
+        cls.__strong_cache = OrderedDict()
+        cls.__strong_cache_size = 8
+
+        cls.__cache_lock = _thread.allocate_lock()
+
+    def __call__(cls, s, posix_offset=False):
+        key = (s, posix_offset)
+        instance = cls.__instances.get(key, None)
+
+        if instance is None:
+            instance = cls.__instances.setdefault(key,
+                cls.instance(s, posix_offset))
+
+        # This lock may not be necessary in Python 3. See GH issue #901
+        with cls.__cache_lock:
+            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
+
+            # Remove an item if the strong cache is overpopulated
+            if len(cls.__strong_cache) > cls.__strong_cache_size:
+                cls.__strong_cache.popitem(last=False)
+
+        return instance
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
new file mode 100644
index 000000000..617591446
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
@@ -0,0 +1,1849 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers timezone implementations subclassing the abstract
+:py:class:`datetime.tzinfo` type. There are classes to handle tzfile format
+files (usually are in :file:`/etc/localtime`, :file:`/usr/share/zoneinfo`,
+etc), TZ environment string (in all known formats), given ranges (with help
+from relative deltas), local machine timezone, fixed offset timezone, and UTC
+timezone.
+"""
+import datetime
+import struct
+import time
+import sys
+import os
+import bisect
+import weakref
+from collections import OrderedDict
+
+import six
+from six import string_types
+from six.moves import _thread
+from ._common import tzname_in_python2, _tzinfo
+from ._common import tzrangebase, enfold
+from ._common import _validate_fromutc_inputs
+
+from ._factories import _TzSingleton, _TzOffsetFactory
+from ._factories import _TzStrFactory
+try:
+    from .win import tzwin, tzwinlocal
+except ImportError:
+    tzwin = tzwinlocal = None
+
+# For warning about rounding tzinfo
+from warnings import warn
+
+ZERO = datetime.timedelta(0)
+EPOCH = datetime.datetime(1970, 1, 1, 0, 0)
+EPOCHORDINAL = EPOCH.toordinal()
+
+
+@six.add_metaclass(_TzSingleton)
+class tzutc(datetime.tzinfo):
+    """
+    This is a tzinfo object that represents the UTC time zone.
+
+    **Examples:**
+
+    .. doctest::
+
+        >>> from datetime import *
+        >>> from dateutil.tz import *
+
+        >>> datetime.now()
+        datetime.datetime(2003, 9, 27, 9, 40, 1, 521290)
+
+        >>> datetime.now(tzutc())
+        datetime.datetime(2003, 9, 27, 12, 40, 12, 156379, tzinfo=tzutc())
+
+        >>> datetime.now(tzutc()).tzname()
+        'UTC'
+
+    .. versionchanged:: 2.7.0
+        ``tzutc()`` is now a singleton, so the result of ``tzutc()`` will
+        always return the same object.
+
+        .. doctest::
+
+            >>> from dateutil.tz import tzutc, UTC
+            >>> tzutc() is tzutc()
+            True
+            >>> tzutc() is UTC
+            True
+    """
+    def utcoffset(self, dt):
+        return ZERO
+
+    def dst(self, dt):
+        return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return "UTC"
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        return False
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        """
+        Fast track version of fromutc() returns the original ``dt`` object for
+        any valid :py:class:`datetime.datetime` object.
+        """
+        return dt
+
+    def __eq__(self, other):
+        if not isinstance(other, (tzutc, tzoffset)):
+            return NotImplemented
+
+        return (isinstance(other, tzutc) or
+                (isinstance(other, tzoffset) and other._offset == ZERO))
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s()" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
+
+
+#: Convenience constant providing a :class:`tzutc()` instance
+#:
+#: .. versionadded:: 2.7.0
+UTC = tzutc()
+
+
+@six.add_metaclass(_TzOffsetFactory)
+class tzoffset(datetime.tzinfo):
+    """
+    A simple class for representing a fixed offset from UTC.
+
+    :param name:
+        The timezone name, to be returned when ``tzname()`` is called.
+    :param offset:
+        The time zone offset in seconds, or (since version 2.6.0, represented
+        as a :py:class:`datetime.timedelta` object).
+    """
+    def __init__(self, name, offset):
+        self._name = name
+
+        try:
+            # Allow a timedelta
+            offset = offset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        self._offset = datetime.timedelta(seconds=_get_supported_offset(offset))
+
+    def utcoffset(self, dt):
+        return self._offset
+
+    def dst(self, dt):
+        return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._name
+
+    @_validate_fromutc_inputs
+    def fromutc(self, dt):
+        return dt + self._offset
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        return False
+
+    def __eq__(self, other):
+        if not isinstance(other, tzoffset):
+            return NotImplemented
+
+        return self._offset == other._offset
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(%s, %s)" % (self.__class__.__name__,
+                               repr(self._name),
+                               int(self._offset.total_seconds()))
+
+    __reduce__ = object.__reduce__
+
+
+class tzlocal(_tzinfo):
+    """
+    A :class:`tzinfo` subclass built around the ``time`` timezone functions.
+    """
+    def __init__(self):
+        super(tzlocal, self).__init__()
+
+        self._std_offset = datetime.timedelta(seconds=-time.timezone)
+        if time.daylight:
+            self._dst_offset = datetime.timedelta(seconds=-time.altzone)
+        else:
+            self._dst_offset = self._std_offset
+
+        self._dst_saved = self._dst_offset - self._std_offset
+        self._hasdst = bool(self._dst_saved)
+        self._tznames = tuple(time.tzname)
+
+    def utcoffset(self, dt):
+        if dt is None and self._hasdst:
+            return None
+
+        if self._isdst(dt):
+            return self._dst_offset
+        else:
+            return self._std_offset
+
+    def dst(self, dt):
+        if dt is None and self._hasdst:
+            return None
+
+        if self._isdst(dt):
+            return self._dst_offset - self._std_offset
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._tznames[self._isdst(dt)]
+
+    def is_ambiguous(self, dt):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        naive_dst = self._naive_is_dst(dt)
+        return (not naive_dst and
+                (naive_dst != self._naive_is_dst(dt - self._dst_saved)))
+
+    def _naive_is_dst(self, dt):
+        timestamp = _datetime_to_timestamp(dt)
+        return time.localtime(timestamp + time.timezone).tm_isdst
+
+    def _isdst(self, dt, fold_naive=True):
+        # We can't use mktime here. It is unstable when deciding if
+        # the hour near to a change is DST or not.
+        #
+        # timestamp = time.mktime((dt.year, dt.month, dt.day, dt.hour,
+        #                         dt.minute, dt.second, dt.weekday(), 0, -1))
+        # return time.localtime(timestamp).tm_isdst
+        #
+        # The code above yields the following result:
+        #
+        # >>> import tz, datetime
+        # >>> t = tz.tzlocal()
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRDT'
+        # >>> datetime.datetime(2003,2,16,0,tzinfo=t).tzname()
+        # 'BRST'
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRST'
+        # >>> datetime.datetime(2003,2,15,22,tzinfo=t).tzname()
+        # 'BRDT'
+        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
+        # 'BRDT'
+        #
+        # Here is a more stable implementation:
+        #
+        if not self._hasdst:
+            return False
+
+        # Check for ambiguous times:
+        dstval = self._naive_is_dst(dt)
+        fold = getattr(dt, 'fold', None)
+
+        if self.is_ambiguous(dt):
+            if fold is not None:
+                return not self._fold(dt)
+            else:
+                return True
+
+        return dstval
+
+    def __eq__(self, other):
+        if isinstance(other, tzlocal):
+            return (self._std_offset == other._std_offset and
+                    self._dst_offset == other._dst_offset)
+        elif isinstance(other, tzutc):
+            return (not self._hasdst and
+                    self._tznames[0] in {'UTC', 'GMT'} and
+                    self._std_offset == ZERO)
+        elif isinstance(other, tzoffset):
+            return (not self._hasdst and
+                    self._tznames[0] == other._name and
+                    self._std_offset == other._offset)
+        else:
+            return NotImplemented
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s()" % self.__class__.__name__
+
+    __reduce__ = object.__reduce__
+
+
+class _ttinfo(object):
+    __slots__ = ["offset", "delta", "isdst", "abbr",
+                 "isstd", "isgmt", "dstoffset"]
+
+    def __init__(self):
+        for attr in self.__slots__:
+            setattr(self, attr, None)
+
+    def __repr__(self):
+        l = []
+        for attr in self.__slots__:
+            value = getattr(self, attr)
+            if value is not None:
+                l.append("%s=%s" % (attr, repr(value)))
+        return "%s(%s)" % (self.__class__.__name__, ", ".join(l))
+
+    def __eq__(self, other):
+        if not isinstance(other, _ttinfo):
+            return NotImplemented
+
+        return (self.offset == other.offset and
+                self.delta == other.delta and
+                self.isdst == other.isdst and
+                self.abbr == other.abbr and
+                self.isstd == other.isstd and
+                self.isgmt == other.isgmt and
+                self.dstoffset == other.dstoffset)
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __getstate__(self):
+        state = {}
+        for name in self.__slots__:
+            state[name] = getattr(self, name, None)
+        return state
+
+    def __setstate__(self, state):
+        for name in self.__slots__:
+            if name in state:
+                setattr(self, name, state[name])
+
+
+class _tzfile(object):
+    """
+    Lightweight class for holding the relevant transition and time zone
+    information read from binary tzfiles.
+    """
+    attrs = ['trans_list', 'trans_list_utc', 'trans_idx', 'ttinfo_list',
+             'ttinfo_std', 'ttinfo_dst', 'ttinfo_before', 'ttinfo_first']
+
+    def __init__(self, **kwargs):
+        for attr in self.attrs:
+            setattr(self, attr, kwargs.get(attr, None))
+
+
+class tzfile(_tzinfo):
+    """
+    This is a ``tzinfo`` subclass that allows one to use the ``tzfile(5)``
+    format timezone files to extract current and historical zone information.
+
+    :param fileobj:
+        This can be an opened file stream or a file name that the time zone
+        information can be read from.
+
+    :param filename:
+        This is an optional parameter specifying the source of the time zone
+        information in the event that ``fileobj`` is a file object. If omitted
+        and ``fileobj`` is a file stream, this parameter will be set either to
+        ``fileobj``'s ``name`` attribute or to ``repr(fileobj)``.
+
+    See `Sources for Time Zone and Daylight Saving Time Data
+    <https://data.iana.org/time-zones/tz-link.html>`_ for more information.
+    Time zone files can be compiled from the `IANA Time Zone database files
+    <https://www.iana.org/time-zones>`_ with the `zic time zone compiler
+    <https://www.freebsd.org/cgi/man.cgi?query=zic&sektion=8>`_
+
+    .. note::
+
+        Only construct a ``tzfile`` directly if you have a specific timezone
+        file on disk that you want to read into a Python ``tzinfo`` object.
+        If you want to get a ``tzfile`` representing a specific IANA zone,
+        (e.g. ``'America/New_York'``), you should call
+        :func:`dateutil.tz.gettz` with the zone identifier.
+
+
+    **Examples:**
+
+    Using the US Eastern time zone as an example, we can see that a ``tzfile``
+    provides time zone information for the standard Daylight Saving offsets:
+
+    .. testsetup:: tzfile
+
+        from dateutil.tz import gettz
+        from datetime import datetime
+
+    .. doctest:: tzfile
+
+        >>> NYC = gettz('America/New_York')
+        >>> NYC
+        tzfile('/usr/share/zoneinfo/America/New_York')
+
+        >>> print(datetime(2016, 1, 3, tzinfo=NYC))     # EST
+        2016-01-03 00:00:00-05:00
+
+        >>> print(datetime(2016, 7, 7, tzinfo=NYC))     # EDT
+        2016-07-07 00:00:00-04:00
+
+
+    The ``tzfile`` structure contains a fully history of the time zone,
+    so historical dates will also have the right offsets. For example, before
+    the adoption of the UTC standards, New York used local solar  mean time:
+
+    .. doctest:: tzfile
+
+       >>> print(datetime(1901, 4, 12, tzinfo=NYC))    # LMT
+       1901-04-12 00:00:00-04:56
+
+    And during World War II, New York was on "Eastern War Time", which was a
+    state of permanent daylight saving time:
+
+    .. doctest:: tzfile
+
+        >>> print(datetime(1944, 2, 7, tzinfo=NYC))    # EWT
+        1944-02-07 00:00:00-04:00
+
+    """
+
+    def __init__(self, fileobj, filename=None):
+        super(tzfile, self).__init__()
+
+        file_opened_here = False
+        if isinstance(fileobj, string_types):
+            self._filename = fileobj
+            fileobj = open(fileobj, 'rb')
+            file_opened_here = True
+        elif filename is not None:
+            self._filename = filename
+        elif hasattr(fileobj, "name"):
+            self._filename = fileobj.name
+        else:
+            self._filename = repr(fileobj)
+
+        if fileobj is not None:
+            if not file_opened_here:
+                fileobj = _nullcontext(fileobj)
+
+            with fileobj as file_stream:
+                tzobj = self._read_tzfile(file_stream)
+
+            self._set_tzdata(tzobj)
+
+    def _set_tzdata(self, tzobj):
+        """ Set the time zone data of this object from a _tzfile object """
+        # Copy the relevant attributes over as private attributes
+        for attr in _tzfile.attrs:
+            setattr(self, '_' + attr, getattr(tzobj, attr))
+
+    def _read_tzfile(self, fileobj):
+        out = _tzfile()
+
+        # From tzfile(5):
+        #
+        # The time zone information files used by tzset(3)
+        # begin with the magic characters "TZif" to identify
+        # them as time zone information files, followed by
+        # sixteen bytes reserved for future use, followed by
+        # six four-byte values of type long, written in a
+        # ``standard'' byte order (the high-order  byte
+        # of the value is written first).
+        if fileobj.read(4).decode() != "TZif":
+            raise ValueError("magic not found")
+
+        fileobj.read(16)
+
+        (
+            # The number of UTC/local indicators stored in the file.
+            ttisgmtcnt,
+
+            # The number of standard/wall indicators stored in the file.
+            ttisstdcnt,
+
+            # The number of leap seconds for which data is
+            # stored in the file.
+            leapcnt,
+
+            # The number of "transition times" for which data
+            # is stored in the file.
+            timecnt,
+
+            # The number of "local time types" for which data
+            # is stored in the file (must not be zero).
+            typecnt,
+
+            # The  number  of  characters  of "time zone
+            # abbreviation strings" stored in the file.
+            charcnt,
+
+        ) = struct.unpack(">6l", fileobj.read(24))
+
+        # The above header is followed by tzh_timecnt four-byte
+        # values  of  type long,  sorted  in ascending order.
+        # These values are written in ``standard'' byte order.
+        # Each is used as a transition time (as  returned  by
+        # time(2)) at which the rules for computing local time
+        # change.
+
+        if timecnt:
+            out.trans_list_utc = list(struct.unpack(">%dl" % timecnt,
+                                                    fileobj.read(timecnt*4)))
+        else:
+            out.trans_list_utc = []
+
+        # Next come tzh_timecnt one-byte values of type unsigned
+        # char; each one tells which of the different types of
+        # ``local time'' types described in the file is associated
+        # with the same-indexed transition time. These values
+        # serve as indices into an array of ttinfo structures that
+        # appears next in the file.
+
+        if timecnt:
+            out.trans_idx = struct.unpack(">%dB" % timecnt,
+                                          fileobj.read(timecnt))
+        else:
+            out.trans_idx = []
+
+        # Each ttinfo structure is written as a four-byte value
+        # for tt_gmtoff  of  type long,  in  a  standard  byte
+        # order, followed  by a one-byte value for tt_isdst
+        # and a one-byte  value  for  tt_abbrind.   In  each
+        # structure, tt_gmtoff  gives  the  number  of
+        # seconds to be added to UTC, tt_isdst tells whether
+        # tm_isdst should be set by  localtime(3),  and
+        # tt_abbrind serves  as an index into the array of
+        # time zone abbreviation characters that follow the
+        # ttinfo structure(s) in the file.
+
+        ttinfo = []
+
+        for i in range(typecnt):
+            ttinfo.append(struct.unpack(">lbb", fileobj.read(6)))
+
+        abbr = fileobj.read(charcnt).decode()
+
+        # Then there are tzh_leapcnt pairs of four-byte
+        # values, written in  standard byte  order;  the
+        # first  value  of  each pair gives the time (as
+        # returned by time(2)) at which a leap second
+        # occurs;  the  second  gives the  total  number of
+        # leap seconds to be applied after the given time.
+        # The pairs of values are sorted in ascending order
+        # by time.
+
+        # Not used, for now (but seek for correct file position)
+        if leapcnt:
+            fileobj.seek(leapcnt * 8, os.SEEK_CUR)
+
+        # Then there are tzh_ttisstdcnt standard/wall
+        # indicators, each stored as a one-byte value;
+        # they tell whether the transition times associated
+        # with local time types were specified as standard
+        # time or wall clock time, and are used when
+        # a time zone file is used in handling POSIX-style
+        # time zone environment variables.
+
+        if ttisstdcnt:
+            isstd = struct.unpack(">%db" % ttisstdcnt,
+                                  fileobj.read(ttisstdcnt))
+
+        # Finally, there are tzh_ttisgmtcnt UTC/local
+        # indicators, each stored as a one-byte value;
+        # they tell whether the transition times associated
+        # with local time types were specified as UTC or
+        # local time, and are used when a time zone file
+        # is used in handling POSIX-style time zone envi-
+        # ronment variables.
+
+        if ttisgmtcnt:
+            isgmt = struct.unpack(">%db" % ttisgmtcnt,
+                                  fileobj.read(ttisgmtcnt))
+
+        # Build ttinfo list
+        out.ttinfo_list = []
+        for i in range(typecnt):
+            gmtoff, isdst, abbrind = ttinfo[i]
+            gmtoff = _get_supported_offset(gmtoff)
+            tti = _ttinfo()
+            tti.offset = gmtoff
+            tti.dstoffset = datetime.timedelta(0)
+            tti.delta = datetime.timedelta(seconds=gmtoff)
+            tti.isdst = isdst
+            tti.abbr = abbr[abbrind:abbr.find('\x00', abbrind)]
+            tti.isstd = (ttisstdcnt > i and isstd[i] != 0)
+            tti.isgmt = (ttisgmtcnt > i and isgmt[i] != 0)
+            out.ttinfo_list.append(tti)
+
+        # Replace ttinfo indexes for ttinfo objects.
+        out.trans_idx = [out.ttinfo_list[idx] for idx in out.trans_idx]
+
+        # Set standard, dst, and before ttinfos. before will be
+        # used when a given time is before any transitions,
+        # and will be set to the first non-dst ttinfo, or to
+        # the first dst, if all of them are dst.
+        out.ttinfo_std = None
+        out.ttinfo_dst = None
+        out.ttinfo_before = None
+        if out.ttinfo_list:
+            if not out.trans_list_utc:
+                out.ttinfo_std = out.ttinfo_first = out.ttinfo_list[0]
+            else:
+                for i in range(timecnt-1, -1, -1):
+                    tti = out.trans_idx[i]
+                    if not out.ttinfo_std and not tti.isdst:
+                        out.ttinfo_std = tti
+                    elif not out.ttinfo_dst and tti.isdst:
+                        out.ttinfo_dst = tti
+
+                    if out.ttinfo_std and out.ttinfo_dst:
+                        break
+                else:
+                    if out.ttinfo_dst and not out.ttinfo_std:
+                        out.ttinfo_std = out.ttinfo_dst
+
+                for tti in out.ttinfo_list:
+                    if not tti.isdst:
+                        out.ttinfo_before = tti
+                        break
+                else:
+                    out.ttinfo_before = out.ttinfo_list[0]
+
+        # Now fix transition times to become relative to wall time.
+        #
+        # I'm not sure about this. In my tests, the tz source file
+        # is setup to wall time, and in the binary file isstd and
+        # isgmt are off, so it should be in wall time. OTOH, it's
+        # always in gmt time. Let me know if you have comments
+        # about this.
+        lastdst = None
+        lastoffset = None
+        lastdstoffset = None
+        lastbaseoffset = None
+        out.trans_list = []
+
+        for i, tti in enumerate(out.trans_idx):
+            offset = tti.offset
+            dstoffset = 0
+
+            if lastdst is not None:
+                if tti.isdst:
+                    if not lastdst:
+                        dstoffset = offset - lastoffset
+
+                    if not dstoffset and lastdstoffset:
+                        dstoffset = lastdstoffset
+
+                    tti.dstoffset = datetime.timedelta(seconds=dstoffset)
+                    lastdstoffset = dstoffset
+
+            # If a time zone changes its base offset during a DST transition,
+            # then you need to adjust by the previous base offset to get the
+            # transition time in local time. Otherwise you use the current
+            # base offset. Ideally, I would have some mathematical proof of
+            # why this is true, but I haven't really thought about it enough.
+            baseoffset = offset - dstoffset
+            adjustment = baseoffset
+            if (lastbaseoffset is not None and baseoffset != lastbaseoffset
+                    and tti.isdst != lastdst):
+                # The base DST has changed
+                adjustment = lastbaseoffset
+
+            lastdst = tti.isdst
+            lastoffset = offset
+            lastbaseoffset = baseoffset
+
+            out.trans_list.append(out.trans_list_utc[i] + adjustment)
+
+        out.trans_idx = tuple(out.trans_idx)
+        out.trans_list = tuple(out.trans_list)
+        out.trans_list_utc = tuple(out.trans_list_utc)
+
+        return out
+
+    def _find_last_transition(self, dt, in_utc=False):
+        # If there's no list, there are no transitions to find
+        if not self._trans_list:
+            return None
+
+        timestamp = _datetime_to_timestamp(dt)
+
+        # Find where the timestamp fits in the transition list - if the
+        # timestamp is a transition time, it's part of the "after" period.
+        trans_list = self._trans_list_utc if in_utc else self._trans_list
+        idx = bisect.bisect_right(trans_list, timestamp)
+
+        # We want to know when the previous transition was, so subtract off 1
+        return idx - 1
+
+    def _get_ttinfo(self, idx):
+        # For no list or after the last transition, default to _ttinfo_std
+        if idx is None or (idx + 1) >= len(self._trans_list):
+            return self._ttinfo_std
+
+        # If there is a list and the time is before it, return _ttinfo_before
+        if idx < 0:
+            return self._ttinfo_before
+
+        return self._trans_idx[idx]
+
+    def _find_ttinfo(self, dt):
+        idx = self._resolve_ambiguous_time(dt)
+
+        return self._get_ttinfo(idx)
+
+    def fromutc(self, dt):
+        """
+        The ``tzfile`` implementation of :py:func:`datetime.tzinfo.fromutc`.
+
+        :param dt:
+            A :py:class:`datetime.datetime` object.
+
+        :raises TypeError:
+            Raised if ``dt`` is not a :py:class:`datetime.datetime` object.
+
+        :raises ValueError:
+            Raised if this is called with a ``dt`` which does not have this
+            ``tzinfo`` attached.
+
+        :return:
+            Returns a :py:class:`datetime.datetime` object representing the
+            wall time in ``self``'s time zone.
+        """
+        # These isinstance checks are in datetime.tzinfo, so we'll preserve
+        # them, even if we don't care about duck typing.
+        if not isinstance(dt, datetime.datetime):
+            raise TypeError("fromutc() requires a datetime argument")
+
+        if dt.tzinfo is not self:
+            raise ValueError("dt.tzinfo is not self")
+
+        # First treat UTC as wall time and get the transition we're in.
+        idx = self._find_last_transition(dt, in_utc=True)
+        tti = self._get_ttinfo(idx)
+
+        dt_out = dt + datetime.timedelta(seconds=tti.offset)
+
+        fold = self.is_ambiguous(dt_out, idx=idx)
+
+        return enfold(dt_out, fold=int(fold))
+
+    def is_ambiguous(self, dt, idx=None):
+        """
+        Whether or not the "wall time" of a given datetime is ambiguous in this
+        zone.
+
+        :param dt:
+            A :py:class:`datetime.datetime`, naive or time zone aware.
+
+
+        :return:
+            Returns ``True`` if ambiguous, ``False`` otherwise.
+
+        .. versionadded:: 2.6.0
+        """
+        if idx is None:
+            idx = self._find_last_transition(dt)
+
+        # Calculate the difference in offsets from current to previous
+        timestamp = _datetime_to_timestamp(dt)
+        tti = self._get_ttinfo(idx)
+
+        if idx is None or idx <= 0:
+            return False
+
+        od = self._get_ttinfo(idx - 1).offset - tti.offset
+        tt = self._trans_list[idx]          # Transition time
+
+        return timestamp < tt + od
+
+    def _resolve_ambiguous_time(self, dt):
+        idx = self._find_last_transition(dt)
+
+        # If we have no transitions, return the index
+        _fold = self._fold(dt)
+        if idx is None or idx == 0:
+            return idx
+
+        # If it's ambiguous and we're in a fold, shift to a different index.
+        idx_offset = int(not _fold and self.is_ambiguous(dt, idx))
+
+        return idx - idx_offset
+
+    def utcoffset(self, dt):
+        if dt is None:
+            return None
+
+        if not self._ttinfo_std:
+            return ZERO
+
+        return self._find_ttinfo(dt).delta
+
+    def dst(self, dt):
+        if dt is None:
+            return None
+
+        if not self._ttinfo_dst:
+            return ZERO
+
+        tti = self._find_ttinfo(dt)
+
+        if not tti.isdst:
+            return ZERO
+
+        # The documentation says that utcoffset()-dst() must
+        # be constant for every dt.
+        return tti.dstoffset
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        if not self._ttinfo_std or dt is None:
+            return None
+        return self._find_ttinfo(dt).abbr
+
+    def __eq__(self, other):
+        if not isinstance(other, tzfile):
+            return NotImplemented
+        return (self._trans_list == other._trans_list and
+                self._trans_idx == other._trans_idx and
+                self._ttinfo_list == other._ttinfo_list)
+
+    __hash__ = None
+
+    def __ne__(self, other):
+        return not (self == other)
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._filename))
+
+    def __reduce__(self):
+        return self.__reduce_ex__(None)
+
+    def __reduce_ex__(self, protocol):
+        return (self.__class__, (None, self._filename), self.__dict__)
+
+
+class tzrange(tzrangebase):
+    """
+    The ``tzrange`` object is a time zone specified by a set of offsets and
+    abbreviations, equivalent to the way the ``TZ`` variable can be specified
+    in POSIX-like systems, but using Python delta objects to specify DST
+    start, end and offsets.
+
+    :param stdabbr:
+        The abbreviation for standard time (e.g. ``'EST'``).
+
+    :param stdoffset:
+        An integer or :class:`datetime.timedelta` object or equivalent
+        specifying the base offset from UTC.
+
+        If unspecified, +00:00 is used.
+
+    :param dstabbr:
+        The abbreviation for DST / "Summer" time (e.g. ``'EDT'``).
+
+        If specified, with no other DST information, DST is assumed to occur
+        and the default behavior or ``dstoffset``, ``start`` and ``end`` is
+        used. If unspecified and no other DST information is specified, it
+        is assumed that this zone has no DST.
+
+        If this is unspecified and other DST information is *is* specified,
+        DST occurs in the zone but the time zone abbreviation is left
+        unchanged.
+
+    :param dstoffset:
+        A an integer or :class:`datetime.timedelta` object or equivalent
+        specifying the UTC offset during DST. If unspecified and any other DST
+        information is specified, it is assumed to be the STD offset +1 hour.
+
+    :param start:
+        A :class:`relativedelta.relativedelta` object or equivalent specifying
+        the time and time of year that daylight savings time starts. To
+        specify, for example, that DST starts at 2AM on the 2nd Sunday in
+        March, pass:
+
+            ``relativedelta(hours=2, month=3, day=1, weekday=SU(+2))``
+
+        If unspecified and any other DST information is specified, the default
+        value is 2 AM on the first Sunday in April.
+
+    :param end:
+        A :class:`relativedelta.relativedelta` object or equivalent
+        representing the time and time of year that daylight savings time
+        ends, with the same specification method as in ``start``. One note is
+        that this should point to the first time in the *standard* zone, so if
+        a transition occurs at 2AM in the DST zone and the clocks are set back
+        1 hour to 1AM, set the ``hours`` parameter to +1.
+
+
+    **Examples:**
+
+    .. testsetup:: tzrange
+
+        from dateutil.tz import tzrange, tzstr
+
+    .. doctest:: tzrange
+
+        >>> tzstr('EST5EDT') == tzrange("EST", -18000, "EDT")
+        True
+
+        >>> from dateutil.relativedelta import *
+        >>> range1 = tzrange("EST", -18000, "EDT")
+        >>> range2 = tzrange("EST", -18000, "EDT", -14400,
+        ...                  relativedelta(hours=+2, month=4, day=1,
+        ...                                weekday=SU(+1)),
+        ...                  relativedelta(hours=+1, month=10, day=31,
+        ...                                weekday=SU(-1)))
+        >>> tzstr('EST5EDT') == range1 == range2
+        True
+
+    """
+    def __init__(self, stdabbr, stdoffset=None,
+                 dstabbr=None, dstoffset=None,
+                 start=None, end=None):
+
+        global relativedelta
+        from dateutil import relativedelta
+
+        self._std_abbr = stdabbr
+        self._dst_abbr = dstabbr
+
+        try:
+            stdoffset = stdoffset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        try:
+            dstoffset = dstoffset.total_seconds()
+        except (TypeError, AttributeError):
+            pass
+
+        if stdoffset is not None:
+            self._std_offset = datetime.timedelta(seconds=stdoffset)
+        else:
+            self._std_offset = ZERO
+
+        if dstoffset is not None:
+            self._dst_offset = datetime.timedelta(seconds=dstoffset)
+        elif dstabbr and stdoffset is not None:
+            self._dst_offset = self._std_offset + datetime.timedelta(hours=+1)
+        else:
+            self._dst_offset = ZERO
+
+        if dstabbr and start is None:
+            self._start_delta = relativedelta.relativedelta(
+                hours=+2, month=4, day=1, weekday=relativedelta.SU(+1))
+        else:
+            self._start_delta = start
+
+        if dstabbr and end is None:
+            self._end_delta = relativedelta.relativedelta(
+                hours=+1, month=10, day=31, weekday=relativedelta.SU(-1))
+        else:
+            self._end_delta = end
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = bool(self._start_delta)
+
+    def transitions(self, year):
+        """
+        For a given year, get the DST on and off transition times, expressed
+        always on the standard time side. For zones with no transitions, this
+        function returns ``None``.
+
+        :param year:
+            The year whose transitions you would like to query.
+
+        :return:
+            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
+            ``(dston, dstoff)`` for zones with an annual DST transition, or
+            ``None`` for fixed offset zones.
+        """
+        if not self.hasdst:
+            return None
+
+        base_year = datetime.datetime(year, 1, 1)
+
+        start = base_year + self._start_delta
+        end = base_year + self._end_delta
+
+        return (start, end)
+
+    def __eq__(self, other):
+        if not isinstance(other, tzrange):
+            return NotImplemented
+
+        return (self._std_abbr == other._std_abbr and
+                self._dst_abbr == other._dst_abbr and
+                self._std_offset == other._std_offset and
+                self._dst_offset == other._dst_offset and
+                self._start_delta == other._start_delta and
+                self._end_delta == other._end_delta)
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_base_offset_
+
+
+@six.add_metaclass(_TzStrFactory)
+class tzstr(tzrange):
+    """
+    ``tzstr`` objects are time zone objects specified by a time-zone string as
+    it would be passed to a ``TZ`` variable on POSIX-style systems (see
+    the `GNU C Library: TZ Variable`_ for more details).
+
+    There is one notable exception, which is that POSIX-style time zones use an
+    inverted offset format, so normally ``GMT+3`` would be parsed as an offset
+    3 hours *behind* GMT. The ``tzstr`` time zone object will parse this as an
+    offset 3 hours *ahead* of GMT. If you would like to maintain the POSIX
+    behavior, pass a ``True`` value to ``posix_offset``.
+
+    The :class:`tzrange` object provides the same functionality, but is
+    specified using :class:`relativedelta.relativedelta` objects. rather than
+    strings.
+
+    :param s:
+        A time zone string in ``TZ`` variable format. This can be a
+        :class:`bytes` (2.x: :class:`str`), :class:`str` (2.x:
+        :class:`unicode`) or a stream emitting unicode characters
+        (e.g. :class:`StringIO`).
+
+    :param posix_offset:
+        Optional. If set to ``True``, interpret strings such as ``GMT+3`` or
+        ``UTC+3`` as being 3 hours *behind* UTC rather than ahead, per the
+        POSIX standard.
+
+    .. caution::
+
+        Prior to version 2.7.0, this function also supported time zones
+        in the format:
+
+            * ``EST5EDT,4,0,6,7200,10,0,26,7200,3600``
+            * ``EST5EDT,4,1,0,7200,10,-1,0,7200,3600``
+
+        This format is non-standard and has been deprecated; this function
+        will raise a :class:`DeprecatedTZFormatWarning` until
+        support is removed in a future version.
+
+    .. _`GNU C Library: TZ Variable`:
+        https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
+    """
+    def __init__(self, s, posix_offset=False):
+        global parser
+        from dateutil.parser import _parser as parser
+
+        self._s = s
+
+        res = parser._parsetz(s)
+        if res is None or res.any_unused_tokens:
+            raise ValueError("unknown string format")
+
+        # Here we break the compatibility with the TZ variable handling.
+        # GMT-3 actually *means* the timezone -3.
+        if res.stdabbr in ("GMT", "UTC") and not posix_offset:
+            res.stdoffset *= -1
+
+        # We must initialize it first, since _delta() needs
+        # _std_offset and _dst_offset set. Use False in start/end
+        # to avoid building it two times.
+        tzrange.__init__(self, res.stdabbr, res.stdoffset,
+                         res.dstabbr, res.dstoffset,
+                         start=False, end=False)
+
+        if not res.dstabbr:
+            self._start_delta = None
+            self._end_delta = None
+        else:
+            self._start_delta = self._delta(res.start)
+            if self._start_delta:
+                self._end_delta = self._delta(res.end, isend=1)
+
+        self.hasdst = bool(self._start_delta)
+
+    def _delta(self, x, isend=0):
+        from dateutil import relativedelta
+        kwargs = {}
+        if x.month is not None:
+            kwargs["month"] = x.month
+            if x.weekday is not None:
+                kwargs["weekday"] = relativedelta.weekday(x.weekday, x.week)
+                if x.week > 0:
+                    kwargs["day"] = 1
+                else:
+                    kwargs["day"] = 31
+            elif x.day:
+                kwargs["day"] = x.day
+        elif x.yday is not None:
+            kwargs["yearday"] = x.yday
+        elif x.jyday is not None:
+            kwargs["nlyearday"] = x.jyday
+        if not kwargs:
+            # Default is to start on first sunday of april, and end
+            # on last sunday of october.
+            if not isend:
+                kwargs["month"] = 4
+                kwargs["day"] = 1
+                kwargs["weekday"] = relativedelta.SU(+1)
+            else:
+                kwargs["month"] = 10
+                kwargs["day"] = 31
+                kwargs["weekday"] = relativedelta.SU(-1)
+        if x.time is not None:
+            kwargs["seconds"] = x.time
+        else:
+            # Default is 2AM.
+            kwargs["seconds"] = 7200
+        if isend:
+            # Convert to standard time, to follow the documented way
+            # of working with the extra hour. See the documentation
+            # of the tzinfo class.
+            delta = self._dst_offset - self._std_offset
+            kwargs["seconds"] -= delta.seconds + delta.days * 86400
+        return relativedelta.relativedelta(**kwargs)
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
+
+
+class _tzicalvtzcomp(object):
+    def __init__(self, tzoffsetfrom, tzoffsetto, isdst,
+                 tzname=None, rrule=None):
+        self.tzoffsetfrom = datetime.timedelta(seconds=tzoffsetfrom)
+        self.tzoffsetto = datetime.timedelta(seconds=tzoffsetto)
+        self.tzoffsetdiff = self.tzoffsetto - self.tzoffsetfrom
+        self.isdst = isdst
+        self.tzname = tzname
+        self.rrule = rrule
+
+
+class _tzicalvtz(_tzinfo):
+    def __init__(self, tzid, comps=[]):
+        super(_tzicalvtz, self).__init__()
+
+        self._tzid = tzid
+        self._comps = comps
+        self._cachedate = []
+        self._cachecomp = []
+        self._cache_lock = _thread.allocate_lock()
+
+    def _find_comp(self, dt):
+        if len(self._comps) == 1:
+            return self._comps[0]
+
+        dt = dt.replace(tzinfo=None)
+
+        try:
+            with self._cache_lock:
+                return self._cachecomp[self._cachedate.index(
+                    (dt, self._fold(dt)))]
+        except ValueError:
+            pass
+
+        lastcompdt = None
+        lastcomp = None
+
+        for comp in self._comps:
+            compdt = self._find_compdt(comp, dt)
+
+            if compdt and (not lastcompdt or lastcompdt < compdt):
+                lastcompdt = compdt
+                lastcomp = comp
+
+        if not lastcomp:
+            # RFC says nothing about what to do when a given
+            # time is before the first onset date. We'll look for the
+            # first standard component, or the first component, if
+            # none is found.
+            for comp in self._comps:
+                if not comp.isdst:
+                    lastcomp = comp
+                    break
+            else:
+                lastcomp = comp[0]
+
+        with self._cache_lock:
+            self._cachedate.insert(0, (dt, self._fold(dt)))
+            self._cachecomp.insert(0, lastcomp)
+
+            if len(self._cachedate) > 10:
+                self._cachedate.pop()
+                self._cachecomp.pop()
+
+        return lastcomp
+
+    def _find_compdt(self, comp, dt):
+        if comp.tzoffsetdiff < ZERO and self._fold(dt):
+            dt -= comp.tzoffsetdiff
+
+        compdt = comp.rrule.before(dt, inc=True)
+
+        return compdt
+
+    def utcoffset(self, dt):
+        if dt is None:
+            return None
+
+        return self._find_comp(dt).tzoffsetto
+
+    def dst(self, dt):
+        comp = self._find_comp(dt)
+        if comp.isdst:
+            return comp.tzoffsetdiff
+        else:
+            return ZERO
+
+    @tzname_in_python2
+    def tzname(self, dt):
+        return self._find_comp(dt).tzname
+
+    def __repr__(self):
+        return "<tzicalvtz %s>" % repr(self._tzid)
+
+    __reduce__ = object.__reduce__
+
+
+class tzical(object):
+    """
+    This object is designed to parse an iCalendar-style ``VTIMEZONE`` structure
+    as set out in `RFC 5545`_ Section 4.6.5 into one or more `tzinfo` objects.
+
+    :param `fileobj`:
+        A file or stream in iCalendar format, which should be UTF-8 encoded
+        with CRLF endings.
+
+    .. _`RFC 5545`: https://tools.ietf.org/html/rfc5545
+    """
+    def __init__(self, fileobj):
+        global rrule
+        from dateutil import rrule
+
+        if isinstance(fileobj, string_types):
+            self._s = fileobj
+            # ical should be encoded in UTF-8 with CRLF
+            fileobj = open(fileobj, 'r')
+        else:
+            self._s = getattr(fileobj, 'name', repr(fileobj))
+            fileobj = _nullcontext(fileobj)
+
+        self._vtz = {}
+
+        with fileobj as fobj:
+            self._parse_rfc(fobj.read())
+
+    def keys(self):
+        """
+        Retrieves the available time zones as a list.
+        """
+        return list(self._vtz.keys())
+
+    def get(self, tzid=None):
+        """
+        Retrieve a :py:class:`datetime.tzinfo` object by its ``tzid``.
+
+        :param tzid:
+            If there is exactly one time zone available, omitting ``tzid``
+            or passing :py:const:`None` value returns it. Otherwise a valid
+            key (which can be retrieved from :func:`keys`) is required.
+
+        :raises ValueError:
+            Raised if ``tzid`` is not specified but there are either more
+            or fewer than 1 zone defined.
+
+        :returns:
+            Returns either a :py:class:`datetime.tzinfo` object representing
+            the relevant time zone or :py:const:`None` if the ``tzid`` was
+            not found.
+        """
+        if tzid is None:
+            if len(self._vtz) == 0:
+                raise ValueError("no timezones defined")
+            elif len(self._vtz) > 1:
+                raise ValueError("more than one timezone available")
+            tzid = next(iter(self._vtz))
+
+        return self._vtz.get(tzid)
+
+    def _parse_offset(self, s):
+        s = s.strip()
+        if not s:
+            raise ValueError("empty offset")
+        if s[0] in ('+', '-'):
+            signal = (-1, +1)[s[0] == '+']
+            s = s[1:]
+        else:
+            signal = +1
+        if len(s) == 4:
+            return (int(s[:2]) * 3600 + int(s[2:]) * 60) * signal
+        elif len(s) == 6:
+            return (int(s[:2]) * 3600 + int(s[2:4]) * 60 + int(s[4:])) * signal
+        else:
+            raise ValueError("invalid offset: " + s)
+
+    def _parse_rfc(self, s):
+        lines = s.splitlines()
+        if not lines:
+            raise ValueError("empty string")
+
+        # Unfold
+        i = 0
+        while i < len(lines):
+            line = lines[i].rstrip()
+            if not line:
+                del lines[i]
+            elif i > 0 and line[0] == " ":
+                lines[i-1] += line[1:]
+                del lines[i]
+            else:
+                i += 1
+
+        tzid = None
+        comps = []
+        invtz = False
+        comptype = None
+        for line in lines:
+            if not line:
+                continue
+            name, value = line.split(':', 1)
+            parms = name.split(';')
+            if not parms:
+                raise ValueError("empty property name")
+            name = parms[0].upper()
+            parms = parms[1:]
+            if invtz:
+                if name == "BEGIN":
+                    if value in ("STANDARD", "DAYLIGHT"):
+                        # Process component
+                        pass
+                    else:
+                        raise ValueError("unknown component: "+value)
+                    comptype = value
+                    founddtstart = False
+                    tzoffsetfrom = None
+                    tzoffsetto = None
+                    rrulelines = []
+                    tzname = None
+                elif name == "END":
+                    if value == "VTIMEZONE":
+                        if comptype:
+                            raise ValueError("component not closed: "+comptype)
+                        if not tzid:
+                            raise ValueError("mandatory TZID not found")
+                        if not comps:
+                            raise ValueError(
+                                "at least one component is needed")
+                        # Process vtimezone
+                        self._vtz[tzid] = _tzicalvtz(tzid, comps)
+                        invtz = False
+                    elif value == comptype:
+                        if not founddtstart:
+                            raise ValueError("mandatory DTSTART not found")
+                        if tzoffsetfrom is None:
+                            raise ValueError(
+                                "mandatory TZOFFSETFROM not found")
+                        if tzoffsetto is None:
+                            raise ValueError(
+                                "mandatory TZOFFSETFROM not found")
+                        # Process component
+                        rr = None
+                        if rrulelines:
+                            rr = rrule.rrulestr("\n".join(rrulelines),
+                                                compatible=True,
+                                                ignoretz=True,
+                                                cache=True)
+                        comp = _tzicalvtzcomp(tzoffsetfrom, tzoffsetto,
+                                              (comptype == "DAYLIGHT"),
+                                              tzname, rr)
+                        comps.append(comp)
+                        comptype = None
+                    else:
+                        raise ValueError("invalid component end: "+value)
+                elif comptype:
+                    if name == "DTSTART":
+                        # DTSTART in VTIMEZONE takes a subset of valid RRULE
+                        # values under RFC 5545.
+                        for parm in parms:
+                            if parm != 'VALUE=DATE-TIME':
+                                msg = ('Unsupported DTSTART param in ' +
+                                       'VTIMEZONE: ' + parm)
+                                raise ValueError(msg)
+                        rrulelines.append(line)
+                        founddtstart = True
+                    elif name in ("RRULE", "RDATE", "EXRULE", "EXDATE"):
+                        rrulelines.append(line)
+                    elif name == "TZOFFSETFROM":
+                        if parms:
+                            raise ValueError(
+                                "unsupported %s parm: %s " % (name, parms[0]))
+                        tzoffsetfrom = self._parse_offset(value)
+                    elif name == "TZOFFSETTO":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZOFFSETTO parm: "+parms[0])
+                        tzoffsetto = self._parse_offset(value)
+                    elif name == "TZNAME":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZNAME parm: "+parms[0])
+                        tzname = value
+                    elif name == "COMMENT":
+                        pass
+                    else:
+                        raise ValueError("unsupported property: "+name)
+                else:
+                    if name == "TZID":
+                        if parms:
+                            raise ValueError(
+                                "unsupported TZID parm: "+parms[0])
+                        tzid = value
+                    elif name in ("TZURL", "LAST-MODIFIED", "COMMENT"):
+                        pass
+                    else:
+                        raise ValueError("unsupported property: "+name)
+            elif name == "BEGIN" and value == "VTIMEZONE":
+                tzid = None
+                comps = []
+                invtz = True
+
+    def __repr__(self):
+        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
+
+
+if sys.platform != "win32":
+    TZFILES = ["/etc/localtime", "localtime"]
+    TZPATHS = ["/usr/share/zoneinfo",
+               "/usr/lib/zoneinfo",
+               "/usr/share/lib/zoneinfo",
+               "/etc/zoneinfo"]
+else:
+    TZFILES = []
+    TZPATHS = []
+
+
+def __get_gettz():
+    tzlocal_classes = (tzlocal,)
+    if tzwinlocal is not None:
+        tzlocal_classes += (tzwinlocal,)
+
+    class GettzFunc(object):
+        """
+        Retrieve a time zone object from a string representation
+
+        This function is intended to retrieve the :py:class:`tzinfo` subclass
+        that best represents the time zone that would be used if a POSIX
+        `TZ variable`_ were set to the same value.
+
+        If no argument or an empty string is passed to ``gettz``, local time
+        is returned:
+
+        .. code-block:: python3
+
+            >>> gettz()
+            tzfile('/etc/localtime')
+
+        This function is also the preferred way to map IANA tz database keys
+        to :class:`tzfile` objects:
+
+        .. code-block:: python3
+
+            >>> gettz('Pacific/Kiritimati')
+            tzfile('/usr/share/zoneinfo/Pacific/Kiritimati')
+
+        On Windows, the standard is extended to include the Windows-specific
+        zone names provided by the operating system:
+
+        .. code-block:: python3
+
+            >>> gettz('Egypt Standard Time')
+            tzwin('Egypt Standard Time')
+
+        Passing a GNU ``TZ`` style string time zone specification returns a
+        :class:`tzstr` object:
+
+        .. code-block:: python3
+
+            >>> gettz('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
+            tzstr('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
+
+        :param name:
+            A time zone name (IANA, or, on Windows, Windows keys), location of
+            a ``tzfile(5)`` zoneinfo file or ``TZ`` variable style time zone
+            specifier. An empty string, no argument or ``None`` is interpreted
+            as local time.
+
+        :return:
+            Returns an instance of one of ``dateutil``'s :py:class:`tzinfo`
+            subclasses.
+
+        .. versionchanged:: 2.7.0
+
+            After version 2.7.0, any two calls to ``gettz`` using the same
+            input strings will return the same object:
+
+            .. code-block:: python3
+
+                >>> tz.gettz('America/Chicago') is tz.gettz('America/Chicago')
+                True
+
+            In addition to improving performance, this ensures that
+            `"same zone" semantics`_ are used for datetimes in the same zone.
+
+
+        .. _`TZ variable`:
+            https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
+
+        .. _`"same zone" semantics`:
+            https://blog.ganssle.io/articles/2018/02/aware-datetime-arithmetic.html
+        """
+        def __init__(self):
+
+            self.__instances = weakref.WeakValueDictionary()
+            self.__strong_cache_size = 8
+            self.__strong_cache = OrderedDict()
+            self._cache_lock = _thread.allocate_lock()
+
+        def __call__(self, name=None):
+            with self._cache_lock:
+                rv = self.__instances.get(name, None)
+
+                if rv is None:
+                    rv = self.nocache(name=name)
+                    if not (name is None
+                            or isinstance(rv, tzlocal_classes)
+                            or rv is None):
+                        # tzlocal is slightly more complicated than the other
+                        # time zone providers because it depends on environment
+                        # at construction time, so don't cache that.
+                        #
+                        # We also cannot store weak references to None, so we
+                        # will also not store that.
+                        self.__instances[name] = rv
+                    else:
+                        # No need for strong caching, return immediately
+                        return rv
+
+                self.__strong_cache[name] = self.__strong_cache.pop(name, rv)
+
+                if len(self.__strong_cache) > self.__strong_cache_size:
+                    self.__strong_cache.popitem(last=False)
+
+            return rv
+
+        def set_cache_size(self, size):
+            with self._cache_lock:
+                self.__strong_cache_size = size
+                while len(self.__strong_cache) > size:
+                    self.__strong_cache.popitem(last=False)
+
+        def cache_clear(self):
+            with self._cache_lock:
+                self.__instances = weakref.WeakValueDictionary()
+                self.__strong_cache.clear()
+
+        @staticmethod
+        def nocache(name=None):
+            """A non-cached version of gettz"""
+            tz = None
+            if not name:
+                try:
+                    name = os.environ["TZ"]
+                except KeyError:
+                    pass
+            if name is None or name in ("", ":"):
+                for filepath in TZFILES:
+                    if not os.path.isabs(filepath):
+                        filename = filepath
+                        for path in TZPATHS:
+                            filepath = os.path.join(path, filename)
+                            if os.path.isfile(filepath):
+                                break
+                        else:
+                            continue
+                    if os.path.isfile(filepath):
+                        try:
+                            tz = tzfile(filepath)
+                            break
+                        except (IOError, OSError, ValueError):
+                            pass
+                else:
+                    tz = tzlocal()
+            else:
+                try:
+                    if name.startswith(":"):
+                        name = name[1:]
+                except TypeError as e:
+                    if isinstance(name, bytes):
+                        new_msg = "gettz argument should be str, not bytes"
+                        six.raise_from(TypeError(new_msg), e)
+                    else:
+                        raise
+                if os.path.isabs(name):
+                    if os.path.isfile(name):
+                        tz = tzfile(name)
+                    else:
+                        tz = None
+                else:
+                    for path in TZPATHS:
+                        filepath = os.path.join(path, name)
+                        if not os.path.isfile(filepath):
+                            filepath = filepath.replace(' ', '_')
+                            if not os.path.isfile(filepath):
+                                continue
+                        try:
+                            tz = tzfile(filepath)
+                            break
+                        except (IOError, OSError, ValueError):
+                            pass
+                    else:
+                        tz = None
+                        if tzwin is not None:
+                            try:
+                                tz = tzwin(name)
+                            except (WindowsError, UnicodeEncodeError):
+                                # UnicodeEncodeError is for Python 2.7 compat
+                                tz = None
+
+                        if not tz:
+                            from dateutil.zoneinfo import get_zonefile_instance
+                            tz = get_zonefile_instance().get(name)
+
+                        if not tz:
+                            for c in name:
+                                # name is not a tzstr unless it has at least
+                                # one offset. For short values of "name", an
+                                # explicit for loop seems to be the fastest way
+                                # To determine if a string contains a digit
+                                if c in "0123456789":
+                                    try:
+                                        tz = tzstr(name)
+                                    except ValueError:
+                                        pass
+                                    break
+                            else:
+                                if name in ("GMT", "UTC"):
+                                    tz = UTC
+                                elif name in time.tzname:
+                                    tz = tzlocal()
+            return tz
+
+    return GettzFunc()
+
+
+gettz = __get_gettz()
+del __get_gettz
+
+
+def datetime_exists(dt, tz=None):
+    """
+    Given a datetime and a time zone, determine whether or not a given datetime
+    would fall in a gap.
+
+    :param dt:
+        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
+        is provided.)
+
+    :param tz:
+        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
+        ``None`` or not provided, the datetime's own time zone will be used.
+
+    :return:
+        Returns a boolean value whether or not the "wall time" exists in
+        ``tz``.
+
+    .. versionadded:: 2.7.0
+    """
+    if tz is None:
+        if dt.tzinfo is None:
+            raise ValueError('Datetime is naive and no time zone provided.')
+        tz = dt.tzinfo
+
+    dt = dt.replace(tzinfo=None)
+
+    # This is essentially a test of whether or not the datetime can survive
+    # a round trip to UTC.
+    dt_rt = dt.replace(tzinfo=tz).astimezone(UTC).astimezone(tz)
+    dt_rt = dt_rt.replace(tzinfo=None)
+
+    return dt == dt_rt
+
+
+def datetime_ambiguous(dt, tz=None):
+    """
+    Given a datetime and a time zone, determine whether or not a given datetime
+    is ambiguous (i.e if there are two times differentiated only by their DST
+    status).
+
+    :param dt:
+        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
+        is provided.)
+
+    :param tz:
+        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
+        ``None`` or not provided, the datetime's own time zone will be used.
+
+    :return:
+        Returns a boolean value whether or not the "wall time" is ambiguous in
+        ``tz``.
+
+    .. versionadded:: 2.6.0
+    """
+    if tz is None:
+        if dt.tzinfo is None:
+            raise ValueError('Datetime is naive and no time zone provided.')
+
+        tz = dt.tzinfo
+
+    # If a time zone defines its own "is_ambiguous" function, we'll use that.
+    is_ambiguous_fn = getattr(tz, 'is_ambiguous', None)
+    if is_ambiguous_fn is not None:
+        try:
+            return tz.is_ambiguous(dt)
+        except Exception:
+            pass
+
+    # If it doesn't come out and tell us it's ambiguous, we'll just check if
+    # the fold attribute has any effect on this particular date and time.
+    dt = dt.replace(tzinfo=tz)
+    wall_0 = enfold(dt, fold=0)
+    wall_1 = enfold(dt, fold=1)
+
+    same_offset = wall_0.utcoffset() == wall_1.utcoffset()
+    same_dst = wall_0.dst() == wall_1.dst()
+
+    return not (same_offset and same_dst)
+
+
+def resolve_imaginary(dt):
+    """
+    Given a datetime that may be imaginary, return an existing datetime.
+
+    This function assumes that an imaginary datetime represents what the
+    wall time would be in a zone had the offset transition not occurred, so
+    it will always fall forward by the transition's change in offset.
+
+    .. doctest::
+
+        >>> from dateutil import tz
+        >>> from datetime import datetime
+        >>> NYC = tz.gettz('America/New_York')
+        >>> print(tz.resolve_imaginary(datetime(2017, 3, 12, 2, 30, tzinfo=NYC)))
+        2017-03-12 03:30:00-04:00
+
+        >>> KIR = tz.gettz('Pacific/Kiritimati')
+        >>> print(tz.resolve_imaginary(datetime(1995, 1, 1, 12, 30, tzinfo=KIR)))
+        1995-01-02 12:30:00+14:00
+
+    As a note, :func:`datetime.astimezone` is guaranteed to produce a valid,
+    existing datetime, so a round-trip to and from UTC is sufficient to get
+    an extant datetime, however, this generally "falls back" to an earlier time
+    rather than falling forward to the STD side (though no guarantees are made
+    about this behavior).
+
+    :param dt:
+        A :class:`datetime.datetime` which may or may not exist.
+
+    :return:
+        Returns an existing :class:`datetime.datetime`. If ``dt`` was not
+        imaginary, the datetime returned is guaranteed to be the same object
+        passed to the function.
+
+    .. versionadded:: 2.7.0
+    """
+    if dt.tzinfo is not None and not datetime_exists(dt):
+
+        curr_offset = (dt + datetime.timedelta(hours=24)).utcoffset()
+        old_offset = (dt - datetime.timedelta(hours=24)).utcoffset()
+
+        dt += curr_offset - old_offset
+
+    return dt
+
+
+def _datetime_to_timestamp(dt):
+    """
+    Convert a :class:`datetime.datetime` object to an epoch timestamp in
+    seconds since January 1, 1970, ignoring the time zone.
+    """
+    return (dt.replace(tzinfo=None) - EPOCH).total_seconds()
+
+
+if sys.version_info >= (3, 6):
+    def _get_supported_offset(second_offset):
+        return second_offset
+else:
+    def _get_supported_offset(second_offset):
+        # For python pre-3.6, round to full-minutes if that's not the case.
+        # Python's datetime doesn't accept sub-minute timezones. Check
+        # http://python.org/sf/1447945 or https://bugs.python.org/issue5288
+        # for some information.
+        old_offset = second_offset
+        calculated_offset = 60 * ((second_offset + 30) // 60)
+        return calculated_offset
+
+
+try:
+    # Python 3.7 feature
+    from contextlib import nullcontext as _nullcontext
+except ImportError:
+    class _nullcontext(object):
+        """
+        Class for wrapping contexts so that they are passed through in a
+        with statement.
+        """
+        def __init__(self, context):
+            self.context = context
+
+        def __enter__(self):
+            return self.context
+
+        def __exit__(*args, **kwargs):
+            pass
+
+# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
new file mode 100644
index 000000000..cde07ba79
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
@@ -0,0 +1,370 @@
+# -*- coding: utf-8 -*-
+"""
+This module provides an interface to the native time zone data on Windows,
+including :py:class:`datetime.tzinfo` implementations.
+
+Attempting to import this module on a non-Windows platform will raise an
+:py:obj:`ImportError`.
+"""
+# This code was originally contributed by Jeffrey Harris.
+import datetime
+import struct
+
+from six.moves import winreg
+from six import text_type
+
+try:
+    import ctypes
+    from ctypes import wintypes
+except ValueError:
+    # ValueError is raised on non-Windows systems for some horrible reason.
+    raise ImportError("Running tzwin on non-Windows system")
+
+from ._common import tzrangebase
+
+__all__ = ["tzwin", "tzwinlocal", "tzres"]
+
+ONEWEEK = datetime.timedelta(7)
+
+TZKEYNAMENT = r"SOFTWARE\Microsoft\Windows NT\CurrentVersion\Time Zones"
+TZKEYNAME9X = r"SOFTWARE\Microsoft\Windows\CurrentVersion\Time Zones"
+TZLOCALKEYNAME = r"SYSTEM\CurrentControlSet\Control\TimeZoneInformation"
+
+
+def _settzkeyname():
+    handle = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
+    try:
+        winreg.OpenKey(handle, TZKEYNAMENT).Close()
+        TZKEYNAME = TZKEYNAMENT
+    except WindowsError:
+        TZKEYNAME = TZKEYNAME9X
+    handle.Close()
+    return TZKEYNAME
+
+
+TZKEYNAME = _settzkeyname()
+
+
+class tzres(object):
+    """
+    Class for accessing ``tzres.dll``, which contains timezone name related
+    resources.
+
+    .. versionadded:: 2.5.0
+    """
+    p_wchar = ctypes.POINTER(wintypes.WCHAR)        # Pointer to a wide char
+
+    def __init__(self, tzres_loc='tzres.dll'):
+        # Load the user32 DLL so we can load strings from tzres
+        user32 = ctypes.WinDLL('user32')
+
+        # Specify the LoadStringW function
+        user32.LoadStringW.argtypes = (wintypes.HINSTANCE,
+                                       wintypes.UINT,
+                                       wintypes.LPWSTR,
+                                       ctypes.c_int)
+
+        self.LoadStringW = user32.LoadStringW
+        self._tzres = ctypes.WinDLL(tzres_loc)
+        self.tzres_loc = tzres_loc
+
+    def load_name(self, offset):
+        """
+        Load a timezone name from a DLL offset (integer).
+
+        >>> from dateutil.tzwin import tzres
+        >>> tzr = tzres()
+        >>> print(tzr.load_name(112))
+        'Eastern Standard Time'
+
+        :param offset:
+            A positive integer value referring to a string from the tzres dll.
+
+        .. note::
+
+            Offsets found in the registry are generally of the form
+            ``@tzres.dll,-114``. The offset in this case is 114, not -114.
+
+        """
+        resource = self.p_wchar()
+        lpBuffer = ctypes.cast(ctypes.byref(resource), wintypes.LPWSTR)
+        nchar = self.LoadStringW(self._tzres._handle, offset, lpBuffer, 0)
+        return resource[:nchar]
+
+    def name_from_string(self, tzname_str):
+        """
+        Parse strings as returned from the Windows registry into the time zone
+        name as defined in the registry.
+
+        >>> from dateutil.tzwin import tzres
+        >>> tzr = tzres()
+        >>> print(tzr.name_from_string('@tzres.dll,-251'))
+        'Dateline Daylight Time'
+        >>> print(tzr.name_from_string('Eastern Standard Time'))
+        'Eastern Standard Time'
+
+        :param tzname_str:
+            A timezone name string as returned from a Windows registry key.
+
+        :return:
+            Returns the localized timezone string from tzres.dll if the string
+            is of the form `@tzres.dll,-offset`, else returns the input string.
+        """
+        if not tzname_str.startswith('@'):
+            return tzname_str
+
+        name_splt = tzname_str.split(',-')
+        try:
+            offset = int(name_splt[1])
+        except:
+            raise ValueError("Malformed timezone string.")
+
+        return self.load_name(offset)
+
+
+class tzwinbase(tzrangebase):
+    """tzinfo class based on win32's timezones available in the registry."""
+    def __init__(self):
+        raise NotImplementedError('tzwinbase is an abstract base class')
+
+    def __eq__(self, other):
+        # Compare on all relevant dimensions, including name.
+        if not isinstance(other, tzwinbase):
+            return NotImplemented
+
+        return  (self._std_offset == other._std_offset and
+                 self._dst_offset == other._dst_offset and
+                 self._stddayofweek == other._stddayofweek and
+                 self._dstdayofweek == other._dstdayofweek and
+                 self._stdweeknumber == other._stdweeknumber and
+                 self._dstweeknumber == other._dstweeknumber and
+                 self._stdhour == other._stdhour and
+                 self._dsthour == other._dsthour and
+                 self._stdminute == other._stdminute and
+                 self._dstminute == other._dstminute and
+                 self._std_abbr == other._std_abbr and
+                 self._dst_abbr == other._dst_abbr)
+
+    @staticmethod
+    def list():
+        """Return a list of all time zones known to the system."""
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            with winreg.OpenKey(handle, TZKEYNAME) as tzkey:
+                result = [winreg.EnumKey(tzkey, i)
+                          for i in range(winreg.QueryInfoKey(tzkey)[0])]
+        return result
+
+    def display(self):
+        """
+        Return the display name of the time zone.
+        """
+        return self._display
+
+    def transitions(self, year):
+        """
+        For a given year, get the DST on and off transition times, expressed
+        always on the standard time side. For zones with no transitions, this
+        function returns ``None``.
+
+        :param year:
+            The year whose transitions you would like to query.
+
+        :return:
+            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
+            ``(dston, dstoff)`` for zones with an annual DST transition, or
+            ``None`` for fixed offset zones.
+        """
+
+        if not self.hasdst:
+            return None
+
+        dston = picknthweekday(year, self._dstmonth, self._dstdayofweek,
+                               self._dsthour, self._dstminute,
+                               self._dstweeknumber)
+
+        dstoff = picknthweekday(year, self._stdmonth, self._stddayofweek,
+                                self._stdhour, self._stdminute,
+                                self._stdweeknumber)
+
+        # Ambiguous dates default to the STD side
+        dstoff -= self._dst_base_offset
+
+        return dston, dstoff
+
+    def _get_hasdst(self):
+        return self._dstmonth != 0
+
+    @property
+    def _dst_base_offset(self):
+        return self._dst_base_offset_
+
+
+class tzwin(tzwinbase):
+    """
+    Time zone object created from the zone info in the Windows registry
+
+    These are similar to :py:class:`dateutil.tz.tzrange` objects in that
+    the time zone data is provided in the format of a single offset rule
+    for either 0 or 2 time zone transitions per year.
+
+    :param: name
+        The name of a Windows time zone key, e.g. "Eastern Standard Time".
+        The full list of keys can be retrieved with :func:`tzwin.list`.
+    """
+
+    def __init__(self, name):
+        self._name = name
+
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            tzkeyname = text_type("{kn}\\{name}").format(kn=TZKEYNAME, name=name)
+            with winreg.OpenKey(handle, tzkeyname) as tzkey:
+                keydict = valuestodict(tzkey)
+
+        self._std_abbr = keydict["Std"]
+        self._dst_abbr = keydict["Dlt"]
+
+        self._display = keydict["Display"]
+
+        # See http://ww_winreg.jsiinc.com/SUBA/tip0300/rh0398.htm
+        tup = struct.unpack("=3l16h", keydict["TZI"])
+        stdoffset = -tup[0]-tup[1]          # Bias + StandardBias * -1
+        dstoffset = stdoffset-tup[2]        # + DaylightBias * -1
+        self._std_offset = datetime.timedelta(minutes=stdoffset)
+        self._dst_offset = datetime.timedelta(minutes=dstoffset)
+
+        # for the meaning see the win32 TIME_ZONE_INFORMATION structure docs
+        # http://msdn.microsoft.com/en-us/library/windows/desktop/ms725481(v=vs.85).aspx
+        (self._stdmonth,
+         self._stddayofweek,   # Sunday = 0
+         self._stdweeknumber,  # Last = 5
+         self._stdhour,
+         self._stdminute) = tup[4:9]
+
+        (self._dstmonth,
+         self._dstdayofweek,   # Sunday = 0
+         self._dstweeknumber,  # Last = 5
+         self._dsthour,
+         self._dstminute) = tup[12:17]
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = self._get_hasdst()
+
+    def __repr__(self):
+        return "tzwin(%s)" % repr(self._name)
+
+    def __reduce__(self):
+        return (self.__class__, (self._name,))
+
+
+class tzwinlocal(tzwinbase):
+    """
+    Class representing the local time zone information in the Windows registry
+
+    While :class:`dateutil.tz.tzlocal` makes system calls (via the :mod:`time`
+    module) to retrieve time zone information, ``tzwinlocal`` retrieves the
+    rules directly from the Windows registry and creates an object like
+    :class:`dateutil.tz.tzwin`.
+
+    Because Windows does not have an equivalent of :func:`time.tzset`, on
+    Windows, :class:`dateutil.tz.tzlocal` instances will always reflect the
+    time zone settings *at the time that the process was started*, meaning
+    changes to the machine's time zone settings during the run of a program
+    on Windows will **not** be reflected by :class:`dateutil.tz.tzlocal`.
+    Because ``tzwinlocal`` reads the registry directly, it is unaffected by
+    this issue.
+    """
+    def __init__(self):
+        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
+            with winreg.OpenKey(handle, TZLOCALKEYNAME) as tzlocalkey:
+                keydict = valuestodict(tzlocalkey)
+
+            self._std_abbr = keydict["StandardName"]
+            self._dst_abbr = keydict["DaylightName"]
+
+            try:
+                tzkeyname = text_type('{kn}\\{sn}').format(kn=TZKEYNAME,
+                                                          sn=self._std_abbr)
+                with winreg.OpenKey(handle, tzkeyname) as tzkey:
+                    _keydict = valuestodict(tzkey)
+                    self._display = _keydict["Display"]
+            except OSError:
+                self._display = None
+
+        stdoffset = -keydict["Bias"]-keydict["StandardBias"]
+        dstoffset = stdoffset-keydict["DaylightBias"]
+
+        self._std_offset = datetime.timedelta(minutes=stdoffset)
+        self._dst_offset = datetime.timedelta(minutes=dstoffset)
+
+        # For reasons unclear, in this particular key, the day of week has been
+        # moved to the END of the SYSTEMTIME structure.
+        tup = struct.unpack("=8h", keydict["StandardStart"])
+
+        (self._stdmonth,
+         self._stdweeknumber,  # Last = 5
+         self._stdhour,
+         self._stdminute) = tup[1:5]
+
+        self._stddayofweek = tup[7]
+
+        tup = struct.unpack("=8h", keydict["DaylightStart"])
+
+        (self._dstmonth,
+         self._dstweeknumber,  # Last = 5
+         self._dsthour,
+         self._dstminute) = tup[1:5]
+
+        self._dstdayofweek = tup[7]
+
+        self._dst_base_offset_ = self._dst_offset - self._std_offset
+        self.hasdst = self._get_hasdst()
+
+    def __repr__(self):
+        return "tzwinlocal()"
+
+    def __str__(self):
+        # str will return the standard name, not the daylight name.
+        return "tzwinlocal(%s)" % repr(self._std_abbr)
+
+    def __reduce__(self):
+        return (self.__class__, ())
+
+
+def picknthweekday(year, month, dayofweek, hour, minute, whichweek):
+    """ dayofweek == 0 means Sunday, whichweek 5 means last instance """
+    first = datetime.datetime(year, month, 1, hour, minute)
+
+    # This will work if dayofweek is ISO weekday (1-7) or Microsoft-style (0-6),
+    # Because 7 % 7 = 0
+    weekdayone = first.replace(day=((dayofweek - first.isoweekday()) % 7) + 1)
+    wd = weekdayone + ((whichweek - 1) * ONEWEEK)
+    if (wd.month != month):
+        wd -= ONEWEEK
+
+    return wd
+
+
+def valuestodict(key):
+    """Convert a registry key's values to a dictionary."""
+    dout = {}
+    size = winreg.QueryInfoKey(key)[1]
+    tz_res = None
+
+    for i in range(size):
+        key_name, value, dtype = winreg.EnumValue(key, i)
+        if dtype == winreg.REG_DWORD or dtype == winreg.REG_DWORD_LITTLE_ENDIAN:
+            # If it's a DWORD (32-bit integer), it's stored as unsigned - convert
+            # that to a proper signed integer
+            if value & (1 << 31):
+                value = value - (1 << 32)
+        elif dtype == winreg.REG_SZ:
+            # If it's a reference to the tzres DLL, load the actual string
+            if value.startswith('@tzres'):
+                tz_res = tz_res or tzres()
+                value = tz_res.name_from_string(value)
+
+            value = value.rstrip('\x00')    # Remove trailing nulls
+
+        dout[key_name] = value
+
+    return dout
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
new file mode 100644
index 000000000..cebc673e4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
@@ -0,0 +1,2 @@
+# tzwin has moved to dateutil.tz.win
+from .tz.win import *
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
new file mode 100644
index 000000000..dd2d245a0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
@@ -0,0 +1,71 @@
+# -*- coding: utf-8 -*-
+"""
+This module offers general convenience and utility functions for dealing with
+datetimes.
+
+.. versionadded:: 2.7.0
+"""
+from __future__ import unicode_literals
+
+from datetime import datetime, time
+
+
+def today(tzinfo=None):
+    """
+    Returns a :py:class:`datetime` representing the current day at midnight
+
+    :param tzinfo:
+        The time zone to attach (also used to determine the current day).
+
+    :return:
+        A :py:class:`datetime.datetime` object representing the current day
+        at midnight.
+    """
+
+    dt = datetime.now(tzinfo)
+    return datetime.combine(dt.date(), time(0, tzinfo=tzinfo))
+
+
+def default_tzinfo(dt, tzinfo):
+    """
+    Sets the ``tzinfo`` parameter on naive datetimes only
+
+    This is useful for example when you are provided a datetime that may have
+    either an implicit or explicit time zone, such as when parsing a time zone
+    string.
+
+    .. doctest::
+
+        >>> from dateutil.tz import tzoffset
+        >>> from dateutil.parser import parse
+        >>> from dateutil.utils import default_tzinfo
+        >>> dflt_tz = tzoffset("EST", -18000)
+        >>> print(default_tzinfo(parse('2014-01-01 12:30 UTC'), dflt_tz))
+        2014-01-01 12:30:00+00:00
+        >>> print(default_tzinfo(parse('2014-01-01 12:30'), dflt_tz))
+        2014-01-01 12:30:00-05:00
+
+    :param dt:
+        The datetime on which to replace the time zone
+
+    :param tzinfo:
+        The :py:class:`datetime.tzinfo` subclass instance to assign to
+        ``dt`` if (and only if) it is naive.
+
+    :return:
+        Returns an aware :py:class:`datetime.datetime`.
+    """
+    if dt.tzinfo is not None:
+        return dt
+    else:
+        return dt.replace(tzinfo=tzinfo)
+
+
+def within_delta(dt1, dt2, delta):
+    """
+    Useful for comparing two datetimes that may have a negligible difference
+    to be considered equal.
+    """
+    delta = abs(delta)
+    difference = dt1 - dt2
+    return -delta <= difference <= delta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
new file mode 100644
index 000000000..34f11ad66
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
@@ -0,0 +1,167 @@
+# -*- coding: utf-8 -*-
+import warnings
+import json
+
+from tarfile import TarFile
+from pkgutil import get_data
+from io import BytesIO
+
+from dateutil.tz import tzfile as _tzfile
+
+__all__ = ["get_zonefile_instance", "gettz", "gettz_db_metadata"]
+
+ZONEFILENAME = "dateutil-zoneinfo.tar.gz"
+METADATA_FN = 'METADATA'
+
+
+class tzfile(_tzfile):
+    def __reduce__(self):
+        return (gettz, (self._filename,))
+
+
+def getzoneinfofile_stream():
+    try:
+        return BytesIO(get_data(__name__, ZONEFILENAME))
+    except IOError as e:  # TODO  switch to FileNotFoundError?
+        warnings.warn("I/O error({0}): {1}".format(e.errno, e.strerror))
+        return None
+
+
+class ZoneInfoFile(object):
+    def __init__(self, zonefile_stream=None):
+        if zonefile_stream is not None:
+            with TarFile.open(fileobj=zonefile_stream) as tf:
+                self.zones = {zf.name: tzfile(tf.extractfile(zf), filename=zf.name)
+                              for zf in tf.getmembers()
+                              if zf.isfile() and zf.name != METADATA_FN}
+                # deal with links: They'll point to their parent object. Less
+                # waste of memory
+                links = {zl.name: self.zones[zl.linkname]
+                         for zl in tf.getmembers() if
+                         zl.islnk() or zl.issym()}
+                self.zones.update(links)
+                try:
+                    metadata_json = tf.extractfile(tf.getmember(METADATA_FN))
+                    metadata_str = metadata_json.read().decode('UTF-8')
+                    self.metadata = json.loads(metadata_str)
+                except KeyError:
+                    # no metadata in tar file
+                    self.metadata = None
+        else:
+            self.zones = {}
+            self.metadata = None
+
+    def get(self, name, default=None):
+        """
+        Wrapper for :func:`ZoneInfoFile.zones.get`. This is a convenience method
+        for retrieving zones from the zone dictionary.
+
+        :param name:
+            The name of the zone to retrieve. (Generally IANA zone names)
+
+        :param default:
+            The value to return in the event of a missing key.
+
+        .. versionadded:: 2.6.0
+
+        """
+        return self.zones.get(name, default)
+
+
+# The current API has gettz as a module function, although in fact it taps into
+# a stateful class. So as a workaround for now, without changing the API, we
+# will create a new "global" class instance the first time a user requests a
+# timezone. Ugly, but adheres to the api.
+#
+# TODO: Remove after deprecation period.
+_CLASS_ZONE_INSTANCE = []
+
+
+def get_zonefile_instance(new_instance=False):
+    """
+    This is a convenience function which provides a :class:`ZoneInfoFile`
+    instance using the data provided by the ``dateutil`` package. By default, it
+    caches a single instance of the ZoneInfoFile object and returns that.
+
+    :param new_instance:
+        If ``True``, a new instance of :class:`ZoneInfoFile` is instantiated and
+        used as the cached instance for the next call. Otherwise, new instances
+        are created only as necessary.
+
+    :return:
+        Returns a :class:`ZoneInfoFile` object.
+
+    .. versionadded:: 2.6
+    """
+    if new_instance:
+        zif = None
+    else:
+        zif = getattr(get_zonefile_instance, '_cached_instance', None)
+
+    if zif is None:
+        zif = ZoneInfoFile(getzoneinfofile_stream())
+
+        get_zonefile_instance._cached_instance = zif
+
+    return zif
+
+
+def gettz(name):
+    """
+    This retrieves a time zone from the local zoneinfo tarball that is packaged
+    with dateutil.
+
+    :param name:
+        An IANA-style time zone name, as found in the zoneinfo file.
+
+    :return:
+        Returns a :class:`dateutil.tz.tzfile` time zone object.
+
+    .. warning::
+        It is generally inadvisable to use this function, and it is only
+        provided for API compatibility with earlier versions. This is *not*
+        equivalent to ``dateutil.tz.gettz()``, which selects an appropriate
+        time zone based on the inputs, favoring system zoneinfo. This is ONLY
+        for accessing the dateutil-specific zoneinfo (which may be out of
+        date compared to the system zoneinfo).
+
+    .. deprecated:: 2.6
+        If you need to use a specific zoneinfofile over the system zoneinfo,
+        instantiate a :class:`dateutil.zoneinfo.ZoneInfoFile` object and call
+        :func:`dateutil.zoneinfo.ZoneInfoFile.get(name)` instead.
+
+        Use :func:`get_zonefile_instance` to retrieve an instance of the
+        dateutil-provided zoneinfo.
+    """
+    warnings.warn("zoneinfo.gettz() will be removed in future versions, "
+                  "to use the dateutil-provided zoneinfo files, instantiate a "
+                  "ZoneInfoFile object and use ZoneInfoFile.zones.get() "
+                  "instead. See the documentation for details.",
+                  DeprecationWarning)
+
+    if len(_CLASS_ZONE_INSTANCE) == 0:
+        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
+    return _CLASS_ZONE_INSTANCE[0].zones.get(name)
+
+
+def gettz_db_metadata():
+    """ Get the zonefile metadata
+
+    See `zonefile_metadata`_
+
+    :returns:
+        A dictionary with the database metadata
+
+    .. deprecated:: 2.6
+        See deprecation warning in :func:`zoneinfo.gettz`. To get metadata,
+        query the attribute ``zoneinfo.ZoneInfoFile.metadata``.
+    """
+    warnings.warn("zoneinfo.gettz_db_metadata() will be removed in future "
+                  "versions, to use the dateutil-provided zoneinfo files, "
+                  "ZoneInfoFile object and query the 'metadata' attribute "
+                  "instead. See the documentation for details.",
+                  DeprecationWarning)
+
+    if len(_CLASS_ZONE_INSTANCE) == 0:
+        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
+    return _CLASS_ZONE_INSTANCE[0].metadata
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz
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z+Zg%a3rE1`{KuyczSN*qRIVChzAXst^Ch)lgqByCTR)#H(CoG>y+`oi?qLef`b5R~
za1BFR-X@lf+=!Z6V~q8W6RX}Q-v63CT4M?X3_N7}^VqU;CM`1ewx;%DY4@hX;{6-E
zxf3!g>Tu8E#5c<>`^nZfUYi$4Hm8&<)s$RCoqp1Ps(EKYu>H}WRG}Iogcwqzy185(
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zRLm^4{AuZ(j(p;HIDay0IUQ@`u|H5UV`IvuQmSK2RPus6r82w|Ss`N(Vg1(6QK90k
zV9cPE8YOeet>Cb7uVS@(rg0)T#G#*Y*uDl53bNpkgtEl(;E;xz;Ib_S5=ye*kn_AH
z$Hfk14StFtS7b3`p$j5ZW(j_VQBpL)p-6|}6)I5V!SIR|C`w^?{1Dlj3X5heUO|K=
zBzVG*ppQW&H`qQ4Lw>{X#BK!N3B~G$MdMOz!0;YHu!Xenq#;4%3J18dSg>d;hyoTK
zJ(esXEE)&W8HnwI70hxEMhSzwSCFNFK|UzR-iAR4ZuH<1;$R0WSX2sx;t}4D5q~Vp
z1B(t<`+@fjOI8pDA%Sq<;*DU*ioqbC6l5h~5b_&61cW%>v52r`73lst1mWi4;R$2Q
zYQP{=5Dt7iEfp#Y&H;1TSCsfR*s=zc_}<tRIW1SQoq;U(Q``ve;|320vWT*Tk`lV$
z1}_G(NO)IKDsXE>GeX{hdnQOHxMzmog<@0U1rrLxKENPsH<T#|%{s9paAc!l(Hszk
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k-Lu`Dsv!jAOj2G4i|ud!znM1_kpKbf&pA`9KpL$72fQJK^Z)<=

literal 0
HcmV?d00001

diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
new file mode 100644
index 000000000..684c6586f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
@@ -0,0 +1,75 @@
+import logging
+import os
+import tempfile
+import shutil
+import json
+from subprocess import check_call, check_output
+from tarfile import TarFile
+
+from dateutil.zoneinfo import METADATA_FN, ZONEFILENAME
+
+
+def rebuild(filename, tag=None, format="gz", zonegroups=[], metadata=None):
+    """Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar*
+
+    filename is the timezone tarball from ``ftp.iana.org/tz``.
+
+    """
+    tmpdir = tempfile.mkdtemp()
+    zonedir = os.path.join(tmpdir, "zoneinfo")
+    moduledir = os.path.dirname(__file__)
+    try:
+        with TarFile.open(filename) as tf:
+            for name in zonegroups:
+                tf.extract(name, tmpdir)
+            filepaths = [os.path.join(tmpdir, n) for n in zonegroups]
+
+            _run_zic(zonedir, filepaths)
+
+        # write metadata file
+        with open(os.path.join(zonedir, METADATA_FN), 'w') as f:
+            json.dump(metadata, f, indent=4, sort_keys=True)
+        target = os.path.join(moduledir, ZONEFILENAME)
+        with TarFile.open(target, "w:%s" % format) as tf:
+            for entry in os.listdir(zonedir):
+                entrypath = os.path.join(zonedir, entry)
+                tf.add(entrypath, entry)
+    finally:
+        shutil.rmtree(tmpdir)
+
+
+def _run_zic(zonedir, filepaths):
+    """Calls the ``zic`` compiler in a compatible way to get a "fat" binary.
+
+    Recent versions of ``zic`` default to ``-b slim``, while older versions
+    don't even have the ``-b`` option (but default to "fat" binaries). The
+    current version of dateutil does not support Version 2+ TZif files, which
+    causes problems when used in conjunction with "slim" binaries, so this
+    function is used to ensure that we always get a "fat" binary.
+    """
+
+    try:
+        help_text = check_output(["zic", "--help"])
+    except OSError as e:
+        _print_on_nosuchfile(e)
+        raise
+
+    if b"-b " in help_text:
+        bloat_args = ["-b", "fat"]
+    else:
+        bloat_args = []
+
+    check_call(["zic"] + bloat_args + ["-d", zonedir] + filepaths)
+
+
+def _print_on_nosuchfile(e):
+    """Print helpful troubleshooting message
+
+    e is an exception raised by subprocess.check_call()
+
+    """
+    if e.errno == 2:
+        logging.error(
+            "Could not find zic. Perhaps you need to install "
+            "libc-bin or some other package that provides it, "
+            "or it's not in your PATH?")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
new file mode 100644
index 000000000..d44697564
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
@@ -0,0 +1,9 @@
+# -*- coding: utf-8 -*-
+from .events import Events, EventsException
+
+__version__ = '0.5'
+
+__all__ = [
+    Events.__name__,
+    EventsException.__name__,
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
new file mode 100644
index 000000000..082c0ecac
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
@@ -0,0 +1,120 @@
+# -*- coding: utf-8 -*-
+
+"""
+    Events
+    ~~~~~~
+
+    Implements C#-Style Events.
+
+    Derived from the original work by Zoran Isailovski:
+    http://code.activestate.com/recipes/410686/ - Copyright (c) 2005
+
+    :copyright: (c) 2014-2017 by Nicola Iarocci.
+    :license: BSD, see LICENSE for more details.
+"""
+
+
+class _EventSlot:
+    def __init__(self, name):
+        self.targets = []
+        self.__name__ = name
+
+    def __repr__(self):
+        return "event '%s'" % self.__name__
+
+    def __call__(self, *a, **kw):
+        for f in tuple(self.targets):
+            f(*a, **kw)
+
+    def __iadd__(self, f):
+        self.targets.append(f)
+        return self
+
+    def __isub__(self, f):
+        while f in self.targets:
+            self.targets.remove(f)
+        return self
+
+    def __len__(self):
+        return len(self.targets)
+
+    def __iter__(self):
+        def gen():
+            for target in self.targets:
+                yield target
+        return gen()
+
+    def __getitem__(self, key):
+        return self.targets[key]
+
+
+class EventsException(Exception):
+    pass
+
+
+class Events:
+    """
+    Encapsulates the core to event subscription and event firing, and feels
+    like a "natural" part of the language.
+
+    The class Events is there mainly for 3 reasons:
+
+        - Events (Slots) are added automatically, so there is no need to
+        declare/create them separately. This is great for prototyping. (Note
+        that `__events__` is optional and should primarilly help detect
+        misspelled event names.)
+        - To provide (and encapsulate) some level of introspection.
+        - To "steel the name" and hereby remove unneeded redundancy in a call
+        like:
+
+            xxx.OnChange = event('OnChange')
+    """
+    def __init__(self, events=None, event_slot_cls=_EventSlot):
+        self.__event_slot_cls__ = event_slot_cls
+
+        if events is not None:
+
+            try:
+                for _ in events:
+                    break
+            except:
+                raise AttributeError("type object %s is not iterable" %
+                                     (type(events)))
+            else:
+                self.__events__ = events
+
+    def __getattr__(self, name):
+        if name.startswith('__'):
+            raise AttributeError("type object '%s' has no attribute '%s'" %
+                                 (self.__class__.__name__, name))
+
+        if hasattr(self, '__events__'):
+            if name not in self.__events__:
+                raise EventsException("Event '%s' is not declared" % name)
+
+        elif hasattr(self.__class__, '__events__'):
+            if name not in self.__class__.__events__:
+                raise EventsException("Event '%s' is not declared" % name)
+
+        self.__dict__[name] = ev = self.__event_slot_cls__(name)
+        return ev
+
+    def __getitem__(self, item):
+        return self.__dict__[item]
+
+    def __repr__(self):
+        return '<%s.%s object at %s>' % (self.__class__.__module__,
+                                         self.__class__.__name__,
+                                         hex(id(self)))
+
+    __str__ = __repr__
+
+    def __len__(self):
+        return len(list(self.__iter__()))
+
+    def __iter__(self):
+        def gen(dictitems=self.__dict__.items()):
+            for attr, val in dictitems:
+                if isinstance(val, self.__event_slot_cls__):
+                    yield val
+        return gen()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
new file mode 100644
index 000000000..da7f94c44
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
@@ -0,0 +1,178 @@
+# -*- coding: utf-8 -*-
+
+import unittest
+import events
+from events import Events, EventsException
+
+
+class TestBase(unittest.TestCase):
+    def setUp(self):
+        self.events = Events()
+
+    def callback1(self):
+        pass
+
+    def callback2(self):
+        pass
+
+    def callback3(self):
+        pass
+
+
+class TestEvents(TestBase):
+    def test_getattr(self):
+        class MyEvents(Events):
+            __events__ = ('on_eventOne', )
+
+        try:
+            MyEvents().on_eventNotOne += self.callback1
+        except EventsException:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
+
+        try:
+            self.events.on_eventNotOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+    def test_len(self):
+        # We want __events__ to be set to verify that it is not counted as
+        # part of __len__.
+        self.events = Events(events=("on_change", "on_get"))
+        self.events.on_change += self.callback1
+        self.events.on_get += self.callback2
+        self.assertEqual(len(self.events), 2)
+
+    def test_iter(self):
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_edit += self.callback1
+        i = 0
+        for event in self.events:
+            i += 1
+            self.assertTrue(isinstance(event, events.events._EventSlot))
+        self.assertEqual(i, 2)
+
+    def test_iter_custom_event_slot_cls(self):
+        class CustomEventSlot(events.events._EventSlot):
+            pass
+        self.events = Events(event_slot_cls=CustomEventSlot)
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_edit += self.callback1
+        i = 0
+        for event in self.events:
+            i += 1
+            self.assertTrue(isinstance(event, CustomEventSlot))
+        self.assertEqual(i, 2)
+
+    def test_event_slot_cls_default(self):
+        self.assertEqual(
+            events.events._EventSlot, self.events.__event_slot_cls__)
+
+    def test_event_slot_cls_custom(self):
+        class CustomEventSlot(events.events._EventSlot):
+            pass
+
+        custom = Events(event_slot_cls=CustomEventSlot)
+        self.assertEqual(CustomEventSlot, custom.__event_slot_cls__)
+
+
+class TestEventSlot(TestBase):
+    def setUp(self):
+        super(TestEventSlot, self).setUp()
+        self.events.on_change += self.callback1
+        self.events.on_change += self.callback2
+        self.events.on_change += self.callback3
+        self.events.on_edit += self.callback3
+
+    def test_type(self):
+        ev = self.events.on_change
+        self.assertTrue(isinstance(ev, events.events._EventSlot))
+        self.assertEqual(ev.__name__, 'on_change')
+
+    def test_len(self):
+        self.assertEqual(len(self.events.on_change), 3)
+        self.assertEqual(len(self.events.on_edit), 1)
+
+    def test_repr(self):
+        ev = self.events.on_change
+        self.assertEqual(ev.__repr__(), "event 'on_change'")
+
+    def test_iter(self):
+        ev = self.events.on_change
+        self.assertEqual(len(ev), 3)
+        i = 0
+        for target in ev:
+            i += 1
+            self.assertEqual(target.__name__, 'callback%d' % i)
+
+    def test_getitem(self):
+        ev = self.events.on_edit
+        self.assertEqual(len(ev), 1)
+        self.assertTrue(ev[0].__name__, 'callback3')
+        try:
+            ev[1]
+        except IndexError:
+            pass
+        else:
+            self.fail("IndexError expected.")
+        self.assertIs(ev, self.events["on_edit"])
+        self.assertIsNot(ev, self.events["on_change"])
+        try:
+            self.events["on_nonexistent_event"]
+        except KeyError:
+            pass
+        else:
+            self.fail("KeyError expected.")
+
+    def test_isub(self):
+        self.events.on_change -= self.callback1
+        ev = self.events.on_change
+        self.assertEqual(len(ev), 2)
+        self.assertEqual(ev[0].__name__, 'callback2')
+        self.assertEqual(ev[1].__name__, 'callback3')
+
+
+class TestInstanceEvents(TestBase):
+
+    def test_getattr(self):
+
+        MyEvents = Events(('on_eventOne', ))
+
+        try:
+            MyEvents.on_eventOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+        try:
+            MyEvents.on_eventNotOne += self.callback1
+        except EventsException:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
+
+        try:
+            self.events.on_eventNotOne += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+    def test_instance_restriction(self):
+
+        class MyEvents(Events):
+            __events__ = ('on_eventOne', 'on_eventTwo')
+
+        MyRestrictedInstance = MyEvents(('on_everyTwo', ))
+
+        try:
+            MyRestrictedInstance.on_everyTwo += self.callback1
+        except:
+            self.fail("Exception raised but not expected.")
+
+        try:
+            MyRestrictedInstance.on_everyOne += self.callback1
+        except:
+            pass
+        else:
+            self.fail("'EventsException' expected and not raised.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
new file mode 100644
index 000000000..19b6b4524
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
@@ -0,0 +1,31 @@
+BSD 3-Clause License
+
+Copyright (c) 2013-2024, Kim Davies and contributors.
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are
+met:
+
+1. Redistributions of source code must retain the above copyright
+   notice, this list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright
+   notice, this list of conditions and the following disclaimer in the
+   documentation and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its
+   contributors may be used to endorse or promote products derived from
+   this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
new file mode 100644
index 000000000..b28f6ecdd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
@@ -0,0 +1,243 @@
+Metadata-Version: 2.1
+Name: idna
+Version: 3.7
+Summary: Internationalized Domain Names in Applications (IDNA)
+Author-email: Kim Davies <kim+pypi@gumleaf.org>
+Requires-Python: >=3.5
+Description-Content-Type: text/x-rst
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Intended Audience :: System Administrators
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: Name Service (DNS)
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Utilities
+Project-URL: Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst
+Project-URL: Issue tracker, https://github.com/kjd/idna/issues
+Project-URL: Source, https://github.com/kjd/idna
+
+Internationalized Domain Names in Applications (IDNA)
+=====================================================
+
+Support for the Internationalized Domain Names in
+Applications (IDNA) protocol as specified in `RFC 5891
+<https://tools.ietf.org/html/rfc5891>`_. This is the latest version of
+the protocol and is sometimes referred to as “IDNA 2008”.
+
+This library also provides support for Unicode Technical
+Standard 46, `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_.
+
+This acts as a suitable replacement for the “encodings.idna”
+module that comes with the Python standard library, but which
+only supports the older superseded IDNA specification (`RFC 3490
+<https://tools.ietf.org/html/rfc3490>`_).
+
+Basic functions are simply executed:
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+
+Installation
+------------
+
+This package is available for installation from PyPI:
+
+.. code-block:: bash
+
+    $ python3 -m pip install idna
+
+
+Usage
+-----
+
+For typical usage, the ``encode`` and ``decode`` functions will take a
+domain name argument and perform a conversion to A-labels or U-labels
+respectively.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('ドメイン.テスト')
+    b'xn--eckwd4c7c.xn--zckzah'
+    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
+    ドメイン.テスト
+
+You may use the codec encoding and decoding methods using the
+``idna.codec`` module:
+
+.. code-block:: pycon
+
+    >>> import idna.codec
+    >>> print('домен.испытание'.encode('idna2008'))
+    b'xn--d1acufc.xn--80akhbyknj4f'
+    >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna2008'))
+    домен.испытание
+
+Conversions can be applied at a per-label basis using the ``ulabel`` or
+``alabel`` functions if necessary:
+
+.. code-block:: pycon
+
+    >>> idna.alabel('测试')
+    b'xn--0zwm56d'
+
+Compatibility Mapping (UTS #46)
++++++++++++++++++++++++++++++++
+
+As described in `RFC 5895 <https://tools.ietf.org/html/rfc5895>`_, the
+IDNA specification does not normalize input from different potential
+ways a user may input a domain name. This functionality, known as
+a “mapping”, is considered by the specification to be a local
+user-interface issue distinct from IDNA conversion functionality.
+
+This library provides one such mapping that was developed by the
+Unicode Consortium. Known as `Unicode IDNA Compatibility Processing
+<https://unicode.org/reports/tr46/>`_, it provides for both a regular
+mapping for typical applications, as well as a transitional mapping to
+help migrate from older IDNA 2003 applications.
+
+For example, “Königsgäßchen” is not a permissible label as *LATIN
+CAPITAL LETTER K* is not allowed (nor are capital letters in general).
+UTS 46 will convert this into lower case prior to applying the IDNA
+conversion.
+
+.. code-block:: pycon
+
+    >>> import idna
+    >>> idna.encode('Königsgäßchen')
+    ...
+    idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed
+    >>> idna.encode('Königsgäßchen', uts46=True)
+    b'xn--knigsgchen-b4a3dun'
+    >>> print(idna.decode('xn--knigsgchen-b4a3dun'))
+    königsgäßchen
+
+Transitional processing provides conversions to help transition from
+the older 2003 standard to the current standard. For example, in the
+original IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was
+converted into two *LATIN SMALL LETTER S* (ss), whereas in the current
+IDNA specification this conversion is not performed.
+
+.. code-block:: pycon
+
+    >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)
+    'xn--knigsgsschen-lcb0w'
+
+Implementers should use transitional processing with caution, only in
+rare cases where conversion from legacy labels to current labels must be
+performed (i.e. IDNA implementations that pre-date 2008). For typical
+applications that just need to convert labels, transitional processing
+is unlikely to be beneficial and could produce unexpected incompatible
+results.
+
+``encodings.idna`` Compatibility
+++++++++++++++++++++++++++++++++
+
+Function calls from the Python built-in ``encodings.idna`` module are
+mapped to their IDNA 2008 equivalents using the ``idna.compat`` module.
+Simply substitute the ``import`` clause in your code to refer to the new
+module name.
+
+Exceptions
+----------
+
+All errors raised during the conversion following the specification
+should raise an exception derived from the ``idna.IDNAError`` base
+class.
+
+More specific exceptions that may be generated as ``idna.IDNABidiError``
+when the error reflects an illegal combination of left-to-right and
+right-to-left characters in a label; ``idna.InvalidCodepoint`` when
+a specific codepoint is an illegal character in an IDN label (i.e.
+INVALID); and ``idna.InvalidCodepointContext`` when the codepoint is
+illegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ
+but the contextual requirements are not satisfied.)
+
+Building and Diagnostics
+------------------------
+
+The IDNA and UTS 46 functionality relies upon pre-calculated lookup
+tables for performance. These tables are derived from computing against
+eligibility criteria in the respective standards. These tables are
+computed using the command-line script ``tools/idna-data``.
+
+This tool will fetch relevant codepoint data from the Unicode repository
+and perform the required calculations to identify eligibility. There are
+three main modes:
+
+* ``idna-data make-libdata``. Generates ``idnadata.py`` and
+  ``uts46data.py``, the pre-calculated lookup tables used for IDNA and
+  UTS 46 conversions. Implementers who wish to track this library against
+  a different Unicode version may use this tool to manually generate a
+  different version of the ``idnadata.py`` and ``uts46data.py`` files.
+
+* ``idna-data make-table``. Generate a table of the IDNA disposition
+  (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix
+  B.1 of RFC 5892 and the pre-computed tables published by `IANA
+  <https://www.iana.org/>`_.
+
+* ``idna-data U+0061``. Prints debugging output on the various
+  properties associated with an individual Unicode codepoint (in this
+  case, U+0061), that are used to assess the IDNA and UTS 46 status of a
+  codepoint. This is helpful in debugging or analysis.
+
+The tool accepts a number of arguments, described using ``idna-data
+-h``. Most notably, the ``--version`` argument allows the specification
+of the version of Unicode to be used in computing the table data. For
+example, ``idna-data --version 9.0.0 make-libdata`` will generate
+library data against Unicode 9.0.0.
+
+
+Additional Notes
+----------------
+
+* **Packages**. The latest tagged release version is published in the
+  `Python Package Index <https://pypi.org/project/idna/>`_.
+
+* **Version support**. This library supports Python 3.5 and higher.
+  As this library serves as a low-level toolkit for a variety of
+  applications, many of which strive for broad compatibility with older
+  Python versions, there is no rush to remove older interpreter support.
+  Removing support for older versions should be well justified in that the
+  maintenance burden has become too high.
+
+* **Python 2**. Python 2 is supported by version 2.x of this library.
+  While active development of the version 2.x series has ended, notable
+  issues being corrected may be backported to 2.x. Use "idna<3" in your
+  requirements file if you need this library for a Python 2 application.
+
+* **Testing**. The library has a test suite based on each rule of the
+  IDNA specification, as well as tests that are provided as part of the
+  Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing
+  <https://unicode.org/reports/tr46/>`_.
+
+* **Emoji**. It is an occasional request to support emoji domains in
+  this library. Encoding of symbols like emoji is expressly prohibited by
+  the technical standard IDNA 2008 and emoji domains are broadly phased
+  out across the domain industry due to associated security risks. For
+  now, applications that need to support these non-compliant labels
+  may wish to consider trying the encode/decode operation in this library
+  first, and then falling back to using `encodings.idna`. See `the Github
+  project <https://github.com/kjd/idna/issues/18>`_ for more discussion.
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
new file mode 100644
index 000000000..bf84d3918
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
@@ -0,0 +1,22 @@
+idna-3.7.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+idna-3.7.dist-info/LICENSE.md,sha256=pZ8LDvNjWHQQmkRhykT_enDVBpboFHZ7-vch1Mmw2w8,1541
+idna-3.7.dist-info/METADATA,sha256=OixCk-dKLZkPy-MfviOmiPvwJ1O2K_8rqCrFjC_uxy4,9888
+idna-3.7.dist-info/RECORD,,
+idna-3.7.dist-info/WHEEL,sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4,81
+idna/__init__.py,sha256=KJQN1eQBr8iIK5SKrJ47lXvxG0BJ7Lm38W4zT0v_8lk,849
+idna/__pycache__/__init__.cpython-311.pyc,,
+idna/__pycache__/codec.cpython-311.pyc,,
+idna/__pycache__/compat.cpython-311.pyc,,
+idna/__pycache__/core.cpython-311.pyc,,
+idna/__pycache__/idnadata.cpython-311.pyc,,
+idna/__pycache__/intranges.cpython-311.pyc,,
+idna/__pycache__/package_data.cpython-311.pyc,,
+idna/__pycache__/uts46data.cpython-311.pyc,,
+idna/codec.py,sha256=PS6m-XmdST7Wj7J7ulRMakPDt5EBJyYrT3CPtjh-7t4,3426
+idna/compat.py,sha256=0_sOEUMT4CVw9doD3vyRhX80X19PwqFoUBs7gWsFME4,321
+idna/core.py,sha256=lyhpoe2vulEaB_65xhXmoKgO-xUqFDvcwxu5hpNNO4E,12663
+idna/idnadata.py,sha256=dqRwytzkjIHMBa2R1lYvHDwACenZPt8eGVu1Y8UBE-E,78320
+idna/intranges.py,sha256=YBr4fRYuWH7kTKS2tXlFjM24ZF1Pdvcir-aywniInqg,1881
+idna/package_data.py,sha256=Tkt0KnIeyIlnHddOaz9WSkkislNgokJAuE-p5GorMqo,21
+idna/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
+idna/uts46data.py,sha256=1KuksWqLuccPXm2uyRVkhfiFLNIhM_H2m4azCcnOqEU,206503
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
new file mode 100644
index 000000000..3b5e64b5e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: flit 3.9.0
+Root-Is-Purelib: true
+Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
new file mode 100644
index 000000000..a40eeafcc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
@@ -0,0 +1,44 @@
+from .package_data import __version__
+from .core import (
+    IDNABidiError,
+    IDNAError,
+    InvalidCodepoint,
+    InvalidCodepointContext,
+    alabel,
+    check_bidi,
+    check_hyphen_ok,
+    check_initial_combiner,
+    check_label,
+    check_nfc,
+    decode,
+    encode,
+    ulabel,
+    uts46_remap,
+    valid_contextj,
+    valid_contexto,
+    valid_label_length,
+    valid_string_length,
+)
+from .intranges import intranges_contain
+
+__all__ = [
+    "IDNABidiError",
+    "IDNAError",
+    "InvalidCodepoint",
+    "InvalidCodepointContext",
+    "alabel",
+    "check_bidi",
+    "check_hyphen_ok",
+    "check_initial_combiner",
+    "check_label",
+    "check_nfc",
+    "decode",
+    "encode",
+    "intranges_contain",
+    "ulabel",
+    "uts46_remap",
+    "valid_contextj",
+    "valid_contexto",
+    "valid_label_length",
+    "valid_string_length",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
new file mode 100644
index 000000000..c855a4de6
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
@@ -0,0 +1,118 @@
+from .core import encode, decode, alabel, ulabel, IDNAError
+import codecs
+import re
+from typing import Any, Tuple, Optional
+
+_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
+
+class Codec(codecs.Codec):
+
+    def encode(self, data: str, errors: str = 'strict') -> Tuple[bytes, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return b"", 0
+
+        return encode(data), len(data)
+
+    def decode(self, data: bytes, errors: str = 'strict') -> Tuple[str, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return '', 0
+
+        return decode(data), len(data)
+
+class IncrementalEncoder(codecs.BufferedIncrementalEncoder):
+    def _buffer_encode(self, data: str, errors: str, final: bool) -> Tuple[bytes, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return b'', 0
+
+        labels = _unicode_dots_re.split(data)
+        trailing_dot = b''
+        if labels:
+            if not labels[-1]:
+                trailing_dot = b'.'
+                del labels[-1]
+            elif not final:
+                # Keep potentially unfinished label until the next call
+                del labels[-1]
+                if labels:
+                    trailing_dot = b'.'
+
+        result = []
+        size = 0
+        for label in labels:
+            result.append(alabel(label))
+            if size:
+                size += 1
+            size += len(label)
+
+        # Join with U+002E
+        result_bytes = b'.'.join(result) + trailing_dot
+        size += len(trailing_dot)
+        return result_bytes, size
+
+class IncrementalDecoder(codecs.BufferedIncrementalDecoder):
+    def _buffer_decode(self, data: Any, errors: str, final: bool) -> Tuple[str, int]:
+        if errors != 'strict':
+            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
+
+        if not data:
+            return ('', 0)
+
+        if not isinstance(data, str):
+            data = str(data, 'ascii')
+
+        labels = _unicode_dots_re.split(data)
+        trailing_dot = ''
+        if labels:
+            if not labels[-1]:
+                trailing_dot = '.'
+                del labels[-1]
+            elif not final:
+                # Keep potentially unfinished label until the next call
+                del labels[-1]
+                if labels:
+                    trailing_dot = '.'
+
+        result = []
+        size = 0
+        for label in labels:
+            result.append(ulabel(label))
+            if size:
+                size += 1
+            size += len(label)
+
+        result_str = '.'.join(result) + trailing_dot
+        size += len(trailing_dot)
+        return (result_str, size)
+
+
+class StreamWriter(Codec, codecs.StreamWriter):
+    pass
+
+
+class StreamReader(Codec, codecs.StreamReader):
+    pass
+
+
+def search_function(name: str) -> Optional[codecs.CodecInfo]:
+    if name != 'idna2008':
+        return None
+    return codecs.CodecInfo(
+        name=name,
+        encode=Codec().encode,
+        decode=Codec().decode,
+        incrementalencoder=IncrementalEncoder,
+        incrementaldecoder=IncrementalDecoder,
+        streamwriter=StreamWriter,
+        streamreader=StreamReader,
+    )
+
+codecs.register(search_function)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
new file mode 100644
index 000000000..786e6bda6
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
@@ -0,0 +1,13 @@
+from .core import *
+from .codec import *
+from typing import Any, Union
+
+def ToASCII(label: str) -> bytes:
+    return encode(label)
+
+def ToUnicode(label: Union[bytes, bytearray]) -> str:
+    return decode(label)
+
+def nameprep(s: Any) -> None:
+    raise NotImplementedError('IDNA 2008 does not utilise nameprep protocol')
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
new file mode 100644
index 000000000..0dae61acd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
@@ -0,0 +1,395 @@
+from . import idnadata
+import bisect
+import unicodedata
+import re
+from typing import Union, Optional
+from .intranges import intranges_contain
+
+_virama_combining_class = 9
+_alabel_prefix = b'xn--'
+_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
+
+class IDNAError(UnicodeError):
+    """ Base exception for all IDNA-encoding related problems """
+    pass
+
+
+class IDNABidiError(IDNAError):
+    """ Exception when bidirectional requirements are not satisfied """
+    pass
+
+
+class InvalidCodepoint(IDNAError):
+    """ Exception when a disallowed or unallocated codepoint is used """
+    pass
+
+
+class InvalidCodepointContext(IDNAError):
+    """ Exception when the codepoint is not valid in the context it is used """
+    pass
+
+
+def _combining_class(cp: int) -> int:
+    v = unicodedata.combining(chr(cp))
+    if v == 0:
+        if not unicodedata.name(chr(cp)):
+            raise ValueError('Unknown character in unicodedata')
+    return v
+
+def _is_script(cp: str, script: str) -> bool:
+    return intranges_contain(ord(cp), idnadata.scripts[script])
+
+def _punycode(s: str) -> bytes:
+    return s.encode('punycode')
+
+def _unot(s: int) -> str:
+    return 'U+{:04X}'.format(s)
+
+
+def valid_label_length(label: Union[bytes, str]) -> bool:
+    if len(label) > 63:
+        return False
+    return True
+
+
+def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool:
+    if len(label) > (254 if trailing_dot else 253):
+        return False
+    return True
+
+
+def check_bidi(label: str, check_ltr: bool = False) -> bool:
+    # Bidi rules should only be applied if string contains RTL characters
+    bidi_label = False
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+        if direction == '':
+            # String likely comes from a newer version of Unicode
+            raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx))
+        if direction in ['R', 'AL', 'AN']:
+            bidi_label = True
+    if not bidi_label and not check_ltr:
+        return True
+
+    # Bidi rule 1
+    direction = unicodedata.bidirectional(label[0])
+    if direction in ['R', 'AL']:
+        rtl = True
+    elif direction == 'L':
+        rtl = False
+    else:
+        raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label)))
+
+    valid_ending = False
+    number_type = None  # type: Optional[str]
+    for (idx, cp) in enumerate(label, 1):
+        direction = unicodedata.bidirectional(cp)
+
+        if rtl:
+            # Bidi rule 2
+            if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx))
+            # Bidi rule 3
+            if direction in ['R', 'AL', 'EN', 'AN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+            # Bidi rule 4
+            if direction in ['AN', 'EN']:
+                if not number_type:
+                    number_type = direction
+                else:
+                    if number_type != direction:
+                        raise IDNABidiError('Can not mix numeral types in a right-to-left label')
+        else:
+            # Bidi rule 5
+            if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
+                raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx))
+            # Bidi rule 6
+            if direction in ['L', 'EN']:
+                valid_ending = True
+            elif direction != 'NSM':
+                valid_ending = False
+
+    if not valid_ending:
+        raise IDNABidiError('Label ends with illegal codepoint directionality')
+
+    return True
+
+
+def check_initial_combiner(label: str) -> bool:
+    if unicodedata.category(label[0])[0] == 'M':
+        raise IDNAError('Label begins with an illegal combining character')
+    return True
+
+
+def check_hyphen_ok(label: str) -> bool:
+    if label[2:4] == '--':
+        raise IDNAError('Label has disallowed hyphens in 3rd and 4th position')
+    if label[0] == '-' or label[-1] == '-':
+        raise IDNAError('Label must not start or end with a hyphen')
+    return True
+
+
+def check_nfc(label: str) -> None:
+    if unicodedata.normalize('NFC', label) != label:
+        raise IDNAError('Label must be in Normalization Form C')
+
+
+def valid_contextj(label: str, pos: int) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x200c:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+
+        ok = False
+        for i in range(pos-1, -1, -1):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            elif joining_type in [ord('L'), ord('D')]:
+                ok = True
+                break
+            else:
+                break
+
+        if not ok:
+            return False
+
+        ok = False
+        for i in range(pos+1, len(label)):
+            joining_type = idnadata.joining_types.get(ord(label[i]))
+            if joining_type == ord('T'):
+                continue
+            elif joining_type in [ord('R'), ord('D')]:
+                ok = True
+                break
+            else:
+                break
+        return ok
+
+    if cp_value == 0x200d:
+
+        if pos > 0:
+            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
+                return True
+        return False
+
+    else:
+
+        return False
+
+
+def valid_contexto(label: str, pos: int, exception: bool = False) -> bool:
+    cp_value = ord(label[pos])
+
+    if cp_value == 0x00b7:
+        if 0 < pos < len(label)-1:
+            if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c:
+                return True
+        return False
+
+    elif cp_value == 0x0375:
+        if pos < len(label)-1 and len(label) > 1:
+            return _is_script(label[pos + 1], 'Greek')
+        return False
+
+    elif cp_value == 0x05f3 or cp_value == 0x05f4:
+        if pos > 0:
+            return _is_script(label[pos - 1], 'Hebrew')
+        return False
+
+    elif cp_value == 0x30fb:
+        for cp in label:
+            if cp == '\u30fb':
+                continue
+            if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'):
+                return True
+        return False
+
+    elif 0x660 <= cp_value <= 0x669:
+        for cp in label:
+            if 0x6f0 <= ord(cp) <= 0x06f9:
+                return False
+        return True
+
+    elif 0x6f0 <= cp_value <= 0x6f9:
+        for cp in label:
+            if 0x660 <= ord(cp) <= 0x0669:
+                return False
+        return True
+
+    return False
+
+
+def check_label(label: Union[str, bytes, bytearray]) -> None:
+    if isinstance(label, (bytes, bytearray)):
+        label = label.decode('utf-8')
+    if len(label) == 0:
+        raise IDNAError('Empty Label')
+
+    check_nfc(label)
+    check_hyphen_ok(label)
+    check_initial_combiner(label)
+
+    for (pos, cp) in enumerate(label):
+        cp_value = ord(cp)
+        if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']):
+            continue
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']):
+            if not valid_contextj(label, pos):
+                raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format(
+                    _unot(cp_value), pos+1, repr(label)))
+        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']):
+            if not valid_contexto(label, pos):
+                raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label)))
+        else:
+            raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label)))
+
+    check_bidi(label)
+
+
+def alabel(label: str) -> bytes:
+    try:
+        label_bytes = label.encode('ascii')
+        ulabel(label_bytes)
+        if not valid_label_length(label_bytes):
+            raise IDNAError('Label too long')
+        return label_bytes
+    except UnicodeEncodeError:
+        pass
+
+    check_label(label)
+    label_bytes = _alabel_prefix + _punycode(label)
+
+    if not valid_label_length(label_bytes):
+        raise IDNAError('Label too long')
+
+    return label_bytes
+
+
+def ulabel(label: Union[str, bytes, bytearray]) -> str:
+    if not isinstance(label, (bytes, bytearray)):
+        try:
+            label_bytes = label.encode('ascii')
+        except UnicodeEncodeError:
+            check_label(label)
+            return label
+    else:
+        label_bytes = label
+
+    label_bytes = label_bytes.lower()
+    if label_bytes.startswith(_alabel_prefix):
+        label_bytes = label_bytes[len(_alabel_prefix):]
+        if not label_bytes:
+            raise IDNAError('Malformed A-label, no Punycode eligible content found')
+        if label_bytes.decode('ascii')[-1] == '-':
+            raise IDNAError('A-label must not end with a hyphen')
+    else:
+        check_label(label_bytes)
+        return label_bytes.decode('ascii')
+
+    try:
+        label = label_bytes.decode('punycode')
+    except UnicodeError:
+        raise IDNAError('Invalid A-label')
+    check_label(label)
+    return label
+
+
+def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str:
+    """Re-map the characters in the string according to UTS46 processing."""
+    from .uts46data import uts46data
+    output = ''
+
+    for pos, char in enumerate(domain):
+        code_point = ord(char)
+        try:
+            uts46row = uts46data[code_point if code_point < 256 else
+                bisect.bisect_left(uts46data, (code_point, 'Z')) - 1]
+            status = uts46row[1]
+            replacement = None  # type: Optional[str]
+            if len(uts46row) == 3:
+                replacement = uts46row[2]
+            if (status == 'V' or
+                    (status == 'D' and not transitional) or
+                    (status == '3' and not std3_rules and replacement is None)):
+                output += char
+            elif replacement is not None and (status == 'M' or
+                    (status == '3' and not std3_rules) or
+                    (status == 'D' and transitional)):
+                output += replacement
+            elif status != 'I':
+                raise IndexError()
+        except IndexError:
+            raise InvalidCodepoint(
+                'Codepoint {} not allowed at position {} in {}'.format(
+                _unot(code_point), pos + 1, repr(domain)))
+
+    return unicodedata.normalize('NFC', output)
+
+
+def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes:
+    if not isinstance(s, str):
+        try:
+            s = str(s, 'ascii')
+        except UnicodeDecodeError:
+            raise IDNAError('should pass a unicode string to the function rather than a byte string.')
+    if uts46:
+        s = uts46_remap(s, std3_rules, transitional)
+    trailing_dot = False
+    result = []
+    if strict:
+        labels = s.split('.')
+    else:
+        labels = _unicode_dots_re.split(s)
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if labels[-1] == '':
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = alabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append(b'')
+    s = b'.'.join(result)
+    if not valid_string_length(s, trailing_dot):
+        raise IDNAError('Domain too long')
+    return s
+
+
+def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str:
+    try:
+        if not isinstance(s, str):
+            s = str(s, 'ascii')
+    except UnicodeDecodeError:
+        raise IDNAError('Invalid ASCII in A-label')
+    if uts46:
+        s = uts46_remap(s, std3_rules, False)
+    trailing_dot = False
+    result = []
+    if not strict:
+        labels = _unicode_dots_re.split(s)
+    else:
+        labels = s.split('.')
+    if not labels or labels == ['']:
+        raise IDNAError('Empty domain')
+    if not labels[-1]:
+        del labels[-1]
+        trailing_dot = True
+    for label in labels:
+        s = ulabel(label)
+        if s:
+            result.append(s)
+        else:
+            raise IDNAError('Empty label')
+    if trailing_dot:
+        result.append('')
+    return '.'.join(result)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
new file mode 100644
index 000000000..c61dcf977
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
@@ -0,0 +1,4245 @@
+# This file is automatically generated by tools/idna-data
+
+__version__ = '15.1.0'
+scripts = {
+    'Greek': (
+        0x37000000374,
+        0x37500000378,
+        0x37a0000037e,
+        0x37f00000380,
+        0x38400000385,
+        0x38600000387,
+        0x3880000038b,
+        0x38c0000038d,
+        0x38e000003a2,
+        0x3a3000003e2,
+        0x3f000000400,
+        0x1d2600001d2b,
+        0x1d5d00001d62,
+        0x1d6600001d6b,
+        0x1dbf00001dc0,
+        0x1f0000001f16,
+        0x1f1800001f1e,
+        0x1f2000001f46,
+        0x1f4800001f4e,
+        0x1f5000001f58,
+        0x1f5900001f5a,
+        0x1f5b00001f5c,
+        0x1f5d00001f5e,
+        0x1f5f00001f7e,
+        0x1f8000001fb5,
+        0x1fb600001fc5,
+        0x1fc600001fd4,
+        0x1fd600001fdc,
+        0x1fdd00001ff0,
+        0x1ff200001ff5,
+        0x1ff600001fff,
+        0x212600002127,
+        0xab650000ab66,
+        0x101400001018f,
+        0x101a0000101a1,
+        0x1d2000001d246,
+    ),
+    'Han': (
+        0x2e8000002e9a,
+        0x2e9b00002ef4,
+        0x2f0000002fd6,
+        0x300500003006,
+        0x300700003008,
+        0x30210000302a,
+        0x30380000303c,
+        0x340000004dc0,
+        0x4e000000a000,
+        0xf9000000fa6e,
+        0xfa700000fada,
+        0x16fe200016fe4,
+        0x16ff000016ff2,
+        0x200000002a6e0,
+        0x2a7000002b73a,
+        0x2b7400002b81e,
+        0x2b8200002cea2,
+        0x2ceb00002ebe1,
+        0x2ebf00002ee5e,
+        0x2f8000002fa1e,
+        0x300000003134b,
+        0x31350000323b0,
+    ),
+    'Hebrew': (
+        0x591000005c8,
+        0x5d0000005eb,
+        0x5ef000005f5,
+        0xfb1d0000fb37,
+        0xfb380000fb3d,
+        0xfb3e0000fb3f,
+        0xfb400000fb42,
+        0xfb430000fb45,
+        0xfb460000fb50,
+    ),
+    'Hiragana': (
+        0x304100003097,
+        0x309d000030a0,
+        0x1b0010001b120,
+        0x1b1320001b133,
+        0x1b1500001b153,
+        0x1f2000001f201,
+    ),
+    'Katakana': (
+        0x30a1000030fb,
+        0x30fd00003100,
+        0x31f000003200,
+        0x32d0000032ff,
+        0x330000003358,
+        0xff660000ff70,
+        0xff710000ff9e,
+        0x1aff00001aff4,
+        0x1aff50001affc,
+        0x1affd0001afff,
+        0x1b0000001b001,
+        0x1b1200001b123,
+        0x1b1550001b156,
+        0x1b1640001b168,
+    ),
+}
+joining_types = {
+    0xad: 84,
+    0x300: 84,
+    0x301: 84,
+    0x302: 84,
+    0x303: 84,
+    0x304: 84,
+    0x305: 84,
+    0x306: 84,
+    0x307: 84,
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+    0x309: 84,
+    0x30a: 84,
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+    0x30c: 84,
+    0x30d: 84,
+    0x30e: 84,
+    0x30f: 84,
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+    0x311: 84,
+    0x312: 84,
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+    0x314: 84,
+    0x315: 84,
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+    0xe01ed: 84,
+    0xe01ee: 84,
+    0xe01ef: 84,
+}
+codepoint_classes = {
+    'PVALID': (
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+        0x300000003a,
+        0x610000007b,
+        0xdf000000f7,
+        0xf800000100,
+        0x10100000102,
+        0x10300000104,
+        0x10500000106,
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+        0x1090000010a,
+        0x10b0000010c,
+        0x10d0000010e,
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+        0x11100000112,
+        0x11300000114,
+        0x11500000116,
+        0x11700000118,
+        0x1190000011a,
+        0x11b0000011c,
+        0x11d0000011e,
+        0x11f00000120,
+        0x12100000122,
+        0x12300000124,
+        0x12500000126,
+        0x12700000128,
+        0x1290000012a,
+        0x12b0000012c,
+        0x12d0000012e,
+        0x12f00000130,
+        0x13100000132,
+        0x13500000136,
+        0x13700000139,
+        0x13a0000013b,
+        0x13c0000013d,
+        0x13e0000013f,
+        0x14200000143,
+        0x14400000145,
+        0x14600000147,
+        0x14800000149,
+        0x14b0000014c,
+        0x14d0000014e,
+        0x14f00000150,
+        0x15100000152,
+        0x15300000154,
+        0x15500000156,
+        0x15700000158,
+        0x1590000015a,
+        0x15b0000015c,
+        0x15d0000015e,
+        0x15f00000160,
+        0x16100000162,
+        0x16300000164,
+        0x16500000166,
+        0x16700000168,
+        0x1690000016a,
+        0x16b0000016c,
+        0x16d0000016e,
+        0x16f00000170,
+        0x17100000172,
+        0x17300000174,
+        0x17500000176,
+        0x17700000178,
+        0x17a0000017b,
+        0x17c0000017d,
+        0x17e0000017f,
+        0x18000000181,
+        0x18300000184,
+        0x18500000186,
+        0x18800000189,
+        0x18c0000018e,
+        0x19200000193,
+        0x19500000196,
+        0x1990000019c,
+        0x19e0000019f,
+        0x1a1000001a2,
+        0x1a3000001a4,
+        0x1a5000001a6,
+        0x1a8000001a9,
+        0x1aa000001ac,
+        0x1ad000001ae,
+        0x1b0000001b1,
+        0x1b4000001b5,
+        0x1b6000001b7,
+        0x1b9000001bc,
+        0x1bd000001c4,
+        0x1ce000001cf,
+        0x1d0000001d1,
+        0x1d2000001d3,
+        0x1d4000001d5,
+        0x1d6000001d7,
+        0x1d8000001d9,
+        0x1da000001db,
+        0x1dc000001de,
+        0x1df000001e0,
+        0x1e1000001e2,
+        0x1e3000001e4,
+        0x1e5000001e6,
+        0x1e7000001e8,
+        0x1e9000001ea,
+        0x1eb000001ec,
+        0x1ed000001ee,
+        0x1ef000001f1,
+        0x1f5000001f6,
+        0x1f9000001fa,
+        0x1fb000001fc,
+        0x1fd000001fe,
+        0x1ff00000200,
+        0x20100000202,
+        0x20300000204,
+        0x20500000206,
+        0x20700000208,
+        0x2090000020a,
+        0x20b0000020c,
+        0x20d0000020e,
+        0x20f00000210,
+        0x21100000212,
+        0x21300000214,
+        0x21500000216,
+        0x21700000218,
+        0x2190000021a,
+        0x21b0000021c,
+        0x21d0000021e,
+        0x21f00000220,
+        0x22100000222,
+        0x22300000224,
+        0x22500000226,
+        0x22700000228,
+        0x2290000022a,
+        0x22b0000022c,
+        0x22d0000022e,
+        0x22f00000230,
+        0x23100000232,
+        0x2330000023a,
+        0x23c0000023d,
+        0x23f00000241,
+        0x24200000243,
+        0x24700000248,
+        0x2490000024a,
+        0x24b0000024c,
+        0x24d0000024e,
+        0x24f000002b0,
+        0x2b9000002c2,
+        0x2c6000002d2,
+        0x2ec000002ed,
+        0x2ee000002ef,
+        0x30000000340,
+        0x34200000343,
+        0x3460000034f,
+        0x35000000370,
+        0x37100000372,
+        0x37300000374,
+        0x37700000378,
+        0x37b0000037e,
+        0x39000000391,
+        0x3ac000003cf,
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+        0x3d9000003da,
+        0x3db000003dc,
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+        0x3df000003e0,
+        0x3e1000003e2,
+        0x3e3000003e4,
+        0x3e5000003e6,
+        0x3e7000003e8,
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+        0x3ef000003f0,
+        0x3f3000003f4,
+        0x3f8000003f9,
+        0x3fb000003fd,
+        0x43000000460,
+        0x46100000462,
+        0x46300000464,
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+        0x47100000472,
+        0x47300000474,
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+        0xcb500000cba,
+        0xcbc00000cc5,
+        0xcc600000cc9,
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
new file mode 100644
index 000000000..6a43b0475
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
@@ -0,0 +1,54 @@
+"""
+Given a list of integers, made up of (hopefully) a small number of long runs
+of consecutive integers, compute a representation of the form
+((start1, end1), (start2, end2) ...). Then answer the question "was x present
+in the original list?" in time O(log(# runs)).
+"""
+
+import bisect
+from typing import List, Tuple
+
+def intranges_from_list(list_: List[int]) -> Tuple[int, ...]:
+    """Represent a list of integers as a sequence of ranges:
+    ((start_0, end_0), (start_1, end_1), ...), such that the original
+    integers are exactly those x such that start_i <= x < end_i for some i.
+
+    Ranges are encoded as single integers (start << 32 | end), not as tuples.
+    """
+
+    sorted_list = sorted(list_)
+    ranges = []
+    last_write = -1
+    for i in range(len(sorted_list)):
+        if i+1 < len(sorted_list):
+            if sorted_list[i] == sorted_list[i+1]-1:
+                continue
+        current_range = sorted_list[last_write+1:i+1]
+        ranges.append(_encode_range(current_range[0], current_range[-1] + 1))
+        last_write = i
+
+    return tuple(ranges)
+
+def _encode_range(start: int, end: int) -> int:
+    return (start << 32) | end
+
+def _decode_range(r: int) -> Tuple[int, int]:
+    return (r >> 32), (r & ((1 << 32) - 1))
+
+
+def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool:
+    """Determine if `int_` falls into one of the ranges in `ranges`."""
+    tuple_ = _encode_range(int_, 0)
+    pos = bisect.bisect_left(ranges, tuple_)
+    # we could be immediately ahead of a tuple (start, end)
+    # with start < int_ <= end
+    if pos > 0:
+        left, right = _decode_range(ranges[pos-1])
+        if left <= int_ < right:
+            return True
+    # or we could be immediately behind a tuple (int_, end)
+    if pos < len(ranges):
+        left, _ = _decode_range(ranges[pos])
+        if left == int_:
+            return True
+    return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
new file mode 100644
index 000000000..ed8111336
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
@@ -0,0 +1,2 @@
+__version__ = '3.7'
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
new file mode 100644
index 000000000..6a1eddbfd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
@@ -0,0 +1,8598 @@
+# This file is automatically generated by tools/idna-data
+# vim: set fileencoding=utf-8 :
+
+from typing import List, Tuple, Union
+
+
+"""IDNA Mapping Table from UTS46."""
+
+
+__version__ = '15.1.0'
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
new file mode 100644
index 000000000..c22865c32
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
@@ -0,0 +1,2 @@
+For a list of all our amazing authors please see the contributors page:
+https://github.com/opensearch-project/opensearch-py/graphs/contributors
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
new file mode 100644
index 000000000..f49a4e16e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
@@ -0,0 +1,201 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
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+      "License" shall mean the terms and conditions for use, reproduction,
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+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
new file mode 100644
index 000000000..eade90bab
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
@@ -0,0 +1,126 @@
+Metadata-Version: 2.1
+Name: opensearch-py
+Version: 2.6.0
+Summary: Python client for OpenSearch
+Home-page: https://github.com/opensearch-project/opensearch-py
+Author: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
+Author-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
+Maintainer: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
+Maintainer-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
+License: Apache-2.0
+Project-URL: Documentation, https://opensearch.org/docs/clients/python
+Project-URL: Source Code, https://github.com/opensearch-project/opensearch-py
+Project-URL: Issue Tracker, https://github.com/opensearch-project/opensearch-py/issues
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Intended Audience :: Developers
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Requires-Python: >=3.8, <4
+Description-Content-Type: text/markdown
+License-File: LICENSE.txt
+License-File: NOTICE.txt
+License-File: AUTHORS
+Requires-Dist: requests <3.0.0,>=2.4.0
+Requires-Dist: six
+Requires-Dist: python-dateutil
+Requires-Dist: certifi >=2022.12.07
+Requires-Dist: Events
+Requires-Dist: urllib3 <1.27,>=1.26.18 ; python_version < "3.10"
+Requires-Dist: urllib3 !=2.2.0,<3,>=1.26.18 ; python_version >= "3.10"
+Provides-Extra: async
+Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'async'
+Provides-Extra: develop
+Requires-Dist: requests <3.0.0,>=2.0.0 ; extra == 'develop'
+Requires-Dist: coverage <8.0.0 ; extra == 'develop'
+Requires-Dist: mock ; extra == 'develop'
+Requires-Dist: pyyaml ; extra == 'develop'
+Requires-Dist: pytest >=3.0.0 ; extra == 'develop'
+Requires-Dist: pytest-cov ; extra == 'develop'
+Requires-Dist: pytz ; extra == 'develop'
+Requires-Dist: botocore ; extra == 'develop'
+Requires-Dist: pytest-mock <4.0.0 ; extra == 'develop'
+Requires-Dist: sphinx ; extra == 'develop'
+Requires-Dist: sphinx-rtd-theme ; extra == 'develop'
+Requires-Dist: myst-parser ; extra == 'develop'
+Requires-Dist: sphinx-copybutton ; extra == 'develop'
+Requires-Dist: black >=24.3.0 ; extra == 'develop'
+Requires-Dist: jinja2 ; extra == 'develop'
+Provides-Extra: docs
+Requires-Dist: sphinx ; extra == 'docs'
+Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
+Requires-Dist: myst-parser ; extra == 'docs'
+Requires-Dist: sphinx-copybutton ; extra == 'docs'
+Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'docs'
+Provides-Extra: kerberos
+Requires-Dist: requests-kerberos ; extra == 'kerberos'
+
+[![Release](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml)
+[![CI](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml)
+[![Integration](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml)
+[![Chat](https://img.shields.io/badge/chat-on%20forums-blue)](https://discuss.opendistrocommunity.dev/c/clients/)
+![PRs welcome!](https://img.shields.io/badge/PRs-welcome!-success)
+
+![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)
+
+OpenSearch Python Client
+
+- [Welcome!](https://github.com/opensearch-project/opensearch-py#welcome)
+- [User Guide](https://github.com/opensearch-project/opensearch-py#user-guide)
+- [API Doc](https://opensearch-project.github.io/opensearch-py/)
+- [Compatibility with OpenSearch](https://github.com/opensearch-project/opensearch-py#compatibility-with-opensearch)
+- [Project Resources](https://github.com/opensearch-project/opensearch-py#project-resources)
+- [Code of Conduct](https://github.com/opensearch-project/opensearch-py#code-of-conduct)
+- [License](https://github.com/opensearch-project/opensearch-py#license)
+- [Copyright](https://github.com/opensearch-project/opensearch-py#copyright)
+
+# Welcome!
+
+**opensearch-py** is [a community-driven, open source fork](https://aws.amazon.com/blogs/opensource/introducing-opensearch/)
+of elasticsearch-py licensed under the [Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt). 
+For more information, see [opensearch.org](https://opensearch.org/) and the [API Doc](https://opensearch-project.github.io/opensearch-py/).
+
+## User Guide
+
+To get started with the OpenSearch Python Client, see [User Guide](https://github.com/opensearch-project/opensearch-py/blob/main/USER_GUIDE.md). This repository also contains [working samples](https://github.com/opensearch-project/opensearch-py/tree/main/samples) and [benchmarks](https://github.com/opensearch-project/opensearch-py/tree/main/benchmarks).
+
+## Compatibility with OpenSearch
+
+See [Compatibility](https://github.com/opensearch-project/opensearch-py/blob/main/COMPATIBILITY.md).
+
+## Project Resources
+
+* [Project Website](https://opensearch.org/)
+* [Downloads](https://opensearch.org/downloads.html)
+* [Documentation](https://opensearch.org/docs/latest/clients/python/)
+* Need help? Try [Forums](https://discuss.opendistrocommunity.dev/)
+* [Project Principles](https://opensearch.org/#principles)
+* [Contributing to OpenSearch](https://github.com/opensearch-project/opensearch-py/blob/main/CONTRIBUTING.md)
+* [Maintainer Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/MAINTAINERS.md)
+* [Release Management](https://github.com/opensearch-project/opensearch-py/blob/main/RELEASING.md)
+* [Admin Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/ADMINS.md)
+* [Security](https://github.com/opensearch-project/opensearch-py/blob/main/SECURITY.md)
+
+## Code of Conduct
+
+This project has adopted the 
+[Amazon Open Source Code of Conduct](https://github.com/opensearch-project/opensearch-py/blob/main/CODE_OF_CONDUCT.md).
+For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact 
+[opensource-codeofconduct@amazon.com](mailto:opensource-codeofconduct@amazon.com) with any additional questions or comments.
+
+## License
+
+This project is licensed under the
+[Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt).
+
+## Copyright
+
+Copyright OpenSearch Contributors. See 
+[NOTICE](https://github.com/opensearch-project/opensearch-py/blob/main/NOTICE.txt) for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
new file mode 100644
index 000000000..d317fb967
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
@@ -0,0 +1,8 @@
+OpenSearch (https://opensearch.org/)
+Copyright OpenSearch Contributors
+
+This product includes software developed by
+Elasticsearch (http://www.elastic.co).
+
+This product includes software developed by The Apache Software
+Foundation (http://www.apache.org/).
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD
new file mode 100644
index 000000000..0abef7b06
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
new file mode 100644
index 000000000..832be1113
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.43.0)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
new file mode 100644
index 000000000..e34654d44
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+opensearchpy
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
new file mode 100644
index 000000000..4cf251dbc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
@@ -0,0 +1,265 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# flake8: noqa
+from __future__ import absolute_import
+
+import logging
+import re
+import warnings
+
+from ._version import __versionstr__
+
+_major, _minor, _patch = [
+    int(x) for x in re.search(r"^(\d+)\.(\d+)\.(\d+)", __versionstr__).groups()  # type: ignore
+]
+
+VERSION = __version__ = (_major, _minor, _patch)
+
+logger = logging.getLogger("opensearch")
+logger.addHandler(logging.NullHandler())
+
+from .client import OpenSearch
+from .connection import (
+    Connection,
+    RequestsHttpConnection,
+    Urllib3HttpConnection,
+    connections,
+)
+from .connection_pool import ConnectionPool, ConnectionSelector, RoundRobinSelector
+from .exceptions import (
+    AuthenticationException,
+    AuthorizationException,
+    ConflictError,
+    ConnectionError,
+    ConnectionTimeout,
+    IllegalOperation,
+    ImproperlyConfigured,
+    NotFoundError,
+    OpenSearchDeprecationWarning,
+    OpenSearchDslException,
+    OpenSearchException,
+    OpenSearchWarning,
+    RequestError,
+    SerializationError,
+    SSLError,
+    TransportError,
+    UnknownDslObject,
+    ValidationException,
+)
+from .helpers import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
+from .helpers.aggs import A
+from .helpers.analysis import analyzer, char_filter, normalizer, token_filter, tokenizer
+from .helpers.document import Document, InnerDoc, MetaField
+from .helpers.faceted_search import (
+    DateHistogramFacet,
+    Facet,
+    FacetedResponse,
+    FacetedSearch,
+    HistogramFacet,
+    NestedFacet,
+    RangeFacet,
+    TermsFacet,
+)
+from .helpers.field import (
+    Binary,
+    Boolean,
+    Byte,
+    Completion,
+    CustomField,
+    Date,
+    DateRange,
+    DenseVector,
+    Double,
+    DoubleRange,
+    Field,
+    Float,
+    FloatRange,
+    GeoPoint,
+    GeoShape,
+    HalfFloat,
+    Integer,
+    IntegerRange,
+    Ip,
+    IpRange,
+    Join,
+    Keyword,
+    Long,
+    LongRange,
+    Murmur3,
+    Nested,
+    Object,
+    Percolator,
+    RangeField,
+    RankFeature,
+    RankFeatures,
+    ScaledFloat,
+    SearchAsYouType,
+    Short,
+    SparseVector,
+    Text,
+    TokenCount,
+    construct_field,
+)
+from .helpers.function import SF
+from .helpers.index import Index, IndexTemplate
+from .helpers.mapping import Mapping
+from .helpers.query import Q
+from .helpers.search import MultiSearch, Search
+from .helpers.update_by_query import UpdateByQuery
+from .helpers.utils import AttrDict, AttrList, DslBase
+from .helpers.wrappers import Range
+from .metrics import Metrics, MetricsEvents, MetricsNone
+from .serializer import JSONSerializer
+from .transport import Transport
+
+# Only raise one warning per deprecation message so as not
+# to spam up the user if the same action is done multiple times.
+warnings.simplefilter("default", category=OpenSearchDeprecationWarning, append=True)
+
+__all__ = [
+    "OpenSearch",
+    "Transport",
+    "ConnectionPool",
+    "ConnectionSelector",
+    "RoundRobinSelector",
+    "JSONSerializer",
+    "Connection",
+    "RequestsHttpConnection",
+    "Urllib3HttpConnection",
+    "ImproperlyConfigured",
+    "OpenSearchException",
+    "SerializationError",
+    "TransportError",
+    "NotFoundError",
+    "ConflictError",
+    "RequestError",
+    "ConnectionError",
+    "SSLError",
+    "ConnectionTimeout",
+    "AuthenticationException",
+    "AuthorizationException",
+    "OpenSearchWarning",
+    "OpenSearchDeprecationWarning",
+    "AWSV4SignerAuth",
+    "Urllib3AWSV4SignerAuth",
+    "RequestsAWSV4SignerAuth",
+    "A",
+    "AttrDict",
+    "AttrList",
+    "Binary",
+    "Boolean",
+    "Byte",
+    "Completion",
+    "CustomField",
+    "Date",
+    "DateHistogramFacet",
+    "DateRange",
+    "DenseVector",
+    "Document",
+    "Double",
+    "DoubleRange",
+    "DslBase",
+    "Facet",
+    "FacetedResponse",
+    "FacetedSearch",
+    "Field",
+    "Float",
+    "FloatRange",
+    "GeoPoint",
+    "GeoShape",
+    "HalfFloat",
+    "HistogramFacet",
+    "IllegalOperation",
+    "Index",
+    "IndexTemplate",
+    "InnerDoc",
+    "Integer",
+    "IntegerRange",
+    "Ip",
+    "IpRange",
+    "Join",
+    "Keyword",
+    "Long",
+    "LongRange",
+    "Mapping",
+    "MetaField",
+    "MultiSearch",
+    "Murmur3",
+    "Nested",
+    "NestedFacet",
+    "Object",
+    "OpenSearchDslException",
+    "Percolator",
+    "Q",
+    "Range",
+    "RangeFacet",
+    "RangeField",
+    "RankFeature",
+    "RankFeatures",
+    "SF",
+    "ScaledFloat",
+    "Search",
+    "SearchAsYouType",
+    "Short",
+    "SparseVector",
+    "TermsFacet",
+    "Text",
+    "TokenCount",
+    "UnknownDslObject",
+    "UpdateByQuery",
+    "ValidationException",
+    "analyzer",
+    "char_filter",
+    "connections",
+    "construct_field",
+    "normalizer",
+    "token_filter",
+    "tokenizer",
+    "__versionstr__",
+    "Metrics",
+    "MetricsEvents",
+    "MetricsNone",
+]
+
+try:
+    from ._async.client import AsyncOpenSearch
+    from ._async.http_aiohttp import AIOHttpConnection, AsyncConnection
+    from ._async.transport import AsyncTransport
+    from .connection import AsyncHttpConnection
+    from .helpers import AWSV4SignerAsyncAuth
+
+    __all__ += [
+        "AIOHttpConnection",
+        "AsyncConnection",
+        "AsyncTransport",
+        "AsyncOpenSearch",
+        "AsyncHttpConnection",
+        "AWSV4SignerAsyncAuth",
+    ]
+except (ImportError, SyntaxError):
+    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
new file mode 100644
index 000000000..7e52ae229
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
@@ -0,0 +1,25 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
new file mode 100644
index 000000000..5fd194610
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
@@ -0,0 +1,53 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# type: ignore
+
+# This file exists for the sole reason of making mypy not
+# complain about type issues to do with 'aiohttp' and 'yarl'.
+# We're in a catch-22 situation:
+# - If we use 'type: ignore' on 'import aiohttp' and it's not installed
+#   mypy will complain that the annotation is unnecessary.
+# - If we don't use 'type: ignore' on 'import aiohttp' and it
+#   it's not installed mypy will complain that it can't find
+#   type hints for aiohttp.
+# So to make mypy happy we move all our 'extra' imports here
+# and add a global 'type: ignore' which mypy never complains
+# about being unnecessary.
+
+import aiohttp
+import aiohttp.client_exceptions as aiohttp_exceptions
+
+# We do this because we don't explicitly require 'yarl'
+# within our [async] extra any more.
+# See AIOHttpConnection.request() for more information why.
+try:
+    import yarl
+except ImportError:
+    yarl = False
+
+__all__ = ["aiohttp", "aiohttp_exceptions", "yarl"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
new file mode 100644
index 000000000..abca30670
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
@@ -0,0 +1,3064 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from __future__ import unicode_literals
+
+import logging
+from typing import Any, Type
+
+from ..transport import AsyncTransport, TransportError
+from .cat import CatClient
+from .client import Client
+from .cluster import ClusterClient
+from .dangling_indices import DanglingIndicesClient
+from .features import FeaturesClient
+from .http import HttpClient
+from .indices import IndicesClient
+from .ingest import IngestClient
+from .nodes import NodesClient
+from .plugins import PluginsClient
+from .remote import RemoteClient
+from .remote_store import RemoteStoreClient
+from .search_pipeline import SearchPipelineClient
+from .security import SecurityClient
+from .snapshot import SnapshotClient
+from .tasks import TasksClient
+from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
+
+logger = logging.getLogger("opensearch")
+
+
+class AsyncOpenSearch(Client):
+    """
+    OpenSearch client. Provides a straightforward mapping from
+    Python to OpenSearch REST endpoints.
+
+    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
+    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
+    :class:`~opensearchpy.client.CatClient`,
+    :class:`~opensearchpy.client.ClusterClient`,
+    :class:`~opensearchpy.client.IndicesClient`,
+    :class:`~opensearchpy.client.IngestClient`,
+    :class:`~opensearchpy.client.NodesClient`,
+    :class:`~opensearchpy.client.SnapshotClient` and
+    :class:`~opensearchpy.client.TasksClient` respectively. This is the
+    preferred (and only supported) way to get access to those classes and their
+    methods.
+
+    You can specify your own connection class which should be used by providing
+    the ``connection_class`` parameter::
+
+        # create connection to localhost using the ThriftConnection
+        client = OpenSearch(connection_class=ThriftConnection)
+
+    If you want to turn on sniffing you have several options (described
+    in :class:`~opensearchpy.Transport`)::
+
+        # create connection that will automatically inspect the cluster to get
+        # the list of active nodes. Start with nodes running on
+        # 'opensearchnode1' and 'opensearchnode2'
+        client = OpenSearch(
+            ['opensearchnode1', 'opensearchnode2'],
+            # sniff before doing anything
+            sniff_on_start=True,
+            # refresh nodes after a node fails to respond
+            sniff_on_connection_fail=True,
+            # and also every 60 seconds
+            sniffer_timeout=60
+        )
+
+    Different hosts can have different parameters, use a dictionary per node to
+    specify those::
+
+        # connect to localhost directly and another node using SSL on port 443
+        # and an url_prefix. Note that ``port`` needs to be an int.
+        client = OpenSearch([
+            {'host': 'localhost'},
+            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
+        ])
+
+    If using SSL, there are several parameters that control how we deal with
+    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs'
+        )
+
+    If using SSL, but don't verify the certs, a warning message is showed
+    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # no verify SSL certificates
+            verify_certs=False,
+            # don't show warnings about ssl certs verification
+            ssl_show_warn=False
+        )
+
+    SSL client authentication is supported
+    (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs',
+            # PEM formatted SSL client certificate
+            client_cert='/path/to/clientcert.pem',
+            # PEM formatted SSL client key
+            client_key='/path/to/clientkey.pem'
+        )
+
+    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
+    in conflict with other options::
+
+        client = OpenSearch(
+            [
+                'http://user:secret@localhost:9200/',
+                'https://user:secret@other_host:443/production'
+            ],
+            verify_certs=True
+        )
+
+    By default, `JSONSerializer
+    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
+    is used to encode all outgoing requests.
+    However, you can implement your own custom serializer::
+
+        from opensearchpy.serializer import JSONSerializer
+
+        class SetEncoder(JSONSerializer):
+            def default(self, obj):
+                if isinstance(obj, set):
+                    return list(obj)
+                if isinstance(obj, Something):
+                    return 'CustomSomethingRepresentation'
+                return JSONSerializer.default(self, obj)
+
+        client = OpenSearch(serializer=SetEncoder())
+
+    """
+
+    # include PIT functions inside _patch.py
+    from ._patch import (  # type: ignore
+        create_point_in_time,
+        delete_point_in_time,
+        list_all_point_in_time,
+    )
+
+    def __init__(
+        self,
+        hosts: Any = None,
+        transport_class: Type[AsyncTransport] = AsyncTransport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        super().__init__(hosts, transport_class, **kwargs)
+
+        # namespaced clients for compatibility with API names
+        self.search_pipeline = SearchPipelineClient(self)
+        self.cat = CatClient(self)
+        self.cluster = ClusterClient(self)
+        self.dangling_indices = DanglingIndicesClient(self)
+        self.indices = IndicesClient(self)
+        self.ingest = IngestClient(self)
+        self.nodes = NodesClient(self)
+        self.remote = RemoteClient(self)
+        self.security = SecurityClient(self)
+        self.snapshot = SnapshotClient(self)
+        self.tasks = TasksClient(self)
+        self.remote_store = RemoteStoreClient(self)
+
+        self.features = FeaturesClient(self)
+        self.plugins = PluginsClient(self)
+        self.http = HttpClient(self)
+
+    def __repr__(self) -> Any:
+        try:
+            # get a list of all connections
+            cons: Any = self.transport.hosts
+            # truncate to 5 if there are too many
+            if len(cons) > 5:
+                cons = cons[:5] + ["..."]
+            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
+        except Exception:
+            # probably operating on custom transport and connection_pool, ignore
+            return super(AsyncOpenSearch, self).__repr__()
+
+    async def __aenter__(self) -> Any:
+        if hasattr(self.transport, "_async_call"):
+            await self.transport._async_call()
+        return self
+
+    async def __aexit__(self, *_: Any) -> None:
+        await self.close()
+
+    async def close(self) -> None:
+        """Closes the Transport and all internal connections"""
+        await self.transport.close()
+
+    # AUTO-GENERATED-API-DEFINITIONS #
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def ping(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns whether the cluster is running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        try:
+            return await self.transport.perform_request(
+                "HEAD", "/", params=params, headers=headers
+            )
+        except TransportError:
+            return False
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the cluster.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def create(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a new document in the index.  Returns a 409 response when a document
+        with a same ID already exists in the index.
+
+
+        :arg index: Name of the data stream or index to target. If the
+            target doesn’t exist and matches the name or wildcard (`*`) pattern of
+            an index template with a `data_stream` definition, this request creates
+            the data stream. If the target doesn’t exist and doesn’t match a data
+            stream template, this request creates the index.
+        :arg id: Unique identifier for the document.
+        :arg body: The document
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_create", id)
+
+        return await self.transport.perform_request(
+            "PUT", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "op_type",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def index(
+        self,
+        index: Any,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a document in an index.
+
+
+        :arg index: Name of the data stream or index to target.
+        :arg body: The document
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg op_type: Set to create to only index the document if it
+            does not already exist (put if absent).If a document with the specified
+            `_id` already exists, the indexing operation will fail.Same as using the
+            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
+            id is specified, it defaults to `index`.Otherwise, it defaults to
+            `create`.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the destination must be an index
+            alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST" if id in SKIP_IN_PATH else "PUT",
+            _make_path(index, "_doc", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def bulk(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to perform multiple index/update/delete operations in a single request.
+
+
+        :arg body: The operation definition and data (action-data
+            pairs), separated by newlines
+        :arg index: Name of the data stream, index, or index alias to
+            perform bulk actions on.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the request’s actions must target
+            an index alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each action waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_bulk"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def clear_scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Explicitly clears the search context for a scroll.
+
+
+        :arg body: Comma-separated list of scroll IDs to clear if none
+            was specified via the scroll_id parameter
+        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
+            clear all scroll IDs, use `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": [scroll_id]}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return await self.transport.perform_request(
+            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "min_score",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "terminate_after",
+    )
+    async def count(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns number of documents matching a query.
+
+
+        :arg body: Query to restrict the results specified with the
+            Query DSL (optional)
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed.This parameter can only be used when the `q` query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices are ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg min_score: Sets the minimum `_score` value that documents
+            must have to be included in the result.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_count"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    async def delete(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes a document from the index.
+
+
+        :arg index: Name of the target index.
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def delete_by_query(
+        self,
+        index: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes documents matching the provided query.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if delete by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid values are: `all`,
+            `open`, `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.Defaults to the index-level setting.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search
+            request.Defaults to no timeout.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each deletion request waits for active
+            shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_delete_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def delete_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Delete By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_delete_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    async def exists(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    async def exists_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document source exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return await self.transport.perform_request(
+            "HEAD", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "filter_path",
+        "human",
+        "lenient",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    async def explain(
+        self,
+        index: Any,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about why a specific matches (or doesn't match) a query.
+
+
+        :arg index: Index names used to limit the request. Only a single
+            index name can be provided to this parameter.
+        :arg id: Defines the document ID.
+        :arg body: The query definition using the Query DSL
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string. Default is _all.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return in the response.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_explain", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_unmapped",
+        "pretty",
+        "source",
+    )
+    async def field_caps(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about the capabilities of fields among multiple
+        indices.
+
+
+        :arg body: An index filter specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (*). To target all
+            data streams and indices, omit this parameter or use * or _all.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias,or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a requesttargeting `foo*,bar*`
+            returns an error if an index starts with foo but no index starts with
+            bar.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fields: Comma-separated list of fields to retrieve
+            capabilities for. Wildcard (`*`) expressions are supported.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg include_unmapped: If true, unmapped fields are included in
+            the response. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_field_caps"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    async def get(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    async def get_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the source of a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: Boolean) If true, the request is real-time as
+            opposed to near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return await self.transport.perform_request(
+            "GET", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    async def mget(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to get multiple documents in one request.
+
+
+        :arg body: Document identifiers; can be either `docs`
+            (containing full document information) or `ids` (when index is provided
+            in the URL.
+        :arg index: Name of the index to retrieve documents from when
+            `ids` are specified, or when a document in the `docs` array does not
+            specify an index.
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query parameter.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned. You can exclude fields from this subset
+            using the `_source_excludes` query parameter.If the `_source` parameter
+            is `false`, this parameter is ignored.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, the request refreshes relevant shards
+            before retrieving documents.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: If `true`, retrieves the document fields
+            stored in the index rather than the document `_source`.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_mget"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def msearch(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases to search.
+        :arg ccs_minimize_roundtrips: If true, network roundtrips
+            between the coordinating node and remote clusters are minimized for
+            cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the multi search API can execute.
+        :arg max_concurrent_shard_requests: Maximum number of concurrent
+            shard requests that each sub-search request executes per node. Default
+            is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold. This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method i.e., if date filters are mandatory to match but
+            the shard bounds and the query are disjoint.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, hits.total are returned as
+            an integer in the response. Defaults to false, which returns an object.
+            Default is false.
+        :arg search_type: Indicates whether global term and document
+            frequencies should be used when scoring returned documents. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: Specifies whether aggregation and suggester
+            names should be prefixed by their respective types in the response.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def msearch_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search template operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the API can run.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If `true`, the response returns
+            `hits.total` as an integer.If `false`, it returns `hits.total` as an
+            object. Default is false.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "ids",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    async def mtermvectors(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns multiple termvectors in one request.
+
+
+        :arg body: Define ids, documents, parameters or a list of
+            parameters per document here. You must at least provide a list of
+            document ids. See documentation.
+        :arg index: Name of the index that contains the documents.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ids: A comma-separated list of documents ids. You must
+            define ids as parameter or set "ids" or "docs" in the request body
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If true, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        path = _make_path(index, "_mtermvectors")
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_script(
+        self,
+        id: Any,
+        body: Any,
+        context: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+            Must be unique within the cluster.
+        :arg body: The document
+        :arg context: Context in which the script or search template
+            should run. To prevent errors, the API immediately compiles the script
+            or template in this context.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_scripts", id, context),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "search_type",
+        "source",
+    )
+    async def rank_eval(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to evaluate the quality of ranked search results over a set of typical
+        search queries.
+
+
+        :arg body: The ranking evaluation search definition, including
+            search requests, document ratings and ranking metric definition.
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard (`*`) expressions are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search_type: Search operation type
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_rank_eval"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_docs",
+        "pretty",
+        "refresh",
+        "requests_per_second",
+        "scroll",
+        "slices",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def reindex(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to copy documents from one index to another, optionally filtering the
+        source documents by a query, changing the destination index settings, or
+        fetching the documents from a remote cluster.
+
+
+        :arg body: The search definition using the Query DSL and the
+            prototype for the index request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_docs: Maximum number of documents to process. By
+            default, all documents.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, the request refreshes affected shards
+            to make this operation visible to search.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.Defaults to no throttle. Default is 0.
+        :arg scroll: Specifies how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg slices: The number of slices this task should be divided
+            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
+            Valid choices are auto.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each indexing waits for automatic index
+            creation, dynamic mapping updates, and waiting for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_reindex", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def reindex_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Reindex operation.
+
+
+        :arg task_id: Identifier for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_reindex", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def render_search_template(
+        self,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg id: ID of the search template to render. If no `source` is
+            specified, this or the `id` request body parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_render", "template", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def scripts_painless_execute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows an arbitrary script to be executed and a result to be returned.
+
+
+        :arg body: The script to execute
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_scripts/painless/_execute",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "rest_total_hits_as_int",
+        "scroll",
+        "source",
+    )
+    async def scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to retrieve a large numbers of results from a single search request.
+
+
+        :arg body: The scroll ID if not passed by URL or query
+            parameter.
+        :arg scroll_id: The scroll ID for scrolled search
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, the API response’s
+            hit.total property is returned as an integer. If false, the API
+            response’s hit.total property is returned as an object. Default is
+            false.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": scroll_id}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return await self.transport.perform_request(
+            "POST", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "include_named_queries_score",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_pipeline",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    async def search(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns results matching a query.
+
+
+        :arg body: The search definition using the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg _source: Indicates which source fields are returned for
+            matching documents.These fields are returned in the `hits._source`
+            property of the search response.Valid values are:`true` to return the
+            entire document source;`false` to not return the document
+            source;`<string>` to return the source fields that are specified as a
+            comma-separated list (supports wildcard (`*`) patterns).
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query
+            parameter.If the `_source` parameter is `false`, this parameter is
+            ignored.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned.You can exclude fields from this subset using
+            the `_source_excludes` query parameter.If the `_source` parameter is
+            `false`, this parameter is ignored.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg allow_partial_search_results: If true, returns partial
+            results if there are shard request timeouts or shard failures. If false,
+            returns an error with no partial results. Default is True.
+        :arg analyze_wildcard: If true, wildcard and prefix queries are
+            analyzed.This parameter can only be used when the q query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the q query string parameter is
+            specified.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node.This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: If true, network round-trips
+            between the coordinating node and the remote clusters are minimized when
+            executing cross-cluster search (CCS) requests. Default is True.
+        :arg default_operator: The default operator for query string
+            query: AND or OR.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the q query
+            string parameter is specified.
+        :arg docvalue_fields: A comma-separated list of fields to return
+            as the docvalue representation for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg explain: If `true`, returns detailed information about
+            score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting document offset.Needs to be non-negative.By
+            default, you cannot page through more than 10,000 hits using the `from`
+            and `size` parameters.To page through more hits, use the `search_after`
+            parameter. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices will be ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_named_queries_score: Indicates whether
+            hit.matched_queries should be rendered as a map that includes the name
+            of the matched query associated with its score (true) or as an array
+            containing the name of the matched queries (false) Default is false.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be
+            ignored.This parameter can only be used when the `q` query string
+            parameter is specified.
+        :arg max_concurrent_shard_requests: Defines the number of
+            concurrent shard requests per node this search executes
+            concurrently.This value should be used to limit the impact of the search
+            on the cluster in order to limit the number of concurrent shard
+            requests. Default is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold.This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method (if date filters are mandatory to match but the
+            shard bounds and the query are disjoint).When unspecified, the pre-
+            filter phase is executed if any of these conditions is met:the request
+            targets more than 128 shards;the request targets one or more read-only
+            index;the primary sort of the query targets an indexed field.
+        :arg preference: Nodes and shards used for the search.By
+            default, Opensearch selects from eligible nodes and shards using
+            adaptive replica selection, accounting for allocation awareness. Valid
+            values are:`_only_local` to run the search only on shards on the local
+            node;`_local` to, if possible, run the search on shards on the local
+            node, or if not, select shards using the default
+            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
+            specified nodes IDs, where, if suitable shards exist on more than one
+            selected node, use shards on those nodes using the default method, or if
+            none of the specified nodes are available, select shards from any
+            available node using the default method;`_prefer_nodes:<node-id>,<node-
+            id>` to if possible, run the search on the specified nodes IDs, or if
+            not, select shards using the default method;`_shards:<shard>,<shard>` to
+            run the search only on the specified shards;`<custom-string>` (any
+            string that does not start with `_`) to route searches with the same
+            `<custom-string>` to the same shards in the same order. Default is
+            random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax using query
+            parameter search.Query parameter searches do not support the full
+            Opensearch Query DSL but are handy for testing.
+        :arg request_cache: If `true`, the caching of search results is
+            enabled for requests where `size` is `0`.Defaults to index level
+            settings.
+        :arg rest_total_hits_as_int: Indicates whether `hits.total`
+            should be rendered as an integer or an object in the rest search
+            response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+            See Scroll search results.By default, this value cannot exceed `1d` (24
+            hours).You can change this limit using the `search.max_keep_alive`
+            cluster-level setting.
+        :arg search_pipeline: Customizable sequence of processing stages
+            applied to search queries.
+        :arg search_type: How distributed term frequencies are
+            calculated for relevance scoring. Valid choices are query_then_fetch,
+            dfs_query_then_fetch.
+        :arg seq_no_primary_term: If `true`, returns sequence number and
+            primary term of the last modification of each hit.
+        :arg size: Defines the number of hits to return.By default, you
+            cannot page through more than 10,000 hits using the `from` and `size`
+            parameters.To page through more hits, use the `search_after` parameter.
+            Default is 10.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return as part of a hit.If no fields are specified, no stored fields are
+            included in the response.If this field is specified, the `_source`
+            parameter defaults to `false`.You can pass `_source: true` to return
+            both source fields and stored fields in the search response.
+        :arg suggest_field: Specifies which field to use for
+            suggestions.
+        :arg suggest_mode: Specifies the suggest mode.This parameter can
+            only be used when the `suggest_field` and `suggest_text` query string
+            parameters are specified. Valid choices are missing, popular, always.
+        :arg suggest_size: Number of suggestions to return.This
+            parameter can only be used when the `suggest_field` and `suggest_text`
+            query string parameters are specified.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.This parameter can only be used when the
+            `suggest_field` and `suggest_text` query string parameters are
+            specified.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.If set to
+            `0` (default), the query does not terminate early.
+        :arg timeout: Specifies the period of time to wait for a
+            response from each shard.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg track_scores: If `true`, calculate and return document
+            scores, even if the scores are not used for sorting.
+        :arg track_total_hits: Number of hits matching the query to
+            count accurately.If `true`, the exact number of hits is returned at the
+            cost of some performance.If `false`, the response does not include the
+            total number of hits matching the query.
+        :arg typed_keys: If `true`, aggregation and suggester names are
+            be prefixed by their respective types in the response.
+        :arg version: If `true`, returns document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    async def search_shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the indices and shards that a search request would be
+        executed against.
+
+
+        :arg index: Returns the indices and shards that a search request
+            would be executed against.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "preference",
+        "pretty",
+        "profile",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    async def search_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (*).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response includes additional
+            details about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, specified concrete, expanded,
+            or aliased indices are not included in the response when throttled.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg profile: If `true`, the query execution is profiled.
+        :arg rest_total_hits_as_int: If true, hits.total are rendered as
+            an integer in the response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Specifies how long a consistent view of the
+            indexshould be maintained for scrolled search.
+        :arg search_type: The type of the search operation. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    async def termvectors(
+        self,
+        index: Any,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information and statistics about terms in the fields of a particular
+        document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg body: Define parameters and or supply a document to get
+            termvectors for. See documentation.
+        :arg id: Unique identifier of the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If `true`, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        path = _make_path(index, "_termvectors", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "lang",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "retry_on_conflict",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def update(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a document with a script or partial document.
+
+
+        :arg index: The name of the index
+        :arg id: Document ID
+        :arg body: The request definition requires either `script` or
+            partial `doc`
+        :arg _source: Set to false to disable source retrieval. You can
+            also specify a comma-separatedlist of the fields you want to retrieve.
+        :arg _source_excludes: Specify the source fields you want to
+            exclude.
+        :arg _source_includes: Specify the source fields you want to
+            retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg lang: The script language. Default is painless.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If 'true', Opensearch refreshes the affected
+            shards to make this operationvisible to search, if 'wait_for' then wait
+            for a refresh to make this operationvisible to search, if 'false' do
+            nothing with refreshes. Valid choices are true, false, wait_for.
+        :arg require_alias: If true, the destination must be an index
+            alias. Default is false.
+        :arg retry_on_conflict: Specify how many times should the
+            operation be retried when a conflict occurs. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for dynamic mapping updates and
+            active shards.This guarantees Opensearch waits for at least the timeout
+            before failing.The actual wait time could be longer, particularly when
+            multiple waits occur.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operations.Set to 'all' or any
+            positive integer up to the total number of shards in the
+            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
+            Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_update", id)
+
+        return await self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "pipeline",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def update_by_query(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs an update on every document in the index without changing the source,
+        for example to pick up a mapping change.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if update by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes affected shards to
+            make the operation visible to search.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search request.
+        :arg search_type: The type of the search operation. Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each update request waits for the following
+            operations: dynamic mapping updates, waiting for active shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_update_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    async def update_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Update By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_update_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_script_context(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all script contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_script_context", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_script_languages(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns available script types, languages and contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_script_language", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_partial_pit_creation",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "keep_alive",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    async def create_pit(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates point in time context.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_partial_pit_creation: Allow if point in time can be
+            created with partial failures.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg keep_alive: Specify the keep alive for point in time.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "point_in_time"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_pit(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes one or more point in time searches based on the IDs passed.
+
+
+        :arg body: The point-in-time ids to be deleted
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_search/point_in_time",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_search/point_in_time/_all", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
new file mode 100644
index 000000000..6aa2f81b8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
@@ -0,0 +1,148 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, query_params
+
+
+@query_params()
+async def list_all_point_in_time(
+    self: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Returns the list of active point in times searches
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'get_all_pits' API instead.
+
+    """
+    warnings.warn(
+        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.get_all_pits(params=params, headers=headers)
+
+
+@query_params(
+    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
+)
+async def create_point_in_time(
+    self: Any, index: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Create a point in time that can be used in subsequent searches
+
+
+    :arg index: A comma-separated list of index names to open point
+        in time; use `_all` or empty string to perform the operation on all
+        indices
+    :arg expand_wildcards: Whether to expand wildcard expression to
+        concrete indices that are open, closed or both.  Valid choices: open,
+        closed, hidden, none, all  Default: open
+    :arg ignore_unavailable: Whether specified concrete indices
+        should be ignored when unavailable (missing or closed)
+    :arg keep_alive: Specific the time to live for the point in time
+    :arg preference: Specify the node or shard the operation should
+        be performed on (default: random)
+    :arg routing: Specific routing value
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'create_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.create_pit(index=index, params=params, headers=headers)
+
+
+@query_params()
+async def delete_point_in_time(
+    self: Any,
+    body: Any = None,
+    all: bool = False,
+    params: Any = None,
+    headers: Any = None,
+) -> Any:
+    """
+    Delete a point in time
+
+
+    :arg body: a point-in-time id to delete
+    :arg all: set it to `True` to delete all alive point in time.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'delete_all_pits' or 'delete_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    if all:
+        return await self.delete_all_pits(params=params, headers=headers)
+    else:
+        return await self.delete_pit(body=body, params=params, headers=headers)
+
+
+@query_params()
+async def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Checks to see if the Security plugin is up and running.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'health' API instead.
+
+    """
+    warnings.warn(
+        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
+        DeprecationWarning,
+    )
+
+    return await self.health(params=params, headers=headers)
+
+
+@query_params()
+async def update_audit_config(
+    self: Any, body: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    A PUT call updates the audit configuration.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'update_audit_configuration' API instead.
+
+    """
+    warnings.warn(
+        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
+        DeprecationWarning,
+    )
+
+    if body in SKIP_IN_PATH:
+        raise ValueError("Empty value passed for a required argument 'body'.")
+
+    return await self.update_audit_configuration(
+        params=params, headers=headers, body=body
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
new file mode 100644
index 000000000..8e89206a4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
@@ -0,0 +1,1403 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class CatClient(NamespacedClient):
+    @query_params(
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def aliases(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows information about currently configured aliases to indices including
+        filter and routing infos.
+
+
+        :arg name: A comma-separated list of aliases to retrieve.
+            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
+            or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def all_pit_segments(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point-in-time segments.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def allocation(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a snapshot of how many shards are allocated to each data node and how
+        much disk space they are using.
+
+
+        :arg node_id: Comma-separated list of node identifiers or names
+            used to limit the returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "allocation", node_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def cluster_manager(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/cluster_manager", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def count(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides quick access to the document count of the entire cluster, or
+        individual indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "count", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def fielddata(
+        self,
+        fields: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows how much heap memory is currently being used by fielddata on every data
+        node in the cluster.
+
+
+        :arg fields: Comma-separated list of fields used to limit
+            returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "fielddata", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "ts",
+        "v",
+    )
+    async def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster health.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
+            Default is True.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/health", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
+    )
+    async def help(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns help for the Cat APIs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "health",
+        "help",
+        "human",
+        "include_unloaded_segments",
+        "local",
+        "master_timeout",
+        "pretty",
+        "pri",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def indices(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about indices: number of primaries and replicas, document
+        counts, disk size, ...
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: The type of index that wildcard patterns
+            can match. Valid choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg health: The health status used to limit returned indices.
+            By default, the response includes indices of any health status. Valid
+            choices are green, yellow, red.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg pri: If true, the response only includes information from
+            primary shards. Default is false.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def master(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        from warnings import warn
+
+        warn(
+            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
+        )
+        return await self.transport.perform_request(
+            "GET", "/_cat/master", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def nodeattrs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about custom node attributes.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/nodeattrs", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "full_id",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def nodes(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic statistics about performance of cluster nodes.
+
+
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg full_id: If `true`, return the full node ID. If `false`,
+            return the shortened node ID. Default is false.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local (Deprecated: This parameter does not cause this API
+            to act locally.): Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/nodes", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster pending tasks.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def pit_segments(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List segments for one or several PITs.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def plugins(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about installed plugins across nodes node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/plugins", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "bytes",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about index shard recoveries, both on-going completed.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def repositories(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about snapshot repositories registered in the cluster.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/repositories", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "allow_no_indices",
+        "bytes",
+        "completed_only",
+        "detailed",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "pretty",
+        "s",
+        "shards",
+        "source",
+        "time",
+        "timeout",
+        "v",
+    )
+    async def segment_replication(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about both on-going and latest completed Segment
+        Replication events.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            segment replication events. Default is false.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg completed_only: If `true`, the response only includes
+            latest completed segment replication events. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about segment replications. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg shards: Comma-separated list of shards to display.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg timeout: Operation timeout.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "segment_replication", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about the segments in the shards of an index.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a detailed view of shard allocation on nodes.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "size",
+        "source",
+        "v",
+    )
+    async def thread_pool(
+        self,
+        thread_pool_patterns: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster-wide thread pool statistics per node. By default the active,
+        queue and rejected statistics are returned for all thread pools.
+
+
+        :arg thread_pool_patterns: A comma-separated list of thread pool
+            names used to limit the request. Accepts wildcard expressions.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg size: The multiplier in which to display values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "thread_pool", thread_pool_patterns),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def snapshots(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all snapshots in a specific repository.
+
+
+        :arg repository: A comma-separated list of snapshot repositories
+            used to limit the request. Accepts wildcard expressions. `_all` returns
+            all repositories. If any repository fails during the request, Opensearch
+            returns an error.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, the response does not
+            include information from unavailable snapshots. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "snapshots", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    async def tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the tasks currently executing on one or more nodes in
+        the cluster.
+
+
+        :arg actions: The task action names, which are used to limit the
+            response.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: The parent task identifier, which is used
+            to limit the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cat/tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    async def templates(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about existing templates.
+
+
+        :arg name: The name of the template to return. Accepts wildcard
+            expressions. If omitted, all templates are returned.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
new file mode 100644
index 000000000..091bb5e9d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
@@ -0,0 +1,41 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Optional, Type
+
+from opensearchpy.client.utils import _normalize_hosts
+from opensearchpy.transport import Transport
+
+
+class Client(object):
+    """
+    A generic async OpenSearch client.
+    """
+
+    def __init__(
+        self,
+        hosts: Optional[str] = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
new file mode 100644
index 000000000..04682b265
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
@@ -0,0 +1,1029 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class ClusterClient(NamespacedClient):
+    @query_params(
+        "awareness_attribute",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "level",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_events",
+        "wait_for_no_initializing_shards",
+        "wait_for_no_relocating_shards",
+        "wait_for_nodes",
+        "wait_for_status",
+    )
+    async def health(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the health of the cluster.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg awareness_attribute: The awareness attribute for which the
+            health is required.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg level: Can be one of cluster, indices or shards. Controls
+            the details level of the health information returned. Valid choices are
+            cluster, indices, shards, awareness_attributes.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: A number controlling to how many
+            active shards to wait for, all to wait for all shards in the cluster to
+            be active, or 0 to not wait. Valid choices are all, index-setting.
+        :arg wait_for_events: Can be one of immediate, urgent, high,
+            normal, low, languid. Wait until all currently queued events with the
+            given priority are processed. Valid choices are immediate, urgent, high,
+            normal, low, languid.
+        :arg wait_for_no_initializing_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard initializations. Defaults to false, which means it will
+            not wait for initializing shards.
+        :arg wait_for_no_relocating_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard relocations. Defaults to false, which means it will not
+            wait for relocating shards.
+        :arg wait_for_nodes: The request waits until the specified
+            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
+            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
+            notation.
+        :arg wait_for_status: One of green, yellow or red. Will wait
+            (until the timeout provided) until the status of the cluster changes to
+            the one provided or better, i.e. green > yellow > red. By default, will
+            not wait for any status. Valid choices are green, yellow, red.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "health", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of any cluster-level changes (e.g. create index, update mapping,
+        allocate or fail shard) which have not yet been executed.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cluster/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_metadata_version",
+        "wait_for_timeout",
+    )
+    async def state(
+        self,
+        metric: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a comprehensive information about the state of the cluster.
+
+
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_metadata_version: Wait for the metadata version to
+            be equal or greater than the specified metadata version
+        :arg wait_for_timeout: The maximum time to wait for
+            wait_for_metadata_version before timing out
+        """
+        if index and metric in SKIP_IN_PATH:
+            metric = "_all"
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "state", metric, index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def stats(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns high-level overview of cluster statistics.
+
+
+        :arg node_id: Comma-separated list of node filters used to limit
+            returned information. Defaults to all nodes in the cluster.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for each node to respond.If a node
+            does not respond before its timeout expires, the response does not
+            include its stats.However, timed out nodes are included in the
+            response’s `_nodes.failed` property. Defaults to no timeout.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "explain",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "metric",
+        "pretty",
+        "retry_failed",
+        "source",
+        "timeout",
+    )
+    async def reroute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to manually change the allocation of individual shards in the cluster.
+
+
+        :arg body: The definition of `commands` to perform (`move`,
+            `cancel`, `allocate`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If true, then the request simulates the operation
+            only and returns the resulting state.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg explain: If true, then the response contains an explanation
+            of why the commands can or cannot be executed.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg metric: Limits the information returned to the specified
+            metrics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg retry_failed: If true, then retries allocation of shards
+            that are blocked due to too many subsequent allocation failures.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "include_defaults",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def get_settings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster settings.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_defaults: If `true`, returns default cluster
+            settings from the local node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_cluster/settings", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_settings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster settings.
+
+
+        :arg body: The settings to be updated. Can be either `transient`
+            or `persistent` (survives cluster restart).
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def remote_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about configured remote clusters.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "include_disk_info",
+        "include_yes_decisions",
+        "pretty",
+        "source",
+    )
+    async def allocation_explain(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides explanations for shard allocations in the cluster.
+
+
+        :arg body: The index, shard, and primary flag to explain. Empty
+            means 'explain the first unassigned shard'
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_disk_info: If true, returns information about disk
+            usage and shard sizes. Default is false.
+        :arg include_yes_decisions: If true, returns YES decisions in
+            explanation. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_cluster/allocation/explain",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a component template.
+
+
+        :arg name: Name of the component template to delete. Wildcard
+            (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_component_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns one or more component templates.
+
+
+        :arg name: Name of the component template to retrieve. Wildcard
+            (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_component_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a component template.
+
+
+        :arg name: Name of the component template to create. Opensearch
+            includes the following built-in component templates: `logs-mappings`;
+            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
+            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
+            to configure backing indices for its data streams. If you use Opensearch
+            Agent and want to overwrite one of these templates, set the `version`
+            for your replacement template higher than the current version. If you
+            don’t use Opensearch Agent and want to disable all built-in component
+            and index templates, set `stack.templates.enabled` to `false` using the
+            cluster update settings API.
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing component templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular component template exist.
+
+
+        :arg name: Name of the component template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only.Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
+    )
+    async def delete_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears cluster voting config exclusions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_removal: Specifies whether to wait for all
+            excluded nodes to be removed from thecluster before clearing the voting
+            configuration exclusions list.Defaults to true, meaning that all
+            excluded nodes must be removed fromthe cluster before this API takes any
+            action. If set to false then thevoting configuration exclusions list is
+            cleared even if some excludednodes are still in the cluster. Default is
+            True.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_cluster/voting_config_exclusions",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "node_ids",
+        "node_names",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def post_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster voting config exclusions by node ids or node names.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg node_ids: A comma-separated list of the persistent ids of
+            the nodes to excludefrom the voting configuration. If specified, you may
+            not also specify node_names.
+        :arg node_names: A comma-separated list of the names of the
+            nodes to exclude from thevoting configuration. If specified, you may not
+            also specify node_ids.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: When adding a voting configuration exclusion, the
+            API waits for thespecified nodes to be excluded from the voting
+            configuration beforereturning. If the timeout expires before the
+            appropriate conditionis satisfied, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_decommission_awareness(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete any existing decommission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_weighted_routing(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete weighted shard routing weights.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            "/_cluster/routing/awareness/weights",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get details and status of decommissioned attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if awareness_attribute_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'awareness_attribute_name'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                "_status",
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Fetches weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def put_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        awareness_attribute_value: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Decommissions an awareness attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg awareness_attribute_value: Awareness attribute value.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (awareness_attribute_name, awareness_attribute_value):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                awareness_attribute_value,
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def put_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
new file mode 100644
index 000000000..75e64013d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
@@ -0,0 +1,165 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class DanglingIndicesClient(NamespacedClient):
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to delete
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_dangling", index_uuid),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def import_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Imports the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to import
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_dangling_indices(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all dangling indices.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_dangling", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
new file mode 100644
index 000000000..85636694f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class FeaturesClient(NamespacedClient):
+    @query_params("master_timeout", "cluster_manager_timeout")
+    async def get_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets a list of features which can be included in snapshots using the
+        feature_states field when creating a snapshot
+
+
+        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
+            to master node
+        :arg cluster_manager_timeout: Explicit operation timeout for connection
+            to cluster_manager node
+        """
+        return await self.transport.perform_request(
+            "GET", "/_features", params=params, headers=headers
+        )
+
+    @query_params()
+    async def reset_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Resets the internal state of features, usually by deleting system indices
+
+
+        .. warning::
+
+            This API is **experimental** so may include breaking changes
+            or be removed in a future version
+        """
+        return await self.transport.perform_request(
+            "POST", "/_features/_reset", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
new file mode 100644
index 000000000..63d4df278
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
@@ -0,0 +1,128 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Mapping, Optional
+
+from .client import Client
+from .utils import NamespacedClient
+
+
+class HttpClient(NamespacedClient):
+    def __init__(self, client: Client) -> None:
+        super(HttpClient, self).__init__(client)
+
+    async def get(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a GET request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "GET", url=url, headers=headers, params=params, body=body
+        )
+
+    async def head(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a HEAD request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "HEAD", url=url, headers=headers, params=params, body=body
+        )
+
+    async def post(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a POST request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "POST", url=url, headers=headers, params=params, body=body
+        )
+
+    async def delete(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a DELETE request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "DELETE", url=url, headers=headers, params=params, body=body
+        )
+
+    async def put(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a PUT request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return await self.transport.perform_request(
+            "PUT", url=url, headers=headers, params=params, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
new file mode 100644
index 000000000..66e4e60f1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
@@ -0,0 +1,2766 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndicesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def analyze(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the analysis process on a text and return the tokens breakdown of the
+        text.
+
+
+        :arg body: Define analyzer/tokenizer parameters and the text on
+            which the analysis should be performed
+        :arg index: The name of the index to scope the operation.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_analyze"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    async def refresh(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the refresh operation in one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_refresh"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "force",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "wait_if_ongoing",
+    )
+    async def flush(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the flush operation on one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to flush. Supports wildcards (`*`). To flush all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg force: If `true`, the request forces a flush even if there
+            are no changes to commit to the index.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_if_ongoing: If `true`, the flush operation blocks
+            until execution when another flush operation is running.If `false`,
+            Opensearch returns an error if you request a flush when another flush
+            operation is running. Default is True.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_flush"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def create(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates an index with optional settings and mappings.
+
+
+        :arg index: Name of the index you wish to create.
+        :arg body: The configuration for the index (`settings` and
+            `mappings`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation. Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "PUT", _make_path(index), params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def clone(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones an index.
+
+
+        :arg index: Name of the source index to clone.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_clone", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _all value targets onlymissing
+            or closed indices. This behavior applies even if the request targets
+            other open indices. For example,a request targeting foo*,bar* returns an
+            error if an index starts with foo but no index starts with bar. Default
+            is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard expressions
+            can match. If the request can target data streams, this
+            argumentdetermines whether wildcard expressions match hidden data
+            streams. Supports comma-separated values,such as open,hidden. Valid
+            choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, requests that target a
+            missing index return an error. Default is false.
+        :arg include_defaults: If true, return all default settings in
+            the response. Default is false.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def open(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Opens an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). By default,
+            you must explicitly name the indices you using to limit the request. To
+            limit a request using `_all`, `*`, or other wildcard expressions, change
+            the `action.destructive_requires_name` setting to false. You can update
+            this setting in the `opensearch.yml` file or using the cluster update
+            settings API.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_open"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def close(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Closes an index.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names used to limit the request.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_close"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index.
+
+
+        :arg index: Comma-separated list of indices to delete. You
+            cannot specify index aliases. By default, this parameter does not
+            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
+            `action.destructive_requires_name` cluster setting to `false`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def exists(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index exists.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "write_index_only",
+    )
+    async def put_mapping(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index mappings.
+
+
+        :arg body: The mapping definition
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg write_index_only: If `true`, the mappings are applied only
+            to the current write index for the target. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        if index in SKIP_IN_PATH:
+            index = "_all"
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_mapping"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_mapping(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mappings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_mapping"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def get_field_mapping(
+        self,
+        fields: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mapping for one or more fields.
+
+
+        :arg fields: Comma-separated list or wildcard expression of
+            fields used to limit returned information.
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if fields in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'fields'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path(index, "_mapping", "field", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_alias(
+        self,
+        index: Any,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices to
+            add. Supports wildcards (`*`). Wildcard patterns that match both data
+            streams and indices return an error.
+        :arg name: Alias to update. If the alias doesn’t exist, the
+            request creates it. Index alias names support date math.
+        :arg body: The settings for the alias, such as `routing` or
+            `filter`
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_alias", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def exists_alias(
+        self,
+        name: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular alias exists.
+
+
+        :arg name: Comma-separated list of aliases to check. Supports
+            wildcards (`*`).
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, requests that include a
+            missing data stream or index in the target indices or data streams
+            return an error.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    async def get_alias(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list of aliases to retrieve. Supports
+            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
+            or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def update_aliases(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates index aliases.
+
+
+        :arg body: The definition of `actions` to perform
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_aliases", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_alias(
+        self,
+        index: Any,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`).
+        :arg name: Comma-separated list of aliases to remove. Supports
+            wildcards (`*`). To remove all aliases, use `*` or `_all`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "order",
+        "pretty",
+        "source",
+    )
+    async def put_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: The name of the template
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns an error.
+        :arg order: Order in which Opensearch applies this template if
+            indexmatches multiple templates.Templates with lower 'order' values are
+            merged first. Templates with higher'order' values are merged later,
+            overriding templates with lower values.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: The comma separated names of the index templates
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Comma-separated list of index template names used to
+            limit the request. Wildcard (`*`) expressions are supported. To return
+            all index templates, omit this parameter or use a value of `_all` or
+            `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: The name of the legacy index template to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_settings(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns settings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list or wildcard expression of
+            settings to retrieve.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with foo but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. If`false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_settings", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "preserve_existing",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_settings(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index settings.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with `foo` but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can targetdata streams, this argument determines
+            whether wildcard expressions matchhidden data streams. Supports comma-
+            separated values, such as`open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg preserve_existing: If `true`, existing index settings
+            remain unchanged. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "forbid_closed_indices",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "include_unloaded_segments",
+        "level",
+        "pretty",
+        "source",
+    )
+    async def stats(
+        self,
+        index: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in an index.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg metric: Limit the information returned the specific
+            metrics.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argumentdetermines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values,such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg forbid_closed_indices: If true, statistics are not
+            collected from closed indices. Default is True.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about segments in a Lucene index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the request returns a verbose response.
+            Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_segments"), params=params, headers=headers
+        )
+
+    @query_params(
+        "all_shards",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "pretty",
+        "q",
+        "rewrite",
+        "source",
+    )
+    async def validate_query(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows a user to validate a potentially expensive query without executing it.
+
+
+        :arg body: The query definition specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg all_shards: If `true`, the validation is executed on all
+            shards instead of one random shard per index.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response returns detailed
+            information if an error has occurred.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg rewrite: If `true`, returns a more detailed explanation
+            showing the actual Lucene query that will be executed.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(index, "_validate", "query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "query",
+        "request",
+        "source",
+    )
+    async def clear_cache(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears all or specific caches for one or more indices.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg fielddata: If `true`, clears the fields cache.Use the
+            `fields` parameter to clear the cache of specific fields only.
+        :arg fields: Comma-separated list of field names used to limit
+            the `fielddata` parameter.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg query: If `true`, clears the query cache.
+        :arg request: If `true`, clears the request cache.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about ongoing index shard recoveries.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_recovery"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "only_ancient_segments",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg only_ancient_segments: If true, only ancient (an older
+            Lucene major release) segments will be upgraded.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    async def get_upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "status",
+    )
+    async def shard_stores(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides store information for shard copies of indices.
+
+
+        :arg index: List of data streams, indices, and aliases used to
+            limit the request.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _allvalue targets only missing
+            or closed indices. This behavior applies even if the requesttargets
+            other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams,this argument determines
+            whether wildcard expressions match hidden data streams. Valid choices
+            are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If true, missing or closed indices are
+            not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg status: List of shard health statuses used to limit the
+            request.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flush",
+        "human",
+        "ignore_unavailable",
+        "max_num_segments",
+        "only_expunge_deletes",
+        "pretty",
+        "primary_only",
+        "source",
+        "wait_for_completion",
+    )
+    async def forcemerge(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the force merge operation on one or more indices.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flush: Specify whether the index should be flushed after
+            performing the operation. Default is True.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg max_num_segments: The number of larger segments into which
+            smaller segments are merged.Set this parameter to 1 to merge all
+            segments into one segment.The default behavior is to perform the merge
+            as necessary.
+        :arg only_expunge_deletes: Specify whether the operation should
+            only expunge deleted documents
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg primary_only: Specify whether the operation should only
+            perform on primary shards. Defaults to false. Default is false.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request wait until the
+            force merge is completed. Default is True.
+        """
+        return await self.transport.perform_request(
+            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def shrink(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allow to shrink an existing index into a new index with fewer primary shards.
+
+
+        :arg index: Name of the source index to shrink.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_shrink", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    async def split(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows you to split an existing index into a new index with more primary
+        shards.
+
+
+        :arg index: Name of the source index to split.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_split", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    async def rollover(
+        self,
+        alias: Any,
+        body: Any = None,
+        new_index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates an alias to point to a new index when the existing index is considered
+        to be too large or too old.
+
+
+        :arg alias: Name of the data stream or index alias to roll over.
+        :arg body: The conditions that needs to be met for executing
+            rollover
+        :arg new_index: Name of the index to create. Supports date math.
+            Data streams do not support this parameter.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If `true`, checks whether the current index
+            satisfies the specified conditions but does not perform a rollover.
+            Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if alias in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'alias'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(alias, "_rollover", new_index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_data_stream(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a data stream.
+
+
+        :arg name: Name of the data stream, which must meet the
+            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
+            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
+            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
+            longer than 255 bytes. Multi-byte characters count towards this limit
+            faster.
+        :arg body: The data stream definition
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_data_stream", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_data_stream(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a data stream.
+
+
+        :arg name: Comma-separated list of data streams to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: Name of the index template to delete. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def exists_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: Name of the index template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "HEAD", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_index_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Name of the index template to retrieve. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def put_index_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: Index or template name
+        :arg body: The template definition
+        :arg cause: User defined reason for creating/updating the index
+            template. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def simulate_index_template(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate matching the given index name against the index templates in the
+        system.
+
+
+        :arg name: Index or template name to simulate
+        :arg body: New index template definition, which will be included
+            in the simulation, as if it already exists in the system
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, the template passed in the body is only
+            used if no existingtemplates match the same index patterns. If `false`,
+            the simulation usesthe template with the highest priority. Note that the
+            template is notpermanently added or updated in either case; it is only
+            used for thesimulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is receivedbefore the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate_index", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_data_stream(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns data streams.
+
+
+        :arg name: Comma-separated list of data stream names used to
+            limit the request. Wildcard (`*`) expressions are supported. If omitted,
+            all data streams are returned.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def simulate_template(
+        self,
+        body: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate resolving the given template name or body.
+
+
+        :arg name: Name of the index template to simulate. To test a
+            template configuration before you add it to the cluster, omit this
+            parameter and specify the template configuration in the request body.
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, the template passed in the body is only
+            used if no existing templates match the same index patterns. If false,
+            the simulation uses the template with the highest priority. Note that
+            the template is not permanently added or updated in either case; it is
+            only used for the simulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
+    )
+    async def resolve_index(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about any matching indices, aliases, and data streams.
+
+
+        :arg name: Comma-separated name(s) or index pattern(s) of the
+            indices, aliases, and data streams to resolve. Resources on remote
+            clusters can be specified using the `<cluster>`:`<name>` syntax.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def add_block(
+        self,
+        index: Any,
+        block: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds a block to an index.
+
+
+        :arg index: A comma separated list of indices to add a block to
+        :arg block: The block to add (one of read, write, read_only or
+            metadata)
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        for param in (index, block):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT", _make_path(index, "_block", block), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def data_streams_stats(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in a data stream.
+
+
+        :arg name: Comma-separated list of data streams used to limit
+            the request. Wildcard expressions (`*`) are supported. To target all
+            data streams in a cluster, omit this parameter or use `*`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_data_stream", name, "_stats"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
new file mode 100644
index 000000000..848466382
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
@@ -0,0 +1,256 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IngestClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_pipeline(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a pipeline.
+
+
+        :arg id: Comma-separated list of pipeline IDs to retrieve.
+            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
+            omit this parameter or use `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put_pipeline(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a pipeline.
+
+
+        :arg id: ID of the ingest pipeline to create or update.
+        :arg body: The ingest definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_pipeline(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a pipeline.
+
+
+        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
+            to limit the request. To delete all ingest pipelines in a cluster, use a
+            value of `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
+    async def simulate(
+        self,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to simulate a pipeline with example documents.
+
+
+        :arg body: The simulate definition
+        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
+            the request body, this parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the response includes output data for
+            each processor in the executed pipeline. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_ingest", "pipeline", id, "_simulate"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def processor_grok(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of the built-in patterns.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_ingest/processor/grok", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
new file mode 100644
index 000000000..eba764885
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
@@ -0,0 +1,294 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class NodesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def reload_secure_settings(
+        self,
+        body: Any = None,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reloads secure settings.
+
+
+        :arg body: An object containing the password for the opensearch
+            keystore
+        :arg node_id: The names of particular nodes in the cluster to
+            target.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_nodes", node_id, "reload_secure_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def info(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limits the information returned to the specific
+            metrics. Supports a comma-separated list, such as http,ingest.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "level",
+        "pretty",
+        "source",
+        "timeout",
+        "types",
+    )
+    async def stats(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        index_metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns statistical information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index_metric: Limit the information returned for indices
+            metric to the specific index metrics. It can be used only if indices (or
+            all) metric is specified.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg types: A comma-separated list of document types for the
+            indexing index metric.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "stats", metric, index_metric),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "doc_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_idle_threads",
+        "interval",
+        "pretty",
+        "snapshots",
+        "source",
+        "threads",
+        "timeout",
+    )
+    async def hot_threads(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about hot threads on each node in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg doc_type: The type to sample. Valid choices are cpu, wait,
+            block.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_idle_threads: Don't show threads that are in known-
+            idle places, such as waiting on a socket select or pulling from an empty
+            task queue. Default is True.
+        :arg interval: The interval for the second sampling of threads.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg snapshots: Number of samples of thread stacktrace. Default
+            is 10.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg threads: Specify the number of threads to provide
+            information for. Default is 3.
+        :arg timeout: Operation timeout.
+        """
+        # type is a reserved word so it cannot be used, use doc_type instead
+        if "doc_type" in params:
+            params["type"] = params.pop("doc_type")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "hot_threads"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def usage(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns low-level information about REST actions usage on nodes.
+
+
+        :arg node_id: A comma-separated list of node IDs or names to
+            limit the returned information; use `_local` to return information from
+            the node you're connecting to, leave empty to get information from all
+            nodes
+        :arg metric: Limits the information returned to the specific
+            metrics. A comma-separated list of the following options: `_all`,
+            `rest_actions`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "usage", metric),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
new file mode 100644
index 000000000..c7d070fcf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from ..plugins.alerting import AlertingClient
+from ..plugins.index_management import IndexManagementClient
+from ..plugins.knn import KnnClient
+from ..plugins.notifications import NotificationsClient
+from ..plugins.rollups import RollupsClient
+from ..plugins.transforms import TransformsClient
+from .client import Client
+from .utils import NamespacedClient
+
+
+class PluginsClient(NamespacedClient):
+    alerting: Any
+    index_management: Any
+
+    def __init__(self, client: Client) -> None:
+        super(PluginsClient, self).__init__(client)
+        self.transforms = TransformsClient(client)
+        self.rollups = RollupsClient(client)
+        self.notifications = NotificationsClient(client)
+        self.knn = KnnClient(client)
+        # self.query_workbench = QueryWorkbenchClient(client)
+        # self.reporting = ReportingClient(client)
+        # self.notebooks = NotebooksClient(client)
+        self.alerting = AlertingClient(client)
+        # self.anomaly_detection = AnomalyDetectionClient(client)
+        # self.trace_analytics = TraceAnalyticsClient(client)
+        self.index_management = IndexManagementClient(client)
+
+        self._dynamic_lookup(client)
+
+    def _dynamic_lookup(self, client: Any) -> None:
+        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
+
+        plugins = [
+            # "query_workbench",
+            # "reporting",
+            # "notebooks",
+            "alerting",
+            # "anomaly_detection",
+            # "trace_analytics",
+            "index_management",
+        ]
+        for plugin in plugins:
+            if not hasattr(client, plugin):
+                setattr(client, plugin, getattr(self, plugin))
+            else:
+                warnings.warn(
+                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
+                    category=RuntimeWarning,
+                    stacklevel=2,
+                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
new file mode 100644
index 000000000..137872736
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
@@ -0,0 +1,38 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class RemoteClient(NamespacedClient):
+    @query_params()
+    async def info(self, params: Any = None, headers: Any = None) -> Any:
+        return await self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
new file mode 100644
index 000000000..143ce0b3d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, query_params
+
+
+class RemoteStoreClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def restore(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores from remote store.
+
+
+        :arg body: Comma-separated list of index IDs
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
new file mode 100644
index 000000000..9225085fb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
@@ -0,0 +1,151 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SearchPipelineClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def get(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves information about a specified search pipeline.
+
+
+        :arg id: Comma-separated list of search pipeline ids. Wildcards
+            supported.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
new file mode 100644
index 000000000..e13818691
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
@@ -0,0 +1,2344 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SecurityClient(NamespacedClient):
+    from ._patch import health_check, update_audit_config  # type: ignore
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_account_details(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns account details for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/account", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def change_password(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the password for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/account",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one action group.
+
+
+        :arg action_group: Action group to retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_action_groups(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all action groups.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a specified action group.
+
+
+        :arg action_group: Action group to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified action group.
+
+
+        :arg action_group: The name of the action group to create or
+            replace.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an action group.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_action_groups(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple action groups in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_users(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_users(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple internal users in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_roles(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all roles.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_roles(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple roles in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/roles",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_role_mappings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all role mappings.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_role_mappings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates multiple role mappings in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenants(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all tenants.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify a single tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_tenants(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify multiple tenants in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/tenants",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the current Security plugin configuration in JSON format.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the existing configuration using the REST API. Only accessible
+        by admins and users with rest api access and only when put or patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/securityconfig/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update the existing configuration using the REST API.
+        Only accessible by admins and users with rest api access and only when put or
+        patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    async def get_distinguished_names(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the cluster security certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def reload_transport_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload Transport layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/transport/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def reload_http_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload HTTP layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/http/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def flush_cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Flushes the Security plugin user, authentication, and authorization cache.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
+    async def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks to see if the Security plugin is up and running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/health", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_audit_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/audit/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update specified fields in the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/audit",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_distinguished_names(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Bulk update of distinguished names. Only accessible to super-admins and with
+        rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/nodesdn",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "auth_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def authinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authentication information.
+
+
+        :arg auth_type: The type of current authentication request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: Indicates whether a verbose response should be
+            returned.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def authtoken(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authorization token.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Not supported for cache API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def config_upgrade_check(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Check whether or not an upgrade can be performed and what resources can be
+        updated.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def config_upgrade_perform(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Helps cluster operator upgrade missing defaults and stale default definitions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/_upgrade_perform",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the allowlisted APIs. Accessible via Super Admin
+        certificate or REST API permission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_update_tenancy_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the multi-tenancy configuration. Only accessible to admins
+        and users with REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_user_legacy(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all distinguished names in the specified cluster or node allow list.
+        Only accessible to super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_obo_token(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates On-Behalf-Of token for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/api/generateonbehalfoftoken",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_user_token(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins", "_security", "api", "internalusers", username, "authtoken"
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def generate_user_token_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_allowlist(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_dashboards_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    async def get_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_permissions_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the evaluated REST API permissions for the currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/permissionsinfo",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
+    async def get_sslinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the SSL configuration information.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg show_dn: The domain names from all certificates.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_tenancy_config(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves multi-tenancy configuration. Only accessible to admins and users with
+        REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_users_legacy(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/user", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def migrate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Migrates security configuration from v6 to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def patch_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a distinguished cluster name for a specific cluster. Only accessible to
+        super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def post_dashboards_info(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/dashboardsinfo",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def tenant_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the tenant names if any exist. Only accesible to super admins or
+        kibanaserver user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the specified distinguished names in the cluster or node allow
+        list. Only accessible to super-admins and with rest-api permissions when
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
+    )
+    async def validate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks whether the v6 security configuration is valid and ready to be migrated
+        to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def who_am_i(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/whoami", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def who_am_i_protected(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user. User
+        needs to have access to this endpoint when authorization at REST layer is
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
new file mode 100644
index 000000000..80813d161
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
@@ -0,0 +1,611 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SnapshotClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def create(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a snapshot in a repository.
+
+
+        :arg repository: Repository for the snapshot.
+        :arg snapshot: Name of the snapshot. Must be unique in the
+            repository.
+        :arg body: The snapshot definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: If `true`, the request returns a
+            response when the snapshot is complete. If `false`, the request returns
+            a response when the snapshot initializes. Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def delete(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    async def get(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a snapshot.
+
+
+        :arg repository: Comma-separated list of snapshot repository
+            names used to limit the request. Wildcard (*) expressions are supported.
+        :arg snapshot: Comma-separated list of snapshot names to
+            retrieve. Also accepts wildcards (*). - To get information about all
+            snapshots in a registered repository, use a wildcard (*) or _all. - To
+            get information about any snapshots that are currently running, use
+            _current.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, the request returns an error
+            for any snapshots that are unavailable. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If true, returns additional information about each
+            snapshot such as the version of Opensearch which took the snapshot, the
+            start and end times of the snapshot, and the number of shards
+            snapshotted.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def delete_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a repository.
+
+
+        :arg repository: Name of the snapshot repository to unregister.
+            Wildcard (`*`) patterns are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def get_repository(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a repository.
+
+
+        :arg repository: A comma-separated list of repository names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", _make_path("_snapshot", repository), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "verify",
+    )
+    async def create_repository(
+        self,
+        repository: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a repository.
+
+
+        :arg repository: A repository name
+        :arg body: The repository definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        :arg verify: Whether to verify the repository after creation
+        """
+        for param in (repository, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def restore(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A snapshot name
+        :arg body: Details of what to restore
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, snapshot, "_restore"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def status(
+        self,
+        repository: Any = None,
+        snapshot: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the status of a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether to ignore unavailable
+            snapshots, defaults to false which means a SnapshotMissingException is
+            thrown Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot, "_status"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def verify_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Verifies a repository.
+
+
+        :arg repository: A repository name
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_verify"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    async def cleanup_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes stale data from repository.
+
+
+        :arg repository: Snapshot repository to clean up.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_cleanup"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    async def clone(
+        self,
+        repository: Any,
+        snapshot: Any,
+        target_snapshot: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones indices from one snapshot into another snapshot in the same repository.
+
+
+        :arg repository: A repository name
+        :arg snapshot: The name of the snapshot to clone from
+        :arg target_snapshot: The name of the cloned snapshot to create
+        :arg body: The snapshot clone definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot, target_snapshot, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
new file mode 100644
index 000000000..7302cbacb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
@@ -0,0 +1,194 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TasksClient(NamespacedClient):
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "group_by",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    async def list(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of tasks.
+
+
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg group_by: Key used to group tasks in the response. Valid
+            choices are nodes, parents, none.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: Parent task ID used to limit returned
+            information. To return all tasks, omit this parameter or use a value of
+            `-1`.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is false.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "actions",
+        "error_trace",
+        "filter_path",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    async def cancel(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Cancels a task, if it can be cancelled through an API.
+
+
+        :arg task_id: ID of the task.
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names used to
+            limit the request.
+        :arg parent_task_id: Parent task ID used to limit the tasks.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request block until the
+            cancellation of the task and its descendant tasks is completed. Defaults
+            to false Default is false.
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_tasks", task_id, "_cancel"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    async def get(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a task.
+
+
+        :arg task_id: ID of the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the task has completed. Default is false.
+        """
+        if task_id in SKIP_IN_PATH:
+            warnings.warn(
+                "Calling client.tasks.get() without a task_id is deprecated "
+                "and will be removed in v8.0. Use client.tasks.list() instead.",
+                category=DeprecationWarning,
+                stacklevel=3,
+            )
+
+        return await self.transport.perform_request(
+            "GET", _make_path("_tasks", task_id), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
new file mode 100644
index 000000000..dfeb096c3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
@@ -0,0 +1,46 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from ...client.utils import NamespacedClient  # noqa
+from ...client.utils import (
+    SKIP_IN_PATH,
+    _bulk_body,
+    _escape,
+    _make_path,
+    _normalize_hosts,
+    query_params,
+)
+
+__all__ = [
+    "SKIP_IN_PATH",
+    "NamespacedClient",
+    "_make_path",
+    "query_params",
+    "_bulk_body",
+    "_escape",
+    "_normalize_hosts",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
new file mode 100644
index 000000000..319cf8192
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
@@ -0,0 +1,32 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from asyncio import get_running_loop
+
+from ..compat import *  # noqa
+
+__all__ = ["get_running_loop"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
new file mode 100644
index 000000000..03f880439
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
@@ -0,0 +1,498 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# Licensed to Elasticsearch B.V.under one or more agreements.
+# Elasticsearch B.V.licenses this file to you under the Apache 2.0 License.
+# See the LICENSE file in the project root for more information
+
+import asyncio
+import logging
+from typing import (
+    Any,
+    AsyncGenerator,
+    AsyncIterable,
+    Collection,
+    Iterable,
+    List,
+    Optional,
+    Tuple,
+    TypeVar,
+    Union,
+)
+
+from ...compat import map
+from ...exceptions import TransportError
+from ...helpers.actions import (
+    _ActionChunker,
+    _process_bulk_chunk_error,
+    _process_bulk_chunk_success,
+    expand_action,
+)
+from ...helpers.errors import ScanError
+
+logger: logging.Logger = logging.getLogger("opensearchpy.helpers")
+
+
+async def _chunk_actions(
+    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
+) -> AsyncGenerator[Any, None]:
+    """
+    Split actions into chunks by number or size, serialize them into strings in
+    the process.
+    """
+    chunker = _ActionChunker(
+        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
+    )
+    async for action, data in actions:
+        ret = chunker.feed(action, data)
+        if ret:
+            yield ret
+    ret = chunker.flush()
+    if ret:
+        yield ret
+
+
+async def _process_bulk_chunk(
+    client: Any,
+    bulk_actions: Any,
+    bulk_data: Any,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> AsyncGenerator[Tuple[bool, Any], None]:
+    """
+    Send a bulk request to opensearch and process the output.
+    """
+    if not isinstance(ignore_status, (list, tuple)):
+        ignore_status = (ignore_status,)
+
+    try:
+        # send the actual request
+        resp = await client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
+    except TransportError as e:
+        gen = _process_bulk_chunk_error(
+            error=e,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_exception=raise_on_exception,
+            raise_on_error=raise_on_error,
+        )
+    else:
+        gen = _process_bulk_chunk_success(
+            resp=resp,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_error=raise_on_error,
+        )
+    for item in gen:
+        yield item
+
+
+T = TypeVar("T")
+
+
+def aiter(x: Union[Iterable[T], AsyncIterable[T]]) -> Any:
+    """Turns an async iterable or iterable into an async iterator"""
+    if hasattr(x, "__anext__"):
+        return x
+    elif hasattr(x, "__aiter__"):
+        return x.__aiter__()
+
+    async def f() -> Any:
+        for item in x:
+            yield item
+
+    return f().__aiter__()
+
+
+async def azip(
+    *iterables: Union[Iterable[T], AsyncIterable[T]]
+) -> AsyncGenerator[Tuple[T, ...], None]:
+    """Zips async iterables and iterables into an async iterator
+    with the same behavior as zip()
+    """
+    aiters = [aiter(x) for x in iterables]
+    try:
+        while True:
+            yield tuple([await x.__anext__() for x in aiters])
+    except StopAsyncIteration:
+        pass
+
+
+async def async_streaming_bulk(
+    client: Any,
+    actions: Any,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    raise_on_error: bool = True,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    max_retries: int = 0,
+    initial_backoff: Union[float, int] = 2,
+    max_backoff: Union[float, int] = 600,
+    yield_ok: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> AsyncGenerator[Tuple[bool, Any], None]:
+    """
+    Streaming bulk consumes actions from the iterable passed in and yields
+    results per action. For non-streaming usecases use
+    :func:`~opensearchpy.helpers.async_bulk` which is a wrapper around streaming
+    bulk that returns summary information about the bulk operation once the
+    entire input is consumed and sent.
+
+    If you specify ``max_retries`` it will also retry any documents that were
+    rejected with a ``429`` status code. To do this it will wait (**by calling
+    asyncio.sleep**) for ``initial_backoff`` seconds and then,
+    every subsequent rejection for the same chunk, for double the time every
+    time up to ``max_backoff`` seconds.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg actions: iterable or async iterable containing the actions to be executed
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg max_retries: maximum number of times a document will be retried when
+        ``429`` is received, set to 0 (default) for no retries on ``429``
+    :arg initial_backoff: number of seconds we should wait before the first
+        retry. Any subsequent retries will be powers of ``initial_backoff *
+        2**retry_number``
+    :arg max_backoff: maximum number of seconds a retry will wait
+    :arg yield_ok: if set to False will skip successful documents in the output
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+
+    async def map_actions() -> Any:
+        async for item in aiter(actions):
+            yield expand_action_callback(item)
+
+    async for bulk_data, bulk_actions in _chunk_actions(
+        map_actions(), chunk_size, max_chunk_bytes, client.transport.serializer
+    ):
+        for attempt in range(max_retries + 1):
+            to_retry: Any = []
+            to_retry_data: Any = []
+            if attempt:
+                await asyncio.sleep(
+                    min(max_backoff, initial_backoff * 2 ** (attempt - 1))
+                )
+
+            try:
+                async for data, (ok, info) in azip(
+                    bulk_data,
+                    _process_bulk_chunk(
+                        client,
+                        bulk_actions,
+                        bulk_data,
+                        raise_on_exception,
+                        raise_on_error,
+                        ignore_status,
+                        *args,
+                        **kwargs,
+                    ),
+                ):
+                    if not ok:
+                        action, info = info.popitem()
+                        # retry if retries enabled, we get 429, and we are not
+                        # in the last attempt
+                        if (
+                            max_retries
+                            and info["status"] == 429
+                            and (attempt + 1) <= max_retries
+                        ):
+                            # _process_bulk_chunk expects strings so we need to
+                            # re-serialize the data
+                            to_retry.extend(
+                                map(client.transport.serializer.dumps, data)
+                            )
+                            to_retry_data.append(data)
+                        else:
+                            yield ok, {action: info}
+                    elif yield_ok:
+                        yield ok, info
+
+            except TransportError as e:
+                # suppress 429 errors since we will retry them
+                if attempt == max_retries or e.status_code != 429:
+                    raise
+            else:
+                if not to_retry:
+                    break
+                # retry only subset of documents that didn't succeed
+                bulk_actions, bulk_data = to_retry, to_retry_data
+
+
+async def async_bulk(
+    client: Any,
+    actions: Union[Iterable[Any], AsyncIterable[Any]],
+    stats_only: bool = False,
+    ignore_status: Optional[Union[int, Collection[int]]] = (),
+    *args: Any,
+    **kwargs: Any
+) -> Tuple[int, Union[int, List[Any]]]:
+    """
+    Helper for the :meth:`~opensearchpy.AsyncOpenSearch.bulk` api that provides
+    a more human friendly interface - it consumes an iterator of actions and
+    sends them to opensearch in chunks. It returns a tuple with summary
+    information - number of successfully executed actions and either list of
+    errors or number of errors if ``stats_only`` is set to ``True``. Note that
+    by default we raise a ``BulkIndexError`` when we encounter an error so
+    options like ``stats_only`` only+ apply when ``raise_on_error`` is set to
+    ``False``.
+
+    When errors are being collected original document data is included in the
+    error dictionary which can lead to an extra high memory usage. If you need
+    to process a lot of data and want to ignore/collect errors please consider
+    using the :func:`~opensearchpy.helpers.async_streaming_bulk` helper which will
+    just return the errors and not store them in memory.
+
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg stats_only: if `True` only report number of successful/failed
+        operations instead of just number of successful and a list of error responses
+    :arg ignore_status: list of HTTP status code that you want to ignore
+
+    Any additional keyword arguments will be passed to
+    :func:`~opensearchpy.helpers.async_streaming_bulk` which is used to execute
+    the operation, see :func:`~opensearchpy.helpers.async_streaming_bulk` for more
+    accepted parameters.
+    """
+    success, failed = 0, 0
+
+    # list of errors to be collected is not stats_only
+    errors = []
+
+    # make streaming_bulk yield successful results so we can count them
+    kwargs["yield_ok"] = True
+    async for ok, item in async_streaming_bulk(  # type: ignore
+        client, actions, ignore_status=ignore_status, *args, **kwargs
+    ):
+        # go through request-response pairs and detect failures
+        if not ok:
+            if not stats_only:
+                errors.append(item)
+            failed += 1
+        else:
+            success += 1
+
+    return success, failed if stats_only else errors
+
+
+async def async_scan(
+    client: Any,
+    query: Any = None,
+    scroll: str = "5m",
+    raise_on_error: bool = True,
+    preserve_order: bool = False,
+    size: int = 1000,
+    request_timeout: Any = None,
+    clear_scroll: bool = True,
+    scroll_kwargs: Any = None,
+    **kwargs: Any
+) -> Any:
+    """
+    Simple abstraction on top of the
+    :meth:`~opensearchpy.AsyncOpenSearch.scroll` api - a simple iterator that
+    yields all hits as returned by underlining scroll requests.
+
+    By default scan does not return results in any pre-determined order. To
+    have a standard order in the returned documents (either by score or
+    explicit sort definition) when scrolling, use ``preserve_order=True``. This
+    may be an expensive operation and will negate the performance benefits of
+    using ``scan``.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
+    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg raise_on_error: raises an exception (``ScanError``) if an error is
+        encountered (some shards fail to execute). By default we raise.
+    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
+        cause the scroll to paginate with preserving the order. Note that this
+        can be an extremely expensive operation and can easily lead to
+        unpredictable results, use with caution.
+    :arg size: size (per shard) of the batch send at each iteration.
+    :arg request_timeout: explicit timeout for each call to ``scan``
+    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
+        scroll API at the end of the method on completion or error, defaults
+        to true.
+    :arg scroll_kwargs: additional kwargs to be passed to
+        :meth:`~opensearchpy.AsyncOpenSearch.scroll`
+
+    Any additional keyword arguments will be passed to the initial
+    :meth:`~opensearchpy.AsyncOpenSearch.search` call::
+
+        async_scan(client,
+            query={"query": {"match": {"title": "python"}}},
+            index="orders-*",
+            doc_type="books"
+        )
+
+    """
+    scroll_kwargs = scroll_kwargs or {}
+
+    if not preserve_order:
+        query = query.copy() if query else {}
+        query["sort"] = "_doc"
+
+    # Grab options that should be propagated to every
+    # API call within this helper instead of just 'search()'
+    transport_kwargs = {}
+    for key in ("headers", "api_key", "http_auth"):
+        if key in kwargs:
+            transport_kwargs[key] = kwargs[key]
+
+    # If the user is using 'scroll_kwargs' we want
+    # to propagate there too, but to not break backwards
+    # compatibility we'll not override anything already given.
+    if scroll_kwargs is not None and transport_kwargs:
+        for key, val in transport_kwargs.items():
+            scroll_kwargs.setdefault(key, val)
+
+    # initial search
+    resp = await client.search(
+        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
+    )
+    scroll_id = resp.get("_scroll_id")
+
+    try:
+        while scroll_id and resp.get("hits", {}).get("hits"):
+            for hit in resp.get("hits", {}).get("hits", []):
+                yield hit
+
+            _shards = resp.get("_shards")
+
+            if _shards:
+                # Default to 0 if the value isn't included in the response
+                shards_successful = _shards.get("successful", 0)
+                shards_skipped = _shards.get("skipped", 0)
+                shards_total = _shards.get("total", 0)
+
+            # check if we have any errors
+            if (shards_successful + shards_skipped) < shards_total:
+                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
+                logger.warning(
+                    shards_message,
+                    shards_successful,
+                    shards_skipped,
+                    shards_total,
+                )
+                if raise_on_error:
+                    raise ScanError(
+                        scroll_id,
+                        shards_message
+                        % (
+                            shards_successful,
+                            shards_skipped,
+                            shards_total,
+                        ),
+                    )
+            resp = await client.scroll(
+                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
+            )
+            scroll_id = resp.get("_scroll_id")
+
+    finally:
+        if scroll_id and clear_scroll:
+            await client.clear_scroll(
+                body={"scroll_id": [scroll_id]},
+                **transport_kwargs,
+                ignore=(404,),
+            )
+
+
+async def async_reindex(
+    client: Any,
+    source_index: Union[str, Collection[str]],
+    target_index: str,
+    query: Any = None,
+    target_client: Any = None,
+    chunk_size: int = 500,
+    scroll: str = "5m",
+    scan_kwargs: Any = {},
+    bulk_kwargs: Any = {},
+) -> Tuple[int, Union[int, List[Any]]]:
+    """
+    Reindex all documents from one index that satisfy a given query
+    to another, potentially (if `target_client` is specified) on a different cluster.
+    If you don't specify the query you will reindex all the documents.
+
+    Since ``2.3`` a :meth:`~opensearchpy.AsyncOpenSearch.reindex` api is
+    available as part of opensearch itself. It is recommended to use the api
+    instead of this helper wherever possible. The helper is here mostly for
+    backwards compatibility and for situations where more flexibility is
+    needed.
+
+    .. note::
+
+        This helper doesn't transfer mappings, just the data.
+
+    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use (for
+        read if `target_client` is specified as well)
+    :arg source_index: index (or list of indices) to read documents from
+    :arg target_index: name of the index in the target cluster to populate
+    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
+    :arg target_client: optional, is specified will be used for writing (thus
+        enabling reindex between clusters)
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg scan_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.async_scan`
+    :arg bulk_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.async_bulk`
+    """
+    target_client = client if target_client is None else target_client
+    docs = async_scan(
+        client, query=query, index=source_index, scroll=scroll, **scan_kwargs
+    )
+
+    async def _change_doc_index(hits: Any, index: Any) -> Any:
+        async for h in hits:
+            h["_index"] = index
+            if "fields" in h:
+                h.update(h.pop("fields"))
+            yield h
+
+    kwargs = {"stats_only": True}
+    kwargs.update(bulk_kwargs)
+    return await async_bulk(
+        target_client,
+        _change_doc_index(docs, target_index),
+        chunk_size=chunk_size,
+        **kwargs,
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
new file mode 100644
index 000000000..09549068e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
@@ -0,0 +1,471 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import collections.abc as collections_abc
+from fnmatch import fnmatch
+from typing import Any, Optional, Tuple, Type
+
+from six import add_metaclass
+
+from opensearchpy._async.client import AsyncOpenSearch
+from opensearchpy._async.helpers.index import AsyncIndex
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import (
+    IllegalOperation,
+    NotFoundError,
+    RequestError,
+    ValidationException,
+)
+from opensearchpy.helpers.document import DocumentMeta
+from opensearchpy.helpers.utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
+
+
+class AsyncIndexMeta(DocumentMeta):
+    # global flag to guard us from associating an Index with the base Document
+    # class, only user defined subclasses should have an _index attr
+    _document_initialized = False
+
+    def __new__(
+        cls,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        new_cls = super(AsyncIndexMeta, cls).__new__(cls, name, bases, attrs)
+        if cls._document_initialized:
+            index_opts = attrs.pop("Index", None)
+            index = cls.construct_index(index_opts, bases)
+            new_cls._index = index
+            index.document(new_cls)
+        cls._document_initialized = True
+        return new_cls
+
+    @classmethod
+    def construct_index(cls, opts: Any, bases: Any) -> Any:
+        if opts is None:
+            for b in bases:
+                if hasattr(b, "_index"):
+                    return b._index
+
+            # Set None as Index name so it will set _all while making the query
+            return AsyncIndex(name=None)
+
+        i = AsyncIndex(
+            getattr(opts, "name", "*"), using=getattr(opts, "using", "default")
+        )
+        i.settings(**getattr(opts, "settings", {}))
+        i.aliases(**getattr(opts, "aliases", {}))
+        for a in getattr(opts, "analyzers", ()):
+            i.analyzer(a)
+        return i
+
+
+@add_metaclass(AsyncIndexMeta)
+class AsyncDocument(ObjectBase):
+    """
+    Model-like class for persisting documents in opensearch.
+    """
+
+    @classmethod
+    def _matches(cls: Any, hit: Any) -> bool:
+        if cls._index._name is None:
+            return True
+        return fnmatch(hit.get("_index", ""), cls._index._name)
+
+    @classmethod
+    def _get_using(cls: Any, using: Any = None) -> Any:
+        return using or cls._index._using
+
+    @classmethod
+    async def _get_connection(cls, using: Optional[AsyncOpenSearch] = None) -> Any:
+        return await get_connection(cls._get_using(using))
+
+    @classmethod
+    def _default_index(cls: Any, index: Any = None) -> Any:
+        return index or cls._index._name
+
+    @classmethod
+    async def init(
+        cls: Any, index: Optional[str] = None, using: Optional[AsyncOpenSearch] = None
+    ) -> None:
+        """
+        Create the index and populate the mappings in opensearch.
+        """
+        i = cls._index
+        if index:
+            i = i.clone(name=index)
+        await i.save(using=using)
+
+    def _get_index(
+        self, index: Optional[str] = None, required: Optional[bool] = True
+    ) -> Any:
+        if index is None:
+            index = getattr(self.meta, "index", None)
+        if index is None:
+            index = getattr(self._index, "_name", None)
+        if index is None and required:
+            raise ValidationException("No index")
+        if index and "*" in index:
+            raise ValidationException("You cannot write to a wildcard index.")
+        return index
+
+    def __repr__(self) -> str:
+        return "{}({})".format(
+            self.__class__.__name__,
+            ", ".join(
+                "{}={!r}".format(key, getattr(self.meta, key))
+                for key in ("index", "id")
+                if key in self.meta
+            ),
+        )
+
+    @classmethod
+    def search(cls, using: Any = None, index: Any = None) -> AsyncSearch:
+        """
+        Create an :class:`~opensearchpy.AsyncSearch` instance that will search
+        over this ``Document``.
+        """
+        return AsyncSearch(
+            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
+        )
+
+    @classmethod
+    async def get(  # type: ignore
+        cls,
+        id: Any,
+        using: Any = None,
+        index: Any = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to be retrieved
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.get`` unchanged.
+        """
+        opensearch = await cls._get_connection(using)
+        doc = await opensearch.get(index=cls._default_index(index), id=id, **kwargs)
+        if not doc.get("found", False):
+            return None
+        return cls.from_opensearch(doc)
+
+    @classmethod
+    async def exists(
+        cls,
+        id: str,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        check if exists a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to check if exists
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.exists`` unchanged.
+        """
+        opensearch = await cls._get_connection(using)
+        return await opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
+
+    @classmethod
+    async def mget(
+        cls,
+        docs: Any,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        raise_on_error: Optional[bool] = True,
+        missing: Optional[str] = "none",
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve multiple document by their ``id``'s. Returns a list of instances
+        in the same order as requested.
+
+        :arg docs: list of ``id``'s of the documents to be retrieved or a list
+            of document specifications as per
+            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg missing: what to do when one of the documents requested is not
+            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
+            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.mget`` unchanged.
+        """
+        if missing not in ("raise", "skip", "none"):
+            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
+        opensearch = await cls._get_connection(using)
+        body = {
+            "docs": [
+                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
+                for doc in docs
+            ]
+        }
+        results = await opensearch.mget(body, index=cls._default_index(index), **kwargs)
+
+        objs: Any = []
+        error_docs: Any = []
+        missing_docs: Any = []
+        for doc in results["docs"]:
+            if doc.get("found"):
+                if error_docs or missing_docs:
+                    # We're going to raise an exception anyway, so avoid an
+                    # expensive call to cls.from_opensearch().
+                    continue
+
+                objs.append(cls.from_opensearch(doc))
+
+            elif doc.get("error"):
+                if raise_on_error:
+                    error_docs.append(doc)
+                if missing == "none":
+                    objs.append(None)
+
+            # The doc didn't cause an error, but the doc also wasn't found.
+            elif missing == "raise":
+                missing_docs.append(doc)
+            elif missing == "none":
+                objs.append(None)
+
+        if error_docs:
+            error_ids = [doc["_id"] for doc in error_docs]
+            message = "Required routing not provided for documents %s."
+            message %= ", ".join(error_ids)
+            raise RequestError(400, message, error_docs)
+        if missing_docs:
+            missing_ids = [doc["_id"] for doc in missing_docs]
+            message = "Documents %s not found." % ", ".join(missing_ids)
+            raise NotFoundError(404, message, {"docs": missing_docs})
+        return objs
+
+    async def delete(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Delete the instance in opensearch.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.delete`` unchanged.
+        """
+        opensearch = await self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        await opensearch.delete(index=self._get_index(index), **doc_meta)
+
+    def to_dict(  # type: ignore
+        self, include_meta: Optional[bool] = False, skip_empty: Optional[bool] = True
+    ) -> Any:
+        """
+        Serialize the instance into a dictionary so that it can be saved in opensearch.
+
+        :arg include_meta: if set to ``True`` will include all the metadata
+            (``_index``, ``_id`` etc). Otherwise just the document's
+            data is serialized.
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        """
+        d = super(AsyncDocument, self).to_dict(skip_empty)
+        if not include_meta:
+            return d
+
+        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # in case of to_dict include the index unlike save/update/delete
+        index = self._get_index(required=False)
+        if index is not None:
+            meta["_index"] = index
+
+        meta["_source"] = d
+        return meta
+
+    async def update(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        detect_noop: Optional[bool] = True,
+        doc_as_upsert: Optional[bool] = False,
+        refresh: Optional[bool] = False,
+        retry_on_conflict: Optional[bool] = None,
+        script: Any = None,
+        script_id: Optional[str] = None,
+        scripted_upsert: Optional[bool] = False,
+        upsert: Optional[bool] = None,
+        return_doc_meta: Optional[bool] = False,
+        **fields: Any,
+    ) -> Any:
+        """
+        Partial update of the document, specify fields you wish to update and
+        both the instance and the document in opensearch will be updated::
+
+            doc = MyDocument(title='Document Title!')
+            doc.save()
+            doc.update(title='New Document Title!')
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg detect_noop: Set to ``False`` to disable noop detection.
+        :arg refresh: Control when the changes made by this request are visible
+            to search. Set to ``True`` for immediate effect.
+        :arg retry_on_conflict: In between the get and indexing phases of the
+            update, it is possible that another process might have already
+            updated the same document. By default, the update will fail with a
+            version conflict exception. The retry_on_conflict parameter
+            controls how many times to retry the update before finally throwing
+            an exception.
+        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
+            doc, setting doc_as_upsert to true will use the contents of doc as
+            the upsert value
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            index API call instead of only the operation result
+
+        :return operation result noop/updated
+        """
+        body: Any = {
+            "doc_as_upsert": doc_as_upsert,
+            "detect_noop": detect_noop,
+        }
+
+        # scripted update
+        if script or script_id:
+            if upsert is not None:
+                body["upsert"] = upsert
+
+            if script:
+                script = {"source": script}
+            else:
+                script = {"id": script_id}
+
+            script["params"] = fields
+
+            body["script"] = script
+            body["scripted_upsert"] = scripted_upsert
+
+        # partial document update
+        else:
+            if not fields:
+                raise IllegalOperation(
+                    "You cannot call update() without updating individual fields or a script. "
+                    "If you wish to update the entire object use save()."
+                )
+
+            # update given fields locally
+            merge(self, fields)
+
+            # prepare data for OpenSearch
+            values = self.to_dict()
+
+            # if fields were given: partial update
+            body["doc"] = {k: values.get(k) for k in fields.keys()}
+
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        if retry_on_conflict is not None:
+            doc_meta["retry_on_conflict"] = retry_on_conflict
+
+        # Optimistic concurrency control
+        if (
+            retry_on_conflict in (None, 0)
+            and "seq_no" in self.meta
+            and "primary_term" in self.meta
+        ):
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        meta = await (await self._get_connection(using)).update(
+            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
+
+    async def save(
+        self,
+        using: Optional[AsyncOpenSearch] = None,
+        index: Optional[str] = None,
+        validate: Optional[bool] = True,
+        skip_empty: Optional[bool] = True,
+        return_doc_meta: Optional[bool] = False,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Save the document into opensearch. If the document doesn't exist it
+        is created, it is overwritten otherwise. Returns ``True`` if this
+        operations resulted in new document being created.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg validate: set to ``False`` to skip validating the document
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            update API call instead of only the operation result
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.index`` unchanged.
+
+        :return operation result created/updated
+        """
+        if validate:
+            self.full_clean()
+
+        opensearch = await self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        meta = await opensearch.index(
+            index=self._get_index(index),
+            body=self.to_dict(skip_empty=skip_empty),
+            **doc_meta,
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
new file mode 100644
index 000000000..2b0501d98
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
@@ -0,0 +1,202 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from six import iteritems, itervalues
+
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy.helpers.faceted_search import FacetedResponse
+from opensearchpy.helpers.query import MatchAll
+
+
+class AsyncFacetedSearch(object):
+    """
+    Abstraction for creating faceted navigation searches that takes care of
+    composing the queries, aggregations and filters as needed as well as
+    presenting the results in an easy-to-consume fashion::
+
+        class BlogSearch(AsyncFacetedSearch):
+            index = 'blogs'
+            doc_types = [Blog, Post]
+            fields = ['title^5', 'category', 'description', 'body']
+
+            facets = {
+                'type': TermsFacet(field='_type'),
+                'category': TermsFacet(field='category'),
+                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
+            }
+
+            def search(self):
+                ' Override search to add your own filters '
+                s = super(BlogSearch, self).search()
+                return s.filter('term', published=True)
+
+        # when using:
+        blog_search = BlogSearch("web framework", filters={"category": "python"})
+
+        # supports pagination
+        blog_search[10:20]
+
+        response = await blog_search.execute()
+
+        # easy access to aggregation results:
+        for category, hit_count, is_selected in response.facets.category:
+            print(
+                "Category %s has %d hits%s." % (
+                    category,
+                    hit_count,
+                    ' and is chosen' if is_selected else ''
+                )
+            )
+
+    """
+
+    index: Any = None
+    doc_types: Any = None
+    fields: Any = None
+    facets: Any = {}
+    using: str = "default"
+
+    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
+        """
+        :arg query: the text to search for
+        :arg filters: facet values to filter
+        :arg sort: sort information to be passed to :class:`~opensearchpy.AsyncSearch`
+        """
+        self._query = query
+        self._filters: Any = {}
+        self._sort = sort
+        self.filter_values: Any = {}
+        for name, value in iteritems(filters):
+            self.add_filter(name, value)
+
+        self._s = self.build_search()
+
+    async def count(self) -> Any:
+        return await self._s.count()
+
+    def __getitem__(self, k: Any) -> Any:
+        self._s = self._s[k]
+        return self
+
+    def __iter__(self) -> Any:
+        return iter(self._s)
+
+    def add_filter(self, name: Any, filter_values: Any) -> None:
+        """
+        Add a filter for a facet.
+        """
+        # normalize the value into a list
+        if not isinstance(filter_values, (tuple, list)):
+            if filter_values is None:
+                return
+            filter_values = [
+                filter_values,
+            ]
+
+        # remember the filter values for use in FacetedResponse
+        self.filter_values[name] = filter_values
+
+        # get the filter from the facet
+        f = self.facets[name].add_filter(filter_values)
+        if f is None:
+            return
+
+        self._filters[name] = f
+
+    def search(self) -> Any:
+        """
+        Returns the base Search object to which the facets are added.
+
+        You can customize the query by overriding this method and returning a
+        modified search object.
+        """
+        s = AsyncSearch(doc_type=self.doc_types, index=self.index, using=self.using)
+        return s.response_class(FacetedResponse)
+
+    def query(self, search: Any, query: Any) -> Any:
+        """
+        Add query part to ``search``.
+
+        Override this if you wish to customize the query used.
+        """
+        if query:
+            if self.fields:
+                return search.query("multi_match", fields=self.fields, query=query)
+            else:
+                return search.query("multi_match", query=query)
+        return search
+
+    def aggregate(self, search: Any) -> Any:
+        """
+        Add aggregations representing the facets selected, including potential
+        filters.
+        """
+        for f, facet in iteritems(self.facets):
+            agg = facet.get_aggregation()
+            agg_filter = MatchAll()
+            for field, filter in iteritems(self._filters):
+                if f == field:
+                    continue
+                agg_filter &= filter
+            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
+                f, agg
+            )
+
+    def filter(self, search: Any) -> Any:
+        """
+        Add a ``post_filter`` to the search request narrowing the results based
+        on the facet filters.
+        """
+        if not self._filters:
+            return search
+
+        post_filter = MatchAll()
+        for f in itervalues(self._filters):
+            post_filter &= f
+        return search.post_filter(post_filter)
+
+    def highlight(self, search: Any) -> Any:
+        """
+        Add highlighting for all the fields
+        """
+        return search.highlight(
+            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
+        )
+
+    def sort(self, search: Any) -> Any:
+        """
+        Add sorting information to the request.
+        """
+        if self._sort:
+            search = search.sort(*self._sort)
+        return search
+
+    def build_search(self) -> Any:
+        """
+        Construct the ``AsyncSearch`` object.
+        """
+        s = self.search()
+        s = self.query(s, self._query)
+        s = self.filter(s)
+        if self.fields:
+            s = self.highlight(s)
+        s = self.sort(s)
+        self.aggregate(s)
+        return s
+
+    async def execute(self) -> Any:
+        """
+        Execute the search and return the response.
+        """
+        r = await self._s.execute()
+        r._faceted_search = self
+        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
new file mode 100644
index 000000000..e7b337485
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
@@ -0,0 +1,663 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from opensearchpy._async.helpers.mapping import AsyncMapping
+from opensearchpy._async.helpers.search import AsyncSearch
+from opensearchpy._async.helpers.update_by_query import AsyncUpdateByQuery
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import IllegalOperation
+from opensearchpy.helpers import analysis
+from opensearchpy.helpers.utils import merge
+
+
+class AsyncIndexTemplate(object):
+    def __init__(
+        self,
+        name: Any,
+        template: Any,
+        index: Any = None,
+        order: Any = None,
+        **kwargs: Any
+    ) -> None:
+        if index is None:
+            self._index = AsyncIndex(template, **kwargs)
+        else:
+            if kwargs:
+                raise ValueError(
+                    "You cannot specify options for Index when"
+                    " passing an Index instance."
+                )
+            self._index = index.clone()
+            self._index._name = template
+        self._template_name = name
+        self.order = order
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._index, attr_name)
+
+    def to_dict(self) -> Any:
+        d = self._index.to_dict()
+        d["index_patterns"] = [self._index._name]
+        if self.order is not None:
+            d["order"] = self.order
+        return d
+
+    async def save(self, using: Any = None) -> Any:
+        opensearch = await get_connection(using or self._index._using)
+        return await opensearch.indices.put_template(
+            name=self._template_name, body=self.to_dict()
+        )
+
+
+class AsyncIndex(object):
+    def __init__(self, name: Any, using: Any = "default") -> None:
+        """
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        self._name = name
+        self._doc_types: Any = []
+        self._using = using
+        self._settings: Any = {}
+        self._aliases: Any = {}
+        self._analysis: Any = {}
+        self._mapping: Any = None
+
+    def get_or_create_mapping(self) -> Any:
+        if self._mapping is None:
+            self._mapping = AsyncMapping()
+        return self._mapping
+
+    def as_template(
+        self, template_name: Any, pattern: Any = None, order: Any = None
+    ) -> Any:
+        # TODO: should we allow pattern to be a top-level arg?
+        # or maybe have an IndexPattern that allows for it and have
+        # AsyncDocument._index be that?
+        return AsyncIndexTemplate(
+            template_name, pattern or self._name, index=self, order=order
+        )
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
+            if field is not None:
+                return nested, field
+        if self._mapping:
+            return self._mapping.resolve_nested(field_path)
+        return (), None
+
+    def resolve_field(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            field = doc._doc_type.mapping.resolve_field(field_path)
+            if field is not None:
+                return field
+        if self._mapping:
+            return self._mapping.resolve_field(field_path)
+        return None
+
+    async def load_mappings(self, using: Any = None) -> None:
+        await self.get_or_create_mapping().update_from_opensearch(
+            self._name, using=using or self._using
+        )
+
+    def clone(self, name: Any = None, using: Any = None) -> Any:
+        """
+        Create a copy of the instance with another name or connection alias.
+        Useful for creating multiple indices with shared configuration::
+
+            i = AsyncIndex('base-index')
+            i.settings(number_of_shards=1)
+            await i.create()
+
+            i2 = i.clone('other-index')
+            await i2.create()
+
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        i = AsyncIndex(name or self._name, using=using or self._using)
+        i._settings = self._settings.copy()
+        i._aliases = self._aliases.copy()
+        i._analysis = self._analysis.copy()
+        i._doc_types = self._doc_types[:]
+        if self._mapping is not None:
+            i._mapping = self._mapping._clone()
+        return i
+
+    async def _get_connection(self, using: Any = None) -> Any:
+        if self._name is None:
+            raise ValueError("You cannot perform API calls on the default index.")
+        return await get_connection(using or self._using)
+
+    connection = property(_get_connection)
+
+    def mapping(self, mapping: Any) -> None:
+        """
+        Associate a mapping (an instance of
+        :class:`~opensearchpy.AsyncMapping`) with this index.
+        This means that, when this index is created, it will contain the
+        mappings for the document type defined by those mappings.
+        """
+        self.get_or_create_mapping().update(mapping)
+
+    def document(self, document: Any) -> Any:
+        """
+        Associate a :class:`~opensearchpy.AsyncDocument` subclass with an index.
+        This means that, when this index is created, it will contain the
+        mappings for the ``AsyncDocument``. If the ``AsyncDocument`` class doesn't have a
+        default index yet (by defining ``class AsyncIndex``), this instance will be
+        used. Can be used as a decorator::
+
+            i = AsyncIndex('blog')
+
+            @i.document
+            class Post(AsyncDocument):
+                title = Text()
+
+            # create the index, including Post mappings
+            await i.create()
+
+            # .search() will now return a AsyncSearch object that will return
+            # properly deserialized Post instances
+            s = i.search()
+        """
+        self._doc_types.append(document)
+
+        # If the document index does not have any name, that means the user
+        # did not set any index already to the document.
+        # So set this index as document index
+        if document._index._name is None:
+            document._index = self
+
+        return document
+
+    def settings(self, **kwargs: Any) -> "AsyncIndex":
+        """
+        Add settings to the index::
+
+            i = AsyncIndex('i')
+            i.settings(number_of_shards=1, number_of_replicas=0)
+
+        Multiple calls to ``settings`` will merge the keys, later overriding
+        the earlier.
+        """
+        self._settings.update(kwargs)
+        return self
+
+    def aliases(self, **kwargs: Any) -> "AsyncIndex":
+        """
+        Add aliases to the index definition::
+
+            i = AsyncIndex('blog-v2')
+            i.aliases(blog={}, published={'filter': Q('term', published=True)})
+        """
+        self._aliases.update(kwargs)
+        return self
+
+    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
+        """
+        Explicitly add an analyzer to an index. Note that all custom analyzers
+        defined in mappings will also be created. This is useful for search analyzers.
+
+        Example::
+
+            from opensearchpy import analyzer, tokenizer
+
+            my_analyzer = analyzer('my_analyzer',
+                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
+                filter=['lowercase']
+            )
+
+            i = AsyncIndex('blog')
+            i.analyzer(my_analyzer)
+
+        """
+        analyzer = analysis.analyzer(*args, **kwargs)
+        d = analyzer.get_analysis_definition()
+        # empty custom analyzer, probably already defined out of our control
+        if not d:
+            return
+
+        # merge the definition
+        merge(self._analysis, d, True)
+
+    def to_dict(self) -> Any:
+        out = {}
+        if self._settings:
+            out["settings"] = self._settings
+        if self._aliases:
+            out["aliases"] = self._aliases
+        mappings: Any = self._mapping.to_dict() if self._mapping else {}
+        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
+        for d in self._doc_types:
+            mapping = d._doc_type.mapping
+            merge(mappings, mapping.to_dict(), True)
+            merge(analysis, mapping._collect_analysis(), True)
+        if mappings:
+            out["mappings"] = mappings
+        if analysis or self._analysis:
+            merge(analysis, self._analysis)
+            out.setdefault("settings", {})["analysis"] = analysis
+        return out
+
+    def search(self, using: Any = None) -> Any:
+        """
+        Return a :class:`~opensearchpy.AsyncSearch` object searching over the
+        index (or all the indices belonging to this template) and its
+        ``Document``\\s.
+        """
+        return AsyncSearch(
+            using=using or self._using, index=self._name, doc_type=self._doc_types
+        )
+
+    def updateByQuery(self, using: Any = None) -> Any:  # pylint: disable=invalid-name
+        """
+        Return a :class:`~opensearchpy.AsyncUpdateByQuery` object searching over the index
+        (or all the indices belonging to this template) and updating Documents that match
+        the search criteria.
+
+        For more information, see here:
+        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
+        """
+        return AsyncUpdateByQuery(
+            using=using or self._using,
+            index=self._name,
+        )
+
+    async def create(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Creates the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.create`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.create(
+            index=self._name, body=self.to_dict(), **kwargs
+        )
+
+    async def is_closed(self, using: Any = None) -> Any:
+        state = await (await self._get_connection(using)).cluster.state(
+            index=self._name, metric="metadata"
+        )
+        return state["metadata"]["indices"][self._name]["state"] == "close"
+
+    async def save(self, using: Any = None) -> Any:
+        """
+        Sync the index definition with opensearch, creating the index if it
+        doesn't exist and updating its settings and mappings if it does.
+
+        Note some settings and mapping changes cannot be done on an open
+        index (or at all on an existing index) and for those this method will
+        fail with the underlying exception.
+        """
+        if not await self.exists(using=using):
+            return await self.create(using=using)
+
+        body = self.to_dict()
+        settings = body.pop("settings", {})
+        analysis = settings.pop("analysis", None)
+        current_settings = (await self.get_settings(using=using))[self._name][
+            "settings"
+        ]["index"]
+        if analysis:
+            if await self.is_closed(using=using):
+                # closed index, update away
+                settings["analysis"] = analysis
+            else:
+                # compare analysis definition, if all analysis objects are
+                # already defined as requested, skip analysis update and
+                # proceed, otherwise raise IllegalOperation
+                existing_analysis = current_settings.get("analysis", {})
+                if any(
+                    existing_analysis.get(section, {}).get(k, None)
+                    != analysis[section][k]
+                    for section in analysis
+                    for k in analysis[section]
+                ):
+                    raise IllegalOperation(
+                        "You cannot update analysis configuration on an open index, "
+                        "you need to close index %s first." % self._name
+                    )
+
+        # try and update the settings
+        if settings:
+            settings = settings.copy()
+            for k, v in list(settings.items()):
+                if k in current_settings and current_settings[k] == str(v):
+                    del settings[k]
+
+            if settings:
+                await self.put_settings(using=using, body=settings)
+
+        # update the mappings, any conflict in the mappings will result in an
+        # exception
+        mappings = body.pop("mappings", {})
+        if mappings:
+            await self.put_mapping(using=using, body=mappings)
+
+    async def analyze(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Perform the analysis process on a text and return the tokens breakdown
+        of the text.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.analyze`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.analyze(
+            index=self._name, **kwargs
+        )
+
+    async def refresh(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Performs a refresh operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.refresh`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.refresh(
+            index=self._name, **kwargs
+        )
+
+    async def flush(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Performs a flush operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.flush`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.flush(
+            index=self._name, **kwargs
+        )
+
+    async def get(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The get index API allows to retrieve information about the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get(
+            index=self._name, **kwargs
+        )
+
+    async def open(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Opens the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.open`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.open(
+            index=self._name, **kwargs
+        )
+
+    async def close(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Closes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.close`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.close(
+            index=self._name, **kwargs
+        )
+
+    async def delete(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Deletes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.delete`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.delete(
+            index=self._name, **kwargs
+        )
+
+    async def exists(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Returns ``True`` if the index already exists in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.exists`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.exists(
+            index=self._name, **kwargs
+        )
+
+    async def put_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Register specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def get_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def get_field_mapping(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve mapping definition of a specific field.
+
+        Any additional keyword arguments will be passed to
+        ``Async OpenSearch.indices.get_field_mapping`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_field_mapping(
+            index=self._name, **kwargs
+        )
+
+    async def put_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Create an alias for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_alias(
+            index=self._name, **kwargs
+        )
+
+    async def exists_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Return a boolean indicating whether given alias exists for this index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.exists_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.exists_alias(
+            index=self._name, **kwargs
+        )
+
+    async def get_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve a specified alias.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_alias(
+            index=self._name, **kwargs
+        )
+
+    async def delete_alias(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Delete specific alias.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.delete_alias`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.delete_alias(
+            index=self._name, **kwargs
+        )
+
+    async def get_settings(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve settings for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_settings`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_settings(
+            index=self._name, **kwargs
+        )
+
+    async def put_settings(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Change specific index level settings in real time.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.put_settings`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.put_settings(
+            index=self._name, **kwargs
+        )
+
+    async def stats(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Retrieve statistics on different operations happening on the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.stats`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.stats(
+            index=self._name, **kwargs
+        )
+
+    async def segments(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Provide low level segments information that a Lucene index (shard
+        level) is built with.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.segments`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.segments(
+            index=self._name, **kwargs
+        )
+
+    async def validate_query(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Validate a potentially expensive query without executing it.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.validate_query`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.validate_query(
+            index=self._name, **kwargs
+        )
+
+    async def clear_cache(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Clear all caches or specific cached associated with the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.clear_cache`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.clear_cache(
+            index=self._name, **kwargs
+        )
+
+    async def recovery(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The indices recovery API provides insight into on-going shard
+        recoveries for the index.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.recovery`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.recovery(
+            index=self._name, **kwargs
+        )
+
+    async def upgrade(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Upgrade the index to the latest format.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.upgrade`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.upgrade(
+            index=self._name, **kwargs
+        )
+
+    async def get_upgrade(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Monitor how much of the index is upgraded.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.get_upgrade`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.get_upgrade(
+            index=self._name, **kwargs
+        )
+
+    async def shard_stores(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        Provides store information for shard copies of the index. Store
+        information reports on which nodes shard copies exist, the shard copy
+        version, indicating how recent they are, and any exceptions encountered
+        while opening the shard index or from earlier engine failure.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.shard_stores`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.shard_stores(
+            index=self._name, **kwargs
+        )
+
+    async def forcemerge(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The force merge API allows to force merging of the index through an
+        API. The merge relates to the number of segments a Lucene index holds
+        within each shard. The force merge operation allows to reduce the
+        number of segments by merging them.
+
+        This call will block until the merge is complete. If the http
+        connection is lost, the request will continue in the background, and
+        any new requests will block until the previous force merge is complete.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.forcemerge`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.forcemerge(
+            index=self._name, **kwargs
+        )
+
+    async def shrink(self, using: Any = None, **kwargs: Any) -> Any:
+        """
+        The shrink index API allows you to shrink an existing index into a new
+        index with fewer primary shards. The number of primary shards in the
+        target index must be a factor of the shards in the source index. For
+        example an index with 8 primary shards can be shrunk into 4, 2 or 1
+        primary shards or an index with 15 primary shards can be shrunk into 5,
+        3 or 1. If the number of shards in the index is a prime number it can
+        only be shrunk into a single primary shard. Before shrinking, a
+        (primary or replica) copy of every shard in the index must be present
+        on the same node.
+
+        Any additional keyword arguments will be passed to
+        ``AsyncOpenSearch.indices.shrink`` unchanged.
+        """
+        return await (await self._get_connection(using)).indices.shrink(
+            index=self._name, **kwargs
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
new file mode 100644
index 000000000..93f04f055
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
@@ -0,0 +1,169 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any
+
+from six import iteritems
+
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.helpers.field import Nested, Text
+from opensearchpy.helpers.mapping import META_FIELDS, Properties
+
+
+class AsyncMapping(object):
+    _meta: Any
+    properties: Properties
+
+    def __init__(self) -> None:
+        self.properties = Properties()
+        self._meta = {}
+
+    def __repr__(self) -> str:
+        return "Mapping()"
+
+    def _clone(self) -> Any:
+        m = AsyncMapping()
+        m.properties._params = self.properties._params.copy()
+        return m
+
+    @classmethod
+    async def from_opensearch(cls, index: Any, using: str = "default") -> Any:
+        m = cls()
+        await m.update_from_opensearch(index, using)
+        return m
+
+    def resolve_nested(self, field_path: str) -> Any:
+        field = self
+        nested = []
+        parts = field_path.split(".")
+        for i, step in enumerate(parts):
+            try:
+                field = field[step]
+            except KeyError:
+                return (), None
+            if isinstance(field, Nested):
+                nested.append(".".join(parts[: i + 1]))
+        return nested, field
+
+    def resolve_field(self, field_path: Any) -> Any:
+        field = self
+        for step in field_path.split("."):
+            try:
+                field = field[step]
+            except KeyError:
+                return None
+        return field
+
+    def _collect_analysis(self) -> Any:
+        analysis: Any = {}
+        fields: Any = []
+        if "_all" in self._meta:
+            fields.append(Text(**self._meta["_all"]))
+
+        for f in chain(fields, self.properties._collect_fields()):
+            for analyzer_name in (
+                "analyzer",
+                "normalizer",
+                "search_analyzer",
+                "search_quote_analyzer",
+            ):
+                if not hasattr(f, analyzer_name):
+                    continue
+                analyzer = getattr(f, analyzer_name)
+                d = analyzer.get_analysis_definition()
+                # empty custom analyzer, probably already defined out of our control
+                if not d:
+                    continue
+
+                # merge the definition
+                # TODO: conflict detection/resolution
+                for key in d:
+                    analysis.setdefault(key, {}).update(d[key])
+
+        return analysis
+
+    async def save(self, index: Any, using: str = "default") -> Any:
+        from opensearchpy._async.helpers.index import AsyncIndex
+
+        index = AsyncIndex(index, using=using)
+        index.mapping(self)
+        return await index.save()
+
+    async def update_from_opensearch(self, index: Any, using: str = "default") -> None:
+        opensearch = await get_connection(using)
+        raw = await opensearch.indices.get_mapping(index=index)
+        _, raw = raw.popitem()
+        self._update_from_dict(raw["mappings"])
+
+    def _update_from_dict(self, raw: Any) -> None:
+        for name, definition in iteritems(raw.get("properties", {})):
+            self.field(name, definition)
+
+        # metadata like _all etc
+        for name, value in iteritems(raw):
+            if name != "properties":
+                if isinstance(value, collections_abc.Mapping):
+                    self.meta(name, **value)
+                else:
+                    self.meta(name, value)
+
+    def update(self, mapping: Any, update_only: bool = False) -> None:
+        for name in mapping:
+            if update_only and name in self:
+                # nested and inner objects, merge recursively
+                if hasattr(self[name], "update"):
+                    # FIXME only merge subfields, not the settings
+                    self[name].update(mapping[name], update_only)
+                continue
+            self.field(name, mapping[name])
+
+        if update_only:
+            for name in mapping._meta:
+                if name not in self._meta:
+                    self._meta[name] = mapping._meta[name]
+        else:
+            self._meta.update(mapping._meta)
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self.properties.properties
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties.properties[name]
+
+    def __iter__(self) -> Any:
+        return iter(self.properties.properties)
+
+    def field(self, *args: Any, **kwargs: Any) -> "AsyncMapping":
+        self.properties.field(*args, **kwargs)
+        return self
+
+    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "AsyncMapping":
+        if not name.startswith("_") and name not in META_FIELDS:
+            name = "_" + name
+
+        if params and kwargs:
+            raise ValueError("Meta configs cannot have both value and a dictionary.")
+
+        self._meta[name] = kwargs if params is None else params
+        return self
+
+    def to_dict(self) -> Any:
+        meta = self._meta
+
+        # hard coded serialization of analyzers in _all
+        if "_all" in meta:
+            meta = meta.copy()
+            _all = meta["_all"] = meta["_all"].copy()
+            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
+                if hasattr(_all.get(f, None), "to_dict"):
+                    _all[f] = _all[f].to_dict()
+        meta.update(self.properties.to_dict())
+        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
new file mode 100644
index 000000000..7f09ba7f3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
@@ -0,0 +1,537 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import copy
+from typing import Any, Sequence
+
+from six import iteritems, string_types
+
+from opensearchpy._async.helpers.actions import aiter, async_scan
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.exceptions import IllegalOperation, TransportError
+from opensearchpy.helpers.aggs import A
+from opensearchpy.helpers.query import Bool, Q
+from opensearchpy.helpers.response import Response
+from opensearchpy.helpers.search import AggsProxy, ProxyDescriptor, QueryProxy, Request
+from opensearchpy.helpers.utils import AttrDict, recursive_to_dict
+
+
+class AsyncSearch(Request):
+    query = ProxyDescriptor("query")
+    post_filter = ProxyDescriptor("post_filter")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Search request to opensearch.
+
+        :arg using: `AsyncOpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+        """
+        super(AsyncSearch, self).__init__(**kwargs)
+
+        self.aggs = AggsProxy(self)
+        self._sort: Sequence[Any] = []
+        self._source: Any = None
+        self._highlight: Any = {}
+        self._highlight_opts: Any = {}
+        self._suggest: Any = {}
+        self._script_fields: Any = {}
+        self._response_class: Any = Response
+
+        self._query_proxy = QueryProxy(self, "query")
+        self._post_filter_proxy = QueryProxy(self, "post_filter")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    def __getitem__(self, n: Any) -> Any:
+        """
+        Support slicing the `AsyncSearch` instance for pagination.
+
+        Slicing equates to the from/size parameters. E.g.::
+
+            s = AsyncSearch().query(...)[0:25]
+
+        is equivalent to::
+
+            s = AsyncSearch().query(...).extra(from_=0, size=25)
+
+        """
+        s = self._clone()
+
+        if isinstance(n, slice):
+            # If negative slicing, abort.
+            if n.start and n.start < 0 or n.stop and n.stop < 0:
+                raise ValueError("AsyncSearch does not support negative slicing.")
+            # OpenSearch won't get all results so we default to size: 10 if
+            # stop not given.
+            s._extra["from"] = n.start or 0
+            s._extra["size"] = max(
+                0, n.stop - (n.start or 0) if n.stop is not None else 10
+            )
+            return s
+        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
+            # If negative index, abort.
+            if n < 0:
+                raise ValueError("AsyncSearch does not support negative indexing.")
+            s._extra["from"] = n
+            s._extra["size"] = 1
+            return s
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `AsyncSearch` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            s = AsyncSearch.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "aggs": {...}
+            })
+            s = s.filter('term', published=True)
+        """
+        s = cls()
+        s.update_from_dict(d)
+        return s
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        s = super(AsyncSearch, self)._clone()
+
+        s._response_class = self._response_class
+        s._sort = self._sort[:]
+        s._source = copy.copy(self._source) if self._source is not None else None
+        s._highlight = self._highlight.copy()
+        s._highlight_opts = self._highlight_opts.copy()
+        s._suggest = self._suggest.copy()
+        s._script_fields = self._script_fields.copy()
+        for x in ("query", "post_filter"):
+            getattr(s, x)._proxied = getattr(self, x)._proxied
+
+        # copy top-level bucket definitions
+        if self.aggs._params.get("aggs"):
+            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
+        return s
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        s = self._clone()
+        s._response_class = cls
+        return s
+
+    def update_from_dict(self, d: Any) -> "AsyncSearch":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "post_filter" in d:
+            self.post_filter._proxied = Q(d.pop("post_filter"))
+
+        aggs = d.pop("aggs", d.pop("aggregations", {}))
+        if aggs:
+            self.aggs._params = {
+                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
+            }
+        if "sort" in d:
+            self._sort = d.pop("sort")
+        if "_source" in d:
+            self._source = d.pop("_source")
+        if "highlight" in d:
+            high = d.pop("highlight").copy()
+            self._highlight = high.pop("fields")
+            self._highlight_opts = high
+        if "suggest" in d:
+            self._suggest = d.pop("suggest")
+            if "text" in self._suggest:
+                text = self._suggest.pop("text")
+                for s in self._suggest.values():
+                    s.setdefault("text", text)
+        if "script_fields" in d:
+            self._script_fields = d.pop("script_fields")
+        self._extra.update(d)
+        return self
+
+    def script_fields(self, **kwargs: Any) -> Any:
+        """
+        Define script fields to be calculated on hits.
+
+        Example::
+
+            s = AsyncSearch()
+            s = s.script_fields(times_two="doc['field'].value * 2")
+            s = s.script_fields(
+                times_three={
+                    'script': {
+                        'lang': 'painless',
+                        'source': "doc['field'].value * params.n",
+                        'params': {'n': 3}
+                    }
+                }
+            )
+
+        """
+        s = self._clone()
+        for name in kwargs:
+            if isinstance(kwargs[name], string_types):
+                kwargs[name] = {"script": kwargs[name]}
+        s._script_fields.update(kwargs)
+        return s
+
+    def source(self, fields: Any = None, **kwargs: Any) -> Any:
+        """
+        Selectively control how the _source field is returned.
+
+        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
+
+        If ``fields`` is None, the entire document will be returned for
+        each hit.  If fields is a dictionary with keys of 'includes' and/or
+        'excludes' the fields will be either included or excluded appropriately.
+
+        Calling this multiple times with the same named parameter will override the
+        previous values with the new ones.
+
+        Example::
+
+            s = AsyncSearch()
+            s = s.source(includes=['obj1.*'], excludes=["*.description"])
+
+            s = AsyncSearch()
+            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
+
+        """
+        s = self._clone()
+
+        if fields and kwargs:
+            raise ValueError("You cannot specify fields and kwargs at the same time.")
+
+        if fields is not None:
+            s._source = fields
+            return s
+
+        if kwargs and not isinstance(s._source, dict):
+            s._source = {}
+
+        for key, value in kwargs.items():
+            if value is None:
+                try:
+                    del s._source[key]
+                except KeyError:
+                    pass
+            else:
+                s._source[key] = value
+
+        return s
+
+    def sort(self, *keys: Any) -> Any:
+        """
+        Add sorting information to the search request. If called without
+        arguments it will remove all sort requirements. Otherwise it will
+        replace them. Acceptable arguments are::
+
+            'some.field'
+            '-some.other.field'
+            {'different.field': {'any': 'dict'}}
+
+        so for example::
+
+            s = AsyncSearch().sort(
+                'category',
+                '-title',
+                {"price" : {"order" : "asc", "mode" : "avg"}}
+            )
+
+        will sort by ``category``, ``title`` (in descending order) and
+        ``price`` in ascending order using the ``avg`` mode.
+
+        The API returns a copy of the AsyncSearch object and can thus be chained.
+        """
+        s = self._clone()
+        s._sort = []
+        for k in keys:
+            if isinstance(k, string_types) and k.startswith("-"):
+                if k[1:] == "_score":
+                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
+                k = {k[1:]: {"order": "desc"}}
+            s._sort.append(k)
+        return s
+
+    def highlight_options(self, **kwargs: Any) -> Any:
+        """
+        Update the global highlighting options used for this request. For
+        example::
+
+            s = AsyncSearch()
+            s = s.highlight_options(order='score')
+        """
+        s = self._clone()
+        s._highlight_opts.update(kwargs)
+        return s
+
+    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
+        """
+        Request highlighting of some fields. All keyword arguments passed in will be
+        used as parameters for all the fields in the ``fields`` parameter. Example::
+
+            AsyncSearch().highlight('title', 'body', fragment_size=50)
+
+        will produce the equivalent of::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 50},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        If you want to have different options for different fields
+        you can call ``highlight`` twice::
+
+            AsyncSearch().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
+
+        which will produce::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 100},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        """
+        s = self._clone()
+        for f in fields:
+            s._highlight[f] = kwargs
+        return s
+
+    def suggest(self, name: str, text: str, **kwargs: Any) -> Any:
+        """
+        Add a suggestions request to the search.
+
+        :arg name: name of the suggestion
+        :arg text: text to suggest on
+
+        All keyword arguments will be added to the suggestions body. For example::
+
+            s = AsyncSearch()
+            s = s.suggest('suggestion-1', 'AsyncOpenSearch', term={'field': 'body'})
+        """
+        s = self._clone()
+        s._suggest[name] = {"text": text}
+        s._suggest[name].update(kwargs)
+        return s
+
+    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request's body.
+
+        :arg count: a flag to specify if we are interested in a body for count -
+            no aggregations, no pagination bounds etc.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        # count request doesn't care for sorting and other things
+        if not count:
+            if self.post_filter:
+                d["post_filter"] = self.post_filter.to_dict()
+
+            if self.aggs.aggs:
+                d.update(self.aggs.to_dict())
+
+            if self._sort:
+                d["sort"] = self._sort
+
+            d.update(recursive_to_dict(self._extra))
+
+            if self._source not in (None, {}):
+                d["_source"] = self._source
+
+            if self._highlight:
+                d["highlight"] = {"fields": self._highlight}
+                d["highlight"].update(self._highlight_opts)
+
+            if self._suggest:
+                d["suggest"] = self._suggest
+
+            if self._script_fields:
+                d["script_fields"] = self._script_fields
+
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    async def count(self) -> Any:
+        """
+        Return the number of hits matching the query and filters. Note that
+        only the actual number is returned.
+        """
+        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
+            return self._response.hits.total.value
+
+        opensearch = await get_connection(self._using)
+
+        d = self.to_dict(count=True)
+        # TODO: failed shards detection
+        return (await opensearch.count(index=self._index, body=d, **self._params))[
+            "count"
+        ]
+
+    async def execute(self, ignore_cache: bool = False) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+
+        :arg ignore_cache: if set to ``True``, consecutive calls will hit
+            AsyncOpenSearch, while cached result will be ignored. Defaults to `False`
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = await get_connection(self._using)
+
+            self._response = self._response_class(
+                self,
+                await opensearch.search(
+                    index=self._index, body=self.to_dict(), **self._params
+                ),
+            )
+        return self._response
+
+    async def scan(self) -> Any:
+        """
+        Turn the search into a scan search and return a generator that will
+        iterate over all the documents matching the query.
+
+        Use ``params`` method to specify any additional arguments you with to
+        pass to the underlying ``async_scan`` helper from ``opensearchpy``
+
+        """
+        opensearch = await get_connection(self._using)
+
+        async for hit in aiter(
+            async_scan(
+                opensearch, query=self.to_dict(), index=self._index, **self._params
+            )
+        ):
+            yield self._get_result(hit)
+
+    async def delete(self) -> Any:
+        """
+        delete() executes the query by delegating to delete_by_query()
+        """
+
+        opensearch = await get_connection(self._using)
+
+        return AttrDict(
+            await opensearch.delete_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+        )
+
+
+class AsyncMultiSearch(Request):
+    """
+    Combine multiple :class:`~opensearchpy.AsyncSearch` objects into a single
+    request.
+    """
+
+    def __init__(self, **kwargs: Any) -> None:
+        super(AsyncMultiSearch, self).__init__(**kwargs)
+        self._searches: Any = []
+
+    def __getitem__(self, key: Any) -> Any:
+        return self._searches[key]
+
+    def __iter__(self) -> Any:
+        return iter(self._searches)
+
+    def _clone(self) -> Any:
+        ms = super(AsyncMultiSearch, self)._clone()
+        ms._searches = self._searches[:]
+        return ms
+
+    def add(self, search: Any) -> Any:
+        """
+        Adds a new :class:`~opensearchpy.AsyncSearch` object to the request::
+
+            ms = AsyncMultiSearch(index='my-index')
+            ms = ms.add(AsyncSearch(doc_type=Category).filter('term', category='python'))
+            ms = ms.add(AsyncSearch(doc_type=Blog))
+        """
+        ms = self._clone()
+        ms._searches.append(search)
+        return ms
+
+    def to_dict(self) -> Any:
+        out = []
+        for s in self._searches:
+            meta = {}
+            if s._index:
+                meta["index"] = s._index
+            meta.update(s._params)
+
+            out.append(meta)
+            out.append(s.to_dict())
+
+        return out
+
+    async def execute(
+        self, ignore_cache: bool = False, raise_on_error: bool = True
+    ) -> Any:
+        """
+        Execute the multi search request and return a list of search results.
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = await get_connection(self._using)
+
+            responses = await opensearch.msearch(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+
+            out = []
+            for s, r in zip(self._searches, responses["responses"]):
+                if r.get("error", False):
+                    if raise_on_error:
+                        raise TransportError("N/A", r["error"]["type"], r["error"])
+                    r = None
+                else:
+                    r = Response(s, r)
+                out.append(r)
+
+            self._response = out
+
+        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
new file mode 100644
index 000000000..455a2781e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
@@ -0,0 +1,43 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import os
+import time
+from typing import Any
+from unittest import SkipTest
+
+from opensearchpy import AsyncOpenSearch
+from opensearchpy.exceptions import ConnectionError
+
+OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
+
+
+async def get_test_client(nowait: bool = False, **kwargs: Any) -> Any:
+    # construct kwargs from the environment
+    kw = {"timeout": 30}
+
+    from opensearchpy import AsyncConnection
+
+    async_connection = AsyncConnection()
+    if hasattr(async_connection, "AIOHttpConnection"):
+        kw["connection_class"] = getattr(async_connection, "AIOHttpConnection")
+
+    kw.update(kwargs)
+    client = AsyncOpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
+
+    # wait for yellow status
+    for _ in range(1 if nowait else 100):
+        try:
+            await client.cluster.health(wait_for_status="yellow")
+            return client
+        except ConnectionError:
+            time.sleep(0.1)
+    else:
+        # timeout
+        raise SkipTest("OpenSearch failed to start.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
new file mode 100644
index 000000000..7ea3b9062
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
@@ -0,0 +1,153 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from opensearchpy.connection.async_connections import get_connection
+from opensearchpy.helpers.query import Bool, Q
+from opensearchpy.helpers.response import UpdateByQueryResponse
+from opensearchpy.helpers.search import ProxyDescriptor, QueryProxy, Request
+from opensearchpy.helpers.utils import recursive_to_dict
+
+
+class AsyncUpdateByQuery(Request):
+    query = ProxyDescriptor("query")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Update by query request to opensearch.
+
+        :arg using: `AsyncOpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+
+        """
+        super(AsyncUpdateByQuery, self).__init__(**kwargs)
+        self._response_class = UpdateByQueryResponse
+        self._script: Any = {}
+        self._query_proxy = QueryProxy(self, "query")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `AsyncUpdateByQuery` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            ubq = AsyncUpdateByQuery.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "script": {...}
+            })
+            ubq = ubq.filter('term', published=True)
+        """
+        u = cls()
+        u.update_from_dict(d)
+        return u
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        ubq = super(AsyncUpdateByQuery, self)._clone()
+
+        ubq._response_class = self._response_class
+        ubq._script = self._script.copy()
+        ubq.query._proxied = self.query._proxied
+        return ubq
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        ubq = self._clone()
+        ubq._response_class = cls
+        return ubq
+
+    def update_from_dict(self, d: Any) -> "AsyncUpdateByQuery":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "script" in d:
+            self._script = d.pop("script")
+        self._extra.update(d)
+        return self
+
+    def script(self, **kwargs: Any) -> Any:
+        """
+        Define update action to take:
+
+        Note: the API only accepts a single script, so
+        calling the script multiple times will overwrite.
+
+        Example::
+
+            ubq = AsyncSearch()
+            ubq = ubq.script(source="ctx._source.likes++"")
+            ubq = ubq.script(source="ctx._source.likes += params.f"",
+                         lang="expression",
+                         params={'f': 3})
+        """
+        ubq = self._clone()
+        if ubq._script:
+            ubq._script = {}
+        ubq._script.update(kwargs)
+        return ubq
+
+    def to_dict(self, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request'ubq body.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        if self._script:
+            d["script"] = self._script
+
+        d.update(recursive_to_dict(self._extra))
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    async def execute(self) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+        """
+        opensearch = await get_connection(self._using)
+
+        self._response = self._response_class(
+            self,
+            await opensearch.update_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            ),
+        )
+        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
new file mode 100644
index 000000000..c49fd5747
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
@@ -0,0 +1,395 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import asyncio
+import os
+import ssl
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+import urllib3
+
+from ..compat import reraise_exceptions, urlencode
+from ..connection.base import Connection
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from ._extra_imports import aiohttp, aiohttp_exceptions, yarl  # type: ignore
+from .compat import get_running_loop
+
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+class AsyncConnection(Connection):
+    """Base class for Async HTTP connection implementations"""
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        raise NotImplementedError()
+
+    async def close(self) -> None:
+        raise NotImplementedError()
+
+
+class AIOHttpConnection(AsyncConnection):
+    session: aiohttp.ClientSession
+    ssl_assert_fingerprint: Optional[str]
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        url_prefix: str = "",
+        timeout: int = 10,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        maxsize: Optional[int] = 10,
+        headers: Any = None,
+        ssl_context: Any = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        loop: Any = None,
+        trust_env: Optional[bool] = False,
+        **kwargs: Any
+    ) -> None:
+        """
+        Default connection class for ``AsyncOpenSearch`` using the `aiohttp` library and the http protocol.
+
+        :arg host: hostname of the node (default: localhost)
+        :arg port: port to use (integer, default: 9200)
+        :arg url_prefix: optional url prefix for opensearch
+        :arg timeout: default timeout in seconds (float, default: 10)
+        :arg http_auth: optional http auth information as either ':' separated
+            string or a tuple
+        :arg use_ssl: use ssl for the connection if `True`
+        :arg verify_certs: whether to verify SSL certificates
+        :arg ssl_show_warn: show warning when verify certs is disabled
+        :arg ca_certs: optional path to CA bundle.
+            See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
+            for instructions how to get default set
+        :arg client_cert: path to the file containing the private key and the
+            certificate, or cert only if using client_key
+        :arg client_key: path to the file containing the private key if using
+            separate cert and key files (client_cert will contain only the cert)
+        :arg ssl_version: version of the SSL protocol to use. Choices are:
+            SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
+            ``ssl`` module for exact options for your environment).
+        :arg ssl_assert_hostname: use hostname verification if not `False`
+        :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
+        :arg maxsize: the number of connections which will be kept open to this
+            host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
+            information.
+        :arg headers: any custom http headers to be add to requests
+        :arg http_compress: Use gzip compression
+        :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+            For tracing all requests made by this transport.
+        :arg loop: asyncio Event Loop to use with aiohttp. This is set by default to the currently running loop.
+        """
+
+        self.headers = {}
+
+        super().__init__(
+            host=host,
+            port=port,
+            url_prefix=url_prefix,
+            timeout=timeout,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = ":".join(http_auth)
+            self.headers.update(urllib3.make_headers(basic_auth=http_auth))
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        self.ssl_assert_fingerprint = ssl_assert_fingerprint
+        if self.use_ssl and ssl_context is None:
+            if ssl_version is None:
+                ssl_context = ssl.create_default_context()
+            else:
+                ssl_context = ssl.SSLContext(ssl_version)
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            if verify_certs:
+                ssl_context.verify_mode = ssl.CERT_REQUIRED
+                ssl_context.check_hostname = True
+            else:
+                ssl_context.check_hostname = False
+                ssl_context.verify_mode = ssl.CERT_NONE
+
+            if ca_certs is None:
+                ca_certs = self.default_ca_certs()
+
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+                if os.path.isfile(ca_certs):
+                    ssl_context.load_verify_locations(cafile=ca_certs)
+                elif os.path.isdir(ca_certs):
+                    ssl_context.load_verify_locations(capath=ca_certs)
+                else:
+                    raise ImproperlyConfigured("ca_certs parameter is not a path")
+            else:
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+
+            # Use client_cert and client_key variables for SSL certificate configuration.
+            if client_cert and not os.path.isfile(client_cert):
+                raise ImproperlyConfigured("client_cert is not a path to a file")
+            if client_key and not os.path.isfile(client_key):
+                raise ImproperlyConfigured("client_key is not a path to a file")
+            if client_cert and client_key:
+                ssl_context.load_cert_chain(client_cert, client_key)
+            elif client_cert:
+                ssl_context.load_cert_chain(client_cert)
+
+        self.headers.setdefault("connection", "keep-alive")
+        self.loop = loop
+        self.session = None
+
+        # Parameters for creating an aiohttp.ClientSession later.
+        self._limit = maxsize
+        self._http_auth = http_auth
+        self._ssl_context = ssl_context
+        self._trust_env = trust_env
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.session is None:
+            await self._create_aiohttp_session()
+        assert self.session is not None
+
+        orig_body = body
+        url_path = self.url_prefix + url
+        if params:
+            query_string = urlencode(params)
+        else:
+            query_string = ""
+
+        # There is a bug in aiohttp that disables the re-use
+        # of the connection in the pool when method=HEAD.
+        # See: aio-libs/aiohttp#1769
+        is_head = False
+        if method == "HEAD":
+            method = "GET"
+            is_head = True
+
+        # Top-tier tip-toeing happening here. Basically
+        # because Pip's old resolver is bad and wipes out
+        # strict pins in favor of non-strict pins of extras
+        # our [async] extra overrides aiohttp's pin of
+        # yarl. yarl released breaking changes, aiohttp pinned
+        # defensively afterwards, but our users don't get
+        # that nice pin that aiohttp set. :( So to play around
+        # this super-defensively we try to import yarl, if we can't
+        # then we pass a string into ClientSession.request() instead.
+        if yarl:
+            # Provide correct URL object to avoid string parsing in low-level code
+            url = yarl.URL.build(
+                scheme=self.scheme,
+                host=self.hostname,
+                port=self.port,
+                path=url_path,
+                query_string=query_string,
+                encoded=True,
+            )
+        else:
+            url = self.url_prefix + url
+            if query_string:
+                url = "%s?%s" % (url, query_string)
+            url = self.host + url
+
+        timeout = aiohttp.ClientTimeout(
+            total=timeout if timeout is not None else self.timeout
+        )
+
+        req_headers = self.headers.copy()
+        if headers:
+            req_headers.update(headers)
+
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            req_headers["content-encoding"] = "gzip"
+
+        start = self.loop.time()
+        try:
+            async with self.session.request(
+                method,
+                url,
+                data=body,
+                headers=req_headers,
+                timeout=timeout,
+                fingerprint=self.ssl_assert_fingerprint,
+            ) as response:
+                if is_head:  # We actually called 'GET' so throw away the data.
+                    await response.release()
+                    raw_data = ""
+                else:
+                    raw_data = await response.text()
+                duration = self.loop.time() - start
+
+        # We want to reraise a cancellation or recursion error.
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                url,
+                url_path,
+                orig_body,
+                self.loop.time() - start,
+                exception=e,
+            )
+            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(
+                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
+            ):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.getall("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method,
+                url,
+                url_path,
+                orig_body,
+                duration,
+                status_code=response.status,
+                response=raw_data,
+            )
+            self._raise_error(
+                response.status,
+                raw_data,
+                response.headers.get("content-type"),
+            )
+
+        self.log_request_success(
+            method, url, url_path, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    async def close(self) -> Any:
+        """
+        Explicitly closes connection
+        """
+        if self.session:
+            await self.session.close()
+            self.session = None
+
+    async def _create_aiohttp_session(self) -> Any:
+        """Creates an aiohttp.ClientSession(). This is delayed until
+        the first call to perform_request() so that AsyncTransport has
+        a chance to set AIOHttpConnection.loop
+        """
+        if self.loop is None:
+            self.loop = get_running_loop()
+        self.session = aiohttp.ClientSession(
+            headers=self.headers,
+            skip_auto_headers=("accept", "accept-encoding"),
+            auto_decompress=True,
+            loop=self.loop,
+            cookie_jar=aiohttp.DummyCookieJar(),
+            response_class=OpenSearchClientResponse,
+            connector=aiohttp.TCPConnector(
+                limit=self._limit,
+                use_dns_cache=True,
+                enable_cleanup_closed=True,
+                ssl=self._ssl_context,
+            ),
+            trust_env=self._trust_env,
+        )
+
+
+class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
+    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
+        if self._body is None:
+            await self.read()
+
+        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
new file mode 100644
index 000000000..bf1d4eee7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
@@ -0,0 +1,262 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Union
+
+from ..client.utils import NamespacedClient, _make_path, query_params
+
+
+class AlertingClient(NamespacedClient):
+    @query_params()
+    async def search_monitor(
+        self,
+        body: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the search result for a monitor.
+
+        :arg monitor_id: The configuration for the monitor we are trying to search
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def get_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the details of a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to fetch
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("dryrun")
+    async def run_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Runs/Executes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to execute
+        :arg dryrun: Shows the results of a run without actions sending any message
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def create_monitor(
+        self,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Creates a monitor with inputs, triggers, and actions.
+
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def update_monitor(
+        self,
+        monitor_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Updates a monitor's inputs, triggers, and actions.
+
+        :arg monitor_id: The id of the monitor we are trying to update
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def delete_monitor(
+        self,
+        monitor_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Deletes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to delete
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def get_destination(
+        self,
+        destination_id: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Returns the details of a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
+        """
+        return await self.transport.perform_request(
+            "GET",
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def create_destination(
+        self,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Creates a destination for slack, mail, or custom-webhook.
+
+        :arg body: The configuration for the destination
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "destinations"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def update_destination(
+        self,
+        destination_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Updates a destination's inputs, triggers, and actions.
+
+        :arg destination_id: The id of the destination we are trying to update
+        :arg body: The configuration for the destination
+        """
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def delete_destination(
+        self,
+        destination_id: Any,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Deletes a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to delete
+        """
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def get_alerts(
+        self, params: Union[Any, None] = None, headers: Union[Any, None] = None
+    ) -> Union[bool, Any]:
+        """
+        Returns all alerts.
+
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "alerts"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def acknowledge_alert(
+        self,
+        monitor_id: Any,
+        body: Union[Any, None] = None,
+        params: Union[Any, None] = None,
+        headers: Union[Any, None] = None,
+    ) -> Union[bool, Any]:
+        """
+        Acknowledges an alert.
+
+        :arg monitor_id: The id of the monitor, the alert belongs to
+        :arg body: The alerts to be acknowledged
+        """
+        return await self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins",
+                "_alerting",
+                "monitors",
+                monitor_id,
+                "_acknowledge",
+                "alerts",
+            ),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
new file mode 100644
index 000000000..c5084a375
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
@@ -0,0 +1,169 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndexManagementClient(NamespacedClient):
+    @query_params()
+    async def put_policy(
+        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates, or updates, a policy.
+
+        :arg policy: The name of the policy
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def add_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Adds a policy to an index. This operation does not change the policy if the index already has one.
+
+        :arg index: The name of the index to add policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "add", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def get_policy(
+        self, policy: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
+
+        :arg policy: The name of the policy
+        """
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def remove_policy_from_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Removes any ISM policy from the index.
+
+        :arg index: The name of the index to remove policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "remove", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def change_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates the managed index policy to a new policy (or to a new version of the policy).
+
+        :arg index: The name of the index to change policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "change_policy", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    async def retry(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Retries the failed action for an index.
+
+        :arg index: The name of the index whose is in a failed state
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "retry", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("show_policy")
+    async def explain_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the current state of the index.
+
+        :arg index: The name of the index to explain
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "explain", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    async def delete_policy(
+        self, policy: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes the policy by `policy_id`.
+
+        :arg policy: The name of the policy to delete
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
new file mode 100644
index 000000000..033a25595
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
@@ -0,0 +1,373 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class KnnClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to delete a particular model in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to retrieve information about models present in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    async def search_models(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Use an OpenSearch query to search for models in the index.
+
+
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg allow_partial_search_results: Indicate if an error should
+            be returned if there is a partial search failure or timeout. Default is
+            True.
+        :arg analyze_wildcard: Specify whether wildcard and prefix
+            queries should be analyzed. Default is false.
+        :arg analyzer: The analyzer to use for the query string.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node. This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: Indicates whether network round-
+            trips should be minimized as part of cross-cluster search requests
+            execution. Default is True.
+        :arg default_operator: The default operator for query string
+            query (AND or OR). Valid choices are AND, OR.
+        :arg df: The field to use as default where no field prefix is
+            given in the query string.
+        :arg docvalue_fields: Comma-separated list of fields to return
+            as the docvalue representation of a field for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg explain: Specify whether to return detailed information
+            about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg lenient: Specify whether format-based query failures (such
+            as providing text to a numeric field) should be ignored.
+        :arg max_concurrent_shard_requests: The number of concurrent
+            shard requests per node this search executes concurrently. This value
+            should be used to limit the impact of the search on the cluster in order
+            to limit the number of concurrent shard requests. Default is 5.
+        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
+            round-trip to prefilter search shards based on query rewriting if the
+            number of shards the search request expands to exceeds the threshold.
+            This filter round-trip can limit the number of shards significantly if
+            for instance a shard can not match any documents based on its rewrite
+            method ie. if date filters are mandatory to match but the shard bounds
+            and the query are disjoint.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg request_cache: Specify if request cache should be used for
+            this request or not, defaults to index level setting.
+        :arg rest_total_hits_as_int: Indicates whether hits.total should
+            be rendered as an integer or an object in the rest search response.
+            Default is false.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg scroll: Specify how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg search_type: Search operation type. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg seq_no_primary_term: Specify whether to return sequence
+            number and primary term of the last modification of each hit.
+        :arg size: Number of hits to return. Default is 10.
+        :arg sort: Comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific 'tag' of the request for logging and
+            statistical purposes.
+        :arg stored_fields: Comma-separated list of stored fields to
+            return.
+        :arg suggest_field: Specify which field to use for suggestions.
+        :arg suggest_mode: Specify suggest mode. Valid choices are
+            missing, popular, always.
+        :arg suggest_size: How many suggestions to return in response.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.
+        :arg terminate_after: The maximum number of documents to collect
+            for each shard, upon reaching which the query execution will terminate
+            early.
+        :arg timeout: Operation timeout.
+        :arg track_scores: Whether to calculate and return scores even
+            if they are not used for sorting.
+        :arg track_total_hits: Indicate if the number of documents that
+            match the query should be tracked.
+        :arg typed_keys: Specify whether aggregation and suggester names
+            should be prefixed by their respective types in the response.
+        :arg version: Whether to return document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_knn/models/_search",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    async def stats(
+        self,
+        node_id: Any = None,
+        stat: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides information about the current status of the k-NN plugin.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg stat: Comma-separated list of stats to retrieve; use `_all`
+            or empty string to retrieve all stats.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", node_id, "stats", stat),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "preference", "pretty", "source"
+    )
+    async def train_model(
+        self,
+        body: Any,
+        model_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create and train a model that can be used for initializing k-NN native library
+        indexes during indexing.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Preferred node to execute training.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_knn", "models", model_id, "_train"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def warmup(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Preloads native library files into memory, reducing initial search latency for
+        specified indexes.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "warmup", index),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
new file mode 100644
index 000000000..0a7e38a1d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
@@ -0,0 +1,351 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class NotificationsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def create_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a channel configuration.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "config_id",
+        "config_id_list",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    async def delete_configs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete multiple channel configurations.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg config_id_list: A comma-separated list of channel IDs to
+            delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a specific channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "chime.url",
+        "chime.url.keyword",
+        "config_type",
+        "created_time_ms",
+        "description",
+        "description.keyword",
+        "email.email_account_id",
+        "email.email_group_id_list",
+        "email.recipient_list.recipient",
+        "email.recipient_list.recipient.keyword",
+        "email_group.recipient_list.recipient",
+        "email_group.recipient_list.recipient.keyword",
+        "error_trace",
+        "filter_path",
+        "human",
+        "is_enabled",
+        "last_updated_time_ms",
+        "microsoft_teams.url",
+        "microsoft_teams.url.keyword",
+        "name",
+        "name.keyword",
+        "pretty",
+        "query",
+        "ses_account.from_address",
+        "ses_account.from_address.keyword",
+        "ses_account.region",
+        "ses_account.role_arn",
+        "ses_account.role_arn.keyword",
+        "slack.url",
+        "slack.url.keyword",
+        "smtp_account.from_address",
+        "smtp_account.from_address.keyword",
+        "smtp_account.host",
+        "smtp_account.host.keyword",
+        "smtp_account.method",
+        "sns.role_arn",
+        "sns.role_arn.keyword",
+        "sns.topic_arn",
+        "sns.topic_arn.keyword",
+        "source",
+        "text_query",
+        "webhook.url",
+        "webhook.url.keyword",
+    )
+    async def get_configs(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get multiple channel configurations with filtering.
+
+
+        :arg config_type: Type of notification configuration. Valid
+            choices are slack, chime, microsoft_teams, webhook, email, sns,
+            ses_account, smtp_account, email_group.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_features(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List supported channel configurations.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_notifications/features", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def send_test(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Send a test notification.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "feature", "test", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def update_config(
+        self,
+        config_id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Update channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (config_id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def list_channels(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List created notification channels.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
new file mode 100644
index 000000000..5a4f7091d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
@@ -0,0 +1,235 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class RollupsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a rollup's current status.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get an index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create or update index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Stop rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
new file mode 100644
index 000000000..231d02eec
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
@@ -0,0 +1,308 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TransformsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete an index transform.
+
+
+        :arg id: Transform to delete
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to explain
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def preview(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a preview of what a transformed index would look like.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    async def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create an index transform, or update a transform if if_seq_no and
+        if_primary_term are provided.
+
+
+        :arg id: Transform to create/update
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "from_",
+        "human",
+        "pretty",
+        "search",
+        "size",
+        "sortDirection",
+        "sortField",
+        "source",
+    )
+    async def search(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the details of all transform jobs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: The starting transform to return. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search: The search term to use to filter results.
+        :arg size: Specifies the number of transforms to return. Default
+            is 10.
+        :arg sortDirection: Specifies the direction to sort results in.
+            Can be ASC or DESC. Default is ASC.
+        :arg sortField: The field to sort results with.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return await self.transport.perform_request(
+            "GET", "/_plugins/_transform", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start transform.
+
+
+        :arg id: Transform to start
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    async def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        stop transform.
+
+
+        :arg id: Transform to stop
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return await self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
new file mode 100644
index 000000000..69db28d9b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
@@ -0,0 +1,454 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import asyncio
+import logging
+from itertools import chain
+from typing import Any, Collection, Mapping, Optional, Type, Union
+
+from opensearchpy.connection.base import Connection
+from opensearchpy.serializer import Serializer
+
+from ..connection_pool import ConnectionPool
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    SerializationError,
+    TransportError,
+)
+from ..serializer import JSONSerializer
+from ..transport import Transport, get_host_info
+from .compat import get_running_loop
+from .http_aiohttp import AIOHttpConnection
+
+logger = logging.getLogger("opensearch")
+
+
+class AsyncTransport(Transport):
+    """
+    Encapsulation of transport-related to logic. Handles instantiation of the
+    individual connections as well as creating a connection pool to hold them.
+
+    Main interface is the `perform_request` method.
+    """
+
+    DEFAULT_CONNECTION_CLASS = AIOHttpConnection
+
+    sniffing_task: Any = None
+
+    def __init__(
+        self,
+        hosts: Any,
+        connection_class: Any = None,
+        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
+        host_info_callback: Any = get_host_info,
+        sniff_on_start: bool = False,
+        sniffer_timeout: Any = None,
+        sniff_timeout: float = 0.1,
+        sniff_on_connection_fail: bool = False,
+        serializer: Serializer = JSONSerializer(),
+        serializers: Any = None,
+        default_mimetype: str = "application/json",
+        max_retries: int = 3,
+        retry_on_status: Any = (502, 503, 504),
+        retry_on_timeout: bool = False,
+        send_get_body_as: str = "GET",
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of dictionaries, each containing keyword arguments to
+            create a `connection_class` instance
+        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
+        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
+        :arg host_info_callback: callback responsible for taking the node information from
+            `/_cluster/nodes`, along with already extracted information, and
+            producing a list of arguments (same as `hosts` parameter)
+        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
+            from the cluster at startup time
+        :arg sniffer_timeout: number of seconds between automatic sniffs
+        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
+        :arg sniff_timeout: timeout used for the sniff request - it should be a
+            fast api call and we are talking potentially to more nodes so we want
+            to fail quickly. Not used during initial sniffing (if
+            ``sniff_on_start`` is on) when the connection still isn't
+            initialized.
+        :arg serializer: serializer instance
+        :arg serializers: optional dict of serializer instances that will be
+            used for deserializing data coming from the server. (key is the mimetype)
+        :arg default_mimetype: when no mimetype is specified by the server
+            response assume this mimetype, defaults to `'application/json'`
+        :arg max_retries: maximum number of retries before an exception is propagated
+        :arg retry_on_status: set of HTTP status codes on which we should retry
+            on a different node. defaults to ``(502, 503, 504)``
+        :arg retry_on_timeout: should timeout trigger a retry on different
+            node? (default `False`)
+        :arg send_get_body_as: for GET requests with body this option allows
+            you to specify an alternate way of execution for environments that
+            don't support passing bodies with GET requests. If you set this to
+            'POST' a POST method will be used instead, if to 'source' then the body
+            will be serialized and passed as a query parameter `source`.
+
+        Any extra keyword arguments will be passed to the `connection_class`
+        when creating and instance unless overridden by that connection's
+        options provided as part of the hosts parameter.
+        """
+        self.sniffing_task = None
+        self.loop: Any = None
+        self._async_init_called = False
+        self._sniff_on_start_event: Optional[asyncio.Event] = None
+
+        super(AsyncTransport, self).__init__(
+            hosts=[],
+            connection_class=connection_class,
+            connection_pool_class=connection_pool_class,
+            host_info_callback=host_info_callback,
+            sniff_on_start=False,
+            sniffer_timeout=sniffer_timeout,
+            sniff_timeout=sniff_timeout,
+            sniff_on_connection_fail=sniff_on_connection_fail,
+            serializer=serializer,
+            serializers=serializers,
+            default_mimetype=default_mimetype,
+            max_retries=max_retries,
+            retry_on_status=retry_on_status,
+            retry_on_timeout=retry_on_timeout,
+            send_get_body_as=send_get_body_as,
+            **kwargs
+        )
+
+        # Since we defer connections / sniffing to not occur
+        # within the constructor we never want to signal to
+        # our parent to 'sniff_on_start' or non-empty 'hosts'.
+        self.hosts = hosts
+        self.sniff_on_start = sniff_on_start
+
+    async def _async_init(self) -> None:
+        """This is our stand-in for an async constructor. Everything
+        that was deferred within __init__() should be done here now.
+
+        This method will only be called once per AsyncTransport instance
+        and is called from one of AsyncOpenSearch.__aenter__(),
+        AsyncTransport.perform_request() or AsyncTransport.get_connection()
+        """
+        # Detect the async loop we're running in and set it
+        # on all already created HTTP connections.
+        self.loop = get_running_loop()
+        self.kwargs["loop"] = self.loop
+
+        # Now that we have a loop we can create all our HTTP connections...
+        self.set_connections(self.hosts)
+        self.seed_connections = list(self.connection_pool.connections[:])
+
+        # ... and we can start sniffing in the background.
+        if self.sniffing_task is None and self.sniff_on_start:
+            # Create an asyncio.Event for future calls to block on
+            # until the initial sniffing task completes.
+            self._sniff_on_start_event = asyncio.Event()
+
+            try:
+                self.last_sniff = self.loop.time()
+                self.create_sniff_task(initial=True)
+
+                # Since this is the first one we wait for it to complete
+                # in case there's an error it'll get raised here.
+                await self.sniffing_task  # type: ignore
+
+            # If the task gets cancelled here it likely means the
+            # transport got closed.
+            except asyncio.CancelledError:
+                pass
+
+            # Once we exit this section we want to unblock any _async_calls()
+            # that are blocking on our initial sniff attempt regardless of it
+            # was successful or not.
+            finally:
+                self._sniff_on_start_event.set()
+
+    async def _async_call(self) -> None:
+        """This method is called within any async method of AsyncTransport
+        where the transport is not closing. This will check to see if we should
+        call our _async_init() or create a new sniffing task
+        """
+        if not self._async_init_called:
+            self._async_init_called = True
+            await self._async_init()
+
+        # If the initial sniff_on_start hasn't returned yet
+        # then we need to wait for node information to come back
+        # or for the task to be cancelled via AsyncTransport.close()
+        if self._sniff_on_start_event and not self._sniff_on_start_event.is_set():
+            # This is already a no-op if the event is set but we try to
+            # avoid an 'await' by checking 'not event.is_set()' above first.
+            await self._sniff_on_start_event.wait()
+
+        if self.sniffer_timeout:
+            if self.loop.time() >= self.last_sniff + self.sniffer_timeout:
+                self.create_sniff_task()
+
+    async def _get_node_info(self, conn: Any, initial: Any) -> Any:
+        try:
+            # use small timeout for the sniffing request, should be a fast api call
+            _, headers, node_info = await conn.perform_request(
+                "GET",
+                "/_nodes/_all/http",
+                timeout=self.sniff_timeout if not initial else None,
+            )
+            return self.deserializer.loads(node_info, headers.get("content-type"))
+        except Exception:
+            pass
+        return None
+
+    async def _get_sniff_data(self, initial: Any = False) -> Any:
+        previous_sniff = self.last_sniff
+
+        # reset last_sniff timestamp
+        self.last_sniff = self.loop.time()
+
+        # use small timeout for the sniffing request, should be a fast api call
+        timeout = self.sniff_timeout if not initial else None
+
+        def _sniff_request(conn: Any) -> Any:
+            return self.loop.create_task(
+                conn.perform_request("GET", "/_nodes/_all/http", timeout=timeout)
+            )
+
+        # Go through all current connections as well as the
+        # seed_connections for good measure
+        tasks = []
+        for conn in self.connection_pool.connections:
+            tasks.append(_sniff_request(conn))
+        for conn in self.seed_connections:
+            # Ensure that we don't have any duplication within seed_connections.
+            if conn in self.connection_pool.connections:
+                continue
+            tasks.append(_sniff_request(conn))
+
+        done: Any = ()
+        try:
+            while tasks:
+
+                # execute sniff requests in parallel, wait for first to return
+                done, tasks = await asyncio.wait(
+                    tasks, return_when=asyncio.FIRST_COMPLETED
+                )
+                # go through all the finished tasks
+                for t in done:
+                    try:
+                        _, headers, node_info = t.result()
+
+                        # Lowercase all the header names for consistency in accessing them.
+                        headers = {
+                            header.lower(): value for header, value in headers.items()
+                        }
+
+                        node_info = self.deserializer.loads(
+                            node_info, headers.get("content-type")
+                        )
+                    except (ConnectionError, SerializationError):
+                        continue
+                    node_info = list(node_info["nodes"].values())
+                    return node_info
+            else:
+                # no task has finished completely
+                raise TransportError("N/A", "Unable to sniff hosts.")
+        except Exception:
+            # keep the previous value on error
+            self.last_sniff = previous_sniff
+            raise
+        finally:
+            # Cancel all the pending tasks
+            for task in chain(done, tasks):
+                task.cancel()
+
+    async def sniff_hosts(self, initial: bool = False) -> Any:
+        """Either spawns a sniffing_task which does regular sniffing
+        over time or does a single sniffing session and awaits the results.
+        """
+        # Without a loop we can't do anything.
+        if not self.loop:
+            if initial:
+                raise RuntimeError("Event loop not running on initial sniffing task")
+            return
+
+        node_info = await self._get_sniff_data(initial)
+        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
+
+        # we weren't able to get any nodes, maybe using an incompatible
+        # transport_schema or host_info_callback blocked all - raise error.
+        if not hosts:
+            raise TransportError(
+                "N/A", "Unable to sniff hosts - no viable hosts found."
+            )
+
+        # remember current live connections
+        orig_connections = self.connection_pool.connections[:]
+        self.set_connections(hosts)
+        # close those connections that are not in use any more
+        for c in orig_connections:
+            if c not in self.connection_pool.connections:
+                await c.close()
+
+    def create_sniff_task(self, initial: bool = False) -> None:
+        """
+        Initiate a sniffing task. Make sure we only have one sniff request
+        running at any given time. If a finished sniffing request is around,
+        collect its result (which can raise its exception).
+        """
+        if self.sniffing_task and self.sniffing_task.done():
+            try:
+                if self.sniffing_task is not None:
+                    self.sniffing_task.result()
+            finally:
+                self.sniffing_task = None
+
+        if self.sniffing_task is None:
+            self.sniffing_task = self.loop.create_task(self.sniff_hosts(initial))
+
+    def mark_dead(self, connection: Connection) -> None:
+        """
+        Mark a connection as dead (failed) in the connection pool. If sniffing
+        on failure is enabled this will initiate the sniffing process.
+
+        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
+        """
+        self.connection_pool.mark_dead(connection)
+        if self.sniff_on_connection_fail:
+            self.create_sniff_task()
+
+    def get_connection(self) -> Any:
+        return self.connection_pool.get_connection()
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        """
+        Perform the actual request. Retrieve a connection from the connection
+        pool, pass all the information to its perform_request method and
+        return the data.
+
+        If an exception was raised, mark the connection as failed and retry (up
+        to `max_retries` times).
+
+        If the operation was successful and the connection used was previously
+        marked as dead, mark it as live, resetting its failure count.
+
+        :arg method: HTTP method to use
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        await self._async_call()
+
+        method, params, body, ignore, timeout = self._resolve_request_args(
+            method, params, body
+        )
+
+        for attempt in range(self.max_retries + 1):
+            connection = self.get_connection()
+
+            try:
+                status, headers_response, data = await connection.perform_request(
+                    method,
+                    url,
+                    params,
+                    body,
+                    headers=headers,
+                    ignore=ignore,
+                    timeout=timeout,
+                )
+
+                # Lowercase all the header names for consistency in accessing them.
+                headers_response = {
+                    header.lower(): value for header, value in headers_response.items()
+                }
+            except TransportError as e:
+                if method == "HEAD" and e.status_code == 404:
+                    return False
+
+                retry = False
+                if isinstance(e, ConnectionTimeout):
+                    retry = self.retry_on_timeout
+                elif isinstance(e, ConnectionError):
+                    retry = True
+                elif e.status_code in self.retry_on_status:
+                    retry = True
+
+                if retry:
+                    try:
+                        # only mark as dead if we are retrying
+                        self.mark_dead(connection)
+                    except TransportError:
+                        # If sniffing on failure, it could fail too. Catch the
+                        # exception not to interrupt the retries.
+                        pass
+                    # raise exception on last retry
+                    if attempt == self.max_retries:
+                        raise e
+                else:
+                    raise e
+
+            else:
+                # connection didn't fail, confirm its live status
+                self.connection_pool.mark_live(connection)
+
+                if method == "HEAD":
+                    return 200 <= status < 300
+
+                if data:
+                    data = self.deserializer.loads(
+                        data, headers_response.get("content-type")
+                    )
+                return data
+
+    async def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        if self.sniffing_task:
+            try:
+                self.sniffing_task.cancel()
+                await self.sniffing_task
+            except asyncio.CancelledError:
+                pass
+            self.sniffing_task = None
+
+        for connection in self.connection_pool.connections:
+            await connection.close()
+
+
+__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
new file mode 100644
index 000000000..1bc96b453
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
@@ -0,0 +1,27 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+__versionstr__: str = "2.6.0"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
new file mode 100644
index 000000000..c43b54a23
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
@@ -0,0 +1,3064 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from __future__ import unicode_literals
+
+import logging
+from typing import Any, Type
+
+from ..transport import Transport, TransportError
+from .cat import CatClient
+from .client import Client
+from .cluster import ClusterClient
+from .dangling_indices import DanglingIndicesClient
+from .features import FeaturesClient
+from .http import HttpClient
+from .indices import IndicesClient
+from .ingest import IngestClient
+from .nodes import NodesClient
+from .plugins import PluginsClient
+from .remote import RemoteClient
+from .remote_store import RemoteStoreClient
+from .search_pipeline import SearchPipelineClient
+from .security import SecurityClient
+from .snapshot import SnapshotClient
+from .tasks import TasksClient
+from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
+
+logger = logging.getLogger("opensearch")
+
+
+class OpenSearch(Client):
+    """
+    OpenSearch client. Provides a straightforward mapping from
+    Python to OpenSearch REST endpoints.
+
+    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
+    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
+    :class:`~opensearchpy.client.CatClient`,
+    :class:`~opensearchpy.client.ClusterClient`,
+    :class:`~opensearchpy.client.IndicesClient`,
+    :class:`~opensearchpy.client.IngestClient`,
+    :class:`~opensearchpy.client.NodesClient`,
+    :class:`~opensearchpy.client.SnapshotClient` and
+    :class:`~opensearchpy.client.TasksClient` respectively. This is the
+    preferred (and only supported) way to get access to those classes and their
+    methods.
+
+    You can specify your own connection class which should be used by providing
+    the ``connection_class`` parameter::
+
+        # create connection to localhost using the ThriftConnection
+        client = OpenSearch(connection_class=ThriftConnection)
+
+    If you want to turn on sniffing you have several options (described
+    in :class:`~opensearchpy.Transport`)::
+
+        # create connection that will automatically inspect the cluster to get
+        # the list of active nodes. Start with nodes running on
+        # 'opensearchnode1' and 'opensearchnode2'
+        client = OpenSearch(
+            ['opensearchnode1', 'opensearchnode2'],
+            # sniff before doing anything
+            sniff_on_start=True,
+            # refresh nodes after a node fails to respond
+            sniff_on_connection_fail=True,
+            # and also every 60 seconds
+            sniffer_timeout=60
+        )
+
+    Different hosts can have different parameters, use a dictionary per node to
+    specify those::
+
+        # connect to localhost directly and another node using SSL on port 443
+        # and an url_prefix. Note that ``port`` needs to be an int.
+        client = OpenSearch([
+            {'host': 'localhost'},
+            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
+        ])
+
+    If using SSL, there are several parameters that control how we deal with
+    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs'
+        )
+
+    If using SSL, but don't verify the certs, a warning message is showed
+    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # no verify SSL certificates
+            verify_certs=False,
+            # don't show warnings about ssl certs verification
+            ssl_show_warn=False
+        )
+
+    SSL client authentication is supported
+    (see :class:`~opensearchpy.Urllib3HttpConnection` for
+    detailed description of the options)::
+
+        client = OpenSearch(
+            ['localhost:443', 'other_host:443'],
+            # turn on SSL
+            use_ssl=True,
+            # make sure we verify SSL certificates
+            verify_certs=True,
+            # provide a path to CA certs on disk
+            ca_certs='/path/to/CA_certs',
+            # PEM formatted SSL client certificate
+            client_cert='/path/to/clientcert.pem',
+            # PEM formatted SSL client key
+            client_key='/path/to/clientkey.pem'
+        )
+
+    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
+    in conflict with other options::
+
+        client = OpenSearch(
+            [
+                'http://user:secret@localhost:9200/',
+                'https://user:secret@other_host:443/production'
+            ],
+            verify_certs=True
+        )
+
+    By default, `JSONSerializer
+    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
+    is used to encode all outgoing requests.
+    However, you can implement your own custom serializer::
+
+        from opensearchpy.serializer import JSONSerializer
+
+        class SetEncoder(JSONSerializer):
+            def default(self, obj):
+                if isinstance(obj, set):
+                    return list(obj)
+                if isinstance(obj, Something):
+                    return 'CustomSomethingRepresentation'
+                return JSONSerializer.default(self, obj)
+
+        client = OpenSearch(serializer=SetEncoder())
+
+    """
+
+    # include PIT functions inside _patch.py
+    from ._patch import (  # type: ignore
+        create_point_in_time,
+        delete_point_in_time,
+        list_all_point_in_time,
+    )
+
+    def __init__(
+        self,
+        hosts: Any = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        super().__init__(hosts, transport_class, **kwargs)
+
+        # namespaced clients for compatibility with API names
+        self.search_pipeline = SearchPipelineClient(self)
+        self.cat = CatClient(self)
+        self.cluster = ClusterClient(self)
+        self.dangling_indices = DanglingIndicesClient(self)
+        self.indices = IndicesClient(self)
+        self.ingest = IngestClient(self)
+        self.nodes = NodesClient(self)
+        self.remote = RemoteClient(self)
+        self.security = SecurityClient(self)
+        self.snapshot = SnapshotClient(self)
+        self.tasks = TasksClient(self)
+        self.remote_store = RemoteStoreClient(self)
+
+        self.features = FeaturesClient(self)
+        self.plugins = PluginsClient(self)
+        self.http = HttpClient(self)
+
+    def __repr__(self) -> Any:
+        try:
+            # get a list of all connections
+            cons: Any = self.transport.hosts
+            # truncate to 5 if there are too many
+            if len(cons) > 5:
+                cons = cons[:5] + ["..."]
+            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
+        except Exception:
+            # probably operating on custom transport and connection_pool, ignore
+            return super(OpenSearch, self).__repr__()
+
+    def __enter__(self) -> Any:
+        if hasattr(self.transport, "_async_call"):
+            self.transport._async_call()
+        return self
+
+    def __exit__(self, *_: Any) -> None:
+        self.close()
+
+    def close(self) -> None:
+        """Closes the Transport and all internal connections"""
+        self.transport.close()
+
+    # AUTO-GENERATED-API-DEFINITIONS #
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def ping(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns whether the cluster is running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        try:
+            return self.transport.perform_request(
+                "HEAD", "/", params=params, headers=headers
+            )
+        except TransportError:
+            return False
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the cluster.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def create(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a new document in the index.  Returns a 409 response when a document
+        with a same ID already exists in the index.
+
+
+        :arg index: Name of the data stream or index to target. If the
+            target doesn’t exist and matches the name or wildcard (`*`) pattern of
+            an index template with a `data_stream` definition, this request creates
+            the data stream. If the target doesn’t exist and doesn’t match a data
+            stream template, this request creates the index.
+        :arg id: Unique identifier for the document.
+        :arg body: The document
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_create", id)
+
+        return self.transport.perform_request(
+            "PUT", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "op_type",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def index(
+        self,
+        index: Any,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a document in an index.
+
+
+        :arg index: Name of the data stream or index to target.
+        :arg body: The document
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg op_type: Set to create to only index the document if it
+            does not already exist (put if absent).If a document with the specified
+            `_id` already exists, the indexing operation will fail.Same as using the
+            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
+            id is specified, it defaults to `index`.Otherwise, it defaults to
+            `create`.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the destination must be an index
+            alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period the request waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST" if id in SKIP_IN_PATH else "PUT",
+            _make_path(index, "_doc", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pipeline",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def bulk(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to perform multiple index/update/delete operations in a single request.
+
+
+        :arg body: The operation definition and data (action-data
+            pairs), separated by newlines
+        :arg index: Name of the data stream, index, or index alias to
+            perform bulk actions on.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg require_alias: If `true`, the request’s actions must target
+            an index alias. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each action waits for the following
+            operations: automatic index creation, dynamic mapping updates, waiting
+            for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_bulk"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def clear_scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Explicitly clears the search context for a scroll.
+
+
+        :arg body: Comma-separated list of scroll IDs to clear if none
+            was specified via the scroll_id parameter
+        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
+            clear all scroll IDs, use `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": [scroll_id]}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return self.transport.perform_request(
+            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "min_score",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "terminate_after",
+    )
+    def count(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns number of documents matching a query.
+
+
+        :arg body: Query to restrict the results specified with the
+            Query DSL (optional)
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed.This parameter can only be used when the `q` query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices are ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg min_score: Sets the minimum `_score` value that documents
+            must have to be included in the result.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_count"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "refresh",
+        "routing",
+        "source",
+        "timeout",
+        "version",
+        "version_type",
+        "wait_for_active_shards",
+    )
+    def delete(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes a document from the index.
+
+
+        :arg index: Name of the target index.
+        :arg id: Unique identifier for the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, Opensearch refreshes the affected
+            shards to make this operation visible to search, if `wait_for` then wait
+            for a refresh to make this operation visible to search, if `false` do
+            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for active shards.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def delete_by_query(
+        self,
+        index: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes documents matching the provided query.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if delete by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid values are: `all`,
+            `open`, `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.Defaults to the index-level setting.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search
+            request.Defaults to no timeout.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each deletion request waits for active
+            shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        for param in (index, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_delete_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def delete_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Delete By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_delete_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    def exists(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    def exists_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a document source exists in an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg id: Identifier of the document.
+        :arg _source: `true` or `false` to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, Opensearch refreshes all shards
+            involved in the delete by query after the request completes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency
+            control.The specified version must match the current version of the
+            document for the request to succeed.
+        :arg version_type: Specific version type: `external`,
+            `external_gte`. Valid choices are internal, external, external_gte,
+            force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return self.transport.perform_request(
+            "HEAD", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "filter_path",
+        "human",
+        "lenient",
+        "preference",
+        "pretty",
+        "q",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    def explain(
+        self,
+        index: Any,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about why a specific matches (or doesn't match) a query.
+
+
+        :arg index: Index names used to limit the request. Only a single
+            index name can be provided to this parameter.
+        :arg id: Defines the document ID.
+        :arg body: The query definition using the Query DSL
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string. Default is _all.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return in the response.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_explain", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_unmapped",
+        "pretty",
+        "source",
+    )
+    def field_caps(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about the capabilities of fields among multiple
+        indices.
+
+
+        :arg body: An index filter specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (*). To target all
+            data streams and indices, omit this parameter or use * or _all.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias,or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a requesttargeting `foo*,bar*`
+            returns an error if an index starts with foo but no index starts with
+            bar.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fields: Comma-separated list of fields to retrieve
+            capabilities for. Wildcard (`*`) expressions are supported.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg include_unmapped: If true, unmapped fields are included in
+            the response. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_field_caps"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+        "version",
+        "version_type",
+    )
+    def get(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: List of stored fields to return as part of a
+            hit.If no fields are specified, no stored fields are included in the
+            response.If this field is specified, the `_source` parameter defaults to
+            false.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_doc", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_script(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path("_scripts", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "version",
+        "version_type",
+    )
+    def get_source(
+        self,
+        index: Any,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the source of a document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg id: Unique identifier of the document.
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude in the response.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: Boolean) If true, the request is real-time as
+            opposed to near-real-time.
+        :arg refresh: If true, Opensearch refreshes the affected shards
+            to make this operation visible to search. If false, do nothing with
+            refreshes.
+        :arg routing: Target the specified primary shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg version: Explicit version number for concurrency control.
+            The specified version must match the current version of the document for
+            the request to succeed.
+        :arg version_type: Specific version type: internal, external,
+            external_gte. Valid choices are internal, external, external_gte, force.
+        """
+        for param in (index, id):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_source", id)
+
+        return self.transport.perform_request(
+            "GET", path, params=params, headers=headers
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "preference",
+        "pretty",
+        "realtime",
+        "refresh",
+        "routing",
+        "source",
+        "stored_fields",
+    )
+    def mget(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to get multiple documents in one request.
+
+
+        :arg body: Document identifiers; can be either `docs`
+            (containing full document information) or `ids` (when index is provided
+            in the URL.
+        :arg index: Name of the index to retrieve documents from when
+            `ids` are specified, or when a document in the `docs` array does not
+            specify an index.
+        :arg _source: True or false to return the `_source` field or
+            not, or a list of fields to return.
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query parameter.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned. You can exclude fields from this subset
+            using the `_source_excludes` query parameter.If the `_source` parameter
+            is `false`, this parameter is ignored.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on. Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If `true`, the request is real-time as opposed to
+            near-real-time.
+        :arg refresh: If `true`, the request refreshes relevant shards
+            before retrieving documents.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stored_fields: If `true`, retrieves the document fields
+            stored in the index rather than the document `_source`.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_mget"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def msearch(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases to search.
+        :arg ccs_minimize_roundtrips: If true, network roundtrips
+            between the coordinating node and remote clusters are minimized for
+            cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the multi search API can execute.
+        :arg max_concurrent_shard_requests: Maximum number of concurrent
+            shard requests that each sub-search request executes per node. Default
+            is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold. This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method i.e., if date filters are mandatory to match but
+            the shard bounds and the query are disjoint.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, hits.total are returned as
+            an integer in the response. Defaults to false, which returns an object.
+            Default is false.
+        :arg search_type: Indicates whether global term and document
+            frequencies should be used when scoring returned documents. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: Specifies whether aggregation and suggester
+            names should be prefixed by their respective types in the response.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_concurrent_searches",
+        "pretty",
+        "rest_total_hits_as_int",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def msearch_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to execute several search template operations in one request.
+
+
+        :arg body: The request definitions (metadata-search request
+            definition pairs), separated by newlines
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_concurrent_searches: Maximum number of concurrent
+            searches the API can run.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If `true`, the response returns
+            `hits.total` as an integer.If `false`, it returns `hits.total` as an
+            object. Default is false.
+        :arg search_type: The type of the search operation.Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        body = _bulk_body(self.transport.serializer, body)
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_msearch", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "ids",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    def mtermvectors(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns multiple termvectors in one request.
+
+
+        :arg body: Define ids, documents, parameters or a list of
+            parameters per document here. You must at least provide a list of
+            document ids. See documentation.
+        :arg index: Name of the index that contains the documents.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ids: A comma-separated list of documents ids. You must
+            define ids as parameter or set "ids" or "docs" in the request body
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If true, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        path = _make_path(index, "_mtermvectors")
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_script(
+        self,
+        id: Any,
+        body: Any,
+        context: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a script.
+
+
+        :arg id: Identifier for the stored script or search template.
+            Must be unique within the cluster.
+        :arg body: The document
+        :arg context: Context in which the script or search template
+            should run. To prevent errors, the API immediately compiles the script
+            or template in this context.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_scripts", id, context),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "search_type",
+        "source",
+    )
+    def rank_eval(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to evaluate the quality of ranked search results over a set of typical
+        search queries.
+
+
+        :arg body: The ranking evaluation search definition, including
+            search requests, document ratings and ranking metric definition.
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard (`*`) expressions are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices. This behavior applies even if the request
+            targets other open indices. For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, missing or closed indices
+            are not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search_type: Search operation type
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_rank_eval"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "max_docs",
+        "pretty",
+        "refresh",
+        "requests_per_second",
+        "scroll",
+        "slices",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def reindex(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to copy documents from one index to another, optionally filtering the
+        source documents by a query, changing the destination index settings, or
+        fetching the documents from a remote cluster.
+
+
+        :arg body: The search definition using the Query DSL and the
+            prototype for the index request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg max_docs: Maximum number of documents to process. By
+            default, all documents.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If `true`, the request refreshes affected shards
+            to make this operation visible to search.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.Defaults to no throttle. Default is 0.
+        :arg scroll: Specifies how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg slices: The number of slices this task should be divided
+            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
+            Valid choices are auto.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period each indexing waits for automatic index
+            creation, dynamic mapping updates, and waiting for active shards.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_reindex", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def reindex_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Reindex operation.
+
+
+        :arg task_id: Identifier for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_reindex", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def render_search_template(
+        self,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg id: ID of the search template to render. If no `source` is
+            specified, this or the `id` request body parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_render", "template", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def scripts_painless_execute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows an arbitrary script to be executed and a result to be returned.
+
+
+        :arg body: The script to execute
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_scripts/painless/_execute",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "rest_total_hits_as_int",
+        "scroll",
+        "source",
+    )
+    def scroll(
+        self,
+        body: Any = None,
+        scroll_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to retrieve a large numbers of results from a single search request.
+
+
+        :arg body: The scroll ID if not passed by URL or query
+            parameter.
+        :arg scroll_id: The scroll ID for scrolled search
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg rest_total_hits_as_int: If true, the API response’s
+            hit.total property is returned as an integer. If false, the API
+            response’s hit.total property is returned as an object. Default is
+            false.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
+            raise ValueError("You need to supply scroll_id or body.")
+        elif scroll_id and not body:
+            body = {"scroll_id": scroll_id}
+        elif scroll_id:
+            params["scroll_id"] = scroll_id
+
+        return self.transport.perform_request(
+            "POST", "/_search/scroll", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "include_named_queries_score",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_pipeline",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    def search(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns results matching a query.
+
+
+        :arg body: The search definition using the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg _source: Indicates which source fields are returned for
+            matching documents.These fields are returned in the `hits._source`
+            property of the search response.Valid values are:`true` to return the
+            entire document source;`false` to not return the document
+            source;`<string>` to return the source fields that are specified as a
+            comma-separated list (supports wildcard (`*`) patterns).
+        :arg _source_excludes: A comma-separated list of source fields
+            to exclude from the response.You can also use this parameter to exclude
+            fields from the subset specified in `_source_includes` query
+            parameter.If the `_source` parameter is `false`, this parameter is
+            ignored.
+        :arg _source_includes: A comma-separated list of source fields
+            to include in the response.If this parameter is specified, only these
+            source fields are returned.You can exclude fields from this subset using
+            the `_source_excludes` query parameter.If the `_source` parameter is
+            `false`, this parameter is ignored.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg allow_partial_search_results: If true, returns partial
+            results if there are shard request timeouts or shard failures. If false,
+            returns an error with no partial results. Default is True.
+        :arg analyze_wildcard: If true, wildcard and prefix queries are
+            analyzed.This parameter can only be used when the q query string
+            parameter is specified. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the q query string parameter is
+            specified.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node.This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: If true, network round-trips
+            between the coordinating node and the remote clusters are minimized when
+            executing cross-cluster search (CCS) requests. Default is True.
+        :arg default_operator: The default operator for query string
+            query: AND or OR.This parameter can only be used when the `q` query
+            string parameter is specified. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the q query
+            string parameter is specified.
+        :arg docvalue_fields: A comma-separated list of fields to return
+            as the docvalue representation for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg explain: If `true`, returns detailed information about
+            score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting document offset.Needs to be non-negative.By
+            default, you cannot page through more than 10,000 hits using the `from`
+            and `size` parameters.To page through more hits, use the `search_after`
+            parameter. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, concrete, expanded or aliased
+            indices will be ignored when frozen.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_named_queries_score: Indicates whether
+            hit.matched_queries should be rendered as a map that includes the name
+            of the matched query associated with its score (true) or as an array
+            containing the name of the matched queries (false) Default is false.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be
+            ignored.This parameter can only be used when the `q` query string
+            parameter is specified.
+        :arg max_concurrent_shard_requests: Defines the number of
+            concurrent shard requests per node this search executes
+            concurrently.This value should be used to limit the impact of the search
+            on the cluster in order to limit the number of concurrent shard
+            requests. Default is 5.
+        :arg pre_filter_shard_size: Defines a threshold that enforces a
+            pre-filter roundtrip to prefilter search shards based on query rewriting
+            if the number of shards the search request expands to exceeds the
+            threshold.This filter roundtrip can limit the number of shards
+            significantly if for instance a shard can not match any documents based
+            on its rewrite method (if date filters are mandatory to match but the
+            shard bounds and the query are disjoint).When unspecified, the pre-
+            filter phase is executed if any of these conditions is met:the request
+            targets more than 128 shards;the request targets one or more read-only
+            index;the primary sort of the query targets an indexed field.
+        :arg preference: Nodes and shards used for the search.By
+            default, Opensearch selects from eligible nodes and shards using
+            adaptive replica selection, accounting for allocation awareness. Valid
+            values are:`_only_local` to run the search only on shards on the local
+            node;`_local` to, if possible, run the search on shards on the local
+            node, or if not, select shards using the default
+            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
+            specified nodes IDs, where, if suitable shards exist on more than one
+            selected node, use shards on those nodes using the default method, or if
+            none of the specified nodes are available, select shards from any
+            available node using the default method;`_prefer_nodes:<node-id>,<node-
+            id>` to if possible, run the search on the specified nodes IDs, or if
+            not, select shards using the default method;`_shards:<shard>,<shard>` to
+            run the search only on the specified shards;`<custom-string>` (any
+            string that does not start with `_`) to route searches with the same
+            `<custom-string>` to the same shards in the same order. Default is
+            random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax using query
+            parameter search.Query parameter searches do not support the full
+            Opensearch Query DSL but are handy for testing.
+        :arg request_cache: If `true`, the caching of search results is
+            enabled for requests where `size` is `0`.Defaults to index level
+            settings.
+        :arg rest_total_hits_as_int: Indicates whether `hits.total`
+            should be rendered as an integer or an object in the rest search
+            response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+            See Scroll search results.By default, this value cannot exceed `1d` (24
+            hours).You can change this limit using the `search.max_keep_alive`
+            cluster-level setting.
+        :arg search_pipeline: Customizable sequence of processing stages
+            applied to search queries.
+        :arg search_type: How distributed term frequencies are
+            calculated for relevance scoring. Valid choices are query_then_fetch,
+            dfs_query_then_fetch.
+        :arg seq_no_primary_term: If `true`, returns sequence number and
+            primary term of the last modification of each hit.
+        :arg size: Defines the number of hits to return.By default, you
+            cannot page through more than 10,000 hits using the `from` and `size`
+            parameters.To page through more hits, use the `search_after` parameter.
+            Default is 10.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg stored_fields: A comma-separated list of stored fields to
+            return as part of a hit.If no fields are specified, no stored fields are
+            included in the response.If this field is specified, the `_source`
+            parameter defaults to `false`.You can pass `_source: true` to return
+            both source fields and stored fields in the search response.
+        :arg suggest_field: Specifies which field to use for
+            suggestions.
+        :arg suggest_mode: Specifies the suggest mode.This parameter can
+            only be used when the `suggest_field` and `suggest_text` query string
+            parameters are specified. Valid choices are missing, popular, always.
+        :arg suggest_size: Number of suggestions to return.This
+            parameter can only be used when the `suggest_field` and `suggest_text`
+            query string parameters are specified.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.This parameter can only be used when the
+            `suggest_field` and `suggest_text` query string parameters are
+            specified.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.If set to
+            `0` (default), the query does not terminate early.
+        :arg timeout: Specifies the period of time to wait for a
+            response from each shard.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg track_scores: If `true`, calculate and return document
+            scores, even if the scores are not used for sorting.
+        :arg track_total_hits: Number of hits matching the query to
+            count accurately.If `true`, the exact number of hits is returned at the
+            cost of some performance.If `false`, the response does not include the
+            total number of hits matching the query.
+        :arg typed_keys: If `true`, aggregation and suggester names are
+            be prefixed by their respective types in the response.
+        :arg version: If `true`, returns document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    def search_shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the indices and shards that a search request would be
+        executed against.
+
+
+        :arg index: Returns the indices and shards that a search request
+            would be executed against.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "ccs_minimize_roundtrips",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "preference",
+        "pretty",
+        "profile",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "source",
+        "typed_keys",
+    )
+    def search_template(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to use the Mustache language to pre-render a search definition.
+
+
+        :arg body: The search definition template and its params
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (*).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
+            minimized for cross-cluster search requests. Default is True.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response includes additional
+            details about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: If `true`, specified concrete, expanded,
+            or aliased indices are not included in the response when throttled.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg profile: If `true`, the query execution is profiled.
+        :arg rest_total_hits_as_int: If true, hits.total are rendered as
+            an integer in the response. Default is false.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Specifies how long a consistent view of the
+            indexshould be maintained for scrolled search.
+        :arg search_type: The type of the search operation. Valid
+            choices are query_then_fetch, dfs_query_then_fetch.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg typed_keys: If `true`, the response prefixes aggregation
+            and suggester names with their respective types.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "template"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "field_statistics",
+        "fields",
+        "filter_path",
+        "human",
+        "offsets",
+        "payloads",
+        "positions",
+        "preference",
+        "pretty",
+        "realtime",
+        "routing",
+        "source",
+        "term_statistics",
+        "version",
+        "version_type",
+    )
+    def termvectors(
+        self,
+        index: Any,
+        body: Any = None,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information and statistics about terms in the fields of a particular
+        document.
+
+
+        :arg index: Name of the index that contains the document.
+        :arg body: Define parameters and or supply a document to get
+            termvectors for. See documentation.
+        :arg id: Unique identifier of the document.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg field_statistics: If `true`, the response includes the
+            document count, sum of document frequencies, and sum of total term
+            frequencies. Default is True.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.Used as the default list unless a
+            specific field list is provided in the `completion_fields` or
+            `fielddata_fields` parameters.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg offsets: If `true`, the response includes term offsets.
+            Default is True.
+        :arg payloads: If `true`, the response includes term payloads.
+            Default is True.
+        :arg positions: If `true`, the response includes term positions.
+            Default is True.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg realtime: If true, the request is real-time as opposed to
+            near-real-time. Default is True.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg term_statistics: If `true`, the response includes term
+            frequency and document frequency. Default is false.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg version_type: Specific version type. Valid choices are
+            internal, external, external_gte, force.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        path = _make_path(index, "_termvectors", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "lang",
+        "pretty",
+        "refresh",
+        "require_alias",
+        "retry_on_conflict",
+        "routing",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def update(
+        self,
+        index: Any,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a document with a script or partial document.
+
+
+        :arg index: The name of the index
+        :arg id: Document ID
+        :arg body: The request definition requires either `script` or
+            partial `doc`
+        :arg _source: Set to false to disable source retrieval. You can
+            also specify a comma-separatedlist of the fields you want to retrieve.
+        :arg _source_excludes: Specify the source fields you want to
+            exclude.
+        :arg _source_includes: Specify the source fields you want to
+            retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg lang: The script language. Default is painless.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg refresh: If 'true', Opensearch refreshes the affected
+            shards to make this operationvisible to search, if 'wait_for' then wait
+            for a refresh to make this operationvisible to search, if 'false' do
+            nothing with refreshes. Valid choices are true, false, wait_for.
+        :arg require_alias: If true, the destination must be an index
+            alias. Default is false.
+        :arg retry_on_conflict: Specify how many times should the
+            operation be retried when a conflict occurs. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for dynamic mapping updates and
+            active shards.This guarantees Opensearch waits for at least the timeout
+            before failing.The actual wait time could be longer, particularly when
+            multiple waits occur.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operations.Set to 'all' or any
+            positive integer up to the total number of shards in the
+            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
+            Valid choices are all, index-setting.
+        """
+        for param in (index, id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        path = _make_path(index, "_update", id)
+
+        return self.transport.perform_request(
+            "POST", path, params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "conflicts",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "max_docs",
+        "pipeline",
+        "preference",
+        "pretty",
+        "q",
+        "refresh",
+        "request_cache",
+        "requests_per_second",
+        "routing",
+        "scroll",
+        "scroll_size",
+        "search_timeout",
+        "search_type",
+        "size",
+        "slices",
+        "sort",
+        "source",
+        "stats",
+        "terminate_after",
+        "timeout",
+        "version",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def update_by_query(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs an update on every document in the index without changing the source,
+        for example to pick up a mapping change.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg body: The search definition using the Query DSL
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.For example, a request targeting `foo*,bar*`
+            returns an error if an index starts with `foo` but no index starts with
+            `bar`.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.
+        :arg conflicts: What to do if update by query hits version
+            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg max_docs: Maximum number of documents to process.Defaults
+            to all documents.
+        :arg pipeline: ID of the pipeline to use to preprocess incoming
+            documents.If the index has a default ingest pipeline specified, then
+            setting the value to `_none` disables the default ingest pipeline for
+            this request.If a final pipeline is configured it will always run,
+            regardless of the value of this parameter.
+        :arg preference: Specifies the node or shard the operation
+            should be performed on.Random by default. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg refresh: If `true`, Opensearch refreshes affected shards to
+            make the operation visible to search.
+        :arg request_cache: If `true`, the request cache is used for
+            this request.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second. Default is 0.
+        :arg routing: Custom value used to route operations to a
+            specific shard.
+        :arg scroll: Period to retain the search context for scrolling.
+        :arg scroll_size: Size of the scroll request that powers the
+            operation. Default is 100.
+        :arg search_timeout: Explicit timeout for each search request.
+        :arg search_type: The type of the search operation. Available
+            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg size: Deprecated, please use `max_docs` instead.
+        :arg slices: The number of slices this task should be divided
+            into. Valid choices are auto.
+        :arg sort: A comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific `tag` of the request for logging and
+            statistical purposes.
+        :arg terminate_after: Maximum number of documents to collect for
+            each shard.If a query reaches this limit, Opensearch terminates the
+            query early.Opensearch collects documents before sorting.Use with
+            caution.Opensearch applies this parameter to each shard handling the
+            request.When possible, let Opensearch perform early termination
+            automatically.Avoid specifying this parameter for requests that target
+            data streams with backing indices across multiple data tiers.
+        :arg timeout: Period each update request waits for the following
+            operations: dynamic mapping updates, waiting for active shards.
+        :arg version: If `true`, returns the document version as part of
+            a hit.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is True.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_update_by_query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
+    )
+    def update_by_query_rethrottle(
+        self,
+        task_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the number of requests per second for a particular Update By Query
+        operation.
+
+
+        :arg task_id: The ID for the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg requests_per_second: The throttle for this request in sub-
+            requests per second.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if task_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'task_id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_update_by_query", task_id, "_rethrottle"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_script_context(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all script contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_script_context", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_script_languages(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns available script types, languages and contexts.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_script_language", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_partial_pit_creation",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "keep_alive",
+        "preference",
+        "pretty",
+        "routing",
+        "source",
+    )
+    def create_pit(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates point in time context.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_partial_pit_creation: Allow if point in time can be
+            created with partial failures.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg keep_alive: Specify the keep alive for point in time.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_search", "point_in_time"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_pit(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes one or more point in time searches based on the IDs passed.
+
+
+        :arg body: The point-in-time ids to be deleted
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_search/point_in_time",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_all_pits(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point in time searches.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_search/point_in_time/_all", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
new file mode 100644
index 000000000..006ae3131
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
@@ -0,0 +1,144 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, query_params
+
+
+@query_params()
+def list_all_point_in_time(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Returns the list of active point in times searches
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'get_all_pits' API instead.
+
+    """
+    warnings.warn(
+        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.get_all_pits(params=params, headers=headers)
+
+
+@query_params(
+    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
+)
+def create_point_in_time(
+    self: Any, index: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    Create a point in time that can be used in subsequent searches
+
+
+    :arg index: A comma-separated list of index names to open point
+        in time; use `_all` or empty string to perform the operation on all
+        indices
+    :arg expand_wildcards: Whether to expand wildcard expression to
+        concrete indices that are open, closed or both.  Valid choices: open,
+        closed, hidden, none, all  Default: open
+    :arg ignore_unavailable: Whether specified concrete indices
+        should be ignored when unavailable (missing or closed)
+    :arg keep_alive: Specific the time to live for the point in time
+    :arg preference: Specify the node or shard the operation should
+        be performed on (default: random)
+    :arg routing: Specific routing value
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'create_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.create_pit(index=index, params=params, headers=headers)
+
+
+@query_params()
+def delete_point_in_time(
+    self: Any,
+    body: Any = None,
+    all: bool = False,
+    params: Any = None,
+    headers: Any = None,
+) -> Any:
+    """
+    Delete a point in time
+
+
+    :arg body: a point-in-time id to delete
+    :arg all: set it to `True` to delete all alive point in time.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'delete_all_pits' or 'delete_pit' API instead.
+
+    """
+    warnings.warn(
+        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
+        DeprecationWarning,
+    )
+
+    if all:
+        return self.delete_all_pits(params=params, headers=headers)
+    else:
+        return self.delete_pit(body=body, params=params, headers=headers)
+
+
+@query_params()
+def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
+    """
+    Checks to see if the Security plugin is up and running.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'health' API instead.
+
+    """
+    warnings.warn(
+        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
+        DeprecationWarning,
+    )
+
+    return self.health(params=params, headers=headers)
+
+
+@query_params()
+def update_audit_config(
+    self: Any, body: Any, params: Any = None, headers: Any = None
+) -> Any:
+    """
+    A PUT call updates the audit configuration.
+
+    .. warning::
+
+        This API will be removed in a future version.
+        Use 'update_audit_configuration' API instead.
+
+    """
+    warnings.warn(
+        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
+        DeprecationWarning,
+    )
+
+    if body in SKIP_IN_PATH:
+        raise ValueError("Empty value passed for a required argument 'body'.")
+
+    return self.update_audit_configuration(params=params, headers=headers, body=body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
new file mode 100644
index 000000000..ff90d0618
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
@@ -0,0 +1,1403 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class CatClient(NamespacedClient):
+    @query_params(
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def aliases(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows information about currently configured aliases to indices including
+        filter and routing infos.
+
+
+        :arg name: A comma-separated list of aliases to retrieve.
+            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
+            or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def all_pit_segments(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Lists all active point-in-time segments.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def allocation(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a snapshot of how many shards are allocated to each data node and how
+        much disk space they are using.
+
+
+        :arg node_id: Comma-separated list of node identifiers or names
+            used to limit the returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "allocation", node_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def cluster_manager(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/cluster_manager", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def count(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides quick access to the document count of the entire cluster, or
+        individual indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "count", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def fielddata(
+        self,
+        fields: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Shows how much heap memory is currently being used by fielddata on every data
+        node in the cluster.
+
+
+        :arg fields: Comma-separated list of fields used to limit
+            returned information.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "fielddata", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "ts",
+        "v",
+    )
+    def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster health.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
+            Default is True.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/health", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
+    )
+    def help(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns help for the Cat APIs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "health",
+        "help",
+        "human",
+        "include_unloaded_segments",
+        "local",
+        "master_timeout",
+        "pretty",
+        "pri",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def indices(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about indices: number of primaries and replicas, document
+        counts, disk size, ...
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: The type of index that wildcard patterns
+            can match. Valid choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg health: The health status used to limit returned indices.
+            By default, the response includes indices of any health status. Valid
+            choices are green, yellow, red.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg pri: If true, the response only includes information from
+            primary shards. Default is false.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit used to display time values. Valid choices
+            are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def master(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the cluster-manager node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        from warnings import warn
+
+        warn(
+            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
+        )
+        return self.transport.perform_request(
+            "GET", "/_cat/master", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def nodeattrs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about custom node attributes.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/nodeattrs", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "full_id",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def nodes(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic statistics about performance of cluster nodes.
+
+
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg full_id: If `true`, return the full node ID. If `false`,
+            return the shortened node ID. Default is false.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local (Deprecated: This parameter does not cause this API
+            to act locally.): Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/nodes", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a concise representation of the cluster pending tasks.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def pit_segments(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List segments for one or several PITs.
+
+
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def plugins(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about installed plugins across nodes node.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/plugins", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "bytes",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about index shard recoveries, both on-going completed.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def repositories(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about snapshot repositories registered in the cluster.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/repositories", params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "allow_no_indices",
+        "bytes",
+        "completed_only",
+        "detailed",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "pretty",
+        "s",
+        "shards",
+        "source",
+        "time",
+        "timeout",
+        "v",
+    )
+    def segment_replication(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about both on-going and latest completed Segment
+        Replication events.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names to limit the returned information.
+        :arg active_only: If `true`, the response only includes ongoing
+            segment replication events. Default is false.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg bytes: The unit in which to display byte values. Valid
+            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg completed_only: If `true`, the response only includes
+            latest completed segment replication events. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about segment replications. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg shards: Comma-separated list of shards to display.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg timeout: Operation timeout.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "segment_replication", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about the segments in the shards of an index.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "bytes",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def shards(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides a detailed view of shard allocation on nodes.
+
+
+        :arg index: A comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg bytes: The unit used to display byte values. Valid choices
+            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "size",
+        "source",
+        "v",
+    )
+    def thread_pool(
+        self,
+        thread_pool_patterns: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster-wide thread pool statistics per node. By default the active,
+        queue and rejected statistics are returned for all thread pools.
+
+
+        :arg thread_pool_patterns: A comma-separated list of thread pool
+            names used to limit the request. Accepts wildcard expressions.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg size: The multiplier in which to display values.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "thread_pool", thread_pool_patterns),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def snapshots(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all snapshots in a specific repository.
+
+
+        :arg repository: A comma-separated list of snapshot repositories
+            used to limit the request. Accepts wildcard expressions. `_all` returns
+            all repositories. If any repository fails during the request, Opensearch
+            returns an error.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `true`, the response does not
+            include information from unavailable snapshots. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cat", "snapshots", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "s",
+        "source",
+        "time",
+        "v",
+    )
+    def tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the tasks currently executing on one or more nodes in
+        the cluster.
+
+
+        :arg actions: The task action names, which are used to limit the
+            response.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: The parent task identifier, which is used
+            to limit the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg time: The unit in which to display time values. Valid
+            choices are nanos, micros, ms, s, m, h, d.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cat/tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "format",
+        "h",
+        "help",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "s",
+        "source",
+        "v",
+    )
+    def templates(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about existing templates.
+
+
+        :arg name: The name of the template to return. Accepts wildcard
+            expressions. If omitted, all templates are returned.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg format: A short version of the Accept header, e.g. json,
+            yaml.
+        :arg h: Comma-separated list of column names to display.
+        :arg help: Return help information. Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg s: Comma-separated list of column names or column aliases
+            to sort by.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg v: Verbose mode. Display column headers. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
new file mode 100644
index 000000000..091bb5e9d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
@@ -0,0 +1,41 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Optional, Type
+
+from opensearchpy.client.utils import _normalize_hosts
+from opensearchpy.transport import Transport
+
+
+class Client(object):
+    """
+    A generic async OpenSearch client.
+    """
+
+    def __init__(
+        self,
+        hosts: Optional[str] = None,
+        transport_class: Type[Transport] = Transport,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of nodes, or a single node, we should connect to.
+            Node should be a dictionary ({"host": "localhost", "port": 9200}),
+            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
+            class as kwargs, or a string in the format of ``host[:port]`` which will be
+            translated to a dictionary automatically.  If no value is given the
+            :class:`~opensearchpy.Connection` class defaults will be used.
+
+        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
+
+        :arg kwargs: any additional arguments will be passed on to the
+            :class:`~opensearchpy.Transport` class and, subsequently, to the
+            :class:`~opensearchpy.Connection` instances.
+        """
+        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
new file mode 100644
index 000000000..159aea492
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
@@ -0,0 +1,1029 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class ClusterClient(NamespacedClient):
+    @query_params(
+        "awareness_attribute",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "level",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_events",
+        "wait_for_no_initializing_shards",
+        "wait_for_no_relocating_shards",
+        "wait_for_nodes",
+        "wait_for_status",
+    )
+    def health(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns basic information about the health of the cluster.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported. To target all data streams and indices in a cluster, omit
+            this parameter or use `_all` or `*`.
+        :arg awareness_attribute: The awareness attribute for which the
+            health is required.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg level: Can be one of cluster, indices or shards. Controls
+            the details level of the health information returned. Valid choices are
+            cluster, indices, shards, awareness_attributes.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: A number controlling to how many
+            active shards to wait for, all to wait for all shards in the cluster to
+            be active, or 0 to not wait. Valid choices are all, index-setting.
+        :arg wait_for_events: Can be one of immediate, urgent, high,
+            normal, low, languid. Wait until all currently queued events with the
+            given priority are processed. Valid choices are immediate, urgent, high,
+            normal, low, languid.
+        :arg wait_for_no_initializing_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard initializations. Defaults to false, which means it will
+            not wait for initializing shards.
+        :arg wait_for_no_relocating_shards: A boolean value which
+            controls whether to wait (until the timeout provided) for the cluster to
+            have no shard relocations. Defaults to false, which means it will not
+            wait for relocating shards.
+        :arg wait_for_nodes: The request waits until the specified
+            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
+            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
+            notation.
+        :arg wait_for_status: One of green, yellow or red. Will wait
+            (until the timeout provided) until the status of the cluster changes to
+            the one provided or better, i.e. green > yellow > red. By default, will
+            not wait for any status. Valid choices are green, yellow, red.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "health", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def pending_tasks(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of any cluster-level changes (e.g. create index, update mapping,
+        allocate or fail shard) which have not yet been executed.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cluster/pending_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_metadata_version",
+        "wait_for_timeout",
+    )
+    def state(
+        self,
+        metric: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a comprehensive information about the state of the cluster.
+
+
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_metadata_version: Wait for the metadata version to
+            be equal or greater than the specified metadata version
+        :arg wait_for_timeout: The maximum time to wait for
+            wait_for_metadata_version before timing out
+        """
+        if index and metric in SKIP_IN_PATH:
+            metric = "_all"
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "state", metric, index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def stats(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns high-level overview of cluster statistics.
+
+
+        :arg node_id: Comma-separated list of node filters used to limit
+            returned information. Defaults to all nodes in the cluster.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for each node to respond.If a node
+            does not respond before its timeout expires, the response does not
+            include its stats.However, timed out nodes are included in the
+            response’s `_nodes.failed` property. Defaults to no timeout.
+        """
+        return self.transport.perform_request(
+            "GET",
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "explain",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "metric",
+        "pretty",
+        "retry_failed",
+        "source",
+        "timeout",
+    )
+    def reroute(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to manually change the allocation of individual shards in the cluster.
+
+
+        :arg body: The definition of `commands` to perform (`move`,
+            `cancel`, `allocate`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If true, then the request simulates the operation
+            only and returns the resulting state.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg explain: If true, then the response contains an explanation
+            of why the commands can or cannot be executed.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg metric: Limits the information returned to the specified
+            metrics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg retry_failed: If true, then retries allocation of shards
+            that are blocked due to too many subsequent allocation failures.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "include_defaults",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def get_settings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns cluster settings.
+
+
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_defaults: If `true`, returns default cluster
+            settings from the local node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET", "/_cluster/settings", params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_settings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster settings.
+
+
+        :arg body: The settings to be updated. Can be either `transient`
+            or `persistent` (survives cluster restart).
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def remote_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the information about configured remote clusters.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "include_disk_info",
+        "include_yes_decisions",
+        "pretty",
+        "source",
+    )
+    def allocation_explain(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides explanations for shard allocations in the cluster.
+
+
+        :arg body: The index, shard, and primary flag to explain. Empty
+            means 'explain the first unassigned shard'
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_disk_info: If true, returns information about disk
+            usage and shard sizes. Default is false.
+        :arg include_yes_decisions: If true, returns YES decisions in
+            explanation. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_cluster/allocation/explain",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a component template.
+
+
+        :arg name: Name of the component template to delete. Wildcard
+            (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_component_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns one or more component templates.
+
+
+        :arg name: Name of the component template to retrieve. Wildcard
+            (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only.If `false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_component_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a component template.
+
+
+        :arg name: Name of the component template to create. Opensearch
+            includes the following built-in component templates: `logs-mappings`;
+            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
+            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
+            to configure backing indices for its data streams. If you use Opensearch
+            Agent and want to overwrite one of these templates, set the `version`
+            for your replacement template higher than the current version. If you
+            don’t use Opensearch Agent and want to disable all built-in component
+            and index templates, set `stack.templates.enabled` to `false` using the
+            cluster update settings API.
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing component templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_component_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular component template exist.
+
+
+        :arg name: Name of the component template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only.Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD",
+            _make_path("_component_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
+    )
+    def delete_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears cluster voting config exclusions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_removal: Specifies whether to wait for all
+            excluded nodes to be removed from thecluster before clearing the voting
+            configuration exclusions list.Defaults to true, meaning that all
+            excluded nodes must be removed fromthe cluster before this API takes any
+            action. If set to false then thevoting configuration exclusions list is
+            cleared even if some excludednodes are still in the cluster. Default is
+            True.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_cluster/voting_config_exclusions",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "node_ids",
+        "node_names",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def post_voting_config_exclusions(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the cluster voting config exclusions by node ids or node names.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg node_ids: A comma-separated list of the persistent ids of
+            the nodes to excludefrom the voting configuration. If specified, you may
+            not also specify node_names.
+        :arg node_names: A comma-separated list of the names of the
+            nodes to exclude from thevoting configuration. If specified, you may not
+            also specify node_ids.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: When adding a voting configuration exclusion, the
+            API waits for thespecified nodes to be excluded from the voting
+            configuration beforereturning. If the timeout expires before the
+            appropriate conditionis satisfied, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_decommission_awareness(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete any existing decommission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_weighted_routing(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete weighted shard routing weights.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            "/_cluster/routing/awareness/weights",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get details and status of decommissioned attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if awareness_attribute_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'awareness_attribute_name'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                "_status",
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Fetches weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def put_decommission_awareness(
+        self,
+        awareness_attribute_name: Any,
+        awareness_attribute_value: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Decommissions an awareness attribute.
+
+
+        :arg awareness_attribute_name: Awareness attribute name.
+        :arg awareness_attribute_value: Awareness attribute value.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (awareness_attribute_name, awareness_attribute_value):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(
+                "_cluster",
+                "decommission",
+                "awareness",
+                awareness_attribute_name,
+                awareness_attribute_value,
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def put_weighted_routing(
+        self,
+        attribute: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates weighted shard routing weights.
+
+
+        :arg attribute: Awareness attribute name.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if attribute in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'attribute'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
new file mode 100644
index 000000000..bee5c3f14
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
@@ -0,0 +1,165 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class DanglingIndicesClient(NamespacedClient):
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to delete
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_dangling", index_uuid),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "accept_data_loss",
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def import_dangling_index(
+        self,
+        index_uuid: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Imports the specified dangling index.
+
+
+        :arg index_uuid: The UUID of the dangling index
+        :arg accept_data_loss: Must be set to true in order to import
+            the dangling index
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if index_uuid in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_dangling_indices(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns all dangling indices.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_dangling", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
new file mode 100644
index 000000000..7bf0deee0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class FeaturesClient(NamespacedClient):
+    @query_params("master_timeout", "cluster_manager_timeout")
+    def get_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets a list of features which can be included in snapshots using the
+        feature_states field when creating a snapshot
+
+
+        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
+            to master node
+        :arg cluster_manager_timeout: Explicit operation timeout for connection
+            to cluster_manager node
+        """
+        return self.transport.perform_request(
+            "GET", "/_features", params=params, headers=headers
+        )
+
+    @query_params()
+    def reset_features(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Resets the internal state of features, usually by deleting system indices
+
+
+        .. warning::
+
+            This API is **experimental** so may include breaking changes
+            or be removed in a future version
+        """
+        return self.transport.perform_request(
+            "POST", "/_features/_reset", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
new file mode 100644
index 000000000..465a724cc
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
@@ -0,0 +1,128 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Mapping, Optional
+
+from .client import Client
+from .utils import NamespacedClient
+
+
+class HttpClient(NamespacedClient):
+    def __init__(self, client: Client) -> None:
+        super(HttpClient, self).__init__(client)
+
+    def get(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a GET request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "GET", url=url, headers=headers, params=params, body=body
+        )
+
+    def head(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a HEAD request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "HEAD", url=url, headers=headers, params=params, body=body
+        )
+
+    def post(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a POST request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "POST", url=url, headers=headers, params=params, body=body
+        )
+
+    def delete(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a DELETE request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "DELETE", url=url, headers=headers, params=params, body=body
+        )
+
+    def put(
+        self,
+        url: str,
+        headers: Optional[Mapping[str, Any]] = None,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+    ) -> Any:
+        """
+        Perform a PUT request and return the data.
+
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        return self.transport.perform_request(
+            "PUT", url=url, headers=headers, params=params, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
new file mode 100644
index 000000000..6d07837b3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
@@ -0,0 +1,2766 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndicesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def analyze(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the analysis process on a text and return the tokens breakdown of the
+        text.
+
+
+        :arg body: Define analyzer/tokenizer parameters and the text on
+            which the analysis should be performed
+        :arg index: The name of the index to scope the operation.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_analyze"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    def refresh(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the refresh operation in one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_refresh"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "force",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "wait_if_ongoing",
+    )
+    def flush(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the flush operation on one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to flush. Supports wildcards (`*`). To flush all data streams
+            and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg force: If `true`, the request forces a flush even if there
+            are no changes to commit to the index.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_if_ongoing: If `true`, the flush operation blocks
+            until execution when another flush operation is running.If `false`,
+            Opensearch returns an error if you request a flush when another flush
+            operation is running. Default is True.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_flush"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def create(
+        self,
+        index: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates an index with optional settings and mappings.
+
+
+        :arg index: Name of the index you wish to create.
+        :arg body: The configuration for the index (`settings` and
+            `mappings`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation. Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "PUT", _make_path(index), params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def clone(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones an index.
+
+
+        :arg index: Name of the source index to clone.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_clone", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            index aliases used to limit the request. Wildcard expressions (*) are
+            supported.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _all value targets onlymissing
+            or closed indices. This behavior applies even if the request targets
+            other open indices. For example,a request targeting foo*,bar* returns an
+            error if an index starts with foo but no index starts with bar. Default
+            is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard expressions
+            can match. If the request can target data streams, this
+            argumentdetermines whether wildcard expressions match hidden data
+            streams. Supports comma-separated values,such as open,hidden. Valid
+            choices are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, requests that target a
+            missing index return an error. Default is false.
+        :arg include_defaults: If true, return all default settings in
+            the response. Default is false.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def open(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Opens an index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). By default,
+            you must explicitly name the indices you using to limit the request. To
+            limit a request using `_all`, `*`, or other wildcard expressions, change
+            the `action.destructive_requires_name` setting to false. You can update
+            this setting in the `opensearch.yml` file or using the cluster update
+            settings API.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_open"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def close(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Closes an index.
+
+
+        :arg index: Comma-separated list or wildcard expression of index
+            names used to limit the request.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_close"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index.
+
+
+        :arg index: Comma-separated list of indices to delete. You
+            cannot specify index aliases. By default, this parameter does not
+            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
+            `action.destructive_requires_name` cluster setting to `false`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    def exists(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index exists.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases. Supports wildcards (`*`).
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index. Default is false.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "write_index_only",
+    )
+    def put_mapping(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index mappings.
+
+
+        :arg body: The mapping definition
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg write_index_only: If `true`, the mappings are applied only
+            to the current write index for the target. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        if index in SKIP_IN_PATH:
+            index = "_all"
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_mapping"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_mapping(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mappings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_mapping"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "pretty",
+        "source",
+    )
+    def get_field_mapping(
+        self,
+        fields: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns mapping for one or more fields.
+
+
+        :arg fields: Comma-separated list or wildcard expression of
+            fields used to limit returned information.
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if fields in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'fields'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path(index, "_mapping", "field", fields),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_alias(
+        self,
+        index: Any,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices to
+            add. Supports wildcards (`*`). Wildcard patterns that match both data
+            streams and indices return an error.
+        :arg name: Alias to update. If the alias doesn’t exist, the
+            request creates it. Index alias names support date math.
+        :arg body: The settings for the alias, such as `routing` or
+            `filter`
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_alias", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    def exists_alias(
+        self,
+        name: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular alias exists.
+
+
+        :arg name: Comma-separated list of aliases to check. Supports
+            wildcards (`*`).
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, requests that include a
+            missing data stream or index in the target indices or data streams
+            return an error.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "local",
+        "pretty",
+        "source",
+    )
+    def get_alias(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`). To target all data
+            streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list of aliases to retrieve. Supports
+            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
+            or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def update_aliases(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates index aliases.
+
+
+        :arg body: The definition of `actions` to perform
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_aliases", params=params, headers=headers, body=body
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_alias(
+        self,
+        index: Any,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an alias.
+
+
+        :arg index: Comma-separated list of data streams or indices used
+            to limit the request. Supports wildcards (`*`).
+        :arg name: Comma-separated list of aliases to remove. Supports
+            wildcards (`*`). To remove all aliases, use `*` or `_all`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (index, name):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "order",
+        "pretty",
+        "source",
+    )
+    def put_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: The name of the template
+        :arg body: The template definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns an error.
+        :arg order: Order in which Opensearch applies this template if
+            indexmatches multiple templates.Templates with lower 'order' values are
+            merged first. Templates with higher'order' values are merged later,
+            overriding templates with lower values.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: The comma separated names of the index templates
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Comma-separated list of index template names used to
+            limit the request. Wildcard (`*`) expressions are supported. To return
+            all index templates, omit this parameter or use a value of `_all` or
+            `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: The name of the legacy index template to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "include_defaults",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_settings(
+        self,
+        index: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns settings for one or more indices.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg name: Comma-separated list or wildcard expression of
+            settings to retrieve.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with foo but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg include_defaults: If `true`, return all default settings in
+            the response. Default is false.
+        :arg local: If `true`, the request retrieves information from
+            the local node only. If`false`, information is retrieved from the master
+            node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_settings", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "preserve_existing",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_settings(
+        self,
+        body: Any,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the index settings.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, indexalias, or `_all` value targets only
+            missing or closed indices. Thisbehavior applies even if the request
+            targets other open indices. Forexample, a request targeting `foo*,bar*`
+            returns an error if an indexstarts with `foo` but no index starts with
+            `bar`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can targetdata streams, this argument determines
+            whether wildcard expressions matchhidden data streams. Supports comma-
+            separated values, such as`open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If `true`, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response isreceived before the timeout
+            expires, the request fails and returns anerror.
+        :arg preserve_existing: If `true`, existing index settings
+            remain unchanged. Default is false.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "forbid_closed_indices",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "include_unloaded_segments",
+        "level",
+        "pretty",
+        "source",
+    )
+    def stats(
+        self,
+        index: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in an index.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg metric: Limit the information returned the specific
+            metrics.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams, this argumentdetermines
+            whether wildcard expressions match hidden data streams. Supports comma-
+            separated values,such as `open,hidden`. Valid choices are all, open,
+            closed, hidden, none.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg forbid_closed_indices: If true, statistics are not
+            collected from closed indices. Default is True.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg include_unloaded_segments: If true, the response includes
+            information from segments that are not loaded into memory. Default is
+            false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def segments(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides low-level information about segments in a Lucene index.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the request returns a verbose response.
+            Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_segments"), params=params, headers=headers
+        )
+
+    @query_params(
+        "all_shards",
+        "allow_no_indices",
+        "analyze_wildcard",
+        "analyzer",
+        "default_operator",
+        "df",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "lenient",
+        "pretty",
+        "q",
+        "rewrite",
+        "source",
+    )
+    def validate_query(
+        self,
+        body: Any = None,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows a user to validate a potentially expensive query without executing it.
+
+
+        :arg body: The query definition specified with the Query DSL
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases to search. Supports wildcards (`*`). To search all data streams
+            or indices, omit this parameter or use `*` or `_all`.
+        :arg all_shards: If `true`, the validation is executed on all
+            shards instead of one random shard per index.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg analyze_wildcard: If `true`, wildcard and prefix queries
+            are analyzed. Default is false.
+        :arg analyzer: Analyzer to use for the query string.This
+            parameter can only be used when the `q` query string parameter is
+            specified.
+        :arg default_operator: The default operator for query string
+            query: `AND` or `OR`. Valid choices are and, or.
+        :arg df: Field to use as default where no field prefix is given
+            in the query string.This parameter can only be used when the `q` query
+            string parameter is specified.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg explain: If `true`, the response returns detailed
+            information if an error has occurred.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg lenient: If `true`, format-based query failures (such as
+            providing text to a numeric field) in the query string will be ignored.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg rewrite: If `true`, returns a more detailed explanation
+            showing the actual Lucene query that will be executed.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(index, "_validate", "query"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "fielddata",
+        "fields",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "query",
+        "request",
+        "source",
+    )
+    def clear_cache(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clears all or specific caches for one or more indices.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: If `false`, the request returns an error
+            if any wildcard expression, index alias, or `_all` value targets only
+            missing or closed indices.This behavior applies even if the request
+            targets other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg fielddata: If `true`, clears the fields cache.Use the
+            `fields` parameter to clear the cache of specific fields only.
+        :arg fields: Comma-separated list of field names used to limit
+            the `fielddata` parameter.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If `false`, the request returns an
+            error if it targets a missing or closed index.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg query: If `true`, clears the query cache.
+        :arg request: If `true`, clears the request cache.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
+        )
+
+    @query_params(
+        "active_only",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def recovery(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about ongoing index shard recoveries.
+
+
+        :arg index: Comma-separated list of data streams, indices, and
+            aliases used to limit the request. Supports wildcards (`*`). To target
+            all data streams and indices, omit this parameter or use `*` or `_all`.
+        :arg active_only: If `true`, the response only includes ongoing
+            shard recoveries. Default is false.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_recovery"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "only_ancient_segments",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg only_ancient_segments: If true, only ancient (an older
+            Lucene major release) segments will be upgraded.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+    )
+    def get_upgrade(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        The _upgrade API is no longer useful and will be removed.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "pretty",
+        "source",
+        "status",
+    )
+    def shard_stores(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides store information for shard copies of indices.
+
+
+        :arg index: List of data streams, indices, and aliases used to
+            limit the request.
+        :arg allow_no_indices: If false, the request returns an error if
+            any wildcard expression, index alias, or _allvalue targets only missing
+            or closed indices. This behavior applies even if the requesttargets
+            other open indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match. If the request can target data streams,this argument determines
+            whether wildcard expressions match hidden data streams. Valid choices
+            are all, open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If true, missing or closed indices are
+            not included in the response.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg status: List of shard health statuses used to limit the
+            request.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "flush",
+        "human",
+        "ignore_unavailable",
+        "max_num_segments",
+        "only_expunge_deletes",
+        "pretty",
+        "primary_only",
+        "source",
+        "wait_for_completion",
+    )
+    def forcemerge(
+        self,
+        index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Performs the force merge operation on one or more indices.
+
+
+        :arg index: A comma-separated list of index names; use `_all` or
+            empty string to perform the operation on all indices
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flush: Specify whether the index should be flushed after
+            performing the operation. Default is True.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg max_num_segments: The number of larger segments into which
+            smaller segments are merged.Set this parameter to 1 to merge all
+            segments into one segment.The default behavior is to perform the merge
+            as necessary.
+        :arg only_expunge_deletes: Specify whether the operation should
+            only expunge deleted documents
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg primary_only: Specify whether the operation should only
+            perform on primary shards. Defaults to false. Default is false.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request wait until the
+            force merge is completed. Default is True.
+        """
+        return self.transport.perform_request(
+            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def shrink(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allow to shrink an existing index into a new index with fewer primary shards.
+
+
+        :arg index: Name of the source index to shrink.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_shrink", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "copy_settings",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "task_execution_timeout",
+        "timeout",
+        "wait_for_active_shards",
+        "wait_for_completion",
+    )
+    def split(
+        self,
+        index: Any,
+        target: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows you to split an existing index into a new index with more primary
+        shards.
+
+
+        :arg index: Name of the source index to split.
+        :arg target: Name of the target index to create.
+        :arg body: The configuration for the target index (`settings`
+            and `aliases`)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg copy_settings: whether or not to copy settings from the
+            source index. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg task_execution_timeout: Explicit task execution timeout,
+            only useful when wait_for_completion is false, defaults to 1h.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to `all` or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is True.
+        """
+        for param in (index, target):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path(index, "_split", target),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "dry_run",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_active_shards",
+    )
+    def rollover(
+        self,
+        alias: Any,
+        body: Any = None,
+        new_index: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates an alias to point to a new index when the existing index is considered
+        to be too large or too old.
+
+
+        :arg alias: Name of the data stream or index alias to roll over.
+        :arg body: The conditions that needs to be met for executing
+            rollover
+        :arg new_index: Name of the index to create. Supports date math.
+            Data streams do not support this parameter.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg dry_run: If `true`, checks whether the current index
+            satisfies the specified conditions but does not perform a rollover.
+            Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_active_shards: The number of shard copies that
+            must be active before proceeding with the operation.Set to all or any
+            positive integer up to the total number of shards in the index
+            (`number_of_replicas+1`). Valid choices are all, index-setting.
+        """
+        if alias in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'alias'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(alias, "_rollover", new_index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_data_stream(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a data stream.
+
+
+        :arg name: Name of the data stream, which must meet the
+            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
+            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
+            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
+            longer than 255 bytes. Multi-byte characters count towards this limit
+            faster.
+        :arg body: The data stream definition
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_data_stream", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_data_stream(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a data stream.
+
+
+        :arg name: Comma-separated list of data streams to delete.
+            Wildcard (`*`) expressions are supported.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes an index template.
+
+
+        :arg name: Name of the index template to delete. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def exists_index_template(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about whether a particular index template exists.
+
+
+        :arg name: Name of the index template to check existence of.
+            Wildcard (*) expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: Return settings in flat format. Default is
+            false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "HEAD", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_index_template(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns an index template.
+
+
+        :arg name: Name of the index template to retrieve. Wildcard (*)
+            expressions are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: If true, the request retrieves information from the
+            local node only. Defaults to false, which means information is retrieved
+            from the master node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_index_template", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def put_index_template(
+        self,
+        name: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates an index template.
+
+
+        :arg name: Index or template name
+        :arg body: The template definition
+        :arg cause: User defined reason for creating/updating the index
+            template. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, this request cannot replace or update
+            existing index templates. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Operation timeout for
+            connection to master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (name, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_index_template", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def simulate_index_template(
+        self,
+        name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate matching the given index name against the index templates in the
+        system.
+
+
+        :arg name: Index or template name to simulate
+        :arg body: New index template definition, which will be included
+            in the simulation, as if it already exists in the system
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If `true`, the template passed in the body is only
+            used if no existingtemplates match the same index patterns. If `false`,
+            the simulation usesthe template with the highest priority. Note that the
+            template is notpermanently added or updated in either case; it is only
+            used for thesimulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is receivedbefore the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate_index", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_data_stream(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns data streams.
+
+
+        :arg name: Comma-separated list of data stream names used to
+            limit the request. Wildcard (`*`) expressions are supported. If omitted,
+            all data streams are returned.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_data_stream", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "cause",
+        "cluster_manager_timeout",
+        "create",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def simulate_template(
+        self,
+        body: Any = None,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Simulate resolving the given template name or body.
+
+
+        :arg name: Name of the index template to simulate. To test a
+            template configuration before you add it to the cluster, omit this
+            parameter and specify the template configuration in the request body.
+        :arg cause: User defined reason for dry-run creating the new
+            template for simulation purposes. Default is false.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg create: If true, the template passed in the body is only
+            used if no existing templates match the same index patterns. If false,
+            the simulation uses the template with the highest priority. Note that
+            the template is not permanently added or updated in either case; it is
+            only used for the simulation. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_index_template", "_simulate", name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
+    )
+    def resolve_index(
+        self,
+        name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about any matching indices, aliases, and data streams.
+
+
+        :arg name: Comma-separated name(s) or index pattern(s) of the
+            indices, aliases, and data streams to resolve. Resources on remote
+            clusters can be specified using the `<cluster>`:`<name>` syntax.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Type of index that wildcard patterns can
+            match.If the request can target data streams, this argument determines
+            whether wildcard expressions match hidden data streams.Supports comma-
+            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
+            `closed`, `hidden`, `none`.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if name in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'name'.")
+
+        return self.transport.perform_request(
+            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
+        )
+
+    @query_params(
+        "allow_no_indices",
+        "cluster_manager_timeout",
+        "error_trace",
+        "expand_wildcards",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def add_block(
+        self,
+        index: Any,
+        block: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds a block to an index.
+
+
+        :arg index: A comma separated list of indices to add a block to
+        :arg block: The block to add (one of read, write, read_only or
+            metadata)
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified)
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed)
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Specify timeout for connection
+            to master
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        for param in (index, block):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT", _make_path(index, "_block", block), params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def data_streams_stats(
+        self,
+        name: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides statistics on operations happening in a data stream.
+
+
+        :arg name: Comma-separated list of data streams used to limit
+            the request. Wildcard expressions (`*`) are supported. To target all
+            data streams in a cluster, omit this parameter or use `*`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_data_stream", name, "_stats"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
new file mode 100644
index 000000000..14495bff7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
@@ -0,0 +1,256 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IngestClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_pipeline(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a pipeline.
+
+
+        :arg id: Comma-separated list of pipeline IDs to retrieve.
+            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
+            omit this parameter or use `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put_pipeline(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates a pipeline.
+
+
+        :arg id: ID of the ingest pipeline to create or update.
+        :arg body: The ingest definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_pipeline(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a pipeline.
+
+
+        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
+            to limit the request. To delete all ingest pipelines in a cluster, use a
+            value of `*`.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_ingest", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
+    def simulate(
+        self,
+        body: Any,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Allows to simulate a pipeline with example documents.
+
+
+        :arg body: The simulate definition
+        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
+            the request body, this parameter is required.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If `true`, the response includes output data for
+            each processor in the executed pipeline. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_ingest", "pipeline", id, "_simulate"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def processor_grok(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of the built-in patterns.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_ingest/processor/grok", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
new file mode 100644
index 000000000..7eff84acf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
@@ -0,0 +1,294 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import NamespacedClient, _make_path, query_params
+
+
+class NodesClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def reload_secure_settings(
+        self,
+        body: Any = None,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reloads secure settings.
+
+
+        :arg body: An object containing the password for the opensearch
+            keystore
+        :arg node_id: The names of particular nodes in the cluster to
+            target.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_nodes", node_id, "reload_secure_settings"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "flat_settings",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def info(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limits the information returned to the specific
+            metrics. Supports a comma-separated list, such as http,ingest.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg flat_settings: If true, returns settings in flat format.
+            Default is false.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
+        )
+
+    @query_params(
+        "completion_fields",
+        "error_trace",
+        "fielddata_fields",
+        "fields",
+        "filter_path",
+        "groups",
+        "human",
+        "include_segment_file_sizes",
+        "level",
+        "pretty",
+        "source",
+        "timeout",
+        "types",
+    )
+    def stats(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        index_metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns statistical information about nodes in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names used to
+            limit returned information.
+        :arg metric: Limit the information returned to the specified
+            metrics
+        :arg index_metric: Limit the information returned for indices
+            metric to the specific index metrics. It can be used only if indices (or
+            all) metric is specified.
+        :arg completion_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata and suggest statistics.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg fielddata_fields: Comma-separated list or wildcard
+            expressions of fields to include in fielddata statistics.
+        :arg fields: Comma-separated list or wildcard expressions of
+            fields to include in the statistics.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg groups: Comma-separated list of search groups to include in
+            the search statistics.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg include_segment_file_sizes: If true, the call reports the
+            aggregated disk usage of each one of the Lucene index files (only
+            applies if segment stats are requested). Default is false.
+        :arg level: Indicates whether statistics are aggregated at the
+            cluster, index, or shard level. Valid choices are cluster, indices,
+            shards.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg types: A comma-separated list of document types for the
+            indexing index metric.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "stats", metric, index_metric),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "doc_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_idle_threads",
+        "interval",
+        "pretty",
+        "snapshots",
+        "source",
+        "threads",
+        "timeout",
+    )
+    def hot_threads(
+        self,
+        node_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about hot threads on each node in the cluster.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg doc_type: The type to sample. Valid choices are cpu, wait,
+            block.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_idle_threads: Don't show threads that are in known-
+            idle places, such as waiting on a socket select or pulling from an empty
+            task queue. Default is True.
+        :arg interval: The interval for the second sampling of threads.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg snapshots: Number of samples of thread stacktrace. Default
+            is 10.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg threads: Specify the number of threads to provide
+            information for. Default is 3.
+        :arg timeout: Operation timeout.
+        """
+        # type is a reserved word so it cannot be used, use doc_type instead
+        if "doc_type" in params:
+            params["type"] = params.pop("doc_type")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "hot_threads"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def usage(
+        self,
+        node_id: Any = None,
+        metric: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns low-level information about REST actions usage on nodes.
+
+
+        :arg node_id: A comma-separated list of node IDs or names to
+            limit the returned information; use `_local` to return information from
+            the node you're connecting to, leave empty to get information from all
+            nodes
+        :arg metric: Limits the information returned to the specific
+            metrics. A comma-separated list of the following options: `_all`,
+            `rest_actions`.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_nodes", node_id, "usage", metric),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
new file mode 100644
index 000000000..c7d070fcf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
@@ -0,0 +1,63 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import warnings
+from typing import Any
+
+from ..plugins.alerting import AlertingClient
+from ..plugins.index_management import IndexManagementClient
+from ..plugins.knn import KnnClient
+from ..plugins.notifications import NotificationsClient
+from ..plugins.rollups import RollupsClient
+from ..plugins.transforms import TransformsClient
+from .client import Client
+from .utils import NamespacedClient
+
+
+class PluginsClient(NamespacedClient):
+    alerting: Any
+    index_management: Any
+
+    def __init__(self, client: Client) -> None:
+        super(PluginsClient, self).__init__(client)
+        self.transforms = TransformsClient(client)
+        self.rollups = RollupsClient(client)
+        self.notifications = NotificationsClient(client)
+        self.knn = KnnClient(client)
+        # self.query_workbench = QueryWorkbenchClient(client)
+        # self.reporting = ReportingClient(client)
+        # self.notebooks = NotebooksClient(client)
+        self.alerting = AlertingClient(client)
+        # self.anomaly_detection = AnomalyDetectionClient(client)
+        # self.trace_analytics = TraceAnalyticsClient(client)
+        self.index_management = IndexManagementClient(client)
+
+        self._dynamic_lookup(client)
+
+    def _dynamic_lookup(self, client: Any) -> None:
+        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
+
+        plugins = [
+            # "query_workbench",
+            # "reporting",
+            # "notebooks",
+            "alerting",
+            # "anomaly_detection",
+            # "trace_analytics",
+            "index_management",
+        ]
+        for plugin in plugins:
+            if not hasattr(client, plugin):
+                setattr(client, plugin, getattr(self, plugin))
+            else:
+                warnings.warn(
+                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
+                    category=RuntimeWarning,
+                    stacklevel=2,
+                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
new file mode 100644
index 000000000..7393e0ac6
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
@@ -0,0 +1,38 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .utils import NamespacedClient, query_params
+
+
+class RemoteClient(NamespacedClient):
+    @query_params()
+    def info(self, params: Any = None, headers: Any = None) -> Any:
+        return self.transport.perform_request(
+            "GET", "/_remote/info", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
new file mode 100644
index 000000000..20e22eaea
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, query_params
+
+
+class RemoteStoreClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def restore(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores from remote store.
+
+
+        :arg body: Comma-separated list of index IDs
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning. Default is false.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
new file mode 100644
index 000000000..bd764c3c7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
@@ -0,0 +1,151 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SearchPipelineClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def get(
+        self,
+        id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves information about a specified search pipeline.
+
+
+        :arg id: Comma-separated list of search pipeline ids. Wildcards
+            supported.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified search pipeline.
+
+
+        :arg id: Pipeline ID.
+        :arg cluster_manager_timeout: operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        for param in (id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_search", "pipeline", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
new file mode 100644
index 000000000..4061f6dd0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
@@ -0,0 +1,2344 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SecurityClient(NamespacedClient):
+    from ._patch import health_check, update_audit_config  # type: ignore
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_account_details(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns account details for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/account", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def change_password(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Changes the password for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/account",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one action group.
+
+
+        :arg action_group: Action group to retrieve.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_action_groups(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all action groups.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_action_group(
+        self,
+        action_group: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a specified action group.
+
+
+        :arg action_group: Action group to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if action_group in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'action_group'."
+            )
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified action group.
+
+
+        :arg action_group: The name of the action group to create or
+            replace.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_action_group(
+        self,
+        action_group: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an action group.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (action_group, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_action_groups(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple action groups in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/actiongroups",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_users(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_user(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_user(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of an internal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "internalusers", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_users(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple internal users in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/internalusers",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_roles(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all roles.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_role(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "roles", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_roles(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates, updates, or deletes multiple roles in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/roles",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_role_mappings(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all role mappings.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_role_mapping(
+        self,
+        role: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if role in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'role'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role_mapping(
+        self,
+        role: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates individual attributes of a role mapping.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (role, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "rolesmapping", role),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_role_mappings(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or updates multiple role mappings in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/rolesmapping",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves one tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenants(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves all tenants.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_tenant(
+        self,
+        tenant: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if tenant in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'tenant'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_tenant(
+        self,
+        tenant: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify a single tenant.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (tenant, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "tenants", tenant),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_tenants(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Add, delete, or modify multiple tenants in a single call.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/tenants",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the current Security plugin configuration in JSON format.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the existing configuration using the REST API. Only accessible
+        by admins and users with rest api access and only when put or patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/securityconfig/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update the existing configuration using the REST API.
+        Only accessible by admins and users with rest api access and only when put or
+        patch is enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/securityconfig",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    def get_distinguished_names(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the cluster security certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def reload_transport_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload Transport layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/transport/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def reload_http_certificates(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Reload HTTP layer communication certificates.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/ssl/http/reloadcerts",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def flush_cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Flushes the Security plugin user, authentication, and authorization cache.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
+    def health(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks to see if the Security plugin is up and running.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/health", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_audit_configuration(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/audit/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_audit_configuration(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        A PATCH call is used to update specified fields in the audit configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/audit",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_distinguished_names(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Bulk update of distinguished names. Only accessible to super-admins and with
+        rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/nodesdn",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "auth_type",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def authinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authentication information.
+
+
+        :arg auth_type: The type of current authentication request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: Indicates whether a verbose response should be
+            returned.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def authtoken(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the authorization token.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def cache(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Not supported for cache API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def config_upgrade_check(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Check whether or not an upgrade can be performed and what resources can be
+        updated.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def config_upgrade_perform(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Helps cluster operator upgrade missing defaults and stale default definitions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/_upgrade_perform",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the allowlisted APIs. Accessible via Super Admin
+        certificate or REST API permission.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_update_tenancy_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the multi-tenancy configuration. Only accessible to admins
+        and users with REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_user_legacy(
+        self,
+        username: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates or replaces the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (username, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes all distinguished names in the specified cluster or node allow list.
+        Only accessible to super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete the specified user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_obo_token(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates On-Behalf-Of token for the current user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/api/generateonbehalfoftoken",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_user_token(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins", "_security", "api", "internalusers", username, "authtoken"
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def generate_user_token_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Generates authorization token for the given user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_allowlist(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_dashboards_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
+    def get_distinguished_name(
+        self,
+        cluster_name: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves distinguished names. Only accessible to super-admins and with rest-
+        api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_permissions_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the evaluated REST API permissions for the currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/permissionsinfo",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
+    def get_sslinfo(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the SSL configuration information.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg show_dn: The domain names from all certificates.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_tenancy_config(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves multi-tenancy configuration. Only accessible to admins and users with
+        REST API permissions.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_security/api/tenancy/config",
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_user_legacy(
+        self,
+        username: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve one user. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if username in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'username'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_security", "api", "user", username),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_users_legacy(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieve all internal users. Legacy API.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/user", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def migrate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Migrates security configuration from v6 to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_allowlist(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current list of allowed API accessible to normal user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "PATCH",
+            "/_plugins/_security/api/allowlist",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def patch_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a distinguished cluster name for a specific cluster. Only accessible to
+        super-admins and with rest-api permissions when enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "PATCH",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def post_dashboards_info(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates the current security-dashboards plugin configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_security/dashboardsinfo",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def tenant_info(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Retrieves the tenant names if any exist. Only accesible to super admins or
+        kibanaserver user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_distinguished_name(
+        self,
+        cluster_name: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Adds or updates the specified distinguished names in the cluster or node allow
+        list. Only accessible to super-admins and with rest-api permissions when
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if cluster_name in SKIP_IN_PATH:
+            raise ValueError(
+                "Empty value passed for a required argument 'cluster_name'."
+            )
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
+    )
+    def validate(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Checks whether the v6 security configuration is valid and ready to be migrated
+        to v7.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def who_am_i(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/whoami", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def who_am_i_protected(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Gets the user identity related information for currently logged in user. User
+        needs to have access to this endpoint when authorization at REST layer is
+        enabled.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
new file mode 100644
index 000000000..2f0cd1d71
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
@@ -0,0 +1,611 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class SnapshotClient(NamespacedClient):
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def create(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a snapshot in a repository.
+
+
+        :arg repository: Repository for the snapshot.
+        :arg snapshot: Name of the snapshot. Must be unique in the
+            repository.
+        :arg body: The snapshot definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: If `true`, the request returns a
+            response when the snapshot is complete. If `false`, the request returns
+            a response when the snapshot initializes. Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def delete(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+        "verbose",
+    )
+    def get(
+        self,
+        repository: Any,
+        snapshot: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a snapshot.
+
+
+        :arg repository: Comma-separated list of snapshot repository
+            names used to limit the request. Wildcard (*) expressions are supported.
+        :arg snapshot: Comma-separated list of snapshot names to
+            retrieve. Also accepts wildcards (*). - To get information about all
+            snapshots in a registered repository, use a wildcard (*) or _all. - To
+            get information about any snapshots that are currently running, use
+            _current.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: If false, the request returns an error
+            for any snapshots that are unavailable. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node. If no response is received before the timeout
+            expires, the request fails and returns an error.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg verbose: If true, returns additional information about each
+            snapshot such as the version of Opensearch which took the snapshot, the
+            start and end times of the snapshot, and the number of shards
+            snapshotted.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def delete_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Deletes a repository.
+
+
+        :arg repository: Name of the snapshot repository to unregister.
+            Wildcard (`*`) patterns are supported.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "local",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def get_repository(
+        self,
+        repository: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a repository.
+
+
+        :arg repository: A comma-separated list of repository names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg local: Return local information, do not retrieve the state
+            from cluster-manager node. Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", _make_path("_snapshot", repository), params=params, headers=headers
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+        "verify",
+    )
+    def create_repository(
+        self,
+        repository: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Creates a repository.
+
+
+        :arg repository: A repository name
+        :arg body: The repository definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        :arg verify: Whether to verify the repository after creation
+        """
+        for param in (repository, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def restore(
+        self,
+        repository: Any,
+        snapshot: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Restores a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A snapshot name
+        :arg body: Details of what to restore
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should this request wait until the
+            operation has completed before returning Default is false.
+        """
+        for param in (repository, snapshot):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, snapshot, "_restore"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "ignore_unavailable",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def status(
+        self,
+        repository: Any = None,
+        snapshot: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about the status of a snapshot.
+
+
+        :arg repository: A repository name
+        :arg snapshot: A comma-separated list of snapshot names
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_unavailable: Whether to ignore unavailable
+            snapshots, defaults to false which means a SnapshotMissingException is
+            thrown Default is false.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_snapshot", repository, snapshot, "_status"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def verify_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Verifies a repository.
+
+
+        :arg repository: A repository name
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Explicit operation timeout
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_verify"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+        "timeout",
+    )
+    def cleanup_repository(
+        self,
+        repository: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Removes stale data from repository.
+
+
+        :arg repository: Snapshot repository to clean up.
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Period to wait for a connection
+            to the master node.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.
+        """
+        if repository in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'repository'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_snapshot", repository, "_cleanup"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "cluster_manager_timeout",
+        "error_trace",
+        "filter_path",
+        "human",
+        "master_timeout",
+        "pretty",
+        "source",
+    )
+    def clone(
+        self,
+        repository: Any,
+        snapshot: Any,
+        target_snapshot: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Clones indices from one snapshot into another snapshot in the same repository.
+
+
+        :arg repository: A repository name
+        :arg snapshot: The name of the snapshot to clone from
+        :arg target_snapshot: The name of the cloned snapshot to create
+        :arg body: The snapshot clone definition
+        :arg cluster_manager_timeout: Operation timeout for connection
+            to cluster-manager node.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg master_timeout (Deprecated: To promote inclusive language,
+            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
+            connection to master node
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (repository, snapshot, target_snapshot, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
new file mode 100644
index 000000000..037054324
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
@@ -0,0 +1,194 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+import warnings
+from typing import Any
+
+from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TasksClient(NamespacedClient):
+    @query_params(
+        "actions",
+        "detailed",
+        "error_trace",
+        "filter_path",
+        "group_by",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    def list(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a list of tasks.
+
+
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg detailed: If `true`, the response includes detailed
+            information about shard recoveries. Default is false.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg group_by: Key used to group tasks in the response. Valid
+            choices are nodes, parents, none.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg parent_task_id: Parent task ID used to limit returned
+            information. To return all tasks, omit this parameter or use a value of
+            `-1`.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response. If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the operation is complete. Default is false.
+        """
+        return self.transport.perform_request(
+            "GET", "/_tasks", params=params, headers=headers
+        )
+
+    @query_params(
+        "actions",
+        "error_trace",
+        "filter_path",
+        "human",
+        "nodes",
+        "parent_task_id",
+        "pretty",
+        "source",
+        "wait_for_completion",
+    )
+    def cancel(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Cancels a task, if it can be cancelled through an API.
+
+
+        :arg task_id: ID of the task.
+        :arg actions: Comma-separated list or wildcard expression of
+            actions used to limit the request.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg nodes: Comma-separated list of node IDs or names used to
+            limit the request.
+        :arg parent_task_id: Parent task ID used to limit the tasks.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg wait_for_completion: Should the request block until the
+            cancellation of the task and its descendant tasks is completed. Defaults
+            to false Default is false.
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_tasks", task_id, "_cancel"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+        "timeout",
+        "wait_for_completion",
+    )
+    def get(
+        self,
+        task_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns information about a task.
+
+
+        :arg task_id: ID of the task.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Period to wait for a response.If no response is
+            received before the timeout expires, the request fails and returns an
+            error.
+        :arg wait_for_completion: If `true`, the request blocks until
+            the task has completed. Default is false.
+        """
+        if task_id in SKIP_IN_PATH:
+            warnings.warn(
+                "Calling client.tasks.get() without a task_id is deprecated "
+                "and will be removed in v8.0. Use client.tasks.list() instead.",
+                category=DeprecationWarning,
+                stacklevel=3,
+            )
+
+        return self.transport.perform_request(
+            "GET", _make_path("_tasks", task_id), params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
new file mode 100644
index 000000000..a38c30cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
@@ -0,0 +1,226 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from __future__ import unicode_literals
+
+import base64
+import weakref
+from datetime import date, datetime
+from functools import wraps
+from typing import Any, Callable, Optional
+
+from opensearchpy.serializer import Serializer
+
+from ..compat import quote, string_types, to_bytes, to_str, unquote, urlparse
+
+# parts of URL to be omitted
+SKIP_IN_PATH: Any = (None, "", b"", [], ())
+
+
+def _normalize_hosts(hosts: Any) -> Any:
+    """
+    Helper function to transform hosts argument to
+    :class:`~opensearchpy.OpenSearch` to a list of dicts.
+    """
+    # if hosts are empty, just defer to defaults down the line
+    if hosts is None:
+        return [{}]
+
+    # passed in just one string
+    if isinstance(hosts, string_types):
+        hosts = [hosts]
+
+    out = []
+    # normalize hosts to dicts
+    for host in hosts:
+        if isinstance(host, string_types):
+            if "://" not in host:
+                host = "//%s" % host  # type: ignore
+
+            parsed_url = urlparse(host)
+            h = {"host": parsed_url.hostname}
+
+            if parsed_url.port:
+                h["port"] = parsed_url.port
+
+            if parsed_url.scheme == "https":
+                h["port"] = parsed_url.port or 443
+                h["use_ssl"] = True
+
+            if parsed_url.username or parsed_url.password:
+                h["http_auth"] = "%s:%s" % (
+                    unquote(parsed_url.username),
+                    unquote(parsed_url.password),
+                )
+
+            if parsed_url.path and parsed_url.path != "/":
+                h["url_prefix"] = parsed_url.path
+
+            out.append(h)
+        else:
+            out.append(host)
+    return out
+
+
+def _escape(value: Any) -> Any:
+    """
+    Escape a single value of a URL string or a query parameter. If it is a list
+    or tuple, turn it into a comma-separated string first.
+    """
+
+    # make sequences into comma-separated stings
+    if isinstance(value, (list, tuple)):
+        value = ",".join(value)
+
+    # dates and datetimes into isoformat
+    elif isinstance(value, (date, datetime)):
+        value = value.isoformat()
+
+    # make bools into true/false strings
+    elif isinstance(value, bool):
+        value = str(value).lower()
+
+    # don't decode bytestrings
+    elif isinstance(value, bytes):
+        return value
+
+    # encode strings to utf-8
+    if isinstance(value, string_types):
+        if isinstance(value, str):
+            return value.encode("utf-8")
+
+    return str(value)
+
+
+def _make_path(*parts: Any) -> str:
+    """
+    Create a URL string from parts, omit all `None` values and empty strings.
+    Convert lists and tuples to comma separated values.
+    """
+    # TODO: maybe only allow some parts to be lists/tuples ?
+    return "/" + "/".join(
+        # preserve ',' and '*' in url for nicer URLs in logs
+        quote(_escape(p), b",*")
+        for p in parts
+        if p not in SKIP_IN_PATH
+    )
+
+
+# parameters that apply to all methods
+GLOBAL_PARAMS = ("pretty", "human", "error_trace", "format", "filter_path")
+
+
+def query_params(*opensearch_query_params: Any) -> Callable:  # type: ignore
+    """
+    Decorator that pops all accepted parameters from method's kwargs and puts
+    them in the params argument.
+    """
+
+    def _wrapper(func: Any) -> Any:
+        @wraps(func)
+        def _wrapped(*args: Any, **kwargs: Any) -> Any:
+            params = (kwargs.pop("params", None) or {}).copy()
+            headers = {
+                k.lower(): v
+                for k, v in (kwargs.pop("headers", None) or {}).copy().items()
+            }
+
+            if "opaque_id" in kwargs:
+                headers["x-opaque-id"] = kwargs.pop("opaque_id")
+
+            http_auth = kwargs.pop("http_auth", None)
+            api_key = kwargs.pop("api_key", None)
+
+            if http_auth is not None and api_key is not None:
+                raise ValueError(
+                    "Only one of 'http_auth' and 'api_key' may be passed at a time"
+                )
+            elif http_auth is not None:
+                headers["authorization"] = "Basic %s" % (
+                    _base64_auth_header(http_auth),
+                )
+            elif api_key is not None:
+                headers["authorization"] = "ApiKey %s" % (_base64_auth_header(api_key),)
+
+            # don't escape ignore, request_timeout, or timeout
+            for p in ("ignore", "request_timeout", "timeout"):
+                if p in kwargs:
+                    params[p] = kwargs.pop(p)
+
+            for p in opensearch_query_params + GLOBAL_PARAMS:
+                if p in kwargs:
+                    v = kwargs.pop(p)
+                    if v is not None:
+                        params[p] = _escape(v)
+
+            return func(*args, params=params, headers=headers, **kwargs)
+
+        return _wrapped
+
+    return _wrapper
+
+
+def _bulk_body(serializer: Optional[Serializer], body: Any) -> Any:
+    # if not passed in a string, serialize items and join by newline
+    if not isinstance(body, string_types):
+        body = "\n".join(map(serializer.dumps, body))  # type: ignore
+
+    # bulk body must end with a newline
+    if isinstance(body, bytes):
+        if not body.endswith(b"\n"):
+            body += b"\n"
+    elif isinstance(body, string_types) and not body.endswith("\n"):  # type: ignore
+        body += "\n"  # type: ignore
+
+    return body
+
+
+def _base64_auth_header(auth_value: Any) -> str:
+    """Takes either a 2-tuple or a base64-encoded string
+    and returns a base64-encoded string to be used
+    as an HTTP authorization header.
+    """
+    if isinstance(auth_value, (list, tuple)):
+        auth_value = base64.b64encode(to_bytes(":".join(auth_value)))
+    return to_str(auth_value)
+
+
+class NamespacedClient(object):
+    def __init__(self, client: Any) -> None:
+        self.client = client
+
+    @property
+    def transport(self) -> Any:
+        return self.client.transport
+
+
+class AddonClient(NamespacedClient):
+    @classmethod
+    def infect_client(cls: Any, client: NamespacedClient) -> NamespacedClient:
+        addon = cls(weakref.proxy(client))
+        setattr(client, cls.namespace, addon)
+        return client
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
new file mode 100644
index 000000000..1bf6df943
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
@@ -0,0 +1,79 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from collections.abc import Mapping
+from queue import Queue
+from typing import Tuple, Type, Union
+from urllib.parse import quote, quote_plus, unquote, urlencode, urlparse
+
+string_types = str, bytes
+map = map  # pylint: disable=invalid-name
+
+
+def to_str(x: Union[str, bytes], encoding: str = "ascii") -> str:
+    """
+    returns x as a string encoded in "encoding" if it is not already a string
+    :param x: the value to convert to a str
+    :param encoding: the encoding to convert to - see https://docs.python.org/3/library/codecs.html#standard-encodings
+    :return: an encoded str
+    """
+    if not isinstance(x, str):
+        return x.decode(encoding)
+    return x
+
+
+def to_bytes(x: Union[str, bytes], encoding: str = "ascii") -> bytes:
+    if not isinstance(x, bytes):
+        return x.encode(encoding)
+    return x
+
+
+try:
+    reraise_exceptions: Tuple[Type[BaseException], ...] = (RecursionError,)
+except NameError:
+    reraise_exceptions = ()
+
+try:
+    import asyncio
+
+    reraise_exceptions += (asyncio.CancelledError,)
+except (ImportError, AttributeError):
+    pass
+
+
+__all__ = [
+    "string_types",
+    "reraise_exceptions",
+    "quote_plus",
+    "quote",
+    "urlencode",
+    "unquote",
+    "urlparse",
+    "map",
+    "Queue",
+    "Mapping",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
new file mode 100644
index 000000000..b86bd66e3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
@@ -0,0 +1,46 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from .base import Connection
+from .http_requests import RequestsHttpConnection
+from .http_urllib3 import Urllib3HttpConnection, create_ssl_context
+
+__all__ = [
+    "Connection",
+    "RequestsHttpConnection",
+    "Urllib3HttpConnection",
+    "create_ssl_context",
+]
+
+try:
+    from .http_async import AsyncHttpConnection
+
+    __all__ += [
+        "AsyncHttpConnection",
+    ]
+except (ImportError, SyntaxError):
+    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
new file mode 100644
index 000000000..60ca210bb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
@@ -0,0 +1,117 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any
+
+from six import string_types
+
+import opensearchpy
+from opensearchpy._async.helpers.actions import aiter
+from opensearchpy.serializer import serializer
+
+
+class AsyncConnections(object):
+    _conns: Any
+
+    """
+    Class responsible for holding connections to different clusters. Used as a
+    singleton in this module.
+    """
+
+    def __init__(self) -> None:
+        self._kwargs: Any = {}
+        self._conns: Any = {}
+
+    async def configure(self, **kwargs: Any) -> None:
+        """
+        Configure multiple connections at once, useful for passing in config
+        dictionaries obtained from other sources, like Django's settings or a
+        configuration management tool.
+
+        Example::
+
+            async_connections.configure(
+                default={'hosts': 'localhost'},
+                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
+            )
+
+        Connections will only be constructed lazily when requested through
+        ``get_connection``.
+        """
+        async for k in aiter(list(self._conns)):
+            # try and preserve existing client to keep the persistent connections alive
+            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
+                continue
+            del self._conns[k]
+        self._kwargs = kwargs
+
+    async def add_connection(self, alias: str, conn: Any) -> None:
+        """
+        Add a connection object, it will be passed through as-is.
+        """
+        self._conns[alias] = conn
+
+    async def remove_connection(self, alias: str) -> None:
+        """
+        Remove connection from the registry. Raises ``KeyError`` if connection
+        wasn't found.
+        """
+        errors = 0
+        async for d in aiter((self._conns, self._kwargs)):
+            try:
+                del d[alias]
+            except KeyError:
+                errors += 1
+
+        if errors == 2:
+            raise KeyError("There is no connection with alias %r." % alias)
+
+    async def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
+        """
+        Construct an instance of ``opensearchpy.AsyncOpenSearch`` and register
+        it under given alias.
+        """
+        kwargs.setdefault("serializer", serializer)
+        conn = self._conns[alias] = opensearchpy.AsyncOpenSearch(**kwargs)
+        return conn
+
+    async def get_connection(self, alias: str = "default") -> Any:
+        """
+        Retrieve a connection, construct it if necessary (only configuration
+        was passed to us). If a non-string alias has been passed through we
+        assume it's already a client instance and will just return it as-is.
+
+        Raises ``KeyError`` if no client (or its definition) is registered
+        under the alias.
+        """
+        # do not check isinstance(AsyncOpenSearch) so that people can wrap their
+        # clients
+        if not isinstance(alias, string_types):
+            return alias
+
+        # connection already established
+        try:
+            return self._conns[alias]
+        except KeyError:
+            pass
+
+        # if not, try to create it
+        try:
+            return await self.create_connection(alias, **self._kwargs[alias])
+        except KeyError:
+            # no connection and no kwargs to set one up
+            raise KeyError("There is no connection with alias %r." % alias)
+
+
+async_connections = AsyncConnections()
+configure = async_connections.configure
+add_connection = async_connections.add_connection
+remove_connection = async_connections.remove_connection
+create_connection = async_connections.create_connection
+get_connection = async_connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
new file mode 100644
index 000000000..845598a62
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
@@ -0,0 +1,339 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import gzip
+import io
+import logging
+import os
+import re
+import warnings
+from platform import python_version
+from typing import Any, Collection, Dict, Mapping, Optional, Union
+
+try:
+    import simplejson as json
+except ImportError:
+    import json  # type: ignore
+
+from .._version import __versionstr__
+from ..exceptions import HTTP_EXCEPTIONS, OpenSearchWarning, TransportError
+
+logger = logging.getLogger("opensearch")
+
+# create the opensearchpy.trace logger, but only set propagate to False if the
+# logger hasn't already been configured
+TRACER_ALREADY_CONFIGURED = "opensearchpy.trace" in logging.Logger.manager.loggerDict
+tracer = logging.getLogger("opensearchpy.trace")
+if not TRACER_ALREADY_CONFIGURED:
+    tracer.propagate = False
+
+_WARNING_RE = re.compile(r"\"([^\"]*)\"")
+
+
+class Connection(object):
+    """
+    Class responsible for maintaining a connection to an OpenSearch node. It
+    holds persistent connection pool to it and its main interface
+    (`perform_request`) is thread-safe.
+
+    Also responsible for logging.
+
+    :arg host: hostname of the node (default: localhost)
+    :arg port: port to use (integer, default: 9200)
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg url_prefix: optional url prefix for opensearch
+    :arg timeout: default timeout in seconds (float, default: 10)
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        use_ssl: bool = False,
+        url_prefix: str = "",
+        timeout: int = 10,
+        headers: Optional[Dict[str, str]] = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        **kwargs: Any
+    ) -> None:
+        if port is None:
+            port = 9200
+
+        # Work-around if the implementing class doesn't
+        # define the headers property before calling super().__init__()
+        if not hasattr(self, "headers"):
+            self.headers = {}
+
+        headers = headers or {}
+        for key in headers:
+            self.headers[key.lower()] = headers[key]
+        if opaque_id:
+            self.headers["x-opaque-id"] = opaque_id
+
+        if os.getenv("ELASTIC_CLIENT_APIVERSIONING") == "1":
+            self.headers.setdefault(
+                "accept", "application/vnd.elasticsearch+json;compatible-with=7"
+            )
+
+        self.headers.setdefault("content-type", "application/json")
+        self.headers.setdefault("user-agent", self._get_default_user_agent())
+
+        if http_compress:
+            self.headers["accept-encoding"] = "gzip,deflate"
+
+        scheme = kwargs.get("scheme", "http")
+        if use_ssl or scheme == "https":
+            scheme = "https"
+            use_ssl = True
+        self.use_ssl = use_ssl
+        self.http_compress = http_compress or False
+
+        self.scheme = scheme
+        self.hostname = host
+        self.port = port
+        if ":" in host:  # IPv6
+            self.host = "%s://[%s]" % (scheme, host)
+        else:
+            self.host = "%s://%s" % (scheme, host)
+        if self.port is not None:
+            self.host += ":%s" % self.port
+        if url_prefix:
+            url_prefix = "/" + url_prefix.strip("/")
+        self.url_prefix = url_prefix
+        self.timeout = timeout
+
+    def __repr__(self) -> str:
+        return "<%s: %s>" % (self.__class__.__name__, self.host)
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, Connection):
+            raise TypeError("Unsupported equality check for %s and %s" % (self, other))
+        return self.__hash__() == other.__hash__()
+
+    def __lt__(self, other: object) -> bool:
+        if not isinstance(other, Connection):
+            raise TypeError("Unsupported lt check for %s and %s" % (self, other))
+        return self.__hash__() < other.__hash__()
+
+    def __hash__(self) -> int:
+        return id(self)
+
+    def _gzip_compress(self, body: Any) -> bytes:
+        buf = io.BytesIO()
+        with gzip.GzipFile(fileobj=buf, mode="wb") as f:
+            f.write(body)
+        return buf.getvalue()
+
+    def _raise_warnings(self, warning_headers: Any) -> None:
+        """If 'headers' contains a 'Warning' header raise
+        the warnings to be seen by the user. Takes an iterable
+        of string values from any number of 'Warning' headers.
+        """
+        if not warning_headers:
+            return
+
+        # Grab only the message from each header, the rest is discarded.
+        # Format is: '(number) OpenSearch-(version)-(instance) "(message)"'
+        warning_messages = []
+        for header in warning_headers:
+            # Because 'Requests' does its own folding of multiple HTTP headers
+            # into one header delimited by commas (totally standard compliant, just
+            # annoying for cases like this) we need to expect there may be
+            # more than one message per 'Warning' header.
+            matches = _WARNING_RE.findall(header)
+            if matches:
+                warning_messages.extend(matches)
+            else:
+                # Don't want to throw away any warnings, even if they
+                # don't follow the format we have now. Use the whole header.
+                warning_messages.append(header)
+
+        for message in warning_messages:
+            warnings.warn(message, category=OpenSearchWarning)
+
+    def _pretty_json(self, data: Union[str, bytes]) -> str:
+        # pretty JSON in tracer curl logs
+        try:
+            return json.dumps(
+                json.loads(data), sort_keys=True, indent=2, separators=(",", ": ")
+            ).replace("'", r"\u0027")
+        except (ValueError, TypeError):
+            # non-json data or a bulk request
+            return data  # type: ignore
+
+    def _log_request_response(
+        self, body: Optional[Union[str, bytes]], response: Optional[str]
+    ) -> None:
+        if logger.isEnabledFor(logging.DEBUG):
+            if body and isinstance(body, bytes):
+                body = body.decode("utf-8", "ignore")
+            logger.debug("> %s", body)
+            if response is not None:
+                logger.debug("< %s", response)
+
+    def _log_trace(
+        self,
+        method: str,
+        path: str,
+        body: Optional[Union[str, bytes]],
+        status_code: Optional[int],
+        response: Optional[str],
+        duration: Optional[float],
+    ) -> None:
+        if not tracer.isEnabledFor(logging.INFO) or not tracer.handlers:
+            return
+
+        # include pretty in trace curls
+        path = path.replace("?", "?pretty&", 1) if "?" in path else path + "?pretty"
+        if self.url_prefix:
+            path = path.replace(self.url_prefix, "", 1)
+        tracer.info(
+            "curl %s-X%s 'http://localhost:9200%s' -d '%s'",
+            "-H 'Content-Type: application/json' " if body else "",
+            method,
+            path,
+            self._pretty_json(body) if body else "",
+        )
+
+        if tracer.isEnabledFor(logging.DEBUG):
+            tracer.debug(
+                "#[%s] (%.3fs)\n#%s",
+                status_code,
+                duration,
+                self._pretty_json(response).replace("\n", "\n#") if response else "",
+            )
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        raise NotImplementedError()
+
+    def log_request_success(
+        self,
+        method: str,
+        full_url: str,
+        path: str,
+        body: Any,
+        status_code: int,
+        response: str,
+        duration: float,
+    ) -> None:
+        """Log a successful API call."""
+        #  TODO: optionally pass in params instead of full_url and do urlencode only when needed
+
+        logger.info(
+            "%s %s [status:%s request:%.3fs]", method, full_url, status_code, duration
+        )
+
+        self._log_request_response(body, response)
+        self._log_trace(method, path, body, status_code, response, duration)
+
+    def log_request_fail(
+        self,
+        method: str,
+        full_url: str,
+        path: str,
+        body: Any,
+        duration: float,
+        status_code: Optional[int] = None,
+        response: Optional[str] = None,
+        exception: Optional[Exception] = None,
+    ) -> None:
+        """Log an unsuccessful API call."""
+        # do not log 404s on HEAD requests
+        if method == "HEAD" and status_code == 404:
+            return
+        logger.warning(
+            "%s %s [status:%s request:%.3fs]",
+            method,
+            full_url,
+            status_code or "N/A",
+            duration,
+            exc_info=exception is not None,
+        )
+
+        self._log_request_response(body, response)
+        self._log_trace(method, path, body, status_code, response, duration)
+
+    def _raise_error(
+        self,
+        status_code: int,
+        raw_data: Union[str, bytes],
+        content_type: Optional[str] = None,
+    ) -> None:
+        """Locate appropriate exception and raise it."""
+        error_message = raw_data
+        additional_info = None
+        try:
+            content_type = (
+                "text/plain"
+                if content_type is None
+                else content_type.split(";")[0].strip()
+            )
+            if raw_data and content_type == "application/json":
+                additional_info = json.loads(raw_data)
+                error_message = additional_info.get("error", error_message)
+                if isinstance(error_message, dict) and "type" in error_message:
+                    error_message = error_message["type"]
+        except (ValueError, TypeError) as err:
+            logger.warning("Undecodable raw error response from server: %s", err)
+
+        raise HTTP_EXCEPTIONS.get(status_code, TransportError)(
+            status_code, error_message, additional_info
+        )
+
+    def _get_default_user_agent(self) -> str:
+        return "opensearch-py/%s (Python %s)" % (__versionstr__, python_version())
+
+    @staticmethod
+    def default_ca_certs() -> Union[str, None]:
+        """
+        Get the default CA certificate bundle, preferring those configured in
+        the standard OpenSSL environment variables before those provided by
+        certifi (if available)
+        """
+        ca_certs = os.environ.get("SSL_CERT_FILE") or os.environ.get("SSL_CERT_DIR")
+
+        if not ca_certs:
+            try:
+                import certifi
+
+                ca_certs = certifi.where()
+            except ImportError:
+                pass
+
+        return ca_certs
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
new file mode 100644
index 000000000..3f1edc4a1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
@@ -0,0 +1,131 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from six import string_types
+
+import opensearchpy
+from opensearchpy.serializer import serializer
+
+
+class Connections(object):
+    """
+    Class responsible for holding connections to different clusters. Used as a
+    singleton in this module.
+    """
+
+    def __init__(self) -> None:
+        self._kwargs: Any = {}
+        self._conns: Any = {}
+
+    def configure(self, **kwargs: Any) -> None:
+        """
+        Configure multiple connections at once, useful for passing in config
+        dictionaries obtained from other sources, like Django's settings or a
+        configuration management tool.
+
+        Example::
+
+            connections.configure(
+                default={'hosts': 'localhost'},
+                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
+            )
+
+        Connections will only be constructed lazily when requested through
+        ``get_connection``.
+        """
+        for k in list(self._conns):
+            # try and preserve existing client to keep the persistent connections alive
+            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
+                continue
+            del self._conns[k]
+        self._kwargs = kwargs
+
+    def add_connection(self, alias: str, conn: Any) -> None:
+        """
+        Add a connection object, it will be passed through as-is.
+        """
+        self._conns[alias] = conn
+
+    def remove_connection(self, alias: str) -> None:
+        """
+        Remove connection from the registry. Raises ``KeyError`` if connection
+        wasn't found.
+        """
+        errors = 0
+        for d in (self._conns, self._kwargs):
+            try:
+                del d[alias]
+            except KeyError:
+                errors += 1
+
+        if errors == 2:
+            raise KeyError("There is no connection with alias %r." % alias)
+
+    def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
+        """
+        Construct an instance of ``opensearchpy.OpenSearch`` and register
+        it under given alias.
+        """
+        kwargs.setdefault("serializer", serializer)
+        conn = self._conns[alias] = opensearchpy.OpenSearch(**kwargs)
+        return conn
+
+    def get_connection(self, alias: str = "default") -> Any:
+        """
+        Retrieve a connection, construct it if necessary (only configuration
+        was passed to us). If a non-string alias has been passed through we
+        assume it's already a client instance and will just return it as-is.
+
+        Raises ``KeyError`` if no client (or its definition) is registered
+        under the alias.
+        """
+        # do not check isinstance(OpenSearch) so that people can wrap their
+        # clients
+        if not isinstance(alias, string_types):
+            return alias
+
+        # connection already established
+        try:
+            return self._conns[alias]
+        except KeyError:
+            pass
+
+        # if not, try to create it
+        try:
+            return self.create_connection(alias, **self._kwargs[alias])
+        except KeyError:
+            # no connection and no kwargs to set one up
+            raise KeyError("There is no connection with alias %r." % alias)
+
+
+connections = Connections()
+configure = connections.configure
+add_connection = connections.add_connection
+remove_connection = connections.remove_connection
+create_connection = connections.create_connection
+get_connection = connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
new file mode 100644
index 000000000..f5a4ec7c0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
@@ -0,0 +1,307 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+
+
+import asyncio
+import os
+import ssl
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+from .._async._extra_imports import aiohttp, aiohttp_exceptions  # type: ignore
+from .._async.compat import get_running_loop
+from .._async.http_aiohttp import AIOHttpConnection
+from ..compat import reraise_exceptions, string_types, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+class AsyncHttpConnection(AIOHttpConnection):
+    session: Optional[aiohttp.ClientSession]
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        maxsize: Optional[int] = 10,
+        headers: Optional[Mapping[str, str]] = None,
+        ssl_context: Any = None,
+        http_compress: Optional[bool] = None,
+        opaque_id: Optional[str] = None,
+        loop: Any = None,
+        **kwargs: Any
+    ) -> None:
+        self.headers = {}
+
+        super().__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = aiohttp.BasicAuth(login=http_auth[0], password=http_auth[1])
+            elif isinstance(http_auth, string_types):
+                login, password = http_auth.split(":", 1)  # type: ignore
+                http_auth = aiohttp.BasicAuth(login=login, password=password)
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        self.ssl_assert_fingerprint = ssl_assert_fingerprint
+        if self.use_ssl and ssl_context is None:
+            if ssl_version is None:
+                ssl_context = ssl.create_default_context()
+            else:
+                ssl_context = ssl.SSLContext(ssl_version)
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            if verify_certs:
+                ssl_context.verify_mode = ssl.CERT_REQUIRED
+                ssl_context.check_hostname = True
+            else:
+                ssl_context.check_hostname = False
+                ssl_context.verify_mode = ssl.CERT_NONE
+
+            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+                if os.path.isfile(ca_certs):
+                    ssl_context.load_verify_locations(cafile=ca_certs)
+                elif os.path.isdir(ca_certs):
+                    ssl_context.load_verify_locations(capath=ca_certs)
+                else:
+                    raise ImproperlyConfigured("ca_certs parameter is not a path")
+            else:
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+
+            # Use client_cert and client_key variables for SSL certificate configuration.
+            if client_cert and not os.path.isfile(client_cert):
+                raise ImproperlyConfigured("client_cert is not a path to a file")
+            if client_key and not os.path.isfile(client_key):
+                raise ImproperlyConfigured("client_key is not a path to a file")
+            if client_cert and client_key:
+                ssl_context.load_cert_chain(client_cert, client_key)
+            elif client_cert:
+                ssl_context.load_cert_chain(client_cert)
+
+        self.headers.setdefault("connection", "keep-alive")
+        self.loop = loop
+        self.session = None
+
+        # Parameters for creating an aiohttp.ClientSession later.
+        self._limit = maxsize
+        self._http_auth = http_auth
+        self._ssl_context = ssl_context
+
+    async def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.session is None:
+            await self._create_aiohttp_session()
+        assert self.session is not None
+        orig_body = body
+        url_path = self.url_prefix + url
+        if params:
+            query_string = urlencode(params)
+        else:
+            query_string = ""
+
+        # There is a bug in aiohttp that disables the re-use
+        # of the connection in the pool when method=HEAD.
+        # See: https://github.com/aio-libs/aiohttp/issues/1769
+        is_head = False
+        if method == "HEAD":
+            method = "GET"
+            is_head = True
+
+        # Top-tier tip-toeing happening here. Basically
+        # because Pip's old resolver is bad and wipes out
+        # strict pins in favor of non-strict pins of extras
+        # our [async] extra overrides aiohttp's pin of
+        # yarl. yarl released breaking changes, aiohttp pinned
+        # defensively afterwards, but our users don't get
+        # that nice pin that aiohttp set. :( So to play around
+        # this super-defensively we try to import yarl, if we can't
+        # then we pass a string into ClientSession.request() instead.
+        url = self.url_prefix + url
+        if query_string:
+            url = "%s?%s" % (url, query_string)
+        url = self.host + url
+
+        timeout = aiohttp.ClientTimeout(
+            total=timeout if timeout is not None else self.timeout
+        )
+
+        req_headers = self.headers.copy()
+        if headers:
+            req_headers.update(headers)
+
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            req_headers["content-encoding"] = "gzip"
+
+        auth = (
+            self._http_auth if isinstance(self._http_auth, aiohttp.BasicAuth) else None
+        )
+        if callable(self._http_auth):
+            req_headers = {
+                **req_headers,
+                **self._http_auth(method, url, query_string, body),
+            }
+
+        start = self.loop.time()
+        try:
+            async with self.session.request(
+                method,
+                url,
+                data=body,
+                auth=auth,
+                headers=req_headers,
+                timeout=timeout,
+                fingerprint=self.ssl_assert_fingerprint,
+            ) as response:
+                if is_head:  # We actually called 'GET' so throw away the data.
+                    await response.release()
+                    raw_data = ""
+                else:
+                    raw_data = await response.text()
+                duration = self.loop.time() - start
+
+        # We want to reraise a cancellation or recursion error.
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                str(url),
+                url_path,
+                orig_body,
+                self.loop.time() - start,
+                exception=e,
+            )
+            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(
+                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
+            ):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.getall("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method,
+                str(url),
+                url_path,
+                orig_body,
+                duration,
+                status_code=response.status,
+                response=raw_data,
+            )
+            self._raise_error(response.status, raw_data)
+
+        self.log_request_success(
+            method, str(url), url_path, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    async def close(self) -> Any:
+        """
+        Explicitly closes connection
+        """
+        if self.session:
+            await self.session.close()
+            self.session = None
+
+    async def _create_aiohttp_session(self) -> Any:
+        """Creates an aiohttp.ClientSession(). This is delayed until
+        the first call to perform_request() so that AsyncTransport has
+        a chance to set AIOHttpConnection.loop
+        """
+        if self.loop is None:
+            self.loop = get_running_loop()
+        self.session = aiohttp.ClientSession(
+            headers=self.headers,
+            skip_auto_headers=("accept", "accept-encoding"),
+            auto_decompress=True,
+            loop=self.loop,
+            cookie_jar=aiohttp.DummyCookieJar(),
+            response_class=OpenSearchClientResponse,
+            connector=aiohttp.TCPConnector(
+                limit=self._limit, use_dns_cache=True, ssl=self._ssl_context
+            ),
+        )
+
+
+class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
+    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
+        if self._body is None:
+            await self.read()
+
+        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
new file mode 100644
index 000000000..2c1737252
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
@@ -0,0 +1,267 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import time
+import warnings
+from typing import Any, Collection, Mapping, Optional, Union
+
+try:
+    import requests
+
+    REQUESTS_AVAILABLE = True
+except ImportError:
+    REQUESTS_AVAILABLE = False
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from ..compat import reraise_exceptions, string_types, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from .base import Connection
+
+
+class RequestsHttpConnection(Connection):
+    """
+    Connection using the `requests` library.
+
+    :arg http_auth: optional http auth information as either ':' separated
+        string or a tuple. Any value will be passed into requests as `auth`.
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg verify_certs: whether to verify SSL certificates
+    :arg ssl_show_warn: show warning when verify certs is disabled
+    :arg ca_certs: optional path to CA bundle. Defaults to configured OpenSSL
+        bundles from environment variables and then certifi before falling
+        back to the standard requests bundle to improve consistency with
+        other Connection implementations
+    :arg client_cert: path to the file containing the private key and the
+        certificate, or cert only if using client_key
+    :arg client_key: path to the file containing the private key if using
+        separate cert and key files (client_cert will contain only the cert)
+    :arg headers: any custom http headers to be add to requests
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    :arg pool_maxsize: Maximum connection pool size used by pool-manager
+        For custom connection-pooling on current session
+    :arg metrics: metrics is an instance of a subclass of the
+        :class:`~opensearchpy.Metrics` class, used for collecting
+        and reporting metrics related to the client's operations;
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: bool = True,
+        ssl_show_warn: bool = True,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        headers: Any = None,
+        http_compress: Any = None,
+        opaque_id: Any = None,
+        pool_maxsize: Any = None,
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        self.metrics = metrics
+        if not REQUESTS_AVAILABLE:
+            raise ImproperlyConfigured(
+                "Please install requests to use RequestsHttpConnection."
+            )
+
+        # Initialize Session so .headers works before calling super().__init__().
+        self.session = requests.Session()
+        for key in list(self.session.headers):
+            self.session.headers.pop(key)
+
+        # Mount http-adapter with custom connection-pool size. Default=10
+        if pool_maxsize and isinstance(pool_maxsize, int):
+            pool_adapter = requests.adapters.HTTPAdapter(pool_maxsize=pool_maxsize)
+            self.session.mount("http://", pool_adapter)
+            self.session.mount("https://", pool_adapter)
+
+        super(RequestsHttpConnection, self).__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        if not self.http_compress:
+            # Need to set this to 'None' otherwise Requests adds its own.
+            self.session.headers["accept-encoding"] = None  # type: ignore
+
+        if http_auth is not None:
+            if isinstance(http_auth, (tuple, list)):
+                http_auth = tuple(http_auth)
+            elif isinstance(http_auth, string_types):
+                http_auth = tuple(http_auth.split(":", 1))  # type: ignore
+            self.session.auth = http_auth
+
+        self.base_url = "%s%s" % (
+            self.host,
+            self.url_prefix,
+        )
+        self.session.verify = verify_certs
+        if not client_key:
+            self.session.cert = client_cert
+        elif client_cert:
+            # cert is a tuple of (certfile, keyfile)
+            self.session.cert = (client_cert, client_key)
+        if ca_certs:
+            if not verify_certs:
+                raise ImproperlyConfigured(
+                    "You cannot pass CA certificates when verify SSL is off."
+                )
+            self.session.verify = ca_certs
+        elif verify_certs:
+            ca_certs = self.default_ca_certs()
+            if ca_certs:
+                self.session.verify = ca_certs
+
+        if not ssl_show_warn:
+            requests.packages.urllib3.disable_warnings()  # type: ignore
+
+        if self.use_ssl and not verify_certs and ssl_show_warn:
+            warnings.warn(
+                "Connecting to %s using SSL with verify_certs=False is insecure."
+                % self.host
+            )
+
+    def perform_request(  # type: ignore
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        allow_redirects: Optional[bool] = True,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        url = self.base_url + url
+        headers = headers or {}
+        if params:
+            url = "%s?%s" % (url, urlencode(params or {}))
+
+        orig_body = body
+        if self.http_compress and body:
+            body = self._gzip_compress(body)
+            headers["content-encoding"] = "gzip"  # type: ignore
+
+        start = time.time()
+        request = requests.Request(method=method, headers=headers, url=url, data=body)
+        prepared_request = self.session.prepare_request(request)
+        settings = self.session.merge_environment_settings(
+            prepared_request.url, {}, None, None, None
+        )
+        send_kwargs: Any = {
+            "timeout": timeout or self.timeout,
+            "allow_redirects": allow_redirects,
+        }
+        send_kwargs.update(settings)
+        try:
+            self.metrics.request_start()
+            response = self.session.send(prepared_request, **send_kwargs)
+            duration = time.time() - start
+            raw_data = response.content.decode("utf-8", "surrogatepass")
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method,
+                url,
+                prepared_request.path_url,
+                orig_body,
+                time.time() - start,
+                exception=e,
+            )
+            if isinstance(e, requests.exceptions.SSLError):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(e, requests.Timeout):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+        finally:
+            self.metrics.request_end()
+
+        # raise warnings if any from the 'Warnings' header.
+        warnings_headers = (
+            (response.headers["warning"],) if "warning" in response.headers else ()
+        )
+        self._raise_warnings(warnings_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if (
+            not (200 <= response.status_code < 300)
+            and response.status_code not in ignore
+        ):
+            self.log_request_fail(
+                method,
+                url,
+                response.request.path_url,
+                orig_body,
+                duration,
+                response.status_code,
+                raw_data,
+            )
+            self._raise_error(
+                response.status_code,
+                raw_data,
+                response.headers.get("Content-Type"),
+            )
+
+        self.log_request_success(
+            method,
+            url,
+            response.request.path_url,
+            orig_body,
+            response.status_code,
+            raw_data,
+            duration,
+        )
+
+        return response.status_code, response.headers, raw_data
+
+    @property
+    def headers(self) -> Any:  # type: ignore
+        return self.session.headers
+
+    def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        self.session.close()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
new file mode 100644
index 000000000..e3b60cf3f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
@@ -0,0 +1,329 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import ssl
+import time
+import warnings
+from typing import Any, Callable, Collection, Mapping, Optional, Union
+
+import urllib3
+from urllib3.exceptions import ReadTimeoutError
+from urllib3.exceptions import SSLError as UrllibSSLError
+from urllib3.util.retry import Retry
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from ..compat import reraise_exceptions, urlencode
+from ..exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    ImproperlyConfigured,
+    SSLError,
+)
+from .base import Connection
+
+# sentinel value for `verify_certs` and `ssl_show_warn`.
+# This is used to detect if a user is passing in a value
+# for SSL kwargs if also using an SSLContext.
+VERIFY_CERTS_DEFAULT = object()
+SSL_SHOW_WARN_DEFAULT = object()
+
+
+def create_ssl_context(**kwargs: Any) -> Any:
+    """
+    A helper function around creating an SSL context
+
+    https://docs.python.org/3/library/ssl.html#context-creation
+
+    Accepts kwargs in the same manner as `create_default_context`.
+    """
+    ctx = ssl.create_default_context(**kwargs)
+    return ctx
+
+
+class Urllib3HttpConnection(Connection):
+    """
+    Default connection class using the `urllib3` library and the http protocol.
+
+    :arg host: hostname of the node (default: localhost)
+    :arg port: port to use (integer, default: 9200)
+    :arg url_prefix: optional url prefix for opensearch
+    :arg timeout: default timeout in seconds (float, default: 10)
+    :arg http_auth: optional http auth information as either ':' separated
+        string or a tuple
+    :arg use_ssl: use ssl for the connection if `True`
+    :arg verify_certs: whether to verify SSL certificates
+    :arg ssl_show_warn: show warning when verify certs is disabled
+    :arg ca_certs: optional path to CA bundle.
+        See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
+        for instructions how to get default set
+    :arg client_cert: path to the file containing the private key and the
+        certificate, or cert only if using client_key
+    :arg client_key: path to the file containing the private key if using
+        separate cert and key files (client_cert will contain only the cert)
+    :arg ssl_version: version of the SSL protocol to use. Choices are:
+        SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
+        ``ssl`` module for exact options for your environment).
+    :arg ssl_assert_hostname: use hostname verification if not `False`
+    :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
+    :arg pool_maxsize: the number of connections which will be kept open to this
+        host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
+        information.
+    :arg headers: any custom http headers to be add to requests
+    :arg http_compress: Use gzip compression
+    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
+        For tracing all requests made by this transport.
+    :arg metrics: metrics is an instance of a subclass of the
+        :class:`~opensearchpy.Metrics` class, used for collecting
+        and reporting metrics related to the client's operations;
+    """
+
+    def __init__(
+        self,
+        host: str = "localhost",
+        port: Optional[int] = None,
+        http_auth: Any = None,
+        use_ssl: bool = False,
+        verify_certs: Any = VERIFY_CERTS_DEFAULT,
+        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
+        ca_certs: Any = None,
+        client_cert: Any = None,
+        client_key: Any = None,
+        ssl_version: Any = None,
+        ssl_assert_hostname: Any = None,
+        ssl_assert_fingerprint: Any = None,
+        pool_maxsize: Any = None,
+        headers: Any = None,
+        ssl_context: Any = None,
+        http_compress: Any = None,
+        opaque_id: Any = None,
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        self.metrics = metrics
+        # Initialize headers before calling super().__init__().
+        self.headers = urllib3.make_headers(keep_alive=True)
+
+        super(Urllib3HttpConnection, self).__init__(
+            host=host,
+            port=port,
+            use_ssl=use_ssl,
+            headers=headers,
+            http_compress=http_compress,
+            opaque_id=opaque_id,
+            **kwargs
+        )
+
+        self.http_auth = http_auth
+        if self.http_auth is not None:
+            if isinstance(self.http_auth, Callable):  # type: ignore
+                pass
+            elif isinstance(self.http_auth, (tuple, list)):
+                self.headers.update(
+                    urllib3.make_headers(basic_auth=":".join(http_auth))
+                )
+            else:
+                self.headers.update(urllib3.make_headers(basic_auth=http_auth))
+
+        pool_class: Any = urllib3.HTTPConnectionPool
+        kw = {}
+
+        # if providing an SSL context, raise error if any other SSL related flag is used
+        if ssl_context and (
+            (verify_certs is not VERIFY_CERTS_DEFAULT)
+            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
+            or ca_certs
+            or client_cert
+            or client_key
+            or ssl_version
+        ):
+            warnings.warn(
+                "When using `ssl_context`, all other SSL related kwargs are ignored"
+            )
+
+        # if ssl_context provided use SSL by default
+        if ssl_context and self.use_ssl:
+            pool_class = urllib3.HTTPSConnectionPool
+            kw.update(
+                {
+                    "assert_fingerprint": ssl_assert_fingerprint,
+                    "ssl_context": ssl_context,
+                }
+            )
+
+        elif self.use_ssl:
+            pool_class = urllib3.HTTPSConnectionPool
+            kw.update(
+                {
+                    "ssl_version": ssl_version,
+                    "assert_hostname": ssl_assert_hostname,
+                    "assert_fingerprint": ssl_assert_fingerprint,
+                }
+            )
+
+            # Convert all sentinel values to their actual default
+            # values if not using an SSLContext.
+            if verify_certs is VERIFY_CERTS_DEFAULT:
+                verify_certs = True
+            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
+                ssl_show_warn = True
+
+            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
+            if verify_certs:
+                if not ca_certs:
+                    raise ImproperlyConfigured(
+                        "Root certificates are missing for certificate "
+                        "validation. Either pass them in using the ca_certs parameter or "
+                        "install certifi to use it automatically."
+                    )
+
+                kw.update(
+                    {
+                        "cert_reqs": "CERT_REQUIRED",
+                        "ca_certs": ca_certs,
+                        "cert_file": client_cert,
+                        "key_file": client_key,
+                    }
+                )
+            else:
+                kw["cert_reqs"] = "CERT_NONE"
+                if ssl_show_warn:
+                    warnings.warn(
+                        "Connecting to %s using SSL with verify_certs=False is insecure."
+                        % self.host
+                    )
+                if not ssl_show_warn:
+                    urllib3.disable_warnings()
+
+        if pool_maxsize and isinstance(pool_maxsize, int):
+            kw["maxsize"] = pool_maxsize
+
+        self._urllib3_pool_factory = lambda: pool_class(
+            self.hostname, port=self.port, timeout=self.timeout, **kw
+        )
+        self._create_urllib3_pool()
+
+    def _create_urllib3_pool(self) -> None:
+        self.pool = self._urllib3_pool_factory()  # type: ignore
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Optional[bytes] = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        if self.pool is None:
+            self._create_urllib3_pool()
+        assert self.pool is not None
+
+        url = self.url_prefix + url
+        if params:
+            url = "%s?%s" % (url, urlencode(params))
+
+        full_url = self.host + url
+
+        start = time.time()
+        orig_body = body
+        try:
+            kw = {}
+            if timeout:
+                kw["timeout"] = timeout
+
+            # in python2 we need to make sure the url and method are not
+            # unicode. Otherwise the body will be decoded into unicode too and
+            # that will fail (#133, #201).
+            if not isinstance(url, str):
+                url = url.encode("utf-8")
+            if not isinstance(method, str):
+                method = method.encode("utf-8")
+
+            request_headers = self.headers.copy()
+            request_headers.update(headers or ())
+
+            if self.http_compress and body:
+                body = self._gzip_compress(body)
+                request_headers["content-encoding"] = "gzip"
+
+            if self.http_auth is not None:
+                if isinstance(self.http_auth, Callable):  # type: ignore
+                    request_headers.update(self.http_auth(method, full_url, body))
+
+            self.metrics.request_start()
+
+            response = self.pool.urlopen(
+                method, url, body, retries=Retry(False), headers=request_headers, **kw
+            )
+            duration = time.time() - start
+            raw_data = response.data.decode("utf-8", "surrogatepass")
+        except reraise_exceptions:
+            raise
+        except Exception as e:
+            self.log_request_fail(
+                method, full_url, url, orig_body, time.time() - start, exception=e
+            )
+            if isinstance(e, UrllibSSLError):
+                raise SSLError("N/A", str(e), e)
+            if isinstance(e, ReadTimeoutError):
+                raise ConnectionTimeout("TIMEOUT", str(e), e)
+            raise ConnectionError("N/A", str(e), e)
+        finally:
+            self.metrics.request_end()
+
+        # raise warnings if any from the 'Warnings' header.
+        warning_headers = response.headers.get_all("warning", ())
+        self._raise_warnings(warning_headers)
+
+        # raise errors based on http status codes, let the client handle those if needed
+        if not (200 <= response.status < 300) and response.status not in ignore:
+            self.log_request_fail(
+                method, full_url, url, orig_body, duration, response.status, raw_data
+            )
+            self._raise_error(
+                response.status,
+                raw_data,
+                self.get_response_headers(response).get("content-type"),
+            )
+
+        self.log_request_success(
+            method, full_url, url, orig_body, response.status, raw_data, duration
+        )
+
+        return response.status, response.headers, raw_data
+
+    def get_response_headers(self, response: Any) -> Any:
+        return {header.lower(): value for header, value in response.headers.items()}
+
+    def close(self) -> None:
+        """
+        Explicitly closes connection
+        """
+        if self.pool:
+            self.pool.close()
+            self.pool = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
new file mode 100644
index 000000000..a7a61f4b3
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
@@ -0,0 +1,68 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any
+
+from .base import Connection
+
+try:
+    import queue
+except ImportError:
+    import Queue as queue  # type: ignore
+
+
+class PoolingConnection(Connection):
+    _free_connections: queue.Queue[Connection]
+
+    """
+    Base connection class for connections that use libraries without thread
+    safety and no capacity for connection pooling. To use this just implement a
+    ``_make_connection`` method that constructs a new connection and returns
+    it.
+    """
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        self._free_connections = queue.Queue()
+        super(PoolingConnection, self).__init__(*args, **kwargs)
+
+    def _make_connection(self) -> Connection:
+        raise NotImplementedError
+
+    def _get_connection(self) -> Connection:
+        try:
+            return self._free_connections.get_nowait()
+        except queue.Empty:
+            return self._make_connection()
+
+    def _release_connection(self, con: Connection) -> None:
+        self._free_connections.put(con)
+
+    def close(self) -> None:
+        """
+        Explicitly close connection
+        """
+        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
new file mode 100644
index 000000000..d796aa13a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
@@ -0,0 +1,335 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import logging
+import random
+import threading
+import time
+from queue import Empty, PriorityQueue
+from typing import Any, Dict, Optional, Sequence, Tuple, Type
+
+from .connection import Connection
+from .exceptions import ImproperlyConfigured
+
+logger: logging.Logger = logging.getLogger("opensearch")
+
+
+class ConnectionSelector(object):
+    """
+    Simple class used to select a connection from a list of currently live
+    connection instances. In init time it is passed a dictionary containing all
+    the connections' options which it can then use during the selection
+    process. When the `select` method is called it is given a list of
+    *currently* live connections to choose from.
+
+    The options dictionary is the one that has been passed to
+    :class:`~opensearchpy.Transport` as `hosts` param and the same that is
+    used to construct the Connection object itself. When the Connection was
+    created from information retrieved from the cluster via the sniffing
+    process it will be the dictionary returned by the `host_info_callback`.
+
+    Example of where this would be useful is a zone-aware selector that would
+    only select connections from its own zones and only fall back to other
+    connections where there would be none in its zones.
+    """
+
+    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
+        """
+        :arg opts: dictionary of connection instances and their options
+        """
+        self.connection_opts = opts
+
+    def select(self, connections: Sequence[Connection]) -> None:
+        """
+        Select a connection from the given list.
+
+        :arg connections: list of live connections to choose from
+        """
+        pass
+
+
+class RandomSelector(ConnectionSelector):
+    """
+    Select a connection at random
+    """
+
+    def select(self, connections: Sequence[Connection]) -> Any:
+        return random.choice(connections)
+
+
+class RoundRobinSelector(ConnectionSelector):
+    """
+    Selector using round-robin.
+    """
+
+    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
+        super(RoundRobinSelector, self).__init__(opts)
+        self.data = threading.local()
+
+    def select(self, connections: Sequence[Connection]) -> Any:
+        self.data.rr = getattr(self.data, "rr", -1) + 1
+        self.data.rr %= len(connections)
+        return connections[self.data.rr]
+
+
+class ConnectionPool(object):
+    """
+    Container holding the :class:`~opensearchpy.Connection` instances,
+    managing the selection process (via a
+    :class:`~opensearchpy.ConnectionSelector`) and dead connections.
+
+    It's only interactions are with the :class:`~opensearchpy.Transport` class
+    that drives all the actions within `ConnectionPool`.
+
+    Initially connections are stored on the class as a list and, along with the
+    connection options, get passed to the `ConnectionSelector` instance for
+    future reference.
+
+    Upon each request the `Transport` will ask for a `Connection` via the
+    `get_connection` method. If the connection fails (its `perform_request`
+    raises a `ConnectionError`) it will be marked as dead (via `mark_dead`) and
+    put on a timeout (if it fails N times in a row the timeout is exponentially
+    longer - the formula is `default_timeout * 2 ** (fail_count - 1)`). When
+    the timeout is over the connection will be resurrected and returned to the
+    live pool. A connection that has been previously marked as dead and
+    succeeds will be marked as live (its fail count will be deleted).
+    """
+
+    connections_opts: Sequence[Tuple[Connection, Any]]
+    connections: Any
+    orig_connections: Tuple[Connection, ...]
+    dead: Any
+    dead_count: Dict[Any, int]
+    dead_timeout: float
+    timeout_cutoff: int
+    selector: Any
+
+    def __init__(
+        self,
+        connections: Any,
+        dead_timeout: float = 60,
+        timeout_cutoff: int = 5,
+        selector_class: Type[ConnectionSelector] = RoundRobinSelector,
+        randomize_hosts: bool = True,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg connections: list of tuples containing the
+            :class:`~opensearchpy.Connection` instance and its options
+        :arg dead_timeout: number of seconds a connection should be retired for
+            after a failure, increases on consecutive failures
+        :arg timeout_cutoff: number of consecutive failures after which the
+            timeout doesn't increase
+        :arg selector_class: :class:`~opensearchpy.ConnectionSelector`
+            subclass to use if more than one connection is live
+        :arg randomize_hosts: shuffle the list of connections upon arrival to
+            avoid dog piling effect across processes
+        """
+        if not connections:
+            raise ImproperlyConfigured(
+                "No defined connections, you need to " "specify at least one host."
+            )
+        self.connection_opts = connections
+        self.connections = [c for (c, opts) in connections]
+        # remember original connection list for resurrect(force=True)
+        self.orig_connections = tuple(self.connections)
+        # PriorityQueue for thread safety and ease of timeout management
+        self.dead = PriorityQueue(len(self.connections))
+        self.dead_count = {}
+
+        if randomize_hosts:
+            # randomize the connection list to avoid all clients hitting same node
+            # after startup/restart
+            random.shuffle(self.connections)
+
+        # default timeout after which to try resurrecting a connection
+        self.dead_timeout = dead_timeout
+        self.timeout_cutoff = timeout_cutoff
+
+        self.selector = selector_class(dict(connections))  # type: ignore
+
+    def mark_dead(self, connection: Any, now: Optional[float] = None) -> None:
+        """
+        Mark the connection as dead (failed). Remove it from the live pool and
+        put it on a timeout.
+
+        :arg connection: the failed instance
+        """
+        # allow inject for testing purposes
+        now = now if now else time.time()
+        try:
+            self.connections.remove(connection)
+        except ValueError:
+            logger.info(
+                "Attempted to remove %r, but it does not exist in the connection pool.",
+                connection,
+            )
+            # connection not alive or another thread marked it already, ignore
+            return
+        else:
+            dead_count = self.dead_count.get(connection, 0) + 1
+            self.dead_count[connection] = dead_count
+            timeout = self.dead_timeout * 2 ** min(dead_count - 1, self.timeout_cutoff)
+            self.dead.put((now + timeout, connection))
+            logger.warning(
+                "Connection %r has failed for %i times in a row, putting on %i second timeout.",
+                connection,
+                dead_count,
+                timeout,
+            )
+
+    def mark_live(self, connection: Any) -> None:
+        """
+        Mark connection as healthy after a resurrection. Resets the fail
+        counter for the connection.
+
+        :arg connection: the connection to redeem
+        """
+        try:
+            del self.dead_count[connection]
+        except KeyError:
+            # race condition, safe to ignore
+            pass
+
+    def resurrect(self, force: bool = False) -> Any:
+        """
+        Attempt to resurrect a connection from the dead pool. It will try to
+        locate one (not all) eligible (its timeout is over) connection to
+        return to the live pool. Any resurrected connection is also returned.
+
+        :arg force: resurrect a connection even if there is none eligible (used
+            when we have no live connections). If force is specified resurrect
+            always returns a connection.
+
+        """
+        # no dead connections
+        if self.dead.empty():
+            # we are forced to return a connection, take one from the original
+            # list. This is to avoid a race condition where get_connection can
+            # see no live connections but when it calls resurrect self.dead is
+            # also empty. We assume that other threat has resurrected all
+            # available connections so we can safely return one at random.
+            if force:
+                return random.choice(self.orig_connections)
+            return
+
+        try:
+            # retrieve a connection to check
+            timeout, connection = self.dead.get(block=False)
+        except Empty:
+            # other thread has been faster and the queue is now empty. If we
+            # are forced, return a connection at random again.
+            if force:
+                return random.choice(self.orig_connections)
+            return
+
+        if not force and timeout > time.time():
+            # return it back if not eligible and not forced
+            self.dead.put((timeout, connection))
+            return
+
+        # either we were forced or the connection is eligible to be retried
+        self.connections.append(connection)
+        logger.info("Resurrecting connection %r (force=%s).", connection, force)
+        return connection
+
+    def get_connection(self) -> Any:
+        """
+        Return a connection from the pool using the `ConnectionSelector`
+        instance.
+
+        It tries to resurrect eligible connections, forces a resurrection when
+        no connections are available and passes the list of live connections to
+        the selector instance to choose from.
+
+        Returns a connection instance and its current fail count.
+        """
+        self.resurrect()
+        connections = self.connections[:]
+
+        # no live nodes, resurrect one by force and return it
+        if not connections:
+            return self.resurrect(True)
+
+        # only call selector if we have a selection
+        if len(connections) > 1:
+            return self.selector.select(connections)
+
+        # only one connection, no need for a selector
+        return connections[0]
+
+    def close(self) -> Any:
+        """
+        Explicitly closes connections
+        """
+        for conn in self.connections:
+            conn.close()
+
+    def __repr__(self) -> str:
+        return "<%s: %r>" % (type(self).__name__, self.connections)
+
+
+class DummyConnectionPool(ConnectionPool):
+    def __init__(self, connections: Any, **kwargs: Any) -> None:
+        if len(connections) != 1:
+            raise ImproperlyConfigured(
+                "DummyConnectionPool needs exactly one " "connection defined."
+            )
+        # we need connection opts for sniffing logic
+        self.connection_opts = connections
+        self.connection: Any = connections[0][0]
+        self.connections = (self.connection,)
+
+    def get_connection(self) -> Any:
+        return self.connection
+
+    def close(self) -> None:
+        """
+        Explicitly closes connections
+        """
+        self.connection.close()
+
+    def _noop(self, *args: Any, **kwargs: Any) -> Any:
+        pass
+
+    mark_dead = mark_live = resurrect = _noop
+
+
+class EmptyConnectionPool(ConnectionPool):
+    """A connection pool that is empty. Errors out if used."""
+
+    def __init__(self, *_: Any, **__: Any) -> None:
+        self.connections = []
+        self.connection_opts = []
+
+    def get_connection(self) -> Connection:
+        raise ImproperlyConfigured("No connections were configured")
+
+    def _noop(self, *args: Any, **kwargs: Any) -> Any:
+        pass
+
+    close = mark_dead = mark_live = resurrect = _noop
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
new file mode 100644
index 000000000..fdea1e2a7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
@@ -0,0 +1,210 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, Dict, Type, Union
+
+__all__ = [
+    "ImproperlyConfigured",
+    "OpenSearchException",
+    "SerializationError",
+    "TransportError",
+    "NotFoundError",
+    "ConflictError",
+    "RequestError",
+    "ConnectionError",
+    "SSLError",
+    "ConnectionTimeout",
+    "AuthenticationException",
+    "AuthorizationException",
+    "OpenSearchDslException",
+    "UnknownDslObject",
+    "ValidationException",
+    "IllegalOperation",
+    "OpenSearchWarning",
+    "OpenSearchDeprecationWarning",
+]
+
+
+class ImproperlyConfigured(Exception):
+    """
+    Exception raised when the config passed to the client is inconsistent or invalid.
+    """
+
+
+class OpenSearchException(Exception):
+    """
+    Base class for all exceptions raised by this package's operations (doesn't
+    apply to :class:`~opensearchpy.ImproperlyConfigured`).
+    """
+
+
+class SerializationError(OpenSearchException):
+    """
+    Data passed in failed to serialize properly in the ``Serializer`` being
+    used.
+    """
+
+
+class TransportError(OpenSearchException):
+    """
+    Exception raised when OpenSearch returns a non-OK (>=400) HTTP status code. Or when
+    an actual connection error happens; in that case the ``status_code`` will
+    be set to ``'N/A'``.
+    """
+
+    @property
+    def status_code(self) -> Union[str, int]:
+        """
+        The HTTP status code of the response that precipitated the error or
+        ``'N/A'`` if not applicable.
+        """
+        return self.args[0]  # type: ignore
+
+    @property
+    def error(self) -> str:
+        """A string error message."""
+        return self.args[1]  # type: ignore
+
+    @property
+    def info(self) -> Union[Dict[str, Any], Exception, Any]:
+        """
+        Dict of returned error info from OpenSearch, where available, underlying
+        exception when not.
+        """
+        return self.args[2]
+
+    def __str__(self) -> str:
+        cause = ""
+        try:
+            if self.info and isinstance(self.info, dict) and "error" in self.info:
+                error = self.info["error"]
+                if isinstance(error, dict):
+                    root_cause = error["root_cause"][0]
+                    cause = ", ".join(
+                        filter(
+                            None,
+                            [
+                                repr(root_cause["reason"]),
+                                root_cause.get("resource.id"),
+                                root_cause.get("resource.type"),
+                            ],
+                        )
+                    )
+
+                else:
+                    cause = repr(self.info["error"])
+        except LookupError:
+            pass
+        msg = ", ".join(filter(None, [str(self.status_code), repr(self.error), cause]))
+        return "%s(%s)" % (self.__class__.__name__, msg)
+
+
+class ConnectionError(TransportError):
+    """
+    Error raised when there was an exception while talking to OpenSearch. Original
+    exception from the underlying :class:`~opensearchpy.Connection`
+    implementation is available as ``.info``.
+    """
+
+    def __str__(self) -> str:
+        return "ConnectionError(%s) caused by: %s(%s)" % (
+            self.error,
+            self.info.__class__.__name__,
+            self.info,
+        )
+
+
+class SSLError(ConnectionError):
+    """Error raised when encountering SSL errors."""
+
+
+class ConnectionTimeout(ConnectionError):
+    """A network timeout. Doesn't cause a node retry by default."""
+
+    def __str__(self) -> str:
+        return "ConnectionTimeout caused by - %s(%s)" % (
+            self.info.__class__.__name__,
+            self.info,
+        )
+
+
+class NotFoundError(TransportError):
+    """Exception representing a 404 status code."""
+
+
+class ConflictError(TransportError):
+    """Exception representing a 409 status code."""
+
+
+class RequestError(TransportError):
+    """Exception representing a 400 status code."""
+
+
+class AuthenticationException(TransportError):
+    """Exception representing a 401 status code."""
+
+
+class AuthorizationException(TransportError):
+    """Exception representing a 403 status code."""
+
+
+class OpenSearchDslException(Exception):
+    """Base class for all OpenSearchDsl exceptions"""
+
+
+class UnknownDslObject(OpenSearchDslException):
+    """Exception representing UnknownDSLObject"""
+
+
+class ValidationException(ValueError, OpenSearchDslException):
+    """Exception representing Validation Error"""
+
+
+class IllegalOperation(OpenSearchDslException):
+    """Exception representing IllegalOperation"""
+
+
+class OpenSearchWarning(Warning):
+    """Warning that is raised when a deprecated option
+    or incorrect usage is flagged via the 'Warning' HTTP header.
+    """
+
+
+# Alias of 'OpenSearchWarning' for backwards compatibility.
+# Additional functionality was added to the 'Warning' HTTP header
+# not related to deprecations.
+OpenSearchDeprecationWarning = OpenSearchWarning
+
+
+# more generic mappings from status_code to python exceptions
+HTTP_EXCEPTIONS: Dict[int, Type[OpenSearchException]] = {
+    400: RequestError,
+    401: AuthenticationException,
+    403: AuthorizationException,
+    404: NotFoundError,
+    409: ConflictError,
+}
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
new file mode 100644
index 000000000..8057de7ec
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
@@ -0,0 +1,67 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from .._async.helpers.actions import (
+    async_bulk,
+    async_reindex,
+    async_scan,
+    async_streaming_bulk,
+)
+from .actions import (
+    _chunk_actions,
+    _process_bulk_chunk,
+    bulk,
+    expand_action,
+    parallel_bulk,
+    reindex,
+    scan,
+    streaming_bulk,
+)
+from .asyncsigner import AWSV4SignerAsyncAuth
+from .errors import BulkIndexError, ScanError
+from .signer import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
+
+__all__ = [
+    "BulkIndexError",
+    "ScanError",
+    "expand_action",
+    "streaming_bulk",
+    "bulk",
+    "parallel_bulk",
+    "scan",
+    "reindex",
+    "_chunk_actions",
+    "_process_bulk_chunk",
+    "AWSV4SignerAuth",
+    "AWSV4SignerAsyncAuth",
+    "RequestsAWSV4SignerAuth",
+    "Urllib3AWSV4SignerAuth",
+    "async_scan",
+    "async_bulk",
+    "async_reindex",
+    "async_streaming_bulk",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
new file mode 100644
index 000000000..c7f241390
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
@@ -0,0 +1,691 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import logging
+import time
+from operator import methodcaller
+from typing import Any, Optional
+
+from ..compat import Mapping, Queue, map, string_types
+from ..exceptions import TransportError
+from .errors import BulkIndexError, ScanError
+
+logger = logging.getLogger("opensearchpy.helpers")
+
+
+def expand_action(data: Any) -> Any:
+    """
+    From one document or action definition passed in by the user extract the
+    action/data lines needed for opensearch's
+    :meth:`~opensearchpy.OpenSearch.bulk` api.
+    """
+    # when given a string, assume user wants to index raw json
+    if isinstance(data, string_types):
+        return '{"index":{}}', data
+
+    # make sure we don't alter the action
+    data = data.copy()
+    op_type = data.pop("_op_type", "index")
+    action: Any = {op_type: {}}
+
+    # If '_source' is a dict use it for source
+    # otherwise if op_type == 'update' then
+    # '_source' should be in the metadata.
+    if (
+        op_type == "update"
+        and "_source" in data
+        and not isinstance(data["_source"], Mapping)
+    ):
+        action[op_type]["_source"] = data.pop("_source")
+
+    for key in (
+        "_id",
+        "_index",
+        "_if_seq_no",
+        "_if_primary_term",
+        "_parent",
+        "_percolate",
+        "_retry_on_conflict",
+        "_routing",
+        "_timestamp",
+        "_version",
+        "_version_type",
+        "if_seq_no",
+        "if_primary_term",
+        "parent",
+        "pipeline",
+        "retry_on_conflict",
+        "routing",
+        "version",
+        "version_type",
+    ):
+        if key in data:
+            if key in {
+                "_if_seq_no",
+                "_if_primary_term",
+                "_parent",
+                "_retry_on_conflict",
+                "_routing",
+                "_version",
+                "_version_type",
+            }:
+                action[op_type][key[1:]] = data.pop(key)
+            else:
+                action[op_type][key] = data.pop(key)
+
+    # no data payload for delete
+    if op_type == "delete":
+        return action, None
+
+    return action, data.get("_source", data)
+
+
+class _ActionChunker:
+    def __init__(self, chunk_size: int, max_chunk_bytes: int, serializer: Any) -> None:
+        self.chunk_size = chunk_size
+        self.max_chunk_bytes = max_chunk_bytes
+        self.serializer = serializer
+
+        self.size = 0
+        self.action_count = 0
+        self.bulk_actions: Any = []
+        self.bulk_data: Any = []
+
+    def feed(self, action: Any, data: Any) -> Any:
+        ret = None
+        raw_data, raw_action = data, action
+        action = self.serializer.dumps(action)
+        # +1 to account for the trailing new line character
+        cur_size = len(action.encode("utf-8")) + 1
+
+        if data is not None:
+            data = self.serializer.dumps(data)
+            cur_size += len(data.encode("utf-8")) + 1
+
+        # full chunk, send it and start a new one
+        if self.bulk_actions and (
+            self.size + cur_size > self.max_chunk_bytes
+            or self.action_count == self.chunk_size
+        ):
+            ret = (self.bulk_data, self.bulk_actions)
+            self.bulk_actions, self.bulk_data = [], []
+            self.size, self.action_count = 0, 0
+
+        self.bulk_actions.append(action)
+        if data is not None:
+            self.bulk_actions.append(data)
+            self.bulk_data.append((raw_action, raw_data))
+        else:
+            self.bulk_data.append((raw_action,))
+
+        self.size += cur_size
+        self.action_count += 1
+        return ret
+
+    def flush(self) -> Any:
+        ret = None
+        if self.bulk_actions:
+            ret = (self.bulk_data, self.bulk_actions)
+            self.bulk_actions, self.bulk_data = [], []
+        return ret
+
+
+def _chunk_actions(
+    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
+) -> Any:
+    """
+    Split actions into chunks by number or size, serialize them into strings in
+    the process.
+    """
+    chunker = _ActionChunker(
+        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
+    )
+    for action, data in actions:
+        ret = chunker.feed(action, data)
+        if ret:
+            yield ret
+    ret = chunker.flush()
+    if ret:
+        yield ret
+
+
+def _process_bulk_chunk_success(
+    resp: Any, bulk_data: Any, ignore_status: Any = (), raise_on_error: bool = True
+) -> Any:
+    # if raise on error is set, we need to collect errors per chunk before raising them
+    errors = []
+
+    # go through request-response pairs and detect failures
+    for data, (op_type, item) in zip(
+        bulk_data, map(methodcaller("popitem"), resp["items"])
+    ):
+        status_code = item.get("status", 500)
+
+        ok = 200 <= status_code < 300
+        if not ok and raise_on_error and status_code not in ignore_status:
+            # include original document source
+            if len(data) > 1:
+                item["data"] = data[1]
+            errors.append({op_type: item})
+
+        if ok or not errors:
+            # if we are not just recording all errors to be able to raise
+            # them all at once, yield items individually
+            yield ok, {op_type: item}
+
+    if errors:
+        raise BulkIndexError("%i document(s) failed to index." % len(errors), errors)
+
+
+def _process_bulk_chunk_error(
+    error: Any,
+    bulk_data: Any,
+    ignore_status: Any = (),
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+) -> Any:
+    # default behavior - just propagate exception
+    if raise_on_exception and error.status_code not in ignore_status:
+        raise error
+
+    # if we are not propagating, mark all actions in current chunk as failed
+    err_message = str(error)
+    exc_errors = []
+
+    for data in bulk_data:
+        # collect all the information about failed actions
+        op_type, action = data[0].copy().popitem()
+        info = {"error": err_message, "status": error.status_code, "exception": error}
+        if op_type != "delete":
+            info["data"] = data[1]
+        info.update(action)
+        exc_errors.append({op_type: info})
+
+    # emulate standard behavior for failed actions
+    if raise_on_error and error.status_code not in ignore_status:
+        raise BulkIndexError(
+            "%i document(s) failed to index." % len(exc_errors), exc_errors
+        )
+    else:
+        for err in exc_errors:
+            yield False, err
+
+
+def _process_bulk_chunk(
+    client: Any,
+    bulk_actions: Any,
+    bulk_data: Any,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Send a bulk request to opensearch and process the output.
+    """
+    if not isinstance(ignore_status, (list, tuple)):
+        ignore_status = (ignore_status,)
+
+    try:
+        # send the actual request
+        resp = client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
+    except TransportError as e:
+        gen = _process_bulk_chunk_error(
+            error=e,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_exception=raise_on_exception,
+            raise_on_error=raise_on_error,
+        )
+    else:
+        gen = _process_bulk_chunk_success(
+            resp=resp,
+            bulk_data=bulk_data,
+            ignore_status=ignore_status,
+            raise_on_error=raise_on_error,
+        )
+    for item in gen:
+        yield item
+
+
+def streaming_bulk(
+    client: Any,
+    actions: Any,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    raise_on_error: bool = True,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    max_retries: int = 0,
+    initial_backoff: int = 2,
+    max_backoff: int = 600,
+    yield_ok: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Streaming bulk consumes actions from the iterable passed in and yields
+    results per action. For non-streaming usecases use
+    :func:`~opensearchpy.helpers.bulk` which is a wrapper around streaming
+    bulk that returns summary information about the bulk operation once the
+    entire input is consumed and sent.
+
+    If you specify ``max_retries`` it will also retry any documents that were
+    rejected with a ``429`` status code. To do this it will wait (**by calling
+    time.sleep which will block**) for ``initial_backoff`` seconds and then,
+    every subsequent rejection for the same chunk, for double the time every
+    time up to ``max_backoff`` seconds.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterable containing the actions to be executed
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg max_retries: maximum number of times a document will be retried when
+        ``429`` is received, set to 0 (default) for no retries on ``429``
+    :arg initial_backoff: number of seconds we should wait before the first
+        retry. Any subsequent retries will be powers of ``initial_backoff *
+        2**retry_number``
+    :arg max_backoff: maximum number of seconds a retry will wait
+    :arg yield_ok: if set to False will skip successful documents in the output
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+    actions = map(expand_action_callback, actions)
+
+    for bulk_data, bulk_actions in _chunk_actions(
+        actions, chunk_size, max_chunk_bytes, client.transport.serializer
+    ):
+        for attempt in range(max_retries + 1):
+            to_retry: Any = []
+            to_retry_data: Any = []
+            if attempt:
+                time.sleep(min(max_backoff, initial_backoff * 2 ** (attempt - 1)))
+
+            try:
+                for data, (ok, info) in zip(
+                    bulk_data,
+                    _process_bulk_chunk(
+                        client,
+                        bulk_actions,
+                        bulk_data,
+                        raise_on_exception,
+                        raise_on_error,
+                        ignore_status,
+                        *args,
+                        **kwargs
+                    ),
+                ):
+                    if not ok:
+                        action, info = info.popitem()
+                        # retry if retries enabled, we get 429, and we are not
+                        # in the last attempt
+                        if (
+                            max_retries
+                            and info["status"] == 429
+                            and (attempt + 1) <= max_retries
+                        ):
+                            # _process_bulk_chunk expects strings so we need to
+                            # re-serialize the data
+                            to_retry.extend(
+                                map(client.transport.serializer.dumps, data)
+                            )
+                            to_retry_data.append(data)
+                        else:
+                            yield ok, {action: info}
+                    elif yield_ok:
+                        yield ok, info
+
+            except TransportError as e:
+                # suppress 429 errors since we will retry them
+                if attempt == max_retries or e.status_code != 429:
+                    raise
+            else:
+                if not to_retry:
+                    break
+                # retry only subset of documents that didn't succeed
+                bulk_actions, bulk_data = to_retry, to_retry_data
+
+
+def bulk(
+    client: Any,
+    actions: Any,
+    stats_only: bool = False,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Helper for the :meth:`~opensearchpy.OpenSearch.bulk` api that provides
+    a more human friendly interface - it consumes an iterator of actions and
+    sends them to opensearch in chunks. It returns a tuple with summary
+    information - number of successfully executed actions and either list of
+    errors or number of errors if ``stats_only`` is set to ``True``. Note that
+    by default we raise a ``BulkIndexError`` when we encounter an error so
+    options like ``stats_only`` only apply when ``raise_on_error`` is set to
+    ``False``.
+
+    When errors are being collected original document data is included in the
+    error dictionary which can lead to an extra high memory usage. If you need
+    to process a lot of data and want to ignore/collect errors please consider
+    using the :func:`~opensearchpy.helpers.streaming_bulk` helper which will
+    just return the errors and not store them in memory.
+
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg stats_only: if `True` only report number of successful/failed
+        operations instead of just number of successful and a list of error responses
+    :arg ignore_status: list of HTTP status code that you want to ignore
+
+    Any additional keyword arguments will be passed to
+    :func:`~opensearchpy.helpers.streaming_bulk` which is used to execute
+    the operation, see :func:`~opensearchpy.helpers.streaming_bulk` for more
+    accepted parameters.
+    """
+    success, failed = 0, 0
+
+    # list of errors to be collected is not stats_only
+    errors = []
+
+    # make streaming_bulk yield successful results so we can count them
+    kwargs["yield_ok"] = True
+    for ok, item in streaming_bulk(client, actions, ignore_status=ignore_status, *args, **kwargs):  # type: ignore
+        # go through request-response pairs and detect failures
+        if not ok:
+            if not stats_only:
+                errors.append(item)
+            failed += 1
+        else:
+            success += 1
+
+    return success, failed if stats_only else errors
+
+
+def parallel_bulk(
+    client: Any,
+    actions: Any,
+    thread_count: int = 4,
+    chunk_size: int = 500,
+    max_chunk_bytes: int = 100 * 1024 * 1024,
+    queue_size: int = 4,
+    expand_action_callback: Any = expand_action,
+    raise_on_exception: bool = True,
+    raise_on_error: bool = True,
+    ignore_status: Any = (),
+    *args: Any,
+    **kwargs: Any
+) -> Any:
+    """
+    Parallel version of the bulk helper run in multiple threads at once.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg actions: iterator containing the actions
+    :arg thread_count: size of the threadpool to use for the bulk requests
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
+    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
+        from the execution of the last chunk when some occur. By default we raise.
+    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
+        call to ``bulk`` and just report the items that failed as failed.
+    :arg expand_action_callback: callback executed on each action passed in,
+        should return a tuple containing the action line and the data line
+        (`None` if data line should be omitted).
+    :arg queue_size: size of the task queue between the main thread (producing
+        chunks to send) and the processing threads.
+    :arg ignore_status: list of HTTP status code that you want to ignore
+    """
+    # Avoid importing multiprocessing unless parallel_bulk is used
+    # to avoid exceptions on restricted environments like App Engine
+    from multiprocessing.pool import ThreadPool
+
+    actions = map(expand_action_callback, actions)
+
+    class BlockingPool(ThreadPool):
+        def _setup_queues(self) -> None:
+            super(BlockingPool, self)._setup_queues()  # type: ignore
+            # The queue must be at least the size of the number of threads to
+            # prevent hanging when inserting sentinel values during teardown.
+            self._inqueue: Any = Queue(max(queue_size, thread_count))
+            self._quick_put = self._inqueue.put
+
+    pool = BlockingPool(thread_count)
+
+    try:
+        for result in pool.imap(
+            lambda bulk_chunk: list(
+                _process_bulk_chunk(
+                    client,
+                    bulk_chunk[1],
+                    bulk_chunk[0],
+                    raise_on_exception,
+                    raise_on_error,
+                    ignore_status,
+                    *args,
+                    **kwargs
+                )
+            ),
+            _chunk_actions(
+                actions, chunk_size, max_chunk_bytes, client.transport.serializer
+            ),
+        ):
+            for item in result:
+                yield item
+
+    finally:
+        pool.close()
+        pool.join()
+
+
+def scan(
+    client: Any,
+    query: Any = None,
+    scroll: Optional[str] = "5m",
+    raise_on_error: Optional[bool] = True,
+    preserve_order: Optional[bool] = False,
+    size: Optional[int] = 1000,
+    request_timeout: Optional[float] = None,
+    clear_scroll: Optional[bool] = True,
+    scroll_kwargs: Any = None,
+    **kwargs: Any
+) -> Any:
+    """
+    Simple abstraction on top of the
+    :meth:`~opensearchpy.OpenSearch.scroll` api - a simple iterator that
+    yields all hits as returned by underlining scroll requests.
+
+    By default scan does not return results in any pre-determined order. To
+    have a standard order in the returned documents (either by score or
+    explicit sort definition) when scrolling, use ``preserve_order=True``. This
+    may be an expensive operation and will negate the performance benefits of
+    using ``scan``.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
+    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg raise_on_error: raises an exception (``ScanError``) if an error is
+        encountered (some shards fail to execute). By default we raise.
+    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
+        cause the scroll to paginate with preserving the order. Note that this
+        can be an extremely expensive operation and can easily lead to
+        unpredictable results, use with caution.
+    :arg size: size (per shard) of the batch send at each iteration.
+    :arg request_timeout: explicit timeout for each call to ``scan``
+    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
+        scroll API at the end of the method on completion or error, defaults
+        to true.
+    :arg scroll_kwargs: additional kwargs to be passed to
+        :meth:`~opensearchpy.OpenSearch.scroll`
+
+    Any additional keyword arguments will be passed to the initial
+    :meth:`~opensearchpy.OpenSearch.search` call::
+
+        scan(client,
+            query={"query": {"match": {"title": "python"}}},
+            index="orders-*",
+            doc_type="books"
+        )
+
+    """
+    scroll_kwargs = scroll_kwargs or {}
+
+    if not preserve_order:
+        query = query.copy() if query else {}
+        query["sort"] = "_doc"
+
+    # Grab options that should be propagated to every
+    # API call within this helper instead of just 'search()'
+    transport_kwargs = {}
+    for key in ("headers", "api_key", "http_auth"):
+        if key in kwargs:
+            transport_kwargs[key] = kwargs[key]
+
+    # If the user is using 'scroll_kwargs' we want
+    # to propagate there too, but to not break backwards
+    # compatibility we'll not override anything already given.
+    if scroll_kwargs is not None and transport_kwargs:
+        for key, val in transport_kwargs.items():
+            scroll_kwargs.setdefault(key, val)
+
+    # initial search
+    resp = client.search(
+        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
+    )
+    scroll_id = resp.get("_scroll_id")
+
+    try:
+        while scroll_id and resp.get("hits", {}).get("hits"):
+            for hit in resp.get("hits", {}).get("hits", []):
+                yield hit
+
+            _shards = resp.get("_shards")
+
+            if _shards:
+                # Default to 0 if the value isn't included in the response
+                shards_successful = _shards.get("successful", 0)
+                shards_skipped = _shards.get("skipped", 0)
+                shards_total = _shards.get("total", 0)
+
+            # check if we have any errors
+            if (shards_successful + shards_skipped) < shards_total:
+                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
+                logger.warning(
+                    shards_message,
+                    shards_successful,
+                    shards_skipped,
+                    shards_total,
+                )
+                if raise_on_error:
+                    raise ScanError(
+                        scroll_id,
+                        shards_message
+                        % (
+                            shards_successful,
+                            shards_skipped,
+                            shards_total,
+                        ),
+                    )
+
+            resp = client.scroll(
+                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
+            )
+            scroll_id = resp.get("_scroll_id")
+
+    finally:
+        if scroll_id and clear_scroll:
+            client.clear_scroll(
+                body={"scroll_id": [scroll_id]}, ignore=(404,), **transport_kwargs
+            )
+
+
+def reindex(
+    client: Any,
+    source_index: Any,
+    target_index: Any,
+    query: Any = None,
+    target_client: Any = None,
+    chunk_size: int = 500,
+    scroll: str = "5m",
+    scan_kwargs: Any = {},
+    bulk_kwargs: Any = {},
+) -> Any:
+    """
+    Reindex all documents from one index that satisfy a given query
+    to another, potentially (if `target_client` is specified) on a different cluster.
+    If you don't specify the query you will reindex all the documents.
+
+    Since ``2.3`` a :meth:`~opensearchpy.OpenSearch.reindex` api is
+    available as part of opensearch itself. It is recommended to use the api
+    instead of this helper wherever possible. The helper is here mostly for
+    backwards compatibility and for situations where more flexibility is
+    needed.
+
+    .. note::
+
+        This helper doesn't transfer mappings, just the data.
+
+    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use (for
+        read if `target_client` is specified as well)
+    :arg source_index: index (or list of indices) to read documents from
+    :arg target_index: name of the index in the target cluster to populate
+    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
+    :arg target_client: optional, is specified will be used for writing (thus
+        enabling reindex between clusters)
+    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
+    :arg scroll: Specify how long a consistent view of the index should be
+        maintained for scrolled search
+    :arg scan_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.scan`
+    :arg bulk_kwargs: additional kwargs to be passed to
+        :func:`~opensearchpy.helpers.bulk`
+    """
+    target_client = client if target_client is None else target_client
+    docs = scan(client, query=query, index=source_index, scroll=scroll, **scan_kwargs)
+
+    def _change_doc_index(hits: Any, index: Any) -> Any:
+        for h in hits:
+            h["_index"] = index
+            if "fields" in h:
+                h.update(h.pop("fields"))
+            yield h
+
+    kwargs = {"stats_only": True}
+    kwargs.update(bulk_kwargs)
+    return bulk(
+        target_client,
+        _change_doc_index(docs, target_index),
+        chunk_size=chunk_size,
+        **kwargs
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
new file mode 100644
index 000000000..a9b87521b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
@@ -0,0 +1,457 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import collections.abc as collections_abc
+from typing import Any, Optional
+
+from .response.aggs import AggResponse, BucketData, FieldBucketData, TopHitsData
+from .utils import DslBase
+
+
+def A(  # pylint: disable=invalid-name
+    name_or_agg: Any, filter: Any = None, **params: Any
+) -> Any:
+    if filter is not None:
+        if name_or_agg != "filter":
+            raise ValueError(
+                "Aggregation %r doesn't accept positional argument 'filter'."
+                % name_or_agg
+            )
+        params["filter"] = filter
+
+    # {"terms": {"field": "tags"}, "aggs": {...}}
+    if isinstance(name_or_agg, collections_abc.Mapping):
+        if params:
+            raise ValueError("A() cannot accept parameters when passing in a dict.")
+        # copy to avoid modifying in-place
+        agg = name_or_agg.copy()  # type: ignore
+        # pop out nested aggs
+        aggs = agg.pop("aggs", None)
+        # pop out meta data
+        meta = agg.pop("meta", None)
+        # should be {"terms": {"field": "tags"}}
+        if len(agg) != 1:
+            raise ValueError(
+                'A() can only accept dict with an aggregation ({"terms": {...}}). '
+                "Instead it got (%r)" % name_or_agg
+            )
+        agg_type, params = agg.popitem()
+        if aggs:
+            params = params.copy()
+            params["aggs"] = aggs
+        if meta:
+            params = params.copy()
+            params["meta"] = meta
+        return Agg.get_dsl_class(agg_type)(_expand__to_dot=False, **params)
+
+    # Terms(...) just return the nested agg
+    elif isinstance(name_or_agg, Agg):
+        if params:
+            raise ValueError(
+                "A() cannot accept parameters when passing in an Agg object."
+            )
+        return name_or_agg
+
+    # "terms", field="tags"
+    return Agg.get_dsl_class(name_or_agg)(**params)
+
+
+class Agg(DslBase):
+    _type_name: str = "agg"
+    _type_shortcut = staticmethod(A)
+    name: Optional[str] = None
+
+    def __contains__(self, key: Any) -> bool:
+        return False
+
+    def to_dict(self) -> Any:
+        d = super(Agg, self).to_dict()
+        if "meta" in d[self.name]:
+            d["meta"] = d[self.name].pop("meta")
+        return d
+
+    def result(self, search: Any, data: Any) -> Any:
+        return AggResponse(self, search, data)
+
+
+class AggBase(object):
+    _param_defs = {
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+    def __contains__(self: Any, key: Any) -> bool:
+        return key in self._params.get("aggs", {})
+
+    def __getitem__(self: Any, agg_name: Any) -> Any:
+        agg = self._params.setdefault("aggs", {})[agg_name]  # propagate KeyError
+
+        # make sure we're not mutating a shared state - whenever accessing a
+        # bucket, return a shallow copy of it to be safe
+        if isinstance(agg, Bucket):
+            agg = A(agg.name, **agg._params)
+            # be sure to store the copy so any modifications to it will affect us
+            self._params["aggs"][agg_name] = agg
+
+        return agg
+
+    def __setitem__(self: Any, agg_name: str, agg: Any) -> None:
+        self.aggs[agg_name] = A(agg)
+
+    def __iter__(self: Any) -> Any:
+        return iter(self.aggs)
+
+    def _agg(
+        self: Any, bucket: Any, name: Any, agg_type: Any, *args: Any, **params: Any
+    ) -> Any:
+        agg = self[name] = A(agg_type, *args, **params)
+
+        # For chaining - when creating new buckets return them...
+        if bucket:
+            return agg
+        # otherwise return self._base so we can keep chaining
+        else:
+            return self._base
+
+    def metric(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(False, name, agg_type, *args, **params)
+
+    def bucket(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(True, name, agg_type, *args, **params)
+
+    def pipeline(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
+        return self._agg(False, name, agg_type, *args, **params)
+
+    def result(self: Any, search: Any, data: Any) -> Any:
+        return BucketData(self, search, data)
+
+
+class Bucket(AggBase, Agg):
+    def __init__(self, **params: Any) -> None:
+        super(Bucket, self).__init__(**params)
+        # remember self for chaining
+        self._base = self
+
+    def to_dict(self) -> Any:
+        d = super(AggBase, self).to_dict()
+        if "aggs" in d[self.name]:
+            d["aggs"] = d[self.name].pop("aggs")
+        return d
+
+
+class Filter(Bucket):
+    name: Optional[str] = "filter"
+    _param_defs = {
+        "filter": {"type": "query"},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+    def __init__(self, filter: Any = None, **params: Any) -> None:
+        if filter is not None:
+            params["filter"] = filter
+        super(Filter, self).__init__(**params)
+
+    def to_dict(self) -> Any:
+        d = super(Filter, self).to_dict()
+        d[self.name].update(d[self.name].pop("filter", {}))
+        return d
+
+
+class Pipeline(Agg):
+    pass
+
+
+# bucket aggregations
+class Filters(Bucket):
+    name: str = "filters"
+    _param_defs = {
+        "filters": {"type": "query", "hash": True},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+
+class Children(Bucket):
+    name = "children"
+
+
+class Parent(Bucket):
+    name = "parent"
+
+
+class DateHistogram(Bucket):
+    name = "date_histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class AutoDateHistogram(DateHistogram):
+    name = "auto_date_histogram"
+
+
+class DateRange(Bucket):
+    name = "date_range"
+
+
+class GeoDistance(Bucket):
+    name = "geo_distance"
+
+
+class GeohashGrid(Bucket):
+    name = "geohash_grid"
+
+
+class GeotileGrid(Bucket):
+    name = "geotile_grid"
+
+
+class GeoCentroid(Bucket):
+    name = "geo_centroid"
+
+
+class Global(Bucket):
+    name = "global"
+
+
+class Histogram(Bucket):
+    name = "histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class IPRange(Bucket):
+    name = "ip_range"
+
+
+class Missing(Bucket):
+    name = "missing"
+
+
+class Nested(Bucket):
+    name = "nested"
+
+
+class Range(Bucket):
+    name = "range"
+
+
+class RareTerms(Bucket):
+    name = "rare_terms"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class ReverseNested(Bucket):
+    name = "reverse_nested"
+
+
+class SignificantTerms(Bucket):
+    name = "significant_terms"
+
+
+class SignificantText(Bucket):
+    name = "significant_text"
+
+
+class Terms(Bucket):
+    name = "terms"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+class Sampler(Bucket):
+    name = "sampler"
+
+
+class DiversifiedSampler(Bucket):
+    name = "diversified_sampler"
+
+
+class Composite(Bucket):
+    name = "composite"
+    _param_defs = {
+        "sources": {"type": "agg", "hash": True, "multi": True},
+        "aggs": {"type": "agg", "hash": True},
+    }
+
+
+class VariableWidthHistogram(Bucket):
+    name = "variable_width_histogram"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return FieldBucketData(self, search, data)
+
+
+# metric aggregations
+class TopHits(Agg):
+    name = "top_hits"
+
+    def result(self, search: Any, data: Any) -> Any:
+        return TopHitsData(self, search, data)
+
+
+class Avg(Agg):
+    name = "avg"
+
+
+class WeightedAvg(Agg):
+    name = "weighted_avg"
+
+
+class Cardinality(Agg):
+    name = "cardinality"
+
+
+class ExtendedStats(Agg):
+    name = "extended_stats"
+
+
+class Boxplot(Agg):
+    name = "boxplot"
+
+
+class GeoBounds(Agg):
+    name = "geo_bounds"
+
+
+class Max(Agg):
+    name = "max"
+
+
+class MedianAbsoluteDeviation(Agg):
+    name = "median_absolute_deviation"
+
+
+class Min(Agg):
+    name = "min"
+
+
+class Percentiles(Agg):
+    name = "percentiles"
+
+
+class PercentileRanks(Agg):
+    name = "percentile_ranks"
+
+
+class ScriptedMetric(Agg):
+    name = "scripted_metric"
+
+
+class Stats(Agg):
+    name = "stats"
+
+
+class Sum(Agg):
+    name = "sum"
+
+
+class TTest(Agg):
+    name = "t_test"
+
+
+class ValueCount(Agg):
+    name = "value_count"
+
+
+# pipeline aggregations
+class AvgBucket(Pipeline):
+    name = "avg_bucket"
+
+
+class BucketScript(Pipeline):
+    name = "bucket_script"
+
+
+class BucketSelector(Pipeline):
+    name = "bucket_selector"
+
+
+class CumulativeSum(Pipeline):
+    name = "cumulative_sum"
+
+
+class CumulativeCardinality(Pipeline):
+    name = "cumulative_cardinality"
+
+
+class Derivative(Pipeline):
+    name = "derivative"
+
+
+class ExtendedStatsBucket(Pipeline):
+    name = "extended_stats_bucket"
+
+
+class Inference(Pipeline):
+    name = "inference"
+
+
+class MaxBucket(Pipeline):
+    name = "max_bucket"
+
+
+class MinBucket(Pipeline):
+    name = "min_bucket"
+
+
+class MovingFn(Pipeline):
+    name = "moving_fn"
+
+
+class MovingAvg(Pipeline):
+    name = "moving_avg"
+
+
+class MovingPercentiles(Pipeline):
+    name = "moving_percentiles"
+
+
+class Normalize(Pipeline):
+    name = "normalize"
+
+
+class PercentilesBucket(Pipeline):
+    name = "percentiles_bucket"
+
+
+class SerialDiff(Pipeline):
+    name = "serial_diff"
+
+
+class StatsBucket(Pipeline):
+    name = "stats_bucket"
+
+
+class SumBucket(Pipeline):
+    name = "sum_bucket"
+
+
+class BucketSort(Pipeline):
+    name = "bucket_sort"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
new file mode 100644
index 000000000..ff5d46b9a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
@@ -0,0 +1,310 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any, Optional
+
+import six
+
+from opensearchpy.connection.connections import get_connection
+
+from .utils import AttrDict, DslBase, merge
+
+
+class AnalysisBase(object):
+    @classmethod
+    def _type_shortcut(
+        cls: Any, name_or_instance: Any, type: Any = None, **kwargs: Any
+    ) -> Any:
+        if isinstance(name_or_instance, cls):
+            if type or kwargs:
+                raise ValueError("%s() cannot accept parameters." % cls.__name__)
+            return name_or_instance
+
+        if not (type or kwargs):
+            return cls.get_dsl_class("builtin")(name_or_instance)
+
+        return cls.get_dsl_class(type, "custom")(
+            name_or_instance, type or "custom", **kwargs
+        )
+
+
+class CustomAnalysis(object):
+    name: Optional[str] = "custom"
+
+    def __init__(
+        self, filter_name: str, builtin_type: str = "custom", **kwargs: Any
+    ) -> None:
+        self._builtin_type = builtin_type
+        self._name = filter_name
+        super(CustomAnalysis, self).__init__(**kwargs)
+
+    def to_dict(self) -> Any:
+        # only name to present in lists
+        return self._name
+
+    def get_definition(self) -> Any:
+        d = super(CustomAnalysis, self).to_dict()  # type: ignore
+        d = d.pop(self.name)
+        d["type"] = self._builtin_type
+        return d
+
+
+class CustomAnalysisDefinition(CustomAnalysis):
+    def get_analysis_definition(self: Any) -> Any:
+        out = {self._type_name: {self._name: self.get_definition()}}
+
+        t: Any = getattr(self, "tokenizer", None)
+        if "tokenizer" in self._param_defs and hasattr(t, "get_definition"):
+            out["tokenizer"] = {t._name: t.get_definition()}
+
+        filters = {
+            f._name: f.get_definition()
+            for f in self.filter
+            if hasattr(f, "get_definition")
+        }
+        if filters:
+            out["filter"] = filters
+
+        # any sub filter definitions like multiplexers etc?
+        for f in self.filter:
+            if hasattr(f, "get_analysis_definition"):
+                d = f.get_analysis_definition()
+                if d:
+                    merge(out, d, True)
+
+        char_filters = {
+            f._name: f.get_definition()
+            for f in self.char_filter
+            if hasattr(f, "get_definition")
+        }
+        if char_filters:
+            out["char_filter"] = char_filters
+
+        return out
+
+
+class BuiltinAnalysis(object):
+    name: Optional[str] = "builtin"
+
+    def __init__(self, name: Any) -> None:
+        self._name = name
+        super(BuiltinAnalysis, self).__init__()
+
+    def to_dict(self) -> Any:
+        # only name to present in lists
+        return self._name
+
+
+class Analyzer(AnalysisBase, DslBase):
+    _type_name: str = "analyzer"
+    name: Optional[str] = None
+
+
+class BuiltinAnalyzer(BuiltinAnalysis, Analyzer):
+    def get_analysis_definition(self) -> Any:
+        return {}
+
+
+class CustomAnalyzer(CustomAnalysisDefinition, Analyzer):
+    _param_defs = {
+        "filter": {"type": "token_filter", "multi": True},
+        "char_filter": {"type": "char_filter", "multi": True},
+        "tokenizer": {"type": "tokenizer"},
+    }
+
+    def simulate(
+        self,
+        text: Any,
+        using: str = "default",
+        explain: bool = False,
+        attributes: Any = None,
+    ) -> Any:
+        """
+        Use the Analyze API of opensearch to test the outcome of this analyzer.
+
+        :arg text: Text to be analyzed
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg explain: will output all token attributes for each token. You can
+            filter token attributes you want to output by setting ``attributes``
+            option.
+        :arg attributes: if ``explain`` is specified, filter the token
+            attributes to return.
+        """
+        opensearch = get_connection(using)
+
+        body = {"text": text, "explain": explain}
+        if attributes:
+            body["attributes"] = attributes
+
+        definition = self.get_analysis_definition()
+        analyzer_def = self.get_definition()
+
+        for section in ("tokenizer", "char_filter", "filter"):
+            if section not in analyzer_def:
+                continue
+            sec_def = definition.get(section, {})
+            sec_names = analyzer_def[section]
+
+            if isinstance(sec_names, six.string_types):
+                body[section] = sec_def.get(sec_names, sec_names)
+            else:
+                body[section] = [
+                    sec_def.get(sec_name, sec_name) for sec_name in sec_names
+                ]
+
+        if self._builtin_type != "custom":
+            body["analyzer"] = self._builtin_type
+
+        return AttrDict(opensearch.indices.analyze(body=body))
+
+
+class Normalizer(AnalysisBase, DslBase):
+    _type_name: str = "normalizer"
+    name: Optional[str] = None
+
+
+class BuiltinNormalizer(BuiltinAnalysis, Normalizer):
+    def get_analysis_definition(self) -> Any:
+        return {}
+
+
+class CustomNormalizer(CustomAnalysisDefinition, Normalizer):
+    _param_defs = {
+        "filter": {"type": "token_filter", "multi": True},
+        "char_filter": {"type": "char_filter", "multi": True},
+    }
+
+
+class Tokenizer(AnalysisBase, DslBase):
+    _type_name: str = "tokenizer"
+    name: Optional[str] = None
+
+
+class BuiltinTokenizer(BuiltinAnalysis, Tokenizer):
+    pass
+
+
+class CustomTokenizer(CustomAnalysis, Tokenizer):
+    pass
+
+
+class TokenFilter(AnalysisBase, DslBase):
+    _type_name: str = "token_filter"
+    name: Optional[str] = None
+
+
+class BuiltinTokenFilter(BuiltinAnalysis, TokenFilter):
+    pass
+
+
+class CustomTokenFilter(CustomAnalysis, TokenFilter):
+    pass
+
+
+class MultiplexerTokenFilter(CustomTokenFilter):
+    name = "multiplexer"
+
+    def get_definition(self) -> Any:
+        d = super(CustomTokenFilter, self).get_definition()
+
+        if "filters" in d:
+            d["filters"] = [
+                # comma delimited string given by user
+                (
+                    fs
+                    if isinstance(fs, six.string_types)
+                    else
+                    # list of strings or TokenFilter objects
+                    ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
+                )
+                for fs in self.filters
+            ]
+        return d
+
+    def get_analysis_definition(self) -> Any:
+        if not hasattr(self, "filters"):
+            return {}
+
+        fs: Any = {}
+        d = {"filter": fs}
+        for filters in self.filters:
+            if isinstance(filters, six.string_types):
+                continue
+            fs.update(
+                {
+                    f._name: f.get_definition()
+                    for f in filters
+                    if hasattr(f, "get_definition")
+                }
+            )
+        return d
+
+
+class ConditionalTokenFilter(CustomTokenFilter):
+    name = "condition"
+
+    def get_definition(self) -> Any:
+        d = super(CustomTokenFilter, self).get_definition()
+        if "filter" in d:
+            d["filter"] = [
+                f.to_dict() if hasattr(f, "to_dict") else f for f in self.filter
+            ]
+        return d
+
+    def get_analysis_definition(self) -> Any:
+        if not hasattr(self, "filter"):
+            return {}
+
+        return {
+            "filter": {
+                f._name: f.get_definition()
+                for f in self.filter
+                if hasattr(f, "get_definition")
+            }
+        }
+
+
+class CharFilter(AnalysisBase, DslBase):
+    _type_name: str = "char_filter"
+    name: Optional[str] = None
+
+
+class BuiltinCharFilter(BuiltinAnalysis, CharFilter):
+    pass
+
+
+class CustomCharFilter(CustomAnalysis, CharFilter):
+    pass
+
+
+# shortcuts for direct use
+analyzer = Analyzer._type_shortcut
+tokenizer = Tokenizer._type_shortcut
+token_filter = TokenFilter._type_shortcut
+char_filter = CharFilter._type_shortcut
+normalizer = Normalizer._type_shortcut
+
+__all__ = ["tokenizer", "analyzer", "char_filter", "token_filter", "normalizer"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
new file mode 100644
index 000000000..c045f1384
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
@@ -0,0 +1,82 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Dict, Optional, Union
+
+
+class AWSV4SignerAsyncAuth:
+    """
+    AWS V4 Request Signer for Async Requests.
+    """
+
+    def __init__(self, credentials: Any, region: str, service: str = "es") -> None:
+        if not credentials:
+            raise ValueError("Credentials cannot be empty")
+        self.credentials = credentials
+
+        if not region:
+            raise ValueError("Region cannot be empty")
+        self.region = region
+
+        if not service:
+            raise ValueError("Service name cannot be empty")
+        self.service = service
+
+    def __call__(
+        self,
+        method: str,
+        url: str,
+        query_string: Optional[str] = None,
+        body: Optional[Union[str, bytes]] = None,
+    ) -> Dict[str, str]:
+        return self._sign_request(method, url, query_string, body)
+
+    def _sign_request(
+        self,
+        method: str,
+        url: str,
+        query_string: Optional[str],
+        body: Optional[Union[str, bytes]],
+    ) -> Dict[str, str]:
+        """
+        This method helps in signing the request by injecting the required headers.
+        :param prepared_request: unsigned headers
+        :return: signed headers
+        """
+
+        from botocore.auth import SigV4Auth
+        from botocore.awsrequest import AWSRequest
+
+        # create an AWS request object and sign it using SigV4Auth
+        aws_request = AWSRequest(
+            method=method,
+            url=url,
+            data=body,
+        )
+
+        # credentials objects expose access_key, secret_key and token attributes
+        # via @property annotations that call _refresh() on every access,
+        # creating a race condition if the credentials expire before secret_key
+        # is called but after access_key- the end result is the access_key doesn't
+        # correspond to the secret_key used to sign the request. To avoid this,
+        # get_frozen_credentials() which returns non-refreshing credentials is
+        # called if it exists.
+        credentials = (
+            self.credentials.get_frozen_credentials()
+            if hasattr(self.credentials, "get_frozen_credentials")
+            and callable(self.credentials.get_frozen_credentials)
+            else self.credentials
+        )
+
+        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
+        sig_v4_auth.add_auth(aws_request)
+        aws_request.headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
+
+        # copy the headers from AWS request object into the prepared_request
+        return dict(aws_request.headers.items())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
new file mode 100644
index 000000000..f3595bcfd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
@@ -0,0 +1,527 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from fnmatch import fnmatch
+from typing import Any, Tuple, Type
+
+from six import add_metaclass, iteritems
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.exceptions import NotFoundError, RequestError
+
+from ..exceptions import IllegalOperation, ValidationException
+from .field import Field
+from .index import Index
+from .mapping import Mapping
+from .search import Search
+from .utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
+
+
+class MetaField(object):
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        self.args, self.kwargs = args, kwargs
+
+
+class DocumentMeta(type):
+    def __new__(
+        cls: Any,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        # DocumentMeta filters attrs in place
+        attrs["_doc_type"] = DocumentOptions(name, bases, attrs)
+        return super(DocumentMeta, cls).__new__(cls, name, bases, attrs)
+
+
+class IndexMeta(DocumentMeta):
+    # global flag to guard us from associating an Index with the base Document
+    # class, only user defined subclasses should have an _index attr
+    _document_initialized = False
+
+    def __new__(
+        cls: Any,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> Any:
+        new_cls = super(IndexMeta, cls).__new__(cls, name, bases, attrs)
+        if cls._document_initialized:
+            index_opts = attrs.pop("Index", None)
+            index = cls.construct_index(index_opts, bases)
+            new_cls._index = index
+            index.document(new_cls)
+        cls._document_initialized = True
+        return new_cls
+
+    @classmethod
+    def construct_index(cls, opts: Any, bases: Any) -> Any:
+        if opts is None:
+            for b in bases:
+                if hasattr(b, "_index"):
+                    return b._index
+
+            # Set None as Index name so it will set _all while making the query
+            return Index(name=None)
+
+        i = Index(getattr(opts, "name", "*"), using=getattr(opts, "using", "default"))
+        i.settings(**getattr(opts, "settings", {}))
+        i.aliases(**getattr(opts, "aliases", {}))
+        for a in getattr(opts, "analyzers", ()):
+            i.analyzer(a)
+        return i
+
+
+class DocumentOptions(object):
+    def __init__(
+        self,
+        name: str,
+        bases: Tuple[Type[ObjectBase]],
+        attrs: Any,
+    ) -> None:
+        meta = attrs.pop("Meta", None)
+
+        # create the mapping instance
+        self.mapping = getattr(meta, "mapping", Mapping())
+
+        # register all declared fields into the mapping
+        for name, value in list(iteritems(attrs)):
+            if isinstance(value, Field):
+                self.mapping.field(name, value)
+                del attrs[name]
+
+        # add all the mappings for meta fields
+        for name in dir(meta):
+            if isinstance(getattr(meta, name, None), MetaField):
+                params = getattr(meta, name)
+                self.mapping.meta(name, *params.args, **params.kwargs)
+
+        # document inheritance - include the fields from parents' mappings
+        for b in bases:
+            if hasattr(b, "_doc_type") and hasattr(b._doc_type, "mapping"):
+                self.mapping.update(b._doc_type.mapping, update_only=True)
+
+    @property
+    def name(self) -> Any:
+        return self.mapping.properties.name
+
+
+@add_metaclass(DocumentMeta)
+class InnerDoc(ObjectBase):
+    """
+    Common class for inner documents like Object or Nested
+    """
+
+    @classmethod
+    def from_opensearch(cls, data: Any, data_only: bool = False) -> Any:
+        if data_only:
+            data = {"_source": data}
+        return super(InnerDoc, cls).from_opensearch(data)
+
+
+@add_metaclass(IndexMeta)
+class Document(ObjectBase):
+    """
+    Model-like class for persisting documents in opensearch.
+    """
+
+    @classmethod
+    def _matches(cls: Any, hit: Any) -> Any:
+        if cls._index._name is None:
+            return True
+        return fnmatch(hit.get("_index", ""), cls._index._name)
+
+    @classmethod
+    def _get_using(cls: Any, using: Any = None) -> Any:
+        return using or cls._index._using
+
+    @classmethod
+    def _get_connection(cls, using: Any = None) -> Any:
+        return get_connection(cls._get_using(using))
+
+    @classmethod
+    def _default_index(cls: Any, index: Any = None) -> Any:
+        return index or cls._index._name
+
+    @classmethod
+    def init(cls: Any, index: Any = None, using: Any = None) -> None:
+        """
+        Create the index and populate the mappings in opensearch.
+        """
+        i = cls._index
+        if index:
+            i = i.clone(name=index)
+        i.save(using=using)
+
+    def _get_index(self, index: Any = None, required: bool = True) -> Any:
+        if index is None:
+            index = getattr(self.meta, "index", None)
+        if index is None:
+            index = getattr(self._index, "_name", None)
+        if index is None and required:
+            raise ValidationException("No index")
+        if index and "*" in index:
+            raise ValidationException("You cannot write to a wildcard index.")
+        return index
+
+    def __repr__(self) -> str:
+        return "{}({})".format(
+            self.__class__.__name__,
+            ", ".join(
+                "{}={!r}".format(key, getattr(self.meta, key))
+                for key in ("index", "id")
+                if key in self.meta
+            ),
+        )
+
+    @classmethod
+    def search(cls, using: Any = None, index: Any = None) -> Any:
+        """
+        Create an :class:`~opensearchpy.Search` instance that will search
+        over this ``Document``.
+        """
+        return Search(
+            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
+        )
+
+    @classmethod
+    def get(cls: Any, id: Any, using: Any = None, index: Any = None, **kwargs: Any) -> Any:  # type: ignore
+        """
+        Retrieve a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to be retrieved
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.get`` unchanged.
+        """
+        opensearch = cls._get_connection(using)
+        doc = opensearch.get(index=cls._default_index(index), id=id, **kwargs)
+        if not doc.get("found", False):
+            return None
+        return cls.from_opensearch(doc)
+
+    @classmethod
+    def exists(
+        cls, id: Any, using: Any = None, index: Any = None, **kwargs: Any
+    ) -> Any:
+        """
+        check if exists a single document from opensearch using its ``id``.
+
+        :arg id: ``id`` of the document to check if exists
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.exists`` unchanged.
+        """
+        opensearch = cls._get_connection(using)
+        return opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
+
+    @classmethod
+    def mget(
+        cls,
+        docs: Any,
+        using: Any = None,
+        index: Any = None,
+        raise_on_error: bool = True,
+        missing: str = "none",
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Retrieve multiple document by their ``id``'s. Returns a list of instances
+        in the same order as requested.
+
+        :arg docs: list of ``id``'s of the documents to be retrieved or a list
+            of document specifications as per
+            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg missing: what to do when one of the documents requested is not
+            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
+            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.mget`` unchanged.
+        """
+        if missing not in ("raise", "skip", "none"):
+            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
+        opensearch = cls._get_connection(using)
+        body = {
+            "docs": [
+                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
+                for doc in docs
+            ]
+        }
+        results = opensearch.mget(body, index=cls._default_index(index), **kwargs)
+
+        objs: Any = []
+        error_docs: Any = []
+        missing_docs: Any = []
+        for doc in results["docs"]:
+            if doc.get("found"):
+                if error_docs or missing_docs:
+                    # We're going to raise an exception anyway, so avoid an
+                    # expensive call to cls.from_opensearch().
+                    continue
+
+                objs.append(cls.from_opensearch(doc))
+
+            elif doc.get("error"):
+                if raise_on_error:
+                    error_docs.append(doc)
+                if missing == "none":
+                    objs.append(None)
+
+            # The doc didn't cause an error, but the doc also wasn't found.
+            elif missing == "raise":
+                missing_docs.append(doc)
+            elif missing == "none":
+                objs.append(None)
+
+        if error_docs:
+            error_ids = [doc["_id"] for doc in error_docs]
+            message = "Required routing not provided for documents %s."
+            message %= ", ".join(error_ids)
+            raise RequestError(400, message, error_docs)
+        if missing_docs:
+            missing_ids = [doc["_id"] for doc in missing_docs]
+            message = "Documents %s not found." % ", ".join(missing_ids)
+            raise NotFoundError(404, message, {"docs": missing_docs})
+        return objs
+
+    def delete(self, using: Any = None, index: Any = None, **kwargs: Any) -> Any:
+        """
+        Delete the instance in opensearch.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.delete`` unchanged.
+        """
+        opensearch = self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        opensearch.delete(index=self._get_index(index), **doc_meta)
+
+    def to_dict(self, include_meta: bool = False, skip_empty: bool = True) -> Any:  # type: ignore
+        """
+        Serialize the instance into a dictionary so that it can be saved in opensearch.
+
+        :arg include_meta: if set to ``True`` will include all the metadata
+            (``_index``, ``_id`` etc). Otherwise just the document's
+            data is serialized. This is useful when passing multiple instances into
+            ``opensearchpy.helpers.bulk``.
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        """
+        d = super(Document, self).to_dict(skip_empty=skip_empty)
+        if not include_meta:
+            return d
+
+        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # in case of to_dict include the index unlike save/update/delete
+        index = self._get_index(required=False)
+        if index is not None:
+            meta["_index"] = index
+
+        meta["_source"] = d
+        return meta
+
+    def update(
+        self,
+        using: Any = None,
+        index: Any = None,
+        detect_noop: bool = True,
+        doc_as_upsert: bool = False,
+        refresh: bool = False,
+        retry_on_conflict: Any = None,
+        script: Any = None,
+        script_id: Any = None,
+        scripted_upsert: bool = False,
+        upsert: Any = None,
+        return_doc_meta: bool = False,
+        **fields: Any,
+    ) -> Any:
+        """
+        Partial update of the document, specify fields you wish to update and
+        both the instance and the document in opensearch will be updated::
+
+            doc = MyDocument(title='Document Title!')
+            doc.save()
+            doc.update(title='New Document Title!')
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg detect_noop: Set to ``False`` to disable noop detection.
+        :arg refresh: Control when the changes made by this request are visible
+            to search. Set to ``True`` for immediate effect.
+        :arg retry_on_conflict: In between the get and indexing phases of the
+            update, it is possible that another process might have already
+            updated the same document. By default, the update will fail with a
+            version conflict exception. The retry_on_conflict parameter
+            controls how many times to retry the update before finally throwing
+            an exception.
+        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
+            doc, setting doc_as_upsert to true will use the contents of doc as
+            the upsert value
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            index API call instead of only the operation result
+
+        :return operation result noop/updated
+        """
+        body: Any = {
+            "doc_as_upsert": doc_as_upsert,
+            "detect_noop": detect_noop,
+        }
+
+        # scripted update
+        if script or script_id:
+            if upsert is not None:
+                body["upsert"] = upsert
+
+            if script:
+                script = {"source": script}
+            else:
+                script = {"id": script_id}
+
+            script["params"] = fields
+
+            body["script"] = script
+            body["scripted_upsert"] = scripted_upsert
+
+        # partial document update
+        else:
+            if not fields:
+                raise IllegalOperation(
+                    "You cannot call update() without updating individual fields or a script. "
+                    "If you wish to update the entire object use save()."
+                )
+
+            # update given fields locally
+            merge(self, fields)
+
+            # prepare data for OpenSearch
+            values = self.to_dict()
+
+            # if fields were given: partial update
+            body["doc"] = {k: values.get(k) for k in fields.keys()}
+
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        if retry_on_conflict is not None:
+            doc_meta["retry_on_conflict"] = retry_on_conflict
+
+        # Optimistic concurrency control
+        if (
+            retry_on_conflict in (None, 0)
+            and "seq_no" in self.meta
+            and "primary_term" in self.meta
+        ):
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        meta = self._get_connection(using).update(
+            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
+
+    def save(
+        self,
+        using: Any = None,
+        index: Any = None,
+        validate: bool = True,
+        skip_empty: bool = True,
+        return_doc_meta: bool = False,
+        **kwargs: Any,
+    ) -> Any:
+        """
+        Save the document into opensearch. If the document doesn't exist it
+        is created, it is overwritten otherwise. Returns ``True`` if this
+        operations resulted in new document being created.
+
+        :arg index: opensearch index to use, if the ``Document`` is
+            associated with an index this can be omitted.
+        :arg using: connection alias to use, defaults to ``'default'``
+        :arg validate: set to ``False`` to skip validating the document
+        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
+            ``[]``, ``{}``) to be left on the document. Those values will be
+            stripped out otherwise as they make no difference in opensearch.
+        :arg return_doc_meta: set to ``True`` to return all metadata from the
+            update API call instead of only the operation result
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.index`` unchanged.
+
+        :return operation result created/updated
+        """
+        if validate:
+            self.full_clean()
+
+        opensearch = self._get_connection(using)
+        # extract routing etc from meta
+        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
+
+        # Optimistic concurrency control
+        if "seq_no" in self.meta and "primary_term" in self.meta:
+            doc_meta["if_seq_no"] = self.meta["seq_no"]
+            doc_meta["if_primary_term"] = self.meta["primary_term"]
+
+        doc_meta.update(kwargs)
+        meta = opensearch.index(
+            index=self._get_index(index),
+            body=self.to_dict(skip_empty=skip_empty),
+            **doc_meta,
+        )
+        # update meta information from OpenSearch
+        for k in META_FIELDS:
+            if "_" + k in meta:
+                setattr(self.meta, k, meta["_" + k])
+
+        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
new file mode 100644
index 000000000..7012c050b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
@@ -0,0 +1,45 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, List
+
+from ..exceptions import OpenSearchException
+
+
+class BulkIndexError(OpenSearchException):
+    @property
+    def errors(self) -> List[Any]:
+        """List of errors from execution of the last chunk."""
+        return self.args[1]  # type: ignore
+
+
+class ScanError(OpenSearchException):
+    scroll_id: str
+
+    def __init__(self, scroll_id: str, *args: Any, **kwargs: Any) -> None:
+        super(ScanError, self).__init__(*args, **kwargs)
+        self.scroll_id = scroll_id
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
new file mode 100644
index 000000000..a97507a36
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
@@ -0,0 +1,471 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+from datetime import datetime, timedelta
+from typing import Any, Optional
+
+from six import iteritems, itervalues
+
+from opensearchpy.helpers.aggs import A
+
+from .query import MatchAll, Nested, Range, Terms
+from .response import Response
+from .search import Search
+from .utils import AttrDict
+
+__all__ = [
+    "FacetedSearch",
+    "HistogramFacet",
+    "TermsFacet",
+    "DateHistogramFacet",
+    "RangeFacet",
+    "NestedFacet",
+]
+
+
+class Facet(object):
+    """
+    A facet on faceted search. Wraps and aggregation and provides functionality
+    to create a filter for selected values and return a list of facet values
+    from the result of the aggregation.
+    """
+
+    agg_type: Optional[str] = None
+
+    def __init__(
+        self, metric: Any = None, metric_sort: str = "desc", **kwargs: Any
+    ) -> None:
+        self.filter_values = ()
+        self._params = kwargs
+        self._metric = metric
+        if metric and metric_sort:
+            self._params["order"] = {"metric": metric_sort}
+
+    def get_aggregation(self) -> Any:
+        """
+        Return the aggregation object.
+        """
+        agg = A(self.agg_type, **self._params)
+        if self._metric:
+            agg.metric("metric", self._metric)
+        return agg
+
+    def add_filter(self, filter_values: Any) -> Any:
+        """
+        Construct a filter.
+        """
+        if not filter_values:
+            return
+
+        f = self.get_value_filter(filter_values[0])
+        for v in filter_values[1:]:
+            f |= self.get_value_filter(v)
+        return f
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        return None
+
+    def is_filtered(self, key: Any, filter_values: Any) -> bool:
+        """
+        Is a filter active on the given key.
+        """
+        return key in filter_values
+
+    def get_value(self, bucket: Any) -> Any:
+        """
+        return a value representing a bucket. Its key as default.
+        """
+        return bucket["key"]
+
+    def get_metric(self, bucket: Any) -> Any:
+        """
+        Return a metric, by default doc_count for a bucket.
+        """
+        if self._metric:
+            return bucket["metric"]["value"]
+        return bucket["doc_count"]
+
+    def get_values(self, data: Any, filter_values: Any) -> Any:
+        """
+        Turn the raw bucket data into a list of tuples containing the key,
+        number of documents and a flag indicating whether this value has been
+        selected or not.
+        """
+        out = []
+        for bucket in data.buckets:
+            key = self.get_value(bucket)
+            out.append(
+                (key, self.get_metric(bucket), self.is_filtered(key, filter_values))
+            )
+        return out
+
+
+class TermsFacet(Facet):
+    agg_type: Optional[str] = "terms"
+
+    def add_filter(self, filter_values: Any) -> Any:
+        """Create a terms filter instead of bool containing term filters."""
+        if filter_values:
+            return Terms(
+                _expand__to_dot=False, **{self._params["field"]: filter_values}
+            )
+
+
+class RangeFacet(Facet):
+    agg_type = "range"
+
+    def _range_to_dict(self, range: Any) -> Any:
+        key, range = range
+        out = {"key": key}
+        if range[0] is not None:
+            out["from"] = range[0]
+        if range[1] is not None:
+            out["to"] = range[1]
+        return out
+
+    def __init__(self, ranges: Any, **kwargs: Any) -> None:
+        super(RangeFacet, self).__init__(**kwargs)
+        self._params["ranges"] = list(map(self._range_to_dict, ranges))
+        self._params["keyed"] = False
+        self._ranges = dict(ranges)
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        f, t = self._ranges[filter_value]
+        limits = {}
+        if f is not None:
+            limits["gte"] = f
+        if t is not None:
+            limits["lt"] = t
+
+        return Range(_expand__to_dot=False, **{self._params["field"]: limits})
+
+
+class HistogramFacet(Facet):
+    agg_type = "histogram"
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        return Range(
+            _expand__to_dot=False,
+            **{
+                self._params["field"]: {
+                    "gte": filter_value,
+                    "lt": filter_value + self._params["interval"],
+                }
+            }
+        )
+
+
+def _date_interval_year(d: Any) -> Any:
+    return d.replace(
+        year=d.year + 1, day=(28 if d.month == 2 and d.day == 29 else d.day)
+    )
+
+
+def _date_interval_month(d: Any) -> Any:
+    return (d + timedelta(days=32)).replace(day=1)
+
+
+def _date_interval_week(d: Any) -> Any:
+    return d + timedelta(days=7)
+
+
+def _date_interval_day(d: Any) -> Any:
+    return d + timedelta(days=1)
+
+
+def _date_interval_hour(d: Any) -> Any:
+    return d + timedelta(hours=1)
+
+
+class DateHistogramFacet(Facet):
+    agg_type = "date_histogram"
+
+    DATE_INTERVALS = {
+        "year": _date_interval_year,
+        "1Y": _date_interval_year,
+        "month": _date_interval_month,
+        "1M": _date_interval_month,
+        "week": _date_interval_week,
+        "1w": _date_interval_week,
+        "day": _date_interval_day,
+        "1d": _date_interval_day,
+        "hour": _date_interval_hour,
+        "1h": _date_interval_hour,
+    }
+
+    def __init__(self, **kwargs: Any) -> None:
+        kwargs.setdefault("min_doc_count", 0)
+        super(DateHistogramFacet, self).__init__(**kwargs)
+
+    def get_value(self, bucket: Any) -> Any:
+        if not isinstance(bucket["key"], datetime):
+            # OpenSearch returns key=None instead of 0 for date 1970-01-01,
+            # so we need to set key to 0 to avoid TypeError exception
+            if bucket["key"] is None:
+                bucket["key"] = 0
+            # Preserve milliseconds in the datetime
+            return datetime.utcfromtimestamp(int(bucket["key"]) / 1000.0)  # type: ignore
+        else:
+            return bucket["key"]
+
+    def get_value_filter(self, filter_value: Any) -> Any:
+        for interval_type in ("calendar_interval", "fixed_interval"):
+            if interval_type in self._params:
+                break
+        else:
+            interval_type = "interval"
+
+        return Range(
+            _expand__to_dot=False,
+            **{
+                self._params["field"]: {
+                    "gte": filter_value,
+                    "lt": self.DATE_INTERVALS[self._params[interval_type]](
+                        filter_value
+                    ),
+                }
+            }
+        )
+
+
+class NestedFacet(Facet):
+    agg_type = "nested"
+
+    def __init__(self, path: Any, nested_facet: Any) -> None:
+        self._path = path
+        self._inner = nested_facet
+        super(NestedFacet, self).__init__(
+            path=path, aggs={"inner": nested_facet.get_aggregation()}
+        )
+
+    def get_values(self, data: Any, filter_values: Any) -> Any:
+        return self._inner.get_values(data.inner, filter_values)
+
+    def add_filter(self, filter_values: Any) -> Any:
+        inner_q = self._inner.add_filter(filter_values)
+        if inner_q:
+            return Nested(path=self._path, query=inner_q)
+
+
+class FacetedResponse(Response):
+    @property
+    def query_string(self) -> Any:
+        return self._faceted_search._query
+
+    @property
+    def facets(self) -> Any:
+        if not hasattr(self, "_facets"):
+            super(AttrDict, self).__setattr__("_facets", AttrDict({}))
+            for name, facet in iteritems(self._faceted_search.facets):
+                self._facets[name] = facet.get_values(
+                    getattr(getattr(self.aggregations, "_filter_" + name), name),
+                    self._faceted_search.filter_values.get(name, ()),
+                )
+        return self._facets
+
+
+class FacetedSearch(object):
+    """
+    Abstraction for creating faceted navigation searches that takes care of
+    composing the queries, aggregations and filters as needed as well as
+    presenting the results in an easy-to-consume fashion::
+
+        class BlogSearch(FacetedSearch):
+            index = 'blogs'
+            doc_types = [Blog, Post]
+            fields = ['title^5', 'category', 'description', 'body']
+
+            facets = {
+                'type': TermsFacet(field='_type'),
+                'category': TermsFacet(field='category'),
+                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
+            }
+
+            def search(self):
+                ' Override search to add your own filters '
+                s = super(BlogSearch, self).search()
+                return s.filter('term', published=True)
+
+        # when using:
+        blog_search = BlogSearch("web framework", filters={"category": "python"})
+
+        # supports pagination
+        blog_search[10:20]
+
+        response = blog_search.execute()
+
+        # easy access to aggregation results:
+        for category, hit_count, is_selected in response.facets.category:
+            print(
+                "Category %s has %d hits%s." % (
+                    category,
+                    hit_count,
+                    ' and is chosen' if is_selected else ''
+                )
+            )
+
+    """
+
+    index: Any = None
+    doc_types: Any = None
+    fields: Any = None
+    facets: Any = {}
+    using = "default"
+
+    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
+        """
+        :arg query: the text to search for
+        :arg filters: facet values to filter
+        :arg sort: sort information to be passed to :class:`~opensearchpy.Search`
+        """
+        self._query = query
+        self._filters: Any = {}
+        self._sort = sort
+        self.filter_values: Any = {}
+        for name, value in iteritems(filters):
+            self.add_filter(name, value)
+
+        self._s = self.build_search()
+
+    def count(self) -> Any:
+        return self._s.count()
+
+    def __getitem__(self, k: Any) -> Any:
+        self._s = self._s[k]
+        return self
+
+    def __iter__(self) -> Any:
+        return iter(self._s)
+
+    def add_filter(self, name: Any, filter_values: Any) -> Any:
+        """
+        Add a filter for a facet.
+        """
+        # normalize the value into a list
+        if not isinstance(filter_values, (tuple, list)):
+            if filter_values is None:
+                return
+            filter_values = [
+                filter_values,
+            ]
+
+        # remember the filter values for use in FacetedResponse
+        self.filter_values[name] = filter_values
+
+        # get the filter from the facet
+        f = self.facets[name].add_filter(filter_values)
+        if f is None:
+            return
+
+        self._filters[name] = f
+
+    def search(self) -> Any:
+        """
+        Returns the base Search object to which the facets are added.
+
+        You can customize the query by overriding this method and returning a
+        modified search object.
+        """
+        s = Search(doc_type=self.doc_types, index=self.index, using=self.using)
+        return s.response_class(FacetedResponse)
+
+    def query(self, search: Any, query: Any) -> Any:
+        """
+        Add query part to ``search``.
+
+        Override this if you wish to customize the query used.
+        """
+        if query:
+            if self.fields:
+                return search.query("multi_match", fields=self.fields, query=query)
+            else:
+                return search.query("multi_match", query=query)
+        return search
+
+    def aggregate(self, search: Any) -> Any:
+        """
+        Add aggregations representing the facets selected, including potential
+        filters.
+        """
+        for f, facet in iteritems(self.facets):
+            agg = facet.get_aggregation()
+            agg_filter = MatchAll()
+            for field, filter in iteritems(self._filters):
+                if f == field:
+                    continue
+                agg_filter &= filter
+            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
+                f, agg
+            )
+
+    def filter(self, search: Any) -> Any:
+        """
+        Add a ``post_filter`` to the search request narrowing the results based
+        on the facet filters.
+        """
+        if not self._filters:
+            return search
+
+        post_filter = MatchAll()
+        for f in itervalues(self._filters):
+            post_filter &= f
+        return search.post_filter(post_filter)
+
+    def highlight(self, search: Any) -> Any:
+        """
+        Add highlighting for all the fields
+        """
+        return search.highlight(
+            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
+        )
+
+    def sort(self, search: Any) -> Any:
+        """
+        Add sorting information to the request.
+        """
+        if self._sort:
+            search = search.sort(*self._sort)
+        return search
+
+    def build_search(self) -> Any:
+        """
+        Construct the ``Search`` object.
+        """
+        s = self.search()
+        s = self.query(s, self._query)
+        s = self.filter(s)
+        if self.fields:
+            s = self.highlight(s)
+        s = self.sort(s)
+        self.aggregate(s)
+        return s
+
+    def execute(self) -> Any:
+        """
+        Execute the search and return the response.
+        """
+        r = self._s.execute()
+        r._faceted_search = self
+        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
new file mode 100644
index 000000000..f46e044d7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
@@ -0,0 +1,534 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import base64
+import collections.abc as collections_abc
+import copy
+import ipaddress
+from datetime import date, datetime
+from typing import Any, Optional, Type
+
+from dateutil import parser, tz
+from six import integer_types, iteritems, string_types
+from six.moves import map
+
+from ..exceptions import ValidationException
+from .query import Q
+from .utils import AttrDict, AttrList, DslBase
+from .wrappers import Range
+
+unicode: Type[str] = type("")
+
+
+def construct_field(name_or_field: Any, **params: Any) -> Any:
+    # {"type": "text", "analyzer": "snowball"}
+    if isinstance(name_or_field, collections_abc.Mapping):
+        if params:
+            raise ValueError(
+                "construct_field() cannot accept parameters when passing in a dict."
+            )
+        params = name_or_field.copy()  # type: ignore
+        if "type" not in params:
+            # inner object can be implicitly defined
+            if "properties" in params:
+                name = "object"
+            else:
+                raise ValueError('construct_field() needs to have a "type" key.')
+        else:
+            name = params.pop("type")
+        return Field.get_dsl_class(name)(**params)
+
+    # Text()
+    if isinstance(name_or_field, Field):
+        if params:
+            raise ValueError(
+                "construct_field() cannot accept parameters "
+                "when passing in a construct_field object."
+            )
+        return name_or_field
+
+    # "text", analyzer="snowball"
+    return Field.get_dsl_class(name_or_field)(**params)
+
+
+class Field(DslBase):
+    _type_name: str = "field"
+    _type_shortcut = staticmethod(construct_field)
+    # all fields can be multifields
+    _param_defs = {"fields": {"type": "field", "hash": True}}
+    name: Optional[str] = None
+    _coerce: bool = False
+
+    def __init__(
+        self, multi: bool = False, required: bool = False, *args: Any, **kwargs: Any
+    ) -> None:
+        """
+        :arg bool multi: specifies whether field can contain array of values
+        :arg bool required: specifies whether field is required
+        """
+        self._multi = multi
+        self._required = required
+        super(Field, self).__init__(*args, **kwargs)
+
+    def __getitem__(self, subfield: Any) -> Any:
+        return self._params.get("fields", {})[subfield]
+
+    def _serialize(self, data: Any) -> Any:
+        return data
+
+    def _deserialize(self, data: Any) -> Any:
+        return data
+
+    def _empty(self) -> None:
+        return None
+
+    def empty(self) -> Any:
+        if self._multi:
+            return AttrList([])
+        return self._empty()
+
+    def serialize(self, data: Any) -> Any:
+        if isinstance(data, (list, AttrList, tuple)):
+            return list(map(self._serialize, data))
+        return self._serialize(data)
+
+    def deserialize(self, data: Any) -> Any:
+        if isinstance(data, (list, AttrList, tuple)):
+            data = [None if d is None else self._deserialize(d) for d in data]
+            return data
+        if data is None:
+            return None
+        return self._deserialize(data)
+
+    def clean(self, data: Any) -> Any:
+        if data is not None:
+            data = self.deserialize(data)
+        if data in (None, [], {}) and self._required:
+            raise ValidationException("Value required for this field.")
+        return data
+
+    def to_dict(self) -> Any:
+        d = super(Field, self).to_dict()
+        name, value = d.popitem()
+        value["type"] = name
+        return value
+
+
+class CustomField(Field):
+    name = "custom"
+    _coerce = True
+
+    def to_dict(self) -> Any:
+        if isinstance(self.builtin_type, Field):
+            return self.builtin_type.to_dict()
+
+        d = super(CustomField, self).to_dict()
+        d["type"] = self.builtin_type
+        return d
+
+
+class Object(Field):
+    name: Optional[str] = "object"
+    _coerce: bool = True
+
+    def __init__(
+        self,
+        doc_class: Any = None,
+        dynamic: Any = None,
+        properties: Any = None,
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg document.InnerDoc doc_class: base doc class that handles mapping.
+            If no `doc_class` is provided, new instance of `InnerDoc` will be created,
+            populated with `properties` and used. Can not be provided together with `properties`
+        :arg dynamic: whether new properties may be created dynamically.
+            Valid values are `True`, `False`, `'strict'`.
+            Can not be provided together with `doc_class`.
+        :arg dict properties: used to construct underlying mapping if no `doc_class` is provided.
+            Can not be provided together with `doc_class`
+        """
+        if doc_class and (properties or dynamic is not None):
+            raise ValidationException(
+                "doc_class and properties/dynamic should not be provided together"
+            )
+        if doc_class:
+            self._doc_class: Any = doc_class
+        else:
+            # FIXME import
+            from opensearchpy.helpers.document import InnerDoc
+
+            # no InnerDoc subclass, creating one instead...
+            self._doc_class = type("InnerDoc", (InnerDoc,), {})
+            for name, field in iteritems(properties or {}):
+                self._doc_class._doc_type.mapping.field(name, field)  # type: ignore
+            if dynamic is not None:
+                self._doc_class._doc_type.mapping.meta("dynamic", dynamic)  # type: ignore
+
+        self._mapping = copy.deepcopy(self._doc_class._doc_type.mapping)
+        super(Object, self).__init__(**kwargs)
+
+    def __getitem__(self, name: Any) -> Any:
+        return self._mapping[name]
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self._mapping
+
+    def _empty(self) -> Any:
+        return self._wrap({})
+
+    def _wrap(self, data: Any) -> Any:
+        return self._doc_class.from_opensearch(data, data_only=True)
+
+    def empty(self) -> Any:
+        if self._multi:
+            return AttrList([], self._wrap)
+        return self._empty()
+
+    def to_dict(self) -> Any:
+        d = self._mapping.to_dict()
+        d.update(super(Object, self).to_dict())
+        return d
+
+    def _collect_fields(self) -> Any:
+        return self._mapping.properties._collect_fields()
+
+    def _deserialize(self, data: Any) -> Any:
+        # don't wrap already wrapped data
+        if isinstance(data, self._doc_class):
+            return data
+
+        if isinstance(data, AttrDict):
+            data = data._d_
+
+        return self._wrap(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+
+        # somebody assigned raw dict to the field, we should tolerate that
+        if isinstance(data, collections_abc.Mapping):
+            return data
+
+        return data.to_dict()
+
+    def clean(self, data: Any) -> Any:
+        data = super(Object, self).clean(data)
+        if data is None:
+            return None
+        if isinstance(data, (list, AttrList)):
+            for d in data:
+                d.full_clean()
+        else:
+            data.full_clean()
+        return data
+
+    def update(self, other: "Object", update_only: bool = False) -> None:
+        if not isinstance(other, Object):
+            # not an inner/nested object, no merge possible
+            return
+
+        self._mapping.update(other._mapping, update_only)
+
+
+class Nested(Object):
+    name: Optional[str] = "nested"
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        kwargs.setdefault("multi", True)
+        super(Nested, self).__init__(*args, **kwargs)
+
+
+class Date(Field):
+    name: Optional[str] = "date"
+    _coerce: bool = True
+
+    def __init__(self, default_timezone: Any = None, *args: Any, **kwargs: Any) -> None:
+        """
+        :arg default_timezone: timezone that will be automatically used for tz-naive values
+            May be instance of `datetime.tzinfo` or string containing TZ offset
+        """
+        self._default_timezone = default_timezone
+        if isinstance(self._default_timezone, string_types):
+            self._default_timezone = tz.gettz(self._default_timezone)
+        super(Date, self).__init__(*args, **kwargs)
+
+    def _deserialize(self, data: Any) -> Any:
+        if isinstance(data, string_types):
+            try:
+                data = parser.parse(data)
+            except Exception as e:
+                raise ValidationException(
+                    "Could not parse date from the value (%r)" % data, e
+                )
+
+        if isinstance(data, datetime):
+            if self._default_timezone and data.tzinfo is None:
+                data = data.replace(tzinfo=self._default_timezone)
+            return data
+        if isinstance(data, date):
+            return data
+        if isinstance(data, integer_types):
+            # Divide by a float to preserve milliseconds on the datetime.
+            return datetime.utcfromtimestamp(data / 1000.0)
+
+        raise ValidationException("Could not parse date from the value (%r)" % data)
+
+
+class Text(Field):
+    _param_defs = {
+        "fields": {"type": "field", "hash": True},
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+        "search_quote_analyzer": {"type": "analyzer"},
+    }
+    name: Optional[str] = "text"
+
+
+class SearchAsYouType(Field):
+    _param_defs = {
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+        "search_quote_analyzer": {"type": "analyzer"},
+    }
+    name: Optional[str] = "search_as_you_type"
+
+
+class Keyword(Field):
+    _param_defs = {
+        "fields": {"type": "field", "hash": True},
+        "search_analyzer": {"type": "analyzer"},
+        "normalizer": {"type": "normalizer"},
+    }
+    name: Optional[str] = "keyword"
+
+
+class ConstantKeyword(Keyword):
+    name: Optional[str] = "constant_keyword"
+
+
+class Boolean(Field):
+    name: Optional[str] = "boolean"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        if data == "false":
+            return False
+        return bool(data)
+
+    def clean(self, data: Any) -> Any:
+        if data is not None:
+            data = self.deserialize(data)
+        if data is None and self._required:
+            raise ValidationException("Value required for this field.")
+        return data
+
+
+class Float(Field):
+    name: Optional[str] = "float"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return float(data)
+
+
+class DenseVector(Float):
+    name: Optional[str] = "dense_vector"
+
+    def __init__(self, dims: Any, **kwargs: Any) -> None:
+        kwargs["multi"] = True
+        super(DenseVector, self).__init__(dims=dims, **kwargs)
+
+
+class SparseVector(Field):
+    name: Optional[str] = "sparse_vector"
+
+
+class HalfFloat(Float):
+    name: Optional[str] = "half_float"
+
+
+class ScaledFloat(Float):
+    name: Optional[str] = "scaled_float"
+
+    def __init__(self, scaling_factor: Any, *args: Any, **kwargs: Any) -> None:
+        super(ScaledFloat, self).__init__(
+            scaling_factor=scaling_factor, *args, **kwargs
+        )
+
+
+class Double(Float):
+    name: Optional[str] = "double"
+
+
+class RankFeature(Float):
+    name: Optional[str] = "rank_feature"
+
+
+class RankFeatures(Field):
+    name: Optional[str] = "rank_features"
+
+
+class Integer(Field):
+    name: Optional[str] = "integer"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return int(data)
+
+
+class Byte(Integer):
+    name: Optional[str] = "byte"
+
+
+class Short(Integer):
+    name: Optional[str] = "short"
+
+
+class Long(Integer):
+    name: Optional[str] = "long"
+
+
+class Ip(Field):
+    name: Optional[str] = "ip"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        # the ipaddress library for pypy only accepts unicode.
+        return ipaddress.ip_address(unicode(data))
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return str(data)
+
+
+class Binary(Field):
+    name: Optional[str] = "binary"
+    _coerce: bool = True
+
+    def clean(self, data: Any) -> Any:
+        # Binary fields are opaque, so there's not much cleaning
+        # that can be done.
+        return data
+
+    def _deserialize(self, data: Any) -> Any:
+        return base64.b64decode(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return base64.b64encode(data).decode()
+
+
+class GeoPoint(Field):
+    name: Optional[str] = "geo_point"
+
+
+class GeoShape(Field):
+    name: Optional[str] = "geo_shape"
+
+
+class Completion(Field):
+    _param_defs = {
+        "analyzer": {"type": "analyzer"},
+        "search_analyzer": {"type": "analyzer"},
+    }
+    name = "completion"
+
+
+class Percolator(Field):
+    name: Optional[str] = "percolator"
+    _coerce: bool = True
+
+    def _deserialize(self, data: Any) -> Any:
+        return Q(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        return data.to_dict()
+
+
+class RangeField(Field):
+    _coerce: bool = True
+    _core_field: Any = None
+
+    def _deserialize(self, data: Any) -> Any:
+        if isinstance(data, Range):
+            return data
+        data = dict((k, self._core_field.deserialize(v)) for k, v in iteritems(data))
+        return Range(data)
+
+    def _serialize(self, data: Any) -> Any:
+        if data is None:
+            return None
+        if not isinstance(data, collections_abc.Mapping):
+            data = data.to_dict()
+        return dict((k, self._core_field.serialize(v)) for k, v in iteritems(data))
+
+
+class IntegerRange(RangeField):
+    name: Optional[str] = "integer_range"
+    _core_field: Any = Integer()
+
+
+class FloatRange(RangeField):
+    name: Optional[str] = "float_range"
+    _core_field: Any = Float()
+
+
+class LongRange(RangeField):
+    name: Optional[str] = "long_range"
+    _core_field: Any = Long()
+
+
+class DoubleRange(RangeField):
+    name: Optional[str] = "double_range"
+    _core_field: Any = Double()
+
+
+class DateRange(RangeField):
+    name: Optional[str] = "date_range"
+    _core_field: Any = Date()
+
+
+class IpRange(Field):
+    # not a RangeField since ip_range supports CIDR ranges
+    name: Optional[str] = "ip_range"
+
+
+class Join(Field):
+    name: Optional[str] = "join"
+
+
+class TokenCount(Field):
+    name: Optional[str] = "token_count"
+
+
+class Murmur3(Field):
+    name: Optional[str] = "murmur3"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
new file mode 100644
index 000000000..21f5407be
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
@@ -0,0 +1,125 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from typing import Any, Optional
+
+from .utils import DslBase
+
+
+def SF(name_or_sf: Any, **params: Any) -> Any:  # pylint: disable=invalid-name
+    # {"script_score": {"script": "_score"}, "filter": {}}
+    if isinstance(name_or_sf, collections_abc.Mapping):
+        if params:
+            raise ValueError("SF() cannot accept parameters when passing in a dict.")
+        kwargs = {}
+        sf = name_or_sf.copy()  # type: ignore
+        for k in ScoreFunction._param_defs:
+            if k in name_or_sf:
+                kwargs[k] = sf.pop(k)
+
+        # not sf, so just filter+weight, which used to be boost factor
+        if not sf:
+            name = "boost_factor"
+        # {'FUNCTION': {...}}
+        elif len(sf) == 1:
+            name, params = sf.popitem()
+        else:
+            raise ValueError("SF() got an unexpected fields in the dictionary: %r" % sf)
+
+        # boost factor special case, see https://github.com/elastic/elasticsearch/issues/6343
+        if not isinstance(params, collections_abc.Mapping):
+            params = {"value": params}
+
+        # mix known params (from _param_defs) and from inside the function
+        kwargs.update(params)
+        return ScoreFunction.get_dsl_class(name)(**kwargs)
+
+    # ScriptScore(script="_score", filter=Q())
+    if isinstance(name_or_sf, ScoreFunction):
+        if params:
+            raise ValueError(
+                "SF() cannot accept parameters when passing in a ScoreFunction object."
+            )
+        return name_or_sf
+
+    # "script_score", script="_score", filter=Q()
+    return ScoreFunction.get_dsl_class(name_or_sf)(**params)
+
+
+class ScoreFunction(DslBase):
+    _type_name: str = "score_function"
+    _type_shortcut = staticmethod(SF)
+    _param_defs = {
+        "query": {"type": "query"},
+        "filter": {"type": "query"},
+        "weight": {},
+    }
+    name: Optional[str] = None
+
+    def to_dict(self) -> Any:
+        d = super(ScoreFunction, self).to_dict()
+        # filter and query dicts should be at the same level as us
+        for k in self._param_defs:
+            if k in d[self.name]:
+                d[k] = d[self.name].pop(k)
+        return d
+
+
+class ScriptScore(ScoreFunction):
+    name = "script_score"
+
+
+class BoostFactor(ScoreFunction):
+    name = "boost_factor"
+
+    def to_dict(self) -> Any:
+        d = super(BoostFactor, self).to_dict()
+        if "value" in d[self.name]:
+            d[self.name] = d[self.name].pop("value")
+        else:
+            del d[self.name]
+        return d
+
+
+class RandomScore(ScoreFunction):
+    name = "random_score"
+
+
+class FieldValueFactor(ScoreFunction):
+    name = "field_value_factor"
+
+
+class Linear(ScoreFunction):
+    name = "linear"
+
+
+class Gauss(ScoreFunction):
+    name = "gauss"
+
+
+class Exp(ScoreFunction):
+    name = "exp"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
new file mode 100644
index 000000000..25bc0664d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
@@ -0,0 +1,656 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any, Optional
+
+from opensearchpy.client import OpenSearch
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.helpers import analysis
+
+from ..exceptions import IllegalOperation
+from .mapping import Mapping
+from .search import Search
+from .update_by_query import UpdateByQuery
+from .utils import merge
+
+
+class IndexTemplate(object):
+    def __init__(
+        self,
+        name: Any,
+        template: Any,
+        index: Any = None,
+        order: Any = None,
+        **kwargs: Any
+    ) -> None:
+        if index is None:
+            self._index = Index(template, **kwargs)
+        else:
+            if kwargs:
+                raise ValueError(
+                    "You cannot specify options for Index when"
+                    " passing an Index instance."
+                )
+            self._index = index.clone()
+            self._index._name = template
+        self._template_name = name
+        self.order = order
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._index, attr_name)
+
+    def to_dict(self) -> Any:
+        d = self._index.to_dict()
+        d["index_patterns"] = [self._index._name]
+        if self.order is not None:
+            d["order"] = self.order
+        return d
+
+    def save(self, using: Any = None) -> Any:
+        opensearch = get_connection(using or self._index._using)
+        return opensearch.indices.put_template(
+            name=self._template_name, body=self.to_dict()
+        )
+
+
+class Index(object):
+    def __init__(self, name: Any, using: Any = "default") -> None:
+        """
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        self._name = name
+        self._doc_types: Any = []
+        self._using = using
+        self._settings: Any = {}
+        self._aliases: Any = {}
+        self._analysis: Any = {}
+        self._mapping: Any = None
+
+    def get_or_create_mapping(self) -> Any:
+        if self._mapping is None:
+            self._mapping = Mapping()
+        return self._mapping
+
+    def as_template(
+        self, template_name: Any, pattern: Any = None, order: Any = None
+    ) -> Any:
+        # TODO: should we allow pattern to be a top-level arg?
+        # or maybe have an IndexPattern that allows for it and have
+        # Document._index be that?
+        return IndexTemplate(
+            template_name, pattern or self._name, index=self, order=order
+        )
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
+            if field is not None:
+                return nested, field
+        if self._mapping:
+            return self._mapping.resolve_nested(field_path)
+        return (), None
+
+    def resolve_field(self, field_path: Any) -> Any:
+        for doc in self._doc_types:
+            field = doc._doc_type.mapping.resolve_field(field_path)
+            if field is not None:
+                return field
+        if self._mapping:
+            return self._mapping.resolve_field(field_path)
+        return None
+
+    def load_mappings(self, using: Optional[OpenSearch] = None) -> None:
+        self.get_or_create_mapping().update_from_opensearch(
+            self._name, using=using or self._using
+        )
+
+    def clone(self, name: Any = None, using: Any = None) -> Any:
+        """
+        Create a copy of the instance with another name or connection alias.
+        Useful for creating multiple indices with shared configuration::
+
+            i = Index('base-index')
+            i.settings(number_of_shards=1)
+            i.create()
+
+            i2 = i.clone('other-index')
+            i2.create()
+
+        :arg name: name of the index
+        :arg using: connection alias to use, defaults to ``'default'``
+        """
+        i = Index(name or self._name, using=using or self._using)
+        i._settings = self._settings.copy()
+        i._aliases = self._aliases.copy()
+        i._analysis = self._analysis.copy()
+        i._doc_types = self._doc_types[:]
+        if self._mapping is not None:
+            i._mapping = self._mapping._clone()
+        return i
+
+    def _get_connection(self, using: Any = None) -> Any:
+        if self._name is None:
+            raise ValueError("You cannot perform API calls on the default index.")
+        return get_connection(using or self._using)
+
+    connection = property(_get_connection)
+
+    def mapping(self, mapping: Any) -> Any:
+        """
+        Associate a mapping (an instance of
+        :class:`~opensearchpy.Mapping`) with this index.
+        This means that, when this index is created, it will contain the
+        mappings for the document type defined by those mappings.
+        """
+        self.get_or_create_mapping().update(mapping)
+
+    def document(self, document: Any) -> Any:
+        """
+        Associate a :class:`~opensearchpy.Document` subclass with an index.
+        This means that, when this index is created, it will contain the
+        mappings for the ``Document``. If the ``Document`` class doesn't have a
+        default index yet (by defining ``class Index``), this instance will be
+        used. Can be used as a decorator::
+
+            i = Index('blog')
+
+            @i.document
+            class Post(Document):
+                title = Text()
+
+            # create the index, including Post mappings
+            i.create()
+
+            # .search() will now return a Search object that will return
+            # properly deserialized Post instances
+            s = i.search()
+        """
+        self._doc_types.append(document)
+
+        # If the document index does not have any name, that means the user
+        # did not set any index already to the document.
+        # So set this index as document index
+        if document._index._name is None:
+            document._index = self
+
+        return document
+
+    def settings(self, **kwargs: Any) -> Any:
+        """
+        Add settings to the index::
+
+            i = Index('i')
+            i.settings(number_of_shards=1, number_of_replicas=0)
+
+        Multiple calls to ``settings`` will merge the keys, later overriding
+        the earlier.
+        """
+        self._settings.update(kwargs)
+        return self
+
+    def aliases(self, **kwargs: Any) -> Any:
+        """
+        Add aliases to the index definition::
+
+            i = Index('blog-v2')
+            i.aliases(blog={}, published={'filter': Q('term', published=True)})
+        """
+        self._aliases.update(kwargs)
+        return self
+
+    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
+        """
+        Explicitly add an analyzer to an index. Note that all custom analyzers
+        defined in mappings will also be created. This is useful for search analyzers.
+
+        Example::
+
+            from opensearchpy import analyzer, tokenizer
+
+            my_analyzer = analyzer('my_analyzer',
+                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
+                filter=['lowercase']
+            )
+
+            i = Index('blog')
+            i.analyzer(my_analyzer)
+
+        """
+        analyzer = analysis.analyzer(*args, **kwargs)
+        d = analyzer.get_analysis_definition()
+        # empty custom analyzer, probably already defined out of our control
+        if not d:
+            return
+
+        # merge the definition
+        merge(self._analysis, d, True)
+
+    def to_dict(self) -> Any:
+        out = {}
+        if self._settings:
+            out["settings"] = self._settings
+        if self._aliases:
+            out["aliases"] = self._aliases
+        mappings: Any = self._mapping.to_dict() if self._mapping else {}
+        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
+        for d in self._doc_types:
+            mapping = d._doc_type.mapping
+            merge(mappings, mapping.to_dict(), True)
+            merge(analysis, mapping._collect_analysis(), True)
+        if mappings:
+            out["mappings"] = mappings
+        if analysis or self._analysis:
+            merge(analysis, self._analysis)
+            out.setdefault("settings", {})["analysis"] = analysis
+        return out
+
+    def search(self, using: Optional[OpenSearch] = None) -> Search:
+        """
+        Return a :class:`~opensearchpy.Search` object searching over the
+        index (or all the indices belonging to this template) and its
+        ``Document``\\s.
+        """
+        return Search(
+            using=using or self._using, index=self._name, doc_type=self._doc_types
+        )
+
+    def updateByQuery(  # pylint: disable=invalid-name
+        self, using: Optional[OpenSearch] = None
+    ) -> UpdateByQuery:
+        """
+        Return a :class:`~opensearchpy.UpdateByQuery` object searching over the index
+        (or all the indices belonging to this template) and updating Documents that match
+        the search criteria.
+
+        For more information, see here:
+        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
+        """
+        return UpdateByQuery(
+            using=using or self._using,
+            index=self._name,
+        )
+
+    def create(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Creates the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.create`` unchanged.
+        """
+        return self._get_connection(using).indices.create(
+            index=self._name, body=self.to_dict(), **kwargs
+        )
+
+    def is_closed(self, using: Optional[OpenSearch] = None) -> Any:
+        state = self._get_connection(using).cluster.state(
+            index=self._name, metric="metadata"
+        )
+        return state["metadata"]["indices"][self._name]["state"] == "close"
+
+    def save(self, using: Optional[OpenSearch] = None) -> Any:
+        """
+        Sync the index definition with opensearch, creating the index if it
+        doesn't exist and updating its settings and mappings if it does.
+
+        Note some settings and mapping changes cannot be done on an open
+        index (or at all on an existing index) and for those this method will
+        fail with the underlying exception.
+        """
+        if not self.exists(using=using):
+            return self.create(using=using)
+
+        body = self.to_dict()
+        settings = body.pop("settings", {})
+        analysis = settings.pop("analysis", None)
+        current_settings = self.get_settings(using=using)[self._name]["settings"][
+            "index"
+        ]
+        if analysis:
+            if self.is_closed(using=using):
+                # closed index, update away
+                settings["analysis"] = analysis
+            else:
+                # compare analysis definition, if all analysis objects are
+                # already defined as requested, skip analysis update and
+                # proceed, otherwise raise IllegalOperation
+                existing_analysis = current_settings.get("analysis", {})
+                if any(
+                    existing_analysis.get(section, {}).get(k, None)
+                    != analysis[section][k]
+                    for section in analysis
+                    for k in analysis[section]
+                ):
+                    raise IllegalOperation(
+                        "You cannot update analysis configuration on an open index, "
+                        "you need to close index %s first." % self._name
+                    )
+
+        # try and update the settings
+        if settings:
+            settings = settings.copy()
+            for k, v in list(settings.items()):
+                if k in current_settings and current_settings[k] == str(v):
+                    del settings[k]
+
+            if settings:
+                self.put_settings(using=using, body=settings)
+
+        # update the mappings, any conflict in the mappings will result in an
+        # exception
+        mappings = body.pop("mappings", {})
+        if mappings:
+            self.put_mapping(using=using, body=mappings)
+
+    def analyze(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Perform the analysis process on a text and return the tokens breakdown
+        of the text.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.analyze`` unchanged.
+        """
+        return self._get_connection(using).indices.analyze(index=self._name, **kwargs)
+
+    def refresh(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Performs a refresh operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.refresh`` unchanged.
+        """
+        return self._get_connection(using).indices.refresh(index=self._name, **kwargs)
+
+    def flush(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Performs a flush operation on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.flush`` unchanged.
+        """
+        return self._get_connection(using).indices.flush(index=self._name, **kwargs)
+
+    def get(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The get index API allows to retrieve information about the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get`` unchanged.
+        """
+        return self._get_connection(using).indices.get(index=self._name, **kwargs)
+
+    def open(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Opens the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.open`` unchanged.
+        """
+        return self._get_connection(using).indices.open(index=self._name, **kwargs)
+
+    def close(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Closes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.close`` unchanged.
+        """
+        return self._get_connection(using).indices.close(index=self._name, **kwargs)
+
+    def delete(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Deletes the index in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.delete`` unchanged.
+        """
+        return self._get_connection(using).indices.delete(index=self._name, **kwargs)
+
+    def exists(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Returns ``True`` if the index already exists in opensearch.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.exists`` unchanged.
+        """
+        return self._get_connection(using).indices.exists(index=self._name, **kwargs)
+
+    def put_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Register specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.put_mapping(
+            index=self._name, **kwargs
+        )
+
+    def get_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve specific mapping definition for a specific type.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.get_mapping(
+            index=self._name, **kwargs
+        )
+
+    def get_field_mapping(
+        self, using: Optional[OpenSearch] = None, **kwargs: Any
+    ) -> Any:
+        """
+        Retrieve mapping definition of a specific field.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_field_mapping`` unchanged.
+        """
+        return self._get_connection(using).indices.get_field_mapping(
+            index=self._name, **kwargs
+        )
+
+    def put_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Create an alias for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.put_alias(index=self._name, **kwargs)
+
+    def exists_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Return a boolean indicating whether given alias exists for this index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.exists_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.exists_alias(
+            index=self._name, **kwargs
+        )
+
+    def get_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve a specified alias.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.get_alias(index=self._name, **kwargs)
+
+    def delete_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Delete specific alias.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.delete_alias`` unchanged.
+        """
+        return self._get_connection(using).indices.delete_alias(
+            index=self._name, **kwargs
+        )
+
+    def get_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve settings for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_settings`` unchanged.
+        """
+        return self._get_connection(using).indices.get_settings(
+            index=self._name, **kwargs
+        )
+
+    def put_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Change specific index level settings in real time.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.put_settings`` unchanged.
+        """
+        return self._get_connection(using).indices.put_settings(
+            index=self._name, **kwargs
+        )
+
+    def stats(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Retrieve statistics on different operations happening on the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.stats`` unchanged.
+        """
+        return self._get_connection(using).indices.stats(index=self._name, **kwargs)
+
+    def segments(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Provide low level segments information that a Lucene index (shard
+        level) is built with.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.segments`` unchanged.
+        """
+        return self._get_connection(using).indices.segments(index=self._name, **kwargs)
+
+    def validate_query(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Validate a potentially expensive query without executing it.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.validate_query`` unchanged.
+        """
+        return self._get_connection(using).indices.validate_query(
+            index=self._name, **kwargs
+        )
+
+    def clear_cache(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Clear all caches or specific cached associated with the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.clear_cache`` unchanged.
+        """
+        return self._get_connection(using).indices.clear_cache(
+            index=self._name, **kwargs
+        )
+
+    def recovery(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The indices recovery API provides insight into on-going shard
+        recoveries for the index.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.recovery`` unchanged.
+        """
+        return self._get_connection(using).indices.recovery(index=self._name, **kwargs)
+
+    def upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Upgrade the index to the latest format.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.upgrade`` unchanged.
+        """
+        return self._get_connection(using).indices.upgrade(index=self._name, **kwargs)
+
+    def get_upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Monitor how much of the index is upgraded.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.get_upgrade`` unchanged.
+        """
+        return self._get_connection(using).indices.get_upgrade(
+            index=self._name, **kwargs
+        )
+
+    def shard_stores(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        Provides store information for shard copies of the index. Store
+        information reports on which nodes shard copies exist, the shard copy
+        version, indicating how recent they are, and any exceptions encountered
+        while opening the shard index or from earlier engine failure.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.shard_stores`` unchanged.
+        """
+        return self._get_connection(using).indices.shard_stores(
+            index=self._name, **kwargs
+        )
+
+    def forcemerge(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The force merge API allows to force merging of the index through an
+        API. The merge relates to the number of segments a Lucene index holds
+        within each shard. The force merge operation allows to reduce the
+        number of segments by merging them.
+
+        This call will block until the merge is complete. If the http
+        connection is lost, the request will continue in the background, and
+        any new requests will block until the previous force merge is complete.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.forcemerge`` unchanged.
+        """
+        return self._get_connection(using).indices.forcemerge(
+            index=self._name, **kwargs
+        )
+
+    def shrink(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
+        """
+        The shrink index API allows you to shrink an existing index into a new
+        index with fewer primary shards. The number of primary shards in the
+        target index must be a factor of the shards in the source index. For
+        example an index with 8 primary shards can be shrunk into 4, 2 or 1
+        primary shards or an index with 15 primary shards can be shrunk into 5,
+        3 or 1. If the number of shards in the index is a prime number it can
+        only be shrunk into a single primary shard. Before shrinking, a
+        (primary or replica) copy of every shard in the index must be present
+        on the same node.
+
+        Any additional keyword arguments will be passed to
+        ``OpenSearch.indices.shrink`` unchanged.
+        """
+        return self._get_connection(using).indices.shrink(index=self._name, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
new file mode 100644
index 000000000..f75ef19e7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
@@ -0,0 +1,246 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any
+
+from six import iteritems, itervalues
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.helpers.field import Nested, Text, construct_field
+
+from .utils import DslBase
+
+META_FIELDS = frozenset(
+    (
+        "dynamic",
+        "transform",
+        "dynamic_date_formats",
+        "date_detection",
+        "numeric_detection",
+        "dynamic_templates",
+        "enabled",
+    )
+)
+
+
+class Properties(DslBase):
+    name = "properties"
+    _param_defs = {"properties": {"type": "field", "hash": True}}
+
+    def __init__(self) -> None:
+        super(Properties, self).__init__()
+
+    def __repr__(self) -> str:
+        return "Properties()"
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties[name]
+
+    def __contains__(self, name: Any) -> bool:
+        return name in self.properties
+
+    def to_dict(self) -> Any:
+        return super(Properties, self).to_dict()["properties"]
+
+    def field(self, name: Any, *args: Any, **kwargs: Any) -> "Properties":
+        self.properties[name] = construct_field(*args, **kwargs)
+        return self
+
+    def _collect_fields(self) -> Any:
+        """Iterate over all Field objects within, including multi fields."""
+        for f in itervalues(self.properties.to_dict()):
+            yield f
+            # multi fields
+            if hasattr(f, "fields"):
+                for inner_f in itervalues(f.fields.to_dict()):
+                    yield inner_f
+            # nested and inner objects
+            if hasattr(f, "_collect_fields"):
+                for inner_f in f._collect_fields():
+                    yield inner_f
+
+    def update(self, other_object: Any) -> None:
+        if not hasattr(other_object, "properties"):
+            # not an inner/nested object, no merge possible
+            return
+
+        our, other = self.properties, other_object.properties
+        for name in other:
+            if name in our:
+                if hasattr(our[name], "update"):
+                    our[name].update(other[name])
+                continue
+            our[name] = other[name]
+
+
+class Mapping(object):
+    def __init__(self) -> None:
+        self.properties = Properties()
+        self._meta: Any = {}
+
+    def __repr__(self) -> str:
+        return "Mapping()"
+
+    def _clone(self) -> Any:
+        m = Mapping()
+        m.properties._params = self.properties._params.copy()
+        return m
+
+    @classmethod
+    def from_opensearch(cls, index: Any, using: str = "default") -> Any:
+        m = cls()
+        m.update_from_opensearch(index, using)
+        return m
+
+    def resolve_nested(self, field_path: Any) -> Any:
+        field = self
+        nested = []
+        parts = field_path.split(".")
+        for i, step in enumerate(parts):
+            try:
+                field = field[step]
+            except KeyError:
+                return (), None
+            if isinstance(field, Nested):
+                nested.append(".".join(parts[: i + 1]))
+        return nested, field
+
+    def resolve_field(self, field_path: Any) -> Any:
+        field = self
+        for step in field_path.split("."):
+            try:
+                field = field[step]
+            except KeyError:
+                return None
+        return field
+
+    def _collect_analysis(self) -> Any:
+        analysis: Any = {}
+        fields: Any = []
+        if "_all" in self._meta:
+            fields.append(Text(**self._meta["_all"]))
+
+        for f in chain(fields, self.properties._collect_fields()):
+            for analyzer_name in (
+                "analyzer",
+                "normalizer",
+                "search_analyzer",
+                "search_quote_analyzer",
+            ):
+                if not hasattr(f, analyzer_name):
+                    continue
+                analyzer = getattr(f, analyzer_name)
+                d = analyzer.get_analysis_definition()
+                # empty custom analyzer, probably already defined out of our control
+                if not d:
+                    continue
+
+                # merge the definition
+                # TODO: conflict detection/resolution
+                for key in d:
+                    analysis.setdefault(key, {}).update(d[key])
+
+        return analysis
+
+    def save(self, index: Any, using: str = "default") -> Any:
+        from opensearchpy.helpers.index import Index
+
+        index = Index(index, using=using)
+        index.mapping(self)
+        return index.save()
+
+    def update_from_opensearch(self, index: Any, using: str = "default") -> None:
+        opensearch = get_connection(using)
+        raw = opensearch.indices.get_mapping(index=index)
+        _, raw = raw.popitem()
+        self._update_from_dict(raw["mappings"])
+
+    def _update_from_dict(self, raw: Any) -> None:
+        for name, definition in iteritems(raw.get("properties", {})):
+            self.field(name, definition)
+
+        # metadata like _all etc
+        for name, value in iteritems(raw):
+            if name != "properties":
+                if isinstance(value, collections_abc.Mapping):
+                    self.meta(name, **value)
+                else:
+                    self.meta(name, value)
+
+    def update(self, mapping: Any, update_only: bool = False) -> None:
+        for name in mapping:
+            if update_only and name in self:
+                # nested and inner objects, merge recursively
+                if hasattr(self[name], "update"):
+                    # FIXME only merge subfields, not the settings
+                    self[name].update(mapping[name], update_only)
+                continue
+            self.field(name, mapping[name])
+
+        if update_only:
+            for name in mapping._meta:
+                if name not in self._meta:
+                    self._meta[name] = mapping._meta[name]
+        else:
+            self._meta.update(mapping._meta)
+
+    def __contains__(self, name: Any) -> Any:
+        return name in self.properties.properties
+
+    def __getitem__(self, name: Any) -> Any:
+        return self.properties.properties[name]
+
+    def __iter__(self) -> Any:
+        return iter(self.properties.properties)
+
+    def field(self, *args: Any, **kwargs: Any) -> "Mapping":
+        self.properties.field(*args, **kwargs)
+        return self
+
+    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "Mapping":
+        if not name.startswith("_") and name not in META_FIELDS:
+            name = "_" + name
+
+        if params and kwargs:
+            raise ValueError("Meta configs cannot have both value and a dictionary.")
+
+        self._meta[name] = kwargs if params is None else params
+        return self
+
+    def to_dict(self) -> Any:
+        meta = self._meta
+
+        # hard coded serialization of analyzers in _all
+        if "_all" in meta:
+            meta = meta.copy()
+            _all = meta["_all"] = meta["_all"].copy()
+            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
+                if hasattr(_all.get(f, None), "to_dict"):
+                    _all[f] = _all[f].to_dict()
+        meta.update(self.properties.to_dict())
+        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
new file mode 100644
index 000000000..1d3b6671d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
@@ -0,0 +1,526 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+from itertools import chain
+from typing import Any, Optional
+
+# 'SF' looks unused but the test suite assumes it's available
+# from this module so others are liable to do so as well.
+from ..helpers.function import SF, ScoreFunction
+from .utils import DslBase
+
+
+def Q(  # pylint: disable=invalid-name
+    name_or_query: Any = "match_all", **params: Any
+) -> Any:
+    # {"match": {"title": "python"}}
+    if isinstance(name_or_query, collections_abc.Mapping):
+        if params:
+            raise ValueError("Q() cannot accept parameters when passing in a dict.")
+        if len(name_or_query) != 1:
+            raise ValueError(
+                'Q() can only accept dict with a single query ({"match": {...}}). '
+                "Instead it got (%r)" % name_or_query
+            )
+        name, params = name_or_query.copy().popitem()  # type: ignore
+        return Query.get_dsl_class(name)(_expand__to_dot=False, **params)
+
+    # MatchAll()
+    if isinstance(name_or_query, Query):
+        if params:
+            raise ValueError(
+                "Q() cannot accept parameters when passing in a Query object."
+            )
+        return name_or_query
+
+    # s.query = Q('filtered', query=s.query)
+    if hasattr(name_or_query, "_proxied"):
+        return name_or_query._proxied
+
+    # "match", title="python"
+    return Query.get_dsl_class(name_or_query)(**params)
+
+
+class Query(DslBase):
+    _type_name: str = "query"
+    _type_shortcut = staticmethod(Q)
+    name: Optional[str] = None
+
+    def __add__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__radd__"):
+            return other.__radd__(self)
+        return Bool(must=[self, other])
+
+    def __invert__(self) -> Any:
+        return Bool(must_not=[self])
+
+    def __or__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__ror__"):
+            return other.__ror__(self)
+        return Bool(should=[self, other])
+
+    def __and__(self, other: Any) -> Any:
+        # make sure we give queries that know how to combine themselves
+        # preference
+        if hasattr(other, "__rand__"):
+            return other.__rand__(self)
+        return Bool(must=[self, other])
+
+
+class MatchAll(Query):
+    name = "match_all"
+
+    def __add__(self, other: Any) -> Any:
+        return other._clone()
+
+    __and__ = __rand__ = __radd__ = __add__
+
+    def __or__(self, other: Any) -> "MatchAll":
+        return self
+
+    __ror__ = __or__
+
+    def __invert__(self) -> Any:
+        return MatchNone()
+
+
+EMPTY_QUERY = MatchAll()
+
+
+class MatchNone(Query):
+    name = "match_none"
+
+    def __add__(self, other: Any) -> "MatchNone":
+        return self
+
+    __and__ = __rand__ = __radd__ = __add__
+
+    def __or__(self, other: Any) -> Any:
+        return other._clone()
+
+    __ror__ = __or__
+
+    def __invert__(self) -> Any:
+        return MatchAll()
+
+
+class Bool(Query):
+    name = "bool"
+    _param_defs = {
+        "must": {"type": "query", "multi": True},
+        "should": {"type": "query", "multi": True},
+        "must_not": {"type": "query", "multi": True},
+        "filter": {"type": "query", "multi": True},
+    }
+
+    def __add__(self, other: "Bool") -> Any:
+        q = self._clone()
+        if isinstance(other, Bool):
+            q.must += other.must
+            q.should += other.should
+            q.must_not += other.must_not
+            q.filter += other.filter
+        else:
+            q.must.append(other)
+        return q
+
+    __radd__ = __add__
+
+    def __or__(self, other: "Bool") -> Any:
+        for q in (self, other):
+            if isinstance(q, Bool) and not any(
+                (q.must, q.must_not, q.filter, getattr(q, "minimum_should_match", None))
+            ):
+                other = self if q is other else other
+                q = q._clone()
+                if isinstance(other, Bool) and not any(
+                    (
+                        other.must,
+                        other.must_not,
+                        other.filter,
+                        getattr(other, "minimum_should_match", None),
+                    )
+                ):
+                    q.should.extend(other.should)
+                else:
+                    q.should.append(other)
+                return q
+
+        return Bool(should=[self, other])
+
+    __ror__ = __or__
+
+    @property
+    def _min_should_match(self) -> Any:
+        return getattr(
+            self,
+            "minimum_should_match",
+            0 if not self.should or (self.must or self.filter) else 1,
+        )
+
+    def __invert__(self) -> Any:
+        # Because an empty Bool query is treated like
+        # MatchAll the inverse should be MatchNone
+        if not any(chain(self.must, self.filter, self.should, self.must_not)):
+            return MatchNone()
+
+        negations = []
+        for q in chain(self.must, self.filter):
+            negations.append(~q)
+
+        for q in self.must_not:
+            negations.append(q)
+
+        if self.should and self._min_should_match:
+            negations.append(Bool(must_not=self.should[:]))
+
+        if len(negations) == 1:
+            return negations[0]
+        return Bool(should=negations)
+
+    def __and__(self, other: "Bool") -> Any:
+        q = self._clone()
+        if isinstance(other, Bool):
+            q.must += other.must
+            q.must_not += other.must_not
+            q.filter += other.filter
+            q.should = []
+
+            # reset minimum_should_match as it will get calculated below
+            if "minimum_should_match" in q._params:
+                del q._params["minimum_should_match"]
+
+            for qx in (self, other):
+                # TODO: percentages will fail here
+                min_should_match = qx._min_should_match
+                # all subqueries are required
+                if len(qx.should) <= min_should_match:
+                    q.must.extend(qx.should)
+                # not all of them are required, use it and remember min_should_match
+                elif not q.should:
+                    q.minimum_should_match = min_should_match
+                    q.should = qx.should
+                # all queries are optional, just extend should
+                elif q._min_should_match == 0 and min_should_match == 0:
+                    q.should.extend(qx.should)
+                # not all are required, add a should list to the must with proper min_should_match
+                else:
+                    q.must.append(
+                        Bool(should=qx.should, minimum_should_match=min_should_match)
+                    )
+        else:
+            if not (q.must or q.filter) and q.should:
+                q._params.setdefault("minimum_should_match", 1)
+            q.must.append(other)
+        return q
+
+    __rand__ = __and__
+
+
+class FunctionScore(Query):
+    name = "function_score"
+    _param_defs = {
+        "query": {"type": "query"},
+        "filter": {"type": "query"},
+        "functions": {"type": "score_function", "multi": True},
+    }
+
+    def __init__(self, **kwargs: Any) -> None:
+        if "functions" in kwargs:
+            pass
+        else:
+            fns = kwargs["functions"] = []
+            for name in ScoreFunction._classes:
+                if name in kwargs:
+                    fns.append({name: kwargs.pop(name)})
+        super(FunctionScore, self).__init__(**kwargs)
+
+
+# compound queries
+class Boosting(Query):
+    name = "boosting"
+    _param_defs = {"positive": {"type": "query"}, "negative": {"type": "query"}}
+
+
+class ConstantScore(Query):
+    name = "constant_score"
+    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
+
+
+class DisMax(Query):
+    name = "dis_max"
+    _param_defs = {"queries": {"type": "query", "multi": True}}
+
+
+class Filtered(Query):
+    name = "filtered"
+    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
+
+
+class Indices(Query):
+    name = "indices"
+    _param_defs = {"query": {"type": "query"}, "no_match_query": {"type": "query"}}
+
+
+class Percolate(Query):
+    name = "percolate"
+
+
+# relationship queries
+class Nested(Query):
+    name = "nested"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class HasChild(Query):
+    name = "has_child"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class HasParent(Query):
+    name = "has_parent"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class TopChildren(Query):
+    name = "top_children"
+    _param_defs = {"query": {"type": "query"}}
+
+
+# compount span queries
+class SpanFirst(Query):
+    name = "span_first"
+    _param_defs = {"match": {"type": "query"}}
+
+
+class SpanMulti(Query):
+    name = "span_multi"
+    _param_defs = {"match": {"type": "query"}}
+
+
+class SpanNear(Query):
+    name = "span_near"
+    _param_defs = {"clauses": {"type": "query", "multi": True}}
+
+
+class SpanNot(Query):
+    name = "span_not"
+    _param_defs = {"exclude": {"type": "query"}, "include": {"type": "query"}}
+
+
+class SpanOr(Query):
+    name = "span_or"
+    _param_defs = {"clauses": {"type": "query", "multi": True}}
+
+
+class FieldMaskingSpan(Query):
+    name = "field_masking_span"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class SpanContaining(Query):
+    name = "span_containing"
+    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
+
+
+# Original implementation contained
+# a typo: remove in v8.0.
+SpanContainining = SpanContaining
+
+
+class SpanWithin(Query):
+    name = "span_within"
+    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
+
+
+# core queries
+class Common(Query):
+    name = "common"
+
+
+class Fuzzy(Query):
+    name = "fuzzy"
+
+
+class FuzzyLikeThis(Query):
+    name = "fuzzy_like_this"
+
+
+class FuzzyLikeThisField(Query):
+    name = "fuzzy_like_this_field"
+
+
+class RankFeature(Query):
+    name = "rank_feature"
+
+
+class DistanceFeature(Query):
+    name = "distance_feature"
+
+
+class GeoBoundingBox(Query):
+    name = "geo_bounding_box"
+
+
+class GeoDistance(Query):
+    name = "geo_distance"
+
+
+class GeoDistanceRange(Query):
+    name = "geo_distance_range"
+
+
+class GeoPolygon(Query):
+    name = "geo_polygon"
+
+
+class GeoShape(Query):
+    name = "geo_shape"
+
+
+class GeohashCell(Query):
+    name = "geohash_cell"
+
+
+class Ids(Query):
+    name = "ids"
+
+
+class Intervals(Query):
+    name = "intervals"
+
+
+class Limit(Query):
+    name = "limit"
+
+
+class Match(Query):
+    name = "match"
+
+
+class MatchPhrase(Query):
+    name = "match_phrase"
+
+
+class MatchPhrasePrefix(Query):
+    name = "match_phrase_prefix"
+
+
+class MatchBoolPrefix(Query):
+    name = "match_bool_prefix"
+
+
+class Exists(Query):
+    name = "exists"
+
+
+class MoreLikeThis(Query):
+    name = "more_like_this"
+
+
+class MoreLikeThisField(Query):
+    name = "more_like_this_field"
+
+
+class MultiMatch(Query):
+    name = "multi_match"
+
+
+class Prefix(Query):
+    name = "prefix"
+
+
+class QueryString(Query):
+    name = "query_string"
+
+
+class Range(Query):
+    name = "range"
+
+
+class Regexp(Query):
+    name = "regexp"
+
+
+class Shape(Query):
+    name = "shape"
+
+
+class SimpleQueryString(Query):
+    name = "simple_query_string"
+
+
+class SpanTerm(Query):
+    name = "span_term"
+
+
+class Template(Query):
+    name = "template"
+
+
+class Term(Query):
+    name = "term"
+
+
+class Terms(Query):
+    name = "terms"
+
+
+class TermsSet(Query):
+    name = "terms_set"
+
+
+class Wildcard(Query):
+    name = "wildcard"
+
+
+class Script(Query):
+    name = "script"
+
+
+class ScriptScore(Query):
+    name = "script_score"
+    _param_defs = {"query": {"type": "query"}}
+
+
+class Type(Query):
+    name = "type"
+
+
+class ParentId(Query):
+    name = "parent_id"
+
+
+class Wrapper(Query):
+    name = "wrapper"
+
+
+__all__ = ["SF"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
new file mode 100644
index 000000000..4858f9512
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
@@ -0,0 +1,130 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, AttrList, _wrap
+from .hit import Hit, HitMeta
+
+
+class Response(AttrDict):
+    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
+        super(AttrDict, self).__setattr__("_search", search)
+        super(AttrDict, self).__setattr__("_doc_class", doc_class)
+        super(Response, self).__init__(response)
+
+    def __iter__(self) -> Any:
+        return iter(self.hits)
+
+    def __getitem__(self, key: Any) -> Any:
+        if isinstance(key, (slice, int)):
+            # for slicing etc
+            return self.hits[key]
+        return super(Response, self).__getitem__(key)
+
+    def __nonzero__(self) -> Any:
+        return bool(self.hits)
+
+    __bool__ = __nonzero__
+
+    def __repr__(self) -> str:
+        return "<Response: %r>" % (self.hits or self.aggregations)
+
+    def __len__(self) -> int:
+        return len(self.hits)
+
+    def __getstate__(self) -> Any:
+        return self._d_, self._search, self._doc_class
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("_d_", state[0])
+        super(AttrDict, self).__setattr__("_search", state[1])
+        super(AttrDict, self).__setattr__("_doc_class", state[2])
+
+    def success(self) -> bool:
+        return self._shards.total == self._shards.successful and not self.timed_out
+
+    @property
+    def hits(self) -> Any:
+        if not hasattr(self, "_hits"):
+            h = self._d_["hits"]
+
+            try:
+                hits = AttrList(map(self._search._get_result, h["hits"]))
+            except AttributeError as e:
+                # avoid raising AttributeError since it will be hidden by the property
+                raise TypeError("Could not parse hits.", e)
+
+            # avoid assigning _hits into self._d_
+            super(AttrDict, self).__setattr__("_hits", hits)
+            for k in h:
+                setattr(self._hits, k, _wrap(h[k]))
+        return self._hits
+
+    @property
+    def aggregations(self) -> Any:
+        return self.aggs
+
+    @property
+    def aggs(self) -> Any:
+        if not hasattr(self, "_aggs"):
+            aggs = AggResponse(
+                self._search.aggs, self._search, self._d_.get("aggregations", {})
+            )
+
+            # avoid assigning _aggs into self._d_
+            super(AttrDict, self).__setattr__("_aggs", aggs)
+        return self._aggs
+
+
+class AggResponse(AttrDict):
+    def __init__(self, aggs: Any, search: Any, data: Any) -> None:
+        super(AttrDict, self).__setattr__("_meta", {"search": search, "aggs": aggs})
+        super(AggResponse, self).__init__(data)
+
+    def __getitem__(self, attr_name: Any) -> Any:
+        if attr_name in self._meta["aggs"]:
+            # don't do self._meta['aggs'][attr_name] to avoid copying
+            agg = self._meta["aggs"].aggs[attr_name]
+            return agg.result(self._meta["search"], self._d_[attr_name])
+        return super(AggResponse, self).__getitem__(attr_name)
+
+    def __iter__(self) -> Any:
+        for name in self._meta["aggs"]:
+            yield self[name]
+
+
+class UpdateByQueryResponse(AttrDict):
+    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
+        super(AttrDict, self).__setattr__("_search", search)
+        super(AttrDict, self).__setattr__("_doc_class", doc_class)
+        super(UpdateByQueryResponse, self).__init__(response)
+
+    def success(self) -> bool:
+        return not self.timed_out and not self.failures
+
+
+__all__ = ["Response", "AggResponse", "UpdateByQueryResponse", "Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
new file mode 100644
index 000000000..f52208e63
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
@@ -0,0 +1,94 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, AttrList
+from . import AggResponse, Response
+
+
+class Bucket(AggResponse):
+    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
+        super(Bucket, self).__init__(aggs, search, data)
+
+
+class FieldBucket(Bucket):
+    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
+        if field:
+            data["key"] = field.deserialize(data["key"])
+        super(FieldBucket, self).__init__(aggs, search, data, field)
+
+
+class BucketData(AggResponse):
+    _bucket_class = Bucket
+
+    def _wrap_bucket(self, data: Any) -> Any:
+        return self._bucket_class(
+            self._meta["aggs"],
+            self._meta["search"],
+            data,
+            field=self._meta.get("field"),
+        )
+
+    def __iter__(self) -> Any:
+        return iter(self.buckets)
+
+    def __len__(self) -> int:
+        return len(self.buckets)
+
+    def __getitem__(self, key: Any) -> Any:
+        if isinstance(key, (int, slice)):
+            return self.buckets[key]
+        return super(BucketData, self).__getitem__(key)
+
+    @property
+    def buckets(self) -> Any:
+        if not hasattr(self, "_buckets"):
+            field = getattr(self._meta["aggs"], "field", None)
+            if field:
+                self._meta["field"] = self._meta["search"]._resolve_field(field)
+            bs = self._d_["buckets"]
+            if isinstance(bs, list):
+                bs = AttrList(bs, obj_wrapper=self._wrap_bucket)
+            else:
+                bs = AttrDict({k: self._wrap_bucket(bs[k]) for k in bs})
+            super(AttrDict, self).__setattr__("_buckets", bs)
+        return self._buckets
+
+
+class FieldBucketData(BucketData):
+    _bucket_class = FieldBucket
+
+
+class TopHitsData(Response):
+    def __init__(self, agg: Any, search: Any, data: Any) -> None:
+        super(AttrDict, self).__setattr__(
+            "meta", AttrDict({"agg": agg, "search": search})
+        )
+        super(TopHitsData, self).__init__(search, data)
+
+
+__all__ = ["AggResponse"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
new file mode 100644
index 000000000..319a886fd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
@@ -0,0 +1,65 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from ..utils import AttrDict, HitMeta
+
+
+class Hit(AttrDict):
+    def __init__(self, document: Any) -> None:
+        data = {}
+        if "_source" in document:
+            data = document["_source"]
+        if "fields" in document:
+            data.update(document["fields"])
+
+        super(Hit, self).__init__(data)
+        # assign meta as attribute and not as key in self._d_
+        super(AttrDict, self).__setattr__("meta", HitMeta(document))
+
+    def __getstate__(self) -> Any:
+        # add self.meta since it is not in self.__dict__
+        return super(Hit, self).__getstate__() + (self.meta,)
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("meta", state[-1])
+        super(Hit, self).__setstate__(state[:-1])
+
+    def __dir__(self) -> Any:
+        # be sure to expose meta in dir(self)
+        return super(Hit, self).__dir__() + ["meta"]
+
+    def __repr__(self) -> str:
+        return "<Hit({}): {}>".format(
+            "/".join(
+                getattr(self.meta, key) for key in ("index", "id") if key in self.meta
+            ),
+            super(Hit, self).__repr__(),
+        )
+
+
+__all__ = ["Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
new file mode 100644
index 000000000..5693e9160
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
@@ -0,0 +1,868 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import collections.abc as collections_abc
+import copy
+from typing import Any
+
+from six import iteritems, string_types
+
+from opensearchpy.connection.connections import get_connection
+from opensearchpy.exceptions import TransportError
+from opensearchpy.helpers import scan
+
+from ..exceptions import IllegalOperation
+from ..helpers.query import Bool, Q
+from .aggs import A, AggBase
+from .response import Hit, Response
+from .utils import AttrDict, DslBase, recursive_to_dict
+
+
+class QueryProxy(object):
+    """
+    Simple proxy around DSL objects (queries) that can be called
+    (to add query/post_filter) and also allows attribute access which is proxied to
+    the wrapped query.
+    """
+
+    def __init__(self, search: Any, attr_name: Any) -> None:
+        self._search = search
+        self._proxied: Any = None
+        self._attr_name = attr_name
+
+    def __nonzero__(self) -> bool:
+        return self._proxied is not None
+
+    __bool__ = __nonzero__
+
+    def __call__(self, *args: Any, **kwargs: Any) -> Any:
+        s = self._search._clone()
+
+        # we cannot use self._proxied since we just cloned self._search and
+        # need to access the new self on the clone
+        proxied = getattr(s, self._attr_name)
+        if proxied._proxied is None:
+            proxied._proxied = Q(*args, **kwargs)
+        else:
+            proxied._proxied &= Q(*args, **kwargs)
+
+        # always return search to be chainable
+        return s
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        return getattr(self._proxied, attr_name)
+
+    def __setattr__(self, attr_name: Any, value: Any) -> None:
+        if not attr_name.startswith("_"):
+            self._proxied = Q(self._proxied.to_dict())
+            setattr(self._proxied, attr_name, value)
+        super(QueryProxy, self).__setattr__(attr_name, value)
+
+    def __getstate__(self) -> Any:
+        return self._search, self._proxied, self._attr_name
+
+    def __setstate__(self, state: Any) -> None:
+        self._search, self._proxied, self._attr_name = state
+
+
+class ProxyDescriptor(object):
+    """
+    Simple descriptor to enable setting of queries and filters as:
+
+        s = Search()
+        s.query = Q(...)
+
+    """
+
+    def __init__(self, name: str) -> None:
+        self._attr_name = "_%s_proxy" % name
+
+    def __get__(self, instance: Any, owner: Any) -> Any:
+        return getattr(instance, self._attr_name)
+
+    def __set__(self, instance: Any, value: Any) -> None:
+        proxy = getattr(instance, self._attr_name)
+        proxy._proxied = Q(value)
+
+
+class AggsProxy(AggBase, DslBase):
+    name = "aggs"
+
+    def __init__(self, search: Any) -> None:
+        self._base = self
+        self._search = search
+        self._params = {"aggs": {}}
+
+    def to_dict(self) -> Any:
+        return super(AggsProxy, self).to_dict().get("aggs", {})
+
+
+class Request(object):
+    _doc_type: Any
+    _doc_type_map: Any
+
+    def __init__(
+        self,
+        using: str = "default",
+        index: Any = None,
+        doc_type: Any = None,
+        extra: Any = None,
+    ) -> None:
+        self._using = using
+
+        self._index = None
+        if isinstance(index, (tuple, list)):
+            self._index = list(index)
+        elif index:
+            self._index = [index]
+
+        self._doc_type = []
+        self._doc_type_map = {}
+        if isinstance(doc_type, (tuple, list)):
+            self._doc_type.extend(doc_type)
+        elif isinstance(doc_type, collections_abc.Mapping):
+            self._doc_type.extend(doc_type.keys())
+            self._doc_type_map.update(doc_type)
+        elif doc_type:
+            self._doc_type.append(doc_type)
+
+        self._params: Any = {}
+        self._extra: Any = extra or {}
+
+    def __eq__(self: Any, other: Any) -> bool:
+        return (
+            isinstance(other, Request)
+            and other._params == self._params
+            and other._index == self._index
+            and other._doc_type == self._doc_type
+            and other.to_dict() == self.to_dict()  # type: ignore
+        )
+
+    def __copy__(self) -> Any:
+        return self._clone()
+
+    def params(self, **kwargs: Any) -> Any:
+        """
+        Specify query params to be used when executing the search. All the
+        keyword arguments will override the current values.
+
+        Example::
+
+            s = Search()
+            s = s.params(routing='user-1', preference='local')
+        """
+        s = self._clone()
+        s._params.update(kwargs)
+        return s
+
+    def index(self, *index: Any) -> Any:
+        """
+        Set the index for the search. If called empty it will remove all information.
+
+        Example:
+
+            s = Search()
+            s = s.index('twitter-2015.01.01', 'twitter-2015.01.02')
+            s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02'])
+        """
+        # .index() resets
+        s = self._clone()
+        if not index:
+            s._index = None
+        else:
+            indexes = []
+            for i in index:
+                if isinstance(i, string_types):
+                    indexes.append(i)
+                elif isinstance(i, list):
+                    indexes += i
+                elif isinstance(i, tuple):
+                    indexes += list(i)
+
+            s._index = (self._index or []) + indexes
+
+        return s
+
+    def _resolve_field(self, path: Any) -> Any:
+        for dt in self._doc_type:
+            if not hasattr(dt, "_index"):
+                continue
+            field = dt._index.resolve_field(path)
+            if field is not None:
+                return field
+
+    def _resolve_nested(self, hit: Any, parent_class: Any = None) -> Any:
+        doc_class = Hit
+
+        nested_path: Any = []
+        nesting = hit["_nested"]
+        while nesting and "field" in nesting:
+            nested_path.append(nesting["field"])
+            nesting = nesting.get("_nested")
+        nested_path = ".".join(nested_path)
+
+        if hasattr(parent_class, "_index"):
+            nested_field = parent_class._index.resolve_field(nested_path)
+        else:
+            nested_field = self._resolve_field(nested_path)
+
+        if nested_field is not None:
+            return nested_field._doc_class
+
+        return doc_class
+
+    def _get_result(self, hit: Any, parent_class: Any = None) -> Any:
+        doc_class = Hit
+        dt = hit.get("_type")
+
+        if "_nested" in hit:
+            doc_class = self._resolve_nested(hit, parent_class)
+
+        elif dt in self._doc_type_map:
+            doc_class = self._doc_type_map[dt]
+
+        else:
+            for doc_type in self._doc_type:
+                if hasattr(doc_type, "_matches") and doc_type._matches(hit):
+                    doc_class = doc_type
+                    break
+
+        for t in hit.get("inner_hits", ()):
+            hit["inner_hits"][t] = Response(
+                self, hit["inner_hits"][t], doc_class=doc_class
+            )
+
+        callback = getattr(doc_class, "from_opensearch", doc_class)
+        return callback(hit)
+
+    def doc_type(self, *doc_type: Any, **kwargs: Any) -> Any:
+        """
+        Set the type to search through. You can supply a single value or
+        multiple. Values can be strings or subclasses of ``Document``.
+
+        You can also pass in any keyword arguments, mapping a doc_type to a
+        callback that should be used instead of the Hit class.
+
+        If no doc_type is supplied any information stored on the instance will
+        be erased.
+
+        Example:
+
+            s = Search().doc_type('product', 'store', User, custom=my_callback)
+        """
+        # .doc_type() resets
+        s = self._clone()
+        if not doc_type and not kwargs:
+            s._doc_type = []
+            s._doc_type_map = {}
+        else:
+            s._doc_type.extend(doc_type)
+            s._doc_type.extend(kwargs.keys())
+            s._doc_type_map.update(kwargs)
+        return s
+
+    def using(self, client: Any) -> Any:
+        """
+        Associate the search request with an opensearch client. A fresh copy
+        will be returned with current instance remaining unchanged.
+
+        :arg client: an instance of ``opensearchpy.OpenSearch`` to use or
+            an alias to look up in ``opensearchpy.connections``
+
+        """
+        s = self._clone()
+        s._using = client
+        return s
+
+    def extra(self, **kwargs: Any) -> Any:
+        """
+        Add extra keys to the request body. Mostly here for backwards
+        compatibility.
+        """
+        s = self._clone()
+        if "from_" in kwargs:
+            kwargs["from"] = kwargs.pop("from_")
+        s._extra.update(kwargs)
+        return s
+
+    def _clone(self) -> Any:
+        s = self.__class__(
+            using=self._using, index=self._index, doc_type=self._doc_type
+        )
+        s._doc_type_map = self._doc_type_map.copy()
+        s._extra = self._extra.copy()
+        s._params = self._params.copy()
+        return s
+
+
+class Search(Request):
+    query = ProxyDescriptor("query")
+    post_filter = ProxyDescriptor("post_filter")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Search request to opensearch.
+
+        :arg using: `OpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+        """
+        super(Search, self).__init__(**kwargs)
+
+        self.aggs = AggsProxy(self)
+        self._sort: Any = []
+        self._collapse: Any = {}
+        self._source: Any = None
+        self._highlight: Any = {}
+        self._highlight_opts: Any = {}
+        self._suggest: Any = {}
+        self._script_fields: Any = {}
+        self._response_class = Response
+
+        self._query_proxy = QueryProxy(self, "query")
+        self._post_filter_proxy = QueryProxy(self, "post_filter")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    def __iter__(self) -> Any:
+        """
+        Iterate over the hits.
+        """
+        return iter(self.execute())
+
+    def __getitem__(self, n: Any) -> Any:
+        """
+        Support slicing the `Search` instance for pagination.
+
+        Slicing equates to the from/size parameters. E.g.::
+
+            s = Search().query(...)[0:25]
+
+        is equivalent to::
+
+            s = Search().query(...).extra(from_=0, size=25)
+
+        """
+        s = self._clone()
+
+        if isinstance(n, slice):
+            # If negative slicing, abort.
+            if n.start and n.start < 0 or n.stop and n.stop < 0:
+                raise ValueError("Search does not support negative slicing.")
+            # OpenSearch won't get all results so we default to size: 10 if
+            # stop not given.
+            s._extra["from"] = n.start or 0
+            s._extra["size"] = max(
+                0, n.stop - (n.start or 0) if n.stop is not None else 10
+            )
+            return s
+        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
+            # If negative index, abort.
+            if n < 0:
+                raise ValueError("Search does not support negative indexing.")
+            s._extra["from"] = n
+            s._extra["size"] = 1
+            return s
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `Search` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            s = Search.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "aggs": {...}
+            })
+            s = s.filter('term', published=True)
+        """
+        s = cls()
+        s.update_from_dict(d)
+        return s
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        s = super(Search, self)._clone()
+
+        s._response_class = self._response_class
+        s._sort = self._sort[:]
+        s._source = copy.copy(self._source) if self._source is not None else None
+        s._highlight = self._highlight.copy()
+        s._highlight_opts = self._highlight_opts.copy()
+        s._suggest = self._suggest.copy()
+        s._script_fields = self._script_fields.copy()
+        for x in ("query", "post_filter"):
+            getattr(s, x)._proxied = getattr(self, x)._proxied
+
+        # copy top-level bucket definitions
+        if self.aggs._params.get("aggs"):
+            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
+        return s
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        s = self._clone()
+        s._response_class = cls
+        return s
+
+    def update_from_dict(self, d: Any) -> "Search":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "post_filter" in d:
+            self.post_filter._proxied = Q(d.pop("post_filter"))
+
+        aggs = d.pop("aggs", d.pop("aggregations", {}))
+        if aggs:
+            self.aggs._params = {
+                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
+            }
+        if "sort" in d:
+            self._sort = d.pop("sort")
+        if "_source" in d:
+            self._source = d.pop("_source")
+        if "highlight" in d:
+            high = d.pop("highlight").copy()
+            self._highlight = high.pop("fields")
+            self._highlight_opts = high
+        if "suggest" in d:
+            self._suggest = d.pop("suggest")
+            if "text" in self._suggest:
+                text = self._suggest.pop("text")
+                for s in self._suggest.values():
+                    s.setdefault("text", text)
+        if "script_fields" in d:
+            self._script_fields = d.pop("script_fields")
+        self._extra.update(d)
+        return self
+
+    def script_fields(self, **kwargs: Any) -> Any:
+        """
+        Define script fields to be calculated on hits.
+
+        Example::
+
+            s = Search()
+            s = s.script_fields(times_two="doc['field'].value * 2")
+            s = s.script_fields(
+                times_three={
+                    'script': {
+                        'lang': 'painless',
+                        'source': "doc['field'].value * params.n",
+                        'params': {'n': 3}
+                    }
+                }
+            )
+
+        """
+        s = self._clone()
+        for name in kwargs:
+            if isinstance(kwargs[name], string_types):
+                kwargs[name] = {"script": kwargs[name]}
+        s._script_fields.update(kwargs)
+        return s
+
+    def source(self, fields: Any = None, **kwargs: Any) -> Any:
+        """
+        Selectively control how the _source field is returned.
+
+        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
+
+        If ``fields`` is None, the entire document will be returned for
+        each hit.  If fields is a dictionary with keys of 'includes' and/or
+        'excludes' the fields will be either included or excluded appropriately.
+
+        Calling this multiple times with the same named parameter will override the
+        previous values with the new ones.
+
+        Example::
+
+            s = Search()
+            s = s.source(includes=['obj1.*'], excludes=["*.description"])
+
+            s = Search()
+            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
+
+        """
+        s = self._clone()
+
+        if fields and kwargs:
+            raise ValueError("You cannot specify fields and kwargs at the same time.")
+
+        if fields is not None:
+            s._source = fields
+            return s
+
+        if kwargs and not isinstance(s._source, dict):
+            s._source = {}
+
+        for key, value in kwargs.items():
+            if value is None:
+                try:
+                    del s._source[key]
+                except KeyError:
+                    pass
+            else:
+                s._source[key] = value
+
+        return s
+
+    def sort(self, *keys: Any) -> Any:
+        """
+        Add sorting information to the search request. If called without
+        arguments it will remove all sort requirements. Otherwise it will
+        replace them. Acceptable arguments are::
+
+            'some.field'
+            '-some.other.field'
+            {'different.field': {'any': 'dict'}}
+
+        so for example::
+
+            s = Search().sort(
+                'category',
+                '-title',
+                {"price" : {"order" : "asc", "mode" : "avg"}}
+            )
+
+        will sort by ``category``, ``title`` (in descending order) and
+        ``price`` in ascending order using the ``avg`` mode.
+
+        The API returns a copy of the Search object and can thus be chained.
+        """
+        s = self._clone()
+        s._sort = []
+        for k in keys:
+            if isinstance(k, string_types) and k.startswith("-"):
+                if k[1:] == "_score":
+                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
+                k = {k[1:]: {"order": "desc"}}
+            s._sort.append(k)
+        return s
+
+    def collapse(
+        self,
+        field: Any = None,
+        inner_hits: Any = None,
+        max_concurrent_group_searches: Any = None,
+    ) -> Any:
+        """
+        Add collapsing information to the search request.
+
+        If called without providing ``field``, it will remove all collapse
+        requirements, otherwise it will replace them with the provided
+        arguments.
+
+        The API returns a copy of the Search object and can thus be chained.
+        """
+        s = self._clone()
+        s._collapse = {}
+
+        if field is None:
+            return s
+
+        s._collapse["field"] = field
+        if inner_hits:
+            s._collapse["inner_hits"] = inner_hits
+        if max_concurrent_group_searches:
+            s._collapse["max_concurrent_group_searches"] = max_concurrent_group_searches
+        return s
+
+    def highlight_options(self, **kwargs: Any) -> Any:
+        """
+        Update the global highlighting options used for this request. For
+        example::
+
+            s = Search()
+            s = s.highlight_options(order='score')
+        """
+        s = self._clone()
+        s._highlight_opts.update(kwargs)
+        return s
+
+    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
+        """
+        Request highlighting of some fields. All keyword arguments passed in will be
+        used as parameters for all the fields in the ``fields`` parameter. Example::
+
+            Search().highlight('title', 'body', fragment_size=50)
+
+        will produce the equivalent of::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 50},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        If you want to have different options for different fields
+        you can call ``highlight`` twice::
+
+            Search().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
+
+        which will produce::
+
+            {
+                "highlight": {
+                    "fields": {
+                        "body": {"fragment_size": 100},
+                        "title": {"fragment_size": 50}
+                    }
+                }
+            }
+
+        """
+        s = self._clone()
+        for f in fields:
+            s._highlight[f] = kwargs
+        return s
+
+    def suggest(self, name: Any, text: Any, **kwargs: Any) -> Any:
+        """
+        Add a suggestions request to the search.
+
+        :arg name: name of the suggestion
+        :arg text: text to suggest on
+
+        All keyword arguments will be added to the suggestions body. For example::
+
+            s = Search()
+            s = s.suggest('suggestion-1', 'OpenSearch', term={'field': 'body'})
+        """
+        s = self._clone()
+        s._suggest[name] = {"text": text}
+        s._suggest[name].update(kwargs)
+        return s
+
+    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request's body.
+
+        :arg count: a flag to specify if we are interested in a body for count -
+            no aggregations, no pagination bounds etc.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        # count request doesn't care for sorting and other things
+        if not count:
+            if self.post_filter:
+                d["post_filter"] = self.post_filter.to_dict()
+
+            if self.aggs.aggs:
+                d.update(self.aggs.to_dict())
+
+            if self._sort:
+                d["sort"] = self._sort
+
+            if self._collapse:
+                d["collapse"] = self._collapse
+
+            d.update(recursive_to_dict(self._extra))
+
+            if self._source not in (None, {}):
+                d["_source"] = self._source
+
+            if self._highlight:
+                d["highlight"] = {"fields": self._highlight}
+                d["highlight"].update(self._highlight_opts)
+
+            if self._suggest:
+                d["suggest"] = self._suggest
+
+            if self._script_fields:
+                d["script_fields"] = self._script_fields
+
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    def count(self) -> Any:
+        """
+        Return the number of hits matching the query and filters. Note that
+        only the actual number is returned.
+        """
+        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
+            return self._response.hits.total.value
+
+        opensearch = get_connection(self._using)
+
+        d = self.to_dict(count=True)
+        # TODO: failed shards detection
+        return opensearch.count(index=self._index, body=d, **self._params)["count"]
+
+    def execute(self, ignore_cache: bool = False) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+
+        :arg ignore_cache: if set to ``True``, consecutive calls will hit
+            OpenSearch, while cached result will be ignored. Defaults to `False`
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = get_connection(self._using)
+
+            self._response = self._response_class(
+                self,
+                opensearch.search(
+                    index=self._index, body=self.to_dict(), **self._params
+                ),
+            )
+        return self._response
+
+    def scan(self) -> Any:
+        """
+        Turn the search into a scan search and return a generator that will
+        iterate over all the documents matching the query.
+
+        Use ``params`` method to specify any additional arguments you with to
+        pass to the underlying ``scan`` helper from ``opensearchpy``
+
+        """
+        opensearch = get_connection(self._using)
+
+        for hit in scan(
+            opensearch, query=self.to_dict(), index=self._index, **self._params
+        ):
+            yield self._get_result(hit)
+
+    def delete(self) -> Any:
+        """
+        delete() executes the query by delegating to delete_by_query()
+        """
+
+        opensearch = get_connection(self._using)
+
+        return AttrDict(
+            opensearch.delete_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+        )
+
+
+class MultiSearch(Request):
+    """
+    Combine multiple :class:`~opensearchpy.Search` objects into a single
+    request.
+    """
+
+    def __init__(self, **kwargs: Any) -> None:
+        super(MultiSearch, self).__init__(**kwargs)
+        self._searches: Any = []
+
+    def __getitem__(self, key: Any) -> Any:
+        return self._searches[key]
+
+    def __iter__(self) -> Any:
+        return iter(self._searches)
+
+    def _clone(self) -> Any:
+        ms = super(MultiSearch, self)._clone()
+        ms._searches = self._searches[:]
+        return ms
+
+    def add(self, search: Any) -> Any:
+        """
+        Adds a new :class:`~opensearchpy.Search` object to the request::
+
+            ms = MultiSearch(index='my-index')
+            ms = ms.add(Search(doc_type=Category).filter('term', category='python'))
+            ms = ms.add(Search(doc_type=Blog))
+        """
+        ms = self._clone()
+        ms._searches.append(search)
+        return ms
+
+    def to_dict(self) -> Any:
+        out = []
+        for s in self._searches:
+            meta = {}
+            if s._index:
+                meta["index"] = s._index
+            meta.update(s._params)
+
+            out.append(meta)
+            out.append(s.to_dict())
+
+        return out
+
+    def execute(self, ignore_cache: Any = False, raise_on_error: Any = True) -> Any:
+        """
+        Execute the multi search request and return a list of search results.
+        """
+        if ignore_cache or not hasattr(self, "_response"):
+            opensearch = get_connection(self._using)
+
+            responses = opensearch.msearch(
+                index=self._index, body=self.to_dict(), **self._params
+            )
+
+            out = []
+            for s, r in zip(self._searches, responses["responses"]):
+                if r.get("error", False):
+                    if raise_on_error:
+                        raise TransportError("N/A", r["error"]["type"], r["error"])
+                    r = None
+                else:
+                    r = Response(s, r)
+                out.append(r)
+
+            self._response = out
+
+        return self._response
+
+
+__all__ = ["Q"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
new file mode 100644
index 000000000..a497ed5b2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
@@ -0,0 +1,139 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Any, Callable, Dict
+from urllib.parse import parse_qs, urlencode, urlparse
+
+import requests
+
+
+class AWSV4Signer:
+    """
+    Generic AWS V4 Request Signer.
+    """
+
+    def __init__(self, credentials, region: str, service: str = "es") -> Any:  # type: ignore
+        if not credentials:
+            raise ValueError("Credentials cannot be empty")
+        self.credentials = credentials
+
+        if not region:
+            raise ValueError("Region cannot be empty")
+        self.region = region
+
+        if not service:
+            raise ValueError("Service name cannot be empty")
+        self.service = service
+
+    def sign(self, method: str, url: str, body: Any) -> Dict[str, str]:
+        """
+        This method signs the request and returns headers.
+        :param method: HTTP method
+        :param url: url
+        :param body: body
+        :return: headers
+        """
+
+        from botocore.auth import SigV4Auth
+        from botocore.awsrequest import AWSRequest
+
+        # create an AWS request object and sign it using SigV4Auth
+        aws_request = AWSRequest(method=method.upper(), url=url, data=body)
+
+        # credentials objects expose access_key, secret_key and token attributes
+        # via @property annotations that call _refresh() on every access,
+        # creating a race condition if the credentials expire before secret_key
+        # is called but after access_key- the end result is the access_key doesn't
+        # correspond to the secret_key used to sign the request. To avoid this,
+        # get_frozen_credentials() which returns non-refreshing credentials is
+        # called if it exists.
+        credentials = (
+            self.credentials.get_frozen_credentials()
+            if hasattr(self.credentials, "get_frozen_credentials")
+            and callable(self.credentials.get_frozen_credentials)
+            else self.credentials
+        )
+
+        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
+        sig_v4_auth.add_auth(aws_request)
+
+        # copy the headers from AWS request object into the prepared_request
+        headers = dict(aws_request.headers.items())
+        headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
+
+        return headers
+
+
+class RequestsAWSV4SignerAuth(requests.auth.AuthBase):
+    """
+    AWS V4 Request Signer for Requests.
+    """
+
+    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
+        self.signer = AWSV4Signer(credentials, region, service)
+        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
+
+    def __call__(self, request):  # type: ignore
+        return self._sign_request(request)  # type: ignore
+
+    def _sign_request(self, prepared_request):  # type: ignore
+        """
+        This method helps in signing the request by injecting the required headers.
+        :param prepared_request: unsigned request
+        :return: signed request
+        """
+
+        prepared_request.headers.update(
+            self.signer.sign(
+                prepared_request.method,
+                self._fetch_url(prepared_request),  # type: ignore
+                prepared_request.body,
+            )
+        )
+
+        return prepared_request
+
+    def _fetch_url(self, prepared_request):  # type: ignore
+        """
+        This is a util method that helps in reconstructing the request url.
+        :param prepared_request: unsigned request
+        :return: reconstructed url
+        """
+        url = urlparse(prepared_request.url)
+        path = url.path or "/"
+
+        # fetch the query string if present in the request
+        querystring = ""
+        if url.query:
+            querystring = "?" + urlencode(
+                parse_qs(url.query, keep_blank_values=True), doseq=True
+            )
+
+        # fetch the host information from headers
+        headers = dict(
+            (key.lower(), value) for key, value in prepared_request.headers.items()
+        )
+        location = headers.get("host") or url.netloc
+
+        # construct the url and return
+        return url.scheme + "://" + location + path + querystring
+
+
+# Deprecated: use RequestsAWSV4SignerAuth
+class AWSV4SignerAuth(RequestsAWSV4SignerAuth):
+    pass
+
+
+class Urllib3AWSV4SignerAuth(Callable):  # type: ignore
+    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
+        self.signer = AWSV4Signer(credentials, region, service)
+        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
+
+    def __call__(self, method: str, url: str, body: Any) -> Dict[str, str]:
+        return self.signer.sign(method, url, body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
new file mode 100644
index 000000000..6ad34b66d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
@@ -0,0 +1,114 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import os
+import time
+from typing import Any
+from unittest import SkipTest, TestCase
+
+import opensearchpy.client
+from opensearchpy import OpenSearch
+from opensearchpy.exceptions import ConnectionError
+
+OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
+
+
+def get_test_client(nowait: bool = False, **kwargs: Any) -> OpenSearch:
+    # construct kwargs from the environment
+    kw = {"timeout": 30}
+
+    if "PYTHON_CONNECTION_CLASS" in os.environ:
+        from opensearchpy import connection
+
+        kw["connection_class"] = getattr(
+            connection, os.environ["PYTHON_CONNECTION_CLASS"]
+        )
+
+    kw.update(kwargs)
+    client = OpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
+
+    # wait for yellow status
+    for _ in range(1 if nowait else 100):
+        try:
+            client.cluster.health(wait_for_status="yellow")
+            return client
+        except ConnectionError:
+            time.sleep(0.1)
+    else:
+        # timeout
+        raise SkipTest("OpenSearch failed to start.")
+
+
+class OpenSearchTestCase(TestCase):
+    client: Any
+
+    @staticmethod
+    def _get_client() -> OpenSearch:
+        return get_test_client()
+
+    @classmethod
+    def setup_class(cls) -> None:
+        cls.client = cls._get_client()
+
+    def teardown_method(self, _: Any) -> None:
+        # Hidden indices expanded in wildcards in OpenSearch 7.7
+        expand_wildcards = ["open", "closed"]
+        if self.opensearch_version() >= (1, 0):
+            expand_wildcards.append("hidden")
+
+        self.client.indices.delete(
+            index="*", ignore=404, expand_wildcards=expand_wildcards
+        )
+        self.client.indices.delete_template(name="*", ignore=404)
+
+    def opensearch_version(self) -> Any:
+        if not hasattr(self, "_opensearch_version"):
+            self._opensearch_version = opensearch_version(self.client)
+        return self._opensearch_version
+
+
+def _get_version(version_string: str) -> Any:
+    if "." not in version_string:
+        return ()
+    version = version_string.strip().split(".")
+    return tuple(int(v) if v.isdigit() else 999 for v in version)
+
+
+def opensearch_version(client: opensearchpy.client.OpenSearch) -> Any:
+    return _get_version(client.info()["version"]["number"])
+
+
+if "OPENSEARCH_VERSION" in os.environ:
+    OPENSEARCH_VERSION = _get_version(os.environ["OPENSEARCH_VERSION"])
+else:
+    client = OpenSearch(
+        OPENSEARCH_URL,
+        verify_certs=False,
+    )
+    OPENSEARCH_VERSION = opensearch_version(client)
+
+__all__ = ["OpenSearchTestCase"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
new file mode 100644
index 000000000..5eac0f519
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
@@ -0,0 +1,171 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from typing import Any
+
+from opensearchpy.connection.connections import get_connection
+
+from ..helpers.query import Bool, Q
+from ..helpers.search import ProxyDescriptor, QueryProxy, Request
+from .response import UpdateByQueryResponse
+from .utils import recursive_to_dict
+
+
+class UpdateByQuery(Request):
+    query = ProxyDescriptor("query")
+
+    def __init__(self, **kwargs: Any) -> None:
+        """
+        Update by query request to opensearch.
+
+        :arg using: `OpenSearch` instance to use
+        :arg index: limit the search to index
+        :arg doc_type: only query this type.
+
+        All the parameters supplied (or omitted) at creation type can be later
+        overridden by methods (`using`, `index` and `doc_type` respectively).
+
+        """
+        super(UpdateByQuery, self).__init__(**kwargs)
+        self._response_class = UpdateByQueryResponse
+        self._script: Any = {}
+        self._query_proxy = QueryProxy(self, "query")
+
+    def filter(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[Q(*args, **kwargs)]))
+
+    def exclude(self, *args: Any, **kwargs: Any) -> Any:
+        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
+
+    @classmethod
+    def from_dict(cls, d: Any) -> Any:
+        """
+        Construct a new `UpdateByQuery` instance from a raw dict containing the search
+        body. Useful when migrating from raw dictionaries.
+
+        Example::
+
+            ubq = UpdateByQuery.from_dict({
+                "query": {
+                    "bool": {
+                        "must": [...]
+                    }
+                },
+                "script": {...}
+            })
+            ubq = ubq.filter('term', published=True)
+        """
+        u = cls()
+        u.update_from_dict(d)
+        return u
+
+    def _clone(self) -> Any:
+        """
+        Return a clone of the current search request. Performs a shallow copy
+        of all the underlying objects. Used internally by most state modifying
+        APIs.
+        """
+        ubq = super(UpdateByQuery, self)._clone()
+
+        ubq._response_class = self._response_class
+        ubq._script = self._script.copy()
+        ubq.query._proxied = self.query._proxied
+        return ubq
+
+    def response_class(self, cls: Any) -> Any:
+        """
+        Override the default wrapper used for the response.
+        """
+        ubq = self._clone()
+        ubq._response_class = cls
+        return ubq
+
+    def update_from_dict(self, d: Any) -> "UpdateByQuery":
+        """
+        Apply options from a serialized body to the current instance. Modifies
+        the object in-place. Used mostly by ``from_dict``.
+        """
+        d = d.copy()
+        if "query" in d:
+            self.query._proxied = Q(d.pop("query"))
+        if "script" in d:
+            self._script = d.pop("script")
+        self._extra.update(d)
+        return self
+
+    def script(self, **kwargs: Any) -> Any:
+        """
+        Define update action to take:
+
+        Note: the API only accepts a single script, so
+        calling the script multiple times will overwrite.
+
+        Example::
+
+            ubq = Search()
+            ubq = ubq.script(source="ctx._source.likes++"")
+            ubq = ubq.script(source="ctx._source.likes += params.f"",
+                         lang="expression",
+                         params={'f': 3})
+        """
+        ubq = self._clone()
+        if ubq._script:
+            ubq._script = {}
+        ubq._script.update(kwargs)
+        return ubq
+
+    def to_dict(self, **kwargs: Any) -> Any:
+        """
+        Serialize the search into the dictionary that will be sent over as the
+        request'ubq body.
+
+        All additional keyword arguments will be included into the dictionary.
+        """
+        d = {}
+        if self.query:
+            d["query"] = self.query.to_dict()
+
+        if self._script:
+            d["script"] = self._script
+
+        d.update(recursive_to_dict(self._extra))
+        d.update(recursive_to_dict(kwargs))
+        return d
+
+    def execute(self) -> Any:
+        """
+        Execute the search and return an instance of ``Response`` wrapping all
+        the data.
+        """
+        opensearch = get_connection(self._using)
+
+        self._response = self._response_class(
+            self,
+            opensearch.update_by_query(
+                index=self._index, body=self.to_dict(), **self._params
+            ),
+        )
+        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
new file mode 100644
index 000000000..cad415b94
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
@@ -0,0 +1,613 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+from __future__ import unicode_literals
+
+import collections.abc as collections_abc
+from copy import copy
+from typing import Any, Callable, Dict, Optional, Tuple
+
+from six import add_metaclass, iteritems
+from six.moves import map
+
+from opensearchpy.exceptions import UnknownDslObject, ValidationException
+
+SKIP_VALUES: Tuple[str, None] = ("", None)
+EXPAND__TO_DOT = True
+
+DOC_META_FIELDS = frozenset(
+    (
+        "id",
+        "routing",
+    )
+)
+
+META_FIELDS = frozenset(
+    (
+        # OpenSearch metadata fields, except 'type'
+        "index",
+        "using",
+        "score",
+        "version",
+        "seq_no",
+        "primary_term",
+    )
+).union(DOC_META_FIELDS)
+
+
+def _wrap(val: Any, obj_wrapper: Optional[Callable[..., Any]] = None) -> Any:
+    if isinstance(val, collections_abc.Mapping):
+        return AttrDict(val) if obj_wrapper is None else obj_wrapper(val)
+    if isinstance(val, list):
+        return AttrList(val)
+    return val
+
+
+class AttrList(object):
+    def __init__(
+        self, p: Any, obj_wrapper: Optional[Callable[..., Any]] = None
+    ) -> None:
+        # make iterables into lists
+        if not isinstance(p, list):
+            p = list(p)
+        self._l_ = p
+        self._obj_wrapper = obj_wrapper
+
+    def __repr__(self) -> str:
+        return repr(self._l_)
+
+    def __eq__(self, other: Any) -> bool:
+        if isinstance(other, AttrList):
+            return bool(other._l_ == self._l_)
+        # make sure we still equal to a dict with the same data
+        return bool(other == self._l_)
+
+    def __ne__(self, other: Any) -> bool:
+        return bool(not self == other)
+
+    def __getitem__(self, k: Any) -> Any:
+        p = self._l_[k]
+        if isinstance(k, slice):
+            return AttrList(p, obj_wrapper=self._obj_wrapper)
+        return _wrap(p, self._obj_wrapper)
+
+    def __setitem__(self, k: Any, value: Any) -> None:
+        self._l_[k] = value
+
+    def __iter__(self) -> Any:
+        return map(lambda i: _wrap(i, self._obj_wrapper), self._l_)
+
+    def __len__(self) -> int:
+        return len(self._l_)
+
+    def __nonzero__(self) -> bool:
+        return bool(self._l_)
+
+    __bool__ = __nonzero__
+
+    def __getattr__(self, name: Any) -> Any:
+        return getattr(self._l_, name)
+
+    def __getstate__(self) -> Any:
+        return self._l_, self._obj_wrapper
+
+    def __setstate__(self, state: Any) -> None:
+        self._l_, self._obj_wrapper = state
+
+
+class AttrDict(object):
+    """
+    Helper class to provide attribute like access (read and write) to
+    dictionaries. Used to provide a convenient way to access both results and
+    nested dsl dicts.
+    """
+
+    def __init__(self, d: Any) -> None:
+        # assign the inner dict manually to prevent __setattr__ from firing
+        super(AttrDict, self).__setattr__("_d_", d)
+
+    def __contains__(self, key: Any) -> bool:
+        return key in self._d_
+
+    def __nonzero__(self) -> bool:
+        return bool(self._d_)
+
+    __bool__ = __nonzero__
+
+    def __dir__(self) -> Any:
+        # introspection for auto-complete in IPython etc
+        return list(self._d_.keys())
+
+    def __eq__(self, other: Any) -> bool:
+        if isinstance(other, AttrDict):
+            return bool(other._d_ == self._d_)
+        # make sure we still equal to a dict with the same data
+        return bool(other == self._d_)
+
+    def __ne__(self, other: Any) -> bool:
+        return bool(not self == other)
+
+    def __repr__(self) -> str:
+        r = repr(self._d_)
+        if len(r) > 60:
+            r = r[:60] + "...}"
+        return r
+
+    def __getstate__(self) -> Any:
+        return (self._d_,)
+
+    def __setstate__(self, state: Any) -> None:
+        super(AttrDict, self).__setattr__("_d_", state[0])
+
+    def __getattr__(self, attr_name: Any) -> Any:
+        try:
+            return self.__getitem__(attr_name)
+        except KeyError:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, attr_name
+                )
+            )
+
+    def get(self, key: Any, default: Any = None) -> Any:
+        try:
+            return self.__getattr__(key)  # pylint: disable=unnecessary-dunder-call
+        except AttributeError:
+            if default is not None:
+                return default
+            raise
+
+    def __delattr__(self, attr_name: Any) -> None:
+        try:
+            del self._d_[attr_name]
+        except KeyError:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, attr_name
+                )
+            )
+
+    def __getitem__(self, key: Any) -> Any:
+        return _wrap(self._d_[key])
+
+    def __setitem__(self, key: Any, value: Any) -> None:
+        self._d_[key] = value
+
+    def __delitem__(self, key: Any) -> None:
+        del self._d_[key]
+
+    def __setattr__(self, name: Any, value: Any) -> None:
+        if name in self._d_ or not hasattr(self.__class__, name):
+            self._d_[name] = value
+        else:
+            # there is an attribute on the class (could be property, ..) - don't add it as field
+            super(AttrDict, self).__setattr__(name, value)
+
+    def __iter__(self) -> Any:
+        return iter(self._d_)
+
+    def to_dict(self) -> Any:
+        return self._d_
+
+
+class DslMeta(type):
+    """
+    Base Metaclass for DslBase subclasses that builds a registry of all classes
+    for given DslBase subclass (== all the query types for the Query subclass
+    of DslBase).
+
+    It then uses the information from that registry (as well as `name` and
+    `shortcut` attributes from the base class) to construct any subclass based
+    on its name.
+
+    For typical use see `QueryMeta` and `Query` in `opensearchpy.query`.
+    """
+
+    _types: Dict[str, Any] = {}
+
+    def __init__(cls: Any, name: str, bases: Any, attrs: Any) -> None:
+        # TODO: why is it calling itself?!
+        super(DslMeta, cls).__init__(name, bases, attrs)
+        # skip for DslBase
+        if not hasattr(cls, "_type_shortcut"):
+            return
+        if cls.name is None:
+            # abstract base class, register its shortcut
+            cls._types[cls._type_name] = cls._type_shortcut
+            # and create a registry for subclasses
+            if not hasattr(cls, "_classes"):
+                cls._classes = {}
+        elif cls.name not in cls._classes:
+            # normal class, register it
+            cls._classes[cls.name] = cls
+
+    @classmethod
+    def get_dsl_type(cls, name: Any) -> Any:
+        try:
+            return cls._types[name]
+        except KeyError:
+            raise UnknownDslObject("DSL type %s does not exist." % name)
+
+
+@add_metaclass(DslMeta)
+class DslBase(object):
+    """
+    Base class for all DSL objects - queries, filters, aggregations etc. Wraps
+    a dictionary representing the object's json.
+
+    Provides several feature:
+        - attribute access to the wrapped dictionary (.field instead of ['field'])
+        - _clone method returning a copy of self
+        - to_dict method to serialize into dict (to be sent via opensearch-py)
+        - basic logical operators (&, | and ~) using a Bool(Filter|Query) TODO:
+          move into a class specific for Query/Filter
+        - respects the definition of the class and (de)serializes its
+          attributes based on the `_param_defs` definition (for example turning
+          all values in the `must` attribute into Query objects)
+    """
+
+    _param_defs: Dict[str, Any] = {}
+    _params: Dict[str, Any]
+
+    @classmethod
+    def get_dsl_class(cls: Any, name: Any, default: Optional[bool] = None) -> Any:
+        try:
+            return cls._classes[name]
+        except KeyError:
+            if default is not None:
+                return cls._classes[default]
+            raise UnknownDslObject(
+                "DSL class `{}` does not exist in {}.".format(name, cls._type_name)
+            )
+
+    def __init__(self, _expand__to_dot: Any = EXPAND__TO_DOT, **params: Any) -> None:
+        self._params = {}
+        for pname, pvalue in iteritems(params):
+            if "__" in pname and _expand__to_dot:
+                pname = pname.replace("__", ".")
+            self._setattr(pname, pvalue)
+
+    def _repr_params(self) -> str:
+        """Produce a repr of all our parameters to be used in __repr__."""
+        return ", ".join(
+            "{}={!r}".format(n.replace(".", "__"), v)
+            for (n, v) in sorted(iteritems(self._params))
+            # make sure we don't include empty typed params
+            if "type" not in self._param_defs.get(n, {}) or v
+        )
+
+    def __repr__(self) -> str:
+        return "{}({})".format(self.__class__.__name__, self._repr_params())
+
+    def __eq__(self, other: Any) -> bool:
+        return isinstance(other, self.__class__) and other.to_dict() == self.to_dict()
+
+    def __ne__(self, other: Any) -> bool:
+        return not self == other
+
+    def __setattr__(self, name: str, value: Any) -> None:
+        if name.startswith("_"):
+            return super(DslBase, self).__setattr__(name, value)
+        return self._setattr(name, value)
+
+    def _setattr(self, name: Any, value: Any) -> None:
+        # if this attribute has special type assigned to it...
+        if name in self._param_defs:
+            pinfo = self._param_defs[name]
+
+            if "type" in pinfo:
+                # get the shortcut used to construct this type (query.Q, aggs.A, etc)
+                shortcut = self.__class__.get_dsl_type(pinfo["type"])
+
+                # list of dict(name -> DslBase)
+                if pinfo.get("multi") and pinfo.get("hash"):
+                    if not isinstance(value, (tuple, list)):
+                        value = (value,)
+                    value = list(
+                        {k: shortcut(v) for (k, v) in iteritems(obj)} for obj in value
+                    )
+                elif pinfo.get("multi"):
+                    if not isinstance(value, (tuple, list)):
+                        value = (value,)
+                    value = list(map(shortcut, value))
+
+                # dict(name -> DslBase), make sure we pickup all the objs
+                elif pinfo.get("hash"):
+                    value = {k: shortcut(v) for (k, v) in iteritems(value)}
+
+                # single value object, just convert
+                else:
+                    value = shortcut(value)
+        self._params[name] = value
+
+    def __getattr__(self, name: str) -> Any:
+        if name.startswith("_"):
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, name
+                )
+            )
+
+        value = None
+        try:
+            value = self._params[name]
+        except KeyError:
+            # compound types should never throw AttributeError and return empty
+            # container instead
+            if name in self._param_defs:
+                pinfo = self._param_defs[name]
+                if pinfo.get("multi"):
+                    value = self._params.setdefault(name, [])
+                elif pinfo.get("hash"):
+                    value = self._params.setdefault(name, {})
+        if value is None:
+            raise AttributeError(
+                "{!r} object has no attribute {!r}".format(
+                    self.__class__.__name__, name
+                )
+            )
+
+        # wrap nested dicts in AttrDict for convenient access
+        if isinstance(value, collections_abc.Mapping):
+            return AttrDict(value)
+        return value
+
+    def to_dict(self) -> Any:
+        """
+        Serialize the DSL object to plain dict
+        """
+        d = {}
+        for pname, value in iteritems(self._params):
+            pinfo = self._param_defs.get(pname)
+
+            # typed param
+            if pinfo and "type" in pinfo:
+                # don't serialize empty lists and dicts for typed fields
+                if value in ({}, []):
+                    continue
+
+                # list of dict(name -> DslBase)
+                if pinfo.get("multi") and pinfo.get("hash"):
+                    value = list(
+                        {k: v.to_dict() for k, v in iteritems(obj)} for obj in value
+                    )
+
+                # multi-values are serialized as list of dicts
+                elif pinfo.get("multi"):
+                    value = list(map(lambda x: x.to_dict(), value))
+
+                # squash all the hash values into one dict
+                elif pinfo.get("hash"):
+                    value = {k: v.to_dict() for k, v in iteritems(value)}
+
+                # serialize single values
+                else:
+                    value = value.to_dict()
+
+            # serialize anything with to_dict method
+            elif hasattr(value, "to_dict"):
+                value = value.to_dict()
+
+            d[pname] = value
+        return {self.name: d}
+
+    def _clone(self) -> Any:
+        c = self.__class__()
+        for attr in self._params:
+            c._params[attr] = copy(self._params[attr])
+        return c
+
+
+class HitMeta(AttrDict):
+    def __init__(
+        self, document: Dict[str, Any], exclude: Any = ("_source", "_fields")
+    ) -> None:
+        d = {
+            k[1:] if k.startswith("_") else k: v
+            for (k, v) in iteritems(document)
+            if k not in exclude
+        }
+        if "type" in d:
+            # make sure we are consistent everywhere in python
+            d["doc_type"] = d.pop("type")
+        super(HitMeta, self).__init__(d)
+
+
+class ObjectBase(AttrDict):
+    _doc_type: Any
+
+    def __init__(self, meta: Any = None, **kwargs: Any) -> None:
+        meta = meta or {}
+        for k in list(kwargs):
+            if k.startswith("_") and k[1:] in META_FIELDS:
+                meta[k] = kwargs.pop(k)
+
+        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
+
+        super(ObjectBase, self).__init__(kwargs)
+
+    @classmethod
+    def __list_fields(cls: Any) -> Any:
+        """
+        Get all the fields defined for our class, if we have an Index, try
+        looking at the index mappings as well, mark the fields from Index as
+        optional.
+        """
+        for name in cls._doc_type.mapping:
+            field = cls._doc_type.mapping[name]
+            yield name, field, False
+
+        if hasattr(cls.__class__, "_index"):
+            if not cls._index._mapping:
+                return
+            for name in cls._index._mapping:
+                # don't return fields that are in _doc_type
+                if name in cls._doc_type.mapping:
+                    continue
+                field = cls._index._mapping[name]
+                yield name, field, True
+
+    @classmethod
+    def __get_field(cls: Any, name: Any) -> Any:
+        try:
+            return cls._doc_type.mapping[name]
+        except KeyError:
+            # fallback to fields on the Index
+            if hasattr(cls, "_index") and cls._index._mapping:
+                try:
+                    return cls._index._mapping[name]
+                except KeyError:
+                    pass
+
+    @classmethod
+    def from_opensearch(cls: Any, hit: Any) -> Any:
+        meta = hit.copy()
+        data = meta.pop("_source", {})
+        doc = cls(meta=meta)
+        doc._from_dict(data)
+        return doc
+
+    def _from_dict(self, data: Any) -> None:
+        for k, v in iteritems(data):
+            f = self.__get_field(k)
+            if f and f._coerce:
+                v = f.deserialize(v)
+            setattr(self, k, v)
+
+    def __getstate__(self) -> Any:
+        return self.to_dict(), self.meta._d_
+
+    def __setstate__(self, state: Any) -> None:
+        data, meta = state
+        super(AttrDict, self).__setattr__("_d_", {})
+        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
+        self._from_dict(data)
+
+    def __getattr__(self, name: Any) -> Any:
+        try:
+            return super(ObjectBase, self).__getattr__(name)
+        except AttributeError:
+            f = self.__get_field(name)
+            if hasattr(f, "empty"):
+                value = f.empty()
+                if value not in SKIP_VALUES:
+                    setattr(self, name, value)
+                    value = getattr(self, name)
+                return value
+            raise
+
+    def to_dict(self, skip_empty: Optional[bool] = True) -> Any:
+        out = {}
+        for k, v in iteritems(self._d_):
+            # if this is a mapped field,
+            f = self.__get_field(k)
+            if f and f._coerce:
+                v = f.serialize(v)
+
+            # if someone assigned AttrList, unwrap it
+            if isinstance(v, AttrList):
+                v = v._l_
+
+            if skip_empty:
+                # don't serialize empty values
+                # careful not to include numeric zeros
+                if v in ([], {}, None):
+                    continue
+
+            out[k] = v
+        return out
+
+    def clean_fields(self) -> None:
+        errors: Dict[str, Any] = {}
+        for name, field, optional in self.__list_fields():
+            data = self._d_.get(name, None)
+            if data is None and optional:
+                continue
+            try:
+                # save the cleaned value
+                data = field.clean(data)
+            except ValidationException as e:
+                errors.setdefault(name, []).append(e)
+
+            if name in self._d_ or data not in ([], {}, None):
+                self._d_[name] = data
+
+        if errors:
+            raise ValidationException(errors)
+
+    def clean(self) -> None:
+        pass
+
+    def full_clean(self) -> None:
+        self.clean_fields()
+        self.clean()
+
+
+def merge(data: Any, new_data: Any, raise_on_conflict: bool = False) -> None:
+    if not (
+        isinstance(data, (AttrDict, collections_abc.Mapping))
+        and isinstance(new_data, (AttrDict, collections_abc.Mapping))
+    ):
+        raise ValueError(
+            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
+                data, new_data
+            )
+        )
+
+    if not isinstance(new_data, Dict):
+        raise ValueError(
+            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
+                data, new_data
+            )
+        )
+
+    for key, value in iteritems(new_data):
+        if (
+            key in data
+            and isinstance(data[key], (AttrDict, collections_abc.Mapping))
+            and isinstance(value, (AttrDict, collections_abc.Mapping))
+        ):
+            merge(data[key], value, raise_on_conflict)
+        elif key in data and data[key] != value and raise_on_conflict:
+            raise ValueError("Incompatible data for key %r, cannot be merged." % key)
+        else:
+            data[key] = value  # type: ignore
+
+
+def recursive_to_dict(data: Any) -> Any:
+    """Recursively transform objects that potentially have .to_dict()
+    into dictionary literals by traversing AttrList, AttrDict, list,
+    tuple, and Mapping types.
+    """
+    if isinstance(data, AttrList):
+        data = list(data._l_)
+    elif hasattr(data, "to_dict"):
+        data = data.to_dict()
+    if isinstance(data, (list, tuple)):
+        return type(data)(recursive_to_dict(inner) for inner in data)
+    elif isinstance(data, collections_abc.Mapping):
+        return {key: recursive_to_dict(val) for key, val in data.items()}
+    return data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
new file mode 100644
index 000000000..e8af30e92
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
@@ -0,0 +1,91 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+import operator
+from typing import Any
+
+from six import iteritems, string_types
+
+from .utils import AttrDict
+
+
+class Range(AttrDict):
+    OPS = {
+        "lt": operator.lt,
+        "lte": operator.le,
+        "gt": operator.gt,
+        "gte": operator.ge,
+    }
+
+    def __init__(self, *args: Any, **kwargs: Any) -> None:
+        if args and (len(args) > 1 or kwargs or not isinstance(args[0], dict)):
+            raise ValueError(
+                "Range accepts a single dictionary or a set of keyword arguments."
+            )
+        data = args[0] if args else kwargs
+
+        for k in data:
+            if k not in self.OPS:
+                raise ValueError("Range received an unknown operator %r" % k)
+
+        if "gt" in data and "gte" in data:
+            raise ValueError("You cannot specify both gt and gte for Range.")
+
+        if "lt" in data and "lte" in data:
+            raise ValueError("You cannot specify both lt and lte for Range.")
+
+        super(Range, self).__init__(args[0] if args else kwargs)
+
+    def __repr__(self) -> str:
+        return "Range(%s)" % ", ".join("%s=%r" % op for op in iteritems(self._d_))
+
+    def __contains__(self, item: Any) -> bool:
+        if isinstance(item, string_types):
+            return super(Range, self).__contains__(item)
+
+        for op in self.OPS:
+            if op in self._d_ and not self.OPS[op](item, self._d_[op]):
+                return False
+        return True
+
+    @property
+    def upper(self) -> Any:
+        if "lt" in self._d_:
+            return self._d_["lt"], False
+        if "lte" in self._d_:
+            return self._d_["lte"], True
+        return None, False
+
+    @property
+    def lower(self) -> Any:
+        if "gt" in self._d_:
+            return self._d_["gt"], False
+        if "gte" in self._d_:
+            return self._d_["gte"], True
+        return None, False
+
+
+__all__ = ["Range"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
new file mode 100644
index 000000000..2d0e0d11c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
@@ -0,0 +1,18 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from .metrics import Metrics
+from .metrics_events import MetricsEvents
+from .metrics_none import MetricsNone
+
+__all__ = [
+    "Metrics",
+    "MetricsEvents",
+    "MetricsNone",
+]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
new file mode 100644
index 000000000..8764976c4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
@@ -0,0 +1,42 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from abc import ABC, abstractmethod
+from typing import Optional
+
+
+class Metrics(ABC):
+    """
+    The Metrics class defines methods and properties for managing
+    request metrics, including start time, end time, and service time,
+    serving as a blueprint for concrete implementations.
+    """
+
+    @abstractmethod
+    def request_start(self) -> None:
+        pass
+
+    @abstractmethod
+    def request_end(self) -> None:
+        pass
+
+    @property
+    @abstractmethod
+    def start_time(self) -> Optional[float]:
+        pass
+
+    @property
+    @abstractmethod
+    def end_time(self) -> Optional[float]:
+        pass
+
+    @property
+    @abstractmethod
+    def service_time(self) -> Optional[float]:
+        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
new file mode 100644
index 000000000..994d5b10e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
@@ -0,0 +1,61 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+import time
+from typing import Optional
+
+from events import Events
+
+from opensearchpy.metrics.metrics import Metrics
+
+
+class MetricsEvents(Metrics):
+    """
+    The MetricsEvents class implements the Metrics abstract base class
+    and tracks metrics such as start time, end time, and service time
+    during request processing.
+    """
+
+    @property
+    def start_time(self) -> Optional[float]:
+        return self._start_time
+
+    @property
+    def end_time(self) -> Optional[float]:
+        return self._end_time
+
+    @property
+    def service_time(self) -> Optional[float]:
+        return self._service_time
+
+    def __init__(self) -> None:
+        self.events = Events()
+        self._start_time: Optional[float] = None
+        self._end_time: Optional[float] = None
+        self._service_time: Optional[float] = None
+
+        # Subscribe to the request_start and request_end events
+        self.events.request_start += self._on_request_start
+        self.events.request_end += self._on_request_end
+
+    def request_start(self) -> None:
+        self.events.request_start()
+
+    def _on_request_start(self) -> None:
+        self._start_time = time.perf_counter()
+        self._end_time = None
+        self._service_time = None
+
+    def request_end(self) -> None:
+        self.events.request_end()
+
+    def _on_request_end(self) -> None:
+        self._end_time = time.perf_counter()
+        if self._start_time is not None:
+            self._service_time = self._end_time - self._start_time
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
new file mode 100644
index 000000000..bbc7b335b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
@@ -0,0 +1,47 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+from typing import Optional
+
+from opensearchpy.metrics.metrics import Metrics
+
+
+class MetricsNone(Metrics):
+    """
+    Default metrics class. It sets the start time, end time, and service time to None.
+    """
+
+    @property
+    def start_time(self) -> Optional[float]:
+        return self._start_time
+
+    @property
+    def end_time(self) -> Optional[float]:
+        return self._end_time
+
+    @property
+    def service_time(self) -> Optional[float]:
+        return self._service_time
+
+    def __init__(self) -> None:
+        self._start_time: Optional[float] = None
+        self._end_time: Optional[float] = None
+        self._service_time: Optional[float] = None
+
+    # request_start and request_end are placeholders,
+    # not implementing actual metrics collection in this subclass.
+
+    def request_start(self) -> None:
+        self._start_time = None
+        self._end_time = None
+        self._service_time = None
+
+    def request_end(self) -> None:
+        self._end_time = None
+        self._service_time = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
new file mode 100644
index 000000000..6c0097cd1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
@@ -0,0 +1,8 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
new file mode 100644
index 000000000..c812025a7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
@@ -0,0 +1,227 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import NamespacedClient, _make_path, query_params
+
+
+class AlertingClient(NamespacedClient):
+    @query_params()
+    def search_monitor(self, body: Any, params: Any = None, headers: Any = None) -> Any:
+        """
+        Returns the search result for a monitor.
+
+        :arg monitor_id: The configuration for the monitor we are trying to search
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "_search"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def get_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Returns the details of a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to fetch
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("dryrun")
+    def run_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Runs/Executes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to execute
+        :arg dryrun: Shows the results of a run without actions sending any message
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def create_monitor(
+        self, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates a monitor with inputs, triggers, and actions.
+
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "monitors"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def update_monitor(
+        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates a monitor's inputs, triggers, and actions.
+
+        :arg monitor_id: The id of the monitor we are trying to update
+        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
+        """
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def delete_monitor(
+        self, monitor_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes a specific monitor.
+
+        :arg monitor_id: The id of the monitor we are trying to delete
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "monitors", monitor_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def get_destination(
+        self, destination_id: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Returns the details of a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
+        """
+        return self.transport.perform_request(
+            "GET",
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def create_destination(
+        self, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates a destination for slack, mail, or custom-webhook.
+
+        :arg body: The configuration for the destination
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_alerting", "destinations"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def update_destination(
+        self,
+        destination_id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Updates a destination's inputs, triggers, and actions.
+
+        :arg destination_id: The id of the destination we are trying to update
+        :arg body: The configuration for the destination
+        """
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def delete_destination(
+        self, destination_id: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes a specific destination.
+
+        :arg destination_id: The id of the destination we are trying to delete
+        """
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_alerting", "destinations", destination_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def get_alerts(self, params: Any = None, headers: Any = None) -> Any:
+        """
+        Returns all alerts.
+
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_alerting", "monitors", "alerts"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def acknowledge_alert(
+        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Acknowledges an alert.
+
+        :arg monitor_id: The id of the monitor, the alert belongs to
+        :arg body: The alerts to be acknowledged
+        """
+        return self.transport.perform_request(
+            "POST",
+            _make_path(
+                "_plugins",
+                "_alerting",
+                "monitors",
+                monitor_id,
+                "_acknowledge",
+                "alerts",
+            ),
+            params=params,
+            headers=headers,
+            body=body,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
new file mode 100644
index 000000000..2d3551abb
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
@@ -0,0 +1,167 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class IndexManagementClient(NamespacedClient):
+    @query_params()
+    def put_policy(
+        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Creates, or updates, a policy.
+
+        :arg policy: The name of the policy
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def add_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Adds a policy to an index. This operation does not change the policy if the index already has one.
+
+        :arg index: The name of the index to add policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "add", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def get_policy(
+        self, policy: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
+
+        :arg policy: The name of the policy
+        """
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def remove_policy_from_index(
+        self, index: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Removes any ISM policy from the index.
+
+        :arg index: The name of the index to remove policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "remove", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def change_policy(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Updates the managed index policy to a new policy (or to a new version of the policy).
+
+        :arg index: The name of the index to change policy on
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "change_policy", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params()
+    def retry(
+        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Retries the failed action for an index.
+
+        :arg index: The name of the index whose is in a failed state
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_ism", "retry", index),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("show_policy")
+    def explain_index(self, index: Any, params: Any = None, headers: Any = None) -> Any:
+        """
+        Gets the current state of the index.
+
+        :arg index: The name of the index to explain
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_ism", "explain", index),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params()
+    def delete_policy(
+        self, policy: Any, params: Any = None, headers: Any = None
+    ) -> Any:
+        """
+        Deletes the policy by `policy_id`.
+
+        :arg policy: The name of the policy to delete
+        """
+        if policy in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'policy'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_ism", "policies", policy),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
new file mode 100644
index 000000000..992180cd5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
@@ -0,0 +1,373 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class KnnClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to delete a particular model in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_model(
+        self,
+        model_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Used to retrieve information about models present in the cluster.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if model_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'model_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "models", model_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "_source",
+        "_source_excludes",
+        "_source_includes",
+        "allow_no_indices",
+        "allow_partial_search_results",
+        "analyze_wildcard",
+        "analyzer",
+        "batched_reduce_size",
+        "ccs_minimize_roundtrips",
+        "default_operator",
+        "df",
+        "docvalue_fields",
+        "error_trace",
+        "expand_wildcards",
+        "explain",
+        "filter_path",
+        "from_",
+        "human",
+        "ignore_throttled",
+        "ignore_unavailable",
+        "lenient",
+        "max_concurrent_shard_requests",
+        "pre_filter_shard_size",
+        "preference",
+        "pretty",
+        "q",
+        "request_cache",
+        "rest_total_hits_as_int",
+        "routing",
+        "scroll",
+        "search_type",
+        "seq_no_primary_term",
+        "size",
+        "sort",
+        "source",
+        "stats",
+        "stored_fields",
+        "suggest_field",
+        "suggest_mode",
+        "suggest_size",
+        "suggest_text",
+        "terminate_after",
+        "timeout",
+        "track_scores",
+        "track_total_hits",
+        "typed_keys",
+        "version",
+    )
+    def search_models(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Use an OpenSearch query to search for models in the index.
+
+
+        :arg _source: True or false to return the _source field or not,
+            or a list of fields to return.
+        :arg _source_excludes: List of fields to exclude from the
+            returned _source field.
+        :arg _source_includes: List of fields to extract and return from
+            the _source field.
+        :arg allow_no_indices: Whether to ignore if a wildcard indices
+            expression resolves into no concrete indices. (This includes `_all`
+            string or when no indices have been specified).
+        :arg allow_partial_search_results: Indicate if an error should
+            be returned if there is a partial search failure or timeout. Default is
+            True.
+        :arg analyze_wildcard: Specify whether wildcard and prefix
+            queries should be analyzed. Default is false.
+        :arg analyzer: The analyzer to use for the query string.
+        :arg batched_reduce_size: The number of shard results that
+            should be reduced at once on the coordinating node. This value should be
+            used as a protection mechanism to reduce the memory overhead per search
+            request if the potential number of shards in the request can be large.
+            Default is 512.
+        :arg ccs_minimize_roundtrips: Indicates whether network round-
+            trips should be minimized as part of cross-cluster search requests
+            execution. Default is True.
+        :arg default_operator: The default operator for query string
+            query (AND or OR). Valid choices are AND, OR.
+        :arg df: The field to use as default where no field prefix is
+            given in the query string.
+        :arg docvalue_fields: Comma-separated list of fields to return
+            as the docvalue representation of a field for each hit.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg expand_wildcards: Whether to expand wildcard expression to
+            concrete indices that are open, closed or both. Valid choices are all,
+            open, closed, hidden, none.
+        :arg explain: Specify whether to return detailed information
+            about score computation as part of a hit.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: Starting offset. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg ignore_throttled: Whether specified concrete, expanded or
+            aliased indices should be ignored when throttled.
+        :arg ignore_unavailable: Whether specified concrete indices
+            should be ignored when unavailable (missing or closed).
+        :arg lenient: Specify whether format-based query failures (such
+            as providing text to a numeric field) should be ignored.
+        :arg max_concurrent_shard_requests: The number of concurrent
+            shard requests per node this search executes concurrently. This value
+            should be used to limit the impact of the search on the cluster in order
+            to limit the number of concurrent shard requests. Default is 5.
+        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
+            round-trip to prefilter search shards based on query rewriting if the
+            number of shards the search request expands to exceeds the threshold.
+            This filter round-trip can limit the number of shards significantly if
+            for instance a shard can not match any documents based on its rewrite
+            method ie. if date filters are mandatory to match but the shard bounds
+            and the query are disjoint.
+        :arg preference: Specify the node or shard the operation should
+            be performed on. Default is random.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg q: Query in the Lucene query string syntax.
+        :arg request_cache: Specify if request cache should be used for
+            this request or not, defaults to index level setting.
+        :arg rest_total_hits_as_int: Indicates whether hits.total should
+            be rendered as an integer or an object in the rest search response.
+            Default is false.
+        :arg routing: Comma-separated list of specific routing values.
+        :arg scroll: Specify how long a consistent view of the index
+            should be maintained for scrolled search.
+        :arg search_type: Search operation type. Valid choices are
+            query_then_fetch, dfs_query_then_fetch.
+        :arg seq_no_primary_term: Specify whether to return sequence
+            number and primary term of the last modification of each hit.
+        :arg size: Number of hits to return. Default is 10.
+        :arg sort: Comma-separated list of <field>:<direction> pairs.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg stats: Specific 'tag' of the request for logging and
+            statistical purposes.
+        :arg stored_fields: Comma-separated list of stored fields to
+            return.
+        :arg suggest_field: Specify which field to use for suggestions.
+        :arg suggest_mode: Specify suggest mode. Valid choices are
+            missing, popular, always.
+        :arg suggest_size: How many suggestions to return in response.
+        :arg suggest_text: The source text for which the suggestions
+            should be returned.
+        :arg terminate_after: The maximum number of documents to collect
+            for each shard, upon reaching which the query execution will terminate
+            early.
+        :arg timeout: Operation timeout.
+        :arg track_scores: Whether to calculate and return scores even
+            if they are not used for sorting.
+        :arg track_total_hits: Indicate if the number of documents that
+            match the query should be tracked.
+        :arg typed_keys: Specify whether aggregation and suggester names
+            should be prefixed by their respective types in the response.
+        :arg version: Whether to return document version as part of a
+            hit.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_knn/models/_search",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
+    def stats(
+        self,
+        node_id: Any = None,
+        stat: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Provides information about the current status of the k-NN plugin.
+
+
+        :arg node_id: Comma-separated list of node IDs or names to limit
+            the returned information; use `_local` to return information from the
+            node you're connecting to, leave empty to get information from all
+            nodes.
+        :arg stat: Comma-separated list of stats to retrieve; use `_all`
+            or empty string to retrieve all stats.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        :arg timeout: Operation timeout.
+        """
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", node_id, "stats", stat),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace", "filter_path", "human", "preference", "pretty", "source"
+    )
+    def train_model(
+        self,
+        body: Any,
+        model_id: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create and train a model that can be used for initializing k-NN native library
+        indexes during indexing.
+
+
+        :arg model_id: The id of the model.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg preference: Preferred node to execute training.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_knn", "models", model_id, "_train"),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def warmup(
+        self,
+        index: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Preloads native library files into memory, reducing initial search latency for
+        specified indexes.
+
+
+        :arg index: Comma-separated list of indices; use `_all` or empty
+            string to perform the operation on all indices.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if index in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'index'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_knn", "warmup", index),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
new file mode 100644
index 000000000..ed1e4f1a8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
@@ -0,0 +1,351 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class NotificationsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def create_config(
+        self,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if body in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'body'.")
+
+        return self.transport.perform_request(
+            "POST",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete a channel configuration.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "config_id",
+        "config_id_list",
+        "error_trace",
+        "filter_path",
+        "human",
+        "pretty",
+        "source",
+    )
+    def delete_configs(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete multiple channel configurations.
+
+
+        :arg config_id: The ID of the channel configuration to delete.
+        :arg config_id_list: A comma-separated list of channel IDs to
+            delete.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get_config(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a specific channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "chime.url",
+        "chime.url.keyword",
+        "config_type",
+        "created_time_ms",
+        "description",
+        "description.keyword",
+        "email.email_account_id",
+        "email.email_group_id_list",
+        "email.recipient_list.recipient",
+        "email.recipient_list.recipient.keyword",
+        "email_group.recipient_list.recipient",
+        "email_group.recipient_list.recipient.keyword",
+        "error_trace",
+        "filter_path",
+        "human",
+        "is_enabled",
+        "last_updated_time_ms",
+        "microsoft_teams.url",
+        "microsoft_teams.url.keyword",
+        "name",
+        "name.keyword",
+        "pretty",
+        "query",
+        "ses_account.from_address",
+        "ses_account.from_address.keyword",
+        "ses_account.region",
+        "ses_account.role_arn",
+        "ses_account.role_arn.keyword",
+        "slack.url",
+        "slack.url.keyword",
+        "smtp_account.from_address",
+        "smtp_account.from_address.keyword",
+        "smtp_account.host",
+        "smtp_account.host.keyword",
+        "smtp_account.method",
+        "sns.role_arn",
+        "sns.role_arn.keyword",
+        "sns.topic_arn",
+        "sns.topic_arn.keyword",
+        "source",
+        "text_query",
+        "webhook.url",
+        "webhook.url.keyword",
+    )
+    def get_configs(
+        self,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get multiple channel configurations with filtering.
+
+
+        :arg config_type: Type of notification configuration. Valid
+            choices are slack, chime, microsoft_teams, webhook, email, sns,
+            ses_account, smtp_account, email_group.
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET",
+            "/_plugins/_notifications/configs",
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_features(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List supported channel configurations.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_notifications/features", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def send_test(
+        self,
+        config_id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Send a test notification.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if config_id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'config_id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_notifications", "feature", "test", config_id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def update_config(
+        self,
+        config_id: Any,
+        body: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Update channel configuration.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        for param in (config_id, body):
+            if param in SKIP_IN_PATH:
+                raise ValueError("Empty value passed for a required argument.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_notifications", "configs", config_id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def list_channels(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        List created notification channels.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
new file mode 100644
index 000000000..b33d8a009
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
@@ -0,0 +1,235 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class RollupsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get a rollup's current status.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Get an index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create or update index rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_rollup", "jobs", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Stop rollup.
+
+
+        :arg id: Rollup to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
new file mode 100644
index 000000000..9f8161edd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
@@ -0,0 +1,308 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+# ------------------------------------------------------------------------------------------
+# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
+#
+# To contribute, kindly make modifications in the opensearch-py client generator
+# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
+# and https://github.com/opensearch-project/opensearch-api-specification for details.
+# -----------------------------------------------------------------------------------------+
+
+
+from typing import Any
+
+from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
+
+
+class TransformsClient(NamespacedClient):
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def delete(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Delete an index transform.
+
+
+        :arg id: Transform to delete
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "DELETE",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def explain(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to explain
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id, "_explain"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def get(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the status and metadata of a transform job.
+
+
+        :arg id: Transform to access
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "GET",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def preview(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns a preview of what a transformed index would look like.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        return self.transport.perform_request(
+            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "human",
+        "if_primary_term",
+        "if_seq_no",
+        "pretty",
+        "source",
+    )
+    def put(
+        self,
+        id: Any,
+        body: Any = None,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Create an index transform, or update a transform if if_seq_no and
+        if_primary_term are provided.
+
+
+        :arg id: Transform to create/update
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg if_primary_term: Only perform the operation if the document
+            has this primary term.
+        :arg if_seq_no: Only perform the operation if the document has
+            this sequence number.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "PUT",
+            _make_path("_plugins", "_transform", id),
+            params=params,
+            headers=headers,
+            body=body,
+        )
+
+    @query_params(
+        "error_trace",
+        "filter_path",
+        "from_",
+        "human",
+        "pretty",
+        "search",
+        "size",
+        "sortDirection",
+        "sortField",
+        "source",
+    )
+    def search(
+        self,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Returns the details of all transform jobs.
+
+
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg from_: The starting transform to return. Default is 0.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg search: The search term to use to filter results.
+        :arg size: Specifies the number of transforms to return. Default
+            is 10.
+        :arg sortDirection: Specifies the direction to sort results in.
+            Can be ASC or DESC. Default is ASC.
+        :arg sortField: The field to sort results with.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        # from is a reserved word so it cannot be used, use from_ instead
+        if "from_" in params:
+            params["from"] = params.pop("from_")
+
+        return self.transport.perform_request(
+            "GET", "/_plugins/_transform", params=params, headers=headers
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def start(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        Start transform.
+
+
+        :arg id: Transform to start
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_start"),
+            params=params,
+            headers=headers,
+        )
+
+    @query_params("error_trace", "filter_path", "human", "pretty", "source")
+    def stop(
+        self,
+        id: Any,
+        params: Any = None,
+        headers: Any = None,
+    ) -> Any:
+        """
+        stop transform.
+
+
+        :arg id: Transform to stop
+        :arg error_trace: Whether to include the stack trace of returned
+            errors.
+        :arg filter_path: Comma-separated list of filters used to reduce
+            the response.
+        :arg human: Whether to return human readable values for
+            statistics.
+        :arg pretty: Whether to pretty format the returned JSON
+            response.
+        :arg source: The URL-encoded request definition. Useful for
+            libraries that do not accept a request body for non-POST requests.
+        """
+        if id in SKIP_IN_PATH:
+            raise ValueError("Empty value passed for a required argument 'id'.")
+
+        return self.transport.perform_request(
+            "POST",
+            _make_path("_plugins", "_transform", id, "_stop"),
+            params=params,
+            headers=headers,
+        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
new file mode 100644
index 000000000..e5c0a6c91
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
@@ -0,0 +1,215 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+from typing import Any, Dict, Optional
+
+try:
+    import simplejson as json
+except ImportError:
+    import json  # type: ignore
+
+import uuid
+from datetime import date, datetime
+from decimal import Decimal
+
+from .compat import string_types
+from .exceptions import ImproperlyConfigured, SerializationError
+from .helpers.utils import AttrList
+
+INTEGER_TYPES = ()
+FLOAT_TYPES = (Decimal,)
+TIME_TYPES = (date, datetime)
+
+
+class Serializer(object):
+    mimetype: str = ""
+
+    def loads(self, s: str) -> Any:
+        raise NotImplementedError()
+
+    def dumps(self, data: Any) -> Any:
+        raise NotImplementedError()
+
+
+class TextSerializer(Serializer):
+    mimetype: str = "text/plain"
+
+    def loads(self, s: str) -> Any:
+        return s
+
+    def dumps(self, data: Any) -> Any:
+        if isinstance(data, string_types):
+            return data
+
+        raise SerializationError("Cannot serialize %r into text." % data)
+
+
+class JSONSerializer(Serializer):
+    mimetype: str = "application/json"
+
+    def default(self, data: Any) -> Any:
+        if isinstance(data, TIME_TYPES):
+            # Little hack to avoid importing pandas but to not
+            # return 'NaT' string for pd.NaT as that's not a valid
+            # date.
+            formatted_data = data.isoformat()
+            if formatted_data != "NaT":
+                return formatted_data
+
+        if isinstance(data, uuid.UUID):
+            return str(data)
+        elif isinstance(data, FLOAT_TYPES):
+            return float(data)
+        elif INTEGER_TYPES and isinstance(data, INTEGER_TYPES):
+            return int(data)
+
+        # Special cases for numpy and pandas types
+        # These are expensive to import so we try them last.
+        try:
+            import numpy as np
+
+            if isinstance(
+                data,
+                (
+                    np.int_,
+                    np.intc,
+                    np.int8,
+                    np.int16,
+                    np.int32,
+                    np.int64,
+                    np.uint8,
+                    np.uint16,
+                    np.uint32,
+                    np.uint64,
+                ),
+            ):
+                return int(data)
+            elif isinstance(
+                data,
+                (
+                    np.float_,
+                    np.float16,
+                    np.float32,
+                    np.float64,
+                ),
+            ):
+                return float(data)
+            elif isinstance(data, np.bool_):
+                return bool(data)
+            elif isinstance(data, np.datetime64):
+                return data.item().isoformat()
+            elif isinstance(data, np.ndarray):
+                return data.tolist()
+        except ImportError:
+            pass
+
+        try:
+            import pandas as pd
+
+            if isinstance(data, (pd.Series, pd.Categorical)):
+                return data.tolist()
+            elif isinstance(data, pd.Timestamp) and data is not getattr(
+                pd, "NaT", None
+            ):
+                return data.isoformat()
+            elif data is getattr(pd, "NA", None):
+                return None
+        except ImportError:
+            pass
+
+        raise TypeError("Unable to serialize %r (type: %s)" % (data, type(data)))
+
+    def loads(self, s: str) -> Any:
+        try:
+            return json.loads(s)
+        except (ValueError, TypeError) as e:
+            raise SerializationError(s, e)
+
+    def dumps(self, data: Any) -> Any:
+        # don't serialize strings
+        if isinstance(data, string_types):
+            return data
+
+        try:
+            return json.dumps(
+                data, default=self.default, ensure_ascii=False, separators=(",", ":")
+            )
+        except (ValueError, TypeError) as e:
+            raise SerializationError(data, e)
+
+
+DEFAULT_SERIALIZERS: Dict[str, Serializer] = {
+    JSONSerializer.mimetype: JSONSerializer(),
+    TextSerializer.mimetype: TextSerializer(),
+}
+
+
+class Deserializer(object):
+    def __init__(
+        self,
+        serializers: Dict[str, Serializer],
+        default_mimetype: str = "application/json",
+    ) -> None:
+        try:
+            self.default = serializers[default_mimetype]
+        except KeyError:
+            raise ImproperlyConfigured(
+                "Cannot find default serializer (%s)" % default_mimetype
+            )
+        self.serializers = serializers
+
+    def loads(self, s: str, mimetype: Optional[str] = None) -> Any:
+        if not mimetype:
+            deserializer = self.default
+        else:
+            # Treat 'application/vnd.elasticsearch+json'
+            # as application/json for compatibility.
+            if mimetype == "application/vnd.elasticsearch+json":
+                mimetype = "application/json"
+
+            # split out charset
+            mimetype, _, _ = mimetype.partition(";")
+            try:
+                deserializer = self.serializers[mimetype]
+            except KeyError:
+                raise SerializationError(
+                    "Unknown mimetype, unable to deserialize: %s" % mimetype
+                )
+
+        return deserializer.loads(s)
+
+
+class AttrJSONSerializer(JSONSerializer):
+    def default(self, data: Any) -> Any:
+        if isinstance(data, AttrList):
+            return data._l_
+        if hasattr(data, "to_dict"):
+            return data.to_dict()
+        return super(AttrJSONSerializer, self).default(data)
+
+
+serializer = AttrJSONSerializer()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
new file mode 100644
index 000000000..5c7e62978
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
@@ -0,0 +1,514 @@
+# SPDX-License-Identifier: Apache-2.0
+#
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+#
+# Modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+#
+#  Licensed to Elasticsearch B.V. under one or more contributor
+#  license agreements. See the NOTICE file distributed with
+#  this work for additional information regarding copyright
+#  ownership. Elasticsearch B.V. licenses this file to you under
+#  the Apache License, Version 2.0 (the "License"); you may
+#  not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+# 	http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing,
+#  software distributed under the License is distributed on an
+#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+#  KIND, either express or implied.  See the License for the
+#  specific language governing permissions and limitations
+#  under the License.
+
+
+import time
+from itertools import chain
+from typing import Any, Callable, Collection, Dict, List, Mapping, Optional, Type, Union
+
+from opensearchpy.metrics import Metrics, MetricsNone
+
+from .connection import Connection, Urllib3HttpConnection
+from .connection_pool import ConnectionPool, DummyConnectionPool, EmptyConnectionPool
+from .exceptions import (
+    ConnectionError,
+    ConnectionTimeout,
+    SerializationError,
+    TransportError,
+)
+from .serializer import DEFAULT_SERIALIZERS, Deserializer, JSONSerializer, Serializer
+
+
+def get_host_info(
+    node_info: Dict[str, Any], host: Optional[Dict[str, Any]]
+) -> Optional[Dict[str, Any]]:
+    """
+    Simple callback that takes the node info from `/_cluster/nodes` and a
+    parsed connection information and return the connection information. If
+    `None` is returned this node will be skipped.
+
+    Useful for filtering nodes (by proximity for example) or if additional
+    information needs to be provided for the :class:`~opensearchpy.Connection`
+    class. By default cluster_manager only nodes are filtered out since they shouldn't
+    typically be used for API operations.
+
+    :arg node_info: node information from `/_cluster/nodes`
+    :arg host: connection information (host, port) extracted from the node info
+    """
+    # ignore cluster_manager only nodes
+    if node_info.get("roles", []) == ["cluster_manager"]:
+        return None
+    return host
+
+
+class Transport(object):
+    """
+    Encapsulation of transport-related to logic. Handles instantiation of the
+    individual connections as well as creating a connection pool to hold them.
+
+    Main interface is the `perform_request` method.
+    """
+
+    DEFAULT_CONNECTION_CLASS: Type[Connection] = Urllib3HttpConnection
+
+    connection_pool: Any
+    deserializer: Deserializer
+
+    max_retries: int
+    retry_on_timeout: bool
+    retry_on_status: Collection[int]
+    send_get_body_as: str
+    serializer: Serializer
+    connection_pool_class: Any
+    connection_class: Type[Connection]
+    kwargs: Any
+    hosts: Any
+    seed_connections: List[Connection]
+    sniffer_timeout: Optional[float]
+    sniff_on_start: bool
+    sniff_on_connection_fail: bool
+    last_sniff: float
+    sniff_timeout: Optional[float]
+    host_info_callback: Any
+    metrics: Metrics
+
+    def __init__(
+        self,
+        hosts: Any,
+        connection_class: Optional[Type[Connection]] = None,
+        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
+        host_info_callback: Callable[
+            [Dict[str, Any], Optional[Dict[str, Any]]], Optional[Dict[str, Any]]
+        ] = get_host_info,
+        sniff_on_start: bool = False,
+        sniffer_timeout: Optional[float] = None,
+        sniff_timeout: float = 0.1,
+        sniff_on_connection_fail: bool = False,
+        serializer: Serializer = JSONSerializer(),
+        serializers: Optional[Mapping[str, Serializer]] = None,
+        default_mimetype: str = "application/json",
+        max_retries: int = 3,
+        pool_maxsize: Optional[int] = None,
+        retry_on_status: Collection[int] = (502, 503, 504),
+        retry_on_timeout: bool = False,
+        send_get_body_as: str = "GET",
+        metrics: Metrics = MetricsNone(),
+        **kwargs: Any
+    ) -> None:
+        """
+        :arg hosts: list of dictionaries, each containing keyword arguments to
+            create a `connection_class` instance
+        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
+        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
+        :arg host_info_callback: callback responsible for taking the node information from
+            `/_cluster/nodes`, along with already extracted information, and
+            producing a list of arguments (same as `hosts` parameter)
+        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
+            from the cluster at startup time
+        :arg sniffer_timeout: number of seconds between automatic sniffs
+        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
+        :arg sniff_timeout: timeout used for the sniff request - it should be a
+            fast api call and we are talking potentially to more nodes so we want
+            to fail quickly. Not used during initial sniffing (if
+            ``sniff_on_start`` is on) when the connection still isn't
+            initialized.
+        :arg serializer: serializer instance
+        :arg serializers: optional dict of serializer instances that will be
+            used for deserializing data coming from the server. (key is the mimetype)
+        :arg default_mimetype: when no mimetype is specified by the server
+            response assume this mimetype, defaults to `'application/json'`
+        :arg max_retries: maximum number of retries before an exception is propagated
+        :arg retry_on_status: set of HTTP status codes on which we should retry
+            on a different node. defaults to ``(502, 503, 504)``
+        :arg retry_on_timeout: should timeout trigger a retry on different
+            node? (default `False`)
+        :arg send_get_body_as: for GET requests with body this option allows
+            you to specify an alternate way of execution for environments that
+            don't support passing bodies with GET requests. If you set this to
+            'POST' a POST method will be used instead, if to 'source' then the body
+            will be serialized and passed as a query parameter `source`.
+        :arg pool_maxsize: Maximum connection pool size used by pool-manager
+            For custom connection-pooling on current session
+        :arg metrics: metrics is an instance of a subclass of the
+            :class:`~opensearchpy.Metrics` class, used for collecting
+            and reporting metrics related to the client's operations;
+
+        Any extra keyword arguments will be passed to the `connection_class`
+        when creating and instance unless overridden by that connection's
+        options provided as part of the hosts parameter.
+        """
+        self.metrics = metrics
+        if connection_class is None:
+            connection_class = self.DEFAULT_CONNECTION_CLASS
+
+        # serialization config
+        _serializers = DEFAULT_SERIALIZERS.copy()
+        # if a serializer has been specified, use it for deserialization as well
+        _serializers[serializer.mimetype] = serializer
+        # if custom serializers map has been supplied, override the defaults with it
+        if serializers:
+            _serializers.update(serializers)
+        # create a deserializer with our config
+        self.deserializer = Deserializer(_serializers, default_mimetype)
+
+        self.max_retries = max_retries
+        self.pool_maxsize = pool_maxsize
+        self.retry_on_timeout = retry_on_timeout
+        self.retry_on_status = retry_on_status
+        self.send_get_body_as = send_get_body_as
+
+        # data serializer
+        self.serializer = serializer
+
+        # store all strategies...
+        self.connection_pool_class = connection_pool_class
+        self.connection_class = connection_class
+
+        # ...save kwargs to be passed to the connections
+        self.kwargs = kwargs
+        self.hosts = hosts
+
+        # Start with an empty pool specifically for `AsyncTransport`.
+        # It should never be used, will be replaced on first call to
+        # .set_connections()
+        self.connection_pool = EmptyConnectionPool()
+
+        if hosts:
+            # ...and instantiate them
+            self.set_connections(hosts)
+            # retain the original connection instances for sniffing
+            self.seed_connections = list(self.connection_pool.connections[:])
+        else:
+            self.seed_connections = []
+
+        # sniffing data
+        self.sniffer_timeout = sniffer_timeout
+        self.sniff_on_start = sniff_on_start
+        self.sniff_on_connection_fail = sniff_on_connection_fail
+        self.last_sniff = time.time()
+        self.sniff_timeout = sniff_timeout
+
+        # callback to construct host dict from data in /_cluster/nodes
+        self.host_info_callback = host_info_callback
+
+        if sniff_on_start:
+            self.sniff_hosts(True)
+
+    def add_connection(self, host: Any) -> None:
+        """
+        Create a new :class:`~opensearchpy.Connection` instance and add it to the pool.
+
+        :arg host: kwargs that will be used to create the instance
+        """
+        self.hosts.append(host)
+        self.set_connections(self.hosts)
+
+    def set_connections(self, hosts: Any) -> None:
+        """
+        Instantiate all the connections and create new connection pool to hold them.
+        Tries to identify unchanged hosts and re-use existing
+        :class:`~opensearchpy.Connection` instances.
+
+        :arg hosts: same as `__init__`
+        """
+
+        # construct the connections
+        def _create_connection(host: Any) -> Any:
+            # if this is not the initial setup look at the existing connection
+            # options and identify connections that haven't changed and can be
+            # kept around.
+            if hasattr(self, "connection_pool"):
+                for connection, old_host in self.connection_pool.connection_opts:
+                    if old_host == host:
+                        return connection
+
+            # previously unseen params, create new connection
+            kwargs = self.kwargs.copy()
+            kwargs.update(host)
+            if self.pool_maxsize and isinstance(self.pool_maxsize, int):
+                kwargs["pool_maxsize"] = self.pool_maxsize
+            return self.connection_class(metrics=self.metrics, **kwargs)
+
+        connections = list(zip(map(_create_connection, hosts), hosts))
+        if len(connections) == 1:
+            self.connection_pool = DummyConnectionPool(connections)
+        else:
+            # pass the hosts dicts to the connection pool to optionally extract parameters from
+            self.connection_pool = self.connection_pool_class(
+                connections, **self.kwargs
+            )
+
+    def get_connection(self) -> Any:
+        """
+        Retrieve a :class:`~opensearchpy.Connection` instance from the
+        :class:`~opensearchpy.ConnectionPool` instance.
+        """
+        if self.sniffer_timeout:
+            if time.time() >= self.last_sniff + self.sniffer_timeout:
+                self.sniff_hosts()
+        return self.connection_pool.get_connection()
+
+    def _get_sniff_data(self, initial: bool = False) -> Any:
+        """
+        Perform the request to get sniffing information. Returns a list of
+        dictionaries (one per node) containing all the information from the
+        cluster.
+
+        It also sets the last_sniff attribute in case of a successful attempt.
+
+        In rare cases it might be possible to override this method in your
+        custom Transport class to serve data from alternative source like
+        configuration management.
+        """
+        previous_sniff = self.last_sniff
+
+        try:
+            # reset last_sniff timestamp
+            self.last_sniff = time.time()
+            # go through all current connections as well as the
+            # seed_connections for good measure
+            for c in chain(self.connection_pool.connections, self.seed_connections):
+                try:
+                    # use small timeout for the sniffing request, should be a fast api call
+                    _, headers, node_info = c.perform_request(
+                        "GET",
+                        "/_nodes/_all/http",
+                        timeout=self.sniff_timeout if not initial else None,
+                    )
+
+                    # Lowercase all the header names for consistency in accessing them.
+                    headers = {
+                        header.lower(): value for header, value in headers.items()
+                    }
+
+                    node_info = self.deserializer.loads(
+                        node_info, headers.get("content-type")
+                    )
+                    break
+                except (ConnectionError, SerializationError):
+                    pass
+            else:
+                raise TransportError("N/A", "Unable to sniff hosts.")
+        except Exception:
+            # keep the previous value on error
+            self.last_sniff = previous_sniff
+            raise
+
+        return list(node_info["nodes"].values())
+
+    def _get_host_info(self, host_info: Any) -> Any:
+        host = {}
+        address = host_info.get("http", {}).get("publish_address")
+
+        # malformed or no address given
+        if not address or ":" not in address:
+            return None
+
+        if "/" in address:
+            # Support 7.x host/ip:port behavior where http.publish_host has been set.
+            fqdn, ipaddress = address.split("/", 1)
+            host["host"] = fqdn
+            _, host["port"] = ipaddress.rsplit(":", 1)
+            host["port"] = int(host["port"])
+
+        else:
+            host["host"], host["port"] = address.rsplit(":", 1)
+            host["port"] = int(host["port"])
+
+        return self.host_info_callback(host_info, host)
+
+    def sniff_hosts(self, initial: bool = False) -> Any:
+        """
+        Obtain a list of nodes from the cluster and create a new connection
+        pool using the information retrieved.
+
+        To extract the node connection parameters use the ``nodes_to_host_callback``.
+
+        :arg initial: flag indicating if this is during startup
+            (``sniff_on_start``), ignore the ``sniff_timeout`` if ``True``
+        """
+        node_info = self._get_sniff_data(initial)
+
+        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
+
+        # we weren't able to get any nodes or host_info_callback blocked all -
+        # raise error.
+        if not hosts:
+            raise TransportError(
+                "N/A", "Unable to sniff hosts - no viable hosts found."
+            )
+
+        self.set_connections(hosts)
+
+    def mark_dead(self, connection: Connection) -> None:
+        """
+        Mark a connection as dead (failed) in the connection pool. If sniffing
+        on failure is enabled this will initiate the sniffing process.
+
+        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
+        """
+        # mark as dead even when sniffing to avoid hitting this host during the sniff process
+        self.connection_pool.mark_dead(connection)
+        if self.sniff_on_connection_fail:
+            self.sniff_hosts()
+
+    def perform_request(
+        self,
+        method: str,
+        url: str,
+        params: Optional[Mapping[str, Any]] = None,
+        body: Any = None,
+        timeout: Optional[Union[int, float]] = None,
+        ignore: Collection[int] = (),
+        headers: Optional[Mapping[str, str]] = None,
+    ) -> Any:
+        """
+        Perform the actual request. Retrieve a connection from the connection
+        pool, pass all the information to its perform_request method and
+        return the data.
+
+        If an exception was raised, mark the connection as failed and retry (up
+        to `max_retries` times).
+
+        If the operation was successful and the connection used was previously
+        marked as dead, mark it as live, resetting its failure count.
+
+        :arg method: HTTP method to use
+        :arg url: absolute url (without host) to target
+        :arg headers: dictionary of headers, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class
+        :arg params: dictionary of query parameters, will be handed over to the
+            underlying :class:`~opensearchpy.Connection` class for serialization
+        :arg body: body of the request, will be serialized using serializer and
+            passed to the connection
+        """
+        method, params, body, ignore, timeout = self._resolve_request_args(
+            method, params, body
+        )
+
+        for attempt in range(self.max_retries + 1):
+            connection = self.get_connection()
+
+            try:
+                status, headers_response, data = connection.perform_request(
+                    method,
+                    url,
+                    params,
+                    body,
+                    headers=headers,
+                    ignore=ignore,
+                    timeout=timeout,
+                )
+
+                # Lowercase all the header names for consistency in accessing them.
+                headers_response = {
+                    header.lower(): value for header, value in headers_response.items()
+                }
+
+            except TransportError as e:
+                if method == "HEAD" and e.status_code == 404:
+                    return False
+
+                retry = False
+                if isinstance(e, ConnectionTimeout):
+                    retry = self.retry_on_timeout
+                elif isinstance(e, ConnectionError):
+                    retry = True
+                elif e.status_code in self.retry_on_status:
+                    retry = True
+
+                if retry:
+                    try:
+                        # only mark as dead if we are retrying
+                        self.mark_dead(connection)
+                    except TransportError:
+                        # If sniffing on failure, it could fail too. Catch the
+                        # exception not to interrupt the retries.
+                        pass
+                    # raise exception on last retry
+                    if attempt == self.max_retries:
+                        raise e
+                else:
+                    raise e
+
+            else:
+                # connection didn't fail, confirm its live status
+                self.connection_pool.mark_live(connection)
+
+                if method == "HEAD":
+                    return 200 <= status < 300
+
+                if data:
+                    data = self.deserializer.loads(
+                        data, headers_response.get("content-type")
+                    )
+                return data
+
+    def close(self) -> Any:
+        """
+        Explicitly closes connections
+        """
+        return self.connection_pool.close()
+
+    def _resolve_request_args(self, method: str, params: Any, body: Any) -> Any:
+        """Resolves parameters for .perform_request()"""
+        if body is not None:
+            body = self.serializer.dumps(body)
+
+            # some clients or environments don't support sending GET with body
+            if method in ("HEAD", "GET") and self.send_get_body_as != "GET":
+                # send it as post instead
+                if self.send_get_body_as == "POST":
+                    method = "POST"
+
+                # or as source parameter
+                elif self.send_get_body_as == "source":
+                    if params is None:
+                        params = {}
+                    params["source"] = body
+                    body = None
+
+        if body is not None:
+            try:
+                body = body.encode("utf-8", "surrogatepass")
+            except (UnicodeDecodeError, AttributeError):
+                # bytes/str - no need to re-encode
+                pass
+
+        ignore = ()
+        timeout = None
+        if params:
+            timeout = params.pop("request_timeout", None)
+            if not timeout:
+                timeout = params.pop("timeout", None)
+            ignore = params.pop("ignore", ())
+            if isinstance(ignore, int):
+                ignore = (ignore,)
+
+        return method, params, body, ignore, timeout
+
+
+__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
new file mode 100644
index 000000000..1e65815cf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
@@ -0,0 +1,54 @@
+Copyright 2017- Paul Ganssle <paul@ganssle.io>
+Copyright 2017- dateutil contributors (see AUTHORS file)
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+The above license applies to all contributions after 2017-12-01, as well as
+all contributions that have been re-licensed (see AUTHORS file for the list of
+contributors who have re-licensed their code).
+--------------------------------------------------------------------------------
+dateutil - Extensions to the standard Python datetime module.
+
+Copyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>
+Copyright (c) 2012-2014 - Tomi Pieviläinen <tomi.pievilainen@iki.fi>
+Copyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>
+Copyright (c) 2015-     - Paul Ganssle <paul@ganssle.io>
+Copyright (c) 2015-     - dateutil contributors (see AUTHORS file)
+
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+    * Redistributions of source code must retain the above copyright notice,
+      this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above copyright notice,
+      this list of conditions and the following disclaimer in the documentation
+      and/or other materials provided with the distribution.
+    * Neither the name of the copyright holder nor the names of its
+      contributors may be used to endorse or promote products derived from
+      this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
+CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+The above BSD License Applies to all code, even that also covered by Apache 2.0.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
new file mode 100644
index 000000000..577f2bf2b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
@@ -0,0 +1,204 @@
+Metadata-Version: 2.1
+Name: python-dateutil
+Version: 2.9.0.post0
+Summary: Extensions to the standard Python datetime module
+Home-page: https://github.com/dateutil/dateutil
+Author: Gustavo Niemeyer
+Author-email: gustavo@niemeyer.net
+Maintainer: Paul Ganssle
+Maintainer-email: dateutil@python.org
+License: Dual License
+Project-URL: Documentation, https://dateutil.readthedocs.io/en/stable/
+Project-URL: Source, https://github.com/dateutil/dateutil
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: BSD License
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.3
+Classifier: Programming Language :: Python :: 3.4
+Classifier: Programming Language :: Python :: 3.5
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: !=3.0.*,!=3.1.*,!=3.2.*,>=2.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+Requires-Dist: six >=1.5
+
+dateutil - powerful extensions to datetime
+==========================================
+
+|pypi| |support| |licence|
+
+|gitter| |readthedocs|
+
+|travis| |appveyor| |pipelines| |coverage|
+
+.. |pypi| image:: https://img.shields.io/pypi/v/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: pypi version
+
+.. |support| image:: https://img.shields.io/pypi/pyversions/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: supported Python version
+
+.. |travis| image:: https://img.shields.io/travis/dateutil/dateutil/master.svg?style=flat-square&label=Travis%20Build
+    :target: https://travis-ci.org/dateutil/dateutil
+    :alt: travis build status
+
+.. |appveyor| image:: https://img.shields.io/appveyor/ci/dateutil/dateutil/master.svg?style=flat-square&logo=appveyor
+    :target: https://ci.appveyor.com/project/dateutil/dateutil
+    :alt: appveyor build status
+
+.. |pipelines| image:: https://dev.azure.com/pythondateutilazure/dateutil/_apis/build/status/dateutil.dateutil?branchName=master
+    :target: https://dev.azure.com/pythondateutilazure/dateutil/_build/latest?definitionId=1&branchName=master
+    :alt: azure pipelines build status
+
+.. |coverage| image:: https://codecov.io/gh/dateutil/dateutil/branch/master/graphs/badge.svg?branch=master
+    :target: https://codecov.io/gh/dateutil/dateutil?branch=master
+    :alt: Code coverage
+
+.. |gitter| image:: https://badges.gitter.im/dateutil/dateutil.svg
+   :alt: Join the chat at https://gitter.im/dateutil/dateutil
+   :target: https://gitter.im/dateutil/dateutil
+
+.. |licence| image:: https://img.shields.io/pypi/l/python-dateutil.svg?style=flat-square
+    :target: https://pypi.org/project/python-dateutil/
+    :alt: licence
+
+.. |readthedocs| image:: https://img.shields.io/readthedocs/dateutil/latest.svg?style=flat-square&label=Read%20the%20Docs
+   :alt: Read the documentation at https://dateutil.readthedocs.io/en/latest/
+   :target: https://dateutil.readthedocs.io/en/latest/
+
+The `dateutil` module provides powerful extensions to
+the standard `datetime` module, available in Python.
+
+Installation
+============
+`dateutil` can be installed from PyPI using `pip` (note that the package name is
+different from the importable name)::
+
+    pip install python-dateutil
+
+Download
+========
+dateutil is available on PyPI
+https://pypi.org/project/python-dateutil/
+
+The documentation is hosted at:
+https://dateutil.readthedocs.io/en/stable/
+
+Code
+====
+The code and issue tracker are hosted on GitHub:
+https://github.com/dateutil/dateutil/
+
+Features
+========
+
+* Computing of relative deltas (next month, next year,
+  next Monday, last week of month, etc);
+* Computing of relative deltas between two given
+  date and/or datetime objects;
+* Computing of dates based on very flexible recurrence rules,
+  using a superset of the `iCalendar <https://www.ietf.org/rfc/rfc2445.txt>`_
+  specification. Parsing of RFC strings is supported as well.
+* Generic parsing of dates in almost any string format;
+* Timezone (tzinfo) implementations for tzfile(5) format
+  files (/etc/localtime, /usr/share/zoneinfo, etc), TZ
+  environment string (in all known formats), iCalendar
+  format files, given ranges (with help from relative deltas),
+  local machine timezone, fixed offset timezone, UTC timezone,
+  and Windows registry-based time zones.
+* Internal up-to-date world timezone information based on
+  Olson's database.
+* Computing of Easter Sunday dates for any given year,
+  using Western, Orthodox or Julian algorithms;
+* A comprehensive test suite.
+
+Quick example
+=============
+Here's a snapshot, just to give an idea about the power of the
+package. For more examples, look at the documentation.
+
+Suppose you want to know how much time is left, in
+years/months/days/etc, before the next easter happening on a
+year with a Friday 13th in August, and you want to get today's
+date out of the "date" unix system command. Here is the code:
+
+.. code-block:: python3
+
+    >>> from dateutil.relativedelta import *
+    >>> from dateutil.easter import *
+    >>> from dateutil.rrule import *
+    >>> from dateutil.parser import *
+    >>> from datetime import *
+    >>> now = parse("Sat Oct 11 17:13:46 UTC 2003")
+    >>> today = now.date()
+    >>> year = rrule(YEARLY,dtstart=now,bymonth=8,bymonthday=13,byweekday=FR)[0].year
+    >>> rdelta = relativedelta(easter(year), today)
+    >>> print("Today is: %s" % today)
+    Today is: 2003-10-11
+    >>> print("Year with next Aug 13th on a Friday is: %s" % year)
+    Year with next Aug 13th on a Friday is: 2004
+    >>> print("How far is the Easter of that year: %s" % rdelta)
+    How far is the Easter of that year: relativedelta(months=+6)
+    >>> print("And the Easter of that year is: %s" % (today+rdelta))
+    And the Easter of that year is: 2004-04-11
+
+Being exactly 6 months ahead was **really** a coincidence :)
+
+Contributing
+============
+
+We welcome many types of contributions - bug reports, pull requests (code, infrastructure or documentation fixes). For more information about how to contribute to the project, see the ``CONTRIBUTING.md`` file in the repository.
+
+
+Author
+======
+The dateutil module was written by Gustavo Niemeyer <gustavo@niemeyer.net>
+in 2003.
+
+It is maintained by:
+
+* Gustavo Niemeyer <gustavo@niemeyer.net> 2003-2011
+* Tomi Pieviläinen <tomi.pievilainen@iki.fi> 2012-2014
+* Yaron de Leeuw <me@jarondl.net> 2014-2016
+* Paul Ganssle <paul@ganssle.io> 2015-
+
+Starting with version 2.4.1 and running until 2.8.2, all source and binary
+distributions will be signed by a PGP key that has, at the very least, been
+signed by the key which made the previous release. A table of release signing
+keys can be found below:
+
+===========  ============================
+Releases     Signing key fingerprint
+===========  ============================
+2.4.1-2.8.2  `6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB`_
+===========  ============================
+
+New releases *may* have signed tags, but binary and source distributions
+uploaded to PyPI will no longer have GPG signatures attached.
+
+Contact
+=======
+Our mailing list is available at `dateutil@python.org <https://mail.python.org/mailman/listinfo/dateutil>`_. As it is hosted by the PSF, it is subject to the `PSF code of
+conduct <https://www.python.org/psf/conduct/>`_.
+
+License
+=======
+
+All contributions after December 1, 2017 released under dual license - either `Apache 2.0 License <https://www.apache.org/licenses/LICENSE-2.0>`_ or the `BSD 3-Clause License <https://opensource.org/licenses/BSD-3-Clause>`_. Contributions before December 1, 2017 - except those those explicitly relicensed - are released only under the BSD 3-Clause License.
+
+
+.. _6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB:
+   https://pgp.mit.edu/pks/lookup?op=vindex&search=0xCD54FCE3D964BEFB
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
new file mode 100644
index 000000000..2b874cbef
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+python_dateutil-2.9.0.post0.dist-info/METADATA,sha256=qdQ22jIr6AgzL5jYgyWZjofLaTpniplp_rTPrXKabpM,8354
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+python_dateutil-2.9.0.post0.dist-info/zip-safe,sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs,1
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
new file mode 100644
index 000000000..4724c4573
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.42.0)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
new file mode 100644
index 000000000..66501480b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
@@ -0,0 +1 @@
+dateutil
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
new file mode 100644
index 000000000..8b1378917
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
@@ -0,0 +1 @@
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
new file mode 100644
index 000000000..67db85882
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
@@ -0,0 +1,175 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
new file mode 100644
index 000000000..72d9dc531
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
@@ -0,0 +1,119 @@
+Metadata-Version: 2.1
+Name: requests
+Version: 2.32.3
+Summary: Python HTTP for Humans.
+Home-page: https://requests.readthedocs.io
+Author: Kenneth Reitz
+Author-email: me@kennethreitz.org
+License: Apache-2.0
+Project-URL: Documentation, https://requests.readthedocs.io
+Project-URL: Source, https://github.com/psf/requests
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Natural Language :: English
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=3.8
+Description-Content-Type: text/markdown
+License-File: LICENSE
+Requires-Dist: charset-normalizer <4,>=2
+Requires-Dist: idna <4,>=2.5
+Requires-Dist: urllib3 <3,>=1.21.1
+Requires-Dist: certifi >=2017.4.17
+Provides-Extra: security
+Provides-Extra: socks
+Requires-Dist: PySocks !=1.5.7,>=1.5.6 ; extra == 'socks'
+Provides-Extra: use_chardet_on_py3
+Requires-Dist: chardet <6,>=3.0.2 ; extra == 'use_chardet_on_py3'
+
+# Requests
+
+**Requests** is a simple, yet elegant, HTTP library.
+
+```python
+>>> import requests
+>>> r = requests.get('https://httpbin.org/basic-auth/user/pass', auth=('user', 'pass'))
+>>> r.status_code
+200
+>>> r.headers['content-type']
+'application/json; charset=utf8'
+>>> r.encoding
+'utf-8'
+>>> r.text
+'{"authenticated": true, ...'
+>>> r.json()
+{'authenticated': True, ...}
+```
+
+Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your `PUT` & `POST` data — but nowadays, just use the `json` method!
+
+Requests is one of the most downloaded Python packages today, pulling in around `30M downloads / week`— according to GitHub, Requests is currently [depended upon](https://github.com/psf/requests/network/dependents?package_id=UGFja2FnZS01NzA4OTExNg%3D%3D) by `1,000,000+` repositories. You may certainly put your trust in this code.
+
+[![Downloads](https://static.pepy.tech/badge/requests/month)](https://pepy.tech/project/requests)
+[![Supported Versions](https://img.shields.io/pypi/pyversions/requests.svg)](https://pypi.org/project/requests)
+[![Contributors](https://img.shields.io/github/contributors/psf/requests.svg)](https://github.com/psf/requests/graphs/contributors)
+
+## Installing Requests and Supported Versions
+
+Requests is available on PyPI:
+
+```console
+$ python -m pip install requests
+```
+
+Requests officially supports Python 3.8+.
+
+## Supported Features & Best–Practices
+
+Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today.
+
+- Keep-Alive & Connection Pooling
+- International Domains and URLs
+- Sessions with Cookie Persistence
+- Browser-style TLS/SSL Verification
+- Basic & Digest Authentication
+- Familiar `dict`–like Cookies
+- Automatic Content Decompression and Decoding
+- Multi-part File Uploads
+- SOCKS Proxy Support
+- Connection Timeouts
+- Streaming Downloads
+- Automatic honoring of `.netrc`
+- Chunked HTTP Requests
+
+## API Reference and User Guide available on [Read the Docs](https://requests.readthedocs.io)
+
+[![Read the Docs](https://raw.githubusercontent.com/psf/requests/main/ext/ss.png)](https://requests.readthedocs.io)
+
+## Cloning the repository
+
+When cloning the Requests repository, you may need to add the `-c
+fetch.fsck.badTimezone=ignore` flag to avoid an error about a bad commit (see
+[this issue](https://github.com/psf/requests/issues/2690) for more background):
+
+```shell
+git clone -c fetch.fsck.badTimezone=ignore https://github.com/psf/requests.git
+```
+
+You can also apply this setting to your global Git config:
+
+```shell
+git config --global fetch.fsck.badTimezone ignore
+```
+
+---
+
+[![Kenneth Reitz](https://raw.githubusercontent.com/psf/requests/main/ext/kr.png)](https://kennethreitz.org) [![Python Software Foundation](https://raw.githubusercontent.com/psf/requests/main/ext/psf.png)](https://www.python.org/psf)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
new file mode 100644
index 000000000..aa28849b9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
@@ -0,0 +1,42 @@
+requests-2.32.3.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+requests-2.32.3.dist-info/LICENSE,sha256=CeipvOyAZxBGUsFoaFqwkx54aPnIKEtm9a5u2uXxEws,10142
+requests-2.32.3.dist-info/METADATA,sha256=ZY7oRUweLnb7jCEnEW9hFWs7IpQbNVnAA4ncpwA4WBo,4610
+requests-2.32.3.dist-info/RECORD,,
+requests-2.32.3.dist-info/WHEEL,sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ,92
+requests-2.32.3.dist-info/top_level.txt,sha256=fMSVmHfb5rbGOo6xv-O_tUX6j-WyixssE-SnwcDRxNQ,9
+requests/__init__.py,sha256=4xaAERmPDIBPsa2PsjpU9r06yooK-2mZKHTZAhWRWts,5072
+requests/__pycache__/__init__.cpython-311.pyc,,
+requests/__pycache__/__version__.cpython-311.pyc,,
+requests/__pycache__/_internal_utils.cpython-311.pyc,,
+requests/__pycache__/adapters.cpython-311.pyc,,
+requests/__pycache__/api.cpython-311.pyc,,
+requests/__pycache__/auth.cpython-311.pyc,,
+requests/__pycache__/certs.cpython-311.pyc,,
+requests/__pycache__/compat.cpython-311.pyc,,
+requests/__pycache__/cookies.cpython-311.pyc,,
+requests/__pycache__/exceptions.cpython-311.pyc,,
+requests/__pycache__/help.cpython-311.pyc,,
+requests/__pycache__/hooks.cpython-311.pyc,,
+requests/__pycache__/models.cpython-311.pyc,,
+requests/__pycache__/packages.cpython-311.pyc,,
+requests/__pycache__/sessions.cpython-311.pyc,,
+requests/__pycache__/status_codes.cpython-311.pyc,,
+requests/__pycache__/structures.cpython-311.pyc,,
+requests/__pycache__/utils.cpython-311.pyc,,
+requests/__version__.py,sha256=FVfglgZmNQnmYPXpOohDU58F5EUb_-VnSTaAesS187g,435
+requests/_internal_utils.py,sha256=nMQymr4hs32TqVo5AbCrmcJEhvPUh7xXlluyqwslLiQ,1495
+requests/adapters.py,sha256=KIcecscqam6reOCXRl4DwP4jX8Jcl8sd57ft17KR2cQ,27451
+requests/api.py,sha256=_Zb9Oa7tzVIizTKwFrPjDEY9ejtm_OnSRERnADxGsQs,6449
+requests/auth.py,sha256=kF75tqnLctZ9Mf_hm9TZIj4cQWnN5uxRz8oWsx5wmR0,10186
+requests/certs.py,sha256=Z9Sb410Anv6jUFTyss0jFFhU6xst8ctELqfy8Ev23gw,429
+requests/compat.py,sha256=C5w_DPLSurXPgcdWU78fora0APmbYkX2G89QvH5xzPA,1817
+requests/cookies.py,sha256=bNi-iqEj4NPZ00-ob-rHvzkvObzN3lEpgw3g6paS3Xw,18590
+requests/exceptions.py,sha256=jJPS1UWATs86ShVUaLorTiJb1SaGuoNEWgICJep-VkY,4260
+requests/help.py,sha256=gPX5d_H7Xd88aDABejhqGgl9B1VFRTt5BmiYvL3PzIQ,3875
+requests/hooks.py,sha256=CiuysiHA39V5UfcCBXFIx83IrDpuwfN9RcTUgv28ftQ,733
+requests/models.py,sha256=k42roXzC8u_OagAPQi9U4MkfO7i4r2FdaqvMqstPehc,35418
+requests/packages.py,sha256=_g0gZ681UyAlKHRjH6kanbaoxx2eAb6qzcXiODyTIoc,904
+requests/sessions.py,sha256=ykTI8UWGSltOfH07HKollH7kTBGw4WhiBVaQGmckTw4,30495
+requests/status_codes.py,sha256=iJUAeA25baTdw-6PfD0eF4qhpINDJRJI-yaMqxs4LEI,4322
+requests/structures.py,sha256=-IbmhVz06S-5aPSZuUthZ6-6D9XOjRuTXHOabY041XM,2912
+requests/utils.py,sha256=HiQC6Nq_Da3ktaMiFzQkh-dCk3iQHHKEsYS5kDc-8Cw,33619
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
new file mode 100644
index 000000000..bab98d675
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.43.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
new file mode 100644
index 000000000..f2293605c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
@@ -0,0 +1 @@
+requests
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
new file mode 100644
index 000000000..051cda134
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
@@ -0,0 +1,184 @@
+#   __
+#  /__)  _  _     _   _ _/   _
+# / (   (- (/ (/ (- _)  /  _)
+#          /
+
+"""
+Requests HTTP Library
+~~~~~~~~~~~~~~~~~~~~~
+
+Requests is an HTTP library, written in Python, for human beings.
+Basic GET usage:
+
+   >>> import requests
+   >>> r = requests.get('https://www.python.org')
+   >>> r.status_code
+   200
+   >>> b'Python is a programming language' in r.content
+   True
+
+... or POST:
+
+   >>> payload = dict(key1='value1', key2='value2')
+   >>> r = requests.post('https://httpbin.org/post', data=payload)
+   >>> print(r.text)
+   {
+     ...
+     "form": {
+       "key1": "value1",
+       "key2": "value2"
+     },
+     ...
+   }
+
+The other HTTP methods are supported - see `requests.api`. Full documentation
+is at <https://requests.readthedocs.io>.
+
+:copyright: (c) 2017 by Kenneth Reitz.
+:license: Apache 2.0, see LICENSE for more details.
+"""
+
+import warnings
+
+import urllib3
+
+from .exceptions import RequestsDependencyWarning
+
+try:
+    from charset_normalizer import __version__ as charset_normalizer_version
+except ImportError:
+    charset_normalizer_version = None
+
+try:
+    from chardet import __version__ as chardet_version
+except ImportError:
+    chardet_version = None
+
+
+def check_compatibility(urllib3_version, chardet_version, charset_normalizer_version):
+    urllib3_version = urllib3_version.split(".")
+    assert urllib3_version != ["dev"]  # Verify urllib3 isn't installed from git.
+
+    # Sometimes, urllib3 only reports its version as 16.1.
+    if len(urllib3_version) == 2:
+        urllib3_version.append("0")
+
+    # Check urllib3 for compatibility.
+    major, minor, patch = urllib3_version  # noqa: F811
+    major, minor, patch = int(major), int(minor), int(patch)
+    # urllib3 >= 1.21.1
+    assert major >= 1
+    if major == 1:
+        assert minor >= 21
+
+    # Check charset_normalizer for compatibility.
+    if chardet_version:
+        major, minor, patch = chardet_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # chardet_version >= 3.0.2, < 6.0.0
+        assert (3, 0, 2) <= (major, minor, patch) < (6, 0, 0)
+    elif charset_normalizer_version:
+        major, minor, patch = charset_normalizer_version.split(".")[:3]
+        major, minor, patch = int(major), int(minor), int(patch)
+        # charset_normalizer >= 2.0.0 < 4.0.0
+        assert (2, 0, 0) <= (major, minor, patch) < (4, 0, 0)
+    else:
+        warnings.warn(
+            "Unable to find acceptable character detection dependency "
+            "(chardet or charset_normalizer).",
+            RequestsDependencyWarning,
+        )
+
+
+def _check_cryptography(cryptography_version):
+    # cryptography < 1.3.4
+    try:
+        cryptography_version = list(map(int, cryptography_version.split(".")))
+    except ValueError:
+        return
+
+    if cryptography_version < [1, 3, 4]:
+        warning = "Old version of cryptography ({}) may cause slowdown.".format(
+            cryptography_version
+        )
+        warnings.warn(warning, RequestsDependencyWarning)
+
+
+# Check imported dependencies for compatibility.
+try:
+    check_compatibility(
+        urllib3.__version__, chardet_version, charset_normalizer_version
+    )
+except (AssertionError, ValueError):
+    warnings.warn(
+        "urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported "
+        "version!".format(
+            urllib3.__version__, chardet_version, charset_normalizer_version
+        ),
+        RequestsDependencyWarning,
+    )
+
+# Attempt to enable urllib3's fallback for SNI support
+# if the standard library doesn't support SNI or the
+# 'ssl' library isn't available.
+try:
+    try:
+        import ssl
+    except ImportError:
+        ssl = None
+
+    if not getattr(ssl, "HAS_SNI", False):
+        from urllib3.contrib import pyopenssl
+
+        pyopenssl.inject_into_urllib3()
+
+        # Check cryptography version
+        from cryptography import __version__ as cryptography_version
+
+        _check_cryptography(cryptography_version)
+except ImportError:
+    pass
+
+# urllib3's DependencyWarnings should be silenced.
+from urllib3.exceptions import DependencyWarning
+
+warnings.simplefilter("ignore", DependencyWarning)
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+from logging import NullHandler
+
+from . import packages, utils
+from .__version__ import (
+    __author__,
+    __author_email__,
+    __build__,
+    __cake__,
+    __copyright__,
+    __description__,
+    __license__,
+    __title__,
+    __url__,
+    __version__,
+)
+from .api import delete, get, head, options, patch, post, put, request
+from .exceptions import (
+    ConnectionError,
+    ConnectTimeout,
+    FileModeWarning,
+    HTTPError,
+    JSONDecodeError,
+    ReadTimeout,
+    RequestException,
+    Timeout,
+    TooManyRedirects,
+    URLRequired,
+)
+from .models import PreparedRequest, Request, Response
+from .sessions import Session, session
+from .status_codes import codes
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+# FileModeWarnings go off per the default.
+warnings.simplefilter("default", FileModeWarning, append=True)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
new file mode 100644
index 000000000..2c105aca7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
@@ -0,0 +1,14 @@
+# .-. .-. .-. . . .-. .-. .-. .-.
+# |(  |-  |.| | | |-  `-.  |  `-.
+# ' ' `-' `-`.`-' `-' `-'  '  `-'
+
+__title__ = "requests"
+__description__ = "Python HTTP for Humans."
+__url__ = "https://requests.readthedocs.io"
+__version__ = "2.32.3"
+__build__ = 0x023203
+__author__ = "Kenneth Reitz"
+__author_email__ = "me@kennethreitz.org"
+__license__ = "Apache-2.0"
+__copyright__ = "Copyright Kenneth Reitz"
+__cake__ = "\u2728 \U0001f370 \u2728"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
new file mode 100644
index 000000000..f2cf635e2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
@@ -0,0 +1,50 @@
+"""
+requests._internal_utils
+~~~~~~~~~~~~~~
+
+Provides utility functions that are consumed internally by Requests
+which depend on extremely few external helpers (such as compat)
+"""
+import re
+
+from .compat import builtin_str
+
+_VALID_HEADER_NAME_RE_BYTE = re.compile(rb"^[^:\s][^:\r\n]*$")
+_VALID_HEADER_NAME_RE_STR = re.compile(r"^[^:\s][^:\r\n]*$")
+_VALID_HEADER_VALUE_RE_BYTE = re.compile(rb"^\S[^\r\n]*$|^$")
+_VALID_HEADER_VALUE_RE_STR = re.compile(r"^\S[^\r\n]*$|^$")
+
+_HEADER_VALIDATORS_STR = (_VALID_HEADER_NAME_RE_STR, _VALID_HEADER_VALUE_RE_STR)
+_HEADER_VALIDATORS_BYTE = (_VALID_HEADER_NAME_RE_BYTE, _VALID_HEADER_VALUE_RE_BYTE)
+HEADER_VALIDATORS = {
+    bytes: _HEADER_VALIDATORS_BYTE,
+    str: _HEADER_VALIDATORS_STR,
+}
+
+
+def to_native_string(string, encoding="ascii"):
+    """Given a string object, regardless of type, returns a representation of
+    that string in the native string type, encoding and decoding where
+    necessary. This assumes ASCII unless told otherwise.
+    """
+    if isinstance(string, builtin_str):
+        out = string
+    else:
+        out = string.decode(encoding)
+
+    return out
+
+
+def unicode_is_ascii(u_string):
+    """Determine if unicode string only contains ASCII characters.
+
+    :param str u_string: unicode string to check. Must be unicode
+        and not Python 2 `str`.
+    :rtype: bool
+    """
+    assert isinstance(u_string, str)
+    try:
+        u_string.encode("ascii")
+        return True
+    except UnicodeEncodeError:
+        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
new file mode 100644
index 000000000..9a58b1602
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
@@ -0,0 +1,719 @@
+"""
+requests.adapters
+~~~~~~~~~~~~~~~~~
+
+This module contains the transport adapters that Requests uses to define
+and maintain connections.
+"""
+
+import os.path
+import socket  # noqa: F401
+import typing
+import warnings
+
+from urllib3.exceptions import ClosedPoolError, ConnectTimeoutError
+from urllib3.exceptions import HTTPError as _HTTPError
+from urllib3.exceptions import InvalidHeader as _InvalidHeader
+from urllib3.exceptions import (
+    LocationValueError,
+    MaxRetryError,
+    NewConnectionError,
+    ProtocolError,
+)
+from urllib3.exceptions import ProxyError as _ProxyError
+from urllib3.exceptions import ReadTimeoutError, ResponseError
+from urllib3.exceptions import SSLError as _SSLError
+from urllib3.poolmanager import PoolManager, proxy_from_url
+from urllib3.util import Timeout as TimeoutSauce
+from urllib3.util import parse_url
+from urllib3.util.retry import Retry
+from urllib3.util.ssl_ import create_urllib3_context
+
+from .auth import _basic_auth_str
+from .compat import basestring, urlparse
+from .cookies import extract_cookies_to_jar
+from .exceptions import (
+    ConnectionError,
+    ConnectTimeout,
+    InvalidHeader,
+    InvalidProxyURL,
+    InvalidSchema,
+    InvalidURL,
+    ProxyError,
+    ReadTimeout,
+    RetryError,
+    SSLError,
+)
+from .models import Response
+from .structures import CaseInsensitiveDict
+from .utils import (
+    DEFAULT_CA_BUNDLE_PATH,
+    extract_zipped_paths,
+    get_auth_from_url,
+    get_encoding_from_headers,
+    prepend_scheme_if_needed,
+    select_proxy,
+    urldefragauth,
+)
+
+try:
+    from urllib3.contrib.socks import SOCKSProxyManager
+except ImportError:
+
+    def SOCKSProxyManager(*args, **kwargs):
+        raise InvalidSchema("Missing dependencies for SOCKS support.")
+
+
+if typing.TYPE_CHECKING:
+    from .models import PreparedRequest
+
+
+DEFAULT_POOLBLOCK = False
+DEFAULT_POOLSIZE = 10
+DEFAULT_RETRIES = 0
+DEFAULT_POOL_TIMEOUT = None
+
+
+try:
+    import ssl  # noqa: F401
+
+    _preloaded_ssl_context = create_urllib3_context()
+    _preloaded_ssl_context.load_verify_locations(
+        extract_zipped_paths(DEFAULT_CA_BUNDLE_PATH)
+    )
+except ImportError:
+    # Bypass default SSLContext creation when Python
+    # interpreter isn't built with the ssl module.
+    _preloaded_ssl_context = None
+
+
+def _urllib3_request_context(
+    request: "PreparedRequest",
+    verify: "bool | str | None",
+    client_cert: "typing.Tuple[str, str] | str | None",
+    poolmanager: "PoolManager",
+) -> "(typing.Dict[str, typing.Any], typing.Dict[str, typing.Any])":
+    host_params = {}
+    pool_kwargs = {}
+    parsed_request_url = urlparse(request.url)
+    scheme = parsed_request_url.scheme.lower()
+    port = parsed_request_url.port
+
+    # Determine if we have and should use our default SSLContext
+    # to optimize performance on standard requests.
+    poolmanager_kwargs = getattr(poolmanager, "connection_pool_kw", {})
+    has_poolmanager_ssl_context = poolmanager_kwargs.get("ssl_context")
+    should_use_default_ssl_context = (
+        _preloaded_ssl_context is not None and not has_poolmanager_ssl_context
+    )
+
+    cert_reqs = "CERT_REQUIRED"
+    if verify is False:
+        cert_reqs = "CERT_NONE"
+    elif verify is True and should_use_default_ssl_context:
+        pool_kwargs["ssl_context"] = _preloaded_ssl_context
+    elif isinstance(verify, str):
+        if not os.path.isdir(verify):
+            pool_kwargs["ca_certs"] = verify
+        else:
+            pool_kwargs["ca_cert_dir"] = verify
+    pool_kwargs["cert_reqs"] = cert_reqs
+    if client_cert is not None:
+        if isinstance(client_cert, tuple) and len(client_cert) == 2:
+            pool_kwargs["cert_file"] = client_cert[0]
+            pool_kwargs["key_file"] = client_cert[1]
+        else:
+            # According to our docs, we allow users to specify just the client
+            # cert path
+            pool_kwargs["cert_file"] = client_cert
+    host_params = {
+        "scheme": scheme,
+        "host": parsed_request_url.hostname,
+        "port": port,
+    }
+    return host_params, pool_kwargs
+
+
+class BaseAdapter:
+    """The Base Transport Adapter"""
+
+    def __init__(self):
+        super().__init__()
+
+    def send(
+        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
+    ):
+        """Sends PreparedRequest object. Returns Response object.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param stream: (optional) Whether to stream the request content.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple
+        :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use
+        :param cert: (optional) Any user-provided SSL certificate to be trusted.
+        :param proxies: (optional) The proxies dictionary to apply to the request.
+        """
+        raise NotImplementedError
+
+    def close(self):
+        """Cleans up adapter specific items."""
+        raise NotImplementedError
+
+
+class HTTPAdapter(BaseAdapter):
+    """The built-in HTTP Adapter for urllib3.
+
+    Provides a general-case interface for Requests sessions to contact HTTP and
+    HTTPS urls by implementing the Transport Adapter interface. This class will
+    usually be created by the :class:`Session <Session>` class under the
+    covers.
+
+    :param pool_connections: The number of urllib3 connection pools to cache.
+    :param pool_maxsize: The maximum number of connections to save in the pool.
+    :param max_retries: The maximum number of retries each connection
+        should attempt. Note, this applies only to failed DNS lookups, socket
+        connections and connection timeouts, never to requests where data has
+        made it to the server. By default, Requests does not retry failed
+        connections. If you need granular control over the conditions under
+        which we retry a request, import urllib3's ``Retry`` class and pass
+        that instead.
+    :param pool_block: Whether the connection pool should block for connections.
+
+    Usage::
+
+      >>> import requests
+      >>> s = requests.Session()
+      >>> a = requests.adapters.HTTPAdapter(max_retries=3)
+      >>> s.mount('http://', a)
+    """
+
+    __attrs__ = [
+        "max_retries",
+        "config",
+        "_pool_connections",
+        "_pool_maxsize",
+        "_pool_block",
+    ]
+
+    def __init__(
+        self,
+        pool_connections=DEFAULT_POOLSIZE,
+        pool_maxsize=DEFAULT_POOLSIZE,
+        max_retries=DEFAULT_RETRIES,
+        pool_block=DEFAULT_POOLBLOCK,
+    ):
+        if max_retries == DEFAULT_RETRIES:
+            self.max_retries = Retry(0, read=False)
+        else:
+            self.max_retries = Retry.from_int(max_retries)
+        self.config = {}
+        self.proxy_manager = {}
+
+        super().__init__()
+
+        self._pool_connections = pool_connections
+        self._pool_maxsize = pool_maxsize
+        self._pool_block = pool_block
+
+        self.init_poolmanager(pool_connections, pool_maxsize, block=pool_block)
+
+    def __getstate__(self):
+        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
+
+    def __setstate__(self, state):
+        # Can't handle by adding 'proxy_manager' to self.__attrs__ because
+        # self.poolmanager uses a lambda function, which isn't pickleable.
+        self.proxy_manager = {}
+        self.config = {}
+
+        for attr, value in state.items():
+            setattr(self, attr, value)
+
+        self.init_poolmanager(
+            self._pool_connections, self._pool_maxsize, block=self._pool_block
+        )
+
+    def init_poolmanager(
+        self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool_kwargs
+    ):
+        """Initializes a urllib3 PoolManager.
+
+        This method should not be called from user code, and is only
+        exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param connections: The number of urllib3 connection pools to cache.
+        :param maxsize: The maximum number of connections to save in the pool.
+        :param block: Block when no free connections are available.
+        :param pool_kwargs: Extra keyword arguments used to initialize the Pool Manager.
+        """
+        # save these values for pickling
+        self._pool_connections = connections
+        self._pool_maxsize = maxsize
+        self._pool_block = block
+
+        self.poolmanager = PoolManager(
+            num_pools=connections,
+            maxsize=maxsize,
+            block=block,
+            **pool_kwargs,
+        )
+
+    def proxy_manager_for(self, proxy, **proxy_kwargs):
+        """Return urllib3 ProxyManager for the given proxy.
+
+        This method should not be called from user code, and is only
+        exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param proxy: The proxy to return a urllib3 ProxyManager for.
+        :param proxy_kwargs: Extra keyword arguments used to configure the Proxy Manager.
+        :returns: ProxyManager
+        :rtype: urllib3.ProxyManager
+        """
+        if proxy in self.proxy_manager:
+            manager = self.proxy_manager[proxy]
+        elif proxy.lower().startswith("socks"):
+            username, password = get_auth_from_url(proxy)
+            manager = self.proxy_manager[proxy] = SOCKSProxyManager(
+                proxy,
+                username=username,
+                password=password,
+                num_pools=self._pool_connections,
+                maxsize=self._pool_maxsize,
+                block=self._pool_block,
+                **proxy_kwargs,
+            )
+        else:
+            proxy_headers = self.proxy_headers(proxy)
+            manager = self.proxy_manager[proxy] = proxy_from_url(
+                proxy,
+                proxy_headers=proxy_headers,
+                num_pools=self._pool_connections,
+                maxsize=self._pool_maxsize,
+                block=self._pool_block,
+                **proxy_kwargs,
+            )
+
+        return manager
+
+    def cert_verify(self, conn, url, verify, cert):
+        """Verify a SSL certificate. This method should not be called from user
+        code, and is only exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param conn: The urllib3 connection object associated with the cert.
+        :param url: The requested URL.
+        :param verify: Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use
+        :param cert: The SSL certificate to verify.
+        """
+        if url.lower().startswith("https") and verify:
+            conn.cert_reqs = "CERT_REQUIRED"
+
+            # Only load the CA certificates if 'verify' is a string indicating the CA bundle to use.
+            # Otherwise, if verify is a boolean, we don't load anything since
+            # the connection will be using a context with the default certificates already loaded,
+            # and this avoids a call to the slow load_verify_locations()
+            if verify is not True:
+                # `verify` must be a str with a path then
+                cert_loc = verify
+
+                if not os.path.exists(cert_loc):
+                    raise OSError(
+                        f"Could not find a suitable TLS CA certificate bundle, "
+                        f"invalid path: {cert_loc}"
+                    )
+
+                if not os.path.isdir(cert_loc):
+                    conn.ca_certs = cert_loc
+                else:
+                    conn.ca_cert_dir = cert_loc
+        else:
+            conn.cert_reqs = "CERT_NONE"
+            conn.ca_certs = None
+            conn.ca_cert_dir = None
+
+        if cert:
+            if not isinstance(cert, basestring):
+                conn.cert_file = cert[0]
+                conn.key_file = cert[1]
+            else:
+                conn.cert_file = cert
+                conn.key_file = None
+            if conn.cert_file and not os.path.exists(conn.cert_file):
+                raise OSError(
+                    f"Could not find the TLS certificate file, "
+                    f"invalid path: {conn.cert_file}"
+                )
+            if conn.key_file and not os.path.exists(conn.key_file):
+                raise OSError(
+                    f"Could not find the TLS key file, invalid path: {conn.key_file}"
+                )
+
+    def build_response(self, req, resp):
+        """Builds a :class:`Response <requests.Response>` object from a urllib3
+        response. This should not be called from user code, and is only exposed
+        for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`
+
+        :param req: The :class:`PreparedRequest <PreparedRequest>` used to generate the response.
+        :param resp: The urllib3 response object.
+        :rtype: requests.Response
+        """
+        response = Response()
+
+        # Fallback to None if there's no status_code, for whatever reason.
+        response.status_code = getattr(resp, "status", None)
+
+        # Make headers case-insensitive.
+        response.headers = CaseInsensitiveDict(getattr(resp, "headers", {}))
+
+        # Set encoding.
+        response.encoding = get_encoding_from_headers(response.headers)
+        response.raw = resp
+        response.reason = response.raw.reason
+
+        if isinstance(req.url, bytes):
+            response.url = req.url.decode("utf-8")
+        else:
+            response.url = req.url
+
+        # Add new cookies from the server.
+        extract_cookies_to_jar(response.cookies, req, resp)
+
+        # Give the Response some context.
+        response.request = req
+        response.connection = self
+
+        return response
+
+    def build_connection_pool_key_attributes(self, request, verify, cert=None):
+        """Build the PoolKey attributes used by urllib3 to return a connection.
+
+        This looks at the PreparedRequest, the user-specified verify value,
+        and the value of the cert parameter to determine what PoolKey values
+        to use to select a connection from a given urllib3 Connection Pool.
+
+        The SSL related pool key arguments are not consistently set. As of
+        this writing, use the following to determine what keys may be in that
+        dictionary:
+
+        * If ``verify`` is ``True``, ``"ssl_context"`` will be set and will be the
+          default Requests SSL Context
+        * If ``verify`` is ``False``, ``"ssl_context"`` will not be set but
+          ``"cert_reqs"`` will be set
+        * If ``verify`` is a string, (i.e., it is a user-specified trust bundle)
+          ``"ca_certs"`` will be set if the string is not a directory recognized
+          by :py:func:`os.path.isdir`, otherwise ``"ca_certs_dir"`` will be
+          set.
+        * If ``"cert"`` is specified, ``"cert_file"`` will always be set. If
+          ``"cert"`` is a tuple with a second item, ``"key_file"`` will also
+          be present
+
+        To override these settings, one may subclass this class, call this
+        method and use the above logic to change parameters as desired. For
+        example, if one wishes to use a custom :py:class:`ssl.SSLContext` one
+        must both set ``"ssl_context"`` and based on what else they require,
+        alter the other keys to ensure the desired behaviour.
+
+        :param request:
+            The PreparedReqest being sent over the connection.
+        :type request:
+            :class:`~requests.models.PreparedRequest`
+        :param verify:
+            Either a boolean, in which case it controls whether
+            we verify the server's TLS certificate, or a string, in which case it
+            must be a path to a CA bundle to use.
+        :param cert:
+            (optional) Any user-provided SSL certificate for client
+            authentication (a.k.a., mTLS). This may be a string (i.e., just
+            the path to a file which holds both certificate and key) or a
+            tuple of length 2 with the certificate file path and key file
+            path.
+        :returns:
+            A tuple of two dictionaries. The first is the "host parameters"
+            portion of the Pool Key including scheme, hostname, and port. The
+            second is a dictionary of SSLContext related parameters.
+        """
+        return _urllib3_request_context(request, verify, cert, self.poolmanager)
+
+    def get_connection_with_tls_context(self, request, verify, proxies=None, cert=None):
+        """Returns a urllib3 connection for the given request and TLS settings.
+        This should not be called from user code, and is only exposed for use
+        when subclassing the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request:
+            The :class:`PreparedRequest <PreparedRequest>` object to be sent
+            over the connection.
+        :param verify:
+            Either a boolean, in which case it controls whether we verify the
+            server's TLS certificate, or a string, in which case it must be a
+            path to a CA bundle to use.
+        :param proxies:
+            (optional) The proxies dictionary to apply to the request.
+        :param cert:
+            (optional) Any user-provided SSL certificate to be used for client
+            authentication (a.k.a., mTLS).
+        :rtype:
+            urllib3.ConnectionPool
+        """
+        proxy = select_proxy(request.url, proxies)
+        try:
+            host_params, pool_kwargs = self.build_connection_pool_key_attributes(
+                request,
+                verify,
+                cert,
+            )
+        except ValueError as e:
+            raise InvalidURL(e, request=request)
+        if proxy:
+            proxy = prepend_scheme_if_needed(proxy, "http")
+            proxy_url = parse_url(proxy)
+            if not proxy_url.host:
+                raise InvalidProxyURL(
+                    "Please check proxy URL. It is malformed "
+                    "and could be missing the host."
+                )
+            proxy_manager = self.proxy_manager_for(proxy)
+            conn = proxy_manager.connection_from_host(
+                **host_params, pool_kwargs=pool_kwargs
+            )
+        else:
+            # Only scheme should be lower case
+            conn = self.poolmanager.connection_from_host(
+                **host_params, pool_kwargs=pool_kwargs
+            )
+
+        return conn
+
+    def get_connection(self, url, proxies=None):
+        """DEPRECATED: Users should move to `get_connection_with_tls_context`
+        for all subclasses of HTTPAdapter using Requests>=2.32.2.
+
+        Returns a urllib3 connection for the given URL. This should not be
+        called from user code, and is only exposed for use when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param url: The URL to connect to.
+        :param proxies: (optional) A Requests-style dictionary of proxies used on this request.
+        :rtype: urllib3.ConnectionPool
+        """
+        warnings.warn(
+            (
+                "`get_connection` has been deprecated in favor of "
+                "`get_connection_with_tls_context`. Custom HTTPAdapter subclasses "
+                "will need to migrate for Requests>=2.32.2. Please see "
+                "https://github.com/psf/requests/pull/6710 for more details."
+            ),
+            DeprecationWarning,
+        )
+        proxy = select_proxy(url, proxies)
+
+        if proxy:
+            proxy = prepend_scheme_if_needed(proxy, "http")
+            proxy_url = parse_url(proxy)
+            if not proxy_url.host:
+                raise InvalidProxyURL(
+                    "Please check proxy URL. It is malformed "
+                    "and could be missing the host."
+                )
+            proxy_manager = self.proxy_manager_for(proxy)
+            conn = proxy_manager.connection_from_url(url)
+        else:
+            # Only scheme should be lower case
+            parsed = urlparse(url)
+            url = parsed.geturl()
+            conn = self.poolmanager.connection_from_url(url)
+
+        return conn
+
+    def close(self):
+        """Disposes of any internal state.
+
+        Currently, this closes the PoolManager and any active ProxyManager,
+        which closes any pooled connections.
+        """
+        self.poolmanager.clear()
+        for proxy in self.proxy_manager.values():
+            proxy.clear()
+
+    def request_url(self, request, proxies):
+        """Obtain the url to use when making the final request.
+
+        If the message is being sent through a HTTP proxy, the full URL has to
+        be used. Otherwise, we should only use the path portion of the URL.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs.
+        :rtype: str
+        """
+        proxy = select_proxy(request.url, proxies)
+        scheme = urlparse(request.url).scheme
+
+        is_proxied_http_request = proxy and scheme != "https"
+        using_socks_proxy = False
+        if proxy:
+            proxy_scheme = urlparse(proxy).scheme.lower()
+            using_socks_proxy = proxy_scheme.startswith("socks")
+
+        url = request.path_url
+        if url.startswith("//"):  # Don't confuse urllib3
+            url = f"/{url.lstrip('/')}"
+
+        if is_proxied_http_request and not using_socks_proxy:
+            url = urldefragauth(request.url)
+
+        return url
+
+    def add_headers(self, request, **kwargs):
+        """Add any headers needed by the connection. As of v2.0 this does
+        nothing by default, but is left for overriding by users that subclass
+        the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` to add headers to.
+        :param kwargs: The keyword arguments from the call to send().
+        """
+        pass
+
+    def proxy_headers(self, proxy):
+        """Returns a dictionary of the headers to add to any request sent
+        through a proxy. This works with urllib3 magic to ensure that they are
+        correctly sent to the proxy, rather than in a tunnelled request if
+        CONNECT is being used.
+
+        This should not be called from user code, and is only exposed for use
+        when subclassing the
+        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
+
+        :param proxy: The url of the proxy being used for this request.
+        :rtype: dict
+        """
+        headers = {}
+        username, password = get_auth_from_url(proxy)
+
+        if username:
+            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
+
+        return headers
+
+    def send(
+        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
+    ):
+        """Sends PreparedRequest object. Returns Response object.
+
+        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
+        :param stream: (optional) Whether to stream the request content.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple or urllib3 Timeout object
+        :param verify: (optional) Either a boolean, in which case it controls whether
+            we verify the server's TLS certificate, or a string, in which case it
+            must be a path to a CA bundle to use
+        :param cert: (optional) Any user-provided SSL certificate to be trusted.
+        :param proxies: (optional) The proxies dictionary to apply to the request.
+        :rtype: requests.Response
+        """
+
+        try:
+            conn = self.get_connection_with_tls_context(
+                request, verify, proxies=proxies, cert=cert
+            )
+        except LocationValueError as e:
+            raise InvalidURL(e, request=request)
+
+        self.cert_verify(conn, request.url, verify, cert)
+        url = self.request_url(request, proxies)
+        self.add_headers(
+            request,
+            stream=stream,
+            timeout=timeout,
+            verify=verify,
+            cert=cert,
+            proxies=proxies,
+        )
+
+        chunked = not (request.body is None or "Content-Length" in request.headers)
+
+        if isinstance(timeout, tuple):
+            try:
+                connect, read = timeout
+                timeout = TimeoutSauce(connect=connect, read=read)
+            except ValueError:
+                raise ValueError(
+                    f"Invalid timeout {timeout}. Pass a (connect, read) timeout tuple, "
+                    f"or a single float to set both timeouts to the same value."
+                )
+        elif isinstance(timeout, TimeoutSauce):
+            pass
+        else:
+            timeout = TimeoutSauce(connect=timeout, read=timeout)
+
+        try:
+            resp = conn.urlopen(
+                method=request.method,
+                url=url,
+                body=request.body,
+                headers=request.headers,
+                redirect=False,
+                assert_same_host=False,
+                preload_content=False,
+                decode_content=False,
+                retries=self.max_retries,
+                timeout=timeout,
+                chunked=chunked,
+            )
+
+        except (ProtocolError, OSError) as err:
+            raise ConnectionError(err, request=request)
+
+        except MaxRetryError as e:
+            if isinstance(e.reason, ConnectTimeoutError):
+                # TODO: Remove this in 3.0.0: see #2811
+                if not isinstance(e.reason, NewConnectionError):
+                    raise ConnectTimeout(e, request=request)
+
+            if isinstance(e.reason, ResponseError):
+                raise RetryError(e, request=request)
+
+            if isinstance(e.reason, _ProxyError):
+                raise ProxyError(e, request=request)
+
+            if isinstance(e.reason, _SSLError):
+                # This branch is for urllib3 v1.22 and later.
+                raise SSLError(e, request=request)
+
+            raise ConnectionError(e, request=request)
+
+        except ClosedPoolError as e:
+            raise ConnectionError(e, request=request)
+
+        except _ProxyError as e:
+            raise ProxyError(e)
+
+        except (_SSLError, _HTTPError) as e:
+            if isinstance(e, _SSLError):
+                # This branch is for urllib3 versions earlier than v1.22
+                raise SSLError(e, request=request)
+            elif isinstance(e, ReadTimeoutError):
+                raise ReadTimeout(e, request=request)
+            elif isinstance(e, _InvalidHeader):
+                raise InvalidHeader(e, request=request)
+            else:
+                raise
+
+        return self.build_response(request, resp)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
new file mode 100644
index 000000000..596074455
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
@@ -0,0 +1,157 @@
+"""
+requests.api
+~~~~~~~~~~~~
+
+This module implements the Requests API.
+
+:copyright: (c) 2012 by Kenneth Reitz.
+:license: Apache2, see LICENSE for more details.
+"""
+
+from . import sessions
+
+
+def request(method, url, **kwargs):
+    """Constructs and sends a :class:`Request <Request>`.
+
+    :param method: method for the new :class:`Request` object: ``GET``, ``OPTIONS``, ``HEAD``, ``POST``, ``PUT``, ``PATCH``, or ``DELETE``.
+    :param url: URL for the new :class:`Request` object.
+    :param params: (optional) Dictionary, list of tuples or bytes to send
+        in the query string for the :class:`Request`.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`.
+    :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`.
+    :param files: (optional) Dictionary of ``'name': file-like-objects`` (or ``{'name': file-tuple}``) for multipart encoding upload.
+        ``file-tuple`` can be a 2-tuple ``('filename', fileobj)``, 3-tuple ``('filename', fileobj, 'content_type')``
+        or a 4-tuple ``('filename', fileobj, 'content_type', custom_headers)``, where ``'content_type'`` is a string
+        defining the content type of the given file and ``custom_headers`` a dict-like object containing additional headers
+        to add for the file.
+    :param auth: (optional) Auth tuple to enable Basic/Digest/Custom HTTP Auth.
+    :param timeout: (optional) How many seconds to wait for the server to send data
+        before giving up, as a float, or a :ref:`(connect timeout, read
+        timeout) <timeouts>` tuple.
+    :type timeout: float or tuple
+    :param allow_redirects: (optional) Boolean. Enable/disable GET/OPTIONS/POST/PUT/PATCH/DELETE/HEAD redirection. Defaults to ``True``.
+    :type allow_redirects: bool
+    :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy.
+    :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use. Defaults to ``True``.
+    :param stream: (optional) if ``False``, the response content will be immediately downloaded.
+    :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.request('GET', 'https://httpbin.org/get')
+      >>> req
+      <Response [200]>
+    """
+
+    # By using the 'with' statement we are sure the session is closed, thus we
+    # avoid leaving sockets open which can trigger a ResourceWarning in some
+    # cases, and look like a memory leak in others.
+    with sessions.Session() as session:
+        return session.request(method=method, url=url, **kwargs)
+
+
+def get(url, params=None, **kwargs):
+    r"""Sends a GET request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param params: (optional) Dictionary, list of tuples or bytes to send
+        in the query string for the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("get", url, params=params, **kwargs)
+
+
+def options(url, **kwargs):
+    r"""Sends an OPTIONS request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("options", url, **kwargs)
+
+
+def head(url, **kwargs):
+    r"""Sends a HEAD request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes. If
+        `allow_redirects` is not provided, it will be set to `False` (as
+        opposed to the default :meth:`request` behavior).
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    kwargs.setdefault("allow_redirects", False)
+    return request("head", url, **kwargs)
+
+
+def post(url, data=None, json=None, **kwargs):
+    r"""Sends a POST request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("post", url, data=data, json=json, **kwargs)
+
+
+def put(url, data=None, **kwargs):
+    r"""Sends a PUT request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("put", url, data=data, **kwargs)
+
+
+def patch(url, data=None, **kwargs):
+    r"""Sends a PATCH request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+        object to send in the body of the :class:`Request`.
+    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("patch", url, data=data, **kwargs)
+
+
+def delete(url, **kwargs):
+    r"""Sends a DELETE request.
+
+    :param url: URL for the new :class:`Request` object.
+    :param \*\*kwargs: Optional arguments that ``request`` takes.
+    :return: :class:`Response <Response>` object
+    :rtype: requests.Response
+    """
+
+    return request("delete", url, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
new file mode 100644
index 000000000..4a7ce6dc1
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
@@ -0,0 +1,314 @@
+"""
+requests.auth
+~~~~~~~~~~~~~
+
+This module contains the authentication handlers for Requests.
+"""
+
+import hashlib
+import os
+import re
+import threading
+import time
+import warnings
+from base64 import b64encode
+
+from ._internal_utils import to_native_string
+from .compat import basestring, str, urlparse
+from .cookies import extract_cookies_to_jar
+from .utils import parse_dict_header
+
+CONTENT_TYPE_FORM_URLENCODED = "application/x-www-form-urlencoded"
+CONTENT_TYPE_MULTI_PART = "multipart/form-data"
+
+
+def _basic_auth_str(username, password):
+    """Returns a Basic Auth string."""
+
+    # "I want us to put a big-ol' comment on top of it that
+    # says that this behaviour is dumb but we need to preserve
+    # it because people are relying on it."
+    #    - Lukasa
+    #
+    # These are here solely to maintain backwards compatibility
+    # for things like ints. This will be removed in 3.0.0.
+    if not isinstance(username, basestring):
+        warnings.warn(
+            "Non-string usernames will no longer be supported in Requests "
+            "3.0.0. Please convert the object you've passed in ({!r}) to "
+            "a string or bytes object in the near future to avoid "
+            "problems.".format(username),
+            category=DeprecationWarning,
+        )
+        username = str(username)
+
+    if not isinstance(password, basestring):
+        warnings.warn(
+            "Non-string passwords will no longer be supported in Requests "
+            "3.0.0. Please convert the object you've passed in ({!r}) to "
+            "a string or bytes object in the near future to avoid "
+            "problems.".format(type(password)),
+            category=DeprecationWarning,
+        )
+        password = str(password)
+    # -- End Removal --
+
+    if isinstance(username, str):
+        username = username.encode("latin1")
+
+    if isinstance(password, str):
+        password = password.encode("latin1")
+
+    authstr = "Basic " + to_native_string(
+        b64encode(b":".join((username, password))).strip()
+    )
+
+    return authstr
+
+
+class AuthBase:
+    """Base class that all auth implementations derive from"""
+
+    def __call__(self, r):
+        raise NotImplementedError("Auth hooks must be callable.")
+
+
+class HTTPBasicAuth(AuthBase):
+    """Attaches HTTP Basic Authentication to the given Request object."""
+
+    def __init__(self, username, password):
+        self.username = username
+        self.password = password
+
+    def __eq__(self, other):
+        return all(
+            [
+                self.username == getattr(other, "username", None),
+                self.password == getattr(other, "password", None),
+            ]
+        )
+
+    def __ne__(self, other):
+        return not self == other
+
+    def __call__(self, r):
+        r.headers["Authorization"] = _basic_auth_str(self.username, self.password)
+        return r
+
+
+class HTTPProxyAuth(HTTPBasicAuth):
+    """Attaches HTTP Proxy Authentication to a given Request object."""
+
+    def __call__(self, r):
+        r.headers["Proxy-Authorization"] = _basic_auth_str(self.username, self.password)
+        return r
+
+
+class HTTPDigestAuth(AuthBase):
+    """Attaches HTTP Digest Authentication to the given Request object."""
+
+    def __init__(self, username, password):
+        self.username = username
+        self.password = password
+        # Keep state in per-thread local storage
+        self._thread_local = threading.local()
+
+    def init_per_thread_state(self):
+        # Ensure state is initialized just once per-thread
+        if not hasattr(self._thread_local, "init"):
+            self._thread_local.init = True
+            self._thread_local.last_nonce = ""
+            self._thread_local.nonce_count = 0
+            self._thread_local.chal = {}
+            self._thread_local.pos = None
+            self._thread_local.num_401_calls = None
+
+    def build_digest_header(self, method, url):
+        """
+        :rtype: str
+        """
+
+        realm = self._thread_local.chal["realm"]
+        nonce = self._thread_local.chal["nonce"]
+        qop = self._thread_local.chal.get("qop")
+        algorithm = self._thread_local.chal.get("algorithm")
+        opaque = self._thread_local.chal.get("opaque")
+        hash_utf8 = None
+
+        if algorithm is None:
+            _algorithm = "MD5"
+        else:
+            _algorithm = algorithm.upper()
+        # lambdas assume digest modules are imported at the top level
+        if _algorithm == "MD5" or _algorithm == "MD5-SESS":
+
+            def md5_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.md5(x).hexdigest()
+
+            hash_utf8 = md5_utf8
+        elif _algorithm == "SHA":
+
+            def sha_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha1(x).hexdigest()
+
+            hash_utf8 = sha_utf8
+        elif _algorithm == "SHA-256":
+
+            def sha256_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha256(x).hexdigest()
+
+            hash_utf8 = sha256_utf8
+        elif _algorithm == "SHA-512":
+
+            def sha512_utf8(x):
+                if isinstance(x, str):
+                    x = x.encode("utf-8")
+                return hashlib.sha512(x).hexdigest()
+
+            hash_utf8 = sha512_utf8
+
+        KD = lambda s, d: hash_utf8(f"{s}:{d}")  # noqa:E731
+
+        if hash_utf8 is None:
+            return None
+
+        # XXX not implemented yet
+        entdig = None
+        p_parsed = urlparse(url)
+        #: path is request-uri defined in RFC 2616 which should not be empty
+        path = p_parsed.path or "/"
+        if p_parsed.query:
+            path += f"?{p_parsed.query}"
+
+        A1 = f"{self.username}:{realm}:{self.password}"
+        A2 = f"{method}:{path}"
+
+        HA1 = hash_utf8(A1)
+        HA2 = hash_utf8(A2)
+
+        if nonce == self._thread_local.last_nonce:
+            self._thread_local.nonce_count += 1
+        else:
+            self._thread_local.nonce_count = 1
+        ncvalue = f"{self._thread_local.nonce_count:08x}"
+        s = str(self._thread_local.nonce_count).encode("utf-8")
+        s += nonce.encode("utf-8")
+        s += time.ctime().encode("utf-8")
+        s += os.urandom(8)
+
+        cnonce = hashlib.sha1(s).hexdigest()[:16]
+        if _algorithm == "MD5-SESS":
+            HA1 = hash_utf8(f"{HA1}:{nonce}:{cnonce}")
+
+        if not qop:
+            respdig = KD(HA1, f"{nonce}:{HA2}")
+        elif qop == "auth" or "auth" in qop.split(","):
+            noncebit = f"{nonce}:{ncvalue}:{cnonce}:auth:{HA2}"
+            respdig = KD(HA1, noncebit)
+        else:
+            # XXX handle auth-int.
+            return None
+
+        self._thread_local.last_nonce = nonce
+
+        # XXX should the partial digests be encoded too?
+        base = (
+            f'username="{self.username}", realm="{realm}", nonce="{nonce}", '
+            f'uri="{path}", response="{respdig}"'
+        )
+        if opaque:
+            base += f', opaque="{opaque}"'
+        if algorithm:
+            base += f', algorithm="{algorithm}"'
+        if entdig:
+            base += f', digest="{entdig}"'
+        if qop:
+            base += f', qop="auth", nc={ncvalue}, cnonce="{cnonce}"'
+
+        return f"Digest {base}"
+
+    def handle_redirect(self, r, **kwargs):
+        """Reset num_401_calls counter on redirects."""
+        if r.is_redirect:
+            self._thread_local.num_401_calls = 1
+
+    def handle_401(self, r, **kwargs):
+        """
+        Takes the given response and tries digest-auth, if needed.
+
+        :rtype: requests.Response
+        """
+
+        # If response is not 4xx, do not auth
+        # See https://github.com/psf/requests/issues/3772
+        if not 400 <= r.status_code < 500:
+            self._thread_local.num_401_calls = 1
+            return r
+
+        if self._thread_local.pos is not None:
+            # Rewind the file position indicator of the body to where
+            # it was to resend the request.
+            r.request.body.seek(self._thread_local.pos)
+        s_auth = r.headers.get("www-authenticate", "")
+
+        if "digest" in s_auth.lower() and self._thread_local.num_401_calls < 2:
+            self._thread_local.num_401_calls += 1
+            pat = re.compile(r"digest ", flags=re.IGNORECASE)
+            self._thread_local.chal = parse_dict_header(pat.sub("", s_auth, count=1))
+
+            # Consume content and release the original connection
+            # to allow our new request to reuse the same one.
+            r.content
+            r.close()
+            prep = r.request.copy()
+            extract_cookies_to_jar(prep._cookies, r.request, r.raw)
+            prep.prepare_cookies(prep._cookies)
+
+            prep.headers["Authorization"] = self.build_digest_header(
+                prep.method, prep.url
+            )
+            _r = r.connection.send(prep, **kwargs)
+            _r.history.append(r)
+            _r.request = prep
+
+            return _r
+
+        self._thread_local.num_401_calls = 1
+        return r
+
+    def __call__(self, r):
+        # Initialize per-thread state, if needed
+        self.init_per_thread_state()
+        # If we have a saved nonce, skip the 401
+        if self._thread_local.last_nonce:
+            r.headers["Authorization"] = self.build_digest_header(r.method, r.url)
+        try:
+            self._thread_local.pos = r.body.tell()
+        except AttributeError:
+            # In the case of HTTPDigestAuth being reused and the body of
+            # the previous request was a file-like object, pos has the
+            # file position of the previous body. Ensure it's set to
+            # None.
+            self._thread_local.pos = None
+        r.register_hook("response", self.handle_401)
+        r.register_hook("response", self.handle_redirect)
+        self._thread_local.num_401_calls = 1
+
+        return r
+
+    def __eq__(self, other):
+        return all(
+            [
+                self.username == getattr(other, "username", None),
+                self.password == getattr(other, "password", None),
+            ]
+        )
+
+    def __ne__(self, other):
+        return not self == other
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
new file mode 100644
index 000000000..be422c3e9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
@@ -0,0 +1,17 @@
+#!/usr/bin/env python
+
+"""
+requests.certs
+~~~~~~~~~~~~~~
+
+This module returns the preferred default CA certificate bundle. There is
+only one — the one from the certifi package.
+
+If you are packaging Requests, e.g., for a Linux distribution or a managed
+environment, you can change the definition of where() to return a separately
+packaged CA bundle.
+"""
+from certifi import where
+
+if __name__ == "__main__":
+    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
new file mode 100644
index 000000000..095de1b6c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
@@ -0,0 +1,94 @@
+"""
+requests.compat
+~~~~~~~~~~~~~~~
+
+This module previously handled import compatibility issues
+between Python 2 and Python 3. It remains for backwards
+compatibility until the next major version.
+"""
+
+import importlib
+import sys
+
+# -------------------
+# Character Detection
+# -------------------
+
+
+def _resolve_char_detection():
+    """Find supported character detection libraries."""
+    chardet = None
+    for lib in ("chardet", "charset_normalizer"):
+        if chardet is None:
+            try:
+                chardet = importlib.import_module(lib)
+            except ImportError:
+                pass
+    return chardet
+
+
+chardet = _resolve_char_detection()
+
+# -------
+# Pythons
+# -------
+
+# Syntax sugar.
+_ver = sys.version_info
+
+#: Python 2.x?
+is_py2 = _ver[0] == 2
+
+#: Python 3.x?
+is_py3 = _ver[0] == 3
+
+# json/simplejson module import resolution
+has_simplejson = False
+try:
+    import simplejson as json
+
+    has_simplejson = True
+except ImportError:
+    import json
+
+if has_simplejson:
+    from simplejson import JSONDecodeError
+else:
+    from json import JSONDecodeError
+
+# Keep OrderedDict for backwards compatibility.
+from collections import OrderedDict
+from collections.abc import Callable, Mapping, MutableMapping
+from http import cookiejar as cookielib
+from http.cookies import Morsel
+from io import StringIO
+
+# --------------
+# Legacy Imports
+# --------------
+from urllib.parse import (
+    quote,
+    quote_plus,
+    unquote,
+    unquote_plus,
+    urldefrag,
+    urlencode,
+    urljoin,
+    urlparse,
+    urlsplit,
+    urlunparse,
+)
+from urllib.request import (
+    getproxies,
+    getproxies_environment,
+    parse_http_list,
+    proxy_bypass,
+    proxy_bypass_environment,
+)
+
+builtin_str = str
+str = str
+bytes = bytes
+basestring = (str, bytes)
+numeric_types = (int, float)
+integer_types = (int,)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
new file mode 100644
index 000000000..f69d0cda9
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
@@ -0,0 +1,561 @@
+"""
+requests.cookies
+~~~~~~~~~~~~~~~~
+
+Compatibility code to be able to use `http.cookiejar.CookieJar` with requests.
+
+requests.utils imports from here, so be careful with imports.
+"""
+
+import calendar
+import copy
+import time
+
+from ._internal_utils import to_native_string
+from .compat import Morsel, MutableMapping, cookielib, urlparse, urlunparse
+
+try:
+    import threading
+except ImportError:
+    import dummy_threading as threading
+
+
+class MockRequest:
+    """Wraps a `requests.Request` to mimic a `urllib2.Request`.
+
+    The code in `http.cookiejar.CookieJar` expects this interface in order to correctly
+    manage cookie policies, i.e., determine whether a cookie can be set, given the
+    domains of the request and the cookie.
+
+    The original request object is read-only. The client is responsible for collecting
+    the new headers via `get_new_headers()` and interpreting them appropriately. You
+    probably want `get_cookie_header`, defined below.
+    """
+
+    def __init__(self, request):
+        self._r = request
+        self._new_headers = {}
+        self.type = urlparse(self._r.url).scheme
+
+    def get_type(self):
+        return self.type
+
+    def get_host(self):
+        return urlparse(self._r.url).netloc
+
+    def get_origin_req_host(self):
+        return self.get_host()
+
+    def get_full_url(self):
+        # Only return the response's URL if the user hadn't set the Host
+        # header
+        if not self._r.headers.get("Host"):
+            return self._r.url
+        # If they did set it, retrieve it and reconstruct the expected domain
+        host = to_native_string(self._r.headers["Host"], encoding="utf-8")
+        parsed = urlparse(self._r.url)
+        # Reconstruct the URL as we expect it
+        return urlunparse(
+            [
+                parsed.scheme,
+                host,
+                parsed.path,
+                parsed.params,
+                parsed.query,
+                parsed.fragment,
+            ]
+        )
+
+    def is_unverifiable(self):
+        return True
+
+    def has_header(self, name):
+        return name in self._r.headers or name in self._new_headers
+
+    def get_header(self, name, default=None):
+        return self._r.headers.get(name, self._new_headers.get(name, default))
+
+    def add_header(self, key, val):
+        """cookiejar has no legitimate use for this method; add it back if you find one."""
+        raise NotImplementedError(
+            "Cookie headers should be added with add_unredirected_header()"
+        )
+
+    def add_unredirected_header(self, name, value):
+        self._new_headers[name] = value
+
+    def get_new_headers(self):
+        return self._new_headers
+
+    @property
+    def unverifiable(self):
+        return self.is_unverifiable()
+
+    @property
+    def origin_req_host(self):
+        return self.get_origin_req_host()
+
+    @property
+    def host(self):
+        return self.get_host()
+
+
+class MockResponse:
+    """Wraps a `httplib.HTTPMessage` to mimic a `urllib.addinfourl`.
+
+    ...what? Basically, expose the parsed HTTP headers from the server response
+    the way `http.cookiejar` expects to see them.
+    """
+
+    def __init__(self, headers):
+        """Make a MockResponse for `cookiejar` to read.
+
+        :param headers: a httplib.HTTPMessage or analogous carrying the headers
+        """
+        self._headers = headers
+
+    def info(self):
+        return self._headers
+
+    def getheaders(self, name):
+        self._headers.getheaders(name)
+
+
+def extract_cookies_to_jar(jar, request, response):
+    """Extract the cookies from the response into a CookieJar.
+
+    :param jar: http.cookiejar.CookieJar (not necessarily a RequestsCookieJar)
+    :param request: our own requests.Request object
+    :param response: urllib3.HTTPResponse object
+    """
+    if not (hasattr(response, "_original_response") and response._original_response):
+        return
+    # the _original_response field is the wrapped httplib.HTTPResponse object,
+    req = MockRequest(request)
+    # pull out the HTTPMessage with the headers and put it in the mock:
+    res = MockResponse(response._original_response.msg)
+    jar.extract_cookies(res, req)
+
+
+def get_cookie_header(jar, request):
+    """
+    Produce an appropriate Cookie header string to be sent with `request`, or None.
+
+    :rtype: str
+    """
+    r = MockRequest(request)
+    jar.add_cookie_header(r)
+    return r.get_new_headers().get("Cookie")
+
+
+def remove_cookie_by_name(cookiejar, name, domain=None, path=None):
+    """Unsets a cookie by name, by default over all domains and paths.
+
+    Wraps CookieJar.clear(), is O(n).
+    """
+    clearables = []
+    for cookie in cookiejar:
+        if cookie.name != name:
+            continue
+        if domain is not None and domain != cookie.domain:
+            continue
+        if path is not None and path != cookie.path:
+            continue
+        clearables.append((cookie.domain, cookie.path, cookie.name))
+
+    for domain, path, name in clearables:
+        cookiejar.clear(domain, path, name)
+
+
+class CookieConflictError(RuntimeError):
+    """There are two cookies that meet the criteria specified in the cookie jar.
+    Use .get and .set and include domain and path args in order to be more specific.
+    """
+
+
+class RequestsCookieJar(cookielib.CookieJar, MutableMapping):
+    """Compatibility class; is a http.cookiejar.CookieJar, but exposes a dict
+    interface.
+
+    This is the CookieJar we create by default for requests and sessions that
+    don't specify one, since some clients may expect response.cookies and
+    session.cookies to support dict operations.
+
+    Requests does not use the dict interface internally; it's just for
+    compatibility with external client code. All requests code should work
+    out of the box with externally provided instances of ``CookieJar``, e.g.
+    ``LWPCookieJar`` and ``FileCookieJar``.
+
+    Unlike a regular CookieJar, this class is pickleable.
+
+    .. warning:: dictionary operations that are normally O(1) may be O(n).
+    """
+
+    def get(self, name, default=None, domain=None, path=None):
+        """Dict-like get() that also supports optional domain and path args in
+        order to resolve naming collisions from using one cookie jar over
+        multiple domains.
+
+        .. warning:: operation is O(n), not O(1).
+        """
+        try:
+            return self._find_no_duplicates(name, domain, path)
+        except KeyError:
+            return default
+
+    def set(self, name, value, **kwargs):
+        """Dict-like set() that also supports optional domain and path args in
+        order to resolve naming collisions from using one cookie jar over
+        multiple domains.
+        """
+        # support client code that unsets cookies by assignment of a None value:
+        if value is None:
+            remove_cookie_by_name(
+                self, name, domain=kwargs.get("domain"), path=kwargs.get("path")
+            )
+            return
+
+        if isinstance(value, Morsel):
+            c = morsel_to_cookie(value)
+        else:
+            c = create_cookie(name, value, **kwargs)
+        self.set_cookie(c)
+        return c
+
+    def iterkeys(self):
+        """Dict-like iterkeys() that returns an iterator of names of cookies
+        from the jar.
+
+        .. seealso:: itervalues() and iteritems().
+        """
+        for cookie in iter(self):
+            yield cookie.name
+
+    def keys(self):
+        """Dict-like keys() that returns a list of names of cookies from the
+        jar.
+
+        .. seealso:: values() and items().
+        """
+        return list(self.iterkeys())
+
+    def itervalues(self):
+        """Dict-like itervalues() that returns an iterator of values of cookies
+        from the jar.
+
+        .. seealso:: iterkeys() and iteritems().
+        """
+        for cookie in iter(self):
+            yield cookie.value
+
+    def values(self):
+        """Dict-like values() that returns a list of values of cookies from the
+        jar.
+
+        .. seealso:: keys() and items().
+        """
+        return list(self.itervalues())
+
+    def iteritems(self):
+        """Dict-like iteritems() that returns an iterator of name-value tuples
+        from the jar.
+
+        .. seealso:: iterkeys() and itervalues().
+        """
+        for cookie in iter(self):
+            yield cookie.name, cookie.value
+
+    def items(self):
+        """Dict-like items() that returns a list of name-value tuples from the
+        jar. Allows client-code to call ``dict(RequestsCookieJar)`` and get a
+        vanilla python dict of key value pairs.
+
+        .. seealso:: keys() and values().
+        """
+        return list(self.iteritems())
+
+    def list_domains(self):
+        """Utility method to list all the domains in the jar."""
+        domains = []
+        for cookie in iter(self):
+            if cookie.domain not in domains:
+                domains.append(cookie.domain)
+        return domains
+
+    def list_paths(self):
+        """Utility method to list all the paths in the jar."""
+        paths = []
+        for cookie in iter(self):
+            if cookie.path not in paths:
+                paths.append(cookie.path)
+        return paths
+
+    def multiple_domains(self):
+        """Returns True if there are multiple domains in the jar.
+        Returns False otherwise.
+
+        :rtype: bool
+        """
+        domains = []
+        for cookie in iter(self):
+            if cookie.domain is not None and cookie.domain in domains:
+                return True
+            domains.append(cookie.domain)
+        return False  # there is only one domain in jar
+
+    def get_dict(self, domain=None, path=None):
+        """Takes as an argument an optional domain and path and returns a plain
+        old Python dict of name-value pairs of cookies that meet the
+        requirements.
+
+        :rtype: dict
+        """
+        dictionary = {}
+        for cookie in iter(self):
+            if (domain is None or cookie.domain == domain) and (
+                path is None or cookie.path == path
+            ):
+                dictionary[cookie.name] = cookie.value
+        return dictionary
+
+    def __contains__(self, name):
+        try:
+            return super().__contains__(name)
+        except CookieConflictError:
+            return True
+
+    def __getitem__(self, name):
+        """Dict-like __getitem__() for compatibility with client code. Throws
+        exception if there are more than one cookie with name. In that case,
+        use the more explicit get() method instead.
+
+        .. warning:: operation is O(n), not O(1).
+        """
+        return self._find_no_duplicates(name)
+
+    def __setitem__(self, name, value):
+        """Dict-like __setitem__ for compatibility with client code. Throws
+        exception if there is already a cookie of that name in the jar. In that
+        case, use the more explicit set() method instead.
+        """
+        self.set(name, value)
+
+    def __delitem__(self, name):
+        """Deletes a cookie given a name. Wraps ``http.cookiejar.CookieJar``'s
+        ``remove_cookie_by_name()``.
+        """
+        remove_cookie_by_name(self, name)
+
+    def set_cookie(self, cookie, *args, **kwargs):
+        if (
+            hasattr(cookie.value, "startswith")
+            and cookie.value.startswith('"')
+            and cookie.value.endswith('"')
+        ):
+            cookie.value = cookie.value.replace('\\"', "")
+        return super().set_cookie(cookie, *args, **kwargs)
+
+    def update(self, other):
+        """Updates this jar with cookies from another CookieJar or dict-like"""
+        if isinstance(other, cookielib.CookieJar):
+            for cookie in other:
+                self.set_cookie(copy.copy(cookie))
+        else:
+            super().update(other)
+
+    def _find(self, name, domain=None, path=None):
+        """Requests uses this method internally to get cookie values.
+
+        If there are conflicting cookies, _find arbitrarily chooses one.
+        See _find_no_duplicates if you want an exception thrown if there are
+        conflicting cookies.
+
+        :param name: a string containing name of cookie
+        :param domain: (optional) string containing domain of cookie
+        :param path: (optional) string containing path of cookie
+        :return: cookie.value
+        """
+        for cookie in iter(self):
+            if cookie.name == name:
+                if domain is None or cookie.domain == domain:
+                    if path is None or cookie.path == path:
+                        return cookie.value
+
+        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
+
+    def _find_no_duplicates(self, name, domain=None, path=None):
+        """Both ``__get_item__`` and ``get`` call this function: it's never
+        used elsewhere in Requests.
+
+        :param name: a string containing name of cookie
+        :param domain: (optional) string containing domain of cookie
+        :param path: (optional) string containing path of cookie
+        :raises KeyError: if cookie is not found
+        :raises CookieConflictError: if there are multiple cookies
+            that match name and optionally domain and path
+        :return: cookie.value
+        """
+        toReturn = None
+        for cookie in iter(self):
+            if cookie.name == name:
+                if domain is None or cookie.domain == domain:
+                    if path is None or cookie.path == path:
+                        if toReturn is not None:
+                            # if there are multiple cookies that meet passed in criteria
+                            raise CookieConflictError(
+                                f"There are multiple cookies with name, {name!r}"
+                            )
+                        # we will eventually return this as long as no cookie conflict
+                        toReturn = cookie.value
+
+        if toReturn:
+            return toReturn
+        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
+
+    def __getstate__(self):
+        """Unlike a normal CookieJar, this class is pickleable."""
+        state = self.__dict__.copy()
+        # remove the unpickleable RLock object
+        state.pop("_cookies_lock")
+        return state
+
+    def __setstate__(self, state):
+        """Unlike a normal CookieJar, this class is pickleable."""
+        self.__dict__.update(state)
+        if "_cookies_lock" not in self.__dict__:
+            self._cookies_lock = threading.RLock()
+
+    def copy(self):
+        """Return a copy of this RequestsCookieJar."""
+        new_cj = RequestsCookieJar()
+        new_cj.set_policy(self.get_policy())
+        new_cj.update(self)
+        return new_cj
+
+    def get_policy(self):
+        """Return the CookiePolicy instance used."""
+        return self._policy
+
+
+def _copy_cookie_jar(jar):
+    if jar is None:
+        return None
+
+    if hasattr(jar, "copy"):
+        # We're dealing with an instance of RequestsCookieJar
+        return jar.copy()
+    # We're dealing with a generic CookieJar instance
+    new_jar = copy.copy(jar)
+    new_jar.clear()
+    for cookie in jar:
+        new_jar.set_cookie(copy.copy(cookie))
+    return new_jar
+
+
+def create_cookie(name, value, **kwargs):
+    """Make a cookie from underspecified parameters.
+
+    By default, the pair of `name` and `value` will be set for the domain ''
+    and sent on every request (this is sometimes called a "supercookie").
+    """
+    result = {
+        "version": 0,
+        "name": name,
+        "value": value,
+        "port": None,
+        "domain": "",
+        "path": "/",
+        "secure": False,
+        "expires": None,
+        "discard": True,
+        "comment": None,
+        "comment_url": None,
+        "rest": {"HttpOnly": None},
+        "rfc2109": False,
+    }
+
+    badargs = set(kwargs) - set(result)
+    if badargs:
+        raise TypeError(
+            f"create_cookie() got unexpected keyword arguments: {list(badargs)}"
+        )
+
+    result.update(kwargs)
+    result["port_specified"] = bool(result["port"])
+    result["domain_specified"] = bool(result["domain"])
+    result["domain_initial_dot"] = result["domain"].startswith(".")
+    result["path_specified"] = bool(result["path"])
+
+    return cookielib.Cookie(**result)
+
+
+def morsel_to_cookie(morsel):
+    """Convert a Morsel object into a Cookie containing the one k/v pair."""
+
+    expires = None
+    if morsel["max-age"]:
+        try:
+            expires = int(time.time() + int(morsel["max-age"]))
+        except ValueError:
+            raise TypeError(f"max-age: {morsel['max-age']} must be integer")
+    elif morsel["expires"]:
+        time_template = "%a, %d-%b-%Y %H:%M:%S GMT"
+        expires = calendar.timegm(time.strptime(morsel["expires"], time_template))
+    return create_cookie(
+        comment=morsel["comment"],
+        comment_url=bool(morsel["comment"]),
+        discard=False,
+        domain=morsel["domain"],
+        expires=expires,
+        name=morsel.key,
+        path=morsel["path"],
+        port=None,
+        rest={"HttpOnly": morsel["httponly"]},
+        rfc2109=False,
+        secure=bool(morsel["secure"]),
+        value=morsel.value,
+        version=morsel["version"] or 0,
+    )
+
+
+def cookiejar_from_dict(cookie_dict, cookiejar=None, overwrite=True):
+    """Returns a CookieJar from a key/value dictionary.
+
+    :param cookie_dict: Dict of key/values to insert into CookieJar.
+    :param cookiejar: (optional) A cookiejar to add the cookies to.
+    :param overwrite: (optional) If False, will not replace cookies
+        already in the jar with new ones.
+    :rtype: CookieJar
+    """
+    if cookiejar is None:
+        cookiejar = RequestsCookieJar()
+
+    if cookie_dict is not None:
+        names_from_jar = [cookie.name for cookie in cookiejar]
+        for name in cookie_dict:
+            if overwrite or (name not in names_from_jar):
+                cookiejar.set_cookie(create_cookie(name, cookie_dict[name]))
+
+    return cookiejar
+
+
+def merge_cookies(cookiejar, cookies):
+    """Add cookies to cookiejar and returns a merged CookieJar.
+
+    :param cookiejar: CookieJar object to add the cookies to.
+    :param cookies: Dictionary or CookieJar object to be added.
+    :rtype: CookieJar
+    """
+    if not isinstance(cookiejar, cookielib.CookieJar):
+        raise ValueError("You can only merge into CookieJar")
+
+    if isinstance(cookies, dict):
+        cookiejar = cookiejar_from_dict(cookies, cookiejar=cookiejar, overwrite=False)
+    elif isinstance(cookies, cookielib.CookieJar):
+        try:
+            cookiejar.update(cookies)
+        except AttributeError:
+            for cookie_in_jar in cookies:
+                cookiejar.set_cookie(cookie_in_jar)
+
+    return cookiejar
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
new file mode 100644
index 000000000..83986b489
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
@@ -0,0 +1,151 @@
+"""
+requests.exceptions
+~~~~~~~~~~~~~~~~~~~
+
+This module contains the set of Requests' exceptions.
+"""
+from urllib3.exceptions import HTTPError as BaseHTTPError
+
+from .compat import JSONDecodeError as CompatJSONDecodeError
+
+
+class RequestException(IOError):
+    """There was an ambiguous exception that occurred while handling your
+    request.
+    """
+
+    def __init__(self, *args, **kwargs):
+        """Initialize RequestException with `request` and `response` objects."""
+        response = kwargs.pop("response", None)
+        self.response = response
+        self.request = kwargs.pop("request", None)
+        if response is not None and not self.request and hasattr(response, "request"):
+            self.request = self.response.request
+        super().__init__(*args, **kwargs)
+
+
+class InvalidJSONError(RequestException):
+    """A JSON error occurred."""
+
+
+class JSONDecodeError(InvalidJSONError, CompatJSONDecodeError):
+    """Couldn't decode the text into json"""
+
+    def __init__(self, *args, **kwargs):
+        """
+        Construct the JSONDecodeError instance first with all
+        args. Then use it's args to construct the IOError so that
+        the json specific args aren't used as IOError specific args
+        and the error message from JSONDecodeError is preserved.
+        """
+        CompatJSONDecodeError.__init__(self, *args)
+        InvalidJSONError.__init__(self, *self.args, **kwargs)
+
+    def __reduce__(self):
+        """
+        The __reduce__ method called when pickling the object must
+        be the one from the JSONDecodeError (be it json/simplejson)
+        as it expects all the arguments for instantiation, not just
+        one like the IOError, and the MRO would by default call the
+        __reduce__ method from the IOError due to the inheritance order.
+        """
+        return CompatJSONDecodeError.__reduce__(self)
+
+
+class HTTPError(RequestException):
+    """An HTTP error occurred."""
+
+
+class ConnectionError(RequestException):
+    """A Connection error occurred."""
+
+
+class ProxyError(ConnectionError):
+    """A proxy error occurred."""
+
+
+class SSLError(ConnectionError):
+    """An SSL error occurred."""
+
+
+class Timeout(RequestException):
+    """The request timed out.
+
+    Catching this error will catch both
+    :exc:`~requests.exceptions.ConnectTimeout` and
+    :exc:`~requests.exceptions.ReadTimeout` errors.
+    """
+
+
+class ConnectTimeout(ConnectionError, Timeout):
+    """The request timed out while trying to connect to the remote server.
+
+    Requests that produced this error are safe to retry.
+    """
+
+
+class ReadTimeout(Timeout):
+    """The server did not send any data in the allotted amount of time."""
+
+
+class URLRequired(RequestException):
+    """A valid URL is required to make a request."""
+
+
+class TooManyRedirects(RequestException):
+    """Too many redirects."""
+
+
+class MissingSchema(RequestException, ValueError):
+    """The URL scheme (e.g. http or https) is missing."""
+
+
+class InvalidSchema(RequestException, ValueError):
+    """The URL scheme provided is either invalid or unsupported."""
+
+
+class InvalidURL(RequestException, ValueError):
+    """The URL provided was somehow invalid."""
+
+
+class InvalidHeader(RequestException, ValueError):
+    """The header value provided was somehow invalid."""
+
+
+class InvalidProxyURL(InvalidURL):
+    """The proxy URL provided is invalid."""
+
+
+class ChunkedEncodingError(RequestException):
+    """The server declared chunked encoding but sent an invalid chunk."""
+
+
+class ContentDecodingError(RequestException, BaseHTTPError):
+    """Failed to decode response content."""
+
+
+class StreamConsumedError(RequestException, TypeError):
+    """The content for this response was already consumed."""
+
+
+class RetryError(RequestException):
+    """Custom retries logic failed"""
+
+
+class UnrewindableBodyError(RequestException):
+    """Requests encountered an error when trying to rewind a body."""
+
+
+# Warnings
+
+
+class RequestsWarning(Warning):
+    """Base warning for Requests."""
+
+
+class FileModeWarning(RequestsWarning, DeprecationWarning):
+    """A file was opened in text mode, but Requests determined its binary length."""
+
+
+class RequestsDependencyWarning(RequestsWarning):
+    """An imported dependency doesn't match the expected version range."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
new file mode 100644
index 000000000..8fbcd6560
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
@@ -0,0 +1,134 @@
+"""Module containing bug report helper(s)."""
+
+import json
+import platform
+import ssl
+import sys
+
+import idna
+import urllib3
+
+from . import __version__ as requests_version
+
+try:
+    import charset_normalizer
+except ImportError:
+    charset_normalizer = None
+
+try:
+    import chardet
+except ImportError:
+    chardet = None
+
+try:
+    from urllib3.contrib import pyopenssl
+except ImportError:
+    pyopenssl = None
+    OpenSSL = None
+    cryptography = None
+else:
+    import cryptography
+    import OpenSSL
+
+
+def _implementation():
+    """Return a dict with the Python implementation and version.
+
+    Provide both the name and the version of the Python implementation
+    currently running. For example, on CPython 3.10.3 it will return
+    {'name': 'CPython', 'version': '3.10.3'}.
+
+    This function works best on CPython and PyPy: in particular, it probably
+    doesn't work for Jython or IronPython. Future investigation should be done
+    to work out the correct shape of the code for those platforms.
+    """
+    implementation = platform.python_implementation()
+
+    if implementation == "CPython":
+        implementation_version = platform.python_version()
+    elif implementation == "PyPy":
+        implementation_version = "{}.{}.{}".format(
+            sys.pypy_version_info.major,
+            sys.pypy_version_info.minor,
+            sys.pypy_version_info.micro,
+        )
+        if sys.pypy_version_info.releaselevel != "final":
+            implementation_version = "".join(
+                [implementation_version, sys.pypy_version_info.releaselevel]
+            )
+    elif implementation == "Jython":
+        implementation_version = platform.python_version()  # Complete Guess
+    elif implementation == "IronPython":
+        implementation_version = platform.python_version()  # Complete Guess
+    else:
+        implementation_version = "Unknown"
+
+    return {"name": implementation, "version": implementation_version}
+
+
+def info():
+    """Generate information for a bug report."""
+    try:
+        platform_info = {
+            "system": platform.system(),
+            "release": platform.release(),
+        }
+    except OSError:
+        platform_info = {
+            "system": "Unknown",
+            "release": "Unknown",
+        }
+
+    implementation_info = _implementation()
+    urllib3_info = {"version": urllib3.__version__}
+    charset_normalizer_info = {"version": None}
+    chardet_info = {"version": None}
+    if charset_normalizer:
+        charset_normalizer_info = {"version": charset_normalizer.__version__}
+    if chardet:
+        chardet_info = {"version": chardet.__version__}
+
+    pyopenssl_info = {
+        "version": None,
+        "openssl_version": "",
+    }
+    if OpenSSL:
+        pyopenssl_info = {
+            "version": OpenSSL.__version__,
+            "openssl_version": f"{OpenSSL.SSL.OPENSSL_VERSION_NUMBER:x}",
+        }
+    cryptography_info = {
+        "version": getattr(cryptography, "__version__", ""),
+    }
+    idna_info = {
+        "version": getattr(idna, "__version__", ""),
+    }
+
+    system_ssl = ssl.OPENSSL_VERSION_NUMBER
+    system_ssl_info = {"version": f"{system_ssl:x}" if system_ssl is not None else ""}
+
+    return {
+        "platform": platform_info,
+        "implementation": implementation_info,
+        "system_ssl": system_ssl_info,
+        "using_pyopenssl": pyopenssl is not None,
+        "using_charset_normalizer": chardet is None,
+        "pyOpenSSL": pyopenssl_info,
+        "urllib3": urllib3_info,
+        "chardet": chardet_info,
+        "charset_normalizer": charset_normalizer_info,
+        "cryptography": cryptography_info,
+        "idna": idna_info,
+        "requests": {
+            "version": requests_version,
+        },
+    }
+
+
+def main():
+    """Pretty-print the bug information as JSON."""
+    print(json.dumps(info(), sort_keys=True, indent=2))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
new file mode 100644
index 000000000..d181ba2ec
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
@@ -0,0 +1,33 @@
+"""
+requests.hooks
+~~~~~~~~~~~~~~
+
+This module provides the capabilities for the Requests hooks system.
+
+Available hooks:
+
+``response``:
+    The response generated from a Request.
+"""
+HOOKS = ["response"]
+
+
+def default_hooks():
+    return {event: [] for event in HOOKS}
+
+
+# TODO: response is the only one
+
+
+def dispatch_hook(key, hooks, hook_data, **kwargs):
+    """Dispatches a hook dictionary on a given piece of data."""
+    hooks = hooks or {}
+    hooks = hooks.get(key)
+    if hooks:
+        if hasattr(hooks, "__call__"):
+            hooks = [hooks]
+        for hook in hooks:
+            _hook_data = hook(hook_data, **kwargs)
+            if _hook_data is not None:
+                hook_data = _hook_data
+    return hook_data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
new file mode 100644
index 000000000..8f56ca7d2
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
@@ -0,0 +1,1037 @@
+"""
+requests.models
+~~~~~~~~~~~~~~~
+
+This module contains the primary objects that power Requests.
+"""
+
+import datetime
+
+# Import encoding now, to avoid implicit import later.
+# Implicit import within threads may cause LookupError when standard library is in a ZIP,
+# such as in Embedded Python. See https://github.com/psf/requests/issues/3578.
+import encodings.idna  # noqa: F401
+from io import UnsupportedOperation
+
+from urllib3.exceptions import (
+    DecodeError,
+    LocationParseError,
+    ProtocolError,
+    ReadTimeoutError,
+    SSLError,
+)
+from urllib3.fields import RequestField
+from urllib3.filepost import encode_multipart_formdata
+from urllib3.util import parse_url
+
+from ._internal_utils import to_native_string, unicode_is_ascii
+from .auth import HTTPBasicAuth
+from .compat import (
+    Callable,
+    JSONDecodeError,
+    Mapping,
+    basestring,
+    builtin_str,
+    chardet,
+    cookielib,
+)
+from .compat import json as complexjson
+from .compat import urlencode, urlsplit, urlunparse
+from .cookies import _copy_cookie_jar, cookiejar_from_dict, get_cookie_header
+from .exceptions import (
+    ChunkedEncodingError,
+    ConnectionError,
+    ContentDecodingError,
+    HTTPError,
+    InvalidJSONError,
+    InvalidURL,
+)
+from .exceptions import JSONDecodeError as RequestsJSONDecodeError
+from .exceptions import MissingSchema
+from .exceptions import SSLError as RequestsSSLError
+from .exceptions import StreamConsumedError
+from .hooks import default_hooks
+from .status_codes import codes
+from .structures import CaseInsensitiveDict
+from .utils import (
+    check_header_validity,
+    get_auth_from_url,
+    guess_filename,
+    guess_json_utf,
+    iter_slices,
+    parse_header_links,
+    requote_uri,
+    stream_decode_response_unicode,
+    super_len,
+    to_key_val_list,
+)
+
+#: The set of HTTP status codes that indicate an automatically
+#: processable redirect.
+REDIRECT_STATI = (
+    codes.moved,  # 301
+    codes.found,  # 302
+    codes.other,  # 303
+    codes.temporary_redirect,  # 307
+    codes.permanent_redirect,  # 308
+)
+
+DEFAULT_REDIRECT_LIMIT = 30
+CONTENT_CHUNK_SIZE = 10 * 1024
+ITER_CHUNK_SIZE = 512
+
+
+class RequestEncodingMixin:
+    @property
+    def path_url(self):
+        """Build the path URL to use."""
+
+        url = []
+
+        p = urlsplit(self.url)
+
+        path = p.path
+        if not path:
+            path = "/"
+
+        url.append(path)
+
+        query = p.query
+        if query:
+            url.append("?")
+            url.append(query)
+
+        return "".join(url)
+
+    @staticmethod
+    def _encode_params(data):
+        """Encode parameters in a piece of data.
+
+        Will successfully encode parameters when passed as a dict or a list of
+        2-tuples. Order is retained if data is a list of 2-tuples but arbitrary
+        if parameters are supplied as a dict.
+        """
+
+        if isinstance(data, (str, bytes)):
+            return data
+        elif hasattr(data, "read"):
+            return data
+        elif hasattr(data, "__iter__"):
+            result = []
+            for k, vs in to_key_val_list(data):
+                if isinstance(vs, basestring) or not hasattr(vs, "__iter__"):
+                    vs = [vs]
+                for v in vs:
+                    if v is not None:
+                        result.append(
+                            (
+                                k.encode("utf-8") if isinstance(k, str) else k,
+                                v.encode("utf-8") if isinstance(v, str) else v,
+                            )
+                        )
+            return urlencode(result, doseq=True)
+        else:
+            return data
+
+    @staticmethod
+    def _encode_files(files, data):
+        """Build the body for a multipart/form-data request.
+
+        Will successfully encode files when passed as a dict or a list of
+        tuples. Order is retained if data is a list of tuples but arbitrary
+        if parameters are supplied as a dict.
+        The tuples may be 2-tuples (filename, fileobj), 3-tuples (filename, fileobj, contentype)
+        or 4-tuples (filename, fileobj, contentype, custom_headers).
+        """
+        if not files:
+            raise ValueError("Files must be provided.")
+        elif isinstance(data, basestring):
+            raise ValueError("Data must not be a string.")
+
+        new_fields = []
+        fields = to_key_val_list(data or {})
+        files = to_key_val_list(files or {})
+
+        for field, val in fields:
+            if isinstance(val, basestring) or not hasattr(val, "__iter__"):
+                val = [val]
+            for v in val:
+                if v is not None:
+                    # Don't call str() on bytestrings: in Py3 it all goes wrong.
+                    if not isinstance(v, bytes):
+                        v = str(v)
+
+                    new_fields.append(
+                        (
+                            field.decode("utf-8")
+                            if isinstance(field, bytes)
+                            else field,
+                            v.encode("utf-8") if isinstance(v, str) else v,
+                        )
+                    )
+
+        for k, v in files:
+            # support for explicit filename
+            ft = None
+            fh = None
+            if isinstance(v, (tuple, list)):
+                if len(v) == 2:
+                    fn, fp = v
+                elif len(v) == 3:
+                    fn, fp, ft = v
+                else:
+                    fn, fp, ft, fh = v
+            else:
+                fn = guess_filename(v) or k
+                fp = v
+
+            if isinstance(fp, (str, bytes, bytearray)):
+                fdata = fp
+            elif hasattr(fp, "read"):
+                fdata = fp.read()
+            elif fp is None:
+                continue
+            else:
+                fdata = fp
+
+            rf = RequestField(name=k, data=fdata, filename=fn, headers=fh)
+            rf.make_multipart(content_type=ft)
+            new_fields.append(rf)
+
+        body, content_type = encode_multipart_formdata(new_fields)
+
+        return body, content_type
+
+
+class RequestHooksMixin:
+    def register_hook(self, event, hook):
+        """Properly register a hook."""
+
+        if event not in self.hooks:
+            raise ValueError(f'Unsupported event specified, with event name "{event}"')
+
+        if isinstance(hook, Callable):
+            self.hooks[event].append(hook)
+        elif hasattr(hook, "__iter__"):
+            self.hooks[event].extend(h for h in hook if isinstance(h, Callable))
+
+    def deregister_hook(self, event, hook):
+        """Deregister a previously registered hook.
+        Returns True if the hook existed, False if not.
+        """
+
+        try:
+            self.hooks[event].remove(hook)
+            return True
+        except ValueError:
+            return False
+
+
+class Request(RequestHooksMixin):
+    """A user-created :class:`Request <Request>` object.
+
+    Used to prepare a :class:`PreparedRequest <PreparedRequest>`, which is sent to the server.
+
+    :param method: HTTP method to use.
+    :param url: URL to send.
+    :param headers: dictionary of headers to send.
+    :param files: dictionary of {filename: fileobject} files to multipart upload.
+    :param data: the body to attach to the request. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param json: json for the body to attach to the request (if files or data is not specified).
+    :param params: URL parameters to append to the URL. If a dictionary or
+        list of tuples ``[(key, value)]`` is provided, form-encoding will
+        take place.
+    :param auth: Auth handler or (user, pass) tuple.
+    :param cookies: dictionary or CookieJar of cookies to attach to this request.
+    :param hooks: dictionary of callback hooks, for internal usage.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> req.prepare()
+      <PreparedRequest [GET]>
+    """
+
+    def __init__(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+        # Default empty dicts for dict params.
+        data = [] if data is None else data
+        files = [] if files is None else files
+        headers = {} if headers is None else headers
+        params = {} if params is None else params
+        hooks = {} if hooks is None else hooks
+
+        self.hooks = default_hooks()
+        for k, v in list(hooks.items()):
+            self.register_hook(event=k, hook=v)
+
+        self.method = method
+        self.url = url
+        self.headers = headers
+        self.files = files
+        self.data = data
+        self.json = json
+        self.params = params
+        self.auth = auth
+        self.cookies = cookies
+
+    def __repr__(self):
+        return f"<Request [{self.method}]>"
+
+    def prepare(self):
+        """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it."""
+        p = PreparedRequest()
+        p.prepare(
+            method=self.method,
+            url=self.url,
+            headers=self.headers,
+            files=self.files,
+            data=self.data,
+            json=self.json,
+            params=self.params,
+            auth=self.auth,
+            cookies=self.cookies,
+            hooks=self.hooks,
+        )
+        return p
+
+
+class PreparedRequest(RequestEncodingMixin, RequestHooksMixin):
+    """The fully mutable :class:`PreparedRequest <PreparedRequest>` object,
+    containing the exact bytes that will be sent to the server.
+
+    Instances are generated from a :class:`Request <Request>` object, and
+    should not be instantiated manually; doing so may produce undesirable
+    effects.
+
+    Usage::
+
+      >>> import requests
+      >>> req = requests.Request('GET', 'https://httpbin.org/get')
+      >>> r = req.prepare()
+      >>> r
+      <PreparedRequest [GET]>
+
+      >>> s = requests.Session()
+      >>> s.send(r)
+      <Response [200]>
+    """
+
+    def __init__(self):
+        #: HTTP verb to send to the server.
+        self.method = None
+        #: HTTP URL to send the request to.
+        self.url = None
+        #: dictionary of HTTP headers.
+        self.headers = None
+        # The `CookieJar` used to create the Cookie header will be stored here
+        # after prepare_cookies is called
+        self._cookies = None
+        #: request body to send to the server.
+        self.body = None
+        #: dictionary of callback hooks, for internal usage.
+        self.hooks = default_hooks()
+        #: integer denoting starting position of a readable file-like body.
+        self._body_position = None
+
+    def prepare(
+        self,
+        method=None,
+        url=None,
+        headers=None,
+        files=None,
+        data=None,
+        params=None,
+        auth=None,
+        cookies=None,
+        hooks=None,
+        json=None,
+    ):
+        """Prepares the entire request with the given parameters."""
+
+        self.prepare_method(method)
+        self.prepare_url(url, params)
+        self.prepare_headers(headers)
+        self.prepare_cookies(cookies)
+        self.prepare_body(data, files, json)
+        self.prepare_auth(auth, url)
+
+        # Note that prepare_auth must be last to enable authentication schemes
+        # such as OAuth to work on a fully prepared request.
+
+        # This MUST go after prepare_auth. Authenticators could add a hook
+        self.prepare_hooks(hooks)
+
+    def __repr__(self):
+        return f"<PreparedRequest [{self.method}]>"
+
+    def copy(self):
+        p = PreparedRequest()
+        p.method = self.method
+        p.url = self.url
+        p.headers = self.headers.copy() if self.headers is not None else None
+        p._cookies = _copy_cookie_jar(self._cookies)
+        p.body = self.body
+        p.hooks = self.hooks
+        p._body_position = self._body_position
+        return p
+
+    def prepare_method(self, method):
+        """Prepares the given HTTP method."""
+        self.method = method
+        if self.method is not None:
+            self.method = to_native_string(self.method.upper())
+
+    @staticmethod
+    def _get_idna_encoded_host(host):
+        import idna
+
+        try:
+            host = idna.encode(host, uts46=True).decode("utf-8")
+        except idna.IDNAError:
+            raise UnicodeError
+        return host
+
+    def prepare_url(self, url, params):
+        """Prepares the given HTTP URL."""
+        #: Accept objects that have string representations.
+        #: We're unable to blindly call unicode/str functions
+        #: as this will include the bytestring indicator (b'')
+        #: on python 3.x.
+        #: https://github.com/psf/requests/pull/2238
+        if isinstance(url, bytes):
+            url = url.decode("utf8")
+        else:
+            url = str(url)
+
+        # Remove leading whitespaces from url
+        url = url.lstrip()
+
+        # Don't do any URL preparation for non-HTTP schemes like `mailto`,
+        # `data` etc to work around exceptions from `url_parse`, which
+        # handles RFC 3986 only.
+        if ":" in url and not url.lower().startswith("http"):
+            self.url = url
+            return
+
+        # Support for unicode domain names and paths.
+        try:
+            scheme, auth, host, port, path, query, fragment = parse_url(url)
+        except LocationParseError as e:
+            raise InvalidURL(*e.args)
+
+        if not scheme:
+            raise MissingSchema(
+                f"Invalid URL {url!r}: No scheme supplied. "
+                f"Perhaps you meant https://{url}?"
+            )
+
+        if not host:
+            raise InvalidURL(f"Invalid URL {url!r}: No host supplied")
+
+        # In general, we want to try IDNA encoding the hostname if the string contains
+        # non-ASCII characters. This allows users to automatically get the correct IDNA
+        # behaviour. For strings containing only ASCII characters, we need to also verify
+        # it doesn't start with a wildcard (*), before allowing the unencoded hostname.
+        if not unicode_is_ascii(host):
+            try:
+                host = self._get_idna_encoded_host(host)
+            except UnicodeError:
+                raise InvalidURL("URL has an invalid label.")
+        elif host.startswith(("*", ".")):
+            raise InvalidURL("URL has an invalid label.")
+
+        # Carefully reconstruct the network location
+        netloc = auth or ""
+        if netloc:
+            netloc += "@"
+        netloc += host
+        if port:
+            netloc += f":{port}"
+
+        # Bare domains aren't valid URLs.
+        if not path:
+            path = "/"
+
+        if isinstance(params, (str, bytes)):
+            params = to_native_string(params)
+
+        enc_params = self._encode_params(params)
+        if enc_params:
+            if query:
+                query = f"{query}&{enc_params}"
+            else:
+                query = enc_params
+
+        url = requote_uri(urlunparse([scheme, netloc, path, None, query, fragment]))
+        self.url = url
+
+    def prepare_headers(self, headers):
+        """Prepares the given HTTP headers."""
+
+        self.headers = CaseInsensitiveDict()
+        if headers:
+            for header in headers.items():
+                # Raise exception on invalid header value.
+                check_header_validity(header)
+                name, value = header
+                self.headers[to_native_string(name)] = value
+
+    def prepare_body(self, data, files, json=None):
+        """Prepares the given HTTP body data."""
+
+        # Check if file, fo, generator, iterator.
+        # If not, run through normal process.
+
+        # Nottin' on you.
+        body = None
+        content_type = None
+
+        if not data and json is not None:
+            # urllib3 requires a bytes-like body. Python 2's json.dumps
+            # provides this natively, but Python 3 gives a Unicode string.
+            content_type = "application/json"
+
+            try:
+                body = complexjson.dumps(json, allow_nan=False)
+            except ValueError as ve:
+                raise InvalidJSONError(ve, request=self)
+
+            if not isinstance(body, bytes):
+                body = body.encode("utf-8")
+
+        is_stream = all(
+            [
+                hasattr(data, "__iter__"),
+                not isinstance(data, (basestring, list, tuple, Mapping)),
+            ]
+        )
+
+        if is_stream:
+            try:
+                length = super_len(data)
+            except (TypeError, AttributeError, UnsupportedOperation):
+                length = None
+
+            body = data
+
+            if getattr(body, "tell", None) is not None:
+                # Record the current file position before reading.
+                # This will allow us to rewind a file in the event
+                # of a redirect.
+                try:
+                    self._body_position = body.tell()
+                except OSError:
+                    # This differentiates from None, allowing us to catch
+                    # a failed `tell()` later when trying to rewind the body
+                    self._body_position = object()
+
+            if files:
+                raise NotImplementedError(
+                    "Streamed bodies and files are mutually exclusive."
+                )
+
+            if length:
+                self.headers["Content-Length"] = builtin_str(length)
+            else:
+                self.headers["Transfer-Encoding"] = "chunked"
+        else:
+            # Multi-part file uploads.
+            if files:
+                (body, content_type) = self._encode_files(files, data)
+            else:
+                if data:
+                    body = self._encode_params(data)
+                    if isinstance(data, basestring) or hasattr(data, "read"):
+                        content_type = None
+                    else:
+                        content_type = "application/x-www-form-urlencoded"
+
+            self.prepare_content_length(body)
+
+            # Add content-type if it wasn't explicitly provided.
+            if content_type and ("content-type" not in self.headers):
+                self.headers["Content-Type"] = content_type
+
+        self.body = body
+
+    def prepare_content_length(self, body):
+        """Prepare Content-Length header based on request method and body"""
+        if body is not None:
+            length = super_len(body)
+            if length:
+                # If length exists, set it. Otherwise, we fallback
+                # to Transfer-Encoding: chunked.
+                self.headers["Content-Length"] = builtin_str(length)
+        elif (
+            self.method not in ("GET", "HEAD")
+            and self.headers.get("Content-Length") is None
+        ):
+            # Set Content-Length to 0 for methods that can have a body
+            # but don't provide one. (i.e. not GET or HEAD)
+            self.headers["Content-Length"] = "0"
+
+    def prepare_auth(self, auth, url=""):
+        """Prepares the given HTTP auth data."""
+
+        # If no Auth is explicitly provided, extract it from the URL first.
+        if auth is None:
+            url_auth = get_auth_from_url(self.url)
+            auth = url_auth if any(url_auth) else None
+
+        if auth:
+            if isinstance(auth, tuple) and len(auth) == 2:
+                # special-case basic HTTP auth
+                auth = HTTPBasicAuth(*auth)
+
+            # Allow auth to make its changes.
+            r = auth(self)
+
+            # Update self to reflect the auth changes.
+            self.__dict__.update(r.__dict__)
+
+            # Recompute Content-Length
+            self.prepare_content_length(self.body)
+
+    def prepare_cookies(self, cookies):
+        """Prepares the given HTTP cookie data.
+
+        This function eventually generates a ``Cookie`` header from the
+        given cookies using cookielib. Due to cookielib's design, the header
+        will not be regenerated if it already exists, meaning this function
+        can only be called once for the life of the
+        :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls
+        to ``prepare_cookies`` will have no actual effect, unless the "Cookie"
+        header is removed beforehand.
+        """
+        if isinstance(cookies, cookielib.CookieJar):
+            self._cookies = cookies
+        else:
+            self._cookies = cookiejar_from_dict(cookies)
+
+        cookie_header = get_cookie_header(self._cookies, self)
+        if cookie_header is not None:
+            self.headers["Cookie"] = cookie_header
+
+    def prepare_hooks(self, hooks):
+        """Prepares the given hooks."""
+        # hooks can be passed as None to the prepare method and to this
+        # method. To prevent iterating over None, simply use an empty list
+        # if hooks is False-y
+        hooks = hooks or []
+        for event in hooks:
+            self.register_hook(event, hooks[event])
+
+
+class Response:
+    """The :class:`Response <Response>` object, which contains a
+    server's response to an HTTP request.
+    """
+
+    __attrs__ = [
+        "_content",
+        "status_code",
+        "headers",
+        "url",
+        "history",
+        "encoding",
+        "reason",
+        "cookies",
+        "elapsed",
+        "request",
+    ]
+
+    def __init__(self):
+        self._content = False
+        self._content_consumed = False
+        self._next = None
+
+        #: Integer Code of responded HTTP Status, e.g. 404 or 200.
+        self.status_code = None
+
+        #: Case-insensitive Dictionary of Response Headers.
+        #: For example, ``headers['content-encoding']`` will return the
+        #: value of a ``'Content-Encoding'`` response header.
+        self.headers = CaseInsensitiveDict()
+
+        #: File-like object representation of response (for advanced usage).
+        #: Use of ``raw`` requires that ``stream=True`` be set on the request.
+        #: This requirement does not apply for use internally to Requests.
+        self.raw = None
+
+        #: Final URL location of Response.
+        self.url = None
+
+        #: Encoding to decode with when accessing r.text.
+        self.encoding = None
+
+        #: A list of :class:`Response <Response>` objects from
+        #: the history of the Request. Any redirect responses will end
+        #: up here. The list is sorted from the oldest to the most recent request.
+        self.history = []
+
+        #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK".
+        self.reason = None
+
+        #: A CookieJar of Cookies the server sent back.
+        self.cookies = cookiejar_from_dict({})
+
+        #: The amount of time elapsed between sending the request
+        #: and the arrival of the response (as a timedelta).
+        #: This property specifically measures the time taken between sending
+        #: the first byte of the request and finishing parsing the headers. It
+        #: is therefore unaffected by consuming the response content or the
+        #: value of the ``stream`` keyword argument.
+        self.elapsed = datetime.timedelta(0)
+
+        #: The :class:`PreparedRequest <PreparedRequest>` object to which this
+        #: is a response.
+        self.request = None
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self.close()
+
+    def __getstate__(self):
+        # Consume everything; accessing the content attribute makes
+        # sure the content has been fully read.
+        if not self._content_consumed:
+            self.content
+
+        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
+
+    def __setstate__(self, state):
+        for name, value in state.items():
+            setattr(self, name, value)
+
+        # pickled objects do not have .raw
+        setattr(self, "_content_consumed", True)
+        setattr(self, "raw", None)
+
+    def __repr__(self):
+        return f"<Response [{self.status_code}]>"
+
+    def __bool__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __nonzero__(self):
+        """Returns True if :attr:`status_code` is less than 400.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code, is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        return self.ok
+
+    def __iter__(self):
+        """Allows you to use a response as an iterator."""
+        return self.iter_content(128)
+
+    @property
+    def ok(self):
+        """Returns True if :attr:`status_code` is less than 400, False if not.
+
+        This attribute checks if the status code of the response is between
+        400 and 600 to see if there was a client error or a server error. If
+        the status code is between 200 and 400, this will return True. This
+        is **not** a check to see if the response code is ``200 OK``.
+        """
+        try:
+            self.raise_for_status()
+        except HTTPError:
+            return False
+        return True
+
+    @property
+    def is_redirect(self):
+        """True if this Response is a well-formed HTTP redirect that could have
+        been processed automatically (by :meth:`Session.resolve_redirects`).
+        """
+        return "location" in self.headers and self.status_code in REDIRECT_STATI
+
+    @property
+    def is_permanent_redirect(self):
+        """True if this Response one of the permanent versions of redirect."""
+        return "location" in self.headers and self.status_code in (
+            codes.moved_permanently,
+            codes.permanent_redirect,
+        )
+
+    @property
+    def next(self):
+        """Returns a PreparedRequest for the next request in a redirect chain, if there is one."""
+        return self._next
+
+    @property
+    def apparent_encoding(self):
+        """The apparent encoding, provided by the charset_normalizer or chardet libraries."""
+        if chardet is not None:
+            return chardet.detect(self.content)["encoding"]
+        else:
+            # If no character detection library is available, we'll fall back
+            # to a standard Python utf-8 str.
+            return "utf-8"
+
+    def iter_content(self, chunk_size=1, decode_unicode=False):
+        """Iterates over the response data.  When stream=True is set on the
+        request, this avoids reading the content at once into memory for
+        large responses.  The chunk size is the number of bytes it should
+        read into memory.  This is not necessarily the length of each item
+        returned as decoding can take place.
+
+        chunk_size must be of type int or None. A value of None will
+        function differently depending on the value of `stream`.
+        stream=True will read data as it arrives in whatever size the
+        chunks are received. If stream=False, data is returned as
+        a single chunk.
+
+        If decode_unicode is True, content will be decoded using the best
+        available encoding based on the response.
+        """
+
+        def generate():
+            # Special case for urllib3.
+            if hasattr(self.raw, "stream"):
+                try:
+                    yield from self.raw.stream(chunk_size, decode_content=True)
+                except ProtocolError as e:
+                    raise ChunkedEncodingError(e)
+                except DecodeError as e:
+                    raise ContentDecodingError(e)
+                except ReadTimeoutError as e:
+                    raise ConnectionError(e)
+                except SSLError as e:
+                    raise RequestsSSLError(e)
+            else:
+                # Standard file-like object.
+                while True:
+                    chunk = self.raw.read(chunk_size)
+                    if not chunk:
+                        break
+                    yield chunk
+
+            self._content_consumed = True
+
+        if self._content_consumed and isinstance(self._content, bool):
+            raise StreamConsumedError()
+        elif chunk_size is not None and not isinstance(chunk_size, int):
+            raise TypeError(
+                f"chunk_size must be an int, it is instead a {type(chunk_size)}."
+            )
+        # simulate reading small chunks of the content
+        reused_chunks = iter_slices(self._content, chunk_size)
+
+        stream_chunks = generate()
+
+        chunks = reused_chunks if self._content_consumed else stream_chunks
+
+        if decode_unicode:
+            chunks = stream_decode_response_unicode(chunks, self)
+
+        return chunks
+
+    def iter_lines(
+        self, chunk_size=ITER_CHUNK_SIZE, decode_unicode=False, delimiter=None
+    ):
+        """Iterates over the response data, one line at a time.  When
+        stream=True is set on the request, this avoids reading the
+        content at once into memory for large responses.
+
+        .. note:: This method is not reentrant safe.
+        """
+
+        pending = None
+
+        for chunk in self.iter_content(
+            chunk_size=chunk_size, decode_unicode=decode_unicode
+        ):
+            if pending is not None:
+                chunk = pending + chunk
+
+            if delimiter:
+                lines = chunk.split(delimiter)
+            else:
+                lines = chunk.splitlines()
+
+            if lines and lines[-1] and chunk and lines[-1][-1] == chunk[-1]:
+                pending = lines.pop()
+            else:
+                pending = None
+
+            yield from lines
+
+        if pending is not None:
+            yield pending
+
+    @property
+    def content(self):
+        """Content of the response, in bytes."""
+
+        if self._content is False:
+            # Read the contents.
+            if self._content_consumed:
+                raise RuntimeError("The content for this response was already consumed")
+
+            if self.status_code == 0 or self.raw is None:
+                self._content = None
+            else:
+                self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
+
+        self._content_consumed = True
+        # don't need to release the connection; that's been handled by urllib3
+        # since we exhausted the data.
+        return self._content
+
+    @property
+    def text(self):
+        """Content of the response, in unicode.
+
+        If Response.encoding is None, encoding will be guessed using
+        ``charset_normalizer`` or ``chardet``.
+
+        The encoding of the response content is determined based solely on HTTP
+        headers, following RFC 2616 to the letter. If you can take advantage of
+        non-HTTP knowledge to make a better guess at the encoding, you should
+        set ``r.encoding`` appropriately before accessing this property.
+        """
+
+        # Try charset from content-type
+        content = None
+        encoding = self.encoding
+
+        if not self.content:
+            return ""
+
+        # Fallback to auto-detected encoding.
+        if self.encoding is None:
+            encoding = self.apparent_encoding
+
+        # Decode unicode from given encoding.
+        try:
+            content = str(self.content, encoding, errors="replace")
+        except (LookupError, TypeError):
+            # A LookupError is raised if the encoding was not found which could
+            # indicate a misspelling or similar mistake.
+            #
+            # A TypeError can be raised if encoding is None
+            #
+            # So we try blindly encoding.
+            content = str(self.content, errors="replace")
+
+        return content
+
+    def json(self, **kwargs):
+        r"""Returns the json-encoded content of a response, if any.
+
+        :param \*\*kwargs: Optional arguments that ``json.loads`` takes.
+        :raises requests.exceptions.JSONDecodeError: If the response body does not
+            contain valid json.
+        """
+
+        if not self.encoding and self.content and len(self.content) > 3:
+            # No encoding set. JSON RFC 4627 section 3 states we should expect
+            # UTF-8, -16 or -32. Detect which one to use; If the detection or
+            # decoding fails, fall back to `self.text` (using charset_normalizer to make
+            # a best guess).
+            encoding = guess_json_utf(self.content)
+            if encoding is not None:
+                try:
+                    return complexjson.loads(self.content.decode(encoding), **kwargs)
+                except UnicodeDecodeError:
+                    # Wrong UTF codec detected; usually because it's not UTF-8
+                    # but some other 8-bit codec.  This is an RFC violation,
+                    # and the server didn't bother to tell us what codec *was*
+                    # used.
+                    pass
+                except JSONDecodeError as e:
+                    raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+        try:
+            return complexjson.loads(self.text, **kwargs)
+        except JSONDecodeError as e:
+            # Catch JSON-related errors and raise as requests.JSONDecodeError
+            # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
+            raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
+
+    @property
+    def links(self):
+        """Returns the parsed header links of the response, if any."""
+
+        header = self.headers.get("link")
+
+        resolved_links = {}
+
+        if header:
+            links = parse_header_links(header)
+
+            for link in links:
+                key = link.get("rel") or link.get("url")
+                resolved_links[key] = link
+
+        return resolved_links
+
+    def raise_for_status(self):
+        """Raises :class:`HTTPError`, if one occurred."""
+
+        http_error_msg = ""
+        if isinstance(self.reason, bytes):
+            # We attempt to decode utf-8 first because some servers
+            # choose to localize their reason strings. If the string
+            # isn't utf-8, we fall back to iso-8859-1 for all other
+            # encodings. (See PR #3538)
+            try:
+                reason = self.reason.decode("utf-8")
+            except UnicodeDecodeError:
+                reason = self.reason.decode("iso-8859-1")
+        else:
+            reason = self.reason
+
+        if 400 <= self.status_code < 500:
+            http_error_msg = (
+                f"{self.status_code} Client Error: {reason} for url: {self.url}"
+            )
+
+        elif 500 <= self.status_code < 600:
+            http_error_msg = (
+                f"{self.status_code} Server Error: {reason} for url: {self.url}"
+            )
+
+        if http_error_msg:
+            raise HTTPError(http_error_msg, response=self)
+
+    def close(self):
+        """Releases the connection back to the pool. Once this method has been
+        called the underlying ``raw`` object must not be accessed again.
+
+        *Note: Should not normally need to be called explicitly.*
+        """
+        if not self._content_consumed:
+            self.raw.close()
+
+        release_conn = getattr(self.raw, "release_conn", None)
+        if release_conn is not None:
+            release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
new file mode 100644
index 000000000..5ab3d8e25
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
@@ -0,0 +1,23 @@
+import sys
+
+from .compat import chardet
+
+# This code exists for backwards compatibility reasons.
+# I don't like it either. Just look the other way. :)
+
+for package in ("urllib3", "idna"):
+    locals()[package] = __import__(package)
+    # This traversal is apparently necessary such that the identities are
+    # preserved (requests.packages.urllib3.* is urllib3.*)
+    for mod in list(sys.modules):
+        if mod == package or mod.startswith(f"{package}."):
+            sys.modules[f"requests.packages.{mod}"] = sys.modules[mod]
+
+if chardet is not None:
+    target = chardet.__name__
+    for mod in list(sys.modules):
+        if mod == target or mod.startswith(f"{target}."):
+            imported_mod = sys.modules[mod]
+            sys.modules[f"requests.packages.{mod}"] = imported_mod
+            mod = mod.replace(target, "chardet")
+            sys.modules[f"requests.packages.{mod}"] = imported_mod
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
new file mode 100644
index 000000000..b387bc36d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
@@ -0,0 +1,831 @@
+"""
+requests.sessions
+~~~~~~~~~~~~~~~~~
+
+This module provides a Session object to manage and persist settings across
+requests (cookies, auth, proxies).
+"""
+import os
+import sys
+import time
+from collections import OrderedDict
+from datetime import timedelta
+
+from ._internal_utils import to_native_string
+from .adapters import HTTPAdapter
+from .auth import _basic_auth_str
+from .compat import Mapping, cookielib, urljoin, urlparse
+from .cookies import (
+    RequestsCookieJar,
+    cookiejar_from_dict,
+    extract_cookies_to_jar,
+    merge_cookies,
+)
+from .exceptions import (
+    ChunkedEncodingError,
+    ContentDecodingError,
+    InvalidSchema,
+    TooManyRedirects,
+)
+from .hooks import default_hooks, dispatch_hook
+
+# formerly defined here, reexposed here for backward compatibility
+from .models import (  # noqa: F401
+    DEFAULT_REDIRECT_LIMIT,
+    REDIRECT_STATI,
+    PreparedRequest,
+    Request,
+)
+from .status_codes import codes
+from .structures import CaseInsensitiveDict
+from .utils import (  # noqa: F401
+    DEFAULT_PORTS,
+    default_headers,
+    get_auth_from_url,
+    get_environ_proxies,
+    get_netrc_auth,
+    requote_uri,
+    resolve_proxies,
+    rewind_body,
+    should_bypass_proxies,
+    to_key_val_list,
+)
+
+# Preferred clock, based on which one is more accurate on a given system.
+if sys.platform == "win32":
+    preferred_clock = time.perf_counter
+else:
+    preferred_clock = time.time
+
+
+def merge_setting(request_setting, session_setting, dict_class=OrderedDict):
+    """Determines appropriate setting for a given request, taking into account
+    the explicit setting on that request, and the setting in the session. If a
+    setting is a dictionary, they will be merged together using `dict_class`
+    """
+
+    if session_setting is None:
+        return request_setting
+
+    if request_setting is None:
+        return session_setting
+
+    # Bypass if not a dictionary (e.g. verify)
+    if not (
+        isinstance(session_setting, Mapping) and isinstance(request_setting, Mapping)
+    ):
+        return request_setting
+
+    merged_setting = dict_class(to_key_val_list(session_setting))
+    merged_setting.update(to_key_val_list(request_setting))
+
+    # Remove keys that are set to None. Extract keys first to avoid altering
+    # the dictionary during iteration.
+    none_keys = [k for (k, v) in merged_setting.items() if v is None]
+    for key in none_keys:
+        del merged_setting[key]
+
+    return merged_setting
+
+
+def merge_hooks(request_hooks, session_hooks, dict_class=OrderedDict):
+    """Properly merges both requests and session hooks.
+
+    This is necessary because when request_hooks == {'response': []}, the
+    merge breaks Session hooks entirely.
+    """
+    if session_hooks is None or session_hooks.get("response") == []:
+        return request_hooks
+
+    if request_hooks is None or request_hooks.get("response") == []:
+        return session_hooks
+
+    return merge_setting(request_hooks, session_hooks, dict_class)
+
+
+class SessionRedirectMixin:
+    def get_redirect_target(self, resp):
+        """Receives a Response. Returns a redirect URI or ``None``"""
+        # Due to the nature of how requests processes redirects this method will
+        # be called at least once upon the original response and at least twice
+        # on each subsequent redirect response (if any).
+        # If a custom mixin is used to handle this logic, it may be advantageous
+        # to cache the redirect location onto the response object as a private
+        # attribute.
+        if resp.is_redirect:
+            location = resp.headers["location"]
+            # Currently the underlying http module on py3 decode headers
+            # in latin1, but empirical evidence suggests that latin1 is very
+            # rarely used with non-ASCII characters in HTTP headers.
+            # It is more likely to get UTF8 header rather than latin1.
+            # This causes incorrect handling of UTF8 encoded location headers.
+            # To solve this, we re-encode the location in latin1.
+            location = location.encode("latin1")
+            return to_native_string(location, "utf8")
+        return None
+
+    def should_strip_auth(self, old_url, new_url):
+        """Decide whether Authorization header should be removed when redirecting"""
+        old_parsed = urlparse(old_url)
+        new_parsed = urlparse(new_url)
+        if old_parsed.hostname != new_parsed.hostname:
+            return True
+        # Special case: allow http -> https redirect when using the standard
+        # ports. This isn't specified by RFC 7235, but is kept to avoid
+        # breaking backwards compatibility with older versions of requests
+        # that allowed any redirects on the same host.
+        if (
+            old_parsed.scheme == "http"
+            and old_parsed.port in (80, None)
+            and new_parsed.scheme == "https"
+            and new_parsed.port in (443, None)
+        ):
+            return False
+
+        # Handle default port usage corresponding to scheme.
+        changed_port = old_parsed.port != new_parsed.port
+        changed_scheme = old_parsed.scheme != new_parsed.scheme
+        default_port = (DEFAULT_PORTS.get(old_parsed.scheme, None), None)
+        if (
+            not changed_scheme
+            and old_parsed.port in default_port
+            and new_parsed.port in default_port
+        ):
+            return False
+
+        # Standard case: root URI must match
+        return changed_port or changed_scheme
+
+    def resolve_redirects(
+        self,
+        resp,
+        req,
+        stream=False,
+        timeout=None,
+        verify=True,
+        cert=None,
+        proxies=None,
+        yield_requests=False,
+        **adapter_kwargs,
+    ):
+        """Receives a Response. Returns a generator of Responses or Requests."""
+
+        hist = []  # keep track of history
+
+        url = self.get_redirect_target(resp)
+        previous_fragment = urlparse(req.url).fragment
+        while url:
+            prepared_request = req.copy()
+
+            # Update history and keep track of redirects.
+            # resp.history must ignore the original request in this loop
+            hist.append(resp)
+            resp.history = hist[1:]
+
+            try:
+                resp.content  # Consume socket so it can be released
+            except (ChunkedEncodingError, ContentDecodingError, RuntimeError):
+                resp.raw.read(decode_content=False)
+
+            if len(resp.history) >= self.max_redirects:
+                raise TooManyRedirects(
+                    f"Exceeded {self.max_redirects} redirects.", response=resp
+                )
+
+            # Release the connection back into the pool.
+            resp.close()
+
+            # Handle redirection without scheme (see: RFC 1808 Section 4)
+            if url.startswith("//"):
+                parsed_rurl = urlparse(resp.url)
+                url = ":".join([to_native_string(parsed_rurl.scheme), url])
+
+            # Normalize url case and attach previous fragment if needed (RFC 7231 7.1.2)
+            parsed = urlparse(url)
+            if parsed.fragment == "" and previous_fragment:
+                parsed = parsed._replace(fragment=previous_fragment)
+            elif parsed.fragment:
+                previous_fragment = parsed.fragment
+            url = parsed.geturl()
+
+            # Facilitate relative 'location' headers, as allowed by RFC 7231.
+            # (e.g. '/path/to/resource' instead of 'http://domain.tld/path/to/resource')
+            # Compliant with RFC3986, we percent encode the url.
+            if not parsed.netloc:
+                url = urljoin(resp.url, requote_uri(url))
+            else:
+                url = requote_uri(url)
+
+            prepared_request.url = to_native_string(url)
+
+            self.rebuild_method(prepared_request, resp)
+
+            # https://github.com/psf/requests/issues/1084
+            if resp.status_code not in (
+                codes.temporary_redirect,
+                codes.permanent_redirect,
+            ):
+                # https://github.com/psf/requests/issues/3490
+                purged_headers = ("Content-Length", "Content-Type", "Transfer-Encoding")
+                for header in purged_headers:
+                    prepared_request.headers.pop(header, None)
+                prepared_request.body = None
+
+            headers = prepared_request.headers
+            headers.pop("Cookie", None)
+
+            # Extract any cookies sent on the response to the cookiejar
+            # in the new request. Because we've mutated our copied prepared
+            # request, use the old one that we haven't yet touched.
+            extract_cookies_to_jar(prepared_request._cookies, req, resp.raw)
+            merge_cookies(prepared_request._cookies, self.cookies)
+            prepared_request.prepare_cookies(prepared_request._cookies)
+
+            # Rebuild auth and proxy information.
+            proxies = self.rebuild_proxies(prepared_request, proxies)
+            self.rebuild_auth(prepared_request, resp)
+
+            # A failed tell() sets `_body_position` to `object()`. This non-None
+            # value ensures `rewindable` will be True, allowing us to raise an
+            # UnrewindableBodyError, instead of hanging the connection.
+            rewindable = prepared_request._body_position is not None and (
+                "Content-Length" in headers or "Transfer-Encoding" in headers
+            )
+
+            # Attempt to rewind consumed file-like object.
+            if rewindable:
+                rewind_body(prepared_request)
+
+            # Override the original request.
+            req = prepared_request
+
+            if yield_requests:
+                yield req
+            else:
+                resp = self.send(
+                    req,
+                    stream=stream,
+                    timeout=timeout,
+                    verify=verify,
+                    cert=cert,
+                    proxies=proxies,
+                    allow_redirects=False,
+                    **adapter_kwargs,
+                )
+
+                extract_cookies_to_jar(self.cookies, prepared_request, resp.raw)
+
+                # extract redirect url, if any, for the next loop
+                url = self.get_redirect_target(resp)
+                yield resp
+
+    def rebuild_auth(self, prepared_request, response):
+        """When being redirected we may want to strip authentication from the
+        request to avoid leaking credentials. This method intelligently removes
+        and reapplies authentication where possible to avoid credential loss.
+        """
+        headers = prepared_request.headers
+        url = prepared_request.url
+
+        if "Authorization" in headers and self.should_strip_auth(
+            response.request.url, url
+        ):
+            # If we get redirected to a new host, we should strip out any
+            # authentication headers.
+            del headers["Authorization"]
+
+        # .netrc might have more auth for us on our new host.
+        new_auth = get_netrc_auth(url) if self.trust_env else None
+        if new_auth is not None:
+            prepared_request.prepare_auth(new_auth)
+
+    def rebuild_proxies(self, prepared_request, proxies):
+        """This method re-evaluates the proxy configuration by considering the
+        environment variables. If we are redirected to a URL covered by
+        NO_PROXY, we strip the proxy configuration. Otherwise, we set missing
+        proxy keys for this URL (in case they were stripped by a previous
+        redirect).
+
+        This method also replaces the Proxy-Authorization header where
+        necessary.
+
+        :rtype: dict
+        """
+        headers = prepared_request.headers
+        scheme = urlparse(prepared_request.url).scheme
+        new_proxies = resolve_proxies(prepared_request, proxies, self.trust_env)
+
+        if "Proxy-Authorization" in headers:
+            del headers["Proxy-Authorization"]
+
+        try:
+            username, password = get_auth_from_url(new_proxies[scheme])
+        except KeyError:
+            username, password = None, None
+
+        # urllib3 handles proxy authorization for us in the standard adapter.
+        # Avoid appending this to TLS tunneled requests where it may be leaked.
+        if not scheme.startswith("https") and username and password:
+            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
+
+        return new_proxies
+
+    def rebuild_method(self, prepared_request, response):
+        """When being redirected we may want to change the method of the request
+        based on certain specs or browser behavior.
+        """
+        method = prepared_request.method
+
+        # https://tools.ietf.org/html/rfc7231#section-6.4.4
+        if response.status_code == codes.see_other and method != "HEAD":
+            method = "GET"
+
+        # Do what the browsers do, despite standards...
+        # First, turn 302s into GETs.
+        if response.status_code == codes.found and method != "HEAD":
+            method = "GET"
+
+        # Second, if a POST is responded to with a 301, turn it into a GET.
+        # This bizarre behaviour is explained in Issue 1704.
+        if response.status_code == codes.moved and method == "POST":
+            method = "GET"
+
+        prepared_request.method = method
+
+
+class Session(SessionRedirectMixin):
+    """A Requests session.
+
+    Provides cookie persistence, connection-pooling, and configuration.
+
+    Basic Usage::
+
+      >>> import requests
+      >>> s = requests.Session()
+      >>> s.get('https://httpbin.org/get')
+      <Response [200]>
+
+    Or as a context manager::
+
+      >>> with requests.Session() as s:
+      ...     s.get('https://httpbin.org/get')
+      <Response [200]>
+    """
+
+    __attrs__ = [
+        "headers",
+        "cookies",
+        "auth",
+        "proxies",
+        "hooks",
+        "params",
+        "verify",
+        "cert",
+        "adapters",
+        "stream",
+        "trust_env",
+        "max_redirects",
+    ]
+
+    def __init__(self):
+        #: A case-insensitive dictionary of headers to be sent on each
+        #: :class:`Request <Request>` sent from this
+        #: :class:`Session <Session>`.
+        self.headers = default_headers()
+
+        #: Default Authentication tuple or object to attach to
+        #: :class:`Request <Request>`.
+        self.auth = None
+
+        #: Dictionary mapping protocol or protocol and host to the URL of the proxy
+        #: (e.g. {'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}) to
+        #: be used on each :class:`Request <Request>`.
+        self.proxies = {}
+
+        #: Event-handling hooks.
+        self.hooks = default_hooks()
+
+        #: Dictionary of querystring data to attach to each
+        #: :class:`Request <Request>`. The dictionary values may be lists for
+        #: representing multivalued query parameters.
+        self.params = {}
+
+        #: Stream response content default.
+        self.stream = False
+
+        #: SSL Verification default.
+        #: Defaults to `True`, requiring requests to verify the TLS certificate at the
+        #: remote end.
+        #: If verify is set to `False`, requests will accept any TLS certificate
+        #: presented by the server, and will ignore hostname mismatches and/or
+        #: expired certificates, which will make your application vulnerable to
+        #: man-in-the-middle (MitM) attacks.
+        #: Only set this to `False` for testing.
+        self.verify = True
+
+        #: SSL client certificate default, if String, path to ssl client
+        #: cert file (.pem). If Tuple, ('cert', 'key') pair.
+        self.cert = None
+
+        #: Maximum number of redirects allowed. If the request exceeds this
+        #: limit, a :class:`TooManyRedirects` exception is raised.
+        #: This defaults to requests.models.DEFAULT_REDIRECT_LIMIT, which is
+        #: 30.
+        self.max_redirects = DEFAULT_REDIRECT_LIMIT
+
+        #: Trust environment settings for proxy configuration, default
+        #: authentication and similar.
+        self.trust_env = True
+
+        #: A CookieJar containing all currently outstanding cookies set on this
+        #: session. By default it is a
+        #: :class:`RequestsCookieJar <requests.cookies.RequestsCookieJar>`, but
+        #: may be any other ``cookielib.CookieJar`` compatible object.
+        self.cookies = cookiejar_from_dict({})
+
+        # Default connection adapters.
+        self.adapters = OrderedDict()
+        self.mount("https://", HTTPAdapter())
+        self.mount("http://", HTTPAdapter())
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        self.close()
+
+    def prepare_request(self, request):
+        """Constructs a :class:`PreparedRequest <PreparedRequest>` for
+        transmission and returns it. The :class:`PreparedRequest` has settings
+        merged from the :class:`Request <Request>` instance and those of the
+        :class:`Session`.
+
+        :param request: :class:`Request` instance to prepare with this
+            session's settings.
+        :rtype: requests.PreparedRequest
+        """
+        cookies = request.cookies or {}
+
+        # Bootstrap CookieJar.
+        if not isinstance(cookies, cookielib.CookieJar):
+            cookies = cookiejar_from_dict(cookies)
+
+        # Merge with session cookies
+        merged_cookies = merge_cookies(
+            merge_cookies(RequestsCookieJar(), self.cookies), cookies
+        )
+
+        # Set environment's basic authentication if not explicitly set.
+        auth = request.auth
+        if self.trust_env and not auth and not self.auth:
+            auth = get_netrc_auth(request.url)
+
+        p = PreparedRequest()
+        p.prepare(
+            method=request.method.upper(),
+            url=request.url,
+            files=request.files,
+            data=request.data,
+            json=request.json,
+            headers=merge_setting(
+                request.headers, self.headers, dict_class=CaseInsensitiveDict
+            ),
+            params=merge_setting(request.params, self.params),
+            auth=merge_setting(auth, self.auth),
+            cookies=merged_cookies,
+            hooks=merge_hooks(request.hooks, self.hooks),
+        )
+        return p
+
+    def request(
+        self,
+        method,
+        url,
+        params=None,
+        data=None,
+        headers=None,
+        cookies=None,
+        files=None,
+        auth=None,
+        timeout=None,
+        allow_redirects=True,
+        proxies=None,
+        hooks=None,
+        stream=None,
+        verify=None,
+        cert=None,
+        json=None,
+    ):
+        """Constructs a :class:`Request <Request>`, prepares it and sends it.
+        Returns :class:`Response <Response>` object.
+
+        :param method: method for the new :class:`Request` object.
+        :param url: URL for the new :class:`Request` object.
+        :param params: (optional) Dictionary or bytes to be sent in the query
+            string for the :class:`Request`.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param json: (optional) json to send in the body of the
+            :class:`Request`.
+        :param headers: (optional) Dictionary of HTTP Headers to send with the
+            :class:`Request`.
+        :param cookies: (optional) Dict or CookieJar object to send with the
+            :class:`Request`.
+        :param files: (optional) Dictionary of ``'filename': file-like-objects``
+            for multipart encoding upload.
+        :param auth: (optional) Auth tuple or callable to enable
+            Basic/Digest/Custom HTTP Auth.
+        :param timeout: (optional) How long to wait for the server to send
+            data before giving up, as a float, or a :ref:`(connect timeout,
+            read timeout) <timeouts>` tuple.
+        :type timeout: float or tuple
+        :param allow_redirects: (optional) Set to True by default.
+        :type allow_redirects: bool
+        :param proxies: (optional) Dictionary mapping protocol or protocol and
+            hostname to the URL of the proxy.
+        :param hooks: (optional) Dictionary mapping hook name to one event or
+            list of events, event must be callable.
+        :param stream: (optional) whether to immediately download the response
+            content. Defaults to ``False``.
+        :param verify: (optional) Either a boolean, in which case it controls whether we verify
+            the server's TLS certificate, or a string, in which case it must be a path
+            to a CA bundle to use. Defaults to ``True``. When set to
+            ``False``, requests will accept any TLS certificate presented by
+            the server, and will ignore hostname mismatches and/or expired
+            certificates, which will make your application vulnerable to
+            man-in-the-middle (MitM) attacks. Setting verify to ``False``
+            may be useful during local development or testing.
+        :param cert: (optional) if String, path to ssl client cert file (.pem).
+            If Tuple, ('cert', 'key') pair.
+        :rtype: requests.Response
+        """
+        # Create the Request.
+        req = Request(
+            method=method.upper(),
+            url=url,
+            headers=headers,
+            files=files,
+            data=data or {},
+            json=json,
+            params=params or {},
+            auth=auth,
+            cookies=cookies,
+            hooks=hooks,
+        )
+        prep = self.prepare_request(req)
+
+        proxies = proxies or {}
+
+        settings = self.merge_environment_settings(
+            prep.url, proxies, stream, verify, cert
+        )
+
+        # Send the request.
+        send_kwargs = {
+            "timeout": timeout,
+            "allow_redirects": allow_redirects,
+        }
+        send_kwargs.update(settings)
+        resp = self.send(prep, **send_kwargs)
+
+        return resp
+
+    def get(self, url, **kwargs):
+        r"""Sends a GET request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", True)
+        return self.request("GET", url, **kwargs)
+
+    def options(self, url, **kwargs):
+        r"""Sends a OPTIONS request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", True)
+        return self.request("OPTIONS", url, **kwargs)
+
+    def head(self, url, **kwargs):
+        r"""Sends a HEAD request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        kwargs.setdefault("allow_redirects", False)
+        return self.request("HEAD", url, **kwargs)
+
+    def post(self, url, data=None, json=None, **kwargs):
+        r"""Sends a POST request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param json: (optional) json to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("POST", url, data=data, json=json, **kwargs)
+
+    def put(self, url, data=None, **kwargs):
+        r"""Sends a PUT request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("PUT", url, data=data, **kwargs)
+
+    def patch(self, url, data=None, **kwargs):
+        r"""Sends a PATCH request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
+            object to send in the body of the :class:`Request`.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("PATCH", url, data=data, **kwargs)
+
+    def delete(self, url, **kwargs):
+        r"""Sends a DELETE request. Returns :class:`Response` object.
+
+        :param url: URL for the new :class:`Request` object.
+        :param \*\*kwargs: Optional arguments that ``request`` takes.
+        :rtype: requests.Response
+        """
+
+        return self.request("DELETE", url, **kwargs)
+
+    def send(self, request, **kwargs):
+        """Send a given PreparedRequest.
+
+        :rtype: requests.Response
+        """
+        # Set defaults that the hooks can utilize to ensure they always have
+        # the correct parameters to reproduce the previous request.
+        kwargs.setdefault("stream", self.stream)
+        kwargs.setdefault("verify", self.verify)
+        kwargs.setdefault("cert", self.cert)
+        if "proxies" not in kwargs:
+            kwargs["proxies"] = resolve_proxies(request, self.proxies, self.trust_env)
+
+        # It's possible that users might accidentally send a Request object.
+        # Guard against that specific failure case.
+        if isinstance(request, Request):
+            raise ValueError("You can only send PreparedRequests.")
+
+        # Set up variables needed for resolve_redirects and dispatching of hooks
+        allow_redirects = kwargs.pop("allow_redirects", True)
+        stream = kwargs.get("stream")
+        hooks = request.hooks
+
+        # Get the appropriate adapter to use
+        adapter = self.get_adapter(url=request.url)
+
+        # Start time (approximately) of the request
+        start = preferred_clock()
+
+        # Send the request
+        r = adapter.send(request, **kwargs)
+
+        # Total elapsed time of the request (approximately)
+        elapsed = preferred_clock() - start
+        r.elapsed = timedelta(seconds=elapsed)
+
+        # Response manipulation hooks
+        r = dispatch_hook("response", hooks, r, **kwargs)
+
+        # Persist cookies
+        if r.history:
+            # If the hooks create history then we want those cookies too
+            for resp in r.history:
+                extract_cookies_to_jar(self.cookies, resp.request, resp.raw)
+
+        extract_cookies_to_jar(self.cookies, request, r.raw)
+
+        # Resolve redirects if allowed.
+        if allow_redirects:
+            # Redirect resolving generator.
+            gen = self.resolve_redirects(r, request, **kwargs)
+            history = [resp for resp in gen]
+        else:
+            history = []
+
+        # Shuffle things around if there's history.
+        if history:
+            # Insert the first (original) request at the start
+            history.insert(0, r)
+            # Get the last request made
+            r = history.pop()
+            r.history = history
+
+        # If redirects aren't being followed, store the response on the Request for Response.next().
+        if not allow_redirects:
+            try:
+                r._next = next(
+                    self.resolve_redirects(r, request, yield_requests=True, **kwargs)
+                )
+            except StopIteration:
+                pass
+
+        if not stream:
+            r.content
+
+        return r
+
+    def merge_environment_settings(self, url, proxies, stream, verify, cert):
+        """
+        Check the environment and merge it with some settings.
+
+        :rtype: dict
+        """
+        # Gather clues from the surrounding environment.
+        if self.trust_env:
+            # Set environment's proxies.
+            no_proxy = proxies.get("no_proxy") if proxies is not None else None
+            env_proxies = get_environ_proxies(url, no_proxy=no_proxy)
+            for k, v in env_proxies.items():
+                proxies.setdefault(k, v)
+
+            # Look for requests environment configuration
+            # and be compatible with cURL.
+            if verify is True or verify is None:
+                verify = (
+                    os.environ.get("REQUESTS_CA_BUNDLE")
+                    or os.environ.get("CURL_CA_BUNDLE")
+                    or verify
+                )
+
+        # Merge all the kwargs.
+        proxies = merge_setting(proxies, self.proxies)
+        stream = merge_setting(stream, self.stream)
+        verify = merge_setting(verify, self.verify)
+        cert = merge_setting(cert, self.cert)
+
+        return {"proxies": proxies, "stream": stream, "verify": verify, "cert": cert}
+
+    def get_adapter(self, url):
+        """
+        Returns the appropriate connection adapter for the given URL.
+
+        :rtype: requests.adapters.BaseAdapter
+        """
+        for prefix, adapter in self.adapters.items():
+            if url.lower().startswith(prefix.lower()):
+                return adapter
+
+        # Nothing matches :-/
+        raise InvalidSchema(f"No connection adapters were found for {url!r}")
+
+    def close(self):
+        """Closes all adapters and as such the session"""
+        for v in self.adapters.values():
+            v.close()
+
+    def mount(self, prefix, adapter):
+        """Registers a connection adapter to a prefix.
+
+        Adapters are sorted in descending order by prefix length.
+        """
+        self.adapters[prefix] = adapter
+        keys_to_move = [k for k in self.adapters if len(k) < len(prefix)]
+
+        for key in keys_to_move:
+            self.adapters[key] = self.adapters.pop(key)
+
+    def __getstate__(self):
+        state = {attr: getattr(self, attr, None) for attr in self.__attrs__}
+        return state
+
+    def __setstate__(self, state):
+        for attr, value in state.items():
+            setattr(self, attr, value)
+
+
+def session():
+    """
+    Returns a :class:`Session` for context-management.
+
+    .. deprecated:: 1.0.0
+
+        This method has been deprecated since version 1.0.0 and is only kept for
+        backwards compatibility. New code should use :class:`~requests.sessions.Session`
+        to create a session. This may be removed at a future date.
+
+    :rtype: Session
+    """
+    return Session()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
new file mode 100644
index 000000000..c7945a2f0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
@@ -0,0 +1,128 @@
+r"""
+The ``codes`` object defines a mapping from common names for HTTP statuses
+to their numerical codes, accessible either as attributes or as dictionary
+items.
+
+Example::
+
+    >>> import requests
+    >>> requests.codes['temporary_redirect']
+    307
+    >>> requests.codes.teapot
+    418
+    >>> requests.codes['\o/']
+    200
+
+Some codes have multiple names, and both upper- and lower-case versions of
+the names are allowed. For example, ``codes.ok``, ``codes.OK``, and
+``codes.okay`` all correspond to the HTTP status code 200.
+"""
+
+from .structures import LookupDict
+
+_codes = {
+    # Informational.
+    100: ("continue",),
+    101: ("switching_protocols",),
+    102: ("processing", "early-hints"),
+    103: ("checkpoint",),
+    122: ("uri_too_long", "request_uri_too_long"),
+    200: ("ok", "okay", "all_ok", "all_okay", "all_good", "\\o/", "✓"),
+    201: ("created",),
+    202: ("accepted",),
+    203: ("non_authoritative_info", "non_authoritative_information"),
+    204: ("no_content",),
+    205: ("reset_content", "reset"),
+    206: ("partial_content", "partial"),
+    207: ("multi_status", "multiple_status", "multi_stati", "multiple_stati"),
+    208: ("already_reported",),
+    226: ("im_used",),
+    # Redirection.
+    300: ("multiple_choices",),
+    301: ("moved_permanently", "moved", "\\o-"),
+    302: ("found",),
+    303: ("see_other", "other"),
+    304: ("not_modified",),
+    305: ("use_proxy",),
+    306: ("switch_proxy",),
+    307: ("temporary_redirect", "temporary_moved", "temporary"),
+    308: (
+        "permanent_redirect",
+        "resume_incomplete",
+        "resume",
+    ),  # "resume" and "resume_incomplete" to be removed in 3.0
+    # Client Error.
+    400: ("bad_request", "bad"),
+    401: ("unauthorized",),
+    402: ("payment_required", "payment"),
+    403: ("forbidden",),
+    404: ("not_found", "-o-"),
+    405: ("method_not_allowed", "not_allowed"),
+    406: ("not_acceptable",),
+    407: ("proxy_authentication_required", "proxy_auth", "proxy_authentication"),
+    408: ("request_timeout", "timeout"),
+    409: ("conflict",),
+    410: ("gone",),
+    411: ("length_required",),
+    412: ("precondition_failed", "precondition"),
+    413: ("request_entity_too_large", "content_too_large"),
+    414: ("request_uri_too_large", "uri_too_long"),
+    415: ("unsupported_media_type", "unsupported_media", "media_type"),
+    416: (
+        "requested_range_not_satisfiable",
+        "requested_range",
+        "range_not_satisfiable",
+    ),
+    417: ("expectation_failed",),
+    418: ("im_a_teapot", "teapot", "i_am_a_teapot"),
+    421: ("misdirected_request",),
+    422: ("unprocessable_entity", "unprocessable", "unprocessable_content"),
+    423: ("locked",),
+    424: ("failed_dependency", "dependency"),
+    425: ("unordered_collection", "unordered", "too_early"),
+    426: ("upgrade_required", "upgrade"),
+    428: ("precondition_required", "precondition"),
+    429: ("too_many_requests", "too_many"),
+    431: ("header_fields_too_large", "fields_too_large"),
+    444: ("no_response", "none"),
+    449: ("retry_with", "retry"),
+    450: ("blocked_by_windows_parental_controls", "parental_controls"),
+    451: ("unavailable_for_legal_reasons", "legal_reasons"),
+    499: ("client_closed_request",),
+    # Server Error.
+    500: ("internal_server_error", "server_error", "/o\\", "✗"),
+    501: ("not_implemented",),
+    502: ("bad_gateway",),
+    503: ("service_unavailable", "unavailable"),
+    504: ("gateway_timeout",),
+    505: ("http_version_not_supported", "http_version"),
+    506: ("variant_also_negotiates",),
+    507: ("insufficient_storage",),
+    509: ("bandwidth_limit_exceeded", "bandwidth"),
+    510: ("not_extended",),
+    511: ("network_authentication_required", "network_auth", "network_authentication"),
+}
+
+codes = LookupDict(name="status_codes")
+
+
+def _init():
+    for code, titles in _codes.items():
+        for title in titles:
+            setattr(codes, title, code)
+            if not title.startswith(("\\", "/")):
+                setattr(codes, title.upper(), code)
+
+    def doc(code):
+        names = ", ".join(f"``{n}``" for n in _codes[code])
+        return "* %d: %s" % (code, names)
+
+    global __doc__
+    __doc__ = (
+        __doc__ + "\n" + "\n".join(doc(code) for code in sorted(_codes))
+        if __doc__ is not None
+        else None
+    )
+
+
+_init()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
new file mode 100644
index 000000000..188e13e48
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
@@ -0,0 +1,99 @@
+"""
+requests.structures
+~~~~~~~~~~~~~~~~~~~
+
+Data structures that power Requests.
+"""
+
+from collections import OrderedDict
+
+from .compat import Mapping, MutableMapping
+
+
+class CaseInsensitiveDict(MutableMapping):
+    """A case-insensitive ``dict``-like object.
+
+    Implements all methods and operations of
+    ``MutableMapping`` as well as dict's ``copy``. Also
+    provides ``lower_items``.
+
+    All keys are expected to be strings. The structure remembers the
+    case of the last key to be set, and ``iter(instance)``,
+    ``keys()``, ``items()``, ``iterkeys()``, and ``iteritems()``
+    will contain case-sensitive keys. However, querying and contains
+    testing is case insensitive::
+
+        cid = CaseInsensitiveDict()
+        cid['Accept'] = 'application/json'
+        cid['aCCEPT'] == 'application/json'  # True
+        list(cid) == ['Accept']  # True
+
+    For example, ``headers['content-encoding']`` will return the
+    value of a ``'Content-Encoding'`` response header, regardless
+    of how the header name was originally stored.
+
+    If the constructor, ``.update``, or equality comparison
+    operations are given keys that have equal ``.lower()``s, the
+    behavior is undefined.
+    """
+
+    def __init__(self, data=None, **kwargs):
+        self._store = OrderedDict()
+        if data is None:
+            data = {}
+        self.update(data, **kwargs)
+
+    def __setitem__(self, key, value):
+        # Use the lowercased key for lookups, but store the actual
+        # key alongside the value.
+        self._store[key.lower()] = (key, value)
+
+    def __getitem__(self, key):
+        return self._store[key.lower()][1]
+
+    def __delitem__(self, key):
+        del self._store[key.lower()]
+
+    def __iter__(self):
+        return (casedkey for casedkey, mappedvalue in self._store.values())
+
+    def __len__(self):
+        return len(self._store)
+
+    def lower_items(self):
+        """Like iteritems(), but with all lowercase keys."""
+        return ((lowerkey, keyval[1]) for (lowerkey, keyval) in self._store.items())
+
+    def __eq__(self, other):
+        if isinstance(other, Mapping):
+            other = CaseInsensitiveDict(other)
+        else:
+            return NotImplemented
+        # Compare insensitively
+        return dict(self.lower_items()) == dict(other.lower_items())
+
+    # Copy is required
+    def copy(self):
+        return CaseInsensitiveDict(self._store.values())
+
+    def __repr__(self):
+        return str(dict(self.items()))
+
+
+class LookupDict(dict):
+    """Dictionary lookup object."""
+
+    def __init__(self, name=None):
+        self.name = name
+        super().__init__()
+
+    def __repr__(self):
+        return f"<lookup '{self.name}'>"
+
+    def __getitem__(self, key):
+        # We allow fall-through here, so values default to None
+
+        return self.__dict__.get(key, None)
+
+    def get(self, key, default=None):
+        return self.__dict__.get(key, default)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
new file mode 100644
index 000000000..ae6c42f6c
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
@@ -0,0 +1,1096 @@
+"""
+requests.utils
+~~~~~~~~~~~~~~
+
+This module provides utility functions that are used within Requests
+that are also useful for external consumption.
+"""
+
+import codecs
+import contextlib
+import io
+import os
+import re
+import socket
+import struct
+import sys
+import tempfile
+import warnings
+import zipfile
+from collections import OrderedDict
+
+from urllib3.util import make_headers, parse_url
+
+from . import certs
+from .__version__ import __version__
+
+# to_native_string is unused here, but imported here for backwards compatibility
+from ._internal_utils import (  # noqa: F401
+    _HEADER_VALIDATORS_BYTE,
+    _HEADER_VALIDATORS_STR,
+    HEADER_VALIDATORS,
+    to_native_string,
+)
+from .compat import (
+    Mapping,
+    basestring,
+    bytes,
+    getproxies,
+    getproxies_environment,
+    integer_types,
+)
+from .compat import parse_http_list as _parse_list_header
+from .compat import (
+    proxy_bypass,
+    proxy_bypass_environment,
+    quote,
+    str,
+    unquote,
+    urlparse,
+    urlunparse,
+)
+from .cookies import cookiejar_from_dict
+from .exceptions import (
+    FileModeWarning,
+    InvalidHeader,
+    InvalidURL,
+    UnrewindableBodyError,
+)
+from .structures import CaseInsensitiveDict
+
+NETRC_FILES = (".netrc", "_netrc")
+
+DEFAULT_CA_BUNDLE_PATH = certs.where()
+
+DEFAULT_PORTS = {"http": 80, "https": 443}
+
+# Ensure that ', ' is used to preserve previous delimiter behavior.
+DEFAULT_ACCEPT_ENCODING = ", ".join(
+    re.split(r",\s*", make_headers(accept_encoding=True)["accept-encoding"])
+)
+
+
+if sys.platform == "win32":
+    # provide a proxy_bypass version on Windows without DNS lookups
+
+    def proxy_bypass_registry(host):
+        try:
+            import winreg
+        except ImportError:
+            return False
+
+        try:
+            internetSettings = winreg.OpenKey(
+                winreg.HKEY_CURRENT_USER,
+                r"Software\Microsoft\Windows\CurrentVersion\Internet Settings",
+            )
+            # ProxyEnable could be REG_SZ or REG_DWORD, normalizing it
+            proxyEnable = int(winreg.QueryValueEx(internetSettings, "ProxyEnable")[0])
+            # ProxyOverride is almost always a string
+            proxyOverride = winreg.QueryValueEx(internetSettings, "ProxyOverride")[0]
+        except (OSError, ValueError):
+            return False
+        if not proxyEnable or not proxyOverride:
+            return False
+
+        # make a check value list from the registry entry: replace the
+        # '<local>' string by the localhost entry and the corresponding
+        # canonical entry.
+        proxyOverride = proxyOverride.split(";")
+        # filter out empty strings to avoid re.match return true in the following code.
+        proxyOverride = filter(None, proxyOverride)
+        # now check if we match one of the registry values.
+        for test in proxyOverride:
+            if test == "<local>":
+                if "." not in host:
+                    return True
+            test = test.replace(".", r"\.")  # mask dots
+            test = test.replace("*", r".*")  # change glob sequence
+            test = test.replace("?", r".")  # change glob char
+            if re.match(test, host, re.I):
+                return True
+        return False
+
+    def proxy_bypass(host):  # noqa
+        """Return True, if the host should be bypassed.
+
+        Checks proxy settings gathered from the environment, if specified,
+        or the registry.
+        """
+        if getproxies_environment():
+            return proxy_bypass_environment(host)
+        else:
+            return proxy_bypass_registry(host)
+
+
+def dict_to_sequence(d):
+    """Returns an internal sequence dictionary update."""
+
+    if hasattr(d, "items"):
+        d = d.items()
+
+    return d
+
+
+def super_len(o):
+    total_length = None
+    current_position = 0
+
+    if isinstance(o, str):
+        o = o.encode("utf-8")
+
+    if hasattr(o, "__len__"):
+        total_length = len(o)
+
+    elif hasattr(o, "len"):
+        total_length = o.len
+
+    elif hasattr(o, "fileno"):
+        try:
+            fileno = o.fileno()
+        except (io.UnsupportedOperation, AttributeError):
+            # AttributeError is a surprising exception, seeing as how we've just checked
+            # that `hasattr(o, 'fileno')`.  It happens for objects obtained via
+            # `Tarfile.extractfile()`, per issue 5229.
+            pass
+        else:
+            total_length = os.fstat(fileno).st_size
+
+            # Having used fstat to determine the file length, we need to
+            # confirm that this file was opened up in binary mode.
+            if "b" not in o.mode:
+                warnings.warn(
+                    (
+                        "Requests has determined the content-length for this "
+                        "request using the binary size of the file: however, the "
+                        "file has been opened in text mode (i.e. without the 'b' "
+                        "flag in the mode). This may lead to an incorrect "
+                        "content-length. In Requests 3.0, support will be removed "
+                        "for files in text mode."
+                    ),
+                    FileModeWarning,
+                )
+
+    if hasattr(o, "tell"):
+        try:
+            current_position = o.tell()
+        except OSError:
+            # This can happen in some weird situations, such as when the file
+            # is actually a special file descriptor like stdin. In this
+            # instance, we don't know what the length is, so set it to zero and
+            # let requests chunk it instead.
+            if total_length is not None:
+                current_position = total_length
+        else:
+            if hasattr(o, "seek") and total_length is None:
+                # StringIO and BytesIO have seek but no usable fileno
+                try:
+                    # seek to end of file
+                    o.seek(0, 2)
+                    total_length = o.tell()
+
+                    # seek back to current position to support
+                    # partially read file-like objects
+                    o.seek(current_position or 0)
+                except OSError:
+                    total_length = 0
+
+    if total_length is None:
+        total_length = 0
+
+    return max(0, total_length - current_position)
+
+
+def get_netrc_auth(url, raise_errors=False):
+    """Returns the Requests tuple auth for a given url from netrc."""
+
+    netrc_file = os.environ.get("NETRC")
+    if netrc_file is not None:
+        netrc_locations = (netrc_file,)
+    else:
+        netrc_locations = (f"~/{f}" for f in NETRC_FILES)
+
+    try:
+        from netrc import NetrcParseError, netrc
+
+        netrc_path = None
+
+        for f in netrc_locations:
+            try:
+                loc = os.path.expanduser(f)
+            except KeyError:
+                # os.path.expanduser can fail when $HOME is undefined and
+                # getpwuid fails. See https://bugs.python.org/issue20164 &
+                # https://github.com/psf/requests/issues/1846
+                return
+
+            if os.path.exists(loc):
+                netrc_path = loc
+                break
+
+        # Abort early if there isn't one.
+        if netrc_path is None:
+            return
+
+        ri = urlparse(url)
+
+        # Strip port numbers from netloc. This weird `if...encode`` dance is
+        # used for Python 3.2, which doesn't support unicode literals.
+        splitstr = b":"
+        if isinstance(url, str):
+            splitstr = splitstr.decode("ascii")
+        host = ri.netloc.split(splitstr)[0]
+
+        try:
+            _netrc = netrc(netrc_path).authenticators(host)
+            if _netrc:
+                # Return with login / password
+                login_i = 0 if _netrc[0] else 1
+                return (_netrc[login_i], _netrc[2])
+        except (NetrcParseError, OSError):
+            # If there was a parsing error or a permissions issue reading the file,
+            # we'll just skip netrc auth unless explicitly asked to raise errors.
+            if raise_errors:
+                raise
+
+    # App Engine hackiness.
+    except (ImportError, AttributeError):
+        pass
+
+
+def guess_filename(obj):
+    """Tries to guess the filename of the given object."""
+    name = getattr(obj, "name", None)
+    if name and isinstance(name, basestring) and name[0] != "<" and name[-1] != ">":
+        return os.path.basename(name)
+
+
+def extract_zipped_paths(path):
+    """Replace nonexistent paths that look like they refer to a member of a zip
+    archive with the location of an extracted copy of the target, or else
+    just return the provided path unchanged.
+    """
+    if os.path.exists(path):
+        # this is already a valid path, no need to do anything further
+        return path
+
+    # find the first valid part of the provided path and treat that as a zip archive
+    # assume the rest of the path is the name of a member in the archive
+    archive, member = os.path.split(path)
+    while archive and not os.path.exists(archive):
+        archive, prefix = os.path.split(archive)
+        if not prefix:
+            # If we don't check for an empty prefix after the split (in other words, archive remains unchanged after the split),
+            # we _can_ end up in an infinite loop on a rare corner case affecting a small number of users
+            break
+        member = "/".join([prefix, member])
+
+    if not zipfile.is_zipfile(archive):
+        return path
+
+    zip_file = zipfile.ZipFile(archive)
+    if member not in zip_file.namelist():
+        return path
+
+    # we have a valid zip archive and a valid member of that archive
+    tmp = tempfile.gettempdir()
+    extracted_path = os.path.join(tmp, member.split("/")[-1])
+    if not os.path.exists(extracted_path):
+        # use read + write to avoid the creating nested folders, we only want the file, avoids mkdir racing condition
+        with atomic_open(extracted_path) as file_handler:
+            file_handler.write(zip_file.read(member))
+    return extracted_path
+
+
+@contextlib.contextmanager
+def atomic_open(filename):
+    """Write a file to the disk in an atomic fashion"""
+    tmp_descriptor, tmp_name = tempfile.mkstemp(dir=os.path.dirname(filename))
+    try:
+        with os.fdopen(tmp_descriptor, "wb") as tmp_handler:
+            yield tmp_handler
+        os.replace(tmp_name, filename)
+    except BaseException:
+        os.remove(tmp_name)
+        raise
+
+
+def from_key_val_list(value):
+    """Take an object and test to see if it can be represented as a
+    dictionary. Unless it can not be represented as such, return an
+    OrderedDict, e.g.,
+
+    ::
+
+        >>> from_key_val_list([('key', 'val')])
+        OrderedDict([('key', 'val')])
+        >>> from_key_val_list('string')
+        Traceback (most recent call last):
+        ...
+        ValueError: cannot encode objects that are not 2-tuples
+        >>> from_key_val_list({'key': 'val'})
+        OrderedDict([('key', 'val')])
+
+    :rtype: OrderedDict
+    """
+    if value is None:
+        return None
+
+    if isinstance(value, (str, bytes, bool, int)):
+        raise ValueError("cannot encode objects that are not 2-tuples")
+
+    return OrderedDict(value)
+
+
+def to_key_val_list(value):
+    """Take an object and test to see if it can be represented as a
+    dictionary. If it can be, return a list of tuples, e.g.,
+
+    ::
+
+        >>> to_key_val_list([('key', 'val')])
+        [('key', 'val')]
+        >>> to_key_val_list({'key': 'val'})
+        [('key', 'val')]
+        >>> to_key_val_list('string')
+        Traceback (most recent call last):
+        ...
+        ValueError: cannot encode objects that are not 2-tuples
+
+    :rtype: list
+    """
+    if value is None:
+        return None
+
+    if isinstance(value, (str, bytes, bool, int)):
+        raise ValueError("cannot encode objects that are not 2-tuples")
+
+    if isinstance(value, Mapping):
+        value = value.items()
+
+    return list(value)
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def parse_list_header(value):
+    """Parse lists as described by RFC 2068 Section 2.
+
+    In particular, parse comma-separated lists where the elements of
+    the list may include quoted-strings.  A quoted-string could
+    contain a comma.  A non-quoted string could have quotes in the
+    middle.  Quotes are removed automatically after parsing.
+
+    It basically works like :func:`parse_set_header` just that items
+    may appear multiple times and case sensitivity is preserved.
+
+    The return value is a standard :class:`list`:
+
+    >>> parse_list_header('token, "quoted value"')
+    ['token', 'quoted value']
+
+    To create a header from the :class:`list` again, use the
+    :func:`dump_header` function.
+
+    :param value: a string with a list header.
+    :return: :class:`list`
+    :rtype: list
+    """
+    result = []
+    for item in _parse_list_header(value):
+        if item[:1] == item[-1:] == '"':
+            item = unquote_header_value(item[1:-1])
+        result.append(item)
+    return result
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def parse_dict_header(value):
+    """Parse lists of key, value pairs as described by RFC 2068 Section 2 and
+    convert them into a python dict:
+
+    >>> d = parse_dict_header('foo="is a fish", bar="as well"')
+    >>> type(d) is dict
+    True
+    >>> sorted(d.items())
+    [('bar', 'as well'), ('foo', 'is a fish')]
+
+    If there is no value for a key it will be `None`:
+
+    >>> parse_dict_header('key_without_value')
+    {'key_without_value': None}
+
+    To create a header from the :class:`dict` again, use the
+    :func:`dump_header` function.
+
+    :param value: a string with a dict header.
+    :return: :class:`dict`
+    :rtype: dict
+    """
+    result = {}
+    for item in _parse_list_header(value):
+        if "=" not in item:
+            result[item] = None
+            continue
+        name, value = item.split("=", 1)
+        if value[:1] == value[-1:] == '"':
+            value = unquote_header_value(value[1:-1])
+        result[name] = value
+    return result
+
+
+# From mitsuhiko/werkzeug (used with permission).
+def unquote_header_value(value, is_filename=False):
+    r"""Unquotes a header value.  (Reversal of :func:`quote_header_value`).
+    This does not use the real unquoting but what browsers are actually
+    using for quoting.
+
+    :param value: the header value to unquote.
+    :rtype: str
+    """
+    if value and value[0] == value[-1] == '"':
+        # this is not the real unquoting, but fixing this so that the
+        # RFC is met will result in bugs with internet explorer and
+        # probably some other browsers as well.  IE for example is
+        # uploading files with "C:\foo\bar.txt" as filename
+        value = value[1:-1]
+
+        # if this is a filename and the starting characters look like
+        # a UNC path, then just return the value without quotes.  Using the
+        # replace sequence below on a UNC path has the effect of turning
+        # the leading double slash into a single slash and then
+        # _fix_ie_filename() doesn't work correctly.  See #458.
+        if not is_filename or value[:2] != "\\\\":
+            return value.replace("\\\\", "\\").replace('\\"', '"')
+    return value
+
+
+def dict_from_cookiejar(cj):
+    """Returns a key/value dictionary from a CookieJar.
+
+    :param cj: CookieJar object to extract cookies from.
+    :rtype: dict
+    """
+
+    cookie_dict = {cookie.name: cookie.value for cookie in cj}
+    return cookie_dict
+
+
+def add_dict_to_cookiejar(cj, cookie_dict):
+    """Returns a CookieJar from a key/value dictionary.
+
+    :param cj: CookieJar to insert cookies into.
+    :param cookie_dict: Dict of key/values to insert into CookieJar.
+    :rtype: CookieJar
+    """
+
+    return cookiejar_from_dict(cookie_dict, cj)
+
+
+def get_encodings_from_content(content):
+    """Returns encodings from given content string.
+
+    :param content: bytestring to extract encodings from.
+    """
+    warnings.warn(
+        (
+            "In requests 3.0, get_encodings_from_content will be removed. For "
+            "more information, please see the discussion on issue #2266. (This"
+            " warning should only appear once.)"
+        ),
+        DeprecationWarning,
+    )
+
+    charset_re = re.compile(r'<meta.*?charset=["\']*(.+?)["\'>]', flags=re.I)
+    pragma_re = re.compile(r'<meta.*?content=["\']*;?charset=(.+?)["\'>]', flags=re.I)
+    xml_re = re.compile(r'^<\?xml.*?encoding=["\']*(.+?)["\'>]')
+
+    return (
+        charset_re.findall(content)
+        + pragma_re.findall(content)
+        + xml_re.findall(content)
+    )
+
+
+def _parse_content_type_header(header):
+    """Returns content type and parameters from given header
+
+    :param header: string
+    :return: tuple containing content type and dictionary of
+         parameters
+    """
+
+    tokens = header.split(";")
+    content_type, params = tokens[0].strip(), tokens[1:]
+    params_dict = {}
+    items_to_strip = "\"' "
+
+    for param in params:
+        param = param.strip()
+        if param:
+            key, value = param, True
+            index_of_equals = param.find("=")
+            if index_of_equals != -1:
+                key = param[:index_of_equals].strip(items_to_strip)
+                value = param[index_of_equals + 1 :].strip(items_to_strip)
+            params_dict[key.lower()] = value
+    return content_type, params_dict
+
+
+def get_encoding_from_headers(headers):
+    """Returns encodings from given HTTP Header Dict.
+
+    :param headers: dictionary to extract encoding from.
+    :rtype: str
+    """
+
+    content_type = headers.get("content-type")
+
+    if not content_type:
+        return None
+
+    content_type, params = _parse_content_type_header(content_type)
+
+    if "charset" in params:
+        return params["charset"].strip("'\"")
+
+    if "text" in content_type:
+        return "ISO-8859-1"
+
+    if "application/json" in content_type:
+        # Assume UTF-8 based on RFC 4627: https://www.ietf.org/rfc/rfc4627.txt since the charset was unset
+        return "utf-8"
+
+
+def stream_decode_response_unicode(iterator, r):
+    """Stream decodes an iterator."""
+
+    if r.encoding is None:
+        yield from iterator
+        return
+
+    decoder = codecs.getincrementaldecoder(r.encoding)(errors="replace")
+    for chunk in iterator:
+        rv = decoder.decode(chunk)
+        if rv:
+            yield rv
+    rv = decoder.decode(b"", final=True)
+    if rv:
+        yield rv
+
+
+def iter_slices(string, slice_length):
+    """Iterate over slices of a string."""
+    pos = 0
+    if slice_length is None or slice_length <= 0:
+        slice_length = len(string)
+    while pos < len(string):
+        yield string[pos : pos + slice_length]
+        pos += slice_length
+
+
+def get_unicode_from_response(r):
+    """Returns the requested content back in unicode.
+
+    :param r: Response object to get unicode content from.
+
+    Tried:
+
+    1. charset from content-type
+    2. fall back and replace all unicode characters
+
+    :rtype: str
+    """
+    warnings.warn(
+        (
+            "In requests 3.0, get_unicode_from_response will be removed. For "
+            "more information, please see the discussion on issue #2266. (This"
+            " warning should only appear once.)"
+        ),
+        DeprecationWarning,
+    )
+
+    tried_encodings = []
+
+    # Try charset from content-type
+    encoding = get_encoding_from_headers(r.headers)
+
+    if encoding:
+        try:
+            return str(r.content, encoding)
+        except UnicodeError:
+            tried_encodings.append(encoding)
+
+    # Fall back:
+    try:
+        return str(r.content, encoding, errors="replace")
+    except TypeError:
+        return r.content
+
+
+# The unreserved URI characters (RFC 3986)
+UNRESERVED_SET = frozenset(
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" + "0123456789-._~"
+)
+
+
+def unquote_unreserved(uri):
+    """Un-escape any percent-escape sequences in a URI that are unreserved
+    characters. This leaves all reserved, illegal and non-ASCII bytes encoded.
+
+    :rtype: str
+    """
+    parts = uri.split("%")
+    for i in range(1, len(parts)):
+        h = parts[i][0:2]
+        if len(h) == 2 and h.isalnum():
+            try:
+                c = chr(int(h, 16))
+            except ValueError:
+                raise InvalidURL(f"Invalid percent-escape sequence: '{h}'")
+
+            if c in UNRESERVED_SET:
+                parts[i] = c + parts[i][2:]
+            else:
+                parts[i] = f"%{parts[i]}"
+        else:
+            parts[i] = f"%{parts[i]}"
+    return "".join(parts)
+
+
+def requote_uri(uri):
+    """Re-quote the given URI.
+
+    This function passes the given URI through an unquote/quote cycle to
+    ensure that it is fully and consistently quoted.
+
+    :rtype: str
+    """
+    safe_with_percent = "!#$%&'()*+,/:;=?@[]~"
+    safe_without_percent = "!#$&'()*+,/:;=?@[]~"
+    try:
+        # Unquote only the unreserved characters
+        # Then quote only illegal characters (do not quote reserved,
+        # unreserved, or '%')
+        return quote(unquote_unreserved(uri), safe=safe_with_percent)
+    except InvalidURL:
+        # We couldn't unquote the given URI, so let's try quoting it, but
+        # there may be unquoted '%'s in the URI. We need to make sure they're
+        # properly quoted so they do not cause issues elsewhere.
+        return quote(uri, safe=safe_without_percent)
+
+
+def address_in_network(ip, net):
+    """This function allows you to check if an IP belongs to a network subnet
+
+    Example: returns True if ip = 192.168.1.1 and net = 192.168.1.0/24
+             returns False if ip = 192.168.1.1 and net = 192.168.100.0/24
+
+    :rtype: bool
+    """
+    ipaddr = struct.unpack("=L", socket.inet_aton(ip))[0]
+    netaddr, bits = net.split("/")
+    netmask = struct.unpack("=L", socket.inet_aton(dotted_netmask(int(bits))))[0]
+    network = struct.unpack("=L", socket.inet_aton(netaddr))[0] & netmask
+    return (ipaddr & netmask) == (network & netmask)
+
+
+def dotted_netmask(mask):
+    """Converts mask from /xx format to xxx.xxx.xxx.xxx
+
+    Example: if mask is 24 function returns 255.255.255.0
+
+    :rtype: str
+    """
+    bits = 0xFFFFFFFF ^ (1 << 32 - mask) - 1
+    return socket.inet_ntoa(struct.pack(">I", bits))
+
+
+def is_ipv4_address(string_ip):
+    """
+    :rtype: bool
+    """
+    try:
+        socket.inet_aton(string_ip)
+    except OSError:
+        return False
+    return True
+
+
+def is_valid_cidr(string_network):
+    """
+    Very simple check of the cidr format in no_proxy variable.
+
+    :rtype: bool
+    """
+    if string_network.count("/") == 1:
+        try:
+            mask = int(string_network.split("/")[1])
+        except ValueError:
+            return False
+
+        if mask < 1 or mask > 32:
+            return False
+
+        try:
+            socket.inet_aton(string_network.split("/")[0])
+        except OSError:
+            return False
+    else:
+        return False
+    return True
+
+
+@contextlib.contextmanager
+def set_environ(env_name, value):
+    """Set the environment variable 'env_name' to 'value'
+
+    Save previous value, yield, and then restore the previous value stored in
+    the environment variable 'env_name'.
+
+    If 'value' is None, do nothing"""
+    value_changed = value is not None
+    if value_changed:
+        old_value = os.environ.get(env_name)
+        os.environ[env_name] = value
+    try:
+        yield
+    finally:
+        if value_changed:
+            if old_value is None:
+                del os.environ[env_name]
+            else:
+                os.environ[env_name] = old_value
+
+
+def should_bypass_proxies(url, no_proxy):
+    """
+    Returns whether we should bypass proxies or not.
+
+    :rtype: bool
+    """
+
+    # Prioritize lowercase environment variables over uppercase
+    # to keep a consistent behaviour with other http projects (curl, wget).
+    def get_proxy(key):
+        return os.environ.get(key) or os.environ.get(key.upper())
+
+    # First check whether no_proxy is defined. If it is, check that the URL
+    # we're getting isn't in the no_proxy list.
+    no_proxy_arg = no_proxy
+    if no_proxy is None:
+        no_proxy = get_proxy("no_proxy")
+    parsed = urlparse(url)
+
+    if parsed.hostname is None:
+        # URLs don't always have hostnames, e.g. file:/// urls.
+        return True
+
+    if no_proxy:
+        # We need to check whether we match here. We need to see if we match
+        # the end of the hostname, both with and without the port.
+        no_proxy = (host for host in no_proxy.replace(" ", "").split(",") if host)
+
+        if is_ipv4_address(parsed.hostname):
+            for proxy_ip in no_proxy:
+                if is_valid_cidr(proxy_ip):
+                    if address_in_network(parsed.hostname, proxy_ip):
+                        return True
+                elif parsed.hostname == proxy_ip:
+                    # If no_proxy ip was defined in plain IP notation instead of cidr notation &
+                    # matches the IP of the index
+                    return True
+        else:
+            host_with_port = parsed.hostname
+            if parsed.port:
+                host_with_port += f":{parsed.port}"
+
+            for host in no_proxy:
+                if parsed.hostname.endswith(host) or host_with_port.endswith(host):
+                    # The URL does match something in no_proxy, so we don't want
+                    # to apply the proxies on this URL.
+                    return True
+
+    with set_environ("no_proxy", no_proxy_arg):
+        # parsed.hostname can be `None` in cases such as a file URI.
+        try:
+            bypass = proxy_bypass(parsed.hostname)
+        except (TypeError, socket.gaierror):
+            bypass = False
+
+    if bypass:
+        return True
+
+    return False
+
+
+def get_environ_proxies(url, no_proxy=None):
+    """
+    Return a dict of environment proxies.
+
+    :rtype: dict
+    """
+    if should_bypass_proxies(url, no_proxy=no_proxy):
+        return {}
+    else:
+        return getproxies()
+
+
+def select_proxy(url, proxies):
+    """Select a proxy for the url, if applicable.
+
+    :param url: The url being for the request
+    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
+    """
+    proxies = proxies or {}
+    urlparts = urlparse(url)
+    if urlparts.hostname is None:
+        return proxies.get(urlparts.scheme, proxies.get("all"))
+
+    proxy_keys = [
+        urlparts.scheme + "://" + urlparts.hostname,
+        urlparts.scheme,
+        "all://" + urlparts.hostname,
+        "all",
+    ]
+    proxy = None
+    for proxy_key in proxy_keys:
+        if proxy_key in proxies:
+            proxy = proxies[proxy_key]
+            break
+
+    return proxy
+
+
+def resolve_proxies(request, proxies, trust_env=True):
+    """This method takes proxy information from a request and configuration
+    input to resolve a mapping of target proxies. This will consider settings
+    such as NO_PROXY to strip proxy configurations.
+
+    :param request: Request or PreparedRequest
+    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
+    :param trust_env: Boolean declaring whether to trust environment configs
+
+    :rtype: dict
+    """
+    proxies = proxies if proxies is not None else {}
+    url = request.url
+    scheme = urlparse(url).scheme
+    no_proxy = proxies.get("no_proxy")
+    new_proxies = proxies.copy()
+
+    if trust_env and not should_bypass_proxies(url, no_proxy=no_proxy):
+        environ_proxies = get_environ_proxies(url, no_proxy=no_proxy)
+
+        proxy = environ_proxies.get(scheme, environ_proxies.get("all"))
+
+        if proxy:
+            new_proxies.setdefault(scheme, proxy)
+    return new_proxies
+
+
+def default_user_agent(name="python-requests"):
+    """
+    Return a string representing the default user agent.
+
+    :rtype: str
+    """
+    return f"{name}/{__version__}"
+
+
+def default_headers():
+    """
+    :rtype: requests.structures.CaseInsensitiveDict
+    """
+    return CaseInsensitiveDict(
+        {
+            "User-Agent": default_user_agent(),
+            "Accept-Encoding": DEFAULT_ACCEPT_ENCODING,
+            "Accept": "*/*",
+            "Connection": "keep-alive",
+        }
+    )
+
+
+def parse_header_links(value):
+    """Return a list of parsed link headers proxies.
+
+    i.e. Link: <http:/.../front.jpeg>; rel=front; type="image/jpeg",<http://.../back.jpeg>; rel=back;type="image/jpeg"
+
+    :rtype: list
+    """
+
+    links = []
+
+    replace_chars = " '\""
+
+    value = value.strip(replace_chars)
+    if not value:
+        return links
+
+    for val in re.split(", *<", value):
+        try:
+            url, params = val.split(";", 1)
+        except ValueError:
+            url, params = val, ""
+
+        link = {"url": url.strip("<> '\"")}
+
+        for param in params.split(";"):
+            try:
+                key, value = param.split("=")
+            except ValueError:
+                break
+
+            link[key.strip(replace_chars)] = value.strip(replace_chars)
+
+        links.append(link)
+
+    return links
+
+
+# Null bytes; no need to recreate these on each call to guess_json_utf
+_null = "\x00".encode("ascii")  # encoding to ASCII for Python 3
+_null2 = _null * 2
+_null3 = _null * 3
+
+
+def guess_json_utf(data):
+    """
+    :rtype: str
+    """
+    # JSON always starts with two ASCII characters, so detection is as
+    # easy as counting the nulls and from their location and count
+    # determine the encoding. Also detect a BOM, if present.
+    sample = data[:4]
+    if sample in (codecs.BOM_UTF32_LE, codecs.BOM_UTF32_BE):
+        return "utf-32"  # BOM included
+    if sample[:3] == codecs.BOM_UTF8:
+        return "utf-8-sig"  # BOM included, MS style (discouraged)
+    if sample[:2] in (codecs.BOM_UTF16_LE, codecs.BOM_UTF16_BE):
+        return "utf-16"  # BOM included
+    nullcount = sample.count(_null)
+    if nullcount == 0:
+        return "utf-8"
+    if nullcount == 2:
+        if sample[::2] == _null2:  # 1st and 3rd are null
+            return "utf-16-be"
+        if sample[1::2] == _null2:  # 2nd and 4th are null
+            return "utf-16-le"
+        # Did not detect 2 valid UTF-16 ascii-range characters
+    if nullcount == 3:
+        if sample[:3] == _null3:
+            return "utf-32-be"
+        if sample[1:] == _null3:
+            return "utf-32-le"
+        # Did not detect a valid UTF-32 ascii-range character
+    return None
+
+
+def prepend_scheme_if_needed(url, new_scheme):
+    """Given a URL that may or may not have a scheme, prepend the given scheme.
+    Does not replace a present scheme with the one provided as an argument.
+
+    :rtype: str
+    """
+    parsed = parse_url(url)
+    scheme, auth, host, port, path, query, fragment = parsed
+
+    # A defect in urlparse determines that there isn't a netloc present in some
+    # urls. We previously assumed parsing was overly cautious, and swapped the
+    # netloc and path. Due to a lack of tests on the original defect, this is
+    # maintained with parse_url for backwards compatibility.
+    netloc = parsed.netloc
+    if not netloc:
+        netloc, path = path, netloc
+
+    if auth:
+        # parse_url doesn't provide the netloc with auth
+        # so we'll add it ourselves.
+        netloc = "@".join([auth, netloc])
+    if scheme is None:
+        scheme = new_scheme
+    if path is None:
+        path = ""
+
+    return urlunparse((scheme, netloc, path, "", query, fragment))
+
+
+def get_auth_from_url(url):
+    """Given a url with authentication components, extract them into a tuple of
+    username,password.
+
+    :rtype: (str,str)
+    """
+    parsed = urlparse(url)
+
+    try:
+        auth = (unquote(parsed.username), unquote(parsed.password))
+    except (AttributeError, TypeError):
+        auth = ("", "")
+
+    return auth
+
+
+def check_header_validity(header):
+    """Verifies that header parts don't contain leading whitespace
+    reserved characters, or return characters.
+
+    :param header: tuple, in the format (name, value).
+    """
+    name, value = header
+    _validate_header_part(header, name, 0)
+    _validate_header_part(header, value, 1)
+
+
+def _validate_header_part(header, header_part, header_validator_index):
+    if isinstance(header_part, str):
+        validator = _HEADER_VALIDATORS_STR[header_validator_index]
+    elif isinstance(header_part, bytes):
+        validator = _HEADER_VALIDATORS_BYTE[header_validator_index]
+    else:
+        raise InvalidHeader(
+            f"Header part ({header_part!r}) from {header} "
+            f"must be of type str or bytes, not {type(header_part)}"
+        )
+
+    if not validator.match(header_part):
+        header_kind = "name" if header_validator_index == 0 else "value"
+        raise InvalidHeader(
+            f"Invalid leading whitespace, reserved character(s), or return "
+            f"character(s) in header {header_kind}: {header_part!r}"
+        )
+
+
+def urldefragauth(url):
+    """
+    Given a url remove the fragment and the authentication part.
+
+    :rtype: str
+    """
+    scheme, netloc, path, params, query, fragment = urlparse(url)
+
+    # see func:`prepend_scheme_if_needed`
+    if not netloc:
+        netloc, path = path, netloc
+
+    netloc = netloc.rsplit("@", 1)[-1]
+
+    return urlunparse((scheme, netloc, path, params, query, ""))
+
+
+def rewind_body(prepared_request):
+    """Move file pointer back to its recorded starting position
+    so it can be read again on redirect.
+    """
+    body_seek = getattr(prepared_request.body, "seek", None)
+    if body_seek is not None and isinstance(
+        prepared_request._body_position, integer_types
+    ):
+        try:
+            body_seek(prepared_request._body_position)
+        except OSError:
+            raise UnrewindableBodyError(
+                "An error occurred when rewinding request body for redirect."
+            )
+    else:
+        raise UnrewindableBodyError("Unable to rewind request body for redirect.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
new file mode 100644
index 000000000..de6633112
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
@@ -0,0 +1,18 @@
+Copyright (c) 2010-2020 Benjamin Peterson
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in
+the Software without restriction, including without limitation the rights to
+use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
+the Software, and to permit persons to whom the Software is furnished to do so,
+subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
+FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
+COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
+IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
new file mode 100644
index 000000000..6d7525c2e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
@@ -0,0 +1,49 @@
+Metadata-Version: 2.1
+Name: six
+Version: 1.16.0
+Summary: Python 2 and 3 compatibility utilities
+Home-page: https://github.com/benjaminp/six
+Author: Benjamin Peterson
+Author-email: benjamin@python.org
+License: MIT
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 3
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Topic :: Software Development :: Libraries
+Classifier: Topic :: Utilities
+Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*
+
+.. image:: https://img.shields.io/pypi/v/six.svg
+   :target: https://pypi.org/project/six/
+   :alt: six on PyPI
+
+.. image:: https://travis-ci.org/benjaminp/six.svg?branch=master
+   :target: https://travis-ci.org/benjaminp/six
+   :alt: six on TravisCI
+
+.. image:: https://readthedocs.org/projects/six/badge/?version=latest
+   :target: https://six.readthedocs.io/
+   :alt: six's documentation on Read the Docs
+
+.. image:: https://img.shields.io/badge/license-MIT-green.svg
+   :target: https://github.com/benjaminp/six/blob/master/LICENSE
+   :alt: MIT License badge
+
+Six is a Python 2 and 3 compatibility library.  It provides utility functions
+for smoothing over the differences between the Python versions with the goal of
+writing Python code that is compatible on both Python versions.  See the
+documentation for more information on what is provided.
+
+Six supports Python 2.7 and 3.3+.  It is contained in only one Python
+file, so it can be easily copied into your project. (The copyright and license
+notice must be retained.)
+
+Online documentation is at https://six.readthedocs.io/.
+
+Bugs can be reported to https://github.com/benjaminp/six.  The code can also
+be found there.
+
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
new file mode 100644
index 000000000..17e2e083f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
@@ -0,0 +1,8 @@
+__pycache__/six.cpython-311.pyc,,
+six-1.16.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+six-1.16.0.dist-info/LICENSE,sha256=i7hQxWWqOJ_cFvOkaWWtI9gq3_YPI5P8J2K2MYXo5sk,1066
+six-1.16.0.dist-info/METADATA,sha256=VQcGIFCAEmfZcl77E5riPCN4v2TIsc_qtacnjxKHJoI,1795
+six-1.16.0.dist-info/RECORD,,
+six-1.16.0.dist-info/WHEEL,sha256=Z-nyYpwrcSqxfdux5Mbn_DQ525iP7J2DG3JgGvOYyTQ,110
+six-1.16.0.dist-info/top_level.txt,sha256=_iVH_iYEtEXnD8nYGQYpYFUvkUW9sEO1GYbkeKSAais,4
+six.py,sha256=TOOfQi7nFGfMrIvtdr6wX4wyHH8M7aknmuLfo2cBBrM,34549
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
new file mode 100644
index 000000000..01b8fc7d4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: bdist_wheel (0.36.2)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
new file mode 100644
index 000000000..ffe2fce49
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
@@ -0,0 +1 @@
+six
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
new file mode 100644
index 000000000..4e15675d8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
@@ -0,0 +1,998 @@
+# Copyright (c) 2010-2020 Benjamin Peterson
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in all
+# copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+# SOFTWARE.
+
+"""Utilities for writing code that runs on Python 2 and 3"""
+
+from __future__ import absolute_import
+
+import functools
+import itertools
+import operator
+import sys
+import types
+
+__author__ = "Benjamin Peterson <benjamin@python.org>"
+__version__ = "1.16.0"
+
+
+# Useful for very coarse version differentiation.
+PY2 = sys.version_info[0] == 2
+PY3 = sys.version_info[0] == 3
+PY34 = sys.version_info[0:2] >= (3, 4)
+
+if PY3:
+    string_types = str,
+    integer_types = int,
+    class_types = type,
+    text_type = str
+    binary_type = bytes
+
+    MAXSIZE = sys.maxsize
+else:
+    string_types = basestring,
+    integer_types = (int, long)
+    class_types = (type, types.ClassType)
+    text_type = unicode
+    binary_type = str
+
+    if sys.platform.startswith("java"):
+        # Jython always uses 32 bits.
+        MAXSIZE = int((1 << 31) - 1)
+    else:
+        # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
+        class X(object):
+
+            def __len__(self):
+                return 1 << 31
+        try:
+            len(X())
+        except OverflowError:
+            # 32-bit
+            MAXSIZE = int((1 << 31) - 1)
+        else:
+            # 64-bit
+            MAXSIZE = int((1 << 63) - 1)
+        del X
+
+if PY34:
+    from importlib.util import spec_from_loader
+else:
+    spec_from_loader = None
+
+
+def _add_doc(func, doc):
+    """Add documentation to a function."""
+    func.__doc__ = doc
+
+
+def _import_module(name):
+    """Import module, returning the module after the last dot."""
+    __import__(name)
+    return sys.modules[name]
+
+
+class _LazyDescr(object):
+
+    def __init__(self, name):
+        self.name = name
+
+    def __get__(self, obj, tp):
+        result = self._resolve()
+        setattr(obj, self.name, result)  # Invokes __set__.
+        try:
+            # This is a bit ugly, but it avoids running this again by
+            # removing this descriptor.
+            delattr(obj.__class__, self.name)
+        except AttributeError:
+            pass
+        return result
+
+
+class MovedModule(_LazyDescr):
+
+    def __init__(self, name, old, new=None):
+        super(MovedModule, self).__init__(name)
+        if PY3:
+            if new is None:
+                new = name
+            self.mod = new
+        else:
+            self.mod = old
+
+    def _resolve(self):
+        return _import_module(self.mod)
+
+    def __getattr__(self, attr):
+        _module = self._resolve()
+        value = getattr(_module, attr)
+        setattr(self, attr, value)
+        return value
+
+
+class _LazyModule(types.ModuleType):
+
+    def __init__(self, name):
+        super(_LazyModule, self).__init__(name)
+        self.__doc__ = self.__class__.__doc__
+
+    def __dir__(self):
+        attrs = ["__doc__", "__name__"]
+        attrs += [attr.name for attr in self._moved_attributes]
+        return attrs
+
+    # Subclasses should override this
+    _moved_attributes = []
+
+
+class MovedAttribute(_LazyDescr):
+
+    def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
+        super(MovedAttribute, self).__init__(name)
+        if PY3:
+            if new_mod is None:
+                new_mod = name
+            self.mod = new_mod
+            if new_attr is None:
+                if old_attr is None:
+                    new_attr = name
+                else:
+                    new_attr = old_attr
+            self.attr = new_attr
+        else:
+            self.mod = old_mod
+            if old_attr is None:
+                old_attr = name
+            self.attr = old_attr
+
+    def _resolve(self):
+        module = _import_module(self.mod)
+        return getattr(module, self.attr)
+
+
+class _SixMetaPathImporter(object):
+
+    """
+    A meta path importer to import six.moves and its submodules.
+
+    This class implements a PEP302 finder and loader. It should be compatible
+    with Python 2.5 and all existing versions of Python3
+    """
+
+    def __init__(self, six_module_name):
+        self.name = six_module_name
+        self.known_modules = {}
+
+    def _add_module(self, mod, *fullnames):
+        for fullname in fullnames:
+            self.known_modules[self.name + "." + fullname] = mod
+
+    def _get_module(self, fullname):
+        return self.known_modules[self.name + "." + fullname]
+
+    def find_module(self, fullname, path=None):
+        if fullname in self.known_modules:
+            return self
+        return None
+
+    def find_spec(self, fullname, path, target=None):
+        if fullname in self.known_modules:
+            return spec_from_loader(fullname, self)
+        return None
+
+    def __get_module(self, fullname):
+        try:
+            return self.known_modules[fullname]
+        except KeyError:
+            raise ImportError("This loader does not know module " + fullname)
+
+    def load_module(self, fullname):
+        try:
+            # in case of a reload
+            return sys.modules[fullname]
+        except KeyError:
+            pass
+        mod = self.__get_module(fullname)
+        if isinstance(mod, MovedModule):
+            mod = mod._resolve()
+        else:
+            mod.__loader__ = self
+        sys.modules[fullname] = mod
+        return mod
+
+    def is_package(self, fullname):
+        """
+        Return true, if the named module is a package.
+
+        We need this method to get correct spec objects with
+        Python 3.4 (see PEP451)
+        """
+        return hasattr(self.__get_module(fullname), "__path__")
+
+    def get_code(self, fullname):
+        """Return None
+
+        Required, if is_package is implemented"""
+        self.__get_module(fullname)  # eventually raises ImportError
+        return None
+    get_source = get_code  # same as get_code
+
+    def create_module(self, spec):
+        return self.load_module(spec.name)
+
+    def exec_module(self, module):
+        pass
+
+_importer = _SixMetaPathImporter(__name__)
+
+
+class _MovedItems(_LazyModule):
+
+    """Lazy loading of moved objects"""
+    __path__ = []  # mark as package
+
+
+_moved_attributes = [
+    MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
+    MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
+    MovedAttribute("filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"),
+    MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
+    MovedAttribute("intern", "__builtin__", "sys"),
+    MovedAttribute("map", "itertools", "builtins", "imap", "map"),
+    MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
+    MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
+    MovedAttribute("getoutput", "commands", "subprocess"),
+    MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute("reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"),
+    MovedAttribute("reduce", "__builtin__", "functools"),
+    MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
+    MovedAttribute("StringIO", "StringIO", "io"),
+    MovedAttribute("UserDict", "UserDict", "collections"),
+    MovedAttribute("UserList", "UserList", "collections"),
+    MovedAttribute("UserString", "UserString", "collections"),
+    MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
+    MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
+    MovedAttribute("zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"),
+    MovedModule("builtins", "__builtin__"),
+    MovedModule("configparser", "ConfigParser"),
+    MovedModule("collections_abc", "collections", "collections.abc" if sys.version_info >= (3, 3) else "collections"),
+    MovedModule("copyreg", "copy_reg"),
+    MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
+    MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
+    MovedModule("_dummy_thread", "dummy_thread", "_dummy_thread" if sys.version_info < (3, 9) else "_thread"),
+    MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
+    MovedModule("http_cookies", "Cookie", "http.cookies"),
+    MovedModule("html_entities", "htmlentitydefs", "html.entities"),
+    MovedModule("html_parser", "HTMLParser", "html.parser"),
+    MovedModule("http_client", "httplib", "http.client"),
+    MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
+    MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
+    MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
+    MovedModule("email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"),
+    MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
+    MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
+    MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
+    MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
+    MovedModule("cPickle", "cPickle", "pickle"),
+    MovedModule("queue", "Queue"),
+    MovedModule("reprlib", "repr"),
+    MovedModule("socketserver", "SocketServer"),
+    MovedModule("_thread", "thread", "_thread"),
+    MovedModule("tkinter", "Tkinter"),
+    MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
+    MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
+    MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
+    MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
+    MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
+    MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
+    MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
+    MovedModule("tkinter_colorchooser", "tkColorChooser",
+                "tkinter.colorchooser"),
+    MovedModule("tkinter_commondialog", "tkCommonDialog",
+                "tkinter.commondialog"),
+    MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
+    MovedModule("tkinter_font", "tkFont", "tkinter.font"),
+    MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
+    MovedModule("tkinter_tksimpledialog", "tkSimpleDialog",
+                "tkinter.simpledialog"),
+    MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
+    MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
+    MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
+    MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
+    MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
+    MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
+]
+# Add windows specific modules.
+if sys.platform == "win32":
+    _moved_attributes += [
+        MovedModule("winreg", "_winreg"),
+    ]
+
+for attr in _moved_attributes:
+    setattr(_MovedItems, attr.name, attr)
+    if isinstance(attr, MovedModule):
+        _importer._add_module(attr, "moves." + attr.name)
+del attr
+
+_MovedItems._moved_attributes = _moved_attributes
+
+moves = _MovedItems(__name__ + ".moves")
+_importer._add_module(moves, "moves")
+
+
+class Module_six_moves_urllib_parse(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_parse"""
+
+
+_urllib_parse_moved_attributes = [
+    MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
+    MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
+    MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
+    MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
+    MovedAttribute("urljoin", "urlparse", "urllib.parse"),
+    MovedAttribute("urlparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
+    MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
+    MovedAttribute("quote", "urllib", "urllib.parse"),
+    MovedAttribute("quote_plus", "urllib", "urllib.parse"),
+    MovedAttribute("unquote", "urllib", "urllib.parse"),
+    MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
+    MovedAttribute("unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"),
+    MovedAttribute("urlencode", "urllib", "urllib.parse"),
+    MovedAttribute("splitquery", "urllib", "urllib.parse"),
+    MovedAttribute("splittag", "urllib", "urllib.parse"),
+    MovedAttribute("splituser", "urllib", "urllib.parse"),
+    MovedAttribute("splitvalue", "urllib", "urllib.parse"),
+    MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_params", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_query", "urlparse", "urllib.parse"),
+    MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
+]
+for attr in _urllib_parse_moved_attributes:
+    setattr(Module_six_moves_urllib_parse, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
+                      "moves.urllib_parse", "moves.urllib.parse")
+
+
+class Module_six_moves_urllib_error(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_error"""
+
+
+_urllib_error_moved_attributes = [
+    MovedAttribute("URLError", "urllib2", "urllib.error"),
+    MovedAttribute("HTTPError", "urllib2", "urllib.error"),
+    MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
+]
+for attr in _urllib_error_moved_attributes:
+    setattr(Module_six_moves_urllib_error, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
+                      "moves.urllib_error", "moves.urllib.error")
+
+
+class Module_six_moves_urllib_request(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_request"""
+
+
+_urllib_request_moved_attributes = [
+    MovedAttribute("urlopen", "urllib2", "urllib.request"),
+    MovedAttribute("install_opener", "urllib2", "urllib.request"),
+    MovedAttribute("build_opener", "urllib2", "urllib.request"),
+    MovedAttribute("pathname2url", "urllib", "urllib.request"),
+    MovedAttribute("url2pathname", "urllib", "urllib.request"),
+    MovedAttribute("getproxies", "urllib", "urllib.request"),
+    MovedAttribute("Request", "urllib2", "urllib.request"),
+    MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
+    MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FileHandler", "urllib2", "urllib.request"),
+    MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
+    MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
+    MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
+    MovedAttribute("urlretrieve", "urllib", "urllib.request"),
+    MovedAttribute("urlcleanup", "urllib", "urllib.request"),
+    MovedAttribute("URLopener", "urllib", "urllib.request"),
+    MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
+    MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
+    MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
+    MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
+]
+for attr in _urllib_request_moved_attributes:
+    setattr(Module_six_moves_urllib_request, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
+                      "moves.urllib_request", "moves.urllib.request")
+
+
+class Module_six_moves_urllib_response(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_response"""
+
+
+_urllib_response_moved_attributes = [
+    MovedAttribute("addbase", "urllib", "urllib.response"),
+    MovedAttribute("addclosehook", "urllib", "urllib.response"),
+    MovedAttribute("addinfo", "urllib", "urllib.response"),
+    MovedAttribute("addinfourl", "urllib", "urllib.response"),
+]
+for attr in _urllib_response_moved_attributes:
+    setattr(Module_six_moves_urllib_response, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
+                      "moves.urllib_response", "moves.urllib.response")
+
+
+class Module_six_moves_urllib_robotparser(_LazyModule):
+
+    """Lazy loading of moved objects in six.moves.urllib_robotparser"""
+
+
+_urllib_robotparser_moved_attributes = [
+    MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
+]
+for attr in _urllib_robotparser_moved_attributes:
+    setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_robotparser._moved_attributes = _urllib_robotparser_moved_attributes
+
+_importer._add_module(Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
+                      "moves.urllib_robotparser", "moves.urllib.robotparser")
+
+
+class Module_six_moves_urllib(types.ModuleType):
+
+    """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
+    __path__ = []  # mark as package
+    parse = _importer._get_module("moves.urllib_parse")
+    error = _importer._get_module("moves.urllib_error")
+    request = _importer._get_module("moves.urllib_request")
+    response = _importer._get_module("moves.urllib_response")
+    robotparser = _importer._get_module("moves.urllib_robotparser")
+
+    def __dir__(self):
+        return ['parse', 'error', 'request', 'response', 'robotparser']
+
+_importer._add_module(Module_six_moves_urllib(__name__ + ".moves.urllib"),
+                      "moves.urllib")
+
+
+def add_move(move):
+    """Add an item to six.moves."""
+    setattr(_MovedItems, move.name, move)
+
+
+def remove_move(name):
+    """Remove item from six.moves."""
+    try:
+        delattr(_MovedItems, name)
+    except AttributeError:
+        try:
+            del moves.__dict__[name]
+        except KeyError:
+            raise AttributeError("no such move, %r" % (name,))
+
+
+if PY3:
+    _meth_func = "__func__"
+    _meth_self = "__self__"
+
+    _func_closure = "__closure__"
+    _func_code = "__code__"
+    _func_defaults = "__defaults__"
+    _func_globals = "__globals__"
+else:
+    _meth_func = "im_func"
+    _meth_self = "im_self"
+
+    _func_closure = "func_closure"
+    _func_code = "func_code"
+    _func_defaults = "func_defaults"
+    _func_globals = "func_globals"
+
+
+try:
+    advance_iterator = next
+except NameError:
+    def advance_iterator(it):
+        return it.next()
+next = advance_iterator
+
+
+try:
+    callable = callable
+except NameError:
+    def callable(obj):
+        return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
+
+
+if PY3:
+    def get_unbound_function(unbound):
+        return unbound
+
+    create_bound_method = types.MethodType
+
+    def create_unbound_method(func, cls):
+        return func
+
+    Iterator = object
+else:
+    def get_unbound_function(unbound):
+        return unbound.im_func
+
+    def create_bound_method(func, obj):
+        return types.MethodType(func, obj, obj.__class__)
+
+    def create_unbound_method(func, cls):
+        return types.MethodType(func, None, cls)
+
+    class Iterator(object):
+
+        def next(self):
+            return type(self).__next__(self)
+
+    callable = callable
+_add_doc(get_unbound_function,
+         """Get the function out of a possibly unbound function""")
+
+
+get_method_function = operator.attrgetter(_meth_func)
+get_method_self = operator.attrgetter(_meth_self)
+get_function_closure = operator.attrgetter(_func_closure)
+get_function_code = operator.attrgetter(_func_code)
+get_function_defaults = operator.attrgetter(_func_defaults)
+get_function_globals = operator.attrgetter(_func_globals)
+
+
+if PY3:
+    def iterkeys(d, **kw):
+        return iter(d.keys(**kw))
+
+    def itervalues(d, **kw):
+        return iter(d.values(**kw))
+
+    def iteritems(d, **kw):
+        return iter(d.items(**kw))
+
+    def iterlists(d, **kw):
+        return iter(d.lists(**kw))
+
+    viewkeys = operator.methodcaller("keys")
+
+    viewvalues = operator.methodcaller("values")
+
+    viewitems = operator.methodcaller("items")
+else:
+    def iterkeys(d, **kw):
+        return d.iterkeys(**kw)
+
+    def itervalues(d, **kw):
+        return d.itervalues(**kw)
+
+    def iteritems(d, **kw):
+        return d.iteritems(**kw)
+
+    def iterlists(d, **kw):
+        return d.iterlists(**kw)
+
+    viewkeys = operator.methodcaller("viewkeys")
+
+    viewvalues = operator.methodcaller("viewvalues")
+
+    viewitems = operator.methodcaller("viewitems")
+
+_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
+_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
+_add_doc(iteritems,
+         "Return an iterator over the (key, value) pairs of a dictionary.")
+_add_doc(iterlists,
+         "Return an iterator over the (key, [values]) pairs of a dictionary.")
+
+
+if PY3:
+    def b(s):
+        return s.encode("latin-1")
+
+    def u(s):
+        return s
+    unichr = chr
+    import struct
+    int2byte = struct.Struct(">B").pack
+    del struct
+    byte2int = operator.itemgetter(0)
+    indexbytes = operator.getitem
+    iterbytes = iter
+    import io
+    StringIO = io.StringIO
+    BytesIO = io.BytesIO
+    del io
+    _assertCountEqual = "assertCountEqual"
+    if sys.version_info[1] <= 1:
+        _assertRaisesRegex = "assertRaisesRegexp"
+        _assertRegex = "assertRegexpMatches"
+        _assertNotRegex = "assertNotRegexpMatches"
+    else:
+        _assertRaisesRegex = "assertRaisesRegex"
+        _assertRegex = "assertRegex"
+        _assertNotRegex = "assertNotRegex"
+else:
+    def b(s):
+        return s
+    # Workaround for standalone backslash
+
+    def u(s):
+        return unicode(s.replace(r'\\', r'\\\\'), "unicode_escape")
+    unichr = unichr
+    int2byte = chr
+
+    def byte2int(bs):
+        return ord(bs[0])
+
+    def indexbytes(buf, i):
+        return ord(buf[i])
+    iterbytes = functools.partial(itertools.imap, ord)
+    import StringIO
+    StringIO = BytesIO = StringIO.StringIO
+    _assertCountEqual = "assertItemsEqual"
+    _assertRaisesRegex = "assertRaisesRegexp"
+    _assertRegex = "assertRegexpMatches"
+    _assertNotRegex = "assertNotRegexpMatches"
+_add_doc(b, """Byte literal""")
+_add_doc(u, """Text literal""")
+
+
+def assertCountEqual(self, *args, **kwargs):
+    return getattr(self, _assertCountEqual)(*args, **kwargs)
+
+
+def assertRaisesRegex(self, *args, **kwargs):
+    return getattr(self, _assertRaisesRegex)(*args, **kwargs)
+
+
+def assertRegex(self, *args, **kwargs):
+    return getattr(self, _assertRegex)(*args, **kwargs)
+
+
+def assertNotRegex(self, *args, **kwargs):
+    return getattr(self, _assertNotRegex)(*args, **kwargs)
+
+
+if PY3:
+    exec_ = getattr(moves.builtins, "exec")
+
+    def reraise(tp, value, tb=None):
+        try:
+            if value is None:
+                value = tp()
+            if value.__traceback__ is not tb:
+                raise value.with_traceback(tb)
+            raise value
+        finally:
+            value = None
+            tb = None
+
+else:
+    def exec_(_code_, _globs_=None, _locs_=None):
+        """Execute code in a namespace."""
+        if _globs_ is None:
+            frame = sys._getframe(1)
+            _globs_ = frame.f_globals
+            if _locs_ is None:
+                _locs_ = frame.f_locals
+            del frame
+        elif _locs_ is None:
+            _locs_ = _globs_
+        exec("""exec _code_ in _globs_, _locs_""")
+
+    exec_("""def reraise(tp, value, tb=None):
+    try:
+        raise tp, value, tb
+    finally:
+        tb = None
+""")
+
+
+if sys.version_info[:2] > (3,):
+    exec_("""def raise_from(value, from_value):
+    try:
+        raise value from from_value
+    finally:
+        value = None
+""")
+else:
+    def raise_from(value, from_value):
+        raise value
+
+
+print_ = getattr(moves.builtins, "print", None)
+if print_ is None:
+    def print_(*args, **kwargs):
+        """The new-style print function for Python 2.4 and 2.5."""
+        fp = kwargs.pop("file", sys.stdout)
+        if fp is None:
+            return
+
+        def write(data):
+            if not isinstance(data, basestring):
+                data = str(data)
+            # If the file has an encoding, encode unicode with it.
+            if (isinstance(fp, file) and
+                    isinstance(data, unicode) and
+                    fp.encoding is not None):
+                errors = getattr(fp, "errors", None)
+                if errors is None:
+                    errors = "strict"
+                data = data.encode(fp.encoding, errors)
+            fp.write(data)
+        want_unicode = False
+        sep = kwargs.pop("sep", None)
+        if sep is not None:
+            if isinstance(sep, unicode):
+                want_unicode = True
+            elif not isinstance(sep, str):
+                raise TypeError("sep must be None or a string")
+        end = kwargs.pop("end", None)
+        if end is not None:
+            if isinstance(end, unicode):
+                want_unicode = True
+            elif not isinstance(end, str):
+                raise TypeError("end must be None or a string")
+        if kwargs:
+            raise TypeError("invalid keyword arguments to print()")
+        if not want_unicode:
+            for arg in args:
+                if isinstance(arg, unicode):
+                    want_unicode = True
+                    break
+        if want_unicode:
+            newline = unicode("\n")
+            space = unicode(" ")
+        else:
+            newline = "\n"
+            space = " "
+        if sep is None:
+            sep = space
+        if end is None:
+            end = newline
+        for i, arg in enumerate(args):
+            if i:
+                write(sep)
+            write(arg)
+        write(end)
+if sys.version_info[:2] < (3, 3):
+    _print = print_
+
+    def print_(*args, **kwargs):
+        fp = kwargs.get("file", sys.stdout)
+        flush = kwargs.pop("flush", False)
+        _print(*args, **kwargs)
+        if flush and fp is not None:
+            fp.flush()
+
+_add_doc(reraise, """Reraise an exception.""")
+
+if sys.version_info[0:2] < (3, 4):
+    # This does exactly the same what the :func:`py3:functools.update_wrapper`
+    # function does on Python versions after 3.2. It sets the ``__wrapped__``
+    # attribute on ``wrapper`` object and it doesn't raise an error if any of
+    # the attributes mentioned in ``assigned`` and ``updated`` are missing on
+    # ``wrapped`` object.
+    def _update_wrapper(wrapper, wrapped,
+                        assigned=functools.WRAPPER_ASSIGNMENTS,
+                        updated=functools.WRAPPER_UPDATES):
+        for attr in assigned:
+            try:
+                value = getattr(wrapped, attr)
+            except AttributeError:
+                continue
+            else:
+                setattr(wrapper, attr, value)
+        for attr in updated:
+            getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
+        wrapper.__wrapped__ = wrapped
+        return wrapper
+    _update_wrapper.__doc__ = functools.update_wrapper.__doc__
+
+    def wraps(wrapped, assigned=functools.WRAPPER_ASSIGNMENTS,
+              updated=functools.WRAPPER_UPDATES):
+        return functools.partial(_update_wrapper, wrapped=wrapped,
+                                 assigned=assigned, updated=updated)
+    wraps.__doc__ = functools.wraps.__doc__
+
+else:
+    wraps = functools.wraps
+
+
+def with_metaclass(meta, *bases):
+    """Create a base class with a metaclass."""
+    # This requires a bit of explanation: the basic idea is to make a dummy
+    # metaclass for one level of class instantiation that replaces itself with
+    # the actual metaclass.
+    class metaclass(type):
+
+        def __new__(cls, name, this_bases, d):
+            if sys.version_info[:2] >= (3, 7):
+                # This version introduced PEP 560 that requires a bit
+                # of extra care (we mimic what is done by __build_class__).
+                resolved_bases = types.resolve_bases(bases)
+                if resolved_bases is not bases:
+                    d['__orig_bases__'] = bases
+            else:
+                resolved_bases = bases
+            return meta(name, resolved_bases, d)
+
+        @classmethod
+        def __prepare__(cls, name, this_bases):
+            return meta.__prepare__(name, bases)
+    return type.__new__(metaclass, 'temporary_class', (), {})
+
+
+def add_metaclass(metaclass):
+    """Class decorator for creating a class with a metaclass."""
+    def wrapper(cls):
+        orig_vars = cls.__dict__.copy()
+        slots = orig_vars.get('__slots__')
+        if slots is not None:
+            if isinstance(slots, str):
+                slots = [slots]
+            for slots_var in slots:
+                orig_vars.pop(slots_var)
+        orig_vars.pop('__dict__', None)
+        orig_vars.pop('__weakref__', None)
+        if hasattr(cls, '__qualname__'):
+            orig_vars['__qualname__'] = cls.__qualname__
+        return metaclass(cls.__name__, cls.__bases__, orig_vars)
+    return wrapper
+
+
+def ensure_binary(s, encoding='utf-8', errors='strict'):
+    """Coerce **s** to six.binary_type.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> encoded to `bytes`
+      - `bytes` -> `bytes`
+    """
+    if isinstance(s, binary_type):
+        return s
+    if isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    raise TypeError("not expecting type '%s'" % type(s))
+
+
+def ensure_str(s, encoding='utf-8', errors='strict'):
+    """Coerce *s* to `str`.
+
+    For Python 2:
+      - `unicode` -> encoded to `str`
+      - `str` -> `str`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    # Optimization: Fast return for the common case.
+    if type(s) is str:
+        return s
+    if PY2 and isinstance(s, text_type):
+        return s.encode(encoding, errors)
+    elif PY3 and isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif not isinstance(s, (text_type, binary_type)):
+        raise TypeError("not expecting type '%s'" % type(s))
+    return s
+
+
+def ensure_text(s, encoding='utf-8', errors='strict'):
+    """Coerce *s* to six.text_type.
+
+    For Python 2:
+      - `unicode` -> `unicode`
+      - `str` -> `unicode`
+
+    For Python 3:
+      - `str` -> `str`
+      - `bytes` -> decoded to `str`
+    """
+    if isinstance(s, binary_type):
+        return s.decode(encoding, errors)
+    elif isinstance(s, text_type):
+        return s
+    else:
+        raise TypeError("not expecting type '%s'" % type(s))
+
+
+def python_2_unicode_compatible(klass):
+    """
+    A class decorator that defines __unicode__ and __str__ methods under Python 2.
+    Under Python 3 it does nothing.
+
+    To support Python 2 and 3 with a single code base, define a __str__ method
+    returning text and apply this decorator to the class.
+    """
+    if PY2:
+        if '__str__' not in klass.__dict__:
+            raise ValueError("@python_2_unicode_compatible cannot be applied "
+                             "to %s because it doesn't define __str__()." %
+                             klass.__name__)
+        klass.__unicode__ = klass.__str__
+        klass.__str__ = lambda self: self.__unicode__().encode('utf-8')
+    return klass
+
+
+# Complete the moves implementation.
+# This code is at the end of this module to speed up module loading.
+# Turn this module into a package.
+__path__ = []  # required for PEP 302 and PEP 451
+__package__ = __name__  # see PEP 366 @ReservedAssignment
+if globals().get("__spec__") is not None:
+    __spec__.submodule_search_locations = []  # PEP 451 @UndefinedVariable
+# Remove other six meta path importers, since they cause problems. This can
+# happen if six is removed from sys.modules and then reloaded. (Setuptools does
+# this for some reason.)
+if sys.meta_path:
+    for i, importer in enumerate(sys.meta_path):
+        # Here's some real nastiness: Another "instance" of the six module might
+        # be floating around. Therefore, we can't use isinstance() to check for
+        # the six meta path importer, since the other six instance will have
+        # inserted an importer with different class.
+        if (type(importer).__name__ == "_SixMetaPathImporter" and
+                importer.name == __name__):
+            del sys.meta_path[i]
+            break
+    del i, importer
+# Finally, add the importer to the meta path import hook.
+sys.meta_path.append(_importer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
new file mode 100644
index 000000000..a1b589e38
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
new file mode 100644
index 000000000..baeb1dd41
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
@@ -0,0 +1,154 @@
+Metadata-Version: 2.3
+Name: urllib3
+Version: 2.2.2
+Summary: HTTP library with thread-safe connection pooling, file post, and more.
+Project-URL: Changelog, https://github.com/urllib3/urllib3/blob/main/CHANGES.rst
+Project-URL: Documentation, https://urllib3.readthedocs.io
+Project-URL: Code, https://github.com/urllib3/urllib3
+Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
+Author-email: Andrey Petrov <andrey.petrov@shazow.net>
+Maintainer-email: Seth Michael Larson <sethmichaellarson@gmail.com>, Quentin Pradet <quentin@pradet.me>, Illia Volochii <illia.volochii@gmail.com>
+License-File: LICENSE.txt
+Keywords: filepost,http,httplib,https,pooling,ssl,threadsafe,urllib
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=3.8
+Provides-Extra: brotli
+Requires-Dist: brotli>=1.0.9; (platform_python_implementation == 'CPython') and extra == 'brotli'
+Requires-Dist: brotlicffi>=0.8.0; (platform_python_implementation != 'CPython') and extra == 'brotli'
+Provides-Extra: h2
+Requires-Dist: h2<5,>=4; extra == 'h2'
+Provides-Extra: socks
+Requires-Dist: pysocks!=1.5.7,<2.0,>=1.5.6; extra == 'socks'
+Provides-Extra: zstd
+Requires-Dist: zstandard>=0.18.0; extra == 'zstd'
+Description-Content-Type: text/markdown
+
+<h1 align="center">
+
+![urllib3](https://github.com/urllib3/urllib3/raw/main/docs/_static/banner_github.svg)
+
+</h1>
+
+<p align="center">
+  <a href="https://pypi.org/project/urllib3"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/urllib3.svg?maxAge=86400" /></a>
+  <a href="https://pypi.org/project/urllib3"><img alt="Python Versions" src="https://img.shields.io/pypi/pyversions/urllib3.svg?maxAge=86400" /></a>
+  <a href="https://discord.gg/urllib3"><img alt="Join our Discord" src="https://img.shields.io/discord/756342717725933608?color=%237289da&label=discord" /></a>
+  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Coverage Status" src="https://img.shields.io/badge/coverage-100%25-success" /></a>
+  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Build Status on GitHub" src="https://github.com/urllib3/urllib3/workflows/CI/badge.svg" /></a>
+  <a href="https://urllib3.readthedocs.io"><img alt="Documentation Status" src="https://readthedocs.org/projects/urllib3/badge/?version=latest" /></a><br>
+  <a href="https://deps.dev/pypi/urllib3"><img alt="OpenSSF Scorecard" src="https://api.securityscorecards.dev/projects/github.com/urllib3/urllib3/badge" /></a>
+  <a href="https://slsa.dev"><img alt="SLSA 3" src="https://slsa.dev/images/gh-badge-level3.svg" /></a>
+  <a href="https://bestpractices.coreinfrastructure.org/projects/6227"><img alt="CII Best Practices" src="https://bestpractices.coreinfrastructure.org/projects/6227/badge" /></a>
+</p>
+
+urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
+Python ecosystem already uses urllib3 and you should too.
+urllib3 brings many critical features that are missing from the Python
+standard libraries:
+
+- Thread safety.
+- Connection pooling.
+- Client-side SSL/TLS verification.
+- File uploads with multipart encoding.
+- Helpers for retrying requests and dealing with HTTP redirects.
+- Support for gzip, deflate, brotli, and zstd encoding.
+- Proxy support for HTTP and SOCKS.
+- 100% test coverage.
+
+urllib3 is powerful and easy to use:
+
+```python3
+>>> import urllib3
+>>> resp = urllib3.request("GET", "http://httpbin.org/robots.txt")
+>>> resp.status
+200
+>>> resp.data
+b"User-agent: *\nDisallow: /deny\n"
+```
+
+## Installing
+
+urllib3 can be installed with [pip](https://pip.pypa.io):
+
+```bash
+$ python -m pip install urllib3
+```
+
+Alternatively, you can grab the latest source code from [GitHub](https://github.com/urllib3/urllib3):
+
+```bash
+$ git clone https://github.com/urllib3/urllib3.git
+$ cd urllib3
+$ pip install .
+```
+
+
+## Documentation
+
+urllib3 has usage and reference documentation at [urllib3.readthedocs.io](https://urllib3.readthedocs.io).
+
+
+## Community
+
+urllib3 has a [community Discord channel](https://discord.gg/urllib3) for asking questions and
+collaborating with other contributors. Drop by and say hello 👋
+
+
+## Contributing
+
+urllib3 happily accepts contributions. Please see our
+[contributing documentation](https://urllib3.readthedocs.io/en/latest/contributing.html)
+for some tips on getting started.
+
+
+## Security Disclosures
+
+To report a security vulnerability, please use the
+[Tidelift security contact](https://tidelift.com/security).
+Tidelift will coordinate the fix and disclosure with maintainers.
+
+
+## Maintainers
+
+- [@sethmlarson](https://github.com/sethmlarson) (Seth M. Larson)
+- [@pquentin](https://github.com/pquentin) (Quentin Pradet)
+- [@illia-v](https://github.com/illia-v) (Illia Volochii)
+- [@theacodes](https://github.com/theacodes) (Thea Flowers)
+- [@haikuginger](https://github.com/haikuginger) (Jess Shapiro)
+- [@lukasa](https://github.com/lukasa) (Cory Benfield)
+- [@sigmavirus24](https://github.com/sigmavirus24) (Ian Stapleton Cordasco)
+- [@shazow](https://github.com/shazow) (Andrey Petrov)
+
+👋
+
+
+## Sponsorship
+
+If your company benefits from this library, please consider [sponsoring its
+development](https://urllib3.readthedocs.io/en/latest/sponsors.html).
+
+
+## For Enterprise
+
+Professional support for urllib3 is available as part of the [Tidelift
+Subscription][1].  Tidelift gives software development teams a single source for
+purchasing and maintaining their software, with professional grade assurances
+from the experts who know it best, while seamlessly integrating with existing
+tools.
+
+[1]: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
new file mode 100644
index 000000000..878c0d4f0
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
@@ -0,0 +1,75 @@
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+urllib3/util/proxy.py,sha256=seP8-Q5B6bB0dMtwPj-YcZZQ30vHuLqRu-tI0JZ2fzs,1148
+urllib3/util/request.py,sha256=QIZWYzQ6Y4MpJsD_kssVEIrWNu69ioUMuE6fjd4qhPM,8069
+urllib3/util/response.py,sha256=vQE639uoEhj1vpjEdxu5lNIhJCSUZkd7pqllUI0BZOA,3374
+urllib3/util/retry.py,sha256=bj-2YUqblxLlv8THg5fxww-DM54XCbjgZXIQ71XioCY,18459
+urllib3/util/ssl_.py,sha256=DevjBk-8GNMgZjHzgCHHaxmWlXb-dKjcgymNd3ZT-ew,19107
+urllib3/util/ssl_match_hostname.py,sha256=gaWqixoYtQ_GKO8fcRGFj3VXeMoqyxQQuUTPgWeiL_M,5812
+urllib3/util/ssltransport.py,sha256=HHvjU0i-PjPThvNYQ8R1SEsseY0x07tPfVntiXg72n0,8990
+urllib3/util/timeout.py,sha256=4eT1FVeZZU7h7mYD1Jq2OXNe4fxekdNvhoWUkZusRpA,10346
+urllib3/util/url.py,sha256=wHORhp80RAXyTlAIkTqLFzSrkU7J34ZDxX-tN65MBZk,15213
+urllib3/util/util.py,sha256=j3lbZK1jPyiwD34T8IgJzdWEZVT-4E-0vYIJi9UjeNA,1146
+urllib3/util/wait.py,sha256=_ph8IrUR3sqPqi0OopQgJUlH4wzkGeM5CiyA7XGGtmI,4423
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
new file mode 100644
index 000000000..516596c76
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
@@ -0,0 +1,4 @@
+Wheel-Version: 1.0
+Generator: hatchling 1.24.2
+Root-Is-Purelib: true
+Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
new file mode 100644
index 000000000..e6183d027
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2008-2020 Andrey Petrov and contributors.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
new file mode 100644
index 000000000..3fe782c8a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
@@ -0,0 +1,211 @@
+"""
+Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
+"""
+
+from __future__ import annotations
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+import sys
+import typing
+import warnings
+from logging import NullHandler
+
+from . import exceptions
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from ._version import __version__
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
+from .filepost import _TYPE_FIELDS, encode_multipart_formdata
+from .poolmanager import PoolManager, ProxyManager, proxy_from_url
+from .response import BaseHTTPResponse, HTTPResponse
+from .util.request import make_headers
+from .util.retry import Retry
+from .util.timeout import Timeout
+
+# Ensure that Python is compiled with OpenSSL 1.1.1+
+# If the 'ssl' module isn't available at all that's
+# fine, we only care if the module is available.
+try:
+    import ssl
+except ImportError:
+    pass
+else:
+    if not ssl.OPENSSL_VERSION.startswith("OpenSSL "):  # Defensive:
+        warnings.warn(
+            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
+            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
+            "See: https://github.com/urllib3/urllib3/issues/3020",
+            exceptions.NotOpenSSLWarning,
+        )
+    elif ssl.OPENSSL_VERSION_INFO < (1, 1, 1):  # Defensive:
+        raise ImportError(
+            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
+            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
+            "See: https://github.com/urllib3/urllib3/issues/2168"
+        )
+
+__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
+__license__ = "MIT"
+__version__ = __version__
+
+__all__ = (
+    "HTTPConnectionPool",
+    "HTTPHeaderDict",
+    "HTTPSConnectionPool",
+    "PoolManager",
+    "ProxyManager",
+    "HTTPResponse",
+    "Retry",
+    "Timeout",
+    "add_stderr_logger",
+    "connection_from_url",
+    "disable_warnings",
+    "encode_multipart_formdata",
+    "make_headers",
+    "proxy_from_url",
+    "request",
+    "BaseHTTPResponse",
+)
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+
+def add_stderr_logger(
+    level: int = logging.DEBUG,
+) -> logging.StreamHandler[typing.TextIO]:
+    """
+    Helper for quickly adding a StreamHandler to the logger. Useful for
+    debugging.
+
+    Returns the handler after adding it.
+    """
+    # This method needs to be in this __init__.py to get the __name__ correct
+    # even if urllib3 is vendored within another package.
+    logger = logging.getLogger(__name__)
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
+    logger.addHandler(handler)
+    logger.setLevel(level)
+    logger.debug("Added a stderr logging handler to logger: %s", __name__)
+    return handler
+
+
+# ... Clean up.
+del NullHandler
+
+
+# All warning filters *must* be appended unless you're really certain that they
+# shouldn't be: otherwise, it's very hard for users to use most Python
+# mechanisms to silence them.
+# SecurityWarning's always go off by default.
+warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
+# InsecurePlatformWarning's don't vary between requests, so we keep it default.
+warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
+
+
+def disable_warnings(category: type[Warning] = exceptions.HTTPWarning) -> None:
+    """
+    Helper for quickly disabling all urllib3 warnings.
+    """
+    warnings.simplefilter("ignore", category)
+
+
+_DEFAULT_POOL = PoolManager()
+
+
+def request(
+    method: str,
+    url: str,
+    *,
+    body: _TYPE_BODY | None = None,
+    fields: _TYPE_FIELDS | None = None,
+    headers: typing.Mapping[str, str] | None = None,
+    preload_content: bool | None = True,
+    decode_content: bool | None = True,
+    redirect: bool | None = True,
+    retries: Retry | bool | int | None = None,
+    timeout: Timeout | float | int | None = 3,
+    json: typing.Any | None = None,
+) -> BaseHTTPResponse:
+    """
+    A convenience, top-level request method. It uses a module-global ``PoolManager`` instance.
+    Therefore, its side effects could be shared across dependencies relying on it.
+    To avoid side effects create a new ``PoolManager`` instance and use it instead.
+    The method does not accept low-level ``**urlopen_kw`` keyword arguments.
+
+    :param method:
+        HTTP request method (such as GET, POST, PUT, etc.)
+
+    :param url:
+        The URL to perform the request on.
+
+    :param body:
+        Data to send in the request body, either :class:`str`, :class:`bytes`,
+        an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+    :param fields:
+        Data to encode and send in the request body.
+
+    :param headers:
+        Dictionary of custom headers to send, such as User-Agent,
+        If-None-Match, etc.
+
+    :param bool preload_content:
+        If True, the response's body will be preloaded into memory.
+
+    :param bool decode_content:
+        If True, will attempt to decode the body based on the
+        'content-encoding' header.
+
+    :param redirect:
+        If True, automatically handle redirects (status codes 301, 302,
+        303, 307, 308). Each redirect counts as a retry. Disabling retries
+        will disable redirect, too.
+
+    :param retries:
+        Configure the number of retries to allow before raising a
+        :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+        If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
+        :class:`~urllib3.util.retry.Retry` object for fine-grained control
+        over different types of retries.
+        Pass an integer number to retry connection errors that many times,
+        but no other types of errors. Pass zero to never retry.
+
+        If ``False``, then retries are disabled and any exception is raised
+        immediately. Also, instead of raising a MaxRetryError on redirects,
+        the redirect response will be returned.
+
+    :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+    :param timeout:
+        If specified, overrides the default timeout for this one
+        request. It may be a float (in seconds) or an instance of
+        :class:`urllib3.util.Timeout`.
+
+    :param json:
+        Data to encode and send as JSON with UTF-encoded in the request body.
+        The ``"Content-Type"`` header will be set to ``"application/json"``
+        unless specified otherwise.
+    """
+
+    return _DEFAULT_POOL.request(
+        method,
+        url,
+        body=body,
+        fields=fields,
+        headers=headers,
+        preload_content=preload_content,
+        decode_content=decode_content,
+        redirect=redirect,
+        retries=retries,
+        timeout=timeout,
+        json=json,
+    )
+
+
+if sys.platform == "emscripten":
+    from .contrib.emscripten import inject_into_urllib3  # noqa: 401
+
+    inject_into_urllib3()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
new file mode 100644
index 000000000..29ca33487
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
@@ -0,0 +1,172 @@
+from __future__ import annotations
+
+import typing
+
+from .util.connection import _TYPE_SOCKET_OPTIONS
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+from .util.url import Url
+
+_TYPE_BODY = typing.Union[bytes, typing.IO[typing.Any], typing.Iterable[bytes], str]
+
+
+class ProxyConfig(typing.NamedTuple):
+    ssl_context: ssl.SSLContext | None
+    use_forwarding_for_https: bool
+    assert_hostname: None | str | typing.Literal[False]
+    assert_fingerprint: str | None
+
+
+class _ResponseOptions(typing.NamedTuple):
+    # TODO: Remove this in favor of a better
+    # HTTP request/response lifecycle tracking.
+    request_method: str
+    request_url: str
+    preload_content: bool
+    decode_content: bool
+    enforce_content_length: bool
+
+
+if typing.TYPE_CHECKING:
+    import ssl
+    from typing import Protocol
+
+    from .response import BaseHTTPResponse
+
+    class BaseHTTPConnection(Protocol):
+        default_port: typing.ClassVar[int]
+        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+        host: str
+        port: int
+        timeout: None | (
+            float
+        )  # Instance doesn't store _DEFAULT_TIMEOUT, must be resolved.
+        blocksize: int
+        source_address: tuple[str, int] | None
+        socket_options: _TYPE_SOCKET_OPTIONS | None
+
+        proxy: Url | None
+        proxy_config: ProxyConfig | None
+
+        is_verified: bool
+        proxy_is_verified: bool | None
+
+        def __init__(
+            self,
+            host: str,
+            port: int | None = None,
+            *,
+            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+            source_address: tuple[str, int] | None = None,
+            blocksize: int = 8192,
+            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
+            proxy: Url | None = None,
+            proxy_config: ProxyConfig | None = None,
+        ) -> None:
+            ...
+
+        def set_tunnel(
+            self,
+            host: str,
+            port: int | None = None,
+            headers: typing.Mapping[str, str] | None = None,
+            scheme: str = "http",
+        ) -> None:
+            ...
+
+        def connect(self) -> None:
+            ...
+
+        def request(
+            self,
+            method: str,
+            url: str,
+            body: _TYPE_BODY | None = None,
+            headers: typing.Mapping[str, str] | None = None,
+            # We know *at least* botocore is depending on the order of the
+            # first 3 parameters so to be safe we only mark the later ones
+            # as keyword-only to ensure we have space to extend.
+            *,
+            chunked: bool = False,
+            preload_content: bool = True,
+            decode_content: bool = True,
+            enforce_content_length: bool = True,
+        ) -> None:
+            ...
+
+        def getresponse(self) -> BaseHTTPResponse:
+            ...
+
+        def close(self) -> None:
+            ...
+
+        @property
+        def is_closed(self) -> bool:
+            """Whether the connection either is brand new or has been previously closed.
+            If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
+            properties must be False.
+            """
+
+        @property
+        def is_connected(self) -> bool:
+            """Whether the connection is actively connected to any origin (proxy or target)"""
+
+        @property
+        def has_connected_to_proxy(self) -> bool:
+            """Whether the connection has successfully connected to its proxy.
+            This returns False if no proxy is in use. Used to determine whether
+            errors are coming from the proxy layer or from tunnelling to the target origin.
+            """
+
+    class BaseHTTPSConnection(BaseHTTPConnection, Protocol):
+        default_port: typing.ClassVar[int]
+        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+        # Certificate verification methods
+        cert_reqs: int | str | None
+        assert_hostname: None | str | typing.Literal[False]
+        assert_fingerprint: str | None
+        ssl_context: ssl.SSLContext | None
+
+        # Trusted CAs
+        ca_certs: str | None
+        ca_cert_dir: str | None
+        ca_cert_data: None | str | bytes
+
+        # TLS version
+        ssl_minimum_version: int | None
+        ssl_maximum_version: int | None
+        ssl_version: int | str | None  # Deprecated
+
+        # Client certificates
+        cert_file: str | None
+        key_file: str | None
+        key_password: str | None
+
+        def __init__(
+            self,
+            host: str,
+            port: int | None = None,
+            *,
+            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+            source_address: tuple[str, int] | None = None,
+            blocksize: int = 16384,
+            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
+            proxy: Url | None = None,
+            proxy_config: ProxyConfig | None = None,
+            cert_reqs: int | str | None = None,
+            assert_hostname: None | str | typing.Literal[False] = None,
+            assert_fingerprint: str | None = None,
+            server_hostname: str | None = None,
+            ssl_context: ssl.SSLContext | None = None,
+            ca_certs: str | None = None,
+            ca_cert_dir: str | None = None,
+            ca_cert_data: None | str | bytes = None,
+            ssl_minimum_version: int | None = None,
+            ssl_maximum_version: int | None = None,
+            ssl_version: int | str | None = None,  # Deprecated
+            cert_file: str | None = None,
+            key_file: str | None = None,
+            key_password: str | None = None,
+        ) -> None:
+            ...
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
new file mode 100644
index 000000000..8a4409a12
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
@@ -0,0 +1,483 @@
+from __future__ import annotations
+
+import typing
+from collections import OrderedDict
+from enum import Enum, auto
+from threading import RLock
+
+if typing.TYPE_CHECKING:
+    # We can only import Protocol if TYPE_CHECKING because it's a development
+    # dependency, and is not available at runtime.
+    from typing import Protocol
+
+    from typing_extensions import Self
+
+    class HasGettableStringKeys(Protocol):
+        def keys(self) -> typing.Iterator[str]:
+            ...
+
+        def __getitem__(self, key: str) -> str:
+            ...
+
+
+__all__ = ["RecentlyUsedContainer", "HTTPHeaderDict"]
+
+
+# Key type
+_KT = typing.TypeVar("_KT")
+# Value type
+_VT = typing.TypeVar("_VT")
+# Default type
+_DT = typing.TypeVar("_DT")
+
+ValidHTTPHeaderSource = typing.Union[
+    "HTTPHeaderDict",
+    typing.Mapping[str, str],
+    typing.Iterable[typing.Tuple[str, str]],
+    "HasGettableStringKeys",
+]
+
+
+class _Sentinel(Enum):
+    not_passed = auto()
+
+
+def ensure_can_construct_http_header_dict(
+    potential: object,
+) -> ValidHTTPHeaderSource | None:
+    if isinstance(potential, HTTPHeaderDict):
+        return potential
+    elif isinstance(potential, typing.Mapping):
+        # Full runtime checking of the contents of a Mapping is expensive, so for the
+        # purposes of typechecking, we assume that any Mapping is the right shape.
+        return typing.cast(typing.Mapping[str, str], potential)
+    elif isinstance(potential, typing.Iterable):
+        # Similarly to Mapping, full runtime checking of the contents of an Iterable is
+        # expensive, so for the purposes of typechecking, we assume that any Iterable
+        # is the right shape.
+        return typing.cast(typing.Iterable[typing.Tuple[str, str]], potential)
+    elif hasattr(potential, "keys") and hasattr(potential, "__getitem__"):
+        return typing.cast("HasGettableStringKeys", potential)
+    else:
+        return None
+
+
+class RecentlyUsedContainer(typing.Generic[_KT, _VT], typing.MutableMapping[_KT, _VT]):
+    """
+    Provides a thread-safe dict-like container which maintains up to
+    ``maxsize`` keys while throwing away the least-recently-used keys beyond
+    ``maxsize``.
+
+    :param maxsize:
+        Maximum number of recent elements to retain.
+
+    :param dispose_func:
+        Every time an item is evicted from the container,
+        ``dispose_func(value)`` is called.  Callback which will get called
+    """
+
+    _container: typing.OrderedDict[_KT, _VT]
+    _maxsize: int
+    dispose_func: typing.Callable[[_VT], None] | None
+    lock: RLock
+
+    def __init__(
+        self,
+        maxsize: int = 10,
+        dispose_func: typing.Callable[[_VT], None] | None = None,
+    ) -> None:
+        super().__init__()
+        self._maxsize = maxsize
+        self.dispose_func = dispose_func
+        self._container = OrderedDict()
+        self.lock = RLock()
+
+    def __getitem__(self, key: _KT) -> _VT:
+        # Re-insert the item, moving it to the end of the eviction line.
+        with self.lock:
+            item = self._container.pop(key)
+            self._container[key] = item
+            return item
+
+    def __setitem__(self, key: _KT, value: _VT) -> None:
+        evicted_item = None
+        with self.lock:
+            # Possibly evict the existing value of 'key'
+            try:
+                # If the key exists, we'll overwrite it, which won't change the
+                # size of the pool. Because accessing a key should move it to
+                # the end of the eviction line, we pop it out first.
+                evicted_item = key, self._container.pop(key)
+                self._container[key] = value
+            except KeyError:
+                # When the key does not exist, we insert the value first so that
+                # evicting works in all cases, including when self._maxsize is 0
+                self._container[key] = value
+                if len(self._container) > self._maxsize:
+                    # If we didn't evict an existing value, and we've hit our maximum
+                    # size, then we have to evict the least recently used item from
+                    # the beginning of the container.
+                    evicted_item = self._container.popitem(last=False)
+
+        # After releasing the lock on the pool, dispose of any evicted value.
+        if evicted_item is not None and self.dispose_func:
+            _, evicted_value = evicted_item
+            self.dispose_func(evicted_value)
+
+    def __delitem__(self, key: _KT) -> None:
+        with self.lock:
+            value = self._container.pop(key)
+
+        if self.dispose_func:
+            self.dispose_func(value)
+
+    def __len__(self) -> int:
+        with self.lock:
+            return len(self._container)
+
+    def __iter__(self) -> typing.NoReturn:
+        raise NotImplementedError(
+            "Iteration over this class is unlikely to be threadsafe."
+        )
+
+    def clear(self) -> None:
+        with self.lock:
+            # Copy pointers to all values, then wipe the mapping
+            values = list(self._container.values())
+            self._container.clear()
+
+        if self.dispose_func:
+            for value in values:
+                self.dispose_func(value)
+
+    def keys(self) -> set[_KT]:  # type: ignore[override]
+        with self.lock:
+            return set(self._container.keys())
+
+
+class HTTPHeaderDictItemView(typing.Set[typing.Tuple[str, str]]):
+    """
+    HTTPHeaderDict is unusual for a Mapping[str, str] in that it has two modes of
+    address.
+
+    If we directly try to get an item with a particular name, we will get a string
+    back that is the concatenated version of all the values:
+
+    >>> d['X-Header-Name']
+    'Value1, Value2, Value3'
+
+    However, if we iterate over an HTTPHeaderDict's items, we will optionally combine
+    these values based on whether combine=True was called when building up the dictionary
+
+    >>> d = HTTPHeaderDict({"A": "1", "B": "foo"})
+    >>> d.add("A", "2", combine=True)
+    >>> d.add("B", "bar")
+    >>> list(d.items())
+    [
+        ('A', '1, 2'),
+        ('B', 'foo'),
+        ('B', 'bar'),
+    ]
+
+    This class conforms to the interface required by the MutableMapping ABC while
+    also giving us the nonstandard iteration behavior we want; items with duplicate
+    keys, ordered by time of first insertion.
+    """
+
+    _headers: HTTPHeaderDict
+
+    def __init__(self, headers: HTTPHeaderDict) -> None:
+        self._headers = headers
+
+    def __len__(self) -> int:
+        return len(list(self._headers.iteritems()))
+
+    def __iter__(self) -> typing.Iterator[tuple[str, str]]:
+        return self._headers.iteritems()
+
+    def __contains__(self, item: object) -> bool:
+        if isinstance(item, tuple) and len(item) == 2:
+            passed_key, passed_val = item
+            if isinstance(passed_key, str) and isinstance(passed_val, str):
+                return self._headers._has_value_for_header(passed_key, passed_val)
+        return False
+
+
+class HTTPHeaderDict(typing.MutableMapping[str, str]):
+    """
+    :param headers:
+        An iterable of field-value pairs. Must not contain multiple field names
+        when compared case-insensitively.
+
+    :param kwargs:
+        Additional field-value pairs to pass in to ``dict.update``.
+
+    A ``dict`` like container for storing HTTP Headers.
+
+    Field names are stored and compared case-insensitively in compliance with
+    RFC 7230. Iteration provides the first case-sensitive key seen for each
+    case-insensitive pair.
+
+    Using ``__setitem__`` syntax overwrites fields that compare equal
+    case-insensitively in order to maintain ``dict``'s api. For fields that
+    compare equal, instead create a new ``HTTPHeaderDict`` and use ``.add``
+    in a loop.
+
+    If multiple fields that are equal case-insensitively are passed to the
+    constructor or ``.update``, the behavior is undefined and some will be
+    lost.
+
+    >>> headers = HTTPHeaderDict()
+    >>> headers.add('Set-Cookie', 'foo=bar')
+    >>> headers.add('set-cookie', 'baz=quxx')
+    >>> headers['content-length'] = '7'
+    >>> headers['SET-cookie']
+    'foo=bar, baz=quxx'
+    >>> headers['Content-Length']
+    '7'
+    """
+
+    _container: typing.MutableMapping[str, list[str]]
+
+    def __init__(self, headers: ValidHTTPHeaderSource | None = None, **kwargs: str):
+        super().__init__()
+        self._container = {}  # 'dict' is insert-ordered
+        if headers is not None:
+            if isinstance(headers, HTTPHeaderDict):
+                self._copy_from(headers)
+            else:
+                self.extend(headers)
+        if kwargs:
+            self.extend(kwargs)
+
+    def __setitem__(self, key: str, val: str) -> None:
+        # avoid a bytes/str comparison by decoding before httplib
+        if isinstance(key, bytes):
+            key = key.decode("latin-1")
+        self._container[key.lower()] = [key, val]
+
+    def __getitem__(self, key: str) -> str:
+        val = self._container[key.lower()]
+        return ", ".join(val[1:])
+
+    def __delitem__(self, key: str) -> None:
+        del self._container[key.lower()]
+
+    def __contains__(self, key: object) -> bool:
+        if isinstance(key, str):
+            return key.lower() in self._container
+        return False
+
+    def setdefault(self, key: str, default: str = "") -> str:
+        return super().setdefault(key, default)
+
+    def __eq__(self, other: object) -> bool:
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return False
+        else:
+            other_as_http_header_dict = type(self)(maybe_constructable)
+
+        return {k.lower(): v for k, v in self.itermerged()} == {
+            k.lower(): v for k, v in other_as_http_header_dict.itermerged()
+        }
+
+    def __ne__(self, other: object) -> bool:
+        return not self.__eq__(other)
+
+    def __len__(self) -> int:
+        return len(self._container)
+
+    def __iter__(self) -> typing.Iterator[str]:
+        # Only provide the originally cased names
+        for vals in self._container.values():
+            yield vals[0]
+
+    def discard(self, key: str) -> None:
+        try:
+            del self[key]
+        except KeyError:
+            pass
+
+    def add(self, key: str, val: str, *, combine: bool = False) -> None:
+        """Adds a (name, value) pair, doesn't overwrite the value if it already
+        exists.
+
+        If this is called with combine=True, instead of adding a new header value
+        as a distinct item during iteration, this will instead append the value to
+        any existing header value with a comma. If no existing header value exists
+        for the key, then the value will simply be added, ignoring the combine parameter.
+
+        >>> headers = HTTPHeaderDict(foo='bar')
+        >>> headers.add('Foo', 'baz')
+        >>> headers['foo']
+        'bar, baz'
+        >>> list(headers.items())
+        [('foo', 'bar'), ('foo', 'baz')]
+        >>> headers.add('foo', 'quz', combine=True)
+        >>> list(headers.items())
+        [('foo', 'bar, baz, quz')]
+        """
+        # avoid a bytes/str comparison by decoding before httplib
+        if isinstance(key, bytes):
+            key = key.decode("latin-1")
+        key_lower = key.lower()
+        new_vals = [key, val]
+        # Keep the common case aka no item present as fast as possible
+        vals = self._container.setdefault(key_lower, new_vals)
+        if new_vals is not vals:
+            # if there are values here, then there is at least the initial
+            # key/value pair
+            assert len(vals) >= 2
+            if combine:
+                vals[-1] = vals[-1] + ", " + val
+            else:
+                vals.append(val)
+
+    def extend(self, *args: ValidHTTPHeaderSource, **kwargs: str) -> None:
+        """Generic import function for any type of header-like object.
+        Adapted version of MutableMapping.update in order to insert items
+        with self.add instead of self.__setitem__
+        """
+        if len(args) > 1:
+            raise TypeError(
+                f"extend() takes at most 1 positional arguments ({len(args)} given)"
+            )
+        other = args[0] if len(args) >= 1 else ()
+
+        if isinstance(other, HTTPHeaderDict):
+            for key, val in other.iteritems():
+                self.add(key, val)
+        elif isinstance(other, typing.Mapping):
+            for key, val in other.items():
+                self.add(key, val)
+        elif isinstance(other, typing.Iterable):
+            other = typing.cast(typing.Iterable[typing.Tuple[str, str]], other)
+            for key, value in other:
+                self.add(key, value)
+        elif hasattr(other, "keys") and hasattr(other, "__getitem__"):
+            # THIS IS NOT A TYPESAFE BRANCH
+            # In this branch, the object has a `keys` attr but is not a Mapping or any of
+            # the other types indicated in the method signature. We do some stuff with
+            # it as though it partially implements the Mapping interface, but we're not
+            # doing that stuff safely AT ALL.
+            for key in other.keys():
+                self.add(key, other[key])
+
+        for key, value in kwargs.items():
+            self.add(key, value)
+
+    @typing.overload
+    def getlist(self, key: str) -> list[str]:
+        ...
+
+    @typing.overload
+    def getlist(self, key: str, default: _DT) -> list[str] | _DT:
+        ...
+
+    def getlist(
+        self, key: str, default: _Sentinel | _DT = _Sentinel.not_passed
+    ) -> list[str] | _DT:
+        """Returns a list of all the values for the named field. Returns an
+        empty list if the key doesn't exist."""
+        try:
+            vals = self._container[key.lower()]
+        except KeyError:
+            if default is _Sentinel.not_passed:
+                # _DT is unbound; empty list is instance of List[str]
+                return []
+            # _DT is bound; default is instance of _DT
+            return default
+        else:
+            # _DT may or may not be bound; vals[1:] is instance of List[str], which
+            # meets our external interface requirement of `Union[List[str], _DT]`.
+            return vals[1:]
+
+    def _prepare_for_method_change(self) -> Self:
+        """
+        Remove content-specific header fields before changing the request
+        method to GET or HEAD according to RFC 9110, Section 15.4.
+        """
+        content_specific_headers = [
+            "Content-Encoding",
+            "Content-Language",
+            "Content-Location",
+            "Content-Type",
+            "Content-Length",
+            "Digest",
+            "Last-Modified",
+        ]
+        for header in content_specific_headers:
+            self.discard(header)
+        return self
+
+    # Backwards compatibility for httplib
+    getheaders = getlist
+    getallmatchingheaders = getlist
+    iget = getlist
+
+    # Backwards compatibility for http.cookiejar
+    get_all = getlist
+
+    def __repr__(self) -> str:
+        return f"{type(self).__name__}({dict(self.itermerged())})"
+
+    def _copy_from(self, other: HTTPHeaderDict) -> None:
+        for key in other:
+            val = other.getlist(key)
+            self._container[key.lower()] = [key, *val]
+
+    def copy(self) -> Self:
+        clone = type(self)()
+        clone._copy_from(self)
+        return clone
+
+    def iteritems(self) -> typing.Iterator[tuple[str, str]]:
+        """Iterate over all header lines, including duplicate ones."""
+        for key in self:
+            vals = self._container[key.lower()]
+            for val in vals[1:]:
+                yield vals[0], val
+
+    def itermerged(self) -> typing.Iterator[tuple[str, str]]:
+        """Iterate over all headers, merging duplicate ones together."""
+        for key in self:
+            val = self._container[key.lower()]
+            yield val[0], ", ".join(val[1:])
+
+    def items(self) -> HTTPHeaderDictItemView:  # type: ignore[override]
+        return HTTPHeaderDictItemView(self)
+
+    def _has_value_for_header(self, header_name: str, potential_value: str) -> bool:
+        if header_name in self:
+            return potential_value in self._container[header_name.lower()][1:]
+        return False
+
+    def __ior__(self, other: object) -> HTTPHeaderDict:
+        # Supports extending a header dict in-place using operator |=
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        self.extend(maybe_constructable)
+        return self
+
+    def __or__(self, other: object) -> Self:
+        # Supports merging header dicts using operator |
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        result = self.copy()
+        result.extend(maybe_constructable)
+        return result
+
+    def __ror__(self, other: object) -> Self:
+        # Supports merging header dicts using operator | when other is on left side
+        # combining items with add instead of __setitem__
+        maybe_constructable = ensure_can_construct_http_header_dict(other)
+        if maybe_constructable is None:
+            return NotImplemented
+        result = type(self)(maybe_constructable)
+        result.extend(self)
+        return result
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
new file mode 100644
index 000000000..632042f03
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
@@ -0,0 +1,279 @@
+from __future__ import annotations
+
+import json as _json
+import typing
+from urllib.parse import urlencode
+
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from .filepost import _TYPE_FIELDS, encode_multipart_formdata
+from .response import BaseHTTPResponse
+
+__all__ = ["RequestMethods"]
+
+_TYPE_ENCODE_URL_FIELDS = typing.Union[
+    typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]],
+    typing.Mapping[str, typing.Union[str, bytes]],
+]
+
+
+class RequestMethods:
+    """
+    Convenience mixin for classes who implement a :meth:`urlopen` method, such
+    as :class:`urllib3.HTTPConnectionPool` and
+    :class:`urllib3.PoolManager`.
+
+    Provides behavior for making common types of HTTP request methods and
+    decides which type of request field encoding to use.
+
+    Specifically,
+
+    :meth:`.request_encode_url` is for sending requests whose fields are
+    encoded in the URL (such as GET, HEAD, DELETE).
+
+    :meth:`.request_encode_body` is for sending requests whose fields are
+    encoded in the *body* of the request using multipart or www-form-urlencoded
+    (such as for POST, PUT, PATCH).
+
+    :meth:`.request` is for making any kind of request, it will look up the
+    appropriate encoding format and use one of the above two methods to make
+    the request.
+
+    Initializer parameters:
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+    """
+
+    _encode_url_methods = {"DELETE", "GET", "HEAD", "OPTIONS"}
+
+    def __init__(self, headers: typing.Mapping[str, str] | None = None) -> None:
+        self.headers = headers or {}
+
+    def urlopen(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        encode_multipart: bool = True,
+        multipart_boundary: str | None = None,
+        **kw: typing.Any,
+    ) -> BaseHTTPResponse:  # Abstract
+        raise NotImplementedError(
+            "Classes extending RequestMethods must implement "
+            "their own ``urlopen`` method."
+        )
+
+    def request(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        fields: _TYPE_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        json: typing.Any | None = None,
+        **urlopen_kw: typing.Any,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the appropriate encoding of
+        ``fields`` based on the ``method`` used.
+
+        This is a convenience method that requires the least amount of manual
+        effort. It can be used in most situations, while still having the
+        option to drop down to more specific methods when necessary, such as
+        :meth:`request_encode_url`, :meth:`request_encode_body`,
+        or even the lowest level :meth:`urlopen`.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param fields:
+            Data to encode and send in the request body.  Values are processed
+            by :func:`urllib.parse.urlencode`.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param json:
+            Data to encode and send as JSON with UTF-encoded in the request body.
+            The ``"Content-Type"`` header will be set to ``"application/json"``
+            unless specified otherwise.
+        """
+        method = method.upper()
+
+        if json is not None and body is not None:
+            raise TypeError(
+                "request got values for both 'body' and 'json' parameters which are mutually exclusive"
+            )
+
+        if json is not None:
+            if headers is None:
+                headers = self.headers
+
+            if not ("content-type" in map(str.lower, headers.keys())):
+                headers = HTTPHeaderDict(headers)
+                headers["Content-Type"] = "application/json"
+
+            body = _json.dumps(json, separators=(",", ":"), ensure_ascii=False).encode(
+                "utf-8"
+            )
+
+        if body is not None:
+            urlopen_kw["body"] = body
+
+        if method in self._encode_url_methods:
+            return self.request_encode_url(
+                method,
+                url,
+                fields=fields,  # type: ignore[arg-type]
+                headers=headers,
+                **urlopen_kw,
+            )
+        else:
+            return self.request_encode_body(
+                method, url, fields=fields, headers=headers, **urlopen_kw
+            )
+
+    def request_encode_url(
+        self,
+        method: str,
+        url: str,
+        fields: _TYPE_ENCODE_URL_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        **urlopen_kw: str,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the ``fields`` encoded in
+        the url. This is useful for request methods like GET, HEAD, DELETE, etc.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param fields:
+            Data to encode and send in the request body.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+        """
+        if headers is None:
+            headers = self.headers
+
+        extra_kw: dict[str, typing.Any] = {"headers": headers}
+        extra_kw.update(urlopen_kw)
+
+        if fields:
+            url += "?" + urlencode(fields)
+
+        return self.urlopen(method, url, **extra_kw)
+
+    def request_encode_body(
+        self,
+        method: str,
+        url: str,
+        fields: _TYPE_FIELDS | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        encode_multipart: bool = True,
+        multipart_boundary: str | None = None,
+        **urlopen_kw: str,
+    ) -> BaseHTTPResponse:
+        """
+        Make a request using :meth:`urlopen` with the ``fields`` encoded in
+        the body. This is useful for request methods like POST, PUT, PATCH, etc.
+
+        When ``encode_multipart=True`` (default), then
+        :func:`urllib3.encode_multipart_formdata` is used to encode
+        the payload with the appropriate content type. Otherwise
+        :func:`urllib.parse.urlencode` is used with the
+        'application/x-www-form-urlencoded' content type.
+
+        Multipart encoding must be used when posting files, and it's reasonably
+        safe to use it in other times too. However, it may break request
+        signing, such as with OAuth.
+
+        Supports an optional ``fields`` parameter of key/value strings AND
+        key/filetuple. A filetuple is a (filename, data, MIME type) tuple where
+        the MIME type is optional. For example::
+
+            fields = {
+                'foo': 'bar',
+                'fakefile': ('foofile.txt', 'contents of foofile'),
+                'realfile': ('barfile.txt', open('realfile').read()),
+                'typedfile': ('bazfile.bin', open('bazfile').read(),
+                              'image/jpeg'),
+                'nonamefile': 'contents of nonamefile field',
+            }
+
+        When uploading a file, providing a filename (the first parameter of the
+        tuple) is optional but recommended to best mimic behavior of browsers.
+
+        Note that if ``headers`` are supplied, the 'Content-Type' header will
+        be overwritten because it depends on the dynamic random boundary string
+        which is used to compose the body of the request. The random boundary
+        string can be explicitly set with the ``multipart_boundary`` parameter.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param fields:
+            Data to encode and send in the request body.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param encode_multipart:
+            If True, encode the ``fields`` using the multipart/form-data MIME
+            format.
+
+        :param multipart_boundary:
+            If not specified, then a random boundary will be generated using
+            :func:`urllib3.filepost.choose_boundary`.
+        """
+        if headers is None:
+            headers = self.headers
+
+        extra_kw: dict[str, typing.Any] = {"headers": HTTPHeaderDict(headers)}
+        body: bytes | str
+
+        if fields:
+            if "body" in urlopen_kw:
+                raise TypeError(
+                    "request got values for both 'fields' and 'body', can only specify one."
+                )
+
+            if encode_multipart:
+                body, content_type = encode_multipart_formdata(
+                    fields, boundary=multipart_boundary
+                )
+            else:
+                body, content_type = (
+                    urlencode(fields),  # type: ignore[arg-type]
+                    "application/x-www-form-urlencoded",
+                )
+
+            extra_kw["body"] = body
+            extra_kw["headers"].setdefault("Content-Type", content_type)
+
+        extra_kw.update(urlopen_kw)
+
+        return self.urlopen(method, url, **extra_kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
new file mode 100644
index 000000000..7442f2b84
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
@@ -0,0 +1,4 @@
+# This file is protected via CODEOWNERS
+from __future__ import annotations
+
+__version__ = "2.2.2"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
new file mode 100644
index 000000000..1b1627920
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
@@ -0,0 +1,929 @@
+from __future__ import annotations
+
+import datetime
+import logging
+import os
+import re
+import socket
+import sys
+import typing
+import warnings
+from http.client import HTTPConnection as _HTTPConnection
+from http.client import HTTPException as HTTPException  # noqa: F401
+from http.client import ResponseNotReady
+from socket import timeout as SocketTimeout
+
+if typing.TYPE_CHECKING:
+    from .response import HTTPResponse
+    from .util.ssl_ import _TYPE_PEER_CERT_RET_DICT
+    from .util.ssltransport import SSLTransport
+
+from ._collections import HTTPHeaderDict
+from .util.response import assert_header_parsing
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT, Timeout
+from .util.util import to_str
+from .util.wait import wait_for_read
+
+try:  # Compiled with SSL?
+    import ssl
+
+    BaseSSLError = ssl.SSLError
+except (ImportError, AttributeError):
+    ssl = None  # type: ignore[assignment]
+
+    class BaseSSLError(BaseException):  # type: ignore[no-redef]
+        pass
+
+
+from ._base_connection import _TYPE_BODY
+from ._base_connection import ProxyConfig as ProxyConfig
+from ._base_connection import _ResponseOptions as _ResponseOptions
+from ._version import __version__
+from .exceptions import (
+    ConnectTimeoutError,
+    HeaderParsingError,
+    NameResolutionError,
+    NewConnectionError,
+    ProxyError,
+    SystemTimeWarning,
+)
+from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection, ssl_
+from .util.request import body_to_chunks
+from .util.ssl_ import assert_fingerprint as _assert_fingerprint
+from .util.ssl_ import (
+    create_urllib3_context,
+    is_ipaddress,
+    resolve_cert_reqs,
+    resolve_ssl_version,
+    ssl_wrap_socket,
+)
+from .util.ssl_match_hostname import CertificateError, match_hostname
+from .util.url import Url
+
+# Not a no-op, we're adding this to the namespace so it can be imported.
+ConnectionError = ConnectionError
+BrokenPipeError = BrokenPipeError
+
+
+log = logging.getLogger(__name__)
+
+port_by_scheme = {"http": 80, "https": 443}
+
+# When it comes time to update this value as a part of regular maintenance
+# (ie test_recent_date is failing) update it to ~6 months before the current date.
+RECENT_DATE = datetime.date(2023, 6, 1)
+
+_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
+
+_HAS_SYS_AUDIT = hasattr(sys, "audit")
+
+
+class HTTPConnection(_HTTPConnection):
+    """
+    Based on :class:`http.client.HTTPConnection` but provides an extra constructor
+    backwards-compatibility layer between older and newer Pythons.
+
+    Additional keyword parameters are used to configure attributes of the connection.
+    Accepted parameters include:
+
+    - ``source_address``: Set the source address for the current connection.
+    - ``socket_options``: Set specific options on the underlying socket. If not specified, then
+      defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
+      Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
+
+      For example, if you wish to enable TCP Keep Alive in addition to the defaults,
+      you might pass:
+
+      .. code-block:: python
+
+         HTTPConnection.default_socket_options + [
+             (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+         ]
+
+      Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
+    """
+
+    default_port: typing.ClassVar[int] = port_by_scheme["http"]  # type: ignore[misc]
+
+    #: Disable Nagle's algorithm by default.
+    #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
+    default_socket_options: typing.ClassVar[connection._TYPE_SOCKET_OPTIONS] = [
+        (socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)
+    ]
+
+    #: Whether this connection verifies the host's certificate.
+    is_verified: bool = False
+
+    #: Whether this proxy connection verified the proxy host's certificate.
+    # If no proxy is currently connected to the value will be ``None``.
+    proxy_is_verified: bool | None = None
+
+    blocksize: int
+    source_address: tuple[str, int] | None
+    socket_options: connection._TYPE_SOCKET_OPTIONS | None
+
+    _has_connected_to_proxy: bool
+    _response_options: _ResponseOptions | None
+    _tunnel_host: str | None
+    _tunnel_port: int | None
+    _tunnel_scheme: str | None
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | (connection._TYPE_SOCKET_OPTIONS) = default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+    ) -> None:
+        super().__init__(
+            host=host,
+            port=port,
+            timeout=Timeout.resolve_default_timeout(timeout),
+            source_address=source_address,
+            blocksize=blocksize,
+        )
+        self.socket_options = socket_options
+        self.proxy = proxy
+        self.proxy_config = proxy_config
+
+        self._has_connected_to_proxy = False
+        self._response_options = None
+        self._tunnel_host: str | None = None
+        self._tunnel_port: int | None = None
+        self._tunnel_scheme: str | None = None
+
+    @property
+    def host(self) -> str:
+        """
+        Getter method to remove any trailing dots that indicate the hostname is an FQDN.
+
+        In general, SSL certificates don't include the trailing dot indicating a
+        fully-qualified domain name, and thus, they don't validate properly when
+        checked against a domain name that includes the dot. In addition, some
+        servers may not expect to receive the trailing dot when provided.
+
+        However, the hostname with trailing dot is critical to DNS resolution; doing a
+        lookup with the trailing dot will properly only resolve the appropriate FQDN,
+        whereas a lookup without a trailing dot will search the system's search domain
+        list. Thus, it's important to keep the original host around for use only in
+        those cases where it's appropriate (i.e., when doing DNS lookup to establish the
+        actual TCP connection across which we're going to send HTTP requests).
+        """
+        return self._dns_host.rstrip(".")
+
+    @host.setter
+    def host(self, value: str) -> None:
+        """
+        Setter for the `host` property.
+
+        We assume that only urllib3 uses the _dns_host attribute; httplib itself
+        only uses `host`, and it seems reasonable that other libraries follow suit.
+        """
+        self._dns_host = value
+
+    def _new_conn(self) -> socket.socket:
+        """Establish a socket connection and set nodelay settings on it.
+
+        :return: New socket connection.
+        """
+        try:
+            sock = connection.create_connection(
+                (self._dns_host, self.port),
+                self.timeout,
+                source_address=self.source_address,
+                socket_options=self.socket_options,
+            )
+        except socket.gaierror as e:
+            raise NameResolutionError(self.host, self, e) from e
+        except SocketTimeout as e:
+            raise ConnectTimeoutError(
+                self,
+                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+            ) from e
+
+        except OSError as e:
+            raise NewConnectionError(
+                self, f"Failed to establish a new connection: {e}"
+            ) from e
+
+        # Audit hooks are only available in Python 3.8+
+        if _HAS_SYS_AUDIT:
+            sys.audit("http.client.connect", self, self.host, self.port)
+
+        return sock
+
+    def set_tunnel(
+        self,
+        host: str,
+        port: int | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        scheme: str = "http",
+    ) -> None:
+        if scheme not in ("http", "https"):
+            raise ValueError(
+                f"Invalid proxy scheme for tunneling: {scheme!r}, must be either 'http' or 'https'"
+            )
+        super().set_tunnel(host, port=port, headers=headers)
+        self._tunnel_scheme = scheme
+
+    def connect(self) -> None:
+        self.sock = self._new_conn()
+        if self._tunnel_host:
+            # If we're tunneling it means we're connected to our proxy.
+            self._has_connected_to_proxy = True
+
+            # TODO: Fix tunnel so it doesn't depend on self.sock state.
+            self._tunnel()  # type: ignore[attr-defined]
+
+        # If there's a proxy to be connected to we are fully connected.
+        # This is set twice (once above and here) due to forwarding proxies
+        # not using tunnelling.
+        self._has_connected_to_proxy = bool(self.proxy)
+
+        if self._has_connected_to_proxy:
+            self.proxy_is_verified = False
+
+    @property
+    def is_closed(self) -> bool:
+        return self.sock is None
+
+    @property
+    def is_connected(self) -> bool:
+        if self.sock is None:
+            return False
+        return not wait_for_read(self.sock, timeout=0.0)
+
+    @property
+    def has_connected_to_proxy(self) -> bool:
+        return self._has_connected_to_proxy
+
+    @property
+    def proxy_is_forwarding(self) -> bool:
+        """
+        Return True if a forwarding proxy is configured, else return False
+        """
+        return bool(self.proxy) and self._tunnel_host is None
+
+    def close(self) -> None:
+        try:
+            super().close()
+        finally:
+            # Reset all stateful properties so connection
+            # can be re-used without leaking prior configs.
+            self.sock = None
+            self.is_verified = False
+            self.proxy_is_verified = None
+            self._has_connected_to_proxy = False
+            self._response_options = None
+            self._tunnel_host = None
+            self._tunnel_port = None
+            self._tunnel_scheme = None
+
+    def putrequest(
+        self,
+        method: str,
+        url: str,
+        skip_host: bool = False,
+        skip_accept_encoding: bool = False,
+    ) -> None:
+        """"""
+        # Empty docstring because the indentation of CPython's implementation
+        # is broken but we don't want this method in our documentation.
+        match = _CONTAINS_CONTROL_CHAR_RE.search(method)
+        if match:
+            raise ValueError(
+                f"Method cannot contain non-token characters {method!r} (found at least {match.group()!r})"
+            )
+
+        return super().putrequest(
+            method, url, skip_host=skip_host, skip_accept_encoding=skip_accept_encoding
+        )
+
+    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
+        """"""
+        if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
+            super().putheader(header, *values)
+        elif to_str(header.lower()) not in SKIPPABLE_HEADERS:
+            skippable_headers = "', '".join(
+                [str.title(header) for header in sorted(SKIPPABLE_HEADERS)]
+            )
+            raise ValueError(
+                f"urllib3.util.SKIP_HEADER only supports '{skippable_headers}'"
+            )
+
+    # `request` method's signature intentionally violates LSP.
+    # urllib3's API is different from `http.client.HTTPConnection` and the subclassing is only incidental.
+    def request(  # type: ignore[override]
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        *,
+        chunked: bool = False,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> None:
+        # Update the inner socket's timeout value to send the request.
+        # This only triggers if the connection is re-used.
+        if self.sock is not None:
+            self.sock.settimeout(self.timeout)
+
+        # Store these values to be fed into the HTTPResponse
+        # object later. TODO: Remove this in favor of a real
+        # HTTP lifecycle mechanism.
+
+        # We have to store these before we call .request()
+        # because sometimes we can still salvage a response
+        # off the wire even if we aren't able to completely
+        # send the request body.
+        self._response_options = _ResponseOptions(
+            request_method=method,
+            request_url=url,
+            preload_content=preload_content,
+            decode_content=decode_content,
+            enforce_content_length=enforce_content_length,
+        )
+
+        if headers is None:
+            headers = {}
+        header_keys = frozenset(to_str(k.lower()) for k in headers)
+        skip_accept_encoding = "accept-encoding" in header_keys
+        skip_host = "host" in header_keys
+        self.putrequest(
+            method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
+        )
+
+        # Transform the body into an iterable of sendall()-able chunks
+        # and detect if an explicit Content-Length is doable.
+        chunks_and_cl = body_to_chunks(body, method=method, blocksize=self.blocksize)
+        chunks = chunks_and_cl.chunks
+        content_length = chunks_and_cl.content_length
+
+        # When chunked is explicit set to 'True' we respect that.
+        if chunked:
+            if "transfer-encoding" not in header_keys:
+                self.putheader("Transfer-Encoding", "chunked")
+        else:
+            # Detect whether a framing mechanism is already in use. If so
+            # we respect that value, otherwise we pick chunked vs content-length
+            # depending on the type of 'body'.
+            if "content-length" in header_keys:
+                chunked = False
+            elif "transfer-encoding" in header_keys:
+                chunked = True
+
+            # Otherwise we go off the recommendation of 'body_to_chunks()'.
+            else:
+                chunked = False
+                if content_length is None:
+                    if chunks is not None:
+                        chunked = True
+                        self.putheader("Transfer-Encoding", "chunked")
+                else:
+                    self.putheader("Content-Length", str(content_length))
+
+        # Now that framing headers are out of the way we send all the other headers.
+        if "user-agent" not in header_keys:
+            self.putheader("User-Agent", _get_default_user_agent())
+        for header, value in headers.items():
+            self.putheader(header, value)
+        self.endheaders()
+
+        # If we're given a body we start sending that in chunks.
+        if chunks is not None:
+            for chunk in chunks:
+                # Sending empty chunks isn't allowed for TE: chunked
+                # as it indicates the end of the body.
+                if not chunk:
+                    continue
+                if isinstance(chunk, str):
+                    chunk = chunk.encode("utf-8")
+                if chunked:
+                    self.send(b"%x\r\n%b\r\n" % (len(chunk), chunk))
+                else:
+                    self.send(chunk)
+
+        # Regardless of whether we have a body or not, if we're in
+        # chunked mode we want to send an explicit empty chunk.
+        if chunked:
+            self.send(b"0\r\n\r\n")
+
+    def request_chunked(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+    ) -> None:
+        """
+        Alternative to the common request method, which sends the
+        body with chunked encoding and not as one block
+        """
+        warnings.warn(
+            "HTTPConnection.request_chunked() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead use HTTPConnection.request(..., chunked=True).",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        self.request(method, url, body=body, headers=headers, chunked=True)
+
+    def getresponse(  # type: ignore[override]
+        self,
+    ) -> HTTPResponse:
+        """
+        Get the response from the server.
+
+        If the HTTPConnection is in the correct state, returns an instance of HTTPResponse or of whatever object is returned by the response_class variable.
+
+        If a request has not been sent or if a previous response has not be handled, ResponseNotReady is raised. If the HTTP response indicates that the connection should be closed, then it will be closed before the response is returned. When the connection is closed, the underlying socket is closed.
+        """
+        # Raise the same error as http.client.HTTPConnection
+        if self._response_options is None:
+            raise ResponseNotReady()
+
+        # Reset this attribute for being used again.
+        resp_options = self._response_options
+        self._response_options = None
+
+        # Since the connection's timeout value may have been updated
+        # we need to set the timeout on the socket.
+        self.sock.settimeout(self.timeout)
+
+        # This is needed here to avoid circular import errors
+        from .response import HTTPResponse
+
+        # Get the response from http.client.HTTPConnection
+        httplib_response = super().getresponse()
+
+        try:
+            assert_header_parsing(httplib_response.msg)
+        except (HeaderParsingError, TypeError) as hpe:
+            log.warning(
+                "Failed to parse headers (url=%s): %s",
+                _url_from_connection(self, resp_options.request_url),
+                hpe,
+                exc_info=True,
+            )
+
+        headers = HTTPHeaderDict(httplib_response.msg.items())
+
+        response = HTTPResponse(
+            body=httplib_response,
+            headers=headers,
+            status=httplib_response.status,
+            version=httplib_response.version,
+            version_string=getattr(self, "_http_vsn_str", "HTTP/?"),
+            reason=httplib_response.reason,
+            preload_content=resp_options.preload_content,
+            decode_content=resp_options.decode_content,
+            original_response=httplib_response,
+            enforce_content_length=resp_options.enforce_content_length,
+            request_method=resp_options.request_method,
+            request_url=resp_options.request_url,
+        )
+        return response
+
+
+class HTTPSConnection(HTTPConnection):
+    """
+    Many of the parameters to this constructor are passed to the underlying SSL
+    socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
+    """
+
+    default_port = port_by_scheme["https"]  # type: ignore[misc]
+
+    cert_reqs: int | str | None = None
+    ca_certs: str | None = None
+    ca_cert_dir: str | None = None
+    ca_cert_data: None | str | bytes = None
+    ssl_version: int | str | None = None
+    ssl_minimum_version: int | None = None
+    ssl_maximum_version: int | None = None
+    assert_fingerprint: str | None = None
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | (connection._TYPE_SOCKET_OPTIONS) = HTTPConnection.default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+        cert_reqs: int | str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        server_hostname: str | None = None,
+        ssl_context: ssl.SSLContext | None = None,
+        ca_certs: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+        ssl_minimum_version: int | None = None,
+        ssl_maximum_version: int | None = None,
+        ssl_version: int | str | None = None,  # Deprecated
+        cert_file: str | None = None,
+        key_file: str | None = None,
+        key_password: str | None = None,
+    ) -> None:
+        super().__init__(
+            host,
+            port=port,
+            timeout=timeout,
+            source_address=source_address,
+            blocksize=blocksize,
+            socket_options=socket_options,
+            proxy=proxy,
+            proxy_config=proxy_config,
+        )
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.key_password = key_password
+        self.ssl_context = ssl_context
+        self.server_hostname = server_hostname
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+        # cert_reqs depends on ssl_context so calculate last.
+        if cert_reqs is None:
+            if self.ssl_context is not None:
+                cert_reqs = self.ssl_context.verify_mode
+            else:
+                cert_reqs = resolve_cert_reqs(None)
+        self.cert_reqs = cert_reqs
+
+    def set_cert(
+        self,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+    ) -> None:
+        """
+        This method should only be called once, before the connection is used.
+        """
+        warnings.warn(
+            "HTTPSConnection.set_cert() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead provide the parameters to the "
+            "HTTPSConnection constructor.",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+
+        # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
+        # have an SSLContext object in which case we'll use its verify_mode.
+        if cert_reqs is None:
+            if self.ssl_context is not None:
+                cert_reqs = self.ssl_context.verify_mode
+            else:
+                cert_reqs = resolve_cert_reqs(None)
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+    def connect(self) -> None:
+        sock: socket.socket | ssl.SSLSocket
+        self.sock = sock = self._new_conn()
+        server_hostname: str = self.host
+        tls_in_tls = False
+
+        # Do we need to establish a tunnel?
+        if self._tunnel_host is not None:
+            # We're tunneling to an HTTPS origin so need to do TLS-in-TLS.
+            if self._tunnel_scheme == "https":
+                # _connect_tls_proxy will verify and assign proxy_is_verified
+                self.sock = sock = self._connect_tls_proxy(self.host, sock)
+                tls_in_tls = True
+            elif self._tunnel_scheme == "http":
+                self.proxy_is_verified = False
+
+            # If we're tunneling it means we're connected to our proxy.
+            self._has_connected_to_proxy = True
+
+            self._tunnel()  # type: ignore[attr-defined]
+            # Override the host with the one we're requesting data from.
+            server_hostname = self._tunnel_host
+
+        if self.server_hostname is not None:
+            server_hostname = self.server_hostname
+
+        is_time_off = datetime.date.today() < RECENT_DATE
+        if is_time_off:
+            warnings.warn(
+                (
+                    f"System time is way off (before {RECENT_DATE}). This will probably "
+                    "lead to SSL verification errors"
+                ),
+                SystemTimeWarning,
+            )
+
+        # Remove trailing '.' from fqdn hostnames to allow certificate validation
+        server_hostname_rm_dot = server_hostname.rstrip(".")
+
+        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
+            sock=sock,
+            cert_reqs=self.cert_reqs,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            cert_file=self.cert_file,
+            key_file=self.key_file,
+            key_password=self.key_password,
+            server_hostname=server_hostname_rm_dot,
+            ssl_context=self.ssl_context,
+            tls_in_tls=tls_in_tls,
+            assert_hostname=self.assert_hostname,
+            assert_fingerprint=self.assert_fingerprint,
+        )
+        self.sock = sock_and_verified.socket
+
+        # Forwarding proxies can never have a verified target since
+        # the proxy is the one doing the verification. Should instead
+        # use a CONNECT tunnel in order to verify the target.
+        # See: https://github.com/urllib3/urllib3/issues/3267.
+        if self.proxy_is_forwarding:
+            self.is_verified = False
+        else:
+            self.is_verified = sock_and_verified.is_verified
+
+        # If there's a proxy to be connected to we are fully connected.
+        # This is set twice (once above and here) due to forwarding proxies
+        # not using tunnelling.
+        self._has_connected_to_proxy = bool(self.proxy)
+
+        # Set `self.proxy_is_verified` unless it's already set while
+        # establishing a tunnel.
+        if self._has_connected_to_proxy and self.proxy_is_verified is None:
+            self.proxy_is_verified = sock_and_verified.is_verified
+
+    def _connect_tls_proxy(self, hostname: str, sock: socket.socket) -> ssl.SSLSocket:
+        """
+        Establish a TLS connection to the proxy using the provided SSL context.
+        """
+        # `_connect_tls_proxy` is called when self._tunnel_host is truthy.
+        proxy_config = typing.cast(ProxyConfig, self.proxy_config)
+        ssl_context = proxy_config.ssl_context
+        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
+            sock,
+            cert_reqs=self.cert_reqs,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            ca_cert_data=self.ca_cert_data,
+            server_hostname=hostname,
+            ssl_context=ssl_context,
+            assert_hostname=proxy_config.assert_hostname,
+            assert_fingerprint=proxy_config.assert_fingerprint,
+            # Features that aren't implemented for proxies yet:
+            cert_file=None,
+            key_file=None,
+            key_password=None,
+            tls_in_tls=False,
+        )
+        self.proxy_is_verified = sock_and_verified.is_verified
+        return sock_and_verified.socket  # type: ignore[return-value]
+
+
+class _WrappedAndVerifiedSocket(typing.NamedTuple):
+    """
+    Wrapped socket and whether the connection is
+    verified after the TLS handshake
+    """
+
+    socket: ssl.SSLSocket | SSLTransport
+    is_verified: bool
+
+
+def _ssl_wrap_socket_and_match_hostname(
+    sock: socket.socket,
+    *,
+    cert_reqs: None | str | int,
+    ssl_version: None | str | int,
+    ssl_minimum_version: int | None,
+    ssl_maximum_version: int | None,
+    cert_file: str | None,
+    key_file: str | None,
+    key_password: str | None,
+    ca_certs: str | None,
+    ca_cert_dir: str | None,
+    ca_cert_data: None | str | bytes,
+    assert_hostname: None | str | typing.Literal[False],
+    assert_fingerprint: str | None,
+    server_hostname: str | None,
+    ssl_context: ssl.SSLContext | None,
+    tls_in_tls: bool = False,
+) -> _WrappedAndVerifiedSocket:
+    """Logic for constructing an SSLContext from all TLS parameters, passing
+    that down into ssl_wrap_socket, and then doing certificate verification
+    either via hostname or fingerprint. This function exists to guarantee
+    that both proxies and targets have the same behavior when connecting via TLS.
+    """
+    default_ssl_context = False
+    if ssl_context is None:
+        default_ssl_context = True
+        context = create_urllib3_context(
+            ssl_version=resolve_ssl_version(ssl_version),
+            ssl_minimum_version=ssl_minimum_version,
+            ssl_maximum_version=ssl_maximum_version,
+            cert_reqs=resolve_cert_reqs(cert_reqs),
+        )
+    else:
+        context = ssl_context
+
+    context.verify_mode = resolve_cert_reqs(cert_reqs)
+
+    # In some cases, we want to verify hostnames ourselves
+    if (
+        # `ssl` can't verify fingerprints or alternate hostnames
+        assert_fingerprint
+        or assert_hostname
+        # assert_hostname can be set to False to disable hostname checking
+        or assert_hostname is False
+        # We still support OpenSSL 1.0.2, which prevents us from verifying
+        # hostnames easily: https://github.com/pyca/pyopenssl/pull/933
+        or ssl_.IS_PYOPENSSL
+        or not ssl_.HAS_NEVER_CHECK_COMMON_NAME
+    ):
+        context.check_hostname = False
+
+    # Try to load OS default certs if none are given. We need to do the hasattr() check
+    # for custom pyOpenSSL SSLContext objects because they don't support
+    # load_default_certs().
+    if (
+        not ca_certs
+        and not ca_cert_dir
+        and not ca_cert_data
+        and default_ssl_context
+        and hasattr(context, "load_default_certs")
+    ):
+        context.load_default_certs()
+
+    # Ensure that IPv6 addresses are in the proper format and don't have a
+    # scope ID. Python's SSL module fails to recognize scoped IPv6 addresses
+    # and interprets them as DNS hostnames.
+    if server_hostname is not None:
+        normalized = server_hostname.strip("[]")
+        if "%" in normalized:
+            normalized = normalized[: normalized.rfind("%")]
+        if is_ipaddress(normalized):
+            server_hostname = normalized
+
+    ssl_sock = ssl_wrap_socket(
+        sock=sock,
+        keyfile=key_file,
+        certfile=cert_file,
+        key_password=key_password,
+        ca_certs=ca_certs,
+        ca_cert_dir=ca_cert_dir,
+        ca_cert_data=ca_cert_data,
+        server_hostname=server_hostname,
+        ssl_context=context,
+        tls_in_tls=tls_in_tls,
+    )
+
+    try:
+        if assert_fingerprint:
+            _assert_fingerprint(
+                ssl_sock.getpeercert(binary_form=True), assert_fingerprint
+            )
+        elif (
+            context.verify_mode != ssl.CERT_NONE
+            and not context.check_hostname
+            and assert_hostname is not False
+        ):
+            cert: _TYPE_PEER_CERT_RET_DICT = ssl_sock.getpeercert()  # type: ignore[assignment]
+
+            # Need to signal to our match_hostname whether to use 'commonName' or not.
+            # If we're using our own constructed SSLContext we explicitly set 'False'
+            # because PyPy hard-codes 'True' from SSLContext.hostname_checks_common_name.
+            if default_ssl_context:
+                hostname_checks_common_name = False
+            else:
+                hostname_checks_common_name = (
+                    getattr(context, "hostname_checks_common_name", False) or False
+                )
+
+            _match_hostname(
+                cert,
+                assert_hostname or server_hostname,  # type: ignore[arg-type]
+                hostname_checks_common_name,
+            )
+
+        return _WrappedAndVerifiedSocket(
+            socket=ssl_sock,
+            is_verified=context.verify_mode == ssl.CERT_REQUIRED
+            or bool(assert_fingerprint),
+        )
+    except BaseException:
+        ssl_sock.close()
+        raise
+
+
+def _match_hostname(
+    cert: _TYPE_PEER_CERT_RET_DICT | None,
+    asserted_hostname: str,
+    hostname_checks_common_name: bool = False,
+) -> None:
+    # Our upstream implementation of ssl.match_hostname()
+    # only applies this normalization to IP addresses so it doesn't
+    # match DNS SANs so we do the same thing!
+    stripped_hostname = asserted_hostname.strip("[]")
+    if is_ipaddress(stripped_hostname):
+        asserted_hostname = stripped_hostname
+
+    try:
+        match_hostname(cert, asserted_hostname, hostname_checks_common_name)
+    except CertificateError as e:
+        log.warning(
+            "Certificate did not match expected hostname: %s. Certificate: %s",
+            asserted_hostname,
+            cert,
+        )
+        # Add cert to exception and reraise so client code can inspect
+        # the cert when catching the exception, if they want to
+        e._peer_cert = cert  # type: ignore[attr-defined]
+        raise
+
+
+def _wrap_proxy_error(err: Exception, proxy_scheme: str | None) -> ProxyError:
+    # Look for the phrase 'wrong version number', if found
+    # then we should warn the user that we're very sure that
+    # this proxy is HTTP-only and they have a configuration issue.
+    error_normalized = " ".join(re.split("[^a-z]", str(err).lower()))
+    is_likely_http_proxy = (
+        "wrong version number" in error_normalized
+        or "unknown protocol" in error_normalized
+        or "record layer failure" in error_normalized
+    )
+    http_proxy_warning = (
+        ". Your proxy appears to only use HTTP and not HTTPS, "
+        "try changing your proxy URL to be HTTP. See: "
+        "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
+        "#https-proxy-error-http-proxy"
+    )
+    new_err = ProxyError(
+        f"Unable to connect to proxy"
+        f"{http_proxy_warning if is_likely_http_proxy and proxy_scheme == 'https' else ''}",
+        err,
+    )
+    new_err.__cause__ = err
+    return new_err
+
+
+def _get_default_user_agent() -> str:
+    return f"python-urllib3/{__version__}"
+
+
+class DummyConnection:
+    """Used to detect a failed ConnectionCls import."""
+
+
+if not ssl:
+    HTTPSConnection = DummyConnection  # type: ignore[misc, assignment] # noqa: F811
+
+
+VerifiedHTTPSConnection = HTTPSConnection
+
+
+def _url_from_connection(
+    conn: HTTPConnection | HTTPSConnection, path: str | None = None
+) -> str:
+    """Returns the URL from a given connection. This is mainly used for testing and logging."""
+
+    scheme = "https" if isinstance(conn, HTTPSConnection) else "http"
+
+    return Url(scheme=scheme, host=conn.host, port=conn.port, path=path).url
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
new file mode 100644
index 000000000..a2c3cf609
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
@@ -0,0 +1,1182 @@
+from __future__ import annotations
+
+import errno
+import logging
+import queue
+import sys
+import typing
+import warnings
+import weakref
+from socket import timeout as SocketTimeout
+from types import TracebackType
+
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from ._request_methods import RequestMethods
+from .connection import (
+    BaseSSLError,
+    BrokenPipeError,
+    DummyConnection,
+    HTTPConnection,
+    HTTPException,
+    HTTPSConnection,
+    ProxyConfig,
+    _wrap_proxy_error,
+)
+from .connection import port_by_scheme as port_by_scheme
+from .exceptions import (
+    ClosedPoolError,
+    EmptyPoolError,
+    FullPoolError,
+    HostChangedError,
+    InsecureRequestWarning,
+    LocationValueError,
+    MaxRetryError,
+    NewConnectionError,
+    ProtocolError,
+    ProxyError,
+    ReadTimeoutError,
+    SSLError,
+    TimeoutError,
+)
+from .response import BaseHTTPResponse
+from .util.connection import is_connection_dropped
+from .util.proxy import connection_requires_http_tunnel
+from .util.request import _TYPE_BODY_POSITION, set_file_position
+from .util.retry import Retry
+from .util.ssl_match_hostname import CertificateError
+from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_DEFAULT, Timeout
+from .util.url import Url, _encode_target
+from .util.url import _normalize_host as normalize_host
+from .util.url import parse_url
+from .util.util import to_str
+
+if typing.TYPE_CHECKING:
+    import ssl
+
+    from typing_extensions import Self
+
+    from ._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+log = logging.getLogger(__name__)
+
+_TYPE_TIMEOUT = typing.Union[Timeout, float, _TYPE_DEFAULT, None]
+
+
+# Pool objects
+class ConnectionPool:
+    """
+    Base class for all connection pools, such as
+    :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
+
+    .. note::
+       ConnectionPool.urlopen() does not normalize or percent-encode target URIs
+       which is useful if your target server doesn't support percent-encoded
+       target URIs.
+    """
+
+    scheme: str | None = None
+    QueueCls = queue.LifoQueue
+
+    def __init__(self, host: str, port: int | None = None) -> None:
+        if not host:
+            raise LocationValueError("No host specified.")
+
+        self.host = _normalize_host(host, scheme=self.scheme)
+        self.port = port
+
+        # This property uses 'normalize_host()' (not '_normalize_host()')
+        # to avoid removing square braces around IPv6 addresses.
+        # This value is sent to `HTTPConnection.set_tunnel()` if called
+        # because square braces are required for HTTP CONNECT tunneling.
+        self._tunnel_host = normalize_host(host, scheme=self.scheme).lower()
+
+    def __str__(self) -> str:
+        return f"{type(self).__name__}(host={self.host!r}, port={self.port!r})"
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> typing.Literal[False]:
+        self.close()
+        # Return False to re-raise any potential exceptions
+        return False
+
+    def close(self) -> None:
+        """
+        Close all pooled connections and disable the pool.
+        """
+
+
+# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
+_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
+
+
+class HTTPConnectionPool(ConnectionPool, RequestMethods):
+    """
+    Thread-safe connection pool for one host.
+
+    :param host:
+        Host used for this HTTP Connection (e.g. "localhost"), passed into
+        :class:`http.client.HTTPConnection`.
+
+    :param port:
+        Port used for this HTTP Connection (None is equivalent to 80), passed
+        into :class:`http.client.HTTPConnection`.
+
+    :param timeout:
+        Socket timeout in seconds for each individual connection. This can
+        be a float or integer, which sets the timeout for the HTTP request,
+        or an instance of :class:`urllib3.util.Timeout` which gives you more
+        fine-grained control over request timeouts. After the constructor has
+        been parsed, this is always a `urllib3.util.Timeout` object.
+
+    :param maxsize:
+        Number of connections to save that can be reused. More than 1 is useful
+        in multithreaded situations. If ``block`` is set to False, more
+        connections will be created but they will not be saved once they've
+        been used.
+
+    :param block:
+        If set to True, no more than ``maxsize`` connections will be used at
+        a time. When no free connections are available, the call will block
+        until a connection has been released. This is a useful side effect for
+        particular multithreaded situations where one does not want to use more
+        than maxsize connections per host to prevent flooding.
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+
+    :param retries:
+        Retry configuration to use by default with requests in this pool.
+
+    :param _proxy:
+        Parsed proxy URL, should not be used directly, instead, see
+        :class:`urllib3.ProxyManager`
+
+    :param _proxy_headers:
+        A dictionary with proxy headers, should not be used directly,
+        instead, see :class:`urllib3.ProxyManager`
+
+    :param \\**conn_kw:
+        Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
+        :class:`urllib3.connection.HTTPSConnection` instances.
+    """
+
+    scheme = "http"
+    ConnectionCls: (
+        type[BaseHTTPConnection] | type[BaseHTTPSConnection]
+    ) = HTTPConnection
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
+        maxsize: int = 1,
+        block: bool = False,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        _proxy: Url | None = None,
+        _proxy_headers: typing.Mapping[str, str] | None = None,
+        _proxy_config: ProxyConfig | None = None,
+        **conn_kw: typing.Any,
+    ):
+        ConnectionPool.__init__(self, host, port)
+        RequestMethods.__init__(self, headers)
+
+        if not isinstance(timeout, Timeout):
+            timeout = Timeout.from_float(timeout)
+
+        if retries is None:
+            retries = Retry.DEFAULT
+
+        self.timeout = timeout
+        self.retries = retries
+
+        self.pool: queue.LifoQueue[typing.Any] | None = self.QueueCls(maxsize)
+        self.block = block
+
+        self.proxy = _proxy
+        self.proxy_headers = _proxy_headers or {}
+        self.proxy_config = _proxy_config
+
+        # Fill the queue up so that doing get() on it will block properly
+        for _ in range(maxsize):
+            self.pool.put(None)
+
+        # These are mostly for testing and debugging purposes.
+        self.num_connections = 0
+        self.num_requests = 0
+        self.conn_kw = conn_kw
+
+        if self.proxy:
+            # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
+            # We cannot know if the user has added default socket options, so we cannot replace the
+            # list.
+            self.conn_kw.setdefault("socket_options", [])
+
+            self.conn_kw["proxy"] = self.proxy
+            self.conn_kw["proxy_config"] = self.proxy_config
+
+        # Do not pass 'self' as callback to 'finalize'.
+        # Then the 'finalize' would keep an endless living (leak) to self.
+        # By just passing a reference to the pool allows the garbage collector
+        # to free self if nobody else has a reference to it.
+        pool = self.pool
+
+        # Close all the HTTPConnections in the pool before the
+        # HTTPConnectionPool object is garbage collected.
+        weakref.finalize(self, _close_pool_connections, pool)
+
+    def _new_conn(self) -> BaseHTTPConnection:
+        """
+        Return a fresh :class:`HTTPConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTP connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "80",
+        )
+
+        conn = self.ConnectionCls(
+            host=self.host,
+            port=self.port,
+            timeout=self.timeout.connect_timeout,
+            **self.conn_kw,
+        )
+        return conn
+
+    def _get_conn(self, timeout: float | None = None) -> BaseHTTPConnection:
+        """
+        Get a connection. Will return a pooled connection if one is available.
+
+        If no connections are available and :prop:`.block` is ``False``, then a
+        fresh connection is returned.
+
+        :param timeout:
+            Seconds to wait before giving up and raising
+            :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
+            :prop:`.block` is ``True``.
+        """
+        conn = None
+
+        if self.pool is None:
+            raise ClosedPoolError(self, "Pool is closed.")
+
+        try:
+            conn = self.pool.get(block=self.block, timeout=timeout)
+
+        except AttributeError:  # self.pool is None
+            raise ClosedPoolError(self, "Pool is closed.") from None  # Defensive:
+
+        except queue.Empty:
+            if self.block:
+                raise EmptyPoolError(
+                    self,
+                    "Pool is empty and a new connection can't be opened due to blocking mode.",
+                ) from None
+            pass  # Oh well, we'll create a new connection then
+
+        # If this is a persistent connection, check if it got disconnected
+        if conn and is_connection_dropped(conn):
+            log.debug("Resetting dropped connection: %s", self.host)
+            conn.close()
+
+        return conn or self._new_conn()
+
+    def _put_conn(self, conn: BaseHTTPConnection | None) -> None:
+        """
+        Put a connection back into the pool.
+
+        :param conn:
+            Connection object for the current host and port as returned by
+            :meth:`._new_conn` or :meth:`._get_conn`.
+
+        If the pool is already full, the connection is closed and discarded
+        because we exceeded maxsize. If connections are discarded frequently,
+        then maxsize should be increased.
+
+        If the pool is closed, then the connection will be closed and discarded.
+        """
+        if self.pool is not None:
+            try:
+                self.pool.put(conn, block=False)
+                return  # Everything is dandy, done.
+            except AttributeError:
+                # self.pool is None.
+                pass
+            except queue.Full:
+                # Connection never got put back into the pool, close it.
+                if conn:
+                    conn.close()
+
+                if self.block:
+                    # This should never happen if you got the conn from self._get_conn
+                    raise FullPoolError(
+                        self,
+                        "Pool reached maximum size and no more connections are allowed.",
+                    ) from None
+
+                log.warning(
+                    "Connection pool is full, discarding connection: %s. Connection pool size: %s",
+                    self.host,
+                    self.pool.qsize(),
+                )
+
+        # Connection never got put back into the pool, close it.
+        if conn:
+            conn.close()
+
+    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
+        """
+        Called right before a request is made, after the socket is created.
+        """
+
+    def _prepare_proxy(self, conn: BaseHTTPConnection) -> None:
+        # Nothing to do for HTTP connections.
+        pass
+
+    def _get_timeout(self, timeout: _TYPE_TIMEOUT) -> Timeout:
+        """Helper that always returns a :class:`urllib3.util.Timeout`"""
+        if timeout is _DEFAULT_TIMEOUT:
+            return self.timeout.clone()
+
+        if isinstance(timeout, Timeout):
+            return timeout.clone()
+        else:
+            # User passed us an int/float. This is for backwards compatibility,
+            # can be removed later
+            return Timeout.from_float(timeout)
+
+    def _raise_timeout(
+        self,
+        err: BaseSSLError | OSError | SocketTimeout,
+        url: str,
+        timeout_value: _TYPE_TIMEOUT | None,
+    ) -> None:
+        """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
+
+        if isinstance(err, SocketTimeout):
+            raise ReadTimeoutError(
+                self, url, f"Read timed out. (read timeout={timeout_value})"
+            ) from err
+
+        # See the above comment about EAGAIN in Python 3.
+        if hasattr(err, "errno") and err.errno in _blocking_errnos:
+            raise ReadTimeoutError(
+                self, url, f"Read timed out. (read timeout={timeout_value})"
+            ) from err
+
+    def _make_request(
+        self,
+        conn: BaseHTTPConnection,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | None = None,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        chunked: bool = False,
+        response_conn: BaseHTTPConnection | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> BaseHTTPResponse:
+        """
+        Perform a request on a given urllib connection object taken from our
+        pool.
+
+        :param conn:
+            a connection from one of our connection pools
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param retries:
+            Configure the number of retries to allow before raising a
+            :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+            Pass ``None`` to retry until you receive a response. Pass a
+            :class:`~urllib3.util.retry.Retry` object for fine-grained control
+            over different types of retries.
+            Pass an integer number to retry connection errors that many times,
+            but no other types of errors. Pass zero to never retry.
+
+            If ``False``, then retries are disabled and any exception is raised
+            immediately. Also, instead of raising a MaxRetryError on redirects,
+            the redirect response will be returned.
+
+        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+        :param timeout:
+            If specified, overrides the default timeout for this one
+            request. It may be a float (in seconds) or an instance of
+            :class:`urllib3.util.Timeout`.
+
+        :param chunked:
+            If True, urllib3 will send the body using chunked transfer
+            encoding. Otherwise, urllib3 will send the body using the standard
+            content-length form. Defaults to False.
+
+        :param response_conn:
+            Set this to ``None`` if you will handle releasing the connection or
+            set the connection to have the response release it.
+
+        :param preload_content:
+          If True, the response's body will be preloaded during construction.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param enforce_content_length:
+            Enforce content length checking. Body returned by server must match
+            value of Content-Length header, if present. Otherwise, raise error.
+        """
+        self.num_requests += 1
+
+        timeout_obj = self._get_timeout(timeout)
+        timeout_obj.start_connect()
+        conn.timeout = Timeout.resolve_default_timeout(timeout_obj.connect_timeout)
+
+        try:
+            # Trigger any extra validation we need to do.
+            try:
+                self._validate_conn(conn)
+            except (SocketTimeout, BaseSSLError) as e:
+                self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
+                raise
+
+        # _validate_conn() starts the connection to an HTTPS proxy
+        # so we need to wrap errors with 'ProxyError' here too.
+        except (
+            OSError,
+            NewConnectionError,
+            TimeoutError,
+            BaseSSLError,
+            CertificateError,
+            SSLError,
+        ) as e:
+            new_e: Exception = e
+            if isinstance(e, (BaseSSLError, CertificateError)):
+                new_e = SSLError(e)
+            # If the connection didn't successfully connect to it's proxy
+            # then there
+            if isinstance(
+                new_e, (OSError, NewConnectionError, TimeoutError, SSLError)
+            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
+                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
+            raise new_e
+
+        # conn.request() calls http.client.*.request, not the method in
+        # urllib3.request. It also calls makefile (recv) on the socket.
+        try:
+            conn.request(
+                method,
+                url,
+                body=body,
+                headers=headers,
+                chunked=chunked,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                enforce_content_length=enforce_content_length,
+            )
+
+        # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
+        # legitimately able to close the connection after sending a valid response.
+        # With this behaviour, the received response is still readable.
+        except BrokenPipeError:
+            pass
+        except OSError as e:
+            # MacOS/Linux
+            # EPROTOTYPE and ECONNRESET are needed on macOS
+            # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
+            # Condition changed later to emit ECONNRESET instead of only EPROTOTYPE.
+            if e.errno != errno.EPROTOTYPE and e.errno != errno.ECONNRESET:
+                raise
+
+        # Reset the timeout for the recv() on the socket
+        read_timeout = timeout_obj.read_timeout
+
+        if not conn.is_closed:
+            # In Python 3 socket.py will catch EAGAIN and return None when you
+            # try and read into the file pointer created by http.client, which
+            # instead raises a BadStatusLine exception. Instead of catching
+            # the exception and assuming all BadStatusLine exceptions are read
+            # timeouts, check for a zero timeout before making the request.
+            if read_timeout == 0:
+                raise ReadTimeoutError(
+                    self, url, f"Read timed out. (read timeout={read_timeout})"
+                )
+            conn.timeout = read_timeout
+
+        # Receive the response from the server
+        try:
+            response = conn.getresponse()
+        except (BaseSSLError, OSError) as e:
+            self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
+            raise
+
+        # Set properties that are used by the pooling layer.
+        response.retries = retries
+        response._connection = response_conn  # type: ignore[attr-defined]
+        response._pool = self  # type: ignore[attr-defined]
+
+        log.debug(
+            '%s://%s:%s "%s %s HTTP/%s" %s %s',
+            self.scheme,
+            self.host,
+            self.port,
+            method,
+            url,
+            response.version,
+            response.status,
+            response.length_remaining,
+        )
+
+        return response
+
+    def close(self) -> None:
+        """
+        Close all pooled connections and disable the pool.
+        """
+        if self.pool is None:
+            return
+        # Disable access to the pool
+        old_pool, self.pool = self.pool, None
+
+        # Close all the HTTPConnections in the pool.
+        _close_pool_connections(old_pool)
+
+    def is_same_host(self, url: str) -> bool:
+        """
+        Check if the given ``url`` is a member of the same host as this
+        connection pool.
+        """
+        if url.startswith("/"):
+            return True
+
+        # TODO: Add optional support for socket.gethostbyname checking.
+        scheme, _, host, port, *_ = parse_url(url)
+        scheme = scheme or "http"
+        if host is not None:
+            host = _normalize_host(host, scheme=scheme)
+
+        # Use explicit default port for comparison when none is given
+        if self.port and not port:
+            port = port_by_scheme.get(scheme)
+        elif not self.port and port == port_by_scheme.get(scheme):
+            port = None
+
+        return (scheme, host, port) == (self.scheme, self.host, self.port)
+
+    def urlopen(  # type: ignore[override]
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        redirect: bool = True,
+        assert_same_host: bool = True,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        pool_timeout: int | None = None,
+        release_conn: bool | None = None,
+        chunked: bool = False,
+        body_pos: _TYPE_BODY_POSITION | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        **response_kw: typing.Any,
+    ) -> BaseHTTPResponse:
+        """
+        Get a connection from the pool and perform an HTTP request. This is the
+        lowest level call for making a request, so you'll need to specify all
+        the raw details.
+
+        .. note::
+
+           More commonly, it's appropriate to use a convenience method
+           such as :meth:`request`.
+
+        .. note::
+
+           `release_conn` will only behave as expected if
+           `preload_content=False` because we want to make
+           `preload_content=False` the default behaviour someday soon without
+           breaking backwards compatibility.
+
+        :param method:
+            HTTP request method (such as GET, POST, PUT, etc.)
+
+        :param url:
+            The URL to perform the request on.
+
+        :param body:
+            Data to send in the request body, either :class:`str`, :class:`bytes`,
+            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+        :param headers:
+            Dictionary of custom headers to send, such as User-Agent,
+            If-None-Match, etc. If None, pool headers are used. If provided,
+            these headers completely replace any pool-specific headers.
+
+        :param retries:
+            Configure the number of retries to allow before raising a
+            :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+            If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
+            :class:`~urllib3.util.retry.Retry` object for fine-grained control
+            over different types of retries.
+            Pass an integer number to retry connection errors that many times,
+            but no other types of errors. Pass zero to never retry.
+
+            If ``False``, then retries are disabled and any exception is raised
+            immediately. Also, instead of raising a MaxRetryError on redirects,
+            the redirect response will be returned.
+
+        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+        :param redirect:
+            If True, automatically handle redirects (status codes 301, 302,
+            303, 307, 308). Each redirect counts as a retry. Disabling retries
+            will disable redirect, too.
+
+        :param assert_same_host:
+            If ``True``, will make sure that the host of the pool requests is
+            consistent else will raise HostChangedError. When ``False``, you can
+            use the pool on an HTTP proxy and request foreign hosts.
+
+        :param timeout:
+            If specified, overrides the default timeout for this one
+            request. It may be a float (in seconds) or an instance of
+            :class:`urllib3.util.Timeout`.
+
+        :param pool_timeout:
+            If set and the pool is set to block=True, then this method will
+            block for ``pool_timeout`` seconds and raise EmptyPoolError if no
+            connection is available within the time period.
+
+        :param bool preload_content:
+            If True, the response's body will be preloaded into memory.
+
+        :param bool decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param release_conn:
+            If False, then the urlopen call will not release the connection
+            back into the pool once a response is received (but will release if
+            you read the entire contents of the response such as when
+            `preload_content=True`). This is useful if you're not preloading
+            the response's content immediately. You will need to call
+            ``r.release_conn()`` on the response ``r`` to return the connection
+            back into the pool. If None, it takes the value of ``preload_content``
+            which defaults to ``True``.
+
+        :param bool chunked:
+            If True, urllib3 will send the body using chunked transfer
+            encoding. Otherwise, urllib3 will send the body using the standard
+            content-length form. Defaults to False.
+
+        :param int body_pos:
+            Position to seek to in file-like body in the event of a retry or
+            redirect. Typically this won't need to be set because urllib3 will
+            auto-populate the value when needed.
+        """
+        parsed_url = parse_url(url)
+        destination_scheme = parsed_url.scheme
+
+        if headers is None:
+            headers = self.headers
+
+        if not isinstance(retries, Retry):
+            retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
+
+        if release_conn is None:
+            release_conn = preload_content
+
+        # Check host
+        if assert_same_host and not self.is_same_host(url):
+            raise HostChangedError(self, url, retries)
+
+        # Ensure that the URL we're connecting to is properly encoded
+        if url.startswith("/"):
+            url = to_str(_encode_target(url))
+        else:
+            url = to_str(parsed_url.url)
+
+        conn = None
+
+        # Track whether `conn` needs to be released before
+        # returning/raising/recursing. Update this variable if necessary, and
+        # leave `release_conn` constant throughout the function. That way, if
+        # the function recurses, the original value of `release_conn` will be
+        # passed down into the recursive call, and its value will be respected.
+        #
+        # See issue #651 [1] for details.
+        #
+        # [1] <https://github.com/urllib3/urllib3/issues/651>
+        release_this_conn = release_conn
+
+        http_tunnel_required = connection_requires_http_tunnel(
+            self.proxy, self.proxy_config, destination_scheme
+        )
+
+        # Merge the proxy headers. Only done when not using HTTP CONNECT. We
+        # have to copy the headers dict so we can safely change it without those
+        # changes being reflected in anyone else's copy.
+        if not http_tunnel_required:
+            headers = headers.copy()  # type: ignore[attr-defined]
+            headers.update(self.proxy_headers)  # type: ignore[union-attr]
+
+        # Must keep the exception bound to a separate variable or else Python 3
+        # complains about UnboundLocalError.
+        err = None
+
+        # Keep track of whether we cleanly exited the except block. This
+        # ensures we do proper cleanup in finally.
+        clean_exit = False
+
+        # Rewind body position, if needed. Record current position
+        # for future rewinds in the event of a redirect/retry.
+        body_pos = set_file_position(body, body_pos)
+
+        try:
+            # Request a connection from the queue.
+            timeout_obj = self._get_timeout(timeout)
+            conn = self._get_conn(timeout=pool_timeout)
+
+            conn.timeout = timeout_obj.connect_timeout  # type: ignore[assignment]
+
+            # Is this a closed/new connection that requires CONNECT tunnelling?
+            if self.proxy is not None and http_tunnel_required and conn.is_closed:
+                try:
+                    self._prepare_proxy(conn)
+                except (BaseSSLError, OSError, SocketTimeout) as e:
+                    self._raise_timeout(
+                        err=e, url=self.proxy.url, timeout_value=conn.timeout
+                    )
+                    raise
+
+            # If we're going to release the connection in ``finally:``, then
+            # the response doesn't need to know about the connection. Otherwise
+            # it will also try to release it and we'll have a double-release
+            # mess.
+            response_conn = conn if not release_conn else None
+
+            # Make the request on the HTTPConnection object
+            response = self._make_request(
+                conn,
+                method,
+                url,
+                timeout=timeout_obj,
+                body=body,
+                headers=headers,
+                chunked=chunked,
+                retries=retries,
+                response_conn=response_conn,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+            # Everything went great!
+            clean_exit = True
+
+        except EmptyPoolError:
+            # Didn't get a connection from the pool, no need to clean up
+            clean_exit = True
+            release_this_conn = False
+            raise
+
+        except (
+            TimeoutError,
+            HTTPException,
+            OSError,
+            ProtocolError,
+            BaseSSLError,
+            SSLError,
+            CertificateError,
+            ProxyError,
+        ) as e:
+            # Discard the connection for these exceptions. It will be
+            # replaced during the next _get_conn() call.
+            clean_exit = False
+            new_e: Exception = e
+            if isinstance(e, (BaseSSLError, CertificateError)):
+                new_e = SSLError(e)
+            if isinstance(
+                new_e,
+                (
+                    OSError,
+                    NewConnectionError,
+                    TimeoutError,
+                    SSLError,
+                    HTTPException,
+                ),
+            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
+                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
+            elif isinstance(new_e, (OSError, HTTPException)):
+                new_e = ProtocolError("Connection aborted.", new_e)
+
+            retries = retries.increment(
+                method, url, error=new_e, _pool=self, _stacktrace=sys.exc_info()[2]
+            )
+            retries.sleep()
+
+            # Keep track of the error for the retry warning.
+            err = e
+
+        finally:
+            if not clean_exit:
+                # We hit some kind of exception, handled or otherwise. We need
+                # to throw the connection away unless explicitly told not to.
+                # Close the connection, set the variable to None, and make sure
+                # we put the None back in the pool to avoid leaking it.
+                if conn:
+                    conn.close()
+                    conn = None
+                release_this_conn = True
+
+            if release_this_conn:
+                # Put the connection back to be reused. If the connection is
+                # expired then it will be None, which will get replaced with a
+                # fresh connection during _get_conn.
+                self._put_conn(conn)
+
+        if not conn:
+            # Try again
+            log.warning(
+                "Retrying (%r) after connection broken by '%r': %s", retries, err, url
+            )
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries,
+                redirect,
+                assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        # Handle redirect?
+        redirect_location = redirect and response.get_redirect_location()
+        if redirect_location:
+            if response.status == 303:
+                # Change the method according to RFC 9110, Section 15.4.4.
+                method = "GET"
+                # And lose the body not to transfer anything sensitive.
+                body = None
+                headers = HTTPHeaderDict(headers)._prepare_for_method_change()
+
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_redirect:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep_for_retry(response)
+            log.debug("Redirecting %s -> %s", url, redirect_location)
+            return self.urlopen(
+                method,
+                redirect_location,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        # Check if we should retry the HTTP response.
+        has_retry_after = bool(response.headers.get("Retry-After"))
+        if retries.is_retry(method, response.status, has_retry_after):
+            try:
+                retries = retries.increment(method, url, response=response, _pool=self)
+            except MaxRetryError:
+                if retries.raise_on_status:
+                    response.drain_conn()
+                    raise
+                return response
+
+            response.drain_conn()
+            retries.sleep(response)
+            log.debug("Retry: %s", url)
+            return self.urlopen(
+                method,
+                url,
+                body,
+                headers,
+                retries=retries,
+                redirect=redirect,
+                assert_same_host=assert_same_host,
+                timeout=timeout,
+                pool_timeout=pool_timeout,
+                release_conn=release_conn,
+                chunked=chunked,
+                body_pos=body_pos,
+                preload_content=preload_content,
+                decode_content=decode_content,
+                **response_kw,
+            )
+
+        return response
+
+
+class HTTPSConnectionPool(HTTPConnectionPool):
+    """
+    Same as :class:`.HTTPConnectionPool`, but HTTPS.
+
+    :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
+    ``assert_hostname`` and ``host`` in this order to verify connections.
+    If ``assert_hostname`` is False, no verification is done.
+
+    The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
+    ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
+    is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
+    the connection socket into an SSL socket.
+    """
+
+    scheme = "https"
+    ConnectionCls: type[BaseHTTPSConnection] = HTTPSConnection
+
+    def __init__(
+        self,
+        host: str,
+        port: int | None = None,
+        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
+        maxsize: int = 1,
+        block: bool = False,
+        headers: typing.Mapping[str, str] | None = None,
+        retries: Retry | bool | int | None = None,
+        _proxy: Url | None = None,
+        _proxy_headers: typing.Mapping[str, str] | None = None,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        ssl_version: int | str | None = None,
+        ssl_minimum_version: ssl.TLSVersion | None = None,
+        ssl_maximum_version: ssl.TLSVersion | None = None,
+        assert_hostname: str | typing.Literal[False] | None = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        **conn_kw: typing.Any,
+    ) -> None:
+        super().__init__(
+            host,
+            port,
+            timeout,
+            maxsize,
+            block,
+            headers,
+            retries,
+            _proxy,
+            _proxy_headers,
+            **conn_kw,
+        )
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.cert_reqs = cert_reqs
+        self.key_password = key_password
+        self.ca_certs = ca_certs
+        self.ca_cert_dir = ca_cert_dir
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+
+    def _prepare_proxy(self, conn: HTTPSConnection) -> None:  # type: ignore[override]
+        """Establishes a tunnel connection through HTTP CONNECT."""
+        if self.proxy and self.proxy.scheme == "https":
+            tunnel_scheme = "https"
+        else:
+            tunnel_scheme = "http"
+
+        conn.set_tunnel(
+            scheme=tunnel_scheme,
+            host=self._tunnel_host,
+            port=self.port,
+            headers=self.proxy_headers,
+        )
+        conn.connect()
+
+    def _new_conn(self) -> BaseHTTPSConnection:
+        """
+        Return a fresh :class:`urllib3.connection.HTTPConnection`.
+        """
+        self.num_connections += 1
+        log.debug(
+            "Starting new HTTPS connection (%d): %s:%s",
+            self.num_connections,
+            self.host,
+            self.port or "443",
+        )
+
+        if not self.ConnectionCls or self.ConnectionCls is DummyConnection:  # type: ignore[comparison-overlap]
+            raise ImportError(
+                "Can't connect to HTTPS URL because the SSL module is not available."
+            )
+
+        actual_host: str = self.host
+        actual_port = self.port
+        if self.proxy is not None and self.proxy.host is not None:
+            actual_host = self.proxy.host
+            actual_port = self.proxy.port
+
+        return self.ConnectionCls(
+            host=actual_host,
+            port=actual_port,
+            timeout=self.timeout.connect_timeout,
+            cert_file=self.cert_file,
+            key_file=self.key_file,
+            key_password=self.key_password,
+            cert_reqs=self.cert_reqs,
+            ca_certs=self.ca_certs,
+            ca_cert_dir=self.ca_cert_dir,
+            assert_hostname=self.assert_hostname,
+            assert_fingerprint=self.assert_fingerprint,
+            ssl_version=self.ssl_version,
+            ssl_minimum_version=self.ssl_minimum_version,
+            ssl_maximum_version=self.ssl_maximum_version,
+            **self.conn_kw,
+        )
+
+    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
+        """
+        Called right before a request is made, after the socket is created.
+        """
+        super()._validate_conn(conn)
+
+        # Force connect early to allow us to validate the connection.
+        if conn.is_closed:
+            conn.connect()
+
+        # TODO revise this, see https://github.com/urllib3/urllib3/issues/2791
+        if not conn.is_verified and not conn.proxy_is_verified:
+            warnings.warn(
+                (
+                    f"Unverified HTTPS request is being made to host '{conn.host}'. "
+                    "Adding certificate verification is strongly advised. See: "
+                    "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
+                    "#tls-warnings"
+                ),
+                InsecureRequestWarning,
+            )
+
+
+def connection_from_url(url: str, **kw: typing.Any) -> HTTPConnectionPool:
+    """
+    Given a url, return an :class:`.ConnectionPool` instance of its host.
+
+    This is a shortcut for not having to parse out the scheme, host, and port
+    of the url before creating an :class:`.ConnectionPool` instance.
+
+    :param url:
+        Absolute URL string that must include the scheme. Port is optional.
+
+    :param \\**kw:
+        Passes additional parameters to the constructor of the appropriate
+        :class:`.ConnectionPool`. Useful for specifying things like
+        timeout, maxsize, headers, etc.
+
+    Example::
+
+        >>> conn = connection_from_url('http://google.com/')
+        >>> r = conn.request('GET', '/')
+    """
+    scheme, _, host, port, *_ = parse_url(url)
+    scheme = scheme or "http"
+    port = port or port_by_scheme.get(scheme, 80)
+    if scheme == "https":
+        return HTTPSConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
+    else:
+        return HTTPConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
+
+
+@typing.overload
+def _normalize_host(host: None, scheme: str | None) -> None:
+    ...
+
+
+@typing.overload
+def _normalize_host(host: str, scheme: str | None) -> str:
+    ...
+
+
+def _normalize_host(host: str | None, scheme: str | None) -> str | None:
+    """
+    Normalize hosts for comparisons and use with sockets.
+    """
+
+    host = normalize_host(host, scheme)
+
+    # httplib doesn't like it when we include brackets in IPv6 addresses
+    # Specifically, if we include brackets but also pass the port then
+    # httplib crazily doubles up the square brackets on the Host header.
+    # Instead, we need to make sure we never pass ``None`` as the port.
+    # However, for backward compatibility reasons we can't actually
+    # *assert* that.  See http://bugs.python.org/issue28539
+    if host and host.startswith("[") and host.endswith("]"):
+        host = host[1:-1]
+    return host
+
+
+def _url_from_pool(
+    pool: HTTPConnectionPool | HTTPSConnectionPool, path: str | None = None
+) -> str:
+    """Returns the URL from a given connection pool. This is mainly used for testing and logging."""
+    return Url(scheme=pool.scheme, host=pool.host, port=pool.port, path=path).url
+
+
+def _close_pool_connections(pool: queue.LifoQueue[typing.Any]) -> None:
+    """Drains a queue of connections and closes each one."""
+    try:
+        while True:
+            conn = pool.get(block=False)
+            if conn:
+                conn.close()
+    except queue.Empty:
+        pass  # Done.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
new file mode 100644
index 000000000..8a3c5bebd
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
@@ -0,0 +1,16 @@
+from __future__ import annotations
+
+import urllib3.connection
+
+from ...connectionpool import HTTPConnectionPool, HTTPSConnectionPool
+from .connection import EmscriptenHTTPConnection, EmscriptenHTTPSConnection
+
+
+def inject_into_urllib3() -> None:
+    # override connection classes to use emscripten specific classes
+    # n.b. mypy complains about the overriding of classes below
+    # if it isn't ignored
+    HTTPConnectionPool.ConnectionCls = EmscriptenHTTPConnection
+    HTTPSConnectionPool.ConnectionCls = EmscriptenHTTPSConnection
+    urllib3.connection.HTTPConnection = EmscriptenHTTPConnection  # type: ignore[misc,assignment]
+    urllib3.connection.HTTPSConnection = EmscriptenHTTPSConnection  # type: ignore[misc,assignment]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
new file mode 100644
index 000000000..2ceb4579e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
@@ -0,0 +1,254 @@
+from __future__ import annotations
+
+import os
+import typing
+
+# use http.client.HTTPException for consistency with non-emscripten
+from http.client import HTTPException as HTTPException  # noqa: F401
+from http.client import ResponseNotReady
+
+from ..._base_connection import _TYPE_BODY
+from ...connection import HTTPConnection, ProxyConfig, port_by_scheme
+from ...exceptions import TimeoutError
+from ...response import BaseHTTPResponse
+from ...util.connection import _TYPE_SOCKET_OPTIONS
+from ...util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+from ...util.url import Url
+from .fetch import _RequestError, _TimeoutError, send_request, send_streaming_request
+from .request import EmscriptenRequest
+from .response import EmscriptenHttpResponseWrapper, EmscriptenResponse
+
+if typing.TYPE_CHECKING:
+    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+
+class EmscriptenHTTPConnection:
+    default_port: typing.ClassVar[int] = port_by_scheme["http"]
+    default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
+
+    timeout: None | (float)
+
+    host: str
+    port: int
+    blocksize: int
+    source_address: tuple[str, int] | None
+    socket_options: _TYPE_SOCKET_OPTIONS | None
+
+    proxy: Url | None
+    proxy_config: ProxyConfig | None
+
+    is_verified: bool = False
+    proxy_is_verified: bool | None = None
+
+    _response: EmscriptenResponse | None
+
+    def __init__(
+        self,
+        host: str,
+        port: int = 0,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 8192,
+        socket_options: _TYPE_SOCKET_OPTIONS | None = None,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+    ) -> None:
+        self.host = host
+        self.port = port
+        self.timeout = timeout if isinstance(timeout, float) else 0.0
+        self.scheme = "http"
+        self._closed = True
+        self._response = None
+        # ignore these things because we don't
+        # have control over that stuff
+        self.proxy = None
+        self.proxy_config = None
+        self.blocksize = blocksize
+        self.source_address = None
+        self.socket_options = None
+        self.is_verified = False
+
+    def set_tunnel(
+        self,
+        host: str,
+        port: int | None = 0,
+        headers: typing.Mapping[str, str] | None = None,
+        scheme: str = "http",
+    ) -> None:
+        pass
+
+    def connect(self) -> None:
+        pass
+
+    def request(
+        self,
+        method: str,
+        url: str,
+        body: _TYPE_BODY | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        # We know *at least* botocore is depending on the order of the
+        # first 3 parameters so to be safe we only mark the later ones
+        # as keyword-only to ensure we have space to extend.
+        *,
+        chunked: bool = False,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        enforce_content_length: bool = True,
+    ) -> None:
+        self._closed = False
+        if url.startswith("/"):
+            # no scheme / host / port included, make a full url
+            url = f"{self.scheme}://{self.host}:{self.port}" + url
+        request = EmscriptenRequest(
+            url=url,
+            method=method,
+            timeout=self.timeout if self.timeout else 0,
+            decode_content=decode_content,
+        )
+        request.set_body(body)
+        if headers:
+            for k, v in headers.items():
+                request.set_header(k, v)
+        self._response = None
+        try:
+            if not preload_content:
+                self._response = send_streaming_request(request)
+            if self._response is None:
+                self._response = send_request(request)
+        except _TimeoutError as e:
+            raise TimeoutError(e.message) from e
+        except _RequestError as e:
+            raise HTTPException(e.message) from e
+
+    def getresponse(self) -> BaseHTTPResponse:
+        if self._response is not None:
+            return EmscriptenHttpResponseWrapper(
+                internal_response=self._response,
+                url=self._response.request.url,
+                connection=self,
+            )
+        else:
+            raise ResponseNotReady()
+
+    def close(self) -> None:
+        self._closed = True
+        self._response = None
+
+    @property
+    def is_closed(self) -> bool:
+        """Whether the connection either is brand new or has been previously closed.
+        If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
+        properties must be False.
+        """
+        return self._closed
+
+    @property
+    def is_connected(self) -> bool:
+        """Whether the connection is actively connected to any origin (proxy or target)"""
+        return True
+
+    @property
+    def has_connected_to_proxy(self) -> bool:
+        """Whether the connection has successfully connected to its proxy.
+        This returns False if no proxy is in use. Used to determine whether
+        errors are coming from the proxy layer or from tunnelling to the target origin.
+        """
+        return False
+
+
+class EmscriptenHTTPSConnection(EmscriptenHTTPConnection):
+    default_port = port_by_scheme["https"]
+    # all this is basically ignored, as browser handles https
+    cert_reqs: int | str | None = None
+    ca_certs: str | None = None
+    ca_cert_dir: str | None = None
+    ca_cert_data: None | str | bytes = None
+    cert_file: str | None
+    key_file: str | None
+    key_password: str | None
+    ssl_context: typing.Any | None
+    ssl_version: int | str | None = None
+    ssl_minimum_version: int | None = None
+    ssl_maximum_version: int | None = None
+    assert_hostname: None | str | typing.Literal[False]
+    assert_fingerprint: str | None = None
+
+    def __init__(
+        self,
+        host: str,
+        port: int = 0,
+        *,
+        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        source_address: tuple[str, int] | None = None,
+        blocksize: int = 16384,
+        socket_options: None
+        | _TYPE_SOCKET_OPTIONS = HTTPConnection.default_socket_options,
+        proxy: Url | None = None,
+        proxy_config: ProxyConfig | None = None,
+        cert_reqs: int | str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        server_hostname: str | None = None,
+        ssl_context: typing.Any | None = None,
+        ca_certs: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+        ssl_minimum_version: int | None = None,
+        ssl_maximum_version: int | None = None,
+        ssl_version: int | str | None = None,  # Deprecated
+        cert_file: str | None = None,
+        key_file: str | None = None,
+        key_password: str | None = None,
+    ) -> None:
+        super().__init__(
+            host,
+            port=port,
+            timeout=timeout,
+            source_address=source_address,
+            blocksize=blocksize,
+            socket_options=socket_options,
+            proxy=proxy,
+            proxy_config=proxy_config,
+        )
+        self.scheme = "https"
+
+        self.key_file = key_file
+        self.cert_file = cert_file
+        self.key_password = key_password
+        self.ssl_context = ssl_context
+        self.server_hostname = server_hostname
+        self.assert_hostname = assert_hostname
+        self.assert_fingerprint = assert_fingerprint
+        self.ssl_version = ssl_version
+        self.ssl_minimum_version = ssl_minimum_version
+        self.ssl_maximum_version = ssl_maximum_version
+        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+        self.ca_cert_data = ca_cert_data
+
+        self.cert_reqs = None
+
+        # The browser will automatically verify all requests.
+        # We have no control over that setting.
+        self.is_verified = True
+
+    def set_cert(
+        self,
+        key_file: str | None = None,
+        cert_file: str | None = None,
+        cert_reqs: int | str | None = None,
+        key_password: str | None = None,
+        ca_certs: str | None = None,
+        assert_hostname: None | str | typing.Literal[False] = None,
+        assert_fingerprint: str | None = None,
+        ca_cert_dir: str | None = None,
+        ca_cert_data: None | str | bytes = None,
+    ) -> None:
+        pass
+
+
+# verify that this class implements BaseHTTP(s) connection correctly
+if typing.TYPE_CHECKING:
+    _supports_http_protocol: BaseHTTPConnection = EmscriptenHTTPConnection("", 0)
+    _supports_https_protocol: BaseHTTPSConnection = EmscriptenHTTPSConnection("", 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
new file mode 100644
index 000000000..243b86222
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
@@ -0,0 +1,110 @@
+let Status = {
+  SUCCESS_HEADER: -1,
+  SUCCESS_EOF: -2,
+  ERROR_TIMEOUT: -3,
+  ERROR_EXCEPTION: -4,
+};
+
+let connections = {};
+let nextConnectionID = 1;
+const encoder = new TextEncoder();
+
+self.addEventListener("message", async function (event) {
+  if (event.data.close) {
+    let connectionID = event.data.close;
+    delete connections[connectionID];
+    return;
+  } else if (event.data.getMore) {
+    let connectionID = event.data.getMore;
+    let { curOffset, value, reader, intBuffer, byteBuffer } =
+      connections[connectionID];
+    // if we still have some in buffer, then just send it back straight away
+    if (!value || curOffset >= value.length) {
+      // read another buffer if required
+      try {
+        let readResponse = await reader.read();
+
+        if (readResponse.done) {
+          // read everything - clear connection and return
+          delete connections[connectionID];
+          Atomics.store(intBuffer, 0, Status.SUCCESS_EOF);
+          Atomics.notify(intBuffer, 0);
+          // finished reading successfully
+          // return from event handler
+          return;
+        }
+        curOffset = 0;
+        connections[connectionID].value = readResponse.value;
+        value = readResponse.value;
+      } catch (error) {
+        console.log("Request exception:", error);
+        let errorBytes = encoder.encode(error.message);
+        let written = errorBytes.length;
+        byteBuffer.set(errorBytes);
+        intBuffer[1] = written;
+        Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
+        Atomics.notify(intBuffer, 0);
+      }
+    }
+
+    // send as much buffer as we can
+    let curLen = value.length - curOffset;
+    if (curLen > byteBuffer.length) {
+      curLen = byteBuffer.length;
+    }
+    byteBuffer.set(value.subarray(curOffset, curOffset + curLen), 0);
+
+    Atomics.store(intBuffer, 0, curLen); // store current length in bytes
+    Atomics.notify(intBuffer, 0);
+    curOffset += curLen;
+    connections[connectionID].curOffset = curOffset;
+
+    return;
+  } else {
+    // start fetch
+    let connectionID = nextConnectionID;
+    nextConnectionID += 1;
+    const intBuffer = new Int32Array(event.data.buffer);
+    const byteBuffer = new Uint8Array(event.data.buffer, 8);
+    try {
+      const response = await fetch(event.data.url, event.data.fetchParams);
+      // return the headers first via textencoder
+      var headers = [];
+      for (const pair of response.headers.entries()) {
+        headers.push([pair[0], pair[1]]);
+      }
+      let headerObj = {
+        headers: headers,
+        status: response.status,
+        connectionID,
+      };
+      const headerText = JSON.stringify(headerObj);
+      let headerBytes = encoder.encode(headerText);
+      let written = headerBytes.length;
+      byteBuffer.set(headerBytes);
+      intBuffer[1] = written;
+      // make a connection
+      connections[connectionID] = {
+        reader: response.body.getReader(),
+        intBuffer: intBuffer,
+        byteBuffer: byteBuffer,
+        value: undefined,
+        curOffset: 0,
+      };
+      // set header ready
+      Atomics.store(intBuffer, 0, Status.SUCCESS_HEADER);
+      Atomics.notify(intBuffer, 0);
+      // all fetching after this goes through a new postmessage call with getMore
+      // this allows for parallel requests
+    } catch (error) {
+      console.log("Request exception:", error);
+      let errorBytes = encoder.encode(error.message);
+      let written = errorBytes.length;
+      byteBuffer.set(errorBytes);
+      intBuffer[1] = written;
+      Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
+      Atomics.notify(intBuffer, 0);
+    }
+  }
+});
+self.postMessage({ inited: true });
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
new file mode 100644
index 000000000..8d197ea1e
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
@@ -0,0 +1,418 @@
+"""
+Support for streaming http requests in emscripten.
+
+A few caveats -
+
+Firstly, you can't do streaming http in the main UI thread, because atomics.wait isn't allowed.
+Streaming only works if you're running pyodide in a web worker.
+
+Secondly, this uses an extra web worker and SharedArrayBuffer to do the asynchronous fetch
+operation, so it requires that you have crossOriginIsolation enabled, by serving over https
+(or from localhost) with the two headers below set:
+
+    Cross-Origin-Opener-Policy: same-origin
+    Cross-Origin-Embedder-Policy: require-corp
+
+You can tell if cross origin isolation is successfully enabled by looking at the global crossOriginIsolated variable in
+javascript console. If it isn't, streaming requests will fallback to XMLHttpRequest, i.e. getting the whole
+request into a buffer and then returning it. it shows a warning in the javascript console in this case.
+
+Finally, the webworker which does the streaming fetch is created on initial import, but will only be started once
+control is returned to javascript. Call `await wait_for_streaming_ready()` to wait for streaming fetch.
+
+NB: in this code, there are a lot of javascript objects. They are named js_*
+to make it clear what type of object they are.
+"""
+from __future__ import annotations
+
+import io
+import json
+from email.parser import Parser
+from importlib.resources import files
+from typing import TYPE_CHECKING, Any
+
+import js  # type: ignore[import-not-found]
+from pyodide.ffi import (  # type: ignore[import-not-found]
+    JsArray,
+    JsException,
+    JsProxy,
+    to_js,
+)
+
+if TYPE_CHECKING:
+    from typing_extensions import Buffer
+
+from .request import EmscriptenRequest
+from .response import EmscriptenResponse
+
+"""
+There are some headers that trigger unintended CORS preflight requests.
+See also https://github.com/koenvo/pyodide-http/issues/22
+"""
+HEADERS_TO_IGNORE = ("user-agent",)
+
+SUCCESS_HEADER = -1
+SUCCESS_EOF = -2
+ERROR_TIMEOUT = -3
+ERROR_EXCEPTION = -4
+
+_STREAMING_WORKER_CODE = (
+    files(__package__)
+    .joinpath("emscripten_fetch_worker.js")
+    .read_text(encoding="utf-8")
+)
+
+
+class _RequestError(Exception):
+    def __init__(
+        self,
+        message: str | None = None,
+        *,
+        request: EmscriptenRequest | None = None,
+        response: EmscriptenResponse | None = None,
+    ):
+        self.request = request
+        self.response = response
+        self.message = message
+        super().__init__(self.message)
+
+
+class _StreamingError(_RequestError):
+    pass
+
+
+class _TimeoutError(_RequestError):
+    pass
+
+
+def _obj_from_dict(dict_val: dict[str, Any]) -> JsProxy:
+    return to_js(dict_val, dict_converter=js.Object.fromEntries)
+
+
+class _ReadStream(io.RawIOBase):
+    def __init__(
+        self,
+        int_buffer: JsArray,
+        byte_buffer: JsArray,
+        timeout: float,
+        worker: JsProxy,
+        connection_id: int,
+        request: EmscriptenRequest,
+    ):
+        self.int_buffer = int_buffer
+        self.byte_buffer = byte_buffer
+        self.read_pos = 0
+        self.read_len = 0
+        self.connection_id = connection_id
+        self.worker = worker
+        self.timeout = int(1000 * timeout) if timeout > 0 else None
+        self.is_live = True
+        self._is_closed = False
+        self.request: EmscriptenRequest | None = request
+
+    def __del__(self) -> None:
+        self.close()
+
+    # this is compatible with _base_connection
+    def is_closed(self) -> bool:
+        return self._is_closed
+
+    # for compatibility with RawIOBase
+    @property
+    def closed(self) -> bool:
+        return self.is_closed()
+
+    def close(self) -> None:
+        if not self.is_closed():
+            self.read_len = 0
+            self.read_pos = 0
+            self.int_buffer = None
+            self.byte_buffer = None
+            self._is_closed = True
+            self.request = None
+            if self.is_live:
+                self.worker.postMessage(_obj_from_dict({"close": self.connection_id}))
+                self.is_live = False
+            super().close()
+
+    def readable(self) -> bool:
+        return True
+
+    def writable(self) -> bool:
+        return False
+
+    def seekable(self) -> bool:
+        return False
+
+    def readinto(self, byte_obj: Buffer) -> int:
+        if not self.int_buffer:
+            raise _StreamingError(
+                "No buffer for stream in _ReadStream.readinto",
+                request=self.request,
+                response=None,
+            )
+        if self.read_len == 0:
+            # wait for the worker to send something
+            js.Atomics.store(self.int_buffer, 0, ERROR_TIMEOUT)
+            self.worker.postMessage(_obj_from_dict({"getMore": self.connection_id}))
+            if (
+                js.Atomics.wait(self.int_buffer, 0, ERROR_TIMEOUT, self.timeout)
+                == "timed-out"
+            ):
+                raise _TimeoutError
+            data_len = self.int_buffer[0]
+            if data_len > 0:
+                self.read_len = data_len
+                self.read_pos = 0
+            elif data_len == ERROR_EXCEPTION:
+                string_len = self.int_buffer[1]
+                # decode the error string
+                js_decoder = js.TextDecoder.new()
+                json_str = js_decoder.decode(self.byte_buffer.slice(0, string_len))
+                raise _StreamingError(
+                    f"Exception thrown in fetch: {json_str}",
+                    request=self.request,
+                    response=None,
+                )
+            else:
+                # EOF, free the buffers and return zero
+                # and free the request
+                self.is_live = False
+                self.close()
+                return 0
+        # copy from int32array to python bytes
+        ret_length = min(self.read_len, len(memoryview(byte_obj)))
+        subarray = self.byte_buffer.subarray(
+            self.read_pos, self.read_pos + ret_length
+        ).to_py()
+        memoryview(byte_obj)[0:ret_length] = subarray
+        self.read_len -= ret_length
+        self.read_pos += ret_length
+        return ret_length
+
+
+class _StreamingFetcher:
+    def __init__(self) -> None:
+        # make web-worker and data buffer on startup
+        self.streaming_ready = False
+
+        js_data_blob = js.Blob.new(
+            [_STREAMING_WORKER_CODE], _obj_from_dict({"type": "application/javascript"})
+        )
+
+        def promise_resolver(js_resolve_fn: JsProxy, js_reject_fn: JsProxy) -> None:
+            def onMsg(e: JsProxy) -> None:
+                self.streaming_ready = True
+                js_resolve_fn(e)
+
+            def onErr(e: JsProxy) -> None:
+                js_reject_fn(e)  # Defensive: never happens in ci
+
+            self.js_worker.onmessage = onMsg
+            self.js_worker.onerror = onErr
+
+        js_data_url = js.URL.createObjectURL(js_data_blob)
+        self.js_worker = js.globalThis.Worker.new(js_data_url)
+        self.js_worker_ready_promise = js.globalThis.Promise.new(promise_resolver)
+
+    def send(self, request: EmscriptenRequest) -> EmscriptenResponse:
+        headers = {
+            k: v for k, v in request.headers.items() if k not in HEADERS_TO_IGNORE
+        }
+
+        body = request.body
+        fetch_data = {"headers": headers, "body": to_js(body), "method": request.method}
+        # start the request off in the worker
+        timeout = int(1000 * request.timeout) if request.timeout > 0 else None
+        js_shared_buffer = js.SharedArrayBuffer.new(1048576)
+        js_int_buffer = js.Int32Array.new(js_shared_buffer)
+        js_byte_buffer = js.Uint8Array.new(js_shared_buffer, 8)
+
+        js.Atomics.store(js_int_buffer, 0, ERROR_TIMEOUT)
+        js.Atomics.notify(js_int_buffer, 0)
+        js_absolute_url = js.URL.new(request.url, js.location).href
+        self.js_worker.postMessage(
+            _obj_from_dict(
+                {
+                    "buffer": js_shared_buffer,
+                    "url": js_absolute_url,
+                    "fetchParams": fetch_data,
+                }
+            )
+        )
+        # wait for the worker to send something
+        js.Atomics.wait(js_int_buffer, 0, ERROR_TIMEOUT, timeout)
+        if js_int_buffer[0] == ERROR_TIMEOUT:
+            raise _TimeoutError(
+                "Timeout connecting to streaming request",
+                request=request,
+                response=None,
+            )
+        elif js_int_buffer[0] == SUCCESS_HEADER:
+            # got response
+            # header length is in second int of intBuffer
+            string_len = js_int_buffer[1]
+            # decode the rest to a JSON string
+            js_decoder = js.TextDecoder.new()
+            # this does a copy (the slice) because decode can't work on shared array
+            # for some silly reason
+            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
+            # get it as an object
+            response_obj = json.loads(json_str)
+            return EmscriptenResponse(
+                request=request,
+                status_code=response_obj["status"],
+                headers=response_obj["headers"],
+                body=_ReadStream(
+                    js_int_buffer,
+                    js_byte_buffer,
+                    request.timeout,
+                    self.js_worker,
+                    response_obj["connectionID"],
+                    request,
+                ),
+            )
+        elif js_int_buffer[0] == ERROR_EXCEPTION:
+            string_len = js_int_buffer[1]
+            # decode the error string
+            js_decoder = js.TextDecoder.new()
+            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
+            raise _StreamingError(
+                f"Exception thrown in fetch: {json_str}", request=request, response=None
+            )
+        else:
+            raise _StreamingError(
+                f"Unknown status from worker in fetch: {js_int_buffer[0]}",
+                request=request,
+                response=None,
+            )
+
+
+# check if we are in a worker or not
+def is_in_browser_main_thread() -> bool:
+    return hasattr(js, "window") and hasattr(js, "self") and js.self == js.window
+
+
+def is_cross_origin_isolated() -> bool:
+    return hasattr(js, "crossOriginIsolated") and js.crossOriginIsolated
+
+
+def is_in_node() -> bool:
+    return (
+        hasattr(js, "process")
+        and hasattr(js.process, "release")
+        and hasattr(js.process.release, "name")
+        and js.process.release.name == "node"
+    )
+
+
+def is_worker_available() -> bool:
+    return hasattr(js, "Worker") and hasattr(js, "Blob")
+
+
+_fetcher: _StreamingFetcher | None = None
+
+if is_worker_available() and (
+    (is_cross_origin_isolated() and not is_in_browser_main_thread())
+    and (not is_in_node())
+):
+    _fetcher = _StreamingFetcher()
+else:
+    _fetcher = None
+
+
+def send_streaming_request(request: EmscriptenRequest) -> EmscriptenResponse | None:
+    if _fetcher and streaming_ready():
+        return _fetcher.send(request)
+    else:
+        _show_streaming_warning()
+        return None
+
+
+_SHOWN_TIMEOUT_WARNING = False
+
+
+def _show_timeout_warning() -> None:
+    global _SHOWN_TIMEOUT_WARNING
+    if not _SHOWN_TIMEOUT_WARNING:
+        _SHOWN_TIMEOUT_WARNING = True
+        message = "Warning: Timeout is not available on main browser thread"
+        js.console.warn(message)
+
+
+_SHOWN_STREAMING_WARNING = False
+
+
+def _show_streaming_warning() -> None:
+    global _SHOWN_STREAMING_WARNING
+    if not _SHOWN_STREAMING_WARNING:
+        _SHOWN_STREAMING_WARNING = True
+        message = "Can't stream HTTP requests because: \n"
+        if not is_cross_origin_isolated():
+            message += "  Page is not cross-origin isolated\n"
+        if is_in_browser_main_thread():
+            message += "  Python is running in main browser thread\n"
+        if not is_worker_available():
+            message += " Worker or Blob classes are not available in this environment."  # Defensive: this is always False in browsers that we test in
+        if streaming_ready() is False:
+            message += """ Streaming fetch worker isn't ready. If you want to be sure that streaming fetch
+is working, you need to call: 'await urllib3.contrib.emscripten.fetch.wait_for_streaming_ready()`"""
+        from js import console
+
+        console.warn(message)
+
+
+def send_request(request: EmscriptenRequest) -> EmscriptenResponse:
+    try:
+        js_xhr = js.XMLHttpRequest.new()
+
+        if not is_in_browser_main_thread():
+            js_xhr.responseType = "arraybuffer"
+            if request.timeout:
+                js_xhr.timeout = int(request.timeout * 1000)
+        else:
+            js_xhr.overrideMimeType("text/plain; charset=ISO-8859-15")
+            if request.timeout:
+                # timeout isn't available on the main thread - show a warning in console
+                # if it is set
+                _show_timeout_warning()
+
+        js_xhr.open(request.method, request.url, False)
+        for name, value in request.headers.items():
+            if name.lower() not in HEADERS_TO_IGNORE:
+                js_xhr.setRequestHeader(name, value)
+
+        js_xhr.send(to_js(request.body))
+
+        headers = dict(Parser().parsestr(js_xhr.getAllResponseHeaders()))
+
+        if not is_in_browser_main_thread():
+            body = js_xhr.response.to_py().tobytes()
+        else:
+            body = js_xhr.response.encode("ISO-8859-15")
+        return EmscriptenResponse(
+            status_code=js_xhr.status, headers=headers, body=body, request=request
+        )
+    except JsException as err:
+        if err.name == "TimeoutError":
+            raise _TimeoutError(err.message, request=request)
+        elif err.name == "NetworkError":
+            raise _RequestError(err.message, request=request)
+        else:
+            # general http error
+            raise _RequestError(err.message, request=request)
+
+
+def streaming_ready() -> bool | None:
+    if _fetcher:
+        return _fetcher.streaming_ready
+    else:
+        return None  # no fetcher, return None to signify that
+
+
+async def wait_for_streaming_ready() -> bool:
+    if _fetcher:
+        await _fetcher.js_worker_ready_promise
+        return True
+    else:
+        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
new file mode 100644
index 000000000..e692e692b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
@@ -0,0 +1,22 @@
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+
+from ..._base_connection import _TYPE_BODY
+
+
+@dataclass
+class EmscriptenRequest:
+    method: str
+    url: str
+    params: dict[str, str] | None = None
+    body: _TYPE_BODY | None = None
+    headers: dict[str, str] = field(default_factory=dict)
+    timeout: float = 0
+    decode_content: bool = True
+
+    def set_header(self, name: str, value: str) -> None:
+        self.headers[name.capitalize()] = value
+
+    def set_body(self, body: _TYPE_BODY | None) -> None:
+        self.body = body
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
new file mode 100644
index 000000000..cd3d80e43
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
@@ -0,0 +1,285 @@
+from __future__ import annotations
+
+import json as _json
+import logging
+import typing
+from contextlib import contextmanager
+from dataclasses import dataclass
+from http.client import HTTPException as HTTPException
+from io import BytesIO, IOBase
+
+from ...exceptions import InvalidHeader, TimeoutError
+from ...response import BaseHTTPResponse
+from ...util.retry import Retry
+from .request import EmscriptenRequest
+
+if typing.TYPE_CHECKING:
+    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
+
+log = logging.getLogger(__name__)
+
+
+@dataclass
+class EmscriptenResponse:
+    status_code: int
+    headers: dict[str, str]
+    body: IOBase | bytes
+    request: EmscriptenRequest
+
+
+class EmscriptenHttpResponseWrapper(BaseHTTPResponse):
+    def __init__(
+        self,
+        internal_response: EmscriptenResponse,
+        url: str | None = None,
+        connection: BaseHTTPConnection | BaseHTTPSConnection | None = None,
+    ):
+        self._pool = None  # set by pool class
+        self._body = None
+        self._response = internal_response
+        self._url = url
+        self._connection = connection
+        self._closed = False
+        super().__init__(
+            headers=internal_response.headers,
+            status=internal_response.status_code,
+            request_url=url,
+            version=0,
+            version_string="HTTP/?",
+            reason="",
+            decode_content=True,
+        )
+        self.length_remaining = self._init_length(self._response.request.method)
+        self.length_is_certain = False
+
+    @property
+    def url(self) -> str | None:
+        return self._url
+
+    @url.setter
+    def url(self, url: str | None) -> None:
+        self._url = url
+
+    @property
+    def connection(self) -> BaseHTTPConnection | BaseHTTPSConnection | None:
+        return self._connection
+
+    @property
+    def retries(self) -> Retry | None:
+        return self._retries
+
+    @retries.setter
+    def retries(self, retries: Retry | None) -> None:
+        # Override the request_url if retries has a redirect location.
+        self._retries = retries
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        A generator wrapper for the read() method. A call will block until
+        ``amt`` bytes have been read from the connection or until the
+        connection is closed.
+
+        :param amt:
+            How much of the content to read. The generator will return up to
+            much data per iteration, but may return less. This is particularly
+            likely when using compressed data. However, the empty string will
+            never be returned.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        while True:
+            data = self.read(amt=amt, decode_content=decode_content)
+
+            if data:
+                yield data
+            else:
+                break
+
+    def _init_length(self, request_method: str | None) -> int | None:
+        length: int | None
+        content_length: str | None = self.headers.get("content-length")
+
+        if content_length is not None:
+            try:
+                # RFC 7230 section 3.3.2 specifies multiple content lengths can
+                # be sent in a single Content-Length header
+                # (e.g. Content-Length: 42, 42). This line ensures the values
+                # are all valid ints and that as long as the `set` length is 1,
+                # all values are the same. Otherwise, the header is invalid.
+                lengths = {int(val) for val in content_length.split(",")}
+                if len(lengths) > 1:
+                    raise InvalidHeader(
+                        "Content-Length contained multiple "
+                        "unmatching values (%s)" % content_length
+                    )
+                length = lengths.pop()
+            except ValueError:
+                length = None
+            else:
+                if length < 0:
+                    length = None
+
+        else:  # if content_length is None
+            length = None
+
+        # Check for responses that shouldn't include a body
+        if (
+            self.status in (204, 304)
+            or 100 <= self.status < 200
+            or request_method == "HEAD"
+        ):
+            length = 0
+
+        return length
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,  # ignored because browser decodes always
+        cache_content: bool = False,
+    ) -> bytes:
+        if (
+            self._closed
+            or self._response is None
+            or (isinstance(self._response.body, IOBase) and self._response.body.closed)
+        ):
+            return b""
+
+        with self._error_catcher():
+            # body has been preloaded as a string by XmlHttpRequest
+            if not isinstance(self._response.body, IOBase):
+                self.length_remaining = len(self._response.body)
+                self.length_is_certain = True
+                # wrap body in IOStream
+                self._response.body = BytesIO(self._response.body)
+            if amt is not None and amt >= 0:
+                # don't cache partial content
+                cache_content = False
+                data = self._response.body.read(amt)
+                if self.length_remaining is not None:
+                    self.length_remaining = max(self.length_remaining - len(data), 0)
+                if (self.length_is_certain and self.length_remaining == 0) or len(
+                    data
+                ) < amt:
+                    # definitely finished reading, close response stream
+                    self._response.body.close()
+                return typing.cast(bytes, data)
+            else:  # read all we can (and cache it)
+                data = self._response.body.read()
+                if cache_content:
+                    self._body = data
+                if self.length_remaining is not None:
+                    self.length_remaining = max(self.length_remaining - len(data), 0)
+                if len(data) == 0 or (
+                    self.length_is_certain and self.length_remaining == 0
+                ):
+                    # definitely finished reading, close response stream
+                    self._response.body.close()
+                return typing.cast(bytes, data)
+
+    def read_chunked(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> typing.Generator[bytes, None, None]:
+        # chunked is handled by browser
+        while True:
+            bytes = self.read(amt, decode_content)
+            if not bytes:
+                break
+            yield bytes
+
+    def release_conn(self) -> None:
+        if not self._pool or not self._connection:
+            return None
+
+        self._pool._put_conn(self._connection)
+        self._connection = None
+
+    def drain_conn(self) -> None:
+        self.close()
+
+    @property
+    def data(self) -> bytes:
+        if self._body:
+            return self._body
+        else:
+            return self.read(cache_content=True)
+
+    def json(self) -> typing.Any:
+        """
+        Deserializes the body of the HTTP response as a Python object.
+
+        The body of the HTTP response must be encoded using UTF-8, as per
+        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
+
+        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
+        your custom decoder instead.
+
+        If the body of the HTTP response is not decodable to UTF-8, a
+        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
+        valid JSON document, a `json.JSONDecodeError` will be raised.
+
+        Read more :ref:`here <json_content>`.
+
+        :returns: The body of the HTTP response as a Python object.
+        """
+        data = self.data.decode("utf-8")
+        return _json.loads(data)
+
+    def close(self) -> None:
+        if not self._closed:
+            if isinstance(self._response.body, IOBase):
+                self._response.body.close()
+            if self._connection:
+                self._connection.close()
+                self._connection = None
+            self._closed = True
+
+    @contextmanager
+    def _error_catcher(self) -> typing.Generator[None, None, None]:
+        """
+        Catch Emscripten specific exceptions thrown by fetch.py,
+        instead re-raising urllib3 variants, so that low-level exceptions
+        are not leaked in the high-level api.
+
+        On exit, release the connection back to the pool.
+        """
+        from .fetch import _RequestError, _TimeoutError  # avoid circular import
+
+        clean_exit = False
+
+        try:
+            yield
+            # If no exception is thrown, we should avoid cleaning up
+            # unnecessarily.
+            clean_exit = True
+        except _TimeoutError as e:
+            raise TimeoutError(str(e))
+        except _RequestError as e:
+            raise HTTPException(str(e))
+        finally:
+            # If we didn't terminate cleanly, we need to throw away our
+            # connection.
+            if not clean_exit:
+                # The response may not be closed but we're not going to use it
+                # anymore so close it now
+                if (
+                    isinstance(self._response.body, IOBase)
+                    and not self._response.body.closed
+                ):
+                    self._response.body.close()
+                # release the connection back to the pool
+                self.release_conn()
+            else:
+                # If we have read everything from the response stream,
+                # return the connection back to the pool.
+                if (
+                    isinstance(self._response.body, IOBase)
+                    and self._response.body.closed
+                ):
+                    self.release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
new file mode 100644
index 000000000..b89a6dab8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
@@ -0,0 +1,548 @@
+"""
+Module for using pyOpenSSL as a TLS backend. This module was relevant before
+the standard library ``ssl`` module supported SNI, but now that we've dropped
+support for Python 2.7 all relevant Python versions support SNI so
+**this module is no longer recommended**.
+
+This needs the following packages installed:
+
+* `pyOpenSSL`_ (tested with 16.0.0)
+* `cryptography`_ (minimum 1.3.4, from pyopenssl)
+* `idna`_ (minimum 2.0)
+
+However, pyOpenSSL depends on cryptography, so while we use all three directly here we
+end up having relatively few packages required.
+
+You can install them with the following command:
+
+.. code-block:: bash
+
+    $ python -m pip install pyopenssl cryptography idna
+
+To activate certificate checking, call
+:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
+before you begin making HTTP requests. This can be done in a ``sitecustomize``
+module, or at any other time before your application begins using ``urllib3``,
+like this:
+
+.. code-block:: python
+
+    try:
+        import urllib3.contrib.pyopenssl
+        urllib3.contrib.pyopenssl.inject_into_urllib3()
+    except ImportError:
+        pass
+
+.. _pyopenssl: https://www.pyopenssl.org
+.. _cryptography: https://cryptography.io
+.. _idna: https://github.com/kjd/idna
+"""
+
+from __future__ import annotations
+
+import OpenSSL.SSL  # type: ignore[import-untyped]
+from cryptography import x509
+
+try:
+    from cryptography.x509 import UnsupportedExtension  # type: ignore[attr-defined]
+except ImportError:
+    # UnsupportedExtension is gone in cryptography >= 2.1.0
+    class UnsupportedExtension(Exception):  # type: ignore[no-redef]
+        pass
+
+
+import logging
+import ssl
+import typing
+from io import BytesIO
+from socket import socket as socket_cls
+from socket import timeout
+
+from .. import util
+
+if typing.TYPE_CHECKING:
+    from OpenSSL.crypto import X509  # type: ignore[import-untyped]
+
+
+__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
+
+# Map from urllib3 to PyOpenSSL compatible parameter-values.
+_openssl_versions: dict[int, int] = {
+    util.ssl_.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
+    util.ssl_.PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
+    ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
+}
+
+if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
+
+if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
+    _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
+
+
+_stdlib_to_openssl_verify = {
+    ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
+    ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
+    ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
+    + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
+}
+_openssl_to_stdlib_verify = {v: k for k, v in _stdlib_to_openssl_verify.items()}
+
+# The SSLvX values are the most likely to be missing in the future
+# but we check them all just to be sure.
+_OP_NO_SSLv2_OR_SSLv3: int = getattr(OpenSSL.SSL, "OP_NO_SSLv2", 0) | getattr(
+    OpenSSL.SSL, "OP_NO_SSLv3", 0
+)
+_OP_NO_TLSv1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1", 0)
+_OP_NO_TLSv1_1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_1", 0)
+_OP_NO_TLSv1_2: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_2", 0)
+_OP_NO_TLSv1_3: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_3", 0)
+
+_openssl_to_ssl_minimum_version: dict[int, int] = {
+    ssl.TLSVersion.MINIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.TLSv1: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1,
+    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1,
+    ssl.TLSVersion.TLSv1_3: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
+    ),
+    ssl.TLSVersion.MAXIMUM_SUPPORTED: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
+    ),
+}
+_openssl_to_ssl_maximum_version: dict[int, int] = {
+    ssl.TLSVersion.MINIMUM_SUPPORTED: (
+        _OP_NO_SSLv2_OR_SSLv3
+        | _OP_NO_TLSv1
+        | _OP_NO_TLSv1_1
+        | _OP_NO_TLSv1_2
+        | _OP_NO_TLSv1_3
+    ),
+    ssl.TLSVersion.TLSv1: (
+        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3
+    ),
+    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3,
+    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_3,
+    ssl.TLSVersion.TLSv1_3: _OP_NO_SSLv2_OR_SSLv3,
+    ssl.TLSVersion.MAXIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
+}
+
+# OpenSSL will only write 16K at a time
+SSL_WRITE_BLOCKSIZE = 16384
+
+orig_util_SSLContext = util.ssl_.SSLContext
+
+
+log = logging.getLogger(__name__)
+
+
+def inject_into_urllib3() -> None:
+    "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
+
+    _validate_dependencies_met()
+
+    util.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
+    util.ssl_.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
+    util.IS_PYOPENSSL = True
+    util.ssl_.IS_PYOPENSSL = True
+
+
+def extract_from_urllib3() -> None:
+    "Undo monkey-patching by :func:`inject_into_urllib3`."
+
+    util.SSLContext = orig_util_SSLContext
+    util.ssl_.SSLContext = orig_util_SSLContext
+    util.IS_PYOPENSSL = False
+    util.ssl_.IS_PYOPENSSL = False
+
+
+def _validate_dependencies_met() -> None:
+    """
+    Verifies that PyOpenSSL's package-level dependencies have been met.
+    Throws `ImportError` if they are not met.
+    """
+    # Method added in `cryptography==1.1`; not available in older versions
+    from cryptography.x509.extensions import Extensions
+
+    if getattr(Extensions, "get_extension_for_class", None) is None:
+        raise ImportError(
+            "'cryptography' module missing required functionality.  "
+            "Try upgrading to v1.3.4 or newer."
+        )
+
+    # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
+    # attribute is only present on those versions.
+    from OpenSSL.crypto import X509
+
+    x509 = X509()
+    if getattr(x509, "_x509", None) is None:
+        raise ImportError(
+            "'pyOpenSSL' module missing required functionality. "
+            "Try upgrading to v0.14 or newer."
+        )
+
+
+def _dnsname_to_stdlib(name: str) -> str | None:
+    """
+    Converts a dNSName SubjectAlternativeName field to the form used by the
+    standard library on the given Python version.
+
+    Cryptography produces a dNSName as a unicode string that was idna-decoded
+    from ASCII bytes. We need to idna-encode that string to get it back, and
+    then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
+    uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
+
+    If the name cannot be idna-encoded then we return None signalling that
+    the name given should be skipped.
+    """
+
+    def idna_encode(name: str) -> bytes | None:
+        """
+        Borrowed wholesale from the Python Cryptography Project. It turns out
+        that we can't just safely call `idna.encode`: it can explode for
+        wildcard names. This avoids that problem.
+        """
+        import idna
+
+        try:
+            for prefix in ["*.", "."]:
+                if name.startswith(prefix):
+                    name = name[len(prefix) :]
+                    return prefix.encode("ascii") + idna.encode(name)
+            return idna.encode(name)
+        except idna.core.IDNAError:
+            return None
+
+    # Don't send IPv6 addresses through the IDNA encoder.
+    if ":" in name:
+        return name
+
+    encoded_name = idna_encode(name)
+    if encoded_name is None:
+        return None
+    return encoded_name.decode("utf-8")
+
+
+def get_subj_alt_name(peer_cert: X509) -> list[tuple[str, str]]:
+    """
+    Given an PyOpenSSL certificate, provides all the subject alternative names.
+    """
+    cert = peer_cert.to_cryptography()
+
+    # We want to find the SAN extension. Ask Cryptography to locate it (it's
+    # faster than looping in Python)
+    try:
+        ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
+    except x509.ExtensionNotFound:
+        # No such extension, return the empty list.
+        return []
+    except (
+        x509.DuplicateExtension,
+        UnsupportedExtension,
+        x509.UnsupportedGeneralNameType,
+        UnicodeError,
+    ) as e:
+        # A problem has been found with the quality of the certificate. Assume
+        # no SAN field is present.
+        log.warning(
+            "A problem was encountered with the certificate that prevented "
+            "urllib3 from finding the SubjectAlternativeName field. This can "
+            "affect certificate validation. The error was %s",
+            e,
+        )
+        return []
+
+    # We want to return dNSName and iPAddress fields. We need to cast the IPs
+    # back to strings because the match_hostname function wants them as
+    # strings.
+    # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
+    # decoded. This is pretty frustrating, but that's what the standard library
+    # does with certificates, and so we need to attempt to do the same.
+    # We also want to skip over names which cannot be idna encoded.
+    names = [
+        ("DNS", name)
+        for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
+        if name is not None
+    ]
+    names.extend(
+        ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
+    )
+
+    return names
+
+
+class WrappedSocket:
+    """API-compatibility wrapper for Python OpenSSL's Connection-class."""
+
+    def __init__(
+        self,
+        connection: OpenSSL.SSL.Connection,
+        socket: socket_cls,
+        suppress_ragged_eofs: bool = True,
+    ) -> None:
+        self.connection = connection
+        self.socket = socket
+        self.suppress_ragged_eofs = suppress_ragged_eofs
+        self._io_refs = 0
+        self._closed = False
+
+    def fileno(self) -> int:
+        return self.socket.fileno()
+
+    # Copy-pasted from Python 3.5 source code
+    def _decref_socketios(self) -> None:
+        if self._io_refs > 0:
+            self._io_refs -= 1
+        if self._closed:
+            self.close()
+
+    def recv(self, *args: typing.Any, **kwargs: typing.Any) -> bytes:
+        try:
+            data = self.connection.recv(*args, **kwargs)
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return b""
+            else:
+                raise OSError(e.args[0], str(e)) from e
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return b""
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError as e:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out") from e
+            else:
+                return self.recv(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"read error: {e!r}") from e
+        else:
+            return data  # type: ignore[no-any-return]
+
+    def recv_into(self, *args: typing.Any, **kwargs: typing.Any) -> int:
+        try:
+            return self.connection.recv_into(*args, **kwargs)  # type: ignore[no-any-return]
+        except OpenSSL.SSL.SysCallError as e:
+            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+                return 0
+            else:
+                raise OSError(e.args[0], str(e)) from e
+        except OpenSSL.SSL.ZeroReturnError:
+            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+                return 0
+            else:
+                raise
+        except OpenSSL.SSL.WantReadError as e:
+            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+                raise timeout("The read operation timed out") from e
+            else:
+                return self.recv_into(*args, **kwargs)
+
+        # TLS 1.3 post-handshake authentication
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"read error: {e!r}") from e
+
+    def settimeout(self, timeout: float) -> None:
+        return self.socket.settimeout(timeout)
+
+    def _send_until_done(self, data: bytes) -> int:
+        while True:
+            try:
+                return self.connection.send(data)  # type: ignore[no-any-return]
+            except OpenSSL.SSL.WantWriteError as e:
+                if not util.wait_for_write(self.socket, self.socket.gettimeout()):
+                    raise timeout() from e
+                continue
+            except OpenSSL.SSL.SysCallError as e:
+                raise OSError(e.args[0], str(e)) from e
+
+    def sendall(self, data: bytes) -> None:
+        total_sent = 0
+        while total_sent < len(data):
+            sent = self._send_until_done(
+                data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
+            )
+            total_sent += sent
+
+    def shutdown(self) -> None:
+        # FIXME rethrow compatible exceptions should we ever use this
+        self.connection.shutdown()
+
+    def close(self) -> None:
+        self._closed = True
+        if self._io_refs <= 0:
+            self._real_close()
+
+    def _real_close(self) -> None:
+        try:
+            return self.connection.close()  # type: ignore[no-any-return]
+        except OpenSSL.SSL.Error:
+            return
+
+    def getpeercert(
+        self, binary_form: bool = False
+    ) -> dict[str, list[typing.Any]] | None:
+        x509 = self.connection.get_peer_certificate()
+
+        if not x509:
+            return x509  # type: ignore[no-any-return]
+
+        if binary_form:
+            return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)  # type: ignore[no-any-return]
+
+        return {
+            "subject": ((("commonName", x509.get_subject().CN),),),  # type: ignore[dict-item]
+            "subjectAltName": get_subj_alt_name(x509),
+        }
+
+    def version(self) -> str:
+        return self.connection.get_protocol_version_name()  # type: ignore[no-any-return]
+
+
+WrappedSocket.makefile = socket_cls.makefile  # type: ignore[attr-defined]
+
+
+class PyOpenSSLContext:
+    """
+    I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
+    for translating the interface of the standard library ``SSLContext`` object
+    to calls into PyOpenSSL.
+    """
+
+    def __init__(self, protocol: int) -> None:
+        self.protocol = _openssl_versions[protocol]
+        self._ctx = OpenSSL.SSL.Context(self.protocol)
+        self._options = 0
+        self.check_hostname = False
+        self._minimum_version: int = ssl.TLSVersion.MINIMUM_SUPPORTED
+        self._maximum_version: int = ssl.TLSVersion.MAXIMUM_SUPPORTED
+
+    @property
+    def options(self) -> int:
+        return self._options
+
+    @options.setter
+    def options(self, value: int) -> None:
+        self._options = value
+        self._set_ctx_options()
+
+    @property
+    def verify_mode(self) -> int:
+        return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
+
+    @verify_mode.setter
+    def verify_mode(self, value: ssl.VerifyMode) -> None:
+        self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
+
+    def set_default_verify_paths(self) -> None:
+        self._ctx.set_default_verify_paths()
+
+    def set_ciphers(self, ciphers: bytes | str) -> None:
+        if isinstance(ciphers, str):
+            ciphers = ciphers.encode("utf-8")
+        self._ctx.set_cipher_list(ciphers)
+
+    def load_verify_locations(
+        self,
+        cafile: str | None = None,
+        capath: str | None = None,
+        cadata: bytes | None = None,
+    ) -> None:
+        if cafile is not None:
+            cafile = cafile.encode("utf-8")  # type: ignore[assignment]
+        if capath is not None:
+            capath = capath.encode("utf-8")  # type: ignore[assignment]
+        try:
+            self._ctx.load_verify_locations(cafile, capath)
+            if cadata is not None:
+                self._ctx.load_verify_locations(BytesIO(cadata))
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"unable to load trusted certificates: {e!r}") from e
+
+    def load_cert_chain(
+        self,
+        certfile: str,
+        keyfile: str | None = None,
+        password: str | None = None,
+    ) -> None:
+        try:
+            self._ctx.use_certificate_chain_file(certfile)
+            if password is not None:
+                if not isinstance(password, bytes):
+                    password = password.encode("utf-8")  # type: ignore[assignment]
+                self._ctx.set_passwd_cb(lambda *_: password)
+            self._ctx.use_privatekey_file(keyfile or certfile)
+        except OpenSSL.SSL.Error as e:
+            raise ssl.SSLError(f"Unable to load certificate chain: {e!r}") from e
+
+    def set_alpn_protocols(self, protocols: list[bytes | str]) -> None:
+        protocols = [util.util.to_bytes(p, "ascii") for p in protocols]
+        return self._ctx.set_alpn_protos(protocols)  # type: ignore[no-any-return]
+
+    def wrap_socket(
+        self,
+        sock: socket_cls,
+        server_side: bool = False,
+        do_handshake_on_connect: bool = True,
+        suppress_ragged_eofs: bool = True,
+        server_hostname: bytes | str | None = None,
+    ) -> WrappedSocket:
+        cnx = OpenSSL.SSL.Connection(self._ctx, sock)
+
+        # If server_hostname is an IP, don't use it for SNI, per RFC6066 Section 3
+        if server_hostname and not util.ssl_.is_ipaddress(server_hostname):
+            if isinstance(server_hostname, str):
+                server_hostname = server_hostname.encode("utf-8")
+            cnx.set_tlsext_host_name(server_hostname)
+
+        cnx.set_connect_state()
+
+        while True:
+            try:
+                cnx.do_handshake()
+            except OpenSSL.SSL.WantReadError as e:
+                if not util.wait_for_read(sock, sock.gettimeout()):
+                    raise timeout("select timed out") from e
+                continue
+            except OpenSSL.SSL.Error as e:
+                raise ssl.SSLError(f"bad handshake: {e!r}") from e
+            break
+
+        return WrappedSocket(cnx, sock)
+
+    def _set_ctx_options(self) -> None:
+        self._ctx.set_options(
+            self._options
+            | _openssl_to_ssl_minimum_version[self._minimum_version]
+            | _openssl_to_ssl_maximum_version[self._maximum_version]
+        )
+
+    @property
+    def minimum_version(self) -> int:
+        return self._minimum_version
+
+    @minimum_version.setter
+    def minimum_version(self, minimum_version: int) -> None:
+        self._minimum_version = minimum_version
+        self._set_ctx_options()
+
+    @property
+    def maximum_version(self) -> int:
+        return self._maximum_version
+
+    @maximum_version.setter
+    def maximum_version(self, maximum_version: int) -> None:
+        self._maximum_version = maximum_version
+        self._set_ctx_options()
+
+
+def _verify_callback(
+    cnx: OpenSSL.SSL.Connection,
+    x509: X509,
+    err_no: int,
+    err_depth: int,
+    return_code: int,
+) -> bool:
+    return err_no == 0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
new file mode 100644
index 000000000..c62b5e033
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
@@ -0,0 +1,228 @@
+"""
+This module contains provisional support for SOCKS proxies from within
+urllib3. This module supports SOCKS4, SOCKS4A (an extension of SOCKS4), and
+SOCKS5. To enable its functionality, either install PySocks or install this
+module with the ``socks`` extra.
+
+The SOCKS implementation supports the full range of urllib3 features. It also
+supports the following SOCKS features:
+
+- SOCKS4A (``proxy_url='socks4a://...``)
+- SOCKS4 (``proxy_url='socks4://...``)
+- SOCKS5 with remote DNS (``proxy_url='socks5h://...``)
+- SOCKS5 with local DNS (``proxy_url='socks5://...``)
+- Usernames and passwords for the SOCKS proxy
+
+.. note::
+   It is recommended to use ``socks5h://`` or ``socks4a://`` schemes in
+   your ``proxy_url`` to ensure that DNS resolution is done from the remote
+   server instead of client-side when connecting to a domain name.
+
+SOCKS4 supports IPv4 and domain names with the SOCKS4A extension. SOCKS5
+supports IPv4, IPv6, and domain names.
+
+When connecting to a SOCKS4 proxy the ``username`` portion of the ``proxy_url``
+will be sent as the ``userid`` section of the SOCKS request:
+
+.. code-block:: python
+
+    proxy_url="socks4a://<userid>@proxy-host"
+
+When connecting to a SOCKS5 proxy the ``username`` and ``password`` portion
+of the ``proxy_url`` will be sent as the username/password to authenticate
+with the proxy:
+
+.. code-block:: python
+
+    proxy_url="socks5h://<username>:<password>@proxy-host"
+
+"""
+
+from __future__ import annotations
+
+try:
+    import socks  # type: ignore[import-not-found]
+except ImportError:
+    import warnings
+
+    from ..exceptions import DependencyWarning
+
+    warnings.warn(
+        (
+            "SOCKS support in urllib3 requires the installation of optional "
+            "dependencies: specifically, PySocks.  For more information, see "
+            "https://urllib3.readthedocs.io/en/latest/advanced-usage.html#socks-proxies"
+        ),
+        DependencyWarning,
+    )
+    raise
+
+import typing
+from socket import timeout as SocketTimeout
+
+from ..connection import HTTPConnection, HTTPSConnection
+from ..connectionpool import HTTPConnectionPool, HTTPSConnectionPool
+from ..exceptions import ConnectTimeoutError, NewConnectionError
+from ..poolmanager import PoolManager
+from ..util.url import parse_url
+
+try:
+    import ssl
+except ImportError:
+    ssl = None  # type: ignore[assignment]
+
+
+class _TYPE_SOCKS_OPTIONS(typing.TypedDict):
+    socks_version: int
+    proxy_host: str | None
+    proxy_port: str | None
+    username: str | None
+    password: str | None
+    rdns: bool
+
+
+class SOCKSConnection(HTTPConnection):
+    """
+    A plain-text HTTP connection that connects via a SOCKS proxy.
+    """
+
+    def __init__(
+        self,
+        _socks_options: _TYPE_SOCKS_OPTIONS,
+        *args: typing.Any,
+        **kwargs: typing.Any,
+    ) -> None:
+        self._socks_options = _socks_options
+        super().__init__(*args, **kwargs)
+
+    def _new_conn(self) -> socks.socksocket:
+        """
+        Establish a new connection via the SOCKS proxy.
+        """
+        extra_kw: dict[str, typing.Any] = {}
+        if self.source_address:
+            extra_kw["source_address"] = self.source_address
+
+        if self.socket_options:
+            extra_kw["socket_options"] = self.socket_options
+
+        try:
+            conn = socks.create_connection(
+                (self.host, self.port),
+                proxy_type=self._socks_options["socks_version"],
+                proxy_addr=self._socks_options["proxy_host"],
+                proxy_port=self._socks_options["proxy_port"],
+                proxy_username=self._socks_options["username"],
+                proxy_password=self._socks_options["password"],
+                proxy_rdns=self._socks_options["rdns"],
+                timeout=self.timeout,
+                **extra_kw,
+            )
+
+        except SocketTimeout as e:
+            raise ConnectTimeoutError(
+                self,
+                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+            ) from e
+
+        except socks.ProxyError as e:
+            # This is fragile as hell, but it seems to be the only way to raise
+            # useful errors here.
+            if e.socket_err:
+                error = e.socket_err
+                if isinstance(error, SocketTimeout):
+                    raise ConnectTimeoutError(
+                        self,
+                        f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
+                    ) from e
+                else:
+                    # Adding `from e` messes with coverage somehow, so it's omitted.
+                    # See #2386.
+                    raise NewConnectionError(
+                        self, f"Failed to establish a new connection: {error}"
+                    )
+            else:
+                raise NewConnectionError(
+                    self, f"Failed to establish a new connection: {e}"
+                ) from e
+
+        except OSError as e:  # Defensive: PySocks should catch all these.
+            raise NewConnectionError(
+                self, f"Failed to establish a new connection: {e}"
+            ) from e
+
+        return conn
+
+
+# We don't need to duplicate the Verified/Unverified distinction from
+# urllib3/connection.py here because the HTTPSConnection will already have been
+# correctly set to either the Verified or Unverified form by that module. This
+# means the SOCKSHTTPSConnection will automatically be the correct type.
+class SOCKSHTTPSConnection(SOCKSConnection, HTTPSConnection):
+    pass
+
+
+class SOCKSHTTPConnectionPool(HTTPConnectionPool):
+    ConnectionCls = SOCKSConnection
+
+
+class SOCKSHTTPSConnectionPool(HTTPSConnectionPool):
+    ConnectionCls = SOCKSHTTPSConnection
+
+
+class SOCKSProxyManager(PoolManager):
+    """
+    A version of the urllib3 ProxyManager that routes connections via the
+    defined SOCKS proxy.
+    """
+
+    pool_classes_by_scheme = {
+        "http": SOCKSHTTPConnectionPool,
+        "https": SOCKSHTTPSConnectionPool,
+    }
+
+    def __init__(
+        self,
+        proxy_url: str,
+        username: str | None = None,
+        password: str | None = None,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        **connection_pool_kw: typing.Any,
+    ):
+        parsed = parse_url(proxy_url)
+
+        if username is None and password is None and parsed.auth is not None:
+            split = parsed.auth.split(":")
+            if len(split) == 2:
+                username, password = split
+        if parsed.scheme == "socks5":
+            socks_version = socks.PROXY_TYPE_SOCKS5
+            rdns = False
+        elif parsed.scheme == "socks5h":
+            socks_version = socks.PROXY_TYPE_SOCKS5
+            rdns = True
+        elif parsed.scheme == "socks4":
+            socks_version = socks.PROXY_TYPE_SOCKS4
+            rdns = False
+        elif parsed.scheme == "socks4a":
+            socks_version = socks.PROXY_TYPE_SOCKS4
+            rdns = True
+        else:
+            raise ValueError(f"Unable to determine SOCKS version from {proxy_url}")
+
+        self.proxy_url = proxy_url
+
+        socks_options = {
+            "socks_version": socks_version,
+            "proxy_host": parsed.host,
+            "proxy_port": parsed.port,
+            "username": username,
+            "password": password,
+            "rdns": rdns,
+        }
+        connection_pool_kw["_socks_options"] = socks_options
+
+        super().__init__(num_pools, headers, **connection_pool_kw)
+
+        self.pool_classes_by_scheme = SOCKSProxyManager.pool_classes_by_scheme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
new file mode 100644
index 000000000..b0792f00f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
@@ -0,0 +1,321 @@
+from __future__ import annotations
+
+import socket
+import typing
+import warnings
+from email.errors import MessageDefect
+from http.client import IncompleteRead as httplib_IncompleteRead
+
+if typing.TYPE_CHECKING:
+    from .connection import HTTPConnection
+    from .connectionpool import ConnectionPool
+    from .response import HTTPResponse
+    from .util.retry import Retry
+
+# Base Exceptions
+
+
+class HTTPError(Exception):
+    """Base exception used by this module."""
+
+
+class HTTPWarning(Warning):
+    """Base warning used by this module."""
+
+
+_TYPE_REDUCE_RESULT = typing.Tuple[
+    typing.Callable[..., object], typing.Tuple[object, ...]
+]
+
+
+class PoolError(HTTPError):
+    """Base exception for errors caused within a pool."""
+
+    def __init__(self, pool: ConnectionPool, message: str) -> None:
+        self.pool = pool
+        super().__init__(f"{pool}: {message}")
+
+    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
+        # For pickling purposes.
+        return self.__class__, (None, None)
+
+
+class RequestError(PoolError):
+    """Base exception for PoolErrors that have associated URLs."""
+
+    def __init__(self, pool: ConnectionPool, url: str, message: str) -> None:
+        self.url = url
+        super().__init__(pool, message)
+
+    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
+        # For pickling purposes.
+        return self.__class__, (None, self.url, None)
+
+
+class SSLError(HTTPError):
+    """Raised when SSL certificate fails in an HTTPS connection."""
+
+
+class ProxyError(HTTPError):
+    """Raised when the connection to a proxy fails."""
+
+    # The original error is also available as __cause__.
+    original_error: Exception
+
+    def __init__(self, message: str, error: Exception) -> None:
+        super().__init__(message, error)
+        self.original_error = error
+
+
+class DecodeError(HTTPError):
+    """Raised when automatic decoding based on Content-Type fails."""
+
+
+class ProtocolError(HTTPError):
+    """Raised when something unexpected happens mid-request/response."""
+
+
+#: Renamed to ProtocolError but aliased for backwards compatibility.
+ConnectionError = ProtocolError
+
+
+# Leaf Exceptions
+
+
+class MaxRetryError(RequestError):
+    """Raised when the maximum number of retries is exceeded.
+
+    :param pool: The connection pool
+    :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool`
+    :param str url: The requested Url
+    :param reason: The underlying error
+    :type reason: :class:`Exception`
+
+    """
+
+    def __init__(
+        self, pool: ConnectionPool, url: str, reason: Exception | None = None
+    ) -> None:
+        self.reason = reason
+
+        message = f"Max retries exceeded with url: {url} (Caused by {reason!r})"
+
+        super().__init__(pool, url, message)
+
+
+class HostChangedError(RequestError):
+    """Raised when an existing pool gets a request for a foreign host."""
+
+    def __init__(
+        self, pool: ConnectionPool, url: str, retries: Retry | int = 3
+    ) -> None:
+        message = f"Tried to open a foreign host with url: {url}"
+        super().__init__(pool, url, message)
+        self.retries = retries
+
+
+class TimeoutStateError(HTTPError):
+    """Raised when passing an invalid state to a timeout"""
+
+
+class TimeoutError(HTTPError):
+    """Raised when a socket timeout error occurs.
+
+    Catching this error will catch both :exc:`ReadTimeoutErrors
+    <ReadTimeoutError>` and :exc:`ConnectTimeoutErrors <ConnectTimeoutError>`.
+    """
+
+
+class ReadTimeoutError(TimeoutError, RequestError):
+    """Raised when a socket timeout occurs while receiving data from a server"""
+
+
+# This timeout error does not have a URL attached and needs to inherit from the
+# base HTTPError
+class ConnectTimeoutError(TimeoutError):
+    """Raised when a socket timeout occurs while connecting to a server"""
+
+
+class NewConnectionError(ConnectTimeoutError, HTTPError):
+    """Raised when we fail to establish a new connection. Usually ECONNREFUSED."""
+
+    def __init__(self, conn: HTTPConnection, message: str) -> None:
+        self.conn = conn
+        super().__init__(f"{conn}: {message}")
+
+    @property
+    def pool(self) -> HTTPConnection:
+        warnings.warn(
+            "The 'pool' property is deprecated and will be removed "
+            "in urllib3 v2.1.0. Use 'conn' instead.",
+            DeprecationWarning,
+            stacklevel=2,
+        )
+
+        return self.conn
+
+
+class NameResolutionError(NewConnectionError):
+    """Raised when host name resolution fails."""
+
+    def __init__(self, host: str, conn: HTTPConnection, reason: socket.gaierror):
+        message = f"Failed to resolve '{host}' ({reason})"
+        super().__init__(conn, message)
+
+
+class EmptyPoolError(PoolError):
+    """Raised when a pool runs out of connections and no more are allowed."""
+
+
+class FullPoolError(PoolError):
+    """Raised when we try to add a connection to a full pool in blocking mode."""
+
+
+class ClosedPoolError(PoolError):
+    """Raised when a request enters a pool after the pool has been closed."""
+
+
+class LocationValueError(ValueError, HTTPError):
+    """Raised when there is something wrong with a given URL input."""
+
+
+class LocationParseError(LocationValueError):
+    """Raised when get_host or similar fails to parse the URL input."""
+
+    def __init__(self, location: str) -> None:
+        message = f"Failed to parse: {location}"
+        super().__init__(message)
+
+        self.location = location
+
+
+class URLSchemeUnknown(LocationValueError):
+    """Raised when a URL input has an unsupported scheme."""
+
+    def __init__(self, scheme: str):
+        message = f"Not supported URL scheme {scheme}"
+        super().__init__(message)
+
+        self.scheme = scheme
+
+
+class ResponseError(HTTPError):
+    """Used as a container for an error reason supplied in a MaxRetryError."""
+
+    GENERIC_ERROR = "too many error responses"
+    SPECIFIC_ERROR = "too many {status_code} error responses"
+
+
+class SecurityWarning(HTTPWarning):
+    """Warned when performing security reducing actions"""
+
+
+class InsecureRequestWarning(SecurityWarning):
+    """Warned when making an unverified HTTPS request."""
+
+
+class NotOpenSSLWarning(SecurityWarning):
+    """Warned when using unsupported SSL library"""
+
+
+class SystemTimeWarning(SecurityWarning):
+    """Warned when system time is suspected to be wrong"""
+
+
+class InsecurePlatformWarning(SecurityWarning):
+    """Warned when certain TLS/SSL configuration is not available on a platform."""
+
+
+class DependencyWarning(HTTPWarning):
+    """
+    Warned when an attempt is made to import a module with missing optional
+    dependencies.
+    """
+
+
+class ResponseNotChunked(ProtocolError, ValueError):
+    """Response needs to be chunked in order to read it as chunks."""
+
+
+class BodyNotHttplibCompatible(HTTPError):
+    """
+    Body should be :class:`http.client.HTTPResponse` like
+    (have an fp attribute which returns raw chunks) for read_chunked().
+    """
+
+
+class IncompleteRead(HTTPError, httplib_IncompleteRead):
+    """
+    Response length doesn't match expected Content-Length
+
+    Subclass of :class:`http.client.IncompleteRead` to allow int value
+    for ``partial`` to avoid creating large objects on streamed reads.
+    """
+
+    partial: int  # type: ignore[assignment]
+    expected: int
+
+    def __init__(self, partial: int, expected: int) -> None:
+        self.partial = partial
+        self.expected = expected
+
+    def __repr__(self) -> str:
+        return "IncompleteRead(%i bytes read, %i more expected)" % (
+            self.partial,
+            self.expected,
+        )
+
+
+class InvalidChunkLength(HTTPError, httplib_IncompleteRead):
+    """Invalid chunk length in a chunked response."""
+
+    def __init__(self, response: HTTPResponse, length: bytes) -> None:
+        self.partial: int = response.tell()  # type: ignore[assignment]
+        self.expected: int | None = response.length_remaining
+        self.response = response
+        self.length = length
+
+    def __repr__(self) -> str:
+        return "InvalidChunkLength(got length %r, %i bytes read)" % (
+            self.length,
+            self.partial,
+        )
+
+
+class InvalidHeader(HTTPError):
+    """The header provided was somehow invalid."""
+
+
+class ProxySchemeUnknown(AssertionError, URLSchemeUnknown):
+    """ProxyManager does not support the supplied scheme"""
+
+    # TODO(t-8ch): Stop inheriting from AssertionError in v2.0.
+
+    def __init__(self, scheme: str | None) -> None:
+        # 'localhost' is here because our URL parser parses
+        # localhost:8080 -> scheme=localhost, remove if we fix this.
+        if scheme == "localhost":
+            scheme = None
+        if scheme is None:
+            message = "Proxy URL had no scheme, should start with http:// or https://"
+        else:
+            message = f"Proxy URL had unsupported scheme {scheme}, should use http:// or https://"
+        super().__init__(message)
+
+
+class ProxySchemeUnsupported(ValueError):
+    """Fetching HTTPS resources through HTTPS proxies is unsupported"""
+
+
+class HeaderParsingError(HTTPError):
+    """Raised by assert_header_parsing, but we convert it to a log.warning statement."""
+
+    def __init__(
+        self, defects: list[MessageDefect], unparsed_data: bytes | str | None
+    ) -> None:
+        message = f"{defects or 'Unknown'}, unparsed data: {unparsed_data!r}"
+        super().__init__(message)
+
+
+class UnrewindableBodyError(HTTPError):
+    """urllib3 encountered an error when trying to rewind a body"""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
new file mode 100644
index 000000000..3e258a5d8
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
@@ -0,0 +1,341 @@
+from __future__ import annotations
+
+import email.utils
+import mimetypes
+import typing
+
+_TYPE_FIELD_VALUE = typing.Union[str, bytes]
+_TYPE_FIELD_VALUE_TUPLE = typing.Union[
+    _TYPE_FIELD_VALUE,
+    typing.Tuple[str, _TYPE_FIELD_VALUE],
+    typing.Tuple[str, _TYPE_FIELD_VALUE, str],
+]
+
+
+def guess_content_type(
+    filename: str | None, default: str = "application/octet-stream"
+) -> str:
+    """
+    Guess the "Content-Type" of a file.
+
+    :param filename:
+        The filename to guess the "Content-Type" of using :mod:`mimetypes`.
+    :param default:
+        If no "Content-Type" can be guessed, default to `default`.
+    """
+    if filename:
+        return mimetypes.guess_type(filename)[0] or default
+    return default
+
+
+def format_header_param_rfc2231(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    Helper function to format and quote a single header parameter using the
+    strategy defined in RFC 2231.
+
+    Particularly useful for header parameters which might contain
+    non-ASCII values, like file names. This follows
+    `RFC 2388 Section 4.4 <https://tools.ietf.org/html/rfc2388#section-4.4>`_.
+
+    :param name:
+        The name of the parameter, a string expected to be ASCII only.
+    :param value:
+        The value of the parameter, provided as ``bytes`` or `str``.
+    :returns:
+        An RFC-2231-formatted unicode string.
+
+    .. deprecated:: 2.0.0
+        Will be removed in urllib3 v2.1.0. This is not valid for
+        ``multipart/form-data`` header parameters.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param_rfc2231' is deprecated and will be "
+        "removed in urllib3 v2.1.0. This is not valid for "
+        "multipart/form-data header parameters.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+
+    if isinstance(value, bytes):
+        value = value.decode("utf-8")
+
+    if not any(ch in value for ch in '"\\\r\n'):
+        result = f'{name}="{value}"'
+        try:
+            result.encode("ascii")
+        except (UnicodeEncodeError, UnicodeDecodeError):
+            pass
+        else:
+            return result
+
+    value = email.utils.encode_rfc2231(value, "utf-8")
+    value = f"{name}*={value}"
+
+    return value
+
+
+def format_multipart_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    Format and quote a single multipart header parameter.
+
+    This follows the `WHATWG HTML Standard`_ as of 2021/06/10, matching
+    the behavior of current browser and curl versions. Values are
+    assumed to be UTF-8. The ``\\n``, ``\\r``, and ``"`` characters are
+    percent encoded.
+
+    .. _WHATWG HTML Standard:
+        https://html.spec.whatwg.org/multipage/
+        form-control-infrastructure.html#multipart-form-data
+
+    :param name:
+        The name of the parameter, an ASCII-only ``str``.
+    :param value:
+        The value of the parameter, a ``str`` or UTF-8 encoded
+        ``bytes``.
+    :returns:
+        A string ``name="value"`` with the escaped value.
+
+    .. versionchanged:: 2.0.0
+        Matches the WHATWG HTML Standard as of 2021/06/10. Control
+        characters are no longer percent encoded.
+
+    .. versionchanged:: 2.0.0
+        Renamed from ``format_header_param_html5`` and
+        ``format_header_param``. The old names will be removed in
+        urllib3 v2.1.0.
+    """
+    if isinstance(value, bytes):
+        value = value.decode("utf-8")
+
+    # percent encode \n \r "
+    value = value.translate({10: "%0A", 13: "%0D", 34: "%22"})
+    return f'{name}="{value}"'
+
+
+def format_header_param_html5(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    .. deprecated:: 2.0.0
+        Renamed to :func:`format_multipart_header_param`. Will be
+        removed in urllib3 v2.1.0.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param_html5' has been renamed to "
+        "'format_multipart_header_param'. The old name will be "
+        "removed in urllib3 v2.1.0.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return format_multipart_header_param(name, value)
+
+
+def format_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
+    """
+    .. deprecated:: 2.0.0
+        Renamed to :func:`format_multipart_header_param`. Will be
+        removed in urllib3 v2.1.0.
+    """
+    import warnings
+
+    warnings.warn(
+        "'format_header_param' has been renamed to "
+        "'format_multipart_header_param'. The old name will be "
+        "removed in urllib3 v2.1.0.",
+        DeprecationWarning,
+        stacklevel=2,
+    )
+    return format_multipart_header_param(name, value)
+
+
+class RequestField:
+    """
+    A data container for request body parameters.
+
+    :param name:
+        The name of this request field. Must be unicode.
+    :param data:
+        The data/value body.
+    :param filename:
+        An optional filename of the request field. Must be unicode.
+    :param headers:
+        An optional dict-like object of headers to initially use for the field.
+
+    .. versionchanged:: 2.0.0
+        The ``header_formatter`` parameter is deprecated and will
+        be removed in urllib3 v2.1.0.
+    """
+
+    def __init__(
+        self,
+        name: str,
+        data: _TYPE_FIELD_VALUE,
+        filename: str | None = None,
+        headers: typing.Mapping[str, str] | None = None,
+        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
+    ):
+        self._name = name
+        self._filename = filename
+        self.data = data
+        self.headers: dict[str, str | None] = {}
+        if headers:
+            self.headers = dict(headers)
+
+        if header_formatter is not None:
+            import warnings
+
+            warnings.warn(
+                "The 'header_formatter' parameter is deprecated and "
+                "will be removed in urllib3 v2.1.0.",
+                DeprecationWarning,
+                stacklevel=2,
+            )
+            self.header_formatter = header_formatter
+        else:
+            self.header_formatter = format_multipart_header_param
+
+    @classmethod
+    def from_tuples(
+        cls,
+        fieldname: str,
+        value: _TYPE_FIELD_VALUE_TUPLE,
+        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
+    ) -> RequestField:
+        """
+        A :class:`~urllib3.fields.RequestField` factory from old-style tuple parameters.
+
+        Supports constructing :class:`~urllib3.fields.RequestField` from
+        parameter of key/value strings AND key/filetuple. A filetuple is a
+        (filename, data, MIME type) tuple where the MIME type is optional.
+        For example::
+
+            'foo': 'bar',
+            'fakefile': ('foofile.txt', 'contents of foofile'),
+            'realfile': ('barfile.txt', open('realfile').read()),
+            'typedfile': ('bazfile.bin', open('bazfile').read(), 'image/jpeg'),
+            'nonamefile': 'contents of nonamefile field',
+
+        Field names and filenames must be unicode.
+        """
+        filename: str | None
+        content_type: str | None
+        data: _TYPE_FIELD_VALUE
+
+        if isinstance(value, tuple):
+            if len(value) == 3:
+                filename, data, content_type = value
+            else:
+                filename, data = value
+                content_type = guess_content_type(filename)
+        else:
+            filename = None
+            content_type = None
+            data = value
+
+        request_param = cls(
+            fieldname, data, filename=filename, header_formatter=header_formatter
+        )
+        request_param.make_multipart(content_type=content_type)
+
+        return request_param
+
+    def _render_part(self, name: str, value: _TYPE_FIELD_VALUE) -> str:
+        """
+        Override this method to change how each multipart header
+        parameter is formatted. By default, this calls
+        :func:`format_multipart_header_param`.
+
+        :param name:
+            The name of the parameter, an ASCII-only ``str``.
+        :param value:
+            The value of the parameter, a ``str`` or UTF-8 encoded
+            ``bytes``.
+
+        :meta public:
+        """
+        return self.header_formatter(name, value)
+
+    def _render_parts(
+        self,
+        header_parts: (
+            dict[str, _TYPE_FIELD_VALUE | None]
+            | typing.Sequence[tuple[str, _TYPE_FIELD_VALUE | None]]
+        ),
+    ) -> str:
+        """
+        Helper function to format and quote a single header.
+
+        Useful for single headers that are composed of multiple items. E.g.,
+        'Content-Disposition' fields.
+
+        :param header_parts:
+            A sequence of (k, v) tuples or a :class:`dict` of (k, v) to format
+            as `k1="v1"; k2="v2"; ...`.
+        """
+        iterable: typing.Iterable[tuple[str, _TYPE_FIELD_VALUE | None]]
+
+        parts = []
+        if isinstance(header_parts, dict):
+            iterable = header_parts.items()
+        else:
+            iterable = header_parts
+
+        for name, value in iterable:
+            if value is not None:
+                parts.append(self._render_part(name, value))
+
+        return "; ".join(parts)
+
+    def render_headers(self) -> str:
+        """
+        Renders the headers for this request field.
+        """
+        lines = []
+
+        sort_keys = ["Content-Disposition", "Content-Type", "Content-Location"]
+        for sort_key in sort_keys:
+            if self.headers.get(sort_key, False):
+                lines.append(f"{sort_key}: {self.headers[sort_key]}")
+
+        for header_name, header_value in self.headers.items():
+            if header_name not in sort_keys:
+                if header_value:
+                    lines.append(f"{header_name}: {header_value}")
+
+        lines.append("\r\n")
+        return "\r\n".join(lines)
+
+    def make_multipart(
+        self,
+        content_disposition: str | None = None,
+        content_type: str | None = None,
+        content_location: str | None = None,
+    ) -> None:
+        """
+        Makes this request field into a multipart request field.
+
+        This method overrides "Content-Disposition", "Content-Type" and
+        "Content-Location" headers to the request parameter.
+
+        :param content_disposition:
+            The 'Content-Disposition' of the request body. Defaults to 'form-data'
+        :param content_type:
+            The 'Content-Type' of the request body.
+        :param content_location:
+            The 'Content-Location' of the request body.
+
+        """
+        content_disposition = (content_disposition or "form-data") + "; ".join(
+            [
+                "",
+                self._render_parts(
+                    (("name", self._name), ("filename", self._filename))
+                ),
+            ]
+        )
+
+        self.headers["Content-Disposition"] = content_disposition
+        self.headers["Content-Type"] = content_type
+        self.headers["Content-Location"] = content_location
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
new file mode 100644
index 000000000..1c90a211f
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
@@ -0,0 +1,89 @@
+from __future__ import annotations
+
+import binascii
+import codecs
+import os
+import typing
+from io import BytesIO
+
+from .fields import _TYPE_FIELD_VALUE_TUPLE, RequestField
+
+writer = codecs.lookup("utf-8")[3]
+
+_TYPE_FIELDS_SEQUENCE = typing.Sequence[
+    typing.Union[typing.Tuple[str, _TYPE_FIELD_VALUE_TUPLE], RequestField]
+]
+_TYPE_FIELDS = typing.Union[
+    _TYPE_FIELDS_SEQUENCE,
+    typing.Mapping[str, _TYPE_FIELD_VALUE_TUPLE],
+]
+
+
+def choose_boundary() -> str:
+    """
+    Our embarrassingly-simple replacement for mimetools.choose_boundary.
+    """
+    return binascii.hexlify(os.urandom(16)).decode()
+
+
+def iter_field_objects(fields: _TYPE_FIELDS) -> typing.Iterable[RequestField]:
+    """
+    Iterate over fields.
+
+    Supports list of (k, v) tuples and dicts, and lists of
+    :class:`~urllib3.fields.RequestField`.
+
+    """
+    iterable: typing.Iterable[RequestField | tuple[str, _TYPE_FIELD_VALUE_TUPLE]]
+
+    if isinstance(fields, typing.Mapping):
+        iterable = fields.items()
+    else:
+        iterable = fields
+
+    for field in iterable:
+        if isinstance(field, RequestField):
+            yield field
+        else:
+            yield RequestField.from_tuples(*field)
+
+
+def encode_multipart_formdata(
+    fields: _TYPE_FIELDS, boundary: str | None = None
+) -> tuple[bytes, str]:
+    """
+    Encode a dictionary of ``fields`` using the multipart/form-data MIME format.
+
+    :param fields:
+        Dictionary of fields or list of (key, :class:`~urllib3.fields.RequestField`).
+        Values are processed by :func:`urllib3.fields.RequestField.from_tuples`.
+
+    :param boundary:
+        If not specified, then a random boundary will be generated using
+        :func:`urllib3.filepost.choose_boundary`.
+    """
+    body = BytesIO()
+    if boundary is None:
+        boundary = choose_boundary()
+
+    for field in iter_field_objects(fields):
+        body.write(f"--{boundary}\r\n".encode("latin-1"))
+
+        writer(body).write(field.render_headers())
+        data = field.data
+
+        if isinstance(data, int):
+            data = str(data)  # Backwards compatibility
+
+        if isinstance(data, str):
+            writer(body).write(data)
+        else:
+            body.write(data)
+
+        body.write(b"\r\n")
+
+    body.write(f"--{boundary}--\r\n".encode("latin-1"))
+
+    content_type = f"multipart/form-data; boundary={boundary}"
+
+    return body.getvalue(), content_type
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
new file mode 100644
index 000000000..ceb40602d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
@@ -0,0 +1,230 @@
+from __future__ import annotations
+
+import threading
+import types
+import typing
+
+import h2.config  # type: ignore[import-untyped]
+import h2.connection  # type: ignore[import-untyped]
+import h2.events  # type: ignore[import-untyped]
+
+import urllib3.connection
+import urllib3.util.ssl_
+from urllib3.response import BaseHTTPResponse
+
+from ._collections import HTTPHeaderDict
+from .connection import HTTPSConnection
+from .connectionpool import HTTPSConnectionPool
+
+orig_HTTPSConnection = HTTPSConnection
+
+T = typing.TypeVar("T")
+
+
+class _LockedObject(typing.Generic[T]):
+    """
+    A wrapper class that hides a specific object behind a lock.
+
+    The goal here is to provide a simple way to protect access to an object
+    that cannot safely be simultaneously accessed from multiple threads. The
+    intended use of this class is simple: take hold of it with a context
+    manager, which returns the protected object.
+    """
+
+    def __init__(self, obj: T):
+        self.lock = threading.RLock()
+        self._obj = obj
+
+    def __enter__(self) -> T:
+        self.lock.acquire()
+        return self._obj
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: types.TracebackType | None,
+    ) -> None:
+        self.lock.release()
+
+
+class HTTP2Connection(HTTPSConnection):
+    def __init__(
+        self, host: str, port: int | None = None, **kwargs: typing.Any
+    ) -> None:
+        self._h2_conn = self._new_h2_conn()
+        self._h2_stream: int | None = None
+        self._h2_headers: list[tuple[bytes, bytes]] = []
+
+        if "proxy" in kwargs or "proxy_config" in kwargs:  # Defensive:
+            raise NotImplementedError("Proxies aren't supported with HTTP/2")
+
+        super().__init__(host, port, **kwargs)
+
+    def _new_h2_conn(self) -> _LockedObject[h2.connection.H2Connection]:
+        config = h2.config.H2Configuration(client_side=True)
+        return _LockedObject(h2.connection.H2Connection(config=config))
+
+    def connect(self) -> None:
+        super().connect()
+
+        with self._h2_conn as h2_conn:
+            h2_conn.initiate_connection()
+            self.sock.sendall(h2_conn.data_to_send())
+
+    def putrequest(
+        self,
+        method: str,
+        url: str,
+        skip_host: bool = False,
+        skip_accept_encoding: bool = False,
+    ) -> None:
+        with self._h2_conn as h2_conn:
+            self._request_url = url
+            self._h2_stream = h2_conn.get_next_available_stream_id()
+
+            if ":" in self.host:
+                authority = f"[{self.host}]:{self.port or 443}"
+            else:
+                authority = f"{self.host}:{self.port or 443}"
+
+            self._h2_headers.extend(
+                (
+                    (b":scheme", b"https"),
+                    (b":method", method.encode()),
+                    (b":authority", authority.encode()),
+                    (b":path", url.encode()),
+                )
+            )
+
+    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
+        for value in values:
+            self._h2_headers.append(
+                (header.encode("utf-8").lower(), value.encode("utf-8"))
+            )
+
+    def endheaders(self) -> None:  # type: ignore[override]
+        with self._h2_conn as h2_conn:
+            h2_conn.send_headers(
+                stream_id=self._h2_stream,
+                headers=self._h2_headers,
+                end_stream=True,
+            )
+            if data_to_send := h2_conn.data_to_send():
+                self.sock.sendall(data_to_send)
+
+    def send(self, data: bytes) -> None:  # type: ignore[override]  # Defensive:
+        if not data:
+            return
+        raise NotImplementedError("Sending data isn't supported yet")
+
+    def getresponse(  # type: ignore[override]
+        self,
+    ) -> HTTP2Response:
+        status = None
+        data = bytearray()
+        with self._h2_conn as h2_conn:
+            end_stream = False
+            while not end_stream:
+                # TODO: Arbitrary read value.
+                if received_data := self.sock.recv(65535):
+                    events = h2_conn.receive_data(received_data)
+                    for event in events:
+                        if isinstance(event, h2.events.ResponseReceived):
+                            headers = HTTPHeaderDict()
+                            for header, value in event.headers:
+                                if header == b":status":
+                                    status = int(value.decode())
+                                else:
+                                    headers.add(
+                                        header.decode("ascii"), value.decode("ascii")
+                                    )
+
+                        elif isinstance(event, h2.events.DataReceived):
+                            data += event.data
+                            h2_conn.acknowledge_received_data(
+                                event.flow_controlled_length, event.stream_id
+                            )
+
+                        elif isinstance(event, h2.events.StreamEnded):
+                            end_stream = True
+
+                if data_to_send := h2_conn.data_to_send():
+                    self.sock.sendall(data_to_send)
+
+        # We always close to not have to handle connection management.
+        self.close()
+
+        assert status is not None
+        return HTTP2Response(
+            status=status,
+            headers=headers,
+            request_url=self._request_url,
+            data=bytes(data),
+        )
+
+    def close(self) -> None:
+        with self._h2_conn as h2_conn:
+            try:
+                h2_conn.close_connection()
+                if data := h2_conn.data_to_send():
+                    self.sock.sendall(data)
+            except Exception:
+                pass
+
+        # Reset all our HTTP/2 connection state.
+        self._h2_conn = self._new_h2_conn()
+        self._h2_stream = None
+        self._h2_headers = []
+
+        super().close()
+
+
+class HTTP2Response(BaseHTTPResponse):
+    # TODO: This is a woefully incomplete response object, but works for non-streaming.
+    def __init__(
+        self,
+        status: int,
+        headers: HTTPHeaderDict,
+        request_url: str,
+        data: bytes,
+        decode_content: bool = False,  # TODO: support decoding
+    ) -> None:
+        super().__init__(
+            status=status,
+            headers=headers,
+            # Following CPython, we map HTTP versions to major * 10 + minor integers
+            version=20,
+            version_string="HTTP/2",
+            # No reason phrase in HTTP/2
+            reason=None,
+            decode_content=decode_content,
+            request_url=request_url,
+        )
+        self._data = data
+        self.length_remaining = 0
+
+    @property
+    def data(self) -> bytes:
+        return self._data
+
+    def get_redirect_location(self) -> None:
+        return None
+
+    def close(self) -> None:
+        pass
+
+
+def inject_into_urllib3() -> None:
+    HTTPSConnectionPool.ConnectionCls = HTTP2Connection
+    urllib3.connection.HTTPSConnection = HTTP2Connection  # type: ignore[misc]
+
+    # TODO: Offer 'http/1.1' as well, but for testing purposes this is handy.
+    urllib3.util.ssl_.ALPN_PROTOCOLS = ["h2"]
+
+
+def extract_from_urllib3() -> None:
+    HTTPSConnectionPool.ConnectionCls = orig_HTTPSConnection
+    urllib3.connection.HTTPSConnection = orig_HTTPSConnection  # type: ignore[misc]
+
+    urllib3.util.ssl_.ALPN_PROTOCOLS = ["http/1.1"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
new file mode 100644
index 000000000..085d1dbaf
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
@@ -0,0 +1,637 @@
+from __future__ import annotations
+
+import functools
+import logging
+import typing
+import warnings
+from types import TracebackType
+from urllib.parse import urljoin
+
+from ._collections import HTTPHeaderDict, RecentlyUsedContainer
+from ._request_methods import RequestMethods
+from .connection import ProxyConfig
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, port_by_scheme
+from .exceptions import (
+    LocationValueError,
+    MaxRetryError,
+    ProxySchemeUnknown,
+    URLSchemeUnknown,
+)
+from .response import BaseHTTPResponse
+from .util.connection import _TYPE_SOCKET_OPTIONS
+from .util.proxy import connection_requires_http_tunnel
+from .util.retry import Retry
+from .util.timeout import Timeout
+from .util.url import Url, parse_url
+
+if typing.TYPE_CHECKING:
+    import ssl
+
+    from typing_extensions import Self
+
+__all__ = ["PoolManager", "ProxyManager", "proxy_from_url"]
+
+
+log = logging.getLogger(__name__)
+
+SSL_KEYWORDS = (
+    "key_file",
+    "cert_file",
+    "cert_reqs",
+    "ca_certs",
+    "ca_cert_data",
+    "ssl_version",
+    "ssl_minimum_version",
+    "ssl_maximum_version",
+    "ca_cert_dir",
+    "ssl_context",
+    "key_password",
+    "server_hostname",
+)
+# Default value for `blocksize` - a new parameter introduced to
+# http.client.HTTPConnection & http.client.HTTPSConnection in Python 3.7
+_DEFAULT_BLOCKSIZE = 16384
+
+
+class PoolKey(typing.NamedTuple):
+    """
+    All known keyword arguments that could be provided to the pool manager, its
+    pools, or the underlying connections.
+
+    All custom key schemes should include the fields in this key at a minimum.
+    """
+
+    key_scheme: str
+    key_host: str
+    key_port: int | None
+    key_timeout: Timeout | float | int | None
+    key_retries: Retry | bool | int | None
+    key_block: bool | None
+    key_source_address: tuple[str, int] | None
+    key_key_file: str | None
+    key_key_password: str | None
+    key_cert_file: str | None
+    key_cert_reqs: str | None
+    key_ca_certs: str | None
+    key_ca_cert_data: str | bytes | None
+    key_ssl_version: int | str | None
+    key_ssl_minimum_version: ssl.TLSVersion | None
+    key_ssl_maximum_version: ssl.TLSVersion | None
+    key_ca_cert_dir: str | None
+    key_ssl_context: ssl.SSLContext | None
+    key_maxsize: int | None
+    key_headers: frozenset[tuple[str, str]] | None
+    key__proxy: Url | None
+    key__proxy_headers: frozenset[tuple[str, str]] | None
+    key__proxy_config: ProxyConfig | None
+    key_socket_options: _TYPE_SOCKET_OPTIONS | None
+    key__socks_options: frozenset[tuple[str, str]] | None
+    key_assert_hostname: bool | str | None
+    key_assert_fingerprint: str | None
+    key_server_hostname: str | None
+    key_blocksize: int | None
+
+
+def _default_key_normalizer(
+    key_class: type[PoolKey], request_context: dict[str, typing.Any]
+) -> PoolKey:
+    """
+    Create a pool key out of a request context dictionary.
+
+    According to RFC 3986, both the scheme and host are case-insensitive.
+    Therefore, this function normalizes both before constructing the pool
+    key for an HTTPS request. If you wish to change this behaviour, provide
+    alternate callables to ``key_fn_by_scheme``.
+
+    :param key_class:
+        The class to use when constructing the key. This should be a namedtuple
+        with the ``scheme`` and ``host`` keys at a minimum.
+    :type  key_class: namedtuple
+    :param request_context:
+        A dictionary-like object that contain the context for a request.
+    :type  request_context: dict
+
+    :return: A namedtuple that can be used as a connection pool key.
+    :rtype:  PoolKey
+    """
+    # Since we mutate the dictionary, make a copy first
+    context = request_context.copy()
+    context["scheme"] = context["scheme"].lower()
+    context["host"] = context["host"].lower()
+
+    # These are both dictionaries and need to be transformed into frozensets
+    for key in ("headers", "_proxy_headers", "_socks_options"):
+        if key in context and context[key] is not None:
+            context[key] = frozenset(context[key].items())
+
+    # The socket_options key may be a list and needs to be transformed into a
+    # tuple.
+    socket_opts = context.get("socket_options")
+    if socket_opts is not None:
+        context["socket_options"] = tuple(socket_opts)
+
+    # Map the kwargs to the names in the namedtuple - this is necessary since
+    # namedtuples can't have fields starting with '_'.
+    for key in list(context.keys()):
+        context["key_" + key] = context.pop(key)
+
+    # Default to ``None`` for keys missing from the context
+    for field in key_class._fields:
+        if field not in context:
+            context[field] = None
+
+    # Default key_blocksize to _DEFAULT_BLOCKSIZE if missing from the context
+    if context.get("key_blocksize") is None:
+        context["key_blocksize"] = _DEFAULT_BLOCKSIZE
+
+    return key_class(**context)
+
+
+#: A dictionary that maps a scheme to a callable that creates a pool key.
+#: This can be used to alter the way pool keys are constructed, if desired.
+#: Each PoolManager makes a copy of this dictionary so they can be configured
+#: globally here, or individually on the instance.
+key_fn_by_scheme = {
+    "http": functools.partial(_default_key_normalizer, PoolKey),
+    "https": functools.partial(_default_key_normalizer, PoolKey),
+}
+
+pool_classes_by_scheme = {"http": HTTPConnectionPool, "https": HTTPSConnectionPool}
+
+
+class PoolManager(RequestMethods):
+    """
+    Allows for arbitrary requests while transparently keeping track of
+    necessary connection pools for you.
+
+    :param num_pools:
+        Number of connection pools to cache before discarding the least
+        recently used pool.
+
+    :param headers:
+        Headers to include with all requests, unless other headers are given
+        explicitly.
+
+    :param \\**connection_pool_kw:
+        Additional parameters are used to create fresh
+        :class:`urllib3.connectionpool.ConnectionPool` instances.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        http = urllib3.PoolManager(num_pools=2)
+
+        resp1 = http.request("GET", "https://google.com/")
+        resp2 = http.request("GET", "https://google.com/mail")
+        resp3 = http.request("GET", "https://yahoo.com/")
+
+        print(len(http.pools))
+        # 2
+
+    """
+
+    proxy: Url | None = None
+    proxy_config: ProxyConfig | None = None
+
+    def __init__(
+        self,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        **connection_pool_kw: typing.Any,
+    ) -> None:
+        super().__init__(headers)
+        self.connection_pool_kw = connection_pool_kw
+
+        self.pools: RecentlyUsedContainer[PoolKey, HTTPConnectionPool]
+        self.pools = RecentlyUsedContainer(num_pools)
+
+        # Locally set the pool classes and keys so other PoolManagers can
+        # override them.
+        self.pool_classes_by_scheme = pool_classes_by_scheme
+        self.key_fn_by_scheme = key_fn_by_scheme.copy()
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(
+        self,
+        exc_type: type[BaseException] | None,
+        exc_val: BaseException | None,
+        exc_tb: TracebackType | None,
+    ) -> typing.Literal[False]:
+        self.clear()
+        # Return False to re-raise any potential exceptions
+        return False
+
+    def _new_pool(
+        self,
+        scheme: str,
+        host: str,
+        port: int,
+        request_context: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        """
+        Create a new :class:`urllib3.connectionpool.ConnectionPool` based on host, port, scheme, and
+        any additional pool keyword arguments.
+
+        If ``request_context`` is provided, it is provided as keyword arguments
+        to the pool class used. This method is used to actually create the
+        connection pools handed out by :meth:`connection_from_url` and
+        companion methods. It is intended to be overridden for customization.
+        """
+        pool_cls: type[HTTPConnectionPool] = self.pool_classes_by_scheme[scheme]
+        if request_context is None:
+            request_context = self.connection_pool_kw.copy()
+
+        # Default blocksize to _DEFAULT_BLOCKSIZE if missing or explicitly
+        # set to 'None' in the request_context.
+        if request_context.get("blocksize") is None:
+            request_context["blocksize"] = _DEFAULT_BLOCKSIZE
+
+        # Although the context has everything necessary to create the pool,
+        # this function has historically only used the scheme, host, and port
+        # in the positional args. When an API change is acceptable these can
+        # be removed.
+        for key in ("scheme", "host", "port"):
+            request_context.pop(key, None)
+
+        if scheme == "http":
+            for kw in SSL_KEYWORDS:
+                request_context.pop(kw, None)
+
+        return pool_cls(host, port, **request_context)
+
+    def clear(self) -> None:
+        """
+        Empty our store of pools and direct them all to close.
+
+        This will not affect in-flight connections, but they will not be
+        re-used after completion.
+        """
+        self.pools.clear()
+
+    def connection_from_host(
+        self,
+        host: str | None,
+        port: int | None = None,
+        scheme: str | None = "http",
+        pool_kwargs: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the host, port, and scheme.
+
+        If ``port`` isn't given, it will be derived from the ``scheme`` using
+        ``urllib3.connectionpool.port_by_scheme``. If ``pool_kwargs`` is
+        provided, it is merged with the instance's ``connection_pool_kw``
+        variable and used to create the new connection pool, if one is
+        needed.
+        """
+
+        if not host:
+            raise LocationValueError("No host specified.")
+
+        request_context = self._merge_pool_kwargs(pool_kwargs)
+        request_context["scheme"] = scheme or "http"
+        if not port:
+            port = port_by_scheme.get(request_context["scheme"].lower(), 80)
+        request_context["port"] = port
+        request_context["host"] = host
+
+        return self.connection_from_context(request_context)
+
+    def connection_from_context(
+        self, request_context: dict[str, typing.Any]
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the request context.
+
+        ``request_context`` must at least contain the ``scheme`` key and its
+        value must be a key in ``key_fn_by_scheme`` instance variable.
+        """
+        if "strict" in request_context:
+            warnings.warn(
+                "The 'strict' parameter is no longer needed on Python 3+. "
+                "This will raise an error in urllib3 v2.1.0.",
+                DeprecationWarning,
+            )
+            request_context.pop("strict")
+
+        scheme = request_context["scheme"].lower()
+        pool_key_constructor = self.key_fn_by_scheme.get(scheme)
+        if not pool_key_constructor:
+            raise URLSchemeUnknown(scheme)
+        pool_key = pool_key_constructor(request_context)
+
+        return self.connection_from_pool_key(pool_key, request_context=request_context)
+
+    def connection_from_pool_key(
+        self, pool_key: PoolKey, request_context: dict[str, typing.Any]
+    ) -> HTTPConnectionPool:
+        """
+        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the provided pool key.
+
+        ``pool_key`` should be a namedtuple that only contains immutable
+        objects. At a minimum it must have the ``scheme``, ``host``, and
+        ``port`` fields.
+        """
+        with self.pools.lock:
+            # If the scheme, host, or port doesn't match existing open
+            # connections, open a new ConnectionPool.
+            pool = self.pools.get(pool_key)
+            if pool:
+                return pool
+
+            # Make a fresh ConnectionPool of the desired type
+            scheme = request_context["scheme"]
+            host = request_context["host"]
+            port = request_context["port"]
+            pool = self._new_pool(scheme, host, port, request_context=request_context)
+            self.pools[pool_key] = pool
+
+        return pool
+
+    def connection_from_url(
+        self, url: str, pool_kwargs: dict[str, typing.Any] | None = None
+    ) -> HTTPConnectionPool:
+        """
+        Similar to :func:`urllib3.connectionpool.connection_from_url`.
+
+        If ``pool_kwargs`` is not provided and a new pool needs to be
+        constructed, ``self.connection_pool_kw`` is used to initialize
+        the :class:`urllib3.connectionpool.ConnectionPool`. If ``pool_kwargs``
+        is provided, it is used instead. Note that if a new pool does not
+        need to be created for the request, the provided ``pool_kwargs`` are
+        not used.
+        """
+        u = parse_url(url)
+        return self.connection_from_host(
+            u.host, port=u.port, scheme=u.scheme, pool_kwargs=pool_kwargs
+        )
+
+    def _merge_pool_kwargs(
+        self, override: dict[str, typing.Any] | None
+    ) -> dict[str, typing.Any]:
+        """
+        Merge a dictionary of override values for self.connection_pool_kw.
+
+        This does not modify self.connection_pool_kw and returns a new dict.
+        Any keys in the override dictionary with a value of ``None`` are
+        removed from the merged dictionary.
+        """
+        base_pool_kwargs = self.connection_pool_kw.copy()
+        if override:
+            for key, value in override.items():
+                if value is None:
+                    try:
+                        del base_pool_kwargs[key]
+                    except KeyError:
+                        pass
+                else:
+                    base_pool_kwargs[key] = value
+        return base_pool_kwargs
+
+    def _proxy_requires_url_absolute_form(self, parsed_url: Url) -> bool:
+        """
+        Indicates if the proxy requires the complete destination URL in the
+        request.  Normally this is only needed when not using an HTTP CONNECT
+        tunnel.
+        """
+        if self.proxy is None:
+            return False
+
+        return not connection_requires_http_tunnel(
+            self.proxy, self.proxy_config, parsed_url.scheme
+        )
+
+    def urlopen(  # type: ignore[override]
+        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
+    ) -> BaseHTTPResponse:
+        """
+        Same as :meth:`urllib3.HTTPConnectionPool.urlopen`
+        with custom cross-host redirect logic and only sends the request-uri
+        portion of the ``url``.
+
+        The given ``url`` parameter must be absolute, such that an appropriate
+        :class:`urllib3.connectionpool.ConnectionPool` can be chosen for it.
+        """
+        u = parse_url(url)
+
+        if u.scheme is None:
+            warnings.warn(
+                "URLs without a scheme (ie 'https://') are deprecated and will raise an error "
+                "in a future version of urllib3. To avoid this DeprecationWarning ensure all URLs "
+                "start with 'https://' or 'http://'. Read more in this issue: "
+                "https://github.com/urllib3/urllib3/issues/2920",
+                category=DeprecationWarning,
+                stacklevel=2,
+            )
+
+        conn = self.connection_from_host(u.host, port=u.port, scheme=u.scheme)
+
+        kw["assert_same_host"] = False
+        kw["redirect"] = False
+
+        if "headers" not in kw:
+            kw["headers"] = self.headers
+
+        if self._proxy_requires_url_absolute_form(u):
+            response = conn.urlopen(method, url, **kw)
+        else:
+            response = conn.urlopen(method, u.request_uri, **kw)
+
+        redirect_location = redirect and response.get_redirect_location()
+        if not redirect_location:
+            return response
+
+        # Support relative URLs for redirecting.
+        redirect_location = urljoin(url, redirect_location)
+
+        if response.status == 303:
+            # Change the method according to RFC 9110, Section 15.4.4.
+            method = "GET"
+            # And lose the body not to transfer anything sensitive.
+            kw["body"] = None
+            kw["headers"] = HTTPHeaderDict(kw["headers"])._prepare_for_method_change()
+
+        retries = kw.get("retries")
+        if not isinstance(retries, Retry):
+            retries = Retry.from_int(retries, redirect=redirect)
+
+        # Strip headers marked as unsafe to forward to the redirected location.
+        # Check remove_headers_on_redirect to avoid a potential network call within
+        # conn.is_same_host() which may use socket.gethostbyname() in the future.
+        if retries.remove_headers_on_redirect and not conn.is_same_host(
+            redirect_location
+        ):
+            new_headers = kw["headers"].copy()
+            for header in kw["headers"]:
+                if header.lower() in retries.remove_headers_on_redirect:
+                    new_headers.pop(header, None)
+            kw["headers"] = new_headers
+
+        try:
+            retries = retries.increment(method, url, response=response, _pool=conn)
+        except MaxRetryError:
+            if retries.raise_on_redirect:
+                response.drain_conn()
+                raise
+            return response
+
+        kw["retries"] = retries
+        kw["redirect"] = redirect
+
+        log.info("Redirecting %s -> %s", url, redirect_location)
+
+        response.drain_conn()
+        return self.urlopen(method, redirect_location, **kw)
+
+
+class ProxyManager(PoolManager):
+    """
+    Behaves just like :class:`PoolManager`, but sends all requests through
+    the defined proxy, using the CONNECT method for HTTPS URLs.
+
+    :param proxy_url:
+        The URL of the proxy to be used.
+
+    :param proxy_headers:
+        A dictionary containing headers that will be sent to the proxy. In case
+        of HTTP they are being sent with each request, while in the
+        HTTPS/CONNECT case they are sent only once. Could be used for proxy
+        authentication.
+
+    :param proxy_ssl_context:
+        The proxy SSL context is used to establish the TLS connection to the
+        proxy when using HTTPS proxies.
+
+    :param use_forwarding_for_https:
+        (Defaults to False) If set to True will forward requests to the HTTPS
+        proxy to be made on behalf of the client instead of creating a TLS
+        tunnel via the CONNECT method. **Enabling this flag means that request
+        and response headers and content will be visible from the HTTPS proxy**
+        whereas tunneling keeps request and response headers and content
+        private.  IP address, target hostname, SNI, and port are always visible
+        to an HTTPS proxy even when this flag is disabled.
+
+    :param proxy_assert_hostname:
+        The hostname of the certificate to verify against.
+
+    :param proxy_assert_fingerprint:
+        The fingerprint of the certificate to verify against.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        proxy = urllib3.ProxyManager("https://localhost:3128/")
+
+        resp1 = proxy.request("GET", "https://google.com/")
+        resp2 = proxy.request("GET", "https://httpbin.org/")
+
+        print(len(proxy.pools))
+        # 1
+
+        resp3 = proxy.request("GET", "https://httpbin.org/")
+        resp4 = proxy.request("GET", "https://twitter.com/")
+
+        print(len(proxy.pools))
+        # 3
+
+    """
+
+    def __init__(
+        self,
+        proxy_url: str,
+        num_pools: int = 10,
+        headers: typing.Mapping[str, str] | None = None,
+        proxy_headers: typing.Mapping[str, str] | None = None,
+        proxy_ssl_context: ssl.SSLContext | None = None,
+        use_forwarding_for_https: bool = False,
+        proxy_assert_hostname: None | str | typing.Literal[False] = None,
+        proxy_assert_fingerprint: str | None = None,
+        **connection_pool_kw: typing.Any,
+    ) -> None:
+        if isinstance(proxy_url, HTTPConnectionPool):
+            str_proxy_url = f"{proxy_url.scheme}://{proxy_url.host}:{proxy_url.port}"
+        else:
+            str_proxy_url = proxy_url
+        proxy = parse_url(str_proxy_url)
+
+        if proxy.scheme not in ("http", "https"):
+            raise ProxySchemeUnknown(proxy.scheme)
+
+        if not proxy.port:
+            port = port_by_scheme.get(proxy.scheme, 80)
+            proxy = proxy._replace(port=port)
+
+        self.proxy = proxy
+        self.proxy_headers = proxy_headers or {}
+        self.proxy_ssl_context = proxy_ssl_context
+        self.proxy_config = ProxyConfig(
+            proxy_ssl_context,
+            use_forwarding_for_https,
+            proxy_assert_hostname,
+            proxy_assert_fingerprint,
+        )
+
+        connection_pool_kw["_proxy"] = self.proxy
+        connection_pool_kw["_proxy_headers"] = self.proxy_headers
+        connection_pool_kw["_proxy_config"] = self.proxy_config
+
+        super().__init__(num_pools, headers, **connection_pool_kw)
+
+    def connection_from_host(
+        self,
+        host: str | None,
+        port: int | None = None,
+        scheme: str | None = "http",
+        pool_kwargs: dict[str, typing.Any] | None = None,
+    ) -> HTTPConnectionPool:
+        if scheme == "https":
+            return super().connection_from_host(
+                host, port, scheme, pool_kwargs=pool_kwargs
+            )
+
+        return super().connection_from_host(
+            self.proxy.host, self.proxy.port, self.proxy.scheme, pool_kwargs=pool_kwargs  # type: ignore[union-attr]
+        )
+
+    def _set_proxy_headers(
+        self, url: str, headers: typing.Mapping[str, str] | None = None
+    ) -> typing.Mapping[str, str]:
+        """
+        Sets headers needed by proxies: specifically, the Accept and Host
+        headers. Only sets headers not provided by the user.
+        """
+        headers_ = {"Accept": "*/*"}
+
+        netloc = parse_url(url).netloc
+        if netloc:
+            headers_["Host"] = netloc
+
+        if headers:
+            headers_.update(headers)
+        return headers_
+
+    def urlopen(  # type: ignore[override]
+        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
+    ) -> BaseHTTPResponse:
+        "Same as HTTP(S)ConnectionPool.urlopen, ``url`` must be absolute."
+        u = parse_url(url)
+        if not connection_requires_http_tunnel(self.proxy, self.proxy_config, u.scheme):
+            # For connections using HTTP CONNECT, httplib sets the necessary
+            # headers on the CONNECT to the proxy. If we're not using CONNECT,
+            # we'll definitely need to set 'Host' at the very least.
+            headers = kw.get("headers", self.headers)
+            kw["headers"] = self._set_proxy_headers(url, headers)
+
+        return super().urlopen(method, url, redirect=redirect, **kw)
+
+
+def proxy_from_url(url: str, **kw: typing.Any) -> ProxyManager:
+    return ProxyManager(proxy_url=url, **kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
new file mode 100644
index 000000000..5f3ea3d91
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
@@ -0,0 +1,2 @@
+# Instruct type checkers to look for inline type annotations in this package.
+# See PEP 561.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
new file mode 100644
index 000000000..a0273d65b
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
@@ -0,0 +1,1265 @@
+from __future__ import annotations
+
+import collections
+import io
+import json as _json
+import logging
+import re
+import sys
+import typing
+import warnings
+import zlib
+from contextlib import contextmanager
+from http.client import HTTPMessage as _HttplibHTTPMessage
+from http.client import HTTPResponse as _HttplibHTTPResponse
+from socket import timeout as SocketTimeout
+
+if typing.TYPE_CHECKING:
+    from ._base_connection import BaseHTTPConnection
+
+try:
+    try:
+        import brotlicffi as brotli  # type: ignore[import-not-found]
+    except ImportError:
+        import brotli  # type: ignore[import-not-found]
+except ImportError:
+    brotli = None
+
+try:
+    import zstandard as zstd
+except (AttributeError, ImportError, ValueError):  # Defensive:
+    HAS_ZSTD = False
+else:
+    # The package 'zstandard' added the 'eof' property starting
+    # in v0.18.0 which we require to ensure a complete and
+    # valid zstd stream was fed into the ZstdDecoder.
+    # See: https://github.com/urllib3/urllib3/pull/2624
+    _zstd_version = tuple(
+        map(int, re.search(r"^([0-9]+)\.([0-9]+)", zstd.__version__).groups())  # type: ignore[union-attr]
+    )
+    if _zstd_version < (0, 18):  # Defensive:
+        HAS_ZSTD = False
+    else:
+        HAS_ZSTD = True
+
+from . import util
+from ._base_connection import _TYPE_BODY
+from ._collections import HTTPHeaderDict
+from .connection import BaseSSLError, HTTPConnection, HTTPException
+from .exceptions import (
+    BodyNotHttplibCompatible,
+    DecodeError,
+    HTTPError,
+    IncompleteRead,
+    InvalidChunkLength,
+    InvalidHeader,
+    ProtocolError,
+    ReadTimeoutError,
+    ResponseNotChunked,
+    SSLError,
+)
+from .util.response import is_fp_closed, is_response_to_head
+from .util.retry import Retry
+
+if typing.TYPE_CHECKING:
+    from .connectionpool import HTTPConnectionPool
+
+log = logging.getLogger(__name__)
+
+
+class ContentDecoder:
+    def decompress(self, data: bytes) -> bytes:
+        raise NotImplementedError()
+
+    def flush(self) -> bytes:
+        raise NotImplementedError()
+
+
+class DeflateDecoder(ContentDecoder):
+    def __init__(self) -> None:
+        self._first_try = True
+        self._data = b""
+        self._obj = zlib.decompressobj()
+
+    def decompress(self, data: bytes) -> bytes:
+        if not data:
+            return data
+
+        if not self._first_try:
+            return self._obj.decompress(data)
+
+        self._data += data
+        try:
+            decompressed = self._obj.decompress(data)
+            if decompressed:
+                self._first_try = False
+                self._data = None  # type: ignore[assignment]
+            return decompressed
+        except zlib.error:
+            self._first_try = False
+            self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
+            try:
+                return self.decompress(self._data)
+            finally:
+                self._data = None  # type: ignore[assignment]
+
+    def flush(self) -> bytes:
+        return self._obj.flush()
+
+
+class GzipDecoderState:
+    FIRST_MEMBER = 0
+    OTHER_MEMBERS = 1
+    SWALLOW_DATA = 2
+
+
+class GzipDecoder(ContentDecoder):
+    def __init__(self) -> None:
+        self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+        self._state = GzipDecoderState.FIRST_MEMBER
+
+    def decompress(self, data: bytes) -> bytes:
+        ret = bytearray()
+        if self._state == GzipDecoderState.SWALLOW_DATA or not data:
+            return bytes(ret)
+        while True:
+            try:
+                ret += self._obj.decompress(data)
+            except zlib.error:
+                previous_state = self._state
+                # Ignore data after the first error
+                self._state = GzipDecoderState.SWALLOW_DATA
+                if previous_state == GzipDecoderState.OTHER_MEMBERS:
+                    # Allow trailing garbage acceptable in other gzip clients
+                    return bytes(ret)
+                raise
+            data = self._obj.unused_data
+            if not data:
+                return bytes(ret)
+            self._state = GzipDecoderState.OTHER_MEMBERS
+            self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+
+    def flush(self) -> bytes:
+        return self._obj.flush()
+
+
+if brotli is not None:
+
+    class BrotliDecoder(ContentDecoder):
+        # Supports both 'brotlipy' and 'Brotli' packages
+        # since they share an import name. The top branches
+        # are for 'brotlipy' and bottom branches for 'Brotli'
+        def __init__(self) -> None:
+            self._obj = brotli.Decompressor()
+            if hasattr(self._obj, "decompress"):
+                setattr(self, "decompress", self._obj.decompress)
+            else:
+                setattr(self, "decompress", self._obj.process)
+
+        def flush(self) -> bytes:
+            if hasattr(self._obj, "flush"):
+                return self._obj.flush()  # type: ignore[no-any-return]
+            return b""
+
+
+if HAS_ZSTD:
+
+    class ZstdDecoder(ContentDecoder):
+        def __init__(self) -> None:
+            self._obj = zstd.ZstdDecompressor().decompressobj()
+
+        def decompress(self, data: bytes) -> bytes:
+            if not data:
+                return b""
+            data_parts = [self._obj.decompress(data)]
+            while self._obj.eof and self._obj.unused_data:
+                unused_data = self._obj.unused_data
+                self._obj = zstd.ZstdDecompressor().decompressobj()
+                data_parts.append(self._obj.decompress(unused_data))
+            return b"".join(data_parts)
+
+        def flush(self) -> bytes:
+            ret = self._obj.flush()  # note: this is a no-op
+            if not self._obj.eof:
+                raise DecodeError("Zstandard data is incomplete")
+            return ret
+
+
+class MultiDecoder(ContentDecoder):
+    """
+    From RFC7231:
+        If one or more encodings have been applied to a representation, the
+        sender that applied the encodings MUST generate a Content-Encoding
+        header field that lists the content codings in the order in which
+        they were applied.
+    """
+
+    def __init__(self, modes: str) -> None:
+        self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
+
+    def flush(self) -> bytes:
+        return self._decoders[0].flush()
+
+    def decompress(self, data: bytes) -> bytes:
+        for d in reversed(self._decoders):
+            data = d.decompress(data)
+        return data
+
+
+def _get_decoder(mode: str) -> ContentDecoder:
+    if "," in mode:
+        return MultiDecoder(mode)
+
+    # According to RFC 9110 section 8.4.1.3, recipients should
+    # consider x-gzip equivalent to gzip
+    if mode in ("gzip", "x-gzip"):
+        return GzipDecoder()
+
+    if brotli is not None and mode == "br":
+        return BrotliDecoder()
+
+    if HAS_ZSTD and mode == "zstd":
+        return ZstdDecoder()
+
+    return DeflateDecoder()
+
+
+class BytesQueueBuffer:
+    """Memory-efficient bytes buffer
+
+    To return decoded data in read() and still follow the BufferedIOBase API, we need a
+    buffer to always return the correct amount of bytes.
+
+    This buffer should be filled using calls to put()
+
+    Our maximum memory usage is determined by the sum of the size of:
+
+     * self.buffer, which contains the full data
+     * the largest chunk that we will copy in get()
+
+    The worst case scenario is a single chunk, in which case we'll make a full copy of
+    the data inside get().
+    """
+
+    def __init__(self) -> None:
+        self.buffer: typing.Deque[bytes] = collections.deque()
+        self._size: int = 0
+
+    def __len__(self) -> int:
+        return self._size
+
+    def put(self, data: bytes) -> None:
+        self.buffer.append(data)
+        self._size += len(data)
+
+    def get(self, n: int) -> bytes:
+        if n == 0:
+            return b""
+        elif not self.buffer:
+            raise RuntimeError("buffer is empty")
+        elif n < 0:
+            raise ValueError("n should be > 0")
+
+        fetched = 0
+        ret = io.BytesIO()
+        while fetched < n:
+            remaining = n - fetched
+            chunk = self.buffer.popleft()
+            chunk_length = len(chunk)
+            if remaining < chunk_length:
+                left_chunk, right_chunk = chunk[:remaining], chunk[remaining:]
+                ret.write(left_chunk)
+                self.buffer.appendleft(right_chunk)
+                self._size -= remaining
+                break
+            else:
+                ret.write(chunk)
+                self._size -= chunk_length
+            fetched += chunk_length
+
+            if not self.buffer:
+                break
+
+        return ret.getvalue()
+
+    def get_all(self) -> bytes:
+        buffer = self.buffer
+        if not buffer:
+            assert self._size == 0
+            return b""
+        if len(buffer) == 1:
+            result = buffer.pop()
+        else:
+            ret = io.BytesIO()
+            ret.writelines(buffer.popleft() for _ in range(len(buffer)))
+            result = ret.getvalue()
+        self._size = 0
+        return result
+
+
+class BaseHTTPResponse(io.IOBase):
+    CONTENT_DECODERS = ["gzip", "x-gzip", "deflate"]
+    if brotli is not None:
+        CONTENT_DECODERS += ["br"]
+    if HAS_ZSTD:
+        CONTENT_DECODERS += ["zstd"]
+    REDIRECT_STATUSES = [301, 302, 303, 307, 308]
+
+    DECODER_ERROR_CLASSES: tuple[type[Exception], ...] = (IOError, zlib.error)
+    if brotli is not None:
+        DECODER_ERROR_CLASSES += (brotli.error,)
+
+    if HAS_ZSTD:
+        DECODER_ERROR_CLASSES += (zstd.ZstdError,)
+
+    def __init__(
+        self,
+        *,
+        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
+        status: int,
+        version: int,
+        version_string: str,
+        reason: str | None,
+        decode_content: bool,
+        request_url: str | None,
+        retries: Retry | None = None,
+    ) -> None:
+        if isinstance(headers, HTTPHeaderDict):
+            self.headers = headers
+        else:
+            self.headers = HTTPHeaderDict(headers)  # type: ignore[arg-type]
+        self.status = status
+        self.version = version
+        self.version_string = version_string
+        self.reason = reason
+        self.decode_content = decode_content
+        self._has_decoded_content = False
+        self._request_url: str | None = request_url
+        self.retries = retries
+
+        self.chunked = False
+        tr_enc = self.headers.get("transfer-encoding", "").lower()
+        # Don't incur the penalty of creating a list and then discarding it
+        encodings = (enc.strip() for enc in tr_enc.split(","))
+        if "chunked" in encodings:
+            self.chunked = True
+
+        self._decoder: ContentDecoder | None = None
+        self.length_remaining: int | None
+
+    def get_redirect_location(self) -> str | None | typing.Literal[False]:
+        """
+        Should we redirect and where to?
+
+        :returns: Truthy redirect location string if we got a redirect status
+            code and valid location. ``None`` if redirect status and no
+            location. ``False`` if not a redirect status code.
+        """
+        if self.status in self.REDIRECT_STATUSES:
+            return self.headers.get("location")
+        return False
+
+    @property
+    def data(self) -> bytes:
+        raise NotImplementedError()
+
+    def json(self) -> typing.Any:
+        """
+        Deserializes the body of the HTTP response as a Python object.
+
+        The body of the HTTP response must be encoded using UTF-8, as per
+        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
+
+        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
+        your custom decoder instead.
+
+        If the body of the HTTP response is not decodable to UTF-8, a
+        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
+        valid JSON document, a `json.JSONDecodeError` will be raised.
+
+        Read more :ref:`here <json_content>`.
+
+        :returns: The body of the HTTP response as a Python object.
+        """
+        data = self.data.decode("utf-8")
+        return _json.loads(data)
+
+    @property
+    def url(self) -> str | None:
+        raise NotImplementedError()
+
+    @url.setter
+    def url(self, url: str | None) -> None:
+        raise NotImplementedError()
+
+    @property
+    def connection(self) -> BaseHTTPConnection | None:
+        raise NotImplementedError()
+
+    @property
+    def retries(self) -> Retry | None:
+        return self._retries
+
+    @retries.setter
+    def retries(self, retries: Retry | None) -> None:
+        # Override the request_url if retries has a redirect location.
+        if retries is not None and retries.history:
+            self.url = retries.history[-1].redirect_location
+        self._retries = retries
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Iterator[bytes]:
+        raise NotImplementedError()
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+        cache_content: bool = False,
+    ) -> bytes:
+        raise NotImplementedError()
+
+    def read1(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> bytes:
+        raise NotImplementedError()
+
+    def read_chunked(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> typing.Iterator[bytes]:
+        raise NotImplementedError()
+
+    def release_conn(self) -> None:
+        raise NotImplementedError()
+
+    def drain_conn(self) -> None:
+        raise NotImplementedError()
+
+    def close(self) -> None:
+        raise NotImplementedError()
+
+    def _init_decoder(self) -> None:
+        """
+        Set-up the _decoder attribute if necessary.
+        """
+        # Note: content-encoding value should be case-insensitive, per RFC 7230
+        # Section 3.2
+        content_encoding = self.headers.get("content-encoding", "").lower()
+        if self._decoder is None:
+            if content_encoding in self.CONTENT_DECODERS:
+                self._decoder = _get_decoder(content_encoding)
+            elif "," in content_encoding:
+                encodings = [
+                    e.strip()
+                    for e in content_encoding.split(",")
+                    if e.strip() in self.CONTENT_DECODERS
+                ]
+                if encodings:
+                    self._decoder = _get_decoder(content_encoding)
+
+    def _decode(
+        self, data: bytes, decode_content: bool | None, flush_decoder: bool
+    ) -> bytes:
+        """
+        Decode the data passed in and potentially flush the decoder.
+        """
+        if not decode_content:
+            if self._has_decoded_content:
+                raise RuntimeError(
+                    "Calling read(decode_content=False) is not supported after "
+                    "read(decode_content=True) was called."
+                )
+            return data
+
+        try:
+            if self._decoder:
+                data = self._decoder.decompress(data)
+                self._has_decoded_content = True
+        except self.DECODER_ERROR_CLASSES as e:
+            content_encoding = self.headers.get("content-encoding", "").lower()
+            raise DecodeError(
+                "Received response with content-encoding: %s, but "
+                "failed to decode it." % content_encoding,
+                e,
+            ) from e
+        if flush_decoder:
+            data += self._flush_decoder()
+
+        return data
+
+    def _flush_decoder(self) -> bytes:
+        """
+        Flushes the decoder. Should only be called if the decoder is actually
+        being used.
+        """
+        if self._decoder:
+            return self._decoder.decompress(b"") + self._decoder.flush()
+        return b""
+
+    # Compatibility methods for `io` module
+    def readinto(self, b: bytearray) -> int:
+        temp = self.read(len(b))
+        if len(temp) == 0:
+            return 0
+        else:
+            b[: len(temp)] = temp
+            return len(temp)
+
+    # Compatibility methods for http.client.HTTPResponse
+    def getheaders(self) -> HTTPHeaderDict:
+        warnings.warn(
+            "HTTPResponse.getheaders() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead access HTTPResponse.headers directly.",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.headers
+
+    def getheader(self, name: str, default: str | None = None) -> str | None:
+        warnings.warn(
+            "HTTPResponse.getheader() is deprecated and will be removed "
+            "in urllib3 v2.1.0. Instead use HTTPResponse.headers.get(name, default).",
+            category=DeprecationWarning,
+            stacklevel=2,
+        )
+        return self.headers.get(name, default)
+
+    # Compatibility method for http.cookiejar
+    def info(self) -> HTTPHeaderDict:
+        return self.headers
+
+    def geturl(self) -> str | None:
+        return self.url
+
+
+class HTTPResponse(BaseHTTPResponse):
+    """
+    HTTP Response container.
+
+    Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
+    loaded and decoded on-demand when the ``data`` property is accessed.  This
+    class is also compatible with the Python standard library's :mod:`io`
+    module, and can hence be treated as a readable object in the context of that
+    framework.
+
+    Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
+
+    :param preload_content:
+        If True, the response's body will be preloaded during construction.
+
+    :param decode_content:
+        If True, will attempt to decode the body based on the
+        'content-encoding' header.
+
+    :param original_response:
+        When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
+        object, it's convenient to include the original for debug purposes. It's
+        otherwise unused.
+
+    :param retries:
+        The retries contains the last :class:`~urllib3.util.retry.Retry` that
+        was used during the request.
+
+    :param enforce_content_length:
+        Enforce content length checking. Body returned by server must match
+        value of Content-Length header, if present. Otherwise, raise error.
+    """
+
+    def __init__(
+        self,
+        body: _TYPE_BODY = "",
+        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
+        status: int = 0,
+        version: int = 0,
+        version_string: str = "HTTP/?",
+        reason: str | None = None,
+        preload_content: bool = True,
+        decode_content: bool = True,
+        original_response: _HttplibHTTPResponse | None = None,
+        pool: HTTPConnectionPool | None = None,
+        connection: HTTPConnection | None = None,
+        msg: _HttplibHTTPMessage | None = None,
+        retries: Retry | None = None,
+        enforce_content_length: bool = True,
+        request_method: str | None = None,
+        request_url: str | None = None,
+        auto_close: bool = True,
+    ) -> None:
+        super().__init__(
+            headers=headers,
+            status=status,
+            version=version,
+            version_string=version_string,
+            reason=reason,
+            decode_content=decode_content,
+            request_url=request_url,
+            retries=retries,
+        )
+
+        self.enforce_content_length = enforce_content_length
+        self.auto_close = auto_close
+
+        self._body = None
+        self._fp: _HttplibHTTPResponse | None = None
+        self._original_response = original_response
+        self._fp_bytes_read = 0
+        self.msg = msg
+
+        if body and isinstance(body, (str, bytes)):
+            self._body = body
+
+        self._pool = pool
+        self._connection = connection
+
+        if hasattr(body, "read"):
+            self._fp = body  # type: ignore[assignment]
+
+        # Are we using the chunked-style of transfer encoding?
+        self.chunk_left: int | None = None
+
+        # Determine length of response
+        self.length_remaining = self._init_length(request_method)
+
+        # Used to return the correct amount of bytes for partial read()s
+        self._decoded_buffer = BytesQueueBuffer()
+
+        # If requested, preload the body.
+        if preload_content and not self._body:
+            self._body = self.read(decode_content=decode_content)
+
+    def release_conn(self) -> None:
+        if not self._pool or not self._connection:
+            return None
+
+        self._pool._put_conn(self._connection)
+        self._connection = None
+
+    def drain_conn(self) -> None:
+        """
+        Read and discard any remaining HTTP response data in the response connection.
+
+        Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
+        """
+        try:
+            self.read()
+        except (HTTPError, OSError, BaseSSLError, HTTPException):
+            pass
+
+    @property
+    def data(self) -> bytes:
+        # For backwards-compat with earlier urllib3 0.4 and earlier.
+        if self._body:
+            return self._body  # type: ignore[return-value]
+
+        if self._fp:
+            return self.read(cache_content=True)
+
+        return None  # type: ignore[return-value]
+
+    @property
+    def connection(self) -> HTTPConnection | None:
+        return self._connection
+
+    def isclosed(self) -> bool:
+        return is_fp_closed(self._fp)
+
+    def tell(self) -> int:
+        """
+        Obtain the number of bytes pulled over the wire so far. May differ from
+        the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
+        if bytes are encoded on the wire (e.g, compressed).
+        """
+        return self._fp_bytes_read
+
+    def _init_length(self, request_method: str | None) -> int | None:
+        """
+        Set initial length value for Response content if available.
+        """
+        length: int | None
+        content_length: str | None = self.headers.get("content-length")
+
+        if content_length is not None:
+            if self.chunked:
+                # This Response will fail with an IncompleteRead if it can't be
+                # received as chunked. This method falls back to attempt reading
+                # the response before raising an exception.
+                log.warning(
+                    "Received response with both Content-Length and "
+                    "Transfer-Encoding set. This is expressly forbidden "
+                    "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
+                    "attempting to process response as Transfer-Encoding: "
+                    "chunked."
+                )
+                return None
+
+            try:
+                # RFC 7230 section 3.3.2 specifies multiple content lengths can
+                # be sent in a single Content-Length header
+                # (e.g. Content-Length: 42, 42). This line ensures the values
+                # are all valid ints and that as long as the `set` length is 1,
+                # all values are the same. Otherwise, the header is invalid.
+                lengths = {int(val) for val in content_length.split(",")}
+                if len(lengths) > 1:
+                    raise InvalidHeader(
+                        "Content-Length contained multiple "
+                        "unmatching values (%s)" % content_length
+                    )
+                length = lengths.pop()
+            except ValueError:
+                length = None
+            else:
+                if length < 0:
+                    length = None
+
+        else:  # if content_length is None
+            length = None
+
+        # Convert status to int for comparison
+        # In some cases, httplib returns a status of "_UNKNOWN"
+        try:
+            status = int(self.status)
+        except ValueError:
+            status = 0
+
+        # Check for responses that shouldn't include a body
+        if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
+            length = 0
+
+        return length
+
+    @contextmanager
+    def _error_catcher(self) -> typing.Generator[None, None, None]:
+        """
+        Catch low-level python exceptions, instead re-raising urllib3
+        variants, so that low-level exceptions are not leaked in the
+        high-level api.
+
+        On exit, release the connection back to the pool.
+        """
+        clean_exit = False
+
+        try:
+            try:
+                yield
+
+            except SocketTimeout as e:
+                # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
+                # there is yet no clean way to get at it from this context.
+                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
+
+            except BaseSSLError as e:
+                # FIXME: Is there a better way to differentiate between SSLErrors?
+                if "read operation timed out" not in str(e):
+                    # SSL errors related to framing/MAC get wrapped and reraised here
+                    raise SSLError(e) from e
+
+                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
+
+            except IncompleteRead as e:
+                if (
+                    e.expected is not None
+                    and e.partial is not None
+                    and e.expected == -e.partial
+                ):
+                    arg = "Response may not contain content."
+                else:
+                    arg = f"Connection broken: {e!r}"
+                raise ProtocolError(arg, e) from e
+
+            except (HTTPException, OSError) as e:
+                raise ProtocolError(f"Connection broken: {e!r}", e) from e
+
+            # If no exception is thrown, we should avoid cleaning up
+            # unnecessarily.
+            clean_exit = True
+        finally:
+            # If we didn't terminate cleanly, we need to throw away our
+            # connection.
+            if not clean_exit:
+                # The response may not be closed but we're not going to use it
+                # anymore so close it now to ensure that the connection is
+                # released back to the pool.
+                if self._original_response:
+                    self._original_response.close()
+
+                # Closing the response may not actually be sufficient to close
+                # everything, so if we have a hold of the connection close that
+                # too.
+                if self._connection:
+                    self._connection.close()
+
+            # If we hold the original response but it's closed now, we should
+            # return the connection back to the pool.
+            if self._original_response and self._original_response.isclosed():
+                self.release_conn()
+
+    def _fp_read(
+        self,
+        amt: int | None = None,
+        *,
+        read1: bool = False,
+    ) -> bytes:
+        """
+        Read a response with the thought that reading the number of bytes
+        larger than can fit in a 32-bit int at a time via SSL in some
+        known cases leads to an overflow error that has to be prevented
+        if `amt` or `self.length_remaining` indicate that a problem may
+        happen.
+
+        The known cases:
+          * 3.8 <= CPython < 3.9.7 because of a bug
+            https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
+          * urllib3 injected with pyOpenSSL-backed SSL-support.
+          * CPython < 3.10 only when `amt` does not fit 32-bit int.
+        """
+        assert self._fp
+        c_int_max = 2**31 - 1
+        if (
+            (amt and amt > c_int_max)
+            or (
+                amt is None
+                and self.length_remaining
+                and self.length_remaining > c_int_max
+            )
+        ) and (util.IS_PYOPENSSL or sys.version_info < (3, 10)):
+            if read1:
+                return self._fp.read1(c_int_max)
+            buffer = io.BytesIO()
+            # Besides `max_chunk_amt` being a maximum chunk size, it
+            # affects memory overhead of reading a response by this
+            # method in CPython.
+            # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
+            # chunk size that does not lead to an overflow error, but
+            # 256 MiB is a compromise.
+            max_chunk_amt = 2**28
+            while amt is None or amt != 0:
+                if amt is not None:
+                    chunk_amt = min(amt, max_chunk_amt)
+                    amt -= chunk_amt
+                else:
+                    chunk_amt = max_chunk_amt
+                data = self._fp.read(chunk_amt)
+                if not data:
+                    break
+                buffer.write(data)
+                del data  # to reduce peak memory usage by `max_chunk_amt`.
+            return buffer.getvalue()
+        elif read1:
+            return self._fp.read1(amt) if amt is not None else self._fp.read1()
+        else:
+            # StringIO doesn't like amt=None
+            return self._fp.read(amt) if amt is not None else self._fp.read()
+
+    def _raw_read(
+        self,
+        amt: int | None = None,
+        *,
+        read1: bool = False,
+    ) -> bytes:
+        """
+        Reads `amt` of bytes from the socket.
+        """
+        if self._fp is None:
+            return None  # type: ignore[return-value]
+
+        fp_closed = getattr(self._fp, "closed", False)
+
+        with self._error_catcher():
+            data = self._fp_read(amt, read1=read1) if not fp_closed else b""
+            if amt is not None and amt != 0 and not data:
+                # Platform-specific: Buggy versions of Python.
+                # Close the connection when no data is returned
+                #
+                # This is redundant to what httplib/http.client _should_
+                # already do.  However, versions of python released before
+                # December 15, 2012 (http://bugs.python.org/issue16298) do
+                # not properly close the connection in all cases. There is
+                # no harm in redundantly calling close.
+                self._fp.close()
+                if (
+                    self.enforce_content_length
+                    and self.length_remaining is not None
+                    and self.length_remaining != 0
+                ):
+                    # This is an edge case that httplib failed to cover due
+                    # to concerns of backward compatibility. We're
+                    # addressing it here to make sure IncompleteRead is
+                    # raised during streaming, so all calls with incorrect
+                    # Content-Length are caught.
+                    raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
+            elif read1 and (
+                (amt != 0 and not data) or self.length_remaining == len(data)
+            ):
+                # All data has been read, but `self._fp.read1` in
+                # CPython 3.12 and older doesn't always close
+                # `http.client.HTTPResponse`, so we close it here.
+                # See https://github.com/python/cpython/issues/113199
+                self._fp.close()
+
+        if data:
+            self._fp_bytes_read += len(data)
+            if self.length_remaining is not None:
+                self.length_remaining -= len(data)
+        return data
+
+    def read(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+        cache_content: bool = False,
+    ) -> bytes:
+        """
+        Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
+        parameters: ``decode_content`` and ``cache_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+
+        :param cache_content:
+            If True, will save the returned data such that the same result is
+            returned despite of the state of the underlying file object. This
+            is useful if you want the ``.data`` property to continue working
+            after having ``.read()`` the file object. (Overridden if ``amt`` is
+            set.)
+        """
+        self._init_decoder()
+        if decode_content is None:
+            decode_content = self.decode_content
+
+        if amt and amt < 0:
+            # Negative numbers and `None` should be treated the same.
+            amt = None
+        elif amt is not None:
+            cache_content = False
+
+            if len(self._decoded_buffer) >= amt:
+                return self._decoded_buffer.get(amt)
+
+        data = self._raw_read(amt)
+
+        flush_decoder = amt is None or (amt != 0 and not data)
+
+        if not data and len(self._decoded_buffer) == 0:
+            return data
+
+        if amt is None:
+            data = self._decode(data, decode_content, flush_decoder)
+            if cache_content:
+                self._body = data
+        else:
+            # do not waste memory on buffer when not decoding
+            if not decode_content:
+                if self._has_decoded_content:
+                    raise RuntimeError(
+                        "Calling read(decode_content=False) is not supported after "
+                        "read(decode_content=True) was called."
+                    )
+                return data
+
+            decoded_data = self._decode(data, decode_content, flush_decoder)
+            self._decoded_buffer.put(decoded_data)
+
+            while len(self._decoded_buffer) < amt and data:
+                # TODO make sure to initially read enough data to get past the headers
+                # For example, the GZ file header takes 10 bytes, we don't want to read
+                # it one byte at a time
+                data = self._raw_read(amt)
+                decoded_data = self._decode(data, decode_content, flush_decoder)
+                self._decoded_buffer.put(decoded_data)
+            data = self._decoded_buffer.get(amt)
+
+        return data
+
+    def read1(
+        self,
+        amt: int | None = None,
+        decode_content: bool | None = None,
+    ) -> bytes:
+        """
+        Similar to ``http.client.HTTPResponse.read1`` and documented
+        in :meth:`io.BufferedReader.read1`, but with an additional parameter:
+        ``decode_content``.
+
+        :param amt:
+            How much of the content to read.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        if decode_content is None:
+            decode_content = self.decode_content
+        if amt and amt < 0:
+            # Negative numbers and `None` should be treated the same.
+            amt = None
+        # try and respond without going to the network
+        if self._has_decoded_content:
+            if not decode_content:
+                raise RuntimeError(
+                    "Calling read1(decode_content=False) is not supported after "
+                    "read1(decode_content=True) was called."
+                )
+            if len(self._decoded_buffer) > 0:
+                if amt is None:
+                    return self._decoded_buffer.get_all()
+                return self._decoded_buffer.get(amt)
+        if amt == 0:
+            return b""
+
+        # FIXME, this method's type doesn't say returning None is possible
+        data = self._raw_read(amt, read1=True)
+        if not decode_content or data is None:
+            return data
+
+        self._init_decoder()
+        while True:
+            flush_decoder = not data
+            decoded_data = self._decode(data, decode_content, flush_decoder)
+            self._decoded_buffer.put(decoded_data)
+            if decoded_data or flush_decoder:
+                break
+            data = self._raw_read(8192, read1=True)
+
+        if amt is None:
+            return self._decoded_buffer.get_all()
+        return self._decoded_buffer.get(amt)
+
+    def stream(
+        self, amt: int | None = 2**16, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        A generator wrapper for the read() method. A call will block until
+        ``amt`` bytes have been read from the connection or until the
+        connection is closed.
+
+        :param amt:
+            How much of the content to read. The generator will return up to
+            much data per iteration, but may return less. This is particularly
+            likely when using compressed data. However, the empty string will
+            never be returned.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        if self.chunked and self.supports_chunked_reads():
+            yield from self.read_chunked(amt, decode_content=decode_content)
+        else:
+            while not is_fp_closed(self._fp) or len(self._decoded_buffer) > 0:
+                data = self.read(amt=amt, decode_content=decode_content)
+
+                if data:
+                    yield data
+
+    # Overrides from io.IOBase
+    def readable(self) -> bool:
+        return True
+
+    def close(self) -> None:
+        if not self.closed and self._fp:
+            self._fp.close()
+
+        if self._connection:
+            self._connection.close()
+
+        if not self.auto_close:
+            io.IOBase.close(self)
+
+    @property
+    def closed(self) -> bool:
+        if not self.auto_close:
+            return io.IOBase.closed.__get__(self)  # type: ignore[no-any-return]
+        elif self._fp is None:
+            return True
+        elif hasattr(self._fp, "isclosed"):
+            return self._fp.isclosed()
+        elif hasattr(self._fp, "closed"):
+            return self._fp.closed
+        else:
+            return True
+
+    def fileno(self) -> int:
+        if self._fp is None:
+            raise OSError("HTTPResponse has no file to get a fileno from")
+        elif hasattr(self._fp, "fileno"):
+            return self._fp.fileno()
+        else:
+            raise OSError(
+                "The file-like object this HTTPResponse is wrapped "
+                "around has no file descriptor"
+            )
+
+    def flush(self) -> None:
+        if (
+            self._fp is not None
+            and hasattr(self._fp, "flush")
+            and not getattr(self._fp, "closed", False)
+        ):
+            return self._fp.flush()
+
+    def supports_chunked_reads(self) -> bool:
+        """
+        Checks if the underlying file-like object looks like a
+        :class:`http.client.HTTPResponse` object. We do this by testing for
+        the fp attribute. If it is present we assume it returns raw chunks as
+        processed by read_chunked().
+        """
+        return hasattr(self._fp, "fp")
+
+    def _update_chunk_length(self) -> None:
+        # First, we'll figure out length of a chunk and then
+        # we'll try to read it from socket.
+        if self.chunk_left is not None:
+            return None
+        line = self._fp.fp.readline()  # type: ignore[union-attr]
+        line = line.split(b";", 1)[0]
+        try:
+            self.chunk_left = int(line, 16)
+        except ValueError:
+            self.close()
+            if line:
+                # Invalid chunked protocol response, abort.
+                raise InvalidChunkLength(self, line) from None
+            else:
+                # Truncated at start of next chunk
+                raise ProtocolError("Response ended prematurely") from None
+
+    def _handle_chunk(self, amt: int | None) -> bytes:
+        returned_chunk = None
+        if amt is None:
+            chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
+            returned_chunk = chunk
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        elif self.chunk_left is not None and amt < self.chunk_left:
+            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
+            self.chunk_left = self.chunk_left - amt
+            returned_chunk = value
+        elif amt == self.chunk_left:
+            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+            returned_chunk = value
+        else:  # amt > self.chunk_left
+            returned_chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
+            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
+            self.chunk_left = None
+        return returned_chunk  # type: ignore[no-any-return]
+
+    def read_chunked(
+        self, amt: int | None = None, decode_content: bool | None = None
+    ) -> typing.Generator[bytes, None, None]:
+        """
+        Similar to :meth:`HTTPResponse.read`, but with an additional
+        parameter: ``decode_content``.
+
+        :param amt:
+            How much of the content to read. If specified, caching is skipped
+            because it doesn't make sense to cache partial content as the full
+            response.
+
+        :param decode_content:
+            If True, will attempt to decode the body based on the
+            'content-encoding' header.
+        """
+        self._init_decoder()
+        # FIXME: Rewrite this method and make it a class with a better structured logic.
+        if not self.chunked:
+            raise ResponseNotChunked(
+                "Response is not chunked. "
+                "Header 'transfer-encoding: chunked' is missing."
+            )
+        if not self.supports_chunked_reads():
+            raise BodyNotHttplibCompatible(
+                "Body should be http.client.HTTPResponse like. "
+                "It should have have an fp attribute which returns raw chunks."
+            )
+
+        with self._error_catcher():
+            # Don't bother reading the body of a HEAD request.
+            if self._original_response and is_response_to_head(self._original_response):
+                self._original_response.close()
+                return None
+
+            # If a response is already read and closed
+            # then return immediately.
+            if self._fp.fp is None:  # type: ignore[union-attr]
+                return None
+
+            if amt and amt < 0:
+                # Negative numbers and `None` should be treated the same,
+                # but httplib handles only `None` correctly.
+                amt = None
+
+            while True:
+                self._update_chunk_length()
+                if self.chunk_left == 0:
+                    break
+                chunk = self._handle_chunk(amt)
+                decoded = self._decode(
+                    chunk, decode_content=decode_content, flush_decoder=False
+                )
+                if decoded:
+                    yield decoded
+
+            if decode_content:
+                # On CPython and PyPy, we should never need to flush the
+                # decoder. However, on Jython we *might* need to, so
+                # lets defensively do it anyway.
+                decoded = self._flush_decoder()
+                if decoded:  # Platform-specific: Jython.
+                    yield decoded
+
+            # Chunk content ends with \r\n: discard it.
+            while self._fp is not None:
+                line = self._fp.fp.readline()
+                if not line:
+                    # Some sites may not end with '\r\n'.
+                    break
+                if line == b"\r\n":
+                    break
+
+            # We read everything; close the "file".
+            if self._original_response:
+                self._original_response.close()
+
+    @property
+    def url(self) -> str | None:
+        """
+        Returns the URL that was the source of this response.
+        If the request that generated this response redirected, this method
+        will return the final redirect location.
+        """
+        return self._request_url
+
+    @url.setter
+    def url(self, url: str) -> None:
+        self._request_url = url
+
+    def __iter__(self) -> typing.Iterator[bytes]:
+        buffer: list[bytes] = []
+        for chunk in self.stream(decode_content=True):
+            if b"\n" in chunk:
+                chunks = chunk.split(b"\n")
+                yield b"".join(buffer) + chunks[0] + b"\n"
+                for x in chunks[1:-1]:
+                    yield x + b"\n"
+                if chunks[-1]:
+                    buffer = [chunks[-1]]
+                else:
+                    buffer = []
+            else:
+                buffer.append(chunk)
+        if buffer:
+            yield b"".join(buffer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
new file mode 100644
index 000000000..534126033
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
@@ -0,0 +1,42 @@
+# For backwards compatibility, provide imports that used to be here.
+from __future__ import annotations
+
+from .connection import is_connection_dropped
+from .request import SKIP_HEADER, SKIPPABLE_HEADERS, make_headers
+from .response import is_fp_closed
+from .retry import Retry
+from .ssl_ import (
+    ALPN_PROTOCOLS,
+    IS_PYOPENSSL,
+    SSLContext,
+    assert_fingerprint,
+    create_urllib3_context,
+    resolve_cert_reqs,
+    resolve_ssl_version,
+    ssl_wrap_socket,
+)
+from .timeout import Timeout
+from .url import Url, parse_url
+from .wait import wait_for_read, wait_for_write
+
+__all__ = (
+    "IS_PYOPENSSL",
+    "SSLContext",
+    "ALPN_PROTOCOLS",
+    "Retry",
+    "Timeout",
+    "Url",
+    "assert_fingerprint",
+    "create_urllib3_context",
+    "is_connection_dropped",
+    "is_fp_closed",
+    "parse_url",
+    "make_headers",
+    "resolve_cert_reqs",
+    "resolve_ssl_version",
+    "ssl_wrap_socket",
+    "wait_for_read",
+    "wait_for_write",
+    "SKIP_HEADER",
+    "SKIPPABLE_HEADERS",
+)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
new file mode 100644
index 000000000..5c7da73f4
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
@@ -0,0 +1,137 @@
+from __future__ import annotations
+
+import socket
+import typing
+
+from ..exceptions import LocationParseError
+from .timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
+
+_TYPE_SOCKET_OPTIONS = typing.Sequence[typing.Tuple[int, int, typing.Union[int, bytes]]]
+
+if typing.TYPE_CHECKING:
+    from .._base_connection import BaseHTTPConnection
+
+
+def is_connection_dropped(conn: BaseHTTPConnection) -> bool:  # Platform-specific
+    """
+    Returns True if the connection is dropped and should be closed.
+    :param conn: :class:`urllib3.connection.HTTPConnection` object.
+    """
+    return not conn.is_connected
+
+
+# This function is copied from socket.py in the Python 2.7 standard
+# library test suite. Added to its signature is only `socket_options`.
+# One additional modification is that we avoid binding to IPv6 servers
+# discovered in DNS if the system doesn't have IPv6 functionality.
+def create_connection(
+    address: tuple[str, int],
+    timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+    source_address: tuple[str, int] | None = None,
+    socket_options: _TYPE_SOCKET_OPTIONS | None = None,
+) -> socket.socket:
+    """Connect to *address* and return the socket object.
+
+    Convenience function.  Connect to *address* (a 2-tuple ``(host,
+    port)``) and return the socket object.  Passing the optional
+    *timeout* parameter will set the timeout on the socket instance
+    before attempting to connect.  If no *timeout* is supplied, the
+    global default timeout setting returned by :func:`socket.getdefaulttimeout`
+    is used.  If *source_address* is set it must be a tuple of (host, port)
+    for the socket to bind as a source address before making the connection.
+    An host of '' or port 0 tells the OS to use the default.
+    """
+
+    host, port = address
+    if host.startswith("["):
+        host = host.strip("[]")
+    err = None
+
+    # Using the value from allowed_gai_family() in the context of getaddrinfo lets
+    # us select whether to work with IPv4 DNS records, IPv6 records, or both.
+    # The original create_connection function always returns all records.
+    family = allowed_gai_family()
+
+    try:
+        host.encode("idna")
+    except UnicodeError:
+        raise LocationParseError(f"'{host}', label empty or too long") from None
+
+    for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
+        af, socktype, proto, canonname, sa = res
+        sock = None
+        try:
+            sock = socket.socket(af, socktype, proto)
+
+            # If provided, set socket level options before connecting.
+            _set_socket_options(sock, socket_options)
+
+            if timeout is not _DEFAULT_TIMEOUT:
+                sock.settimeout(timeout)
+            if source_address:
+                sock.bind(source_address)
+            sock.connect(sa)
+            # Break explicitly a reference cycle
+            err = None
+            return sock
+
+        except OSError as _:
+            err = _
+            if sock is not None:
+                sock.close()
+
+    if err is not None:
+        try:
+            raise err
+        finally:
+            # Break explicitly a reference cycle
+            err = None
+    else:
+        raise OSError("getaddrinfo returns an empty list")
+
+
+def _set_socket_options(
+    sock: socket.socket, options: _TYPE_SOCKET_OPTIONS | None
+) -> None:
+    if options is None:
+        return
+
+    for opt in options:
+        sock.setsockopt(*opt)
+
+
+def allowed_gai_family() -> socket.AddressFamily:
+    """This function is designed to work in the context of
+    getaddrinfo, where family=socket.AF_UNSPEC is the default and
+    will perform a DNS search for both IPv6 and IPv4 records."""
+
+    family = socket.AF_INET
+    if HAS_IPV6:
+        family = socket.AF_UNSPEC
+    return family
+
+
+def _has_ipv6(host: str) -> bool:
+    """Returns True if the system can bind an IPv6 address."""
+    sock = None
+    has_ipv6 = False
+
+    if socket.has_ipv6:
+        # has_ipv6 returns true if cPython was compiled with IPv6 support.
+        # It does not tell us if the system has IPv6 support enabled. To
+        # determine that we must bind to an IPv6 address.
+        # https://github.com/urllib3/urllib3/pull/611
+        # https://bugs.python.org/issue658327
+        try:
+            sock = socket.socket(socket.AF_INET6)
+            sock.bind((host, 0))
+            has_ipv6 = True
+        except Exception:
+            pass
+
+    if sock:
+        sock.close()
+    return has_ipv6
+
+
+HAS_IPV6 = _has_ipv6("::1")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
new file mode 100644
index 000000000..908fc6621
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
@@ -0,0 +1,43 @@
+from __future__ import annotations
+
+import typing
+
+from .url import Url
+
+if typing.TYPE_CHECKING:
+    from ..connection import ProxyConfig
+
+
+def connection_requires_http_tunnel(
+    proxy_url: Url | None = None,
+    proxy_config: ProxyConfig | None = None,
+    destination_scheme: str | None = None,
+) -> bool:
+    """
+    Returns True if the connection requires an HTTP CONNECT through the proxy.
+
+    :param URL proxy_url:
+        URL of the proxy.
+    :param ProxyConfig proxy_config:
+        Proxy configuration from poolmanager.py
+    :param str destination_scheme:
+        The scheme of the destination. (i.e https, http, etc)
+    """
+    # If we're not using a proxy, no way to use a tunnel.
+    if proxy_url is None:
+        return False
+
+    # HTTP destinations never require tunneling, we always forward.
+    if destination_scheme == "http":
+        return False
+
+    # Support for forwarding with HTTPS proxies and HTTPS destinations.
+    if (
+        proxy_url.scheme == "https"
+        and proxy_config
+        and proxy_config.use_forwarding_for_https
+    ):
+        return False
+
+    # Otherwise always use a tunnel.
+    return True
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
new file mode 100644
index 000000000..859597e27
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
@@ -0,0 +1,256 @@
+from __future__ import annotations
+
+import io
+import typing
+from base64 import b64encode
+from enum import Enum
+
+from ..exceptions import UnrewindableBodyError
+from .util import to_bytes
+
+if typing.TYPE_CHECKING:
+    from typing import Final
+
+# Pass as a value within ``headers`` to skip
+# emitting some HTTP headers that are added automatically.
+# The only headers that are supported are ``Accept-Encoding``,
+# ``Host``, and ``User-Agent``.
+SKIP_HEADER = "@@@SKIP_HEADER@@@"
+SKIPPABLE_HEADERS = frozenset(["accept-encoding", "host", "user-agent"])
+
+ACCEPT_ENCODING = "gzip,deflate"
+try:
+    try:
+        import brotlicffi as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
+    except ImportError:
+        import brotli as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
+except ImportError:
+    pass
+else:
+    ACCEPT_ENCODING += ",br"
+try:
+    import zstandard as _unused_module_zstd  # noqa: F401
+except ImportError:
+    pass
+else:
+    ACCEPT_ENCODING += ",zstd"
+
+
+class _TYPE_FAILEDTELL(Enum):
+    token = 0
+
+
+_FAILEDTELL: Final[_TYPE_FAILEDTELL] = _TYPE_FAILEDTELL.token
+
+_TYPE_BODY_POSITION = typing.Union[int, _TYPE_FAILEDTELL]
+
+# When sending a request with these methods we aren't expecting
+# a body so don't need to set an explicit 'Content-Length: 0'
+# The reason we do this in the negative instead of tracking methods
+# which 'should' have a body is because unknown methods should be
+# treated as if they were 'POST' which *does* expect a body.
+_METHODS_NOT_EXPECTING_BODY = {"GET", "HEAD", "DELETE", "TRACE", "OPTIONS", "CONNECT"}
+
+
+def make_headers(
+    keep_alive: bool | None = None,
+    accept_encoding: bool | list[str] | str | None = None,
+    user_agent: str | None = None,
+    basic_auth: str | None = None,
+    proxy_basic_auth: str | None = None,
+    disable_cache: bool | None = None,
+) -> dict[str, str]:
+    """
+    Shortcuts for generating request headers.
+
+    :param keep_alive:
+        If ``True``, adds 'connection: keep-alive' header.
+
+    :param accept_encoding:
+        Can be a boolean, list, or string.
+        ``True`` translates to 'gzip,deflate'.  If either the ``brotli`` or
+        ``brotlicffi`` package is installed 'gzip,deflate,br' is used instead.
+        List will get joined by comma.
+        String will be used as provided.
+
+    :param user_agent:
+        String representing the user-agent you want, such as
+        "python-urllib3/0.6"
+
+    :param basic_auth:
+        Colon-separated username:password string for 'authorization: basic ...'
+        auth header.
+
+    :param proxy_basic_auth:
+        Colon-separated username:password string for 'proxy-authorization: basic ...'
+        auth header.
+
+    :param disable_cache:
+        If ``True``, adds 'cache-control: no-cache' header.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        print(urllib3.util.make_headers(keep_alive=True, user_agent="Batman/1.0"))
+        # {'connection': 'keep-alive', 'user-agent': 'Batman/1.0'}
+        print(urllib3.util.make_headers(accept_encoding=True))
+        # {'accept-encoding': 'gzip,deflate'}
+    """
+    headers: dict[str, str] = {}
+    if accept_encoding:
+        if isinstance(accept_encoding, str):
+            pass
+        elif isinstance(accept_encoding, list):
+            accept_encoding = ",".join(accept_encoding)
+        else:
+            accept_encoding = ACCEPT_ENCODING
+        headers["accept-encoding"] = accept_encoding
+
+    if user_agent:
+        headers["user-agent"] = user_agent
+
+    if keep_alive:
+        headers["connection"] = "keep-alive"
+
+    if basic_auth:
+        headers[
+            "authorization"
+        ] = f"Basic {b64encode(basic_auth.encode('latin-1')).decode()}"
+
+    if proxy_basic_auth:
+        headers[
+            "proxy-authorization"
+        ] = f"Basic {b64encode(proxy_basic_auth.encode('latin-1')).decode()}"
+
+    if disable_cache:
+        headers["cache-control"] = "no-cache"
+
+    return headers
+
+
+def set_file_position(
+    body: typing.Any, pos: _TYPE_BODY_POSITION | None
+) -> _TYPE_BODY_POSITION | None:
+    """
+    If a position is provided, move file to that point.
+    Otherwise, we'll attempt to record a position for future use.
+    """
+    if pos is not None:
+        rewind_body(body, pos)
+    elif getattr(body, "tell", None) is not None:
+        try:
+            pos = body.tell()
+        except OSError:
+            # This differentiates from None, allowing us to catch
+            # a failed `tell()` later when trying to rewind the body.
+            pos = _FAILEDTELL
+
+    return pos
+
+
+def rewind_body(body: typing.IO[typing.AnyStr], body_pos: _TYPE_BODY_POSITION) -> None:
+    """
+    Attempt to rewind body to a certain position.
+    Primarily used for request redirects and retries.
+
+    :param body:
+        File-like object that supports seek.
+
+    :param int pos:
+        Position to seek to in file.
+    """
+    body_seek = getattr(body, "seek", None)
+    if body_seek is not None and isinstance(body_pos, int):
+        try:
+            body_seek(body_pos)
+        except OSError as e:
+            raise UnrewindableBodyError(
+                "An error occurred when rewinding request body for redirect/retry."
+            ) from e
+    elif body_pos is _FAILEDTELL:
+        raise UnrewindableBodyError(
+            "Unable to record file position for rewinding "
+            "request body during a redirect/retry."
+        )
+    else:
+        raise ValueError(
+            f"body_pos must be of type integer, instead it was {type(body_pos)}."
+        )
+
+
+class ChunksAndContentLength(typing.NamedTuple):
+    chunks: typing.Iterable[bytes] | None
+    content_length: int | None
+
+
+def body_to_chunks(
+    body: typing.Any | None, method: str, blocksize: int
+) -> ChunksAndContentLength:
+    """Takes the HTTP request method, body, and blocksize and
+    transforms them into an iterable of chunks to pass to
+    socket.sendall() and an optional 'Content-Length' header.
+
+    A 'Content-Length' of 'None' indicates the length of the body
+    can't be determined so should use 'Transfer-Encoding: chunked'
+    for framing instead.
+    """
+
+    chunks: typing.Iterable[bytes] | None
+    content_length: int | None
+
+    # No body, we need to make a recommendation on 'Content-Length'
+    # based on whether that request method is expected to have
+    # a body or not.
+    if body is None:
+        chunks = None
+        if method.upper() not in _METHODS_NOT_EXPECTING_BODY:
+            content_length = 0
+        else:
+            content_length = None
+
+    # Bytes or strings become bytes
+    elif isinstance(body, (str, bytes)):
+        chunks = (to_bytes(body),)
+        content_length = len(chunks[0])
+
+    # File-like object, TODO: use seek() and tell() for length?
+    elif hasattr(body, "read"):
+
+        def chunk_readable() -> typing.Iterable[bytes]:
+            nonlocal body, blocksize
+            encode = isinstance(body, io.TextIOBase)
+            while True:
+                datablock = body.read(blocksize)
+                if not datablock:
+                    break
+                if encode:
+                    datablock = datablock.encode("iso-8859-1")
+                yield datablock
+
+        chunks = chunk_readable()
+        content_length = None
+
+    # Otherwise we need to start checking via duck-typing.
+    else:
+        try:
+            # Check if the body implements the buffer API.
+            mv = memoryview(body)
+        except TypeError:
+            try:
+                # Check if the body is an iterable
+                chunks = iter(body)
+                content_length = None
+            except TypeError:
+                raise TypeError(
+                    f"'body' must be a bytes-like object, file-like "
+                    f"object, or iterable. Instead was {body!r}"
+                ) from None
+        else:
+            # Since it implements the buffer API can be passed directly to socket.sendall()
+            chunks = (body,)
+            content_length = mv.nbytes
+
+    return ChunksAndContentLength(chunks=chunks, content_length=content_length)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
new file mode 100644
index 000000000..0f4578696
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
@@ -0,0 +1,101 @@
+from __future__ import annotations
+
+import http.client as httplib
+from email.errors import MultipartInvariantViolationDefect, StartBoundaryNotFoundDefect
+
+from ..exceptions import HeaderParsingError
+
+
+def is_fp_closed(obj: object) -> bool:
+    """
+    Checks whether a given file-like object is closed.
+
+    :param obj:
+        The file-like object to check.
+    """
+
+    try:
+        # Check `isclosed()` first, in case Python3 doesn't set `closed`.
+        # GH Issue #928
+        return obj.isclosed()  # type: ignore[no-any-return, attr-defined]
+    except AttributeError:
+        pass
+
+    try:
+        # Check via the official file-like-object way.
+        return obj.closed  # type: ignore[no-any-return, attr-defined]
+    except AttributeError:
+        pass
+
+    try:
+        # Check if the object is a container for another file-like object that
+        # gets released on exhaustion (e.g. HTTPResponse).
+        return obj.fp is None  # type: ignore[attr-defined]
+    except AttributeError:
+        pass
+
+    raise ValueError("Unable to determine whether fp is closed.")
+
+
+def assert_header_parsing(headers: httplib.HTTPMessage) -> None:
+    """
+    Asserts whether all headers have been successfully parsed.
+    Extracts encountered errors from the result of parsing headers.
+
+    Only works on Python 3.
+
+    :param http.client.HTTPMessage headers: Headers to verify.
+
+    :raises urllib3.exceptions.HeaderParsingError:
+        If parsing errors are found.
+    """
+
+    # This will fail silently if we pass in the wrong kind of parameter.
+    # To make debugging easier add an explicit check.
+    if not isinstance(headers, httplib.HTTPMessage):
+        raise TypeError(f"expected httplib.Message, got {type(headers)}.")
+
+    unparsed_data = None
+
+    # get_payload is actually email.message.Message.get_payload;
+    # we're only interested in the result if it's not a multipart message
+    if not headers.is_multipart():
+        payload = headers.get_payload()
+
+        if isinstance(payload, (bytes, str)):
+            unparsed_data = payload
+
+    # httplib is assuming a response body is available
+    # when parsing headers even when httplib only sends
+    # header data to parse_headers() This results in
+    # defects on multipart responses in particular.
+    # See: https://github.com/urllib3/urllib3/issues/800
+
+    # So we ignore the following defects:
+    # - StartBoundaryNotFoundDefect:
+    #     The claimed start boundary was never found.
+    # - MultipartInvariantViolationDefect:
+    #     A message claimed to be a multipart but no subparts were found.
+    defects = [
+        defect
+        for defect in headers.defects
+        if not isinstance(
+            defect, (StartBoundaryNotFoundDefect, MultipartInvariantViolationDefect)
+        )
+    ]
+
+    if defects or unparsed_data:
+        raise HeaderParsingError(defects=defects, unparsed_data=unparsed_data)
+
+
+def is_response_to_head(response: httplib.HTTPResponse) -> bool:
+    """
+    Checks whether the request of a response has been a HEAD-request.
+
+    :param http.client.HTTPResponse response:
+        Response to check if the originating request
+        used 'HEAD' as a method.
+    """
+    # FIXME: Can we do this somehow without accessing private httplib _method?
+    method_str = response._method  # type: str  # type: ignore[attr-defined]
+    return method_str.upper() == "HEAD"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
new file mode 100644
index 000000000..0456cceba
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
@@ -0,0 +1,533 @@
+from __future__ import annotations
+
+import email
+import logging
+import random
+import re
+import time
+import typing
+from itertools import takewhile
+from types import TracebackType
+
+from ..exceptions import (
+    ConnectTimeoutError,
+    InvalidHeader,
+    MaxRetryError,
+    ProtocolError,
+    ProxyError,
+    ReadTimeoutError,
+    ResponseError,
+)
+from .util import reraise
+
+if typing.TYPE_CHECKING:
+    from typing_extensions import Self
+
+    from ..connectionpool import ConnectionPool
+    from ..response import BaseHTTPResponse
+
+log = logging.getLogger(__name__)
+
+
+# Data structure for representing the metadata of requests that result in a retry.
+class RequestHistory(typing.NamedTuple):
+    method: str | None
+    url: str | None
+    error: Exception | None
+    status: int | None
+    redirect_location: str | None
+
+
+class Retry:
+    """Retry configuration.
+
+    Each retry attempt will create a new Retry object with updated values, so
+    they can be safely reused.
+
+    Retries can be defined as a default for a pool:
+
+    .. code-block:: python
+
+        retries = Retry(connect=5, read=2, redirect=5)
+        http = PoolManager(retries=retries)
+        response = http.request("GET", "https://example.com/")
+
+    Or per-request (which overrides the default for the pool):
+
+    .. code-block:: python
+
+        response = http.request("GET", "https://example.com/", retries=Retry(10))
+
+    Retries can be disabled by passing ``False``:
+
+    .. code-block:: python
+
+        response = http.request("GET", "https://example.com/", retries=False)
+
+    Errors will be wrapped in :class:`~urllib3.exceptions.MaxRetryError` unless
+    retries are disabled, in which case the causing exception will be raised.
+
+    :param int total:
+        Total number of retries to allow. Takes precedence over other counts.
+
+        Set to ``None`` to remove this constraint and fall back on other
+        counts.
+
+        Set to ``0`` to fail on the first retry.
+
+        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+    :param int connect:
+        How many connection-related errors to retry on.
+
+        These are errors raised before the request is sent to the remote server,
+        which we assume has not triggered the server to process the request.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int read:
+        How many times to retry on read errors.
+
+        These errors are raised after the request was sent to the server, so the
+        request may have side-effects.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int redirect:
+        How many redirects to perform. Limit this to avoid infinite redirect
+        loops.
+
+        A redirect is a HTTP response with a status code 301, 302, 303, 307 or
+        308.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+    :param int status:
+        How many times to retry on bad status codes.
+
+        These are retries made on responses, where status code matches
+        ``status_forcelist``.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+    :param int other:
+        How many times to retry on other errors.
+
+        Other errors are errors that are not connect, read, redirect or status errors.
+        These errors might be raised after the request was sent to the server, so the
+        request might have side-effects.
+
+        Set to ``0`` to fail on the first retry of this type.
+
+        If ``total`` is not set, it's a good idea to set this to 0 to account
+        for unexpected edge cases and avoid infinite retry loops.
+
+    :param Collection allowed_methods:
+        Set of uppercased HTTP method verbs that we should retry on.
+
+        By default, we only retry on methods which are considered to be
+        idempotent (multiple requests with the same parameters end with the
+        same state). See :attr:`Retry.DEFAULT_ALLOWED_METHODS`.
+
+        Set to a ``None`` value to retry on any verb.
+
+    :param Collection status_forcelist:
+        A set of integer HTTP status codes that we should force a retry on.
+        A retry is initiated if the request method is in ``allowed_methods``
+        and the response status code is in ``status_forcelist``.
+
+        By default, this is disabled with ``None``.
+
+    :param float backoff_factor:
+        A backoff factor to apply between attempts after the second try
+        (most errors are resolved immediately by a second try without a
+        delay). urllib3 will sleep for::
+
+            {backoff factor} * (2 ** ({number of previous retries}))
+
+        seconds. If `backoff_jitter` is non-zero, this sleep is extended by::
+
+            random.uniform(0, {backoff jitter})
+
+        seconds. For example, if the backoff_factor is 0.1, then :func:`Retry.sleep` will
+        sleep for [0.0s, 0.2s, 0.4s, 0.8s, ...] between retries. No backoff will ever
+        be longer than `backoff_max`.
+
+        By default, backoff is disabled (factor set to 0).
+
+    :param bool raise_on_redirect: Whether, if the number of redirects is
+        exhausted, to raise a MaxRetryError, or to return a response with a
+        response code in the 3xx range.
+
+    :param bool raise_on_status: Similar meaning to ``raise_on_redirect``:
+        whether we should raise an exception, or return a response,
+        if status falls in ``status_forcelist`` range and retries have
+        been exhausted.
+
+    :param tuple history: The history of the request encountered during
+        each call to :meth:`~Retry.increment`. The list is in the order
+        the requests occurred. Each list item is of class :class:`RequestHistory`.
+
+    :param bool respect_retry_after_header:
+        Whether to respect Retry-After header on status codes defined as
+        :attr:`Retry.RETRY_AFTER_STATUS_CODES` or not.
+
+    :param Collection remove_headers_on_redirect:
+        Sequence of headers to remove from the request when a response
+        indicating a redirect is returned before firing off the redirected
+        request.
+    """
+
+    #: Default methods to be used for ``allowed_methods``
+    DEFAULT_ALLOWED_METHODS = frozenset(
+        ["HEAD", "GET", "PUT", "DELETE", "OPTIONS", "TRACE"]
+    )
+
+    #: Default status codes to be used for ``status_forcelist``
+    RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503])
+
+    #: Default headers to be used for ``remove_headers_on_redirect``
+    DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset(
+        ["Cookie", "Authorization", "Proxy-Authorization"]
+    )
+
+    #: Default maximum backoff time.
+    DEFAULT_BACKOFF_MAX = 120
+
+    # Backward compatibility; assigned outside of the class.
+    DEFAULT: typing.ClassVar[Retry]
+
+    def __init__(
+        self,
+        total: bool | int | None = 10,
+        connect: int | None = None,
+        read: int | None = None,
+        redirect: bool | int | None = None,
+        status: int | None = None,
+        other: int | None = None,
+        allowed_methods: typing.Collection[str] | None = DEFAULT_ALLOWED_METHODS,
+        status_forcelist: typing.Collection[int] | None = None,
+        backoff_factor: float = 0,
+        backoff_max: float = DEFAULT_BACKOFF_MAX,
+        raise_on_redirect: bool = True,
+        raise_on_status: bool = True,
+        history: tuple[RequestHistory, ...] | None = None,
+        respect_retry_after_header: bool = True,
+        remove_headers_on_redirect: typing.Collection[
+            str
+        ] = DEFAULT_REMOVE_HEADERS_ON_REDIRECT,
+        backoff_jitter: float = 0.0,
+    ) -> None:
+        self.total = total
+        self.connect = connect
+        self.read = read
+        self.status = status
+        self.other = other
+
+        if redirect is False or total is False:
+            redirect = 0
+            raise_on_redirect = False
+
+        self.redirect = redirect
+        self.status_forcelist = status_forcelist or set()
+        self.allowed_methods = allowed_methods
+        self.backoff_factor = backoff_factor
+        self.backoff_max = backoff_max
+        self.raise_on_redirect = raise_on_redirect
+        self.raise_on_status = raise_on_status
+        self.history = history or ()
+        self.respect_retry_after_header = respect_retry_after_header
+        self.remove_headers_on_redirect = frozenset(
+            h.lower() for h in remove_headers_on_redirect
+        )
+        self.backoff_jitter = backoff_jitter
+
+    def new(self, **kw: typing.Any) -> Self:
+        params = dict(
+            total=self.total,
+            connect=self.connect,
+            read=self.read,
+            redirect=self.redirect,
+            status=self.status,
+            other=self.other,
+            allowed_methods=self.allowed_methods,
+            status_forcelist=self.status_forcelist,
+            backoff_factor=self.backoff_factor,
+            backoff_max=self.backoff_max,
+            raise_on_redirect=self.raise_on_redirect,
+            raise_on_status=self.raise_on_status,
+            history=self.history,
+            remove_headers_on_redirect=self.remove_headers_on_redirect,
+            respect_retry_after_header=self.respect_retry_after_header,
+            backoff_jitter=self.backoff_jitter,
+        )
+
+        params.update(kw)
+        return type(self)(**params)  # type: ignore[arg-type]
+
+    @classmethod
+    def from_int(
+        cls,
+        retries: Retry | bool | int | None,
+        redirect: bool | int | None = True,
+        default: Retry | bool | int | None = None,
+    ) -> Retry:
+        """Backwards-compatibility for the old retries format."""
+        if retries is None:
+            retries = default if default is not None else cls.DEFAULT
+
+        if isinstance(retries, Retry):
+            return retries
+
+        redirect = bool(redirect) and None
+        new_retries = cls(retries, redirect=redirect)
+        log.debug("Converted retries value: %r -> %r", retries, new_retries)
+        return new_retries
+
+    def get_backoff_time(self) -> float:
+        """Formula for computing the current backoff
+
+        :rtype: float
+        """
+        # We want to consider only the last consecutive errors sequence (Ignore redirects).
+        consecutive_errors_len = len(
+            list(
+                takewhile(lambda x: x.redirect_location is None, reversed(self.history))
+            )
+        )
+        if consecutive_errors_len <= 1:
+            return 0
+
+        backoff_value = self.backoff_factor * (2 ** (consecutive_errors_len - 1))
+        if self.backoff_jitter != 0.0:
+            backoff_value += random.random() * self.backoff_jitter
+        return float(max(0, min(self.backoff_max, backoff_value)))
+
+    def parse_retry_after(self, retry_after: str) -> float:
+        seconds: float
+        # Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4
+        if re.match(r"^\s*[0-9]+\s*$", retry_after):
+            seconds = int(retry_after)
+        else:
+            retry_date_tuple = email.utils.parsedate_tz(retry_after)
+            if retry_date_tuple is None:
+                raise InvalidHeader(f"Invalid Retry-After header: {retry_after}")
+
+            retry_date = email.utils.mktime_tz(retry_date_tuple)
+            seconds = retry_date - time.time()
+
+        seconds = max(seconds, 0)
+
+        return seconds
+
+    def get_retry_after(self, response: BaseHTTPResponse) -> float | None:
+        """Get the value of Retry-After in seconds."""
+
+        retry_after = response.headers.get("Retry-After")
+
+        if retry_after is None:
+            return None
+
+        return self.parse_retry_after(retry_after)
+
+    def sleep_for_retry(self, response: BaseHTTPResponse) -> bool:
+        retry_after = self.get_retry_after(response)
+        if retry_after:
+            time.sleep(retry_after)
+            return True
+
+        return False
+
+    def _sleep_backoff(self) -> None:
+        backoff = self.get_backoff_time()
+        if backoff <= 0:
+            return
+        time.sleep(backoff)
+
+    def sleep(self, response: BaseHTTPResponse | None = None) -> None:
+        """Sleep between retry attempts.
+
+        This method will respect a server's ``Retry-After`` response header
+        and sleep the duration of the time requested. If that is not present, it
+        will use an exponential backoff. By default, the backoff factor is 0 and
+        this method will return immediately.
+        """
+
+        if self.respect_retry_after_header and response:
+            slept = self.sleep_for_retry(response)
+            if slept:
+                return
+
+        self._sleep_backoff()
+
+    def _is_connection_error(self, err: Exception) -> bool:
+        """Errors when we're fairly sure that the server did not receive the
+        request, so it should be safe to retry.
+        """
+        if isinstance(err, ProxyError):
+            err = err.original_error
+        return isinstance(err, ConnectTimeoutError)
+
+    def _is_read_error(self, err: Exception) -> bool:
+        """Errors that occur after the request has been started, so we should
+        assume that the server began processing it.
+        """
+        return isinstance(err, (ReadTimeoutError, ProtocolError))
+
+    def _is_method_retryable(self, method: str) -> bool:
+        """Checks if a given HTTP method should be retried upon, depending if
+        it is included in the allowed_methods
+        """
+        if self.allowed_methods and method.upper() not in self.allowed_methods:
+            return False
+        return True
+
+    def is_retry(
+        self, method: str, status_code: int, has_retry_after: bool = False
+    ) -> bool:
+        """Is this method/status code retryable? (Based on allowlists and control
+        variables such as the number of total retries to allow, whether to
+        respect the Retry-After header, whether this header is present, and
+        whether the returned status code is on the list of status codes to
+        be retried upon on the presence of the aforementioned header)
+        """
+        if not self._is_method_retryable(method):
+            return False
+
+        if self.status_forcelist and status_code in self.status_forcelist:
+            return True
+
+        return bool(
+            self.total
+            and self.respect_retry_after_header
+            and has_retry_after
+            and (status_code in self.RETRY_AFTER_STATUS_CODES)
+        )
+
+    def is_exhausted(self) -> bool:
+        """Are we out of retries?"""
+        retry_counts = [
+            x
+            for x in (
+                self.total,
+                self.connect,
+                self.read,
+                self.redirect,
+                self.status,
+                self.other,
+            )
+            if x
+        ]
+        if not retry_counts:
+            return False
+
+        return min(retry_counts) < 0
+
+    def increment(
+        self,
+        method: str | None = None,
+        url: str | None = None,
+        response: BaseHTTPResponse | None = None,
+        error: Exception | None = None,
+        _pool: ConnectionPool | None = None,
+        _stacktrace: TracebackType | None = None,
+    ) -> Self:
+        """Return a new Retry object with incremented retry counters.
+
+        :param response: A response object, or None, if the server did not
+            return a response.
+        :type response: :class:`~urllib3.response.BaseHTTPResponse`
+        :param Exception error: An error encountered during the request, or
+            None if the response was received successfully.
+
+        :return: A new ``Retry`` object.
+        """
+        if self.total is False and error:
+            # Disabled, indicate to re-raise the error.
+            raise reraise(type(error), error, _stacktrace)
+
+        total = self.total
+        if total is not None:
+            total -= 1
+
+        connect = self.connect
+        read = self.read
+        redirect = self.redirect
+        status_count = self.status
+        other = self.other
+        cause = "unknown"
+        status = None
+        redirect_location = None
+
+        if error and self._is_connection_error(error):
+            # Connect retry?
+            if connect is False:
+                raise reraise(type(error), error, _stacktrace)
+            elif connect is not None:
+                connect -= 1
+
+        elif error and self._is_read_error(error):
+            # Read retry?
+            if read is False or method is None or not self._is_method_retryable(method):
+                raise reraise(type(error), error, _stacktrace)
+            elif read is not None:
+                read -= 1
+
+        elif error:
+            # Other retry?
+            if other is not None:
+                other -= 1
+
+        elif response and response.get_redirect_location():
+            # Redirect retry?
+            if redirect is not None:
+                redirect -= 1
+            cause = "too many redirects"
+            response_redirect_location = response.get_redirect_location()
+            if response_redirect_location:
+                redirect_location = response_redirect_location
+            status = response.status
+
+        else:
+            # Incrementing because of a server error like a 500 in
+            # status_forcelist and the given method is in the allowed_methods
+            cause = ResponseError.GENERIC_ERROR
+            if response and response.status:
+                if status_count is not None:
+                    status_count -= 1
+                cause = ResponseError.SPECIFIC_ERROR.format(status_code=response.status)
+                status = response.status
+
+        history = self.history + (
+            RequestHistory(method, url, error, status, redirect_location),
+        )
+
+        new_retry = self.new(
+            total=total,
+            connect=connect,
+            read=read,
+            redirect=redirect,
+            status=status_count,
+            other=other,
+            history=history,
+        )
+
+        if new_retry.is_exhausted():
+            reason = error or ResponseError(cause)
+            raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
+
+        log.debug("Incremented Retry for (url='%s'): %r", url, new_retry)
+
+        return new_retry
+
+    def __repr__(self) -> str:
+        return (
+            f"{type(self).__name__}(total={self.total}, connect={self.connect}, "
+            f"read={self.read}, redirect={self.redirect}, status={self.status})"
+        )
+
+
+# For backwards compatibility (equivalent to pre-v1.9):
+Retry.DEFAULT = Retry(3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
new file mode 100644
index 000000000..c46dd83e5
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
@@ -0,0 +1,509 @@
+from __future__ import annotations
+
+import hmac
+import os
+import socket
+import sys
+import typing
+import warnings
+from binascii import unhexlify
+from hashlib import md5, sha1, sha256
+
+from ..exceptions import ProxySchemeUnsupported, SSLError
+from .url import _BRACELESS_IPV6_ADDRZ_RE, _IPV4_RE
+
+SSLContext = None
+SSLTransport = None
+HAS_NEVER_CHECK_COMMON_NAME = False
+IS_PYOPENSSL = False
+ALPN_PROTOCOLS = ["http/1.1"]
+
+_TYPE_VERSION_INFO = typing.Tuple[int, int, int, str, int]
+
+# Maps the length of a digest to a possible hash function producing this digest
+HASHFUNC_MAP = {32: md5, 40: sha1, 64: sha256}
+
+
+def _is_bpo_43522_fixed(
+    implementation_name: str,
+    version_info: _TYPE_VERSION_INFO,
+    pypy_version_info: _TYPE_VERSION_INFO | None,
+) -> bool:
+    """Return True for CPython 3.8.9+, 3.9.3+ or 3.10+ and PyPy 7.3.8+ where
+    setting SSLContext.hostname_checks_common_name to False works.
+
+    Outside of CPython and PyPy we don't know which implementations work
+    or not so we conservatively use our hostname matching as we know that works
+    on all implementations.
+
+    https://github.com/urllib3/urllib3/issues/2192#issuecomment-821832963
+    https://foss.heptapod.net/pypy/pypy/-/issues/3539
+    """
+    if implementation_name == "pypy":
+        # https://foss.heptapod.net/pypy/pypy/-/issues/3129
+        return pypy_version_info >= (7, 3, 8)  # type: ignore[operator]
+    elif implementation_name == "cpython":
+        major_minor = version_info[:2]
+        micro = version_info[2]
+        return (
+            (major_minor == (3, 8) and micro >= 9)
+            or (major_minor == (3, 9) and micro >= 3)
+            or major_minor >= (3, 10)
+        )
+    else:  # Defensive:
+        return False
+
+
+def _is_has_never_check_common_name_reliable(
+    openssl_version: str,
+    openssl_version_number: int,
+    implementation_name: str,
+    version_info: _TYPE_VERSION_INFO,
+    pypy_version_info: _TYPE_VERSION_INFO | None,
+) -> bool:
+    # As of May 2023, all released versions of LibreSSL fail to reject certificates with
+    # only common names, see https://github.com/urllib3/urllib3/pull/3024
+    is_openssl = openssl_version.startswith("OpenSSL ")
+    # Before fixing OpenSSL issue #14579, the SSL_new() API was not copying hostflags
+    # like X509_CHECK_FLAG_NEVER_CHECK_SUBJECT, which tripped up CPython.
+    # https://github.com/openssl/openssl/issues/14579
+    # This was released in OpenSSL 1.1.1l+ (>=0x101010cf)
+    is_openssl_issue_14579_fixed = openssl_version_number >= 0x101010CF
+
+    return is_openssl and (
+        is_openssl_issue_14579_fixed
+        or _is_bpo_43522_fixed(implementation_name, version_info, pypy_version_info)
+    )
+
+
+if typing.TYPE_CHECKING:
+    from ssl import VerifyMode
+    from typing import TypedDict
+
+    from .ssltransport import SSLTransport as SSLTransportType
+
+    class _TYPE_PEER_CERT_RET_DICT(TypedDict, total=False):
+        subjectAltName: tuple[tuple[str, str], ...]
+        subject: tuple[tuple[tuple[str, str], ...], ...]
+        serialNumber: str
+
+
+# Mapping from 'ssl.PROTOCOL_TLSX' to 'TLSVersion.X'
+_SSL_VERSION_TO_TLS_VERSION: dict[int, int] = {}
+
+try:  # Do we have ssl at all?
+    import ssl
+    from ssl import (  # type: ignore[assignment]
+        CERT_REQUIRED,
+        HAS_NEVER_CHECK_COMMON_NAME,
+        OP_NO_COMPRESSION,
+        OP_NO_TICKET,
+        OPENSSL_VERSION,
+        OPENSSL_VERSION_NUMBER,
+        PROTOCOL_TLS,
+        PROTOCOL_TLS_CLIENT,
+        OP_NO_SSLv2,
+        OP_NO_SSLv3,
+        SSLContext,
+        TLSVersion,
+    )
+
+    PROTOCOL_SSLv23 = PROTOCOL_TLS
+
+    # Setting SSLContext.hostname_checks_common_name = False didn't work before CPython
+    # 3.8.9, 3.9.3, and 3.10 (but OK on PyPy) or OpenSSL 1.1.1l+
+    if HAS_NEVER_CHECK_COMMON_NAME and not _is_has_never_check_common_name_reliable(
+        OPENSSL_VERSION,
+        OPENSSL_VERSION_NUMBER,
+        sys.implementation.name,
+        sys.version_info,
+        sys.pypy_version_info if sys.implementation.name == "pypy" else None,  # type: ignore[attr-defined]
+    ):
+        HAS_NEVER_CHECK_COMMON_NAME = False
+
+    # Need to be careful here in case old TLS versions get
+    # removed in future 'ssl' module implementations.
+    for attr in ("TLSv1", "TLSv1_1", "TLSv1_2"):
+        try:
+            _SSL_VERSION_TO_TLS_VERSION[getattr(ssl, f"PROTOCOL_{attr}")] = getattr(
+                TLSVersion, attr
+            )
+        except AttributeError:  # Defensive:
+            continue
+
+    from .ssltransport import SSLTransport  # type: ignore[assignment]
+except ImportError:
+    OP_NO_COMPRESSION = 0x20000  # type: ignore[assignment]
+    OP_NO_TICKET = 0x4000  # type: ignore[assignment]
+    OP_NO_SSLv2 = 0x1000000  # type: ignore[assignment]
+    OP_NO_SSLv3 = 0x2000000  # type: ignore[assignment]
+    PROTOCOL_SSLv23 = PROTOCOL_TLS = 2  # type: ignore[assignment]
+    PROTOCOL_TLS_CLIENT = 16  # type: ignore[assignment]
+
+
+_TYPE_PEER_CERT_RET = typing.Union["_TYPE_PEER_CERT_RET_DICT", bytes, None]
+
+
+def assert_fingerprint(cert: bytes | None, fingerprint: str) -> None:
+    """
+    Checks if given fingerprint matches the supplied certificate.
+
+    :param cert:
+        Certificate as bytes object.
+    :param fingerprint:
+        Fingerprint as string of hexdigits, can be interspersed by colons.
+    """
+
+    if cert is None:
+        raise SSLError("No certificate for the peer.")
+
+    fingerprint = fingerprint.replace(":", "").lower()
+    digest_length = len(fingerprint)
+    hashfunc = HASHFUNC_MAP.get(digest_length)
+    if not hashfunc:
+        raise SSLError(f"Fingerprint of invalid length: {fingerprint}")
+
+    # We need encode() here for py32; works on py2 and p33.
+    fingerprint_bytes = unhexlify(fingerprint.encode())
+
+    cert_digest = hashfunc(cert).digest()
+
+    if not hmac.compare_digest(cert_digest, fingerprint_bytes):
+        raise SSLError(
+            f'Fingerprints did not match. Expected "{fingerprint}", got "{cert_digest.hex()}"'
+        )
+
+
+def resolve_cert_reqs(candidate: None | int | str) -> VerifyMode:
+    """
+    Resolves the argument to a numeric constant, which can be passed to
+    the wrap_socket function/method from the ssl module.
+    Defaults to :data:`ssl.CERT_REQUIRED`.
+    If given a string it is assumed to be the name of the constant in the
+    :mod:`ssl` module or its abbreviation.
+    (So you can specify `REQUIRED` instead of `CERT_REQUIRED`.
+    If it's neither `None` nor a string we assume it is already the numeric
+    constant which can directly be passed to wrap_socket.
+    """
+    if candidate is None:
+        return CERT_REQUIRED
+
+    if isinstance(candidate, str):
+        res = getattr(ssl, candidate, None)
+        if res is None:
+            res = getattr(ssl, "CERT_" + candidate)
+        return res  # type: ignore[no-any-return]
+
+    return candidate  # type: ignore[return-value]
+
+
+def resolve_ssl_version(candidate: None | int | str) -> int:
+    """
+    like resolve_cert_reqs
+    """
+    if candidate is None:
+        return PROTOCOL_TLS
+
+    if isinstance(candidate, str):
+        res = getattr(ssl, candidate, None)
+        if res is None:
+            res = getattr(ssl, "PROTOCOL_" + candidate)
+        return typing.cast(int, res)
+
+    return candidate
+
+
+def create_urllib3_context(
+    ssl_version: int | None = None,
+    cert_reqs: int | None = None,
+    options: int | None = None,
+    ciphers: str | None = None,
+    ssl_minimum_version: int | None = None,
+    ssl_maximum_version: int | None = None,
+) -> ssl.SSLContext:
+    """Creates and configures an :class:`ssl.SSLContext` instance for use with urllib3.
+
+    :param ssl_version:
+        The desired protocol version to use. This will default to
+        PROTOCOL_SSLv23 which will negotiate the highest protocol that both
+        the server and your installation of OpenSSL support.
+
+        This parameter is deprecated instead use 'ssl_minimum_version'.
+    :param ssl_minimum_version:
+        The minimum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
+    :param ssl_maximum_version:
+        The maximum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
+        Not recommended to set to anything other than 'ssl.TLSVersion.MAXIMUM_SUPPORTED' which is the
+        default value.
+    :param cert_reqs:
+        Whether to require the certificate verification. This defaults to
+        ``ssl.CERT_REQUIRED``.
+    :param options:
+        Specific OpenSSL options. These default to ``ssl.OP_NO_SSLv2``,
+        ``ssl.OP_NO_SSLv3``, ``ssl.OP_NO_COMPRESSION``, and ``ssl.OP_NO_TICKET``.
+    :param ciphers:
+        Which cipher suites to allow the server to select. Defaults to either system configured
+        ciphers if OpenSSL 1.1.1+, otherwise uses a secure default set of ciphers.
+    :returns:
+        Constructed SSLContext object with specified options
+    :rtype: SSLContext
+    """
+    if SSLContext is None:
+        raise TypeError("Can't create an SSLContext object without an ssl module")
+
+    # This means 'ssl_version' was specified as an exact value.
+    if ssl_version not in (None, PROTOCOL_TLS, PROTOCOL_TLS_CLIENT):
+        # Disallow setting 'ssl_version' and 'ssl_minimum|maximum_version'
+        # to avoid conflicts.
+        if ssl_minimum_version is not None or ssl_maximum_version is not None:
+            raise ValueError(
+                "Can't specify both 'ssl_version' and either "
+                "'ssl_minimum_version' or 'ssl_maximum_version'"
+            )
+
+        # 'ssl_version' is deprecated and will be removed in the future.
+        else:
+            # Use 'ssl_minimum_version' and 'ssl_maximum_version' instead.
+            ssl_minimum_version = _SSL_VERSION_TO_TLS_VERSION.get(
+                ssl_version, TLSVersion.MINIMUM_SUPPORTED
+            )
+            ssl_maximum_version = _SSL_VERSION_TO_TLS_VERSION.get(
+                ssl_version, TLSVersion.MAXIMUM_SUPPORTED
+            )
+
+            # This warning message is pushing users to use 'ssl_minimum_version'
+            # instead of both min/max. Best practice is to only set the minimum version and
+            # keep the maximum version to be it's default value: 'TLSVersion.MAXIMUM_SUPPORTED'
+            warnings.warn(
+                "'ssl_version' option is deprecated and will be "
+                "removed in urllib3 v2.1.0. Instead use 'ssl_minimum_version'",
+                category=DeprecationWarning,
+                stacklevel=2,
+            )
+
+    # PROTOCOL_TLS is deprecated in Python 3.10 so we always use PROTOCOL_TLS_CLIENT
+    context = SSLContext(PROTOCOL_TLS_CLIENT)
+
+    if ssl_minimum_version is not None:
+        context.minimum_version = ssl_minimum_version
+    else:  # Python <3.10 defaults to 'MINIMUM_SUPPORTED' so explicitly set TLSv1.2 here
+        context.minimum_version = TLSVersion.TLSv1_2
+
+    if ssl_maximum_version is not None:
+        context.maximum_version = ssl_maximum_version
+
+    # Unless we're given ciphers defer to either system ciphers in
+    # the case of OpenSSL 1.1.1+ or use our own secure default ciphers.
+    if ciphers:
+        context.set_ciphers(ciphers)
+
+    # Setting the default here, as we may have no ssl module on import
+    cert_reqs = ssl.CERT_REQUIRED if cert_reqs is None else cert_reqs
+
+    if options is None:
+        options = 0
+        # SSLv2 is easily broken and is considered harmful and dangerous
+        options |= OP_NO_SSLv2
+        # SSLv3 has several problems and is now dangerous
+        options |= OP_NO_SSLv3
+        # Disable compression to prevent CRIME attacks for OpenSSL 1.0+
+        # (issue #309)
+        options |= OP_NO_COMPRESSION
+        # TLSv1.2 only. Unless set explicitly, do not request tickets.
+        # This may save some bandwidth on wire, and although the ticket is encrypted,
+        # there is a risk associated with it being on wire,
+        # if the server is not rotating its ticketing keys properly.
+        options |= OP_NO_TICKET
+
+    context.options |= options
+
+    # Enable post-handshake authentication for TLS 1.3, see GH #1634. PHA is
+    # necessary for conditional client cert authentication with TLS 1.3.
+    # The attribute is None for OpenSSL <= 1.1.0 or does not exist when using
+    # an SSLContext created by pyOpenSSL.
+    if getattr(context, "post_handshake_auth", None) is not None:
+        context.post_handshake_auth = True
+
+    # The order of the below lines setting verify_mode and check_hostname
+    # matter due to safe-guards SSLContext has to prevent an SSLContext with
+    # check_hostname=True, verify_mode=NONE/OPTIONAL.
+    # We always set 'check_hostname=False' for pyOpenSSL so we rely on our own
+    # 'ssl.match_hostname()' implementation.
+    if cert_reqs == ssl.CERT_REQUIRED and not IS_PYOPENSSL:
+        context.verify_mode = cert_reqs
+        context.check_hostname = True
+    else:
+        context.check_hostname = False
+        context.verify_mode = cert_reqs
+
+    try:
+        context.hostname_checks_common_name = False
+    except AttributeError:  # Defensive: for CPython < 3.8.9 and 3.9.3; for PyPy < 7.3.8
+        pass
+
+    # Enable logging of TLS session keys via defacto standard environment variable
+    # 'SSLKEYLOGFILE', if the feature is available (Python 3.8+). Skip empty values.
+    if hasattr(context, "keylog_filename"):
+        sslkeylogfile = os.environ.get("SSLKEYLOGFILE")
+        if sslkeylogfile:
+            context.keylog_filename = sslkeylogfile
+
+    return context
+
+
+@typing.overload
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = ...,
+    certfile: str | None = ...,
+    cert_reqs: int | None = ...,
+    ca_certs: str | None = ...,
+    server_hostname: str | None = ...,
+    ssl_version: int | None = ...,
+    ciphers: str | None = ...,
+    ssl_context: ssl.SSLContext | None = ...,
+    ca_cert_dir: str | None = ...,
+    key_password: str | None = ...,
+    ca_cert_data: None | str | bytes = ...,
+    tls_in_tls: typing.Literal[False] = ...,
+) -> ssl.SSLSocket:
+    ...
+
+
+@typing.overload
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = ...,
+    certfile: str | None = ...,
+    cert_reqs: int | None = ...,
+    ca_certs: str | None = ...,
+    server_hostname: str | None = ...,
+    ssl_version: int | None = ...,
+    ciphers: str | None = ...,
+    ssl_context: ssl.SSLContext | None = ...,
+    ca_cert_dir: str | None = ...,
+    key_password: str | None = ...,
+    ca_cert_data: None | str | bytes = ...,
+    tls_in_tls: bool = ...,
+) -> ssl.SSLSocket | SSLTransportType:
+    ...
+
+
+def ssl_wrap_socket(
+    sock: socket.socket,
+    keyfile: str | None = None,
+    certfile: str | None = None,
+    cert_reqs: int | None = None,
+    ca_certs: str | None = None,
+    server_hostname: str | None = None,
+    ssl_version: int | None = None,
+    ciphers: str | None = None,
+    ssl_context: ssl.SSLContext | None = None,
+    ca_cert_dir: str | None = None,
+    key_password: str | None = None,
+    ca_cert_data: None | str | bytes = None,
+    tls_in_tls: bool = False,
+) -> ssl.SSLSocket | SSLTransportType:
+    """
+    All arguments except for server_hostname, ssl_context, tls_in_tls, ca_cert_data and
+    ca_cert_dir have the same meaning as they do when using
+    :func:`ssl.create_default_context`, :meth:`ssl.SSLContext.load_cert_chain`,
+    :meth:`ssl.SSLContext.set_ciphers` and :meth:`ssl.SSLContext.wrap_socket`.
+
+    :param server_hostname:
+        When SNI is supported, the expected hostname of the certificate
+    :param ssl_context:
+        A pre-made :class:`SSLContext` object. If none is provided, one will
+        be created using :func:`create_urllib3_context`.
+    :param ciphers:
+        A string of ciphers we wish the client to support.
+    :param ca_cert_dir:
+        A directory containing CA certificates in multiple separate files, as
+        supported by OpenSSL's -CApath flag or the capath argument to
+        SSLContext.load_verify_locations().
+    :param key_password:
+        Optional password if the keyfile is encrypted.
+    :param ca_cert_data:
+        Optional string containing CA certificates in PEM format suitable for
+        passing as the cadata parameter to SSLContext.load_verify_locations()
+    :param tls_in_tls:
+        Use SSLTransport to wrap the existing socket.
+    """
+    context = ssl_context
+    if context is None:
+        # Note: This branch of code and all the variables in it are only used in tests.
+        # We should consider deprecating and removing this code.
+        context = create_urllib3_context(ssl_version, cert_reqs, ciphers=ciphers)
+
+    if ca_certs or ca_cert_dir or ca_cert_data:
+        try:
+            context.load_verify_locations(ca_certs, ca_cert_dir, ca_cert_data)
+        except OSError as e:
+            raise SSLError(e) from e
+
+    elif ssl_context is None and hasattr(context, "load_default_certs"):
+        # try to load OS default certs; works well on Windows.
+        context.load_default_certs()
+
+    # Attempt to detect if we get the goofy behavior of the
+    # keyfile being encrypted and OpenSSL asking for the
+    # passphrase via the terminal and instead error out.
+    if keyfile and key_password is None and _is_key_file_encrypted(keyfile):
+        raise SSLError("Client private key is encrypted, password is required")
+
+    if certfile:
+        if key_password is None:
+            context.load_cert_chain(certfile, keyfile)
+        else:
+            context.load_cert_chain(certfile, keyfile, key_password)
+
+    try:
+        context.set_alpn_protocols(ALPN_PROTOCOLS)
+    except NotImplementedError:  # Defensive: in CI, we always have set_alpn_protocols
+        pass
+
+    ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)
+    return ssl_sock
+
+
+def is_ipaddress(hostname: str | bytes) -> bool:
+    """Detects whether the hostname given is an IPv4 or IPv6 address.
+    Also detects IPv6 addresses with Zone IDs.
+
+    :param str hostname: Hostname to examine.
+    :return: True if the hostname is an IP address, False otherwise.
+    """
+    if isinstance(hostname, bytes):
+        # IDN A-label bytes are ASCII compatible.
+        hostname = hostname.decode("ascii")
+    return bool(_IPV4_RE.match(hostname) or _BRACELESS_IPV6_ADDRZ_RE.match(hostname))
+
+
+def _is_key_file_encrypted(key_file: str) -> bool:
+    """Detects if a key file is encrypted or not."""
+    with open(key_file) as f:
+        for line in f:
+            # Look for Proc-Type: 4,ENCRYPTED
+            if "ENCRYPTED" in line:
+                return True
+
+    return False
+
+
+def _ssl_wrap_socket_impl(
+    sock: socket.socket,
+    ssl_context: ssl.SSLContext,
+    tls_in_tls: bool,
+    server_hostname: str | None = None,
+) -> ssl.SSLSocket | SSLTransportType:
+    if tls_in_tls:
+        if not SSLTransport:
+            # Import error, ssl is not available.
+            raise ProxySchemeUnsupported(
+                "TLS in TLS requires support for the 'ssl' module"
+            )
+
+        SSLTransport._validate_ssl_context_for_tls_in_tls(ssl_context)
+        return SSLTransport(sock, ssl_context, server_hostname)
+
+    return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
new file mode 100644
index 000000000..453cfd420
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
@@ -0,0 +1,159 @@
+"""The match_hostname() function from Python 3.5, essential when using SSL."""
+
+# Note: This file is under the PSF license as the code comes from the python
+# stdlib.   http://docs.python.org/3/license.html
+# It is modified to remove commonName support.
+
+from __future__ import annotations
+
+import ipaddress
+import re
+import typing
+from ipaddress import IPv4Address, IPv6Address
+
+if typing.TYPE_CHECKING:
+    from .ssl_ import _TYPE_PEER_CERT_RET_DICT
+
+__version__ = "3.5.0.1"
+
+
+class CertificateError(ValueError):
+    pass
+
+
+def _dnsname_match(
+    dn: typing.Any, hostname: str, max_wildcards: int = 1
+) -> typing.Match[str] | None | bool:
+    """Matching according to RFC 6125, section 6.4.3
+
+    http://tools.ietf.org/html/rfc6125#section-6.4.3
+    """
+    pats = []
+    if not dn:
+        return False
+
+    # Ported from python3-syntax:
+    # leftmost, *remainder = dn.split(r'.')
+    parts = dn.split(r".")
+    leftmost = parts[0]
+    remainder = parts[1:]
+
+    wildcards = leftmost.count("*")
+    if wildcards > max_wildcards:
+        # Issue #17980: avoid denials of service by refusing more
+        # than one wildcard per fragment.  A survey of established
+        # policy among SSL implementations showed it to be a
+        # reasonable choice.
+        raise CertificateError(
+            "too many wildcards in certificate DNS name: " + repr(dn)
+        )
+
+    # speed up common case w/o wildcards
+    if not wildcards:
+        return bool(dn.lower() == hostname.lower())
+
+    # RFC 6125, section 6.4.3, subitem 1.
+    # The client SHOULD NOT attempt to match a presented identifier in which
+    # the wildcard character comprises a label other than the left-most label.
+    if leftmost == "*":
+        # When '*' is a fragment by itself, it matches a non-empty dotless
+        # fragment.
+        pats.append("[^.]+")
+    elif leftmost.startswith("xn--") or hostname.startswith("xn--"):
+        # RFC 6125, section 6.4.3, subitem 3.
+        # The client SHOULD NOT attempt to match a presented identifier
+        # where the wildcard character is embedded within an A-label or
+        # U-label of an internationalized domain name.
+        pats.append(re.escape(leftmost))
+    else:
+        # Otherwise, '*' matches any dotless string, e.g. www*
+        pats.append(re.escape(leftmost).replace(r"\*", "[^.]*"))
+
+    # add the remaining fragments, ignore any wildcards
+    for frag in remainder:
+        pats.append(re.escape(frag))
+
+    pat = re.compile(r"\A" + r"\.".join(pats) + r"\Z", re.IGNORECASE)
+    return pat.match(hostname)
+
+
+def _ipaddress_match(ipname: str, host_ip: IPv4Address | IPv6Address) -> bool:
+    """Exact matching of IP addresses.
+
+    RFC 9110 section 4.3.5: "A reference identity of IP-ID contains the decoded
+    bytes of the IP address. An IP version 4 address is 4 octets, and an IP
+    version 6 address is 16 octets. [...] A reference identity of type IP-ID
+    matches if the address is identical to an iPAddress value of the
+    subjectAltName extension of the certificate."
+    """
+    # OpenSSL may add a trailing newline to a subjectAltName's IP address
+    # Divergence from upstream: ipaddress can't handle byte str
+    ip = ipaddress.ip_address(ipname.rstrip())
+    return bool(ip.packed == host_ip.packed)
+
+
+def match_hostname(
+    cert: _TYPE_PEER_CERT_RET_DICT | None,
+    hostname: str,
+    hostname_checks_common_name: bool = False,
+) -> None:
+    """Verify that *cert* (in decoded format as returned by
+    SSLSocket.getpeercert()) matches the *hostname*.  RFC 2818 and RFC 6125
+    rules are followed, but IP addresses are not accepted for *hostname*.
+
+    CertificateError is raised on failure. On success, the function
+    returns nothing.
+    """
+    if not cert:
+        raise ValueError(
+            "empty or no certificate, match_hostname needs a "
+            "SSL socket or SSL context with either "
+            "CERT_OPTIONAL or CERT_REQUIRED"
+        )
+    try:
+        # Divergence from upstream: ipaddress can't handle byte str
+        #
+        # The ipaddress module shipped with Python < 3.9 does not support
+        # scoped IPv6 addresses so we unconditionally strip the Zone IDs for
+        # now. Once we drop support for Python 3.9 we can remove this branch.
+        if "%" in hostname:
+            host_ip = ipaddress.ip_address(hostname[: hostname.rfind("%")])
+        else:
+            host_ip = ipaddress.ip_address(hostname)
+
+    except ValueError:
+        # Not an IP address (common case)
+        host_ip = None
+    dnsnames = []
+    san: tuple[tuple[str, str], ...] = cert.get("subjectAltName", ())
+    key: str
+    value: str
+    for key, value in san:
+        if key == "DNS":
+            if host_ip is None and _dnsname_match(value, hostname):
+                return
+            dnsnames.append(value)
+        elif key == "IP Address":
+            if host_ip is not None and _ipaddress_match(value, host_ip):
+                return
+            dnsnames.append(value)
+
+    # We only check 'commonName' if it's enabled and we're not verifying
+    # an IP address. IP addresses aren't valid within 'commonName'.
+    if hostname_checks_common_name and host_ip is None and not dnsnames:
+        for sub in cert.get("subject", ()):
+            for key, value in sub:
+                if key == "commonName":
+                    if _dnsname_match(value, hostname):
+                        return
+                    dnsnames.append(value)
+
+    if len(dnsnames) > 1:
+        raise CertificateError(
+            "hostname %r "
+            "doesn't match either of %s" % (hostname, ", ".join(map(repr, dnsnames)))
+        )
+    elif len(dnsnames) == 1:
+        raise CertificateError(f"hostname {hostname!r} doesn't match {dnsnames[0]!r}")
+    else:
+        raise CertificateError("no appropriate subjectAltName fields were found")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
new file mode 100644
index 000000000..b52c477c7
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
@@ -0,0 +1,279 @@
+from __future__ import annotations
+
+import io
+import socket
+import ssl
+import typing
+
+from ..exceptions import ProxySchemeUnsupported
+
+if typing.TYPE_CHECKING:
+    from typing_extensions import Self
+
+    from .ssl_ import _TYPE_PEER_CERT_RET, _TYPE_PEER_CERT_RET_DICT
+
+
+_WriteBuffer = typing.Union[bytearray, memoryview]
+_ReturnValue = typing.TypeVar("_ReturnValue")
+
+SSL_BLOCKSIZE = 16384
+
+
+class SSLTransport:
+    """
+    The SSLTransport wraps an existing socket and establishes an SSL connection.
+
+    Contrary to Python's implementation of SSLSocket, it allows you to chain
+    multiple TLS connections together. It's particularly useful if you need to
+    implement TLS within TLS.
+
+    The class supports most of the socket API operations.
+    """
+
+    @staticmethod
+    def _validate_ssl_context_for_tls_in_tls(ssl_context: ssl.SSLContext) -> None:
+        """
+        Raises a ProxySchemeUnsupported if the provided ssl_context can't be used
+        for TLS in TLS.
+
+        The only requirement is that the ssl_context provides the 'wrap_bio'
+        methods.
+        """
+
+        if not hasattr(ssl_context, "wrap_bio"):
+            raise ProxySchemeUnsupported(
+                "TLS in TLS requires SSLContext.wrap_bio() which isn't "
+                "available on non-native SSLContext"
+            )
+
+    def __init__(
+        self,
+        socket: socket.socket,
+        ssl_context: ssl.SSLContext,
+        server_hostname: str | None = None,
+        suppress_ragged_eofs: bool = True,
+    ) -> None:
+        """
+        Create an SSLTransport around socket using the provided ssl_context.
+        """
+        self.incoming = ssl.MemoryBIO()
+        self.outgoing = ssl.MemoryBIO()
+
+        self.suppress_ragged_eofs = suppress_ragged_eofs
+        self.socket = socket
+
+        self.sslobj = ssl_context.wrap_bio(
+            self.incoming, self.outgoing, server_hostname=server_hostname
+        )
+
+        # Perform initial handshake.
+        self._ssl_io_loop(self.sslobj.do_handshake)
+
+    def __enter__(self) -> Self:
+        return self
+
+    def __exit__(self, *_: typing.Any) -> None:
+        self.close()
+
+    def fileno(self) -> int:
+        return self.socket.fileno()
+
+    def read(self, len: int = 1024, buffer: typing.Any | None = None) -> int | bytes:
+        return self._wrap_ssl_read(len, buffer)
+
+    def recv(self, buflen: int = 1024, flags: int = 0) -> int | bytes:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to recv")
+        return self._wrap_ssl_read(buflen)
+
+    def recv_into(
+        self,
+        buffer: _WriteBuffer,
+        nbytes: int | None = None,
+        flags: int = 0,
+    ) -> None | int | bytes:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to recv_into")
+        if nbytes is None:
+            nbytes = len(buffer)
+        return self.read(nbytes, buffer)
+
+    def sendall(self, data: bytes, flags: int = 0) -> None:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to sendall")
+        count = 0
+        with memoryview(data) as view, view.cast("B") as byte_view:
+            amount = len(byte_view)
+            while count < amount:
+                v = self.send(byte_view[count:])
+                count += v
+
+    def send(self, data: bytes, flags: int = 0) -> int:
+        if flags != 0:
+            raise ValueError("non-zero flags not allowed in calls to send")
+        return self._ssl_io_loop(self.sslobj.write, data)
+
+    def makefile(
+        self,
+        mode: str,
+        buffering: int | None = None,
+        *,
+        encoding: str | None = None,
+        errors: str | None = None,
+        newline: str | None = None,
+    ) -> typing.BinaryIO | typing.TextIO | socket.SocketIO:
+        """
+        Python's httpclient uses makefile and buffered io when reading HTTP
+        messages and we need to support it.
+
+        This is unfortunately a copy and paste of socket.py makefile with small
+        changes to point to the socket directly.
+        """
+        if not set(mode) <= {"r", "w", "b"}:
+            raise ValueError(f"invalid mode {mode!r} (only r, w, b allowed)")
+
+        writing = "w" in mode
+        reading = "r" in mode or not writing
+        assert reading or writing
+        binary = "b" in mode
+        rawmode = ""
+        if reading:
+            rawmode += "r"
+        if writing:
+            rawmode += "w"
+        raw = socket.SocketIO(self, rawmode)  # type: ignore[arg-type]
+        self.socket._io_refs += 1  # type: ignore[attr-defined]
+        if buffering is None:
+            buffering = -1
+        if buffering < 0:
+            buffering = io.DEFAULT_BUFFER_SIZE
+        if buffering == 0:
+            if not binary:
+                raise ValueError("unbuffered streams must be binary")
+            return raw
+        buffer: typing.BinaryIO
+        if reading and writing:
+            buffer = io.BufferedRWPair(raw, raw, buffering)  # type: ignore[assignment]
+        elif reading:
+            buffer = io.BufferedReader(raw, buffering)
+        else:
+            assert writing
+            buffer = io.BufferedWriter(raw, buffering)
+        if binary:
+            return buffer
+        text = io.TextIOWrapper(buffer, encoding, errors, newline)
+        text.mode = mode  # type: ignore[misc]
+        return text
+
+    def unwrap(self) -> None:
+        self._ssl_io_loop(self.sslobj.unwrap)
+
+    def close(self) -> None:
+        self.socket.close()
+
+    @typing.overload
+    def getpeercert(
+        self, binary_form: typing.Literal[False] = ...
+    ) -> _TYPE_PEER_CERT_RET_DICT | None:
+        ...
+
+    @typing.overload
+    def getpeercert(self, binary_form: typing.Literal[True]) -> bytes | None:
+        ...
+
+    def getpeercert(self, binary_form: bool = False) -> _TYPE_PEER_CERT_RET:
+        return self.sslobj.getpeercert(binary_form)  # type: ignore[return-value]
+
+    def version(self) -> str | None:
+        return self.sslobj.version()
+
+    def cipher(self) -> tuple[str, str, int] | None:
+        return self.sslobj.cipher()
+
+    def selected_alpn_protocol(self) -> str | None:
+        return self.sslobj.selected_alpn_protocol()
+
+    def selected_npn_protocol(self) -> str | None:
+        return self.sslobj.selected_npn_protocol()
+
+    def shared_ciphers(self) -> list[tuple[str, str, int]] | None:
+        return self.sslobj.shared_ciphers()
+
+    def compression(self) -> str | None:
+        return self.sslobj.compression()
+
+    def settimeout(self, value: float | None) -> None:
+        self.socket.settimeout(value)
+
+    def gettimeout(self) -> float | None:
+        return self.socket.gettimeout()
+
+    def _decref_socketios(self) -> None:
+        self.socket._decref_socketios()  # type: ignore[attr-defined]
+
+    def _wrap_ssl_read(self, len: int, buffer: bytearray | None = None) -> int | bytes:
+        try:
+            return self._ssl_io_loop(self.sslobj.read, len, buffer)
+        except ssl.SSLError as e:
+            if e.errno == ssl.SSL_ERROR_EOF and self.suppress_ragged_eofs:
+                return 0  # eof, return 0.
+            else:
+                raise
+
+    # func is sslobj.do_handshake or sslobj.unwrap
+    @typing.overload
+    def _ssl_io_loop(self, func: typing.Callable[[], None]) -> None:
+        ...
+
+    # func is sslobj.write, arg1 is data
+    @typing.overload
+    def _ssl_io_loop(self, func: typing.Callable[[bytes], int], arg1: bytes) -> int:
+        ...
+
+    # func is sslobj.read, arg1 is len, arg2 is buffer
+    @typing.overload
+    def _ssl_io_loop(
+        self,
+        func: typing.Callable[[int, bytearray | None], bytes],
+        arg1: int,
+        arg2: bytearray | None,
+    ) -> bytes:
+        ...
+
+    def _ssl_io_loop(
+        self,
+        func: typing.Callable[..., _ReturnValue],
+        arg1: None | bytes | int = None,
+        arg2: bytearray | None = None,
+    ) -> _ReturnValue:
+        """Performs an I/O loop between incoming/outgoing and the socket."""
+        should_loop = True
+        ret = None
+
+        while should_loop:
+            errno = None
+            try:
+                if arg1 is None and arg2 is None:
+                    ret = func()
+                elif arg2 is None:
+                    ret = func(arg1)
+                else:
+                    ret = func(arg1, arg2)
+            except ssl.SSLError as e:
+                if e.errno not in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE):
+                    # WANT_READ, and WANT_WRITE are expected, others are not.
+                    raise e
+                errno = e.errno
+
+            buf = self.outgoing.read()
+            self.socket.sendall(buf)
+
+            if errno is None:
+                should_loop = False
+            elif errno == ssl.SSL_ERROR_WANT_READ:
+                buf = self.socket.recv(SSL_BLOCKSIZE)
+                if buf:
+                    self.incoming.write(buf)
+                else:
+                    self.incoming.write_eof()
+        return typing.cast(_ReturnValue, ret)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
new file mode 100644
index 000000000..4bb1be11d
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
@@ -0,0 +1,275 @@
+from __future__ import annotations
+
+import time
+import typing
+from enum import Enum
+from socket import getdefaulttimeout
+
+from ..exceptions import TimeoutStateError
+
+if typing.TYPE_CHECKING:
+    from typing import Final
+
+
+class _TYPE_DEFAULT(Enum):
+    # This value should never be passed to socket.settimeout() so for safety we use a -1.
+    # socket.settimout() raises a ValueError for negative values.
+    token = -1
+
+
+_DEFAULT_TIMEOUT: Final[_TYPE_DEFAULT] = _TYPE_DEFAULT.token
+
+_TYPE_TIMEOUT = typing.Optional[typing.Union[float, _TYPE_DEFAULT]]
+
+
+class Timeout:
+    """Timeout configuration.
+
+    Timeouts can be defined as a default for a pool:
+
+    .. code-block:: python
+
+        import urllib3
+
+        timeout = urllib3.util.Timeout(connect=2.0, read=7.0)
+
+        http = urllib3.PoolManager(timeout=timeout)
+
+        resp = http.request("GET", "https://example.com/")
+
+        print(resp.status)
+
+    Or per-request (which overrides the default for the pool):
+
+    .. code-block:: python
+
+       response = http.request("GET", "https://example.com/", timeout=Timeout(10))
+
+    Timeouts can be disabled by setting all the parameters to ``None``:
+
+    .. code-block:: python
+
+       no_timeout = Timeout(connect=None, read=None)
+       response = http.request("GET", "https://example.com/", timeout=no_timeout)
+
+
+    :param total:
+        This combines the connect and read timeouts into one; the read timeout
+        will be set to the time leftover from the connect attempt. In the
+        event that both a connect timeout and a total are specified, or a read
+        timeout and a total are specified, the shorter timeout will be applied.
+
+        Defaults to None.
+
+    :type total: int, float, or None
+
+    :param connect:
+        The maximum amount of time (in seconds) to wait for a connection
+        attempt to a server to succeed. Omitting the parameter will default the
+        connect timeout to the system default, probably `the global default
+        timeout in socket.py
+        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
+        None will set an infinite timeout for connection attempts.
+
+    :type connect: int, float, or None
+
+    :param read:
+        The maximum amount of time (in seconds) to wait between consecutive
+        read operations for a response from the server. Omitting the parameter
+        will default the read timeout to the system default, probably `the
+        global default timeout in socket.py
+        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
+        None will set an infinite timeout.
+
+    :type read: int, float, or None
+
+    .. note::
+
+        Many factors can affect the total amount of time for urllib3 to return
+        an HTTP response.
+
+        For example, Python's DNS resolver does not obey the timeout specified
+        on the socket. Other factors that can affect total request time include
+        high CPU load, high swap, the program running at a low priority level,
+        or other behaviors.
+
+        In addition, the read and total timeouts only measure the time between
+        read operations on the socket connecting the client and the server,
+        not the total amount of time for the request to return a complete
+        response. For most requests, the timeout is raised because the server
+        has not sent the first byte in the specified time. This is not always
+        the case; if a server streams one byte every fifteen seconds, a timeout
+        of 20 seconds will not trigger, even though the request will take
+        several minutes to complete.
+    """
+
+    #: A sentinel object representing the default timeout value
+    DEFAULT_TIMEOUT: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT
+
+    def __init__(
+        self,
+        total: _TYPE_TIMEOUT = None,
+        connect: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+        read: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
+    ) -> None:
+        self._connect = self._validate_timeout(connect, "connect")
+        self._read = self._validate_timeout(read, "read")
+        self.total = self._validate_timeout(total, "total")
+        self._start_connect: float | None = None
+
+    def __repr__(self) -> str:
+        return f"{type(self).__name__}(connect={self._connect!r}, read={self._read!r}, total={self.total!r})"
+
+    # __str__ provided for backwards compatibility
+    __str__ = __repr__
+
+    @staticmethod
+    def resolve_default_timeout(timeout: _TYPE_TIMEOUT) -> float | None:
+        return getdefaulttimeout() if timeout is _DEFAULT_TIMEOUT else timeout
+
+    @classmethod
+    def _validate_timeout(cls, value: _TYPE_TIMEOUT, name: str) -> _TYPE_TIMEOUT:
+        """Check that a timeout attribute is valid.
+
+        :param value: The timeout value to validate
+        :param name: The name of the timeout attribute to validate. This is
+            used to specify in error messages.
+        :return: The validated and casted version of the given value.
+        :raises ValueError: If it is a numeric value less than or equal to
+            zero, or the type is not an integer, float, or None.
+        """
+        if value is None or value is _DEFAULT_TIMEOUT:
+            return value
+
+        if isinstance(value, bool):
+            raise ValueError(
+                "Timeout cannot be a boolean value. It must "
+                "be an int, float or None."
+            )
+        try:
+            float(value)
+        except (TypeError, ValueError):
+            raise ValueError(
+                "Timeout value %s was %s, but it must be an "
+                "int, float or None." % (name, value)
+            ) from None
+
+        try:
+            if value <= 0:
+                raise ValueError(
+                    "Attempted to set %s timeout to %s, but the "
+                    "timeout cannot be set to a value less "
+                    "than or equal to 0." % (name, value)
+                )
+        except TypeError:
+            raise ValueError(
+                "Timeout value %s was %s, but it must be an "
+                "int, float or None." % (name, value)
+            ) from None
+
+        return value
+
+    @classmethod
+    def from_float(cls, timeout: _TYPE_TIMEOUT) -> Timeout:
+        """Create a new Timeout from a legacy timeout value.
+
+        The timeout value used by httplib.py sets the same timeout on the
+        connect(), and recv() socket requests. This creates a :class:`Timeout`
+        object that sets the individual timeouts to the ``timeout`` value
+        passed to this function.
+
+        :param timeout: The legacy timeout value.
+        :type timeout: integer, float, :attr:`urllib3.util.Timeout.DEFAULT_TIMEOUT`, or None
+        :return: Timeout object
+        :rtype: :class:`Timeout`
+        """
+        return Timeout(read=timeout, connect=timeout)
+
+    def clone(self) -> Timeout:
+        """Create a copy of the timeout object
+
+        Timeout properties are stored per-pool but each request needs a fresh
+        Timeout object to ensure each one has its own start/stop configured.
+
+        :return: a copy of the timeout object
+        :rtype: :class:`Timeout`
+        """
+        # We can't use copy.deepcopy because that will also create a new object
+        # for _GLOBAL_DEFAULT_TIMEOUT, which socket.py uses as a sentinel to
+        # detect the user default.
+        return Timeout(connect=self._connect, read=self._read, total=self.total)
+
+    def start_connect(self) -> float:
+        """Start the timeout clock, used during a connect() attempt
+
+        :raises urllib3.exceptions.TimeoutStateError: if you attempt
+            to start a timer that has been started already.
+        """
+        if self._start_connect is not None:
+            raise TimeoutStateError("Timeout timer has already been started.")
+        self._start_connect = time.monotonic()
+        return self._start_connect
+
+    def get_connect_duration(self) -> float:
+        """Gets the time elapsed since the call to :meth:`start_connect`.
+
+        :return: Elapsed time in seconds.
+        :rtype: float
+        :raises urllib3.exceptions.TimeoutStateError: if you attempt
+            to get duration for a timer that hasn't been started.
+        """
+        if self._start_connect is None:
+            raise TimeoutStateError(
+                "Can't get connect duration for timer that has not started."
+            )
+        return time.monotonic() - self._start_connect
+
+    @property
+    def connect_timeout(self) -> _TYPE_TIMEOUT:
+        """Get the value to use when setting a connection timeout.
+
+        This will be a positive float or integer, the value None
+        (never timeout), or the default system timeout.
+
+        :return: Connect timeout.
+        :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
+        """
+        if self.total is None:
+            return self._connect
+
+        if self._connect is None or self._connect is _DEFAULT_TIMEOUT:
+            return self.total
+
+        return min(self._connect, self.total)  # type: ignore[type-var]
+
+    @property
+    def read_timeout(self) -> float | None:
+        """Get the value for the read timeout.
+
+        This assumes some time has elapsed in the connection timeout and
+        computes the read timeout appropriately.
+
+        If self.total is set, the read timeout is dependent on the amount of
+        time taken by the connect timeout. If the connection time has not been
+        established, a :exc:`~urllib3.exceptions.TimeoutStateError` will be
+        raised.
+
+        :return: Value to use for the read timeout.
+        :rtype: int, float or None
+        :raises urllib3.exceptions.TimeoutStateError: If :meth:`start_connect`
+            has not yet been called on this object.
+        """
+        if (
+            self.total is not None
+            and self.total is not _DEFAULT_TIMEOUT
+            and self._read is not None
+            and self._read is not _DEFAULT_TIMEOUT
+        ):
+            # In case the connect timeout has not yet been established.
+            if self._start_connect is None:
+                return self._read
+            return max(0, min(self.total - self.get_connect_duration(), self._read))
+        elif self.total is not None and self.total is not _DEFAULT_TIMEOUT:
+            return max(0, self.total - self.get_connect_duration())
+        else:
+            return self.resolve_default_timeout(self._read)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
new file mode 100644
index 000000000..d53ea932a
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
@@ -0,0 +1,471 @@
+from __future__ import annotations
+
+import re
+import typing
+
+from ..exceptions import LocationParseError
+from .util import to_str
+
+# We only want to normalize urls with an HTTP(S) scheme.
+# urllib3 infers URLs without a scheme (None) to be http.
+_NORMALIZABLE_SCHEMES = ("http", "https", None)
+
+# Almost all of these patterns were derived from the
+# 'rfc3986' module: https://github.com/python-hyper/rfc3986
+_PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
+_SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
+_URI_RE = re.compile(
+    r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
+    r"(?://([^\\/?#]*))?"
+    r"([^?#]*)"
+    r"(?:\?([^#]*))?"
+    r"(?:#(.*))?$",
+    re.UNICODE | re.DOTALL,
+)
+
+_IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
+_HEX_PAT = "[0-9A-Fa-f]{1,4}"
+_LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=_HEX_PAT, ipv4=_IPV4_PAT)
+_subs = {"hex": _HEX_PAT, "ls32": _LS32_PAT}
+_variations = [
+    #                            6( h16 ":" ) ls32
+    "(?:%(hex)s:){6}%(ls32)s",
+    #                       "::" 5( h16 ":" ) ls32
+    "::(?:%(hex)s:){5}%(ls32)s",
+    # [               h16 ] "::" 4( h16 ":" ) ls32
+    "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
+    # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
+    "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
+    # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
+    "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
+    # [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
+    "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
+    # [ *4( h16 ":" ) h16 ] "::"              ls32
+    "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
+    # [ *5( h16 ":" ) h16 ] "::"              h16
+    "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
+    # [ *6( h16 ":" ) h16 ] "::"
+    "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
+]
+
+_UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._\-~"
+_IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
+_ZONE_ID_PAT = "(?:%25|%)(?:[" + _UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
+_IPV6_ADDRZ_PAT = r"\[" + _IPV6_PAT + r"(?:" + _ZONE_ID_PAT + r")?\]"
+_REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
+_TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
+
+_IPV4_RE = re.compile("^" + _IPV4_PAT + "$")
+_IPV6_RE = re.compile("^" + _IPV6_PAT + "$")
+_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT + "$")
+_BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT[2:-2] + "$")
+_ZONE_ID_RE = re.compile("(" + _ZONE_ID_PAT + r")\]$")
+
+_HOST_PORT_PAT = ("^(%s|%s|%s)(?::0*?(|0|[1-9][0-9]{0,4}))?$") % (
+    _REG_NAME_PAT,
+    _IPV4_PAT,
+    _IPV6_ADDRZ_PAT,
+)
+_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
+
+_UNRESERVED_CHARS = set(
+    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
+)
+_SUB_DELIM_CHARS = set("!$&'()*+,;=")
+_USERINFO_CHARS = _UNRESERVED_CHARS | _SUB_DELIM_CHARS | {":"}
+_PATH_CHARS = _USERINFO_CHARS | {"@", "/"}
+_QUERY_CHARS = _FRAGMENT_CHARS = _PATH_CHARS | {"?"}
+
+
+class Url(
+    typing.NamedTuple(
+        "Url",
+        [
+            ("scheme", typing.Optional[str]),
+            ("auth", typing.Optional[str]),
+            ("host", typing.Optional[str]),
+            ("port", typing.Optional[int]),
+            ("path", typing.Optional[str]),
+            ("query", typing.Optional[str]),
+            ("fragment", typing.Optional[str]),
+        ],
+    )
+):
+    """
+    Data structure for representing an HTTP URL. Used as a return value for
+    :func:`parse_url`. Both the scheme and host are normalized as they are
+    both case-insensitive according to RFC 3986.
+    """
+
+    def __new__(  # type: ignore[no-untyped-def]
+        cls,
+        scheme: str | None = None,
+        auth: str | None = None,
+        host: str | None = None,
+        port: int | None = None,
+        path: str | None = None,
+        query: str | None = None,
+        fragment: str | None = None,
+    ):
+        if path and not path.startswith("/"):
+            path = "/" + path
+        if scheme is not None:
+            scheme = scheme.lower()
+        return super().__new__(cls, scheme, auth, host, port, path, query, fragment)
+
+    @property
+    def hostname(self) -> str | None:
+        """For backwards-compatibility with urlparse. We're nice like that."""
+        return self.host
+
+    @property
+    def request_uri(self) -> str:
+        """Absolute path including the query string."""
+        uri = self.path or "/"
+
+        if self.query is not None:
+            uri += "?" + self.query
+
+        return uri
+
+    @property
+    def authority(self) -> str | None:
+        """
+        Authority component as defined in RFC 3986 3.2.
+        This includes userinfo (auth), host and port.
+
+        i.e.
+            userinfo@host:port
+        """
+        userinfo = self.auth
+        netloc = self.netloc
+        if netloc is None or userinfo is None:
+            return netloc
+        else:
+            return f"{userinfo}@{netloc}"
+
+    @property
+    def netloc(self) -> str | None:
+        """
+        Network location including host and port.
+
+        If you need the equivalent of urllib.parse's ``netloc``,
+        use the ``authority`` property instead.
+        """
+        if self.host is None:
+            return None
+        if self.port:
+            return f"{self.host}:{self.port}"
+        return self.host
+
+    @property
+    def url(self) -> str:
+        """
+        Convert self into a url
+
+        This function should more or less round-trip with :func:`.parse_url`. The
+        returned url may not be exactly the same as the url inputted to
+        :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
+        with a blank port will have : removed).
+
+        Example:
+
+        .. code-block:: python
+
+            import urllib3
+
+            U = urllib3.util.parse_url("https://google.com/mail/")
+
+            print(U.url)
+            # "https://google.com/mail/"
+
+            print( urllib3.util.Url("https", "username:password",
+                                    "host.com", 80, "/path", "query", "fragment"
+                                    ).url
+                )
+            # "https://username:password@host.com:80/path?query#fragment"
+        """
+        scheme, auth, host, port, path, query, fragment = self
+        url = ""
+
+        # We use "is not None" we want things to happen with empty strings (or 0 port)
+        if scheme is not None:
+            url += scheme + "://"
+        if auth is not None:
+            url += auth + "@"
+        if host is not None:
+            url += host
+        if port is not None:
+            url += ":" + str(port)
+        if path is not None:
+            url += path
+        if query is not None:
+            url += "?" + query
+        if fragment is not None:
+            url += "#" + fragment
+
+        return url
+
+    def __str__(self) -> str:
+        return self.url
+
+
+@typing.overload
+def _encode_invalid_chars(
+    component: str, allowed_chars: typing.Container[str]
+) -> str:  # Abstract
+    ...
+
+
+@typing.overload
+def _encode_invalid_chars(
+    component: None, allowed_chars: typing.Container[str]
+) -> None:  # Abstract
+    ...
+
+
+def _encode_invalid_chars(
+    component: str | None, allowed_chars: typing.Container[str]
+) -> str | None:
+    """Percent-encodes a URI component without reapplying
+    onto an already percent-encoded component.
+    """
+    if component is None:
+        return component
+
+    component = to_str(component)
+
+    # Normalize existing percent-encoded bytes.
+    # Try to see if the component we're encoding is already percent-encoded
+    # so we can skip all '%' characters but still encode all others.
+    component, percent_encodings = _PERCENT_RE.subn(
+        lambda match: match.group(0).upper(), component
+    )
+
+    uri_bytes = component.encode("utf-8", "surrogatepass")
+    is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
+    encoded_component = bytearray()
+
+    for i in range(0, len(uri_bytes)):
+        # Will return a single character bytestring
+        byte = uri_bytes[i : i + 1]
+        byte_ord = ord(byte)
+        if (is_percent_encoded and byte == b"%") or (
+            byte_ord < 128 and byte.decode() in allowed_chars
+        ):
+            encoded_component += byte
+            continue
+        encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
+
+    return encoded_component.decode()
+
+
+def _remove_path_dot_segments(path: str) -> str:
+    # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
+    segments = path.split("/")  # Turn the path into a list of segments
+    output = []  # Initialize the variable to use to store output
+
+    for segment in segments:
+        # '.' is the current directory, so ignore it, it is superfluous
+        if segment == ".":
+            continue
+        # Anything other than '..', should be appended to the output
+        if segment != "..":
+            output.append(segment)
+        # In this case segment == '..', if we can, we should pop the last
+        # element
+        elif output:
+            output.pop()
+
+    # If the path starts with '/' and the output is empty or the first string
+    # is non-empty
+    if path.startswith("/") and (not output or output[0]):
+        output.insert(0, "")
+
+    # If the path starts with '/.' or '/..' ensure we add one more empty
+    # string to add a trailing '/'
+    if path.endswith(("/.", "/..")):
+        output.append("")
+
+    return "/".join(output)
+
+
+@typing.overload
+def _normalize_host(host: None, scheme: str | None) -> None:
+    ...
+
+
+@typing.overload
+def _normalize_host(host: str, scheme: str | None) -> str:
+    ...
+
+
+def _normalize_host(host: str | None, scheme: str | None) -> str | None:
+    if host:
+        if scheme in _NORMALIZABLE_SCHEMES:
+            is_ipv6 = _IPV6_ADDRZ_RE.match(host)
+            if is_ipv6:
+                # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
+                # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
+                # separator as necessary to return a valid RFC 4007 scoped IP.
+                match = _ZONE_ID_RE.search(host)
+                if match:
+                    start, end = match.span(1)
+                    zone_id = host[start:end]
+
+                    if zone_id.startswith("%25") and zone_id != "%25":
+                        zone_id = zone_id[3:]
+                    else:
+                        zone_id = zone_id[1:]
+                    zone_id = _encode_invalid_chars(zone_id, _UNRESERVED_CHARS)
+                    return f"{host[:start].lower()}%{zone_id}{host[end:]}"
+                else:
+                    return host.lower()
+            elif not _IPV4_RE.match(host):
+                return to_str(
+                    b".".join([_idna_encode(label) for label in host.split(".")]),
+                    "ascii",
+                )
+    return host
+
+
+def _idna_encode(name: str) -> bytes:
+    if not name.isascii():
+        try:
+            import idna
+        except ImportError:
+            raise LocationParseError(
+                "Unable to parse URL without the 'idna' module"
+            ) from None
+
+        try:
+            return idna.encode(name.lower(), strict=True, std3_rules=True)
+        except idna.IDNAError:
+            raise LocationParseError(
+                f"Name '{name}' is not a valid IDNA label"
+            ) from None
+
+    return name.lower().encode("ascii")
+
+
+def _encode_target(target: str) -> str:
+    """Percent-encodes a request target so that there are no invalid characters
+
+    Pre-condition for this function is that 'target' must start with '/'.
+    If that is the case then _TARGET_RE will always produce a match.
+    """
+    match = _TARGET_RE.match(target)
+    if not match:  # Defensive:
+        raise LocationParseError(f"{target!r} is not a valid request URI")
+
+    path, query = match.groups()
+    encoded_target = _encode_invalid_chars(path, _PATH_CHARS)
+    if query is not None:
+        query = _encode_invalid_chars(query, _QUERY_CHARS)
+        encoded_target += "?" + query
+    return encoded_target
+
+
+def parse_url(url: str) -> Url:
+    """
+    Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
+    performed to parse incomplete urls. Fields not provided will be None.
+    This parser is RFC 3986 and RFC 6874 compliant.
+
+    The parser logic and helper functions are based heavily on
+    work done in the ``rfc3986`` module.
+
+    :param str url: URL to parse into a :class:`.Url` namedtuple.
+
+    Partly backwards-compatible with :mod:`urllib.parse`.
+
+    Example:
+
+    .. code-block:: python
+
+        import urllib3
+
+        print( urllib3.util.parse_url('http://google.com/mail/'))
+        # Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
+
+        print( urllib3.util.parse_url('google.com:80'))
+        # Url(scheme=None, host='google.com', port=80, path=None, ...)
+
+        print( urllib3.util.parse_url('/foo?bar'))
+        # Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
+    """
+    if not url:
+        # Empty
+        return Url()
+
+    source_url = url
+    if not _SCHEME_RE.search(url):
+        url = "//" + url
+
+    scheme: str | None
+    authority: str | None
+    auth: str | None
+    host: str | None
+    port: str | None
+    port_int: int | None
+    path: str | None
+    query: str | None
+    fragment: str | None
+
+    try:
+        scheme, authority, path, query, fragment = _URI_RE.match(url).groups()  # type: ignore[union-attr]
+        normalize_uri = scheme is None or scheme.lower() in _NORMALIZABLE_SCHEMES
+
+        if scheme:
+            scheme = scheme.lower()
+
+        if authority:
+            auth, _, host_port = authority.rpartition("@")
+            auth = auth or None
+            host, port = _HOST_PORT_RE.match(host_port).groups()  # type: ignore[union-attr]
+            if auth and normalize_uri:
+                auth = _encode_invalid_chars(auth, _USERINFO_CHARS)
+            if port == "":
+                port = None
+        else:
+            auth, host, port = None, None, None
+
+        if port is not None:
+            port_int = int(port)
+            if not (0 <= port_int <= 65535):
+                raise LocationParseError(url)
+        else:
+            port_int = None
+
+        host = _normalize_host(host, scheme)
+
+        if normalize_uri and path:
+            path = _remove_path_dot_segments(path)
+            path = _encode_invalid_chars(path, _PATH_CHARS)
+        if normalize_uri and query:
+            query = _encode_invalid_chars(query, _QUERY_CHARS)
+        if normalize_uri and fragment:
+            fragment = _encode_invalid_chars(fragment, _FRAGMENT_CHARS)
+
+    except (ValueError, AttributeError) as e:
+        raise LocationParseError(source_url) from e
+
+    # For the sake of backwards compatibility we put empty
+    # string values for path if there are any defined values
+    # beyond the path in the URL.
+    # TODO: Remove this when we break backwards compatibility.
+    if not path:
+        if query is not None or fragment is not None:
+            path = ""
+        else:
+            path = None
+
+    return Url(
+        scheme=scheme,
+        auth=auth,
+        host=host,
+        port=port_int,
+        path=path,
+        query=query,
+        fragment=fragment,
+    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
new file mode 100644
index 000000000..35c77e402
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
@@ -0,0 +1,42 @@
+from __future__ import annotations
+
+import typing
+from types import TracebackType
+
+
+def to_bytes(
+    x: str | bytes, encoding: str | None = None, errors: str | None = None
+) -> bytes:
+    if isinstance(x, bytes):
+        return x
+    elif not isinstance(x, str):
+        raise TypeError(f"not expecting type {type(x).__name__}")
+    if encoding or errors:
+        return x.encode(encoding or "utf-8", errors=errors or "strict")
+    return x.encode()
+
+
+def to_str(
+    x: str | bytes, encoding: str | None = None, errors: str | None = None
+) -> str:
+    if isinstance(x, str):
+        return x
+    elif not isinstance(x, bytes):
+        raise TypeError(f"not expecting type {type(x).__name__}")
+    if encoding or errors:
+        return x.decode(encoding or "utf-8", errors=errors or "strict")
+    return x.decode()
+
+
+def reraise(
+    tp: type[BaseException] | None,
+    value: BaseException,
+    tb: TracebackType | None = None,
+) -> typing.NoReturn:
+    try:
+        if value.__traceback__ is not tb:
+            raise value.with_traceback(tb)
+        raise value
+    finally:
+        value = None  # type: ignore[assignment]
+        tb = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
new file mode 100644
index 000000000..aeca0c7ad
--- /dev/null
+++ b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
@@ -0,0 +1,124 @@
+from __future__ import annotations
+
+import select
+import socket
+from functools import partial
+
+__all__ = ["wait_for_read", "wait_for_write"]
+
+
+# How should we wait on sockets?
+#
+# There are two types of APIs you can use for waiting on sockets: the fancy
+# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
+# select/poll. The stateful APIs are more efficient when you have a lots of
+# sockets to keep track of, because you can set them up once and then use them
+# lots of times. But we only ever want to wait on a single socket at a time
+# and don't want to keep track of state, so the stateless APIs are actually
+# more efficient. So we want to use select() or poll().
+#
+# Now, how do we choose between select() and poll()? On traditional Unixes,
+# select() has a strange calling convention that makes it slow, or fail
+# altogether, for high-numbered file descriptors. The point of poll() is to fix
+# that, so on Unixes, we prefer poll().
+#
+# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
+# for it), but that's OK, because on Windows, select() doesn't have this
+# strange calling convention; plain select() works fine.
+#
+# So: on Windows we use select(), and everywhere else we use poll(). We also
+# fall back to select() in case poll() is somehow broken or missing.
+
+
+def select_wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    rcheck = []
+    wcheck = []
+    if read:
+        rcheck.append(sock)
+    if write:
+        wcheck.append(sock)
+    # When doing a non-blocking connect, most systems signal success by
+    # marking the socket writable. Windows, though, signals success by marked
+    # it as "exceptional". We paper over the difference by checking the write
+    # sockets for both conditions. (The stdlib selectors module does the same
+    # thing.)
+    fn = partial(select.select, rcheck, wcheck, wcheck)
+    rready, wready, xready = fn(timeout)
+    return bool(rready or wready or xready)
+
+
+def poll_wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    if not read and not write:
+        raise RuntimeError("must specify at least one of read=True, write=True")
+    mask = 0
+    if read:
+        mask |= select.POLLIN
+    if write:
+        mask |= select.POLLOUT
+    poll_obj = select.poll()
+    poll_obj.register(sock, mask)
+
+    # For some reason, poll() takes timeout in milliseconds
+    def do_poll(t: float | None) -> list[tuple[int, int]]:
+        if t is not None:
+            t *= 1000
+        return poll_obj.poll(t)
+
+    return bool(do_poll(timeout))
+
+
+def _have_working_poll() -> bool:
+    # Apparently some systems have a select.poll that fails as soon as you try
+    # to use it, either due to strange configuration or broken monkeypatching
+    # from libraries like eventlet/greenlet.
+    try:
+        poll_obj = select.poll()
+        poll_obj.poll(0)
+    except (AttributeError, OSError):
+        return False
+    else:
+        return True
+
+
+def wait_for_socket(
+    sock: socket.socket,
+    read: bool = False,
+    write: bool = False,
+    timeout: float | None = None,
+) -> bool:
+    # We delay choosing which implementation to use until the first time we're
+    # called. We could do it at import time, but then we might make the wrong
+    # decision if someone goes wild with monkeypatching select.poll after
+    # we're imported.
+    global wait_for_socket
+    if _have_working_poll():
+        wait_for_socket = poll_wait_for_socket
+    elif hasattr(select, "select"):
+        wait_for_socket = select_wait_for_socket
+    return wait_for_socket(sock, read, write, timeout)
+
+
+def wait_for_read(sock: socket.socket, timeout: float | None = None) -> bool:
+    """Waits for reading to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, read=True, timeout=timeout)
+
+
+def wait_for_write(sock: socket.socket, timeout: float | None = None) -> bool:
+    """Waits for writing to be available on a given socket.
+    Returns True if the socket is readable, or False if the timeout expired.
+    """
+    return wait_for_socket(sock, write=True, timeout=timeout)
diff --git a/eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-menu-expand.png b/eventbridge-bedrock-s3-aoss/images/bedrock-menu-expand.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-menu-expand.png
rename to eventbridge-bedrock-s3-aoss/images/bedrock-menu-expand.png
diff --git a/eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-search.png b/eventbridge-bedrock-s3-aoss/images/bedrock-search.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/bedrock_setup/bedrock-search.png
rename to eventbridge-bedrock-s3-aoss/images/bedrock-search.png
diff --git a/eventbridge-bedrock-s3-aoss/test_screenshots/cloudtrail-eventhistory.png b/eventbridge-bedrock-s3-aoss/images/cloudtrail-eventhistory.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/test_screenshots/cloudtrail-eventhistory.png
rename to eventbridge-bedrock-s3-aoss/images/cloudtrail-eventhistory.png
diff --git a/eventbridge-bedrock-s3-aoss/images/cloudwatch-log.png b/eventbridge-bedrock-s3-aoss/images/cloudwatch-log.png
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diff --git a/eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-link.png b/eventbridge-bedrock-s3-aoss/images/model-access-link.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-link.png
rename to eventbridge-bedrock-s3-aoss/images/model-access-link.png
diff --git a/eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view-2.png b/eventbridge-bedrock-s3-aoss/images/model-access-view-2.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view-2.png
rename to eventbridge-bedrock-s3-aoss/images/model-access-view-2.png
diff --git a/eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view.png b/eventbridge-bedrock-s3-aoss/images/model-access-view.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/bedrock_setup/model-access-view.png
rename to eventbridge-bedrock-s3-aoss/images/model-access-view.png
diff --git a/eventbridge-bedrock-s3-aoss/bedrock_setup/region-selection.png b/eventbridge-bedrock-s3-aoss/images/region-selection.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/bedrock_setup/region-selection.png
rename to eventbridge-bedrock-s3-aoss/images/region-selection.png
diff --git a/eventbridge-bedrock-s3-aoss/test_screenshots/startingestionjob-event.png b/eventbridge-bedrock-s3-aoss/images/startingestionjob-event.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/test_screenshots/startingestionjob-event.png
rename to eventbridge-bedrock-s3-aoss/images/startingestionjob-event.png
diff --git a/eventbridge-bedrock-s3-aoss/bedrock_setup/submit.png b/eventbridge-bedrock-s3-aoss/images/submit.png
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/bedrock_setup/submit.png
rename to eventbridge-bedrock-s3-aoss/images/submit.png
diff --git a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
index 87558f93b..fd3ce8e03 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
@@ -11,7 +11,7 @@
 
 class KnowledgeBaseLoggingStack(Stack):
 
-    def __init__(self, scope: Construct, construct_id: str, stack_suffix,
+    def __init__(self, scope: Construct, construct_id: str,
                  knowledge_base_id,
                  **kwargs) -> None:
         super().__init__(scope, construct_id, **kwargs)
@@ -37,3 +37,5 @@ def __init__(self, scope: Construct, construct_id: str, stack_suffix,
             delivery_destination_arn=cfn_delivery_destination.attr_arn,
             delivery_source_name=cfn_delivery_source.name,
         )
+        cfn_delivery.node.add_dependency(cfn_delivery_destination)
+        cfn_delivery.node.add_dependency(cfn_delivery_source)
diff --git a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
index 2dd0ccbd9..23b2211f2 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
@@ -6,12 +6,12 @@
     aws_s3 as s3,
     aws_opensearchserverless as aoss,
     aws_iam as iam,
+    aws_logs as logs,
 )
 from constructs import Construct
 
 class BedrockKnowledgebaseStack(Stack):
     def __init__(self, scope: Construct, construct_id: str,
-                 stack_suffix,
                  cfn_aoss_collection_arn,
                  index_name,
                  bedrock_kb_service_role_arn,
@@ -25,19 +25,21 @@ def __init__(self, scope: Construct, construct_id: str,
         metadata_field = BEDROCK_KNOWLEDGEBASE_PARAMS['vector_index_metadata_field']
         text_field = BEDROCK_KNOWLEDGEBASE_PARAMS['vector_index_text_field']
         vector_field = BEDROCK_KNOWLEDGEBASE_PARAMS['vector_index_vector_field']
-        s3_bucket_name = f"{BEDROCK_KNOWLEDGEBASE_PARAMS['s3_bucket_name_prefix']}-{stack_suffix.lower()}"
+        knowledge_base_name = BEDROCK_KNOWLEDGEBASE_PARAMS['knowledge_base_name']
+        kb_s3_datasource_name = BEDROCK_KNOWLEDGEBASE_PARAMS['kb_s3_datasource_name']
+        kb_cw_log_group_name_prefix = BEDROCK_KNOWLEDGEBASE_PARAMS['kb_cw_log_group_name_prefix']
+        bedrock_kb_log_delivery_source = BEDROCK_KNOWLEDGEBASE_PARAMS['bedrock_kb_log_delivery_source']
 
         #Create an S3 bucket to store the data files needed for RAG Knowledge Base
         knowledgebase_datasource_bucket = s3.Bucket(
             self,
             "KBDataSourceS3Bucket",
-            bucket_name=s3_bucket_name,
             public_read_access=False
         )
-                                  
+            
         #Create the Bedrock Knowledge Base with the s3 bucket as knowledge base
         bedrock_knowledgebase = bedrock.CfnKnowledgeBase(self, "BedrockKB",
-            name=f"knowledge-base-{stack_suffix}",
+            name=knowledge_base_name,
             knowledge_base_configuration=bedrock.CfnKnowledgeBase.KnowledgeBaseConfigurationProperty(
                 type="VECTOR",
                 vector_knowledge_base_configuration=bedrock.CfnKnowledgeBase.VectorKnowledgeBaseConfigurationProperty(
@@ -61,9 +63,11 @@ def __init__(self, scope: Construct, construct_id: str,
             description="RAG Knowledge Base for Amazon Bedrock"
         )
         
+        
+        knowledge_base_id = bedrock_knowledgebase.attr_knowledge_base_id
         #Add a KB datasource with S3 datasource configuration
         knowledgebase_datasource = bedrock.CfnDataSource(self, "BedrockKBDataSource",
-            name=f"bedrock_kb_datasource-{stack_suffix}",
+            name=kb_s3_datasource_name,
             description="Bedrock Knowledgebase DataSource Configuration",
             data_source_configuration=bedrock.CfnDataSource.DataSourceConfigurationProperty(
                 s3_configuration=bedrock.CfnDataSource.S3DataSourceConfigurationProperty(
@@ -80,10 +84,34 @@ def __init__(self, scope: Construct, construct_id: str,
                     )
                 )
             ),
-            knowledge_base_id=bedrock_knowledgebase.attr_knowledge_base_id,
+            knowledge_base_id=knowledge_base_id,
+        )
+        cfn_log_group = logs.CfnLogGroup(self, "BedrockKBLogGroup",
+            log_group_name=f"{kb_cw_log_group_name_prefix}-{knowledge_base_id}",
+            retention_in_days=14,
+        )
+
+        cfn_delivery_destination = logs.CfnDeliveryDestination(self, "BedrockKBDeliveryDestination",
+            name="BedrockKBDeliveryDestination",
+            destination_resource_arn=cfn_log_group.attr_arn
         )
+        cfn_delivery_source = logs.CfnDeliverySource(self, "BedrockKBDeliverySource",
+            name=bedrock_kb_log_delivery_source,
+            log_type="APPLICATION_LOGS",
+            resource_arn=f"arn:aws:bedrock:{self.region}:{self.account}:knowledge-base/{knowledge_base_id}"
+        )
+        
+        cfn_delivery = logs.CfnDelivery(self, "BedrockKBDelivery",
+            delivery_destination_arn=cfn_delivery_destination.attr_arn,
+            delivery_source_name=cfn_delivery_source.name,
+        )
+        cfn_delivery.node.add_dependency(cfn_delivery_destination)
+        cfn_delivery.node.add_dependency(cfn_delivery_source)
+
         self.knowledge_base_id = bedrock_knowledgebase.attr_knowledge_base_id
         self.knowledgebase_datasource_id = knowledgebase_datasource.attr_data_source_id
+        self.bucket_name = knowledgebase_datasource_bucket.bucket_name
         CfnOutput(
             self, "knowledge_base_id", value=self.knowledge_base_id,export_name="knowledgeBaseId")
-        CfnOutput(self, "data_source_id", value=self.knowledgebase_datasource_id, export_name="DataSourceId")
\ No newline at end of file
+        CfnOutput(self, "data_source_id", value=self.knowledgebase_datasource_id, export_name="DataSourceId")
+        CfnOutput(self, "bucket_name", value=self.bucket_name, export_name="DataSourceBucketName")
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/stacks/bedrock_service_role_stack.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_service_role_stack.py
index 63ad8d91d..ffa6592db 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/bedrock_service_role_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/bedrock_service_role_stack.py
@@ -8,17 +8,15 @@
 
 class BedrockServiceRoleStack(Stack):
     def __init__(self, scope: Construct, construct_id: str,
-                 stack_suffix,
                  **kwargs) -> None:
         super().__init__(scope, construct_id, **kwargs)
 
-        #setup variables for use in constructs
-        BEDROCK_KNOWLEDGEBASE_PARAMS = self.node.try_get_context('bedrock_knowledgebase_params')
-        s3_bucket_name = f"{BEDROCK_KNOWLEDGEBASE_PARAMS['s3_bucket_name_prefix']}-{stack_suffix.lower()}"
-
         #Create an IAM Service Role for Bedrock Knowledge Base
         bedrock_kb_service_role = iam.Role(self, "BedrockKBServiceRole",
             role_name="BedrockKBServiceRole",
+            managed_policies=[
+                iam.ManagedPolicy.from_aws_managed_policy_name("AmazonS3ReadOnlyAccess"),
+            ],
             inline_policies={
                 "StartIngestionJob": iam.PolicyDocument(
                     statements=[
@@ -36,19 +34,6 @@ def __init__(self, scope: Construct, construct_id: str,
                         )
                     ]
                 ),
-                "S3DataSourceAccess": iam.PolicyDocument(
-                    statements=[
-                        iam.PolicyStatement(
-                            actions=["s3:GetObject", "s3:ListBucket"],
-                            resources=[f"arn:aws:s3:::{s3_bucket_name}", f"arn:aws:s3:::{s3_bucket_name}/*"],
-                            conditions={
-                                "StringEquals": {
-                                    "aws:PrincipalAcccount":self.account
-                                }
-                            }
-                        )
-                    ]
-                ),
                 "OpenSearchServerlessAccess": iam.PolicyDocument(
                     statements=[
                         iam.PolicyStatement(
diff --git a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
index 3e2725a78..d64cb13d1 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
@@ -11,41 +11,11 @@
 
 class IngestionJobResourcesStack(Stack):
 
-    def __init__(self, scope: Construct, construct_id: str, stack_suffix,
+    def __init__(self, scope: Construct, construct_id: str,
                  knowledge_base_id, 
                  data_source_id, **kwargs) -> None:
         super().__init__(scope, construct_id, **kwargs)
 
-        admin_role_name = self.node.try_get_context('admin_role_name')
-        admin_role_arn = f"arn:aws:iam::{self.account}:role/{admin_role_name}"
-        
-        dead_letter_queue = sqs.Queue(
-            self, "BedrockKBDataSourceSyncDLQ",
-            queue_name=f"BedrockKBDatSourceSyncDLQ-{stack_suffix}",
-            retention_period=Duration.days(14),
-            visibility_timeout=Duration.seconds(120),
-        )
-        dead_letter_queue.add_to_resource_policy(
-            iam.PolicyStatement(
-                actions=["sqs:*"],
-                effect=iam.Effect.ALLOW,
-                resources=[dead_letter_queue.queue_arn],
-                principals=[iam.ArnPrincipal(
-                    admin_role_arn
-                )]
-            )   
-        )
-        dead_letter_queue.add_to_resource_policy(
-            iam.PolicyStatement(
-                actions=["sqs:SendMessage"],
-                effect=iam.Effect.ALLOW,
-                resources=[dead_letter_queue.queue_arn],
-                principals=[iam.ServicePrincipal(
-                    "scheduler.amazonaws.com"
-                )]
-            )
-        )
-
         #Create an IAM Service Role for Bedrock Knowledge Base
         eventbridge_scheduler_role = iam.Role(self, "EventBridgeSchedulerRole",
             role_name="EventBridgeSchedulerRole",
@@ -55,12 +25,6 @@ def __init__(self, scope: Construct, construct_id: str, stack_suffix,
                         iam.PolicyStatement(
                             actions=["bedrock:StartIngestionJob"],
                             resources=["*"]
-                        ),
-                        iam.PolicyStatement(
-                            actions=["sqs:SendMessage"],
-                            resources=[
-                                dead_letter_queue.queue_arn
-                            ]
                         )
                     ]
                 )
@@ -74,12 +38,9 @@ def __init__(self, scope: Construct, construct_id: str, stack_suffix,
             )
         )
         
-        cfn_schedule_group = scheduler.CfnScheduleGroup(self, "BedrockKBSyncScheduleGroup",
-            name="BedrockKBSyncScheduleGroup"
-        )
+        cfn_schedule_group = scheduler.CfnScheduleGroup(self, "BedrockKBSyncScheduleGroup")
         cfn_schedule = scheduler.CfnSchedule(self, "BedrockKBDataSourceSyncSchedule",
             description="Schedule to Sync Bedrock Knowledge Base Data Source Periodically",
-            name="BedrockKBDataSourceSyncSchedule",
             group_name=cfn_schedule_group.name,
             flexible_time_window=scheduler.CfnSchedule.FlexibleTimeWindowProperty(
                 mode="OFF"
@@ -89,9 +50,6 @@ def __init__(self, scope: Construct, construct_id: str, stack_suffix,
             target=scheduler.CfnSchedule.TargetProperty(
                 arn="arn:aws:scheduler:::aws-sdk:bedrockagent:startIngestionJob",
                 role_arn=eventbridge_scheduler_role.role_arn,
-                dead_letter_config = scheduler.CfnSchedule.DeadLetterConfigProperty(
-                    arn=dead_letter_queue.queue_arn
-                ),
                 input="{\"KnowledgeBaseId\":\""+knowledge_base_id+"\",\"DataSourceId\":\""+data_source_id+"\"}"
             )
-        )        
+        ) 
diff --git a/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py b/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
index 4b9f31d54..47a199f68 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
@@ -1,6 +1,7 @@
 import json
 from aws_cdk import (
     Duration,
+    Names,
     RemovalPolicy,
     Stack,
     aws_lambda as _lambda,
@@ -13,18 +14,15 @@
 
 class OpenSearchServerlessStack(Stack):
     def __init__(self, scope: Construct, construct_id: str,
-            stack_suffix,
             bedrock_kb_service_role_arn,
             **kwargs) -> None:
 
         super().__init__(scope, construct_id, **kwargs)
-                
+
         #retrieve the context parameters that would be used in creating the resources
         OPENSEARCH_SERVERLESS_PARAMS = self.node.try_get_context('opensearch_serverless_params')
-        collection_name = f"{OPENSEARCH_SERVERLESS_PARAMS['collection_name_prefix']}-{stack_suffix}".lower()
-        index_name = f"{OPENSEARCH_SERVERLESS_PARAMS['index_name_prefix']}-{stack_suffix}".lower()
-        admin_role_name = self.node.try_get_context('admin_role_name')
-        admin_role_arn = f"arn:aws:iam::{self.account}:role/{admin_role_name}"
+        collection_name = OPENSEARCH_SERVERLESS_PARAMS['collection_name']
+        index_name = f"{OPENSEARCH_SERVERLESS_PARAMS['index_name']}"
 
         # Index Creation Lambda Role
         create_aoss_index_lambda_role = iam.Role(self, "create-index-lambda-role",
@@ -100,7 +98,6 @@ def __init__(self, scope: Construct, construct_id: str,
                 "ResourceType": "index"
             }],
             "Principal": [
-                admin_role_arn,
                 create_aoss_index_lambda_role.role_arn,
                 bedrock_kb_service_role_arn
             ]
@@ -156,7 +153,8 @@ def __init__(self, scope: Construct, construct_id: str,
             role=iam.Role.from_role_arn(self, "LambdaRole", create_aoss_index_lambda_role.role_arn),
             layers=[layer]
         ) 
-
+        create_aoss_index_function.node.add_dependency(layer)
+        
         #Create the Custom Resource Provider backed by Lambda Function
         crProvider = custom_resources.Provider(
             self, 'CreateAOSSIndexCustomResourceProvider',

From a532873df4ea99cd2493d4e75337de9c5ac0f805 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Thu, 18 Jul 2024 23:14:47 +0100
Subject: [PATCH 20/37] updated to fix stack issues

---
 .../python/Events-0.5.dist-info/AUTHORS       |   18 -
 .../python/Events-0.5.dist-info/INSTALLER     |    1 -
 .../python/Events-0.5.dist-info/LICENSE       |   33 -
 .../python/Events-0.5.dist-info/METADATA      |  130 -
 .../layers/python/Events-0.5.dist-info/RECORD |   15 -
 .../layers/python/Events-0.5.dist-info/WHEEL  |    5 -
 .../python/Events-0.5.dist-info/top_level.txt |    1 -
 .../functions/layers/python/bin/normalizer    |    8 -
 .../certifi-2024.7.4.dist-info/INSTALLER      |    1 -
 .../python/certifi-2024.7.4.dist-info/LICENSE |   20 -
 .../certifi-2024.7.4.dist-info/METADATA       |   67 -
 .../python/certifi-2024.7.4.dist-info/RECORD  |   14 -
 .../python/certifi-2024.7.4.dist-info/WHEEL   |    5 -
 .../certifi-2024.7.4.dist-info/top_level.txt  |    1 -
 .../layers/python/certifi/__init__.py         |    4 -
 .../layers/python/certifi/__main__.py         |   12 -
 .../layers/python/certifi/cacert.pem          | 4798 ---------
 .../functions/layers/python/certifi/core.py   |  114 -
 .../functions/layers/python/certifi/py.typed  |    0
 .../INSTALLER                                 |    1 -
 .../LICENSE                                   |   21 -
 .../METADATA                                  |  683 --
 .../charset_normalizer-3.3.2.dist-info/RECORD |   35 -
 .../charset_normalizer-3.3.2.dist-info/WHEEL  |    5 -
 .../entry_points.txt                          |    2 -
 .../top_level.txt                             |    1 -
 .../python/charset_normalizer/__init__.py     |   46 -
 .../python/charset_normalizer/__main__.py     |    4 -
 .../layers/python/charset_normalizer/api.py   |  626 --
 .../layers/python/charset_normalizer/cd.py    |  395 -
 .../python/charset_normalizer/cli/__init__.py |    6 -
 .../python/charset_normalizer/cli/__main__.py |  296 -
 .../python/charset_normalizer/constant.py     | 1995 ----
 .../python/charset_normalizer/legacy.py       |   54 -
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 .../layers/python/charset_normalizer/md.py    |  615 --
 .../md__mypyc.cpython-311-darwin.so           |  Bin 215680 -> 0 bytes
 .../python/charset_normalizer/models.py       |  340 -
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 .../layers/python/dateutil/__init__.py        |   24 -
 .../layers/python/dateutil/_common.py         |   43 -
 .../layers/python/dateutil/_version.py        |    4 -
 .../layers/python/dateutil/easter.py          |   89 -
 .../layers/python/dateutil/parser/__init__.py |   61 -
 .../layers/python/dateutil/parser/_parser.py  | 1613 ----
 .../python/dateutil/parser/isoparser.py       |  416 -
 .../layers/python/dateutil/relativedelta.py   |  599 --
 .../functions/layers/python/dateutil/rrule.py | 1737 ----
 .../layers/python/dateutil/tz/__init__.py     |   12 -
 .../layers/python/dateutil/tz/_common.py      |  419 -
 .../layers/python/dateutil/tz/_factories.py   |   80 -
 .../functions/layers/python/dateutil/tz/tz.py | 1849 ----
 .../layers/python/dateutil/tz/win.py          |  370 -
 .../functions/layers/python/dateutil/tzwin.py |    2 -
 .../functions/layers/python/dateutil/utils.py |   71 -
 .../python/dateutil/zoneinfo/__init__.py      |  167 -
 .../zoneinfo/dateutil-zoneinfo.tar.gz         |  Bin 156400 -> 0 bytes
 .../python/dateutil/zoneinfo/rebuild.py       |   75 -
 .../layers/python/events/__init__.py          |    9 -
 .../functions/layers/python/events/events.py  |  120 -
 .../layers/python/events/tests/__init__.py    |    0
 .../layers/python/events/tests/tests.py       |  178 -
 .../python/idna-3.7.dist-info/INSTALLER       |    1 -
 .../python/idna-3.7.dist-info/LICENSE.md      |   31 -
 .../layers/python/idna-3.7.dist-info/METADATA |  243 -
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 .../functions/layers/python/idna/__init__.py  |   44 -
 .../functions/layers/python/idna/codec.py     |  118 -
 .../functions/layers/python/idna/compat.py    |   13 -
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 .../functions/layers/python/idna/py.typed     |    0
 .../functions/layers/python/idna/uts46data.py | 8598 -----------------
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 .../opensearch_py-2.6.0.dist-info/LICENSE.txt |  201 -
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 .../opensearch_py-2.6.0.dist-info/NOTICE.txt  |    8 -
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
deleted file mode 100644
index c5b03b212..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/AUTHORS
+++ /dev/null
@@ -1,18 +0,0 @@
-Eve is written and maintained by Nicola Iarocci and various contributors:
-
-Development Lead
-````````````````
-
-- Nicola Iarocci <nicola@nicolaiarocci.com>
-
-Patches and Suggestions
-```````````````````````
-
-- Anfernee Jervis
-- Cailean Parker
-- Eric Smith
-- Evan Klitzke
-- Lucas Fernando Nunes
-- Michael Kennedy
-- Thomas Hanssen Nornes
-- Øyvind Heddeland Instefjord
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
deleted file mode 100644
index afe9010b7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/LICENSE
+++ /dev/null
@@ -1,33 +0,0 @@
-Copyright (c) 2017 by Nicola Iarocci and contributors.  See AUTHORS
-for more details.
-
-Some rights reserved.
-
-Redistribution and use in source and binary forms of the software as well
-as documentation, with or without modification, are permitted provided
-that the following conditions are met:
-
-* Redistributions of source code must retain the above copyright
-  notice, this list of conditions and the following disclaimer.
-
-* Redistributions in binary form must reproduce the above
-  copyright notice, this list of conditions and the following
-  disclaimer in the documentation and/or other materials provided
-  with the distribution.
-
-* The names of the contributors may not be used to endorse or
-  promote products derived from this software without specific
-  prior written permission.
-
-THIS SOFTWARE AND DOCUMENTATION IS PROVIDED BY THE COPYRIGHT HOLDERS AND
-CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT
-NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
-OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
-EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
-PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE AND DOCUMENTATION, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
-DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
deleted file mode 100644
index 9c325251e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/METADATA
+++ /dev/null
@@ -1,130 +0,0 @@
-Metadata-Version: 2.1
-Name: Events
-Version: 0.5
-Summary: Bringing the elegance of C# EventHandler to Python
-Home-page: http://github.com/pyeve/events
-Author: Nicola Iarocci
-Author-email: nicola@nicolaiarocci.com
-License: BSD
-Platform: any
-Classifier: Development Status :: 4 - Beta
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: BSD License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 2.7
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.4
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Topic :: Software Development
-License-File: LICENSE
-License-File: AUTHORS
-
-Events 
-------
-
-The C# language provides a handy way to declare, subscribe to and fire events.
-Technically, an event is a "slot" where callback functions (event handlers) can
-be attached to - a process referred to as subscribing to an event. Here is
-a handy package that encapsulates the core to event subscription and event
-firing and feels like a "natural" part of the language.
-
-::
- 
-    >>> def something_changed(reason): 
-    ...     print "something changed because %s" % reason 
-
-    >>> from events import Events
-    >>> events = Events()
-    >>> events.on_change += something_changed
-
-Multiple callback functions can subscribe to the same event. When the event is
-fired, all attached event handlers are invoked in sequence. To fire the event,
-perform a call on the slot: 
-
-::
-
-    >>> events.on_change('it had to happen')
-    'something changed because it had to happen'
-
-By default, Events does not check if an event can be subscribed to and fired.
-You can predefine events by subclassing Events and listing them. Attempts to
-subscribe to or fire an undefined event will raise an EventsException.
-
-::
-
-    >>> class MyEvents(Events):
-    ...     __events__ = ('on_this', 'on_that', )
-
-    >>> events = MyEvents()
-
-    # this will raise an EventsException as `on_change` is unknown to MyEvents:
-    >>> events.on_change += something_changed
-
-You can also predefine events for a single Events instance by passing an
-iterator to the constructor.
-
-::
-
-    >>> events = Events(('on_this', 'on_that'))
-
-    # this will raise an EventsException as `on_change` is unknown to events:
-    >>> events.on_change += something_changed
-
-
-Unsubscribing
--------------
-There may come a time when you no longer want to be notified of an event. In
-this case, you unsubscribe in the natural counterpart to `+=` by using `-=`.
-
-::
-
-    # We no longer want to be notified, take us out of the event callback list
-    >>> events.on_change -= something_changed
-
-
-You may also want to unsubscribe for memory management reasons. The `Events()` instance
-will hold a reference `something_changed`. If this is a member method of an object,
-and the lifetime of the `Events()` instance is greater than that object, it will keep
-it around longer than would be the normal case.
-
-Documentation
--------------
-Complete documentation is available at http://events.readthedocs.org
-
-Installing
-----------
-Events is on PyPI so all you need to do is:
-
-::
-
-    pip install events
-
-Testing
--------
-Just run:
-
-::
-
-    python setup.py test
-
-Or use tox to test the package under all supported Pythons: 2.7, 3.4+
-
-Licensing
-----------
-Events is BSD licensed. See the LICENSE_ for details.
-
-Contributing
-------------
-Please see the `Contribution Guidelines`_.
-
-Attribution
------------
-Based on the excellent recipe by `Zoran Isailovski`_, Copyright (c) 2005.
-
-.. _`Contribution Guidelines`: https://github.com/pyeve/events/blob/master/CONTRIBUTING.rst
-.. _LICENSE: https://github.com/pyeve/events/blob/master/LICENSE 
-.. _`Zoran Isailovski`: http://code.activestate.com/recipes/410686/
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
deleted file mode 100644
index c297d6c56..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/RECORD
+++ /dev/null
@@ -1,15 +0,0 @@
-Events-0.5.dist-info/AUTHORS,sha256=KrNix_TzJ5_bqpohnheSj_RtNdGNL5UUcSIcWjYFbWY,363
-Events-0.5.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-Events-0.5.dist-info/LICENSE,sha256=F75eab-KdESM-ikG-qm3n7AAqfBt7Re7mxUf9VOh8xM,1582
-Events-0.5.dist-info/METADATA,sha256=e0L-BkyHy_oNw2ICX5M51HJOLMFBJiuIXRqrSBG_Xps,3946
-Events-0.5.dist-info/RECORD,,
-Events-0.5.dist-info/WHEEL,sha256=pkctZYzUS4AYVn6dJ-7367OJZivF2e8RA9b_ZBjif18,92
-Events-0.5.dist-info/top_level.txt,sha256=NN1We94mMH6H4ZlvM9ciFeDVZzIic4v8JrqgZv3-rf0,7
-events/__init__.py,sha256=YID2JDUGaSVV7i5Z8z2xiSV9Nw-upHsQWQRCKEIOFBg,155
-events/__pycache__/__init__.cpython-311.pyc,,
-events/__pycache__/events.cpython-311.pyc,,
-events/events.py,sha256=khkrckY2l3mDm30KvyUdnMgdfLDvqZYurFFTBS-4B7U,3410
-events/tests/__init__.py,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-events/tests/__pycache__/__init__.cpython-311.pyc,,
-events/tests/__pycache__/tests.cpython-311.pyc,,
-events/tests/tests.py,sha256=Z71_dVnKLGkZ03YKGvuMbxwK8KOtjo9Tuf3atUDvuH4,5207
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
deleted file mode 100644
index 1f37c02f2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.40.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
deleted file mode 100644
index 49a967f60..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/Events-0.5.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-events
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer b/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
deleted file mode 100755
index ca2fbb45f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/bin/normalizer
+++ /dev/null
@@ -1,8 +0,0 @@
-#!/Users/rajavaid/projects/serverless-patterns/eventbridge-bedrock-s3-aoss/.venv/bin/python3.11
-# -*- coding: utf-8 -*-
-import re
-import sys
-from charset_normalizer.cli import cli_detect
-if __name__ == '__main__':
-    sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
-    sys.exit(cli_detect())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
deleted file mode 100644
index 62b076cde..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/LICENSE
+++ /dev/null
@@ -1,20 +0,0 @@
-This package contains a modified version of ca-bundle.crt:
-
-ca-bundle.crt -- Bundle of CA Root Certificates
-
-This is a bundle of X.509 certificates of public Certificate Authorities
-(CA). These were automatically extracted from Mozilla's root certificates
-file (certdata.txt).  This file can be found in the mozilla source tree:
-https://hg.mozilla.org/mozilla-central/file/tip/security/nss/lib/ckfw/builtins/certdata.txt
-It contains the certificates in PEM format and therefore
-can be directly used with curl / libcurl / php_curl, or with
-an Apache+mod_ssl webserver for SSL client authentication.
-Just configure this file as the SSLCACertificateFile.#
-
-***** BEGIN LICENSE BLOCK *****
-This Source Code Form is subject to the terms of the Mozilla Public License,
-v. 2.0. If a copy of the MPL was not distributed with this file, You can obtain
-one at http://mozilla.org/MPL/2.0/.
-
-***** END LICENSE BLOCK *****
-@(#) $RCSfile: certdata.txt,v $ $Revision: 1.80 $ $Date: 2011/11/03 15:11:58 $
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
deleted file mode 100644
index 5b357f5ff..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/METADATA
+++ /dev/null
@@ -1,67 +0,0 @@
-Metadata-Version: 2.1
-Name: certifi
-Version: 2024.7.4
-Summary: Python package for providing Mozilla's CA Bundle.
-Home-page: https://github.com/certifi/python-certifi
-Author: Kenneth Reitz
-Author-email: me@kennethreitz.com
-License: MPL-2.0
-Project-URL: Source, https://github.com/certifi/python-certifi
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Mozilla Public License 2.0 (MPL 2.0)
-Classifier: Natural Language :: English
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Requires-Python: >=3.6
-License-File: LICENSE
-
-Certifi: Python SSL Certificates
-================================
-
-Certifi provides Mozilla's carefully curated collection of Root Certificates for
-validating the trustworthiness of SSL certificates while verifying the identity
-of TLS hosts. It has been extracted from the `Requests`_ project.
-
-Installation
-------------
-
-``certifi`` is available on PyPI. Simply install it with ``pip``::
-
-    $ pip install certifi
-
-Usage
------
-
-To reference the installed certificate authority (CA) bundle, you can use the
-built-in function::
-
-    >>> import certifi
-
-    >>> certifi.where()
-    '/usr/local/lib/python3.7/site-packages/certifi/cacert.pem'
-
-Or from the command line::
-
-    $ python -m certifi
-    /usr/local/lib/python3.7/site-packages/certifi/cacert.pem
-
-Enjoy!
-
-.. _`Requests`: https://requests.readthedocs.io/en/master/
-
-Addition/Removal of Certificates
---------------------------------
-
-Certifi does not support any addition/removal or other modification of the
-CA trust store content. This project is intended to provide a reliable and
-highly portable root of trust to python deployments. Look to upstream projects
-for methods to use alternate trust.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
deleted file mode 100644
index 545e0ab3b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/RECORD
+++ /dev/null
@@ -1,14 +0,0 @@
-certifi-2024.7.4.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-certifi-2024.7.4.dist-info/LICENSE,sha256=6TcW2mucDVpKHfYP5pWzcPBpVgPSH2-D8FPkLPwQyvc,989
-certifi-2024.7.4.dist-info/METADATA,sha256=L9_EuPoQQvHFzxu03_ctaEZxhEty7inz569jGWjlLGo,2221
-certifi-2024.7.4.dist-info/RECORD,,
-certifi-2024.7.4.dist-info/WHEEL,sha256=y4mX-SOX4fYIkonsAGA5N0Oy-8_gI4FXw5HNI1xqvWg,91
-certifi-2024.7.4.dist-info/top_level.txt,sha256=KMu4vUCfsjLrkPbSNdgdekS-pVJzBAJFO__nI8NF6-U,8
-certifi/__init__.py,sha256=LHXz7E80YJYBzCBv6ZyidQ5-ciYSkSebpY2E5OM0l7o,94
-certifi/__main__.py,sha256=xBBoj905TUWBLRGANOcf7oi6e-3dMP4cEoG9OyMs11g,243
-certifi/__pycache__/__init__.cpython-311.pyc,,
-certifi/__pycache__/__main__.cpython-311.pyc,,
-certifi/__pycache__/core.cpython-311.pyc,,
-certifi/cacert.pem,sha256=SIupYGAr8HzGP073rsEIaS_sQYIPwzKKjj894DgUmu4,291528
-certifi/core.py,sha256=qRDDFyXVJwTB_EmoGppaXU_R9qCZvhl-EzxPMuV3nTA,4426
-certifi/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
deleted file mode 100644
index 564c6724e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: setuptools (70.2.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
deleted file mode 100644
index 963eac530..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi-2024.7.4.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-certifi
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
deleted file mode 100644
index d321f1bc3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__init__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from .core import contents, where
-
-__all__ = ["contents", "where"]
-__version__ = "2024.07.04"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
deleted file mode 100644
index 8945b5da8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/__main__.py
+++ /dev/null
@@ -1,12 +0,0 @@
-import argparse
-
-from certifi import contents, where
-
-parser = argparse.ArgumentParser()
-parser.add_argument("-c", "--contents", action="store_true")
-args = parser.parse_args()
-
-if args.contents:
-    print(contents())
-else:
-    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
deleted file mode 100644
index a6581589b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/cacert.pem
+++ /dev/null
@@ -1,4798 +0,0 @@
-
-# Issuer: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
-# Subject: CN=GlobalSign Root CA O=GlobalSign nv-sa OU=Root CA
-# Label: "GlobalSign Root CA"
-# Serial: 4835703278459707669005204
-# MD5 Fingerprint: 3e:45:52:15:09:51:92:e1:b7:5d:37:9f:b1:87:29:8a
-# SHA1 Fingerprint: b1:bc:96:8b:d4:f4:9d:62:2a:a8:9a:81:f2:15:01:52:a4:1d:82:9c
-# SHA256 Fingerprint: eb:d4:10:40:e4:bb:3e:c7:42:c9:e3:81:d3:1e:f2:a4:1a:48:b6:68:5c:96:e7:ce:f3:c1:df:6c:d4:33:1c:99
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
-# Subject: CN=Entrust.net Certification Authority (2048) O=Entrust.net OU=www.entrust.net/CPS_2048 incorp. by ref. (limits liab.)/(c) 1999 Entrust.net Limited
-# Label: "Entrust.net Premium 2048 Secure Server CA"
-# Serial: 946069240
-# MD5 Fingerprint: ee:29:31:bc:32:7e:9a:e6:e8:b5:f7:51:b4:34:71:90
-# SHA1 Fingerprint: 50:30:06:09:1d:97:d4:f5:ae:39:f7:cb:e7:92:7d:7d:65:2d:34:31
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
-# Subject: CN=Baltimore CyberTrust Root O=Baltimore OU=CyberTrust
-# Label: "Baltimore CyberTrust Root"
-# Serial: 33554617
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-
-# Issuer: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
-# Subject: CN=Entrust Root Certification Authority O=Entrust, Inc. OU=www.entrust.net/CPS is incorporated by reference/(c) 2006 Entrust, Inc.
-# Label: "Entrust Root Certification Authority"
-# Serial: 1164660820
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-# Issuer: CN=AAA Certificate Services O=Comodo CA Limited
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-# Label: "QuoVadis Root CA 2"
-# Serial: 1289
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=QuoVadis Root CA 3 O=QuoVadis Limited
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-# Label: "QuoVadis Root CA 3"
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-# Issuer: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
-# Subject: CN=XRamp Global Certification Authority O=XRamp Security Services Inc OU=www.xrampsecurity.com
-# Label: "XRamp Global CA Root"
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
-# Subject: O=The Go Daddy Group, Inc. OU=Go Daddy Class 2 Certification Authority
-# Label: "Go Daddy Class 2 CA"
-# Serial: 0
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------BEGIN CERTIFICATE-----
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-# Subject: O=Starfield Technologies, Inc. OU=Starfield Class 2 Certification Authority
-# Label: "Starfield Class 2 CA"
-# Serial: 0
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-# Subject: CN=DigiCert Assured ID Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert High Assurance EV Root CA O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert High Assurance EV Root CA"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=SwissSign Gold CA - G2 O=SwissSign AG
-# Subject: CN=SwissSign Gold CA - G2 O=SwissSign AG
-# Label: "SwissSign Gold CA - G2"
-# Serial: 13492815561806991280
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=SwissSign Silver CA - G2 O=SwissSign AG
-# Subject: CN=SwissSign Silver CA - G2 O=SwissSign AG
-# Label: "SwissSign Silver CA - G2"
-# Serial: 5700383053117599563
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=COMODO ECC Certification Authority O=COMODO CA Limited
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-# Issuer: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
-# Subject: O=Chunghwa Telecom Co., Ltd. OU=ePKI Root Certification Authority
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------BEGIN CERTIFICATE-----
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-# Issuer: O=certSIGN OU=certSIGN ROOT CA
-# Subject: O=certSIGN OU=certSIGN ROOT CA
-# Label: "certSIGN ROOT CA"
-# Serial: 35210227249154
-# MD5 Fingerprint: 18:98:c0:d6:e9:3a:fc:f9:b0:f5:0c:f7:4b:01:44:17
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------BEGIN CERTIFICATE-----
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-# Subject: CN=NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny O=NetLock Kft. OU=Tan\xfas\xedtv\xe1nykiad\xf3k (Certification Services)
-# Label: "NetLock Arany (Class Gold) F\u0151tan\xfas\xedtv\xe1ny"
-# Serial: 80544274841616
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
-# Subject: CN=SecureSign RootCA11 O=Japan Certification Services, Inc.
-# Label: "SecureSign RootCA11"
-# Serial: 1
-# MD5 Fingerprint: b7:52:74:e2:92:b4:80:93:f2:75:e4:cc:d7:f2:ea:26
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Microsec e-Szigno Root CA 2009 O=Microsec Ltd.
-# Subject: CN=Microsec e-Szigno Root CA 2009 O=Microsec Ltd.
-# Label: "Microsec e-Szigno Root CA 2009"
-# Serial: 14014712776195784473
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
-# Subject: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R3
-# Label: "GlobalSign Root CA - R3"
-# Serial: 4835703278459759426209954
-# MD5 Fingerprint: c5:df:b8:49:ca:05:13:55:ee:2d:ba:1a:c3:3e:b0:28
-# SHA1 Fingerprint: d6:9b:56:11:48:f0:1c:77:c5:45:78:c1:09:26:df:5b:85:69:76:ad
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Izenpe.com O=IZENPE S.A.
-# Subject: CN=Izenpe.com O=IZENPE S.A.
-# Label: "Izenpe.com"
-# Serial: 917563065490389241595536686991402621
-# MD5 Fingerprint: a6:b0:cd:85:80:da:5c:50:34:a3:39:90:2f:55:67:73
-# SHA1 Fingerprint: 2f:78:3d:25:52:18:a7:4a:65:39:71:b5:2c:a2:9c:45:15:6f:e9:19
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST Root Class 3 CA 2 2009 O=D-Trust GmbH
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=D-TRUST Root Class 3 CA 2 EV 2009 O=D-Trust GmbH
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-# Serial: 623604
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
-# Subject: CN=TWCA Global Root CA O=TAIWAN-CA OU=Root CA
-# Label: "TWCA Global Root CA"
-# Serial: 3262
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=TeliaSonera Root CA v1 O=TeliaSonera
-# Subject: CN=TeliaSonera Root CA v1 O=TeliaSonera
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-# Serial: 199041966741090107964904287217786801558
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Subject: CN=T-TeleSec GlobalRoot Class 2 O=T-Systems Enterprise Services GmbH OU=T-Systems Trust Center
-# Label: "T-TeleSec GlobalRoot Class 2"
-# Serial: 1
-# MD5 Fingerprint: 2b:9b:9e:e4:7b:6c:1f:00:72:1a:cc:c1:77:79:df:6a
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Atos TrustedRoot 2011 O=Atos
-# Subject: CN=Atos TrustedRoot 2011 O=Atos
-# Label: "Atos TrustedRoot 2011"
-# Serial: 6643877497813316402
-# MD5 Fingerprint: ae:b9:c4:32:4b:ac:7f:5d:66:cc:77:94:bb:2a:77:56
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-# SHA256 Fingerprint: f3:56:be:a2:44:b7:a9:1e:b3:5d:53:ca:9a:d7:86:4a:ce:01:8e:2d:35:d5:f8:f9:6d:df:68:a6:f4:1a:a4:74
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
-# Subject: CN=QuoVadis Root CA 1 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 1 G3"
-# Serial: 687049649626669250736271037606554624078720034195
-# MD5 Fingerprint: a4:bc:5b:3f:fe:37:9a:fa:64:f0:e2:fa:05:3d:0b:ab
-# SHA1 Fingerprint: 1b:8e:ea:57:96:29:1a:c9:39:ea:b8:0a:81:1a:73:73:c0:93:79:67
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
-# Subject: CN=QuoVadis Root CA 2 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 2 G3"
-# Serial: 390156079458959257446133169266079962026824725800
-# MD5 Fingerprint: af:0c:86:6e:bf:40:2d:7f:0b:3e:12:50:ba:12:3d:06
-# SHA1 Fingerprint: 09:3c:61:f3:8b:8b:dc:7d:55:df:75:38:02:05:00:e1:25:f5:c8:36
-# SHA256 Fingerprint: 8f:e4:fb:0a:f9:3a:4d:0d:67:db:0b:eb:b2:3e:37:c7:1b:f3:25:dc:bc:dd:24:0e:a0:4d:af:58:b4:7e:18:40
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
-# Subject: CN=QuoVadis Root CA 3 G3 O=QuoVadis Limited
-# Label: "QuoVadis Root CA 3 G3"
-# Serial: 268090761170461462463995952157327242137089239581
-# MD5 Fingerprint: df:7d:b9:ad:54:6f:68:a1:df:89:57:03:97:43:b0:d7
-# SHA1 Fingerprint: 48:12:bd:92:3c:a8:c4:39:06:e7:30:6d:27:96:e6:a4:cf:22:2e:7d
-# SHA256 Fingerprint: 88:ef:81:de:20:2e:b0:18:45:2e:43:f8:64:72:5c:ea:5f:bd:1f:c2:d9:d2:05:73:07:09:c5:d8:b8:69:0f:46
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root G2 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root G2"
-# Serial: 15385348160840213938643033620894905419
-# MD5 Fingerprint: 92:38:b9:f8:63:24:82:65:2c:57:33:e6:fe:81:8f:9d
-# SHA1 Fingerprint: a1:4b:48:d9:43:ee:0a:0e:40:90:4f:3c:e0:a4:c0:91:93:51:5d:3f
-# SHA256 Fingerprint: 7d:05:eb:b6:82:33:9f:8c:94:51:ee:09:4e:eb:fe:fa:79:53:a1:14:ed:b2:f4:49:49:45:2f:ab:7d:2f:c1:85
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Assured ID Root G3 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Assured ID Root G3"
-# Serial: 15459312981008553731928384953135426796
-# MD5 Fingerprint: 7c:7f:65:31:0c:81:df:8d:ba:3e:99:e2:5c:ad:6e:fb
-# SHA1 Fingerprint: f5:17:a2:4f:9a:48:c6:c9:f8:a2:00:26:9f:dc:0f:48:2c:ab:30:89
-# SHA256 Fingerprint: 7e:37:cb:8b:4c:47:09:0c:ab:36:55:1b:a6:f4:5d:b8:40:68:0f:ba:16:6a:95:2d:b1:00:71:7f:43:05:3f:c2
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root G2 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root G2"
-# Serial: 4293743540046975378534879503202253541
-# MD5 Fingerprint: e4:a6:8a:c8:54:ac:52:42:46:0a:fd:72:48:1b:2a:44
-# SHA1 Fingerprint: df:3c:24:f9:bf:d6:66:76:1b:26:80:73:fe:06:d1:cc:8d:4f:82:a4
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Global Root G3 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Global Root G3"
-# Serial: 7089244469030293291760083333884364146
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
-# Subject: CN=DigiCert Trusted Root G4 O=DigiCert Inc OU=www.digicert.com
-# Label: "DigiCert Trusted Root G4"
-# Serial: 7451500558977370777930084869016614236
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=COMODO RSA Certification Authority O=COMODO CA Limited
-# Subject: CN=COMODO RSA Certification Authority O=COMODO CA Limited
-# Label: "COMODO RSA Certification Authority"
-# Serial: 101909084537582093308941363524873193117
-# MD5 Fingerprint: 1b:31:b0:71:40:36:cc:14:36:91:ad:c4:3e:fd:ec:18
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
-# Subject: CN=USERTrust RSA Certification Authority O=The USERTRUST Network
-# Label: "USERTrust RSA Certification Authority"
-# Serial: 2645093764781058787591871645665788717
-# MD5 Fingerprint: 1b:fe:69:d1:91:b7:19:33:a3:72:a8:0f:e1:55:e5:b5
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------BEGIN CERTIFICATE-----
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-# Subject: CN=Entrust Root Certification Authority - G2 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2009 Entrust, Inc. - for authorized use only
-# Label: "Entrust Root Certification Authority - G2"
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-# Subject: CN=Entrust Root Certification Authority - EC1 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2012 Entrust, Inc. - for authorized use only
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=CFCA EV ROOT O=China Financial Certification Authority
-# Subject: CN=CFCA EV ROOT O=China Financial Certification Authority
-# Label: "CFCA EV ROOT"
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-# Issuer: CN=OISTE WISeKey Global Root GB CA O=WISeKey OU=OISTE Foundation Endorsed
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Hellenic Academic and Research Institutions ECC RootCA 2015 O=Hellenic Academic and Research Institutions Cert. Authority
-# Subject: CN=Hellenic Academic and Research Institutions ECC RootCA 2015 O=Hellenic Academic and Research Institutions Cert. Authority
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=ISRG Root X1 O=Internet Security Research Group
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-# Serial: 172886928669790476064670243504169061120
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: O=FNMT-RCM OU=AC RAIZ FNMT-RCM
-# Subject: O=FNMT-RCM OU=AC RAIZ FNMT-RCM
-# Label: "AC RAIZ FNMT-RCM"
-# Serial: 485876308206448804701554682760554759
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 1 O=Amazon
-# Subject: CN=Amazon Root CA 1 O=Amazon
-# Label: "Amazon Root CA 1"
-# Serial: 143266978916655856878034712317230054538369994
-# MD5 Fingerprint: 43:c6:bf:ae:ec:fe:ad:2f:18:c6:88:68:30:fc:c8:e6
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 2 O=Amazon
-# Subject: CN=Amazon Root CA 2 O=Amazon
-# Label: "Amazon Root CA 2"
-# Serial: 143266982885963551818349160658925006970653239
-# MD5 Fingerprint: c8:e5:8d:ce:a8:42:e2:7a:c0:2a:5c:7c:9e:26:bf:66
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 3 O=Amazon
-# Subject: CN=Amazon Root CA 3 O=Amazon
-# Label: "Amazon Root CA 3"
-# Serial: 143266986699090766294700635381230934788665930
-# MD5 Fingerprint: a0:d4:ef:0b:f7:b5:d8:49:95:2a:ec:f5:c4:fc:81:87
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Amazon Root CA 4 O=Amazon
-# Subject: CN=Amazon Root CA 4 O=Amazon
-# Label: "Amazon Root CA 4"
-# Serial: 143266989758080763974105200630763877849284878
-# MD5 Fingerprint: 89:bc:27:d5:eb:17:8d:06:6a:69:d5:fd:89:47:b4:cd
-# SHA1 Fingerprint: f6:10:84:07:d6:f8:bb:67:98:0c:c2:e2:44:c2:eb:ae:1c:ef:63:be
-# SHA256 Fingerprint: e3:5d:28:41:9e:d0:20:25:cf:a6:90:38:cd:62:39:62:45:8d:a5:c6:95:fb:de:a3:c2:2b:0b:fb:25:89:70:92
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
-# Subject: CN=TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1 O=Turkiye Bilimsel ve Teknolojik Arastirma Kurumu - TUBITAK OU=Kamu Sertifikasyon Merkezi - Kamu SM
-# Label: "TUBITAK Kamu SM SSL Kok Sertifikasi - Surum 1"
-# Serial: 1
-# MD5 Fingerprint: dc:00:81:dc:69:2f:3e:2f:b0:3b:f6:3d:5a:91:8e:49
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
-# Subject: CN=GDCA TrustAUTH R5 ROOT O=GUANG DONG CERTIFICATE AUTHORITY CO.,LTD.
-# Label: "GDCA TrustAUTH R5 ROOT"
-# Serial: 9009899650740120186
-# MD5 Fingerprint: 63:cc:d9:3d:34:35:5c:6f:53:a3:e2:08:70:48:1f:b4
-# SHA1 Fingerprint: 0f:36:38:5b:81:1a:25:c3:9b:31:4e:83:ca:e9:34:66:70:cc:74:b4
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
-# Subject: CN=SSL.com Root Certification Authority RSA O=SSL Corporation
-# Label: "SSL.com Root Certification Authority RSA"
-# Serial: 8875640296558310041
-# MD5 Fingerprint: 86:69:12:c0:70:f1:ec:ac:ac:c2:d5:bc:a5:5b:a1:29
-# SHA1 Fingerprint: b7:ab:33:08:d1:ea:44:77:ba:14:80:12:5a:6f:bd:a9:36:49:0c:bb
-# SHA256 Fingerprint: 85:66:6a:56:2e:e0:be:5c:e9:25:c1:d8:89:0a:6f:76:a8:7e:c1:6d:4d:7d:5f:29:ea:74:19:cf:20:12:3b:69
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
-# Subject: CN=SSL.com Root Certification Authority ECC O=SSL Corporation
-# Label: "SSL.com Root Certification Authority ECC"
-# Serial: 8495723813297216424
-# MD5 Fingerprint: 2e:da:e4:39:7f:9c:8f:37:d1:70:9f:26:17:51:3a:8e
-# SHA1 Fingerprint: c3:19:7c:39:24:e6:54:af:1b:c4:ab:20:95:7a:e2:c3:0e:13:02:6a
-# SHA256 Fingerprint: 34:17:bb:06:cc:60:07:da:1b:96:1c:92:0b:8a:b4:ce:3f:ad:82:0e:4a:a3:0b:9a:cb:c4:a7:4e:bd:ce:bc:65
------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
-# Subject: CN=SSL.com EV Root Certification Authority RSA R2 O=SSL Corporation
-# Label: "SSL.com EV Root Certification Authority RSA R2"
-# Serial: 6248227494352943350
-# MD5 Fingerprint: e1:1e:31:58:1a:ae:54:53:02:f6:17:6a:11:7b:4d:95
-# SHA1 Fingerprint: 74:3a:f0:52:9b:d0:32:a0:f4:4a:83:cd:d4:ba:a9:7b:7c:2e:c4:9a
-# SHA256 Fingerprint: 2e:7b:f1:6c:c2:24:85:a7:bb:e2:aa:86:96:75:07:61:b0:ae:39:be:3b:2f:e9:d0:cc:6d:4e:f7:34:91:42:5c
------BEGIN CERTIFICATE-----
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-# Issuer: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
-# Subject: CN=SSL.com EV Root Certification Authority ECC O=SSL Corporation
-# Label: "SSL.com EV Root Certification Authority ECC"
-# Serial: 3182246526754555285
-# MD5 Fingerprint: 59:53:22:65:83:42:01:54:c0:ce:42:b9:5a:7c:f2:90
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-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign Root CA - R6
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-# Label: "GlobalSign Root CA - R6"
-# Serial: 1417766617973444989252670301619537
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
-# Subject: CN=OISTE WISeKey Global Root GC CA O=WISeKey OU=OISTE Foundation Endorsed
-# Label: "OISTE WISeKey Global Root GC CA"
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-# Issuer: CN=UCA Global G2 Root O=UniTrust
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=UCA Extended Validation Root O=UniTrust
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-# Label: "UCA Extended Validation Root"
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
-# Subject: CN=Certigna Root CA O=Dhimyotis OU=0002 48146308100036
-# Label: "Certigna Root CA"
-# Serial: 269714418870597844693661054334862075617
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-# Issuer: CN=emSign ECC Root CA - C3 O=eMudhra Inc OU=emSign PKI
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-# Subject: CN=Entrust Root Certification Authority - G4 O=Entrust, Inc. OU=See www.entrust.net/legal-terms/(c) 2015 Entrust, Inc. - for authorized use only
-# Label: "Entrust Root Certification Authority - G4"
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
-# Subject: CN=Microsoft ECC Root Certificate Authority 2017 O=Microsoft Corporation
-# Label: "Microsoft ECC Root Certificate Authority 2017"
-# Serial: 136839042543790627607696632466672567020
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
-# Subject: CN=Microsoft RSA Root Certificate Authority 2017 O=Microsoft Corporation
-# Label: "Microsoft RSA Root Certificate Authority 2017"
-# Serial: 40975477897264996090493496164228220339
-# MD5 Fingerprint: 10:ff:00:ff:cf:c9:f8:c7:7a:c0:ee:35:8e:c9:0f:47
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
-# Subject: CN=e-Szigno Root CA 2017 O=Microsec Ltd.
-# Label: "e-Szigno Root CA 2017"
-# Serial: 411379200276854331539784714
-# MD5 Fingerprint: de:1f:f6:9e:84:ae:a7:b4:21:ce:1e:58:7d:d1:84:98
-# SHA1 Fingerprint: 89:d4:83:03:4f:9e:9a:48:80:5f:72:37:d4:a9:a6:ef:cb:7c:1f:d1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: O=CERTSIGN SA OU=certSIGN ROOT CA G2
-# Subject: O=CERTSIGN SA OU=certSIGN ROOT CA G2
-# Label: "certSIGN Root CA G2"
-# Serial: 313609486401300475190
-# MD5 Fingerprint: 8c:f1:75:8a:c6:19:cf:94:b7:f7:65:20:87:c3:97:c7
-# SHA1 Fingerprint: 26:f9:93:b4:ed:3d:28:27:b0:b9:4b:a7:e9:15:1d:a3:8d:92:e5:32
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global Certification Authority"
-# Serial: 1846098327275375458322922162
-# MD5 Fingerprint: f8:1c:18:2d:2f:ba:5f:6d:a1:6c:bc:c7:ab:91:c7:0e
-# SHA1 Fingerprint: 2f:8f:36:4f:e1:58:97:44:21:59:87:a5:2a:9a:d0:69:95:26:7f:b5
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global ECC P256 Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global ECC P256 Certification Authority"
-# Serial: 4151900041497450638097112925
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
-# Subject: CN=Trustwave Global ECC P384 Certification Authority O=Trustwave Holdings, Inc.
-# Label: "Trustwave Global ECC P384 Certification Authority"
-# Serial: 2704997926503831671788816187
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
-# Subject: CN=NAVER Global Root Certification Authority O=NAVER BUSINESS PLATFORM Corp.
-# Label: "NAVER Global Root Certification Authority"
-# Serial: 9013692873798656336226253319739695165984492813
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
-# Subject: CN=AC RAIZ FNMT-RCM SERVIDORES SEGUROS O=FNMT-RCM OU=Ceres
-# Label: "AC RAIZ FNMT-RCM SERVIDORES SEGUROS"
-# Serial: 131542671362353147877283741781055151509
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=GlobalSign Root R46 O=GlobalSign nv-sa
-# Subject: CN=GlobalSign Root R46 O=GlobalSign nv-sa
-# Label: "GlobalSign Root R46"
-# Serial: 1552617688466950547958867513931858518042577
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=GlobalSign Root E46 O=GlobalSign nv-sa
-# Subject: CN=GlobalSign Root E46 O=GlobalSign nv-sa
-# Label: "GlobalSign Root E46"
-# Serial: 1552617690338932563915843282459653771421763
-# MD5 Fingerprint: b5:b8:66:ed:de:08:83:e3:c9:e2:01:34:06:ac:51:6f
-# SHA1 Fingerprint: 39:b4:6c:d5:fe:80:06:eb:e2:2f:4a:bb:08:33:a0:af:db:b9:dd:84
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
-# Subject: CN=ANF Secure Server Root CA O=ANF Autoridad de Certificacion OU=ANF CA Raiz
-# Label: "ANF Secure Server Root CA"
-# Serial: 996390341000653745
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Subject: CN=Certum EC-384 CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Label: "Certum EC-384 CA"
-# Serial: 160250656287871593594747141429395092468
-# MD5 Fingerprint: b6:65:b3:96:60:97:12:a1:ec:4e:e1:3d:a3:c6:c9:f1
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Subject: CN=Certum Trusted Root CA O=Asseco Data Systems S.A. OU=Certum Certification Authority
-# Label: "Certum Trusted Root CA"
-# Serial: 40870380103424195783807378461123655149
-# MD5 Fingerprint: 51:e1:c2:e7:fe:4c:84:af:59:0e:2f:f4:54:6f:ea:29
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
-# Subject: CN=TunTrust Root CA O=Agence Nationale de Certification Electronique
-# Label: "TunTrust Root CA"
-# Serial: 108534058042236574382096126452369648152337120275
-# MD5 Fingerprint: 85:13:b9:90:5b:36:5c:b6:5e:b8:5a:f8:e0:31:57:b4
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Subject: CN=HARICA TLS RSA Root CA 2021 O=Hellenic Academic and Research Institutions CA
-# Label: "HARICA TLS RSA Root CA 2021"
-# Serial: 76817823531813593706434026085292783742
-# MD5 Fingerprint: 65:47:9b:58:86:dd:2c:f0:fc:a2:84:1f:1e:96:c4:91
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=GlobalSign O=GlobalSign OU=GlobalSign ECC Root CA - R4
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-# Label: "GlobalSign ECC Root CA - R4"
-# Serial: 159662223612894884239637590694
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-# Issuer: CN=GTS Root R1 O=Google Trust Services LLC
-# Subject: CN=GTS Root R1 O=Google Trust Services LLC
-# Label: "GTS Root R1"
-# Serial: 159662320309726417404178440727
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-# Issuer: CN=GTS Root R2 O=Google Trust Services LLC
-# Subject: CN=GTS Root R2 O=Google Trust Services LLC
-# Label: "GTS Root R2"
-# Serial: 159662449406622349769042896298
-# MD5 Fingerprint: 1e:39:c0:53:e6:1e:29:82:0b:ca:52:55:36:5d:57:dc
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-# Issuer: CN=GTS Root R3 O=Google Trust Services LLC
-# Subject: CN=GTS Root R3 O=Google Trust Services LLC
-# Label: "GTS Root R3"
-# Serial: 159662495401136852707857743206
-# MD5 Fingerprint: 3e:e7:9d:58:02:94:46:51:94:e5:e0:22:4a:8b:e7:73
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-# Issuer: CN=GTS Root R4 O=Google Trust Services LLC
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=Telia Root CA v2 O=Telia Finland Oyj
-# Subject: CN=Telia Root CA v2 O=Telia Finland Oyj
-# Label: "Telia Root CA v2"
-# Serial: 7288924052977061235122729490515358
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
-# Subject: CN=D-TRUST BR Root CA 1 2020 O=D-Trust GmbH
-# Label: "D-TRUST BR Root CA 1 2020"
-# Serial: 165870826978392376648679885835942448534
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=D-TRUST EV Root CA 1 2020 O=D-Trust GmbH
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-# Label: "D-TRUST EV Root CA 1 2020"
-# Serial: 126288379621884218666039612629459926992
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-# Subject: CN=DigiCert TLS ECC P384 Root G5 O=DigiCert, Inc.
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Certainly Root R1 O=Certainly
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-# Label: "Certainly Root R1"
-# Serial: 188833316161142517227353805653483829216
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=Security Communication ECC RootCA1 O=SECOM Trust Systems CO.,LTD.
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-# Label: "Security Communication ECC RootCA1"
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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-# Issuer: CN=BJCA Global Root CA2 O=BEIJING CERTIFICATE AUTHORITY
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-# Label: "BJCA Global Root CA2"
-# Serial: 58605626836079930195615843123109055211
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------BEGIN CERTIFICATE-----
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-# Label: "Sectigo Public Server Authentication Root E46"
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------BEGIN CERTIFICATE-----
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-# Label: "Sectigo Public Server Authentication Root R46"
-# Serial: 156256931880233212765902055439220583700
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
-
-# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
-# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
-# Label: "SSL.com TLS RSA Root CA 2022"
-# Serial: 148535279242832292258835760425842727825
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------BEGIN CERTIFICATE-----
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------BEGIN CERTIFICATE-----
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-# Issuer: CN=CommScope Public Trust RSA Root-01 O=CommScope
-# Subject: CN=CommScope Public Trust RSA Root-01 O=CommScope
-# Label: "CommScope Public Trust RSA Root-01"
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-
-# Issuer: CN=CommScope Public Trust RSA Root-02 O=CommScope
-# Subject: CN=CommScope Public Trust RSA Root-02 O=CommScope
-# Label: "CommScope Public Trust RSA Root-02"
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-
-# Issuer: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
-# Subject: CN=Telekom Security TLS ECC Root 2020 O=Deutsche Telekom Security GmbH
-# Label: "Telekom Security TLS ECC Root 2020"
-# Serial: 72082518505882327255703894282316633856
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-
-# Issuer: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
-# Subject: CN=Telekom Security TLS RSA Root 2023 O=Deutsche Telekom Security GmbH
-# Label: "Telekom Security TLS RSA Root 2023"
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-# Subject: CN=FIRMAPROFESIONAL CA ROOT-A WEB O=Firmaprofesional SA
-# Label: "FIRMAPROFESIONAL CA ROOT-A WEB"
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
deleted file mode 100644
index 91f538bb1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/core.py
+++ /dev/null
@@ -1,114 +0,0 @@
-"""
-certifi.py
-~~~~~~~~~~
-
-This module returns the installation location of cacert.pem or its contents.
-"""
-import sys
-import atexit
-
-def exit_cacert_ctx() -> None:
-    _CACERT_CTX.__exit__(None, None, None)  # type: ignore[union-attr]
-
-
-if sys.version_info >= (3, 11):
-
-    from importlib.resources import as_file, files
-
-    _CACERT_CTX = None
-    _CACERT_PATH = None
-
-    def where() -> str:
-        # This is slightly terrible, but we want to delay extracting the file
-        # in cases where we're inside of a zipimport situation until someone
-        # actually calls where(), but we don't want to re-extract the file
-        # on every call of where(), so we'll do it once then store it in a
-        # global variable.
-        global _CACERT_CTX
-        global _CACERT_PATH
-        if _CACERT_PATH is None:
-            # This is slightly janky, the importlib.resources API wants you to
-            # manage the cleanup of this file, so it doesn't actually return a
-            # path, it returns a context manager that will give you the path
-            # when you enter it and will do any cleanup when you leave it. In
-            # the common case of not needing a temporary file, it will just
-            # return the file system location and the __exit__() is a no-op.
-            #
-            # We also have to hold onto the actual context manager, because
-            # it will do the cleanup whenever it gets garbage collected, so
-            # we will also store that at the global level as well.
-            _CACERT_CTX = as_file(files("certifi").joinpath("cacert.pem"))
-            _CACERT_PATH = str(_CACERT_CTX.__enter__())
-            atexit.register(exit_cacert_ctx)
-
-        return _CACERT_PATH
-
-    def contents() -> str:
-        return files("certifi").joinpath("cacert.pem").read_text(encoding="ascii")
-
-elif sys.version_info >= (3, 7):
-
-    from importlib.resources import path as get_path, read_text
-
-    _CACERT_CTX = None
-    _CACERT_PATH = None
-
-    def where() -> str:
-        # This is slightly terrible, but we want to delay extracting the
-        # file in cases where we're inside of a zipimport situation until
-        # someone actually calls where(), but we don't want to re-extract
-        # the file on every call of where(), so we'll do it once then store
-        # it in a global variable.
-        global _CACERT_CTX
-        global _CACERT_PATH
-        if _CACERT_PATH is None:
-            # This is slightly janky, the importlib.resources API wants you
-            # to manage the cleanup of this file, so it doesn't actually
-            # return a path, it returns a context manager that will give
-            # you the path when you enter it and will do any cleanup when
-            # you leave it. In the common case of not needing a temporary
-            # file, it will just return the file system location and the
-            # __exit__() is a no-op.
-            #
-            # We also have to hold onto the actual context manager, because
-            # it will do the cleanup whenever it gets garbage collected, so
-            # we will also store that at the global level as well.
-            _CACERT_CTX = get_path("certifi", "cacert.pem")
-            _CACERT_PATH = str(_CACERT_CTX.__enter__())
-            atexit.register(exit_cacert_ctx)
-
-        return _CACERT_PATH
-
-    def contents() -> str:
-        return read_text("certifi", "cacert.pem", encoding="ascii")
-
-else:
-    import os
-    import types
-    from typing import Union
-
-    Package = Union[types.ModuleType, str]
-    Resource = Union[str, "os.PathLike"]
-
-    # This fallback will work for Python versions prior to 3.7 that lack the
-    # importlib.resources module but relies on the existing `where` function
-    # so won't address issues with environments like PyOxidizer that don't set
-    # __file__ on modules.
-    def read_text(
-        package: Package,
-        resource: Resource,
-        encoding: str = 'utf-8',
-        errors: str = 'strict'
-    ) -> str:
-        with open(where(), encoding=encoding) as data:
-            return data.read()
-
-    # If we don't have importlib.resources, then we will just do the old logic
-    # of assuming we're on the filesystem and munge the path directly.
-    def where() -> str:
-        f = os.path.dirname(__file__)
-
-        return os.path.join(f, "cacert.pem")
-
-    def contents() -> str:
-        return read_text("certifi", "cacert.pem", encoding="ascii")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/certifi/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
deleted file mode 100644
index ad82355b8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/LICENSE
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2019 TAHRI Ahmed R.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
deleted file mode 100644
index 822550e36..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/METADATA
+++ /dev/null
@@ -1,683 +0,0 @@
-Metadata-Version: 2.1
-Name: charset-normalizer
-Version: 3.3.2
-Summary: The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
-Home-page: https://github.com/Ousret/charset_normalizer
-Author: Ahmed TAHRI
-Author-email: ahmed.tahri@cloudnursery.dev
-License: MIT
-Project-URL: Bug Reports, https://github.com/Ousret/charset_normalizer/issues
-Project-URL: Documentation, https://charset-normalizer.readthedocs.io/en/latest
-Keywords: encoding,charset,charset-detector,detector,normalization,unicode,chardet,detect
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Intended Audience :: Developers
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Text Processing :: Linguistic
-Classifier: Topic :: Utilities
-Classifier: Typing :: Typed
-Requires-Python: >=3.7.0
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Provides-Extra: unicode_backport
-
-<h1 align="center">Charset Detection, for Everyone 👋</h1>
-
-<p align="center">
-  <sup>The Real First Universal Charset Detector</sup><br>
-  <a href="https://pypi.org/project/charset-normalizer">
-    <img src="https://img.shields.io/pypi/pyversions/charset_normalizer.svg?orange=blue" />
-  </a>
-  <a href="https://pepy.tech/project/charset-normalizer/">
-    <img alt="Download Count Total" src="https://static.pepy.tech/badge/charset-normalizer/month" />
-  </a>
-  <a href="https://bestpractices.coreinfrastructure.org/projects/7297">
-    <img src="https://bestpractices.coreinfrastructure.org/projects/7297/badge">
-  </a>
-</p>
-<p align="center">
-  <sup><i>Featured Packages</i></sup><br>
-  <a href="https://github.com/jawah/niquests">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Niquests-HTTP_1.1%2C%202%2C_and_3_Client-cyan">
-  </a>
-  <a href="https://github.com/jawah/wassima">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Wassima-Certifi_Killer-cyan">
-  </a>
-</p>
-<p align="center">
-  <sup><i>In other language (unofficial port - by the community)</i></sup><br>
-  <a href="https://github.com/nickspring/charset-normalizer-rs">
-   <img alt="Static Badge" src="https://img.shields.io/badge/Rust-red">
-  </a>
-</p>
-
-> A library that helps you read text from an unknown charset encoding.<br /> Motivated by `chardet`,
-> I'm trying to resolve the issue by taking a new approach.
-> All IANA character set names for which the Python core library provides codecs are supported.
-
-<p align="center">
-  >>>>> <a href="https://charsetnormalizerweb.ousret.now.sh" target="_blank">👉 Try Me Online Now, Then Adopt Me 👈 </a> <<<<<
-</p>
-
-This project offers you an alternative to **Universal Charset Encoding Detector**, also known as **Chardet**.
-
-| Feature                                          | [Chardet](https://github.com/chardet/chardet) |                                         Charset Normalizer                                         | [cChardet](https://github.com/PyYoshi/cChardet) |
-|--------------------------------------------------|:---------------------------------------------:|:--------------------------------------------------------------------------------------------------:|:-----------------------------------------------:|
-| `Fast`                                           |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
-| `Universal**`                                    |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
-| `Reliable` **without** distinguishable standards |                       ❌                       |                                                 ✅                                                  |                        ✅                        |
-| `Reliable` **with** distinguishable standards    |                       ✅                       |                                                 ✅                                                  |                        ✅                        |
-| `License`                                        |           LGPL-2.1<br>_restrictive_           |                                                MIT                                                 |            MPL-1.1<br>_restrictive_             |
-| `Native Python`                                  |                       ✅                       |                                                 ✅                                                  |                        ❌                        |
-| `Detect spoken language`                         |                       ❌                       |                                                 ✅                                                  |                       N/A                       |
-| `UnicodeDecodeError Safety`                      |                       ❌                       |                                                 ✅                                                  |                        ❌                        |
-| `Whl Size (min)`                                 |                   193.6 kB                    |                                               42 kB                                                |                     ~200 kB                     |
-| `Supported Encoding`                             |                      33                       | 🎉 [99](https://charset-normalizer.readthedocs.io/en/latest/user/support.html#supported-encodings) |                       40                        |
-
-<p align="center">
-<img src="https://i.imgflip.com/373iay.gif" alt="Reading Normalized Text" width="226"/><img src="https://media.tenor.com/images/c0180f70732a18b4965448d33adba3d0/tenor.gif" alt="Cat Reading Text" width="200"/>
-</p>
-
-*\*\* : They are clearly using specific code for a specific encoding even if covering most of used one*<br> 
-Did you got there because of the logs? See [https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html](https://charset-normalizer.readthedocs.io/en/latest/user/miscellaneous.html)
-
-## ⚡ Performance
-
-This package offer better performance than its counterpart Chardet. Here are some numbers.
-
-| Package                                       | Accuracy | Mean per file (ms) | File per sec (est) |
-|-----------------------------------------------|:--------:|:------------------:|:------------------:|
-| [chardet](https://github.com/chardet/chardet) |   86 %   |       200 ms       |     5 file/sec     |
-| charset-normalizer                            | **98 %** |     **10 ms**      |    100 file/sec    |
-
-| Package                                       | 99th percentile | 95th percentile | 50th percentile |
-|-----------------------------------------------|:---------------:|:---------------:|:---------------:|
-| [chardet](https://github.com/chardet/chardet) |     1200 ms     |     287 ms      |      23 ms      |
-| charset-normalizer                            |     100 ms      |      50 ms      |      5 ms       |
-
-Chardet's performance on larger file (1MB+) are very poor. Expect huge difference on large payload.
-
-> Stats are generated using 400+ files using default parameters. More details on used files, see GHA workflows.
-> And yes, these results might change at any time. The dataset can be updated to include more files.
-> The actual delays heavily depends on your CPU capabilities. The factors should remain the same.
-> Keep in mind that the stats are generous and that Chardet accuracy vs our is measured using Chardet initial capability
-> (eg. Supported Encoding) Challenge-them if you want.
-
-## ✨ Installation
-
-Using pip:
-
-```sh
-pip install charset-normalizer -U
-```
-
-## 🚀 Basic Usage
-
-### CLI
-This package comes with a CLI.
-
-```
-usage: normalizer [-h] [-v] [-a] [-n] [-m] [-r] [-f] [-t THRESHOLD]
-                  file [file ...]
-
-The Real First Universal Charset Detector. Discover originating encoding used
-on text file. Normalize text to unicode.
-
-positional arguments:
-  files                 File(s) to be analysed
-
-optional arguments:
-  -h, --help            show this help message and exit
-  -v, --verbose         Display complementary information about file if any.
-                        Stdout will contain logs about the detection process.
-  -a, --with-alternative
-                        Output complementary possibilities if any. Top-level
-                        JSON WILL be a list.
-  -n, --normalize       Permit to normalize input file. If not set, program
-                        does not write anything.
-  -m, --minimal         Only output the charset detected to STDOUT. Disabling
-                        JSON output.
-  -r, --replace         Replace file when trying to normalize it instead of
-                        creating a new one.
-  -f, --force           Replace file without asking if you are sure, use this
-                        flag with caution.
-  -t THRESHOLD, --threshold THRESHOLD
-                        Define a custom maximum amount of chaos allowed in
-                        decoded content. 0. <= chaos <= 1.
-  --version             Show version information and exit.
-```
-
-```bash
-normalizer ./data/sample.1.fr.srt
-```
-
-or
-
-```bash
-python -m charset_normalizer ./data/sample.1.fr.srt
-```
-
-🎉 Since version 1.4.0 the CLI produce easily usable stdout result in JSON format.
-
-```json
-{
-    "path": "/home/default/projects/charset_normalizer/data/sample.1.fr.srt",
-    "encoding": "cp1252",
-    "encoding_aliases": [
-        "1252",
-        "windows_1252"
-    ],
-    "alternative_encodings": [
-        "cp1254",
-        "cp1256",
-        "cp1258",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-        "mbcs"
-    ],
-    "language": "French",
-    "alphabets": [
-        "Basic Latin",
-        "Latin-1 Supplement"
-    ],
-    "has_sig_or_bom": false,
-    "chaos": 0.149,
-    "coherence": 97.152,
-    "unicode_path": null,
-    "is_preferred": true
-}
-```
-
-### Python
-*Just print out normalized text*
-```python
-from charset_normalizer import from_path
-
-results = from_path('./my_subtitle.srt')
-
-print(str(results.best()))
-```
-
-*Upgrade your code without effort*
-```python
-from charset_normalizer import detect
-```
-
-The above code will behave the same as **chardet**. We ensure that we offer the best (reasonable) BC result possible.
-
-See the docs for advanced usage : [readthedocs.io](https://charset-normalizer.readthedocs.io/en/latest/)
-
-## 😇 Why
-
-When I started using Chardet, I noticed that it was not suited to my expectations, and I wanted to propose a
-reliable alternative using a completely different method. Also! I never back down on a good challenge!
-
-I **don't care** about the **originating charset** encoding, because **two different tables** can
-produce **two identical rendered string.**
-What I want is to get readable text, the best I can. 
-
-In a way, **I'm brute forcing text decoding.** How cool is that ? 😎
-
-Don't confuse package **ftfy** with charset-normalizer or chardet. ftfy goal is to repair unicode string whereas charset-normalizer to convert raw file in unknown encoding to unicode.
-
-## 🍰 How
-
-  - Discard all charset encoding table that could not fit the binary content.
-  - Measure noise, or the mess once opened (by chunks) with a corresponding charset encoding.
-  - Extract matches with the lowest mess detected.
-  - Additionally, we measure coherence / probe for a language.
-
-**Wait a minute**, what is noise/mess and coherence according to **YOU ?**
-
-*Noise :* I opened hundred of text files, **written by humans**, with the wrong encoding table. **I observed**, then
-**I established** some ground rules about **what is obvious** when **it seems like** a mess.
- I know that my interpretation of what is noise is probably incomplete, feel free to contribute in order to
- improve or rewrite it.
-
-*Coherence :* For each language there is on earth, we have computed ranked letter appearance occurrences (the best we can). So I thought
-that intel is worth something here. So I use those records against decoded text to check if I can detect intelligent design.
-
-## ⚡ Known limitations
-
-  - Language detection is unreliable when text contains two or more languages sharing identical letters. (eg. HTML (english tags) + Turkish content (Sharing Latin characters))
-  - Every charset detector heavily depends on sufficient content. In common cases, do not bother run detection on very tiny content.
-
-## ⚠️ About Python EOLs
-
-**If you are running:**
-
-- Python >=2.7,<3.5: Unsupported
-- Python 3.5: charset-normalizer < 2.1
-- Python 3.6: charset-normalizer < 3.1
-- Python 3.7: charset-normalizer < 4.0
-
-Upgrade your Python interpreter as soon as possible.
-
-## 👤 Contributing
-
-Contributions, issues and feature requests are very much welcome.<br />
-Feel free to check [issues page](https://github.com/ousret/charset_normalizer/issues) if you want to contribute.
-
-## 📝 License
-
-Copyright © [Ahmed TAHRI @Ousret](https://github.com/Ousret).<br />
-This project is [MIT](https://github.com/Ousret/charset_normalizer/blob/master/LICENSE) licensed.
-
-Characters frequencies used in this project © 2012 [Denny Vrandečić](http://simia.net/letters/)
-
-## 💼 For Enterprise
-
-Professional support for charset-normalizer is available as part of the [Tidelift
-Subscription][1]. Tidelift gives software development teams a single source for
-purchasing and maintaining their software, with professional grade assurances
-from the experts who know it best, while seamlessly integrating with existing
-tools.
-
-[1]: https://tidelift.com/subscription/pkg/pypi-charset-normalizer?utm_source=pypi-charset-normalizer&utm_medium=readme
-
-# Changelog
-All notable changes to charset-normalizer will be documented in this file. This project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
-The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
-
-## [3.3.2](https://github.com/Ousret/charset_normalizer/compare/3.3.1...3.3.2) (2023-10-31)
-
-### Fixed
-- Unintentional memory usage regression when using large payload that match several encoding (#376)
-- Regression on some detection case showcased in the documentation (#371)
-
-### Added
-- Noise (md) probe that identify malformed arabic representation due to the presence of letters in isolated form (credit to my wife)
-
-## [3.3.1](https://github.com/Ousret/charset_normalizer/compare/3.3.0...3.3.1) (2023-10-22)
-
-### Changed
-- Optional mypyc compilation upgraded to version 1.6.1 for Python >= 3.8
-- Improved the general detection reliability based on reports from the community
-
-## [3.3.0](https://github.com/Ousret/charset_normalizer/compare/3.2.0...3.3.0) (2023-09-30)
-
-### Added
-- Allow to execute the CLI (e.g. normalizer) through `python -m charset_normalizer.cli` or `python -m charset_normalizer`
-- Support for 9 forgotten encoding that are supported by Python but unlisted in `encoding.aliases` as they have no alias (#323)
-
-### Removed
-- (internal) Redundant utils.is_ascii function and unused function is_private_use_only
-- (internal) charset_normalizer.assets is moved inside charset_normalizer.constant
-
-### Changed
-- (internal) Unicode code blocks in constants are updated using the latest v15.0.0 definition to improve detection
-- Optional mypyc compilation upgraded to version 1.5.1 for Python >= 3.8
-
-### Fixed
-- Unable to properly sort CharsetMatch when both chaos/noise and coherence were close due to an unreachable condition in \_\_lt\_\_ (#350)
-
-## [3.2.0](https://github.com/Ousret/charset_normalizer/compare/3.1.0...3.2.0) (2023-06-07)
-
-### Changed
-- Typehint for function `from_path` no longer enforce `PathLike` as its first argument
-- Minor improvement over the global detection reliability
-
-### Added
-- Introduce function `is_binary` that relies on main capabilities, and optimized to detect binaries
-- Propagate `enable_fallback` argument throughout `from_bytes`, `from_path`, and `from_fp` that allow a deeper control over the detection (default True)
-- Explicit support for Python 3.12
-
-### Fixed
-- Edge case detection failure where a file would contain 'very-long' camel cased word (Issue #289)
-
-## [3.1.0](https://github.com/Ousret/charset_normalizer/compare/3.0.1...3.1.0) (2023-03-06)
-
-### Added
-- Argument `should_rename_legacy` for legacy function `detect` and disregard any new arguments without errors (PR #262)
-
-### Removed
-- Support for Python 3.6 (PR #260)
-
-### Changed
-- Optional speedup provided by mypy/c 1.0.1
-
-## [3.0.1](https://github.com/Ousret/charset_normalizer/compare/3.0.0...3.0.1) (2022-11-18)
-
-### Fixed
-- Multi-bytes cutter/chunk generator did not always cut correctly (PR #233)
-
-### Changed
-- Speedup provided by mypy/c 0.990 on Python >= 3.7
-
-## [3.0.0](https://github.com/Ousret/charset_normalizer/compare/2.1.1...3.0.0) (2022-10-20)
-
-### Added
-- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
-- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
-- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
-- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
-
-### Changed
-- Build with static metadata using 'build' frontend
-- Make the language detection stricter
-- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
-
-### Fixed
-- CLI with opt --normalize fail when using full path for files
-- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
-- Sphinx warnings when generating the documentation
-
-### Removed
-- Coherence detector no longer return 'Simple English' instead return 'English'
-- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
-- Breaking: Method `first()` and `best()` from CharsetMatch
-- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
-- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
-- Breaking: Top-level function `normalize`
-- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
-- Support for the backport `unicodedata2`
-
-## [3.0.0rc1](https://github.com/Ousret/charset_normalizer/compare/3.0.0b2...3.0.0rc1) (2022-10-18)
-
-### Added
-- Extend the capability of explain=True when cp_isolation contains at most two entries (min one), will log in details of the Mess-detector results
-- Support for alternative language frequency set in charset_normalizer.assets.FREQUENCIES
-- Add parameter `language_threshold` in `from_bytes`, `from_path` and `from_fp` to adjust the minimum expected coherence ratio
-
-### Changed
-- Build with static metadata using 'build' frontend
-- Make the language detection stricter
-
-### Fixed
-- CLI with opt --normalize fail when using full path for files
-- TooManyAccentuatedPlugin induce false positive on the mess detection when too few alpha character have been fed to it
-
-### Removed
-- Coherence detector no longer return 'Simple English' instead return 'English'
-- Coherence detector no longer return 'Classical Chinese' instead return 'Chinese'
-
-## [3.0.0b2](https://github.com/Ousret/charset_normalizer/compare/3.0.0b1...3.0.0b2) (2022-08-21)
-
-### Added
-- `normalizer --version` now specify if current version provide extra speedup (meaning mypyc compilation whl)
-
-### Removed
-- Breaking: Method `first()` and `best()` from CharsetMatch
-- UTF-7 will no longer appear as "detected" without a recognized SIG/mark (is unreliable/conflict with ASCII)
-
-### Fixed
-- Sphinx warnings when generating the documentation
-
-## [3.0.0b1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...3.0.0b1) (2022-08-15)
-
-### Changed
-- Optional: Module `md.py` can be compiled using Mypyc to provide an extra speedup up to 4x faster than v2.1
-
-### Removed
-- Breaking: Class aliases CharsetDetector, CharsetDoctor, CharsetNormalizerMatch and CharsetNormalizerMatches
-- Breaking: Top-level function `normalize`
-- Breaking: Properties `chaos_secondary_pass`, `coherence_non_latin` and `w_counter` from CharsetMatch
-- Support for the backport `unicodedata2`
-
-## [2.1.1](https://github.com/Ousret/charset_normalizer/compare/2.1.0...2.1.1) (2022-08-19)
-
-### Deprecated
-- Function `normalize` scheduled for removal in 3.0
-
-### Changed
-- Removed useless call to decode in fn is_unprintable (#206)
-
-### Fixed
-- Third-party library (i18n xgettext) crashing not recognizing utf_8 (PEP 263) with underscore from [@aleksandernovikov](https://github.com/aleksandernovikov) (#204)
-
-## [2.1.0](https://github.com/Ousret/charset_normalizer/compare/2.0.12...2.1.0) (2022-06-19)
-
-### Added
-- Output the Unicode table version when running the CLI with `--version` (PR #194)
-
-### Changed
-- Re-use decoded buffer for single byte character sets from [@nijel](https://github.com/nijel) (PR #175)
-- Fixing some performance bottlenecks from [@deedy5](https://github.com/deedy5) (PR #183)
-
-### Fixed
-- Workaround potential bug in cpython with Zero Width No-Break Space located in Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space (PR #175)
-- CLI default threshold aligned with the API threshold from [@oleksandr-kuzmenko](https://github.com/oleksandr-kuzmenko) (PR #181)
-
-### Removed
-- Support for Python 3.5 (PR #192)
-
-### Deprecated
-- Use of backport unicodedata from `unicodedata2` as Python is quickly catching up, scheduled for removal in 3.0 (PR #194)
-
-## [2.0.12](https://github.com/Ousret/charset_normalizer/compare/2.0.11...2.0.12) (2022-02-12)
-
-### Fixed
-- ASCII miss-detection on rare cases (PR #170) 
-
-## [2.0.11](https://github.com/Ousret/charset_normalizer/compare/2.0.10...2.0.11) (2022-01-30)
-
-### Added
-- Explicit support for Python 3.11 (PR #164)
-
-### Changed
-- The logging behavior have been completely reviewed, now using only TRACE and DEBUG levels (PR #163 #165)
-
-## [2.0.10](https://github.com/Ousret/charset_normalizer/compare/2.0.9...2.0.10) (2022-01-04)
-
-### Fixed
-- Fallback match entries might lead to UnicodeDecodeError for large bytes sequence (PR #154)
-
-### Changed
-- Skipping the language-detection (CD) on ASCII (PR #155)
-
-## [2.0.9](https://github.com/Ousret/charset_normalizer/compare/2.0.8...2.0.9) (2021-12-03)
-
-### Changed
-- Moderating the logging impact (since 2.0.8) for specific environments (PR #147)
-
-### Fixed
-- Wrong logging level applied when setting kwarg `explain` to True (PR #146)
-
-## [2.0.8](https://github.com/Ousret/charset_normalizer/compare/2.0.7...2.0.8) (2021-11-24)
-### Changed
-- Improvement over Vietnamese detection (PR #126)
-- MD improvement on trailing data and long foreign (non-pure latin) data (PR #124)
-- Efficiency improvements in cd/alphabet_languages from [@adbar](https://github.com/adbar) (PR #122)
-- call sum() without an intermediary list following PEP 289 recommendations from [@adbar](https://github.com/adbar) (PR #129)
-- Code style as refactored by Sourcery-AI (PR #131) 
-- Minor adjustment on the MD around european words (PR #133)
-- Remove and replace SRTs from assets / tests (PR #139)
-- Initialize the library logger with a `NullHandler` by default from [@nmaynes](https://github.com/nmaynes) (PR #135)
-- Setting kwarg `explain` to True will add provisionally (bounded to function lifespan) a specific stream handler (PR #135)
-
-### Fixed
-- Fix large (misleading) sequence giving UnicodeDecodeError (PR #137)
-- Avoid using too insignificant chunk (PR #137)
-
-### Added
-- Add and expose function `set_logging_handler` to configure a specific StreamHandler from [@nmaynes](https://github.com/nmaynes) (PR #135)
-- Add `CHANGELOG.md` entries, format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/) (PR #141)
-
-## [2.0.7](https://github.com/Ousret/charset_normalizer/compare/2.0.6...2.0.7) (2021-10-11)
-### Added
-- Add support for Kazakh (Cyrillic) language detection (PR #109)
-
-### Changed
-- Further, improve inferring the language from a given single-byte code page (PR #112)
-- Vainly trying to leverage PEP263 when PEP3120 is not supported (PR #116)
-- Refactoring for potential performance improvements in loops from [@adbar](https://github.com/adbar) (PR #113)
-- Various detection improvement (MD+CD) (PR #117)
-
-### Removed
-- Remove redundant logging entry about detected language(s) (PR #115)
-
-### Fixed
-- Fix a minor inconsistency between Python 3.5 and other versions regarding language detection (PR #117 #102)
-
-## [2.0.6](https://github.com/Ousret/charset_normalizer/compare/2.0.5...2.0.6) (2021-09-18)
-### Fixed
-- Unforeseen regression with the loss of the backward-compatibility with some older minor of Python 3.5.x (PR #100)
-- Fix CLI crash when using --minimal output in certain cases (PR #103)
-
-### Changed
-- Minor improvement to the detection efficiency (less than 1%) (PR #106 #101)
-
-## [2.0.5](https://github.com/Ousret/charset_normalizer/compare/2.0.4...2.0.5) (2021-09-14)
-### Changed
-- The project now comply with: flake8, mypy, isort and black to ensure a better overall quality (PR #81)
-- The BC-support with v1.x was improved, the old staticmethods are restored (PR #82)
-- The Unicode detection is slightly improved (PR #93)
-- Add syntax sugar \_\_bool\_\_ for results CharsetMatches list-container (PR #91)
-
-### Removed
-- The project no longer raise warning on tiny content given for detection, will be simply logged as warning instead (PR #92)
-
-### Fixed
-- In some rare case, the chunks extractor could cut in the middle of a multi-byte character and could mislead the mess detection (PR #95)
-- Some rare 'space' characters could trip up the UnprintablePlugin/Mess detection (PR #96)
-- The MANIFEST.in was not exhaustive (PR #78)
-
-## [2.0.4](https://github.com/Ousret/charset_normalizer/compare/2.0.3...2.0.4) (2021-07-30)
-### Fixed
-- The CLI no longer raise an unexpected exception when no encoding has been found (PR #70)
-- Fix accessing the 'alphabets' property when the payload contains surrogate characters (PR #68)
-- The logger could mislead (explain=True) on detected languages and the impact of one MBCS match (PR #72)
-- Submatch factoring could be wrong in rare edge cases (PR #72)
-- Multiple files given to the CLI were ignored when publishing results to STDOUT. (After the first path) (PR #72)
-- Fix line endings from CRLF to LF for certain project files (PR #67)
-
-### Changed
-- Adjust the MD to lower the sensitivity, thus improving the global detection reliability (PR #69 #76)
-- Allow fallback on specified encoding if any (PR #71)
-
-## [2.0.3](https://github.com/Ousret/charset_normalizer/compare/2.0.2...2.0.3) (2021-07-16)
-### Changed
-- Part of the detection mechanism has been improved to be less sensitive, resulting in more accurate detection results. Especially ASCII. (PR #63)
-- According to the community wishes, the detection will fall back on ASCII or UTF-8 in a last-resort case. (PR #64)
-
-## [2.0.2](https://github.com/Ousret/charset_normalizer/compare/2.0.1...2.0.2) (2021-07-15)
-### Fixed
-- Empty/Too small JSON payload miss-detection fixed. Report from [@tseaver](https://github.com/tseaver) (PR #59) 
-
-### Changed
-- Don't inject unicodedata2 into sys.modules from [@akx](https://github.com/akx) (PR #57)
-
-## [2.0.1](https://github.com/Ousret/charset_normalizer/compare/2.0.0...2.0.1) (2021-07-13)
-### Fixed
-- Make it work where there isn't a filesystem available, dropping assets frequencies.json. Report from [@sethmlarson](https://github.com/sethmlarson). (PR #55)
-- Using explain=False permanently disable the verbose output in the current runtime (PR #47)
-- One log entry (language target preemptive) was not show in logs when using explain=True (PR #47)
-- Fix undesired exception (ValueError) on getitem of instance CharsetMatches (PR #52)
-
-### Changed
-- Public function normalize default args values were not aligned with from_bytes (PR #53)
-
-### Added
-- You may now use charset aliases in cp_isolation and cp_exclusion arguments (PR #47)
-
-## [2.0.0](https://github.com/Ousret/charset_normalizer/compare/1.4.1...2.0.0) (2021-07-02)
-### Changed
-- 4x to 5 times faster than the previous 1.4.0 release. At least 2x faster than Chardet.
-- Accent has been made on UTF-8 detection, should perform rather instantaneous.
-- The backward compatibility with Chardet has been greatly improved. The legacy detect function returns an identical charset name whenever possible.
-- The detection mechanism has been slightly improved, now Turkish content is detected correctly (most of the time)
-- The program has been rewritten to ease the readability and maintainability. (+Using static typing)+
-- utf_7 detection has been reinstated.
-
-### Removed
-- This package no longer require anything when used with Python 3.5 (Dropped cached_property)
-- Removed support for these languages: Catalan, Esperanto, Kazakh, Baque, Volapük, Azeri, Galician, Nynorsk, Macedonian, and Serbocroatian.
-- The exception hook on UnicodeDecodeError has been removed.
-
-### Deprecated
-- Methods coherence_non_latin, w_counter, chaos_secondary_pass of the class CharsetMatch are now deprecated and scheduled for removal in v3.0
-
-### Fixed
-- The CLI output used the relative path of the file(s). Should be absolute.
-
-## [1.4.1](https://github.com/Ousret/charset_normalizer/compare/1.4.0...1.4.1) (2021-05-28)
-### Fixed
-- Logger configuration/usage no longer conflict with others (PR #44)
-
-## [1.4.0](https://github.com/Ousret/charset_normalizer/compare/1.3.9...1.4.0) (2021-05-21)
-### Removed
-- Using standard logging instead of using the package loguru.
-- Dropping nose test framework in favor of the maintained pytest.
-- Choose to not use dragonmapper package to help with gibberish Chinese/CJK text.
-- Require cached_property only for Python 3.5 due to constraint. Dropping for every other interpreter version.
-- Stop support for UTF-7 that does not contain a SIG.
-- Dropping PrettyTable, replaced with pure JSON output in CLI.
-
-### Fixed
-- BOM marker in a CharsetNormalizerMatch instance could be False in rare cases even if obviously present. Due to the sub-match factoring process.
-- Not searching properly for the BOM when trying utf32/16 parent codec.
-
-### Changed
-- Improving the package final size by compressing frequencies.json.
-- Huge improvement over the larges payload.
-
-### Added
-- CLI now produces JSON consumable output.
-- Return ASCII if given sequences fit. Given reasonable confidence.
-
-## [1.3.9](https://github.com/Ousret/charset_normalizer/compare/1.3.8...1.3.9) (2021-05-13)
-
-### Fixed
-- In some very rare cases, you may end up getting encode/decode errors due to a bad bytes payload (PR #40)
-
-## [1.3.8](https://github.com/Ousret/charset_normalizer/compare/1.3.7...1.3.8) (2021-05-12)
-
-### Fixed
-- Empty given payload for detection may cause an exception if trying to access the `alphabets` property. (PR #39)
-
-## [1.3.7](https://github.com/Ousret/charset_normalizer/compare/1.3.6...1.3.7) (2021-05-12)
-
-### Fixed
-- The legacy detect function should return UTF-8-SIG if sig is present in the payload. (PR #38)
-
-## [1.3.6](https://github.com/Ousret/charset_normalizer/compare/1.3.5...1.3.6) (2021-02-09)
-
-### Changed
-- Amend the previous release to allow prettytable 2.0 (PR #35)
-
-## [1.3.5](https://github.com/Ousret/charset_normalizer/compare/1.3.4...1.3.5) (2021-02-08)
-
-### Fixed
-- Fix error while using the package with a python pre-release interpreter (PR #33)
-
-### Changed
-- Dependencies refactoring, constraints revised.
-
-### Added
-- Add python 3.9 and 3.10 to the supported interpreters
-
-MIT License
-
-Copyright (c) 2019 TAHRI Ahmed R.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
deleted file mode 100644
index 1303d71c7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/RECORD
+++ /dev/null
@@ -1,35 +0,0 @@
-../../bin/normalizer,sha256=0R5cAp7pyMsQYJqiKungC_cPWKCdWsOdoWB0C4HqSSQ,310
-charset_normalizer-3.3.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-charset_normalizer-3.3.2.dist-info/LICENSE,sha256=6zGgxaT7Cbik4yBV0lweX5w1iidS_vPNcgIT0cz-4kE,1070
-charset_normalizer-3.3.2.dist-info/METADATA,sha256=cfLhl5A6SI-F0oclm8w8ux9wshL1nipdeCdVnYb4AaA,33550
-charset_normalizer-3.3.2.dist-info/RECORD,,
-charset_normalizer-3.3.2.dist-info/WHEEL,sha256=1K25WgJ_KyfvTx-UW0AtTToB1lRjnG-GzH7SmFlnRPw,111
-charset_normalizer-3.3.2.dist-info/entry_points.txt,sha256=ADSTKrkXZ3hhdOVFi6DcUEHQRS0xfxDIE_pEz4wLIXA,65
-charset_normalizer-3.3.2.dist-info/top_level.txt,sha256=7ASyzePr8_xuZWJsnqJjIBtyV8vhEo0wBCv1MPRRi3Q,19
-charset_normalizer/__init__.py,sha256=UzI3xC8PhmcLRMzSgPb6minTmRq0kWznnCBJ8ZCc2XI,1577
-charset_normalizer/__main__.py,sha256=JxY8bleaENOFlLRb9HfoeZCzAMnn2A1oGR5Xm2eyqg0,73
-charset_normalizer/__pycache__/__init__.cpython-311.pyc,,
-charset_normalizer/__pycache__/__main__.cpython-311.pyc,,
-charset_normalizer/__pycache__/api.cpython-311.pyc,,
-charset_normalizer/__pycache__/cd.cpython-311.pyc,,
-charset_normalizer/__pycache__/constant.cpython-311.pyc,,
-charset_normalizer/__pycache__/legacy.cpython-311.pyc,,
-charset_normalizer/__pycache__/md.cpython-311.pyc,,
-charset_normalizer/__pycache__/models.cpython-311.pyc,,
-charset_normalizer/__pycache__/utils.cpython-311.pyc,,
-charset_normalizer/__pycache__/version.cpython-311.pyc,,
-charset_normalizer/api.py,sha256=WOlWjy6wT8SeMYFpaGbXZFN1TMXa-s8vZYfkL4G29iQ,21097
-charset_normalizer/cd.py,sha256=xwZliZcTQFA3jU0c00PRiu9MNxXTFxQkFLWmMW24ZzI,12560
-charset_normalizer/cli/__init__.py,sha256=D5ERp8P62llm2FuoMzydZ7d9rs8cvvLXqE-1_6oViPc,100
-charset_normalizer/cli/__main__.py,sha256=2F-xURZJzo063Ye-2RLJ2wcmURpbKeAzKwpiws65dAs,9744
-charset_normalizer/cli/__pycache__/__init__.cpython-311.pyc,,
-charset_normalizer/cli/__pycache__/__main__.cpython-311.pyc,,
-charset_normalizer/constant.py,sha256=p0IsOVcEbPWYPOdWhnhRbjK1YVBy6fs05C5vKC-zoxU,40481
-charset_normalizer/legacy.py,sha256=T-QuVMsMeDiQEk8WSszMrzVJg_14AMeSkmHdRYhdl1k,2071
-charset_normalizer/md.cpython-311-darwin.so,sha256=OiyW5lqB7AjKTjTrjNitBY5KKuGMheybG2G8wJeEO6E,33152
-charset_normalizer/md.py,sha256=NkSuVLK13_a8c7BxZ4cGIQ5vOtGIWOdh22WZEvjp-7U,19624
-charset_normalizer/md__mypyc.cpython-311-darwin.so,sha256=4kdSJP5eNMOfCSeGHpSa5_ff7vNw2hX1e_d-Q4oQ6yg,215680
-charset_normalizer/models.py,sha256=I5i0s4aKCCgLPY2tUY3pwkgFA-BUbbNxQ7hVkVTt62s,11624
-charset_normalizer/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-charset_normalizer/utils.py,sha256=teiosMqzKjXyAHXnGdjSBOgnBZwx-SkBbCLrx0UXy8M,11894
-charset_normalizer/version.py,sha256=iHKUfHD3kDRSyrh_BN2ojh43TA5-UZQjvbVIEFfpHDs,79
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
deleted file mode 100644
index a65e9b2f2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.41.2)
-Root-Is-Purelib: false
-Tag: cp311-cp311-macosx_10_9_x86_64
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
deleted file mode 100644
index 65619e73e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/entry_points.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-[console_scripts]
-normalizer = charset_normalizer.cli:cli_detect
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
deleted file mode 100644
index 66958f0a0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer-3.3.2.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-charset_normalizer
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
deleted file mode 100644
index 55991fc38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__init__.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-Charset-Normalizer
-~~~~~~~~~~~~~~
-The Real First Universal Charset Detector.
-A library that helps you read text from an unknown charset encoding.
-Motivated by chardet, This package is trying to resolve the issue by taking a new approach.
-All IANA character set names for which the Python core library provides codecs are supported.
-
-Basic usage:
-   >>> from charset_normalizer import from_bytes
-   >>> results = from_bytes('Bсеки човек има право на образование. Oбразованието!'.encode('utf_8'))
-   >>> best_guess = results.best()
-   >>> str(best_guess)
-   'Bсеки човек има право на образование. Oбразованието!'
-
-Others methods and usages are available - see the full documentation
-at <https://github.com/Ousret/charset_normalizer>.
-:copyright: (c) 2021 by Ahmed TAHRI
-:license: MIT, see LICENSE for more details.
-"""
-import logging
-
-from .api import from_bytes, from_fp, from_path, is_binary
-from .legacy import detect
-from .models import CharsetMatch, CharsetMatches
-from .utils import set_logging_handler
-from .version import VERSION, __version__
-
-__all__ = (
-    "from_fp",
-    "from_path",
-    "from_bytes",
-    "is_binary",
-    "detect",
-    "CharsetMatch",
-    "CharsetMatches",
-    "__version__",
-    "VERSION",
-    "set_logging_handler",
-)
-
-# Attach a NullHandler to the top level logger by default
-# https://docs.python.org/3.3/howto/logging.html#configuring-logging-for-a-library
-
-logging.getLogger("charset_normalizer").addHandler(logging.NullHandler())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
deleted file mode 100644
index beae2ef77..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/__main__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-from .cli import cli_detect
-
-if __name__ == "__main__":
-    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
deleted file mode 100644
index 0ba08e3a5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/api.py
+++ /dev/null
@@ -1,626 +0,0 @@
-import logging
-from os import PathLike
-from typing import BinaryIO, List, Optional, Set, Union
-
-from .cd import (
-    coherence_ratio,
-    encoding_languages,
-    mb_encoding_languages,
-    merge_coherence_ratios,
-)
-from .constant import IANA_SUPPORTED, TOO_BIG_SEQUENCE, TOO_SMALL_SEQUENCE, TRACE
-from .md import mess_ratio
-from .models import CharsetMatch, CharsetMatches
-from .utils import (
-    any_specified_encoding,
-    cut_sequence_chunks,
-    iana_name,
-    identify_sig_or_bom,
-    is_cp_similar,
-    is_multi_byte_encoding,
-    should_strip_sig_or_bom,
-)
-
-# Will most likely be controversial
-# logging.addLevelName(TRACE, "TRACE")
-logger = logging.getLogger("charset_normalizer")
-explain_handler = logging.StreamHandler()
-explain_handler.setFormatter(
-    logging.Formatter("%(asctime)s | %(levelname)s | %(message)s")
-)
-
-
-def from_bytes(
-    sequences: Union[bytes, bytearray],
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.2,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Given a raw bytes sequence, return the best possibles charset usable to render str objects.
-    If there is no results, it is a strong indicator that the source is binary/not text.
-    By default, the process will extract 5 blocks of 512o each to assess the mess and coherence of a given sequence.
-    And will give up a particular code page after 20% of measured mess. Those criteria are customizable at will.
-
-    The preemptive behavior DOES NOT replace the traditional detection workflow, it prioritize a particular code page
-    but never take it for granted. Can improve the performance.
-
-    You may want to focus your attention to some code page or/and not others, use cp_isolation and cp_exclusion for that
-    purpose.
-
-    This function will strip the SIG in the payload/sequence every time except on UTF-16, UTF-32.
-    By default the library does not setup any handler other than the NullHandler, if you choose to set the 'explain'
-    toggle to True it will alter the logger configuration to add a StreamHandler that is suitable for debugging.
-    Custom logging format and handler can be set manually.
-    """
-
-    if not isinstance(sequences, (bytearray, bytes)):
-        raise TypeError(
-            "Expected object of type bytes or bytearray, got: {0}".format(
-                type(sequences)
-            )
-        )
-
-    if explain:
-        previous_logger_level: int = logger.level
-        logger.addHandler(explain_handler)
-        logger.setLevel(TRACE)
-
-    length: int = len(sequences)
-
-    if length == 0:
-        logger.debug("Encoding detection on empty bytes, assuming utf_8 intention.")
-        if explain:
-            logger.removeHandler(explain_handler)
-            logger.setLevel(previous_logger_level or logging.WARNING)
-        return CharsetMatches([CharsetMatch(sequences, "utf_8", 0.0, False, [], "")])
-
-    if cp_isolation is not None:
-        logger.log(
-            TRACE,
-            "cp_isolation is set. use this flag for debugging purpose. "
-            "limited list of encoding allowed : %s.",
-            ", ".join(cp_isolation),
-        )
-        cp_isolation = [iana_name(cp, False) for cp in cp_isolation]
-    else:
-        cp_isolation = []
-
-    if cp_exclusion is not None:
-        logger.log(
-            TRACE,
-            "cp_exclusion is set. use this flag for debugging purpose. "
-            "limited list of encoding excluded : %s.",
-            ", ".join(cp_exclusion),
-        )
-        cp_exclusion = [iana_name(cp, False) for cp in cp_exclusion]
-    else:
-        cp_exclusion = []
-
-    if length <= (chunk_size * steps):
-        logger.log(
-            TRACE,
-            "override steps (%i) and chunk_size (%i) as content does not fit (%i byte(s) given) parameters.",
-            steps,
-            chunk_size,
-            length,
-        )
-        steps = 1
-        chunk_size = length
-
-    if steps > 1 and length / steps < chunk_size:
-        chunk_size = int(length / steps)
-
-    is_too_small_sequence: bool = len(sequences) < TOO_SMALL_SEQUENCE
-    is_too_large_sequence: bool = len(sequences) >= TOO_BIG_SEQUENCE
-
-    if is_too_small_sequence:
-        logger.log(
-            TRACE,
-            "Trying to detect encoding from a tiny portion of ({}) byte(s).".format(
-                length
-            ),
-        )
-    elif is_too_large_sequence:
-        logger.log(
-            TRACE,
-            "Using lazy str decoding because the payload is quite large, ({}) byte(s).".format(
-                length
-            ),
-        )
-
-    prioritized_encodings: List[str] = []
-
-    specified_encoding: Optional[str] = (
-        any_specified_encoding(sequences) if preemptive_behaviour else None
-    )
-
-    if specified_encoding is not None:
-        prioritized_encodings.append(specified_encoding)
-        logger.log(
-            TRACE,
-            "Detected declarative mark in sequence. Priority +1 given for %s.",
-            specified_encoding,
-        )
-
-    tested: Set[str] = set()
-    tested_but_hard_failure: List[str] = []
-    tested_but_soft_failure: List[str] = []
-
-    fallback_ascii: Optional[CharsetMatch] = None
-    fallback_u8: Optional[CharsetMatch] = None
-    fallback_specified: Optional[CharsetMatch] = None
-
-    results: CharsetMatches = CharsetMatches()
-
-    sig_encoding, sig_payload = identify_sig_or_bom(sequences)
-
-    if sig_encoding is not None:
-        prioritized_encodings.append(sig_encoding)
-        logger.log(
-            TRACE,
-            "Detected a SIG or BOM mark on first %i byte(s). Priority +1 given for %s.",
-            len(sig_payload),
-            sig_encoding,
-        )
-
-    prioritized_encodings.append("ascii")
-
-    if "utf_8" not in prioritized_encodings:
-        prioritized_encodings.append("utf_8")
-
-    for encoding_iana in prioritized_encodings + IANA_SUPPORTED:
-        if cp_isolation and encoding_iana not in cp_isolation:
-            continue
-
-        if cp_exclusion and encoding_iana in cp_exclusion:
-            continue
-
-        if encoding_iana in tested:
-            continue
-
-        tested.add(encoding_iana)
-
-        decoded_payload: Optional[str] = None
-        bom_or_sig_available: bool = sig_encoding == encoding_iana
-        strip_sig_or_bom: bool = bom_or_sig_available and should_strip_sig_or_bom(
-            encoding_iana
-        )
-
-        if encoding_iana in {"utf_16", "utf_32"} and not bom_or_sig_available:
-            logger.log(
-                TRACE,
-                "Encoding %s won't be tested as-is because it require a BOM. Will try some sub-encoder LE/BE.",
-                encoding_iana,
-            )
-            continue
-        if encoding_iana in {"utf_7"} and not bom_or_sig_available:
-            logger.log(
-                TRACE,
-                "Encoding %s won't be tested as-is because detection is unreliable without BOM/SIG.",
-                encoding_iana,
-            )
-            continue
-
-        try:
-            is_multi_byte_decoder: bool = is_multi_byte_encoding(encoding_iana)
-        except (ModuleNotFoundError, ImportError):
-            logger.log(
-                TRACE,
-                "Encoding %s does not provide an IncrementalDecoder",
-                encoding_iana,
-            )
-            continue
-
-        try:
-            if is_too_large_sequence and is_multi_byte_decoder is False:
-                str(
-                    sequences[: int(50e4)]
-                    if strip_sig_or_bom is False
-                    else sequences[len(sig_payload) : int(50e4)],
-                    encoding=encoding_iana,
-                )
-            else:
-                decoded_payload = str(
-                    sequences
-                    if strip_sig_or_bom is False
-                    else sequences[len(sig_payload) :],
-                    encoding=encoding_iana,
-                )
-        except (UnicodeDecodeError, LookupError) as e:
-            if not isinstance(e, LookupError):
-                logger.log(
-                    TRACE,
-                    "Code page %s does not fit given bytes sequence at ALL. %s",
-                    encoding_iana,
-                    str(e),
-                )
-            tested_but_hard_failure.append(encoding_iana)
-            continue
-
-        similar_soft_failure_test: bool = False
-
-        for encoding_soft_failed in tested_but_soft_failure:
-            if is_cp_similar(encoding_iana, encoding_soft_failed):
-                similar_soft_failure_test = True
-                break
-
-        if similar_soft_failure_test:
-            logger.log(
-                TRACE,
-                "%s is deemed too similar to code page %s and was consider unsuited already. Continuing!",
-                encoding_iana,
-                encoding_soft_failed,
-            )
-            continue
-
-        r_ = range(
-            0 if not bom_or_sig_available else len(sig_payload),
-            length,
-            int(length / steps),
-        )
-
-        multi_byte_bonus: bool = (
-            is_multi_byte_decoder
-            and decoded_payload is not None
-            and len(decoded_payload) < length
-        )
-
-        if multi_byte_bonus:
-            logger.log(
-                TRACE,
-                "Code page %s is a multi byte encoding table and it appear that at least one character "
-                "was encoded using n-bytes.",
-                encoding_iana,
-            )
-
-        max_chunk_gave_up: int = int(len(r_) / 4)
-
-        max_chunk_gave_up = max(max_chunk_gave_up, 2)
-        early_stop_count: int = 0
-        lazy_str_hard_failure = False
-
-        md_chunks: List[str] = []
-        md_ratios = []
-
-        try:
-            for chunk in cut_sequence_chunks(
-                sequences,
-                encoding_iana,
-                r_,
-                chunk_size,
-                bom_or_sig_available,
-                strip_sig_or_bom,
-                sig_payload,
-                is_multi_byte_decoder,
-                decoded_payload,
-            ):
-                md_chunks.append(chunk)
-
-                md_ratios.append(
-                    mess_ratio(
-                        chunk,
-                        threshold,
-                        explain is True and 1 <= len(cp_isolation) <= 2,
-                    )
-                )
-
-                if md_ratios[-1] >= threshold:
-                    early_stop_count += 1
-
-                if (early_stop_count >= max_chunk_gave_up) or (
-                    bom_or_sig_available and strip_sig_or_bom is False
-                ):
-                    break
-        except (
-            UnicodeDecodeError
-        ) as e:  # Lazy str loading may have missed something there
-            logger.log(
-                TRACE,
-                "LazyStr Loading: After MD chunk decode, code page %s does not fit given bytes sequence at ALL. %s",
-                encoding_iana,
-                str(e),
-            )
-            early_stop_count = max_chunk_gave_up
-            lazy_str_hard_failure = True
-
-        # We might want to check the sequence again with the whole content
-        # Only if initial MD tests passes
-        if (
-            not lazy_str_hard_failure
-            and is_too_large_sequence
-            and not is_multi_byte_decoder
-        ):
-            try:
-                sequences[int(50e3) :].decode(encoding_iana, errors="strict")
-            except UnicodeDecodeError as e:
-                logger.log(
-                    TRACE,
-                    "LazyStr Loading: After final lookup, code page %s does not fit given bytes sequence at ALL. %s",
-                    encoding_iana,
-                    str(e),
-                )
-                tested_but_hard_failure.append(encoding_iana)
-                continue
-
-        mean_mess_ratio: float = sum(md_ratios) / len(md_ratios) if md_ratios else 0.0
-        if mean_mess_ratio >= threshold or early_stop_count >= max_chunk_gave_up:
-            tested_but_soft_failure.append(encoding_iana)
-            logger.log(
-                TRACE,
-                "%s was excluded because of initial chaos probing. Gave up %i time(s). "
-                "Computed mean chaos is %f %%.",
-                encoding_iana,
-                early_stop_count,
-                round(mean_mess_ratio * 100, ndigits=3),
-            )
-            # Preparing those fallbacks in case we got nothing.
-            if (
-                enable_fallback
-                and encoding_iana in ["ascii", "utf_8", specified_encoding]
-                and not lazy_str_hard_failure
-            ):
-                fallback_entry = CharsetMatch(
-                    sequences, encoding_iana, threshold, False, [], decoded_payload
-                )
-                if encoding_iana == specified_encoding:
-                    fallback_specified = fallback_entry
-                elif encoding_iana == "ascii":
-                    fallback_ascii = fallback_entry
-                else:
-                    fallback_u8 = fallback_entry
-            continue
-
-        logger.log(
-            TRACE,
-            "%s passed initial chaos probing. Mean measured chaos is %f %%",
-            encoding_iana,
-            round(mean_mess_ratio * 100, ndigits=3),
-        )
-
-        if not is_multi_byte_decoder:
-            target_languages: List[str] = encoding_languages(encoding_iana)
-        else:
-            target_languages = mb_encoding_languages(encoding_iana)
-
-        if target_languages:
-            logger.log(
-                TRACE,
-                "{} should target any language(s) of {}".format(
-                    encoding_iana, str(target_languages)
-                ),
-            )
-
-        cd_ratios = []
-
-        # We shall skip the CD when its about ASCII
-        # Most of the time its not relevant to run "language-detection" on it.
-        if encoding_iana != "ascii":
-            for chunk in md_chunks:
-                chunk_languages = coherence_ratio(
-                    chunk,
-                    language_threshold,
-                    ",".join(target_languages) if target_languages else None,
-                )
-
-                cd_ratios.append(chunk_languages)
-
-        cd_ratios_merged = merge_coherence_ratios(cd_ratios)
-
-        if cd_ratios_merged:
-            logger.log(
-                TRACE,
-                "We detected language {} using {}".format(
-                    cd_ratios_merged, encoding_iana
-                ),
-            )
-
-        results.append(
-            CharsetMatch(
-                sequences,
-                encoding_iana,
-                mean_mess_ratio,
-                bom_or_sig_available,
-                cd_ratios_merged,
-                decoded_payload,
-            )
-        )
-
-        if (
-            encoding_iana in [specified_encoding, "ascii", "utf_8"]
-            and mean_mess_ratio < 0.1
-        ):
-            logger.debug(
-                "Encoding detection: %s is most likely the one.", encoding_iana
-            )
-            if explain:
-                logger.removeHandler(explain_handler)
-                logger.setLevel(previous_logger_level)
-            return CharsetMatches([results[encoding_iana]])
-
-        if encoding_iana == sig_encoding:
-            logger.debug(
-                "Encoding detection: %s is most likely the one as we detected a BOM or SIG within "
-                "the beginning of the sequence.",
-                encoding_iana,
-            )
-            if explain:
-                logger.removeHandler(explain_handler)
-                logger.setLevel(previous_logger_level)
-            return CharsetMatches([results[encoding_iana]])
-
-    if len(results) == 0:
-        if fallback_u8 or fallback_ascii or fallback_specified:
-            logger.log(
-                TRACE,
-                "Nothing got out of the detection process. Using ASCII/UTF-8/Specified fallback.",
-            )
-
-        if fallback_specified:
-            logger.debug(
-                "Encoding detection: %s will be used as a fallback match",
-                fallback_specified.encoding,
-            )
-            results.append(fallback_specified)
-        elif (
-            (fallback_u8 and fallback_ascii is None)
-            or (
-                fallback_u8
-                and fallback_ascii
-                and fallback_u8.fingerprint != fallback_ascii.fingerprint
-            )
-            or (fallback_u8 is not None)
-        ):
-            logger.debug("Encoding detection: utf_8 will be used as a fallback match")
-            results.append(fallback_u8)
-        elif fallback_ascii:
-            logger.debug("Encoding detection: ascii will be used as a fallback match")
-            results.append(fallback_ascii)
-
-    if results:
-        logger.debug(
-            "Encoding detection: Found %s as plausible (best-candidate) for content. With %i alternatives.",
-            results.best().encoding,  # type: ignore
-            len(results) - 1,
-        )
-    else:
-        logger.debug("Encoding detection: Unable to determine any suitable charset.")
-
-    if explain:
-        logger.removeHandler(explain_handler)
-        logger.setLevel(previous_logger_level)
-
-    return results
-
-
-def from_fp(
-    fp: BinaryIO,
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Same thing than the function from_bytes but using a file pointer that is already ready.
-    Will not close the file pointer.
-    """
-    return from_bytes(
-        fp.read(),
-        steps,
-        chunk_size,
-        threshold,
-        cp_isolation,
-        cp_exclusion,
-        preemptive_behaviour,
-        explain,
-        language_threshold,
-        enable_fallback,
-    )
-
-
-def from_path(
-    path: Union[str, bytes, PathLike],  # type: ignore[type-arg]
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = True,
-) -> CharsetMatches:
-    """
-    Same thing than the function from_bytes but with one extra step. Opening and reading given file path in binary mode.
-    Can raise IOError.
-    """
-    with open(path, "rb") as fp:
-        return from_fp(
-            fp,
-            steps,
-            chunk_size,
-            threshold,
-            cp_isolation,
-            cp_exclusion,
-            preemptive_behaviour,
-            explain,
-            language_threshold,
-            enable_fallback,
-        )
-
-
-def is_binary(
-    fp_or_path_or_payload: Union[PathLike, str, BinaryIO, bytes],  # type: ignore[type-arg]
-    steps: int = 5,
-    chunk_size: int = 512,
-    threshold: float = 0.20,
-    cp_isolation: Optional[List[str]] = None,
-    cp_exclusion: Optional[List[str]] = None,
-    preemptive_behaviour: bool = True,
-    explain: bool = False,
-    language_threshold: float = 0.1,
-    enable_fallback: bool = False,
-) -> bool:
-    """
-    Detect if the given input (file, bytes, or path) points to a binary file. aka. not a string.
-    Based on the same main heuristic algorithms and default kwargs at the sole exception that fallbacks match
-    are disabled to be stricter around ASCII-compatible but unlikely to be a string.
-    """
-    if isinstance(fp_or_path_or_payload, (str, PathLike)):
-        guesses = from_path(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-    elif isinstance(
-        fp_or_path_or_payload,
-        (
-            bytes,
-            bytearray,
-        ),
-    ):
-        guesses = from_bytes(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-    else:
-        guesses = from_fp(
-            fp_or_path_or_payload,
-            steps=steps,
-            chunk_size=chunk_size,
-            threshold=threshold,
-            cp_isolation=cp_isolation,
-            cp_exclusion=cp_exclusion,
-            preemptive_behaviour=preemptive_behaviour,
-            explain=explain,
-            language_threshold=language_threshold,
-            enable_fallback=enable_fallback,
-        )
-
-    return not guesses
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
deleted file mode 100644
index 4ea6760c4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cd.py
+++ /dev/null
@@ -1,395 +0,0 @@
-import importlib
-from codecs import IncrementalDecoder
-from collections import Counter
-from functools import lru_cache
-from typing import Counter as TypeCounter, Dict, List, Optional, Tuple
-
-from .constant import (
-    FREQUENCIES,
-    KO_NAMES,
-    LANGUAGE_SUPPORTED_COUNT,
-    TOO_SMALL_SEQUENCE,
-    ZH_NAMES,
-)
-from .md import is_suspiciously_successive_range
-from .models import CoherenceMatches
-from .utils import (
-    is_accentuated,
-    is_latin,
-    is_multi_byte_encoding,
-    is_unicode_range_secondary,
-    unicode_range,
-)
-
-
-def encoding_unicode_range(iana_name: str) -> List[str]:
-    """
-    Return associated unicode ranges in a single byte code page.
-    """
-    if is_multi_byte_encoding(iana_name):
-        raise IOError("Function not supported on multi-byte code page")
-
-    decoder = importlib.import_module(
-        "encodings.{}".format(iana_name)
-    ).IncrementalDecoder
-
-    p: IncrementalDecoder = decoder(errors="ignore")
-    seen_ranges: Dict[str, int] = {}
-    character_count: int = 0
-
-    for i in range(0x40, 0xFF):
-        chunk: str = p.decode(bytes([i]))
-
-        if chunk:
-            character_range: Optional[str] = unicode_range(chunk)
-
-            if character_range is None:
-                continue
-
-            if is_unicode_range_secondary(character_range) is False:
-                if character_range not in seen_ranges:
-                    seen_ranges[character_range] = 0
-                seen_ranges[character_range] += 1
-                character_count += 1
-
-    return sorted(
-        [
-            character_range
-            for character_range in seen_ranges
-            if seen_ranges[character_range] / character_count >= 0.15
-        ]
-    )
-
-
-def unicode_range_languages(primary_range: str) -> List[str]:
-    """
-    Return inferred languages used with a unicode range.
-    """
-    languages: List[str] = []
-
-    for language, characters in FREQUENCIES.items():
-        for character in characters:
-            if unicode_range(character) == primary_range:
-                languages.append(language)
-                break
-
-    return languages
-
-
-@lru_cache()
-def encoding_languages(iana_name: str) -> List[str]:
-    """
-    Single-byte encoding language association. Some code page are heavily linked to particular language(s).
-    This function does the correspondence.
-    """
-    unicode_ranges: List[str] = encoding_unicode_range(iana_name)
-    primary_range: Optional[str] = None
-
-    for specified_range in unicode_ranges:
-        if "Latin" not in specified_range:
-            primary_range = specified_range
-            break
-
-    if primary_range is None:
-        return ["Latin Based"]
-
-    return unicode_range_languages(primary_range)
-
-
-@lru_cache()
-def mb_encoding_languages(iana_name: str) -> List[str]:
-    """
-    Multi-byte encoding language association. Some code page are heavily linked to particular language(s).
-    This function does the correspondence.
-    """
-    if (
-        iana_name.startswith("shift_")
-        or iana_name.startswith("iso2022_jp")
-        or iana_name.startswith("euc_j")
-        or iana_name == "cp932"
-    ):
-        return ["Japanese"]
-    if iana_name.startswith("gb") or iana_name in ZH_NAMES:
-        return ["Chinese"]
-    if iana_name.startswith("iso2022_kr") or iana_name in KO_NAMES:
-        return ["Korean"]
-
-    return []
-
-
-@lru_cache(maxsize=LANGUAGE_SUPPORTED_COUNT)
-def get_target_features(language: str) -> Tuple[bool, bool]:
-    """
-    Determine main aspects from a supported language if it contains accents and if is pure Latin.
-    """
-    target_have_accents: bool = False
-    target_pure_latin: bool = True
-
-    for character in FREQUENCIES[language]:
-        if not target_have_accents and is_accentuated(character):
-            target_have_accents = True
-        if target_pure_latin and is_latin(character) is False:
-            target_pure_latin = False
-
-    return target_have_accents, target_pure_latin
-
-
-def alphabet_languages(
-    characters: List[str], ignore_non_latin: bool = False
-) -> List[str]:
-    """
-    Return associated languages associated to given characters.
-    """
-    languages: List[Tuple[str, float]] = []
-
-    source_have_accents = any(is_accentuated(character) for character in characters)
-
-    for language, language_characters in FREQUENCIES.items():
-        target_have_accents, target_pure_latin = get_target_features(language)
-
-        if ignore_non_latin and target_pure_latin is False:
-            continue
-
-        if target_have_accents is False and source_have_accents:
-            continue
-
-        character_count: int = len(language_characters)
-
-        character_match_count: int = len(
-            [c for c in language_characters if c in characters]
-        )
-
-        ratio: float = character_match_count / character_count
-
-        if ratio >= 0.2:
-            languages.append((language, ratio))
-
-    languages = sorted(languages, key=lambda x: x[1], reverse=True)
-
-    return [compatible_language[0] for compatible_language in languages]
-
-
-def characters_popularity_compare(
-    language: str, ordered_characters: List[str]
-) -> float:
-    """
-    Determine if a ordered characters list (by occurrence from most appearance to rarest) match a particular language.
-    The result is a ratio between 0. (absolutely no correspondence) and 1. (near perfect fit).
-    Beware that is function is not strict on the match in order to ease the detection. (Meaning close match is 1.)
-    """
-    if language not in FREQUENCIES:
-        raise ValueError("{} not available".format(language))
-
-    character_approved_count: int = 0
-    FREQUENCIES_language_set = set(FREQUENCIES[language])
-
-    ordered_characters_count: int = len(ordered_characters)
-    target_language_characters_count: int = len(FREQUENCIES[language])
-
-    large_alphabet: bool = target_language_characters_count > 26
-
-    for character, character_rank in zip(
-        ordered_characters, range(0, ordered_characters_count)
-    ):
-        if character not in FREQUENCIES_language_set:
-            continue
-
-        character_rank_in_language: int = FREQUENCIES[language].index(character)
-        expected_projection_ratio: float = (
-            target_language_characters_count / ordered_characters_count
-        )
-        character_rank_projection: int = int(character_rank * expected_projection_ratio)
-
-        if (
-            large_alphabet is False
-            and abs(character_rank_projection - character_rank_in_language) > 4
-        ):
-            continue
-
-        if (
-            large_alphabet is True
-            and abs(character_rank_projection - character_rank_in_language)
-            < target_language_characters_count / 3
-        ):
-            character_approved_count += 1
-            continue
-
-        characters_before_source: List[str] = FREQUENCIES[language][
-            0:character_rank_in_language
-        ]
-        characters_after_source: List[str] = FREQUENCIES[language][
-            character_rank_in_language:
-        ]
-        characters_before: List[str] = ordered_characters[0:character_rank]
-        characters_after: List[str] = ordered_characters[character_rank:]
-
-        before_match_count: int = len(
-            set(characters_before) & set(characters_before_source)
-        )
-
-        after_match_count: int = len(
-            set(characters_after) & set(characters_after_source)
-        )
-
-        if len(characters_before_source) == 0 and before_match_count <= 4:
-            character_approved_count += 1
-            continue
-
-        if len(characters_after_source) == 0 and after_match_count <= 4:
-            character_approved_count += 1
-            continue
-
-        if (
-            before_match_count / len(characters_before_source) >= 0.4
-            or after_match_count / len(characters_after_source) >= 0.4
-        ):
-            character_approved_count += 1
-            continue
-
-    return character_approved_count / len(ordered_characters)
-
-
-def alpha_unicode_split(decoded_sequence: str) -> List[str]:
-    """
-    Given a decoded text sequence, return a list of str. Unicode range / alphabet separation.
-    Ex. a text containing English/Latin with a bit a Hebrew will return two items in the resulting list;
-    One containing the latin letters and the other hebrew.
-    """
-    layers: Dict[str, str] = {}
-
-    for character in decoded_sequence:
-        if character.isalpha() is False:
-            continue
-
-        character_range: Optional[str] = unicode_range(character)
-
-        if character_range is None:
-            continue
-
-        layer_target_range: Optional[str] = None
-
-        for discovered_range in layers:
-            if (
-                is_suspiciously_successive_range(discovered_range, character_range)
-                is False
-            ):
-                layer_target_range = discovered_range
-                break
-
-        if layer_target_range is None:
-            layer_target_range = character_range
-
-        if layer_target_range not in layers:
-            layers[layer_target_range] = character.lower()
-            continue
-
-        layers[layer_target_range] += character.lower()
-
-    return list(layers.values())
-
-
-def merge_coherence_ratios(results: List[CoherenceMatches]) -> CoherenceMatches:
-    """
-    This function merge results previously given by the function coherence_ratio.
-    The return type is the same as coherence_ratio.
-    """
-    per_language_ratios: Dict[str, List[float]] = {}
-    for result in results:
-        for sub_result in result:
-            language, ratio = sub_result
-            if language not in per_language_ratios:
-                per_language_ratios[language] = [ratio]
-                continue
-            per_language_ratios[language].append(ratio)
-
-    merge = [
-        (
-            language,
-            round(
-                sum(per_language_ratios[language]) / len(per_language_ratios[language]),
-                4,
-            ),
-        )
-        for language in per_language_ratios
-    ]
-
-    return sorted(merge, key=lambda x: x[1], reverse=True)
-
-
-def filter_alt_coherence_matches(results: CoherenceMatches) -> CoherenceMatches:
-    """
-    We shall NOT return "English—" in CoherenceMatches because it is an alternative
-    of "English". This function only keeps the best match and remove the em-dash in it.
-    """
-    index_results: Dict[str, List[float]] = dict()
-
-    for result in results:
-        language, ratio = result
-        no_em_name: str = language.replace("—", "")
-
-        if no_em_name not in index_results:
-            index_results[no_em_name] = []
-
-        index_results[no_em_name].append(ratio)
-
-    if any(len(index_results[e]) > 1 for e in index_results):
-        filtered_results: CoherenceMatches = []
-
-        for language in index_results:
-            filtered_results.append((language, max(index_results[language])))
-
-        return filtered_results
-
-    return results
-
-
-@lru_cache(maxsize=2048)
-def coherence_ratio(
-    decoded_sequence: str, threshold: float = 0.1, lg_inclusion: Optional[str] = None
-) -> CoherenceMatches:
-    """
-    Detect ANY language that can be identified in given sequence. The sequence will be analysed by layers.
-    A layer = Character extraction by alphabets/ranges.
-    """
-
-    results: List[Tuple[str, float]] = []
-    ignore_non_latin: bool = False
-
-    sufficient_match_count: int = 0
-
-    lg_inclusion_list = lg_inclusion.split(",") if lg_inclusion is not None else []
-    if "Latin Based" in lg_inclusion_list:
-        ignore_non_latin = True
-        lg_inclusion_list.remove("Latin Based")
-
-    for layer in alpha_unicode_split(decoded_sequence):
-        sequence_frequencies: TypeCounter[str] = Counter(layer)
-        most_common = sequence_frequencies.most_common()
-
-        character_count: int = sum(o for c, o in most_common)
-
-        if character_count <= TOO_SMALL_SEQUENCE:
-            continue
-
-        popular_character_ordered: List[str] = [c for c, o in most_common]
-
-        for language in lg_inclusion_list or alphabet_languages(
-            popular_character_ordered, ignore_non_latin
-        ):
-            ratio: float = characters_popularity_compare(
-                language, popular_character_ordered
-            )
-
-            if ratio < threshold:
-                continue
-            elif ratio >= 0.8:
-                sufficient_match_count += 1
-
-            results.append((language, round(ratio, 4)))
-
-            if sufficient_match_count >= 3:
-                break
-
-    return sorted(
-        filter_alt_coherence_matches(results), key=lambda x: x[1], reverse=True
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
deleted file mode 100644
index d95fedfe5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__init__.py
+++ /dev/null
@@ -1,6 +0,0 @@
-from .__main__ import cli_detect, query_yes_no
-
-__all__ = (
-    "cli_detect",
-    "query_yes_no",
-)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
deleted file mode 100644
index f4bcbaac0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/cli/__main__.py
+++ /dev/null
@@ -1,296 +0,0 @@
-import argparse
-import sys
-from json import dumps
-from os.path import abspath, basename, dirname, join, realpath
-from platform import python_version
-from typing import List, Optional
-from unicodedata import unidata_version
-
-import charset_normalizer.md as md_module
-from charset_normalizer import from_fp
-from charset_normalizer.models import CliDetectionResult
-from charset_normalizer.version import __version__
-
-
-def query_yes_no(question: str, default: str = "yes") -> bool:
-    """Ask a yes/no question via input() and return their answer.
-
-    "question" is a string that is presented to the user.
-    "default" is the presumed answer if the user just hits <Enter>.
-        It must be "yes" (the default), "no" or None (meaning
-        an answer is required of the user).
-
-    The "answer" return value is True for "yes" or False for "no".
-
-    Credit goes to (c) https://stackoverflow.com/questions/3041986/apt-command-line-interface-like-yes-no-input
-    """
-    valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False}
-    if default is None:
-        prompt = " [y/n] "
-    elif default == "yes":
-        prompt = " [Y/n] "
-    elif default == "no":
-        prompt = " [y/N] "
-    else:
-        raise ValueError("invalid default answer: '%s'" % default)
-
-    while True:
-        sys.stdout.write(question + prompt)
-        choice = input().lower()
-        if default is not None and choice == "":
-            return valid[default]
-        elif choice in valid:
-            return valid[choice]
-        else:
-            sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n")
-
-
-def cli_detect(argv: Optional[List[str]] = None) -> int:
-    """
-    CLI assistant using ARGV and ArgumentParser
-    :param argv:
-    :return: 0 if everything is fine, anything else equal trouble
-    """
-    parser = argparse.ArgumentParser(
-        description="The Real First Universal Charset Detector. "
-        "Discover originating encoding used on text file. "
-        "Normalize text to unicode."
-    )
-
-    parser.add_argument(
-        "files", type=argparse.FileType("rb"), nargs="+", help="File(s) to be analysed"
-    )
-    parser.add_argument(
-        "-v",
-        "--verbose",
-        action="store_true",
-        default=False,
-        dest="verbose",
-        help="Display complementary information about file if any. "
-        "Stdout will contain logs about the detection process.",
-    )
-    parser.add_argument(
-        "-a",
-        "--with-alternative",
-        action="store_true",
-        default=False,
-        dest="alternatives",
-        help="Output complementary possibilities if any. Top-level JSON WILL be a list.",
-    )
-    parser.add_argument(
-        "-n",
-        "--normalize",
-        action="store_true",
-        default=False,
-        dest="normalize",
-        help="Permit to normalize input file. If not set, program does not write anything.",
-    )
-    parser.add_argument(
-        "-m",
-        "--minimal",
-        action="store_true",
-        default=False,
-        dest="minimal",
-        help="Only output the charset detected to STDOUT. Disabling JSON output.",
-    )
-    parser.add_argument(
-        "-r",
-        "--replace",
-        action="store_true",
-        default=False,
-        dest="replace",
-        help="Replace file when trying to normalize it instead of creating a new one.",
-    )
-    parser.add_argument(
-        "-f",
-        "--force",
-        action="store_true",
-        default=False,
-        dest="force",
-        help="Replace file without asking if you are sure, use this flag with caution.",
-    )
-    parser.add_argument(
-        "-t",
-        "--threshold",
-        action="store",
-        default=0.2,
-        type=float,
-        dest="threshold",
-        help="Define a custom maximum amount of chaos allowed in decoded content. 0. <= chaos <= 1.",
-    )
-    parser.add_argument(
-        "--version",
-        action="version",
-        version="Charset-Normalizer {} - Python {} - Unicode {} - SpeedUp {}".format(
-            __version__,
-            python_version(),
-            unidata_version,
-            "OFF" if md_module.__file__.lower().endswith(".py") else "ON",
-        ),
-        help="Show version information and exit.",
-    )
-
-    args = parser.parse_args(argv)
-
-    if args.replace is True and args.normalize is False:
-        print("Use --replace in addition of --normalize only.", file=sys.stderr)
-        return 1
-
-    if args.force is True and args.replace is False:
-        print("Use --force in addition of --replace only.", file=sys.stderr)
-        return 1
-
-    if args.threshold < 0.0 or args.threshold > 1.0:
-        print("--threshold VALUE should be between 0. AND 1.", file=sys.stderr)
-        return 1
-
-    x_ = []
-
-    for my_file in args.files:
-        matches = from_fp(my_file, threshold=args.threshold, explain=args.verbose)
-
-        best_guess = matches.best()
-
-        if best_guess is None:
-            print(
-                'Unable to identify originating encoding for "{}". {}'.format(
-                    my_file.name,
-                    "Maybe try increasing maximum amount of chaos."
-                    if args.threshold < 1.0
-                    else "",
-                ),
-                file=sys.stderr,
-            )
-            x_.append(
-                CliDetectionResult(
-                    abspath(my_file.name),
-                    None,
-                    [],
-                    [],
-                    "Unknown",
-                    [],
-                    False,
-                    1.0,
-                    0.0,
-                    None,
-                    True,
-                )
-            )
-        else:
-            x_.append(
-                CliDetectionResult(
-                    abspath(my_file.name),
-                    best_guess.encoding,
-                    best_guess.encoding_aliases,
-                    [
-                        cp
-                        for cp in best_guess.could_be_from_charset
-                        if cp != best_guess.encoding
-                    ],
-                    best_guess.language,
-                    best_guess.alphabets,
-                    best_guess.bom,
-                    best_guess.percent_chaos,
-                    best_guess.percent_coherence,
-                    None,
-                    True,
-                )
-            )
-
-            if len(matches) > 1 and args.alternatives:
-                for el in matches:
-                    if el != best_guess:
-                        x_.append(
-                            CliDetectionResult(
-                                abspath(my_file.name),
-                                el.encoding,
-                                el.encoding_aliases,
-                                [
-                                    cp
-                                    for cp in el.could_be_from_charset
-                                    if cp != el.encoding
-                                ],
-                                el.language,
-                                el.alphabets,
-                                el.bom,
-                                el.percent_chaos,
-                                el.percent_coherence,
-                                None,
-                                False,
-                            )
-                        )
-
-            if args.normalize is True:
-                if best_guess.encoding.startswith("utf") is True:
-                    print(
-                        '"{}" file does not need to be normalized, as it already came from unicode.'.format(
-                            my_file.name
-                        ),
-                        file=sys.stderr,
-                    )
-                    if my_file.closed is False:
-                        my_file.close()
-                    continue
-
-                dir_path = dirname(realpath(my_file.name))
-                file_name = basename(realpath(my_file.name))
-
-                o_: List[str] = file_name.split(".")
-
-                if args.replace is False:
-                    o_.insert(-1, best_guess.encoding)
-                    if my_file.closed is False:
-                        my_file.close()
-                elif (
-                    args.force is False
-                    and query_yes_no(
-                        'Are you sure to normalize "{}" by replacing it ?'.format(
-                            my_file.name
-                        ),
-                        "no",
-                    )
-                    is False
-                ):
-                    if my_file.closed is False:
-                        my_file.close()
-                    continue
-
-                try:
-                    x_[0].unicode_path = join(dir_path, ".".join(o_))
-
-                    with open(x_[0].unicode_path, "w", encoding="utf-8") as fp:
-                        fp.write(str(best_guess))
-                except IOError as e:
-                    print(str(e), file=sys.stderr)
-                    if my_file.closed is False:
-                        my_file.close()
-                    return 2
-
-        if my_file.closed is False:
-            my_file.close()
-
-    if args.minimal is False:
-        print(
-            dumps(
-                [el.__dict__ for el in x_] if len(x_) > 1 else x_[0].__dict__,
-                ensure_ascii=True,
-                indent=4,
-            )
-        )
-    else:
-        for my_file in args.files:
-            print(
-                ", ".join(
-                    [
-                        el.encoding or "undefined"
-                        for el in x_
-                        if el.path == abspath(my_file.name)
-                    ]
-                )
-            )
-
-    return 0
-
-
-if __name__ == "__main__":
-    cli_detect()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
deleted file mode 100644
index 863490461..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/constant.py
+++ /dev/null
@@ -1,1995 +0,0 @@
-# -*- coding: utf-8 -*-
-from codecs import BOM_UTF8, BOM_UTF16_BE, BOM_UTF16_LE, BOM_UTF32_BE, BOM_UTF32_LE
-from encodings.aliases import aliases
-from re import IGNORECASE, compile as re_compile
-from typing import Dict, List, Set, Union
-
-# Contain for each eligible encoding a list of/item bytes SIG/BOM
-ENCODING_MARKS: Dict[str, Union[bytes, List[bytes]]] = {
-    "utf_8": BOM_UTF8,
-    "utf_7": [
-        b"\x2b\x2f\x76\x38",
-        b"\x2b\x2f\x76\x39",
-        b"\x2b\x2f\x76\x2b",
-        b"\x2b\x2f\x76\x2f",
-        b"\x2b\x2f\x76\x38\x2d",
-    ],
-    "gb18030": b"\x84\x31\x95\x33",
-    "utf_32": [BOM_UTF32_BE, BOM_UTF32_LE],
-    "utf_16": [BOM_UTF16_BE, BOM_UTF16_LE],
-}
-
-TOO_SMALL_SEQUENCE: int = 32
-TOO_BIG_SEQUENCE: int = int(10e6)
-
-UTF8_MAXIMAL_ALLOCATION: int = 1_112_064
-
-# Up-to-date Unicode ucd/15.0.0
-UNICODE_RANGES_COMBINED: Dict[str, range] = {
-    "Control character": range(32),
-    "Basic Latin": range(32, 128),
-    "Latin-1 Supplement": range(128, 256),
-    "Latin Extended-A": range(256, 384),
-    "Latin Extended-B": range(384, 592),
-    "IPA Extensions": range(592, 688),
-    "Spacing Modifier Letters": range(688, 768),
-    "Combining Diacritical Marks": range(768, 880),
-    "Greek and Coptic": range(880, 1024),
-    "Cyrillic": range(1024, 1280),
-    "Cyrillic Supplement": range(1280, 1328),
-    "Armenian": range(1328, 1424),
-    "Hebrew": range(1424, 1536),
-    "Arabic": range(1536, 1792),
-    "Syriac": range(1792, 1872),
-    "Arabic Supplement": range(1872, 1920),
-    "Thaana": range(1920, 1984),
-    "NKo": range(1984, 2048),
-    "Samaritan": range(2048, 2112),
-    "Mandaic": range(2112, 2144),
-    "Syriac Supplement": range(2144, 2160),
-    "Arabic Extended-B": range(2160, 2208),
-    "Arabic Extended-A": range(2208, 2304),
-    "Devanagari": range(2304, 2432),
-    "Bengali": range(2432, 2560),
-    "Gurmukhi": range(2560, 2688),
-    "Gujarati": range(2688, 2816),
-    "Oriya": range(2816, 2944),
-    "Tamil": range(2944, 3072),
-    "Telugu": range(3072, 3200),
-    "Kannada": range(3200, 3328),
-    "Malayalam": range(3328, 3456),
-    "Sinhala": range(3456, 3584),
-    "Thai": range(3584, 3712),
-    "Lao": range(3712, 3840),
-    "Tibetan": range(3840, 4096),
-    "Myanmar": range(4096, 4256),
-    "Georgian": range(4256, 4352),
-    "Hangul Jamo": range(4352, 4608),
-    "Ethiopic": range(4608, 4992),
-    "Ethiopic Supplement": range(4992, 5024),
-    "Cherokee": range(5024, 5120),
-    "Unified Canadian Aboriginal Syllabics": range(5120, 5760),
-    "Ogham": range(5760, 5792),
-    "Runic": range(5792, 5888),
-    "Tagalog": range(5888, 5920),
-    "Hanunoo": range(5920, 5952),
-    "Buhid": range(5952, 5984),
-    "Tagbanwa": range(5984, 6016),
-    "Khmer": range(6016, 6144),
-    "Mongolian": range(6144, 6320),
-    "Unified Canadian Aboriginal Syllabics Extended": range(6320, 6400),
-    "Limbu": range(6400, 6480),
-    "Tai Le": range(6480, 6528),
-    "New Tai Lue": range(6528, 6624),
-    "Khmer Symbols": range(6624, 6656),
-    "Buginese": range(6656, 6688),
-    "Tai Tham": range(6688, 6832),
-    "Combining Diacritical Marks Extended": range(6832, 6912),
-    "Balinese": range(6912, 7040),
-    "Sundanese": range(7040, 7104),
-    "Batak": range(7104, 7168),
-    "Lepcha": range(7168, 7248),
-    "Ol Chiki": range(7248, 7296),
-    "Cyrillic Extended-C": range(7296, 7312),
-    "Georgian Extended": range(7312, 7360),
-    "Sundanese Supplement": range(7360, 7376),
-    "Vedic Extensions": range(7376, 7424),
-    "Phonetic Extensions": range(7424, 7552),
-    "Phonetic Extensions Supplement": range(7552, 7616),
-    "Combining Diacritical Marks Supplement": range(7616, 7680),
-    "Latin Extended Additional": range(7680, 7936),
-    "Greek Extended": range(7936, 8192),
-    "General Punctuation": range(8192, 8304),
-    "Superscripts and Subscripts": range(8304, 8352),
-    "Currency Symbols": range(8352, 8400),
-    "Combining Diacritical Marks for Symbols": range(8400, 8448),
-    "Letterlike Symbols": range(8448, 8528),
-    "Number Forms": range(8528, 8592),
-    "Arrows": range(8592, 8704),
-    "Mathematical Operators": range(8704, 8960),
-    "Miscellaneous Technical": range(8960, 9216),
-    "Control Pictures": range(9216, 9280),
-    "Optical Character Recognition": range(9280, 9312),
-    "Enclosed Alphanumerics": range(9312, 9472),
-    "Box Drawing": range(9472, 9600),
-    "Block Elements": range(9600, 9632),
-    "Geometric Shapes": range(9632, 9728),
-    "Miscellaneous Symbols": range(9728, 9984),
-    "Dingbats": range(9984, 10176),
-    "Miscellaneous Mathematical Symbols-A": range(10176, 10224),
-    "Supplemental Arrows-A": range(10224, 10240),
-    "Braille Patterns": range(10240, 10496),
-    "Supplemental Arrows-B": range(10496, 10624),
-    "Miscellaneous Mathematical Symbols-B": range(10624, 10752),
-    "Supplemental Mathematical Operators": range(10752, 11008),
-    "Miscellaneous Symbols and Arrows": range(11008, 11264),
-    "Glagolitic": range(11264, 11360),
-    "Latin Extended-C": range(11360, 11392),
-    "Coptic": range(11392, 11520),
-    "Georgian Supplement": range(11520, 11568),
-    "Tifinagh": range(11568, 11648),
-    "Ethiopic Extended": range(11648, 11744),
-    "Cyrillic Extended-A": range(11744, 11776),
-    "Supplemental Punctuation": range(11776, 11904),
-    "CJK Radicals Supplement": range(11904, 12032),
-    "Kangxi Radicals": range(12032, 12256),
-    "Ideographic Description Characters": range(12272, 12288),
-    "CJK Symbols and Punctuation": range(12288, 12352),
-    "Hiragana": range(12352, 12448),
-    "Katakana": range(12448, 12544),
-    "Bopomofo": range(12544, 12592),
-    "Hangul Compatibility Jamo": range(12592, 12688),
-    "Kanbun": range(12688, 12704),
-    "Bopomofo Extended": range(12704, 12736),
-    "CJK Strokes": range(12736, 12784),
-    "Katakana Phonetic Extensions": range(12784, 12800),
-    "Enclosed CJK Letters and Months": range(12800, 13056),
-    "CJK Compatibility": range(13056, 13312),
-    "CJK Unified Ideographs Extension A": range(13312, 19904),
-    "Yijing Hexagram Symbols": range(19904, 19968),
-    "CJK Unified Ideographs": range(19968, 40960),
-    "Yi Syllables": range(40960, 42128),
-    "Yi Radicals": range(42128, 42192),
-    "Lisu": range(42192, 42240),
-    "Vai": range(42240, 42560),
-    "Cyrillic Extended-B": range(42560, 42656),
-    "Bamum": range(42656, 42752),
-    "Modifier Tone Letters": range(42752, 42784),
-    "Latin Extended-D": range(42784, 43008),
-    "Syloti Nagri": range(43008, 43056),
-    "Common Indic Number Forms": range(43056, 43072),
-    "Phags-pa": range(43072, 43136),
-    "Saurashtra": range(43136, 43232),
-    "Devanagari Extended": range(43232, 43264),
-    "Kayah Li": range(43264, 43312),
-    "Rejang": range(43312, 43360),
-    "Hangul Jamo Extended-A": range(43360, 43392),
-    "Javanese": range(43392, 43488),
-    "Myanmar Extended-B": range(43488, 43520),
-    "Cham": range(43520, 43616),
-    "Myanmar Extended-A": range(43616, 43648),
-    "Tai Viet": range(43648, 43744),
-    "Meetei Mayek Extensions": range(43744, 43776),
-    "Ethiopic Extended-A": range(43776, 43824),
-    "Latin Extended-E": range(43824, 43888),
-    "Cherokee Supplement": range(43888, 43968),
-    "Meetei Mayek": range(43968, 44032),
-    "Hangul Syllables": range(44032, 55216),
-    "Hangul Jamo Extended-B": range(55216, 55296),
-    "High Surrogates": range(55296, 56192),
-    "High Private Use Surrogates": range(56192, 56320),
-    "Low Surrogates": range(56320, 57344),
-    "Private Use Area": range(57344, 63744),
-    "CJK Compatibility Ideographs": range(63744, 64256),
-    "Alphabetic Presentation Forms": range(64256, 64336),
-    "Arabic Presentation Forms-A": range(64336, 65024),
-    "Variation Selectors": range(65024, 65040),
-    "Vertical Forms": range(65040, 65056),
-    "Combining Half Marks": range(65056, 65072),
-    "CJK Compatibility Forms": range(65072, 65104),
-    "Small Form Variants": range(65104, 65136),
-    "Arabic Presentation Forms-B": range(65136, 65280),
-    "Halfwidth and Fullwidth Forms": range(65280, 65520),
-    "Specials": range(65520, 65536),
-    "Linear B Syllabary": range(65536, 65664),
-    "Linear B Ideograms": range(65664, 65792),
-    "Aegean Numbers": range(65792, 65856),
-    "Ancient Greek Numbers": range(65856, 65936),
-    "Ancient Symbols": range(65936, 66000),
-    "Phaistos Disc": range(66000, 66048),
-    "Lycian": range(66176, 66208),
-    "Carian": range(66208, 66272),
-    "Coptic Epact Numbers": range(66272, 66304),
-    "Old Italic": range(66304, 66352),
-    "Gothic": range(66352, 66384),
-    "Old Permic": range(66384, 66432),
-    "Ugaritic": range(66432, 66464),
-    "Old Persian": range(66464, 66528),
-    "Deseret": range(66560, 66640),
-    "Shavian": range(66640, 66688),
-    "Osmanya": range(66688, 66736),
-    "Osage": range(66736, 66816),
-    "Elbasan": range(66816, 66864),
-    "Caucasian Albanian": range(66864, 66928),
-    "Vithkuqi": range(66928, 67008),
-    "Linear A": range(67072, 67456),
-    "Latin Extended-F": range(67456, 67520),
-    "Cypriot Syllabary": range(67584, 67648),
-    "Imperial Aramaic": range(67648, 67680),
-    "Palmyrene": range(67680, 67712),
-    "Nabataean": range(67712, 67760),
-    "Hatran": range(67808, 67840),
-    "Phoenician": range(67840, 67872),
-    "Lydian": range(67872, 67904),
-    "Meroitic Hieroglyphs": range(67968, 68000),
-    "Meroitic Cursive": range(68000, 68096),
-    "Kharoshthi": range(68096, 68192),
-    "Old South Arabian": range(68192, 68224),
-    "Old North Arabian": range(68224, 68256),
-    "Manichaean": range(68288, 68352),
-    "Avestan": range(68352, 68416),
-    "Inscriptional Parthian": range(68416, 68448),
-    "Inscriptional Pahlavi": range(68448, 68480),
-    "Psalter Pahlavi": range(68480, 68528),
-    "Old Turkic": range(68608, 68688),
-    "Old Hungarian": range(68736, 68864),
-    "Hanifi Rohingya": range(68864, 68928),
-    "Rumi Numeral Symbols": range(69216, 69248),
-    "Yezidi": range(69248, 69312),
-    "Arabic Extended-C": range(69312, 69376),
-    "Old Sogdian": range(69376, 69424),
-    "Sogdian": range(69424, 69488),
-    "Old Uyghur": range(69488, 69552),
-    "Chorasmian": range(69552, 69600),
-    "Elymaic": range(69600, 69632),
-    "Brahmi": range(69632, 69760),
-    "Kaithi": range(69760, 69840),
-    "Sora Sompeng": range(69840, 69888),
-    "Chakma": range(69888, 69968),
-    "Mahajani": range(69968, 70016),
-    "Sharada": range(70016, 70112),
-    "Sinhala Archaic Numbers": range(70112, 70144),
-    "Khojki": range(70144, 70224),
-    "Multani": range(70272, 70320),
-    "Khudawadi": range(70320, 70400),
-    "Grantha": range(70400, 70528),
-    "Newa": range(70656, 70784),
-    "Tirhuta": range(70784, 70880),
-    "Siddham": range(71040, 71168),
-    "Modi": range(71168, 71264),
-    "Mongolian Supplement": range(71264, 71296),
-    "Takri": range(71296, 71376),
-    "Ahom": range(71424, 71504),
-    "Dogra": range(71680, 71760),
-    "Warang Citi": range(71840, 71936),
-    "Dives Akuru": range(71936, 72032),
-    "Nandinagari": range(72096, 72192),
-    "Zanabazar Square": range(72192, 72272),
-    "Soyombo": range(72272, 72368),
-    "Unified Canadian Aboriginal Syllabics Extended-A": range(72368, 72384),
-    "Pau Cin Hau": range(72384, 72448),
-    "Devanagari Extended-A": range(72448, 72544),
-    "Bhaiksuki": range(72704, 72816),
-    "Marchen": range(72816, 72896),
-    "Masaram Gondi": range(72960, 73056),
-    "Gunjala Gondi": range(73056, 73136),
-    "Makasar": range(73440, 73472),
-    "Kawi": range(73472, 73568),
-    "Lisu Supplement": range(73648, 73664),
-    "Tamil Supplement": range(73664, 73728),
-    "Cuneiform": range(73728, 74752),
-    "Cuneiform Numbers and Punctuation": range(74752, 74880),
-    "Early Dynastic Cuneiform": range(74880, 75088),
-    "Cypro-Minoan": range(77712, 77824),
-    "Egyptian Hieroglyphs": range(77824, 78896),
-    "Egyptian Hieroglyph Format Controls": range(78896, 78944),
-    "Anatolian Hieroglyphs": range(82944, 83584),
-    "Bamum Supplement": range(92160, 92736),
-    "Mro": range(92736, 92784),
-    "Tangsa": range(92784, 92880),
-    "Bassa Vah": range(92880, 92928),
-    "Pahawh Hmong": range(92928, 93072),
-    "Medefaidrin": range(93760, 93856),
-    "Miao": range(93952, 94112),
-    "Ideographic Symbols and Punctuation": range(94176, 94208),
-    "Tangut": range(94208, 100352),
-    "Tangut Components": range(100352, 101120),
-    "Khitan Small Script": range(101120, 101632),
-    "Tangut Supplement": range(101632, 101760),
-    "Kana Extended-B": range(110576, 110592),
-    "Kana Supplement": range(110592, 110848),
-    "Kana Extended-A": range(110848, 110896),
-    "Small Kana Extension": range(110896, 110960),
-    "Nushu": range(110960, 111360),
-    "Duployan": range(113664, 113824),
-    "Shorthand Format Controls": range(113824, 113840),
-    "Znamenny Musical Notation": range(118528, 118736),
-    "Byzantine Musical Symbols": range(118784, 119040),
-    "Musical Symbols": range(119040, 119296),
-    "Ancient Greek Musical Notation": range(119296, 119376),
-    "Kaktovik Numerals": range(119488, 119520),
-    "Mayan Numerals": range(119520, 119552),
-    "Tai Xuan Jing Symbols": range(119552, 119648),
-    "Counting Rod Numerals": range(119648, 119680),
-    "Mathematical Alphanumeric Symbols": range(119808, 120832),
-    "Sutton SignWriting": range(120832, 121520),
-    "Latin Extended-G": range(122624, 122880),
-    "Glagolitic Supplement": range(122880, 122928),
-    "Cyrillic Extended-D": range(122928, 123024),
-    "Nyiakeng Puachue Hmong": range(123136, 123216),
-    "Toto": range(123536, 123584),
-    "Wancho": range(123584, 123648),
-    "Nag Mundari": range(124112, 124160),
-    "Ethiopic Extended-B": range(124896, 124928),
-    "Mende Kikakui": range(124928, 125152),
-    "Adlam": range(125184, 125280),
-    "Indic Siyaq Numbers": range(126064, 126144),
-    "Ottoman Siyaq Numbers": range(126208, 126288),
-    "Arabic Mathematical Alphabetic Symbols": range(126464, 126720),
-    "Mahjong Tiles": range(126976, 127024),
-    "Domino Tiles": range(127024, 127136),
-    "Playing Cards": range(127136, 127232),
-    "Enclosed Alphanumeric Supplement": range(127232, 127488),
-    "Enclosed Ideographic Supplement": range(127488, 127744),
-    "Miscellaneous Symbols and Pictographs": range(127744, 128512),
-    "Emoticons range(Emoji)": range(128512, 128592),
-    "Ornamental Dingbats": range(128592, 128640),
-    "Transport and Map Symbols": range(128640, 128768),
-    "Alchemical Symbols": range(128768, 128896),
-    "Geometric Shapes Extended": range(128896, 129024),
-    "Supplemental Arrows-C": range(129024, 129280),
-    "Supplemental Symbols and Pictographs": range(129280, 129536),
-    "Chess Symbols": range(129536, 129648),
-    "Symbols and Pictographs Extended-A": range(129648, 129792),
-    "Symbols for Legacy Computing": range(129792, 130048),
-    "CJK Unified Ideographs Extension B": range(131072, 173792),
-    "CJK Unified Ideographs Extension C": range(173824, 177984),
-    "CJK Unified Ideographs Extension D": range(177984, 178208),
-    "CJK Unified Ideographs Extension E": range(178208, 183984),
-    "CJK Unified Ideographs Extension F": range(183984, 191472),
-    "CJK Compatibility Ideographs Supplement": range(194560, 195104),
-    "CJK Unified Ideographs Extension G": range(196608, 201552),
-    "CJK Unified Ideographs Extension H": range(201552, 205744),
-    "Tags": range(917504, 917632),
-    "Variation Selectors Supplement": range(917760, 918000),
-    "Supplementary Private Use Area-A": range(983040, 1048576),
-    "Supplementary Private Use Area-B": range(1048576, 1114112),
-}
-
-
-UNICODE_SECONDARY_RANGE_KEYWORD: List[str] = [
-    "Supplement",
-    "Extended",
-    "Extensions",
-    "Modifier",
-    "Marks",
-    "Punctuation",
-    "Symbols",
-    "Forms",
-    "Operators",
-    "Miscellaneous",
-    "Drawing",
-    "Block",
-    "Shapes",
-    "Supplemental",
-    "Tags",
-]
-
-RE_POSSIBLE_ENCODING_INDICATION = re_compile(
-    r"(?:(?:encoding)|(?:charset)|(?:coding))(?:[\:= ]{1,10})(?:[\"\']?)([a-zA-Z0-9\-_]+)(?:[\"\']?)",
-    IGNORECASE,
-)
-
-IANA_NO_ALIASES = [
-    "cp720",
-    "cp737",
-    "cp856",
-    "cp874",
-    "cp875",
-    "cp1006",
-    "koi8_r",
-    "koi8_t",
-    "koi8_u",
-]
-
-IANA_SUPPORTED: List[str] = sorted(
-    filter(
-        lambda x: x.endswith("_codec") is False
-        and x not in {"rot_13", "tactis", "mbcs"},
-        list(set(aliases.values())) + IANA_NO_ALIASES,
-    )
-)
-
-IANA_SUPPORTED_COUNT: int = len(IANA_SUPPORTED)
-
-# pre-computed code page that are similar using the function cp_similarity.
-IANA_SUPPORTED_SIMILAR: Dict[str, List[str]] = {
-    "cp037": ["cp1026", "cp1140", "cp273", "cp500"],
-    "cp1026": ["cp037", "cp1140", "cp273", "cp500"],
-    "cp1125": ["cp866"],
-    "cp1140": ["cp037", "cp1026", "cp273", "cp500"],
-    "cp1250": ["iso8859_2"],
-    "cp1251": ["kz1048", "ptcp154"],
-    "cp1252": ["iso8859_15", "iso8859_9", "latin_1"],
-    "cp1253": ["iso8859_7"],
-    "cp1254": ["iso8859_15", "iso8859_9", "latin_1"],
-    "cp1257": ["iso8859_13"],
-    "cp273": ["cp037", "cp1026", "cp1140", "cp500"],
-    "cp437": ["cp850", "cp858", "cp860", "cp861", "cp862", "cp863", "cp865"],
-    "cp500": ["cp037", "cp1026", "cp1140", "cp273"],
-    "cp850": ["cp437", "cp857", "cp858", "cp865"],
-    "cp857": ["cp850", "cp858", "cp865"],
-    "cp858": ["cp437", "cp850", "cp857", "cp865"],
-    "cp860": ["cp437", "cp861", "cp862", "cp863", "cp865"],
-    "cp861": ["cp437", "cp860", "cp862", "cp863", "cp865"],
-    "cp862": ["cp437", "cp860", "cp861", "cp863", "cp865"],
-    "cp863": ["cp437", "cp860", "cp861", "cp862", "cp865"],
-    "cp865": ["cp437", "cp850", "cp857", "cp858", "cp860", "cp861", "cp862", "cp863"],
-    "cp866": ["cp1125"],
-    "iso8859_10": ["iso8859_14", "iso8859_15", "iso8859_4", "iso8859_9", "latin_1"],
-    "iso8859_11": ["tis_620"],
-    "iso8859_13": ["cp1257"],
-    "iso8859_14": [
-        "iso8859_10",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_15": [
-        "cp1252",
-        "cp1254",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_16": [
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_2",
-        "iso8859_3",
-        "iso8859_9",
-        "latin_1",
-    ],
-    "iso8859_2": ["cp1250", "iso8859_16", "iso8859_4"],
-    "iso8859_3": ["iso8859_14", "iso8859_15", "iso8859_16", "iso8859_9", "latin_1"],
-    "iso8859_4": ["iso8859_10", "iso8859_2", "iso8859_9", "latin_1"],
-    "iso8859_7": ["cp1253"],
-    "iso8859_9": [
-        "cp1252",
-        "cp1254",
-        "cp1258",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_4",
-        "latin_1",
-    ],
-    "kz1048": ["cp1251", "ptcp154"],
-    "latin_1": [
-        "cp1252",
-        "cp1254",
-        "cp1258",
-        "iso8859_10",
-        "iso8859_14",
-        "iso8859_15",
-        "iso8859_16",
-        "iso8859_3",
-        "iso8859_4",
-        "iso8859_9",
-    ],
-    "mac_iceland": ["mac_roman", "mac_turkish"],
-    "mac_roman": ["mac_iceland", "mac_turkish"],
-    "mac_turkish": ["mac_iceland", "mac_roman"],
-    "ptcp154": ["cp1251", "kz1048"],
-    "tis_620": ["iso8859_11"],
-}
-
-
-CHARDET_CORRESPONDENCE: Dict[str, str] = {
-    "iso2022_kr": "ISO-2022-KR",
-    "iso2022_jp": "ISO-2022-JP",
-    "euc_kr": "EUC-KR",
-    "tis_620": "TIS-620",
-    "utf_32": "UTF-32",
-    "euc_jp": "EUC-JP",
-    "koi8_r": "KOI8-R",
-    "iso8859_1": "ISO-8859-1",
-    "iso8859_2": "ISO-8859-2",
-    "iso8859_5": "ISO-8859-5",
-    "iso8859_6": "ISO-8859-6",
-    "iso8859_7": "ISO-8859-7",
-    "iso8859_8": "ISO-8859-8",
-    "utf_16": "UTF-16",
-    "cp855": "IBM855",
-    "mac_cyrillic": "MacCyrillic",
-    "gb2312": "GB2312",
-    "gb18030": "GB18030",
-    "cp932": "CP932",
-    "cp866": "IBM866",
-    "utf_8": "utf-8",
-    "utf_8_sig": "UTF-8-SIG",
-    "shift_jis": "SHIFT_JIS",
-    "big5": "Big5",
-    "cp1250": "windows-1250",
-    "cp1251": "windows-1251",
-    "cp1252": "Windows-1252",
-    "cp1253": "windows-1253",
-    "cp1255": "windows-1255",
-    "cp1256": "windows-1256",
-    "cp1254": "Windows-1254",
-    "cp949": "CP949",
-}
-
-
-COMMON_SAFE_ASCII_CHARACTERS: Set[str] = {
-    "<",
-    ">",
-    "=",
-    ":",
-    "/",
-    "&",
-    ";",
-    "{",
-    "}",
-    "[",
-    "]",
-    ",",
-    "|",
-    '"',
-    "-",
-}
-
-
-KO_NAMES: Set[str] = {"johab", "cp949", "euc_kr"}
-ZH_NAMES: Set[str] = {"big5", "cp950", "big5hkscs", "hz"}
-
-# Logging LEVEL below DEBUG
-TRACE: int = 5
-
-
-# Language label that contain the em dash "—"
-# character are to be considered alternative seq to origin
-FREQUENCIES: Dict[str, List[str]] = {
-    "English": [
-        "e",
-        "a",
-        "t",
-        "i",
-        "o",
-        "n",
-        "s",
-        "r",
-        "h",
-        "l",
-        "d",
-        "c",
-        "u",
-        "m",
-        "f",
-        "p",
-        "g",
-        "w",
-        "y",
-        "b",
-        "v",
-        "k",
-        "x",
-        "j",
-        "z",
-        "q",
-    ],
-    "English—": [
-        "e",
-        "a",
-        "t",
-        "i",
-        "o",
-        "n",
-        "s",
-        "r",
-        "h",
-        "l",
-        "d",
-        "c",
-        "m",
-        "u",
-        "f",
-        "p",
-        "g",
-        "w",
-        "b",
-        "y",
-        "v",
-        "k",
-        "j",
-        "x",
-        "z",
-        "q",
-    ],
-    "German": [
-        "e",
-        "n",
-        "i",
-        "r",
-        "s",
-        "t",
-        "a",
-        "d",
-        "h",
-        "u",
-        "l",
-        "g",
-        "o",
-        "c",
-        "m",
-        "b",
-        "f",
-        "k",
-        "w",
-        "z",
-        "p",
-        "v",
-        "ü",
-        "ä",
-        "ö",
-        "j",
-    ],
-    "French": [
-        "e",
-        "a",
-        "s",
-        "n",
-        "i",
-        "t",
-        "r",
-        "l",
-        "u",
-        "o",
-        "d",
-        "c",
-        "p",
-        "m",
-        "é",
-        "v",
-        "g",
-        "f",
-        "b",
-        "h",
-        "q",
-        "à",
-        "x",
-        "è",
-        "y",
-        "j",
-    ],
-    "Dutch": [
-        "e",
-        "n",
-        "a",
-        "i",
-        "r",
-        "t",
-        "o",
-        "d",
-        "s",
-        "l",
-        "g",
-        "h",
-        "v",
-        "m",
-        "u",
-        "k",
-        "c",
-        "p",
-        "b",
-        "w",
-        "j",
-        "z",
-        "f",
-        "y",
-        "x",
-        "ë",
-    ],
-    "Italian": [
-        "e",
-        "i",
-        "a",
-        "o",
-        "n",
-        "l",
-        "t",
-        "r",
-        "s",
-        "c",
-        "d",
-        "u",
-        "p",
-        "m",
-        "g",
-        "v",
-        "f",
-        "b",
-        "z",
-        "h",
-        "q",
-        "è",
-        "à",
-        "k",
-        "y",
-        "ò",
-    ],
-    "Polish": [
-        "a",
-        "i",
-        "o",
-        "e",
-        "n",
-        "r",
-        "z",
-        "w",
-        "s",
-        "c",
-        "t",
-        "k",
-        "y",
-        "d",
-        "p",
-        "m",
-        "u",
-        "l",
-        "j",
-        "ł",
-        "g",
-        "b",
-        "h",
-        "ą",
-        "ę",
-        "ó",
-    ],
-    "Spanish": [
-        "e",
-        "a",
-        "o",
-        "n",
-        "s",
-        "r",
-        "i",
-        "l",
-        "d",
-        "t",
-        "c",
-        "u",
-        "m",
-        "p",
-        "b",
-        "g",
-        "v",
-        "f",
-        "y",
-        "ó",
-        "h",
-        "q",
-        "í",
-        "j",
-        "z",
-        "á",
-    ],
-    "Russian": [
-        "о",
-        "а",
-        "е",
-        "и",
-        "н",
-        "с",
-        "т",
-        "р",
-        "в",
-        "л",
-        "к",
-        "м",
-        "д",
-        "п",
-        "у",
-        "г",
-        "я",
-        "ы",
-        "з",
-        "б",
-        "й",
-        "ь",
-        "ч",
-        "х",
-        "ж",
-        "ц",
-    ],
-    # Jap-Kanji
-    "Japanese": [
-        "人",
-        "一",
-        "大",
-        "亅",
-        "丁",
-        "丨",
-        "竹",
-        "笑",
-        "口",
-        "日",
-        "今",
-        "二",
-        "彳",
-        "行",
-        "十",
-        "土",
-        "丶",
-        "寸",
-        "寺",
-        "時",
-        "乙",
-        "丿",
-        "乂",
-        "气",
-        "気",
-        "冂",
-        "巾",
-        "亠",
-        "市",
-        "目",
-        "儿",
-        "見",
-        "八",
-        "小",
-        "凵",
-        "県",
-        "月",
-        "彐",
-        "門",
-        "間",
-        "木",
-        "東",
-        "山",
-        "出",
-        "本",
-        "中",
-        "刀",
-        "分",
-        "耳",
-        "又",
-        "取",
-        "最",
-        "言",
-        "田",
-        "心",
-        "思",
-        "刂",
-        "前",
-        "京",
-        "尹",
-        "事",
-        "生",
-        "厶",
-        "云",
-        "会",
-        "未",
-        "来",
-        "白",
-        "冫",
-        "楽",
-        "灬",
-        "馬",
-        "尸",
-        "尺",
-        "駅",
-        "明",
-        "耂",
-        "者",
-        "了",
-        "阝",
-        "都",
-        "高",
-        "卜",
-        "占",
-        "厂",
-        "广",
-        "店",
-        "子",
-        "申",
-        "奄",
-        "亻",
-        "俺",
-        "上",
-        "方",
-        "冖",
-        "学",
-        "衣",
-        "艮",
-        "食",
-        "自",
-    ],
-    # Jap-Katakana
-    "Japanese—": [
-        "ー",
-        "ン",
-        "ス",
-        "・",
-        "ル",
-        "ト",
-        "リ",
-        "イ",
-        "ア",
-        "ラ",
-        "ッ",
-        "ク",
-        "ド",
-        "シ",
-        "レ",
-        "ジ",
-        "タ",
-        "フ",
-        "ロ",
-        "カ",
-        "テ",
-        "マ",
-        "ィ",
-        "グ",
-        "バ",
-        "ム",
-        "プ",
-        "オ",
-        "コ",
-        "デ",
-        "ニ",
-        "ウ",
-        "メ",
-        "サ",
-        "ビ",
-        "ナ",
-        "ブ",
-        "ャ",
-        "エ",
-        "ュ",
-        "チ",
-        "キ",
-        "ズ",
-        "ダ",
-        "パ",
-        "ミ",
-        "ェ",
-        "ョ",
-        "ハ",
-        "セ",
-        "ベ",
-        "ガ",
-        "モ",
-        "ツ",
-        "ネ",
-        "ボ",
-        "ソ",
-        "ノ",
-        "ァ",
-        "ヴ",
-        "ワ",
-        "ポ",
-        "ペ",
-        "ピ",
-        "ケ",
-        "ゴ",
-        "ギ",
-        "ザ",
-        "ホ",
-        "ゲ",
-        "ォ",
-        "ヤ",
-        "ヒ",
-        "ユ",
-        "ヨ",
-        "ヘ",
-        "ゼ",
-        "ヌ",
-        "ゥ",
-        "ゾ",
-        "ヶ",
-        "ヂ",
-        "ヲ",
-        "ヅ",
-        "ヵ",
-        "ヱ",
-        "ヰ",
-        "ヮ",
-        "ヽ",
-        "゠",
-        "ヾ",
-        "ヷ",
-        "ヿ",
-        "ヸ",
-        "ヹ",
-        "ヺ",
-    ],
-    # Jap-Hiragana
-    "Japanese——": [
-        "の",
-        "に",
-        "る",
-        "た",
-        "と",
-        "は",
-        "し",
-        "い",
-        "を",
-        "で",
-        "て",
-        "が",
-        "な",
-        "れ",
-        "か",
-        "ら",
-        "さ",
-        "っ",
-        "り",
-        "す",
-        "あ",
-        "も",
-        "こ",
-        "ま",
-        "う",
-        "く",
-        "よ",
-        "き",
-        "ん",
-        "め",
-        "お",
-        "け",
-        "そ",
-        "つ",
-        "だ",
-        "や",
-        "え",
-        "ど",
-        "わ",
-        "ち",
-        "み",
-        "せ",
-        "じ",
-        "ば",
-        "へ",
-        "び",
-        "ず",
-        "ろ",
-        "ほ",
-        "げ",
-        "む",
-        "べ",
-        "ひ",
-        "ょ",
-        "ゆ",
-        "ぶ",
-        "ご",
-        "ゃ",
-        "ね",
-        "ふ",
-        "ぐ",
-        "ぎ",
-        "ぼ",
-        "ゅ",
-        "づ",
-        "ざ",
-        "ぞ",
-        "ぬ",
-        "ぜ",
-        "ぱ",
-        "ぽ",
-        "ぷ",
-        "ぴ",
-        "ぃ",
-        "ぁ",
-        "ぇ",
-        "ぺ",
-        "ゞ",
-        "ぢ",
-        "ぉ",
-        "ぅ",
-        "ゐ",
-        "ゝ",
-        "ゑ",
-        "゛",
-        "゜",
-        "ゎ",
-        "ゔ",
-        "゚",
-        "ゟ",
-        "゙",
-        "ゕ",
-        "ゖ",
-    ],
-    "Portuguese": [
-        "a",
-        "e",
-        "o",
-        "s",
-        "i",
-        "r",
-        "d",
-        "n",
-        "t",
-        "m",
-        "u",
-        "c",
-        "l",
-        "p",
-        "g",
-        "v",
-        "b",
-        "f",
-        "h",
-        "ã",
-        "q",
-        "é",
-        "ç",
-        "á",
-        "z",
-        "í",
-    ],
-    "Swedish": [
-        "e",
-        "a",
-        "n",
-        "r",
-        "t",
-        "s",
-        "i",
-        "l",
-        "d",
-        "o",
-        "m",
-        "k",
-        "g",
-        "v",
-        "h",
-        "f",
-        "u",
-        "p",
-        "ä",
-        "c",
-        "b",
-        "ö",
-        "å",
-        "y",
-        "j",
-        "x",
-    ],
-    "Chinese": [
-        "的",
-        "一",
-        "是",
-        "不",
-        "了",
-        "在",
-        "人",
-        "有",
-        "我",
-        "他",
-        "这",
-        "个",
-        "们",
-        "中",
-        "来",
-        "上",
-        "大",
-        "为",
-        "和",
-        "国",
-        "地",
-        "到",
-        "以",
-        "说",
-        "时",
-        "要",
-        "就",
-        "出",
-        "会",
-        "可",
-        "也",
-        "你",
-        "对",
-        "生",
-        "能",
-        "而",
-        "子",
-        "那",
-        "得",
-        "于",
-        "着",
-        "下",
-        "自",
-        "之",
-        "年",
-        "过",
-        "发",
-        "后",
-        "作",
-        "里",
-        "用",
-        "道",
-        "行",
-        "所",
-        "然",
-        "家",
-        "种",
-        "事",
-        "成",
-        "方",
-        "多",
-        "经",
-        "么",
-        "去",
-        "法",
-        "学",
-        "如",
-        "都",
-        "同",
-        "现",
-        "当",
-        "没",
-        "动",
-        "面",
-        "起",
-        "看",
-        "定",
-        "天",
-        "分",
-        "还",
-        "进",
-        "好",
-        "小",
-        "部",
-        "其",
-        "些",
-        "主",
-        "样",
-        "理",
-        "心",
-        "她",
-        "本",
-        "前",
-        "开",
-        "但",
-        "因",
-        "只",
-        "从",
-        "想",
-        "实",
-    ],
-    "Ukrainian": [
-        "о",
-        "а",
-        "н",
-        "і",
-        "и",
-        "р",
-        "в",
-        "т",
-        "е",
-        "с",
-        "к",
-        "л",
-        "у",
-        "д",
-        "м",
-        "п",
-        "з",
-        "я",
-        "ь",
-        "б",
-        "г",
-        "й",
-        "ч",
-        "х",
-        "ц",
-        "ї",
-    ],
-    "Norwegian": [
-        "e",
-        "r",
-        "n",
-        "t",
-        "a",
-        "s",
-        "i",
-        "o",
-        "l",
-        "d",
-        "g",
-        "k",
-        "m",
-        "v",
-        "f",
-        "p",
-        "u",
-        "b",
-        "h",
-        "å",
-        "y",
-        "j",
-        "ø",
-        "c",
-        "æ",
-        "w",
-    ],
-    "Finnish": [
-        "a",
-        "i",
-        "n",
-        "t",
-        "e",
-        "s",
-        "l",
-        "o",
-        "u",
-        "k",
-        "ä",
-        "m",
-        "r",
-        "v",
-        "j",
-        "h",
-        "p",
-        "y",
-        "d",
-        "ö",
-        "g",
-        "c",
-        "b",
-        "f",
-        "w",
-        "z",
-    ],
-    "Vietnamese": [
-        "n",
-        "h",
-        "t",
-        "i",
-        "c",
-        "g",
-        "a",
-        "o",
-        "u",
-        "m",
-        "l",
-        "r",
-        "à",
-        "đ",
-        "s",
-        "e",
-        "v",
-        "p",
-        "b",
-        "y",
-        "ư",
-        "d",
-        "á",
-        "k",
-        "ộ",
-        "ế",
-    ],
-    "Czech": [
-        "o",
-        "e",
-        "a",
-        "n",
-        "t",
-        "s",
-        "i",
-        "l",
-        "v",
-        "r",
-        "k",
-        "d",
-        "u",
-        "m",
-        "p",
-        "í",
-        "c",
-        "h",
-        "z",
-        "á",
-        "y",
-        "j",
-        "b",
-        "ě",
-        "é",
-        "ř",
-    ],
-    "Hungarian": [
-        "e",
-        "a",
-        "t",
-        "l",
-        "s",
-        "n",
-        "k",
-        "r",
-        "i",
-        "o",
-        "z",
-        "á",
-        "é",
-        "g",
-        "m",
-        "b",
-        "y",
-        "v",
-        "d",
-        "h",
-        "u",
-        "p",
-        "j",
-        "ö",
-        "f",
-        "c",
-    ],
-    "Korean": [
-        "이",
-        "다",
-        "에",
-        "의",
-        "는",
-        "로",
-        "하",
-        "을",
-        "가",
-        "고",
-        "지",
-        "서",
-        "한",
-        "은",
-        "기",
-        "으",
-        "년",
-        "대",
-        "사",
-        "시",
-        "를",
-        "리",
-        "도",
-        "인",
-        "스",
-        "일",
-    ],
-    "Indonesian": [
-        "a",
-        "n",
-        "e",
-        "i",
-        "r",
-        "t",
-        "u",
-        "s",
-        "d",
-        "k",
-        "m",
-        "l",
-        "g",
-        "p",
-        "b",
-        "o",
-        "h",
-        "y",
-        "j",
-        "c",
-        "w",
-        "f",
-        "v",
-        "z",
-        "x",
-        "q",
-    ],
-    "Turkish": [
-        "a",
-        "e",
-        "i",
-        "n",
-        "r",
-        "l",
-        "ı",
-        "k",
-        "d",
-        "t",
-        "s",
-        "m",
-        "y",
-        "u",
-        "o",
-        "b",
-        "ü",
-        "ş",
-        "v",
-        "g",
-        "z",
-        "h",
-        "c",
-        "p",
-        "ç",
-        "ğ",
-    ],
-    "Romanian": [
-        "e",
-        "i",
-        "a",
-        "r",
-        "n",
-        "t",
-        "u",
-        "l",
-        "o",
-        "c",
-        "s",
-        "d",
-        "p",
-        "m",
-        "ă",
-        "f",
-        "v",
-        "î",
-        "g",
-        "b",
-        "ș",
-        "ț",
-        "z",
-        "h",
-        "â",
-        "j",
-    ],
-    "Farsi": [
-        "ا",
-        "ی",
-        "ر",
-        "د",
-        "ن",
-        "ه",
-        "و",
-        "م",
-        "ت",
-        "ب",
-        "س",
-        "ل",
-        "ک",
-        "ش",
-        "ز",
-        "ف",
-        "گ",
-        "ع",
-        "خ",
-        "ق",
-        "ج",
-        "آ",
-        "پ",
-        "ح",
-        "ط",
-        "ص",
-    ],
-    "Arabic": [
-        "ا",
-        "ل",
-        "ي",
-        "م",
-        "و",
-        "ن",
-        "ر",
-        "ت",
-        "ب",
-        "ة",
-        "ع",
-        "د",
-        "س",
-        "ف",
-        "ه",
-        "ك",
-        "ق",
-        "أ",
-        "ح",
-        "ج",
-        "ش",
-        "ط",
-        "ص",
-        "ى",
-        "خ",
-        "إ",
-    ],
-    "Danish": [
-        "e",
-        "r",
-        "n",
-        "t",
-        "a",
-        "i",
-        "s",
-        "d",
-        "l",
-        "o",
-        "g",
-        "m",
-        "k",
-        "f",
-        "v",
-        "u",
-        "b",
-        "h",
-        "p",
-        "å",
-        "y",
-        "ø",
-        "æ",
-        "c",
-        "j",
-        "w",
-    ],
-    "Serbian": [
-        "а",
-        "и",
-        "о",
-        "е",
-        "н",
-        "р",
-        "с",
-        "у",
-        "т",
-        "к",
-        "ј",
-        "в",
-        "д",
-        "м",
-        "п",
-        "л",
-        "г",
-        "з",
-        "б",
-        "a",
-        "i",
-        "e",
-        "o",
-        "n",
-        "ц",
-        "ш",
-    ],
-    "Lithuanian": [
-        "i",
-        "a",
-        "s",
-        "o",
-        "r",
-        "e",
-        "t",
-        "n",
-        "u",
-        "k",
-        "m",
-        "l",
-        "p",
-        "v",
-        "d",
-        "j",
-        "g",
-        "ė",
-        "b",
-        "y",
-        "ų",
-        "š",
-        "ž",
-        "c",
-        "ą",
-        "į",
-    ],
-    "Slovene": [
-        "e",
-        "a",
-        "i",
-        "o",
-        "n",
-        "r",
-        "s",
-        "l",
-        "t",
-        "j",
-        "v",
-        "k",
-        "d",
-        "p",
-        "m",
-        "u",
-        "z",
-        "b",
-        "g",
-        "h",
-        "č",
-        "c",
-        "š",
-        "ž",
-        "f",
-        "y",
-    ],
-    "Slovak": [
-        "o",
-        "a",
-        "e",
-        "n",
-        "i",
-        "r",
-        "v",
-        "t",
-        "s",
-        "l",
-        "k",
-        "d",
-        "m",
-        "p",
-        "u",
-        "c",
-        "h",
-        "j",
-        "b",
-        "z",
-        "á",
-        "y",
-        "ý",
-        "í",
-        "č",
-        "é",
-    ],
-    "Hebrew": [
-        "י",
-        "ו",
-        "ה",
-        "ל",
-        "ר",
-        "ב",
-        "ת",
-        "מ",
-        "א",
-        "ש",
-        "נ",
-        "ע",
-        "ם",
-        "ד",
-        "ק",
-        "ח",
-        "פ",
-        "ס",
-        "כ",
-        "ג",
-        "ט",
-        "צ",
-        "ן",
-        "ז",
-        "ך",
-    ],
-    "Bulgarian": [
-        "а",
-        "и",
-        "о",
-        "е",
-        "н",
-        "т",
-        "р",
-        "с",
-        "в",
-        "л",
-        "к",
-        "д",
-        "п",
-        "м",
-        "з",
-        "г",
-        "я",
-        "ъ",
-        "у",
-        "б",
-        "ч",
-        "ц",
-        "й",
-        "ж",
-        "щ",
-        "х",
-    ],
-    "Croatian": [
-        "a",
-        "i",
-        "o",
-        "e",
-        "n",
-        "r",
-        "j",
-        "s",
-        "t",
-        "u",
-        "k",
-        "l",
-        "v",
-        "d",
-        "m",
-        "p",
-        "g",
-        "z",
-        "b",
-        "c",
-        "č",
-        "h",
-        "š",
-        "ž",
-        "ć",
-        "f",
-    ],
-    "Hindi": [
-        "क",
-        "र",
-        "स",
-        "न",
-        "त",
-        "म",
-        "ह",
-        "प",
-        "य",
-        "ल",
-        "व",
-        "ज",
-        "द",
-        "ग",
-        "ब",
-        "श",
-        "ट",
-        "अ",
-        "ए",
-        "थ",
-        "भ",
-        "ड",
-        "च",
-        "ध",
-        "ष",
-        "इ",
-    ],
-    "Estonian": [
-        "a",
-        "i",
-        "e",
-        "s",
-        "t",
-        "l",
-        "u",
-        "n",
-        "o",
-        "k",
-        "r",
-        "d",
-        "m",
-        "v",
-        "g",
-        "p",
-        "j",
-        "h",
-        "ä",
-        "b",
-        "õ",
-        "ü",
-        "f",
-        "c",
-        "ö",
-        "y",
-    ],
-    "Thai": [
-        "า",
-        "น",
-        "ร",
-        "อ",
-        "ก",
-        "เ",
-        "ง",
-        "ม",
-        "ย",
-        "ล",
-        "ว",
-        "ด",
-        "ท",
-        "ส",
-        "ต",
-        "ะ",
-        "ป",
-        "บ",
-        "ค",
-        "ห",
-        "แ",
-        "จ",
-        "พ",
-        "ช",
-        "ข",
-        "ใ",
-    ],
-    "Greek": [
-        "α",
-        "τ",
-        "ο",
-        "ι",
-        "ε",
-        "ν",
-        "ρ",
-        "σ",
-        "κ",
-        "η",
-        "π",
-        "ς",
-        "υ",
-        "μ",
-        "λ",
-        "ί",
-        "ό",
-        "ά",
-        "γ",
-        "έ",
-        "δ",
-        "ή",
-        "ω",
-        "χ",
-        "θ",
-        "ύ",
-    ],
-    "Tamil": [
-        "க",
-        "த",
-        "ப",
-        "ட",
-        "ர",
-        "ம",
-        "ல",
-        "ன",
-        "வ",
-        "ற",
-        "ய",
-        "ள",
-        "ச",
-        "ந",
-        "இ",
-        "ண",
-        "அ",
-        "ஆ",
-        "ழ",
-        "ங",
-        "எ",
-        "உ",
-        "ஒ",
-        "ஸ",
-    ],
-    "Kazakh": [
-        "а",
-        "ы",
-        "е",
-        "н",
-        "т",
-        "р",
-        "л",
-        "і",
-        "д",
-        "с",
-        "м",
-        "қ",
-        "к",
-        "о",
-        "б",
-        "и",
-        "у",
-        "ғ",
-        "ж",
-        "ң",
-        "з",
-        "ш",
-        "й",
-        "п",
-        "г",
-        "ө",
-    ],
-}
-
-LANGUAGE_SUPPORTED_COUNT: int = len(FREQUENCIES)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
deleted file mode 100644
index 43aad21a9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/legacy.py
+++ /dev/null
@@ -1,54 +0,0 @@
-from typing import Any, Dict, Optional, Union
-from warnings import warn
-
-from .api import from_bytes
-from .constant import CHARDET_CORRESPONDENCE
-
-
-def detect(
-    byte_str: bytes, should_rename_legacy: bool = False, **kwargs: Any
-) -> Dict[str, Optional[Union[str, float]]]:
-    """
-    chardet legacy method
-    Detect the encoding of the given byte string. It should be mostly backward-compatible.
-    Encoding name will match Chardet own writing whenever possible. (Not on encoding name unsupported by it)
-    This function is deprecated and should be used to migrate your project easily, consult the documentation for
-    further information. Not planned for removal.
-
-    :param byte_str:     The byte sequence to examine.
-    :param should_rename_legacy:  Should we rename legacy encodings
-                                  to their more modern equivalents?
-    """
-    if len(kwargs):
-        warn(
-            f"charset-normalizer disregard arguments '{','.join(list(kwargs.keys()))}' in legacy function detect()"
-        )
-
-    if not isinstance(byte_str, (bytearray, bytes)):
-        raise TypeError(  # pragma: nocover
-            "Expected object of type bytes or bytearray, got: "
-            "{0}".format(type(byte_str))
-        )
-
-    if isinstance(byte_str, bytearray):
-        byte_str = bytes(byte_str)
-
-    r = from_bytes(byte_str).best()
-
-    encoding = r.encoding if r is not None else None
-    language = r.language if r is not None and r.language != "Unknown" else ""
-    confidence = 1.0 - r.chaos if r is not None else None
-
-    # Note: CharsetNormalizer does not return 'UTF-8-SIG' as the sig get stripped in the detection/normalization process
-    # but chardet does return 'utf-8-sig' and it is a valid codec name.
-    if r is not None and encoding == "utf_8" and r.bom:
-        encoding += "_sig"
-
-    if should_rename_legacy is False and encoding in CHARDET_CORRESPONDENCE:
-        encoding = CHARDET_CORRESPONDENCE[encoding]
-
-    return {
-        "encoding": encoding,
-        "language": language,
-        "confidence": confidence,
-    }
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.cpython-311-darwin.so
deleted file mode 100755
index 92349748305914277c8462ac413035c5b52afa62..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
deleted file mode 100644
index 77897aae4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md.py
+++ /dev/null
@@ -1,615 +0,0 @@
-from functools import lru_cache
-from logging import getLogger
-from typing import List, Optional
-
-from .constant import (
-    COMMON_SAFE_ASCII_CHARACTERS,
-    TRACE,
-    UNICODE_SECONDARY_RANGE_KEYWORD,
-)
-from .utils import (
-    is_accentuated,
-    is_arabic,
-    is_arabic_isolated_form,
-    is_case_variable,
-    is_cjk,
-    is_emoticon,
-    is_hangul,
-    is_hiragana,
-    is_katakana,
-    is_latin,
-    is_punctuation,
-    is_separator,
-    is_symbol,
-    is_thai,
-    is_unprintable,
-    remove_accent,
-    unicode_range,
-)
-
-
-class MessDetectorPlugin:
-    """
-    Base abstract class used for mess detection plugins.
-    All detectors MUST extend and implement given methods.
-    """
-
-    def eligible(self, character: str) -> bool:
-        """
-        Determine if given character should be fed in.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-    def feed(self, character: str) -> None:
-        """
-        The main routine to be executed upon character.
-        Insert the logic in witch the text would be considered chaotic.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-    def reset(self) -> None:  # pragma: no cover
-        """
-        Permit to reset the plugin to the initial state.
-        """
-        raise NotImplementedError
-
-    @property
-    def ratio(self) -> float:
-        """
-        Compute the chaos ratio based on what your feed() has seen.
-        Must NOT be lower than 0.; No restriction gt 0.
-        """
-        raise NotImplementedError  # pragma: nocover
-
-
-class TooManySymbolOrPunctuationPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._punctuation_count: int = 0
-        self._symbol_count: int = 0
-        self._character_count: int = 0
-
-        self._last_printable_char: Optional[str] = None
-        self._frenzy_symbol_in_word: bool = False
-
-    def eligible(self, character: str) -> bool:
-        return character.isprintable()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if (
-            character != self._last_printable_char
-            and character not in COMMON_SAFE_ASCII_CHARACTERS
-        ):
-            if is_punctuation(character):
-                self._punctuation_count += 1
-            elif (
-                character.isdigit() is False
-                and is_symbol(character)
-                and is_emoticon(character) is False
-            ):
-                self._symbol_count += 2
-
-        self._last_printable_char = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._punctuation_count = 0
-        self._character_count = 0
-        self._symbol_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        ratio_of_punctuation: float = (
-            self._punctuation_count + self._symbol_count
-        ) / self._character_count
-
-        return ratio_of_punctuation if ratio_of_punctuation >= 0.3 else 0.0
-
-
-class TooManyAccentuatedPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._character_count: int = 0
-        self._accentuated_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return character.isalpha()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if is_accentuated(character):
-            self._accentuated_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._accentuated_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count < 8:
-            return 0.0
-
-        ratio_of_accentuation: float = self._accentuated_count / self._character_count
-        return ratio_of_accentuation if ratio_of_accentuation >= 0.35 else 0.0
-
-
-class UnprintablePlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._unprintable_count: int = 0
-        self._character_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if is_unprintable(character):
-            self._unprintable_count += 1
-        self._character_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._unprintable_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return (self._unprintable_count * 8) / self._character_count
-
-
-class SuspiciousDuplicateAccentPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._successive_count: int = 0
-        self._character_count: int = 0
-
-        self._last_latin_character: Optional[str] = None
-
-    def eligible(self, character: str) -> bool:
-        return character.isalpha() and is_latin(character)
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-        if (
-            self._last_latin_character is not None
-            and is_accentuated(character)
-            and is_accentuated(self._last_latin_character)
-        ):
-            if character.isupper() and self._last_latin_character.isupper():
-                self._successive_count += 1
-            # Worse if its the same char duplicated with different accent.
-            if remove_accent(character) == remove_accent(self._last_latin_character):
-                self._successive_count += 1
-        self._last_latin_character = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._successive_count = 0
-        self._character_count = 0
-        self._last_latin_character = None
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return (self._successive_count * 2) / self._character_count
-
-
-class SuspiciousRange(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._suspicious_successive_range_count: int = 0
-        self._character_count: int = 0
-        self._last_printable_seen: Optional[str] = None
-
-    def eligible(self, character: str) -> bool:
-        return character.isprintable()
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if (
-            character.isspace()
-            or is_punctuation(character)
-            or character in COMMON_SAFE_ASCII_CHARACTERS
-        ):
-            self._last_printable_seen = None
-            return
-
-        if self._last_printable_seen is None:
-            self._last_printable_seen = character
-            return
-
-        unicode_range_a: Optional[str] = unicode_range(self._last_printable_seen)
-        unicode_range_b: Optional[str] = unicode_range(character)
-
-        if is_suspiciously_successive_range(unicode_range_a, unicode_range_b):
-            self._suspicious_successive_range_count += 1
-
-        self._last_printable_seen = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._suspicious_successive_range_count = 0
-        self._last_printable_seen = None
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count <= 24:
-            return 0.0
-
-        ratio_of_suspicious_range_usage: float = (
-            self._suspicious_successive_range_count * 2
-        ) / self._character_count
-
-        return ratio_of_suspicious_range_usage
-
-
-class SuperWeirdWordPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._word_count: int = 0
-        self._bad_word_count: int = 0
-        self._foreign_long_count: int = 0
-
-        self._is_current_word_bad: bool = False
-        self._foreign_long_watch: bool = False
-
-        self._character_count: int = 0
-        self._bad_character_count: int = 0
-
-        self._buffer: str = ""
-        self._buffer_accent_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if character.isalpha():
-            self._buffer += character
-            if is_accentuated(character):
-                self._buffer_accent_count += 1
-            if (
-                self._foreign_long_watch is False
-                and (is_latin(character) is False or is_accentuated(character))
-                and is_cjk(character) is False
-                and is_hangul(character) is False
-                and is_katakana(character) is False
-                and is_hiragana(character) is False
-                and is_thai(character) is False
-            ):
-                self._foreign_long_watch = True
-            return
-        if not self._buffer:
-            return
-        if (
-            character.isspace() or is_punctuation(character) or is_separator(character)
-        ) and self._buffer:
-            self._word_count += 1
-            buffer_length: int = len(self._buffer)
-
-            self._character_count += buffer_length
-
-            if buffer_length >= 4:
-                if self._buffer_accent_count / buffer_length > 0.34:
-                    self._is_current_word_bad = True
-                # Word/Buffer ending with an upper case accentuated letter are so rare,
-                # that we will consider them all as suspicious. Same weight as foreign_long suspicious.
-                if (
-                    is_accentuated(self._buffer[-1])
-                    and self._buffer[-1].isupper()
-                    and all(_.isupper() for _ in self._buffer) is False
-                ):
-                    self._foreign_long_count += 1
-                    self._is_current_word_bad = True
-            if buffer_length >= 24 and self._foreign_long_watch:
-                camel_case_dst = [
-                    i
-                    for c, i in zip(self._buffer, range(0, buffer_length))
-                    if c.isupper()
-                ]
-                probable_camel_cased: bool = False
-
-                if camel_case_dst and (len(camel_case_dst) / buffer_length <= 0.3):
-                    probable_camel_cased = True
-
-                if not probable_camel_cased:
-                    self._foreign_long_count += 1
-                    self._is_current_word_bad = True
-
-            if self._is_current_word_bad:
-                self._bad_word_count += 1
-                self._bad_character_count += len(self._buffer)
-                self._is_current_word_bad = False
-
-            self._foreign_long_watch = False
-            self._buffer = ""
-            self._buffer_accent_count = 0
-        elif (
-            character not in {"<", ">", "-", "=", "~", "|", "_"}
-            and character.isdigit() is False
-            and is_symbol(character)
-        ):
-            self._is_current_word_bad = True
-            self._buffer += character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._buffer = ""
-        self._is_current_word_bad = False
-        self._foreign_long_watch = False
-        self._bad_word_count = 0
-        self._word_count = 0
-        self._character_count = 0
-        self._bad_character_count = 0
-        self._foreign_long_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._word_count <= 10 and self._foreign_long_count == 0:
-            return 0.0
-
-        return self._bad_character_count / self._character_count
-
-
-class CjkInvalidStopPlugin(MessDetectorPlugin):
-    """
-    GB(Chinese) based encoding often render the stop incorrectly when the content does not fit and
-    can be easily detected. Searching for the overuse of '丅' and '丄'.
-    """
-
-    def __init__(self) -> None:
-        self._wrong_stop_count: int = 0
-        self._cjk_character_count: int = 0
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        if character in {"丅", "丄"}:
-            self._wrong_stop_count += 1
-            return
-        if is_cjk(character):
-            self._cjk_character_count += 1
-
-    def reset(self) -> None:  # pragma: no cover
-        self._wrong_stop_count = 0
-        self._cjk_character_count = 0
-
-    @property
-    def ratio(self) -> float:
-        if self._cjk_character_count < 16:
-            return 0.0
-        return self._wrong_stop_count / self._cjk_character_count
-
-
-class ArchaicUpperLowerPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._buf: bool = False
-
-        self._character_count_since_last_sep: int = 0
-
-        self._successive_upper_lower_count: int = 0
-        self._successive_upper_lower_count_final: int = 0
-
-        self._character_count: int = 0
-
-        self._last_alpha_seen: Optional[str] = None
-        self._current_ascii_only: bool = True
-
-    def eligible(self, character: str) -> bool:
-        return True
-
-    def feed(self, character: str) -> None:
-        is_concerned = character.isalpha() and is_case_variable(character)
-        chunk_sep = is_concerned is False
-
-        if chunk_sep and self._character_count_since_last_sep > 0:
-            if (
-                self._character_count_since_last_sep <= 64
-                and character.isdigit() is False
-                and self._current_ascii_only is False
-            ):
-                self._successive_upper_lower_count_final += (
-                    self._successive_upper_lower_count
-                )
-
-            self._successive_upper_lower_count = 0
-            self._character_count_since_last_sep = 0
-            self._last_alpha_seen = None
-            self._buf = False
-            self._character_count += 1
-            self._current_ascii_only = True
-
-            return
-
-        if self._current_ascii_only is True and character.isascii() is False:
-            self._current_ascii_only = False
-
-        if self._last_alpha_seen is not None:
-            if (character.isupper() and self._last_alpha_seen.islower()) or (
-                character.islower() and self._last_alpha_seen.isupper()
-            ):
-                if self._buf is True:
-                    self._successive_upper_lower_count += 2
-                    self._buf = False
-                else:
-                    self._buf = True
-            else:
-                self._buf = False
-
-        self._character_count += 1
-        self._character_count_since_last_sep += 1
-        self._last_alpha_seen = character
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._character_count_since_last_sep = 0
-        self._successive_upper_lower_count = 0
-        self._successive_upper_lower_count_final = 0
-        self._last_alpha_seen = None
-        self._buf = False
-        self._current_ascii_only = True
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count == 0:
-            return 0.0
-
-        return self._successive_upper_lower_count_final / self._character_count
-
-
-class ArabicIsolatedFormPlugin(MessDetectorPlugin):
-    def __init__(self) -> None:
-        self._character_count: int = 0
-        self._isolated_form_count: int = 0
-
-    def reset(self) -> None:  # pragma: no cover
-        self._character_count = 0
-        self._isolated_form_count = 0
-
-    def eligible(self, character: str) -> bool:
-        return is_arabic(character)
-
-    def feed(self, character: str) -> None:
-        self._character_count += 1
-
-        if is_arabic_isolated_form(character):
-            self._isolated_form_count += 1
-
-    @property
-    def ratio(self) -> float:
-        if self._character_count < 8:
-            return 0.0
-
-        isolated_form_usage: float = self._isolated_form_count / self._character_count
-
-        return isolated_form_usage
-
-
-@lru_cache(maxsize=1024)
-def is_suspiciously_successive_range(
-    unicode_range_a: Optional[str], unicode_range_b: Optional[str]
-) -> bool:
-    """
-    Determine if two Unicode range seen next to each other can be considered as suspicious.
-    """
-    if unicode_range_a is None or unicode_range_b is None:
-        return True
-
-    if unicode_range_a == unicode_range_b:
-        return False
-
-    if "Latin" in unicode_range_a and "Latin" in unicode_range_b:
-        return False
-
-    if "Emoticons" in unicode_range_a or "Emoticons" in unicode_range_b:
-        return False
-
-    # Latin characters can be accompanied with a combining diacritical mark
-    # eg. Vietnamese.
-    if ("Latin" in unicode_range_a or "Latin" in unicode_range_b) and (
-        "Combining" in unicode_range_a or "Combining" in unicode_range_b
-    ):
-        return False
-
-    keywords_range_a, keywords_range_b = unicode_range_a.split(
-        " "
-    ), unicode_range_b.split(" ")
-
-    for el in keywords_range_a:
-        if el in UNICODE_SECONDARY_RANGE_KEYWORD:
-            continue
-        if el in keywords_range_b:
-            return False
-
-    # Japanese Exception
-    range_a_jp_chars, range_b_jp_chars = (
-        unicode_range_a
-        in (
-            "Hiragana",
-            "Katakana",
-        ),
-        unicode_range_b in ("Hiragana", "Katakana"),
-    )
-    if (range_a_jp_chars or range_b_jp_chars) and (
-        "CJK" in unicode_range_a or "CJK" in unicode_range_b
-    ):
-        return False
-    if range_a_jp_chars and range_b_jp_chars:
-        return False
-
-    if "Hangul" in unicode_range_a or "Hangul" in unicode_range_b:
-        if "CJK" in unicode_range_a or "CJK" in unicode_range_b:
-            return False
-        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
-            return False
-
-    # Chinese/Japanese use dedicated range for punctuation and/or separators.
-    if ("CJK" in unicode_range_a or "CJK" in unicode_range_b) or (
-        unicode_range_a in ["Katakana", "Hiragana"]
-        and unicode_range_b in ["Katakana", "Hiragana"]
-    ):
-        if "Punctuation" in unicode_range_a or "Punctuation" in unicode_range_b:
-            return False
-        if "Forms" in unicode_range_a or "Forms" in unicode_range_b:
-            return False
-        if unicode_range_a == "Basic Latin" or unicode_range_b == "Basic Latin":
-            return False
-
-    return True
-
-
-@lru_cache(maxsize=2048)
-def mess_ratio(
-    decoded_sequence: str, maximum_threshold: float = 0.2, debug: bool = False
-) -> float:
-    """
-    Compute a mess ratio given a decoded bytes sequence. The maximum threshold does stop the computation earlier.
-    """
-
-    detectors: List[MessDetectorPlugin] = [
-        md_class() for md_class in MessDetectorPlugin.__subclasses__()
-    ]
-
-    length: int = len(decoded_sequence) + 1
-
-    mean_mess_ratio: float = 0.0
-
-    if length < 512:
-        intermediary_mean_mess_ratio_calc: int = 32
-    elif length <= 1024:
-        intermediary_mean_mess_ratio_calc = 64
-    else:
-        intermediary_mean_mess_ratio_calc = 128
-
-    for character, index in zip(decoded_sequence + "\n", range(length)):
-        for detector in detectors:
-            if detector.eligible(character):
-                detector.feed(character)
-
-        if (
-            index > 0 and index % intermediary_mean_mess_ratio_calc == 0
-        ) or index == length - 1:
-            mean_mess_ratio = sum(dt.ratio for dt in detectors)
-
-            if mean_mess_ratio >= maximum_threshold:
-                break
-
-    if debug:
-        logger = getLogger("charset_normalizer")
-
-        logger.log(
-            TRACE,
-            "Mess-detector extended-analysis start. "
-            f"intermediary_mean_mess_ratio_calc={intermediary_mean_mess_ratio_calc} mean_mess_ratio={mean_mess_ratio} "
-            f"maximum_threshold={maximum_threshold}",
-        )
-
-        if len(decoded_sequence) > 16:
-            logger.log(TRACE, f"Starting with: {decoded_sequence[:16]}")
-            logger.log(TRACE, f"Ending with: {decoded_sequence[-16::]}")
-
-        for dt in detectors:  # pragma: nocover
-            logger.log(TRACE, f"{dt.__class__}: {dt.ratio}")
-
-    return round(mean_mess_ratio, 3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/md__mypyc.cpython-311-darwin.so
deleted file mode 100755
index 8dd887c155cd36c0e6d54f0c80bd0056f73699f7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
deleted file mode 100644
index a760b9c55..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/models.py
+++ /dev/null
@@ -1,340 +0,0 @@
-from encodings.aliases import aliases
-from hashlib import sha256
-from json import dumps
-from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
-
-from .constant import TOO_BIG_SEQUENCE
-from .utils import iana_name, is_multi_byte_encoding, unicode_range
-
-
-class CharsetMatch:
-    def __init__(
-        self,
-        payload: bytes,
-        guessed_encoding: str,
-        mean_mess_ratio: float,
-        has_sig_or_bom: bool,
-        languages: "CoherenceMatches",
-        decoded_payload: Optional[str] = None,
-    ):
-        self._payload: bytes = payload
-
-        self._encoding: str = guessed_encoding
-        self._mean_mess_ratio: float = mean_mess_ratio
-        self._languages: CoherenceMatches = languages
-        self._has_sig_or_bom: bool = has_sig_or_bom
-        self._unicode_ranges: Optional[List[str]] = None
-
-        self._leaves: List[CharsetMatch] = []
-        self._mean_coherence_ratio: float = 0.0
-
-        self._output_payload: Optional[bytes] = None
-        self._output_encoding: Optional[str] = None
-
-        self._string: Optional[str] = decoded_payload
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, CharsetMatch):
-            raise TypeError(
-                "__eq__ cannot be invoked on {} and {}.".format(
-                    str(other.__class__), str(self.__class__)
-                )
-            )
-        return self.encoding == other.encoding and self.fingerprint == other.fingerprint
-
-    def __lt__(self, other: object) -> bool:
-        """
-        Implemented to make sorted available upon CharsetMatches items.
-        """
-        if not isinstance(other, CharsetMatch):
-            raise ValueError
-
-        chaos_difference: float = abs(self.chaos - other.chaos)
-        coherence_difference: float = abs(self.coherence - other.coherence)
-
-        # Below 1% difference --> Use Coherence
-        if chaos_difference < 0.01 and coherence_difference > 0.02:
-            return self.coherence > other.coherence
-        elif chaos_difference < 0.01 and coherence_difference <= 0.02:
-            # When having a difficult decision, use the result that decoded as many multi-byte as possible.
-            # preserve RAM usage!
-            if len(self._payload) >= TOO_BIG_SEQUENCE:
-                return self.chaos < other.chaos
-            return self.multi_byte_usage > other.multi_byte_usage
-
-        return self.chaos < other.chaos
-
-    @property
-    def multi_byte_usage(self) -> float:
-        return 1.0 - (len(str(self)) / len(self.raw))
-
-    def __str__(self) -> str:
-        # Lazy Str Loading
-        if self._string is None:
-            self._string = str(self._payload, self._encoding, "strict")
-        return self._string
-
-    def __repr__(self) -> str:
-        return "<CharsetMatch '{}' bytes({})>".format(self.encoding, self.fingerprint)
-
-    def add_submatch(self, other: "CharsetMatch") -> None:
-        if not isinstance(other, CharsetMatch) or other == self:
-            raise ValueError(
-                "Unable to add instance <{}> as a submatch of a CharsetMatch".format(
-                    other.__class__
-                )
-            )
-
-        other._string = None  # Unload RAM usage; dirty trick.
-        self._leaves.append(other)
-
-    @property
-    def encoding(self) -> str:
-        return self._encoding
-
-    @property
-    def encoding_aliases(self) -> List[str]:
-        """
-        Encoding name are known by many name, using this could help when searching for IBM855 when it's listed as CP855.
-        """
-        also_known_as: List[str] = []
-        for u, p in aliases.items():
-            if self.encoding == u:
-                also_known_as.append(p)
-            elif self.encoding == p:
-                also_known_as.append(u)
-        return also_known_as
-
-    @property
-    def bom(self) -> bool:
-        return self._has_sig_or_bom
-
-    @property
-    def byte_order_mark(self) -> bool:
-        return self._has_sig_or_bom
-
-    @property
-    def languages(self) -> List[str]:
-        """
-        Return the complete list of possible languages found in decoded sequence.
-        Usually not really useful. Returned list may be empty even if 'language' property return something != 'Unknown'.
-        """
-        return [e[0] for e in self._languages]
-
-    @property
-    def language(self) -> str:
-        """
-        Most probable language found in decoded sequence. If none were detected or inferred, the property will return
-        "Unknown".
-        """
-        if not self._languages:
-            # Trying to infer the language based on the given encoding
-            # Its either English or we should not pronounce ourselves in certain cases.
-            if "ascii" in self.could_be_from_charset:
-                return "English"
-
-            # doing it there to avoid circular import
-            from charset_normalizer.cd import encoding_languages, mb_encoding_languages
-
-            languages = (
-                mb_encoding_languages(self.encoding)
-                if is_multi_byte_encoding(self.encoding)
-                else encoding_languages(self.encoding)
-            )
-
-            if len(languages) == 0 or "Latin Based" in languages:
-                return "Unknown"
-
-            return languages[0]
-
-        return self._languages[0][0]
-
-    @property
-    def chaos(self) -> float:
-        return self._mean_mess_ratio
-
-    @property
-    def coherence(self) -> float:
-        if not self._languages:
-            return 0.0
-        return self._languages[0][1]
-
-    @property
-    def percent_chaos(self) -> float:
-        return round(self.chaos * 100, ndigits=3)
-
-    @property
-    def percent_coherence(self) -> float:
-        return round(self.coherence * 100, ndigits=3)
-
-    @property
-    def raw(self) -> bytes:
-        """
-        Original untouched bytes.
-        """
-        return self._payload
-
-    @property
-    def submatch(self) -> List["CharsetMatch"]:
-        return self._leaves
-
-    @property
-    def has_submatch(self) -> bool:
-        return len(self._leaves) > 0
-
-    @property
-    def alphabets(self) -> List[str]:
-        if self._unicode_ranges is not None:
-            return self._unicode_ranges
-        # list detected ranges
-        detected_ranges: List[Optional[str]] = [
-            unicode_range(char) for char in str(self)
-        ]
-        # filter and sort
-        self._unicode_ranges = sorted(list({r for r in detected_ranges if r}))
-        return self._unicode_ranges
-
-    @property
-    def could_be_from_charset(self) -> List[str]:
-        """
-        The complete list of encoding that output the exact SAME str result and therefore could be the originating
-        encoding.
-        This list does include the encoding available in property 'encoding'.
-        """
-        return [self._encoding] + [m.encoding for m in self._leaves]
-
-    def output(self, encoding: str = "utf_8") -> bytes:
-        """
-        Method to get re-encoded bytes payload using given target encoding. Default to UTF-8.
-        Any errors will be simply ignored by the encoder NOT replaced.
-        """
-        if self._output_encoding is None or self._output_encoding != encoding:
-            self._output_encoding = encoding
-            self._output_payload = str(self).encode(encoding, "replace")
-
-        return self._output_payload  # type: ignore
-
-    @property
-    def fingerprint(self) -> str:
-        """
-        Retrieve the unique SHA256 computed using the transformed (re-encoded) payload. Not the original one.
-        """
-        return sha256(self.output()).hexdigest()
-
-
-class CharsetMatches:
-    """
-    Container with every CharsetMatch items ordered by default from most probable to the less one.
-    Act like a list(iterable) but does not implements all related methods.
-    """
-
-    def __init__(self, results: Optional[List[CharsetMatch]] = None):
-        self._results: List[CharsetMatch] = sorted(results) if results else []
-
-    def __iter__(self) -> Iterator[CharsetMatch]:
-        yield from self._results
-
-    def __getitem__(self, item: Union[int, str]) -> CharsetMatch:
-        """
-        Retrieve a single item either by its position or encoding name (alias may be used here).
-        Raise KeyError upon invalid index or encoding not present in results.
-        """
-        if isinstance(item, int):
-            return self._results[item]
-        if isinstance(item, str):
-            item = iana_name(item, False)
-            for result in self._results:
-                if item in result.could_be_from_charset:
-                    return result
-        raise KeyError
-
-    def __len__(self) -> int:
-        return len(self._results)
-
-    def __bool__(self) -> bool:
-        return len(self._results) > 0
-
-    def append(self, item: CharsetMatch) -> None:
-        """
-        Insert a single match. Will be inserted accordingly to preserve sort.
-        Can be inserted as a submatch.
-        """
-        if not isinstance(item, CharsetMatch):
-            raise ValueError(
-                "Cannot append instance '{}' to CharsetMatches".format(
-                    str(item.__class__)
-                )
-            )
-        # We should disable the submatch factoring when the input file is too heavy (conserve RAM usage)
-        if len(item.raw) <= TOO_BIG_SEQUENCE:
-            for match in self._results:
-                if match.fingerprint == item.fingerprint and match.chaos == item.chaos:
-                    match.add_submatch(item)
-                    return
-        self._results.append(item)
-        self._results = sorted(self._results)
-
-    def best(self) -> Optional["CharsetMatch"]:
-        """
-        Simply return the first match. Strict equivalent to matches[0].
-        """
-        if not self._results:
-            return None
-        return self._results[0]
-
-    def first(self) -> Optional["CharsetMatch"]:
-        """
-        Redundant method, call the method best(). Kept for BC reasons.
-        """
-        return self.best()
-
-
-CoherenceMatch = Tuple[str, float]
-CoherenceMatches = List[CoherenceMatch]
-
-
-class CliDetectionResult:
-    def __init__(
-        self,
-        path: str,
-        encoding: Optional[str],
-        encoding_aliases: List[str],
-        alternative_encodings: List[str],
-        language: str,
-        alphabets: List[str],
-        has_sig_or_bom: bool,
-        chaos: float,
-        coherence: float,
-        unicode_path: Optional[str],
-        is_preferred: bool,
-    ):
-        self.path: str = path
-        self.unicode_path: Optional[str] = unicode_path
-        self.encoding: Optional[str] = encoding
-        self.encoding_aliases: List[str] = encoding_aliases
-        self.alternative_encodings: List[str] = alternative_encodings
-        self.language: str = language
-        self.alphabets: List[str] = alphabets
-        self.has_sig_or_bom: bool = has_sig_or_bom
-        self.chaos: float = chaos
-        self.coherence: float = coherence
-        self.is_preferred: bool = is_preferred
-
-    @property
-    def __dict__(self) -> Dict[str, Any]:  # type: ignore
-        return {
-            "path": self.path,
-            "encoding": self.encoding,
-            "encoding_aliases": self.encoding_aliases,
-            "alternative_encodings": self.alternative_encodings,
-            "language": self.language,
-            "alphabets": self.alphabets,
-            "has_sig_or_bom": self.has_sig_or_bom,
-            "chaos": self.chaos,
-            "coherence": self.coherence,
-            "unicode_path": self.unicode_path,
-            "is_preferred": self.is_preferred,
-        }
-
-    def to_json(self) -> str:
-        return dumps(self.__dict__, ensure_ascii=True, indent=4)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
deleted file mode 100644
index e5cbbf4c0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/utils.py
+++ /dev/null
@@ -1,421 +0,0 @@
-import importlib
-import logging
-import unicodedata
-from codecs import IncrementalDecoder
-from encodings.aliases import aliases
-from functools import lru_cache
-from re import findall
-from typing import Generator, List, Optional, Set, Tuple, Union
-
-from _multibytecodec import MultibyteIncrementalDecoder
-
-from .constant import (
-    ENCODING_MARKS,
-    IANA_SUPPORTED_SIMILAR,
-    RE_POSSIBLE_ENCODING_INDICATION,
-    UNICODE_RANGES_COMBINED,
-    UNICODE_SECONDARY_RANGE_KEYWORD,
-    UTF8_MAXIMAL_ALLOCATION,
-)
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_accentuated(character: str) -> bool:
-    try:
-        description: str = unicodedata.name(character)
-    except ValueError:
-        return False
-    return (
-        "WITH GRAVE" in description
-        or "WITH ACUTE" in description
-        or "WITH CEDILLA" in description
-        or "WITH DIAERESIS" in description
-        or "WITH CIRCUMFLEX" in description
-        or "WITH TILDE" in description
-        or "WITH MACRON" in description
-        or "WITH RING ABOVE" in description
-    )
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def remove_accent(character: str) -> str:
-    decomposed: str = unicodedata.decomposition(character)
-    if not decomposed:
-        return character
-
-    codes: List[str] = decomposed.split(" ")
-
-    return chr(int(codes[0], 16))
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def unicode_range(character: str) -> Optional[str]:
-    """
-    Retrieve the Unicode range official name from a single character.
-    """
-    character_ord: int = ord(character)
-
-    for range_name, ord_range in UNICODE_RANGES_COMBINED.items():
-        if character_ord in ord_range:
-            return range_name
-
-    return None
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_latin(character: str) -> bool:
-    try:
-        description: str = unicodedata.name(character)
-    except ValueError:
-        return False
-    return "LATIN" in description
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_punctuation(character: str) -> bool:
-    character_category: str = unicodedata.category(character)
-
-    if "P" in character_category:
-        return True
-
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Punctuation" in character_range
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_symbol(character: str) -> bool:
-    character_category: str = unicodedata.category(character)
-
-    if "S" in character_category or "N" in character_category:
-        return True
-
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Forms" in character_range and character_category != "Lo"
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_emoticon(character: str) -> bool:
-    character_range: Optional[str] = unicode_range(character)
-
-    if character_range is None:
-        return False
-
-    return "Emoticons" in character_range or "Pictographs" in character_range
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_separator(character: str) -> bool:
-    if character.isspace() or character in {"｜", "+", "<", ">"}:
-        return True
-
-    character_category: str = unicodedata.category(character)
-
-    return "Z" in character_category or character_category in {"Po", "Pd", "Pc"}
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_case_variable(character: str) -> bool:
-    return character.islower() != character.isupper()
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_cjk(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "CJK" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_hiragana(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "HIRAGANA" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_katakana(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "KATAKANA" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_hangul(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "HANGUL" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_thai(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "THAI" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_arabic(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "ARABIC" in character_name
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_arabic_isolated_form(character: str) -> bool:
-    try:
-        character_name = unicodedata.name(character)
-    except ValueError:
-        return False
-
-    return "ARABIC" in character_name and "ISOLATED FORM" in character_name
-
-
-@lru_cache(maxsize=len(UNICODE_RANGES_COMBINED))
-def is_unicode_range_secondary(range_name: str) -> bool:
-    return any(keyword in range_name for keyword in UNICODE_SECONDARY_RANGE_KEYWORD)
-
-
-@lru_cache(maxsize=UTF8_MAXIMAL_ALLOCATION)
-def is_unprintable(character: str) -> bool:
-    return (
-        character.isspace() is False  # includes \n \t \r \v
-        and character.isprintable() is False
-        and character != "\x1A"  # Why? Its the ASCII substitute character.
-        and character != "\ufeff"  # bug discovered in Python,
-        # Zero Width No-Break Space located in 	Arabic Presentation Forms-B, Unicode 1.1 not acknowledged as space.
-    )
-
-
-def any_specified_encoding(sequence: bytes, search_zone: int = 8192) -> Optional[str]:
-    """
-    Extract using ASCII-only decoder any specified encoding in the first n-bytes.
-    """
-    if not isinstance(sequence, bytes):
-        raise TypeError
-
-    seq_len: int = len(sequence)
-
-    results: List[str] = findall(
-        RE_POSSIBLE_ENCODING_INDICATION,
-        sequence[: min(seq_len, search_zone)].decode("ascii", errors="ignore"),
-    )
-
-    if len(results) == 0:
-        return None
-
-    for specified_encoding in results:
-        specified_encoding = specified_encoding.lower().replace("-", "_")
-
-        encoding_alias: str
-        encoding_iana: str
-
-        for encoding_alias, encoding_iana in aliases.items():
-            if encoding_alias == specified_encoding:
-                return encoding_iana
-            if encoding_iana == specified_encoding:
-                return encoding_iana
-
-    return None
-
-
-@lru_cache(maxsize=128)
-def is_multi_byte_encoding(name: str) -> bool:
-    """
-    Verify is a specific encoding is a multi byte one based on it IANA name
-    """
-    return name in {
-        "utf_8",
-        "utf_8_sig",
-        "utf_16",
-        "utf_16_be",
-        "utf_16_le",
-        "utf_32",
-        "utf_32_le",
-        "utf_32_be",
-        "utf_7",
-    } or issubclass(
-        importlib.import_module("encodings.{}".format(name)).IncrementalDecoder,
-        MultibyteIncrementalDecoder,
-    )
-
-
-def identify_sig_or_bom(sequence: bytes) -> Tuple[Optional[str], bytes]:
-    """
-    Identify and extract SIG/BOM in given sequence.
-    """
-
-    for iana_encoding in ENCODING_MARKS:
-        marks: Union[bytes, List[bytes]] = ENCODING_MARKS[iana_encoding]
-
-        if isinstance(marks, bytes):
-            marks = [marks]
-
-        for mark in marks:
-            if sequence.startswith(mark):
-                return iana_encoding, mark
-
-    return None, b""
-
-
-def should_strip_sig_or_bom(iana_encoding: str) -> bool:
-    return iana_encoding not in {"utf_16", "utf_32"}
-
-
-def iana_name(cp_name: str, strict: bool = True) -> str:
-    cp_name = cp_name.lower().replace("-", "_")
-
-    encoding_alias: str
-    encoding_iana: str
-
-    for encoding_alias, encoding_iana in aliases.items():
-        if cp_name in [encoding_alias, encoding_iana]:
-            return encoding_iana
-
-    if strict:
-        raise ValueError("Unable to retrieve IANA for '{}'".format(cp_name))
-
-    return cp_name
-
-
-def range_scan(decoded_sequence: str) -> List[str]:
-    ranges: Set[str] = set()
-
-    for character in decoded_sequence:
-        character_range: Optional[str] = unicode_range(character)
-
-        if character_range is None:
-            continue
-
-        ranges.add(character_range)
-
-    return list(ranges)
-
-
-def cp_similarity(iana_name_a: str, iana_name_b: str) -> float:
-    if is_multi_byte_encoding(iana_name_a) or is_multi_byte_encoding(iana_name_b):
-        return 0.0
-
-    decoder_a = importlib.import_module(
-        "encodings.{}".format(iana_name_a)
-    ).IncrementalDecoder
-    decoder_b = importlib.import_module(
-        "encodings.{}".format(iana_name_b)
-    ).IncrementalDecoder
-
-    id_a: IncrementalDecoder = decoder_a(errors="ignore")
-    id_b: IncrementalDecoder = decoder_b(errors="ignore")
-
-    character_match_count: int = 0
-
-    for i in range(255):
-        to_be_decoded: bytes = bytes([i])
-        if id_a.decode(to_be_decoded) == id_b.decode(to_be_decoded):
-            character_match_count += 1
-
-    return character_match_count / 254
-
-
-def is_cp_similar(iana_name_a: str, iana_name_b: str) -> bool:
-    """
-    Determine if two code page are at least 80% similar. IANA_SUPPORTED_SIMILAR dict was generated using
-    the function cp_similarity.
-    """
-    return (
-        iana_name_a in IANA_SUPPORTED_SIMILAR
-        and iana_name_b in IANA_SUPPORTED_SIMILAR[iana_name_a]
-    )
-
-
-def set_logging_handler(
-    name: str = "charset_normalizer",
-    level: int = logging.INFO,
-    format_string: str = "%(asctime)s | %(levelname)s | %(message)s",
-) -> None:
-    logger = logging.getLogger(name)
-    logger.setLevel(level)
-
-    handler = logging.StreamHandler()
-    handler.setFormatter(logging.Formatter(format_string))
-    logger.addHandler(handler)
-
-
-def cut_sequence_chunks(
-    sequences: bytes,
-    encoding_iana: str,
-    offsets: range,
-    chunk_size: int,
-    bom_or_sig_available: bool,
-    strip_sig_or_bom: bool,
-    sig_payload: bytes,
-    is_multi_byte_decoder: bool,
-    decoded_payload: Optional[str] = None,
-) -> Generator[str, None, None]:
-    if decoded_payload and is_multi_byte_decoder is False:
-        for i in offsets:
-            chunk = decoded_payload[i : i + chunk_size]
-            if not chunk:
-                break
-            yield chunk
-    else:
-        for i in offsets:
-            chunk_end = i + chunk_size
-            if chunk_end > len(sequences) + 8:
-                continue
-
-            cut_sequence = sequences[i : i + chunk_size]
-
-            if bom_or_sig_available and strip_sig_or_bom is False:
-                cut_sequence = sig_payload + cut_sequence
-
-            chunk = cut_sequence.decode(
-                encoding_iana,
-                errors="ignore" if is_multi_byte_decoder else "strict",
-            )
-
-            # multi-byte bad cutting detector and adjustment
-            # not the cleanest way to perform that fix but clever enough for now.
-            if is_multi_byte_decoder and i > 0:
-                chunk_partial_size_chk: int = min(chunk_size, 16)
-
-                if (
-                    decoded_payload
-                    and chunk[:chunk_partial_size_chk] not in decoded_payload
-                ):
-                    for j in range(i, i - 4, -1):
-                        cut_sequence = sequences[j:chunk_end]
-
-                        if bom_or_sig_available and strip_sig_or_bom is False:
-                            cut_sequence = sig_payload + cut_sequence
-
-                        chunk = cut_sequence.decode(encoding_iana, errors="ignore")
-
-                        if chunk[:chunk_partial_size_chk] in decoded_payload:
-                            break
-
-            yield chunk
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
deleted file mode 100644
index 5a4da4ff4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/charset_normalizer/version.py
+++ /dev/null
@@ -1,6 +0,0 @@
-"""
-Expose version
-"""
-
-__version__ = "3.3.2"
-VERSION = __version__.split(".")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
deleted file mode 100644
index a2c19c06f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/__init__.py
+++ /dev/null
@@ -1,24 +0,0 @@
-# -*- coding: utf-8 -*-
-import sys
-
-try:
-    from ._version import version as __version__
-except ImportError:
-    __version__ = 'unknown'
-
-__all__ = ['easter', 'parser', 'relativedelta', 'rrule', 'tz',
-           'utils', 'zoneinfo']
-
-def __getattr__(name):
-    import importlib
-
-    if name in __all__:
-        return importlib.import_module("." + name, __name__)
-    raise AttributeError(
-        "module {!r} has not attribute {!r}".format(__name__, name)
-    )
-
-
-def __dir__():
-    # __dir__ should include all the lazy-importable modules as well.
-    return [x for x in globals() if x not in sys.modules] + __all__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
deleted file mode 100644
index 4eb2659bd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_common.py
+++ /dev/null
@@ -1,43 +0,0 @@
-"""
-Common code used in multiple modules.
-"""
-
-
-class weekday(object):
-    __slots__ = ["weekday", "n"]
-
-    def __init__(self, weekday, n=None):
-        self.weekday = weekday
-        self.n = n
-
-    def __call__(self, n):
-        if n == self.n:
-            return self
-        else:
-            return self.__class__(self.weekday, n)
-
-    def __eq__(self, other):
-        try:
-            if self.weekday != other.weekday or self.n != other.n:
-                return False
-        except AttributeError:
-            return False
-        return True
-
-    def __hash__(self):
-        return hash((
-          self.weekday,
-          self.n,
-        ))
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        s = ("MO", "TU", "WE", "TH", "FR", "SA", "SU")[self.weekday]
-        if not self.n:
-            return s
-        else:
-            return "%s(%+d)" % (s, self.n)
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
deleted file mode 100644
index ddda98098..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/_version.py
+++ /dev/null
@@ -1,4 +0,0 @@
-# file generated by setuptools_scm
-# don't change, don't track in version control
-__version__ = version = '2.9.0.post0'
-__version_tuple__ = version_tuple = (2, 9, 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
deleted file mode 100644
index f74d1f744..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/easter.py
+++ /dev/null
@@ -1,89 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a generic Easter computing method for any given year, using
-Western, Orthodox or Julian algorithms.
-"""
-
-import datetime
-
-__all__ = ["easter", "EASTER_JULIAN", "EASTER_ORTHODOX", "EASTER_WESTERN"]
-
-EASTER_JULIAN = 1
-EASTER_ORTHODOX = 2
-EASTER_WESTERN = 3
-
-
-def easter(year, method=EASTER_WESTERN):
-    """
-    This method was ported from the work done by GM Arts,
-    on top of the algorithm by Claus Tondering, which was
-    based in part on the algorithm of Ouding (1940), as
-    quoted in "Explanatory Supplement to the Astronomical
-    Almanac", P.  Kenneth Seidelmann, editor.
-
-    This algorithm implements three different Easter
-    calculation methods:
-
-    1. Original calculation in Julian calendar, valid in
-       dates after 326 AD
-    2. Original method, with date converted to Gregorian
-       calendar, valid in years 1583 to 4099
-    3. Revised method, in Gregorian calendar, valid in
-       years 1583 to 4099 as well
-
-    These methods are represented by the constants:
-
-    * ``EASTER_JULIAN   = 1``
-    * ``EASTER_ORTHODOX = 2``
-    * ``EASTER_WESTERN  = 3``
-
-    The default method is method 3.
-
-    More about the algorithm may be found at:
-
-    `GM Arts: Easter Algorithms <http://www.gmarts.org/index.php?go=415>`_
-
-    and
-
-    `The Calendar FAQ: Easter <https://www.tondering.dk/claus/cal/easter.php>`_
-
-    """
-
-    if not (1 <= method <= 3):
-        raise ValueError("invalid method")
-
-    # g - Golden year - 1
-    # c - Century
-    # h - (23 - Epact) mod 30
-    # i - Number of days from March 21 to Paschal Full Moon
-    # j - Weekday for PFM (0=Sunday, etc)
-    # p - Number of days from March 21 to Sunday on or before PFM
-    #     (-6 to 28 methods 1 & 3, to 56 for method 2)
-    # e - Extra days to add for method 2 (converting Julian
-    #     date to Gregorian date)
-
-    y = year
-    g = y % 19
-    e = 0
-    if method < 3:
-        # Old method
-        i = (19*g + 15) % 30
-        j = (y + y//4 + i) % 7
-        if method == 2:
-            # Extra dates to convert Julian to Gregorian date
-            e = 10
-            if y > 1600:
-                e = e + y//100 - 16 - (y//100 - 16)//4
-    else:
-        # New method
-        c = y//100
-        h = (c - c//4 - (8*c + 13)//25 + 19*g + 15) % 30
-        i = h - (h//28)*(1 - (h//28)*(29//(h + 1))*((21 - g)//11))
-        j = (y + y//4 + i + 2 - c + c//4) % 7
-
-    # p can be from -6 to 56 corresponding to dates 22 March to 23 May
-    # (later dates apply to method 2, although 23 May never actually occurs)
-    p = i - j + e
-    d = 1 + (p + 27 + (p + 6)//40) % 31
-    m = 3 + (p + 26)//30
-    return datetime.date(int(y), int(m), int(d))
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
deleted file mode 100644
index d174b0e4d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/__init__.py
+++ /dev/null
@@ -1,61 +0,0 @@
-# -*- coding: utf-8 -*-
-from ._parser import parse, parser, parserinfo, ParserError
-from ._parser import DEFAULTPARSER, DEFAULTTZPARSER
-from ._parser import UnknownTimezoneWarning
-
-from ._parser import __doc__
-
-from .isoparser import isoparser, isoparse
-
-__all__ = ['parse', 'parser', 'parserinfo',
-           'isoparse', 'isoparser',
-           'ParserError',
-           'UnknownTimezoneWarning']
-
-
-###
-# Deprecate portions of the private interface so that downstream code that
-# is improperly relying on it is given *some* notice.
-
-
-def __deprecated_private_func(f):
-    from functools import wraps
-    import warnings
-
-    msg = ('{name} is a private function and may break without warning, '
-           'it will be moved and or renamed in future versions.')
-    msg = msg.format(name=f.__name__)
-
-    @wraps(f)
-    def deprecated_func(*args, **kwargs):
-        warnings.warn(msg, DeprecationWarning)
-        return f(*args, **kwargs)
-
-    return deprecated_func
-
-def __deprecate_private_class(c):
-    import warnings
-
-    msg = ('{name} is a private class and may break without warning, '
-           'it will be moved and or renamed in future versions.')
-    msg = msg.format(name=c.__name__)
-
-    class private_class(c):
-        __doc__ = c.__doc__
-
-        def __init__(self, *args, **kwargs):
-            warnings.warn(msg, DeprecationWarning)
-            super(private_class, self).__init__(*args, **kwargs)
-
-    private_class.__name__ = c.__name__
-
-    return private_class
-
-
-from ._parser import _timelex, _resultbase
-from ._parser import _tzparser, _parsetz
-
-_timelex = __deprecate_private_class(_timelex)
-_tzparser = __deprecate_private_class(_tzparser)
-_resultbase = __deprecate_private_class(_resultbase)
-_parsetz = __deprecated_private_func(_parsetz)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
deleted file mode 100644
index 37d1663b2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/_parser.py
+++ /dev/null
@@ -1,1613 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a generic date/time string parser which is able to parse
-most known formats to represent a date and/or time.
-
-This module attempts to be forgiving with regards to unlikely input formats,
-returning a datetime object even for dates which are ambiguous. If an element
-of a date/time stamp is omitted, the following rules are applied:
-
-- If AM or PM is left unspecified, a 24-hour clock is assumed, however, an hour
-  on a 12-hour clock (``0 <= hour <= 12``) *must* be specified if AM or PM is
-  specified.
-- If a time zone is omitted, a timezone-naive datetime is returned.
-
-If any other elements are missing, they are taken from the
-:class:`datetime.datetime` object passed to the parameter ``default``. If this
-results in a day number exceeding the valid number of days per month, the
-value falls back to the end of the month.
-
-Additional resources about date/time string formats can be found below:
-
-- `A summary of the international standard date and time notation
-  <https://www.cl.cam.ac.uk/~mgk25/iso-time.html>`_
-- `W3C Date and Time Formats <https://www.w3.org/TR/NOTE-datetime>`_
-- `Time Formats (Planetary Rings Node) <https://pds-rings.seti.org:443/tools/time_formats.html>`_
-- `CPAN ParseDate module
-  <https://metacpan.org/pod/release/MUIR/Time-modules-2013.0912/lib/Time/ParseDate.pm>`_
-- `Java SimpleDateFormat Class
-  <https://docs.oracle.com/javase/6/docs/api/java/text/SimpleDateFormat.html>`_
-"""
-from __future__ import unicode_literals
-
-import datetime
-import re
-import string
-import time
-import warnings
-
-from calendar import monthrange
-from io import StringIO
-
-import six
-from six import integer_types, text_type
-
-from decimal import Decimal
-
-from warnings import warn
-
-from .. import relativedelta
-from .. import tz
-
-__all__ = ["parse", "parserinfo", "ParserError"]
-
-
-# TODO: pandas.core.tools.datetimes imports this explicitly.  Might be worth
-# making public and/or figuring out if there is something we can
-# take off their plate.
-class _timelex(object):
-    # Fractional seconds are sometimes split by a comma
-    _split_decimal = re.compile("([.,])")
-
-    def __init__(self, instream):
-        if isinstance(instream, (bytes, bytearray)):
-            instream = instream.decode()
-
-        if isinstance(instream, text_type):
-            instream = StringIO(instream)
-        elif getattr(instream, 'read', None) is None:
-            raise TypeError('Parser must be a string or character stream, not '
-                            '{itype}'.format(itype=instream.__class__.__name__))
-
-        self.instream = instream
-        self.charstack = []
-        self.tokenstack = []
-        self.eof = False
-
-    def get_token(self):
-        """
-        This function breaks the time string into lexical units (tokens), which
-        can be parsed by the parser. Lexical units are demarcated by changes in
-        the character set, so any continuous string of letters is considered
-        one unit, any continuous string of numbers is considered one unit.
-
-        The main complication arises from the fact that dots ('.') can be used
-        both as separators (e.g. "Sep.20.2009") or decimal points (e.g.
-        "4:30:21.447"). As such, it is necessary to read the full context of
-        any dot-separated strings before breaking it into tokens; as such, this
-        function maintains a "token stack", for when the ambiguous context
-        demands that multiple tokens be parsed at once.
-        """
-        if self.tokenstack:
-            return self.tokenstack.pop(0)
-
-        seenletters = False
-        token = None
-        state = None
-
-        while not self.eof:
-            # We only realize that we've reached the end of a token when we
-            # find a character that's not part of the current token - since
-            # that character may be part of the next token, it's stored in the
-            # charstack.
-            if self.charstack:
-                nextchar = self.charstack.pop(0)
-            else:
-                nextchar = self.instream.read(1)
-                while nextchar == '\x00':
-                    nextchar = self.instream.read(1)
-
-            if not nextchar:
-                self.eof = True
-                break
-            elif not state:
-                # First character of the token - determines if we're starting
-                # to parse a word, a number or something else.
-                token = nextchar
-                if self.isword(nextchar):
-                    state = 'a'
-                elif self.isnum(nextchar):
-                    state = '0'
-                elif self.isspace(nextchar):
-                    token = ' '
-                    break  # emit token
-                else:
-                    break  # emit token
-            elif state == 'a':
-                # If we've already started reading a word, we keep reading
-                # letters until we find something that's not part of a word.
-                seenletters = True
-                if self.isword(nextchar):
-                    token += nextchar
-                elif nextchar == '.':
-                    token += nextchar
-                    state = 'a.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == '0':
-                # If we've already started reading a number, we keep reading
-                # numbers until we find something that doesn't fit.
-                if self.isnum(nextchar):
-                    token += nextchar
-                elif nextchar == '.' or (nextchar == ',' and len(token) >= 2):
-                    token += nextchar
-                    state = '0.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == 'a.':
-                # If we've seen some letters and a dot separator, continue
-                # parsing, and the tokens will be broken up later.
-                seenletters = True
-                if nextchar == '.' or self.isword(nextchar):
-                    token += nextchar
-                elif self.isnum(nextchar) and token[-1] == '.':
-                    token += nextchar
-                    state = '0.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-            elif state == '0.':
-                # If we've seen at least one dot separator, keep going, we'll
-                # break up the tokens later.
-                if nextchar == '.' or self.isnum(nextchar):
-                    token += nextchar
-                elif self.isword(nextchar) and token[-1] == '.':
-                    token += nextchar
-                    state = 'a.'
-                else:
-                    self.charstack.append(nextchar)
-                    break  # emit token
-
-        if (state in ('a.', '0.') and (seenletters or token.count('.') > 1 or
-                                       token[-1] in '.,')):
-            l = self._split_decimal.split(token)
-            token = l[0]
-            for tok in l[1:]:
-                if tok:
-                    self.tokenstack.append(tok)
-
-        if state == '0.' and token.count('.') == 0:
-            token = token.replace(',', '.')
-
-        return token
-
-    def __iter__(self):
-        return self
-
-    def __next__(self):
-        token = self.get_token()
-        if token is None:
-            raise StopIteration
-
-        return token
-
-    def next(self):
-        return self.__next__()  # Python 2.x support
-
-    @classmethod
-    def split(cls, s):
-        return list(cls(s))
-
-    @classmethod
-    def isword(cls, nextchar):
-        """ Whether or not the next character is part of a word """
-        return nextchar.isalpha()
-
-    @classmethod
-    def isnum(cls, nextchar):
-        """ Whether the next character is part of a number """
-        return nextchar.isdigit()
-
-    @classmethod
-    def isspace(cls, nextchar):
-        """ Whether the next character is whitespace """
-        return nextchar.isspace()
-
-
-class _resultbase(object):
-
-    def __init__(self):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-
-    def _repr(self, classname):
-        l = []
-        for attr in self.__slots__:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("%s=%s" % (attr, repr(value)))
-        return "%s(%s)" % (classname, ", ".join(l))
-
-    def __len__(self):
-        return (sum(getattr(self, attr) is not None
-                    for attr in self.__slots__))
-
-    def __repr__(self):
-        return self._repr(self.__class__.__name__)
-
-
-class parserinfo(object):
-    """
-    Class which handles what inputs are accepted. Subclass this to customize
-    the language and acceptable values for each parameter.
-
-    :param dayfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-        ``yearfirst`` is set to ``True``, this distinguishes between YDM
-        and YMD. Default is ``False``.
-
-    :param yearfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the year. If ``True``, the first number is taken
-        to be the year, otherwise the last number is taken to be the year.
-        Default is ``False``.
-    """
-
-    # m from a.m/p.m, t from ISO T separator
-    JUMP = [" ", ".", ",", ";", "-", "/", "'",
-            "at", "on", "and", "ad", "m", "t", "of",
-            "st", "nd", "rd", "th"]
-
-    WEEKDAYS = [("Mon", "Monday"),
-                ("Tue", "Tuesday"),     # TODO: "Tues"
-                ("Wed", "Wednesday"),
-                ("Thu", "Thursday"),    # TODO: "Thurs"
-                ("Fri", "Friday"),
-                ("Sat", "Saturday"),
-                ("Sun", "Sunday")]
-    MONTHS = [("Jan", "January"),
-              ("Feb", "February"),      # TODO: "Febr"
-              ("Mar", "March"),
-              ("Apr", "April"),
-              ("May", "May"),
-              ("Jun", "June"),
-              ("Jul", "July"),
-              ("Aug", "August"),
-              ("Sep", "Sept", "September"),
-              ("Oct", "October"),
-              ("Nov", "November"),
-              ("Dec", "December")]
-    HMS = [("h", "hour", "hours"),
-           ("m", "minute", "minutes"),
-           ("s", "second", "seconds")]
-    AMPM = [("am", "a"),
-            ("pm", "p")]
-    UTCZONE = ["UTC", "GMT", "Z", "z"]
-    PERTAIN = ["of"]
-    TZOFFSET = {}
-    # TODO: ERA = ["AD", "BC", "CE", "BCE", "Stardate",
-    #              "Anno Domini", "Year of Our Lord"]
-
-    def __init__(self, dayfirst=False, yearfirst=False):
-        self._jump = self._convert(self.JUMP)
-        self._weekdays = self._convert(self.WEEKDAYS)
-        self._months = self._convert(self.MONTHS)
-        self._hms = self._convert(self.HMS)
-        self._ampm = self._convert(self.AMPM)
-        self._utczone = self._convert(self.UTCZONE)
-        self._pertain = self._convert(self.PERTAIN)
-
-        self.dayfirst = dayfirst
-        self.yearfirst = yearfirst
-
-        self._year = time.localtime().tm_year
-        self._century = self._year // 100 * 100
-
-    def _convert(self, lst):
-        dct = {}
-        for i, v in enumerate(lst):
-            if isinstance(v, tuple):
-                for v in v:
-                    dct[v.lower()] = i
-            else:
-                dct[v.lower()] = i
-        return dct
-
-    def jump(self, name):
-        return name.lower() in self._jump
-
-    def weekday(self, name):
-        try:
-            return self._weekdays[name.lower()]
-        except KeyError:
-            pass
-        return None
-
-    def month(self, name):
-        try:
-            return self._months[name.lower()] + 1
-        except KeyError:
-            pass
-        return None
-
-    def hms(self, name):
-        try:
-            return self._hms[name.lower()]
-        except KeyError:
-            return None
-
-    def ampm(self, name):
-        try:
-            return self._ampm[name.lower()]
-        except KeyError:
-            return None
-
-    def pertain(self, name):
-        return name.lower() in self._pertain
-
-    def utczone(self, name):
-        return name.lower() in self._utczone
-
-    def tzoffset(self, name):
-        if name in self._utczone:
-            return 0
-
-        return self.TZOFFSET.get(name)
-
-    def convertyear(self, year, century_specified=False):
-        """
-        Converts two-digit years to year within [-50, 49]
-        range of self._year (current local time)
-        """
-
-        # Function contract is that the year is always positive
-        assert year >= 0
-
-        if year < 100 and not century_specified:
-            # assume current century to start
-            year += self._century
-
-            if year >= self._year + 50:  # if too far in future
-                year -= 100
-            elif year < self._year - 50:  # if too far in past
-                year += 100
-
-        return year
-
-    def validate(self, res):
-        # move to info
-        if res.year is not None:
-            res.year = self.convertyear(res.year, res.century_specified)
-
-        if ((res.tzoffset == 0 and not res.tzname) or
-             (res.tzname == 'Z' or res.tzname == 'z')):
-            res.tzname = "UTC"
-            res.tzoffset = 0
-        elif res.tzoffset != 0 and res.tzname and self.utczone(res.tzname):
-            res.tzoffset = 0
-        return True
-
-
-class _ymd(list):
-    def __init__(self, *args, **kwargs):
-        super(self.__class__, self).__init__(*args, **kwargs)
-        self.century_specified = False
-        self.dstridx = None
-        self.mstridx = None
-        self.ystridx = None
-
-    @property
-    def has_year(self):
-        return self.ystridx is not None
-
-    @property
-    def has_month(self):
-        return self.mstridx is not None
-
-    @property
-    def has_day(self):
-        return self.dstridx is not None
-
-    def could_be_day(self, value):
-        if self.has_day:
-            return False
-        elif not self.has_month:
-            return 1 <= value <= 31
-        elif not self.has_year:
-            # Be permissive, assume leap year
-            month = self[self.mstridx]
-            return 1 <= value <= monthrange(2000, month)[1]
-        else:
-            month = self[self.mstridx]
-            year = self[self.ystridx]
-            return 1 <= value <= monthrange(year, month)[1]
-
-    def append(self, val, label=None):
-        if hasattr(val, '__len__'):
-            if val.isdigit() and len(val) > 2:
-                self.century_specified = True
-                if label not in [None, 'Y']:  # pragma: no cover
-                    raise ValueError(label)
-                label = 'Y'
-        elif val > 100:
-            self.century_specified = True
-            if label not in [None, 'Y']:  # pragma: no cover
-                raise ValueError(label)
-            label = 'Y'
-
-        super(self.__class__, self).append(int(val))
-
-        if label == 'M':
-            if self.has_month:
-                raise ValueError('Month is already set')
-            self.mstridx = len(self) - 1
-        elif label == 'D':
-            if self.has_day:
-                raise ValueError('Day is already set')
-            self.dstridx = len(self) - 1
-        elif label == 'Y':
-            if self.has_year:
-                raise ValueError('Year is already set')
-            self.ystridx = len(self) - 1
-
-    def _resolve_from_stridxs(self, strids):
-        """
-        Try to resolve the identities of year/month/day elements using
-        ystridx, mstridx, and dstridx, if enough of these are specified.
-        """
-        if len(self) == 3 and len(strids) == 2:
-            # we can back out the remaining stridx value
-            missing = [x for x in range(3) if x not in strids.values()]
-            key = [x for x in ['y', 'm', 'd'] if x not in strids]
-            assert len(missing) == len(key) == 1
-            key = key[0]
-            val = missing[0]
-            strids[key] = val
-
-        assert len(self) == len(strids)  # otherwise this should not be called
-        out = {key: self[strids[key]] for key in strids}
-        return (out.get('y'), out.get('m'), out.get('d'))
-
-    def resolve_ymd(self, yearfirst, dayfirst):
-        len_ymd = len(self)
-        year, month, day = (None, None, None)
-
-        strids = (('y', self.ystridx),
-                  ('m', self.mstridx),
-                  ('d', self.dstridx))
-
-        strids = {key: val for key, val in strids if val is not None}
-        if (len(self) == len(strids) > 0 or
-                (len(self) == 3 and len(strids) == 2)):
-            return self._resolve_from_stridxs(strids)
-
-        mstridx = self.mstridx
-
-        if len_ymd > 3:
-            raise ValueError("More than three YMD values")
-        elif len_ymd == 1 or (mstridx is not None and len_ymd == 2):
-            # One member, or two members with a month string
-            if mstridx is not None:
-                month = self[mstridx]
-                # since mstridx is 0 or 1, self[mstridx-1] always
-                # looks up the other element
-                other = self[mstridx - 1]
-            else:
-                other = self[0]
-
-            if len_ymd > 1 or mstridx is None:
-                if other > 31:
-                    year = other
-                else:
-                    day = other
-
-        elif len_ymd == 2:
-            # Two members with numbers
-            if self[0] > 31:
-                # 99-01
-                year, month = self
-            elif self[1] > 31:
-                # 01-99
-                month, year = self
-            elif dayfirst and self[1] <= 12:
-                # 13-01
-                day, month = self
-            else:
-                # 01-13
-                month, day = self
-
-        elif len_ymd == 3:
-            # Three members
-            if mstridx == 0:
-                if self[1] > 31:
-                    # Apr-2003-25
-                    month, year, day = self
-                else:
-                    month, day, year = self
-            elif mstridx == 1:
-                if self[0] > 31 or (yearfirst and self[2] <= 31):
-                    # 99-Jan-01
-                    year, month, day = self
-                else:
-                    # 01-Jan-01
-                    # Give precedence to day-first, since
-                    # two-digit years is usually hand-written.
-                    day, month, year = self
-
-            elif mstridx == 2:
-                # WTF!?
-                if self[1] > 31:
-                    # 01-99-Jan
-                    day, year, month = self
-                else:
-                    # 99-01-Jan
-                    year, day, month = self
-
-            else:
-                if (self[0] > 31 or
-                    self.ystridx == 0 or
-                        (yearfirst and self[1] <= 12 and self[2] <= 31)):
-                    # 99-01-01
-                    if dayfirst and self[2] <= 12:
-                        year, day, month = self
-                    else:
-                        year, month, day = self
-                elif self[0] > 12 or (dayfirst and self[1] <= 12):
-                    # 13-01-01
-                    day, month, year = self
-                else:
-                    # 01-13-01
-                    month, day, year = self
-
-        return year, month, day
-
-
-class parser(object):
-    def __init__(self, info=None):
-        self.info = info or parserinfo()
-
-    def parse(self, timestr, default=None,
-              ignoretz=False, tzinfos=None, **kwargs):
-        """
-        Parse the date/time string into a :class:`datetime.datetime` object.
-
-        :param timestr:
-            Any date/time string using the supported formats.
-
-        :param default:
-            The default datetime object, if this is a datetime object and not
-            ``None``, elements specified in ``timestr`` replace elements in the
-            default object.
-
-        :param ignoretz:
-            If set ``True``, time zones in parsed strings are ignored and a
-            naive :class:`datetime.datetime` object is returned.
-
-        :param tzinfos:
-            Additional time zone names / aliases which may be present in the
-            string. This argument maps time zone names (and optionally offsets
-            from those time zones) to time zones. This parameter can be a
-            dictionary with timezone aliases mapping time zone names to time
-            zones or a function taking two parameters (``tzname`` and
-            ``tzoffset``) and returning a time zone.
-
-            The timezones to which the names are mapped can be an integer
-            offset from UTC in seconds or a :class:`tzinfo` object.
-
-            .. doctest::
-               :options: +NORMALIZE_WHITESPACE
-
-                >>> from dateutil.parser import parse
-                >>> from dateutil.tz import gettz
-                >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
-                >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
-                datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
-                >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
-                datetime.datetime(2012, 1, 19, 17, 21,
-                                  tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
-
-            This parameter is ignored if ``ignoretz`` is set.
-
-        :param \\*\\*kwargs:
-            Keyword arguments as passed to ``_parse()``.
-
-        :return:
-            Returns a :class:`datetime.datetime` object or, if the
-            ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
-            first element being a :class:`datetime.datetime` object, the second
-            a tuple containing the fuzzy tokens.
-
-        :raises ParserError:
-            Raised for invalid or unknown string format, if the provided
-            :class:`tzinfo` is not in a valid format, or if an invalid date
-            would be created.
-
-        :raises TypeError:
-            Raised for non-string or character stream input.
-
-        :raises OverflowError:
-            Raised if the parsed date exceeds the largest valid C integer on
-            your system.
-        """
-
-        if default is None:
-            default = datetime.datetime.now().replace(hour=0, minute=0,
-                                                      second=0, microsecond=0)
-
-        res, skipped_tokens = self._parse(timestr, **kwargs)
-
-        if res is None:
-            raise ParserError("Unknown string format: %s", timestr)
-
-        if len(res) == 0:
-            raise ParserError("String does not contain a date: %s", timestr)
-
-        try:
-            ret = self._build_naive(res, default)
-        except ValueError as e:
-            six.raise_from(ParserError(str(e) + ": %s", timestr), e)
-
-        if not ignoretz:
-            ret = self._build_tzaware(ret, res, tzinfos)
-
-        if kwargs.get('fuzzy_with_tokens', False):
-            return ret, skipped_tokens
-        else:
-            return ret
-
-    class _result(_resultbase):
-        __slots__ = ["year", "month", "day", "weekday",
-                     "hour", "minute", "second", "microsecond",
-                     "tzname", "tzoffset", "ampm","any_unused_tokens"]
-
-    def _parse(self, timestr, dayfirst=None, yearfirst=None, fuzzy=False,
-               fuzzy_with_tokens=False):
-        """
-        Private method which performs the heavy lifting of parsing, called from
-        ``parse()``, which passes on its ``kwargs`` to this function.
-
-        :param timestr:
-            The string to parse.
-
-        :param dayfirst:
-            Whether to interpret the first value in an ambiguous 3-integer date
-            (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-            ``yearfirst`` is set to ``True``, this distinguishes between YDM
-            and YMD. If set to ``None``, this value is retrieved from the
-            current :class:`parserinfo` object (which itself defaults to
-            ``False``).
-
-        :param yearfirst:
-            Whether to interpret the first value in an ambiguous 3-integer date
-            (e.g. 01/05/09) as the year. If ``True``, the first number is taken
-            to be the year, otherwise the last number is taken to be the year.
-            If this is set to ``None``, the value is retrieved from the current
-            :class:`parserinfo` object (which itself defaults to ``False``).
-
-        :param fuzzy:
-            Whether to allow fuzzy parsing, allowing for string like "Today is
-            January 1, 2047 at 8:21:00AM".
-
-        :param fuzzy_with_tokens:
-            If ``True``, ``fuzzy`` is automatically set to True, and the parser
-            will return a tuple where the first element is the parsed
-            :class:`datetime.datetime` datetimestamp and the second element is
-            a tuple containing the portions of the string which were ignored:
-
-            .. doctest::
-
-                >>> from dateutil.parser import parse
-                >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
-                (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
-
-        """
-        if fuzzy_with_tokens:
-            fuzzy = True
-
-        info = self.info
-
-        if dayfirst is None:
-            dayfirst = info.dayfirst
-
-        if yearfirst is None:
-            yearfirst = info.yearfirst
-
-        res = self._result()
-        l = _timelex.split(timestr)         # Splits the timestr into tokens
-
-        skipped_idxs = []
-
-        # year/month/day list
-        ymd = _ymd()
-
-        len_l = len(l)
-        i = 0
-        try:
-            while i < len_l:
-
-                # Check if it's a number
-                value_repr = l[i]
-                try:
-                    value = float(value_repr)
-                except ValueError:
-                    value = None
-
-                if value is not None:
-                    # Numeric token
-                    i = self._parse_numeric_token(l, i, info, ymd, res, fuzzy)
-
-                # Check weekday
-                elif info.weekday(l[i]) is not None:
-                    value = info.weekday(l[i])
-                    res.weekday = value
-
-                # Check month name
-                elif info.month(l[i]) is not None:
-                    value = info.month(l[i])
-                    ymd.append(value, 'M')
-
-                    if i + 1 < len_l:
-                        if l[i + 1] in ('-', '/'):
-                            # Jan-01[-99]
-                            sep = l[i + 1]
-                            ymd.append(l[i + 2])
-
-                            if i + 3 < len_l and l[i + 3] == sep:
-                                # Jan-01-99
-                                ymd.append(l[i + 4])
-                                i += 2
-
-                            i += 2
-
-                        elif (i + 4 < len_l and l[i + 1] == l[i + 3] == ' ' and
-                              info.pertain(l[i + 2])):
-                            # Jan of 01
-                            # In this case, 01 is clearly year
-                            if l[i + 4].isdigit():
-                                # Convert it here to become unambiguous
-                                value = int(l[i + 4])
-                                year = str(info.convertyear(value))
-                                ymd.append(year, 'Y')
-                            else:
-                                # Wrong guess
-                                pass
-                                # TODO: not hit in tests
-                            i += 4
-
-                # Check am/pm
-                elif info.ampm(l[i]) is not None:
-                    value = info.ampm(l[i])
-                    val_is_ampm = self._ampm_valid(res.hour, res.ampm, fuzzy)
-
-                    if val_is_ampm:
-                        res.hour = self._adjust_ampm(res.hour, value)
-                        res.ampm = value
-
-                    elif fuzzy:
-                        skipped_idxs.append(i)
-
-                # Check for a timezone name
-                elif self._could_be_tzname(res.hour, res.tzname, res.tzoffset, l[i]):
-                    res.tzname = l[i]
-                    res.tzoffset = info.tzoffset(res.tzname)
-
-                    # Check for something like GMT+3, or BRST+3. Notice
-                    # that it doesn't mean "I am 3 hours after GMT", but
-                    # "my time +3 is GMT". If found, we reverse the
-                    # logic so that timezone parsing code will get it
-                    # right.
-                    if i + 1 < len_l and l[i + 1] in ('+', '-'):
-                        l[i + 1] = ('+', '-')[l[i + 1] == '+']
-                        res.tzoffset = None
-                        if info.utczone(res.tzname):
-                            # With something like GMT+3, the timezone
-                            # is *not* GMT.
-                            res.tzname = None
-
-                # Check for a numbered timezone
-                elif res.hour is not None and l[i] in ('+', '-'):
-                    signal = (-1, 1)[l[i] == '+']
-                    len_li = len(l[i + 1])
-
-                    # TODO: check that l[i + 1] is integer?
-                    if len_li == 4:
-                        # -0300
-                        hour_offset = int(l[i + 1][:2])
-                        min_offset = int(l[i + 1][2:])
-                    elif i + 2 < len_l and l[i + 2] == ':':
-                        # -03:00
-                        hour_offset = int(l[i + 1])
-                        min_offset = int(l[i + 3])  # TODO: Check that l[i+3] is minute-like?
-                        i += 2
-                    elif len_li <= 2:
-                        # -[0]3
-                        hour_offset = int(l[i + 1][:2])
-                        min_offset = 0
-                    else:
-                        raise ValueError(timestr)
-
-                    res.tzoffset = signal * (hour_offset * 3600 + min_offset * 60)
-
-                    # Look for a timezone name between parenthesis
-                    if (i + 5 < len_l and
-                            info.jump(l[i + 2]) and l[i + 3] == '(' and
-                            l[i + 5] == ')' and
-                            3 <= len(l[i + 4]) and
-                            self._could_be_tzname(res.hour, res.tzname,
-                                                  None, l[i + 4])):
-                        # -0300 (BRST)
-                        res.tzname = l[i + 4]
-                        i += 4
-
-                    i += 1
-
-                # Check jumps
-                elif not (info.jump(l[i]) or fuzzy):
-                    raise ValueError(timestr)
-
-                else:
-                    skipped_idxs.append(i)
-                i += 1
-
-            # Process year/month/day
-            year, month, day = ymd.resolve_ymd(yearfirst, dayfirst)
-
-            res.century_specified = ymd.century_specified
-            res.year = year
-            res.month = month
-            res.day = day
-
-        except (IndexError, ValueError):
-            return None, None
-
-        if not info.validate(res):
-            return None, None
-
-        if fuzzy_with_tokens:
-            skipped_tokens = self._recombine_skipped(l, skipped_idxs)
-            return res, tuple(skipped_tokens)
-        else:
-            return res, None
-
-    def _parse_numeric_token(self, tokens, idx, info, ymd, res, fuzzy):
-        # Token is a number
-        value_repr = tokens[idx]
-        try:
-            value = self._to_decimal(value_repr)
-        except Exception as e:
-            six.raise_from(ValueError('Unknown numeric token'), e)
-
-        len_li = len(value_repr)
-
-        len_l = len(tokens)
-
-        if (len(ymd) == 3 and len_li in (2, 4) and
-            res.hour is None and
-            (idx + 1 >= len_l or
-             (tokens[idx + 1] != ':' and
-              info.hms(tokens[idx + 1]) is None))):
-            # 19990101T23[59]
-            s = tokens[idx]
-            res.hour = int(s[:2])
-
-            if len_li == 4:
-                res.minute = int(s[2:])
-
-        elif len_li == 6 or (len_li > 6 and tokens[idx].find('.') == 6):
-            # YYMMDD or HHMMSS[.ss]
-            s = tokens[idx]
-
-            if not ymd and '.' not in tokens[idx]:
-                ymd.append(s[:2])
-                ymd.append(s[2:4])
-                ymd.append(s[4:])
-            else:
-                # 19990101T235959[.59]
-
-                # TODO: Check if res attributes already set.
-                res.hour = int(s[:2])
-                res.minute = int(s[2:4])
-                res.second, res.microsecond = self._parsems(s[4:])
-
-        elif len_li in (8, 12, 14):
-            # YYYYMMDD
-            s = tokens[idx]
-            ymd.append(s[:4], 'Y')
-            ymd.append(s[4:6])
-            ymd.append(s[6:8])
-
-            if len_li > 8:
-                res.hour = int(s[8:10])
-                res.minute = int(s[10:12])
-
-                if len_li > 12:
-                    res.second = int(s[12:])
-
-        elif self._find_hms_idx(idx, tokens, info, allow_jump=True) is not None:
-            # HH[ ]h or MM[ ]m or SS[.ss][ ]s
-            hms_idx = self._find_hms_idx(idx, tokens, info, allow_jump=True)
-            (idx, hms) = self._parse_hms(idx, tokens, info, hms_idx)
-            if hms is not None:
-                # TODO: checking that hour/minute/second are not
-                # already set?
-                self._assign_hms(res, value_repr, hms)
-
-        elif idx + 2 < len_l and tokens[idx + 1] == ':':
-            # HH:MM[:SS[.ss]]
-            res.hour = int(value)
-            value = self._to_decimal(tokens[idx + 2])  # TODO: try/except for this?
-            (res.minute, res.second) = self._parse_min_sec(value)
-
-            if idx + 4 < len_l and tokens[idx + 3] == ':':
-                res.second, res.microsecond = self._parsems(tokens[idx + 4])
-
-                idx += 2
-
-            idx += 2
-
-        elif idx + 1 < len_l and tokens[idx + 1] in ('-', '/', '.'):
-            sep = tokens[idx + 1]
-            ymd.append(value_repr)
-
-            if idx + 2 < len_l and not info.jump(tokens[idx + 2]):
-                if tokens[idx + 2].isdigit():
-                    # 01-01[-01]
-                    ymd.append(tokens[idx + 2])
-                else:
-                    # 01-Jan[-01]
-                    value = info.month(tokens[idx + 2])
-
-                    if value is not None:
-                        ymd.append(value, 'M')
-                    else:
-                        raise ValueError()
-
-                if idx + 3 < len_l and tokens[idx + 3] == sep:
-                    # We have three members
-                    value = info.month(tokens[idx + 4])
-
-                    if value is not None:
-                        ymd.append(value, 'M')
-                    else:
-                        ymd.append(tokens[idx + 4])
-                    idx += 2
-
-                idx += 1
-            idx += 1
-
-        elif idx + 1 >= len_l or info.jump(tokens[idx + 1]):
-            if idx + 2 < len_l and info.ampm(tokens[idx + 2]) is not None:
-                # 12 am
-                hour = int(value)
-                res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 2]))
-                idx += 1
-            else:
-                # Year, month or day
-                ymd.append(value)
-            idx += 1
-
-        elif info.ampm(tokens[idx + 1]) is not None and (0 <= value < 24):
-            # 12am
-            hour = int(value)
-            res.hour = self._adjust_ampm(hour, info.ampm(tokens[idx + 1]))
-            idx += 1
-
-        elif ymd.could_be_day(value):
-            ymd.append(value)
-
-        elif not fuzzy:
-            raise ValueError()
-
-        return idx
-
-    def _find_hms_idx(self, idx, tokens, info, allow_jump):
-        len_l = len(tokens)
-
-        if idx+1 < len_l and info.hms(tokens[idx+1]) is not None:
-            # There is an "h", "m", or "s" label following this token.  We take
-            # assign the upcoming label to the current token.
-            # e.g. the "12" in 12h"
-            hms_idx = idx + 1
-
-        elif (allow_jump and idx+2 < len_l and tokens[idx+1] == ' ' and
-              info.hms(tokens[idx+2]) is not None):
-            # There is a space and then an "h", "m", or "s" label.
-            # e.g. the "12" in "12 h"
-            hms_idx = idx + 2
-
-        elif idx > 0 and info.hms(tokens[idx-1]) is not None:
-            # There is a "h", "m", or "s" preceding this token.  Since neither
-            # of the previous cases was hit, there is no label following this
-            # token, so we use the previous label.
-            # e.g. the "04" in "12h04"
-            hms_idx = idx-1
-
-        elif (1 < idx == len_l-1 and tokens[idx-1] == ' ' and
-              info.hms(tokens[idx-2]) is not None):
-            # If we are looking at the final token, we allow for a
-            # backward-looking check to skip over a space.
-            # TODO: Are we sure this is the right condition here?
-            hms_idx = idx - 2
-
-        else:
-            hms_idx = None
-
-        return hms_idx
-
-    def _assign_hms(self, res, value_repr, hms):
-        # See GH issue #427, fixing float rounding
-        value = self._to_decimal(value_repr)
-
-        if hms == 0:
-            # Hour
-            res.hour = int(value)
-            if value % 1:
-                res.minute = int(60*(value % 1))
-
-        elif hms == 1:
-            (res.minute, res.second) = self._parse_min_sec(value)
-
-        elif hms == 2:
-            (res.second, res.microsecond) = self._parsems(value_repr)
-
-    def _could_be_tzname(self, hour, tzname, tzoffset, token):
-        return (hour is not None and
-                tzname is None and
-                tzoffset is None and
-                len(token) <= 5 and
-                (all(x in string.ascii_uppercase for x in token)
-                 or token in self.info.UTCZONE))
-
-    def _ampm_valid(self, hour, ampm, fuzzy):
-        """
-        For fuzzy parsing, 'a' or 'am' (both valid English words)
-        may erroneously trigger the AM/PM flag. Deal with that
-        here.
-        """
-        val_is_ampm = True
-
-        # If there's already an AM/PM flag, this one isn't one.
-        if fuzzy and ampm is not None:
-            val_is_ampm = False
-
-        # If AM/PM is found and hour is not, raise a ValueError
-        if hour is None:
-            if fuzzy:
-                val_is_ampm = False
-            else:
-                raise ValueError('No hour specified with AM or PM flag.')
-        elif not 0 <= hour <= 12:
-            # If AM/PM is found, it's a 12 hour clock, so raise
-            # an error for invalid range
-            if fuzzy:
-                val_is_ampm = False
-            else:
-                raise ValueError('Invalid hour specified for 12-hour clock.')
-
-        return val_is_ampm
-
-    def _adjust_ampm(self, hour, ampm):
-        if hour < 12 and ampm == 1:
-            hour += 12
-        elif hour == 12 and ampm == 0:
-            hour = 0
-        return hour
-
-    def _parse_min_sec(self, value):
-        # TODO: Every usage of this function sets res.second to the return
-        # value. Are there any cases where second will be returned as None and
-        # we *don't* want to set res.second = None?
-        minute = int(value)
-        second = None
-
-        sec_remainder = value % 1
-        if sec_remainder:
-            second = int(60 * sec_remainder)
-        return (minute, second)
-
-    def _parse_hms(self, idx, tokens, info, hms_idx):
-        # TODO: Is this going to admit a lot of false-positives for when we
-        # just happen to have digits and "h", "m" or "s" characters in non-date
-        # text?  I guess hex hashes won't have that problem, but there's plenty
-        # of random junk out there.
-        if hms_idx is None:
-            hms = None
-            new_idx = idx
-        elif hms_idx > idx:
-            hms = info.hms(tokens[hms_idx])
-            new_idx = hms_idx
-        else:
-            # Looking backwards, increment one.
-            hms = info.hms(tokens[hms_idx]) + 1
-            new_idx = idx
-
-        return (new_idx, hms)
-
-    # ------------------------------------------------------------------
-    # Handling for individual tokens.  These are kept as methods instead
-    #  of functions for the sake of customizability via subclassing.
-
-    def _parsems(self, value):
-        """Parse a I[.F] seconds value into (seconds, microseconds)."""
-        if "." not in value:
-            return int(value), 0
-        else:
-            i, f = value.split(".")
-            return int(i), int(f.ljust(6, "0")[:6])
-
-    def _to_decimal(self, val):
-        try:
-            decimal_value = Decimal(val)
-            # See GH 662, edge case, infinite value should not be converted
-            #  via `_to_decimal`
-            if not decimal_value.is_finite():
-                raise ValueError("Converted decimal value is infinite or NaN")
-        except Exception as e:
-            msg = "Could not convert %s to decimal" % val
-            six.raise_from(ValueError(msg), e)
-        else:
-            return decimal_value
-
-    # ------------------------------------------------------------------
-    # Post-Parsing construction of datetime output.  These are kept as
-    #  methods instead of functions for the sake of customizability via
-    #  subclassing.
-
-    def _build_tzinfo(self, tzinfos, tzname, tzoffset):
-        if callable(tzinfos):
-            tzdata = tzinfos(tzname, tzoffset)
-        else:
-            tzdata = tzinfos.get(tzname)
-        # handle case where tzinfo is paased an options that returns None
-        # eg tzinfos = {'BRST' : None}
-        if isinstance(tzdata, datetime.tzinfo) or tzdata is None:
-            tzinfo = tzdata
-        elif isinstance(tzdata, text_type):
-            tzinfo = tz.tzstr(tzdata)
-        elif isinstance(tzdata, integer_types):
-            tzinfo = tz.tzoffset(tzname, tzdata)
-        else:
-            raise TypeError("Offset must be tzinfo subclass, tz string, "
-                            "or int offset.")
-        return tzinfo
-
-    def _build_tzaware(self, naive, res, tzinfos):
-        if (callable(tzinfos) or (tzinfos and res.tzname in tzinfos)):
-            tzinfo = self._build_tzinfo(tzinfos, res.tzname, res.tzoffset)
-            aware = naive.replace(tzinfo=tzinfo)
-            aware = self._assign_tzname(aware, res.tzname)
-
-        elif res.tzname and res.tzname in time.tzname:
-            aware = naive.replace(tzinfo=tz.tzlocal())
-
-            # Handle ambiguous local datetime
-            aware = self._assign_tzname(aware, res.tzname)
-
-            # This is mostly relevant for winter GMT zones parsed in the UK
-            if (aware.tzname() != res.tzname and
-                    res.tzname in self.info.UTCZONE):
-                aware = aware.replace(tzinfo=tz.UTC)
-
-        elif res.tzoffset == 0:
-            aware = naive.replace(tzinfo=tz.UTC)
-
-        elif res.tzoffset:
-            aware = naive.replace(tzinfo=tz.tzoffset(res.tzname, res.tzoffset))
-
-        elif not res.tzname and not res.tzoffset:
-            # i.e. no timezone information was found.
-            aware = naive
-
-        elif res.tzname:
-            # tz-like string was parsed but we don't know what to do
-            # with it
-            warnings.warn("tzname {tzname} identified but not understood.  "
-                          "Pass `tzinfos` argument in order to correctly "
-                          "return a timezone-aware datetime.  In a future "
-                          "version, this will raise an "
-                          "exception.".format(tzname=res.tzname),
-                          category=UnknownTimezoneWarning)
-            aware = naive
-
-        return aware
-
-    def _build_naive(self, res, default):
-        repl = {}
-        for attr in ("year", "month", "day", "hour",
-                     "minute", "second", "microsecond"):
-            value = getattr(res, attr)
-            if value is not None:
-                repl[attr] = value
-
-        if 'day' not in repl:
-            # If the default day exceeds the last day of the month, fall back
-            # to the end of the month.
-            cyear = default.year if res.year is None else res.year
-            cmonth = default.month if res.month is None else res.month
-            cday = default.day if res.day is None else res.day
-
-            if cday > monthrange(cyear, cmonth)[1]:
-                repl['day'] = monthrange(cyear, cmonth)[1]
-
-        naive = default.replace(**repl)
-
-        if res.weekday is not None and not res.day:
-            naive = naive + relativedelta.relativedelta(weekday=res.weekday)
-
-        return naive
-
-    def _assign_tzname(self, dt, tzname):
-        if dt.tzname() != tzname:
-            new_dt = tz.enfold(dt, fold=1)
-            if new_dt.tzname() == tzname:
-                return new_dt
-
-        return dt
-
-    def _recombine_skipped(self, tokens, skipped_idxs):
-        """
-        >>> tokens = ["foo", " ", "bar", " ", "19June2000", "baz"]
-        >>> skipped_idxs = [0, 1, 2, 5]
-        >>> _recombine_skipped(tokens, skipped_idxs)
-        ["foo bar", "baz"]
-        """
-        skipped_tokens = []
-        for i, idx in enumerate(sorted(skipped_idxs)):
-            if i > 0 and idx - 1 == skipped_idxs[i - 1]:
-                skipped_tokens[-1] = skipped_tokens[-1] + tokens[idx]
-            else:
-                skipped_tokens.append(tokens[idx])
-
-        return skipped_tokens
-
-
-DEFAULTPARSER = parser()
-
-
-def parse(timestr, parserinfo=None, **kwargs):
-    """
-
-    Parse a string in one of the supported formats, using the
-    ``parserinfo`` parameters.
-
-    :param timestr:
-        A string containing a date/time stamp.
-
-    :param parserinfo:
-        A :class:`parserinfo` object containing parameters for the parser.
-        If ``None``, the default arguments to the :class:`parserinfo`
-        constructor are used.
-
-    The ``**kwargs`` parameter takes the following keyword arguments:
-
-    :param default:
-        The default datetime object, if this is a datetime object and not
-        ``None``, elements specified in ``timestr`` replace elements in the
-        default object.
-
-    :param ignoretz:
-        If set ``True``, time zones in parsed strings are ignored and a naive
-        :class:`datetime` object is returned.
-
-    :param tzinfos:
-        Additional time zone names / aliases which may be present in the
-        string. This argument maps time zone names (and optionally offsets
-        from those time zones) to time zones. This parameter can be a
-        dictionary with timezone aliases mapping time zone names to time
-        zones or a function taking two parameters (``tzname`` and
-        ``tzoffset``) and returning a time zone.
-
-        The timezones to which the names are mapped can be an integer
-        offset from UTC in seconds or a :class:`tzinfo` object.
-
-        .. doctest::
-           :options: +NORMALIZE_WHITESPACE
-
-            >>> from dateutil.parser import parse
-            >>> from dateutil.tz import gettz
-            >>> tzinfos = {"BRST": -7200, "CST": gettz("America/Chicago")}
-            >>> parse("2012-01-19 17:21:00 BRST", tzinfos=tzinfos)
-            datetime.datetime(2012, 1, 19, 17, 21, tzinfo=tzoffset(u'BRST', -7200))
-            >>> parse("2012-01-19 17:21:00 CST", tzinfos=tzinfos)
-            datetime.datetime(2012, 1, 19, 17, 21,
-                              tzinfo=tzfile('/usr/share/zoneinfo/America/Chicago'))
-
-        This parameter is ignored if ``ignoretz`` is set.
-
-    :param dayfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the day (``True``) or month (``False``). If
-        ``yearfirst`` is set to ``True``, this distinguishes between YDM and
-        YMD. If set to ``None``, this value is retrieved from the current
-        :class:`parserinfo` object (which itself defaults to ``False``).
-
-    :param yearfirst:
-        Whether to interpret the first value in an ambiguous 3-integer date
-        (e.g. 01/05/09) as the year. If ``True``, the first number is taken to
-        be the year, otherwise the last number is taken to be the year. If
-        this is set to ``None``, the value is retrieved from the current
-        :class:`parserinfo` object (which itself defaults to ``False``).
-
-    :param fuzzy:
-        Whether to allow fuzzy parsing, allowing for string like "Today is
-        January 1, 2047 at 8:21:00AM".
-
-    :param fuzzy_with_tokens:
-        If ``True``, ``fuzzy`` is automatically set to True, and the parser
-        will return a tuple where the first element is the parsed
-        :class:`datetime.datetime` datetimestamp and the second element is
-        a tuple containing the portions of the string which were ignored:
-
-        .. doctest::
-
-            >>> from dateutil.parser import parse
-            >>> parse("Today is January 1, 2047 at 8:21:00AM", fuzzy_with_tokens=True)
-            (datetime.datetime(2047, 1, 1, 8, 21), (u'Today is ', u' ', u'at '))
-
-    :return:
-        Returns a :class:`datetime.datetime` object or, if the
-        ``fuzzy_with_tokens`` option is ``True``, returns a tuple, the
-        first element being a :class:`datetime.datetime` object, the second
-        a tuple containing the fuzzy tokens.
-
-    :raises ParserError:
-        Raised for invalid or unknown string formats, if the provided
-        :class:`tzinfo` is not in a valid format, or if an invalid date would
-        be created.
-
-    :raises OverflowError:
-        Raised if the parsed date exceeds the largest valid C integer on
-        your system.
-    """
-    if parserinfo:
-        return parser(parserinfo).parse(timestr, **kwargs)
-    else:
-        return DEFAULTPARSER.parse(timestr, **kwargs)
-
-
-class _tzparser(object):
-
-    class _result(_resultbase):
-
-        __slots__ = ["stdabbr", "stdoffset", "dstabbr", "dstoffset",
-                     "start", "end"]
-
-        class _attr(_resultbase):
-            __slots__ = ["month", "week", "weekday",
-                         "yday", "jyday", "day", "time"]
-
-        def __repr__(self):
-            return self._repr("")
-
-        def __init__(self):
-            _resultbase.__init__(self)
-            self.start = self._attr()
-            self.end = self._attr()
-
-    def parse(self, tzstr):
-        res = self._result()
-        l = [x for x in re.split(r'([,:.]|[a-zA-Z]+|[0-9]+)',tzstr) if x]
-        used_idxs = list()
-        try:
-
-            len_l = len(l)
-
-            i = 0
-            while i < len_l:
-                # BRST+3[BRDT[+2]]
-                j = i
-                while j < len_l and not [x for x in l[j]
-                                         if x in "0123456789:,-+"]:
-                    j += 1
-                if j != i:
-                    if not res.stdabbr:
-                        offattr = "stdoffset"
-                        res.stdabbr = "".join(l[i:j])
-                    else:
-                        offattr = "dstoffset"
-                        res.dstabbr = "".join(l[i:j])
-
-                    for ii in range(j):
-                        used_idxs.append(ii)
-                    i = j
-                    if (i < len_l and (l[i] in ('+', '-') or l[i][0] in
-                                       "0123456789")):
-                        if l[i] in ('+', '-'):
-                            # Yes, that's right.  See the TZ variable
-                            # documentation.
-                            signal = (1, -1)[l[i] == '+']
-                            used_idxs.append(i)
-                            i += 1
-                        else:
-                            signal = -1
-                        len_li = len(l[i])
-                        if len_li == 4:
-                            # -0300
-                            setattr(res, offattr, (int(l[i][:2]) * 3600 +
-                                                   int(l[i][2:]) * 60) * signal)
-                        elif i + 1 < len_l and l[i + 1] == ':':
-                            # -03:00
-                            setattr(res, offattr,
-                                    (int(l[i]) * 3600 +
-                                     int(l[i + 2]) * 60) * signal)
-                            used_idxs.append(i)
-                            i += 2
-                        elif len_li <= 2:
-                            # -[0]3
-                            setattr(res, offattr,
-                                    int(l[i][:2]) * 3600 * signal)
-                        else:
-                            return None
-                        used_idxs.append(i)
-                        i += 1
-                    if res.dstabbr:
-                        break
-                else:
-                    break
-
-
-            if i < len_l:
-                for j in range(i, len_l):
-                    if l[j] == ';':
-                        l[j] = ','
-
-                assert l[i] == ','
-
-                i += 1
-
-            if i >= len_l:
-                pass
-            elif (8 <= l.count(',') <= 9 and
-                  not [y for x in l[i:] if x != ','
-                       for y in x if y not in "0123456789+-"]):
-                # GMT0BST,3,0,30,3600,10,0,26,7200[,3600]
-                for x in (res.start, res.end):
-                    x.month = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    if l[i] == '-':
-                        value = int(l[i + 1]) * -1
-                        used_idxs.append(i)
-                        i += 1
-                    else:
-                        value = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    if value:
-                        x.week = value
-                        x.weekday = (int(l[i]) - 1) % 7
-                    else:
-                        x.day = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                    x.time = int(l[i])
-                    used_idxs.append(i)
-                    i += 2
-                if i < len_l:
-                    if l[i] in ('-', '+'):
-                        signal = (-1, 1)[l[i] == "+"]
-                        used_idxs.append(i)
-                        i += 1
-                    else:
-                        signal = 1
-                    used_idxs.append(i)
-                    res.dstoffset = (res.stdoffset + int(l[i]) * signal)
-
-                # This was a made-up format that is not in normal use
-                warn(('Parsed time zone "%s"' % tzstr) +
-                     'is in a non-standard dateutil-specific format, which ' +
-                     'is now deprecated; support for parsing this format ' +
-                     'will be removed in future versions. It is recommended ' +
-                     'that you switch to a standard format like the GNU ' +
-                     'TZ variable format.', tz.DeprecatedTzFormatWarning)
-            elif (l.count(',') == 2 and l[i:].count('/') <= 2 and
-                  not [y for x in l[i:] if x not in (',', '/', 'J', 'M',
-                                                     '.', '-', ':')
-                       for y in x if y not in "0123456789"]):
-                for x in (res.start, res.end):
-                    if l[i] == 'J':
-                        # non-leap year day (1 based)
-                        used_idxs.append(i)
-                        i += 1
-                        x.jyday = int(l[i])
-                    elif l[i] == 'M':
-                        # month[-.]week[-.]weekday
-                        used_idxs.append(i)
-                        i += 1
-                        x.month = int(l[i])
-                        used_idxs.append(i)
-                        i += 1
-                        assert l[i] in ('-', '.')
-                        used_idxs.append(i)
-                        i += 1
-                        x.week = int(l[i])
-                        if x.week == 5:
-                            x.week = -1
-                        used_idxs.append(i)
-                        i += 1
-                        assert l[i] in ('-', '.')
-                        used_idxs.append(i)
-                        i += 1
-                        x.weekday = (int(l[i]) - 1) % 7
-                    else:
-                        # year day (zero based)
-                        x.yday = int(l[i]) + 1
-
-                    used_idxs.append(i)
-                    i += 1
-
-                    if i < len_l and l[i] == '/':
-                        used_idxs.append(i)
-                        i += 1
-                        # start time
-                        len_li = len(l[i])
-                        if len_li == 4:
-                            # -0300
-                            x.time = (int(l[i][:2]) * 3600 +
-                                      int(l[i][2:]) * 60)
-                        elif i + 1 < len_l and l[i + 1] == ':':
-                            # -03:00
-                            x.time = int(l[i]) * 3600 + int(l[i + 2]) * 60
-                            used_idxs.append(i)
-                            i += 2
-                            if i + 1 < len_l and l[i + 1] == ':':
-                                used_idxs.append(i)
-                                i += 2
-                                x.time += int(l[i])
-                        elif len_li <= 2:
-                            # -[0]3
-                            x.time = (int(l[i][:2]) * 3600)
-                        else:
-                            return None
-                        used_idxs.append(i)
-                        i += 1
-
-                    assert i == len_l or l[i] == ','
-
-                    i += 1
-
-                assert i >= len_l
-
-        except (IndexError, ValueError, AssertionError):
-            return None
-
-        unused_idxs = set(range(len_l)).difference(used_idxs)
-        res.any_unused_tokens = not {l[n] for n in unused_idxs}.issubset({",",":"})
-        return res
-
-
-DEFAULTTZPARSER = _tzparser()
-
-
-def _parsetz(tzstr):
-    return DEFAULTTZPARSER.parse(tzstr)
-
-
-class ParserError(ValueError):
-    """Exception subclass used for any failure to parse a datetime string.
-
-    This is a subclass of :py:exc:`ValueError`, and should be raised any time
-    earlier versions of ``dateutil`` would have raised ``ValueError``.
-
-    .. versionadded:: 2.8.1
-    """
-    def __str__(self):
-        try:
-            return self.args[0] % self.args[1:]
-        except (TypeError, IndexError):
-            return super(ParserError, self).__str__()
-
-    def __repr__(self):
-        args = ", ".join("'%s'" % arg for arg in self.args)
-        return "%s(%s)" % (self.__class__.__name__, args)
-
-
-class UnknownTimezoneWarning(RuntimeWarning):
-    """Raised when the parser finds a timezone it cannot parse into a tzinfo.
-
-    .. versionadded:: 2.7.0
-    """
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
deleted file mode 100644
index 7060087df..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/parser/isoparser.py
+++ /dev/null
@@ -1,416 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers a parser for ISO-8601 strings
-
-It is intended to support all valid date, time and datetime formats per the
-ISO-8601 specification.
-
-..versionadded:: 2.7.0
-"""
-from datetime import datetime, timedelta, time, date
-import calendar
-from dateutil import tz
-
-from functools import wraps
-
-import re
-import six
-
-__all__ = ["isoparse", "isoparser"]
-
-
-def _takes_ascii(f):
-    @wraps(f)
-    def func(self, str_in, *args, **kwargs):
-        # If it's a stream, read the whole thing
-        str_in = getattr(str_in, 'read', lambda: str_in)()
-
-        # If it's unicode, turn it into bytes, since ISO-8601 only covers ASCII
-        if isinstance(str_in, six.text_type):
-            # ASCII is the same in UTF-8
-            try:
-                str_in = str_in.encode('ascii')
-            except UnicodeEncodeError as e:
-                msg = 'ISO-8601 strings should contain only ASCII characters'
-                six.raise_from(ValueError(msg), e)
-
-        return f(self, str_in, *args, **kwargs)
-
-    return func
-
-
-class isoparser(object):
-    def __init__(self, sep=None):
-        """
-        :param sep:
-            A single character that separates date and time portions. If
-            ``None``, the parser will accept any single character.
-            For strict ISO-8601 adherence, pass ``'T'``.
-        """
-        if sep is not None:
-            if (len(sep) != 1 or ord(sep) >= 128 or sep in '0123456789'):
-                raise ValueError('Separator must be a single, non-numeric ' +
-                                 'ASCII character')
-
-            sep = sep.encode('ascii')
-
-        self._sep = sep
-
-    @_takes_ascii
-    def isoparse(self, dt_str):
-        """
-        Parse an ISO-8601 datetime string into a :class:`datetime.datetime`.
-
-        An ISO-8601 datetime string consists of a date portion, followed
-        optionally by a time portion - the date and time portions are separated
-        by a single character separator, which is ``T`` in the official
-        standard. Incomplete date formats (such as ``YYYY-MM``) may *not* be
-        combined with a time portion.
-
-        Supported date formats are:
-
-        Common:
-
-        - ``YYYY``
-        - ``YYYY-MM``
-        - ``YYYY-MM-DD`` or ``YYYYMMDD``
-
-        Uncommon:
-
-        - ``YYYY-Www`` or ``YYYYWww`` - ISO week (day defaults to 0)
-        - ``YYYY-Www-D`` or ``YYYYWwwD`` - ISO week and day
-
-        The ISO week and day numbering follows the same logic as
-        :func:`datetime.date.isocalendar`.
-
-        Supported time formats are:
-
-        - ``hh``
-        - ``hh:mm`` or ``hhmm``
-        - ``hh:mm:ss`` or ``hhmmss``
-        - ``hh:mm:ss.ssssss`` (Up to 6 sub-second digits)
-
-        Midnight is a special case for `hh`, as the standard supports both
-        00:00 and 24:00 as a representation. The decimal separator can be
-        either a dot or a comma.
-
-
-        .. caution::
-
-            Support for fractional components other than seconds is part of the
-            ISO-8601 standard, but is not currently implemented in this parser.
-
-        Supported time zone offset formats are:
-
-        - `Z` (UTC)
-        - `±HH:MM`
-        - `±HHMM`
-        - `±HH`
-
-        Offsets will be represented as :class:`dateutil.tz.tzoffset` objects,
-        with the exception of UTC, which will be represented as
-        :class:`dateutil.tz.tzutc`. Time zone offsets equivalent to UTC (such
-        as `+00:00`) will also be represented as :class:`dateutil.tz.tzutc`.
-
-        :param dt_str:
-            A string or stream containing only an ISO-8601 datetime string
-
-        :return:
-            Returns a :class:`datetime.datetime` representing the string.
-            Unspecified components default to their lowest value.
-
-        .. warning::
-
-            As of version 2.7.0, the strictness of the parser should not be
-            considered a stable part of the contract. Any valid ISO-8601 string
-            that parses correctly with the default settings will continue to
-            parse correctly in future versions, but invalid strings that
-            currently fail (e.g. ``2017-01-01T00:00+00:00:00``) are not
-            guaranteed to continue failing in future versions if they encode
-            a valid date.
-
-        .. versionadded:: 2.7.0
-        """
-        components, pos = self._parse_isodate(dt_str)
-
-        if len(dt_str) > pos:
-            if self._sep is None or dt_str[pos:pos + 1] == self._sep:
-                components += self._parse_isotime(dt_str[pos + 1:])
-            else:
-                raise ValueError('String contains unknown ISO components')
-
-        if len(components) > 3 and components[3] == 24:
-            components[3] = 0
-            return datetime(*components) + timedelta(days=1)
-
-        return datetime(*components)
-
-    @_takes_ascii
-    def parse_isodate(self, datestr):
-        """
-        Parse the date portion of an ISO string.
-
-        :param datestr:
-            The string portion of an ISO string, without a separator
-
-        :return:
-            Returns a :class:`datetime.date` object
-        """
-        components, pos = self._parse_isodate(datestr)
-        if pos < len(datestr):
-            raise ValueError('String contains unknown ISO ' +
-                             'components: {!r}'.format(datestr.decode('ascii')))
-        return date(*components)
-
-    @_takes_ascii
-    def parse_isotime(self, timestr):
-        """
-        Parse the time portion of an ISO string.
-
-        :param timestr:
-            The time portion of an ISO string, without a separator
-
-        :return:
-            Returns a :class:`datetime.time` object
-        """
-        components = self._parse_isotime(timestr)
-        if components[0] == 24:
-            components[0] = 0
-        return time(*components)
-
-    @_takes_ascii
-    def parse_tzstr(self, tzstr, zero_as_utc=True):
-        """
-        Parse a valid ISO time zone string.
-
-        See :func:`isoparser.isoparse` for details on supported formats.
-
-        :param tzstr:
-            A string representing an ISO time zone offset
-
-        :param zero_as_utc:
-            Whether to return :class:`dateutil.tz.tzutc` for zero-offset zones
-
-        :return:
-            Returns :class:`dateutil.tz.tzoffset` for offsets and
-            :class:`dateutil.tz.tzutc` for ``Z`` and (if ``zero_as_utc`` is
-            specified) offsets equivalent to UTC.
-        """
-        return self._parse_tzstr(tzstr, zero_as_utc=zero_as_utc)
-
-    # Constants
-    _DATE_SEP = b'-'
-    _TIME_SEP = b':'
-    _FRACTION_REGEX = re.compile(b'[\\.,]([0-9]+)')
-
-    def _parse_isodate(self, dt_str):
-        try:
-            return self._parse_isodate_common(dt_str)
-        except ValueError:
-            return self._parse_isodate_uncommon(dt_str)
-
-    def _parse_isodate_common(self, dt_str):
-        len_str = len(dt_str)
-        components = [1, 1, 1]
-
-        if len_str < 4:
-            raise ValueError('ISO string too short')
-
-        # Year
-        components[0] = int(dt_str[0:4])
-        pos = 4
-        if pos >= len_str:
-            return components, pos
-
-        has_sep = dt_str[pos:pos + 1] == self._DATE_SEP
-        if has_sep:
-            pos += 1
-
-        # Month
-        if len_str - pos < 2:
-            raise ValueError('Invalid common month')
-
-        components[1] = int(dt_str[pos:pos + 2])
-        pos += 2
-
-        if pos >= len_str:
-            if has_sep:
-                return components, pos
-            else:
-                raise ValueError('Invalid ISO format')
-
-        if has_sep:
-            if dt_str[pos:pos + 1] != self._DATE_SEP:
-                raise ValueError('Invalid separator in ISO string')
-            pos += 1
-
-        # Day
-        if len_str - pos < 2:
-            raise ValueError('Invalid common day')
-        components[2] = int(dt_str[pos:pos + 2])
-        return components, pos + 2
-
-    def _parse_isodate_uncommon(self, dt_str):
-        if len(dt_str) < 4:
-            raise ValueError('ISO string too short')
-
-        # All ISO formats start with the year
-        year = int(dt_str[0:4])
-
-        has_sep = dt_str[4:5] == self._DATE_SEP
-
-        pos = 4 + has_sep       # Skip '-' if it's there
-        if dt_str[pos:pos + 1] == b'W':
-            # YYYY-?Www-?D?
-            pos += 1
-            weekno = int(dt_str[pos:pos + 2])
-            pos += 2
-
-            dayno = 1
-            if len(dt_str) > pos:
-                if (dt_str[pos:pos + 1] == self._DATE_SEP) != has_sep:
-                    raise ValueError('Inconsistent use of dash separator')
-
-                pos += has_sep
-
-                dayno = int(dt_str[pos:pos + 1])
-                pos += 1
-
-            base_date = self._calculate_weekdate(year, weekno, dayno)
-        else:
-            # YYYYDDD or YYYY-DDD
-            if len(dt_str) - pos < 3:
-                raise ValueError('Invalid ordinal day')
-
-            ordinal_day = int(dt_str[pos:pos + 3])
-            pos += 3
-
-            if ordinal_day < 1 or ordinal_day > (365 + calendar.isleap(year)):
-                raise ValueError('Invalid ordinal day' +
-                                 ' {} for year {}'.format(ordinal_day, year))
-
-            base_date = date(year, 1, 1) + timedelta(days=ordinal_day - 1)
-
-        components = [base_date.year, base_date.month, base_date.day]
-        return components, pos
-
-    def _calculate_weekdate(self, year, week, day):
-        """
-        Calculate the day of corresponding to the ISO year-week-day calendar.
-
-        This function is effectively the inverse of
-        :func:`datetime.date.isocalendar`.
-
-        :param year:
-            The year in the ISO calendar
-
-        :param week:
-            The week in the ISO calendar - range is [1, 53]
-
-        :param day:
-            The day in the ISO calendar - range is [1 (MON), 7 (SUN)]
-
-        :return:
-            Returns a :class:`datetime.date`
-        """
-        if not 0 < week < 54:
-            raise ValueError('Invalid week: {}'.format(week))
-
-        if not 0 < day < 8:     # Range is 1-7
-            raise ValueError('Invalid weekday: {}'.format(day))
-
-        # Get week 1 for the specific year:
-        jan_4 = date(year, 1, 4)   # Week 1 always has January 4th in it
-        week_1 = jan_4 - timedelta(days=jan_4.isocalendar()[2] - 1)
-
-        # Now add the specific number of weeks and days to get what we want
-        week_offset = (week - 1) * 7 + (day - 1)
-        return week_1 + timedelta(days=week_offset)
-
-    def _parse_isotime(self, timestr):
-        len_str = len(timestr)
-        components = [0, 0, 0, 0, None]
-        pos = 0
-        comp = -1
-
-        if len_str < 2:
-            raise ValueError('ISO time too short')
-
-        has_sep = False
-
-        while pos < len_str and comp < 5:
-            comp += 1
-
-            if timestr[pos:pos + 1] in b'-+Zz':
-                # Detect time zone boundary
-                components[-1] = self._parse_tzstr(timestr[pos:])
-                pos = len_str
-                break
-
-            if comp == 1 and timestr[pos:pos+1] == self._TIME_SEP:
-                has_sep = True
-                pos += 1
-            elif comp == 2 and has_sep:
-                if timestr[pos:pos+1] != self._TIME_SEP:
-                    raise ValueError('Inconsistent use of colon separator')
-                pos += 1
-
-            if comp < 3:
-                # Hour, minute, second
-                components[comp] = int(timestr[pos:pos + 2])
-                pos += 2
-
-            if comp == 3:
-                # Fraction of a second
-                frac = self._FRACTION_REGEX.match(timestr[pos:])
-                if not frac:
-                    continue
-
-                us_str = frac.group(1)[:6]  # Truncate to microseconds
-                components[comp] = int(us_str) * 10**(6 - len(us_str))
-                pos += len(frac.group())
-
-        if pos < len_str:
-            raise ValueError('Unused components in ISO string')
-
-        if components[0] == 24:
-            # Standard supports 00:00 and 24:00 as representations of midnight
-            if any(component != 0 for component in components[1:4]):
-                raise ValueError('Hour may only be 24 at 24:00:00.000')
-
-        return components
-
-    def _parse_tzstr(self, tzstr, zero_as_utc=True):
-        if tzstr == b'Z' or tzstr == b'z':
-            return tz.UTC
-
-        if len(tzstr) not in {3, 5, 6}:
-            raise ValueError('Time zone offset must be 1, 3, 5 or 6 characters')
-
-        if tzstr[0:1] == b'-':
-            mult = -1
-        elif tzstr[0:1] == b'+':
-            mult = 1
-        else:
-            raise ValueError('Time zone offset requires sign')
-
-        hours = int(tzstr[1:3])
-        if len(tzstr) == 3:
-            minutes = 0
-        else:
-            minutes = int(tzstr[(4 if tzstr[3:4] == self._TIME_SEP else 3):])
-
-        if zero_as_utc and hours == 0 and minutes == 0:
-            return tz.UTC
-        else:
-            if minutes > 59:
-                raise ValueError('Invalid minutes in time zone offset')
-
-            if hours > 23:
-                raise ValueError('Invalid hours in time zone offset')
-
-            return tz.tzoffset(None, mult * (hours * 60 + minutes) * 60)
-
-
-DEFAULT_ISOPARSER = isoparser()
-isoparse = DEFAULT_ISOPARSER.isoparse
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
deleted file mode 100644
index cd323a549..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/relativedelta.py
+++ /dev/null
@@ -1,599 +0,0 @@
-# -*- coding: utf-8 -*-
-import datetime
-import calendar
-
-import operator
-from math import copysign
-
-from six import integer_types
-from warnings import warn
-
-from ._common import weekday
-
-MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
-
-__all__ = ["relativedelta", "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
-
-
-class relativedelta(object):
-    """
-    The relativedelta type is designed to be applied to an existing datetime and
-    can replace specific components of that datetime, or represents an interval
-    of time.
-
-    It is based on the specification of the excellent work done by M.-A. Lemburg
-    in his
-    `mx.DateTime <https://www.egenix.com/products/python/mxBase/mxDateTime/>`_ extension.
-    However, notice that this type does *NOT* implement the same algorithm as
-    his work. Do *NOT* expect it to behave like mx.DateTime's counterpart.
-
-    There are two different ways to build a relativedelta instance. The
-    first one is passing it two date/datetime classes::
-
-        relativedelta(datetime1, datetime2)
-
-    The second one is passing it any number of the following keyword arguments::
-
-        relativedelta(arg1=x,arg2=y,arg3=z...)
-
-        year, month, day, hour, minute, second, microsecond:
-            Absolute information (argument is singular); adding or subtracting a
-            relativedelta with absolute information does not perform an arithmetic
-            operation, but rather REPLACES the corresponding value in the
-            original datetime with the value(s) in relativedelta.
-
-        years, months, weeks, days, hours, minutes, seconds, microseconds:
-            Relative information, may be negative (argument is plural); adding
-            or subtracting a relativedelta with relative information performs
-            the corresponding arithmetic operation on the original datetime value
-            with the information in the relativedelta.
-
-        weekday:
-            One of the weekday instances (MO, TU, etc) available in the
-            relativedelta module. These instances may receive a parameter N,
-            specifying the Nth weekday, which could be positive or negative
-            (like MO(+1) or MO(-2)). Not specifying it is the same as specifying
-            +1. You can also use an integer, where 0=MO. This argument is always
-            relative e.g. if the calculated date is already Monday, using MO(1)
-            or MO(-1) won't change the day. To effectively make it absolute, use
-            it in combination with the day argument (e.g. day=1, MO(1) for first
-            Monday of the month).
-
-        leapdays:
-            Will add given days to the date found, if year is a leap
-            year, and the date found is post 28 of february.
-
-        yearday, nlyearday:
-            Set the yearday or the non-leap year day (jump leap days).
-            These are converted to day/month/leapdays information.
-
-    There are relative and absolute forms of the keyword
-    arguments. The plural is relative, and the singular is
-    absolute. For each argument in the order below, the absolute form
-    is applied first (by setting each attribute to that value) and
-    then the relative form (by adding the value to the attribute).
-
-    The order of attributes considered when this relativedelta is
-    added to a datetime is:
-
-    1. Year
-    2. Month
-    3. Day
-    4. Hours
-    5. Minutes
-    6. Seconds
-    7. Microseconds
-
-    Finally, weekday is applied, using the rule described above.
-
-    For example
-
-    >>> from datetime import datetime
-    >>> from dateutil.relativedelta import relativedelta, MO
-    >>> dt = datetime(2018, 4, 9, 13, 37, 0)
-    >>> delta = relativedelta(hours=25, day=1, weekday=MO(1))
-    >>> dt + delta
-    datetime.datetime(2018, 4, 2, 14, 37)
-
-    First, the day is set to 1 (the first of the month), then 25 hours
-    are added, to get to the 2nd day and 14th hour, finally the
-    weekday is applied, but since the 2nd is already a Monday there is
-    no effect.
-
-    """
-
-    def __init__(self, dt1=None, dt2=None,
-                 years=0, months=0, days=0, leapdays=0, weeks=0,
-                 hours=0, minutes=0, seconds=0, microseconds=0,
-                 year=None, month=None, day=None, weekday=None,
-                 yearday=None, nlyearday=None,
-                 hour=None, minute=None, second=None, microsecond=None):
-
-        if dt1 and dt2:
-            # datetime is a subclass of date. So both must be date
-            if not (isinstance(dt1, datetime.date) and
-                    isinstance(dt2, datetime.date)):
-                raise TypeError("relativedelta only diffs datetime/date")
-
-            # We allow two dates, or two datetimes, so we coerce them to be
-            # of the same type
-            if (isinstance(dt1, datetime.datetime) !=
-                    isinstance(dt2, datetime.datetime)):
-                if not isinstance(dt1, datetime.datetime):
-                    dt1 = datetime.datetime.fromordinal(dt1.toordinal())
-                elif not isinstance(dt2, datetime.datetime):
-                    dt2 = datetime.datetime.fromordinal(dt2.toordinal())
-
-            self.years = 0
-            self.months = 0
-            self.days = 0
-            self.leapdays = 0
-            self.hours = 0
-            self.minutes = 0
-            self.seconds = 0
-            self.microseconds = 0
-            self.year = None
-            self.month = None
-            self.day = None
-            self.weekday = None
-            self.hour = None
-            self.minute = None
-            self.second = None
-            self.microsecond = None
-            self._has_time = 0
-
-            # Get year / month delta between the two
-            months = (dt1.year - dt2.year) * 12 + (dt1.month - dt2.month)
-            self._set_months(months)
-
-            # Remove the year/month delta so the timedelta is just well-defined
-            # time units (seconds, days and microseconds)
-            dtm = self.__radd__(dt2)
-
-            # If we've overshot our target, make an adjustment
-            if dt1 < dt2:
-                compare = operator.gt
-                increment = 1
-            else:
-                compare = operator.lt
-                increment = -1
-
-            while compare(dt1, dtm):
-                months += increment
-                self._set_months(months)
-                dtm = self.__radd__(dt2)
-
-            # Get the timedelta between the "months-adjusted" date and dt1
-            delta = dt1 - dtm
-            self.seconds = delta.seconds + delta.days * 86400
-            self.microseconds = delta.microseconds
-        else:
-            # Check for non-integer values in integer-only quantities
-            if any(x is not None and x != int(x) for x in (years, months)):
-                raise ValueError("Non-integer years and months are "
-                                 "ambiguous and not currently supported.")
-
-            # Relative information
-            self.years = int(years)
-            self.months = int(months)
-            self.days = days + weeks * 7
-            self.leapdays = leapdays
-            self.hours = hours
-            self.minutes = minutes
-            self.seconds = seconds
-            self.microseconds = microseconds
-
-            # Absolute information
-            self.year = year
-            self.month = month
-            self.day = day
-            self.hour = hour
-            self.minute = minute
-            self.second = second
-            self.microsecond = microsecond
-
-            if any(x is not None and int(x) != x
-                   for x in (year, month, day, hour,
-                             minute, second, microsecond)):
-                # For now we'll deprecate floats - later it'll be an error.
-                warn("Non-integer value passed as absolute information. " +
-                     "This is not a well-defined condition and will raise " +
-                     "errors in future versions.", DeprecationWarning)
-
-            if isinstance(weekday, integer_types):
-                self.weekday = weekdays[weekday]
-            else:
-                self.weekday = weekday
-
-            yday = 0
-            if nlyearday:
-                yday = nlyearday
-            elif yearday:
-                yday = yearday
-                if yearday > 59:
-                    self.leapdays = -1
-            if yday:
-                ydayidx = [31, 59, 90, 120, 151, 181, 212,
-                           243, 273, 304, 334, 366]
-                for idx, ydays in enumerate(ydayidx):
-                    if yday <= ydays:
-                        self.month = idx+1
-                        if idx == 0:
-                            self.day = yday
-                        else:
-                            self.day = yday-ydayidx[idx-1]
-                        break
-                else:
-                    raise ValueError("invalid year day (%d)" % yday)
-
-        self._fix()
-
-    def _fix(self):
-        if abs(self.microseconds) > 999999:
-            s = _sign(self.microseconds)
-            div, mod = divmod(self.microseconds * s, 1000000)
-            self.microseconds = mod * s
-            self.seconds += div * s
-        if abs(self.seconds) > 59:
-            s = _sign(self.seconds)
-            div, mod = divmod(self.seconds * s, 60)
-            self.seconds = mod * s
-            self.minutes += div * s
-        if abs(self.minutes) > 59:
-            s = _sign(self.minutes)
-            div, mod = divmod(self.minutes * s, 60)
-            self.minutes = mod * s
-            self.hours += div * s
-        if abs(self.hours) > 23:
-            s = _sign(self.hours)
-            div, mod = divmod(self.hours * s, 24)
-            self.hours = mod * s
-            self.days += div * s
-        if abs(self.months) > 11:
-            s = _sign(self.months)
-            div, mod = divmod(self.months * s, 12)
-            self.months = mod * s
-            self.years += div * s
-        if (self.hours or self.minutes or self.seconds or self.microseconds
-                or self.hour is not None or self.minute is not None or
-                self.second is not None or self.microsecond is not None):
-            self._has_time = 1
-        else:
-            self._has_time = 0
-
-    @property
-    def weeks(self):
-        return int(self.days / 7.0)
-
-    @weeks.setter
-    def weeks(self, value):
-        self.days = self.days - (self.weeks * 7) + value * 7
-
-    def _set_months(self, months):
-        self.months = months
-        if abs(self.months) > 11:
-            s = _sign(self.months)
-            div, mod = divmod(self.months * s, 12)
-            self.months = mod * s
-            self.years = div * s
-        else:
-            self.years = 0
-
-    def normalized(self):
-        """
-        Return a version of this object represented entirely using integer
-        values for the relative attributes.
-
-        >>> relativedelta(days=1.5, hours=2).normalized()
-        relativedelta(days=+1, hours=+14)
-
-        :return:
-            Returns a :class:`dateutil.relativedelta.relativedelta` object.
-        """
-        # Cascade remainders down (rounding each to roughly nearest microsecond)
-        days = int(self.days)
-
-        hours_f = round(self.hours + 24 * (self.days - days), 11)
-        hours = int(hours_f)
-
-        minutes_f = round(self.minutes + 60 * (hours_f - hours), 10)
-        minutes = int(minutes_f)
-
-        seconds_f = round(self.seconds + 60 * (minutes_f - minutes), 8)
-        seconds = int(seconds_f)
-
-        microseconds = round(self.microseconds + 1e6 * (seconds_f - seconds))
-
-        # Constructor carries overflow back up with call to _fix()
-        return self.__class__(years=self.years, months=self.months,
-                              days=days, hours=hours, minutes=minutes,
-                              seconds=seconds, microseconds=microseconds,
-                              leapdays=self.leapdays, year=self.year,
-                              month=self.month, day=self.day,
-                              weekday=self.weekday, hour=self.hour,
-                              minute=self.minute, second=self.second,
-                              microsecond=self.microsecond)
-
-    def __add__(self, other):
-        if isinstance(other, relativedelta):
-            return self.__class__(years=other.years + self.years,
-                                 months=other.months + self.months,
-                                 days=other.days + self.days,
-                                 hours=other.hours + self.hours,
-                                 minutes=other.minutes + self.minutes,
-                                 seconds=other.seconds + self.seconds,
-                                 microseconds=(other.microseconds +
-                                               self.microseconds),
-                                 leapdays=other.leapdays or self.leapdays,
-                                 year=(other.year if other.year is not None
-                                       else self.year),
-                                 month=(other.month if other.month is not None
-                                        else self.month),
-                                 day=(other.day if other.day is not None
-                                      else self.day),
-                                 weekday=(other.weekday if other.weekday is not None
-                                          else self.weekday),
-                                 hour=(other.hour if other.hour is not None
-                                       else self.hour),
-                                 minute=(other.minute if other.minute is not None
-                                         else self.minute),
-                                 second=(other.second if other.second is not None
-                                         else self.second),
-                                 microsecond=(other.microsecond if other.microsecond
-                                              is not None else
-                                              self.microsecond))
-        if isinstance(other, datetime.timedelta):
-            return self.__class__(years=self.years,
-                                  months=self.months,
-                                  days=self.days + other.days,
-                                  hours=self.hours,
-                                  minutes=self.minutes,
-                                  seconds=self.seconds + other.seconds,
-                                  microseconds=self.microseconds + other.microseconds,
-                                  leapdays=self.leapdays,
-                                  year=self.year,
-                                  month=self.month,
-                                  day=self.day,
-                                  weekday=self.weekday,
-                                  hour=self.hour,
-                                  minute=self.minute,
-                                  second=self.second,
-                                  microsecond=self.microsecond)
-        if not isinstance(other, datetime.date):
-            return NotImplemented
-        elif self._has_time and not isinstance(other, datetime.datetime):
-            other = datetime.datetime.fromordinal(other.toordinal())
-        year = (self.year or other.year)+self.years
-        month = self.month or other.month
-        if self.months:
-            assert 1 <= abs(self.months) <= 12
-            month += self.months
-            if month > 12:
-                year += 1
-                month -= 12
-            elif month < 1:
-                year -= 1
-                month += 12
-        day = min(calendar.monthrange(year, month)[1],
-                  self.day or other.day)
-        repl = {"year": year, "month": month, "day": day}
-        for attr in ["hour", "minute", "second", "microsecond"]:
-            value = getattr(self, attr)
-            if value is not None:
-                repl[attr] = value
-        days = self.days
-        if self.leapdays and month > 2 and calendar.isleap(year):
-            days += self.leapdays
-        ret = (other.replace(**repl)
-               + datetime.timedelta(days=days,
-                                    hours=self.hours,
-                                    minutes=self.minutes,
-                                    seconds=self.seconds,
-                                    microseconds=self.microseconds))
-        if self.weekday:
-            weekday, nth = self.weekday.weekday, self.weekday.n or 1
-            jumpdays = (abs(nth) - 1) * 7
-            if nth > 0:
-                jumpdays += (7 - ret.weekday() + weekday) % 7
-            else:
-                jumpdays += (ret.weekday() - weekday) % 7
-                jumpdays *= -1
-            ret += datetime.timedelta(days=jumpdays)
-        return ret
-
-    def __radd__(self, other):
-        return self.__add__(other)
-
-    def __rsub__(self, other):
-        return self.__neg__().__radd__(other)
-
-    def __sub__(self, other):
-        if not isinstance(other, relativedelta):
-            return NotImplemented   # In case the other object defines __rsub__
-        return self.__class__(years=self.years - other.years,
-                             months=self.months - other.months,
-                             days=self.days - other.days,
-                             hours=self.hours - other.hours,
-                             minutes=self.minutes - other.minutes,
-                             seconds=self.seconds - other.seconds,
-                             microseconds=self.microseconds - other.microseconds,
-                             leapdays=self.leapdays or other.leapdays,
-                             year=(self.year if self.year is not None
-                                   else other.year),
-                             month=(self.month if self.month is not None else
-                                    other.month),
-                             day=(self.day if self.day is not None else
-                                  other.day),
-                             weekday=(self.weekday if self.weekday is not None else
-                                      other.weekday),
-                             hour=(self.hour if self.hour is not None else
-                                   other.hour),
-                             minute=(self.minute if self.minute is not None else
-                                     other.minute),
-                             second=(self.second if self.second is not None else
-                                     other.second),
-                             microsecond=(self.microsecond if self.microsecond
-                                          is not None else
-                                          other.microsecond))
-
-    def __abs__(self):
-        return self.__class__(years=abs(self.years),
-                              months=abs(self.months),
-                              days=abs(self.days),
-                              hours=abs(self.hours),
-                              minutes=abs(self.minutes),
-                              seconds=abs(self.seconds),
-                              microseconds=abs(self.microseconds),
-                              leapdays=self.leapdays,
-                              year=self.year,
-                              month=self.month,
-                              day=self.day,
-                              weekday=self.weekday,
-                              hour=self.hour,
-                              minute=self.minute,
-                              second=self.second,
-                              microsecond=self.microsecond)
-
-    def __neg__(self):
-        return self.__class__(years=-self.years,
-                             months=-self.months,
-                             days=-self.days,
-                             hours=-self.hours,
-                             minutes=-self.minutes,
-                             seconds=-self.seconds,
-                             microseconds=-self.microseconds,
-                             leapdays=self.leapdays,
-                             year=self.year,
-                             month=self.month,
-                             day=self.day,
-                             weekday=self.weekday,
-                             hour=self.hour,
-                             minute=self.minute,
-                             second=self.second,
-                             microsecond=self.microsecond)
-
-    def __bool__(self):
-        return not (not self.years and
-                    not self.months and
-                    not self.days and
-                    not self.hours and
-                    not self.minutes and
-                    not self.seconds and
-                    not self.microseconds and
-                    not self.leapdays and
-                    self.year is None and
-                    self.month is None and
-                    self.day is None and
-                    self.weekday is None and
-                    self.hour is None and
-                    self.minute is None and
-                    self.second is None and
-                    self.microsecond is None)
-    # Compatibility with Python 2.x
-    __nonzero__ = __bool__
-
-    def __mul__(self, other):
-        try:
-            f = float(other)
-        except TypeError:
-            return NotImplemented
-
-        return self.__class__(years=int(self.years * f),
-                             months=int(self.months * f),
-                             days=int(self.days * f),
-                             hours=int(self.hours * f),
-                             minutes=int(self.minutes * f),
-                             seconds=int(self.seconds * f),
-                             microseconds=int(self.microseconds * f),
-                             leapdays=self.leapdays,
-                             year=self.year,
-                             month=self.month,
-                             day=self.day,
-                             weekday=self.weekday,
-                             hour=self.hour,
-                             minute=self.minute,
-                             second=self.second,
-                             microsecond=self.microsecond)
-
-    __rmul__ = __mul__
-
-    def __eq__(self, other):
-        if not isinstance(other, relativedelta):
-            return NotImplemented
-        if self.weekday or other.weekday:
-            if not self.weekday or not other.weekday:
-                return False
-            if self.weekday.weekday != other.weekday.weekday:
-                return False
-            n1, n2 = self.weekday.n, other.weekday.n
-            if n1 != n2 and not ((not n1 or n1 == 1) and (not n2 or n2 == 1)):
-                return False
-        return (self.years == other.years and
-                self.months == other.months and
-                self.days == other.days and
-                self.hours == other.hours and
-                self.minutes == other.minutes and
-                self.seconds == other.seconds and
-                self.microseconds == other.microseconds and
-                self.leapdays == other.leapdays and
-                self.year == other.year and
-                self.month == other.month and
-                self.day == other.day and
-                self.hour == other.hour and
-                self.minute == other.minute and
-                self.second == other.second and
-                self.microsecond == other.microsecond)
-
-    def __hash__(self):
-        return hash((
-            self.weekday,
-            self.years,
-            self.months,
-            self.days,
-            self.hours,
-            self.minutes,
-            self.seconds,
-            self.microseconds,
-            self.leapdays,
-            self.year,
-            self.month,
-            self.day,
-            self.hour,
-            self.minute,
-            self.second,
-            self.microsecond,
-        ))
-
-    def __ne__(self, other):
-        return not self.__eq__(other)
-
-    def __div__(self, other):
-        try:
-            reciprocal = 1 / float(other)
-        except TypeError:
-            return NotImplemented
-
-        return self.__mul__(reciprocal)
-
-    __truediv__ = __div__
-
-    def __repr__(self):
-        l = []
-        for attr in ["years", "months", "days", "leapdays",
-                     "hours", "minutes", "seconds", "microseconds"]:
-            value = getattr(self, attr)
-            if value:
-                l.append("{attr}={value:+g}".format(attr=attr, value=value))
-        for attr in ["year", "month", "day", "weekday",
-                     "hour", "minute", "second", "microsecond"]:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("{attr}={value}".format(attr=attr, value=repr(value)))
-        return "{classname}({attrs})".format(classname=self.__class__.__name__,
-                                             attrs=", ".join(l))
-
-
-def _sign(x):
-    return int(copysign(1, x))
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
deleted file mode 100644
index 571a0d2bc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/rrule.py
+++ /dev/null
@@ -1,1737 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-The rrule module offers a small, complete, and very fast, implementation of
-the recurrence rules documented in the
-`iCalendar RFC <https://tools.ietf.org/html/rfc5545>`_,
-including support for caching of results.
-"""
-import calendar
-import datetime
-import heapq
-import itertools
-import re
-import sys
-from functools import wraps
-# For warning about deprecation of until and count
-from warnings import warn
-
-from six import advance_iterator, integer_types
-
-from six.moves import _thread, range
-
-from ._common import weekday as weekdaybase
-
-try:
-    from math import gcd
-except ImportError:
-    from fractions import gcd
-
-__all__ = ["rrule", "rruleset", "rrulestr",
-           "YEARLY", "MONTHLY", "WEEKLY", "DAILY",
-           "HOURLY", "MINUTELY", "SECONDLY",
-           "MO", "TU", "WE", "TH", "FR", "SA", "SU"]
-
-# Every mask is 7 days longer to handle cross-year weekly periods.
-M366MASK = tuple([1]*31+[2]*29+[3]*31+[4]*30+[5]*31+[6]*30 +
-                 [7]*31+[8]*31+[9]*30+[10]*31+[11]*30+[12]*31+[1]*7)
-M365MASK = list(M366MASK)
-M29, M30, M31 = list(range(1, 30)), list(range(1, 31)), list(range(1, 32))
-MDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
-MDAY365MASK = list(MDAY366MASK)
-M29, M30, M31 = list(range(-29, 0)), list(range(-30, 0)), list(range(-31, 0))
-NMDAY366MASK = tuple(M31+M29+M31+M30+M31+M30+M31+M31+M30+M31+M30+M31+M31[:7])
-NMDAY365MASK = list(NMDAY366MASK)
-M366RANGE = (0, 31, 60, 91, 121, 152, 182, 213, 244, 274, 305, 335, 366)
-M365RANGE = (0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334, 365)
-WDAYMASK = [0, 1, 2, 3, 4, 5, 6]*55
-del M29, M30, M31, M365MASK[59], MDAY365MASK[59], NMDAY365MASK[31]
-MDAY365MASK = tuple(MDAY365MASK)
-M365MASK = tuple(M365MASK)
-
-FREQNAMES = ['YEARLY', 'MONTHLY', 'WEEKLY', 'DAILY', 'HOURLY', 'MINUTELY', 'SECONDLY']
-
-(YEARLY,
- MONTHLY,
- WEEKLY,
- DAILY,
- HOURLY,
- MINUTELY,
- SECONDLY) = list(range(7))
-
-# Imported on demand.
-easter = None
-parser = None
-
-
-class weekday(weekdaybase):
-    """
-    This version of weekday does not allow n = 0.
-    """
-    def __init__(self, wkday, n=None):
-        if n == 0:
-            raise ValueError("Can't create weekday with n==0")
-
-        super(weekday, self).__init__(wkday, n)
-
-
-MO, TU, WE, TH, FR, SA, SU = weekdays = tuple(weekday(x) for x in range(7))
-
-
-def _invalidates_cache(f):
-    """
-    Decorator for rruleset methods which may invalidate the
-    cached length.
-    """
-    @wraps(f)
-    def inner_func(self, *args, **kwargs):
-        rv = f(self, *args, **kwargs)
-        self._invalidate_cache()
-        return rv
-
-    return inner_func
-
-
-class rrulebase(object):
-    def __init__(self, cache=False):
-        if cache:
-            self._cache = []
-            self._cache_lock = _thread.allocate_lock()
-            self._invalidate_cache()
-        else:
-            self._cache = None
-            self._cache_complete = False
-            self._len = None
-
-    def __iter__(self):
-        if self._cache_complete:
-            return iter(self._cache)
-        elif self._cache is None:
-            return self._iter()
-        else:
-            return self._iter_cached()
-
-    def _invalidate_cache(self):
-        if self._cache is not None:
-            self._cache = []
-            self._cache_complete = False
-            self._cache_gen = self._iter()
-
-            if self._cache_lock.locked():
-                self._cache_lock.release()
-
-        self._len = None
-
-    def _iter_cached(self):
-        i = 0
-        gen = self._cache_gen
-        cache = self._cache
-        acquire = self._cache_lock.acquire
-        release = self._cache_lock.release
-        while gen:
-            if i == len(cache):
-                acquire()
-                if self._cache_complete:
-                    break
-                try:
-                    for j in range(10):
-                        cache.append(advance_iterator(gen))
-                except StopIteration:
-                    self._cache_gen = gen = None
-                    self._cache_complete = True
-                    break
-                release()
-            yield cache[i]
-            i += 1
-        while i < self._len:
-            yield cache[i]
-            i += 1
-
-    def __getitem__(self, item):
-        if self._cache_complete:
-            return self._cache[item]
-        elif isinstance(item, slice):
-            if item.step and item.step < 0:
-                return list(iter(self))[item]
-            else:
-                return list(itertools.islice(self,
-                                             item.start or 0,
-                                             item.stop or sys.maxsize,
-                                             item.step or 1))
-        elif item >= 0:
-            gen = iter(self)
-            try:
-                for i in range(item+1):
-                    res = advance_iterator(gen)
-            except StopIteration:
-                raise IndexError
-            return res
-        else:
-            return list(iter(self))[item]
-
-    def __contains__(self, item):
-        if self._cache_complete:
-            return item in self._cache
-        else:
-            for i in self:
-                if i == item:
-                    return True
-                elif i > item:
-                    return False
-        return False
-
-    # __len__() introduces a large performance penalty.
-    def count(self):
-        """ Returns the number of recurrences in this set. It will have go
-            through the whole recurrence, if this hasn't been done before. """
-        if self._len is None:
-            for x in self:
-                pass
-        return self._len
-
-    def before(self, dt, inc=False):
-        """ Returns the last recurrence before the given datetime instance. The
-            inc keyword defines what happens if dt is an occurrence. With
-            inc=True, if dt itself is an occurrence, it will be returned. """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        last = None
-        if inc:
-            for i in gen:
-                if i > dt:
-                    break
-                last = i
-        else:
-            for i in gen:
-                if i >= dt:
-                    break
-                last = i
-        return last
-
-    def after(self, dt, inc=False):
-        """ Returns the first recurrence after the given datetime instance. The
-            inc keyword defines what happens if dt is an occurrence. With
-            inc=True, if dt itself is an occurrence, it will be returned.  """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        if inc:
-            for i in gen:
-                if i >= dt:
-                    return i
-        else:
-            for i in gen:
-                if i > dt:
-                    return i
-        return None
-
-    def xafter(self, dt, count=None, inc=False):
-        """
-        Generator which yields up to `count` recurrences after the given
-        datetime instance, equivalent to `after`.
-
-        :param dt:
-            The datetime at which to start generating recurrences.
-
-        :param count:
-            The maximum number of recurrences to generate. If `None` (default),
-            dates are generated until the recurrence rule is exhausted.
-
-        :param inc:
-            If `dt` is an instance of the rule and `inc` is `True`, it is
-            included in the output.
-
-        :yields: Yields a sequence of `datetime` objects.
-        """
-
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-
-        # Select the comparison function
-        if inc:
-            comp = lambda dc, dtc: dc >= dtc
-        else:
-            comp = lambda dc, dtc: dc > dtc
-
-        # Generate dates
-        n = 0
-        for d in gen:
-            if comp(d, dt):
-                if count is not None:
-                    n += 1
-                    if n > count:
-                        break
-
-                yield d
-
-    def between(self, after, before, inc=False, count=1):
-        """ Returns all the occurrences of the rrule between after and before.
-        The inc keyword defines what happens if after and/or before are
-        themselves occurrences. With inc=True, they will be included in the
-        list, if they are found in the recurrence set. """
-        if self._cache_complete:
-            gen = self._cache
-        else:
-            gen = self
-        started = False
-        l = []
-        if inc:
-            for i in gen:
-                if i > before:
-                    break
-                elif not started:
-                    if i >= after:
-                        started = True
-                        l.append(i)
-                else:
-                    l.append(i)
-        else:
-            for i in gen:
-                if i >= before:
-                    break
-                elif not started:
-                    if i > after:
-                        started = True
-                        l.append(i)
-                else:
-                    l.append(i)
-        return l
-
-
-class rrule(rrulebase):
-    """
-    That's the base of the rrule operation. It accepts all the keywords
-    defined in the RFC as its constructor parameters (except byday,
-    which was renamed to byweekday) and more. The constructor prototype is::
-
-            rrule(freq)
-
-    Where freq must be one of YEARLY, MONTHLY, WEEKLY, DAILY, HOURLY, MINUTELY,
-    or SECONDLY.
-
-    .. note::
-        Per RFC section 3.3.10, recurrence instances falling on invalid dates
-        and times are ignored rather than coerced:
-
-            Recurrence rules may generate recurrence instances with an invalid
-            date (e.g., February 30) or nonexistent local time (e.g., 1:30 AM
-            on a day where the local time is moved forward by an hour at 1:00
-            AM).  Such recurrence instances MUST be ignored and MUST NOT be
-            counted as part of the recurrence set.
-
-        This can lead to possibly surprising behavior when, for example, the
-        start date occurs at the end of the month:
-
-        >>> from dateutil.rrule import rrule, MONTHLY
-        >>> from datetime import datetime
-        >>> start_date = datetime(2014, 12, 31)
-        >>> list(rrule(freq=MONTHLY, count=4, dtstart=start_date))
-        ... # doctest: +NORMALIZE_WHITESPACE
-        [datetime.datetime(2014, 12, 31, 0, 0),
-         datetime.datetime(2015, 1, 31, 0, 0),
-         datetime.datetime(2015, 3, 31, 0, 0),
-         datetime.datetime(2015, 5, 31, 0, 0)]
-
-    Additionally, it supports the following keyword arguments:
-
-    :param dtstart:
-        The recurrence start. Besides being the base for the recurrence,
-        missing parameters in the final recurrence instances will also be
-        extracted from this date. If not given, datetime.now() will be used
-        instead.
-    :param interval:
-        The interval between each freq iteration. For example, when using
-        YEARLY, an interval of 2 means once every two years, but with HOURLY,
-        it means once every two hours. The default interval is 1.
-    :param wkst:
-        The week start day. Must be one of the MO, TU, WE constants, or an
-        integer, specifying the first day of the week. This will affect
-        recurrences based on weekly periods. The default week start is got
-        from calendar.firstweekday(), and may be modified by
-        calendar.setfirstweekday().
-    :param count:
-        If given, this determines how many occurrences will be generated.
-
-        .. note::
-            As of version 2.5.0, the use of the keyword ``until`` in conjunction
-            with ``count`` is deprecated, to make sure ``dateutil`` is fully
-            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
-            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
-            **must not** occur in the same call to ``rrule``.
-    :param until:
-        If given, this must be a datetime instance specifying the upper-bound
-        limit of the recurrence. The last recurrence in the rule is the greatest
-        datetime that is less than or equal to the value specified in the
-        ``until`` parameter.
-
-        .. note::
-            As of version 2.5.0, the use of the keyword ``until`` in conjunction
-            with ``count`` is deprecated, to make sure ``dateutil`` is fully
-            compliant with `RFC-5545 Sec. 3.3.10 <https://tools.ietf.org/
-            html/rfc5545#section-3.3.10>`_. Therefore, ``until`` and ``count``
-            **must not** occur in the same call to ``rrule``.
-    :param bysetpos:
-        If given, it must be either an integer, or a sequence of integers,
-        positive or negative. Each given integer will specify an occurrence
-        number, corresponding to the nth occurrence of the rule inside the
-        frequency period. For example, a bysetpos of -1 if combined with a
-        MONTHLY frequency, and a byweekday of (MO, TU, WE, TH, FR), will
-        result in the last work day of every month.
-    :param bymonth:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the months to apply the recurrence to.
-    :param bymonthday:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the month days to apply the recurrence to.
-    :param byyearday:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the year days to apply the recurrence to.
-    :param byeaster:
-        If given, it must be either an integer, or a sequence of integers,
-        positive or negative. Each integer will define an offset from the
-        Easter Sunday. Passing the offset 0 to byeaster will yield the Easter
-        Sunday itself. This is an extension to the RFC specification.
-    :param byweekno:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the week numbers to apply the recurrence to. Week numbers
-        have the meaning described in ISO8601, that is, the first week of
-        the year is that containing at least four days of the new year.
-    :param byweekday:
-        If given, it must be either an integer (0 == MO), a sequence of
-        integers, one of the weekday constants (MO, TU, etc), or a sequence
-        of these constants. When given, these variables will define the
-        weekdays where the recurrence will be applied. It's also possible to
-        use an argument n for the weekday instances, which will mean the nth
-        occurrence of this weekday in the period. For example, with MONTHLY,
-        or with YEARLY and BYMONTH, using FR(+1) in byweekday will specify the
-        first friday of the month where the recurrence happens. Notice that in
-        the RFC documentation, this is specified as BYDAY, but was renamed to
-        avoid the ambiguity of that keyword.
-    :param byhour:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the hours to apply the recurrence to.
-    :param byminute:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the minutes to apply the recurrence to.
-    :param bysecond:
-        If given, it must be either an integer, or a sequence of integers,
-        meaning the seconds to apply the recurrence to.
-    :param cache:
-        If given, it must be a boolean value specifying to enable or disable
-        caching of results. If you will use the same rrule instance multiple
-        times, enabling caching will improve the performance considerably.
-     """
-    def __init__(self, freq, dtstart=None,
-                 interval=1, wkst=None, count=None, until=None, bysetpos=None,
-                 bymonth=None, bymonthday=None, byyearday=None, byeaster=None,
-                 byweekno=None, byweekday=None,
-                 byhour=None, byminute=None, bysecond=None,
-                 cache=False):
-        super(rrule, self).__init__(cache)
-        global easter
-        if not dtstart:
-            if until and until.tzinfo:
-                dtstart = datetime.datetime.now(tz=until.tzinfo).replace(microsecond=0)
-            else:
-                dtstart = datetime.datetime.now().replace(microsecond=0)
-        elif not isinstance(dtstart, datetime.datetime):
-            dtstart = datetime.datetime.fromordinal(dtstart.toordinal())
-        else:
-            dtstart = dtstart.replace(microsecond=0)
-        self._dtstart = dtstart
-        self._tzinfo = dtstart.tzinfo
-        self._freq = freq
-        self._interval = interval
-        self._count = count
-
-        # Cache the original byxxx rules, if they are provided, as the _byxxx
-        # attributes do not necessarily map to the inputs, and this can be
-        # a problem in generating the strings. Only store things if they've
-        # been supplied (the string retrieval will just use .get())
-        self._original_rule = {}
-
-        if until and not isinstance(until, datetime.datetime):
-            until = datetime.datetime.fromordinal(until.toordinal())
-        self._until = until
-
-        if self._dtstart and self._until:
-            if (self._dtstart.tzinfo is not None) != (self._until.tzinfo is not None):
-                # According to RFC5545 Section 3.3.10:
-                # https://tools.ietf.org/html/rfc5545#section-3.3.10
-                #
-                # > If the "DTSTART" property is specified as a date with UTC
-                # > time or a date with local time and time zone reference,
-                # > then the UNTIL rule part MUST be specified as a date with
-                # > UTC time.
-                raise ValueError(
-                    'RRULE UNTIL values must be specified in UTC when DTSTART '
-                    'is timezone-aware'
-                )
-
-        if count is not None and until:
-            warn("Using both 'count' and 'until' is inconsistent with RFC 5545"
-                 " and has been deprecated in dateutil. Future versions will "
-                 "raise an error.", DeprecationWarning)
-
-        if wkst is None:
-            self._wkst = calendar.firstweekday()
-        elif isinstance(wkst, integer_types):
-            self._wkst = wkst
-        else:
-            self._wkst = wkst.weekday
-
-        if bysetpos is None:
-            self._bysetpos = None
-        elif isinstance(bysetpos, integer_types):
-            if bysetpos == 0 or not (-366 <= bysetpos <= 366):
-                raise ValueError("bysetpos must be between 1 and 366, "
-                                 "or between -366 and -1")
-            self._bysetpos = (bysetpos,)
-        else:
-            self._bysetpos = tuple(bysetpos)
-            for pos in self._bysetpos:
-                if pos == 0 or not (-366 <= pos <= 366):
-                    raise ValueError("bysetpos must be between 1 and 366, "
-                                     "or between -366 and -1")
-
-        if self._bysetpos:
-            self._original_rule['bysetpos'] = self._bysetpos
-
-        if (byweekno is None and byyearday is None and bymonthday is None and
-                byweekday is None and byeaster is None):
-            if freq == YEARLY:
-                if bymonth is None:
-                    bymonth = dtstart.month
-                    self._original_rule['bymonth'] = None
-                bymonthday = dtstart.day
-                self._original_rule['bymonthday'] = None
-            elif freq == MONTHLY:
-                bymonthday = dtstart.day
-                self._original_rule['bymonthday'] = None
-            elif freq == WEEKLY:
-                byweekday = dtstart.weekday()
-                self._original_rule['byweekday'] = None
-
-        # bymonth
-        if bymonth is None:
-            self._bymonth = None
-        else:
-            if isinstance(bymonth, integer_types):
-                bymonth = (bymonth,)
-
-            self._bymonth = tuple(sorted(set(bymonth)))
-
-            if 'bymonth' not in self._original_rule:
-                self._original_rule['bymonth'] = self._bymonth
-
-        # byyearday
-        if byyearday is None:
-            self._byyearday = None
-        else:
-            if isinstance(byyearday, integer_types):
-                byyearday = (byyearday,)
-
-            self._byyearday = tuple(sorted(set(byyearday)))
-            self._original_rule['byyearday'] = self._byyearday
-
-        # byeaster
-        if byeaster is not None:
-            if not easter:
-                from dateutil import easter
-            if isinstance(byeaster, integer_types):
-                self._byeaster = (byeaster,)
-            else:
-                self._byeaster = tuple(sorted(byeaster))
-
-            self._original_rule['byeaster'] = self._byeaster
-        else:
-            self._byeaster = None
-
-        # bymonthday
-        if bymonthday is None:
-            self._bymonthday = ()
-            self._bynmonthday = ()
-        else:
-            if isinstance(bymonthday, integer_types):
-                bymonthday = (bymonthday,)
-
-            bymonthday = set(bymonthday)            # Ensure it's unique
-
-            self._bymonthday = tuple(sorted(x for x in bymonthday if x > 0))
-            self._bynmonthday = tuple(sorted(x for x in bymonthday if x < 0))
-
-            # Storing positive numbers first, then negative numbers
-            if 'bymonthday' not in self._original_rule:
-                self._original_rule['bymonthday'] = tuple(
-                    itertools.chain(self._bymonthday, self._bynmonthday))
-
-        # byweekno
-        if byweekno is None:
-            self._byweekno = None
-        else:
-            if isinstance(byweekno, integer_types):
-                byweekno = (byweekno,)
-
-            self._byweekno = tuple(sorted(set(byweekno)))
-
-            self._original_rule['byweekno'] = self._byweekno
-
-        # byweekday / bynweekday
-        if byweekday is None:
-            self._byweekday = None
-            self._bynweekday = None
-        else:
-            # If it's one of the valid non-sequence types, convert to a
-            # single-element sequence before the iterator that builds the
-            # byweekday set.
-            if isinstance(byweekday, integer_types) or hasattr(byweekday, "n"):
-                byweekday = (byweekday,)
-
-            self._byweekday = set()
-            self._bynweekday = set()
-            for wday in byweekday:
-                if isinstance(wday, integer_types):
-                    self._byweekday.add(wday)
-                elif not wday.n or freq > MONTHLY:
-                    self._byweekday.add(wday.weekday)
-                else:
-                    self._bynweekday.add((wday.weekday, wday.n))
-
-            if not self._byweekday:
-                self._byweekday = None
-            elif not self._bynweekday:
-                self._bynweekday = None
-
-            if self._byweekday is not None:
-                self._byweekday = tuple(sorted(self._byweekday))
-                orig_byweekday = [weekday(x) for x in self._byweekday]
-            else:
-                orig_byweekday = ()
-
-            if self._bynweekday is not None:
-                self._bynweekday = tuple(sorted(self._bynweekday))
-                orig_bynweekday = [weekday(*x) for x in self._bynweekday]
-            else:
-                orig_bynweekday = ()
-
-            if 'byweekday' not in self._original_rule:
-                self._original_rule['byweekday'] = tuple(itertools.chain(
-                    orig_byweekday, orig_bynweekday))
-
-        # byhour
-        if byhour is None:
-            if freq < HOURLY:
-                self._byhour = {dtstart.hour}
-            else:
-                self._byhour = None
-        else:
-            if isinstance(byhour, integer_types):
-                byhour = (byhour,)
-
-            if freq == HOURLY:
-                self._byhour = self.__construct_byset(start=dtstart.hour,
-                                                      byxxx=byhour,
-                                                      base=24)
-            else:
-                self._byhour = set(byhour)
-
-            self._byhour = tuple(sorted(self._byhour))
-            self._original_rule['byhour'] = self._byhour
-
-        # byminute
-        if byminute is None:
-            if freq < MINUTELY:
-                self._byminute = {dtstart.minute}
-            else:
-                self._byminute = None
-        else:
-            if isinstance(byminute, integer_types):
-                byminute = (byminute,)
-
-            if freq == MINUTELY:
-                self._byminute = self.__construct_byset(start=dtstart.minute,
-                                                        byxxx=byminute,
-                                                        base=60)
-            else:
-                self._byminute = set(byminute)
-
-            self._byminute = tuple(sorted(self._byminute))
-            self._original_rule['byminute'] = self._byminute
-
-        # bysecond
-        if bysecond is None:
-            if freq < SECONDLY:
-                self._bysecond = ((dtstart.second,))
-            else:
-                self._bysecond = None
-        else:
-            if isinstance(bysecond, integer_types):
-                bysecond = (bysecond,)
-
-            self._bysecond = set(bysecond)
-
-            if freq == SECONDLY:
-                self._bysecond = self.__construct_byset(start=dtstart.second,
-                                                        byxxx=bysecond,
-                                                        base=60)
-            else:
-                self._bysecond = set(bysecond)
-
-            self._bysecond = tuple(sorted(self._bysecond))
-            self._original_rule['bysecond'] = self._bysecond
-
-        if self._freq >= HOURLY:
-            self._timeset = None
-        else:
-            self._timeset = []
-            for hour in self._byhour:
-                for minute in self._byminute:
-                    for second in self._bysecond:
-                        self._timeset.append(
-                            datetime.time(hour, minute, second,
-                                          tzinfo=self._tzinfo))
-            self._timeset.sort()
-            self._timeset = tuple(self._timeset)
-
-    def __str__(self):
-        """
-        Output a string that would generate this RRULE if passed to rrulestr.
-        This is mostly compatible with RFC5545, except for the
-        dateutil-specific extension BYEASTER.
-        """
-
-        output = []
-        h, m, s = [None] * 3
-        if self._dtstart:
-            output.append(self._dtstart.strftime('DTSTART:%Y%m%dT%H%M%S'))
-            h, m, s = self._dtstart.timetuple()[3:6]
-
-        parts = ['FREQ=' + FREQNAMES[self._freq]]
-        if self._interval != 1:
-            parts.append('INTERVAL=' + str(self._interval))
-
-        if self._wkst:
-            parts.append('WKST=' + repr(weekday(self._wkst))[0:2])
-
-        if self._count is not None:
-            parts.append('COUNT=' + str(self._count))
-
-        if self._until:
-            parts.append(self._until.strftime('UNTIL=%Y%m%dT%H%M%S'))
-
-        if self._original_rule.get('byweekday') is not None:
-            # The str() method on weekday objects doesn't generate
-            # RFC5545-compliant strings, so we should modify that.
-            original_rule = dict(self._original_rule)
-            wday_strings = []
-            for wday in original_rule['byweekday']:
-                if wday.n:
-                    wday_strings.append('{n:+d}{wday}'.format(
-                        n=wday.n,
-                        wday=repr(wday)[0:2]))
-                else:
-                    wday_strings.append(repr(wday))
-
-            original_rule['byweekday'] = wday_strings
-        else:
-            original_rule = self._original_rule
-
-        partfmt = '{name}={vals}'
-        for name, key in [('BYSETPOS', 'bysetpos'),
-                          ('BYMONTH', 'bymonth'),
-                          ('BYMONTHDAY', 'bymonthday'),
-                          ('BYYEARDAY', 'byyearday'),
-                          ('BYWEEKNO', 'byweekno'),
-                          ('BYDAY', 'byweekday'),
-                          ('BYHOUR', 'byhour'),
-                          ('BYMINUTE', 'byminute'),
-                          ('BYSECOND', 'bysecond'),
-                          ('BYEASTER', 'byeaster')]:
-            value = original_rule.get(key)
-            if value:
-                parts.append(partfmt.format(name=name, vals=(','.join(str(v)
-                                                             for v in value))))
-
-        output.append('RRULE:' + ';'.join(parts))
-        return '\n'.join(output)
-
-    def replace(self, **kwargs):
-        """Return new rrule with same attributes except for those attributes given new
-           values by whichever keyword arguments are specified."""
-        new_kwargs = {"interval": self._interval,
-                      "count": self._count,
-                      "dtstart": self._dtstart,
-                      "freq": self._freq,
-                      "until": self._until,
-                      "wkst": self._wkst,
-                      "cache": False if self._cache is None else True }
-        new_kwargs.update(self._original_rule)
-        new_kwargs.update(kwargs)
-        return rrule(**new_kwargs)
-
-    def _iter(self):
-        year, month, day, hour, minute, second, weekday, yearday, _ = \
-            self._dtstart.timetuple()
-
-        # Some local variables to speed things up a bit
-        freq = self._freq
-        interval = self._interval
-        wkst = self._wkst
-        until = self._until
-        bymonth = self._bymonth
-        byweekno = self._byweekno
-        byyearday = self._byyearday
-        byweekday = self._byweekday
-        byeaster = self._byeaster
-        bymonthday = self._bymonthday
-        bynmonthday = self._bynmonthday
-        bysetpos = self._bysetpos
-        byhour = self._byhour
-        byminute = self._byminute
-        bysecond = self._bysecond
-
-        ii = _iterinfo(self)
-        ii.rebuild(year, month)
-
-        getdayset = {YEARLY: ii.ydayset,
-                     MONTHLY: ii.mdayset,
-                     WEEKLY: ii.wdayset,
-                     DAILY: ii.ddayset,
-                     HOURLY: ii.ddayset,
-                     MINUTELY: ii.ddayset,
-                     SECONDLY: ii.ddayset}[freq]
-
-        if freq < HOURLY:
-            timeset = self._timeset
-        else:
-            gettimeset = {HOURLY: ii.htimeset,
-                          MINUTELY: ii.mtimeset,
-                          SECONDLY: ii.stimeset}[freq]
-            if ((freq >= HOURLY and
-                 self._byhour and hour not in self._byhour) or
-                (freq >= MINUTELY and
-                 self._byminute and minute not in self._byminute) or
-                (freq >= SECONDLY and
-                 self._bysecond and second not in self._bysecond)):
-                timeset = ()
-            else:
-                timeset = gettimeset(hour, minute, second)
-
-        total = 0
-        count = self._count
-        while True:
-            # Get dayset with the right frequency
-            dayset, start, end = getdayset(year, month, day)
-
-            # Do the "hard" work ;-)
-            filtered = False
-            for i in dayset[start:end]:
-                if ((bymonth and ii.mmask[i] not in bymonth) or
-                    (byweekno and not ii.wnomask[i]) or
-                    (byweekday and ii.wdaymask[i] not in byweekday) or
-                    (ii.nwdaymask and not ii.nwdaymask[i]) or
-                    (byeaster and not ii.eastermask[i]) or
-                    ((bymonthday or bynmonthday) and
-                     ii.mdaymask[i] not in bymonthday and
-                     ii.nmdaymask[i] not in bynmonthday) or
-                    (byyearday and
-                     ((i < ii.yearlen and i+1 not in byyearday and
-                       -ii.yearlen+i not in byyearday) or
-                      (i >= ii.yearlen and i+1-ii.yearlen not in byyearday and
-                       -ii.nextyearlen+i-ii.yearlen not in byyearday)))):
-                    dayset[i] = None
-                    filtered = True
-
-            # Output results
-            if bysetpos and timeset:
-                poslist = []
-                for pos in bysetpos:
-                    if pos < 0:
-                        daypos, timepos = divmod(pos, len(timeset))
-                    else:
-                        daypos, timepos = divmod(pos-1, len(timeset))
-                    try:
-                        i = [x for x in dayset[start:end]
-                             if x is not None][daypos]
-                        time = timeset[timepos]
-                    except IndexError:
-                        pass
-                    else:
-                        date = datetime.date.fromordinal(ii.yearordinal+i)
-                        res = datetime.datetime.combine(date, time)
-                        if res not in poslist:
-                            poslist.append(res)
-                poslist.sort()
-                for res in poslist:
-                    if until and res > until:
-                        self._len = total
-                        return
-                    elif res >= self._dtstart:
-                        if count is not None:
-                            count -= 1
-                            if count < 0:
-                                self._len = total
-                                return
-                        total += 1
-                        yield res
-            else:
-                for i in dayset[start:end]:
-                    if i is not None:
-                        date = datetime.date.fromordinal(ii.yearordinal + i)
-                        for time in timeset:
-                            res = datetime.datetime.combine(date, time)
-                            if until and res > until:
-                                self._len = total
-                                return
-                            elif res >= self._dtstart:
-                                if count is not None:
-                                    count -= 1
-                                    if count < 0:
-                                        self._len = total
-                                        return
-
-                                total += 1
-                                yield res
-
-            # Handle frequency and interval
-            fixday = False
-            if freq == YEARLY:
-                year += interval
-                if year > datetime.MAXYEAR:
-                    self._len = total
-                    return
-                ii.rebuild(year, month)
-            elif freq == MONTHLY:
-                month += interval
-                if month > 12:
-                    div, mod = divmod(month, 12)
-                    month = mod
-                    year += div
-                    if month == 0:
-                        month = 12
-                        year -= 1
-                    if year > datetime.MAXYEAR:
-                        self._len = total
-                        return
-                ii.rebuild(year, month)
-            elif freq == WEEKLY:
-                if wkst > weekday:
-                    day += -(weekday+1+(6-wkst))+self._interval*7
-                else:
-                    day += -(weekday-wkst)+self._interval*7
-                weekday = wkst
-                fixday = True
-            elif freq == DAILY:
-                day += interval
-                fixday = True
-            elif freq == HOURLY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    hour += ((23-hour)//interval)*interval
-
-                if byhour:
-                    ndays, hour = self.__mod_distance(value=hour,
-                                                      byxxx=self._byhour,
-                                                      base=24)
-                else:
-                    ndays, hour = divmod(hour+interval, 24)
-
-                if ndays:
-                    day += ndays
-                    fixday = True
-
-                timeset = gettimeset(hour, minute, second)
-            elif freq == MINUTELY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    minute += ((1439-(hour*60+minute))//interval)*interval
-
-                valid = False
-                rep_rate = (24*60)
-                for j in range(rep_rate // gcd(interval, rep_rate)):
-                    if byminute:
-                        nhours, minute = \
-                            self.__mod_distance(value=minute,
-                                                byxxx=self._byminute,
-                                                base=60)
-                    else:
-                        nhours, minute = divmod(minute+interval, 60)
-
-                    div, hour = divmod(hour+nhours, 24)
-                    if div:
-                        day += div
-                        fixday = True
-                        filtered = False
-
-                    if not byhour or hour in byhour:
-                        valid = True
-                        break
-
-                if not valid:
-                    raise ValueError('Invalid combination of interval and ' +
-                                     'byhour resulting in empty rule.')
-
-                timeset = gettimeset(hour, minute, second)
-            elif freq == SECONDLY:
-                if filtered:
-                    # Jump to one iteration before next day
-                    second += (((86399 - (hour * 3600 + minute * 60 + second))
-                                // interval) * interval)
-
-                rep_rate = (24 * 3600)
-                valid = False
-                for j in range(0, rep_rate // gcd(interval, rep_rate)):
-                    if bysecond:
-                        nminutes, second = \
-                            self.__mod_distance(value=second,
-                                                byxxx=self._bysecond,
-                                                base=60)
-                    else:
-                        nminutes, second = divmod(second+interval, 60)
-
-                    div, minute = divmod(minute+nminutes, 60)
-                    if div:
-                        hour += div
-                        div, hour = divmod(hour, 24)
-                        if div:
-                            day += div
-                            fixday = True
-
-                    if ((not byhour or hour in byhour) and
-                            (not byminute or minute in byminute) and
-                            (not bysecond or second in bysecond)):
-                        valid = True
-                        break
-
-                if not valid:
-                    raise ValueError('Invalid combination of interval, ' +
-                                     'byhour and byminute resulting in empty' +
-                                     ' rule.')
-
-                timeset = gettimeset(hour, minute, second)
-
-            if fixday and day > 28:
-                daysinmonth = calendar.monthrange(year, month)[1]
-                if day > daysinmonth:
-                    while day > daysinmonth:
-                        day -= daysinmonth
-                        month += 1
-                        if month == 13:
-                            month = 1
-                            year += 1
-                            if year > datetime.MAXYEAR:
-                                self._len = total
-                                return
-                        daysinmonth = calendar.monthrange(year, month)[1]
-                    ii.rebuild(year, month)
-
-    def __construct_byset(self, start, byxxx, base):
-        """
-        If a `BYXXX` sequence is passed to the constructor at the same level as
-        `FREQ` (e.g. `FREQ=HOURLY,BYHOUR={2,4,7},INTERVAL=3`), there are some
-        specifications which cannot be reached given some starting conditions.
-
-        This occurs whenever the interval is not coprime with the base of a
-        given unit and the difference between the starting position and the
-        ending position is not coprime with the greatest common denominator
-        between the interval and the base. For example, with a FREQ of hourly
-        starting at 17:00 and an interval of 4, the only valid values for
-        BYHOUR would be {21, 1, 5, 9, 13, 17}, because 4 and 24 are not
-        coprime.
-
-        :param start:
-            Specifies the starting position.
-        :param byxxx:
-            An iterable containing the list of allowed values.
-        :param base:
-            The largest allowable value for the specified frequency (e.g.
-            24 hours, 60 minutes).
-
-        This does not preserve the type of the iterable, returning a set, since
-        the values should be unique and the order is irrelevant, this will
-        speed up later lookups.
-
-        In the event of an empty set, raises a :exception:`ValueError`, as this
-        results in an empty rrule.
-        """
-
-        cset = set()
-
-        # Support a single byxxx value.
-        if isinstance(byxxx, integer_types):
-            byxxx = (byxxx, )
-
-        for num in byxxx:
-            i_gcd = gcd(self._interval, base)
-            # Use divmod rather than % because we need to wrap negative nums.
-            if i_gcd == 1 or divmod(num - start, i_gcd)[1] == 0:
-                cset.add(num)
-
-        if len(cset) == 0:
-            raise ValueError("Invalid rrule byxxx generates an empty set.")
-
-        return cset
-
-    def __mod_distance(self, value, byxxx, base):
-        """
-        Calculates the next value in a sequence where the `FREQ` parameter is
-        specified along with a `BYXXX` parameter at the same "level"
-        (e.g. `HOURLY` specified with `BYHOUR`).
-
-        :param value:
-            The old value of the component.
-        :param byxxx:
-            The `BYXXX` set, which should have been generated by
-            `rrule._construct_byset`, or something else which checks that a
-            valid rule is present.
-        :param base:
-            The largest allowable value for the specified frequency (e.g.
-            24 hours, 60 minutes).
-
-        If a valid value is not found after `base` iterations (the maximum
-        number before the sequence would start to repeat), this raises a
-        :exception:`ValueError`, as no valid values were found.
-
-        This returns a tuple of `divmod(n*interval, base)`, where `n` is the
-        smallest number of `interval` repetitions until the next specified
-        value in `byxxx` is found.
-        """
-        accumulator = 0
-        for ii in range(1, base + 1):
-            # Using divmod() over % to account for negative intervals
-            div, value = divmod(value + self._interval, base)
-            accumulator += div
-            if value in byxxx:
-                return (accumulator, value)
-
-
-class _iterinfo(object):
-    __slots__ = ["rrule", "lastyear", "lastmonth",
-                 "yearlen", "nextyearlen", "yearordinal", "yearweekday",
-                 "mmask", "mrange", "mdaymask", "nmdaymask",
-                 "wdaymask", "wnomask", "nwdaymask", "eastermask"]
-
-    def __init__(self, rrule):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-        self.rrule = rrule
-
-    def rebuild(self, year, month):
-        # Every mask is 7 days longer to handle cross-year weekly periods.
-        rr = self.rrule
-        if year != self.lastyear:
-            self.yearlen = 365 + calendar.isleap(year)
-            self.nextyearlen = 365 + calendar.isleap(year + 1)
-            firstyday = datetime.date(year, 1, 1)
-            self.yearordinal = firstyday.toordinal()
-            self.yearweekday = firstyday.weekday()
-
-            wday = datetime.date(year, 1, 1).weekday()
-            if self.yearlen == 365:
-                self.mmask = M365MASK
-                self.mdaymask = MDAY365MASK
-                self.nmdaymask = NMDAY365MASK
-                self.wdaymask = WDAYMASK[wday:]
-                self.mrange = M365RANGE
-            else:
-                self.mmask = M366MASK
-                self.mdaymask = MDAY366MASK
-                self.nmdaymask = NMDAY366MASK
-                self.wdaymask = WDAYMASK[wday:]
-                self.mrange = M366RANGE
-
-            if not rr._byweekno:
-                self.wnomask = None
-            else:
-                self.wnomask = [0]*(self.yearlen+7)
-                # no1wkst = firstwkst = self.wdaymask.index(rr._wkst)
-                no1wkst = firstwkst = (7-self.yearweekday+rr._wkst) % 7
-                if no1wkst >= 4:
-                    no1wkst = 0
-                    # Number of days in the year, plus the days we got
-                    # from last year.
-                    wyearlen = self.yearlen+(self.yearweekday-rr._wkst) % 7
-                else:
-                    # Number of days in the year, minus the days we
-                    # left in last year.
-                    wyearlen = self.yearlen-no1wkst
-                div, mod = divmod(wyearlen, 7)
-                numweeks = div+mod//4
-                for n in rr._byweekno:
-                    if n < 0:
-                        n += numweeks+1
-                    if not (0 < n <= numweeks):
-                        continue
-                    if n > 1:
-                        i = no1wkst+(n-1)*7
-                        if no1wkst != firstwkst:
-                            i -= 7-firstwkst
-                    else:
-                        i = no1wkst
-                    for j in range(7):
-                        self.wnomask[i] = 1
-                        i += 1
-                        if self.wdaymask[i] == rr._wkst:
-                            break
-                if 1 in rr._byweekno:
-                    # Check week number 1 of next year as well
-                    # TODO: Check -numweeks for next year.
-                    i = no1wkst+numweeks*7
-                    if no1wkst != firstwkst:
-                        i -= 7-firstwkst
-                    if i < self.yearlen:
-                        # If week starts in next year, we
-                        # don't care about it.
-                        for j in range(7):
-                            self.wnomask[i] = 1
-                            i += 1
-                            if self.wdaymask[i] == rr._wkst:
-                                break
-                if no1wkst:
-                    # Check last week number of last year as
-                    # well. If no1wkst is 0, either the year
-                    # started on week start, or week number 1
-                    # got days from last year, so there are no
-                    # days from last year's last week number in
-                    # this year.
-                    if -1 not in rr._byweekno:
-                        lyearweekday = datetime.date(year-1, 1, 1).weekday()
-                        lno1wkst = (7-lyearweekday+rr._wkst) % 7
-                        lyearlen = 365+calendar.isleap(year-1)
-                        if lno1wkst >= 4:
-                            lno1wkst = 0
-                            lnumweeks = 52+(lyearlen +
-                                            (lyearweekday-rr._wkst) % 7) % 7//4
-                        else:
-                            lnumweeks = 52+(self.yearlen-no1wkst) % 7//4
-                    else:
-                        lnumweeks = -1
-                    if lnumweeks in rr._byweekno:
-                        for i in range(no1wkst):
-                            self.wnomask[i] = 1
-
-        if (rr._bynweekday and (month != self.lastmonth or
-                                year != self.lastyear)):
-            ranges = []
-            if rr._freq == YEARLY:
-                if rr._bymonth:
-                    for month in rr._bymonth:
-                        ranges.append(self.mrange[month-1:month+1])
-                else:
-                    ranges = [(0, self.yearlen)]
-            elif rr._freq == MONTHLY:
-                ranges = [self.mrange[month-1:month+1]]
-            if ranges:
-                # Weekly frequency won't get here, so we may not
-                # care about cross-year weekly periods.
-                self.nwdaymask = [0]*self.yearlen
-                for first, last in ranges:
-                    last -= 1
-                    for wday, n in rr._bynweekday:
-                        if n < 0:
-                            i = last+(n+1)*7
-                            i -= (self.wdaymask[i]-wday) % 7
-                        else:
-                            i = first+(n-1)*7
-                            i += (7-self.wdaymask[i]+wday) % 7
-                        if first <= i <= last:
-                            self.nwdaymask[i] = 1
-
-        if rr._byeaster:
-            self.eastermask = [0]*(self.yearlen+7)
-            eyday = easter.easter(year).toordinal()-self.yearordinal
-            for offset in rr._byeaster:
-                self.eastermask[eyday+offset] = 1
-
-        self.lastyear = year
-        self.lastmonth = month
-
-    def ydayset(self, year, month, day):
-        return list(range(self.yearlen)), 0, self.yearlen
-
-    def mdayset(self, year, month, day):
-        dset = [None]*self.yearlen
-        start, end = self.mrange[month-1:month+1]
-        for i in range(start, end):
-            dset[i] = i
-        return dset, start, end
-
-    def wdayset(self, year, month, day):
-        # We need to handle cross-year weeks here.
-        dset = [None]*(self.yearlen+7)
-        i = datetime.date(year, month, day).toordinal()-self.yearordinal
-        start = i
-        for j in range(7):
-            dset[i] = i
-            i += 1
-            # if (not (0 <= i < self.yearlen) or
-            #    self.wdaymask[i] == self.rrule._wkst):
-            # This will cross the year boundary, if necessary.
-            if self.wdaymask[i] == self.rrule._wkst:
-                break
-        return dset, start, i
-
-    def ddayset(self, year, month, day):
-        dset = [None] * self.yearlen
-        i = datetime.date(year, month, day).toordinal() - self.yearordinal
-        dset[i] = i
-        return dset, i, i + 1
-
-    def htimeset(self, hour, minute, second):
-        tset = []
-        rr = self.rrule
-        for minute in rr._byminute:
-            for second in rr._bysecond:
-                tset.append(datetime.time(hour, minute, second,
-                                          tzinfo=rr._tzinfo))
-        tset.sort()
-        return tset
-
-    def mtimeset(self, hour, minute, second):
-        tset = []
-        rr = self.rrule
-        for second in rr._bysecond:
-            tset.append(datetime.time(hour, minute, second, tzinfo=rr._tzinfo))
-        tset.sort()
-        return tset
-
-    def stimeset(self, hour, minute, second):
-        return (datetime.time(hour, minute, second,
-                tzinfo=self.rrule._tzinfo),)
-
-
-class rruleset(rrulebase):
-    """ The rruleset type allows more complex recurrence setups, mixing
-    multiple rules, dates, exclusion rules, and exclusion dates. The type
-    constructor takes the following keyword arguments:
-
-    :param cache: If True, caching of results will be enabled, improving
-                  performance of multiple queries considerably. """
-
-    class _genitem(object):
-        def __init__(self, genlist, gen):
-            try:
-                self.dt = advance_iterator(gen)
-                genlist.append(self)
-            except StopIteration:
-                pass
-            self.genlist = genlist
-            self.gen = gen
-
-        def __next__(self):
-            try:
-                self.dt = advance_iterator(self.gen)
-            except StopIteration:
-                if self.genlist[0] is self:
-                    heapq.heappop(self.genlist)
-                else:
-                    self.genlist.remove(self)
-                    heapq.heapify(self.genlist)
-
-        next = __next__
-
-        def __lt__(self, other):
-            return self.dt < other.dt
-
-        def __gt__(self, other):
-            return self.dt > other.dt
-
-        def __eq__(self, other):
-            return self.dt == other.dt
-
-        def __ne__(self, other):
-            return self.dt != other.dt
-
-    def __init__(self, cache=False):
-        super(rruleset, self).__init__(cache)
-        self._rrule = []
-        self._rdate = []
-        self._exrule = []
-        self._exdate = []
-
-    @_invalidates_cache
-    def rrule(self, rrule):
-        """ Include the given :py:class:`rrule` instance in the recurrence set
-            generation. """
-        self._rrule.append(rrule)
-
-    @_invalidates_cache
-    def rdate(self, rdate):
-        """ Include the given :py:class:`datetime` instance in the recurrence
-            set generation. """
-        self._rdate.append(rdate)
-
-    @_invalidates_cache
-    def exrule(self, exrule):
-        """ Include the given rrule instance in the recurrence set exclusion
-            list. Dates which are part of the given recurrence rules will not
-            be generated, even if some inclusive rrule or rdate matches them.
-        """
-        self._exrule.append(exrule)
-
-    @_invalidates_cache
-    def exdate(self, exdate):
-        """ Include the given datetime instance in the recurrence set
-            exclusion list. Dates included that way will not be generated,
-            even if some inclusive rrule or rdate matches them. """
-        self._exdate.append(exdate)
-
-    def _iter(self):
-        rlist = []
-        self._rdate.sort()
-        self._genitem(rlist, iter(self._rdate))
-        for gen in [iter(x) for x in self._rrule]:
-            self._genitem(rlist, gen)
-        exlist = []
-        self._exdate.sort()
-        self._genitem(exlist, iter(self._exdate))
-        for gen in [iter(x) for x in self._exrule]:
-            self._genitem(exlist, gen)
-        lastdt = None
-        total = 0
-        heapq.heapify(rlist)
-        heapq.heapify(exlist)
-        while rlist:
-            ritem = rlist[0]
-            if not lastdt or lastdt != ritem.dt:
-                while exlist and exlist[0] < ritem:
-                    exitem = exlist[0]
-                    advance_iterator(exitem)
-                    if exlist and exlist[0] is exitem:
-                        heapq.heapreplace(exlist, exitem)
-                if not exlist or ritem != exlist[0]:
-                    total += 1
-                    yield ritem.dt
-                lastdt = ritem.dt
-            advance_iterator(ritem)
-            if rlist and rlist[0] is ritem:
-                heapq.heapreplace(rlist, ritem)
-        self._len = total
-
-
-
-
-class _rrulestr(object):
-    """ Parses a string representation of a recurrence rule or set of
-    recurrence rules.
-
-    :param s:
-        Required, a string defining one or more recurrence rules.
-
-    :param dtstart:
-        If given, used as the default recurrence start if not specified in the
-        rule string.
-
-    :param cache:
-        If set ``True`` caching of results will be enabled, improving
-        performance of multiple queries considerably.
-
-    :param unfold:
-        If set ``True`` indicates that a rule string is split over more
-        than one line and should be joined before processing.
-
-    :param forceset:
-        If set ``True`` forces a :class:`dateutil.rrule.rruleset` to
-        be returned.
-
-    :param compatible:
-        If set ``True`` forces ``unfold`` and ``forceset`` to be ``True``.
-
-    :param ignoretz:
-        If set ``True``, time zones in parsed strings are ignored and a naive
-        :class:`datetime.datetime` object is returned.
-
-    :param tzids:
-        If given, a callable or mapping used to retrieve a
-        :class:`datetime.tzinfo` from a string representation.
-        Defaults to :func:`dateutil.tz.gettz`.
-
-    :param tzinfos:
-        Additional time zone names / aliases which may be present in a string
-        representation.  See :func:`dateutil.parser.parse` for more
-        information.
-
-    :return:
-        Returns a :class:`dateutil.rrule.rruleset` or
-        :class:`dateutil.rrule.rrule`
-    """
-
-    _freq_map = {"YEARLY": YEARLY,
-                 "MONTHLY": MONTHLY,
-                 "WEEKLY": WEEKLY,
-                 "DAILY": DAILY,
-                 "HOURLY": HOURLY,
-                 "MINUTELY": MINUTELY,
-                 "SECONDLY": SECONDLY}
-
-    _weekday_map = {"MO": 0, "TU": 1, "WE": 2, "TH": 3,
-                    "FR": 4, "SA": 5, "SU": 6}
-
-    def _handle_int(self, rrkwargs, name, value, **kwargs):
-        rrkwargs[name.lower()] = int(value)
-
-    def _handle_int_list(self, rrkwargs, name, value, **kwargs):
-        rrkwargs[name.lower()] = [int(x) for x in value.split(',')]
-
-    _handle_INTERVAL = _handle_int
-    _handle_COUNT = _handle_int
-    _handle_BYSETPOS = _handle_int_list
-    _handle_BYMONTH = _handle_int_list
-    _handle_BYMONTHDAY = _handle_int_list
-    _handle_BYYEARDAY = _handle_int_list
-    _handle_BYEASTER = _handle_int_list
-    _handle_BYWEEKNO = _handle_int_list
-    _handle_BYHOUR = _handle_int_list
-    _handle_BYMINUTE = _handle_int_list
-    _handle_BYSECOND = _handle_int_list
-
-    def _handle_FREQ(self, rrkwargs, name, value, **kwargs):
-        rrkwargs["freq"] = self._freq_map[value]
-
-    def _handle_UNTIL(self, rrkwargs, name, value, **kwargs):
-        global parser
-        if not parser:
-            from dateutil import parser
-        try:
-            rrkwargs["until"] = parser.parse(value,
-                                             ignoretz=kwargs.get("ignoretz"),
-                                             tzinfos=kwargs.get("tzinfos"))
-        except ValueError:
-            raise ValueError("invalid until date")
-
-    def _handle_WKST(self, rrkwargs, name, value, **kwargs):
-        rrkwargs["wkst"] = self._weekday_map[value]
-
-    def _handle_BYWEEKDAY(self, rrkwargs, name, value, **kwargs):
-        """
-        Two ways to specify this: +1MO or MO(+1)
-        """
-        l = []
-        for wday in value.split(','):
-            if '(' in wday:
-                # If it's of the form TH(+1), etc.
-                splt = wday.split('(')
-                w = splt[0]
-                n = int(splt[1][:-1])
-            elif len(wday):
-                # If it's of the form +1MO
-                for i in range(len(wday)):
-                    if wday[i] not in '+-0123456789':
-                        break
-                n = wday[:i] or None
-                w = wday[i:]
-                if n:
-                    n = int(n)
-            else:
-                raise ValueError("Invalid (empty) BYDAY specification.")
-
-            l.append(weekdays[self._weekday_map[w]](n))
-        rrkwargs["byweekday"] = l
-
-    _handle_BYDAY = _handle_BYWEEKDAY
-
-    def _parse_rfc_rrule(self, line,
-                         dtstart=None,
-                         cache=False,
-                         ignoretz=False,
-                         tzinfos=None):
-        if line.find(':') != -1:
-            name, value = line.split(':')
-            if name != "RRULE":
-                raise ValueError("unknown parameter name")
-        else:
-            value = line
-        rrkwargs = {}
-        for pair in value.split(';'):
-            name, value = pair.split('=')
-            name = name.upper()
-            value = value.upper()
-            try:
-                getattr(self, "_handle_"+name)(rrkwargs, name, value,
-                                               ignoretz=ignoretz,
-                                               tzinfos=tzinfos)
-            except AttributeError:
-                raise ValueError("unknown parameter '%s'" % name)
-            except (KeyError, ValueError):
-                raise ValueError("invalid '%s': %s" % (name, value))
-        return rrule(dtstart=dtstart, cache=cache, **rrkwargs)
-
-    def _parse_date_value(self, date_value, parms, rule_tzids,
-                          ignoretz, tzids, tzinfos):
-        global parser
-        if not parser:
-            from dateutil import parser
-
-        datevals = []
-        value_found = False
-        TZID = None
-
-        for parm in parms:
-            if parm.startswith("TZID="):
-                try:
-                    tzkey = rule_tzids[parm.split('TZID=')[-1]]
-                except KeyError:
-                    continue
-                if tzids is None:
-                    from . import tz
-                    tzlookup = tz.gettz
-                elif callable(tzids):
-                    tzlookup = tzids
-                else:
-                    tzlookup = getattr(tzids, 'get', None)
-                    if tzlookup is None:
-                        msg = ('tzids must be a callable, mapping, or None, '
-                               'not %s' % tzids)
-                        raise ValueError(msg)
-
-                TZID = tzlookup(tzkey)
-                continue
-
-            # RFC 5445 3.8.2.4: The VALUE parameter is optional, but may be found
-            # only once.
-            if parm not in {"VALUE=DATE-TIME", "VALUE=DATE"}:
-                raise ValueError("unsupported parm: " + parm)
-            else:
-                if value_found:
-                    msg = ("Duplicate value parameter found in: " + parm)
-                    raise ValueError(msg)
-                value_found = True
-
-        for datestr in date_value.split(','):
-            date = parser.parse(datestr, ignoretz=ignoretz, tzinfos=tzinfos)
-            if TZID is not None:
-                if date.tzinfo is None:
-                    date = date.replace(tzinfo=TZID)
-                else:
-                    raise ValueError('DTSTART/EXDATE specifies multiple timezone')
-            datevals.append(date)
-
-        return datevals
-
-    def _parse_rfc(self, s,
-                   dtstart=None,
-                   cache=False,
-                   unfold=False,
-                   forceset=False,
-                   compatible=False,
-                   ignoretz=False,
-                   tzids=None,
-                   tzinfos=None):
-        global parser
-        if compatible:
-            forceset = True
-            unfold = True
-
-        TZID_NAMES = dict(map(
-            lambda x: (x.upper(), x),
-            re.findall('TZID=(?P<name>[^:]+):', s)
-        ))
-        s = s.upper()
-        if not s.strip():
-            raise ValueError("empty string")
-        if unfold:
-            lines = s.splitlines()
-            i = 0
-            while i < len(lines):
-                line = lines[i].rstrip()
-                if not line:
-                    del lines[i]
-                elif i > 0 and line[0] == " ":
-                    lines[i-1] += line[1:]
-                    del lines[i]
-                else:
-                    i += 1
-        else:
-            lines = s.split()
-        if (not forceset and len(lines) == 1 and (s.find(':') == -1 or
-                                                  s.startswith('RRULE:'))):
-            return self._parse_rfc_rrule(lines[0], cache=cache,
-                                         dtstart=dtstart, ignoretz=ignoretz,
-                                         tzinfos=tzinfos)
-        else:
-            rrulevals = []
-            rdatevals = []
-            exrulevals = []
-            exdatevals = []
-            for line in lines:
-                if not line:
-                    continue
-                if line.find(':') == -1:
-                    name = "RRULE"
-                    value = line
-                else:
-                    name, value = line.split(':', 1)
-                parms = name.split(';')
-                if not parms:
-                    raise ValueError("empty property name")
-                name = parms[0]
-                parms = parms[1:]
-                if name == "RRULE":
-                    for parm in parms:
-                        raise ValueError("unsupported RRULE parm: "+parm)
-                    rrulevals.append(value)
-                elif name == "RDATE":
-                    for parm in parms:
-                        if parm != "VALUE=DATE-TIME":
-                            raise ValueError("unsupported RDATE parm: "+parm)
-                    rdatevals.append(value)
-                elif name == "EXRULE":
-                    for parm in parms:
-                        raise ValueError("unsupported EXRULE parm: "+parm)
-                    exrulevals.append(value)
-                elif name == "EXDATE":
-                    exdatevals.extend(
-                        self._parse_date_value(value, parms,
-                                               TZID_NAMES, ignoretz,
-                                               tzids, tzinfos)
-                    )
-                elif name == "DTSTART":
-                    dtvals = self._parse_date_value(value, parms, TZID_NAMES,
-                                                    ignoretz, tzids, tzinfos)
-                    if len(dtvals) != 1:
-                        raise ValueError("Multiple DTSTART values specified:" +
-                                         value)
-                    dtstart = dtvals[0]
-                else:
-                    raise ValueError("unsupported property: "+name)
-            if (forceset or len(rrulevals) > 1 or rdatevals
-                    or exrulevals or exdatevals):
-                if not parser and (rdatevals or exdatevals):
-                    from dateutil import parser
-                rset = rruleset(cache=cache)
-                for value in rrulevals:
-                    rset.rrule(self._parse_rfc_rrule(value, dtstart=dtstart,
-                                                     ignoretz=ignoretz,
-                                                     tzinfos=tzinfos))
-                for value in rdatevals:
-                    for datestr in value.split(','):
-                        rset.rdate(parser.parse(datestr,
-                                                ignoretz=ignoretz,
-                                                tzinfos=tzinfos))
-                for value in exrulevals:
-                    rset.exrule(self._parse_rfc_rrule(value, dtstart=dtstart,
-                                                      ignoretz=ignoretz,
-                                                      tzinfos=tzinfos))
-                for value in exdatevals:
-                    rset.exdate(value)
-                if compatible and dtstart:
-                    rset.rdate(dtstart)
-                return rset
-            else:
-                return self._parse_rfc_rrule(rrulevals[0],
-                                             dtstart=dtstart,
-                                             cache=cache,
-                                             ignoretz=ignoretz,
-                                             tzinfos=tzinfos)
-
-    def __call__(self, s, **kwargs):
-        return self._parse_rfc(s, **kwargs)
-
-
-rrulestr = _rrulestr()
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
deleted file mode 100644
index af1352c47..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/__init__.py
+++ /dev/null
@@ -1,12 +0,0 @@
-# -*- coding: utf-8 -*-
-from .tz import *
-from .tz import __doc__
-
-__all__ = ["tzutc", "tzoffset", "tzlocal", "tzfile", "tzrange",
-           "tzstr", "tzical", "tzwin", "tzwinlocal", "gettz",
-           "enfold", "datetime_ambiguous", "datetime_exists",
-           "resolve_imaginary", "UTC", "DeprecatedTzFormatWarning"]
-
-
-class DeprecatedTzFormatWarning(Warning):
-    """Warning raised when time zones are parsed from deprecated formats."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
deleted file mode 100644
index e6ac11831..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_common.py
+++ /dev/null
@@ -1,419 +0,0 @@
-from six import PY2
-
-from functools import wraps
-
-from datetime import datetime, timedelta, tzinfo
-
-
-ZERO = timedelta(0)
-
-__all__ = ['tzname_in_python2', 'enfold']
-
-
-def tzname_in_python2(namefunc):
-    """Change unicode output into bytestrings in Python 2
-
-    tzname() API changed in Python 3. It used to return bytes, but was changed
-    to unicode strings
-    """
-    if PY2:
-        @wraps(namefunc)
-        def adjust_encoding(*args, **kwargs):
-            name = namefunc(*args, **kwargs)
-            if name is not None:
-                name = name.encode()
-
-            return name
-
-        return adjust_encoding
-    else:
-        return namefunc
-
-
-# The following is adapted from Alexander Belopolsky's tz library
-# https://github.com/abalkin/tz
-if hasattr(datetime, 'fold'):
-    # This is the pre-python 3.6 fold situation
-    def enfold(dt, fold=1):
-        """
-        Provides a unified interface for assigning the ``fold`` attribute to
-        datetimes both before and after the implementation of PEP-495.
-
-        :param fold:
-            The value for the ``fold`` attribute in the returned datetime. This
-            should be either 0 or 1.
-
-        :return:
-            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
-            ``fold`` for all versions of Python. In versions prior to
-            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
-            subclass of :py:class:`datetime.datetime` with the ``fold``
-            attribute added, if ``fold`` is 1.
-
-        .. versionadded:: 2.6.0
-        """
-        return dt.replace(fold=fold)
-
-else:
-    class _DatetimeWithFold(datetime):
-        """
-        This is a class designed to provide a PEP 495-compliant interface for
-        Python versions before 3.6. It is used only for dates in a fold, so
-        the ``fold`` attribute is fixed at ``1``.
-
-        .. versionadded:: 2.6.0
-        """
-        __slots__ = ()
-
-        def replace(self, *args, **kwargs):
-            """
-            Return a datetime with the same attributes, except for those
-            attributes given new values by whichever keyword arguments are
-            specified. Note that tzinfo=None can be specified to create a naive
-            datetime from an aware datetime with no conversion of date and time
-            data.
-
-            This is reimplemented in ``_DatetimeWithFold`` because pypy3 will
-            return a ``datetime.datetime`` even if ``fold`` is unchanged.
-            """
-            argnames = (
-                'year', 'month', 'day', 'hour', 'minute', 'second',
-                'microsecond', 'tzinfo'
-            )
-
-            for arg, argname in zip(args, argnames):
-                if argname in kwargs:
-                    raise TypeError('Duplicate argument: {}'.format(argname))
-
-                kwargs[argname] = arg
-
-            for argname in argnames:
-                if argname not in kwargs:
-                    kwargs[argname] = getattr(self, argname)
-
-            dt_class = self.__class__ if kwargs.get('fold', 1) else datetime
-
-            return dt_class(**kwargs)
-
-        @property
-        def fold(self):
-            return 1
-
-    def enfold(dt, fold=1):
-        """
-        Provides a unified interface for assigning the ``fold`` attribute to
-        datetimes both before and after the implementation of PEP-495.
-
-        :param fold:
-            The value for the ``fold`` attribute in the returned datetime. This
-            should be either 0 or 1.
-
-        :return:
-            Returns an object for which ``getattr(dt, 'fold', 0)`` returns
-            ``fold`` for all versions of Python. In versions prior to
-            Python 3.6, this is a ``_DatetimeWithFold`` object, which is a
-            subclass of :py:class:`datetime.datetime` with the ``fold``
-            attribute added, if ``fold`` is 1.
-
-        .. versionadded:: 2.6.0
-        """
-        if getattr(dt, 'fold', 0) == fold:
-            return dt
-
-        args = dt.timetuple()[:6]
-        args += (dt.microsecond, dt.tzinfo)
-
-        if fold:
-            return _DatetimeWithFold(*args)
-        else:
-            return datetime(*args)
-
-
-def _validate_fromutc_inputs(f):
-    """
-    The CPython version of ``fromutc`` checks that the input is a ``datetime``
-    object and that ``self`` is attached as its ``tzinfo``.
-    """
-    @wraps(f)
-    def fromutc(self, dt):
-        if not isinstance(dt, datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        return f(self, dt)
-
-    return fromutc
-
-
-class _tzinfo(tzinfo):
-    """
-    Base class for all ``dateutil`` ``tzinfo`` objects.
-    """
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-
-        dt = dt.replace(tzinfo=self)
-
-        wall_0 = enfold(dt, fold=0)
-        wall_1 = enfold(dt, fold=1)
-
-        same_offset = wall_0.utcoffset() == wall_1.utcoffset()
-        same_dt = wall_0.replace(tzinfo=None) == wall_1.replace(tzinfo=None)
-
-        return same_dt and not same_offset
-
-    def _fold_status(self, dt_utc, dt_wall):
-        """
-        Determine the fold status of a "wall" datetime, given a representation
-        of the same datetime as a (naive) UTC datetime. This is calculated based
-        on the assumption that ``dt.utcoffset() - dt.dst()`` is constant for all
-        datetimes, and that this offset is the actual number of hours separating
-        ``dt_utc`` and ``dt_wall``.
-
-        :param dt_utc:
-            Representation of the datetime as UTC
-
-        :param dt_wall:
-            Representation of the datetime as "wall time". This parameter must
-            either have a `fold` attribute or have a fold-naive
-            :class:`datetime.tzinfo` attached, otherwise the calculation may
-            fail.
-        """
-        if self.is_ambiguous(dt_wall):
-            delta_wall = dt_wall - dt_utc
-            _fold = int(delta_wall == (dt_utc.utcoffset() - dt_utc.dst()))
-        else:
-            _fold = 0
-
-        return _fold
-
-    def _fold(self, dt):
-        return getattr(dt, 'fold', 0)
-
-    def _fromutc(self, dt):
-        """
-        Given a timezone-aware datetime in a given timezone, calculates a
-        timezone-aware datetime in a new timezone.
-
-        Since this is the one time that we *know* we have an unambiguous
-        datetime object, we take this opportunity to determine whether the
-        datetime is ambiguous and in a "fold" state (e.g. if it's the first
-        occurrence, chronologically, of the ambiguous datetime).
-
-        :param dt:
-            A timezone-aware :class:`datetime.datetime` object.
-        """
-
-        # Re-implement the algorithm from Python's datetime.py
-        dtoff = dt.utcoffset()
-        if dtoff is None:
-            raise ValueError("fromutc() requires a non-None utcoffset() "
-                             "result")
-
-        # The original datetime.py code assumes that `dst()` defaults to
-        # zero during ambiguous times. PEP 495 inverts this presumption, so
-        # for pre-PEP 495 versions of python, we need to tweak the algorithm.
-        dtdst = dt.dst()
-        if dtdst is None:
-            raise ValueError("fromutc() requires a non-None dst() result")
-        delta = dtoff - dtdst
-
-        dt += delta
-        # Set fold=1 so we can default to being in the fold for
-        # ambiguous dates.
-        dtdst = enfold(dt, fold=1).dst()
-        if dtdst is None:
-            raise ValueError("fromutc(): dt.dst gave inconsistent "
-                             "results; cannot convert")
-        return dt + dtdst
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        """
-        Given a timezone-aware datetime in a given timezone, calculates a
-        timezone-aware datetime in a new timezone.
-
-        Since this is the one time that we *know* we have an unambiguous
-        datetime object, we take this opportunity to determine whether the
-        datetime is ambiguous and in a "fold" state (e.g. if it's the first
-        occurrence, chronologically, of the ambiguous datetime).
-
-        :param dt:
-            A timezone-aware :class:`datetime.datetime` object.
-        """
-        dt_wall = self._fromutc(dt)
-
-        # Calculate the fold status given the two datetimes.
-        _fold = self._fold_status(dt, dt_wall)
-
-        # Set the default fold value for ambiguous dates
-        return enfold(dt_wall, fold=_fold)
-
-
-class tzrangebase(_tzinfo):
-    """
-    This is an abstract base class for time zones represented by an annual
-    transition into and out of DST. Child classes should implement the following
-    methods:
-
-        * ``__init__(self, *args, **kwargs)``
-        * ``transitions(self, year)`` - this is expected to return a tuple of
-          datetimes representing the DST on and off transitions in standard
-          time.
-
-    A fully initialized ``tzrangebase`` subclass should also provide the
-    following attributes:
-        * ``hasdst``: Boolean whether or not the zone uses DST.
-        * ``_dst_offset`` / ``_std_offset``: :class:`datetime.timedelta` objects
-          representing the respective UTC offsets.
-        * ``_dst_abbr`` / ``_std_abbr``: Strings representing the timezone short
-          abbreviations in DST and STD, respectively.
-        * ``_hasdst``: Whether or not the zone has DST.
-
-    .. versionadded:: 2.6.0
-    """
-    def __init__(self):
-        raise NotImplementedError('tzrangebase is an abstract base class')
-
-    def utcoffset(self, dt):
-        isdst = self._isdst(dt)
-
-        if isdst is None:
-            return None
-        elif isdst:
-            return self._dst_offset
-        else:
-            return self._std_offset
-
-    def dst(self, dt):
-        isdst = self._isdst(dt)
-
-        if isdst is None:
-            return None
-        elif isdst:
-            return self._dst_base_offset
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        if self._isdst(dt):
-            return self._dst_abbr
-        else:
-            return self._std_abbr
-
-    def fromutc(self, dt):
-        """ Given a datetime in UTC, return local time """
-        if not isinstance(dt, datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        # Get transitions - if there are none, fixed offset
-        transitions = self.transitions(dt.year)
-        if transitions is None:
-            return dt + self.utcoffset(dt)
-
-        # Get the transition times in UTC
-        dston, dstoff = transitions
-
-        dston -= self._std_offset
-        dstoff -= self._std_offset
-
-        utc_transitions = (dston, dstoff)
-        dt_utc = dt.replace(tzinfo=None)
-
-        isdst = self._naive_isdst(dt_utc, utc_transitions)
-
-        if isdst:
-            dt_wall = dt + self._dst_offset
-        else:
-            dt_wall = dt + self._std_offset
-
-        _fold = int(not isdst and self.is_ambiguous(dt_wall))
-
-        return enfold(dt_wall, fold=_fold)
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        if not self.hasdst:
-            return False
-
-        start, end = self.transitions(dt.year)
-
-        dt = dt.replace(tzinfo=None)
-        return (end <= dt < end + self._dst_base_offset)
-
-    def _isdst(self, dt):
-        if not self.hasdst:
-            return False
-        elif dt is None:
-            return None
-
-        transitions = self.transitions(dt.year)
-
-        if transitions is None:
-            return False
-
-        dt = dt.replace(tzinfo=None)
-
-        isdst = self._naive_isdst(dt, transitions)
-
-        # Handle ambiguous dates
-        if not isdst and self.is_ambiguous(dt):
-            return not self._fold(dt)
-        else:
-            return isdst
-
-    def _naive_isdst(self, dt, transitions):
-        dston, dstoff = transitions
-
-        dt = dt.replace(tzinfo=None)
-
-        if dston < dstoff:
-            isdst = dston <= dt < dstoff
-        else:
-            isdst = not dstoff <= dt < dston
-
-        return isdst
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_offset - self._std_offset
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(...)" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
deleted file mode 100644
index f8a65891a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/_factories.py
+++ /dev/null
@@ -1,80 +0,0 @@
-from datetime import timedelta
-import weakref
-from collections import OrderedDict
-
-from six.moves import _thread
-
-
-class _TzSingleton(type):
-    def __init__(cls, *args, **kwargs):
-        cls.__instance = None
-        super(_TzSingleton, cls).__init__(*args, **kwargs)
-
-    def __call__(cls):
-        if cls.__instance is None:
-            cls.__instance = super(_TzSingleton, cls).__call__()
-        return cls.__instance
-
-
-class _TzFactory(type):
-    def instance(cls, *args, **kwargs):
-        """Alternate constructor that returns a fresh instance"""
-        return type.__call__(cls, *args, **kwargs)
-
-
-class _TzOffsetFactory(_TzFactory):
-    def __init__(cls, *args, **kwargs):
-        cls.__instances = weakref.WeakValueDictionary()
-        cls.__strong_cache = OrderedDict()
-        cls.__strong_cache_size = 8
-
-        cls._cache_lock = _thread.allocate_lock()
-
-    def __call__(cls, name, offset):
-        if isinstance(offset, timedelta):
-            key = (name, offset.total_seconds())
-        else:
-            key = (name, offset)
-
-        instance = cls.__instances.get(key, None)
-        if instance is None:
-            instance = cls.__instances.setdefault(key,
-                                                  cls.instance(name, offset))
-
-        # This lock may not be necessary in Python 3. See GH issue #901
-        with cls._cache_lock:
-            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
-
-            # Remove an item if the strong cache is overpopulated
-            if len(cls.__strong_cache) > cls.__strong_cache_size:
-                cls.__strong_cache.popitem(last=False)
-
-        return instance
-
-
-class _TzStrFactory(_TzFactory):
-    def __init__(cls, *args, **kwargs):
-        cls.__instances = weakref.WeakValueDictionary()
-        cls.__strong_cache = OrderedDict()
-        cls.__strong_cache_size = 8
-
-        cls.__cache_lock = _thread.allocate_lock()
-
-    def __call__(cls, s, posix_offset=False):
-        key = (s, posix_offset)
-        instance = cls.__instances.get(key, None)
-
-        if instance is None:
-            instance = cls.__instances.setdefault(key,
-                cls.instance(s, posix_offset))
-
-        # This lock may not be necessary in Python 3. See GH issue #901
-        with cls.__cache_lock:
-            cls.__strong_cache[key] = cls.__strong_cache.pop(key, instance)
-
-            # Remove an item if the strong cache is overpopulated
-            if len(cls.__strong_cache) > cls.__strong_cache_size:
-                cls.__strong_cache.popitem(last=False)
-
-        return instance
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
deleted file mode 100644
index 617591446..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/tz.py
+++ /dev/null
@@ -1,1849 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers timezone implementations subclassing the abstract
-:py:class:`datetime.tzinfo` type. There are classes to handle tzfile format
-files (usually are in :file:`/etc/localtime`, :file:`/usr/share/zoneinfo`,
-etc), TZ environment string (in all known formats), given ranges (with help
-from relative deltas), local machine timezone, fixed offset timezone, and UTC
-timezone.
-"""
-import datetime
-import struct
-import time
-import sys
-import os
-import bisect
-import weakref
-from collections import OrderedDict
-
-import six
-from six import string_types
-from six.moves import _thread
-from ._common import tzname_in_python2, _tzinfo
-from ._common import tzrangebase, enfold
-from ._common import _validate_fromutc_inputs
-
-from ._factories import _TzSingleton, _TzOffsetFactory
-from ._factories import _TzStrFactory
-try:
-    from .win import tzwin, tzwinlocal
-except ImportError:
-    tzwin = tzwinlocal = None
-
-# For warning about rounding tzinfo
-from warnings import warn
-
-ZERO = datetime.timedelta(0)
-EPOCH = datetime.datetime(1970, 1, 1, 0, 0)
-EPOCHORDINAL = EPOCH.toordinal()
-
-
-@six.add_metaclass(_TzSingleton)
-class tzutc(datetime.tzinfo):
-    """
-    This is a tzinfo object that represents the UTC time zone.
-
-    **Examples:**
-
-    .. doctest::
-
-        >>> from datetime import *
-        >>> from dateutil.tz import *
-
-        >>> datetime.now()
-        datetime.datetime(2003, 9, 27, 9, 40, 1, 521290)
-
-        >>> datetime.now(tzutc())
-        datetime.datetime(2003, 9, 27, 12, 40, 12, 156379, tzinfo=tzutc())
-
-        >>> datetime.now(tzutc()).tzname()
-        'UTC'
-
-    .. versionchanged:: 2.7.0
-        ``tzutc()`` is now a singleton, so the result of ``tzutc()`` will
-        always return the same object.
-
-        .. doctest::
-
-            >>> from dateutil.tz import tzutc, UTC
-            >>> tzutc() is tzutc()
-            True
-            >>> tzutc() is UTC
-            True
-    """
-    def utcoffset(self, dt):
-        return ZERO
-
-    def dst(self, dt):
-        return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return "UTC"
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        return False
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        """
-        Fast track version of fromutc() returns the original ``dt`` object for
-        any valid :py:class:`datetime.datetime` object.
-        """
-        return dt
-
-    def __eq__(self, other):
-        if not isinstance(other, (tzutc, tzoffset)):
-            return NotImplemented
-
-        return (isinstance(other, tzutc) or
-                (isinstance(other, tzoffset) and other._offset == ZERO))
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s()" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
-
-
-#: Convenience constant providing a :class:`tzutc()` instance
-#:
-#: .. versionadded:: 2.7.0
-UTC = tzutc()
-
-
-@six.add_metaclass(_TzOffsetFactory)
-class tzoffset(datetime.tzinfo):
-    """
-    A simple class for representing a fixed offset from UTC.
-
-    :param name:
-        The timezone name, to be returned when ``tzname()`` is called.
-    :param offset:
-        The time zone offset in seconds, or (since version 2.6.0, represented
-        as a :py:class:`datetime.timedelta` object).
-    """
-    def __init__(self, name, offset):
-        self._name = name
-
-        try:
-            # Allow a timedelta
-            offset = offset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        self._offset = datetime.timedelta(seconds=_get_supported_offset(offset))
-
-    def utcoffset(self, dt):
-        return self._offset
-
-    def dst(self, dt):
-        return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._name
-
-    @_validate_fromutc_inputs
-    def fromutc(self, dt):
-        return dt + self._offset
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        return False
-
-    def __eq__(self, other):
-        if not isinstance(other, tzoffset):
-            return NotImplemented
-
-        return self._offset == other._offset
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(%s, %s)" % (self.__class__.__name__,
-                               repr(self._name),
-                               int(self._offset.total_seconds()))
-
-    __reduce__ = object.__reduce__
-
-
-class tzlocal(_tzinfo):
-    """
-    A :class:`tzinfo` subclass built around the ``time`` timezone functions.
-    """
-    def __init__(self):
-        super(tzlocal, self).__init__()
-
-        self._std_offset = datetime.timedelta(seconds=-time.timezone)
-        if time.daylight:
-            self._dst_offset = datetime.timedelta(seconds=-time.altzone)
-        else:
-            self._dst_offset = self._std_offset
-
-        self._dst_saved = self._dst_offset - self._std_offset
-        self._hasdst = bool(self._dst_saved)
-        self._tznames = tuple(time.tzname)
-
-    def utcoffset(self, dt):
-        if dt is None and self._hasdst:
-            return None
-
-        if self._isdst(dt):
-            return self._dst_offset
-        else:
-            return self._std_offset
-
-    def dst(self, dt):
-        if dt is None and self._hasdst:
-            return None
-
-        if self._isdst(dt):
-            return self._dst_offset - self._std_offset
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._tznames[self._isdst(dt)]
-
-    def is_ambiguous(self, dt):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        naive_dst = self._naive_is_dst(dt)
-        return (not naive_dst and
-                (naive_dst != self._naive_is_dst(dt - self._dst_saved)))
-
-    def _naive_is_dst(self, dt):
-        timestamp = _datetime_to_timestamp(dt)
-        return time.localtime(timestamp + time.timezone).tm_isdst
-
-    def _isdst(self, dt, fold_naive=True):
-        # We can't use mktime here. It is unstable when deciding if
-        # the hour near to a change is DST or not.
-        #
-        # timestamp = time.mktime((dt.year, dt.month, dt.day, dt.hour,
-        #                         dt.minute, dt.second, dt.weekday(), 0, -1))
-        # return time.localtime(timestamp).tm_isdst
-        #
-        # The code above yields the following result:
-        #
-        # >>> import tz, datetime
-        # >>> t = tz.tzlocal()
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRDT'
-        # >>> datetime.datetime(2003,2,16,0,tzinfo=t).tzname()
-        # 'BRST'
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRST'
-        # >>> datetime.datetime(2003,2,15,22,tzinfo=t).tzname()
-        # 'BRDT'
-        # >>> datetime.datetime(2003,2,15,23,tzinfo=t).tzname()
-        # 'BRDT'
-        #
-        # Here is a more stable implementation:
-        #
-        if not self._hasdst:
-            return False
-
-        # Check for ambiguous times:
-        dstval = self._naive_is_dst(dt)
-        fold = getattr(dt, 'fold', None)
-
-        if self.is_ambiguous(dt):
-            if fold is not None:
-                return not self._fold(dt)
-            else:
-                return True
-
-        return dstval
-
-    def __eq__(self, other):
-        if isinstance(other, tzlocal):
-            return (self._std_offset == other._std_offset and
-                    self._dst_offset == other._dst_offset)
-        elif isinstance(other, tzutc):
-            return (not self._hasdst and
-                    self._tznames[0] in {'UTC', 'GMT'} and
-                    self._std_offset == ZERO)
-        elif isinstance(other, tzoffset):
-            return (not self._hasdst and
-                    self._tznames[0] == other._name and
-                    self._std_offset == other._offset)
-        else:
-            return NotImplemented
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s()" % self.__class__.__name__
-
-    __reduce__ = object.__reduce__
-
-
-class _ttinfo(object):
-    __slots__ = ["offset", "delta", "isdst", "abbr",
-                 "isstd", "isgmt", "dstoffset"]
-
-    def __init__(self):
-        for attr in self.__slots__:
-            setattr(self, attr, None)
-
-    def __repr__(self):
-        l = []
-        for attr in self.__slots__:
-            value = getattr(self, attr)
-            if value is not None:
-                l.append("%s=%s" % (attr, repr(value)))
-        return "%s(%s)" % (self.__class__.__name__, ", ".join(l))
-
-    def __eq__(self, other):
-        if not isinstance(other, _ttinfo):
-            return NotImplemented
-
-        return (self.offset == other.offset and
-                self.delta == other.delta and
-                self.isdst == other.isdst and
-                self.abbr == other.abbr and
-                self.isstd == other.isstd and
-                self.isgmt == other.isgmt and
-                self.dstoffset == other.dstoffset)
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __getstate__(self):
-        state = {}
-        for name in self.__slots__:
-            state[name] = getattr(self, name, None)
-        return state
-
-    def __setstate__(self, state):
-        for name in self.__slots__:
-            if name in state:
-                setattr(self, name, state[name])
-
-
-class _tzfile(object):
-    """
-    Lightweight class for holding the relevant transition and time zone
-    information read from binary tzfiles.
-    """
-    attrs = ['trans_list', 'trans_list_utc', 'trans_idx', 'ttinfo_list',
-             'ttinfo_std', 'ttinfo_dst', 'ttinfo_before', 'ttinfo_first']
-
-    def __init__(self, **kwargs):
-        for attr in self.attrs:
-            setattr(self, attr, kwargs.get(attr, None))
-
-
-class tzfile(_tzinfo):
-    """
-    This is a ``tzinfo`` subclass that allows one to use the ``tzfile(5)``
-    format timezone files to extract current and historical zone information.
-
-    :param fileobj:
-        This can be an opened file stream or a file name that the time zone
-        information can be read from.
-
-    :param filename:
-        This is an optional parameter specifying the source of the time zone
-        information in the event that ``fileobj`` is a file object. If omitted
-        and ``fileobj`` is a file stream, this parameter will be set either to
-        ``fileobj``'s ``name`` attribute or to ``repr(fileobj)``.
-
-    See `Sources for Time Zone and Daylight Saving Time Data
-    <https://data.iana.org/time-zones/tz-link.html>`_ for more information.
-    Time zone files can be compiled from the `IANA Time Zone database files
-    <https://www.iana.org/time-zones>`_ with the `zic time zone compiler
-    <https://www.freebsd.org/cgi/man.cgi?query=zic&sektion=8>`_
-
-    .. note::
-
-        Only construct a ``tzfile`` directly if you have a specific timezone
-        file on disk that you want to read into a Python ``tzinfo`` object.
-        If you want to get a ``tzfile`` representing a specific IANA zone,
-        (e.g. ``'America/New_York'``), you should call
-        :func:`dateutil.tz.gettz` with the zone identifier.
-
-
-    **Examples:**
-
-    Using the US Eastern time zone as an example, we can see that a ``tzfile``
-    provides time zone information for the standard Daylight Saving offsets:
-
-    .. testsetup:: tzfile
-
-        from dateutil.tz import gettz
-        from datetime import datetime
-
-    .. doctest:: tzfile
-
-        >>> NYC = gettz('America/New_York')
-        >>> NYC
-        tzfile('/usr/share/zoneinfo/America/New_York')
-
-        >>> print(datetime(2016, 1, 3, tzinfo=NYC))     # EST
-        2016-01-03 00:00:00-05:00
-
-        >>> print(datetime(2016, 7, 7, tzinfo=NYC))     # EDT
-        2016-07-07 00:00:00-04:00
-
-
-    The ``tzfile`` structure contains a fully history of the time zone,
-    so historical dates will also have the right offsets. For example, before
-    the adoption of the UTC standards, New York used local solar  mean time:
-
-    .. doctest:: tzfile
-
-       >>> print(datetime(1901, 4, 12, tzinfo=NYC))    # LMT
-       1901-04-12 00:00:00-04:56
-
-    And during World War II, New York was on "Eastern War Time", which was a
-    state of permanent daylight saving time:
-
-    .. doctest:: tzfile
-
-        >>> print(datetime(1944, 2, 7, tzinfo=NYC))    # EWT
-        1944-02-07 00:00:00-04:00
-
-    """
-
-    def __init__(self, fileobj, filename=None):
-        super(tzfile, self).__init__()
-
-        file_opened_here = False
-        if isinstance(fileobj, string_types):
-            self._filename = fileobj
-            fileobj = open(fileobj, 'rb')
-            file_opened_here = True
-        elif filename is not None:
-            self._filename = filename
-        elif hasattr(fileobj, "name"):
-            self._filename = fileobj.name
-        else:
-            self._filename = repr(fileobj)
-
-        if fileobj is not None:
-            if not file_opened_here:
-                fileobj = _nullcontext(fileobj)
-
-            with fileobj as file_stream:
-                tzobj = self._read_tzfile(file_stream)
-
-            self._set_tzdata(tzobj)
-
-    def _set_tzdata(self, tzobj):
-        """ Set the time zone data of this object from a _tzfile object """
-        # Copy the relevant attributes over as private attributes
-        for attr in _tzfile.attrs:
-            setattr(self, '_' + attr, getattr(tzobj, attr))
-
-    def _read_tzfile(self, fileobj):
-        out = _tzfile()
-
-        # From tzfile(5):
-        #
-        # The time zone information files used by tzset(3)
-        # begin with the magic characters "TZif" to identify
-        # them as time zone information files, followed by
-        # sixteen bytes reserved for future use, followed by
-        # six four-byte values of type long, written in a
-        # ``standard'' byte order (the high-order  byte
-        # of the value is written first).
-        if fileobj.read(4).decode() != "TZif":
-            raise ValueError("magic not found")
-
-        fileobj.read(16)
-
-        (
-            # The number of UTC/local indicators stored in the file.
-            ttisgmtcnt,
-
-            # The number of standard/wall indicators stored in the file.
-            ttisstdcnt,
-
-            # The number of leap seconds for which data is
-            # stored in the file.
-            leapcnt,
-
-            # The number of "transition times" for which data
-            # is stored in the file.
-            timecnt,
-
-            # The number of "local time types" for which data
-            # is stored in the file (must not be zero).
-            typecnt,
-
-            # The  number  of  characters  of "time zone
-            # abbreviation strings" stored in the file.
-            charcnt,
-
-        ) = struct.unpack(">6l", fileobj.read(24))
-
-        # The above header is followed by tzh_timecnt four-byte
-        # values  of  type long,  sorted  in ascending order.
-        # These values are written in ``standard'' byte order.
-        # Each is used as a transition time (as  returned  by
-        # time(2)) at which the rules for computing local time
-        # change.
-
-        if timecnt:
-            out.trans_list_utc = list(struct.unpack(">%dl" % timecnt,
-                                                    fileobj.read(timecnt*4)))
-        else:
-            out.trans_list_utc = []
-
-        # Next come tzh_timecnt one-byte values of type unsigned
-        # char; each one tells which of the different types of
-        # ``local time'' types described in the file is associated
-        # with the same-indexed transition time. These values
-        # serve as indices into an array of ttinfo structures that
-        # appears next in the file.
-
-        if timecnt:
-            out.trans_idx = struct.unpack(">%dB" % timecnt,
-                                          fileobj.read(timecnt))
-        else:
-            out.trans_idx = []
-
-        # Each ttinfo structure is written as a four-byte value
-        # for tt_gmtoff  of  type long,  in  a  standard  byte
-        # order, followed  by a one-byte value for tt_isdst
-        # and a one-byte  value  for  tt_abbrind.   In  each
-        # structure, tt_gmtoff  gives  the  number  of
-        # seconds to be added to UTC, tt_isdst tells whether
-        # tm_isdst should be set by  localtime(3),  and
-        # tt_abbrind serves  as an index into the array of
-        # time zone abbreviation characters that follow the
-        # ttinfo structure(s) in the file.
-
-        ttinfo = []
-
-        for i in range(typecnt):
-            ttinfo.append(struct.unpack(">lbb", fileobj.read(6)))
-
-        abbr = fileobj.read(charcnt).decode()
-
-        # Then there are tzh_leapcnt pairs of four-byte
-        # values, written in  standard byte  order;  the
-        # first  value  of  each pair gives the time (as
-        # returned by time(2)) at which a leap second
-        # occurs;  the  second  gives the  total  number of
-        # leap seconds to be applied after the given time.
-        # The pairs of values are sorted in ascending order
-        # by time.
-
-        # Not used, for now (but seek for correct file position)
-        if leapcnt:
-            fileobj.seek(leapcnt * 8, os.SEEK_CUR)
-
-        # Then there are tzh_ttisstdcnt standard/wall
-        # indicators, each stored as a one-byte value;
-        # they tell whether the transition times associated
-        # with local time types were specified as standard
-        # time or wall clock time, and are used when
-        # a time zone file is used in handling POSIX-style
-        # time zone environment variables.
-
-        if ttisstdcnt:
-            isstd = struct.unpack(">%db" % ttisstdcnt,
-                                  fileobj.read(ttisstdcnt))
-
-        # Finally, there are tzh_ttisgmtcnt UTC/local
-        # indicators, each stored as a one-byte value;
-        # they tell whether the transition times associated
-        # with local time types were specified as UTC or
-        # local time, and are used when a time zone file
-        # is used in handling POSIX-style time zone envi-
-        # ronment variables.
-
-        if ttisgmtcnt:
-            isgmt = struct.unpack(">%db" % ttisgmtcnt,
-                                  fileobj.read(ttisgmtcnt))
-
-        # Build ttinfo list
-        out.ttinfo_list = []
-        for i in range(typecnt):
-            gmtoff, isdst, abbrind = ttinfo[i]
-            gmtoff = _get_supported_offset(gmtoff)
-            tti = _ttinfo()
-            tti.offset = gmtoff
-            tti.dstoffset = datetime.timedelta(0)
-            tti.delta = datetime.timedelta(seconds=gmtoff)
-            tti.isdst = isdst
-            tti.abbr = abbr[abbrind:abbr.find('\x00', abbrind)]
-            tti.isstd = (ttisstdcnt > i and isstd[i] != 0)
-            tti.isgmt = (ttisgmtcnt > i and isgmt[i] != 0)
-            out.ttinfo_list.append(tti)
-
-        # Replace ttinfo indexes for ttinfo objects.
-        out.trans_idx = [out.ttinfo_list[idx] for idx in out.trans_idx]
-
-        # Set standard, dst, and before ttinfos. before will be
-        # used when a given time is before any transitions,
-        # and will be set to the first non-dst ttinfo, or to
-        # the first dst, if all of them are dst.
-        out.ttinfo_std = None
-        out.ttinfo_dst = None
-        out.ttinfo_before = None
-        if out.ttinfo_list:
-            if not out.trans_list_utc:
-                out.ttinfo_std = out.ttinfo_first = out.ttinfo_list[0]
-            else:
-                for i in range(timecnt-1, -1, -1):
-                    tti = out.trans_idx[i]
-                    if not out.ttinfo_std and not tti.isdst:
-                        out.ttinfo_std = tti
-                    elif not out.ttinfo_dst and tti.isdst:
-                        out.ttinfo_dst = tti
-
-                    if out.ttinfo_std and out.ttinfo_dst:
-                        break
-                else:
-                    if out.ttinfo_dst and not out.ttinfo_std:
-                        out.ttinfo_std = out.ttinfo_dst
-
-                for tti in out.ttinfo_list:
-                    if not tti.isdst:
-                        out.ttinfo_before = tti
-                        break
-                else:
-                    out.ttinfo_before = out.ttinfo_list[0]
-
-        # Now fix transition times to become relative to wall time.
-        #
-        # I'm not sure about this. In my tests, the tz source file
-        # is setup to wall time, and in the binary file isstd and
-        # isgmt are off, so it should be in wall time. OTOH, it's
-        # always in gmt time. Let me know if you have comments
-        # about this.
-        lastdst = None
-        lastoffset = None
-        lastdstoffset = None
-        lastbaseoffset = None
-        out.trans_list = []
-
-        for i, tti in enumerate(out.trans_idx):
-            offset = tti.offset
-            dstoffset = 0
-
-            if lastdst is not None:
-                if tti.isdst:
-                    if not lastdst:
-                        dstoffset = offset - lastoffset
-
-                    if not dstoffset and lastdstoffset:
-                        dstoffset = lastdstoffset
-
-                    tti.dstoffset = datetime.timedelta(seconds=dstoffset)
-                    lastdstoffset = dstoffset
-
-            # If a time zone changes its base offset during a DST transition,
-            # then you need to adjust by the previous base offset to get the
-            # transition time in local time. Otherwise you use the current
-            # base offset. Ideally, I would have some mathematical proof of
-            # why this is true, but I haven't really thought about it enough.
-            baseoffset = offset - dstoffset
-            adjustment = baseoffset
-            if (lastbaseoffset is not None and baseoffset != lastbaseoffset
-                    and tti.isdst != lastdst):
-                # The base DST has changed
-                adjustment = lastbaseoffset
-
-            lastdst = tti.isdst
-            lastoffset = offset
-            lastbaseoffset = baseoffset
-
-            out.trans_list.append(out.trans_list_utc[i] + adjustment)
-
-        out.trans_idx = tuple(out.trans_idx)
-        out.trans_list = tuple(out.trans_list)
-        out.trans_list_utc = tuple(out.trans_list_utc)
-
-        return out
-
-    def _find_last_transition(self, dt, in_utc=False):
-        # If there's no list, there are no transitions to find
-        if not self._trans_list:
-            return None
-
-        timestamp = _datetime_to_timestamp(dt)
-
-        # Find where the timestamp fits in the transition list - if the
-        # timestamp is a transition time, it's part of the "after" period.
-        trans_list = self._trans_list_utc if in_utc else self._trans_list
-        idx = bisect.bisect_right(trans_list, timestamp)
-
-        # We want to know when the previous transition was, so subtract off 1
-        return idx - 1
-
-    def _get_ttinfo(self, idx):
-        # For no list or after the last transition, default to _ttinfo_std
-        if idx is None or (idx + 1) >= len(self._trans_list):
-            return self._ttinfo_std
-
-        # If there is a list and the time is before it, return _ttinfo_before
-        if idx < 0:
-            return self._ttinfo_before
-
-        return self._trans_idx[idx]
-
-    def _find_ttinfo(self, dt):
-        idx = self._resolve_ambiguous_time(dt)
-
-        return self._get_ttinfo(idx)
-
-    def fromutc(self, dt):
-        """
-        The ``tzfile`` implementation of :py:func:`datetime.tzinfo.fromutc`.
-
-        :param dt:
-            A :py:class:`datetime.datetime` object.
-
-        :raises TypeError:
-            Raised if ``dt`` is not a :py:class:`datetime.datetime` object.
-
-        :raises ValueError:
-            Raised if this is called with a ``dt`` which does not have this
-            ``tzinfo`` attached.
-
-        :return:
-            Returns a :py:class:`datetime.datetime` object representing the
-            wall time in ``self``'s time zone.
-        """
-        # These isinstance checks are in datetime.tzinfo, so we'll preserve
-        # them, even if we don't care about duck typing.
-        if not isinstance(dt, datetime.datetime):
-            raise TypeError("fromutc() requires a datetime argument")
-
-        if dt.tzinfo is not self:
-            raise ValueError("dt.tzinfo is not self")
-
-        # First treat UTC as wall time and get the transition we're in.
-        idx = self._find_last_transition(dt, in_utc=True)
-        tti = self._get_ttinfo(idx)
-
-        dt_out = dt + datetime.timedelta(seconds=tti.offset)
-
-        fold = self.is_ambiguous(dt_out, idx=idx)
-
-        return enfold(dt_out, fold=int(fold))
-
-    def is_ambiguous(self, dt, idx=None):
-        """
-        Whether or not the "wall time" of a given datetime is ambiguous in this
-        zone.
-
-        :param dt:
-            A :py:class:`datetime.datetime`, naive or time zone aware.
-
-
-        :return:
-            Returns ``True`` if ambiguous, ``False`` otherwise.
-
-        .. versionadded:: 2.6.0
-        """
-        if idx is None:
-            idx = self._find_last_transition(dt)
-
-        # Calculate the difference in offsets from current to previous
-        timestamp = _datetime_to_timestamp(dt)
-        tti = self._get_ttinfo(idx)
-
-        if idx is None or idx <= 0:
-            return False
-
-        od = self._get_ttinfo(idx - 1).offset - tti.offset
-        tt = self._trans_list[idx]          # Transition time
-
-        return timestamp < tt + od
-
-    def _resolve_ambiguous_time(self, dt):
-        idx = self._find_last_transition(dt)
-
-        # If we have no transitions, return the index
-        _fold = self._fold(dt)
-        if idx is None or idx == 0:
-            return idx
-
-        # If it's ambiguous and we're in a fold, shift to a different index.
-        idx_offset = int(not _fold and self.is_ambiguous(dt, idx))
-
-        return idx - idx_offset
-
-    def utcoffset(self, dt):
-        if dt is None:
-            return None
-
-        if not self._ttinfo_std:
-            return ZERO
-
-        return self._find_ttinfo(dt).delta
-
-    def dst(self, dt):
-        if dt is None:
-            return None
-
-        if not self._ttinfo_dst:
-            return ZERO
-
-        tti = self._find_ttinfo(dt)
-
-        if not tti.isdst:
-            return ZERO
-
-        # The documentation says that utcoffset()-dst() must
-        # be constant for every dt.
-        return tti.dstoffset
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        if not self._ttinfo_std or dt is None:
-            return None
-        return self._find_ttinfo(dt).abbr
-
-    def __eq__(self, other):
-        if not isinstance(other, tzfile):
-            return NotImplemented
-        return (self._trans_list == other._trans_list and
-                self._trans_idx == other._trans_idx and
-                self._ttinfo_list == other._ttinfo_list)
-
-    __hash__ = None
-
-    def __ne__(self, other):
-        return not (self == other)
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._filename))
-
-    def __reduce__(self):
-        return self.__reduce_ex__(None)
-
-    def __reduce_ex__(self, protocol):
-        return (self.__class__, (None, self._filename), self.__dict__)
-
-
-class tzrange(tzrangebase):
-    """
-    The ``tzrange`` object is a time zone specified by a set of offsets and
-    abbreviations, equivalent to the way the ``TZ`` variable can be specified
-    in POSIX-like systems, but using Python delta objects to specify DST
-    start, end and offsets.
-
-    :param stdabbr:
-        The abbreviation for standard time (e.g. ``'EST'``).
-
-    :param stdoffset:
-        An integer or :class:`datetime.timedelta` object or equivalent
-        specifying the base offset from UTC.
-
-        If unspecified, +00:00 is used.
-
-    :param dstabbr:
-        The abbreviation for DST / "Summer" time (e.g. ``'EDT'``).
-
-        If specified, with no other DST information, DST is assumed to occur
-        and the default behavior or ``dstoffset``, ``start`` and ``end`` is
-        used. If unspecified and no other DST information is specified, it
-        is assumed that this zone has no DST.
-
-        If this is unspecified and other DST information is *is* specified,
-        DST occurs in the zone but the time zone abbreviation is left
-        unchanged.
-
-    :param dstoffset:
-        A an integer or :class:`datetime.timedelta` object or equivalent
-        specifying the UTC offset during DST. If unspecified and any other DST
-        information is specified, it is assumed to be the STD offset +1 hour.
-
-    :param start:
-        A :class:`relativedelta.relativedelta` object or equivalent specifying
-        the time and time of year that daylight savings time starts. To
-        specify, for example, that DST starts at 2AM on the 2nd Sunday in
-        March, pass:
-
-            ``relativedelta(hours=2, month=3, day=1, weekday=SU(+2))``
-
-        If unspecified and any other DST information is specified, the default
-        value is 2 AM on the first Sunday in April.
-
-    :param end:
-        A :class:`relativedelta.relativedelta` object or equivalent
-        representing the time and time of year that daylight savings time
-        ends, with the same specification method as in ``start``. One note is
-        that this should point to the first time in the *standard* zone, so if
-        a transition occurs at 2AM in the DST zone and the clocks are set back
-        1 hour to 1AM, set the ``hours`` parameter to +1.
-
-
-    **Examples:**
-
-    .. testsetup:: tzrange
-
-        from dateutil.tz import tzrange, tzstr
-
-    .. doctest:: tzrange
-
-        >>> tzstr('EST5EDT') == tzrange("EST", -18000, "EDT")
-        True
-
-        >>> from dateutil.relativedelta import *
-        >>> range1 = tzrange("EST", -18000, "EDT")
-        >>> range2 = tzrange("EST", -18000, "EDT", -14400,
-        ...                  relativedelta(hours=+2, month=4, day=1,
-        ...                                weekday=SU(+1)),
-        ...                  relativedelta(hours=+1, month=10, day=31,
-        ...                                weekday=SU(-1)))
-        >>> tzstr('EST5EDT') == range1 == range2
-        True
-
-    """
-    def __init__(self, stdabbr, stdoffset=None,
-                 dstabbr=None, dstoffset=None,
-                 start=None, end=None):
-
-        global relativedelta
-        from dateutil import relativedelta
-
-        self._std_abbr = stdabbr
-        self._dst_abbr = dstabbr
-
-        try:
-            stdoffset = stdoffset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        try:
-            dstoffset = dstoffset.total_seconds()
-        except (TypeError, AttributeError):
-            pass
-
-        if stdoffset is not None:
-            self._std_offset = datetime.timedelta(seconds=stdoffset)
-        else:
-            self._std_offset = ZERO
-
-        if dstoffset is not None:
-            self._dst_offset = datetime.timedelta(seconds=dstoffset)
-        elif dstabbr and stdoffset is not None:
-            self._dst_offset = self._std_offset + datetime.timedelta(hours=+1)
-        else:
-            self._dst_offset = ZERO
-
-        if dstabbr and start is None:
-            self._start_delta = relativedelta.relativedelta(
-                hours=+2, month=4, day=1, weekday=relativedelta.SU(+1))
-        else:
-            self._start_delta = start
-
-        if dstabbr and end is None:
-            self._end_delta = relativedelta.relativedelta(
-                hours=+1, month=10, day=31, weekday=relativedelta.SU(-1))
-        else:
-            self._end_delta = end
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = bool(self._start_delta)
-
-    def transitions(self, year):
-        """
-        For a given year, get the DST on and off transition times, expressed
-        always on the standard time side. For zones with no transitions, this
-        function returns ``None``.
-
-        :param year:
-            The year whose transitions you would like to query.
-
-        :return:
-            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
-            ``(dston, dstoff)`` for zones with an annual DST transition, or
-            ``None`` for fixed offset zones.
-        """
-        if not self.hasdst:
-            return None
-
-        base_year = datetime.datetime(year, 1, 1)
-
-        start = base_year + self._start_delta
-        end = base_year + self._end_delta
-
-        return (start, end)
-
-    def __eq__(self, other):
-        if not isinstance(other, tzrange):
-            return NotImplemented
-
-        return (self._std_abbr == other._std_abbr and
-                self._dst_abbr == other._dst_abbr and
-                self._std_offset == other._std_offset and
-                self._dst_offset == other._dst_offset and
-                self._start_delta == other._start_delta and
-                self._end_delta == other._end_delta)
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_base_offset_
-
-
-@six.add_metaclass(_TzStrFactory)
-class tzstr(tzrange):
-    """
-    ``tzstr`` objects are time zone objects specified by a time-zone string as
-    it would be passed to a ``TZ`` variable on POSIX-style systems (see
-    the `GNU C Library: TZ Variable`_ for more details).
-
-    There is one notable exception, which is that POSIX-style time zones use an
-    inverted offset format, so normally ``GMT+3`` would be parsed as an offset
-    3 hours *behind* GMT. The ``tzstr`` time zone object will parse this as an
-    offset 3 hours *ahead* of GMT. If you would like to maintain the POSIX
-    behavior, pass a ``True`` value to ``posix_offset``.
-
-    The :class:`tzrange` object provides the same functionality, but is
-    specified using :class:`relativedelta.relativedelta` objects. rather than
-    strings.
-
-    :param s:
-        A time zone string in ``TZ`` variable format. This can be a
-        :class:`bytes` (2.x: :class:`str`), :class:`str` (2.x:
-        :class:`unicode`) or a stream emitting unicode characters
-        (e.g. :class:`StringIO`).
-
-    :param posix_offset:
-        Optional. If set to ``True``, interpret strings such as ``GMT+3`` or
-        ``UTC+3`` as being 3 hours *behind* UTC rather than ahead, per the
-        POSIX standard.
-
-    .. caution::
-
-        Prior to version 2.7.0, this function also supported time zones
-        in the format:
-
-            * ``EST5EDT,4,0,6,7200,10,0,26,7200,3600``
-            * ``EST5EDT,4,1,0,7200,10,-1,0,7200,3600``
-
-        This format is non-standard and has been deprecated; this function
-        will raise a :class:`DeprecatedTZFormatWarning` until
-        support is removed in a future version.
-
-    .. _`GNU C Library: TZ Variable`:
-        https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
-    """
-    def __init__(self, s, posix_offset=False):
-        global parser
-        from dateutil.parser import _parser as parser
-
-        self._s = s
-
-        res = parser._parsetz(s)
-        if res is None or res.any_unused_tokens:
-            raise ValueError("unknown string format")
-
-        # Here we break the compatibility with the TZ variable handling.
-        # GMT-3 actually *means* the timezone -3.
-        if res.stdabbr in ("GMT", "UTC") and not posix_offset:
-            res.stdoffset *= -1
-
-        # We must initialize it first, since _delta() needs
-        # _std_offset and _dst_offset set. Use False in start/end
-        # to avoid building it two times.
-        tzrange.__init__(self, res.stdabbr, res.stdoffset,
-                         res.dstabbr, res.dstoffset,
-                         start=False, end=False)
-
-        if not res.dstabbr:
-            self._start_delta = None
-            self._end_delta = None
-        else:
-            self._start_delta = self._delta(res.start)
-            if self._start_delta:
-                self._end_delta = self._delta(res.end, isend=1)
-
-        self.hasdst = bool(self._start_delta)
-
-    def _delta(self, x, isend=0):
-        from dateutil import relativedelta
-        kwargs = {}
-        if x.month is not None:
-            kwargs["month"] = x.month
-            if x.weekday is not None:
-                kwargs["weekday"] = relativedelta.weekday(x.weekday, x.week)
-                if x.week > 0:
-                    kwargs["day"] = 1
-                else:
-                    kwargs["day"] = 31
-            elif x.day:
-                kwargs["day"] = x.day
-        elif x.yday is not None:
-            kwargs["yearday"] = x.yday
-        elif x.jyday is not None:
-            kwargs["nlyearday"] = x.jyday
-        if not kwargs:
-            # Default is to start on first sunday of april, and end
-            # on last sunday of october.
-            if not isend:
-                kwargs["month"] = 4
-                kwargs["day"] = 1
-                kwargs["weekday"] = relativedelta.SU(+1)
-            else:
-                kwargs["month"] = 10
-                kwargs["day"] = 31
-                kwargs["weekday"] = relativedelta.SU(-1)
-        if x.time is not None:
-            kwargs["seconds"] = x.time
-        else:
-            # Default is 2AM.
-            kwargs["seconds"] = 7200
-        if isend:
-            # Convert to standard time, to follow the documented way
-            # of working with the extra hour. See the documentation
-            # of the tzinfo class.
-            delta = self._dst_offset - self._std_offset
-            kwargs["seconds"] -= delta.seconds + delta.days * 86400
-        return relativedelta.relativedelta(**kwargs)
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
-
-
-class _tzicalvtzcomp(object):
-    def __init__(self, tzoffsetfrom, tzoffsetto, isdst,
-                 tzname=None, rrule=None):
-        self.tzoffsetfrom = datetime.timedelta(seconds=tzoffsetfrom)
-        self.tzoffsetto = datetime.timedelta(seconds=tzoffsetto)
-        self.tzoffsetdiff = self.tzoffsetto - self.tzoffsetfrom
-        self.isdst = isdst
-        self.tzname = tzname
-        self.rrule = rrule
-
-
-class _tzicalvtz(_tzinfo):
-    def __init__(self, tzid, comps=[]):
-        super(_tzicalvtz, self).__init__()
-
-        self._tzid = tzid
-        self._comps = comps
-        self._cachedate = []
-        self._cachecomp = []
-        self._cache_lock = _thread.allocate_lock()
-
-    def _find_comp(self, dt):
-        if len(self._comps) == 1:
-            return self._comps[0]
-
-        dt = dt.replace(tzinfo=None)
-
-        try:
-            with self._cache_lock:
-                return self._cachecomp[self._cachedate.index(
-                    (dt, self._fold(dt)))]
-        except ValueError:
-            pass
-
-        lastcompdt = None
-        lastcomp = None
-
-        for comp in self._comps:
-            compdt = self._find_compdt(comp, dt)
-
-            if compdt and (not lastcompdt or lastcompdt < compdt):
-                lastcompdt = compdt
-                lastcomp = comp
-
-        if not lastcomp:
-            # RFC says nothing about what to do when a given
-            # time is before the first onset date. We'll look for the
-            # first standard component, or the first component, if
-            # none is found.
-            for comp in self._comps:
-                if not comp.isdst:
-                    lastcomp = comp
-                    break
-            else:
-                lastcomp = comp[0]
-
-        with self._cache_lock:
-            self._cachedate.insert(0, (dt, self._fold(dt)))
-            self._cachecomp.insert(0, lastcomp)
-
-            if len(self._cachedate) > 10:
-                self._cachedate.pop()
-                self._cachecomp.pop()
-
-        return lastcomp
-
-    def _find_compdt(self, comp, dt):
-        if comp.tzoffsetdiff < ZERO and self._fold(dt):
-            dt -= comp.tzoffsetdiff
-
-        compdt = comp.rrule.before(dt, inc=True)
-
-        return compdt
-
-    def utcoffset(self, dt):
-        if dt is None:
-            return None
-
-        return self._find_comp(dt).tzoffsetto
-
-    def dst(self, dt):
-        comp = self._find_comp(dt)
-        if comp.isdst:
-            return comp.tzoffsetdiff
-        else:
-            return ZERO
-
-    @tzname_in_python2
-    def tzname(self, dt):
-        return self._find_comp(dt).tzname
-
-    def __repr__(self):
-        return "<tzicalvtz %s>" % repr(self._tzid)
-
-    __reduce__ = object.__reduce__
-
-
-class tzical(object):
-    """
-    This object is designed to parse an iCalendar-style ``VTIMEZONE`` structure
-    as set out in `RFC 5545`_ Section 4.6.5 into one or more `tzinfo` objects.
-
-    :param `fileobj`:
-        A file or stream in iCalendar format, which should be UTF-8 encoded
-        with CRLF endings.
-
-    .. _`RFC 5545`: https://tools.ietf.org/html/rfc5545
-    """
-    def __init__(self, fileobj):
-        global rrule
-        from dateutil import rrule
-
-        if isinstance(fileobj, string_types):
-            self._s = fileobj
-            # ical should be encoded in UTF-8 with CRLF
-            fileobj = open(fileobj, 'r')
-        else:
-            self._s = getattr(fileobj, 'name', repr(fileobj))
-            fileobj = _nullcontext(fileobj)
-
-        self._vtz = {}
-
-        with fileobj as fobj:
-            self._parse_rfc(fobj.read())
-
-    def keys(self):
-        """
-        Retrieves the available time zones as a list.
-        """
-        return list(self._vtz.keys())
-
-    def get(self, tzid=None):
-        """
-        Retrieve a :py:class:`datetime.tzinfo` object by its ``tzid``.
-
-        :param tzid:
-            If there is exactly one time zone available, omitting ``tzid``
-            or passing :py:const:`None` value returns it. Otherwise a valid
-            key (which can be retrieved from :func:`keys`) is required.
-
-        :raises ValueError:
-            Raised if ``tzid`` is not specified but there are either more
-            or fewer than 1 zone defined.
-
-        :returns:
-            Returns either a :py:class:`datetime.tzinfo` object representing
-            the relevant time zone or :py:const:`None` if the ``tzid`` was
-            not found.
-        """
-        if tzid is None:
-            if len(self._vtz) == 0:
-                raise ValueError("no timezones defined")
-            elif len(self._vtz) > 1:
-                raise ValueError("more than one timezone available")
-            tzid = next(iter(self._vtz))
-
-        return self._vtz.get(tzid)
-
-    def _parse_offset(self, s):
-        s = s.strip()
-        if not s:
-            raise ValueError("empty offset")
-        if s[0] in ('+', '-'):
-            signal = (-1, +1)[s[0] == '+']
-            s = s[1:]
-        else:
-            signal = +1
-        if len(s) == 4:
-            return (int(s[:2]) * 3600 + int(s[2:]) * 60) * signal
-        elif len(s) == 6:
-            return (int(s[:2]) * 3600 + int(s[2:4]) * 60 + int(s[4:])) * signal
-        else:
-            raise ValueError("invalid offset: " + s)
-
-    def _parse_rfc(self, s):
-        lines = s.splitlines()
-        if not lines:
-            raise ValueError("empty string")
-
-        # Unfold
-        i = 0
-        while i < len(lines):
-            line = lines[i].rstrip()
-            if not line:
-                del lines[i]
-            elif i > 0 and line[0] == " ":
-                lines[i-1] += line[1:]
-                del lines[i]
-            else:
-                i += 1
-
-        tzid = None
-        comps = []
-        invtz = False
-        comptype = None
-        for line in lines:
-            if not line:
-                continue
-            name, value = line.split(':', 1)
-            parms = name.split(';')
-            if not parms:
-                raise ValueError("empty property name")
-            name = parms[0].upper()
-            parms = parms[1:]
-            if invtz:
-                if name == "BEGIN":
-                    if value in ("STANDARD", "DAYLIGHT"):
-                        # Process component
-                        pass
-                    else:
-                        raise ValueError("unknown component: "+value)
-                    comptype = value
-                    founddtstart = False
-                    tzoffsetfrom = None
-                    tzoffsetto = None
-                    rrulelines = []
-                    tzname = None
-                elif name == "END":
-                    if value == "VTIMEZONE":
-                        if comptype:
-                            raise ValueError("component not closed: "+comptype)
-                        if not tzid:
-                            raise ValueError("mandatory TZID not found")
-                        if not comps:
-                            raise ValueError(
-                                "at least one component is needed")
-                        # Process vtimezone
-                        self._vtz[tzid] = _tzicalvtz(tzid, comps)
-                        invtz = False
-                    elif value == comptype:
-                        if not founddtstart:
-                            raise ValueError("mandatory DTSTART not found")
-                        if tzoffsetfrom is None:
-                            raise ValueError(
-                                "mandatory TZOFFSETFROM not found")
-                        if tzoffsetto is None:
-                            raise ValueError(
-                                "mandatory TZOFFSETFROM not found")
-                        # Process component
-                        rr = None
-                        if rrulelines:
-                            rr = rrule.rrulestr("\n".join(rrulelines),
-                                                compatible=True,
-                                                ignoretz=True,
-                                                cache=True)
-                        comp = _tzicalvtzcomp(tzoffsetfrom, tzoffsetto,
-                                              (comptype == "DAYLIGHT"),
-                                              tzname, rr)
-                        comps.append(comp)
-                        comptype = None
-                    else:
-                        raise ValueError("invalid component end: "+value)
-                elif comptype:
-                    if name == "DTSTART":
-                        # DTSTART in VTIMEZONE takes a subset of valid RRULE
-                        # values under RFC 5545.
-                        for parm in parms:
-                            if parm != 'VALUE=DATE-TIME':
-                                msg = ('Unsupported DTSTART param in ' +
-                                       'VTIMEZONE: ' + parm)
-                                raise ValueError(msg)
-                        rrulelines.append(line)
-                        founddtstart = True
-                    elif name in ("RRULE", "RDATE", "EXRULE", "EXDATE"):
-                        rrulelines.append(line)
-                    elif name == "TZOFFSETFROM":
-                        if parms:
-                            raise ValueError(
-                                "unsupported %s parm: %s " % (name, parms[0]))
-                        tzoffsetfrom = self._parse_offset(value)
-                    elif name == "TZOFFSETTO":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZOFFSETTO parm: "+parms[0])
-                        tzoffsetto = self._parse_offset(value)
-                    elif name == "TZNAME":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZNAME parm: "+parms[0])
-                        tzname = value
-                    elif name == "COMMENT":
-                        pass
-                    else:
-                        raise ValueError("unsupported property: "+name)
-                else:
-                    if name == "TZID":
-                        if parms:
-                            raise ValueError(
-                                "unsupported TZID parm: "+parms[0])
-                        tzid = value
-                    elif name in ("TZURL", "LAST-MODIFIED", "COMMENT"):
-                        pass
-                    else:
-                        raise ValueError("unsupported property: "+name)
-            elif name == "BEGIN" and value == "VTIMEZONE":
-                tzid = None
-                comps = []
-                invtz = True
-
-    def __repr__(self):
-        return "%s(%s)" % (self.__class__.__name__, repr(self._s))
-
-
-if sys.platform != "win32":
-    TZFILES = ["/etc/localtime", "localtime"]
-    TZPATHS = ["/usr/share/zoneinfo",
-               "/usr/lib/zoneinfo",
-               "/usr/share/lib/zoneinfo",
-               "/etc/zoneinfo"]
-else:
-    TZFILES = []
-    TZPATHS = []
-
-
-def __get_gettz():
-    tzlocal_classes = (tzlocal,)
-    if tzwinlocal is not None:
-        tzlocal_classes += (tzwinlocal,)
-
-    class GettzFunc(object):
-        """
-        Retrieve a time zone object from a string representation
-
-        This function is intended to retrieve the :py:class:`tzinfo` subclass
-        that best represents the time zone that would be used if a POSIX
-        `TZ variable`_ were set to the same value.
-
-        If no argument or an empty string is passed to ``gettz``, local time
-        is returned:
-
-        .. code-block:: python3
-
-            >>> gettz()
-            tzfile('/etc/localtime')
-
-        This function is also the preferred way to map IANA tz database keys
-        to :class:`tzfile` objects:
-
-        .. code-block:: python3
-
-            >>> gettz('Pacific/Kiritimati')
-            tzfile('/usr/share/zoneinfo/Pacific/Kiritimati')
-
-        On Windows, the standard is extended to include the Windows-specific
-        zone names provided by the operating system:
-
-        .. code-block:: python3
-
-            >>> gettz('Egypt Standard Time')
-            tzwin('Egypt Standard Time')
-
-        Passing a GNU ``TZ`` style string time zone specification returns a
-        :class:`tzstr` object:
-
-        .. code-block:: python3
-
-            >>> gettz('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
-            tzstr('AEST-10AEDT-11,M10.1.0/2,M4.1.0/3')
-
-        :param name:
-            A time zone name (IANA, or, on Windows, Windows keys), location of
-            a ``tzfile(5)`` zoneinfo file or ``TZ`` variable style time zone
-            specifier. An empty string, no argument or ``None`` is interpreted
-            as local time.
-
-        :return:
-            Returns an instance of one of ``dateutil``'s :py:class:`tzinfo`
-            subclasses.
-
-        .. versionchanged:: 2.7.0
-
-            After version 2.7.0, any two calls to ``gettz`` using the same
-            input strings will return the same object:
-
-            .. code-block:: python3
-
-                >>> tz.gettz('America/Chicago') is tz.gettz('America/Chicago')
-                True
-
-            In addition to improving performance, this ensures that
-            `"same zone" semantics`_ are used for datetimes in the same zone.
-
-
-        .. _`TZ variable`:
-            https://www.gnu.org/software/libc/manual/html_node/TZ-Variable.html
-
-        .. _`"same zone" semantics`:
-            https://blog.ganssle.io/articles/2018/02/aware-datetime-arithmetic.html
-        """
-        def __init__(self):
-
-            self.__instances = weakref.WeakValueDictionary()
-            self.__strong_cache_size = 8
-            self.__strong_cache = OrderedDict()
-            self._cache_lock = _thread.allocate_lock()
-
-        def __call__(self, name=None):
-            with self._cache_lock:
-                rv = self.__instances.get(name, None)
-
-                if rv is None:
-                    rv = self.nocache(name=name)
-                    if not (name is None
-                            or isinstance(rv, tzlocal_classes)
-                            or rv is None):
-                        # tzlocal is slightly more complicated than the other
-                        # time zone providers because it depends on environment
-                        # at construction time, so don't cache that.
-                        #
-                        # We also cannot store weak references to None, so we
-                        # will also not store that.
-                        self.__instances[name] = rv
-                    else:
-                        # No need for strong caching, return immediately
-                        return rv
-
-                self.__strong_cache[name] = self.__strong_cache.pop(name, rv)
-
-                if len(self.__strong_cache) > self.__strong_cache_size:
-                    self.__strong_cache.popitem(last=False)
-
-            return rv
-
-        def set_cache_size(self, size):
-            with self._cache_lock:
-                self.__strong_cache_size = size
-                while len(self.__strong_cache) > size:
-                    self.__strong_cache.popitem(last=False)
-
-        def cache_clear(self):
-            with self._cache_lock:
-                self.__instances = weakref.WeakValueDictionary()
-                self.__strong_cache.clear()
-
-        @staticmethod
-        def nocache(name=None):
-            """A non-cached version of gettz"""
-            tz = None
-            if not name:
-                try:
-                    name = os.environ["TZ"]
-                except KeyError:
-                    pass
-            if name is None or name in ("", ":"):
-                for filepath in TZFILES:
-                    if not os.path.isabs(filepath):
-                        filename = filepath
-                        for path in TZPATHS:
-                            filepath = os.path.join(path, filename)
-                            if os.path.isfile(filepath):
-                                break
-                        else:
-                            continue
-                    if os.path.isfile(filepath):
-                        try:
-                            tz = tzfile(filepath)
-                            break
-                        except (IOError, OSError, ValueError):
-                            pass
-                else:
-                    tz = tzlocal()
-            else:
-                try:
-                    if name.startswith(":"):
-                        name = name[1:]
-                except TypeError as e:
-                    if isinstance(name, bytes):
-                        new_msg = "gettz argument should be str, not bytes"
-                        six.raise_from(TypeError(new_msg), e)
-                    else:
-                        raise
-                if os.path.isabs(name):
-                    if os.path.isfile(name):
-                        tz = tzfile(name)
-                    else:
-                        tz = None
-                else:
-                    for path in TZPATHS:
-                        filepath = os.path.join(path, name)
-                        if not os.path.isfile(filepath):
-                            filepath = filepath.replace(' ', '_')
-                            if not os.path.isfile(filepath):
-                                continue
-                        try:
-                            tz = tzfile(filepath)
-                            break
-                        except (IOError, OSError, ValueError):
-                            pass
-                    else:
-                        tz = None
-                        if tzwin is not None:
-                            try:
-                                tz = tzwin(name)
-                            except (WindowsError, UnicodeEncodeError):
-                                # UnicodeEncodeError is for Python 2.7 compat
-                                tz = None
-
-                        if not tz:
-                            from dateutil.zoneinfo import get_zonefile_instance
-                            tz = get_zonefile_instance().get(name)
-
-                        if not tz:
-                            for c in name:
-                                # name is not a tzstr unless it has at least
-                                # one offset. For short values of "name", an
-                                # explicit for loop seems to be the fastest way
-                                # To determine if a string contains a digit
-                                if c in "0123456789":
-                                    try:
-                                        tz = tzstr(name)
-                                    except ValueError:
-                                        pass
-                                    break
-                            else:
-                                if name in ("GMT", "UTC"):
-                                    tz = UTC
-                                elif name in time.tzname:
-                                    tz = tzlocal()
-            return tz
-
-    return GettzFunc()
-
-
-gettz = __get_gettz()
-del __get_gettz
-
-
-def datetime_exists(dt, tz=None):
-    """
-    Given a datetime and a time zone, determine whether or not a given datetime
-    would fall in a gap.
-
-    :param dt:
-        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
-        is provided.)
-
-    :param tz:
-        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
-        ``None`` or not provided, the datetime's own time zone will be used.
-
-    :return:
-        Returns a boolean value whether or not the "wall time" exists in
-        ``tz``.
-
-    .. versionadded:: 2.7.0
-    """
-    if tz is None:
-        if dt.tzinfo is None:
-            raise ValueError('Datetime is naive and no time zone provided.')
-        tz = dt.tzinfo
-
-    dt = dt.replace(tzinfo=None)
-
-    # This is essentially a test of whether or not the datetime can survive
-    # a round trip to UTC.
-    dt_rt = dt.replace(tzinfo=tz).astimezone(UTC).astimezone(tz)
-    dt_rt = dt_rt.replace(tzinfo=None)
-
-    return dt == dt_rt
-
-
-def datetime_ambiguous(dt, tz=None):
-    """
-    Given a datetime and a time zone, determine whether or not a given datetime
-    is ambiguous (i.e if there are two times differentiated only by their DST
-    status).
-
-    :param dt:
-        A :class:`datetime.datetime` (whose time zone will be ignored if ``tz``
-        is provided.)
-
-    :param tz:
-        A :class:`datetime.tzinfo` with support for the ``fold`` attribute. If
-        ``None`` or not provided, the datetime's own time zone will be used.
-
-    :return:
-        Returns a boolean value whether or not the "wall time" is ambiguous in
-        ``tz``.
-
-    .. versionadded:: 2.6.0
-    """
-    if tz is None:
-        if dt.tzinfo is None:
-            raise ValueError('Datetime is naive and no time zone provided.')
-
-        tz = dt.tzinfo
-
-    # If a time zone defines its own "is_ambiguous" function, we'll use that.
-    is_ambiguous_fn = getattr(tz, 'is_ambiguous', None)
-    if is_ambiguous_fn is not None:
-        try:
-            return tz.is_ambiguous(dt)
-        except Exception:
-            pass
-
-    # If it doesn't come out and tell us it's ambiguous, we'll just check if
-    # the fold attribute has any effect on this particular date and time.
-    dt = dt.replace(tzinfo=tz)
-    wall_0 = enfold(dt, fold=0)
-    wall_1 = enfold(dt, fold=1)
-
-    same_offset = wall_0.utcoffset() == wall_1.utcoffset()
-    same_dst = wall_0.dst() == wall_1.dst()
-
-    return not (same_offset and same_dst)
-
-
-def resolve_imaginary(dt):
-    """
-    Given a datetime that may be imaginary, return an existing datetime.
-
-    This function assumes that an imaginary datetime represents what the
-    wall time would be in a zone had the offset transition not occurred, so
-    it will always fall forward by the transition's change in offset.
-
-    .. doctest::
-
-        >>> from dateutil import tz
-        >>> from datetime import datetime
-        >>> NYC = tz.gettz('America/New_York')
-        >>> print(tz.resolve_imaginary(datetime(2017, 3, 12, 2, 30, tzinfo=NYC)))
-        2017-03-12 03:30:00-04:00
-
-        >>> KIR = tz.gettz('Pacific/Kiritimati')
-        >>> print(tz.resolve_imaginary(datetime(1995, 1, 1, 12, 30, tzinfo=KIR)))
-        1995-01-02 12:30:00+14:00
-
-    As a note, :func:`datetime.astimezone` is guaranteed to produce a valid,
-    existing datetime, so a round-trip to and from UTC is sufficient to get
-    an extant datetime, however, this generally "falls back" to an earlier time
-    rather than falling forward to the STD side (though no guarantees are made
-    about this behavior).
-
-    :param dt:
-        A :class:`datetime.datetime` which may or may not exist.
-
-    :return:
-        Returns an existing :class:`datetime.datetime`. If ``dt`` was not
-        imaginary, the datetime returned is guaranteed to be the same object
-        passed to the function.
-
-    .. versionadded:: 2.7.0
-    """
-    if dt.tzinfo is not None and not datetime_exists(dt):
-
-        curr_offset = (dt + datetime.timedelta(hours=24)).utcoffset()
-        old_offset = (dt - datetime.timedelta(hours=24)).utcoffset()
-
-        dt += curr_offset - old_offset
-
-    return dt
-
-
-def _datetime_to_timestamp(dt):
-    """
-    Convert a :class:`datetime.datetime` object to an epoch timestamp in
-    seconds since January 1, 1970, ignoring the time zone.
-    """
-    return (dt.replace(tzinfo=None) - EPOCH).total_seconds()
-
-
-if sys.version_info >= (3, 6):
-    def _get_supported_offset(second_offset):
-        return second_offset
-else:
-    def _get_supported_offset(second_offset):
-        # For python pre-3.6, round to full-minutes if that's not the case.
-        # Python's datetime doesn't accept sub-minute timezones. Check
-        # http://python.org/sf/1447945 or https://bugs.python.org/issue5288
-        # for some information.
-        old_offset = second_offset
-        calculated_offset = 60 * ((second_offset + 30) // 60)
-        return calculated_offset
-
-
-try:
-    # Python 3.7 feature
-    from contextlib import nullcontext as _nullcontext
-except ImportError:
-    class _nullcontext(object):
-        """
-        Class for wrapping contexts so that they are passed through in a
-        with statement.
-        """
-        def __init__(self, context):
-            self.context = context
-
-        def __enter__(self):
-            return self.context
-
-        def __exit__(*args, **kwargs):
-            pass
-
-# vim:ts=4:sw=4:et
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
deleted file mode 100644
index cde07ba79..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tz/win.py
+++ /dev/null
@@ -1,370 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module provides an interface to the native time zone data on Windows,
-including :py:class:`datetime.tzinfo` implementations.
-
-Attempting to import this module on a non-Windows platform will raise an
-:py:obj:`ImportError`.
-"""
-# This code was originally contributed by Jeffrey Harris.
-import datetime
-import struct
-
-from six.moves import winreg
-from six import text_type
-
-try:
-    import ctypes
-    from ctypes import wintypes
-except ValueError:
-    # ValueError is raised on non-Windows systems for some horrible reason.
-    raise ImportError("Running tzwin on non-Windows system")
-
-from ._common import tzrangebase
-
-__all__ = ["tzwin", "tzwinlocal", "tzres"]
-
-ONEWEEK = datetime.timedelta(7)
-
-TZKEYNAMENT = r"SOFTWARE\Microsoft\Windows NT\CurrentVersion\Time Zones"
-TZKEYNAME9X = r"SOFTWARE\Microsoft\Windows\CurrentVersion\Time Zones"
-TZLOCALKEYNAME = r"SYSTEM\CurrentControlSet\Control\TimeZoneInformation"
-
-
-def _settzkeyname():
-    handle = winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE)
-    try:
-        winreg.OpenKey(handle, TZKEYNAMENT).Close()
-        TZKEYNAME = TZKEYNAMENT
-    except WindowsError:
-        TZKEYNAME = TZKEYNAME9X
-    handle.Close()
-    return TZKEYNAME
-
-
-TZKEYNAME = _settzkeyname()
-
-
-class tzres(object):
-    """
-    Class for accessing ``tzres.dll``, which contains timezone name related
-    resources.
-
-    .. versionadded:: 2.5.0
-    """
-    p_wchar = ctypes.POINTER(wintypes.WCHAR)        # Pointer to a wide char
-
-    def __init__(self, tzres_loc='tzres.dll'):
-        # Load the user32 DLL so we can load strings from tzres
-        user32 = ctypes.WinDLL('user32')
-
-        # Specify the LoadStringW function
-        user32.LoadStringW.argtypes = (wintypes.HINSTANCE,
-                                       wintypes.UINT,
-                                       wintypes.LPWSTR,
-                                       ctypes.c_int)
-
-        self.LoadStringW = user32.LoadStringW
-        self._tzres = ctypes.WinDLL(tzres_loc)
-        self.tzres_loc = tzres_loc
-
-    def load_name(self, offset):
-        """
-        Load a timezone name from a DLL offset (integer).
-
-        >>> from dateutil.tzwin import tzres
-        >>> tzr = tzres()
-        >>> print(tzr.load_name(112))
-        'Eastern Standard Time'
-
-        :param offset:
-            A positive integer value referring to a string from the tzres dll.
-
-        .. note::
-
-            Offsets found in the registry are generally of the form
-            ``@tzres.dll,-114``. The offset in this case is 114, not -114.
-
-        """
-        resource = self.p_wchar()
-        lpBuffer = ctypes.cast(ctypes.byref(resource), wintypes.LPWSTR)
-        nchar = self.LoadStringW(self._tzres._handle, offset, lpBuffer, 0)
-        return resource[:nchar]
-
-    def name_from_string(self, tzname_str):
-        """
-        Parse strings as returned from the Windows registry into the time zone
-        name as defined in the registry.
-
-        >>> from dateutil.tzwin import tzres
-        >>> tzr = tzres()
-        >>> print(tzr.name_from_string('@tzres.dll,-251'))
-        'Dateline Daylight Time'
-        >>> print(tzr.name_from_string('Eastern Standard Time'))
-        'Eastern Standard Time'
-
-        :param tzname_str:
-            A timezone name string as returned from a Windows registry key.
-
-        :return:
-            Returns the localized timezone string from tzres.dll if the string
-            is of the form `@tzres.dll,-offset`, else returns the input string.
-        """
-        if not tzname_str.startswith('@'):
-            return tzname_str
-
-        name_splt = tzname_str.split(',-')
-        try:
-            offset = int(name_splt[1])
-        except:
-            raise ValueError("Malformed timezone string.")
-
-        return self.load_name(offset)
-
-
-class tzwinbase(tzrangebase):
-    """tzinfo class based on win32's timezones available in the registry."""
-    def __init__(self):
-        raise NotImplementedError('tzwinbase is an abstract base class')
-
-    def __eq__(self, other):
-        # Compare on all relevant dimensions, including name.
-        if not isinstance(other, tzwinbase):
-            return NotImplemented
-
-        return  (self._std_offset == other._std_offset and
-                 self._dst_offset == other._dst_offset and
-                 self._stddayofweek == other._stddayofweek and
-                 self._dstdayofweek == other._dstdayofweek and
-                 self._stdweeknumber == other._stdweeknumber and
-                 self._dstweeknumber == other._dstweeknumber and
-                 self._stdhour == other._stdhour and
-                 self._dsthour == other._dsthour and
-                 self._stdminute == other._stdminute and
-                 self._dstminute == other._dstminute and
-                 self._std_abbr == other._std_abbr and
-                 self._dst_abbr == other._dst_abbr)
-
-    @staticmethod
-    def list():
-        """Return a list of all time zones known to the system."""
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            with winreg.OpenKey(handle, TZKEYNAME) as tzkey:
-                result = [winreg.EnumKey(tzkey, i)
-                          for i in range(winreg.QueryInfoKey(tzkey)[0])]
-        return result
-
-    def display(self):
-        """
-        Return the display name of the time zone.
-        """
-        return self._display
-
-    def transitions(self, year):
-        """
-        For a given year, get the DST on and off transition times, expressed
-        always on the standard time side. For zones with no transitions, this
-        function returns ``None``.
-
-        :param year:
-            The year whose transitions you would like to query.
-
-        :return:
-            Returns a :class:`tuple` of :class:`datetime.datetime` objects,
-            ``(dston, dstoff)`` for zones with an annual DST transition, or
-            ``None`` for fixed offset zones.
-        """
-
-        if not self.hasdst:
-            return None
-
-        dston = picknthweekday(year, self._dstmonth, self._dstdayofweek,
-                               self._dsthour, self._dstminute,
-                               self._dstweeknumber)
-
-        dstoff = picknthweekday(year, self._stdmonth, self._stddayofweek,
-                                self._stdhour, self._stdminute,
-                                self._stdweeknumber)
-
-        # Ambiguous dates default to the STD side
-        dstoff -= self._dst_base_offset
-
-        return dston, dstoff
-
-    def _get_hasdst(self):
-        return self._dstmonth != 0
-
-    @property
-    def _dst_base_offset(self):
-        return self._dst_base_offset_
-
-
-class tzwin(tzwinbase):
-    """
-    Time zone object created from the zone info in the Windows registry
-
-    These are similar to :py:class:`dateutil.tz.tzrange` objects in that
-    the time zone data is provided in the format of a single offset rule
-    for either 0 or 2 time zone transitions per year.
-
-    :param: name
-        The name of a Windows time zone key, e.g. "Eastern Standard Time".
-        The full list of keys can be retrieved with :func:`tzwin.list`.
-    """
-
-    def __init__(self, name):
-        self._name = name
-
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            tzkeyname = text_type("{kn}\\{name}").format(kn=TZKEYNAME, name=name)
-            with winreg.OpenKey(handle, tzkeyname) as tzkey:
-                keydict = valuestodict(tzkey)
-
-        self._std_abbr = keydict["Std"]
-        self._dst_abbr = keydict["Dlt"]
-
-        self._display = keydict["Display"]
-
-        # See http://ww_winreg.jsiinc.com/SUBA/tip0300/rh0398.htm
-        tup = struct.unpack("=3l16h", keydict["TZI"])
-        stdoffset = -tup[0]-tup[1]          # Bias + StandardBias * -1
-        dstoffset = stdoffset-tup[2]        # + DaylightBias * -1
-        self._std_offset = datetime.timedelta(minutes=stdoffset)
-        self._dst_offset = datetime.timedelta(minutes=dstoffset)
-
-        # for the meaning see the win32 TIME_ZONE_INFORMATION structure docs
-        # http://msdn.microsoft.com/en-us/library/windows/desktop/ms725481(v=vs.85).aspx
-        (self._stdmonth,
-         self._stddayofweek,   # Sunday = 0
-         self._stdweeknumber,  # Last = 5
-         self._stdhour,
-         self._stdminute) = tup[4:9]
-
-        (self._dstmonth,
-         self._dstdayofweek,   # Sunday = 0
-         self._dstweeknumber,  # Last = 5
-         self._dsthour,
-         self._dstminute) = tup[12:17]
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = self._get_hasdst()
-
-    def __repr__(self):
-        return "tzwin(%s)" % repr(self._name)
-
-    def __reduce__(self):
-        return (self.__class__, (self._name,))
-
-
-class tzwinlocal(tzwinbase):
-    """
-    Class representing the local time zone information in the Windows registry
-
-    While :class:`dateutil.tz.tzlocal` makes system calls (via the :mod:`time`
-    module) to retrieve time zone information, ``tzwinlocal`` retrieves the
-    rules directly from the Windows registry and creates an object like
-    :class:`dateutil.tz.tzwin`.
-
-    Because Windows does not have an equivalent of :func:`time.tzset`, on
-    Windows, :class:`dateutil.tz.tzlocal` instances will always reflect the
-    time zone settings *at the time that the process was started*, meaning
-    changes to the machine's time zone settings during the run of a program
-    on Windows will **not** be reflected by :class:`dateutil.tz.tzlocal`.
-    Because ``tzwinlocal`` reads the registry directly, it is unaffected by
-    this issue.
-    """
-    def __init__(self):
-        with winreg.ConnectRegistry(None, winreg.HKEY_LOCAL_MACHINE) as handle:
-            with winreg.OpenKey(handle, TZLOCALKEYNAME) as tzlocalkey:
-                keydict = valuestodict(tzlocalkey)
-
-            self._std_abbr = keydict["StandardName"]
-            self._dst_abbr = keydict["DaylightName"]
-
-            try:
-                tzkeyname = text_type('{kn}\\{sn}').format(kn=TZKEYNAME,
-                                                          sn=self._std_abbr)
-                with winreg.OpenKey(handle, tzkeyname) as tzkey:
-                    _keydict = valuestodict(tzkey)
-                    self._display = _keydict["Display"]
-            except OSError:
-                self._display = None
-
-        stdoffset = -keydict["Bias"]-keydict["StandardBias"]
-        dstoffset = stdoffset-keydict["DaylightBias"]
-
-        self._std_offset = datetime.timedelta(minutes=stdoffset)
-        self._dst_offset = datetime.timedelta(minutes=dstoffset)
-
-        # For reasons unclear, in this particular key, the day of week has been
-        # moved to the END of the SYSTEMTIME structure.
-        tup = struct.unpack("=8h", keydict["StandardStart"])
-
-        (self._stdmonth,
-         self._stdweeknumber,  # Last = 5
-         self._stdhour,
-         self._stdminute) = tup[1:5]
-
-        self._stddayofweek = tup[7]
-
-        tup = struct.unpack("=8h", keydict["DaylightStart"])
-
-        (self._dstmonth,
-         self._dstweeknumber,  # Last = 5
-         self._dsthour,
-         self._dstminute) = tup[1:5]
-
-        self._dstdayofweek = tup[7]
-
-        self._dst_base_offset_ = self._dst_offset - self._std_offset
-        self.hasdst = self._get_hasdst()
-
-    def __repr__(self):
-        return "tzwinlocal()"
-
-    def __str__(self):
-        # str will return the standard name, not the daylight name.
-        return "tzwinlocal(%s)" % repr(self._std_abbr)
-
-    def __reduce__(self):
-        return (self.__class__, ())
-
-
-def picknthweekday(year, month, dayofweek, hour, minute, whichweek):
-    """ dayofweek == 0 means Sunday, whichweek 5 means last instance """
-    first = datetime.datetime(year, month, 1, hour, minute)
-
-    # This will work if dayofweek is ISO weekday (1-7) or Microsoft-style (0-6),
-    # Because 7 % 7 = 0
-    weekdayone = first.replace(day=((dayofweek - first.isoweekday()) % 7) + 1)
-    wd = weekdayone + ((whichweek - 1) * ONEWEEK)
-    if (wd.month != month):
-        wd -= ONEWEEK
-
-    return wd
-
-
-def valuestodict(key):
-    """Convert a registry key's values to a dictionary."""
-    dout = {}
-    size = winreg.QueryInfoKey(key)[1]
-    tz_res = None
-
-    for i in range(size):
-        key_name, value, dtype = winreg.EnumValue(key, i)
-        if dtype == winreg.REG_DWORD or dtype == winreg.REG_DWORD_LITTLE_ENDIAN:
-            # If it's a DWORD (32-bit integer), it's stored as unsigned - convert
-            # that to a proper signed integer
-            if value & (1 << 31):
-                value = value - (1 << 32)
-        elif dtype == winreg.REG_SZ:
-            # If it's a reference to the tzres DLL, load the actual string
-            if value.startswith('@tzres'):
-                tz_res = tz_res or tzres()
-                value = tz_res.name_from_string(value)
-
-            value = value.rstrip('\x00')    # Remove trailing nulls
-
-        dout[key_name] = value
-
-    return dout
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
deleted file mode 100644
index cebc673e4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/tzwin.py
+++ /dev/null
@@ -1,2 +0,0 @@
-# tzwin has moved to dateutil.tz.win
-from .tz.win import *
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
deleted file mode 100644
index dd2d245a0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/utils.py
+++ /dev/null
@@ -1,71 +0,0 @@
-# -*- coding: utf-8 -*-
-"""
-This module offers general convenience and utility functions for dealing with
-datetimes.
-
-.. versionadded:: 2.7.0
-"""
-from __future__ import unicode_literals
-
-from datetime import datetime, time
-
-
-def today(tzinfo=None):
-    """
-    Returns a :py:class:`datetime` representing the current day at midnight
-
-    :param tzinfo:
-        The time zone to attach (also used to determine the current day).
-
-    :return:
-        A :py:class:`datetime.datetime` object representing the current day
-        at midnight.
-    """
-
-    dt = datetime.now(tzinfo)
-    return datetime.combine(dt.date(), time(0, tzinfo=tzinfo))
-
-
-def default_tzinfo(dt, tzinfo):
-    """
-    Sets the ``tzinfo`` parameter on naive datetimes only
-
-    This is useful for example when you are provided a datetime that may have
-    either an implicit or explicit time zone, such as when parsing a time zone
-    string.
-
-    .. doctest::
-
-        >>> from dateutil.tz import tzoffset
-        >>> from dateutil.parser import parse
-        >>> from dateutil.utils import default_tzinfo
-        >>> dflt_tz = tzoffset("EST", -18000)
-        >>> print(default_tzinfo(parse('2014-01-01 12:30 UTC'), dflt_tz))
-        2014-01-01 12:30:00+00:00
-        >>> print(default_tzinfo(parse('2014-01-01 12:30'), dflt_tz))
-        2014-01-01 12:30:00-05:00
-
-    :param dt:
-        The datetime on which to replace the time zone
-
-    :param tzinfo:
-        The :py:class:`datetime.tzinfo` subclass instance to assign to
-        ``dt`` if (and only if) it is naive.
-
-    :return:
-        Returns an aware :py:class:`datetime.datetime`.
-    """
-    if dt.tzinfo is not None:
-        return dt
-    else:
-        return dt.replace(tzinfo=tzinfo)
-
-
-def within_delta(dt1, dt2, delta):
-    """
-    Useful for comparing two datetimes that may have a negligible difference
-    to be considered equal.
-    """
-    delta = abs(delta)
-    difference = dt1 - dt2
-    return -delta <= difference <= delta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
deleted file mode 100644
index 34f11ad66..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/__init__.py
+++ /dev/null
@@ -1,167 +0,0 @@
-# -*- coding: utf-8 -*-
-import warnings
-import json
-
-from tarfile import TarFile
-from pkgutil import get_data
-from io import BytesIO
-
-from dateutil.tz import tzfile as _tzfile
-
-__all__ = ["get_zonefile_instance", "gettz", "gettz_db_metadata"]
-
-ZONEFILENAME = "dateutil-zoneinfo.tar.gz"
-METADATA_FN = 'METADATA'
-
-
-class tzfile(_tzfile):
-    def __reduce__(self):
-        return (gettz, (self._filename,))
-
-
-def getzoneinfofile_stream():
-    try:
-        return BytesIO(get_data(__name__, ZONEFILENAME))
-    except IOError as e:  # TODO  switch to FileNotFoundError?
-        warnings.warn("I/O error({0}): {1}".format(e.errno, e.strerror))
-        return None
-
-
-class ZoneInfoFile(object):
-    def __init__(self, zonefile_stream=None):
-        if zonefile_stream is not None:
-            with TarFile.open(fileobj=zonefile_stream) as tf:
-                self.zones = {zf.name: tzfile(tf.extractfile(zf), filename=zf.name)
-                              for zf in tf.getmembers()
-                              if zf.isfile() and zf.name != METADATA_FN}
-                # deal with links: They'll point to their parent object. Less
-                # waste of memory
-                links = {zl.name: self.zones[zl.linkname]
-                         for zl in tf.getmembers() if
-                         zl.islnk() or zl.issym()}
-                self.zones.update(links)
-                try:
-                    metadata_json = tf.extractfile(tf.getmember(METADATA_FN))
-                    metadata_str = metadata_json.read().decode('UTF-8')
-                    self.metadata = json.loads(metadata_str)
-                except KeyError:
-                    # no metadata in tar file
-                    self.metadata = None
-        else:
-            self.zones = {}
-            self.metadata = None
-
-    def get(self, name, default=None):
-        """
-        Wrapper for :func:`ZoneInfoFile.zones.get`. This is a convenience method
-        for retrieving zones from the zone dictionary.
-
-        :param name:
-            The name of the zone to retrieve. (Generally IANA zone names)
-
-        :param default:
-            The value to return in the event of a missing key.
-
-        .. versionadded:: 2.6.0
-
-        """
-        return self.zones.get(name, default)
-
-
-# The current API has gettz as a module function, although in fact it taps into
-# a stateful class. So as a workaround for now, without changing the API, we
-# will create a new "global" class instance the first time a user requests a
-# timezone. Ugly, but adheres to the api.
-#
-# TODO: Remove after deprecation period.
-_CLASS_ZONE_INSTANCE = []
-
-
-def get_zonefile_instance(new_instance=False):
-    """
-    This is a convenience function which provides a :class:`ZoneInfoFile`
-    instance using the data provided by the ``dateutil`` package. By default, it
-    caches a single instance of the ZoneInfoFile object and returns that.
-
-    :param new_instance:
-        If ``True``, a new instance of :class:`ZoneInfoFile` is instantiated and
-        used as the cached instance for the next call. Otherwise, new instances
-        are created only as necessary.
-
-    :return:
-        Returns a :class:`ZoneInfoFile` object.
-
-    .. versionadded:: 2.6
-    """
-    if new_instance:
-        zif = None
-    else:
-        zif = getattr(get_zonefile_instance, '_cached_instance', None)
-
-    if zif is None:
-        zif = ZoneInfoFile(getzoneinfofile_stream())
-
-        get_zonefile_instance._cached_instance = zif
-
-    return zif
-
-
-def gettz(name):
-    """
-    This retrieves a time zone from the local zoneinfo tarball that is packaged
-    with dateutil.
-
-    :param name:
-        An IANA-style time zone name, as found in the zoneinfo file.
-
-    :return:
-        Returns a :class:`dateutil.tz.tzfile` time zone object.
-
-    .. warning::
-        It is generally inadvisable to use this function, and it is only
-        provided for API compatibility with earlier versions. This is *not*
-        equivalent to ``dateutil.tz.gettz()``, which selects an appropriate
-        time zone based on the inputs, favoring system zoneinfo. This is ONLY
-        for accessing the dateutil-specific zoneinfo (which may be out of
-        date compared to the system zoneinfo).
-
-    .. deprecated:: 2.6
-        If you need to use a specific zoneinfofile over the system zoneinfo,
-        instantiate a :class:`dateutil.zoneinfo.ZoneInfoFile` object and call
-        :func:`dateutil.zoneinfo.ZoneInfoFile.get(name)` instead.
-
-        Use :func:`get_zonefile_instance` to retrieve an instance of the
-        dateutil-provided zoneinfo.
-    """
-    warnings.warn("zoneinfo.gettz() will be removed in future versions, "
-                  "to use the dateutil-provided zoneinfo files, instantiate a "
-                  "ZoneInfoFile object and use ZoneInfoFile.zones.get() "
-                  "instead. See the documentation for details.",
-                  DeprecationWarning)
-
-    if len(_CLASS_ZONE_INSTANCE) == 0:
-        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
-    return _CLASS_ZONE_INSTANCE[0].zones.get(name)
-
-
-def gettz_db_metadata():
-    """ Get the zonefile metadata
-
-    See `zonefile_metadata`_
-
-    :returns:
-        A dictionary with the database metadata
-
-    .. deprecated:: 2.6
-        See deprecation warning in :func:`zoneinfo.gettz`. To get metadata,
-        query the attribute ``zoneinfo.ZoneInfoFile.metadata``.
-    """
-    warnings.warn("zoneinfo.gettz_db_metadata() will be removed in future "
-                  "versions, to use the dateutil-provided zoneinfo files, "
-                  "ZoneInfoFile object and query the 'metadata' attribute "
-                  "instead. See the documentation for details.",
-                  DeprecationWarning)
-
-    if len(_CLASS_ZONE_INSTANCE) == 0:
-        _CLASS_ZONE_INSTANCE.append(ZoneInfoFile(getzoneinfofile_stream()))
-    return _CLASS_ZONE_INSTANCE[0].metadata
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz
deleted file mode 100644
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
deleted file mode 100644
index 684c6586f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/dateutil/zoneinfo/rebuild.py
+++ /dev/null
@@ -1,75 +0,0 @@
-import logging
-import os
-import tempfile
-import shutil
-import json
-from subprocess import check_call, check_output
-from tarfile import TarFile
-
-from dateutil.zoneinfo import METADATA_FN, ZONEFILENAME
-
-
-def rebuild(filename, tag=None, format="gz", zonegroups=[], metadata=None):
-    """Rebuild the internal timezone info in dateutil/zoneinfo/zoneinfo*tar*
-
-    filename is the timezone tarball from ``ftp.iana.org/tz``.
-
-    """
-    tmpdir = tempfile.mkdtemp()
-    zonedir = os.path.join(tmpdir, "zoneinfo")
-    moduledir = os.path.dirname(__file__)
-    try:
-        with TarFile.open(filename) as tf:
-            for name in zonegroups:
-                tf.extract(name, tmpdir)
-            filepaths = [os.path.join(tmpdir, n) for n in zonegroups]
-
-            _run_zic(zonedir, filepaths)
-
-        # write metadata file
-        with open(os.path.join(zonedir, METADATA_FN), 'w') as f:
-            json.dump(metadata, f, indent=4, sort_keys=True)
-        target = os.path.join(moduledir, ZONEFILENAME)
-        with TarFile.open(target, "w:%s" % format) as tf:
-            for entry in os.listdir(zonedir):
-                entrypath = os.path.join(zonedir, entry)
-                tf.add(entrypath, entry)
-    finally:
-        shutil.rmtree(tmpdir)
-
-
-def _run_zic(zonedir, filepaths):
-    """Calls the ``zic`` compiler in a compatible way to get a "fat" binary.
-
-    Recent versions of ``zic`` default to ``-b slim``, while older versions
-    don't even have the ``-b`` option (but default to "fat" binaries). The
-    current version of dateutil does not support Version 2+ TZif files, which
-    causes problems when used in conjunction with "slim" binaries, so this
-    function is used to ensure that we always get a "fat" binary.
-    """
-
-    try:
-        help_text = check_output(["zic", "--help"])
-    except OSError as e:
-        _print_on_nosuchfile(e)
-        raise
-
-    if b"-b " in help_text:
-        bloat_args = ["-b", "fat"]
-    else:
-        bloat_args = []
-
-    check_call(["zic"] + bloat_args + ["-d", zonedir] + filepaths)
-
-
-def _print_on_nosuchfile(e):
-    """Print helpful troubleshooting message
-
-    e is an exception raised by subprocess.check_call()
-
-    """
-    if e.errno == 2:
-        logging.error(
-            "Could not find zic. Perhaps you need to install "
-            "libc-bin or some other package that provides it, "
-            "or it's not in your PATH?")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
deleted file mode 100644
index d44697564..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/__init__.py
+++ /dev/null
@@ -1,9 +0,0 @@
-# -*- coding: utf-8 -*-
-from .events import Events, EventsException
-
-__version__ = '0.5'
-
-__all__ = [
-    Events.__name__,
-    EventsException.__name__,
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
deleted file mode 100644
index 082c0ecac..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/events.py
+++ /dev/null
@@ -1,120 +0,0 @@
-# -*- coding: utf-8 -*-
-
-"""
-    Events
-    ~~~~~~
-
-    Implements C#-Style Events.
-
-    Derived from the original work by Zoran Isailovski:
-    http://code.activestate.com/recipes/410686/ - Copyright (c) 2005
-
-    :copyright: (c) 2014-2017 by Nicola Iarocci.
-    :license: BSD, see LICENSE for more details.
-"""
-
-
-class _EventSlot:
-    def __init__(self, name):
-        self.targets = []
-        self.__name__ = name
-
-    def __repr__(self):
-        return "event '%s'" % self.__name__
-
-    def __call__(self, *a, **kw):
-        for f in tuple(self.targets):
-            f(*a, **kw)
-
-    def __iadd__(self, f):
-        self.targets.append(f)
-        return self
-
-    def __isub__(self, f):
-        while f in self.targets:
-            self.targets.remove(f)
-        return self
-
-    def __len__(self):
-        return len(self.targets)
-
-    def __iter__(self):
-        def gen():
-            for target in self.targets:
-                yield target
-        return gen()
-
-    def __getitem__(self, key):
-        return self.targets[key]
-
-
-class EventsException(Exception):
-    pass
-
-
-class Events:
-    """
-    Encapsulates the core to event subscription and event firing, and feels
-    like a "natural" part of the language.
-
-    The class Events is there mainly for 3 reasons:
-
-        - Events (Slots) are added automatically, so there is no need to
-        declare/create them separately. This is great for prototyping. (Note
-        that `__events__` is optional and should primarilly help detect
-        misspelled event names.)
-        - To provide (and encapsulate) some level of introspection.
-        - To "steel the name" and hereby remove unneeded redundancy in a call
-        like:
-
-            xxx.OnChange = event('OnChange')
-    """
-    def __init__(self, events=None, event_slot_cls=_EventSlot):
-        self.__event_slot_cls__ = event_slot_cls
-
-        if events is not None:
-
-            try:
-                for _ in events:
-                    break
-            except:
-                raise AttributeError("type object %s is not iterable" %
-                                     (type(events)))
-            else:
-                self.__events__ = events
-
-    def __getattr__(self, name):
-        if name.startswith('__'):
-            raise AttributeError("type object '%s' has no attribute '%s'" %
-                                 (self.__class__.__name__, name))
-
-        if hasattr(self, '__events__'):
-            if name not in self.__events__:
-                raise EventsException("Event '%s' is not declared" % name)
-
-        elif hasattr(self.__class__, '__events__'):
-            if name not in self.__class__.__events__:
-                raise EventsException("Event '%s' is not declared" % name)
-
-        self.__dict__[name] = ev = self.__event_slot_cls__(name)
-        return ev
-
-    def __getitem__(self, item):
-        return self.__dict__[item]
-
-    def __repr__(self):
-        return '<%s.%s object at %s>' % (self.__class__.__module__,
-                                         self.__class__.__name__,
-                                         hex(id(self)))
-
-    __str__ = __repr__
-
-    def __len__(self):
-        return len(list(self.__iter__()))
-
-    def __iter__(self):
-        def gen(dictitems=self.__dict__.items()):
-            for attr, val in dictitems:
-                if isinstance(val, self.__event_slot_cls__):
-                    yield val
-        return gen()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
deleted file mode 100644
index da7f94c44..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/events/tests/tests.py
+++ /dev/null
@@ -1,178 +0,0 @@
-# -*- coding: utf-8 -*-
-
-import unittest
-import events
-from events import Events, EventsException
-
-
-class TestBase(unittest.TestCase):
-    def setUp(self):
-        self.events = Events()
-
-    def callback1(self):
-        pass
-
-    def callback2(self):
-        pass
-
-    def callback3(self):
-        pass
-
-
-class TestEvents(TestBase):
-    def test_getattr(self):
-        class MyEvents(Events):
-            __events__ = ('on_eventOne', )
-
-        try:
-            MyEvents().on_eventNotOne += self.callback1
-        except EventsException:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
-
-        try:
-            self.events.on_eventNotOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-    def test_len(self):
-        # We want __events__ to be set to verify that it is not counted as
-        # part of __len__.
-        self.events = Events(events=("on_change", "on_get"))
-        self.events.on_change += self.callback1
-        self.events.on_get += self.callback2
-        self.assertEqual(len(self.events), 2)
-
-    def test_iter(self):
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_edit += self.callback1
-        i = 0
-        for event in self.events:
-            i += 1
-            self.assertTrue(isinstance(event, events.events._EventSlot))
-        self.assertEqual(i, 2)
-
-    def test_iter_custom_event_slot_cls(self):
-        class CustomEventSlot(events.events._EventSlot):
-            pass
-        self.events = Events(event_slot_cls=CustomEventSlot)
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_edit += self.callback1
-        i = 0
-        for event in self.events:
-            i += 1
-            self.assertTrue(isinstance(event, CustomEventSlot))
-        self.assertEqual(i, 2)
-
-    def test_event_slot_cls_default(self):
-        self.assertEqual(
-            events.events._EventSlot, self.events.__event_slot_cls__)
-
-    def test_event_slot_cls_custom(self):
-        class CustomEventSlot(events.events._EventSlot):
-            pass
-
-        custom = Events(event_slot_cls=CustomEventSlot)
-        self.assertEqual(CustomEventSlot, custom.__event_slot_cls__)
-
-
-class TestEventSlot(TestBase):
-    def setUp(self):
-        super(TestEventSlot, self).setUp()
-        self.events.on_change += self.callback1
-        self.events.on_change += self.callback2
-        self.events.on_change += self.callback3
-        self.events.on_edit += self.callback3
-
-    def test_type(self):
-        ev = self.events.on_change
-        self.assertTrue(isinstance(ev, events.events._EventSlot))
-        self.assertEqual(ev.__name__, 'on_change')
-
-    def test_len(self):
-        self.assertEqual(len(self.events.on_change), 3)
-        self.assertEqual(len(self.events.on_edit), 1)
-
-    def test_repr(self):
-        ev = self.events.on_change
-        self.assertEqual(ev.__repr__(), "event 'on_change'")
-
-    def test_iter(self):
-        ev = self.events.on_change
-        self.assertEqual(len(ev), 3)
-        i = 0
-        for target in ev:
-            i += 1
-            self.assertEqual(target.__name__, 'callback%d' % i)
-
-    def test_getitem(self):
-        ev = self.events.on_edit
-        self.assertEqual(len(ev), 1)
-        self.assertTrue(ev[0].__name__, 'callback3')
-        try:
-            ev[1]
-        except IndexError:
-            pass
-        else:
-            self.fail("IndexError expected.")
-        self.assertIs(ev, self.events["on_edit"])
-        self.assertIsNot(ev, self.events["on_change"])
-        try:
-            self.events["on_nonexistent_event"]
-        except KeyError:
-            pass
-        else:
-            self.fail("KeyError expected.")
-
-    def test_isub(self):
-        self.events.on_change -= self.callback1
-        ev = self.events.on_change
-        self.assertEqual(len(ev), 2)
-        self.assertEqual(ev[0].__name__, 'callback2')
-        self.assertEqual(ev[1].__name__, 'callback3')
-
-
-class TestInstanceEvents(TestBase):
-
-    def test_getattr(self):
-
-        MyEvents = Events(('on_eventOne', ))
-
-        try:
-            MyEvents.on_eventOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-        try:
-            MyEvents.on_eventNotOne += self.callback1
-        except EventsException:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
-
-        try:
-            self.events.on_eventNotOne += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-    def test_instance_restriction(self):
-
-        class MyEvents(Events):
-            __events__ = ('on_eventOne', 'on_eventTwo')
-
-        MyRestrictedInstance = MyEvents(('on_everyTwo', ))
-
-        try:
-            MyRestrictedInstance.on_everyTwo += self.callback1
-        except:
-            self.fail("Exception raised but not expected.")
-
-        try:
-            MyRestrictedInstance.on_everyOne += self.callback1
-        except:
-            pass
-        else:
-            self.fail("'EventsException' expected and not raised.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
deleted file mode 100644
index 19b6b4524..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/LICENSE.md
+++ /dev/null
@@ -1,31 +0,0 @@
-BSD 3-Clause License
-
-Copyright (c) 2013-2024, Kim Davies and contributors.
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are
-met:
-
-1. Redistributions of source code must retain the above copyright
-   notice, this list of conditions and the following disclaimer.
-
-2. Redistributions in binary form must reproduce the above copyright
-   notice, this list of conditions and the following disclaimer in the
-   documentation and/or other materials provided with the distribution.
-
-3. Neither the name of the copyright holder nor the names of its
-   contributors may be used to endorse or promote products derived from
-   this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
-HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
-SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
-TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
deleted file mode 100644
index b28f6ecdd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/METADATA
+++ /dev/null
@@ -1,243 +0,0 @@
-Metadata-Version: 2.1
-Name: idna
-Version: 3.7
-Summary: Internationalized Domain Names in Applications (IDNA)
-Author-email: Kim Davies <kim+pypi@gumleaf.org>
-Requires-Python: >=3.5
-Description-Content-Type: text/x-rst
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: Intended Audience :: System Administrators
-Classifier: License :: OSI Approved :: BSD License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: Name Service (DNS)
-Classifier: Topic :: Software Development :: Libraries :: Python Modules
-Classifier: Topic :: Utilities
-Project-URL: Changelog, https://github.com/kjd/idna/blob/master/HISTORY.rst
-Project-URL: Issue tracker, https://github.com/kjd/idna/issues
-Project-URL: Source, https://github.com/kjd/idna
-
-Internationalized Domain Names in Applications (IDNA)
-=====================================================
-
-Support for the Internationalized Domain Names in
-Applications (IDNA) protocol as specified in `RFC 5891
-<https://tools.ietf.org/html/rfc5891>`_. This is the latest version of
-the protocol and is sometimes referred to as “IDNA 2008”.
-
-This library also provides support for Unicode Technical
-Standard 46, `Unicode IDNA Compatibility Processing
-<https://unicode.org/reports/tr46/>`_.
-
-This acts as a suitable replacement for the “encodings.idna”
-module that comes with the Python standard library, but which
-only supports the older superseded IDNA specification (`RFC 3490
-<https://tools.ietf.org/html/rfc3490>`_).
-
-Basic functions are simply executed:
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('ドメイン.テスト')
-    b'xn--eckwd4c7c.xn--zckzah'
-    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
-    ドメイン.テスト
-
-
-Installation
-------------
-
-This package is available for installation from PyPI:
-
-.. code-block:: bash
-
-    $ python3 -m pip install idna
-
-
-Usage
------
-
-For typical usage, the ``encode`` and ``decode`` functions will take a
-domain name argument and perform a conversion to A-labels or U-labels
-respectively.
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('ドメイン.テスト')
-    b'xn--eckwd4c7c.xn--zckzah'
-    >>> print(idna.decode('xn--eckwd4c7c.xn--zckzah'))
-    ドメイン.テスト
-
-You may use the codec encoding and decoding methods using the
-``idna.codec`` module:
-
-.. code-block:: pycon
-
-    >>> import idna.codec
-    >>> print('домен.испытание'.encode('idna2008'))
-    b'xn--d1acufc.xn--80akhbyknj4f'
-    >>> print(b'xn--d1acufc.xn--80akhbyknj4f'.decode('idna2008'))
-    домен.испытание
-
-Conversions can be applied at a per-label basis using the ``ulabel`` or
-``alabel`` functions if necessary:
-
-.. code-block:: pycon
-
-    >>> idna.alabel('测试')
-    b'xn--0zwm56d'
-
-Compatibility Mapping (UTS #46)
-+++++++++++++++++++++++++++++++
-
-As described in `RFC 5895 <https://tools.ietf.org/html/rfc5895>`_, the
-IDNA specification does not normalize input from different potential
-ways a user may input a domain name. This functionality, known as
-a “mapping”, is considered by the specification to be a local
-user-interface issue distinct from IDNA conversion functionality.
-
-This library provides one such mapping that was developed by the
-Unicode Consortium. Known as `Unicode IDNA Compatibility Processing
-<https://unicode.org/reports/tr46/>`_, it provides for both a regular
-mapping for typical applications, as well as a transitional mapping to
-help migrate from older IDNA 2003 applications.
-
-For example, “Königsgäßchen” is not a permissible label as *LATIN
-CAPITAL LETTER K* is not allowed (nor are capital letters in general).
-UTS 46 will convert this into lower case prior to applying the IDNA
-conversion.
-
-.. code-block:: pycon
-
-    >>> import idna
-    >>> idna.encode('Königsgäßchen')
-    ...
-    idna.core.InvalidCodepoint: Codepoint U+004B at position 1 of 'Königsgäßchen' not allowed
-    >>> idna.encode('Königsgäßchen', uts46=True)
-    b'xn--knigsgchen-b4a3dun'
-    >>> print(idna.decode('xn--knigsgchen-b4a3dun'))
-    königsgäßchen
-
-Transitional processing provides conversions to help transition from
-the older 2003 standard to the current standard. For example, in the
-original IDNA specification, the *LATIN SMALL LETTER SHARP S* (ß) was
-converted into two *LATIN SMALL LETTER S* (ss), whereas in the current
-IDNA specification this conversion is not performed.
-
-.. code-block:: pycon
-
-    >>> idna.encode('Königsgäßchen', uts46=True, transitional=True)
-    'xn--knigsgsschen-lcb0w'
-
-Implementers should use transitional processing with caution, only in
-rare cases where conversion from legacy labels to current labels must be
-performed (i.e. IDNA implementations that pre-date 2008). For typical
-applications that just need to convert labels, transitional processing
-is unlikely to be beneficial and could produce unexpected incompatible
-results.
-
-``encodings.idna`` Compatibility
-++++++++++++++++++++++++++++++++
-
-Function calls from the Python built-in ``encodings.idna`` module are
-mapped to their IDNA 2008 equivalents using the ``idna.compat`` module.
-Simply substitute the ``import`` clause in your code to refer to the new
-module name.
-
-Exceptions
-----------
-
-All errors raised during the conversion following the specification
-should raise an exception derived from the ``idna.IDNAError`` base
-class.
-
-More specific exceptions that may be generated as ``idna.IDNABidiError``
-when the error reflects an illegal combination of left-to-right and
-right-to-left characters in a label; ``idna.InvalidCodepoint`` when
-a specific codepoint is an illegal character in an IDN label (i.e.
-INVALID); and ``idna.InvalidCodepointContext`` when the codepoint is
-illegal based on its positional context (i.e. it is CONTEXTO or CONTEXTJ
-but the contextual requirements are not satisfied.)
-
-Building and Diagnostics
-------------------------
-
-The IDNA and UTS 46 functionality relies upon pre-calculated lookup
-tables for performance. These tables are derived from computing against
-eligibility criteria in the respective standards. These tables are
-computed using the command-line script ``tools/idna-data``.
-
-This tool will fetch relevant codepoint data from the Unicode repository
-and perform the required calculations to identify eligibility. There are
-three main modes:
-
-* ``idna-data make-libdata``. Generates ``idnadata.py`` and
-  ``uts46data.py``, the pre-calculated lookup tables used for IDNA and
-  UTS 46 conversions. Implementers who wish to track this library against
-  a different Unicode version may use this tool to manually generate a
-  different version of the ``idnadata.py`` and ``uts46data.py`` files.
-
-* ``idna-data make-table``. Generate a table of the IDNA disposition
-  (e.g. PVALID, CONTEXTJ, CONTEXTO) in the format found in Appendix
-  B.1 of RFC 5892 and the pre-computed tables published by `IANA
-  <https://www.iana.org/>`_.
-
-* ``idna-data U+0061``. Prints debugging output on the various
-  properties associated with an individual Unicode codepoint (in this
-  case, U+0061), that are used to assess the IDNA and UTS 46 status of a
-  codepoint. This is helpful in debugging or analysis.
-
-The tool accepts a number of arguments, described using ``idna-data
--h``. Most notably, the ``--version`` argument allows the specification
-of the version of Unicode to be used in computing the table data. For
-example, ``idna-data --version 9.0.0 make-libdata`` will generate
-library data against Unicode 9.0.0.
-
-
-Additional Notes
-----------------
-
-* **Packages**. The latest tagged release version is published in the
-  `Python Package Index <https://pypi.org/project/idna/>`_.
-
-* **Version support**. This library supports Python 3.5 and higher.
-  As this library serves as a low-level toolkit for a variety of
-  applications, many of which strive for broad compatibility with older
-  Python versions, there is no rush to remove older interpreter support.
-  Removing support for older versions should be well justified in that the
-  maintenance burden has become too high.
-
-* **Python 2**. Python 2 is supported by version 2.x of this library.
-  While active development of the version 2.x series has ended, notable
-  issues being corrected may be backported to 2.x. Use "idna<3" in your
-  requirements file if you need this library for a Python 2 application.
-
-* **Testing**. The library has a test suite based on each rule of the
-  IDNA specification, as well as tests that are provided as part of the
-  Unicode Technical Standard 46, `Unicode IDNA Compatibility Processing
-  <https://unicode.org/reports/tr46/>`_.
-
-* **Emoji**. It is an occasional request to support emoji domains in
-  this library. Encoding of symbols like emoji is expressly prohibited by
-  the technical standard IDNA 2008 and emoji domains are broadly phased
-  out across the domain industry due to associated security risks. For
-  now, applications that need to support these non-compliant labels
-  may wish to consider trying the encode/decode operation in this library
-  first, and then falling back to using `encodings.idna`. See `the Github
-  project <https://github.com/kjd/idna/issues/18>`_ for more discussion.
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
deleted file mode 100644
index bf84d3918..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/RECORD
+++ /dev/null
@@ -1,22 +0,0 @@
-idna-3.7.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-idna-3.7.dist-info/LICENSE.md,sha256=pZ8LDvNjWHQQmkRhykT_enDVBpboFHZ7-vch1Mmw2w8,1541
-idna-3.7.dist-info/METADATA,sha256=OixCk-dKLZkPy-MfviOmiPvwJ1O2K_8rqCrFjC_uxy4,9888
-idna-3.7.dist-info/RECORD,,
-idna-3.7.dist-info/WHEEL,sha256=EZbGkh7Ie4PoZfRQ8I0ZuP9VklN_TvcZ6DSE5Uar4z4,81
-idna/__init__.py,sha256=KJQN1eQBr8iIK5SKrJ47lXvxG0BJ7Lm38W4zT0v_8lk,849
-idna/__pycache__/__init__.cpython-311.pyc,,
-idna/__pycache__/codec.cpython-311.pyc,,
-idna/__pycache__/compat.cpython-311.pyc,,
-idna/__pycache__/core.cpython-311.pyc,,
-idna/__pycache__/idnadata.cpython-311.pyc,,
-idna/__pycache__/intranges.cpython-311.pyc,,
-idna/__pycache__/package_data.cpython-311.pyc,,
-idna/__pycache__/uts46data.cpython-311.pyc,,
-idna/codec.py,sha256=PS6m-XmdST7Wj7J7ulRMakPDt5EBJyYrT3CPtjh-7t4,3426
-idna/compat.py,sha256=0_sOEUMT4CVw9doD3vyRhX80X19PwqFoUBs7gWsFME4,321
-idna/core.py,sha256=lyhpoe2vulEaB_65xhXmoKgO-xUqFDvcwxu5hpNNO4E,12663
-idna/idnadata.py,sha256=dqRwytzkjIHMBa2R1lYvHDwACenZPt8eGVu1Y8UBE-E,78320
-idna/intranges.py,sha256=YBr4fRYuWH7kTKS2tXlFjM24ZF1Pdvcir-aywniInqg,1881
-idna/package_data.py,sha256=Tkt0KnIeyIlnHddOaz9WSkkislNgokJAuE-p5GorMqo,21
-idna/py.typed,sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU,0
-idna/uts46data.py,sha256=1KuksWqLuccPXm2uyRVkhfiFLNIhM_H2m4azCcnOqEU,206503
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
deleted file mode 100644
index 3b5e64b5e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna-3.7.dist-info/WHEEL
+++ /dev/null
@@ -1,4 +0,0 @@
-Wheel-Version: 1.0
-Generator: flit 3.9.0
-Root-Is-Purelib: true
-Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
deleted file mode 100644
index a40eeafcc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/__init__.py
+++ /dev/null
@@ -1,44 +0,0 @@
-from .package_data import __version__
-from .core import (
-    IDNABidiError,
-    IDNAError,
-    InvalidCodepoint,
-    InvalidCodepointContext,
-    alabel,
-    check_bidi,
-    check_hyphen_ok,
-    check_initial_combiner,
-    check_label,
-    check_nfc,
-    decode,
-    encode,
-    ulabel,
-    uts46_remap,
-    valid_contextj,
-    valid_contexto,
-    valid_label_length,
-    valid_string_length,
-)
-from .intranges import intranges_contain
-
-__all__ = [
-    "IDNABidiError",
-    "IDNAError",
-    "InvalidCodepoint",
-    "InvalidCodepointContext",
-    "alabel",
-    "check_bidi",
-    "check_hyphen_ok",
-    "check_initial_combiner",
-    "check_label",
-    "check_nfc",
-    "decode",
-    "encode",
-    "intranges_contain",
-    "ulabel",
-    "uts46_remap",
-    "valid_contextj",
-    "valid_contexto",
-    "valid_label_length",
-    "valid_string_length",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
deleted file mode 100644
index c855a4de6..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/codec.py
+++ /dev/null
@@ -1,118 +0,0 @@
-from .core import encode, decode, alabel, ulabel, IDNAError
-import codecs
-import re
-from typing import Any, Tuple, Optional
-
-_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
-
-class Codec(codecs.Codec):
-
-    def encode(self, data: str, errors: str = 'strict') -> Tuple[bytes, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return b"", 0
-
-        return encode(data), len(data)
-
-    def decode(self, data: bytes, errors: str = 'strict') -> Tuple[str, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return '', 0
-
-        return decode(data), len(data)
-
-class IncrementalEncoder(codecs.BufferedIncrementalEncoder):
-    def _buffer_encode(self, data: str, errors: str, final: bool) -> Tuple[bytes, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return b'', 0
-
-        labels = _unicode_dots_re.split(data)
-        trailing_dot = b''
-        if labels:
-            if not labels[-1]:
-                trailing_dot = b'.'
-                del labels[-1]
-            elif not final:
-                # Keep potentially unfinished label until the next call
-                del labels[-1]
-                if labels:
-                    trailing_dot = b'.'
-
-        result = []
-        size = 0
-        for label in labels:
-            result.append(alabel(label))
-            if size:
-                size += 1
-            size += len(label)
-
-        # Join with U+002E
-        result_bytes = b'.'.join(result) + trailing_dot
-        size += len(trailing_dot)
-        return result_bytes, size
-
-class IncrementalDecoder(codecs.BufferedIncrementalDecoder):
-    def _buffer_decode(self, data: Any, errors: str, final: bool) -> Tuple[str, int]:
-        if errors != 'strict':
-            raise IDNAError('Unsupported error handling \"{}\"'.format(errors))
-
-        if not data:
-            return ('', 0)
-
-        if not isinstance(data, str):
-            data = str(data, 'ascii')
-
-        labels = _unicode_dots_re.split(data)
-        trailing_dot = ''
-        if labels:
-            if not labels[-1]:
-                trailing_dot = '.'
-                del labels[-1]
-            elif not final:
-                # Keep potentially unfinished label until the next call
-                del labels[-1]
-                if labels:
-                    trailing_dot = '.'
-
-        result = []
-        size = 0
-        for label in labels:
-            result.append(ulabel(label))
-            if size:
-                size += 1
-            size += len(label)
-
-        result_str = '.'.join(result) + trailing_dot
-        size += len(trailing_dot)
-        return (result_str, size)
-
-
-class StreamWriter(Codec, codecs.StreamWriter):
-    pass
-
-
-class StreamReader(Codec, codecs.StreamReader):
-    pass
-
-
-def search_function(name: str) -> Optional[codecs.CodecInfo]:
-    if name != 'idna2008':
-        return None
-    return codecs.CodecInfo(
-        name=name,
-        encode=Codec().encode,
-        decode=Codec().decode,
-        incrementalencoder=IncrementalEncoder,
-        incrementaldecoder=IncrementalDecoder,
-        streamwriter=StreamWriter,
-        streamreader=StreamReader,
-    )
-
-codecs.register(search_function)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
deleted file mode 100644
index 786e6bda6..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/compat.py
+++ /dev/null
@@ -1,13 +0,0 @@
-from .core import *
-from .codec import *
-from typing import Any, Union
-
-def ToASCII(label: str) -> bytes:
-    return encode(label)
-
-def ToUnicode(label: Union[bytes, bytearray]) -> str:
-    return decode(label)
-
-def nameprep(s: Any) -> None:
-    raise NotImplementedError('IDNA 2008 does not utilise nameprep protocol')
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
deleted file mode 100644
index 0dae61acd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/core.py
+++ /dev/null
@@ -1,395 +0,0 @@
-from . import idnadata
-import bisect
-import unicodedata
-import re
-from typing import Union, Optional
-from .intranges import intranges_contain
-
-_virama_combining_class = 9
-_alabel_prefix = b'xn--'
-_unicode_dots_re = re.compile('[\u002e\u3002\uff0e\uff61]')
-
-class IDNAError(UnicodeError):
-    """ Base exception for all IDNA-encoding related problems """
-    pass
-
-
-class IDNABidiError(IDNAError):
-    """ Exception when bidirectional requirements are not satisfied """
-    pass
-
-
-class InvalidCodepoint(IDNAError):
-    """ Exception when a disallowed or unallocated codepoint is used """
-    pass
-
-
-class InvalidCodepointContext(IDNAError):
-    """ Exception when the codepoint is not valid in the context it is used """
-    pass
-
-
-def _combining_class(cp: int) -> int:
-    v = unicodedata.combining(chr(cp))
-    if v == 0:
-        if not unicodedata.name(chr(cp)):
-            raise ValueError('Unknown character in unicodedata')
-    return v
-
-def _is_script(cp: str, script: str) -> bool:
-    return intranges_contain(ord(cp), idnadata.scripts[script])
-
-def _punycode(s: str) -> bytes:
-    return s.encode('punycode')
-
-def _unot(s: int) -> str:
-    return 'U+{:04X}'.format(s)
-
-
-def valid_label_length(label: Union[bytes, str]) -> bool:
-    if len(label) > 63:
-        return False
-    return True
-
-
-def valid_string_length(label: Union[bytes, str], trailing_dot: bool) -> bool:
-    if len(label) > (254 if trailing_dot else 253):
-        return False
-    return True
-
-
-def check_bidi(label: str, check_ltr: bool = False) -> bool:
-    # Bidi rules should only be applied if string contains RTL characters
-    bidi_label = False
-    for (idx, cp) in enumerate(label, 1):
-        direction = unicodedata.bidirectional(cp)
-        if direction == '':
-            # String likely comes from a newer version of Unicode
-            raise IDNABidiError('Unknown directionality in label {} at position {}'.format(repr(label), idx))
-        if direction in ['R', 'AL', 'AN']:
-            bidi_label = True
-    if not bidi_label and not check_ltr:
-        return True
-
-    # Bidi rule 1
-    direction = unicodedata.bidirectional(label[0])
-    if direction in ['R', 'AL']:
-        rtl = True
-    elif direction == 'L':
-        rtl = False
-    else:
-        raise IDNABidiError('First codepoint in label {} must be directionality L, R or AL'.format(repr(label)))
-
-    valid_ending = False
-    number_type = None  # type: Optional[str]
-    for (idx, cp) in enumerate(label, 1):
-        direction = unicodedata.bidirectional(cp)
-
-        if rtl:
-            # Bidi rule 2
-            if not direction in ['R', 'AL', 'AN', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
-                raise IDNABidiError('Invalid direction for codepoint at position {} in a right-to-left label'.format(idx))
-            # Bidi rule 3
-            if direction in ['R', 'AL', 'EN', 'AN']:
-                valid_ending = True
-            elif direction != 'NSM':
-                valid_ending = False
-            # Bidi rule 4
-            if direction in ['AN', 'EN']:
-                if not number_type:
-                    number_type = direction
-                else:
-                    if number_type != direction:
-                        raise IDNABidiError('Can not mix numeral types in a right-to-left label')
-        else:
-            # Bidi rule 5
-            if not direction in ['L', 'EN', 'ES', 'CS', 'ET', 'ON', 'BN', 'NSM']:
-                raise IDNABidiError('Invalid direction for codepoint at position {} in a left-to-right label'.format(idx))
-            # Bidi rule 6
-            if direction in ['L', 'EN']:
-                valid_ending = True
-            elif direction != 'NSM':
-                valid_ending = False
-
-    if not valid_ending:
-        raise IDNABidiError('Label ends with illegal codepoint directionality')
-
-    return True
-
-
-def check_initial_combiner(label: str) -> bool:
-    if unicodedata.category(label[0])[0] == 'M':
-        raise IDNAError('Label begins with an illegal combining character')
-    return True
-
-
-def check_hyphen_ok(label: str) -> bool:
-    if label[2:4] == '--':
-        raise IDNAError('Label has disallowed hyphens in 3rd and 4th position')
-    if label[0] == '-' or label[-1] == '-':
-        raise IDNAError('Label must not start or end with a hyphen')
-    return True
-
-
-def check_nfc(label: str) -> None:
-    if unicodedata.normalize('NFC', label) != label:
-        raise IDNAError('Label must be in Normalization Form C')
-
-
-def valid_contextj(label: str, pos: int) -> bool:
-    cp_value = ord(label[pos])
-
-    if cp_value == 0x200c:
-
-        if pos > 0:
-            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
-                return True
-
-        ok = False
-        for i in range(pos-1, -1, -1):
-            joining_type = idnadata.joining_types.get(ord(label[i]))
-            if joining_type == ord('T'):
-                continue
-            elif joining_type in [ord('L'), ord('D')]:
-                ok = True
-                break
-            else:
-                break
-
-        if not ok:
-            return False
-
-        ok = False
-        for i in range(pos+1, len(label)):
-            joining_type = idnadata.joining_types.get(ord(label[i]))
-            if joining_type == ord('T'):
-                continue
-            elif joining_type in [ord('R'), ord('D')]:
-                ok = True
-                break
-            else:
-                break
-        return ok
-
-    if cp_value == 0x200d:
-
-        if pos > 0:
-            if _combining_class(ord(label[pos - 1])) == _virama_combining_class:
-                return True
-        return False
-
-    else:
-
-        return False
-
-
-def valid_contexto(label: str, pos: int, exception: bool = False) -> bool:
-    cp_value = ord(label[pos])
-
-    if cp_value == 0x00b7:
-        if 0 < pos < len(label)-1:
-            if ord(label[pos - 1]) == 0x006c and ord(label[pos + 1]) == 0x006c:
-                return True
-        return False
-
-    elif cp_value == 0x0375:
-        if pos < len(label)-1 and len(label) > 1:
-            return _is_script(label[pos + 1], 'Greek')
-        return False
-
-    elif cp_value == 0x05f3 or cp_value == 0x05f4:
-        if pos > 0:
-            return _is_script(label[pos - 1], 'Hebrew')
-        return False
-
-    elif cp_value == 0x30fb:
-        for cp in label:
-            if cp == '\u30fb':
-                continue
-            if _is_script(cp, 'Hiragana') or _is_script(cp, 'Katakana') or _is_script(cp, 'Han'):
-                return True
-        return False
-
-    elif 0x660 <= cp_value <= 0x669:
-        for cp in label:
-            if 0x6f0 <= ord(cp) <= 0x06f9:
-                return False
-        return True
-
-    elif 0x6f0 <= cp_value <= 0x6f9:
-        for cp in label:
-            if 0x660 <= ord(cp) <= 0x0669:
-                return False
-        return True
-
-    return False
-
-
-def check_label(label: Union[str, bytes, bytearray]) -> None:
-    if isinstance(label, (bytes, bytearray)):
-        label = label.decode('utf-8')
-    if len(label) == 0:
-        raise IDNAError('Empty Label')
-
-    check_nfc(label)
-    check_hyphen_ok(label)
-    check_initial_combiner(label)
-
-    for (pos, cp) in enumerate(label):
-        cp_value = ord(cp)
-        if intranges_contain(cp_value, idnadata.codepoint_classes['PVALID']):
-            continue
-        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTJ']):
-            if not valid_contextj(label, pos):
-                raise InvalidCodepointContext('Joiner {} not allowed at position {} in {}'.format(
-                    _unot(cp_value), pos+1, repr(label)))
-        elif intranges_contain(cp_value, idnadata.codepoint_classes['CONTEXTO']):
-            if not valid_contexto(label, pos):
-                raise InvalidCodepointContext('Codepoint {} not allowed at position {} in {}'.format(_unot(cp_value), pos+1, repr(label)))
-        else:
-            raise InvalidCodepoint('Codepoint {} at position {} of {} not allowed'.format(_unot(cp_value), pos+1, repr(label)))
-
-    check_bidi(label)
-
-
-def alabel(label: str) -> bytes:
-    try:
-        label_bytes = label.encode('ascii')
-        ulabel(label_bytes)
-        if not valid_label_length(label_bytes):
-            raise IDNAError('Label too long')
-        return label_bytes
-    except UnicodeEncodeError:
-        pass
-
-    check_label(label)
-    label_bytes = _alabel_prefix + _punycode(label)
-
-    if not valid_label_length(label_bytes):
-        raise IDNAError('Label too long')
-
-    return label_bytes
-
-
-def ulabel(label: Union[str, bytes, bytearray]) -> str:
-    if not isinstance(label, (bytes, bytearray)):
-        try:
-            label_bytes = label.encode('ascii')
-        except UnicodeEncodeError:
-            check_label(label)
-            return label
-    else:
-        label_bytes = label
-
-    label_bytes = label_bytes.lower()
-    if label_bytes.startswith(_alabel_prefix):
-        label_bytes = label_bytes[len(_alabel_prefix):]
-        if not label_bytes:
-            raise IDNAError('Malformed A-label, no Punycode eligible content found')
-        if label_bytes.decode('ascii')[-1] == '-':
-            raise IDNAError('A-label must not end with a hyphen')
-    else:
-        check_label(label_bytes)
-        return label_bytes.decode('ascii')
-
-    try:
-        label = label_bytes.decode('punycode')
-    except UnicodeError:
-        raise IDNAError('Invalid A-label')
-    check_label(label)
-    return label
-
-
-def uts46_remap(domain: str, std3_rules: bool = True, transitional: bool = False) -> str:
-    """Re-map the characters in the string according to UTS46 processing."""
-    from .uts46data import uts46data
-    output = ''
-
-    for pos, char in enumerate(domain):
-        code_point = ord(char)
-        try:
-            uts46row = uts46data[code_point if code_point < 256 else
-                bisect.bisect_left(uts46data, (code_point, 'Z')) - 1]
-            status = uts46row[1]
-            replacement = None  # type: Optional[str]
-            if len(uts46row) == 3:
-                replacement = uts46row[2]
-            if (status == 'V' or
-                    (status == 'D' and not transitional) or
-                    (status == '3' and not std3_rules and replacement is None)):
-                output += char
-            elif replacement is not None and (status == 'M' or
-                    (status == '3' and not std3_rules) or
-                    (status == 'D' and transitional)):
-                output += replacement
-            elif status != 'I':
-                raise IndexError()
-        except IndexError:
-            raise InvalidCodepoint(
-                'Codepoint {} not allowed at position {} in {}'.format(
-                _unot(code_point), pos + 1, repr(domain)))
-
-    return unicodedata.normalize('NFC', output)
-
-
-def encode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False, transitional: bool = False) -> bytes:
-    if not isinstance(s, str):
-        try:
-            s = str(s, 'ascii')
-        except UnicodeDecodeError:
-            raise IDNAError('should pass a unicode string to the function rather than a byte string.')
-    if uts46:
-        s = uts46_remap(s, std3_rules, transitional)
-    trailing_dot = False
-    result = []
-    if strict:
-        labels = s.split('.')
-    else:
-        labels = _unicode_dots_re.split(s)
-    if not labels or labels == ['']:
-        raise IDNAError('Empty domain')
-    if labels[-1] == '':
-        del labels[-1]
-        trailing_dot = True
-    for label in labels:
-        s = alabel(label)
-        if s:
-            result.append(s)
-        else:
-            raise IDNAError('Empty label')
-    if trailing_dot:
-        result.append(b'')
-    s = b'.'.join(result)
-    if not valid_string_length(s, trailing_dot):
-        raise IDNAError('Domain too long')
-    return s
-
-
-def decode(s: Union[str, bytes, bytearray], strict: bool = False, uts46: bool = False, std3_rules: bool = False) -> str:
-    try:
-        if not isinstance(s, str):
-            s = str(s, 'ascii')
-    except UnicodeDecodeError:
-        raise IDNAError('Invalid ASCII in A-label')
-    if uts46:
-        s = uts46_remap(s, std3_rules, False)
-    trailing_dot = False
-    result = []
-    if not strict:
-        labels = _unicode_dots_re.split(s)
-    else:
-        labels = s.split('.')
-    if not labels or labels == ['']:
-        raise IDNAError('Empty domain')
-    if not labels[-1]:
-        del labels[-1]
-        trailing_dot = True
-    for label in labels:
-        s = ulabel(label)
-        if s:
-            result.append(s)
-        else:
-            raise IDNAError('Empty label')
-    if trailing_dot:
-        result.append('')
-    return '.'.join(result)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
deleted file mode 100644
index c61dcf977..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/idnadata.py
+++ /dev/null
@@ -1,4245 +0,0 @@
-# This file is automatically generated by tools/idna-data
-
-__version__ = '15.1.0'
-scripts = {
-    'Greek': (
-        0x37000000374,
-        0x37500000378,
-        0x37a0000037e,
-        0x37f00000380,
-        0x38400000385,
-        0x38600000387,
-        0x3880000038b,
-        0x38c0000038d,
-        0x38e000003a2,
-        0x3a3000003e2,
-        0x3f000000400,
-        0x1d2600001d2b,
-        0x1d5d00001d62,
-        0x1d6600001d6b,
-        0x1dbf00001dc0,
-        0x1f0000001f16,
-        0x1f1800001f1e,
-        0x1f2000001f46,
-        0x1f4800001f4e,
-        0x1f5000001f58,
-        0x1f5900001f5a,
-        0x1f5b00001f5c,
-        0x1f5d00001f5e,
-        0x1f5f00001f7e,
-        0x1f8000001fb5,
-        0x1fb600001fc5,
-        0x1fc600001fd4,
-        0x1fd600001fdc,
-        0x1fdd00001ff0,
-        0x1ff200001ff5,
-        0x1ff600001fff,
-        0x212600002127,
-        0xab650000ab66,
-        0x101400001018f,
-        0x101a0000101a1,
-        0x1d2000001d246,
-    ),
-    'Han': (
-        0x2e8000002e9a,
-        0x2e9b00002ef4,
-        0x2f0000002fd6,
-        0x300500003006,
-        0x300700003008,
-        0x30210000302a,
-        0x30380000303c,
-        0x340000004dc0,
-        0x4e000000a000,
-        0xf9000000fa6e,
-        0xfa700000fada,
-        0x16fe200016fe4,
-        0x16ff000016ff2,
-        0x200000002a6e0,
-        0x2a7000002b73a,
-        0x2b7400002b81e,
-        0x2b8200002cea2,
-        0x2ceb00002ebe1,
-        0x2ebf00002ee5e,
-        0x2f8000002fa1e,
-        0x300000003134b,
-        0x31350000323b0,
-    ),
-    'Hebrew': (
-        0x591000005c8,
-        0x5d0000005eb,
-        0x5ef000005f5,
-        0xfb1d0000fb37,
-        0xfb380000fb3d,
-        0xfb3e0000fb3f,
-        0xfb400000fb42,
-        0xfb430000fb45,
-        0xfb460000fb50,
-    ),
-    'Hiragana': (
-        0x304100003097,
-        0x309d000030a0,
-        0x1b0010001b120,
-        0x1b1320001b133,
-        0x1b1500001b153,
-        0x1f2000001f201,
-    ),
-    'Katakana': (
-        0x30a1000030fb,
-        0x30fd00003100,
-        0x31f000003200,
-        0x32d0000032ff,
-        0x330000003358,
-        0xff660000ff70,
-        0xff710000ff9e,
-        0x1aff00001aff4,
-        0x1aff50001affc,
-        0x1affd0001afff,
-        0x1b0000001b001,
-        0x1b1200001b123,
-        0x1b1550001b156,
-        0x1b1640001b168,
-    ),
-}
-joining_types = {
-    0xad: 84,
-    0x300: 84,
-    0x301: 84,
-    0x302: 84,
-    0x303: 84,
-    0x304: 84,
-    0x305: 84,
-    0x306: 84,
-    0x307: 84,
-    0x308: 84,
-    0x309: 84,
-    0x30a: 84,
-    0x30b: 84,
-    0x30c: 84,
-    0x30d: 84,
-    0x30e: 84,
-    0x30f: 84,
-    0x310: 84,
-    0x311: 84,
-    0x312: 84,
-    0x313: 84,
-    0x314: 84,
-    0x315: 84,
-    0x316: 84,
-    0x317: 84,
-    0x318: 84,
-    0x319: 84,
-    0x31a: 84,
-    0x31b: 84,
-    0x31c: 84,
-    0x31d: 84,
-    0x31e: 84,
-    0x31f: 84,
-    0x320: 84,
-    0x321: 84,
-    0x322: 84,
-    0x323: 84,
-    0x324: 84,
-    0x325: 84,
-    0x326: 84,
-    0x327: 84,
-    0x328: 84,
-    0x329: 84,
-    0x32a: 84,
-    0x32b: 84,
-    0x32c: 84,
-    0x32d: 84,
-    0x32e: 84,
-    0x32f: 84,
-    0x330: 84,
-    0x331: 84,
-    0x332: 84,
-    0x333: 84,
-    0x334: 84,
-    0x335: 84,
-    0x336: 84,
-    0x337: 84,
-    0x338: 84,
-    0x339: 84,
-    0x33a: 84,
-    0x33b: 84,
-    0x33c: 84,
-    0x33d: 84,
-    0x33e: 84,
-    0x33f: 84,
-    0x340: 84,
-    0x341: 84,
-    0x342: 84,
-    0x343: 84,
-    0x344: 84,
-    0x345: 84,
-    0x346: 84,
-    0x347: 84,
-    0x348: 84,
-    0x349: 84,
-    0x34a: 84,
-    0x34b: 84,
-    0x34c: 84,
-    0x34d: 84,
-    0x34e: 84,
-    0x34f: 84,
-    0x350: 84,
-    0x351: 84,
-    0x352: 84,
-    0x353: 84,
-    0x354: 84,
-    0x355: 84,
-    0x356: 84,
-    0x357: 84,
-    0x358: 84,
-    0x359: 84,
-    0x35a: 84,
-    0x35b: 84,
-    0x35c: 84,
-    0x35d: 84,
-    0x35e: 84,
-    0x35f: 84,
-    0x360: 84,
-    0x361: 84,
-    0x362: 84,
-    0x363: 84,
-    0x364: 84,
-    0x365: 84,
-    0x366: 84,
-    0x367: 84,
-    0x368: 84,
-    0x369: 84,
-    0x36a: 84,
-    0x36b: 84,
-    0x36c: 84,
-    0x36d: 84,
-    0x36e: 84,
-    0x36f: 84,
-    0x483: 84,
-    0x484: 84,
-    0x485: 84,
-    0x486: 84,
-    0x487: 84,
-    0x488: 84,
-    0x489: 84,
-    0x591: 84,
-    0x592: 84,
-    0x593: 84,
-    0x594: 84,
-    0x595: 84,
-    0x596: 84,
-    0x597: 84,
-    0x598: 84,
-    0x599: 84,
-    0x59a: 84,
-    0x59b: 84,
-    0x59c: 84,
-    0x59d: 84,
-    0x59e: 84,
-    0x59f: 84,
-    0x5a0: 84,
-    0x5a1: 84,
-    0x5a2: 84,
-    0x5a3: 84,
-    0x5a4: 84,
-    0x5a5: 84,
-    0x5a6: 84,
-    0x5a7: 84,
-    0x5a8: 84,
-    0x5a9: 84,
-    0x5aa: 84,
-    0x5ab: 84,
-    0x5ac: 84,
-    0x5ad: 84,
-    0x5ae: 84,
-    0x5af: 84,
-    0x5b0: 84,
-    0x5b1: 84,
-    0x5b2: 84,
-    0x5b3: 84,
-    0x5b4: 84,
-    0x5b5: 84,
-    0x5b6: 84,
-    0x5b7: 84,
-    0x5b8: 84,
-    0x5b9: 84,
-    0x5ba: 84,
-    0x5bb: 84,
-    0x5bc: 84,
-    0x5bd: 84,
-    0x5bf: 84,
-    0x5c1: 84,
-    0x5c2: 84,
-    0x5c4: 84,
-    0x5c5: 84,
-    0x5c7: 84,
-    0x610: 84,
-    0x611: 84,
-    0x612: 84,
-    0x613: 84,
-    0x614: 84,
-    0x615: 84,
-    0x616: 84,
-    0x617: 84,
-    0x618: 84,
-    0x619: 84,
-    0x61a: 84,
-    0x61c: 84,
-    0x620: 68,
-    0x622: 82,
-    0x623: 82,
-    0x624: 82,
-    0x625: 82,
-    0x626: 68,
-    0x627: 82,
-    0x628: 68,
-    0x629: 82,
-    0x62a: 68,
-    0x62b: 68,
-    0x62c: 68,
-    0x62d: 68,
-    0x62e: 68,
-    0x62f: 82,
-    0x630: 82,
-    0x631: 82,
-    0x632: 82,
-    0x633: 68,
-    0x634: 68,
-    0x635: 68,
-    0x636: 68,
-    0x637: 68,
-    0x638: 68,
-    0x639: 68,
-    0x63a: 68,
-    0x63b: 68,
-    0x63c: 68,
-    0x63d: 68,
-    0x63e: 68,
-    0x63f: 68,
-    0x640: 67,
-    0x641: 68,
-    0x642: 68,
-    0x643: 68,
-    0x644: 68,
-    0x645: 68,
-    0x646: 68,
-    0x647: 68,
-    0x648: 82,
-    0x649: 68,
-    0x64a: 68,
-    0x64b: 84,
-    0x64c: 84,
-    0x64d: 84,
-    0x64e: 84,
-    0x64f: 84,
-    0x650: 84,
-    0x651: 84,
-    0x652: 84,
-    0x653: 84,
-    0x654: 84,
-    0x655: 84,
-    0x656: 84,
-    0x657: 84,
-    0x658: 84,
-    0x659: 84,
-    0x65a: 84,
-    0x65b: 84,
-    0x65c: 84,
-    0x65d: 84,
-    0x65e: 84,
-    0x65f: 84,
-    0x66e: 68,
-    0x66f: 68,
-    0x670: 84,
-    0x671: 82,
-    0x672: 82,
-    0x673: 82,
-    0x675: 82,
-    0x676: 82,
-    0x677: 82,
-    0x678: 68,
-    0x679: 68,
-    0x67a: 68,
-    0x67b: 68,
-    0x67c: 68,
-    0x67d: 68,
-    0x67e: 68,
-    0x67f: 68,
-    0x680: 68,
-    0x681: 68,
-    0x682: 68,
-    0x683: 68,
-    0x684: 68,
-    0x685: 68,
-    0x686: 68,
-    0x687: 68,
-    0x688: 82,
-    0x689: 82,
-    0x68a: 82,
-    0x68b: 82,
-    0x68c: 82,
-    0x68d: 82,
-    0x68e: 82,
-    0x68f: 82,
-    0x690: 82,
-    0x691: 82,
-    0x692: 82,
-    0x693: 82,
-    0x694: 82,
-    0x695: 82,
-    0x696: 82,
-    0x697: 82,
-    0x698: 82,
-    0x699: 82,
-    0x69a: 68,
-    0x69b: 68,
-    0x69c: 68,
-    0x69d: 68,
-    0x69e: 68,
-    0x69f: 68,
-    0x6a0: 68,
-    0x6a1: 68,
-    0x6a2: 68,
-    0x6a3: 68,
-    0x6a4: 68,
-    0x6a5: 68,
-    0x6a6: 68,
-    0x6a7: 68,
-    0x6a8: 68,
-    0x6a9: 68,
-    0x6aa: 68,
-    0x6ab: 68,
-    0x6ac: 68,
-    0x6ad: 68,
-    0x6ae: 68,
-    0x6af: 68,
-    0x6b0: 68,
-    0x6b1: 68,
-    0x6b2: 68,
-    0x6b3: 68,
-    0x6b4: 68,
-    0x6b5: 68,
-    0x6b6: 68,
-    0x6b7: 68,
-    0x6b8: 68,
-    0x6b9: 68,
-    0x6ba: 68,
-    0x6bb: 68,
-    0x6bc: 68,
-    0x6bd: 68,
-    0x6be: 68,
-    0x6bf: 68,
-    0x6c0: 82,
-    0x6c1: 68,
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
deleted file mode 100644
index 6a43b0475..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/intranges.py
+++ /dev/null
@@ -1,54 +0,0 @@
-"""
-Given a list of integers, made up of (hopefully) a small number of long runs
-of consecutive integers, compute a representation of the form
-((start1, end1), (start2, end2) ...). Then answer the question "was x present
-in the original list?" in time O(log(# runs)).
-"""
-
-import bisect
-from typing import List, Tuple
-
-def intranges_from_list(list_: List[int]) -> Tuple[int, ...]:
-    """Represent a list of integers as a sequence of ranges:
-    ((start_0, end_0), (start_1, end_1), ...), such that the original
-    integers are exactly those x such that start_i <= x < end_i for some i.
-
-    Ranges are encoded as single integers (start << 32 | end), not as tuples.
-    """
-
-    sorted_list = sorted(list_)
-    ranges = []
-    last_write = -1
-    for i in range(len(sorted_list)):
-        if i+1 < len(sorted_list):
-            if sorted_list[i] == sorted_list[i+1]-1:
-                continue
-        current_range = sorted_list[last_write+1:i+1]
-        ranges.append(_encode_range(current_range[0], current_range[-1] + 1))
-        last_write = i
-
-    return tuple(ranges)
-
-def _encode_range(start: int, end: int) -> int:
-    return (start << 32) | end
-
-def _decode_range(r: int) -> Tuple[int, int]:
-    return (r >> 32), (r & ((1 << 32) - 1))
-
-
-def intranges_contain(int_: int, ranges: Tuple[int, ...]) -> bool:
-    """Determine if `int_` falls into one of the ranges in `ranges`."""
-    tuple_ = _encode_range(int_, 0)
-    pos = bisect.bisect_left(ranges, tuple_)
-    # we could be immediately ahead of a tuple (start, end)
-    # with start < int_ <= end
-    if pos > 0:
-        left, right = _decode_range(ranges[pos-1])
-        if left <= int_ < right:
-            return True
-    # or we could be immediately behind a tuple (int_, end)
-    if pos < len(ranges):
-        left, _ = _decode_range(ranges[pos])
-        if left == int_:
-            return True
-    return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
deleted file mode 100644
index ed8111336..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/package_data.py
+++ /dev/null
@@ -1,2 +0,0 @@
-__version__ = '3.7'
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
deleted file mode 100644
index 6a1eddbfd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/idna/uts46data.py
+++ /dev/null
@@ -1,8598 +0,0 @@
-# This file is automatically generated by tools/idna-data
-# vim: set fileencoding=utf-8 :
-
-from typing import List, Tuple, Union
-
-
-"""IDNA Mapping Table from UTS46."""
-
-
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
deleted file mode 100644
index c22865c32..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/AUTHORS
+++ /dev/null
@@ -1,2 +0,0 @@
-For a list of all our amazing authors please see the contributors page:
-https://github.com/opensearch-project/opensearch-py/graphs/contributors
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
deleted file mode 100644
index f49a4e16e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/LICENSE.txt
+++ /dev/null
@@ -1,201 +0,0 @@
-                                 Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
-
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
deleted file mode 100644
index eade90bab..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/METADATA
+++ /dev/null
@@ -1,126 +0,0 @@
-Metadata-Version: 2.1
-Name: opensearch-py
-Version: 2.6.0
-Summary: Python client for OpenSearch
-Home-page: https://github.com/opensearch-project/opensearch-py
-Author: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
-Author-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
-Maintainer: Aleksei Atavin, Denis Zalevskiy, Rushi Agrawal, Shephali Mittal
-Maintainer-email: axeo@aiven.io, dez@aiven.io, rushi.agr@gmail.com, shephalm@amazon.com
-License: Apache-2.0
-Project-URL: Documentation, https://opensearch.org/docs/clients/python
-Project-URL: Source Code, https://github.com/opensearch-project/opensearch-py
-Project-URL: Issue Tracker, https://github.com/opensearch-project/opensearch-py/issues
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Intended Audience :: Developers
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Requires-Python: >=3.8, <4
-Description-Content-Type: text/markdown
-License-File: LICENSE.txt
-License-File: NOTICE.txt
-License-File: AUTHORS
-Requires-Dist: requests <3.0.0,>=2.4.0
-Requires-Dist: six
-Requires-Dist: python-dateutil
-Requires-Dist: certifi >=2022.12.07
-Requires-Dist: Events
-Requires-Dist: urllib3 <1.27,>=1.26.18 ; python_version < "3.10"
-Requires-Dist: urllib3 !=2.2.0,<3,>=1.26.18 ; python_version >= "3.10"
-Provides-Extra: async
-Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'async'
-Provides-Extra: develop
-Requires-Dist: requests <3.0.0,>=2.0.0 ; extra == 'develop'
-Requires-Dist: coverage <8.0.0 ; extra == 'develop'
-Requires-Dist: mock ; extra == 'develop'
-Requires-Dist: pyyaml ; extra == 'develop'
-Requires-Dist: pytest >=3.0.0 ; extra == 'develop'
-Requires-Dist: pytest-cov ; extra == 'develop'
-Requires-Dist: pytz ; extra == 'develop'
-Requires-Dist: botocore ; extra == 'develop'
-Requires-Dist: pytest-mock <4.0.0 ; extra == 'develop'
-Requires-Dist: sphinx ; extra == 'develop'
-Requires-Dist: sphinx-rtd-theme ; extra == 'develop'
-Requires-Dist: myst-parser ; extra == 'develop'
-Requires-Dist: sphinx-copybutton ; extra == 'develop'
-Requires-Dist: black >=24.3.0 ; extra == 'develop'
-Requires-Dist: jinja2 ; extra == 'develop'
-Provides-Extra: docs
-Requires-Dist: sphinx ; extra == 'docs'
-Requires-Dist: sphinx-rtd-theme ; extra == 'docs'
-Requires-Dist: myst-parser ; extra == 'docs'
-Requires-Dist: sphinx-copybutton ; extra == 'docs'
-Requires-Dist: aiohttp <4,>=3.9.4 ; extra == 'docs'
-Provides-Extra: kerberos
-Requires-Dist: requests-kerberos ; extra == 'kerberos'
-
-[![Release](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/unified-release.yml)
-[![CI](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/ci.yml)
-[![Integration](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml/badge.svg)](https://github.com/opensearch-project/opensearch-py/actions/workflows/integration.yml)
-[![Chat](https://img.shields.io/badge/chat-on%20forums-blue)](https://discuss.opendistrocommunity.dev/c/clients/)
-![PRs welcome!](https://img.shields.io/badge/PRs-welcome!-success)
-
-![OpenSearch logo](https://github.com/opensearch-project/opensearch-py/raw/main/OpenSearch.svg)
-
-OpenSearch Python Client
-
-- [Welcome!](https://github.com/opensearch-project/opensearch-py#welcome)
-- [User Guide](https://github.com/opensearch-project/opensearch-py#user-guide)
-- [API Doc](https://opensearch-project.github.io/opensearch-py/)
-- [Compatibility with OpenSearch](https://github.com/opensearch-project/opensearch-py#compatibility-with-opensearch)
-- [Project Resources](https://github.com/opensearch-project/opensearch-py#project-resources)
-- [Code of Conduct](https://github.com/opensearch-project/opensearch-py#code-of-conduct)
-- [License](https://github.com/opensearch-project/opensearch-py#license)
-- [Copyright](https://github.com/opensearch-project/opensearch-py#copyright)
-
-# Welcome!
-
-**opensearch-py** is [a community-driven, open source fork](https://aws.amazon.com/blogs/opensource/introducing-opensearch/)
-of elasticsearch-py licensed under the [Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt). 
-For more information, see [opensearch.org](https://opensearch.org/) and the [API Doc](https://opensearch-project.github.io/opensearch-py/).
-
-## User Guide
-
-To get started with the OpenSearch Python Client, see [User Guide](https://github.com/opensearch-project/opensearch-py/blob/main/USER_GUIDE.md). This repository also contains [working samples](https://github.com/opensearch-project/opensearch-py/tree/main/samples) and [benchmarks](https://github.com/opensearch-project/opensearch-py/tree/main/benchmarks).
-
-## Compatibility with OpenSearch
-
-See [Compatibility](https://github.com/opensearch-project/opensearch-py/blob/main/COMPATIBILITY.md).
-
-## Project Resources
-
-* [Project Website](https://opensearch.org/)
-* [Downloads](https://opensearch.org/downloads.html)
-* [Documentation](https://opensearch.org/docs/latest/clients/python/)
-* Need help? Try [Forums](https://discuss.opendistrocommunity.dev/)
-* [Project Principles](https://opensearch.org/#principles)
-* [Contributing to OpenSearch](https://github.com/opensearch-project/opensearch-py/blob/main/CONTRIBUTING.md)
-* [Maintainer Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/MAINTAINERS.md)
-* [Release Management](https://github.com/opensearch-project/opensearch-py/blob/main/RELEASING.md)
-* [Admin Responsibilities](https://github.com/opensearch-project/opensearch-py/blob/main/ADMINS.md)
-* [Security](https://github.com/opensearch-project/opensearch-py/blob/main/SECURITY.md)
-
-## Code of Conduct
-
-This project has adopted the 
-[Amazon Open Source Code of Conduct](https://github.com/opensearch-project/opensearch-py/blob/main/CODE_OF_CONDUCT.md).
-For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq), or contact 
-[opensource-codeofconduct@amazon.com](mailto:opensource-codeofconduct@amazon.com) with any additional questions or comments.
-
-## License
-
-This project is licensed under the
-[Apache v2.0 License](https://github.com/opensearch-project/opensearch-py/blob/main/LICENSE.txt).
-
-## Copyright
-
-Copyright OpenSearch Contributors. See 
-[NOTICE](https://github.com/opensearch-project/opensearch-py/blob/main/NOTICE.txt) for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
deleted file mode 100644
index d317fb967..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/NOTICE.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-OpenSearch (https://opensearch.org/)
-Copyright OpenSearch Contributors
-
-This product includes software developed by
-Elasticsearch (http://www.elastic.co).
-
-This product includes software developed by The Apache Software
-Foundation (http://www.apache.org/).
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/RECORD
deleted file mode 100644
index 0abef7b06..000000000
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/REQUESTED
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
deleted file mode 100644
index 832be1113..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
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-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
deleted file mode 100644
index e34654d44..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearch_py-2.6.0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-opensearchpy
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
deleted file mode 100644
index 4cf251dbc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/__init__.py
+++ /dev/null
@@ -1,265 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# flake8: noqa
-from __future__ import absolute_import
-
-import logging
-import re
-import warnings
-
-from ._version import __versionstr__
-
-_major, _minor, _patch = [
-    int(x) for x in re.search(r"^(\d+)\.(\d+)\.(\d+)", __versionstr__).groups()  # type: ignore
-]
-
-VERSION = __version__ = (_major, _minor, _patch)
-
-logger = logging.getLogger("opensearch")
-logger.addHandler(logging.NullHandler())
-
-from .client import OpenSearch
-from .connection import (
-    Connection,
-    RequestsHttpConnection,
-    Urllib3HttpConnection,
-    connections,
-)
-from .connection_pool import ConnectionPool, ConnectionSelector, RoundRobinSelector
-from .exceptions import (
-    AuthenticationException,
-    AuthorizationException,
-    ConflictError,
-    ConnectionError,
-    ConnectionTimeout,
-    IllegalOperation,
-    ImproperlyConfigured,
-    NotFoundError,
-    OpenSearchDeprecationWarning,
-    OpenSearchDslException,
-    OpenSearchException,
-    OpenSearchWarning,
-    RequestError,
-    SerializationError,
-    SSLError,
-    TransportError,
-    UnknownDslObject,
-    ValidationException,
-)
-from .helpers import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
-from .helpers.aggs import A
-from .helpers.analysis import analyzer, char_filter, normalizer, token_filter, tokenizer
-from .helpers.document import Document, InnerDoc, MetaField
-from .helpers.faceted_search import (
-    DateHistogramFacet,
-    Facet,
-    FacetedResponse,
-    FacetedSearch,
-    HistogramFacet,
-    NestedFacet,
-    RangeFacet,
-    TermsFacet,
-)
-from .helpers.field import (
-    Binary,
-    Boolean,
-    Byte,
-    Completion,
-    CustomField,
-    Date,
-    DateRange,
-    DenseVector,
-    Double,
-    DoubleRange,
-    Field,
-    Float,
-    FloatRange,
-    GeoPoint,
-    GeoShape,
-    HalfFloat,
-    Integer,
-    IntegerRange,
-    Ip,
-    IpRange,
-    Join,
-    Keyword,
-    Long,
-    LongRange,
-    Murmur3,
-    Nested,
-    Object,
-    Percolator,
-    RangeField,
-    RankFeature,
-    RankFeatures,
-    ScaledFloat,
-    SearchAsYouType,
-    Short,
-    SparseVector,
-    Text,
-    TokenCount,
-    construct_field,
-)
-from .helpers.function import SF
-from .helpers.index import Index, IndexTemplate
-from .helpers.mapping import Mapping
-from .helpers.query import Q
-from .helpers.search import MultiSearch, Search
-from .helpers.update_by_query import UpdateByQuery
-from .helpers.utils import AttrDict, AttrList, DslBase
-from .helpers.wrappers import Range
-from .metrics import Metrics, MetricsEvents, MetricsNone
-from .serializer import JSONSerializer
-from .transport import Transport
-
-# Only raise one warning per deprecation message so as not
-# to spam up the user if the same action is done multiple times.
-warnings.simplefilter("default", category=OpenSearchDeprecationWarning, append=True)
-
-__all__ = [
-    "OpenSearch",
-    "Transport",
-    "ConnectionPool",
-    "ConnectionSelector",
-    "RoundRobinSelector",
-    "JSONSerializer",
-    "Connection",
-    "RequestsHttpConnection",
-    "Urllib3HttpConnection",
-    "ImproperlyConfigured",
-    "OpenSearchException",
-    "SerializationError",
-    "TransportError",
-    "NotFoundError",
-    "ConflictError",
-    "RequestError",
-    "ConnectionError",
-    "SSLError",
-    "ConnectionTimeout",
-    "AuthenticationException",
-    "AuthorizationException",
-    "OpenSearchWarning",
-    "OpenSearchDeprecationWarning",
-    "AWSV4SignerAuth",
-    "Urllib3AWSV4SignerAuth",
-    "RequestsAWSV4SignerAuth",
-    "A",
-    "AttrDict",
-    "AttrList",
-    "Binary",
-    "Boolean",
-    "Byte",
-    "Completion",
-    "CustomField",
-    "Date",
-    "DateHistogramFacet",
-    "DateRange",
-    "DenseVector",
-    "Document",
-    "Double",
-    "DoubleRange",
-    "DslBase",
-    "Facet",
-    "FacetedResponse",
-    "FacetedSearch",
-    "Field",
-    "Float",
-    "FloatRange",
-    "GeoPoint",
-    "GeoShape",
-    "HalfFloat",
-    "HistogramFacet",
-    "IllegalOperation",
-    "Index",
-    "IndexTemplate",
-    "InnerDoc",
-    "Integer",
-    "IntegerRange",
-    "Ip",
-    "IpRange",
-    "Join",
-    "Keyword",
-    "Long",
-    "LongRange",
-    "Mapping",
-    "MetaField",
-    "MultiSearch",
-    "Murmur3",
-    "Nested",
-    "NestedFacet",
-    "Object",
-    "OpenSearchDslException",
-    "Percolator",
-    "Q",
-    "Range",
-    "RangeFacet",
-    "RangeField",
-    "RankFeature",
-    "RankFeatures",
-    "SF",
-    "ScaledFloat",
-    "Search",
-    "SearchAsYouType",
-    "Short",
-    "SparseVector",
-    "TermsFacet",
-    "Text",
-    "TokenCount",
-    "UnknownDslObject",
-    "UpdateByQuery",
-    "ValidationException",
-    "analyzer",
-    "char_filter",
-    "connections",
-    "construct_field",
-    "normalizer",
-    "token_filter",
-    "tokenizer",
-    "__versionstr__",
-    "Metrics",
-    "MetricsEvents",
-    "MetricsNone",
-]
-
-try:
-    from ._async.client import AsyncOpenSearch
-    from ._async.http_aiohttp import AIOHttpConnection, AsyncConnection
-    from ._async.transport import AsyncTransport
-    from .connection import AsyncHttpConnection
-    from .helpers import AWSV4SignerAsyncAuth
-
-    __all__ += [
-        "AIOHttpConnection",
-        "AsyncConnection",
-        "AsyncTransport",
-        "AsyncOpenSearch",
-        "AsyncHttpConnection",
-        "AWSV4SignerAsyncAuth",
-    ]
-except (ImportError, SyntaxError):
-    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
deleted file mode 100644
index 7e52ae229..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/__init__.py
+++ /dev/null
@@ -1,25 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
deleted file mode 100644
index 5fd194610..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/_extra_imports.py
+++ /dev/null
@@ -1,53 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# type: ignore
-
-# This file exists for the sole reason of making mypy not
-# complain about type issues to do with 'aiohttp' and 'yarl'.
-# We're in a catch-22 situation:
-# - If we use 'type: ignore' on 'import aiohttp' and it's not installed
-#   mypy will complain that the annotation is unnecessary.
-# - If we don't use 'type: ignore' on 'import aiohttp' and it
-#   it's not installed mypy will complain that it can't find
-#   type hints for aiohttp.
-# So to make mypy happy we move all our 'extra' imports here
-# and add a global 'type: ignore' which mypy never complains
-# about being unnecessary.
-
-import aiohttp
-import aiohttp.client_exceptions as aiohttp_exceptions
-
-# We do this because we don't explicitly require 'yarl'
-# within our [async] extra any more.
-# See AIOHttpConnection.request() for more information why.
-try:
-    import yarl
-except ImportError:
-    yarl = False
-
-__all__ = ["aiohttp", "aiohttp_exceptions", "yarl"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
deleted file mode 100644
index abca30670..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/__init__.py
+++ /dev/null
@@ -1,3064 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from __future__ import unicode_literals
-
-import logging
-from typing import Any, Type
-
-from ..transport import AsyncTransport, TransportError
-from .cat import CatClient
-from .client import Client
-from .cluster import ClusterClient
-from .dangling_indices import DanglingIndicesClient
-from .features import FeaturesClient
-from .http import HttpClient
-from .indices import IndicesClient
-from .ingest import IngestClient
-from .nodes import NodesClient
-from .plugins import PluginsClient
-from .remote import RemoteClient
-from .remote_store import RemoteStoreClient
-from .search_pipeline import SearchPipelineClient
-from .security import SecurityClient
-from .snapshot import SnapshotClient
-from .tasks import TasksClient
-from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
-
-logger = logging.getLogger("opensearch")
-
-
-class AsyncOpenSearch(Client):
-    """
-    OpenSearch client. Provides a straightforward mapping from
-    Python to OpenSearch REST endpoints.
-
-    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
-    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
-    :class:`~opensearchpy.client.CatClient`,
-    :class:`~opensearchpy.client.ClusterClient`,
-    :class:`~opensearchpy.client.IndicesClient`,
-    :class:`~opensearchpy.client.IngestClient`,
-    :class:`~opensearchpy.client.NodesClient`,
-    :class:`~opensearchpy.client.SnapshotClient` and
-    :class:`~opensearchpy.client.TasksClient` respectively. This is the
-    preferred (and only supported) way to get access to those classes and their
-    methods.
-
-    You can specify your own connection class which should be used by providing
-    the ``connection_class`` parameter::
-
-        # create connection to localhost using the ThriftConnection
-        client = OpenSearch(connection_class=ThriftConnection)
-
-    If you want to turn on sniffing you have several options (described
-    in :class:`~opensearchpy.Transport`)::
-
-        # create connection that will automatically inspect the cluster to get
-        # the list of active nodes. Start with nodes running on
-        # 'opensearchnode1' and 'opensearchnode2'
-        client = OpenSearch(
-            ['opensearchnode1', 'opensearchnode2'],
-            # sniff before doing anything
-            sniff_on_start=True,
-            # refresh nodes after a node fails to respond
-            sniff_on_connection_fail=True,
-            # and also every 60 seconds
-            sniffer_timeout=60
-        )
-
-    Different hosts can have different parameters, use a dictionary per node to
-    specify those::
-
-        # connect to localhost directly and another node using SSL on port 443
-        # and an url_prefix. Note that ``port`` needs to be an int.
-        client = OpenSearch([
-            {'host': 'localhost'},
-            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
-        ])
-
-    If using SSL, there are several parameters that control how we deal with
-    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs'
-        )
-
-    If using SSL, but don't verify the certs, a warning message is showed
-    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # no verify SSL certificates
-            verify_certs=False,
-            # don't show warnings about ssl certs verification
-            ssl_show_warn=False
-        )
-
-    SSL client authentication is supported
-    (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs',
-            # PEM formatted SSL client certificate
-            client_cert='/path/to/clientcert.pem',
-            # PEM formatted SSL client key
-            client_key='/path/to/clientkey.pem'
-        )
-
-    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
-    in conflict with other options::
-
-        client = OpenSearch(
-            [
-                'http://user:secret@localhost:9200/',
-                'https://user:secret@other_host:443/production'
-            ],
-            verify_certs=True
-        )
-
-    By default, `JSONSerializer
-    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
-    is used to encode all outgoing requests.
-    However, you can implement your own custom serializer::
-
-        from opensearchpy.serializer import JSONSerializer
-
-        class SetEncoder(JSONSerializer):
-            def default(self, obj):
-                if isinstance(obj, set):
-                    return list(obj)
-                if isinstance(obj, Something):
-                    return 'CustomSomethingRepresentation'
-                return JSONSerializer.default(self, obj)
-
-        client = OpenSearch(serializer=SetEncoder())
-
-    """
-
-    # include PIT functions inside _patch.py
-    from ._patch import (  # type: ignore
-        create_point_in_time,
-        delete_point_in_time,
-        list_all_point_in_time,
-    )
-
-    def __init__(
-        self,
-        hosts: Any = None,
-        transport_class: Type[AsyncTransport] = AsyncTransport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        super().__init__(hosts, transport_class, **kwargs)
-
-        # namespaced clients for compatibility with API names
-        self.search_pipeline = SearchPipelineClient(self)
-        self.cat = CatClient(self)
-        self.cluster = ClusterClient(self)
-        self.dangling_indices = DanglingIndicesClient(self)
-        self.indices = IndicesClient(self)
-        self.ingest = IngestClient(self)
-        self.nodes = NodesClient(self)
-        self.remote = RemoteClient(self)
-        self.security = SecurityClient(self)
-        self.snapshot = SnapshotClient(self)
-        self.tasks = TasksClient(self)
-        self.remote_store = RemoteStoreClient(self)
-
-        self.features = FeaturesClient(self)
-        self.plugins = PluginsClient(self)
-        self.http = HttpClient(self)
-
-    def __repr__(self) -> Any:
-        try:
-            # get a list of all connections
-            cons: Any = self.transport.hosts
-            # truncate to 5 if there are too many
-            if len(cons) > 5:
-                cons = cons[:5] + ["..."]
-            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
-        except Exception:
-            # probably operating on custom transport and connection_pool, ignore
-            return super(AsyncOpenSearch, self).__repr__()
-
-    async def __aenter__(self) -> Any:
-        if hasattr(self.transport, "_async_call"):
-            await self.transport._async_call()
-        return self
-
-    async def __aexit__(self, *_: Any) -> None:
-        await self.close()
-
-    async def close(self) -> None:
-        """Closes the Transport and all internal connections"""
-        await self.transport.close()
-
-    # AUTO-GENERATED-API-DEFINITIONS #
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def ping(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns whether the cluster is running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        try:
-            return await self.transport.perform_request(
-                "HEAD", "/", params=params, headers=headers
-            )
-        except TransportError:
-            return False
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the cluster.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def create(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a new document in the index.  Returns a 409 response when a document
-        with a same ID already exists in the index.
-
-
-        :arg index: Name of the data stream or index to target. If the
-            target doesn’t exist and matches the name or wildcard (`*`) pattern of
-            an index template with a `data_stream` definition, this request creates
-            the data stream. If the target doesn’t exist and doesn’t match a data
-            stream template, this request creates the index.
-        :arg id: Unique identifier for the document.
-        :arg body: The document
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_create", id)
-
-        return await self.transport.perform_request(
-            "PUT", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "op_type",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def index(
-        self,
-        index: Any,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a document in an index.
-
-
-        :arg index: Name of the data stream or index to target.
-        :arg body: The document
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg op_type: Set to create to only index the document if it
-            does not already exist (put if absent).If a document with the specified
-            `_id` already exists, the indexing operation will fail.Same as using the
-            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
-            id is specified, it defaults to `index`.Otherwise, it defaults to
-            `create`.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the destination must be an index
-            alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST" if id in SKIP_IN_PATH else "PUT",
-            _make_path(index, "_doc", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def bulk(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to perform multiple index/update/delete operations in a single request.
-
-
-        :arg body: The operation definition and data (action-data
-            pairs), separated by newlines
-        :arg index: Name of the data stream, index, or index alias to
-            perform bulk actions on.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the request’s actions must target
-            an index alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each action waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_bulk"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def clear_scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Explicitly clears the search context for a scroll.
-
-
-        :arg body: Comma-separated list of scroll IDs to clear if none
-            was specified via the scroll_id parameter
-        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
-            clear all scroll IDs, use `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": [scroll_id]}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return await self.transport.perform_request(
-            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "min_score",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "terminate_after",
-    )
-    async def count(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns number of documents matching a query.
-
-
-        :arg body: Query to restrict the results specified with the
-            Query DSL (optional)
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed.This parameter can only be used when the `q` query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices are ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg min_score: Sets the minimum `_score` value that documents
-            must have to be included in the result.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_count"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    async def delete(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes a document from the index.
-
-
-        :arg index: Name of the target index.
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def delete_by_query(
-        self,
-        index: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes documents matching the provided query.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if delete by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid values are: `all`,
-            `open`, `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.Defaults to the index-level setting.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search
-            request.Defaults to no timeout.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each deletion request waits for active
-            shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_delete_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def delete_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Delete By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_delete_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    async def exists(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    async def exists_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document source exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return await self.transport.perform_request(
-            "HEAD", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "filter_path",
-        "human",
-        "lenient",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    async def explain(
-        self,
-        index: Any,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about why a specific matches (or doesn't match) a query.
-
-
-        :arg index: Index names used to limit the request. Only a single
-            index name can be provided to this parameter.
-        :arg id: Defines the document ID.
-        :arg body: The query definition using the Query DSL
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string. Default is _all.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return in the response.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_explain", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_unmapped",
-        "pretty",
-        "source",
-    )
-    async def field_caps(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about the capabilities of fields among multiple
-        indices.
-
-
-        :arg body: An index filter specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (*). To target all
-            data streams and indices, omit this parameter or use * or _all.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias,or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a requesttargeting `foo*,bar*`
-            returns an error if an index starts with foo but no index starts with
-            bar.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fields: Comma-separated list of fields to retrieve
-            capabilities for. Wildcard (`*`) expressions are supported.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg include_unmapped: If true, unmapped fields are included in
-            the response. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_field_caps"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    async def get(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    async def get_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the source of a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: Boolean) If true, the request is real-time as
-            opposed to near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return await self.transport.perform_request(
-            "GET", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    async def mget(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to get multiple documents in one request.
-
-
-        :arg body: Document identifiers; can be either `docs`
-            (containing full document information) or `ids` (when index is provided
-            in the URL.
-        :arg index: Name of the index to retrieve documents from when
-            `ids` are specified, or when a document in the `docs` array does not
-            specify an index.
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query parameter.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned. You can exclude fields from this subset
-            using the `_source_excludes` query parameter.If the `_source` parameter
-            is `false`, this parameter is ignored.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, the request refreshes relevant shards
-            before retrieving documents.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: If `true`, retrieves the document fields
-            stored in the index rather than the document `_source`.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_mget"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def msearch(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases to search.
-        :arg ccs_minimize_roundtrips: If true, network roundtrips
-            between the coordinating node and remote clusters are minimized for
-            cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the multi search API can execute.
-        :arg max_concurrent_shard_requests: Maximum number of concurrent
-            shard requests that each sub-search request executes per node. Default
-            is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold. This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method i.e., if date filters are mandatory to match but
-            the shard bounds and the query are disjoint.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, hits.total are returned as
-            an integer in the response. Defaults to false, which returns an object.
-            Default is false.
-        :arg search_type: Indicates whether global term and document
-            frequencies should be used when scoring returned documents. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: Specifies whether aggregation and suggester
-            names should be prefixed by their respective types in the response.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def msearch_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search template operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the API can run.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If `true`, the response returns
-            `hits.total` as an integer.If `false`, it returns `hits.total` as an
-            object. Default is false.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "ids",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    async def mtermvectors(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns multiple termvectors in one request.
-
-
-        :arg body: Define ids, documents, parameters or a list of
-            parameters per document here. You must at least provide a list of
-            document ids. See documentation.
-        :arg index: Name of the index that contains the documents.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ids: A comma-separated list of documents ids. You must
-            define ids as parameter or set "ids" or "docs" in the request body
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If true, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        path = _make_path(index, "_mtermvectors")
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_script(
-        self,
-        id: Any,
-        body: Any,
-        context: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-            Must be unique within the cluster.
-        :arg body: The document
-        :arg context: Context in which the script or search template
-            should run. To prevent errors, the API immediately compiles the script
-            or template in this context.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_scripts", id, context),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "search_type",
-        "source",
-    )
-    async def rank_eval(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to evaluate the quality of ranked search results over a set of typical
-        search queries.
-
-
-        :arg body: The ranking evaluation search definition, including
-            search requests, document ratings and ranking metric definition.
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard (`*`) expressions are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search_type: Search operation type
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_rank_eval"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_docs",
-        "pretty",
-        "refresh",
-        "requests_per_second",
-        "scroll",
-        "slices",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def reindex(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to copy documents from one index to another, optionally filtering the
-        source documents by a query, changing the destination index settings, or
-        fetching the documents from a remote cluster.
-
-
-        :arg body: The search definition using the Query DSL and the
-            prototype for the index request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_docs: Maximum number of documents to process. By
-            default, all documents.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, the request refreshes affected shards
-            to make this operation visible to search.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.Defaults to no throttle. Default is 0.
-        :arg scroll: Specifies how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg slices: The number of slices this task should be divided
-            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
-            Valid choices are auto.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each indexing waits for automatic index
-            creation, dynamic mapping updates, and waiting for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_reindex", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def reindex_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Reindex operation.
-
-
-        :arg task_id: Identifier for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_reindex", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def render_search_template(
-        self,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg id: ID of the search template to render. If no `source` is
-            specified, this or the `id` request body parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_render", "template", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def scripts_painless_execute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows an arbitrary script to be executed and a result to be returned.
-
-
-        :arg body: The script to execute
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_scripts/painless/_execute",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "rest_total_hits_as_int",
-        "scroll",
-        "source",
-    )
-    async def scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to retrieve a large numbers of results from a single search request.
-
-
-        :arg body: The scroll ID if not passed by URL or query
-            parameter.
-        :arg scroll_id: The scroll ID for scrolled search
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, the API response’s
-            hit.total property is returned as an integer. If false, the API
-            response’s hit.total property is returned as an object. Default is
-            false.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": scroll_id}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return await self.transport.perform_request(
-            "POST", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "include_named_queries_score",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_pipeline",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    async def search(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns results matching a query.
-
-
-        :arg body: The search definition using the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg _source: Indicates which source fields are returned for
-            matching documents.These fields are returned in the `hits._source`
-            property of the search response.Valid values are:`true` to return the
-            entire document source;`false` to not return the document
-            source;`<string>` to return the source fields that are specified as a
-            comma-separated list (supports wildcard (`*`) patterns).
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query
-            parameter.If the `_source` parameter is `false`, this parameter is
-            ignored.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned.You can exclude fields from this subset using
-            the `_source_excludes` query parameter.If the `_source` parameter is
-            `false`, this parameter is ignored.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg allow_partial_search_results: If true, returns partial
-            results if there are shard request timeouts or shard failures. If false,
-            returns an error with no partial results. Default is True.
-        :arg analyze_wildcard: If true, wildcard and prefix queries are
-            analyzed.This parameter can only be used when the q query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the q query string parameter is
-            specified.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node.This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: If true, network round-trips
-            between the coordinating node and the remote clusters are minimized when
-            executing cross-cluster search (CCS) requests. Default is True.
-        :arg default_operator: The default operator for query string
-            query: AND or OR.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the q query
-            string parameter is specified.
-        :arg docvalue_fields: A comma-separated list of fields to return
-            as the docvalue representation for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg explain: If `true`, returns detailed information about
-            score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting document offset.Needs to be non-negative.By
-            default, you cannot page through more than 10,000 hits using the `from`
-            and `size` parameters.To page through more hits, use the `search_after`
-            parameter. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices will be ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_named_queries_score: Indicates whether
-            hit.matched_queries should be rendered as a map that includes the name
-            of the matched query associated with its score (true) or as an array
-            containing the name of the matched queries (false) Default is false.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be
-            ignored.This parameter can only be used when the `q` query string
-            parameter is specified.
-        :arg max_concurrent_shard_requests: Defines the number of
-            concurrent shard requests per node this search executes
-            concurrently.This value should be used to limit the impact of the search
-            on the cluster in order to limit the number of concurrent shard
-            requests. Default is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold.This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method (if date filters are mandatory to match but the
-            shard bounds and the query are disjoint).When unspecified, the pre-
-            filter phase is executed if any of these conditions is met:the request
-            targets more than 128 shards;the request targets one or more read-only
-            index;the primary sort of the query targets an indexed field.
-        :arg preference: Nodes and shards used for the search.By
-            default, Opensearch selects from eligible nodes and shards using
-            adaptive replica selection, accounting for allocation awareness. Valid
-            values are:`_only_local` to run the search only on shards on the local
-            node;`_local` to, if possible, run the search on shards on the local
-            node, or if not, select shards using the default
-            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
-            specified nodes IDs, where, if suitable shards exist on more than one
-            selected node, use shards on those nodes using the default method, or if
-            none of the specified nodes are available, select shards from any
-            available node using the default method;`_prefer_nodes:<node-id>,<node-
-            id>` to if possible, run the search on the specified nodes IDs, or if
-            not, select shards using the default method;`_shards:<shard>,<shard>` to
-            run the search only on the specified shards;`<custom-string>` (any
-            string that does not start with `_`) to route searches with the same
-            `<custom-string>` to the same shards in the same order. Default is
-            random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax using query
-            parameter search.Query parameter searches do not support the full
-            Opensearch Query DSL but are handy for testing.
-        :arg request_cache: If `true`, the caching of search results is
-            enabled for requests where `size` is `0`.Defaults to index level
-            settings.
-        :arg rest_total_hits_as_int: Indicates whether `hits.total`
-            should be rendered as an integer or an object in the rest search
-            response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-            See Scroll search results.By default, this value cannot exceed `1d` (24
-            hours).You can change this limit using the `search.max_keep_alive`
-            cluster-level setting.
-        :arg search_pipeline: Customizable sequence of processing stages
-            applied to search queries.
-        :arg search_type: How distributed term frequencies are
-            calculated for relevance scoring. Valid choices are query_then_fetch,
-            dfs_query_then_fetch.
-        :arg seq_no_primary_term: If `true`, returns sequence number and
-            primary term of the last modification of each hit.
-        :arg size: Defines the number of hits to return.By default, you
-            cannot page through more than 10,000 hits using the `from` and `size`
-            parameters.To page through more hits, use the `search_after` parameter.
-            Default is 10.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return as part of a hit.If no fields are specified, no stored fields are
-            included in the response.If this field is specified, the `_source`
-            parameter defaults to `false`.You can pass `_source: true` to return
-            both source fields and stored fields in the search response.
-        :arg suggest_field: Specifies which field to use for
-            suggestions.
-        :arg suggest_mode: Specifies the suggest mode.This parameter can
-            only be used when the `suggest_field` and `suggest_text` query string
-            parameters are specified. Valid choices are missing, popular, always.
-        :arg suggest_size: Number of suggestions to return.This
-            parameter can only be used when the `suggest_field` and `suggest_text`
-            query string parameters are specified.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.This parameter can only be used when the
-            `suggest_field` and `suggest_text` query string parameters are
-            specified.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.If set to
-            `0` (default), the query does not terminate early.
-        :arg timeout: Specifies the period of time to wait for a
-            response from each shard.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg track_scores: If `true`, calculate and return document
-            scores, even if the scores are not used for sorting.
-        :arg track_total_hits: Number of hits matching the query to
-            count accurately.If `true`, the exact number of hits is returned at the
-            cost of some performance.If `false`, the response does not include the
-            total number of hits matching the query.
-        :arg typed_keys: If `true`, aggregation and suggester names are
-            be prefixed by their respective types in the response.
-        :arg version: If `true`, returns document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    async def search_shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the indices and shards that a search request would be
-        executed against.
-
-
-        :arg index: Returns the indices and shards that a search request
-            would be executed against.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "preference",
-        "pretty",
-        "profile",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    async def search_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (*).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response includes additional
-            details about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, specified concrete, expanded,
-            or aliased indices are not included in the response when throttled.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg profile: If `true`, the query execution is profiled.
-        :arg rest_total_hits_as_int: If true, hits.total are rendered as
-            an integer in the response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Specifies how long a consistent view of the
-            indexshould be maintained for scrolled search.
-        :arg search_type: The type of the search operation. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    async def termvectors(
-        self,
-        index: Any,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information and statistics about terms in the fields of a particular
-        document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg body: Define parameters and or supply a document to get
-            termvectors for. See documentation.
-        :arg id: Unique identifier of the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If `true`, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        path = _make_path(index, "_termvectors", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "lang",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "retry_on_conflict",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def update(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a document with a script or partial document.
-
-
-        :arg index: The name of the index
-        :arg id: Document ID
-        :arg body: The request definition requires either `script` or
-            partial `doc`
-        :arg _source: Set to false to disable source retrieval. You can
-            also specify a comma-separatedlist of the fields you want to retrieve.
-        :arg _source_excludes: Specify the source fields you want to
-            exclude.
-        :arg _source_includes: Specify the source fields you want to
-            retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg lang: The script language. Default is painless.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If 'true', Opensearch refreshes the affected
-            shards to make this operationvisible to search, if 'wait_for' then wait
-            for a refresh to make this operationvisible to search, if 'false' do
-            nothing with refreshes. Valid choices are true, false, wait_for.
-        :arg require_alias: If true, the destination must be an index
-            alias. Default is false.
-        :arg retry_on_conflict: Specify how many times should the
-            operation be retried when a conflict occurs. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for dynamic mapping updates and
-            active shards.This guarantees Opensearch waits for at least the timeout
-            before failing.The actual wait time could be longer, particularly when
-            multiple waits occur.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operations.Set to 'all' or any
-            positive integer up to the total number of shards in the
-            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
-            Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_update", id)
-
-        return await self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "pipeline",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def update_by_query(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs an update on every document in the index without changing the source,
-        for example to pick up a mapping change.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if update by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes affected shards to
-            make the operation visible to search.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search request.
-        :arg search_type: The type of the search operation. Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each update request waits for the following
-            operations: dynamic mapping updates, waiting for active shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_update_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    async def update_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Update By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_update_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_script_context(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all script contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_script_context", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_script_languages(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns available script types, languages and contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_script_language", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_partial_pit_creation",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "keep_alive",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    async def create_pit(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates point in time context.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_partial_pit_creation: Allow if point in time can be
-            created with partial failures.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg keep_alive: Specify the keep alive for point in time.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "point_in_time"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_pit(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes one or more point in time searches based on the IDs passed.
-
-
-        :arg body: The point-in-time ids to be deleted
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_search/point_in_time",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_search/point_in_time/_all", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
deleted file mode 100644
index 6aa2f81b8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/_patch.py
+++ /dev/null
@@ -1,148 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, query_params
-
-
-@query_params()
-async def list_all_point_in_time(
-    self: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Returns the list of active point in times searches
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'get_all_pits' API instead.
-
-    """
-    warnings.warn(
-        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.get_all_pits(params=params, headers=headers)
-
-
-@query_params(
-    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
-)
-async def create_point_in_time(
-    self: Any, index: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Create a point in time that can be used in subsequent searches
-
-
-    :arg index: A comma-separated list of index names to open point
-        in time; use `_all` or empty string to perform the operation on all
-        indices
-    :arg expand_wildcards: Whether to expand wildcard expression to
-        concrete indices that are open, closed or both.  Valid choices: open,
-        closed, hidden, none, all  Default: open
-    :arg ignore_unavailable: Whether specified concrete indices
-        should be ignored when unavailable (missing or closed)
-    :arg keep_alive: Specific the time to live for the point in time
-    :arg preference: Specify the node or shard the operation should
-        be performed on (default: random)
-    :arg routing: Specific routing value
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'create_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.create_pit(index=index, params=params, headers=headers)
-
-
-@query_params()
-async def delete_point_in_time(
-    self: Any,
-    body: Any = None,
-    all: bool = False,
-    params: Any = None,
-    headers: Any = None,
-) -> Any:
-    """
-    Delete a point in time
-
-
-    :arg body: a point-in-time id to delete
-    :arg all: set it to `True` to delete all alive point in time.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'delete_all_pits' or 'delete_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    if all:
-        return await self.delete_all_pits(params=params, headers=headers)
-    else:
-        return await self.delete_pit(body=body, params=params, headers=headers)
-
-
-@query_params()
-async def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Checks to see if the Security plugin is up and running.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'health' API instead.
-
-    """
-    warnings.warn(
-        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
-        DeprecationWarning,
-    )
-
-    return await self.health(params=params, headers=headers)
-
-
-@query_params()
-async def update_audit_config(
-    self: Any, body: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    A PUT call updates the audit configuration.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'update_audit_configuration' API instead.
-
-    """
-    warnings.warn(
-        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
-        DeprecationWarning,
-    )
-
-    if body in SKIP_IN_PATH:
-        raise ValueError("Empty value passed for a required argument 'body'.")
-
-    return await self.update_audit_configuration(
-        params=params, headers=headers, body=body
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
deleted file mode 100644
index 8e89206a4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cat.py
+++ /dev/null
@@ -1,1403 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class CatClient(NamespacedClient):
-    @query_params(
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def aliases(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows information about currently configured aliases to indices including
-        filter and routing infos.
-
-
-        :arg name: A comma-separated list of aliases to retrieve.
-            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
-            or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def all_pit_segments(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point-in-time segments.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def allocation(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a snapshot of how many shards are allocated to each data node and how
-        much disk space they are using.
-
-
-        :arg node_id: Comma-separated list of node identifiers or names
-            used to limit the returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "allocation", node_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def cluster_manager(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/cluster_manager", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def count(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides quick access to the document count of the entire cluster, or
-        individual indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "count", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def fielddata(
-        self,
-        fields: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows how much heap memory is currently being used by fielddata on every data
-        node in the cluster.
-
-
-        :arg fields: Comma-separated list of fields used to limit
-            returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "fielddata", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "ts",
-        "v",
-    )
-    async def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster health.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
-            Default is True.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/health", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
-    )
-    async def help(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns help for the Cat APIs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "health",
-        "help",
-        "human",
-        "include_unloaded_segments",
-        "local",
-        "master_timeout",
-        "pretty",
-        "pri",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def indices(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about indices: number of primaries and replicas, document
-        counts, disk size, ...
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: The type of index that wildcard patterns
-            can match. Valid choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg health: The health status used to limit returned indices.
-            By default, the response includes indices of any health status. Valid
-            choices are green, yellow, red.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg pri: If true, the response only includes information from
-            primary shards. Default is false.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def master(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        from warnings import warn
-
-        warn(
-            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
-        )
-        return await self.transport.perform_request(
-            "GET", "/_cat/master", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def nodeattrs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about custom node attributes.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/nodeattrs", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "full_id",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def nodes(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic statistics about performance of cluster nodes.
-
-
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg full_id: If `true`, return the full node ID. If `false`,
-            return the shortened node ID. Default is false.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local (Deprecated: This parameter does not cause this API
-            to act locally.): Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/nodes", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster pending tasks.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def pit_segments(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List segments for one or several PITs.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def plugins(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about installed plugins across nodes node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/plugins", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "bytes",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about index shard recoveries, both on-going completed.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def repositories(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about snapshot repositories registered in the cluster.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/repositories", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "allow_no_indices",
-        "bytes",
-        "completed_only",
-        "detailed",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "pretty",
-        "s",
-        "shards",
-        "source",
-        "time",
-        "timeout",
-        "v",
-    )
-    async def segment_replication(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about both on-going and latest completed Segment
-        Replication events.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            segment replication events. Default is false.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg completed_only: If `true`, the response only includes
-            latest completed segment replication events. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about segment replications. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg shards: Comma-separated list of shards to display.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg timeout: Operation timeout.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "segment_replication", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about the segments in the shards of an index.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a detailed view of shard allocation on nodes.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "size",
-        "source",
-        "v",
-    )
-    async def thread_pool(
-        self,
-        thread_pool_patterns: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster-wide thread pool statistics per node. By default the active,
-        queue and rejected statistics are returned for all thread pools.
-
-
-        :arg thread_pool_patterns: A comma-separated list of thread pool
-            names used to limit the request. Accepts wildcard expressions.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg size: The multiplier in which to display values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "thread_pool", thread_pool_patterns),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def snapshots(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all snapshots in a specific repository.
-
-
-        :arg repository: A comma-separated list of snapshot repositories
-            used to limit the request. Accepts wildcard expressions. `_all` returns
-            all repositories. If any repository fails during the request, Opensearch
-            returns an error.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, the response does not
-            include information from unavailable snapshots. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "snapshots", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    async def tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the tasks currently executing on one or more nodes in
-        the cluster.
-
-
-        :arg actions: The task action names, which are used to limit the
-            response.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: The parent task identifier, which is used
-            to limit the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cat/tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    async def templates(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about existing templates.
-
-
-        :arg name: The name of the template to return. Accepts wildcard
-            expressions. If omitted, all templates are returned.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
deleted file mode 100644
index 091bb5e9d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/client.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Optional, Type
-
-from opensearchpy.client.utils import _normalize_hosts
-from opensearchpy.transport import Transport
-
-
-class Client(object):
-    """
-    A generic async OpenSearch client.
-    """
-
-    def __init__(
-        self,
-        hosts: Optional[str] = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
deleted file mode 100644
index 04682b265..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/cluster.py
+++ /dev/null
@@ -1,1029 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class ClusterClient(NamespacedClient):
-    @query_params(
-        "awareness_attribute",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "level",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_events",
-        "wait_for_no_initializing_shards",
-        "wait_for_no_relocating_shards",
-        "wait_for_nodes",
-        "wait_for_status",
-    )
-    async def health(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the health of the cluster.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg awareness_attribute: The awareness attribute for which the
-            health is required.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg level: Can be one of cluster, indices or shards. Controls
-            the details level of the health information returned. Valid choices are
-            cluster, indices, shards, awareness_attributes.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: A number controlling to how many
-            active shards to wait for, all to wait for all shards in the cluster to
-            be active, or 0 to not wait. Valid choices are all, index-setting.
-        :arg wait_for_events: Can be one of immediate, urgent, high,
-            normal, low, languid. Wait until all currently queued events with the
-            given priority are processed. Valid choices are immediate, urgent, high,
-            normal, low, languid.
-        :arg wait_for_no_initializing_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard initializations. Defaults to false, which means it will
-            not wait for initializing shards.
-        :arg wait_for_no_relocating_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard relocations. Defaults to false, which means it will not
-            wait for relocating shards.
-        :arg wait_for_nodes: The request waits until the specified
-            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
-            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
-            notation.
-        :arg wait_for_status: One of green, yellow or red. Will wait
-            (until the timeout provided) until the status of the cluster changes to
-            the one provided or better, i.e. green > yellow > red. By default, will
-            not wait for any status. Valid choices are green, yellow, red.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "health", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of any cluster-level changes (e.g. create index, update mapping,
-        allocate or fail shard) which have not yet been executed.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cluster/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_metadata_version",
-        "wait_for_timeout",
-    )
-    async def state(
-        self,
-        metric: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a comprehensive information about the state of the cluster.
-
-
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_metadata_version: Wait for the metadata version to
-            be equal or greater than the specified metadata version
-        :arg wait_for_timeout: The maximum time to wait for
-            wait_for_metadata_version before timing out
-        """
-        if index and metric in SKIP_IN_PATH:
-            metric = "_all"
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "state", metric, index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def stats(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns high-level overview of cluster statistics.
-
-
-        :arg node_id: Comma-separated list of node filters used to limit
-            returned information. Defaults to all nodes in the cluster.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for each node to respond.If a node
-            does not respond before its timeout expires, the response does not
-            include its stats.However, timed out nodes are included in the
-            response’s `_nodes.failed` property. Defaults to no timeout.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            (
-                "/_cluster/stats"
-                if node_id in SKIP_IN_PATH
-                else _make_path("_cluster", "stats", "nodes", node_id)
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "explain",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "metric",
-        "pretty",
-        "retry_failed",
-        "source",
-        "timeout",
-    )
-    async def reroute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to manually change the allocation of individual shards in the cluster.
-
-
-        :arg body: The definition of `commands` to perform (`move`,
-            `cancel`, `allocate`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If true, then the request simulates the operation
-            only and returns the resulting state.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg explain: If true, then the response contains an explanation
-            of why the commands can or cannot be executed.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg metric: Limits the information returned to the specified
-            metrics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg retry_failed: If true, then retries allocation of shards
-            that are blocked due to too many subsequent allocation failures.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "include_defaults",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def get_settings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster settings.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_defaults: If `true`, returns default cluster
-            settings from the local node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_cluster/settings", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_settings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster settings.
-
-
-        :arg body: The settings to be updated. Can be either `transient`
-            or `persistent` (survives cluster restart).
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def remote_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about configured remote clusters.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "include_disk_info",
-        "include_yes_decisions",
-        "pretty",
-        "source",
-    )
-    async def allocation_explain(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides explanations for shard allocations in the cluster.
-
-
-        :arg body: The index, shard, and primary flag to explain. Empty
-            means 'explain the first unassigned shard'
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_disk_info: If true, returns information about disk
-            usage and shard sizes. Default is false.
-        :arg include_yes_decisions: If true, returns YES decisions in
-            explanation. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_cluster/allocation/explain",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a component template.
-
-
-        :arg name: Name of the component template to delete. Wildcard
-            (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_component_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns one or more component templates.
-
-
-        :arg name: Name of the component template to retrieve. Wildcard
-            (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_component_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a component template.
-
-
-        :arg name: Name of the component template to create. Opensearch
-            includes the following built-in component templates: `logs-mappings`;
-            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
-            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
-            to configure backing indices for its data streams. If you use Opensearch
-            Agent and want to overwrite one of these templates, set the `version`
-            for your replacement template higher than the current version. If you
-            don’t use Opensearch Agent and want to disable all built-in component
-            and index templates, set `stack.templates.enabled` to `false` using the
-            cluster update settings API.
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing component templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular component template exist.
-
-
-        :arg name: Name of the component template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only.Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
-    )
-    async def delete_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears cluster voting config exclusions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_removal: Specifies whether to wait for all
-            excluded nodes to be removed from thecluster before clearing the voting
-            configuration exclusions list.Defaults to true, meaning that all
-            excluded nodes must be removed fromthe cluster before this API takes any
-            action. If set to false then thevoting configuration exclusions list is
-            cleared even if some excludednodes are still in the cluster. Default is
-            True.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_cluster/voting_config_exclusions",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "node_ids",
-        "node_names",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def post_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster voting config exclusions by node ids or node names.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg node_ids: A comma-separated list of the persistent ids of
-            the nodes to excludefrom the voting configuration. If specified, you may
-            not also specify node_names.
-        :arg node_names: A comma-separated list of the names of the
-            nodes to exclude from thevoting configuration. If specified, you may not
-            also specify node_ids.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: When adding a voting configuration exclusion, the
-            API waits for thespecified nodes to be excluded from the voting
-            configuration beforereturning. If the timeout expires before the
-            appropriate conditionis satisfied, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_decommission_awareness(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete any existing decommission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_weighted_routing(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete weighted shard routing weights.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            "/_cluster/routing/awareness/weights",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get details and status of decommissioned attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if awareness_attribute_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'awareness_attribute_name'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                "_status",
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Fetches weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def put_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        awareness_attribute_value: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Decommissions an awareness attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg awareness_attribute_value: Awareness attribute value.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (awareness_attribute_name, awareness_attribute_value):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                awareness_attribute_value,
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def put_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
deleted file mode 100644
index 75e64013d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/dangling_indices.py
+++ /dev/null
@@ -1,165 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class DanglingIndicesClient(NamespacedClient):
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to delete
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_dangling", index_uuid),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def import_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Imports the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to import
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_dangling_indices(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all dangling indices.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_dangling", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
deleted file mode 100644
index 85636694f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/features.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class FeaturesClient(NamespacedClient):
-    @query_params("master_timeout", "cluster_manager_timeout")
-    async def get_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets a list of features which can be included in snapshots using the
-        feature_states field when creating a snapshot
-
-
-        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
-            to master node
-        :arg cluster_manager_timeout: Explicit operation timeout for connection
-            to cluster_manager node
-        """
-        return await self.transport.perform_request(
-            "GET", "/_features", params=params, headers=headers
-        )
-
-    @query_params()
-    async def reset_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Resets the internal state of features, usually by deleting system indices
-
-
-        .. warning::
-
-            This API is **experimental** so may include breaking changes
-            or be removed in a future version
-        """
-        return await self.transport.perform_request(
-            "POST", "/_features/_reset", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
deleted file mode 100644
index 63d4df278..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/http.py
+++ /dev/null
@@ -1,128 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Mapping, Optional
-
-from .client import Client
-from .utils import NamespacedClient
-
-
-class HttpClient(NamespacedClient):
-    def __init__(self, client: Client) -> None:
-        super(HttpClient, self).__init__(client)
-
-    async def get(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a GET request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "GET", url=url, headers=headers, params=params, body=body
-        )
-
-    async def head(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a HEAD request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "HEAD", url=url, headers=headers, params=params, body=body
-        )
-
-    async def post(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a POST request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "POST", url=url, headers=headers, params=params, body=body
-        )
-
-    async def delete(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a DELETE request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "DELETE", url=url, headers=headers, params=params, body=body
-        )
-
-    async def put(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a PUT request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return await self.transport.perform_request(
-            "PUT", url=url, headers=headers, params=params, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
deleted file mode 100644
index 66e4e60f1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/indices.py
+++ /dev/null
@@ -1,2766 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndicesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def analyze(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the analysis process on a text and return the tokens breakdown of the
-        text.
-
-
-        :arg body: Define analyzer/tokenizer parameters and the text on
-            which the analysis should be performed
-        :arg index: The name of the index to scope the operation.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_analyze"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    async def refresh(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the refresh operation in one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_refresh"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "force",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "wait_if_ongoing",
-    )
-    async def flush(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the flush operation on one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to flush. Supports wildcards (`*`). To flush all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg force: If `true`, the request forces a flush even if there
-            are no changes to commit to the index.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_if_ongoing: If `true`, the flush operation blocks
-            until execution when another flush operation is running.If `false`,
-            Opensearch returns an error if you request a flush when another flush
-            operation is running. Default is True.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_flush"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def create(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates an index with optional settings and mappings.
-
-
-        :arg index: Name of the index you wish to create.
-        :arg body: The configuration for the index (`settings` and
-            `mappings`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation. Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "PUT", _make_path(index), params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def clone(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones an index.
-
-
-        :arg index: Name of the source index to clone.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_clone", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _all value targets onlymissing
-            or closed indices. This behavior applies even if the request targets
-            other open indices. For example,a request targeting foo*,bar* returns an
-            error if an index starts with foo but no index starts with bar. Default
-            is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard expressions
-            can match. If the request can target data streams, this
-            argumentdetermines whether wildcard expressions match hidden data
-            streams. Supports comma-separated values,such as open,hidden. Valid
-            choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, requests that target a
-            missing index return an error. Default is false.
-        :arg include_defaults: If true, return all default settings in
-            the response. Default is false.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def open(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Opens an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). By default,
-            you must explicitly name the indices you using to limit the request. To
-            limit a request using `_all`, `*`, or other wildcard expressions, change
-            the `action.destructive_requires_name` setting to false. You can update
-            this setting in the `opensearch.yml` file or using the cluster update
-            settings API.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_open"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def close(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Closes an index.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names used to limit the request.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_close"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index.
-
-
-        :arg index: Comma-separated list of indices to delete. You
-            cannot specify index aliases. By default, this parameter does not
-            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
-            `action.destructive_requires_name` cluster setting to `false`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def exists(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index exists.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "write_index_only",
-    )
-    async def put_mapping(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index mappings.
-
-
-        :arg body: The mapping definition
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg write_index_only: If `true`, the mappings are applied only
-            to the current write index for the target. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        if index in SKIP_IN_PATH:
-            index = "_all"
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_mapping"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_mapping(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mappings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_mapping"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def get_field_mapping(
-        self,
-        fields: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mapping for one or more fields.
-
-
-        :arg fields: Comma-separated list or wildcard expression of
-            fields used to limit returned information.
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if fields in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'fields'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path(index, "_mapping", "field", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_alias(
-        self,
-        index: Any,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices to
-            add. Supports wildcards (`*`). Wildcard patterns that match both data
-            streams and indices return an error.
-        :arg name: Alias to update. If the alias doesn’t exist, the
-            request creates it. Index alias names support date math.
-        :arg body: The settings for the alias, such as `routing` or
-            `filter`
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_alias", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def exists_alias(
-        self,
-        name: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular alias exists.
-
-
-        :arg name: Comma-separated list of aliases to check. Supports
-            wildcards (`*`).
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, requests that include a
-            missing data stream or index in the target indices or data streams
-            return an error.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    async def get_alias(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list of aliases to retrieve. Supports
-            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
-            or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def update_aliases(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates index aliases.
-
-
-        :arg body: The definition of `actions` to perform
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_aliases", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_alias(
-        self,
-        index: Any,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`).
-        :arg name: Comma-separated list of aliases to remove. Supports
-            wildcards (`*`). To remove all aliases, use `*` or `_all`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "order",
-        "pretty",
-        "source",
-    )
-    async def put_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: The name of the template
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns an error.
-        :arg order: Order in which Opensearch applies this template if
-            indexmatches multiple templates.Templates with lower 'order' values are
-            merged first. Templates with higher'order' values are merged later,
-            overriding templates with lower values.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: The comma separated names of the index templates
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Comma-separated list of index template names used to
-            limit the request. Wildcard (`*`) expressions are supported. To return
-            all index templates, omit this parameter or use a value of `_all` or
-            `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: The name of the legacy index template to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_settings(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns settings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list or wildcard expression of
-            settings to retrieve.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with foo but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. If`false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_settings", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "preserve_existing",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_settings(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index settings.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with `foo` but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can targetdata streams, this argument determines
-            whether wildcard expressions matchhidden data streams. Supports comma-
-            separated values, such as`open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg preserve_existing: If `true`, existing index settings
-            remain unchanged. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "forbid_closed_indices",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "include_unloaded_segments",
-        "level",
-        "pretty",
-        "source",
-    )
-    async def stats(
-        self,
-        index: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in an index.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg metric: Limit the information returned the specific
-            metrics.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argumentdetermines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values,such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg forbid_closed_indices: If true, statistics are not
-            collected from closed indices. Default is True.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about segments in a Lucene index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the request returns a verbose response.
-            Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_segments"), params=params, headers=headers
-        )
-
-    @query_params(
-        "all_shards",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "pretty",
-        "q",
-        "rewrite",
-        "source",
-    )
-    async def validate_query(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows a user to validate a potentially expensive query without executing it.
-
-
-        :arg body: The query definition specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg all_shards: If `true`, the validation is executed on all
-            shards instead of one random shard per index.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response returns detailed
-            information if an error has occurred.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg rewrite: If `true`, returns a more detailed explanation
-            showing the actual Lucene query that will be executed.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(index, "_validate", "query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "query",
-        "request",
-        "source",
-    )
-    async def clear_cache(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears all or specific caches for one or more indices.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg fielddata: If `true`, clears the fields cache.Use the
-            `fields` parameter to clear the cache of specific fields only.
-        :arg fields: Comma-separated list of field names used to limit
-            the `fielddata` parameter.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg query: If `true`, clears the query cache.
-        :arg request: If `true`, clears the request cache.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about ongoing index shard recoveries.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_recovery"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "only_ancient_segments",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg only_ancient_segments: If true, only ancient (an older
-            Lucene major release) segments will be upgraded.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    async def get_upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "status",
-    )
-    async def shard_stores(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides store information for shard copies of indices.
-
-
-        :arg index: List of data streams, indices, and aliases used to
-            limit the request.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _allvalue targets only missing
-            or closed indices. This behavior applies even if the requesttargets
-            other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams,this argument determines
-            whether wildcard expressions match hidden data streams. Valid choices
-            are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If true, missing or closed indices are
-            not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg status: List of shard health statuses used to limit the
-            request.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flush",
-        "human",
-        "ignore_unavailable",
-        "max_num_segments",
-        "only_expunge_deletes",
-        "pretty",
-        "primary_only",
-        "source",
-        "wait_for_completion",
-    )
-    async def forcemerge(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the force merge operation on one or more indices.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flush: Specify whether the index should be flushed after
-            performing the operation. Default is True.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg max_num_segments: The number of larger segments into which
-            smaller segments are merged.Set this parameter to 1 to merge all
-            segments into one segment.The default behavior is to perform the merge
-            as necessary.
-        :arg only_expunge_deletes: Specify whether the operation should
-            only expunge deleted documents
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg primary_only: Specify whether the operation should only
-            perform on primary shards. Defaults to false. Default is false.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request wait until the
-            force merge is completed. Default is True.
-        """
-        return await self.transport.perform_request(
-            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def shrink(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allow to shrink an existing index into a new index with fewer primary shards.
-
-
-        :arg index: Name of the source index to shrink.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_shrink", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    async def split(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows you to split an existing index into a new index with more primary
-        shards.
-
-
-        :arg index: Name of the source index to split.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_split", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    async def rollover(
-        self,
-        alias: Any,
-        body: Any = None,
-        new_index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates an alias to point to a new index when the existing index is considered
-        to be too large or too old.
-
-
-        :arg alias: Name of the data stream or index alias to roll over.
-        :arg body: The conditions that needs to be met for executing
-            rollover
-        :arg new_index: Name of the index to create. Supports date math.
-            Data streams do not support this parameter.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If `true`, checks whether the current index
-            satisfies the specified conditions but does not perform a rollover.
-            Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if alias in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'alias'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(alias, "_rollover", new_index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_data_stream(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a data stream.
-
-
-        :arg name: Name of the data stream, which must meet the
-            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
-            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
-            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
-            longer than 255 bytes. Multi-byte characters count towards this limit
-            faster.
-        :arg body: The data stream definition
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_data_stream", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_data_stream(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a data stream.
-
-
-        :arg name: Comma-separated list of data streams to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: Name of the index template to delete. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def exists_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: Name of the index template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "HEAD", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_index_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Name of the index template to retrieve. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def put_index_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: Index or template name
-        :arg body: The template definition
-        :arg cause: User defined reason for creating/updating the index
-            template. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def simulate_index_template(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate matching the given index name against the index templates in the
-        system.
-
-
-        :arg name: Index or template name to simulate
-        :arg body: New index template definition, which will be included
-            in the simulation, as if it already exists in the system
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, the template passed in the body is only
-            used if no existingtemplates match the same index patterns. If `false`,
-            the simulation usesthe template with the highest priority. Note that the
-            template is notpermanently added or updated in either case; it is only
-            used for thesimulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is receivedbefore the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate_index", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_data_stream(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns data streams.
-
-
-        :arg name: Comma-separated list of data stream names used to
-            limit the request. Wildcard (`*`) expressions are supported. If omitted,
-            all data streams are returned.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def simulate_template(
-        self,
-        body: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate resolving the given template name or body.
-
-
-        :arg name: Name of the index template to simulate. To test a
-            template configuration before you add it to the cluster, omit this
-            parameter and specify the template configuration in the request body.
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, the template passed in the body is only
-            used if no existing templates match the same index patterns. If false,
-            the simulation uses the template with the highest priority. Note that
-            the template is not permanently added or updated in either case; it is
-            only used for the simulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
-    )
-    async def resolve_index(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about any matching indices, aliases, and data streams.
-
-
-        :arg name: Comma-separated name(s) or index pattern(s) of the
-            indices, aliases, and data streams to resolve. Resources on remote
-            clusters can be specified using the `<cluster>`:`<name>` syntax.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def add_block(
-        self,
-        index: Any,
-        block: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds a block to an index.
-
-
-        :arg index: A comma separated list of indices to add a block to
-        :arg block: The block to add (one of read, write, read_only or
-            metadata)
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        for param in (index, block):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT", _make_path(index, "_block", block), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def data_streams_stats(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in a data stream.
-
-
-        :arg name: Comma-separated list of data streams used to limit
-            the request. Wildcard expressions (`*`) are supported. To target all
-            data streams in a cluster, omit this parameter or use `*`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_data_stream", name, "_stats"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
deleted file mode 100644
index 848466382..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/ingest.py
+++ /dev/null
@@ -1,256 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IngestClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_pipeline(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a pipeline.
-
-
-        :arg id: Comma-separated list of pipeline IDs to retrieve.
-            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
-            omit this parameter or use `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put_pipeline(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a pipeline.
-
-
-        :arg id: ID of the ingest pipeline to create or update.
-        :arg body: The ingest definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_pipeline(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a pipeline.
-
-
-        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
-            to limit the request. To delete all ingest pipelines in a cluster, use a
-            value of `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
-    async def simulate(
-        self,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to simulate a pipeline with example documents.
-
-
-        :arg body: The simulate definition
-        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
-            the request body, this parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the response includes output data for
-            each processor in the executed pipeline. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_ingest", "pipeline", id, "_simulate"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def processor_grok(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of the built-in patterns.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_ingest/processor/grok", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
deleted file mode 100644
index eba764885..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/nodes.py
+++ /dev/null
@@ -1,294 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class NodesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def reload_secure_settings(
-        self,
-        body: Any = None,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reloads secure settings.
-
-
-        :arg body: An object containing the password for the opensearch
-            keystore
-        :arg node_id: The names of particular nodes in the cluster to
-            target.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_nodes", node_id, "reload_secure_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def info(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limits the information returned to the specific
-            metrics. Supports a comma-separated list, such as http,ingest.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "level",
-        "pretty",
-        "source",
-        "timeout",
-        "types",
-    )
-    async def stats(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        index_metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns statistical information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index_metric: Limit the information returned for indices
-            metric to the specific index metrics. It can be used only if indices (or
-            all) metric is specified.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg types: A comma-separated list of document types for the
-            indexing index metric.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "stats", metric, index_metric),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "doc_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_idle_threads",
-        "interval",
-        "pretty",
-        "snapshots",
-        "source",
-        "threads",
-        "timeout",
-    )
-    async def hot_threads(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about hot threads on each node in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg doc_type: The type to sample. Valid choices are cpu, wait,
-            block.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_idle_threads: Don't show threads that are in known-
-            idle places, such as waiting on a socket select or pulling from an empty
-            task queue. Default is True.
-        :arg interval: The interval for the second sampling of threads.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg snapshots: Number of samples of thread stacktrace. Default
-            is 10.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg threads: Specify the number of threads to provide
-            information for. Default is 3.
-        :arg timeout: Operation timeout.
-        """
-        # type is a reserved word so it cannot be used, use doc_type instead
-        if "doc_type" in params:
-            params["type"] = params.pop("doc_type")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "hot_threads"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def usage(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns low-level information about REST actions usage on nodes.
-
-
-        :arg node_id: A comma-separated list of node IDs or names to
-            limit the returned information; use `_local` to return information from
-            the node you're connecting to, leave empty to get information from all
-            nodes
-        :arg metric: Limits the information returned to the specific
-            metrics. A comma-separated list of the following options: `_all`,
-            `rest_actions`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "usage", metric),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
deleted file mode 100644
index c7d070fcf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/plugins.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from ..plugins.alerting import AlertingClient
-from ..plugins.index_management import IndexManagementClient
-from ..plugins.knn import KnnClient
-from ..plugins.notifications import NotificationsClient
-from ..plugins.rollups import RollupsClient
-from ..plugins.transforms import TransformsClient
-from .client import Client
-from .utils import NamespacedClient
-
-
-class PluginsClient(NamespacedClient):
-    alerting: Any
-    index_management: Any
-
-    def __init__(self, client: Client) -> None:
-        super(PluginsClient, self).__init__(client)
-        self.transforms = TransformsClient(client)
-        self.rollups = RollupsClient(client)
-        self.notifications = NotificationsClient(client)
-        self.knn = KnnClient(client)
-        # self.query_workbench = QueryWorkbenchClient(client)
-        # self.reporting = ReportingClient(client)
-        # self.notebooks = NotebooksClient(client)
-        self.alerting = AlertingClient(client)
-        # self.anomaly_detection = AnomalyDetectionClient(client)
-        # self.trace_analytics = TraceAnalyticsClient(client)
-        self.index_management = IndexManagementClient(client)
-
-        self._dynamic_lookup(client)
-
-    def _dynamic_lookup(self, client: Any) -> None:
-        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
-
-        plugins = [
-            # "query_workbench",
-            # "reporting",
-            # "notebooks",
-            "alerting",
-            # "anomaly_detection",
-            # "trace_analytics",
-            "index_management",
-        ]
-        for plugin in plugins:
-            if not hasattr(client, plugin):
-                setattr(client, plugin, getattr(self, plugin))
-            else:
-                warnings.warn(
-                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
-                    category=RuntimeWarning,
-                    stacklevel=2,
-                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
deleted file mode 100644
index 137872736..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class RemoteClient(NamespacedClient):
-    @query_params()
-    async def info(self, params: Any = None, headers: Any = None) -> Any:
-        return await self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
deleted file mode 100644
index 143ce0b3d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/remote_store.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, query_params
-
-
-class RemoteStoreClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def restore(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores from remote store.
-
-
-        :arg body: Comma-separated list of index IDs
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
deleted file mode 100644
index 9225085fb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/search_pipeline.py
+++ /dev/null
@@ -1,151 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SearchPipelineClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def get(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves information about a specified search pipeline.
-
-
-        :arg id: Comma-separated list of search pipeline ids. Wildcards
-            supported.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
deleted file mode 100644
index e13818691..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/security.py
+++ /dev/null
@@ -1,2344 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SecurityClient(NamespacedClient):
-    from ._patch import health_check, update_audit_config  # type: ignore
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_account_details(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns account details for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/account", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def change_password(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the password for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/account",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one action group.
-
-
-        :arg action_group: Action group to retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_action_groups(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all action groups.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a specified action group.
-
-
-        :arg action_group: Action group to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified action group.
-
-
-        :arg action_group: The name of the action group to create or
-            replace.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an action group.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_action_groups(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple action groups in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_users(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_users(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple internal users in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_roles(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all roles.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_roles(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple roles in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/roles",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_role_mappings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all role mappings.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_role_mappings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates multiple role mappings in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenants(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all tenants.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify a single tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_tenants(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify multiple tenants in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/tenants",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the current Security plugin configuration in JSON format.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the existing configuration using the REST API. Only accessible
-        by admins and users with rest api access and only when put or patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/securityconfig/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update the existing configuration using the REST API.
-        Only accessible by admins and users with rest api access and only when put or
-        patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    async def get_distinguished_names(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the cluster security certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def reload_transport_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload Transport layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/transport/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def reload_http_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload HTTP layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/http/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def flush_cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Flushes the Security plugin user, authentication, and authorization cache.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
-    async def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks to see if the Security plugin is up and running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/health", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_audit_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/audit/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update specified fields in the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/audit",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_distinguished_names(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Bulk update of distinguished names. Only accessible to super-admins and with
-        rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/nodesdn",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "auth_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def authinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authentication information.
-
-
-        :arg auth_type: The type of current authentication request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: Indicates whether a verbose response should be
-            returned.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def authtoken(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authorization token.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Not supported for cache API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def config_upgrade_check(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Check whether or not an upgrade can be performed and what resources can be
-        updated.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def config_upgrade_perform(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Helps cluster operator upgrade missing defaults and stale default definitions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/_upgrade_perform",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the allowlisted APIs. Accessible via Super Admin
-        certificate or REST API permission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_update_tenancy_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the multi-tenancy configuration. Only accessible to admins
-        and users with REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_user_legacy(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all distinguished names in the specified cluster or node allow list.
-        Only accessible to super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_obo_token(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates On-Behalf-Of token for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/api/generateonbehalfoftoken",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_user_token(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins", "_security", "api", "internalusers", username, "authtoken"
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def generate_user_token_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_allowlist(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_dashboards_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    async def get_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_permissions_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the evaluated REST API permissions for the currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/permissionsinfo",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
-    async def get_sslinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the SSL configuration information.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg show_dn: The domain names from all certificates.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_tenancy_config(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves multi-tenancy configuration. Only accessible to admins and users with
-        REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_users_legacy(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/user", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def migrate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Migrates security configuration from v6 to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def patch_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a distinguished cluster name for a specific cluster. Only accessible to
-        super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def post_dashboards_info(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/dashboardsinfo",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def tenant_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the tenant names if any exist. Only accesible to super admins or
-        kibanaserver user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the specified distinguished names in the cluster or node allow
-        list. Only accessible to super-admins and with rest-api permissions when
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
-    )
-    async def validate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks whether the v6 security configuration is valid and ready to be migrated
-        to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def who_am_i(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/whoami", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def who_am_i_protected(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user. User
-        needs to have access to this endpoint when authorization at REST layer is
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
deleted file mode 100644
index 80813d161..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/snapshot.py
+++ /dev/null
@@ -1,611 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SnapshotClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def create(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a snapshot in a repository.
-
-
-        :arg repository: Repository for the snapshot.
-        :arg snapshot: Name of the snapshot. Must be unique in the
-            repository.
-        :arg body: The snapshot definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: If `true`, the request returns a
-            response when the snapshot is complete. If `false`, the request returns
-            a response when the snapshot initializes. Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def delete(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    async def get(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a snapshot.
-
-
-        :arg repository: Comma-separated list of snapshot repository
-            names used to limit the request. Wildcard (*) expressions are supported.
-        :arg snapshot: Comma-separated list of snapshot names to
-            retrieve. Also accepts wildcards (*). - To get information about all
-            snapshots in a registered repository, use a wildcard (*) or _all. - To
-            get information about any snapshots that are currently running, use
-            _current.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, the request returns an error
-            for any snapshots that are unavailable. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If true, returns additional information about each
-            snapshot such as the version of Opensearch which took the snapshot, the
-            start and end times of the snapshot, and the number of shards
-            snapshotted.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def delete_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a repository.
-
-
-        :arg repository: Name of the snapshot repository to unregister.
-            Wildcard (`*`) patterns are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def get_repository(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a repository.
-
-
-        :arg repository: A comma-separated list of repository names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", _make_path("_snapshot", repository), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "verify",
-    )
-    async def create_repository(
-        self,
-        repository: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a repository.
-
-
-        :arg repository: A repository name
-        :arg body: The repository definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        :arg verify: Whether to verify the repository after creation
-        """
-        for param in (repository, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def restore(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A snapshot name
-        :arg body: Details of what to restore
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, snapshot, "_restore"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def status(
-        self,
-        repository: Any = None,
-        snapshot: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the status of a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether to ignore unavailable
-            snapshots, defaults to false which means a SnapshotMissingException is
-            thrown Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot, "_status"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def verify_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Verifies a repository.
-
-
-        :arg repository: A repository name
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_verify"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    async def cleanup_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes stale data from repository.
-
-
-        :arg repository: Snapshot repository to clean up.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_cleanup"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    async def clone(
-        self,
-        repository: Any,
-        snapshot: Any,
-        target_snapshot: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones indices from one snapshot into another snapshot in the same repository.
-
-
-        :arg repository: A repository name
-        :arg snapshot: The name of the snapshot to clone from
-        :arg target_snapshot: The name of the cloned snapshot to create
-        :arg body: The snapshot clone definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot, target_snapshot, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
deleted file mode 100644
index 7302cbacb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/tasks.py
+++ /dev/null
@@ -1,194 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TasksClient(NamespacedClient):
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "group_by",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    async def list(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of tasks.
-
-
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg group_by: Key used to group tasks in the response. Valid
-            choices are nodes, parents, none.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: Parent task ID used to limit returned
-            information. To return all tasks, omit this parameter or use a value of
-            `-1`.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is false.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "actions",
-        "error_trace",
-        "filter_path",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    async def cancel(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Cancels a task, if it can be cancelled through an API.
-
-
-        :arg task_id: ID of the task.
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names used to
-            limit the request.
-        :arg parent_task_id: Parent task ID used to limit the tasks.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request block until the
-            cancellation of the task and its descendant tasks is completed. Defaults
-            to false Default is false.
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_tasks", task_id, "_cancel"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    async def get(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a task.
-
-
-        :arg task_id: ID of the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the task has completed. Default is false.
-        """
-        if task_id in SKIP_IN_PATH:
-            warnings.warn(
-                "Calling client.tasks.get() without a task_id is deprecated "
-                "and will be removed in v8.0. Use client.tasks.list() instead.",
-                category=DeprecationWarning,
-                stacklevel=3,
-            )
-
-        return await self.transport.perform_request(
-            "GET", _make_path("_tasks", task_id), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
deleted file mode 100644
index dfeb096c3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/client/utils.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from ...client.utils import NamespacedClient  # noqa
-from ...client.utils import (
-    SKIP_IN_PATH,
-    _bulk_body,
-    _escape,
-    _make_path,
-    _normalize_hosts,
-    query_params,
-)
-
-__all__ = [
-    "SKIP_IN_PATH",
-    "NamespacedClient",
-    "_make_path",
-    "query_params",
-    "_bulk_body",
-    "_escape",
-    "_normalize_hosts",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
deleted file mode 100644
index 319cf8192..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/compat.py
+++ /dev/null
@@ -1,32 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from asyncio import get_running_loop
-
-from ..compat import *  # noqa
-
-__all__ = ["get_running_loop"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
deleted file mode 100644
index 03f880439..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/actions.py
+++ /dev/null
@@ -1,498 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# Licensed to Elasticsearch B.V.under one or more agreements.
-# Elasticsearch B.V.licenses this file to you under the Apache 2.0 License.
-# See the LICENSE file in the project root for more information
-
-import asyncio
-import logging
-from typing import (
-    Any,
-    AsyncGenerator,
-    AsyncIterable,
-    Collection,
-    Iterable,
-    List,
-    Optional,
-    Tuple,
-    TypeVar,
-    Union,
-)
-
-from ...compat import map
-from ...exceptions import TransportError
-from ...helpers.actions import (
-    _ActionChunker,
-    _process_bulk_chunk_error,
-    _process_bulk_chunk_success,
-    expand_action,
-)
-from ...helpers.errors import ScanError
-
-logger: logging.Logger = logging.getLogger("opensearchpy.helpers")
-
-
-async def _chunk_actions(
-    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
-) -> AsyncGenerator[Any, None]:
-    """
-    Split actions into chunks by number or size, serialize them into strings in
-    the process.
-    """
-    chunker = _ActionChunker(
-        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
-    )
-    async for action, data in actions:
-        ret = chunker.feed(action, data)
-        if ret:
-            yield ret
-    ret = chunker.flush()
-    if ret:
-        yield ret
-
-
-async def _process_bulk_chunk(
-    client: Any,
-    bulk_actions: Any,
-    bulk_data: Any,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> AsyncGenerator[Tuple[bool, Any], None]:
-    """
-    Send a bulk request to opensearch and process the output.
-    """
-    if not isinstance(ignore_status, (list, tuple)):
-        ignore_status = (ignore_status,)
-
-    try:
-        # send the actual request
-        resp = await client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
-    except TransportError as e:
-        gen = _process_bulk_chunk_error(
-            error=e,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_exception=raise_on_exception,
-            raise_on_error=raise_on_error,
-        )
-    else:
-        gen = _process_bulk_chunk_success(
-            resp=resp,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_error=raise_on_error,
-        )
-    for item in gen:
-        yield item
-
-
-T = TypeVar("T")
-
-
-def aiter(x: Union[Iterable[T], AsyncIterable[T]]) -> Any:
-    """Turns an async iterable or iterable into an async iterator"""
-    if hasattr(x, "__anext__"):
-        return x
-    elif hasattr(x, "__aiter__"):
-        return x.__aiter__()
-
-    async def f() -> Any:
-        for item in x:
-            yield item
-
-    return f().__aiter__()
-
-
-async def azip(
-    *iterables: Union[Iterable[T], AsyncIterable[T]]
-) -> AsyncGenerator[Tuple[T, ...], None]:
-    """Zips async iterables and iterables into an async iterator
-    with the same behavior as zip()
-    """
-    aiters = [aiter(x) for x in iterables]
-    try:
-        while True:
-            yield tuple([await x.__anext__() for x in aiters])
-    except StopAsyncIteration:
-        pass
-
-
-async def async_streaming_bulk(
-    client: Any,
-    actions: Any,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    raise_on_error: bool = True,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    max_retries: int = 0,
-    initial_backoff: Union[float, int] = 2,
-    max_backoff: Union[float, int] = 600,
-    yield_ok: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> AsyncGenerator[Tuple[bool, Any], None]:
-    """
-    Streaming bulk consumes actions from the iterable passed in and yields
-    results per action. For non-streaming usecases use
-    :func:`~opensearchpy.helpers.async_bulk` which is a wrapper around streaming
-    bulk that returns summary information about the bulk operation once the
-    entire input is consumed and sent.
-
-    If you specify ``max_retries`` it will also retry any documents that were
-    rejected with a ``429`` status code. To do this it will wait (**by calling
-    asyncio.sleep**) for ``initial_backoff`` seconds and then,
-    every subsequent rejection for the same chunk, for double the time every
-    time up to ``max_backoff`` seconds.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg actions: iterable or async iterable containing the actions to be executed
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg max_retries: maximum number of times a document will be retried when
-        ``429`` is received, set to 0 (default) for no retries on ``429``
-    :arg initial_backoff: number of seconds we should wait before the first
-        retry. Any subsequent retries will be powers of ``initial_backoff *
-        2**retry_number``
-    :arg max_backoff: maximum number of seconds a retry will wait
-    :arg yield_ok: if set to False will skip successful documents in the output
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-
-    async def map_actions() -> Any:
-        async for item in aiter(actions):
-            yield expand_action_callback(item)
-
-    async for bulk_data, bulk_actions in _chunk_actions(
-        map_actions(), chunk_size, max_chunk_bytes, client.transport.serializer
-    ):
-        for attempt in range(max_retries + 1):
-            to_retry: Any = []
-            to_retry_data: Any = []
-            if attempt:
-                await asyncio.sleep(
-                    min(max_backoff, initial_backoff * 2 ** (attempt - 1))
-                )
-
-            try:
-                async for data, (ok, info) in azip(
-                    bulk_data,
-                    _process_bulk_chunk(
-                        client,
-                        bulk_actions,
-                        bulk_data,
-                        raise_on_exception,
-                        raise_on_error,
-                        ignore_status,
-                        *args,
-                        **kwargs,
-                    ),
-                ):
-                    if not ok:
-                        action, info = info.popitem()
-                        # retry if retries enabled, we get 429, and we are not
-                        # in the last attempt
-                        if (
-                            max_retries
-                            and info["status"] == 429
-                            and (attempt + 1) <= max_retries
-                        ):
-                            # _process_bulk_chunk expects strings so we need to
-                            # re-serialize the data
-                            to_retry.extend(
-                                map(client.transport.serializer.dumps, data)
-                            )
-                            to_retry_data.append(data)
-                        else:
-                            yield ok, {action: info}
-                    elif yield_ok:
-                        yield ok, info
-
-            except TransportError as e:
-                # suppress 429 errors since we will retry them
-                if attempt == max_retries or e.status_code != 429:
-                    raise
-            else:
-                if not to_retry:
-                    break
-                # retry only subset of documents that didn't succeed
-                bulk_actions, bulk_data = to_retry, to_retry_data
-
-
-async def async_bulk(
-    client: Any,
-    actions: Union[Iterable[Any], AsyncIterable[Any]],
-    stats_only: bool = False,
-    ignore_status: Optional[Union[int, Collection[int]]] = (),
-    *args: Any,
-    **kwargs: Any
-) -> Tuple[int, Union[int, List[Any]]]:
-    """
-    Helper for the :meth:`~opensearchpy.AsyncOpenSearch.bulk` api that provides
-    a more human friendly interface - it consumes an iterator of actions and
-    sends them to opensearch in chunks. It returns a tuple with summary
-    information - number of successfully executed actions and either list of
-    errors or number of errors if ``stats_only`` is set to ``True``. Note that
-    by default we raise a ``BulkIndexError`` when we encounter an error so
-    options like ``stats_only`` only+ apply when ``raise_on_error`` is set to
-    ``False``.
-
-    When errors are being collected original document data is included in the
-    error dictionary which can lead to an extra high memory usage. If you need
-    to process a lot of data and want to ignore/collect errors please consider
-    using the :func:`~opensearchpy.helpers.async_streaming_bulk` helper which will
-    just return the errors and not store them in memory.
-
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg stats_only: if `True` only report number of successful/failed
-        operations instead of just number of successful and a list of error responses
-    :arg ignore_status: list of HTTP status code that you want to ignore
-
-    Any additional keyword arguments will be passed to
-    :func:`~opensearchpy.helpers.async_streaming_bulk` which is used to execute
-    the operation, see :func:`~opensearchpy.helpers.async_streaming_bulk` for more
-    accepted parameters.
-    """
-    success, failed = 0, 0
-
-    # list of errors to be collected is not stats_only
-    errors = []
-
-    # make streaming_bulk yield successful results so we can count them
-    kwargs["yield_ok"] = True
-    async for ok, item in async_streaming_bulk(  # type: ignore
-        client, actions, ignore_status=ignore_status, *args, **kwargs
-    ):
-        # go through request-response pairs and detect failures
-        if not ok:
-            if not stats_only:
-                errors.append(item)
-            failed += 1
-        else:
-            success += 1
-
-    return success, failed if stats_only else errors
-
-
-async def async_scan(
-    client: Any,
-    query: Any = None,
-    scroll: str = "5m",
-    raise_on_error: bool = True,
-    preserve_order: bool = False,
-    size: int = 1000,
-    request_timeout: Any = None,
-    clear_scroll: bool = True,
-    scroll_kwargs: Any = None,
-    **kwargs: Any
-) -> Any:
-    """
-    Simple abstraction on top of the
-    :meth:`~opensearchpy.AsyncOpenSearch.scroll` api - a simple iterator that
-    yields all hits as returned by underlining scroll requests.
-
-    By default scan does not return results in any pre-determined order. To
-    have a standard order in the returned documents (either by score or
-    explicit sort definition) when scrolling, use ``preserve_order=True``. This
-    may be an expensive operation and will negate the performance benefits of
-    using ``scan``.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use
-    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg raise_on_error: raises an exception (``ScanError``) if an error is
-        encountered (some shards fail to execute). By default we raise.
-    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
-        cause the scroll to paginate with preserving the order. Note that this
-        can be an extremely expensive operation and can easily lead to
-        unpredictable results, use with caution.
-    :arg size: size (per shard) of the batch send at each iteration.
-    :arg request_timeout: explicit timeout for each call to ``scan``
-    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
-        scroll API at the end of the method on completion or error, defaults
-        to true.
-    :arg scroll_kwargs: additional kwargs to be passed to
-        :meth:`~opensearchpy.AsyncOpenSearch.scroll`
-
-    Any additional keyword arguments will be passed to the initial
-    :meth:`~opensearchpy.AsyncOpenSearch.search` call::
-
-        async_scan(client,
-            query={"query": {"match": {"title": "python"}}},
-            index="orders-*",
-            doc_type="books"
-        )
-
-    """
-    scroll_kwargs = scroll_kwargs or {}
-
-    if not preserve_order:
-        query = query.copy() if query else {}
-        query["sort"] = "_doc"
-
-    # Grab options that should be propagated to every
-    # API call within this helper instead of just 'search()'
-    transport_kwargs = {}
-    for key in ("headers", "api_key", "http_auth"):
-        if key in kwargs:
-            transport_kwargs[key] = kwargs[key]
-
-    # If the user is using 'scroll_kwargs' we want
-    # to propagate there too, but to not break backwards
-    # compatibility we'll not override anything already given.
-    if scroll_kwargs is not None and transport_kwargs:
-        for key, val in transport_kwargs.items():
-            scroll_kwargs.setdefault(key, val)
-
-    # initial search
-    resp = await client.search(
-        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
-    )
-    scroll_id = resp.get("_scroll_id")
-
-    try:
-        while scroll_id and resp.get("hits", {}).get("hits"):
-            for hit in resp.get("hits", {}).get("hits", []):
-                yield hit
-
-            _shards = resp.get("_shards")
-
-            if _shards:
-                # Default to 0 if the value isn't included in the response
-                shards_successful = _shards.get("successful", 0)
-                shards_skipped = _shards.get("skipped", 0)
-                shards_total = _shards.get("total", 0)
-
-            # check if we have any errors
-            if (shards_successful + shards_skipped) < shards_total:
-                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
-                logger.warning(
-                    shards_message,
-                    shards_successful,
-                    shards_skipped,
-                    shards_total,
-                )
-                if raise_on_error:
-                    raise ScanError(
-                        scroll_id,
-                        shards_message
-                        % (
-                            shards_successful,
-                            shards_skipped,
-                            shards_total,
-                        ),
-                    )
-            resp = await client.scroll(
-                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
-            )
-            scroll_id = resp.get("_scroll_id")
-
-    finally:
-        if scroll_id and clear_scroll:
-            await client.clear_scroll(
-                body={"scroll_id": [scroll_id]},
-                **transport_kwargs,
-                ignore=(404,),
-            )
-
-
-async def async_reindex(
-    client: Any,
-    source_index: Union[str, Collection[str]],
-    target_index: str,
-    query: Any = None,
-    target_client: Any = None,
-    chunk_size: int = 500,
-    scroll: str = "5m",
-    scan_kwargs: Any = {},
-    bulk_kwargs: Any = {},
-) -> Tuple[int, Union[int, List[Any]]]:
-    """
-    Reindex all documents from one index that satisfy a given query
-    to another, potentially (if `target_client` is specified) on a different cluster.
-    If you don't specify the query you will reindex all the documents.
-
-    Since ``2.3`` a :meth:`~opensearchpy.AsyncOpenSearch.reindex` api is
-    available as part of opensearch itself. It is recommended to use the api
-    instead of this helper wherever possible. The helper is here mostly for
-    backwards compatibility and for situations where more flexibility is
-    needed.
-
-    .. note::
-
-        This helper doesn't transfer mappings, just the data.
-
-    :arg client: instance of :class:`~opensearchpy.AsyncOpenSearch` to use (for
-        read if `target_client` is specified as well)
-    :arg source_index: index (or list of indices) to read documents from
-    :arg target_index: name of the index in the target cluster to populate
-    :arg query: body for the :meth:`~opensearchpy.AsyncOpenSearch.search` api
-    :arg target_client: optional, is specified will be used for writing (thus
-        enabling reindex between clusters)
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg scan_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.async_scan`
-    :arg bulk_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.async_bulk`
-    """
-    target_client = client if target_client is None else target_client
-    docs = async_scan(
-        client, query=query, index=source_index, scroll=scroll, **scan_kwargs
-    )
-
-    async def _change_doc_index(hits: Any, index: Any) -> Any:
-        async for h in hits:
-            h["_index"] = index
-            if "fields" in h:
-                h.update(h.pop("fields"))
-            yield h
-
-    kwargs = {"stats_only": True}
-    kwargs.update(bulk_kwargs)
-    return await async_bulk(
-        target_client,
-        _change_doc_index(docs, target_index),
-        chunk_size=chunk_size,
-        **kwargs,
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
deleted file mode 100644
index 09549068e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/document.py
+++ /dev/null
@@ -1,471 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import collections.abc as collections_abc
-from fnmatch import fnmatch
-from typing import Any, Optional, Tuple, Type
-
-from six import add_metaclass
-
-from opensearchpy._async.client import AsyncOpenSearch
-from opensearchpy._async.helpers.index import AsyncIndex
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import (
-    IllegalOperation,
-    NotFoundError,
-    RequestError,
-    ValidationException,
-)
-from opensearchpy.helpers.document import DocumentMeta
-from opensearchpy.helpers.utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
-
-
-class AsyncIndexMeta(DocumentMeta):
-    # global flag to guard us from associating an Index with the base Document
-    # class, only user defined subclasses should have an _index attr
-    _document_initialized = False
-
-    def __new__(
-        cls,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        new_cls = super(AsyncIndexMeta, cls).__new__(cls, name, bases, attrs)
-        if cls._document_initialized:
-            index_opts = attrs.pop("Index", None)
-            index = cls.construct_index(index_opts, bases)
-            new_cls._index = index
-            index.document(new_cls)
-        cls._document_initialized = True
-        return new_cls
-
-    @classmethod
-    def construct_index(cls, opts: Any, bases: Any) -> Any:
-        if opts is None:
-            for b in bases:
-                if hasattr(b, "_index"):
-                    return b._index
-
-            # Set None as Index name so it will set _all while making the query
-            return AsyncIndex(name=None)
-
-        i = AsyncIndex(
-            getattr(opts, "name", "*"), using=getattr(opts, "using", "default")
-        )
-        i.settings(**getattr(opts, "settings", {}))
-        i.aliases(**getattr(opts, "aliases", {}))
-        for a in getattr(opts, "analyzers", ()):
-            i.analyzer(a)
-        return i
-
-
-@add_metaclass(AsyncIndexMeta)
-class AsyncDocument(ObjectBase):
-    """
-    Model-like class for persisting documents in opensearch.
-    """
-
-    @classmethod
-    def _matches(cls: Any, hit: Any) -> bool:
-        if cls._index._name is None:
-            return True
-        return fnmatch(hit.get("_index", ""), cls._index._name)
-
-    @classmethod
-    def _get_using(cls: Any, using: Any = None) -> Any:
-        return using or cls._index._using
-
-    @classmethod
-    async def _get_connection(cls, using: Optional[AsyncOpenSearch] = None) -> Any:
-        return await get_connection(cls._get_using(using))
-
-    @classmethod
-    def _default_index(cls: Any, index: Any = None) -> Any:
-        return index or cls._index._name
-
-    @classmethod
-    async def init(
-        cls: Any, index: Optional[str] = None, using: Optional[AsyncOpenSearch] = None
-    ) -> None:
-        """
-        Create the index and populate the mappings in opensearch.
-        """
-        i = cls._index
-        if index:
-            i = i.clone(name=index)
-        await i.save(using=using)
-
-    def _get_index(
-        self, index: Optional[str] = None, required: Optional[bool] = True
-    ) -> Any:
-        if index is None:
-            index = getattr(self.meta, "index", None)
-        if index is None:
-            index = getattr(self._index, "_name", None)
-        if index is None and required:
-            raise ValidationException("No index")
-        if index and "*" in index:
-            raise ValidationException("You cannot write to a wildcard index.")
-        return index
-
-    def __repr__(self) -> str:
-        return "{}({})".format(
-            self.__class__.__name__,
-            ", ".join(
-                "{}={!r}".format(key, getattr(self.meta, key))
-                for key in ("index", "id")
-                if key in self.meta
-            ),
-        )
-
-    @classmethod
-    def search(cls, using: Any = None, index: Any = None) -> AsyncSearch:
-        """
-        Create an :class:`~opensearchpy.AsyncSearch` instance that will search
-        over this ``Document``.
-        """
-        return AsyncSearch(
-            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
-        )
-
-    @classmethod
-    async def get(  # type: ignore
-        cls,
-        id: Any,
-        using: Any = None,
-        index: Any = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to be retrieved
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.get`` unchanged.
-        """
-        opensearch = await cls._get_connection(using)
-        doc = await opensearch.get(index=cls._default_index(index), id=id, **kwargs)
-        if not doc.get("found", False):
-            return None
-        return cls.from_opensearch(doc)
-
-    @classmethod
-    async def exists(
-        cls,
-        id: str,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        check if exists a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to check if exists
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.exists`` unchanged.
-        """
-        opensearch = await cls._get_connection(using)
-        return await opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
-
-    @classmethod
-    async def mget(
-        cls,
-        docs: Any,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        raise_on_error: Optional[bool] = True,
-        missing: Optional[str] = "none",
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve multiple document by their ``id``'s. Returns a list of instances
-        in the same order as requested.
-
-        :arg docs: list of ``id``'s of the documents to be retrieved or a list
-            of document specifications as per
-            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg missing: what to do when one of the documents requested is not
-            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
-            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.mget`` unchanged.
-        """
-        if missing not in ("raise", "skip", "none"):
-            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
-        opensearch = await cls._get_connection(using)
-        body = {
-            "docs": [
-                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
-                for doc in docs
-            ]
-        }
-        results = await opensearch.mget(body, index=cls._default_index(index), **kwargs)
-
-        objs: Any = []
-        error_docs: Any = []
-        missing_docs: Any = []
-        for doc in results["docs"]:
-            if doc.get("found"):
-                if error_docs or missing_docs:
-                    # We're going to raise an exception anyway, so avoid an
-                    # expensive call to cls.from_opensearch().
-                    continue
-
-                objs.append(cls.from_opensearch(doc))
-
-            elif doc.get("error"):
-                if raise_on_error:
-                    error_docs.append(doc)
-                if missing == "none":
-                    objs.append(None)
-
-            # The doc didn't cause an error, but the doc also wasn't found.
-            elif missing == "raise":
-                missing_docs.append(doc)
-            elif missing == "none":
-                objs.append(None)
-
-        if error_docs:
-            error_ids = [doc["_id"] for doc in error_docs]
-            message = "Required routing not provided for documents %s."
-            message %= ", ".join(error_ids)
-            raise RequestError(400, message, error_docs)
-        if missing_docs:
-            missing_ids = [doc["_id"] for doc in missing_docs]
-            message = "Documents %s not found." % ", ".join(missing_ids)
-            raise NotFoundError(404, message, {"docs": missing_docs})
-        return objs
-
-    async def delete(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Delete the instance in opensearch.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.delete`` unchanged.
-        """
-        opensearch = await self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        await opensearch.delete(index=self._get_index(index), **doc_meta)
-
-    def to_dict(  # type: ignore
-        self, include_meta: Optional[bool] = False, skip_empty: Optional[bool] = True
-    ) -> Any:
-        """
-        Serialize the instance into a dictionary so that it can be saved in opensearch.
-
-        :arg include_meta: if set to ``True`` will include all the metadata
-            (``_index``, ``_id`` etc). Otherwise just the document's
-            data is serialized.
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        """
-        d = super(AsyncDocument, self).to_dict(skip_empty)
-        if not include_meta:
-            return d
-
-        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # in case of to_dict include the index unlike save/update/delete
-        index = self._get_index(required=False)
-        if index is not None:
-            meta["_index"] = index
-
-        meta["_source"] = d
-        return meta
-
-    async def update(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        detect_noop: Optional[bool] = True,
-        doc_as_upsert: Optional[bool] = False,
-        refresh: Optional[bool] = False,
-        retry_on_conflict: Optional[bool] = None,
-        script: Any = None,
-        script_id: Optional[str] = None,
-        scripted_upsert: Optional[bool] = False,
-        upsert: Optional[bool] = None,
-        return_doc_meta: Optional[bool] = False,
-        **fields: Any,
-    ) -> Any:
-        """
-        Partial update of the document, specify fields you wish to update and
-        both the instance and the document in opensearch will be updated::
-
-            doc = MyDocument(title='Document Title!')
-            doc.save()
-            doc.update(title='New Document Title!')
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg detect_noop: Set to ``False`` to disable noop detection.
-        :arg refresh: Control when the changes made by this request are visible
-            to search. Set to ``True`` for immediate effect.
-        :arg retry_on_conflict: In between the get and indexing phases of the
-            update, it is possible that another process might have already
-            updated the same document. By default, the update will fail with a
-            version conflict exception. The retry_on_conflict parameter
-            controls how many times to retry the update before finally throwing
-            an exception.
-        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
-            doc, setting doc_as_upsert to true will use the contents of doc as
-            the upsert value
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            index API call instead of only the operation result
-
-        :return operation result noop/updated
-        """
-        body: Any = {
-            "doc_as_upsert": doc_as_upsert,
-            "detect_noop": detect_noop,
-        }
-
-        # scripted update
-        if script or script_id:
-            if upsert is not None:
-                body["upsert"] = upsert
-
-            if script:
-                script = {"source": script}
-            else:
-                script = {"id": script_id}
-
-            script["params"] = fields
-
-            body["script"] = script
-            body["scripted_upsert"] = scripted_upsert
-
-        # partial document update
-        else:
-            if not fields:
-                raise IllegalOperation(
-                    "You cannot call update() without updating individual fields or a script. "
-                    "If you wish to update the entire object use save()."
-                )
-
-            # update given fields locally
-            merge(self, fields)
-
-            # prepare data for OpenSearch
-            values = self.to_dict()
-
-            # if fields were given: partial update
-            body["doc"] = {k: values.get(k) for k in fields.keys()}
-
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        if retry_on_conflict is not None:
-            doc_meta["retry_on_conflict"] = retry_on_conflict
-
-        # Optimistic concurrency control
-        if (
-            retry_on_conflict in (None, 0)
-            and "seq_no" in self.meta
-            and "primary_term" in self.meta
-        ):
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        meta = await (await self._get_connection(using)).update(
-            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
-
-    async def save(
-        self,
-        using: Optional[AsyncOpenSearch] = None,
-        index: Optional[str] = None,
-        validate: Optional[bool] = True,
-        skip_empty: Optional[bool] = True,
-        return_doc_meta: Optional[bool] = False,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Save the document into opensearch. If the document doesn't exist it
-        is created, it is overwritten otherwise. Returns ``True`` if this
-        operations resulted in new document being created.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg validate: set to ``False`` to skip validating the document
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            update API call instead of only the operation result
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.index`` unchanged.
-
-        :return operation result created/updated
-        """
-        if validate:
-            self.full_clean()
-
-        opensearch = await self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        meta = await opensearch.index(
-            index=self._get_index(index),
-            body=self.to_dict(skip_empty=skip_empty),
-            **doc_meta,
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
deleted file mode 100644
index 2b0501d98..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/faceted_search.py
+++ /dev/null
@@ -1,202 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from six import iteritems, itervalues
-
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy.helpers.faceted_search import FacetedResponse
-from opensearchpy.helpers.query import MatchAll
-
-
-class AsyncFacetedSearch(object):
-    """
-    Abstraction for creating faceted navigation searches that takes care of
-    composing the queries, aggregations and filters as needed as well as
-    presenting the results in an easy-to-consume fashion::
-
-        class BlogSearch(AsyncFacetedSearch):
-            index = 'blogs'
-            doc_types = [Blog, Post]
-            fields = ['title^5', 'category', 'description', 'body']
-
-            facets = {
-                'type': TermsFacet(field='_type'),
-                'category': TermsFacet(field='category'),
-                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
-            }
-
-            def search(self):
-                ' Override search to add your own filters '
-                s = super(BlogSearch, self).search()
-                return s.filter('term', published=True)
-
-        # when using:
-        blog_search = BlogSearch("web framework", filters={"category": "python"})
-
-        # supports pagination
-        blog_search[10:20]
-
-        response = await blog_search.execute()
-
-        # easy access to aggregation results:
-        for category, hit_count, is_selected in response.facets.category:
-            print(
-                "Category %s has %d hits%s." % (
-                    category,
-                    hit_count,
-                    ' and is chosen' if is_selected else ''
-                )
-            )
-
-    """
-
-    index: Any = None
-    doc_types: Any = None
-    fields: Any = None
-    facets: Any = {}
-    using: str = "default"
-
-    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
-        """
-        :arg query: the text to search for
-        :arg filters: facet values to filter
-        :arg sort: sort information to be passed to :class:`~opensearchpy.AsyncSearch`
-        """
-        self._query = query
-        self._filters: Any = {}
-        self._sort = sort
-        self.filter_values: Any = {}
-        for name, value in iteritems(filters):
-            self.add_filter(name, value)
-
-        self._s = self.build_search()
-
-    async def count(self) -> Any:
-        return await self._s.count()
-
-    def __getitem__(self, k: Any) -> Any:
-        self._s = self._s[k]
-        return self
-
-    def __iter__(self) -> Any:
-        return iter(self._s)
-
-    def add_filter(self, name: Any, filter_values: Any) -> None:
-        """
-        Add a filter for a facet.
-        """
-        # normalize the value into a list
-        if not isinstance(filter_values, (tuple, list)):
-            if filter_values is None:
-                return
-            filter_values = [
-                filter_values,
-            ]
-
-        # remember the filter values for use in FacetedResponse
-        self.filter_values[name] = filter_values
-
-        # get the filter from the facet
-        f = self.facets[name].add_filter(filter_values)
-        if f is None:
-            return
-
-        self._filters[name] = f
-
-    def search(self) -> Any:
-        """
-        Returns the base Search object to which the facets are added.
-
-        You can customize the query by overriding this method and returning a
-        modified search object.
-        """
-        s = AsyncSearch(doc_type=self.doc_types, index=self.index, using=self.using)
-        return s.response_class(FacetedResponse)
-
-    def query(self, search: Any, query: Any) -> Any:
-        """
-        Add query part to ``search``.
-
-        Override this if you wish to customize the query used.
-        """
-        if query:
-            if self.fields:
-                return search.query("multi_match", fields=self.fields, query=query)
-            else:
-                return search.query("multi_match", query=query)
-        return search
-
-    def aggregate(self, search: Any) -> Any:
-        """
-        Add aggregations representing the facets selected, including potential
-        filters.
-        """
-        for f, facet in iteritems(self.facets):
-            agg = facet.get_aggregation()
-            agg_filter = MatchAll()
-            for field, filter in iteritems(self._filters):
-                if f == field:
-                    continue
-                agg_filter &= filter
-            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
-                f, agg
-            )
-
-    def filter(self, search: Any) -> Any:
-        """
-        Add a ``post_filter`` to the search request narrowing the results based
-        on the facet filters.
-        """
-        if not self._filters:
-            return search
-
-        post_filter = MatchAll()
-        for f in itervalues(self._filters):
-            post_filter &= f
-        return search.post_filter(post_filter)
-
-    def highlight(self, search: Any) -> Any:
-        """
-        Add highlighting for all the fields
-        """
-        return search.highlight(
-            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
-        )
-
-    def sort(self, search: Any) -> Any:
-        """
-        Add sorting information to the request.
-        """
-        if self._sort:
-            search = search.sort(*self._sort)
-        return search
-
-    def build_search(self) -> Any:
-        """
-        Construct the ``AsyncSearch`` object.
-        """
-        s = self.search()
-        s = self.query(s, self._query)
-        s = self.filter(s)
-        if self.fields:
-            s = self.highlight(s)
-        s = self.sort(s)
-        self.aggregate(s)
-        return s
-
-    async def execute(self) -> Any:
-        """
-        Execute the search and return the response.
-        """
-        r = await self._s.execute()
-        r._faceted_search = self
-        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
deleted file mode 100644
index e7b337485..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/index.py
+++ /dev/null
@@ -1,663 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from opensearchpy._async.helpers.mapping import AsyncMapping
-from opensearchpy._async.helpers.search import AsyncSearch
-from opensearchpy._async.helpers.update_by_query import AsyncUpdateByQuery
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import IllegalOperation
-from opensearchpy.helpers import analysis
-from opensearchpy.helpers.utils import merge
-
-
-class AsyncIndexTemplate(object):
-    def __init__(
-        self,
-        name: Any,
-        template: Any,
-        index: Any = None,
-        order: Any = None,
-        **kwargs: Any
-    ) -> None:
-        if index is None:
-            self._index = AsyncIndex(template, **kwargs)
-        else:
-            if kwargs:
-                raise ValueError(
-                    "You cannot specify options for Index when"
-                    " passing an Index instance."
-                )
-            self._index = index.clone()
-            self._index._name = template
-        self._template_name = name
-        self.order = order
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._index, attr_name)
-
-    def to_dict(self) -> Any:
-        d = self._index.to_dict()
-        d["index_patterns"] = [self._index._name]
-        if self.order is not None:
-            d["order"] = self.order
-        return d
-
-    async def save(self, using: Any = None) -> Any:
-        opensearch = await get_connection(using or self._index._using)
-        return await opensearch.indices.put_template(
-            name=self._template_name, body=self.to_dict()
-        )
-
-
-class AsyncIndex(object):
-    def __init__(self, name: Any, using: Any = "default") -> None:
-        """
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        self._name = name
-        self._doc_types: Any = []
-        self._using = using
-        self._settings: Any = {}
-        self._aliases: Any = {}
-        self._analysis: Any = {}
-        self._mapping: Any = None
-
-    def get_or_create_mapping(self) -> Any:
-        if self._mapping is None:
-            self._mapping = AsyncMapping()
-        return self._mapping
-
-    def as_template(
-        self, template_name: Any, pattern: Any = None, order: Any = None
-    ) -> Any:
-        # TODO: should we allow pattern to be a top-level arg?
-        # or maybe have an IndexPattern that allows for it and have
-        # AsyncDocument._index be that?
-        return AsyncIndexTemplate(
-            template_name, pattern or self._name, index=self, order=order
-        )
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
-            if field is not None:
-                return nested, field
-        if self._mapping:
-            return self._mapping.resolve_nested(field_path)
-        return (), None
-
-    def resolve_field(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            field = doc._doc_type.mapping.resolve_field(field_path)
-            if field is not None:
-                return field
-        if self._mapping:
-            return self._mapping.resolve_field(field_path)
-        return None
-
-    async def load_mappings(self, using: Any = None) -> None:
-        await self.get_or_create_mapping().update_from_opensearch(
-            self._name, using=using or self._using
-        )
-
-    def clone(self, name: Any = None, using: Any = None) -> Any:
-        """
-        Create a copy of the instance with another name or connection alias.
-        Useful for creating multiple indices with shared configuration::
-
-            i = AsyncIndex('base-index')
-            i.settings(number_of_shards=1)
-            await i.create()
-
-            i2 = i.clone('other-index')
-            await i2.create()
-
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        i = AsyncIndex(name or self._name, using=using or self._using)
-        i._settings = self._settings.copy()
-        i._aliases = self._aliases.copy()
-        i._analysis = self._analysis.copy()
-        i._doc_types = self._doc_types[:]
-        if self._mapping is not None:
-            i._mapping = self._mapping._clone()
-        return i
-
-    async def _get_connection(self, using: Any = None) -> Any:
-        if self._name is None:
-            raise ValueError("You cannot perform API calls on the default index.")
-        return await get_connection(using or self._using)
-
-    connection = property(_get_connection)
-
-    def mapping(self, mapping: Any) -> None:
-        """
-        Associate a mapping (an instance of
-        :class:`~opensearchpy.AsyncMapping`) with this index.
-        This means that, when this index is created, it will contain the
-        mappings for the document type defined by those mappings.
-        """
-        self.get_or_create_mapping().update(mapping)
-
-    def document(self, document: Any) -> Any:
-        """
-        Associate a :class:`~opensearchpy.AsyncDocument` subclass with an index.
-        This means that, when this index is created, it will contain the
-        mappings for the ``AsyncDocument``. If the ``AsyncDocument`` class doesn't have a
-        default index yet (by defining ``class AsyncIndex``), this instance will be
-        used. Can be used as a decorator::
-
-            i = AsyncIndex('blog')
-
-            @i.document
-            class Post(AsyncDocument):
-                title = Text()
-
-            # create the index, including Post mappings
-            await i.create()
-
-            # .search() will now return a AsyncSearch object that will return
-            # properly deserialized Post instances
-            s = i.search()
-        """
-        self._doc_types.append(document)
-
-        # If the document index does not have any name, that means the user
-        # did not set any index already to the document.
-        # So set this index as document index
-        if document._index._name is None:
-            document._index = self
-
-        return document
-
-    def settings(self, **kwargs: Any) -> "AsyncIndex":
-        """
-        Add settings to the index::
-
-            i = AsyncIndex('i')
-            i.settings(number_of_shards=1, number_of_replicas=0)
-
-        Multiple calls to ``settings`` will merge the keys, later overriding
-        the earlier.
-        """
-        self._settings.update(kwargs)
-        return self
-
-    def aliases(self, **kwargs: Any) -> "AsyncIndex":
-        """
-        Add aliases to the index definition::
-
-            i = AsyncIndex('blog-v2')
-            i.aliases(blog={}, published={'filter': Q('term', published=True)})
-        """
-        self._aliases.update(kwargs)
-        return self
-
-    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
-        """
-        Explicitly add an analyzer to an index. Note that all custom analyzers
-        defined in mappings will also be created. This is useful for search analyzers.
-
-        Example::
-
-            from opensearchpy import analyzer, tokenizer
-
-            my_analyzer = analyzer('my_analyzer',
-                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
-                filter=['lowercase']
-            )
-
-            i = AsyncIndex('blog')
-            i.analyzer(my_analyzer)
-
-        """
-        analyzer = analysis.analyzer(*args, **kwargs)
-        d = analyzer.get_analysis_definition()
-        # empty custom analyzer, probably already defined out of our control
-        if not d:
-            return
-
-        # merge the definition
-        merge(self._analysis, d, True)
-
-    def to_dict(self) -> Any:
-        out = {}
-        if self._settings:
-            out["settings"] = self._settings
-        if self._aliases:
-            out["aliases"] = self._aliases
-        mappings: Any = self._mapping.to_dict() if self._mapping else {}
-        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
-        for d in self._doc_types:
-            mapping = d._doc_type.mapping
-            merge(mappings, mapping.to_dict(), True)
-            merge(analysis, mapping._collect_analysis(), True)
-        if mappings:
-            out["mappings"] = mappings
-        if analysis or self._analysis:
-            merge(analysis, self._analysis)
-            out.setdefault("settings", {})["analysis"] = analysis
-        return out
-
-    def search(self, using: Any = None) -> Any:
-        """
-        Return a :class:`~opensearchpy.AsyncSearch` object searching over the
-        index (or all the indices belonging to this template) and its
-        ``Document``\\s.
-        """
-        return AsyncSearch(
-            using=using or self._using, index=self._name, doc_type=self._doc_types
-        )
-
-    def updateByQuery(self, using: Any = None) -> Any:  # pylint: disable=invalid-name
-        """
-        Return a :class:`~opensearchpy.AsyncUpdateByQuery` object searching over the index
-        (or all the indices belonging to this template) and updating Documents that match
-        the search criteria.
-
-        For more information, see here:
-        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
-        """
-        return AsyncUpdateByQuery(
-            using=using or self._using,
-            index=self._name,
-        )
-
-    async def create(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Creates the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.create`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.create(
-            index=self._name, body=self.to_dict(), **kwargs
-        )
-
-    async def is_closed(self, using: Any = None) -> Any:
-        state = await (await self._get_connection(using)).cluster.state(
-            index=self._name, metric="metadata"
-        )
-        return state["metadata"]["indices"][self._name]["state"] == "close"
-
-    async def save(self, using: Any = None) -> Any:
-        """
-        Sync the index definition with opensearch, creating the index if it
-        doesn't exist and updating its settings and mappings if it does.
-
-        Note some settings and mapping changes cannot be done on an open
-        index (or at all on an existing index) and for those this method will
-        fail with the underlying exception.
-        """
-        if not await self.exists(using=using):
-            return await self.create(using=using)
-
-        body = self.to_dict()
-        settings = body.pop("settings", {})
-        analysis = settings.pop("analysis", None)
-        current_settings = (await self.get_settings(using=using))[self._name][
-            "settings"
-        ]["index"]
-        if analysis:
-            if await self.is_closed(using=using):
-                # closed index, update away
-                settings["analysis"] = analysis
-            else:
-                # compare analysis definition, if all analysis objects are
-                # already defined as requested, skip analysis update and
-                # proceed, otherwise raise IllegalOperation
-                existing_analysis = current_settings.get("analysis", {})
-                if any(
-                    existing_analysis.get(section, {}).get(k, None)
-                    != analysis[section][k]
-                    for section in analysis
-                    for k in analysis[section]
-                ):
-                    raise IllegalOperation(
-                        "You cannot update analysis configuration on an open index, "
-                        "you need to close index %s first." % self._name
-                    )
-
-        # try and update the settings
-        if settings:
-            settings = settings.copy()
-            for k, v in list(settings.items()):
-                if k in current_settings and current_settings[k] == str(v):
-                    del settings[k]
-
-            if settings:
-                await self.put_settings(using=using, body=settings)
-
-        # update the mappings, any conflict in the mappings will result in an
-        # exception
-        mappings = body.pop("mappings", {})
-        if mappings:
-            await self.put_mapping(using=using, body=mappings)
-
-    async def analyze(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Perform the analysis process on a text and return the tokens breakdown
-        of the text.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.analyze`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.analyze(
-            index=self._name, **kwargs
-        )
-
-    async def refresh(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Performs a refresh operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.refresh`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.refresh(
-            index=self._name, **kwargs
-        )
-
-    async def flush(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Performs a flush operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.flush`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.flush(
-            index=self._name, **kwargs
-        )
-
-    async def get(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The get index API allows to retrieve information about the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get(
-            index=self._name, **kwargs
-        )
-
-    async def open(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Opens the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.open`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.open(
-            index=self._name, **kwargs
-        )
-
-    async def close(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Closes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.close`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.close(
-            index=self._name, **kwargs
-        )
-
-    async def delete(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Deletes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.delete`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.delete(
-            index=self._name, **kwargs
-        )
-
-    async def exists(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Returns ``True`` if the index already exists in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.exists`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.exists(
-            index=self._name, **kwargs
-        )
-
-    async def put_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Register specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def get_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def get_field_mapping(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve mapping definition of a specific field.
-
-        Any additional keyword arguments will be passed to
-        ``Async OpenSearch.indices.get_field_mapping`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_field_mapping(
-            index=self._name, **kwargs
-        )
-
-    async def put_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Create an alias for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_alias(
-            index=self._name, **kwargs
-        )
-
-    async def exists_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Return a boolean indicating whether given alias exists for this index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.exists_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.exists_alias(
-            index=self._name, **kwargs
-        )
-
-    async def get_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve a specified alias.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_alias(
-            index=self._name, **kwargs
-        )
-
-    async def delete_alias(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Delete specific alias.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.delete_alias`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.delete_alias(
-            index=self._name, **kwargs
-        )
-
-    async def get_settings(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve settings for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_settings`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_settings(
-            index=self._name, **kwargs
-        )
-
-    async def put_settings(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Change specific index level settings in real time.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.put_settings`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.put_settings(
-            index=self._name, **kwargs
-        )
-
-    async def stats(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Retrieve statistics on different operations happening on the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.stats`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.stats(
-            index=self._name, **kwargs
-        )
-
-    async def segments(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Provide low level segments information that a Lucene index (shard
-        level) is built with.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.segments`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.segments(
-            index=self._name, **kwargs
-        )
-
-    async def validate_query(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Validate a potentially expensive query without executing it.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.validate_query`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.validate_query(
-            index=self._name, **kwargs
-        )
-
-    async def clear_cache(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Clear all caches or specific cached associated with the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.clear_cache`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.clear_cache(
-            index=self._name, **kwargs
-        )
-
-    async def recovery(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The indices recovery API provides insight into on-going shard
-        recoveries for the index.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.recovery`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.recovery(
-            index=self._name, **kwargs
-        )
-
-    async def upgrade(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Upgrade the index to the latest format.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.upgrade`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.upgrade(
-            index=self._name, **kwargs
-        )
-
-    async def get_upgrade(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Monitor how much of the index is upgraded.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.get_upgrade`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.get_upgrade(
-            index=self._name, **kwargs
-        )
-
-    async def shard_stores(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        Provides store information for shard copies of the index. Store
-        information reports on which nodes shard copies exist, the shard copy
-        version, indicating how recent they are, and any exceptions encountered
-        while opening the shard index or from earlier engine failure.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.shard_stores`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.shard_stores(
-            index=self._name, **kwargs
-        )
-
-    async def forcemerge(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The force merge API allows to force merging of the index through an
-        API. The merge relates to the number of segments a Lucene index holds
-        within each shard. The force merge operation allows to reduce the
-        number of segments by merging them.
-
-        This call will block until the merge is complete. If the http
-        connection is lost, the request will continue in the background, and
-        any new requests will block until the previous force merge is complete.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.forcemerge`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.forcemerge(
-            index=self._name, **kwargs
-        )
-
-    async def shrink(self, using: Any = None, **kwargs: Any) -> Any:
-        """
-        The shrink index API allows you to shrink an existing index into a new
-        index with fewer primary shards. The number of primary shards in the
-        target index must be a factor of the shards in the source index. For
-        example an index with 8 primary shards can be shrunk into 4, 2 or 1
-        primary shards or an index with 15 primary shards can be shrunk into 5,
-        3 or 1. If the number of shards in the index is a prime number it can
-        only be shrunk into a single primary shard. Before shrinking, a
-        (primary or replica) copy of every shard in the index must be present
-        on the same node.
-
-        Any additional keyword arguments will be passed to
-        ``AsyncOpenSearch.indices.shrink`` unchanged.
-        """
-        return await (await self._get_connection(using)).indices.shrink(
-            index=self._name, **kwargs
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
deleted file mode 100644
index 93f04f055..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/mapping.py
+++ /dev/null
@@ -1,169 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any
-
-from six import iteritems
-
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.helpers.field import Nested, Text
-from opensearchpy.helpers.mapping import META_FIELDS, Properties
-
-
-class AsyncMapping(object):
-    _meta: Any
-    properties: Properties
-
-    def __init__(self) -> None:
-        self.properties = Properties()
-        self._meta = {}
-
-    def __repr__(self) -> str:
-        return "Mapping()"
-
-    def _clone(self) -> Any:
-        m = AsyncMapping()
-        m.properties._params = self.properties._params.copy()
-        return m
-
-    @classmethod
-    async def from_opensearch(cls, index: Any, using: str = "default") -> Any:
-        m = cls()
-        await m.update_from_opensearch(index, using)
-        return m
-
-    def resolve_nested(self, field_path: str) -> Any:
-        field = self
-        nested = []
-        parts = field_path.split(".")
-        for i, step in enumerate(parts):
-            try:
-                field = field[step]
-            except KeyError:
-                return (), None
-            if isinstance(field, Nested):
-                nested.append(".".join(parts[: i + 1]))
-        return nested, field
-
-    def resolve_field(self, field_path: Any) -> Any:
-        field = self
-        for step in field_path.split("."):
-            try:
-                field = field[step]
-            except KeyError:
-                return None
-        return field
-
-    def _collect_analysis(self) -> Any:
-        analysis: Any = {}
-        fields: Any = []
-        if "_all" in self._meta:
-            fields.append(Text(**self._meta["_all"]))
-
-        for f in chain(fields, self.properties._collect_fields()):
-            for analyzer_name in (
-                "analyzer",
-                "normalizer",
-                "search_analyzer",
-                "search_quote_analyzer",
-            ):
-                if not hasattr(f, analyzer_name):
-                    continue
-                analyzer = getattr(f, analyzer_name)
-                d = analyzer.get_analysis_definition()
-                # empty custom analyzer, probably already defined out of our control
-                if not d:
-                    continue
-
-                # merge the definition
-                # TODO: conflict detection/resolution
-                for key in d:
-                    analysis.setdefault(key, {}).update(d[key])
-
-        return analysis
-
-    async def save(self, index: Any, using: str = "default") -> Any:
-        from opensearchpy._async.helpers.index import AsyncIndex
-
-        index = AsyncIndex(index, using=using)
-        index.mapping(self)
-        return await index.save()
-
-    async def update_from_opensearch(self, index: Any, using: str = "default") -> None:
-        opensearch = await get_connection(using)
-        raw = await opensearch.indices.get_mapping(index=index)
-        _, raw = raw.popitem()
-        self._update_from_dict(raw["mappings"])
-
-    def _update_from_dict(self, raw: Any) -> None:
-        for name, definition in iteritems(raw.get("properties", {})):
-            self.field(name, definition)
-
-        # metadata like _all etc
-        for name, value in iteritems(raw):
-            if name != "properties":
-                if isinstance(value, collections_abc.Mapping):
-                    self.meta(name, **value)
-                else:
-                    self.meta(name, value)
-
-    def update(self, mapping: Any, update_only: bool = False) -> None:
-        for name in mapping:
-            if update_only and name in self:
-                # nested and inner objects, merge recursively
-                if hasattr(self[name], "update"):
-                    # FIXME only merge subfields, not the settings
-                    self[name].update(mapping[name], update_only)
-                continue
-            self.field(name, mapping[name])
-
-        if update_only:
-            for name in mapping._meta:
-                if name not in self._meta:
-                    self._meta[name] = mapping._meta[name]
-        else:
-            self._meta.update(mapping._meta)
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self.properties.properties
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties.properties[name]
-
-    def __iter__(self) -> Any:
-        return iter(self.properties.properties)
-
-    def field(self, *args: Any, **kwargs: Any) -> "AsyncMapping":
-        self.properties.field(*args, **kwargs)
-        return self
-
-    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "AsyncMapping":
-        if not name.startswith("_") and name not in META_FIELDS:
-            name = "_" + name
-
-        if params and kwargs:
-            raise ValueError("Meta configs cannot have both value and a dictionary.")
-
-        self._meta[name] = kwargs if params is None else params
-        return self
-
-    def to_dict(self) -> Any:
-        meta = self._meta
-
-        # hard coded serialization of analyzers in _all
-        if "_all" in meta:
-            meta = meta.copy()
-            _all = meta["_all"] = meta["_all"].copy()
-            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
-                if hasattr(_all.get(f, None), "to_dict"):
-                    _all[f] = _all[f].to_dict()
-        meta.update(self.properties.to_dict())
-        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
deleted file mode 100644
index 7f09ba7f3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/search.py
+++ /dev/null
@@ -1,537 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import copy
-from typing import Any, Sequence
-
-from six import iteritems, string_types
-
-from opensearchpy._async.helpers.actions import aiter, async_scan
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.exceptions import IllegalOperation, TransportError
-from opensearchpy.helpers.aggs import A
-from opensearchpy.helpers.query import Bool, Q
-from opensearchpy.helpers.response import Response
-from opensearchpy.helpers.search import AggsProxy, ProxyDescriptor, QueryProxy, Request
-from opensearchpy.helpers.utils import AttrDict, recursive_to_dict
-
-
-class AsyncSearch(Request):
-    query = ProxyDescriptor("query")
-    post_filter = ProxyDescriptor("post_filter")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Search request to opensearch.
-
-        :arg using: `AsyncOpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-        """
-        super(AsyncSearch, self).__init__(**kwargs)
-
-        self.aggs = AggsProxy(self)
-        self._sort: Sequence[Any] = []
-        self._source: Any = None
-        self._highlight: Any = {}
-        self._highlight_opts: Any = {}
-        self._suggest: Any = {}
-        self._script_fields: Any = {}
-        self._response_class: Any = Response
-
-        self._query_proxy = QueryProxy(self, "query")
-        self._post_filter_proxy = QueryProxy(self, "post_filter")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    def __getitem__(self, n: Any) -> Any:
-        """
-        Support slicing the `AsyncSearch` instance for pagination.
-
-        Slicing equates to the from/size parameters. E.g.::
-
-            s = AsyncSearch().query(...)[0:25]
-
-        is equivalent to::
-
-            s = AsyncSearch().query(...).extra(from_=0, size=25)
-
-        """
-        s = self._clone()
-
-        if isinstance(n, slice):
-            # If negative slicing, abort.
-            if n.start and n.start < 0 or n.stop and n.stop < 0:
-                raise ValueError("AsyncSearch does not support negative slicing.")
-            # OpenSearch won't get all results so we default to size: 10 if
-            # stop not given.
-            s._extra["from"] = n.start or 0
-            s._extra["size"] = max(
-                0, n.stop - (n.start or 0) if n.stop is not None else 10
-            )
-            return s
-        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
-            # If negative index, abort.
-            if n < 0:
-                raise ValueError("AsyncSearch does not support negative indexing.")
-            s._extra["from"] = n
-            s._extra["size"] = 1
-            return s
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `AsyncSearch` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            s = AsyncSearch.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "aggs": {...}
-            })
-            s = s.filter('term', published=True)
-        """
-        s = cls()
-        s.update_from_dict(d)
-        return s
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        s = super(AsyncSearch, self)._clone()
-
-        s._response_class = self._response_class
-        s._sort = self._sort[:]
-        s._source = copy.copy(self._source) if self._source is not None else None
-        s._highlight = self._highlight.copy()
-        s._highlight_opts = self._highlight_opts.copy()
-        s._suggest = self._suggest.copy()
-        s._script_fields = self._script_fields.copy()
-        for x in ("query", "post_filter"):
-            getattr(s, x)._proxied = getattr(self, x)._proxied
-
-        # copy top-level bucket definitions
-        if self.aggs._params.get("aggs"):
-            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
-        return s
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        s = self._clone()
-        s._response_class = cls
-        return s
-
-    def update_from_dict(self, d: Any) -> "AsyncSearch":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "post_filter" in d:
-            self.post_filter._proxied = Q(d.pop("post_filter"))
-
-        aggs = d.pop("aggs", d.pop("aggregations", {}))
-        if aggs:
-            self.aggs._params = {
-                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
-            }
-        if "sort" in d:
-            self._sort = d.pop("sort")
-        if "_source" in d:
-            self._source = d.pop("_source")
-        if "highlight" in d:
-            high = d.pop("highlight").copy()
-            self._highlight = high.pop("fields")
-            self._highlight_opts = high
-        if "suggest" in d:
-            self._suggest = d.pop("suggest")
-            if "text" in self._suggest:
-                text = self._suggest.pop("text")
-                for s in self._suggest.values():
-                    s.setdefault("text", text)
-        if "script_fields" in d:
-            self._script_fields = d.pop("script_fields")
-        self._extra.update(d)
-        return self
-
-    def script_fields(self, **kwargs: Any) -> Any:
-        """
-        Define script fields to be calculated on hits.
-
-        Example::
-
-            s = AsyncSearch()
-            s = s.script_fields(times_two="doc['field'].value * 2")
-            s = s.script_fields(
-                times_three={
-                    'script': {
-                        'lang': 'painless',
-                        'source': "doc['field'].value * params.n",
-                        'params': {'n': 3}
-                    }
-                }
-            )
-
-        """
-        s = self._clone()
-        for name in kwargs:
-            if isinstance(kwargs[name], string_types):
-                kwargs[name] = {"script": kwargs[name]}
-        s._script_fields.update(kwargs)
-        return s
-
-    def source(self, fields: Any = None, **kwargs: Any) -> Any:
-        """
-        Selectively control how the _source field is returned.
-
-        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
-
-        If ``fields`` is None, the entire document will be returned for
-        each hit.  If fields is a dictionary with keys of 'includes' and/or
-        'excludes' the fields will be either included or excluded appropriately.
-
-        Calling this multiple times with the same named parameter will override the
-        previous values with the new ones.
-
-        Example::
-
-            s = AsyncSearch()
-            s = s.source(includes=['obj1.*'], excludes=["*.description"])
-
-            s = AsyncSearch()
-            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
-
-        """
-        s = self._clone()
-
-        if fields and kwargs:
-            raise ValueError("You cannot specify fields and kwargs at the same time.")
-
-        if fields is not None:
-            s._source = fields
-            return s
-
-        if kwargs and not isinstance(s._source, dict):
-            s._source = {}
-
-        for key, value in kwargs.items():
-            if value is None:
-                try:
-                    del s._source[key]
-                except KeyError:
-                    pass
-            else:
-                s._source[key] = value
-
-        return s
-
-    def sort(self, *keys: Any) -> Any:
-        """
-        Add sorting information to the search request. If called without
-        arguments it will remove all sort requirements. Otherwise it will
-        replace them. Acceptable arguments are::
-
-            'some.field'
-            '-some.other.field'
-            {'different.field': {'any': 'dict'}}
-
-        so for example::
-
-            s = AsyncSearch().sort(
-                'category',
-                '-title',
-                {"price" : {"order" : "asc", "mode" : "avg"}}
-            )
-
-        will sort by ``category``, ``title`` (in descending order) and
-        ``price`` in ascending order using the ``avg`` mode.
-
-        The API returns a copy of the AsyncSearch object and can thus be chained.
-        """
-        s = self._clone()
-        s._sort = []
-        for k in keys:
-            if isinstance(k, string_types) and k.startswith("-"):
-                if k[1:] == "_score":
-                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
-                k = {k[1:]: {"order": "desc"}}
-            s._sort.append(k)
-        return s
-
-    def highlight_options(self, **kwargs: Any) -> Any:
-        """
-        Update the global highlighting options used for this request. For
-        example::
-
-            s = AsyncSearch()
-            s = s.highlight_options(order='score')
-        """
-        s = self._clone()
-        s._highlight_opts.update(kwargs)
-        return s
-
-    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
-        """
-        Request highlighting of some fields. All keyword arguments passed in will be
-        used as parameters for all the fields in the ``fields`` parameter. Example::
-
-            AsyncSearch().highlight('title', 'body', fragment_size=50)
-
-        will produce the equivalent of::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 50},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        If you want to have different options for different fields
-        you can call ``highlight`` twice::
-
-            AsyncSearch().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
-
-        which will produce::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 100},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        """
-        s = self._clone()
-        for f in fields:
-            s._highlight[f] = kwargs
-        return s
-
-    def suggest(self, name: str, text: str, **kwargs: Any) -> Any:
-        """
-        Add a suggestions request to the search.
-
-        :arg name: name of the suggestion
-        :arg text: text to suggest on
-
-        All keyword arguments will be added to the suggestions body. For example::
-
-            s = AsyncSearch()
-            s = s.suggest('suggestion-1', 'AsyncOpenSearch', term={'field': 'body'})
-        """
-        s = self._clone()
-        s._suggest[name] = {"text": text}
-        s._suggest[name].update(kwargs)
-        return s
-
-    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request's body.
-
-        :arg count: a flag to specify if we are interested in a body for count -
-            no aggregations, no pagination bounds etc.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        # count request doesn't care for sorting and other things
-        if not count:
-            if self.post_filter:
-                d["post_filter"] = self.post_filter.to_dict()
-
-            if self.aggs.aggs:
-                d.update(self.aggs.to_dict())
-
-            if self._sort:
-                d["sort"] = self._sort
-
-            d.update(recursive_to_dict(self._extra))
-
-            if self._source not in (None, {}):
-                d["_source"] = self._source
-
-            if self._highlight:
-                d["highlight"] = {"fields": self._highlight}
-                d["highlight"].update(self._highlight_opts)
-
-            if self._suggest:
-                d["suggest"] = self._suggest
-
-            if self._script_fields:
-                d["script_fields"] = self._script_fields
-
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    async def count(self) -> Any:
-        """
-        Return the number of hits matching the query and filters. Note that
-        only the actual number is returned.
-        """
-        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
-            return self._response.hits.total.value
-
-        opensearch = await get_connection(self._using)
-
-        d = self.to_dict(count=True)
-        # TODO: failed shards detection
-        return (await opensearch.count(index=self._index, body=d, **self._params))[
-            "count"
-        ]
-
-    async def execute(self, ignore_cache: bool = False) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-
-        :arg ignore_cache: if set to ``True``, consecutive calls will hit
-            AsyncOpenSearch, while cached result will be ignored. Defaults to `False`
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = await get_connection(self._using)
-
-            self._response = self._response_class(
-                self,
-                await opensearch.search(
-                    index=self._index, body=self.to_dict(), **self._params
-                ),
-            )
-        return self._response
-
-    async def scan(self) -> Any:
-        """
-        Turn the search into a scan search and return a generator that will
-        iterate over all the documents matching the query.
-
-        Use ``params`` method to specify any additional arguments you with to
-        pass to the underlying ``async_scan`` helper from ``opensearchpy``
-
-        """
-        opensearch = await get_connection(self._using)
-
-        async for hit in aiter(
-            async_scan(
-                opensearch, query=self.to_dict(), index=self._index, **self._params
-            )
-        ):
-            yield self._get_result(hit)
-
-    async def delete(self) -> Any:
-        """
-        delete() executes the query by delegating to delete_by_query()
-        """
-
-        opensearch = await get_connection(self._using)
-
-        return AttrDict(
-            await opensearch.delete_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-        )
-
-
-class AsyncMultiSearch(Request):
-    """
-    Combine multiple :class:`~opensearchpy.AsyncSearch` objects into a single
-    request.
-    """
-
-    def __init__(self, **kwargs: Any) -> None:
-        super(AsyncMultiSearch, self).__init__(**kwargs)
-        self._searches: Any = []
-
-    def __getitem__(self, key: Any) -> Any:
-        return self._searches[key]
-
-    def __iter__(self) -> Any:
-        return iter(self._searches)
-
-    def _clone(self) -> Any:
-        ms = super(AsyncMultiSearch, self)._clone()
-        ms._searches = self._searches[:]
-        return ms
-
-    def add(self, search: Any) -> Any:
-        """
-        Adds a new :class:`~opensearchpy.AsyncSearch` object to the request::
-
-            ms = AsyncMultiSearch(index='my-index')
-            ms = ms.add(AsyncSearch(doc_type=Category).filter('term', category='python'))
-            ms = ms.add(AsyncSearch(doc_type=Blog))
-        """
-        ms = self._clone()
-        ms._searches.append(search)
-        return ms
-
-    def to_dict(self) -> Any:
-        out = []
-        for s in self._searches:
-            meta = {}
-            if s._index:
-                meta["index"] = s._index
-            meta.update(s._params)
-
-            out.append(meta)
-            out.append(s.to_dict())
-
-        return out
-
-    async def execute(
-        self, ignore_cache: bool = False, raise_on_error: bool = True
-    ) -> Any:
-        """
-        Execute the multi search request and return a list of search results.
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = await get_connection(self._using)
-
-            responses = await opensearch.msearch(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-
-            out = []
-            for s, r in zip(self._searches, responses["responses"]):
-                if r.get("error", False):
-                    if raise_on_error:
-                        raise TransportError("N/A", r["error"]["type"], r["error"])
-                    r = None
-                else:
-                    r = Response(s, r)
-                out.append(r)
-
-            self._response = out
-
-        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
deleted file mode 100644
index 455a2781e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/test.py
+++ /dev/null
@@ -1,43 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import os
-import time
-from typing import Any
-from unittest import SkipTest
-
-from opensearchpy import AsyncOpenSearch
-from opensearchpy.exceptions import ConnectionError
-
-OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
-
-
-async def get_test_client(nowait: bool = False, **kwargs: Any) -> Any:
-    # construct kwargs from the environment
-    kw = {"timeout": 30}
-
-    from opensearchpy import AsyncConnection
-
-    async_connection = AsyncConnection()
-    if hasattr(async_connection, "AIOHttpConnection"):
-        kw["connection_class"] = getattr(async_connection, "AIOHttpConnection")
-
-    kw.update(kwargs)
-    client = AsyncOpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
-
-    # wait for yellow status
-    for _ in range(1 if nowait else 100):
-        try:
-            await client.cluster.health(wait_for_status="yellow")
-            return client
-        except ConnectionError:
-            time.sleep(0.1)
-    else:
-        # timeout
-        raise SkipTest("OpenSearch failed to start.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
deleted file mode 100644
index 7ea3b9062..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/helpers/update_by_query.py
+++ /dev/null
@@ -1,153 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from opensearchpy.connection.async_connections import get_connection
-from opensearchpy.helpers.query import Bool, Q
-from opensearchpy.helpers.response import UpdateByQueryResponse
-from opensearchpy.helpers.search import ProxyDescriptor, QueryProxy, Request
-from opensearchpy.helpers.utils import recursive_to_dict
-
-
-class AsyncUpdateByQuery(Request):
-    query = ProxyDescriptor("query")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Update by query request to opensearch.
-
-        :arg using: `AsyncOpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-
-        """
-        super(AsyncUpdateByQuery, self).__init__(**kwargs)
-        self._response_class = UpdateByQueryResponse
-        self._script: Any = {}
-        self._query_proxy = QueryProxy(self, "query")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `AsyncUpdateByQuery` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            ubq = AsyncUpdateByQuery.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "script": {...}
-            })
-            ubq = ubq.filter('term', published=True)
-        """
-        u = cls()
-        u.update_from_dict(d)
-        return u
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        ubq = super(AsyncUpdateByQuery, self)._clone()
-
-        ubq._response_class = self._response_class
-        ubq._script = self._script.copy()
-        ubq.query._proxied = self.query._proxied
-        return ubq
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        ubq = self._clone()
-        ubq._response_class = cls
-        return ubq
-
-    def update_from_dict(self, d: Any) -> "AsyncUpdateByQuery":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "script" in d:
-            self._script = d.pop("script")
-        self._extra.update(d)
-        return self
-
-    def script(self, **kwargs: Any) -> Any:
-        """
-        Define update action to take:
-
-        Note: the API only accepts a single script, so
-        calling the script multiple times will overwrite.
-
-        Example::
-
-            ubq = AsyncSearch()
-            ubq = ubq.script(source="ctx._source.likes++"")
-            ubq = ubq.script(source="ctx._source.likes += params.f"",
-                         lang="expression",
-                         params={'f': 3})
-        """
-        ubq = self._clone()
-        if ubq._script:
-            ubq._script = {}
-        ubq._script.update(kwargs)
-        return ubq
-
-    def to_dict(self, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request'ubq body.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        if self._script:
-            d["script"] = self._script
-
-        d.update(recursive_to_dict(self._extra))
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    async def execute(self) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-        """
-        opensearch = await get_connection(self._using)
-
-        self._response = self._response_class(
-            self,
-            await opensearch.update_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            ),
-        )
-        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
deleted file mode 100644
index c49fd5747..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/http_aiohttp.py
+++ /dev/null
@@ -1,395 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import asyncio
-import os
-import ssl
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-import urllib3
-
-from ..compat import reraise_exceptions, urlencode
-from ..connection.base import Connection
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from ._extra_imports import aiohttp, aiohttp_exceptions, yarl  # type: ignore
-from .compat import get_running_loop
-
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-class AsyncConnection(Connection):
-    """Base class for Async HTTP connection implementations"""
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        raise NotImplementedError()
-
-    async def close(self) -> None:
-        raise NotImplementedError()
-
-
-class AIOHttpConnection(AsyncConnection):
-    session: aiohttp.ClientSession
-    ssl_assert_fingerprint: Optional[str]
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        url_prefix: str = "",
-        timeout: int = 10,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        maxsize: Optional[int] = 10,
-        headers: Any = None,
-        ssl_context: Any = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        loop: Any = None,
-        trust_env: Optional[bool] = False,
-        **kwargs: Any
-    ) -> None:
-        """
-        Default connection class for ``AsyncOpenSearch`` using the `aiohttp` library and the http protocol.
-
-        :arg host: hostname of the node (default: localhost)
-        :arg port: port to use (integer, default: 9200)
-        :arg url_prefix: optional url prefix for opensearch
-        :arg timeout: default timeout in seconds (float, default: 10)
-        :arg http_auth: optional http auth information as either ':' separated
-            string or a tuple
-        :arg use_ssl: use ssl for the connection if `True`
-        :arg verify_certs: whether to verify SSL certificates
-        :arg ssl_show_warn: show warning when verify certs is disabled
-        :arg ca_certs: optional path to CA bundle.
-            See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
-            for instructions how to get default set
-        :arg client_cert: path to the file containing the private key and the
-            certificate, or cert only if using client_key
-        :arg client_key: path to the file containing the private key if using
-            separate cert and key files (client_cert will contain only the cert)
-        :arg ssl_version: version of the SSL protocol to use. Choices are:
-            SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
-            ``ssl`` module for exact options for your environment).
-        :arg ssl_assert_hostname: use hostname verification if not `False`
-        :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
-        :arg maxsize: the number of connections which will be kept open to this
-            host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
-            information.
-        :arg headers: any custom http headers to be add to requests
-        :arg http_compress: Use gzip compression
-        :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-            For tracing all requests made by this transport.
-        :arg loop: asyncio Event Loop to use with aiohttp. This is set by default to the currently running loop.
-        """
-
-        self.headers = {}
-
-        super().__init__(
-            host=host,
-            port=port,
-            url_prefix=url_prefix,
-            timeout=timeout,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = ":".join(http_auth)
-            self.headers.update(urllib3.make_headers(basic_auth=http_auth))
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        self.ssl_assert_fingerprint = ssl_assert_fingerprint
-        if self.use_ssl and ssl_context is None:
-            if ssl_version is None:
-                ssl_context = ssl.create_default_context()
-            else:
-                ssl_context = ssl.SSLContext(ssl_version)
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            if verify_certs:
-                ssl_context.verify_mode = ssl.CERT_REQUIRED
-                ssl_context.check_hostname = True
-            else:
-                ssl_context.check_hostname = False
-                ssl_context.verify_mode = ssl.CERT_NONE
-
-            if ca_certs is None:
-                ca_certs = self.default_ca_certs()
-
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-                if os.path.isfile(ca_certs):
-                    ssl_context.load_verify_locations(cafile=ca_certs)
-                elif os.path.isdir(ca_certs):
-                    ssl_context.load_verify_locations(capath=ca_certs)
-                else:
-                    raise ImproperlyConfigured("ca_certs parameter is not a path")
-            else:
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-
-            # Use client_cert and client_key variables for SSL certificate configuration.
-            if client_cert and not os.path.isfile(client_cert):
-                raise ImproperlyConfigured("client_cert is not a path to a file")
-            if client_key and not os.path.isfile(client_key):
-                raise ImproperlyConfigured("client_key is not a path to a file")
-            if client_cert and client_key:
-                ssl_context.load_cert_chain(client_cert, client_key)
-            elif client_cert:
-                ssl_context.load_cert_chain(client_cert)
-
-        self.headers.setdefault("connection", "keep-alive")
-        self.loop = loop
-        self.session = None
-
-        # Parameters for creating an aiohttp.ClientSession later.
-        self._limit = maxsize
-        self._http_auth = http_auth
-        self._ssl_context = ssl_context
-        self._trust_env = trust_env
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.session is None:
-            await self._create_aiohttp_session()
-        assert self.session is not None
-
-        orig_body = body
-        url_path = self.url_prefix + url
-        if params:
-            query_string = urlencode(params)
-        else:
-            query_string = ""
-
-        # There is a bug in aiohttp that disables the re-use
-        # of the connection in the pool when method=HEAD.
-        # See: aio-libs/aiohttp#1769
-        is_head = False
-        if method == "HEAD":
-            method = "GET"
-            is_head = True
-
-        # Top-tier tip-toeing happening here. Basically
-        # because Pip's old resolver is bad and wipes out
-        # strict pins in favor of non-strict pins of extras
-        # our [async] extra overrides aiohttp's pin of
-        # yarl. yarl released breaking changes, aiohttp pinned
-        # defensively afterwards, but our users don't get
-        # that nice pin that aiohttp set. :( So to play around
-        # this super-defensively we try to import yarl, if we can't
-        # then we pass a string into ClientSession.request() instead.
-        if yarl:
-            # Provide correct URL object to avoid string parsing in low-level code
-            url = yarl.URL.build(
-                scheme=self.scheme,
-                host=self.hostname,
-                port=self.port,
-                path=url_path,
-                query_string=query_string,
-                encoded=True,
-            )
-        else:
-            url = self.url_prefix + url
-            if query_string:
-                url = "%s?%s" % (url, query_string)
-            url = self.host + url
-
-        timeout = aiohttp.ClientTimeout(
-            total=timeout if timeout is not None else self.timeout
-        )
-
-        req_headers = self.headers.copy()
-        if headers:
-            req_headers.update(headers)
-
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            req_headers["content-encoding"] = "gzip"
-
-        start = self.loop.time()
-        try:
-            async with self.session.request(
-                method,
-                url,
-                data=body,
-                headers=req_headers,
-                timeout=timeout,
-                fingerprint=self.ssl_assert_fingerprint,
-            ) as response:
-                if is_head:  # We actually called 'GET' so throw away the data.
-                    await response.release()
-                    raw_data = ""
-                else:
-                    raw_data = await response.text()
-                duration = self.loop.time() - start
-
-        # We want to reraise a cancellation or recursion error.
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                url,
-                url_path,
-                orig_body,
-                self.loop.time() - start,
-                exception=e,
-            )
-            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(
-                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
-            ):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.getall("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method,
-                url,
-                url_path,
-                orig_body,
-                duration,
-                status_code=response.status,
-                response=raw_data,
-            )
-            self._raise_error(
-                response.status,
-                raw_data,
-                response.headers.get("content-type"),
-            )
-
-        self.log_request_success(
-            method, url, url_path, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    async def close(self) -> Any:
-        """
-        Explicitly closes connection
-        """
-        if self.session:
-            await self.session.close()
-            self.session = None
-
-    async def _create_aiohttp_session(self) -> Any:
-        """Creates an aiohttp.ClientSession(). This is delayed until
-        the first call to perform_request() so that AsyncTransport has
-        a chance to set AIOHttpConnection.loop
-        """
-        if self.loop is None:
-            self.loop = get_running_loop()
-        self.session = aiohttp.ClientSession(
-            headers=self.headers,
-            skip_auto_headers=("accept", "accept-encoding"),
-            auto_decompress=True,
-            loop=self.loop,
-            cookie_jar=aiohttp.DummyCookieJar(),
-            response_class=OpenSearchClientResponse,
-            connector=aiohttp.TCPConnector(
-                limit=self._limit,
-                use_dns_cache=True,
-                enable_cleanup_closed=True,
-                ssl=self._ssl_context,
-            ),
-            trust_env=self._trust_env,
-        )
-
-
-class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
-    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
-        if self._body is None:
-            await self.read()
-
-        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
deleted file mode 100644
index bf1d4eee7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/alerting.py
+++ /dev/null
@@ -1,262 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Union
-
-from ..client.utils import NamespacedClient, _make_path, query_params
-
-
-class AlertingClient(NamespacedClient):
-    @query_params()
-    async def search_monitor(
-        self,
-        body: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the search result for a monitor.
-
-        :arg monitor_id: The configuration for the monitor we are trying to search
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def get_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the details of a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to fetch
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("dryrun")
-    async def run_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Runs/Executes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to execute
-        :arg dryrun: Shows the results of a run without actions sending any message
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def create_monitor(
-        self,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Creates a monitor with inputs, triggers, and actions.
-
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def update_monitor(
-        self,
-        monitor_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Updates a monitor's inputs, triggers, and actions.
-
-        :arg monitor_id: The id of the monitor we are trying to update
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def delete_monitor(
-        self,
-        monitor_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Deletes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to delete
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def get_destination(
-        self,
-        destination_id: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Returns the details of a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
-        """
-        return await self.transport.perform_request(
-            "GET",
-            (
-                _make_path("_plugins", "_alerting", "destinations", destination_id)
-                if destination_id
-                else _make_path("_plugins", "_alerting", "destinations")
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def create_destination(
-        self,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Creates a destination for slack, mail, or custom-webhook.
-
-        :arg body: The configuration for the destination
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "destinations"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def update_destination(
-        self,
-        destination_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Updates a destination's inputs, triggers, and actions.
-
-        :arg destination_id: The id of the destination we are trying to update
-        :arg body: The configuration for the destination
-        """
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def delete_destination(
-        self,
-        destination_id: Any,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Deletes a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to delete
-        """
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def get_alerts(
-        self, params: Union[Any, None] = None, headers: Union[Any, None] = None
-    ) -> Union[bool, Any]:
-        """
-        Returns all alerts.
-
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "alerts"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def acknowledge_alert(
-        self,
-        monitor_id: Any,
-        body: Union[Any, None] = None,
-        params: Union[Any, None] = None,
-        headers: Union[Any, None] = None,
-    ) -> Union[bool, Any]:
-        """
-        Acknowledges an alert.
-
-        :arg monitor_id: The id of the monitor, the alert belongs to
-        :arg body: The alerts to be acknowledged
-        """
-        return await self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins",
-                "_alerting",
-                "monitors",
-                monitor_id,
-                "_acknowledge",
-                "alerts",
-            ),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
deleted file mode 100644
index c5084a375..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/index_management.py
+++ /dev/null
@@ -1,169 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndexManagementClient(NamespacedClient):
-    @query_params()
-    async def put_policy(
-        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates, or updates, a policy.
-
-        :arg policy: The name of the policy
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def add_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Adds a policy to an index. This operation does not change the policy if the index already has one.
-
-        :arg index: The name of the index to add policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "add", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def get_policy(
-        self, policy: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
-
-        :arg policy: The name of the policy
-        """
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def remove_policy_from_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Removes any ISM policy from the index.
-
-        :arg index: The name of the index to remove policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "remove", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def change_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates the managed index policy to a new policy (or to a new version of the policy).
-
-        :arg index: The name of the index to change policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "change_policy", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    async def retry(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Retries the failed action for an index.
-
-        :arg index: The name of the index whose is in a failed state
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "retry", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("show_policy")
-    async def explain_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the current state of the index.
-
-        :arg index: The name of the index to explain
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "explain", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    async def delete_policy(
-        self, policy: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes the policy by `policy_id`.
-
-        :arg policy: The name of the policy to delete
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
deleted file mode 100644
index 033a25595..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/knn.py
+++ /dev/null
@@ -1,373 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class KnnClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to delete a particular model in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to retrieve information about models present in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    async def search_models(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Use an OpenSearch query to search for models in the index.
-
-
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg allow_partial_search_results: Indicate if an error should
-            be returned if there is a partial search failure or timeout. Default is
-            True.
-        :arg analyze_wildcard: Specify whether wildcard and prefix
-            queries should be analyzed. Default is false.
-        :arg analyzer: The analyzer to use for the query string.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node. This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: Indicates whether network round-
-            trips should be minimized as part of cross-cluster search requests
-            execution. Default is True.
-        :arg default_operator: The default operator for query string
-            query (AND or OR). Valid choices are AND, OR.
-        :arg df: The field to use as default where no field prefix is
-            given in the query string.
-        :arg docvalue_fields: Comma-separated list of fields to return
-            as the docvalue representation of a field for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg explain: Specify whether to return detailed information
-            about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg lenient: Specify whether format-based query failures (such
-            as providing text to a numeric field) should be ignored.
-        :arg max_concurrent_shard_requests: The number of concurrent
-            shard requests per node this search executes concurrently. This value
-            should be used to limit the impact of the search on the cluster in order
-            to limit the number of concurrent shard requests. Default is 5.
-        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
-            round-trip to prefilter search shards based on query rewriting if the
-            number of shards the search request expands to exceeds the threshold.
-            This filter round-trip can limit the number of shards significantly if
-            for instance a shard can not match any documents based on its rewrite
-            method ie. if date filters are mandatory to match but the shard bounds
-            and the query are disjoint.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg request_cache: Specify if request cache should be used for
-            this request or not, defaults to index level setting.
-        :arg rest_total_hits_as_int: Indicates whether hits.total should
-            be rendered as an integer or an object in the rest search response.
-            Default is false.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg scroll: Specify how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg search_type: Search operation type. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg seq_no_primary_term: Specify whether to return sequence
-            number and primary term of the last modification of each hit.
-        :arg size: Number of hits to return. Default is 10.
-        :arg sort: Comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific 'tag' of the request for logging and
-            statistical purposes.
-        :arg stored_fields: Comma-separated list of stored fields to
-            return.
-        :arg suggest_field: Specify which field to use for suggestions.
-        :arg suggest_mode: Specify suggest mode. Valid choices are
-            missing, popular, always.
-        :arg suggest_size: How many suggestions to return in response.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.
-        :arg terminate_after: The maximum number of documents to collect
-            for each shard, upon reaching which the query execution will terminate
-            early.
-        :arg timeout: Operation timeout.
-        :arg track_scores: Whether to calculate and return scores even
-            if they are not used for sorting.
-        :arg track_total_hits: Indicate if the number of documents that
-            match the query should be tracked.
-        :arg typed_keys: Specify whether aggregation and suggester names
-            should be prefixed by their respective types in the response.
-        :arg version: Whether to return document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_knn/models/_search",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    async def stats(
-        self,
-        node_id: Any = None,
-        stat: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides information about the current status of the k-NN plugin.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg stat: Comma-separated list of stats to retrieve; use `_all`
-            or empty string to retrieve all stats.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", node_id, "stats", stat),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "preference", "pretty", "source"
-    )
-    async def train_model(
-        self,
-        body: Any,
-        model_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create and train a model that can be used for initializing k-NN native library
-        indexes during indexing.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Preferred node to execute training.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_knn", "models", model_id, "_train"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def warmup(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Preloads native library files into memory, reducing initial search latency for
-        specified indexes.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "warmup", index),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
deleted file mode 100644
index 0a7e38a1d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/notifications.py
+++ /dev/null
@@ -1,351 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class NotificationsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def create_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a channel configuration.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "config_id",
-        "config_id_list",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    async def delete_configs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete multiple channel configurations.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg config_id_list: A comma-separated list of channel IDs to
-            delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a specific channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "chime.url",
-        "chime.url.keyword",
-        "config_type",
-        "created_time_ms",
-        "description",
-        "description.keyword",
-        "email.email_account_id",
-        "email.email_group_id_list",
-        "email.recipient_list.recipient",
-        "email.recipient_list.recipient.keyword",
-        "email_group.recipient_list.recipient",
-        "email_group.recipient_list.recipient.keyword",
-        "error_trace",
-        "filter_path",
-        "human",
-        "is_enabled",
-        "last_updated_time_ms",
-        "microsoft_teams.url",
-        "microsoft_teams.url.keyword",
-        "name",
-        "name.keyword",
-        "pretty",
-        "query",
-        "ses_account.from_address",
-        "ses_account.from_address.keyword",
-        "ses_account.region",
-        "ses_account.role_arn",
-        "ses_account.role_arn.keyword",
-        "slack.url",
-        "slack.url.keyword",
-        "smtp_account.from_address",
-        "smtp_account.from_address.keyword",
-        "smtp_account.host",
-        "smtp_account.host.keyword",
-        "smtp_account.method",
-        "sns.role_arn",
-        "sns.role_arn.keyword",
-        "sns.topic_arn",
-        "sns.topic_arn.keyword",
-        "source",
-        "text_query",
-        "webhook.url",
-        "webhook.url.keyword",
-    )
-    async def get_configs(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get multiple channel configurations with filtering.
-
-
-        :arg config_type: Type of notification configuration. Valid
-            choices are slack, chime, microsoft_teams, webhook, email, sns,
-            ses_account, smtp_account, email_group.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_features(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List supported channel configurations.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_notifications/features", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def send_test(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Send a test notification.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "feature", "test", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def update_config(
-        self,
-        config_id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Update channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (config_id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def list_channels(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List created notification channels.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
deleted file mode 100644
index 5a4f7091d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/rollups.py
+++ /dev/null
@@ -1,235 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class RollupsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a rollup's current status.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get an index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create or update index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Stop rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
deleted file mode 100644
index 231d02eec..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/plugins/transforms.py
+++ /dev/null
@@ -1,308 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TransformsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete an index transform.
-
-
-        :arg id: Transform to delete
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to explain
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def preview(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a preview of what a transformed index would look like.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    async def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create an index transform, or update a transform if if_seq_no and
-        if_primary_term are provided.
-
-
-        :arg id: Transform to create/update
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "from_",
-        "human",
-        "pretty",
-        "search",
-        "size",
-        "sortDirection",
-        "sortField",
-        "source",
-    )
-    async def search(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the details of all transform jobs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: The starting transform to return. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search: The search term to use to filter results.
-        :arg size: Specifies the number of transforms to return. Default
-            is 10.
-        :arg sortDirection: Specifies the direction to sort results in.
-            Can be ASC or DESC. Default is ASC.
-        :arg sortField: The field to sort results with.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return await self.transport.perform_request(
-            "GET", "/_plugins/_transform", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start transform.
-
-
-        :arg id: Transform to start
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    async def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        stop transform.
-
-
-        :arg id: Transform to stop
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return await self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
deleted file mode 100644
index 69db28d9b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_async/transport.py
+++ /dev/null
@@ -1,454 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import asyncio
-import logging
-from itertools import chain
-from typing import Any, Collection, Mapping, Optional, Type, Union
-
-from opensearchpy.connection.base import Connection
-from opensearchpy.serializer import Serializer
-
-from ..connection_pool import ConnectionPool
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    SerializationError,
-    TransportError,
-)
-from ..serializer import JSONSerializer
-from ..transport import Transport, get_host_info
-from .compat import get_running_loop
-from .http_aiohttp import AIOHttpConnection
-
-logger = logging.getLogger("opensearch")
-
-
-class AsyncTransport(Transport):
-    """
-    Encapsulation of transport-related to logic. Handles instantiation of the
-    individual connections as well as creating a connection pool to hold them.
-
-    Main interface is the `perform_request` method.
-    """
-
-    DEFAULT_CONNECTION_CLASS = AIOHttpConnection
-
-    sniffing_task: Any = None
-
-    def __init__(
-        self,
-        hosts: Any,
-        connection_class: Any = None,
-        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
-        host_info_callback: Any = get_host_info,
-        sniff_on_start: bool = False,
-        sniffer_timeout: Any = None,
-        sniff_timeout: float = 0.1,
-        sniff_on_connection_fail: bool = False,
-        serializer: Serializer = JSONSerializer(),
-        serializers: Any = None,
-        default_mimetype: str = "application/json",
-        max_retries: int = 3,
-        retry_on_status: Any = (502, 503, 504),
-        retry_on_timeout: bool = False,
-        send_get_body_as: str = "GET",
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of dictionaries, each containing keyword arguments to
-            create a `connection_class` instance
-        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
-        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
-        :arg host_info_callback: callback responsible for taking the node information from
-            `/_cluster/nodes`, along with already extracted information, and
-            producing a list of arguments (same as `hosts` parameter)
-        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
-            from the cluster at startup time
-        :arg sniffer_timeout: number of seconds between automatic sniffs
-        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
-        :arg sniff_timeout: timeout used for the sniff request - it should be a
-            fast api call and we are talking potentially to more nodes so we want
-            to fail quickly. Not used during initial sniffing (if
-            ``sniff_on_start`` is on) when the connection still isn't
-            initialized.
-        :arg serializer: serializer instance
-        :arg serializers: optional dict of serializer instances that will be
-            used for deserializing data coming from the server. (key is the mimetype)
-        :arg default_mimetype: when no mimetype is specified by the server
-            response assume this mimetype, defaults to `'application/json'`
-        :arg max_retries: maximum number of retries before an exception is propagated
-        :arg retry_on_status: set of HTTP status codes on which we should retry
-            on a different node. defaults to ``(502, 503, 504)``
-        :arg retry_on_timeout: should timeout trigger a retry on different
-            node? (default `False`)
-        :arg send_get_body_as: for GET requests with body this option allows
-            you to specify an alternate way of execution for environments that
-            don't support passing bodies with GET requests. If you set this to
-            'POST' a POST method will be used instead, if to 'source' then the body
-            will be serialized and passed as a query parameter `source`.
-
-        Any extra keyword arguments will be passed to the `connection_class`
-        when creating and instance unless overridden by that connection's
-        options provided as part of the hosts parameter.
-        """
-        self.sniffing_task = None
-        self.loop: Any = None
-        self._async_init_called = False
-        self._sniff_on_start_event: Optional[asyncio.Event] = None
-
-        super(AsyncTransport, self).__init__(
-            hosts=[],
-            connection_class=connection_class,
-            connection_pool_class=connection_pool_class,
-            host_info_callback=host_info_callback,
-            sniff_on_start=False,
-            sniffer_timeout=sniffer_timeout,
-            sniff_timeout=sniff_timeout,
-            sniff_on_connection_fail=sniff_on_connection_fail,
-            serializer=serializer,
-            serializers=serializers,
-            default_mimetype=default_mimetype,
-            max_retries=max_retries,
-            retry_on_status=retry_on_status,
-            retry_on_timeout=retry_on_timeout,
-            send_get_body_as=send_get_body_as,
-            **kwargs
-        )
-
-        # Since we defer connections / sniffing to not occur
-        # within the constructor we never want to signal to
-        # our parent to 'sniff_on_start' or non-empty 'hosts'.
-        self.hosts = hosts
-        self.sniff_on_start = sniff_on_start
-
-    async def _async_init(self) -> None:
-        """This is our stand-in for an async constructor. Everything
-        that was deferred within __init__() should be done here now.
-
-        This method will only be called once per AsyncTransport instance
-        and is called from one of AsyncOpenSearch.__aenter__(),
-        AsyncTransport.perform_request() or AsyncTransport.get_connection()
-        """
-        # Detect the async loop we're running in and set it
-        # on all already created HTTP connections.
-        self.loop = get_running_loop()
-        self.kwargs["loop"] = self.loop
-
-        # Now that we have a loop we can create all our HTTP connections...
-        self.set_connections(self.hosts)
-        self.seed_connections = list(self.connection_pool.connections[:])
-
-        # ... and we can start sniffing in the background.
-        if self.sniffing_task is None and self.sniff_on_start:
-            # Create an asyncio.Event for future calls to block on
-            # until the initial sniffing task completes.
-            self._sniff_on_start_event = asyncio.Event()
-
-            try:
-                self.last_sniff = self.loop.time()
-                self.create_sniff_task(initial=True)
-
-                # Since this is the first one we wait for it to complete
-                # in case there's an error it'll get raised here.
-                await self.sniffing_task  # type: ignore
-
-            # If the task gets cancelled here it likely means the
-            # transport got closed.
-            except asyncio.CancelledError:
-                pass
-
-            # Once we exit this section we want to unblock any _async_calls()
-            # that are blocking on our initial sniff attempt regardless of it
-            # was successful or not.
-            finally:
-                self._sniff_on_start_event.set()
-
-    async def _async_call(self) -> None:
-        """This method is called within any async method of AsyncTransport
-        where the transport is not closing. This will check to see if we should
-        call our _async_init() or create a new sniffing task
-        """
-        if not self._async_init_called:
-            self._async_init_called = True
-            await self._async_init()
-
-        # If the initial sniff_on_start hasn't returned yet
-        # then we need to wait for node information to come back
-        # or for the task to be cancelled via AsyncTransport.close()
-        if self._sniff_on_start_event and not self._sniff_on_start_event.is_set():
-            # This is already a no-op if the event is set but we try to
-            # avoid an 'await' by checking 'not event.is_set()' above first.
-            await self._sniff_on_start_event.wait()
-
-        if self.sniffer_timeout:
-            if self.loop.time() >= self.last_sniff + self.sniffer_timeout:
-                self.create_sniff_task()
-
-    async def _get_node_info(self, conn: Any, initial: Any) -> Any:
-        try:
-            # use small timeout for the sniffing request, should be a fast api call
-            _, headers, node_info = await conn.perform_request(
-                "GET",
-                "/_nodes/_all/http",
-                timeout=self.sniff_timeout if not initial else None,
-            )
-            return self.deserializer.loads(node_info, headers.get("content-type"))
-        except Exception:
-            pass
-        return None
-
-    async def _get_sniff_data(self, initial: Any = False) -> Any:
-        previous_sniff = self.last_sniff
-
-        # reset last_sniff timestamp
-        self.last_sniff = self.loop.time()
-
-        # use small timeout for the sniffing request, should be a fast api call
-        timeout = self.sniff_timeout if not initial else None
-
-        def _sniff_request(conn: Any) -> Any:
-            return self.loop.create_task(
-                conn.perform_request("GET", "/_nodes/_all/http", timeout=timeout)
-            )
-
-        # Go through all current connections as well as the
-        # seed_connections for good measure
-        tasks = []
-        for conn in self.connection_pool.connections:
-            tasks.append(_sniff_request(conn))
-        for conn in self.seed_connections:
-            # Ensure that we don't have any duplication within seed_connections.
-            if conn in self.connection_pool.connections:
-                continue
-            tasks.append(_sniff_request(conn))
-
-        done: Any = ()
-        try:
-            while tasks:
-
-                # execute sniff requests in parallel, wait for first to return
-                done, tasks = await asyncio.wait(
-                    tasks, return_when=asyncio.FIRST_COMPLETED
-                )
-                # go through all the finished tasks
-                for t in done:
-                    try:
-                        _, headers, node_info = t.result()
-
-                        # Lowercase all the header names for consistency in accessing them.
-                        headers = {
-                            header.lower(): value for header, value in headers.items()
-                        }
-
-                        node_info = self.deserializer.loads(
-                            node_info, headers.get("content-type")
-                        )
-                    except (ConnectionError, SerializationError):
-                        continue
-                    node_info = list(node_info["nodes"].values())
-                    return node_info
-            else:
-                # no task has finished completely
-                raise TransportError("N/A", "Unable to sniff hosts.")
-        except Exception:
-            # keep the previous value on error
-            self.last_sniff = previous_sniff
-            raise
-        finally:
-            # Cancel all the pending tasks
-            for task in chain(done, tasks):
-                task.cancel()
-
-    async def sniff_hosts(self, initial: bool = False) -> Any:
-        """Either spawns a sniffing_task which does regular sniffing
-        over time or does a single sniffing session and awaits the results.
-        """
-        # Without a loop we can't do anything.
-        if not self.loop:
-            if initial:
-                raise RuntimeError("Event loop not running on initial sniffing task")
-            return
-
-        node_info = await self._get_sniff_data(initial)
-        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
-
-        # we weren't able to get any nodes, maybe using an incompatible
-        # transport_schema or host_info_callback blocked all - raise error.
-        if not hosts:
-            raise TransportError(
-                "N/A", "Unable to sniff hosts - no viable hosts found."
-            )
-
-        # remember current live connections
-        orig_connections = self.connection_pool.connections[:]
-        self.set_connections(hosts)
-        # close those connections that are not in use any more
-        for c in orig_connections:
-            if c not in self.connection_pool.connections:
-                await c.close()
-
-    def create_sniff_task(self, initial: bool = False) -> None:
-        """
-        Initiate a sniffing task. Make sure we only have one sniff request
-        running at any given time. If a finished sniffing request is around,
-        collect its result (which can raise its exception).
-        """
-        if self.sniffing_task and self.sniffing_task.done():
-            try:
-                if self.sniffing_task is not None:
-                    self.sniffing_task.result()
-            finally:
-                self.sniffing_task = None
-
-        if self.sniffing_task is None:
-            self.sniffing_task = self.loop.create_task(self.sniff_hosts(initial))
-
-    def mark_dead(self, connection: Connection) -> None:
-        """
-        Mark a connection as dead (failed) in the connection pool. If sniffing
-        on failure is enabled this will initiate the sniffing process.
-
-        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
-        """
-        self.connection_pool.mark_dead(connection)
-        if self.sniff_on_connection_fail:
-            self.create_sniff_task()
-
-    def get_connection(self) -> Any:
-        return self.connection_pool.get_connection()
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        """
-        Perform the actual request. Retrieve a connection from the connection
-        pool, pass all the information to its perform_request method and
-        return the data.
-
-        If an exception was raised, mark the connection as failed and retry (up
-        to `max_retries` times).
-
-        If the operation was successful and the connection used was previously
-        marked as dead, mark it as live, resetting its failure count.
-
-        :arg method: HTTP method to use
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        await self._async_call()
-
-        method, params, body, ignore, timeout = self._resolve_request_args(
-            method, params, body
-        )
-
-        for attempt in range(self.max_retries + 1):
-            connection = self.get_connection()
-
-            try:
-                status, headers_response, data = await connection.perform_request(
-                    method,
-                    url,
-                    params,
-                    body,
-                    headers=headers,
-                    ignore=ignore,
-                    timeout=timeout,
-                )
-
-                # Lowercase all the header names for consistency in accessing them.
-                headers_response = {
-                    header.lower(): value for header, value in headers_response.items()
-                }
-            except TransportError as e:
-                if method == "HEAD" and e.status_code == 404:
-                    return False
-
-                retry = False
-                if isinstance(e, ConnectionTimeout):
-                    retry = self.retry_on_timeout
-                elif isinstance(e, ConnectionError):
-                    retry = True
-                elif e.status_code in self.retry_on_status:
-                    retry = True
-
-                if retry:
-                    try:
-                        # only mark as dead if we are retrying
-                        self.mark_dead(connection)
-                    except TransportError:
-                        # If sniffing on failure, it could fail too. Catch the
-                        # exception not to interrupt the retries.
-                        pass
-                    # raise exception on last retry
-                    if attempt == self.max_retries:
-                        raise e
-                else:
-                    raise e
-
-            else:
-                # connection didn't fail, confirm its live status
-                self.connection_pool.mark_live(connection)
-
-                if method == "HEAD":
-                    return 200 <= status < 300
-
-                if data:
-                    data = self.deserializer.loads(
-                        data, headers_response.get("content-type")
-                    )
-                return data
-
-    async def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        if self.sniffing_task:
-            try:
-                self.sniffing_task.cancel()
-                await self.sniffing_task
-            except asyncio.CancelledError:
-                pass
-            self.sniffing_task = None
-
-        for connection in self.connection_pool.connections:
-            await connection.close()
-
-
-__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
deleted file mode 100644
index 1bc96b453..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/_version.py
+++ /dev/null
@@ -1,27 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-__versionstr__: str = "2.6.0"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
deleted file mode 100644
index c43b54a23..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/__init__.py
+++ /dev/null
@@ -1,3064 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from __future__ import unicode_literals
-
-import logging
-from typing import Any, Type
-
-from ..transport import Transport, TransportError
-from .cat import CatClient
-from .client import Client
-from .cluster import ClusterClient
-from .dangling_indices import DanglingIndicesClient
-from .features import FeaturesClient
-from .http import HttpClient
-from .indices import IndicesClient
-from .ingest import IngestClient
-from .nodes import NodesClient
-from .plugins import PluginsClient
-from .remote import RemoteClient
-from .remote_store import RemoteStoreClient
-from .search_pipeline import SearchPipelineClient
-from .security import SecurityClient
-from .snapshot import SnapshotClient
-from .tasks import TasksClient
-from .utils import SKIP_IN_PATH, _bulk_body, _make_path, query_params
-
-logger = logging.getLogger("opensearch")
-
-
-class OpenSearch(Client):
-    """
-    OpenSearch client. Provides a straightforward mapping from
-    Python to OpenSearch REST endpoints.
-
-    The instance has attributes ``cat``, ``cluster``, ``indices``, ``ingest``,
-    ``nodes``, ``snapshot`` and ``tasks`` that provide access to instances of
-    :class:`~opensearchpy.client.CatClient`,
-    :class:`~opensearchpy.client.ClusterClient`,
-    :class:`~opensearchpy.client.IndicesClient`,
-    :class:`~opensearchpy.client.IngestClient`,
-    :class:`~opensearchpy.client.NodesClient`,
-    :class:`~opensearchpy.client.SnapshotClient` and
-    :class:`~opensearchpy.client.TasksClient` respectively. This is the
-    preferred (and only supported) way to get access to those classes and their
-    methods.
-
-    You can specify your own connection class which should be used by providing
-    the ``connection_class`` parameter::
-
-        # create connection to localhost using the ThriftConnection
-        client = OpenSearch(connection_class=ThriftConnection)
-
-    If you want to turn on sniffing you have several options (described
-    in :class:`~opensearchpy.Transport`)::
-
-        # create connection that will automatically inspect the cluster to get
-        # the list of active nodes. Start with nodes running on
-        # 'opensearchnode1' and 'opensearchnode2'
-        client = OpenSearch(
-            ['opensearchnode1', 'opensearchnode2'],
-            # sniff before doing anything
-            sniff_on_start=True,
-            # refresh nodes after a node fails to respond
-            sniff_on_connection_fail=True,
-            # and also every 60 seconds
-            sniffer_timeout=60
-        )
-
-    Different hosts can have different parameters, use a dictionary per node to
-    specify those::
-
-        # connect to localhost directly and another node using SSL on port 443
-        # and an url_prefix. Note that ``port`` needs to be an int.
-        client = OpenSearch([
-            {'host': 'localhost'},
-            {'host': 'othernode', 'port': 443, 'url_prefix': 'opensearch', 'use_ssl': True},
-        ])
-
-    If using SSL, there are several parameters that control how we deal with
-    certificates (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs'
-        )
-
-    If using SSL, but don't verify the certs, a warning message is showed
-    optionally (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # no verify SSL certificates
-            verify_certs=False,
-            # don't show warnings about ssl certs verification
-            ssl_show_warn=False
-        )
-
-    SSL client authentication is supported
-    (see :class:`~opensearchpy.Urllib3HttpConnection` for
-    detailed description of the options)::
-
-        client = OpenSearch(
-            ['localhost:443', 'other_host:443'],
-            # turn on SSL
-            use_ssl=True,
-            # make sure we verify SSL certificates
-            verify_certs=True,
-            # provide a path to CA certs on disk
-            ca_certs='/path/to/CA_certs',
-            # PEM formatted SSL client certificate
-            client_cert='/path/to/clientcert.pem',
-            # PEM formatted SSL client key
-            client_key='/path/to/clientkey.pem'
-        )
-
-    Alternatively you can use RFC-1738 formatted URLs, as long as they are not
-    in conflict with other options::
-
-        client = OpenSearch(
-            [
-                'http://user:secret@localhost:9200/',
-                'https://user:secret@other_host:443/production'
-            ],
-            verify_certs=True
-        )
-
-    By default, `JSONSerializer
-    <https://github.com/opensearch-project/opensearch-py/blob/master/opensearch/serializer.py#L24>`_
-    is used to encode all outgoing requests.
-    However, you can implement your own custom serializer::
-
-        from opensearchpy.serializer import JSONSerializer
-
-        class SetEncoder(JSONSerializer):
-            def default(self, obj):
-                if isinstance(obj, set):
-                    return list(obj)
-                if isinstance(obj, Something):
-                    return 'CustomSomethingRepresentation'
-                return JSONSerializer.default(self, obj)
-
-        client = OpenSearch(serializer=SetEncoder())
-
-    """
-
-    # include PIT functions inside _patch.py
-    from ._patch import (  # type: ignore
-        create_point_in_time,
-        delete_point_in_time,
-        list_all_point_in_time,
-    )
-
-    def __init__(
-        self,
-        hosts: Any = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        super().__init__(hosts, transport_class, **kwargs)
-
-        # namespaced clients for compatibility with API names
-        self.search_pipeline = SearchPipelineClient(self)
-        self.cat = CatClient(self)
-        self.cluster = ClusterClient(self)
-        self.dangling_indices = DanglingIndicesClient(self)
-        self.indices = IndicesClient(self)
-        self.ingest = IngestClient(self)
-        self.nodes = NodesClient(self)
-        self.remote = RemoteClient(self)
-        self.security = SecurityClient(self)
-        self.snapshot = SnapshotClient(self)
-        self.tasks = TasksClient(self)
-        self.remote_store = RemoteStoreClient(self)
-
-        self.features = FeaturesClient(self)
-        self.plugins = PluginsClient(self)
-        self.http = HttpClient(self)
-
-    def __repr__(self) -> Any:
-        try:
-            # get a list of all connections
-            cons: Any = self.transport.hosts
-            # truncate to 5 if there are too many
-            if len(cons) > 5:
-                cons = cons[:5] + ["..."]
-            return "<{cls}({cons})>".format(cls=self.__class__.__name__, cons=cons)
-        except Exception:
-            # probably operating on custom transport and connection_pool, ignore
-            return super(OpenSearch, self).__repr__()
-
-    def __enter__(self) -> Any:
-        if hasattr(self.transport, "_async_call"):
-            self.transport._async_call()
-        return self
-
-    def __exit__(self, *_: Any) -> None:
-        self.close()
-
-    def close(self) -> None:
-        """Closes the Transport and all internal connections"""
-        self.transport.close()
-
-    # AUTO-GENERATED-API-DEFINITIONS #
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def ping(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns whether the cluster is running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        try:
-            return self.transport.perform_request(
-                "HEAD", "/", params=params, headers=headers
-            )
-        except TransportError:
-            return False
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the cluster.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def create(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a new document in the index.  Returns a 409 response when a document
-        with a same ID already exists in the index.
-
-
-        :arg index: Name of the data stream or index to target. If the
-            target doesn’t exist and matches the name or wildcard (`*`) pattern of
-            an index template with a `data_stream` definition, this request creates
-            the data stream. If the target doesn’t exist and doesn’t match a data
-            stream template, this request creates the index.
-        :arg id: Unique identifier for the document.
-        :arg body: The document
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_create", id)
-
-        return self.transport.perform_request(
-            "PUT", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "op_type",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def index(
-        self,
-        index: Any,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a document in an index.
-
-
-        :arg index: Name of the data stream or index to target.
-        :arg body: The document
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg op_type: Set to create to only index the document if it
-            does not already exist (put if absent).If a document with the specified
-            `_id` already exists, the indexing operation will fail.Same as using the
-            `<index>/_create` endpoint.Valid values: `index`, `create`.If document
-            id is specified, it defaults to `index`.Otherwise, it defaults to
-            `create`.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the destination must be an index
-            alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period the request waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST" if id in SKIP_IN_PATH else "PUT",
-            _make_path(index, "_doc", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pipeline",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def bulk(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to perform multiple index/update/delete operations in a single request.
-
-
-        :arg body: The operation definition and data (action-data
-            pairs), separated by newlines
-        :arg index: Name of the data stream, index, or index alias to
-            perform bulk actions on.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg require_alias: If `true`, the request’s actions must target
-            an index alias. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each action waits for the following
-            operations: automatic index creation, dynamic mapping updates, waiting
-            for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_bulk"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def clear_scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Explicitly clears the search context for a scroll.
-
-
-        :arg body: Comma-separated list of scroll IDs to clear if none
-            was specified via the scroll_id parameter
-        :arg scroll_id: Comma-separated list of scroll IDs to clear. To
-            clear all scroll IDs, use `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": [scroll_id]}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return self.transport.perform_request(
-            "DELETE", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "min_score",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "terminate_after",
-    )
-    def count(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns number of documents matching a query.
-
-
-        :arg body: Query to restrict the results specified with the
-            Query DSL (optional)
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed.This parameter can only be used when the `q` query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices are ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg min_score: Sets the minimum `_score` value that documents
-            must have to be included in the result.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_count"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "refresh",
-        "routing",
-        "source",
-        "timeout",
-        "version",
-        "version_type",
-        "wait_for_active_shards",
-    )
-    def delete(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes a document from the index.
-
-
-        :arg index: Name of the target index.
-        :arg id: Unique identifier for the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, Opensearch refreshes the affected
-            shards to make this operation visible to search, if `wait_for` then wait
-            for a refresh to make this operation visible to search, if `false` do
-            nothing with refreshes.Valid values: `true`, `false`, `wait_for`.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for active shards.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def delete_by_query(
-        self,
-        index: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes documents matching the provided query.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if delete by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid values are: `all`,
-            `open`, `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.Defaults to the index-level setting.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search
-            request.Defaults to no timeout.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each deletion request waits for active
-            shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        for param in (index, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_delete_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def delete_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Delete By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_delete_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    def exists(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    def exists_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a document source exists in an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg id: Identifier of the document.
-        :arg _source: `true` or `false` to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, Opensearch refreshes all shards
-            involved in the delete by query after the request completes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency
-            control.The specified version must match the current version of the
-            document for the request to succeed.
-        :arg version_type: Specific version type: `external`,
-            `external_gte`. Valid choices are internal, external, external_gte,
-            force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return self.transport.perform_request(
-            "HEAD", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "filter_path",
-        "human",
-        "lenient",
-        "preference",
-        "pretty",
-        "q",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    def explain(
-        self,
-        index: Any,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about why a specific matches (or doesn't match) a query.
-
-
-        :arg index: Index names used to limit the request. Only a single
-            index name can be provided to this parameter.
-        :arg id: Defines the document ID.
-        :arg body: The query definition using the Query DSL
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string. Default is _all.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return in the response.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_explain", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_unmapped",
-        "pretty",
-        "source",
-    )
-    def field_caps(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about the capabilities of fields among multiple
-        indices.
-
-
-        :arg body: An index filter specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (*). To target all
-            data streams and indices, omit this parameter or use * or _all.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias,or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a requesttargeting `foo*,bar*`
-            returns an error if an index starts with foo but no index starts with
-            bar.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fields: Comma-separated list of fields to retrieve
-            capabilities for. Wildcard (`*`) expressions are supported.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg include_unmapped: If true, unmapped fields are included in
-            the response. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_field_caps"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-        "version",
-        "version_type",
-    )
-    def get(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: List of stored fields to return as part of a
-            hit.If no fields are specified, no stored fields are included in the
-            response.If this field is specified, the `_source` parameter defaults to
-            false.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_doc", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_script(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path("_scripts", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "version",
-        "version_type",
-    )
-    def get_source(
-        self,
-        index: Any,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the source of a document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg id: Unique identifier of the document.
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude in the response.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: Boolean) If true, the request is real-time as
-            opposed to near-real-time.
-        :arg refresh: If true, Opensearch refreshes the affected shards
-            to make this operation visible to search. If false, do nothing with
-            refreshes.
-        :arg routing: Target the specified primary shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg version: Explicit version number for concurrency control.
-            The specified version must match the current version of the document for
-            the request to succeed.
-        :arg version_type: Specific version type: internal, external,
-            external_gte. Valid choices are internal, external, external_gte, force.
-        """
-        for param in (index, id):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_source", id)
-
-        return self.transport.perform_request(
-            "GET", path, params=params, headers=headers
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "preference",
-        "pretty",
-        "realtime",
-        "refresh",
-        "routing",
-        "source",
-        "stored_fields",
-    )
-    def mget(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to get multiple documents in one request.
-
-
-        :arg body: Document identifiers; can be either `docs`
-            (containing full document information) or `ids` (when index is provided
-            in the URL.
-        :arg index: Name of the index to retrieve documents from when
-            `ids` are specified, or when a document in the `docs` array does not
-            specify an index.
-        :arg _source: True or false to return the `_source` field or
-            not, or a list of fields to return.
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query parameter.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned. You can exclude fields from this subset
-            using the `_source_excludes` query parameter.If the `_source` parameter
-            is `false`, this parameter is ignored.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on. Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If `true`, the request is real-time as opposed to
-            near-real-time.
-        :arg refresh: If `true`, the request refreshes relevant shards
-            before retrieving documents.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stored_fields: If `true`, retrieves the document fields
-            stored in the index rather than the document `_source`.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_mget"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def msearch(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases to search.
-        :arg ccs_minimize_roundtrips: If true, network roundtrips
-            between the coordinating node and remote clusters are minimized for
-            cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the multi search API can execute.
-        :arg max_concurrent_shard_requests: Maximum number of concurrent
-            shard requests that each sub-search request executes per node. Default
-            is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold. This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method i.e., if date filters are mandatory to match but
-            the shard bounds and the query are disjoint.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, hits.total are returned as
-            an integer in the response. Defaults to false, which returns an object.
-            Default is false.
-        :arg search_type: Indicates whether global term and document
-            frequencies should be used when scoring returned documents. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: Specifies whether aggregation and suggester
-            names should be prefixed by their respective types in the response.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_concurrent_searches",
-        "pretty",
-        "rest_total_hits_as_int",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def msearch_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to execute several search template operations in one request.
-
-
-        :arg body: The request definitions (metadata-search request
-            definition pairs), separated by newlines
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_concurrent_searches: Maximum number of concurrent
-            searches the API can run.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If `true`, the response returns
-            `hits.total` as an integer.If `false`, it returns `hits.total` as an
-            object. Default is false.
-        :arg search_type: The type of the search operation.Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        body = _bulk_body(self.transport.serializer, body)
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_msearch", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "ids",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    def mtermvectors(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns multiple termvectors in one request.
-
-
-        :arg body: Define ids, documents, parameters or a list of
-            parameters per document here. You must at least provide a list of
-            document ids. See documentation.
-        :arg index: Name of the index that contains the documents.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ids: A comma-separated list of documents ids. You must
-            define ids as parameter or set "ids" or "docs" in the request body
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If true, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        path = _make_path(index, "_mtermvectors")
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_script(
-        self,
-        id: Any,
-        body: Any,
-        context: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a script.
-
-
-        :arg id: Identifier for the stored script or search template.
-            Must be unique within the cluster.
-        :arg body: The document
-        :arg context: Context in which the script or search template
-            should run. To prevent errors, the API immediately compiles the script
-            or template in this context.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_scripts", id, context),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "search_type",
-        "source",
-    )
-    def rank_eval(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to evaluate the quality of ranked search results over a set of typical
-        search queries.
-
-
-        :arg body: The ranking evaluation search definition, including
-            search requests, document ratings and ranking metric definition.
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard (`*`) expressions are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices. This behavior applies even if the request
-            targets other open indices. For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, missing or closed indices
-            are not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search_type: Search operation type
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_rank_eval"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "max_docs",
-        "pretty",
-        "refresh",
-        "requests_per_second",
-        "scroll",
-        "slices",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def reindex(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to copy documents from one index to another, optionally filtering the
-        source documents by a query, changing the destination index settings, or
-        fetching the documents from a remote cluster.
-
-
-        :arg body: The search definition using the Query DSL and the
-            prototype for the index request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg max_docs: Maximum number of documents to process. By
-            default, all documents.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If `true`, the request refreshes affected shards
-            to make this operation visible to search.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.Defaults to no throttle. Default is 0.
-        :arg scroll: Specifies how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg slices: The number of slices this task should be divided
-            into.Defaults to 1 slice, meaning the task isn’t sliced into subtasks.
-            Valid choices are auto.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period each indexing waits for automatic index
-            creation, dynamic mapping updates, and waiting for active shards.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_reindex", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def reindex_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Reindex operation.
-
-
-        :arg task_id: Identifier for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_reindex", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def render_search_template(
-        self,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg id: ID of the search template to render. If no `source` is
-            specified, this or the `id` request body parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_render", "template", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def scripts_painless_execute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows an arbitrary script to be executed and a result to be returned.
-
-
-        :arg body: The script to execute
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_scripts/painless/_execute",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "rest_total_hits_as_int",
-        "scroll",
-        "source",
-    )
-    def scroll(
-        self,
-        body: Any = None,
-        scroll_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to retrieve a large numbers of results from a single search request.
-
-
-        :arg body: The scroll ID if not passed by URL or query
-            parameter.
-        :arg scroll_id: The scroll ID for scrolled search
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg rest_total_hits_as_int: If true, the API response’s
-            hit.total property is returned as an integer. If false, the API
-            response’s hit.total property is returned as an object. Default is
-            false.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if scroll_id in SKIP_IN_PATH and body in SKIP_IN_PATH:
-            raise ValueError("You need to supply scroll_id or body.")
-        elif scroll_id and not body:
-            body = {"scroll_id": scroll_id}
-        elif scroll_id:
-            params["scroll_id"] = scroll_id
-
-        return self.transport.perform_request(
-            "POST", "/_search/scroll", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "include_named_queries_score",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_pipeline",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    def search(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns results matching a query.
-
-
-        :arg body: The search definition using the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg _source: Indicates which source fields are returned for
-            matching documents.These fields are returned in the `hits._source`
-            property of the search response.Valid values are:`true` to return the
-            entire document source;`false` to not return the document
-            source;`<string>` to return the source fields that are specified as a
-            comma-separated list (supports wildcard (`*`) patterns).
-        :arg _source_excludes: A comma-separated list of source fields
-            to exclude from the response.You can also use this parameter to exclude
-            fields from the subset specified in `_source_includes` query
-            parameter.If the `_source` parameter is `false`, this parameter is
-            ignored.
-        :arg _source_includes: A comma-separated list of source fields
-            to include in the response.If this parameter is specified, only these
-            source fields are returned.You can exclude fields from this subset using
-            the `_source_excludes` query parameter.If the `_source` parameter is
-            `false`, this parameter is ignored.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg allow_partial_search_results: If true, returns partial
-            results if there are shard request timeouts or shard failures. If false,
-            returns an error with no partial results. Default is True.
-        :arg analyze_wildcard: If true, wildcard and prefix queries are
-            analyzed.This parameter can only be used when the q query string
-            parameter is specified. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the q query string parameter is
-            specified.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node.This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: If true, network round-trips
-            between the coordinating node and the remote clusters are minimized when
-            executing cross-cluster search (CCS) requests. Default is True.
-        :arg default_operator: The default operator for query string
-            query: AND or OR.This parameter can only be used when the `q` query
-            string parameter is specified. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the q query
-            string parameter is specified.
-        :arg docvalue_fields: A comma-separated list of fields to return
-            as the docvalue representation for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg explain: If `true`, returns detailed information about
-            score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting document offset.Needs to be non-negative.By
-            default, you cannot page through more than 10,000 hits using the `from`
-            and `size` parameters.To page through more hits, use the `search_after`
-            parameter. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, concrete, expanded or aliased
-            indices will be ignored when frozen.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_named_queries_score: Indicates whether
-            hit.matched_queries should be rendered as a map that includes the name
-            of the matched query associated with its score (true) or as an array
-            containing the name of the matched queries (false) Default is false.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be
-            ignored.This parameter can only be used when the `q` query string
-            parameter is specified.
-        :arg max_concurrent_shard_requests: Defines the number of
-            concurrent shard requests per node this search executes
-            concurrently.This value should be used to limit the impact of the search
-            on the cluster in order to limit the number of concurrent shard
-            requests. Default is 5.
-        :arg pre_filter_shard_size: Defines a threshold that enforces a
-            pre-filter roundtrip to prefilter search shards based on query rewriting
-            if the number of shards the search request expands to exceeds the
-            threshold.This filter roundtrip can limit the number of shards
-            significantly if for instance a shard can not match any documents based
-            on its rewrite method (if date filters are mandatory to match but the
-            shard bounds and the query are disjoint).When unspecified, the pre-
-            filter phase is executed if any of these conditions is met:the request
-            targets more than 128 shards;the request targets one or more read-only
-            index;the primary sort of the query targets an indexed field.
-        :arg preference: Nodes and shards used for the search.By
-            default, Opensearch selects from eligible nodes and shards using
-            adaptive replica selection, accounting for allocation awareness. Valid
-            values are:`_only_local` to run the search only on shards on the local
-            node;`_local` to, if possible, run the search on shards on the local
-            node, or if not, select shards using the default
-            method;`_only_nodes:<node-id>,<node-id>` to run the search on only the
-            specified nodes IDs, where, if suitable shards exist on more than one
-            selected node, use shards on those nodes using the default method, or if
-            none of the specified nodes are available, select shards from any
-            available node using the default method;`_prefer_nodes:<node-id>,<node-
-            id>` to if possible, run the search on the specified nodes IDs, or if
-            not, select shards using the default method;`_shards:<shard>,<shard>` to
-            run the search only on the specified shards;`<custom-string>` (any
-            string that does not start with `_`) to route searches with the same
-            `<custom-string>` to the same shards in the same order. Default is
-            random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax using query
-            parameter search.Query parameter searches do not support the full
-            Opensearch Query DSL but are handy for testing.
-        :arg request_cache: If `true`, the caching of search results is
-            enabled for requests where `size` is `0`.Defaults to index level
-            settings.
-        :arg rest_total_hits_as_int: Indicates whether `hits.total`
-            should be rendered as an integer or an object in the rest search
-            response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-            See Scroll search results.By default, this value cannot exceed `1d` (24
-            hours).You can change this limit using the `search.max_keep_alive`
-            cluster-level setting.
-        :arg search_pipeline: Customizable sequence of processing stages
-            applied to search queries.
-        :arg search_type: How distributed term frequencies are
-            calculated for relevance scoring. Valid choices are query_then_fetch,
-            dfs_query_then_fetch.
-        :arg seq_no_primary_term: If `true`, returns sequence number and
-            primary term of the last modification of each hit.
-        :arg size: Defines the number of hits to return.By default, you
-            cannot page through more than 10,000 hits using the `from` and `size`
-            parameters.To page through more hits, use the `search_after` parameter.
-            Default is 10.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg stored_fields: A comma-separated list of stored fields to
-            return as part of a hit.If no fields are specified, no stored fields are
-            included in the response.If this field is specified, the `_source`
-            parameter defaults to `false`.You can pass `_source: true` to return
-            both source fields and stored fields in the search response.
-        :arg suggest_field: Specifies which field to use for
-            suggestions.
-        :arg suggest_mode: Specifies the suggest mode.This parameter can
-            only be used when the `suggest_field` and `suggest_text` query string
-            parameters are specified. Valid choices are missing, popular, always.
-        :arg suggest_size: Number of suggestions to return.This
-            parameter can only be used when the `suggest_field` and `suggest_text`
-            query string parameters are specified.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.This parameter can only be used when the
-            `suggest_field` and `suggest_text` query string parameters are
-            specified.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.If set to
-            `0` (default), the query does not terminate early.
-        :arg timeout: Specifies the period of time to wait for a
-            response from each shard.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg track_scores: If `true`, calculate and return document
-            scores, even if the scores are not used for sorting.
-        :arg track_total_hits: Number of hits matching the query to
-            count accurately.If `true`, the exact number of hits is returned at the
-            cost of some performance.If `false`, the response does not include the
-            total number of hits matching the query.
-        :arg typed_keys: If `true`, aggregation and suggester names are
-            be prefixed by their respective types in the response.
-        :arg version: If `true`, returns document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    def search_shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the indices and shards that a search request would be
-        executed against.
-
-
-        :arg index: Returns the indices and shards that a search request
-            would be executed against.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_search_shards"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "ccs_minimize_roundtrips",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "preference",
-        "pretty",
-        "profile",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "source",
-        "typed_keys",
-    )
-    def search_template(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to use the Mustache language to pre-render a search definition.
-
-
-        :arg body: The search definition template and its params
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (*).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg ccs_minimize_roundtrips: If `true`, network round-trips are
-            minimized for cross-cluster search requests. Default is True.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response includes additional
-            details about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: If `true`, specified concrete, expanded,
-            or aliased indices are not included in the response when throttled.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg profile: If `true`, the query execution is profiled.
-        :arg rest_total_hits_as_int: If true, hits.total are rendered as
-            an integer in the response. Default is false.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Specifies how long a consistent view of the
-            indexshould be maintained for scrolled search.
-        :arg search_type: The type of the search operation. Valid
-            choices are query_then_fetch, dfs_query_then_fetch.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg typed_keys: If `true`, the response prefixes aggregation
-            and suggester names with their respective types.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "template"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "field_statistics",
-        "fields",
-        "filter_path",
-        "human",
-        "offsets",
-        "payloads",
-        "positions",
-        "preference",
-        "pretty",
-        "realtime",
-        "routing",
-        "source",
-        "term_statistics",
-        "version",
-        "version_type",
-    )
-    def termvectors(
-        self,
-        index: Any,
-        body: Any = None,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information and statistics about terms in the fields of a particular
-        document.
-
-
-        :arg index: Name of the index that contains the document.
-        :arg body: Define parameters and or supply a document to get
-            termvectors for. See documentation.
-        :arg id: Unique identifier of the document.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg field_statistics: If `true`, the response includes the
-            document count, sum of document frequencies, and sum of total term
-            frequencies. Default is True.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.Used as the default list unless a
-            specific field list is provided in the `completion_fields` or
-            `fielddata_fields` parameters.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg offsets: If `true`, the response includes term offsets.
-            Default is True.
-        :arg payloads: If `true`, the response includes term payloads.
-            Default is True.
-        :arg positions: If `true`, the response includes term positions.
-            Default is True.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg realtime: If true, the request is real-time as opposed to
-            near-real-time. Default is True.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg term_statistics: If `true`, the response includes term
-            frequency and document frequency. Default is false.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg version_type: Specific version type. Valid choices are
-            internal, external, external_gte, force.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        path = _make_path(index, "_termvectors", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "lang",
-        "pretty",
-        "refresh",
-        "require_alias",
-        "retry_on_conflict",
-        "routing",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def update(
-        self,
-        index: Any,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a document with a script or partial document.
-
-
-        :arg index: The name of the index
-        :arg id: Document ID
-        :arg body: The request definition requires either `script` or
-            partial `doc`
-        :arg _source: Set to false to disable source retrieval. You can
-            also specify a comma-separatedlist of the fields you want to retrieve.
-        :arg _source_excludes: Specify the source fields you want to
-            exclude.
-        :arg _source_includes: Specify the source fields you want to
-            retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg lang: The script language. Default is painless.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg refresh: If 'true', Opensearch refreshes the affected
-            shards to make this operationvisible to search, if 'wait_for' then wait
-            for a refresh to make this operationvisible to search, if 'false' do
-            nothing with refreshes. Valid choices are true, false, wait_for.
-        :arg require_alias: If true, the destination must be an index
-            alias. Default is false.
-        :arg retry_on_conflict: Specify how many times should the
-            operation be retried when a conflict occurs. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for dynamic mapping updates and
-            active shards.This guarantees Opensearch waits for at least the timeout
-            before failing.The actual wait time could be longer, particularly when
-            multiple waits occur.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operations.Set to 'all' or any
-            positive integer up to the total number of shards in the
-            index(number_of_replicas+1). Defaults to 1 meaning the primary shard.
-            Valid choices are all, index-setting.
-        """
-        for param in (index, id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        path = _make_path(index, "_update", id)
-
-        return self.transport.perform_request(
-            "POST", path, params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "conflicts",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "max_docs",
-        "pipeline",
-        "preference",
-        "pretty",
-        "q",
-        "refresh",
-        "request_cache",
-        "requests_per_second",
-        "routing",
-        "scroll",
-        "scroll_size",
-        "search_timeout",
-        "search_type",
-        "size",
-        "slices",
-        "sort",
-        "source",
-        "stats",
-        "terminate_after",
-        "timeout",
-        "version",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def update_by_query(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs an update on every document in the index without changing the source,
-        for example to pick up a mapping change.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg body: The search definition using the Query DSL
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.For example, a request targeting `foo*,bar*`
-            returns an error if an index starts with `foo` but no index starts with
-            `bar`.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.
-        :arg conflicts: What to do if update by query hits version
-            conflicts: `abort` or `proceed`. Valid choices are abort, proceed.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg max_docs: Maximum number of documents to process.Defaults
-            to all documents.
-        :arg pipeline: ID of the pipeline to use to preprocess incoming
-            documents.If the index has a default ingest pipeline specified, then
-            setting the value to `_none` disables the default ingest pipeline for
-            this request.If a final pipeline is configured it will always run,
-            regardless of the value of this parameter.
-        :arg preference: Specifies the node or shard the operation
-            should be performed on.Random by default. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg refresh: If `true`, Opensearch refreshes affected shards to
-            make the operation visible to search.
-        :arg request_cache: If `true`, the request cache is used for
-            this request.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second. Default is 0.
-        :arg routing: Custom value used to route operations to a
-            specific shard.
-        :arg scroll: Period to retain the search context for scrolling.
-        :arg scroll_size: Size of the scroll request that powers the
-            operation. Default is 100.
-        :arg search_timeout: Explicit timeout for each search request.
-        :arg search_type: The type of the search operation. Available
-            options: `query_then_fetch`, `dfs_query_then_fetch`. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg size: Deprecated, please use `max_docs` instead.
-        :arg slices: The number of slices this task should be divided
-            into. Valid choices are auto.
-        :arg sort: A comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific `tag` of the request for logging and
-            statistical purposes.
-        :arg terminate_after: Maximum number of documents to collect for
-            each shard.If a query reaches this limit, Opensearch terminates the
-            query early.Opensearch collects documents before sorting.Use with
-            caution.Opensearch applies this parameter to each shard handling the
-            request.When possible, let Opensearch perform early termination
-            automatically.Avoid specifying this parameter for requests that target
-            data streams with backing indices across multiple data tiers.
-        :arg timeout: Period each update request waits for the following
-            operations: dynamic mapping updates, waiting for active shards.
-        :arg version: If `true`, returns the document version as part of
-            a hit.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is True.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_update_by_query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "requests_per_second", "source"
-    )
-    def update_by_query_rethrottle(
-        self,
-        task_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the number of requests per second for a particular Update By Query
-        operation.
-
-
-        :arg task_id: The ID for the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg requests_per_second: The throttle for this request in sub-
-            requests per second.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if task_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'task_id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_update_by_query", task_id, "_rethrottle"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_script_context(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all script contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_script_context", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_script_languages(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns available script types, languages and contexts.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_script_language", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_partial_pit_creation",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "keep_alive",
-        "preference",
-        "pretty",
-        "routing",
-        "source",
-    )
-    def create_pit(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates point in time context.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_partial_pit_creation: Allow if point in time can be
-            created with partial failures.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg keep_alive: Specify the keep alive for point in time.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_search", "point_in_time"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_search/point_in_time/_all", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_pit(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes one or more point in time searches based on the IDs passed.
-
-
-        :arg body: The point-in-time ids to be deleted
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_search/point_in_time",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_all_pits(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point in time searches.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_search/point_in_time/_all", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
deleted file mode 100644
index 006ae3131..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/_patch.py
+++ /dev/null
@@ -1,144 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, query_params
-
-
-@query_params()
-def list_all_point_in_time(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Returns the list of active point in times searches
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'get_all_pits' API instead.
-
-    """
-    warnings.warn(
-        "The 'list_all_point_in_time' API is deprecated and will be removed in a future version. Use 'get_all_pits' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.get_all_pits(params=params, headers=headers)
-
-
-@query_params(
-    "expand_wildcards", "ignore_unavailable", "keep_alive", "preference", "routing"
-)
-def create_point_in_time(
-    self: Any, index: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    Create a point in time that can be used in subsequent searches
-
-
-    :arg index: A comma-separated list of index names to open point
-        in time; use `_all` or empty string to perform the operation on all
-        indices
-    :arg expand_wildcards: Whether to expand wildcard expression to
-        concrete indices that are open, closed or both.  Valid choices: open,
-        closed, hidden, none, all  Default: open
-    :arg ignore_unavailable: Whether specified concrete indices
-        should be ignored when unavailable (missing or closed)
-    :arg keep_alive: Specific the time to live for the point in time
-    :arg preference: Specify the node or shard the operation should
-        be performed on (default: random)
-    :arg routing: Specific routing value
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'create_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'create_point_in_time' API is deprecated and will be removed in a future version. Use 'create_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.create_pit(index=index, params=params, headers=headers)
-
-
-@query_params()
-def delete_point_in_time(
-    self: Any,
-    body: Any = None,
-    all: bool = False,
-    params: Any = None,
-    headers: Any = None,
-) -> Any:
-    """
-    Delete a point in time
-
-
-    :arg body: a point-in-time id to delete
-    :arg all: set it to `True` to delete all alive point in time.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'delete_all_pits' or 'delete_pit' API instead.
-
-    """
-    warnings.warn(
-        "The 'delete_point_in_time' API is deprecated and will be removed in a future version. Use 'delete_all_pits' or 'delete_pit' API instead.",
-        DeprecationWarning,
-    )
-
-    if all:
-        return self.delete_all_pits(params=params, headers=headers)
-    else:
-        return self.delete_pit(body=body, params=params, headers=headers)
-
-
-@query_params()
-def health_check(self: Any, params: Any = None, headers: Any = None) -> Any:
-    """
-    Checks to see if the Security plugin is up and running.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'health' API instead.
-
-    """
-    warnings.warn(
-        "The 'health_check' API in security client is deprecated and will be removed in a future version. Use 'health' API instead.",
-        DeprecationWarning,
-    )
-
-    return self.health(params=params, headers=headers)
-
-
-@query_params()
-def update_audit_config(
-    self: Any, body: Any, params: Any = None, headers: Any = None
-) -> Any:
-    """
-    A PUT call updates the audit configuration.
-
-    .. warning::
-
-        This API will be removed in a future version.
-        Use 'update_audit_configuration' API instead.
-
-    """
-    warnings.warn(
-        "The 'update_audit_config' API in security client is deprecated and will be removed in a future version. Use 'update_audit_configuration' API instead.",
-        DeprecationWarning,
-    )
-
-    if body in SKIP_IN_PATH:
-        raise ValueError("Empty value passed for a required argument 'body'.")
-
-    return self.update_audit_configuration(params=params, headers=headers, body=body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
deleted file mode 100644
index ff90d0618..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cat.py
+++ /dev/null
@@ -1,1403 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class CatClient(NamespacedClient):
-    @query_params(
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def aliases(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows information about currently configured aliases to indices including
-        filter and routing infos.
-
-
-        :arg name: A comma-separated list of aliases to retrieve.
-            Supports wildcards (`*`).  To retrieve all aliases, omit this parameter
-            or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "aliases", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def all_pit_segments(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Lists all active point-in-time segments.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pit_segments/_all", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def allocation(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a snapshot of how many shards are allocated to each data node and how
-        much disk space they are using.
-
-
-        :arg node_id: Comma-separated list of node identifiers or names
-            used to limit the returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "allocation", node_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def cluster_manager(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/cluster_manager", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def count(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides quick access to the document count of the entire cluster, or
-        individual indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "count", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def fielddata(
-        self,
-        fields: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Shows how much heap memory is currently being used by fielddata on every data
-        node in the cluster.
-
-
-        :arg fields: Comma-separated list of fields used to limit
-            returned information.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "fielddata", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "ts",
-        "v",
-    )
-    def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster health.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg ts: If true, returns `HH:MM:SS` and Unix epoch timestamps.
-            Default is True.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/health", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "help", "human", "pretty", "s", "source"
-    )
-    def help(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns help for the Cat APIs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "health",
-        "help",
-        "human",
-        "include_unloaded_segments",
-        "local",
-        "master_timeout",
-        "pretty",
-        "pri",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def indices(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about indices: number of primaries and replicas, document
-        counts, disk size, ...
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: The type of index that wildcard patterns
-            can match. Valid choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg health: The health status used to limit returned indices.
-            By default, the response includes indices of any health status. Valid
-            choices are green, yellow, red.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg pri: If true, the response only includes information from
-            primary shards. Default is false.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit used to display time values. Valid choices
-            are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "indices", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def master(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the cluster-manager node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        from warnings import warn
-
-        warn(
-            "Deprecated: To promote inclusive language, please use '/_cat/cluster_manager' instead."
-        )
-        return self.transport.perform_request(
-            "GET", "/_cat/master", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def nodeattrs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about custom node attributes.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/nodeattrs", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "full_id",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def nodes(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic statistics about performance of cluster nodes.
-
-
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg full_id: If `true`, return the full node ID. If `false`,
-            return the shortened node ID. Default is false.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local (Deprecated: This parameter does not cause this API
-            to act locally.): Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/nodes", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a concise representation of the cluster pending tasks.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def pit_segments(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List segments for one or several PITs.
-
-
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/pit_segments", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def plugins(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about installed plugins across nodes node.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/plugins", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "bytes",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about index shard recoveries, both on-going completed.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "recovery", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def repositories(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about snapshot repositories registered in the cluster.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/repositories", params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "allow_no_indices",
-        "bytes",
-        "completed_only",
-        "detailed",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "pretty",
-        "s",
-        "shards",
-        "source",
-        "time",
-        "timeout",
-        "v",
-    )
-    def segment_replication(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about both on-going and latest completed Segment
-        Replication events.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names to limit the returned information.
-        :arg active_only: If `true`, the response only includes ongoing
-            segment replication events. Default is false.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg bytes: The unit in which to display byte values. Valid
-            choices are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg completed_only: If `true`, the response only includes
-            latest completed segment replication events. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about segment replications. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg shards: Comma-separated list of shards to display.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg timeout: Operation timeout.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "segment_replication", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about the segments in the shards of an index.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "segments", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "bytes",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def shards(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides a detailed view of shard allocation on nodes.
-
-
-        :arg index: A comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg bytes: The unit used to display byte values. Valid choices
-            are b, k, kb, m, mb, g, gb, t, tb, p, pb.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "shards", index), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "size",
-        "source",
-        "v",
-    )
-    def thread_pool(
-        self,
-        thread_pool_patterns: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster-wide thread pool statistics per node. By default the active,
-        queue and rejected statistics are returned for all thread pools.
-
-
-        :arg thread_pool_patterns: A comma-separated list of thread pool
-            names used to limit the request. Accepts wildcard expressions.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg size: The multiplier in which to display values.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "thread_pool", thread_pool_patterns),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def snapshots(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all snapshots in a specific repository.
-
-
-        :arg repository: A comma-separated list of snapshot repositories
-            used to limit the request. Accepts wildcard expressions. `_all` returns
-            all repositories. If any repository fails during the request, Opensearch
-            returns an error.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `true`, the response does not
-            include information from unavailable snapshots. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cat", "snapshots", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "s",
-        "source",
-        "time",
-        "v",
-    )
-    def tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the tasks currently executing on one or more nodes in
-        the cluster.
-
-
-        :arg actions: The task action names, which are used to limit the
-            response.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: The parent task identifier, which is used
-            to limit the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg time: The unit in which to display time values. Valid
-            choices are nanos, micros, ms, s, m, h, d.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cat/tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "format",
-        "h",
-        "help",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "s",
-        "source",
-        "v",
-    )
-    def templates(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about existing templates.
-
-
-        :arg name: The name of the template to return. Accepts wildcard
-            expressions. If omitted, all templates are returned.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg format: A short version of the Accept header, e.g. json,
-            yaml.
-        :arg h: Comma-separated list of column names to display.
-        :arg help: Return help information. Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg s: Comma-separated list of column names or column aliases
-            to sort by.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg v: Verbose mode. Display column headers. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_cat", "templates", name), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
deleted file mode 100644
index 091bb5e9d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/client.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Optional, Type
-
-from opensearchpy.client.utils import _normalize_hosts
-from opensearchpy.transport import Transport
-
-
-class Client(object):
-    """
-    A generic async OpenSearch client.
-    """
-
-    def __init__(
-        self,
-        hosts: Optional[str] = None,
-        transport_class: Type[Transport] = Transport,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of nodes, or a single node, we should connect to.
-            Node should be a dictionary ({"host": "localhost", "port": 9200}),
-            the entire dictionary will be passed to the :class:`~opensearchpy.Connection`
-            class as kwargs, or a string in the format of ``host[:port]`` which will be
-            translated to a dictionary automatically.  If no value is given the
-            :class:`~opensearchpy.Connection` class defaults will be used.
-
-        :arg transport_class: :class:`~opensearchpy.Transport` subclass to use.
-
-        :arg kwargs: any additional arguments will be passed on to the
-            :class:`~opensearchpy.Transport` class and, subsequently, to the
-            :class:`~opensearchpy.Connection` instances.
-        """
-        self.transport = transport_class(_normalize_hosts(hosts), **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
deleted file mode 100644
index 159aea492..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/cluster.py
+++ /dev/null
@@ -1,1029 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class ClusterClient(NamespacedClient):
-    @query_params(
-        "awareness_attribute",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "level",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_events",
-        "wait_for_no_initializing_shards",
-        "wait_for_no_relocating_shards",
-        "wait_for_nodes",
-        "wait_for_status",
-    )
-    def health(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns basic information about the health of the cluster.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported. To target all data streams and indices in a cluster, omit
-            this parameter or use `_all` or `*`.
-        :arg awareness_attribute: The awareness attribute for which the
-            health is required.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg level: Can be one of cluster, indices or shards. Controls
-            the details level of the health information returned. Valid choices are
-            cluster, indices, shards, awareness_attributes.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: A number controlling to how many
-            active shards to wait for, all to wait for all shards in the cluster to
-            be active, or 0 to not wait. Valid choices are all, index-setting.
-        :arg wait_for_events: Can be one of immediate, urgent, high,
-            normal, low, languid. Wait until all currently queued events with the
-            given priority are processed. Valid choices are immediate, urgent, high,
-            normal, low, languid.
-        :arg wait_for_no_initializing_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard initializations. Defaults to false, which means it will
-            not wait for initializing shards.
-        :arg wait_for_no_relocating_shards: A boolean value which
-            controls whether to wait (until the timeout provided) for the cluster to
-            have no shard relocations. Defaults to false, which means it will not
-            wait for relocating shards.
-        :arg wait_for_nodes: The request waits until the specified
-            number N of nodes is available. It also accepts >=N, <=N, >N and <N.
-            Alternatively, it is possible to use ge(N), le(N), gt(N) and lt(N)
-            notation.
-        :arg wait_for_status: One of green, yellow or red. Will wait
-            (until the timeout provided) until the status of the cluster changes to
-            the one provided or better, i.e. green > yellow > red. By default, will
-            not wait for any status. Valid choices are green, yellow, red.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "health", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def pending_tasks(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of any cluster-level changes (e.g. create index, update mapping,
-        allocate or fail shard) which have not yet been executed.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cluster/pending_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_metadata_version",
-        "wait_for_timeout",
-    )
-    def state(
-        self,
-        metric: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a comprehensive information about the state of the cluster.
-
-
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_metadata_version: Wait for the metadata version to
-            be equal or greater than the specified metadata version
-        :arg wait_for_timeout: The maximum time to wait for
-            wait_for_metadata_version before timing out
-        """
-        if index and metric in SKIP_IN_PATH:
-            metric = "_all"
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "state", metric, index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def stats(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns high-level overview of cluster statistics.
-
-
-        :arg node_id: Comma-separated list of node filters used to limit
-            returned information. Defaults to all nodes in the cluster.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for each node to respond.If a node
-            does not respond before its timeout expires, the response does not
-            include its stats.However, timed out nodes are included in the
-            response’s `_nodes.failed` property. Defaults to no timeout.
-        """
-        return self.transport.perform_request(
-            "GET",
-            (
-                "/_cluster/stats"
-                if node_id in SKIP_IN_PATH
-                else _make_path("_cluster", "stats", "nodes", node_id)
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "explain",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "metric",
-        "pretty",
-        "retry_failed",
-        "source",
-        "timeout",
-    )
-    def reroute(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to manually change the allocation of individual shards in the cluster.
-
-
-        :arg body: The definition of `commands` to perform (`move`,
-            `cancel`, `allocate`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If true, then the request simulates the operation
-            only and returns the resulting state.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg explain: If true, then the response contains an explanation
-            of why the commands can or cannot be executed.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg metric: Limits the information returned to the specified
-            metrics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg retry_failed: If true, then retries allocation of shards
-            that are blocked due to too many subsequent allocation failures.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST", "/_cluster/reroute", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "include_defaults",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def get_settings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns cluster settings.
-
-
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_defaults: If `true`, returns default cluster
-            settings from the local node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET", "/_cluster/settings", params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_settings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster settings.
-
-
-        :arg body: The settings to be updated. Can be either `transient`
-            or `persistent` (survives cluster restart).
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT", "/_cluster/settings", params=params, headers=headers, body=body
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def remote_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the information about configured remote clusters.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "include_disk_info",
-        "include_yes_decisions",
-        "pretty",
-        "source",
-    )
-    def allocation_explain(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides explanations for shard allocations in the cluster.
-
-
-        :arg body: The index, shard, and primary flag to explain. Empty
-            means 'explain the first unassigned shard'
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_disk_info: If true, returns information about disk
-            usage and shard sizes. Default is false.
-        :arg include_yes_decisions: If true, returns YES decisions in
-            explanation. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_cluster/allocation/explain",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a component template.
-
-
-        :arg name: Name of the component template to delete. Wildcard
-            (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_component_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns one or more component templates.
-
-
-        :arg name: Name of the component template to retrieve. Wildcard
-            (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only.If `false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_component_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a component template.
-
-
-        :arg name: Name of the component template to create. Opensearch
-            includes the following built-in component templates: `logs-mappings`;
-            'logs-settings`; `metrics-mappings`; `metrics-settings`;`synthetics-
-            mapping`; `synthetics-settings`. Opensearch Agent uses these templates
-            to configure backing indices for its data streams. If you use Opensearch
-            Agent and want to overwrite one of these templates, set the `version`
-            for your replacement template higher than the current version. If you
-            don’t use Opensearch Agent and want to disable all built-in component
-            and index templates, set `stack.templates.enabled` to `false` using the
-            cluster update settings API.
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing component templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_component_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular component template exist.
-
-
-        :arg name: Name of the component template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only.Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD",
-            _make_path("_component_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "pretty", "source", "wait_for_removal"
-    )
-    def delete_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears cluster voting config exclusions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_removal: Specifies whether to wait for all
-            excluded nodes to be removed from thecluster before clearing the voting
-            configuration exclusions list.Defaults to true, meaning that all
-            excluded nodes must be removed fromthe cluster before this API takes any
-            action. If set to false then thevoting configuration exclusions list is
-            cleared even if some excludednodes are still in the cluster. Default is
-            True.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_cluster/voting_config_exclusions",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "node_ids",
-        "node_names",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def post_voting_config_exclusions(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the cluster voting config exclusions by node ids or node names.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg node_ids: A comma-separated list of the persistent ids of
-            the nodes to excludefrom the voting configuration. If specified, you may
-            not also specify node_names.
-        :arg node_names: A comma-separated list of the names of the
-            nodes to exclude from thevoting configuration. If specified, you may not
-            also specify node_ids.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: When adding a voting configuration exclusion, the
-            API waits for thespecified nodes to be excluded from the voting
-            configuration beforereturning. If the timeout expires before the
-            appropriate conditionis satisfied, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST", "/_cluster/voting_config_exclusions", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_decommission_awareness(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete any existing decommission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_cluster/decommission/awareness", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_weighted_routing(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete weighted shard routing weights.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            "/_cluster/routing/awareness/weights",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get details and status of decommissioned attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if awareness_attribute_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'awareness_attribute_name'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                "_status",
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Fetches weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def put_decommission_awareness(
-        self,
-        awareness_attribute_name: Any,
-        awareness_attribute_value: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Decommissions an awareness attribute.
-
-
-        :arg awareness_attribute_name: Awareness attribute name.
-        :arg awareness_attribute_value: Awareness attribute value.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (awareness_attribute_name, awareness_attribute_value):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(
-                "_cluster",
-                "decommission",
-                "awareness",
-                awareness_attribute_name,
-                awareness_attribute_value,
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def put_weighted_routing(
-        self,
-        attribute: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates weighted shard routing weights.
-
-
-        :arg attribute: Awareness attribute name.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if attribute in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'attribute'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_cluster", "routing", "awareness", attribute, "weights"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
deleted file mode 100644
index bee5c3f14..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/dangling_indices.py
+++ /dev/null
@@ -1,165 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class DanglingIndicesClient(NamespacedClient):
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to delete
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_dangling", index_uuid),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "accept_data_loss",
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def import_dangling_index(
-        self,
-        index_uuid: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Imports the specified dangling index.
-
-
-        :arg index_uuid: The UUID of the dangling index
-        :arg accept_data_loss: Must be set to true in order to import
-            the dangling index
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if index_uuid in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index_uuid'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path("_dangling", index_uuid), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_dangling_indices(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns all dangling indices.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_dangling", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
deleted file mode 100644
index 7bf0deee0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/features.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class FeaturesClient(NamespacedClient):
-    @query_params("master_timeout", "cluster_manager_timeout")
-    def get_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets a list of features which can be included in snapshots using the
-        feature_states field when creating a snapshot
-
-
-        :arg master_timeout (Deprecated: use cluster_manager_timeout): Explicit operation timeout for connection
-            to master node
-        :arg cluster_manager_timeout: Explicit operation timeout for connection
-            to cluster_manager node
-        """
-        return self.transport.perform_request(
-            "GET", "/_features", params=params, headers=headers
-        )
-
-    @query_params()
-    def reset_features(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Resets the internal state of features, usually by deleting system indices
-
-
-        .. warning::
-
-            This API is **experimental** so may include breaking changes
-            or be removed in a future version
-        """
-        return self.transport.perform_request(
-            "POST", "/_features/_reset", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
deleted file mode 100644
index 465a724cc..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/http.py
+++ /dev/null
@@ -1,128 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Mapping, Optional
-
-from .client import Client
-from .utils import NamespacedClient
-
-
-class HttpClient(NamespacedClient):
-    def __init__(self, client: Client) -> None:
-        super(HttpClient, self).__init__(client)
-
-    def get(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a GET request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "GET", url=url, headers=headers, params=params, body=body
-        )
-
-    def head(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a HEAD request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "HEAD", url=url, headers=headers, params=params, body=body
-        )
-
-    def post(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a POST request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "POST", url=url, headers=headers, params=params, body=body
-        )
-
-    def delete(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a DELETE request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "DELETE", url=url, headers=headers, params=params, body=body
-        )
-
-    def put(
-        self,
-        url: str,
-        headers: Optional[Mapping[str, Any]] = None,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-    ) -> Any:
-        """
-        Perform a PUT request and return the data.
-
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        return self.transport.perform_request(
-            "PUT", url=url, headers=headers, params=params, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
deleted file mode 100644
index 6d07837b3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/indices.py
+++ /dev/null
@@ -1,2766 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndicesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def analyze(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the analysis process on a text and return the tokens breakdown of the
-        text.
-
-
-        :arg body: Define analyzer/tokenizer parameters and the text on
-            which the analysis should be performed
-        :arg index: The name of the index to scope the operation.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_analyze"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    def refresh(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the refresh operation in one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_refresh"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "force",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "wait_if_ongoing",
-    )
-    def flush(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the flush operation on one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to flush. Supports wildcards (`*`). To flush all data streams
-            and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg force: If `true`, the request forces a flush even if there
-            are no changes to commit to the index.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_if_ongoing: If `true`, the flush operation blocks
-            until execution when another flush operation is running.If `false`,
-            Opensearch returns an error if you request a flush when another flush
-            operation is running. Default is True.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_flush"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def create(
-        self,
-        index: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates an index with optional settings and mappings.
-
-
-        :arg index: Name of the index you wish to create.
-        :arg body: The configuration for the index (`settings` and
-            `mappings`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation. Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "PUT", _make_path(index), params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def clone(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones an index.
-
-
-        :arg index: Name of the source index to clone.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_clone", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            index aliases used to limit the request. Wildcard expressions (*) are
-            supported.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _all value targets onlymissing
-            or closed indices. This behavior applies even if the request targets
-            other open indices. For example,a request targeting foo*,bar* returns an
-            error if an index starts with foo but no index starts with bar. Default
-            is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard expressions
-            can match. If the request can target data streams, this
-            argumentdetermines whether wildcard expressions match hidden data
-            streams. Supports comma-separated values,such as open,hidden. Valid
-            choices are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, requests that target a
-            missing index return an error. Default is false.
-        :arg include_defaults: If true, return all default settings in
-            the response. Default is false.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def open(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Opens an index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). By default,
-            you must explicitly name the indices you using to limit the request. To
-            limit a request using `_all`, `*`, or other wildcard expressions, change
-            the `action.destructive_requires_name` setting to false. You can update
-            this setting in the `opensearch.yml` file or using the cluster update
-            settings API.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_open"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def close(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Closes an index.
-
-
-        :arg index: Comma-separated list or wildcard expression of index
-            names used to limit the request.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_close"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index.
-
-
-        :arg index: Comma-separated list of indices to delete. You
-            cannot specify index aliases. By default, this parameter does not
-            support wildcards (`*`) or `_all`. To use wildcards or `_all`, set the
-            `action.destructive_requires_name` cluster setting to `false`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    def exists(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index exists.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases. Supports wildcards (`*`).
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index. Default is false.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "write_index_only",
-    )
-    def put_mapping(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index mappings.
-
-
-        :arg body: The mapping definition
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg write_index_only: If `true`, the mappings are applied only
-            to the current write index for the target. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        if index in SKIP_IN_PATH:
-            index = "_all"
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_mapping"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_mapping(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mappings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_mapping"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "pretty",
-        "source",
-    )
-    def get_field_mapping(
-        self,
-        fields: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns mapping for one or more fields.
-
-
-        :arg fields: Comma-separated list or wildcard expression of
-            fields used to limit returned information.
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if fields in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'fields'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path(index, "_mapping", "field", fields),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_alias(
-        self,
-        index: Any,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices to
-            add. Supports wildcards (`*`). Wildcard patterns that match both data
-            streams and indices return an error.
-        :arg name: Alias to update. If the alias doesn’t exist, the
-            request creates it. Index alias names support date math.
-        :arg body: The settings for the alias, such as `routing` or
-            `filter`
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_alias", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    def exists_alias(
-        self,
-        name: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular alias exists.
-
-
-        :arg name: Comma-separated list of aliases to check. Supports
-            wildcards (`*`).
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, requests that include a
-            missing data stream or index in the target indices or data streams
-            return an error.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "local",
-        "pretty",
-        "source",
-    )
-    def get_alias(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`). To target all data
-            streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list of aliases to retrieve. Supports
-            wildcards (`*`). To retrieve all aliases, omit this parameter or use `*`
-            or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def update_aliases(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates index aliases.
-
-
-        :arg body: The definition of `actions` to perform
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_aliases", params=params, headers=headers, body=body
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_alias(
-        self,
-        index: Any,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an alias.
-
-
-        :arg index: Comma-separated list of data streams or indices used
-            to limit the request. Supports wildcards (`*`).
-        :arg name: Comma-separated list of aliases to remove. Supports
-            wildcards (`*`). To remove all aliases, use `*` or `_all`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (index, name):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path(index, "_alias", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "order",
-        "pretty",
-        "source",
-    )
-    def put_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: The name of the template
-        :arg body: The template definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns an error.
-        :arg order: Order in which Opensearch applies this template if
-            indexmatches multiple templates.Templates with lower 'order' values are
-            merged first. Templates with higher'order' values are merged later,
-            overriding templates with lower values.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: The comma separated names of the index templates
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Comma-separated list of index template names used to
-            limit the request. Wildcard (`*`) expressions are supported. To return
-            all index templates, omit this parameter or use a value of `_all` or
-            `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: The name of the legacy index template to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "include_defaults",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_settings(
-        self,
-        index: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns settings for one or more indices.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg name: Comma-separated list or wildcard expression of
-            settings to retrieve.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with foo but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg include_defaults: If `true`, return all default settings in
-            the response. Default is false.
-        :arg local: If `true`, the request retrieves information from
-            the local node only. If`false`, information is retrieved from the master
-            node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_settings", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "preserve_existing",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_settings(
-        self,
-        body: Any,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the index settings.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, indexalias, or `_all` value targets only
-            missing or closed indices. Thisbehavior applies even if the request
-            targets other open indices. Forexample, a request targeting `foo*,bar*`
-            returns an error if an indexstarts with `foo` but no index starts with
-            `bar`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can targetdata streams, this argument determines
-            whether wildcard expressions matchhidden data streams. Supports comma-
-            separated values, such as`open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If `true`, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response isreceived before the timeout
-            expires, the request fails and returns anerror.
-        :arg preserve_existing: If `true`, existing index settings
-            remain unchanged. Default is false.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "forbid_closed_indices",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "include_unloaded_segments",
-        "level",
-        "pretty",
-        "source",
-    )
-    def stats(
-        self,
-        index: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in an index.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg metric: Limit the information returned the specific
-            metrics.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams, this argumentdetermines
-            whether wildcard expressions match hidden data streams. Supports comma-
-            separated values,such as `open,hidden`. Valid choices are all, open,
-            closed, hidden, none.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg forbid_closed_indices: If true, statistics are not
-            collected from closed indices. Default is True.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg include_unloaded_segments: If true, the response includes
-            information from segments that are not loaded into memory. Default is
-            false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_stats", metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def segments(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides low-level information about segments in a Lucene index.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the request returns a verbose response.
-            Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_segments"), params=params, headers=headers
-        )
-
-    @query_params(
-        "all_shards",
-        "allow_no_indices",
-        "analyze_wildcard",
-        "analyzer",
-        "default_operator",
-        "df",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "lenient",
-        "pretty",
-        "q",
-        "rewrite",
-        "source",
-    )
-    def validate_query(
-        self,
-        body: Any = None,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows a user to validate a potentially expensive query without executing it.
-
-
-        :arg body: The query definition specified with the Query DSL
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases to search. Supports wildcards (`*`). To search all data streams
-            or indices, omit this parameter or use `*` or `_all`.
-        :arg all_shards: If `true`, the validation is executed on all
-            shards instead of one random shard per index.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg analyze_wildcard: If `true`, wildcard and prefix queries
-            are analyzed. Default is false.
-        :arg analyzer: Analyzer to use for the query string.This
-            parameter can only be used when the `q` query string parameter is
-            specified.
-        :arg default_operator: The default operator for query string
-            query: `AND` or `OR`. Valid choices are and, or.
-        :arg df: Field to use as default where no field prefix is given
-            in the query string.This parameter can only be used when the `q` query
-            string parameter is specified.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg explain: If `true`, the response returns detailed
-            information if an error has occurred.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg lenient: If `true`, format-based query failures (such as
-            providing text to a numeric field) in the query string will be ignored.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg rewrite: If `true`, returns a more detailed explanation
-            showing the actual Lucene query that will be executed.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(index, "_validate", "query"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "fielddata",
-        "fields",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "query",
-        "request",
-        "source",
-    )
-    def clear_cache(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clears all or specific caches for one or more indices.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: If `false`, the request returns an error
-            if any wildcard expression, index alias, or `_all` value targets only
-            missing or closed indices.This behavior applies even if the request
-            targets other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg fielddata: If `true`, clears the fields cache.Use the
-            `fields` parameter to clear the cache of specific fields only.
-        :arg fields: Comma-separated list of field names used to limit
-            the `fielddata` parameter.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If `false`, the request returns an
-            error if it targets a missing or closed index.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg query: If `true`, clears the query cache.
-        :arg request: If `true`, clears the request cache.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_cache", "clear"), params=params, headers=headers
-        )
-
-    @query_params(
-        "active_only",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def recovery(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about ongoing index shard recoveries.
-
-
-        :arg index: Comma-separated list of data streams, indices, and
-            aliases used to limit the request. Supports wildcards (`*`). To target
-            all data streams and indices, omit this parameter or use `*` or `_all`.
-        :arg active_only: If `true`, the response only includes ongoing
-            shard recoveries. Default is false.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_recovery"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "only_ancient_segments",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg only_ancient_segments: If true, only ancient (an older
-            Lucene major release) segments will be upgraded.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-    )
-    def get_upgrade(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        The _upgrade API is no longer useful and will be removed.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_upgrade"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "pretty",
-        "source",
-        "status",
-    )
-    def shard_stores(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides store information for shard copies of indices.
-
-
-        :arg index: List of data streams, indices, and aliases used to
-            limit the request.
-        :arg allow_no_indices: If false, the request returns an error if
-            any wildcard expression, index alias, or _allvalue targets only missing
-            or closed indices. This behavior applies even if the requesttargets
-            other open indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match. If the request can target data streams,this argument determines
-            whether wildcard expressions match hidden data streams. Valid choices
-            are all, open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If true, missing or closed indices are
-            not included in the response.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg status: List of shard health statuses used to limit the
-            request.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path(index, "_shard_stores"), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "flush",
-        "human",
-        "ignore_unavailable",
-        "max_num_segments",
-        "only_expunge_deletes",
-        "pretty",
-        "primary_only",
-        "source",
-        "wait_for_completion",
-    )
-    def forcemerge(
-        self,
-        index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Performs the force merge operation on one or more indices.
-
-
-        :arg index: A comma-separated list of index names; use `_all` or
-            empty string to perform the operation on all indices
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flush: Specify whether the index should be flushed after
-            performing the operation. Default is True.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg max_num_segments: The number of larger segments into which
-            smaller segments are merged.Set this parameter to 1 to merge all
-            segments into one segment.The default behavior is to perform the merge
-            as necessary.
-        :arg only_expunge_deletes: Specify whether the operation should
-            only expunge deleted documents
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg primary_only: Specify whether the operation should only
-            perform on primary shards. Defaults to false. Default is false.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request wait until the
-            force merge is completed. Default is True.
-        """
-        return self.transport.perform_request(
-            "POST", _make_path(index, "_forcemerge"), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def shrink(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allow to shrink an existing index into a new index with fewer primary shards.
-
-
-        :arg index: Name of the source index to shrink.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_shrink", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "copy_settings",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "task_execution_timeout",
-        "timeout",
-        "wait_for_active_shards",
-        "wait_for_completion",
-    )
-    def split(
-        self,
-        index: Any,
-        target: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows you to split an existing index into a new index with more primary
-        shards.
-
-
-        :arg index: Name of the source index to split.
-        :arg target: Name of the target index to create.
-        :arg body: The configuration for the target index (`settings`
-            and `aliases`)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg copy_settings: whether or not to copy settings from the
-            source index. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg task_execution_timeout: Explicit task execution timeout,
-            only useful when wait_for_completion is false, defaults to 1h.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to `all` or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is True.
-        """
-        for param in (index, target):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path(index, "_split", target),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "dry_run",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_active_shards",
-    )
-    def rollover(
-        self,
-        alias: Any,
-        body: Any = None,
-        new_index: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates an alias to point to a new index when the existing index is considered
-        to be too large or too old.
-
-
-        :arg alias: Name of the data stream or index alias to roll over.
-        :arg body: The conditions that needs to be met for executing
-            rollover
-        :arg new_index: Name of the index to create. Supports date math.
-            Data streams do not support this parameter.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg dry_run: If `true`, checks whether the current index
-            satisfies the specified conditions but does not perform a rollover.
-            Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_active_shards: The number of shard copies that
-            must be active before proceeding with the operation.Set to all or any
-            positive integer up to the total number of shards in the index
-            (`number_of_replicas+1`). Valid choices are all, index-setting.
-        """
-        if alias in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'alias'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(alias, "_rollover", new_index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_data_stream(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a data stream.
-
-
-        :arg name: Name of the data stream, which must meet the
-            following criteria: Lowercase only; Cannot include `/`, `*`, `?`, `"`,
-            `<`, `>`, `|`, `,`, `#`, `:`, backslash, or a space character; Cannot
-            start with `-`, `_`, `+`, or `.ds-`; Cannot be `.` or `..`; Cannot be
-            longer than 255 bytes. Multi-byte characters count towards this limit
-            faster.
-        :arg body: The data stream definition
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_data_stream", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_data_stream(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a data stream.
-
-
-        :arg name: Comma-separated list of data streams to delete.
-            Wildcard (`*`) expressions are supported.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes an index template.
-
-
-        :arg name: Name of the index template to delete. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def exists_index_template(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about whether a particular index template exists.
-
-
-        :arg name: Name of the index template to check existence of.
-            Wildcard (*) expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: Return settings in flat format. Default is
-            false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "HEAD", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_index_template(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns an index template.
-
-
-        :arg name: Name of the index template to retrieve. Wildcard (*)
-            expressions are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: If true, the request retrieves information from the
-            local node only. Defaults to false, which means information is retrieved
-            from the master node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_index_template", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def put_index_template(
-        self,
-        name: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates an index template.
-
-
-        :arg name: Index or template name
-        :arg body: The template definition
-        :arg cause: User defined reason for creating/updating the index
-            template. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, this request cannot replace or update
-            existing index templates. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Operation timeout for
-            connection to master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (name, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_index_template", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def simulate_index_template(
-        self,
-        name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate matching the given index name against the index templates in the
-        system.
-
-
-        :arg name: Index or template name to simulate
-        :arg body: New index template definition, which will be included
-            in the simulation, as if it already exists in the system
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If `true`, the template passed in the body is only
-            used if no existingtemplates match the same index patterns. If `false`,
-            the simulation usesthe template with the highest priority. Note that the
-            template is notpermanently added or updated in either case; it is only
-            used for thesimulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is receivedbefore the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate_index", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_data_stream(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns data streams.
-
-
-        :arg name: Comma-separated list of data stream names used to
-            limit the request. Wildcard (`*`) expressions are supported. If omitted,
-            all data streams are returned.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_data_stream", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "cause",
-        "cluster_manager_timeout",
-        "create",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def simulate_template(
-        self,
-        body: Any = None,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Simulate resolving the given template name or body.
-
-
-        :arg name: Name of the index template to simulate. To test a
-            template configuration before you add it to the cluster, omit this
-            parameter and specify the template configuration in the request body.
-        :arg cause: User defined reason for dry-run creating the new
-            template for simulation purposes. Default is false.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg create: If true, the template passed in the body is only
-            used if no existing templates match the same index patterns. If false,
-            the simulation uses the template with the highest priority. Note that
-            the template is not permanently added or updated in either case; it is
-            only used for the simulation. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_index_template", "_simulate", name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace", "expand_wildcards", "filter_path", "human", "pretty", "source"
-    )
-    def resolve_index(
-        self,
-        name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about any matching indices, aliases, and data streams.
-
-
-        :arg name: Comma-separated name(s) or index pattern(s) of the
-            indices, aliases, and data streams to resolve. Resources on remote
-            clusters can be specified using the `<cluster>`:`<name>` syntax.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Type of index that wildcard patterns can
-            match.If the request can target data streams, this argument determines
-            whether wildcard expressions match hidden data streams.Supports comma-
-            separated values, such as `open,hidden`.Valid values are: `all`, `open`,
-            `closed`, `hidden`, `none`.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if name in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'name'.")
-
-        return self.transport.perform_request(
-            "GET", _make_path("_resolve", "index", name), params=params, headers=headers
-        )
-
-    @query_params(
-        "allow_no_indices",
-        "cluster_manager_timeout",
-        "error_trace",
-        "expand_wildcards",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def add_block(
-        self,
-        index: Any,
-        block: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds a block to an index.
-
-
-        :arg index: A comma separated list of indices to add a block to
-        :arg block: The block to add (one of read, write, read_only or
-            metadata)
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified)
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed)
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Specify timeout for connection
-            to master
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        for param in (index, block):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT", _make_path(index, "_block", block), params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def data_streams_stats(
-        self,
-        name: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides statistics on operations happening in a data stream.
-
-
-        :arg name: Comma-separated list of data streams used to limit
-            the request. Wildcard expressions (`*`) are supported. To target all
-            data streams in a cluster, omit this parameter or use `*`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_data_stream", name, "_stats"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
deleted file mode 100644
index 14495bff7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/ingest.py
+++ /dev/null
@@ -1,256 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IngestClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_pipeline(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a pipeline.
-
-
-        :arg id: Comma-separated list of pipeline IDs to retrieve.
-            Wildcard (`*`) expressions are supported. To get all ingest pipelines,
-            omit this parameter or use `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_ingest", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put_pipeline(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates a pipeline.
-
-
-        :arg id: ID of the ingest pipeline to create or update.
-        :arg body: The ingest definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_pipeline(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a pipeline.
-
-
-        :arg id: Pipeline ID or wildcard expression of pipeline IDs used
-            to limit the request. To delete all ingest pipelines in a cluster, use a
-            value of `*`.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_ingest", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "verbose")
-    def simulate(
-        self,
-        body: Any,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Allows to simulate a pipeline with example documents.
-
-
-        :arg body: The simulate definition
-        :arg id: Pipeline to test. If you don’t specify a `pipeline` in
-            the request body, this parameter is required.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If `true`, the response includes output data for
-            each processor in the executed pipeline. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_ingest", "pipeline", id, "_simulate"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def processor_grok(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of the built-in patterns.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_ingest/processor/grok", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
deleted file mode 100644
index 7eff84acf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/nodes.py
+++ /dev/null
@@ -1,294 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import NamespacedClient, _make_path, query_params
-
-
-class NodesClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def reload_secure_settings(
-        self,
-        body: Any = None,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reloads secure settings.
-
-
-        :arg body: An object containing the password for the opensearch
-            keystore
-        :arg node_id: The names of particular nodes in the cluster to
-            target.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_nodes", node_id, "reload_secure_settings"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "flat_settings",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def info(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limits the information returned to the specific
-            metrics. Supports a comma-separated list, such as http,ingest.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg flat_settings: If true, returns settings in flat format.
-            Default is false.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_nodes", node_id, metric), params=params, headers=headers
-        )
-
-    @query_params(
-        "completion_fields",
-        "error_trace",
-        "fielddata_fields",
-        "fields",
-        "filter_path",
-        "groups",
-        "human",
-        "include_segment_file_sizes",
-        "level",
-        "pretty",
-        "source",
-        "timeout",
-        "types",
-    )
-    def stats(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        index_metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns statistical information about nodes in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names used to
-            limit returned information.
-        :arg metric: Limit the information returned to the specified
-            metrics
-        :arg index_metric: Limit the information returned for indices
-            metric to the specific index metrics. It can be used only if indices (or
-            all) metric is specified.
-        :arg completion_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata and suggest statistics.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg fielddata_fields: Comma-separated list or wildcard
-            expressions of fields to include in fielddata statistics.
-        :arg fields: Comma-separated list or wildcard expressions of
-            fields to include in the statistics.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg groups: Comma-separated list of search groups to include in
-            the search statistics.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg include_segment_file_sizes: If true, the call reports the
-            aggregated disk usage of each one of the Lucene index files (only
-            applies if segment stats are requested). Default is false.
-        :arg level: Indicates whether statistics are aggregated at the
-            cluster, index, or shard level. Valid choices are cluster, indices,
-            shards.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg types: A comma-separated list of document types for the
-            indexing index metric.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "stats", metric, index_metric),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "doc_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_idle_threads",
-        "interval",
-        "pretty",
-        "snapshots",
-        "source",
-        "threads",
-        "timeout",
-    )
-    def hot_threads(
-        self,
-        node_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about hot threads on each node in the cluster.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg doc_type: The type to sample. Valid choices are cpu, wait,
-            block.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_idle_threads: Don't show threads that are in known-
-            idle places, such as waiting on a socket select or pulling from an empty
-            task queue. Default is True.
-        :arg interval: The interval for the second sampling of threads.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg snapshots: Number of samples of thread stacktrace. Default
-            is 10.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg threads: Specify the number of threads to provide
-            information for. Default is 3.
-        :arg timeout: Operation timeout.
-        """
-        # type is a reserved word so it cannot be used, use doc_type instead
-        if "doc_type" in params:
-            params["type"] = params.pop("doc_type")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "hot_threads"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def usage(
-        self,
-        node_id: Any = None,
-        metric: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns low-level information about REST actions usage on nodes.
-
-
-        :arg node_id: A comma-separated list of node IDs or names to
-            limit the returned information; use `_local` to return information from
-            the node you're connecting to, leave empty to get information from all
-            nodes
-        :arg metric: Limits the information returned to the specific
-            metrics. A comma-separated list of the following options: `_all`,
-            `rest_actions`.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_nodes", node_id, "usage", metric),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
deleted file mode 100644
index c7d070fcf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/plugins.py
+++ /dev/null
@@ -1,63 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import warnings
-from typing import Any
-
-from ..plugins.alerting import AlertingClient
-from ..plugins.index_management import IndexManagementClient
-from ..plugins.knn import KnnClient
-from ..plugins.notifications import NotificationsClient
-from ..plugins.rollups import RollupsClient
-from ..plugins.transforms import TransformsClient
-from .client import Client
-from .utils import NamespacedClient
-
-
-class PluginsClient(NamespacedClient):
-    alerting: Any
-    index_management: Any
-
-    def __init__(self, client: Client) -> None:
-        super(PluginsClient, self).__init__(client)
-        self.transforms = TransformsClient(client)
-        self.rollups = RollupsClient(client)
-        self.notifications = NotificationsClient(client)
-        self.knn = KnnClient(client)
-        # self.query_workbench = QueryWorkbenchClient(client)
-        # self.reporting = ReportingClient(client)
-        # self.notebooks = NotebooksClient(client)
-        self.alerting = AlertingClient(client)
-        # self.anomaly_detection = AnomalyDetectionClient(client)
-        # self.trace_analytics = TraceAnalyticsClient(client)
-        self.index_management = IndexManagementClient(client)
-
-        self._dynamic_lookup(client)
-
-    def _dynamic_lookup(self, client: Any) -> None:
-        # Issue : https://github.com/opensearch-project/opensearch-py/issues/90#issuecomment-1003396742
-
-        plugins = [
-            # "query_workbench",
-            # "reporting",
-            # "notebooks",
-            "alerting",
-            # "anomaly_detection",
-            # "trace_analytics",
-            "index_management",
-        ]
-        for plugin in plugins:
-            if not hasattr(client, plugin):
-                setattr(client, plugin, getattr(self, plugin))
-            else:
-                warnings.warn(
-                    f"Cannot load `{plugin}` directly to {self.client.__class__.__name__} as it already exists. Use `{self.client.__class__.__name__}.plugin.{plugin}` instead.",
-                    category=RuntimeWarning,
-                    stacklevel=2,
-                )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
deleted file mode 100644
index 7393e0ac6..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .utils import NamespacedClient, query_params
-
-
-class RemoteClient(NamespacedClient):
-    @query_params()
-    def info(self, params: Any = None, headers: Any = None) -> Any:
-        return self.transport.perform_request(
-            "GET", "/_remote/info", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
deleted file mode 100644
index 20e22eaea..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/remote_store.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, query_params
-
-
-class RemoteStoreClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def restore(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores from remote store.
-
-
-        :arg body: Comma-separated list of index IDs
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning. Default is false.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST", "/_remotestore/_restore", params=params, headers=headers, body=body
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
deleted file mode 100644
index bd764c3c7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/search_pipeline.py
+++ /dev/null
@@ -1,151 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SearchPipelineClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def get(
-        self,
-        id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves information about a specified search pipeline.
-
-
-        :arg id: Comma-separated list of search pipeline ids. Wildcards
-            supported.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_search", "pipeline", id), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified search pipeline.
-
-
-        :arg id: Pipeline ID.
-        :arg cluster_manager_timeout: operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        for param in (id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_search", "pipeline", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
deleted file mode 100644
index 4061f6dd0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/security.py
+++ /dev/null
@@ -1,2344 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SecurityClient(NamespacedClient):
-    from ._patch import health_check, update_audit_config  # type: ignore
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_account_details(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns account details for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/account", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def change_password(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Changes the password for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/account",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one action group.
-
-
-        :arg action_group: Action group to retrieve.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_action_groups(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all action groups.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_action_group(
-        self,
-        action_group: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a specified action group.
-
-
-        :arg action_group: Action group to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if action_group in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'action_group'."
-            )
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified action group.
-
-
-        :arg action_group: The name of the action group to create or
-            replace.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_action_group(
-        self,
-        action_group: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an action group.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (action_group, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "actiongroups", action_group),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_action_groups(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple action groups in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/actiongroups",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_users(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_user(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_user(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of an internal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "internalusers", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_users(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple internal users in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/internalusers",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_roles(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all roles.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/roles", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_role(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "roles", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_roles(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates, updates, or deletes multiple roles in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/roles",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_role_mappings(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all role mappings.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_role_mapping(
-        self,
-        role: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if role in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'role'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role_mapping(
-        self,
-        role: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates individual attributes of a role mapping.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (role, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "rolesmapping", role),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_role_mappings(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or updates multiple role mappings in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/rolesmapping",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves one tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenants(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves all tenants.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/tenants", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_tenant(
-        self,
-        tenant: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if tenant in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'tenant'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_tenant(
-        self,
-        tenant: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify a single tenant.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (tenant, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "tenants", tenant),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_tenants(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Add, delete, or modify multiple tenants in a single call.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/tenants",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the current Security plugin configuration in JSON format.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the existing configuration using the REST API. Only accessible
-        by admins and users with rest api access and only when put or patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/securityconfig/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update the existing configuration using the REST API.
-        Only accessible by admins and users with rest api access and only when put or
-        patch is enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/securityconfig",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    def get_distinguished_names(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/nodesdn", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the cluster security certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/ssl/certs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def reload_transport_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload Transport layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/transport/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def reload_http_certificates(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Reload HTTP layer communication certificates.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/ssl/http/reloadcerts",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def flush_cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Flushes the Security plugin user, authentication, and authorization cache.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "mode", "pretty", "source")
-    def health(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks to see if the Security plugin is up and running.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/health", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_audit_configuration(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/audit", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/audit/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_audit_configuration(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        A PATCH call is used to update specified fields in the audit configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/audit",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_distinguished_names(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Bulk update of distinguished names. Only accessible to super-admins and with
-        rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/nodesdn",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "auth_type",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def authinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authentication information.
-
-
-        :arg auth_type: The type of current authentication request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: Indicates whether a verbose response should be
-            returned.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/authinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def authtoken(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the authorization token.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", "/_plugins/_security/api/authtoken", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def cache(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Not supported for cache API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "PUT", "/_plugins/_security/api/cache", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def config_upgrade_check(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Check whether or not an upgrade can be performed and what resources can be
-        updated.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/_upgrade_check", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def config_upgrade_perform(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Helps cluster operator upgrade missing defaults and stale default definitions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/_upgrade_perform",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the allowlisted APIs. Accessible via Super Admin
-        certificate or REST API permission.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_update_tenancy_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the multi-tenancy configuration. Only accessible to admins
-        and users with REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_user_legacy(
-        self,
-        username: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates or replaces the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (username, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes all distinguished names in the specified cluster or node allow list.
-        Only accessible to super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete the specified user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_obo_token(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates On-Behalf-Of token for the current user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/api/generateonbehalfoftoken",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_user_token(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins", "_security", "api", "internalusers", username, "authtoken"
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def generate_user_token_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Generates authorization token for the given user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_security", "api", "user", username, "authtoken"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_allowlist(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/allowlist", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_dashboards_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/dashboardsinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_all", "source")
-    def get_distinguished_name(
-        self,
-        cluster_name: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves distinguished names. Only accessible to super-admins and with rest-
-        api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_permissions_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the evaluated REST API permissions for the currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/permissionsinfo",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "show_dn", "source")
-    def get_sslinfo(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the SSL configuration information.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg show_dn: The domain names from all certificates.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_opendistro/_security/sslinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_tenancy_config(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves multi-tenancy configuration. Only accessible to admins and users with
-        REST API permissions.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_security/api/tenancy/config",
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_user_legacy(
-        self,
-        username: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve one user. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if username in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'username'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_security", "api", "user", username),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_users_legacy(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieve all internal users. Legacy API.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/user", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def migrate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Migrates security configuration from v6 to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST", "/_plugins/_security/api/migrate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_allowlist(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current list of allowed API accessible to normal user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "PATCH",
-            "/_plugins/_security/api/allowlist",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def patch_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a distinguished cluster name for a specific cluster. Only accessible to
-        super-admins and with rest-api permissions when enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "PATCH",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def post_dashboards_info(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates the current security-dashboards plugin configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_security/dashboardsinfo",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def tenant_info(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Retrieves the tenant names if any exist. Only accesible to super admins or
-        kibanaserver user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/tenantinfo", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_distinguished_name(
-        self,
-        cluster_name: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Adds or updates the specified distinguished names in the cluster or node allow
-        list. Only accessible to super-admins and with rest-api permissions when
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if cluster_name in SKIP_IN_PATH:
-            raise ValueError(
-                "Empty value passed for a required argument 'cluster_name'."
-            )
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_security", "api", "nodesdn", cluster_name),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "accept_invalid", "error_trace", "filter_path", "human", "pretty", "source"
-    )
-    def validate(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Checks whether the v6 security configuration is valid and ready to be migrated
-        to v7.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/api/validate", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def who_am_i(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/whoami", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def who_am_i_protected(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Gets the user identity related information for currently logged in user. User
-        needs to have access to this endpoint when authorization at REST layer is
-        enabled.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_security/whoamiprotected", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
deleted file mode 100644
index 2f0cd1d71..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/snapshot.py
+++ /dev/null
@@ -1,611 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class SnapshotClient(NamespacedClient):
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def create(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a snapshot in a repository.
-
-
-        :arg repository: Repository for the snapshot.
-        :arg snapshot: Name of the snapshot. Must be unique in the
-            repository.
-        :arg body: The snapshot definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: If `true`, the request returns a
-            response when the snapshot is complete. If `false`, the request returns
-            a response when the snapshot initializes. Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def delete(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-        "verbose",
-    )
-    def get(
-        self,
-        repository: Any,
-        snapshot: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a snapshot.
-
-
-        :arg repository: Comma-separated list of snapshot repository
-            names used to limit the request. Wildcard (*) expressions are supported.
-        :arg snapshot: Comma-separated list of snapshot names to
-            retrieve. Also accepts wildcards (*). - To get information about all
-            snapshots in a registered repository, use a wildcard (*) or _all. - To
-            get information about any snapshots that are currently running, use
-            _current.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: If false, the request returns an error
-            for any snapshots that are unavailable. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node. If no response is received before the timeout
-            expires, the request fails and returns an error.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg verbose: If true, returns additional information about each
-            snapshot such as the version of Opensearch which took the snapshot, the
-            start and end times of the snapshot, and the number of shards
-            snapshotted.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def delete_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Deletes a repository.
-
-
-        :arg repository: Name of the snapshot repository to unregister.
-            Wildcard (`*`) patterns are supported.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "local",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def get_repository(
-        self,
-        repository: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a repository.
-
-
-        :arg repository: A comma-separated list of repository names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg local: Return local information, do not retrieve the state
-            from cluster-manager node. Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", _make_path("_snapshot", repository), params=params, headers=headers
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-        "verify",
-    )
-    def create_repository(
-        self,
-        repository: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Creates a repository.
-
-
-        :arg repository: A repository name
-        :arg body: The repository definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        :arg verify: Whether to verify the repository after creation
-        """
-        for param in (repository, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def restore(
-        self,
-        repository: Any,
-        snapshot: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Restores a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A snapshot name
-        :arg body: Details of what to restore
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should this request wait until the
-            operation has completed before returning Default is false.
-        """
-        for param in (repository, snapshot):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, snapshot, "_restore"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "ignore_unavailable",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def status(
-        self,
-        repository: Any = None,
-        snapshot: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about the status of a snapshot.
-
-
-        :arg repository: A repository name
-        :arg snapshot: A comma-separated list of snapshot names
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_unavailable: Whether to ignore unavailable
-            snapshots, defaults to false which means a SnapshotMissingException is
-            thrown Default is false.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_snapshot", repository, snapshot, "_status"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def verify_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Verifies a repository.
-
-
-        :arg repository: A repository name
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Explicit operation timeout
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_verify"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-        "timeout",
-    )
-    def cleanup_repository(
-        self,
-        repository: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Removes stale data from repository.
-
-
-        :arg repository: Snapshot repository to clean up.
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Period to wait for a connection
-            to the master node.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.
-        """
-        if repository in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'repository'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_snapshot", repository, "_cleanup"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "cluster_manager_timeout",
-        "error_trace",
-        "filter_path",
-        "human",
-        "master_timeout",
-        "pretty",
-        "source",
-    )
-    def clone(
-        self,
-        repository: Any,
-        snapshot: Any,
-        target_snapshot: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Clones indices from one snapshot into another snapshot in the same repository.
-
-
-        :arg repository: A repository name
-        :arg snapshot: The name of the snapshot to clone from
-        :arg target_snapshot: The name of the cloned snapshot to create
-        :arg body: The snapshot clone definition
-        :arg cluster_manager_timeout: Operation timeout for connection
-            to cluster-manager node.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg master_timeout (Deprecated: To promote inclusive language,
-            use 'cluster_manager_timeout' instead.): Explicit operation timeout for
-            connection to master node
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (repository, snapshot, target_snapshot, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_snapshot", repository, snapshot, "_clone", target_snapshot),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
deleted file mode 100644
index 037054324..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/tasks.py
+++ /dev/null
@@ -1,194 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-import warnings
-from typing import Any
-
-from .utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TasksClient(NamespacedClient):
-    @query_params(
-        "actions",
-        "detailed",
-        "error_trace",
-        "filter_path",
-        "group_by",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    def list(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a list of tasks.
-
-
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg detailed: If `true`, the response includes detailed
-            information about shard recoveries. Default is false.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg group_by: Key used to group tasks in the response. Valid
-            choices are nodes, parents, none.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg parent_task_id: Parent task ID used to limit returned
-            information. To return all tasks, omit this parameter or use a value of
-            `-1`.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response. If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the operation is complete. Default is false.
-        """
-        return self.transport.perform_request(
-            "GET", "/_tasks", params=params, headers=headers
-        )
-
-    @query_params(
-        "actions",
-        "error_trace",
-        "filter_path",
-        "human",
-        "nodes",
-        "parent_task_id",
-        "pretty",
-        "source",
-        "wait_for_completion",
-    )
-    def cancel(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Cancels a task, if it can be cancelled through an API.
-
-
-        :arg task_id: ID of the task.
-        :arg actions: Comma-separated list or wildcard expression of
-            actions used to limit the request.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg nodes: Comma-separated list of node IDs or names used to
-            limit the request.
-        :arg parent_task_id: Parent task ID used to limit the tasks.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg wait_for_completion: Should the request block until the
-            cancellation of the task and its descendant tasks is completed. Defaults
-            to false Default is false.
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_tasks", task_id, "_cancel"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-        "timeout",
-        "wait_for_completion",
-    )
-    def get(
-        self,
-        task_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns information about a task.
-
-
-        :arg task_id: ID of the task.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Period to wait for a response.If no response is
-            received before the timeout expires, the request fails and returns an
-            error.
-        :arg wait_for_completion: If `true`, the request blocks until
-            the task has completed. Default is false.
-        """
-        if task_id in SKIP_IN_PATH:
-            warnings.warn(
-                "Calling client.tasks.get() without a task_id is deprecated "
-                "and will be removed in v8.0. Use client.tasks.list() instead.",
-                category=DeprecationWarning,
-                stacklevel=3,
-            )
-
-        return self.transport.perform_request(
-            "GET", _make_path("_tasks", task_id), params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
deleted file mode 100644
index a38c30cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/client/utils.py
+++ /dev/null
@@ -1,226 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from __future__ import unicode_literals
-
-import base64
-import weakref
-from datetime import date, datetime
-from functools import wraps
-from typing import Any, Callable, Optional
-
-from opensearchpy.serializer import Serializer
-
-from ..compat import quote, string_types, to_bytes, to_str, unquote, urlparse
-
-# parts of URL to be omitted
-SKIP_IN_PATH: Any = (None, "", b"", [], ())
-
-
-def _normalize_hosts(hosts: Any) -> Any:
-    """
-    Helper function to transform hosts argument to
-    :class:`~opensearchpy.OpenSearch` to a list of dicts.
-    """
-    # if hosts are empty, just defer to defaults down the line
-    if hosts is None:
-        return [{}]
-
-    # passed in just one string
-    if isinstance(hosts, string_types):
-        hosts = [hosts]
-
-    out = []
-    # normalize hosts to dicts
-    for host in hosts:
-        if isinstance(host, string_types):
-            if "://" not in host:
-                host = "//%s" % host  # type: ignore
-
-            parsed_url = urlparse(host)
-            h = {"host": parsed_url.hostname}
-
-            if parsed_url.port:
-                h["port"] = parsed_url.port
-
-            if parsed_url.scheme == "https":
-                h["port"] = parsed_url.port or 443
-                h["use_ssl"] = True
-
-            if parsed_url.username or parsed_url.password:
-                h["http_auth"] = "%s:%s" % (
-                    unquote(parsed_url.username),
-                    unquote(parsed_url.password),
-                )
-
-            if parsed_url.path and parsed_url.path != "/":
-                h["url_prefix"] = parsed_url.path
-
-            out.append(h)
-        else:
-            out.append(host)
-    return out
-
-
-def _escape(value: Any) -> Any:
-    """
-    Escape a single value of a URL string or a query parameter. If it is a list
-    or tuple, turn it into a comma-separated string first.
-    """
-
-    # make sequences into comma-separated stings
-    if isinstance(value, (list, tuple)):
-        value = ",".join(value)
-
-    # dates and datetimes into isoformat
-    elif isinstance(value, (date, datetime)):
-        value = value.isoformat()
-
-    # make bools into true/false strings
-    elif isinstance(value, bool):
-        value = str(value).lower()
-
-    # don't decode bytestrings
-    elif isinstance(value, bytes):
-        return value
-
-    # encode strings to utf-8
-    if isinstance(value, string_types):
-        if isinstance(value, str):
-            return value.encode("utf-8")
-
-    return str(value)
-
-
-def _make_path(*parts: Any) -> str:
-    """
-    Create a URL string from parts, omit all `None` values and empty strings.
-    Convert lists and tuples to comma separated values.
-    """
-    # TODO: maybe only allow some parts to be lists/tuples ?
-    return "/" + "/".join(
-        # preserve ',' and '*' in url for nicer URLs in logs
-        quote(_escape(p), b",*")
-        for p in parts
-        if p not in SKIP_IN_PATH
-    )
-
-
-# parameters that apply to all methods
-GLOBAL_PARAMS = ("pretty", "human", "error_trace", "format", "filter_path")
-
-
-def query_params(*opensearch_query_params: Any) -> Callable:  # type: ignore
-    """
-    Decorator that pops all accepted parameters from method's kwargs and puts
-    them in the params argument.
-    """
-
-    def _wrapper(func: Any) -> Any:
-        @wraps(func)
-        def _wrapped(*args: Any, **kwargs: Any) -> Any:
-            params = (kwargs.pop("params", None) or {}).copy()
-            headers = {
-                k.lower(): v
-                for k, v in (kwargs.pop("headers", None) or {}).copy().items()
-            }
-
-            if "opaque_id" in kwargs:
-                headers["x-opaque-id"] = kwargs.pop("opaque_id")
-
-            http_auth = kwargs.pop("http_auth", None)
-            api_key = kwargs.pop("api_key", None)
-
-            if http_auth is not None and api_key is not None:
-                raise ValueError(
-                    "Only one of 'http_auth' and 'api_key' may be passed at a time"
-                )
-            elif http_auth is not None:
-                headers["authorization"] = "Basic %s" % (
-                    _base64_auth_header(http_auth),
-                )
-            elif api_key is not None:
-                headers["authorization"] = "ApiKey %s" % (_base64_auth_header(api_key),)
-
-            # don't escape ignore, request_timeout, or timeout
-            for p in ("ignore", "request_timeout", "timeout"):
-                if p in kwargs:
-                    params[p] = kwargs.pop(p)
-
-            for p in opensearch_query_params + GLOBAL_PARAMS:
-                if p in kwargs:
-                    v = kwargs.pop(p)
-                    if v is not None:
-                        params[p] = _escape(v)
-
-            return func(*args, params=params, headers=headers, **kwargs)
-
-        return _wrapped
-
-    return _wrapper
-
-
-def _bulk_body(serializer: Optional[Serializer], body: Any) -> Any:
-    # if not passed in a string, serialize items and join by newline
-    if not isinstance(body, string_types):
-        body = "\n".join(map(serializer.dumps, body))  # type: ignore
-
-    # bulk body must end with a newline
-    if isinstance(body, bytes):
-        if not body.endswith(b"\n"):
-            body += b"\n"
-    elif isinstance(body, string_types) and not body.endswith("\n"):  # type: ignore
-        body += "\n"  # type: ignore
-
-    return body
-
-
-def _base64_auth_header(auth_value: Any) -> str:
-    """Takes either a 2-tuple or a base64-encoded string
-    and returns a base64-encoded string to be used
-    as an HTTP authorization header.
-    """
-    if isinstance(auth_value, (list, tuple)):
-        auth_value = base64.b64encode(to_bytes(":".join(auth_value)))
-    return to_str(auth_value)
-
-
-class NamespacedClient(object):
-    def __init__(self, client: Any) -> None:
-        self.client = client
-
-    @property
-    def transport(self) -> Any:
-        return self.client.transport
-
-
-class AddonClient(NamespacedClient):
-    @classmethod
-    def infect_client(cls: Any, client: NamespacedClient) -> NamespacedClient:
-        addon = cls(weakref.proxy(client))
-        setattr(client, cls.namespace, addon)
-        return client
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
deleted file mode 100644
index 1bf6df943..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/compat.py
+++ /dev/null
@@ -1,79 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from collections.abc import Mapping
-from queue import Queue
-from typing import Tuple, Type, Union
-from urllib.parse import quote, quote_plus, unquote, urlencode, urlparse
-
-string_types = str, bytes
-map = map  # pylint: disable=invalid-name
-
-
-def to_str(x: Union[str, bytes], encoding: str = "ascii") -> str:
-    """
-    returns x as a string encoded in "encoding" if it is not already a string
-    :param x: the value to convert to a str
-    :param encoding: the encoding to convert to - see https://docs.python.org/3/library/codecs.html#standard-encodings
-    :return: an encoded str
-    """
-    if not isinstance(x, str):
-        return x.decode(encoding)
-    return x
-
-
-def to_bytes(x: Union[str, bytes], encoding: str = "ascii") -> bytes:
-    if not isinstance(x, bytes):
-        return x.encode(encoding)
-    return x
-
-
-try:
-    reraise_exceptions: Tuple[Type[BaseException], ...] = (RecursionError,)
-except NameError:
-    reraise_exceptions = ()
-
-try:
-    import asyncio
-
-    reraise_exceptions += (asyncio.CancelledError,)
-except (ImportError, AttributeError):
-    pass
-
-
-__all__ = [
-    "string_types",
-    "reraise_exceptions",
-    "quote_plus",
-    "quote",
-    "urlencode",
-    "unquote",
-    "urlparse",
-    "map",
-    "Queue",
-    "Mapping",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
deleted file mode 100644
index b86bd66e3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/__init__.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from .base import Connection
-from .http_requests import RequestsHttpConnection
-from .http_urllib3 import Urllib3HttpConnection, create_ssl_context
-
-__all__ = [
-    "Connection",
-    "RequestsHttpConnection",
-    "Urllib3HttpConnection",
-    "create_ssl_context",
-]
-
-try:
-    from .http_async import AsyncHttpConnection
-
-    __all__ += [
-        "AsyncHttpConnection",
-    ]
-except (ImportError, SyntaxError):
-    pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
deleted file mode 100644
index 60ca210bb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/async_connections.py
+++ /dev/null
@@ -1,117 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any
-
-from six import string_types
-
-import opensearchpy
-from opensearchpy._async.helpers.actions import aiter
-from opensearchpy.serializer import serializer
-
-
-class AsyncConnections(object):
-    _conns: Any
-
-    """
-    Class responsible for holding connections to different clusters. Used as a
-    singleton in this module.
-    """
-
-    def __init__(self) -> None:
-        self._kwargs: Any = {}
-        self._conns: Any = {}
-
-    async def configure(self, **kwargs: Any) -> None:
-        """
-        Configure multiple connections at once, useful for passing in config
-        dictionaries obtained from other sources, like Django's settings or a
-        configuration management tool.
-
-        Example::
-
-            async_connections.configure(
-                default={'hosts': 'localhost'},
-                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
-            )
-
-        Connections will only be constructed lazily when requested through
-        ``get_connection``.
-        """
-        async for k in aiter(list(self._conns)):
-            # try and preserve existing client to keep the persistent connections alive
-            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
-                continue
-            del self._conns[k]
-        self._kwargs = kwargs
-
-    async def add_connection(self, alias: str, conn: Any) -> None:
-        """
-        Add a connection object, it will be passed through as-is.
-        """
-        self._conns[alias] = conn
-
-    async def remove_connection(self, alias: str) -> None:
-        """
-        Remove connection from the registry. Raises ``KeyError`` if connection
-        wasn't found.
-        """
-        errors = 0
-        async for d in aiter((self._conns, self._kwargs)):
-            try:
-                del d[alias]
-            except KeyError:
-                errors += 1
-
-        if errors == 2:
-            raise KeyError("There is no connection with alias %r." % alias)
-
-    async def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
-        """
-        Construct an instance of ``opensearchpy.AsyncOpenSearch`` and register
-        it under given alias.
-        """
-        kwargs.setdefault("serializer", serializer)
-        conn = self._conns[alias] = opensearchpy.AsyncOpenSearch(**kwargs)
-        return conn
-
-    async def get_connection(self, alias: str = "default") -> Any:
-        """
-        Retrieve a connection, construct it if necessary (only configuration
-        was passed to us). If a non-string alias has been passed through we
-        assume it's already a client instance and will just return it as-is.
-
-        Raises ``KeyError`` if no client (or its definition) is registered
-        under the alias.
-        """
-        # do not check isinstance(AsyncOpenSearch) so that people can wrap their
-        # clients
-        if not isinstance(alias, string_types):
-            return alias
-
-        # connection already established
-        try:
-            return self._conns[alias]
-        except KeyError:
-            pass
-
-        # if not, try to create it
-        try:
-            return await self.create_connection(alias, **self._kwargs[alias])
-        except KeyError:
-            # no connection and no kwargs to set one up
-            raise KeyError("There is no connection with alias %r." % alias)
-
-
-async_connections = AsyncConnections()
-configure = async_connections.configure
-add_connection = async_connections.add_connection
-remove_connection = async_connections.remove_connection
-create_connection = async_connections.create_connection
-get_connection = async_connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
deleted file mode 100644
index 845598a62..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/base.py
+++ /dev/null
@@ -1,339 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import gzip
-import io
-import logging
-import os
-import re
-import warnings
-from platform import python_version
-from typing import Any, Collection, Dict, Mapping, Optional, Union
-
-try:
-    import simplejson as json
-except ImportError:
-    import json  # type: ignore
-
-from .._version import __versionstr__
-from ..exceptions import HTTP_EXCEPTIONS, OpenSearchWarning, TransportError
-
-logger = logging.getLogger("opensearch")
-
-# create the opensearchpy.trace logger, but only set propagate to False if the
-# logger hasn't already been configured
-TRACER_ALREADY_CONFIGURED = "opensearchpy.trace" in logging.Logger.manager.loggerDict
-tracer = logging.getLogger("opensearchpy.trace")
-if not TRACER_ALREADY_CONFIGURED:
-    tracer.propagate = False
-
-_WARNING_RE = re.compile(r"\"([^\"]*)\"")
-
-
-class Connection(object):
-    """
-    Class responsible for maintaining a connection to an OpenSearch node. It
-    holds persistent connection pool to it and its main interface
-    (`perform_request`) is thread-safe.
-
-    Also responsible for logging.
-
-    :arg host: hostname of the node (default: localhost)
-    :arg port: port to use (integer, default: 9200)
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg url_prefix: optional url prefix for opensearch
-    :arg timeout: default timeout in seconds (float, default: 10)
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        use_ssl: bool = False,
-        url_prefix: str = "",
-        timeout: int = 10,
-        headers: Optional[Dict[str, str]] = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        **kwargs: Any
-    ) -> None:
-        if port is None:
-            port = 9200
-
-        # Work-around if the implementing class doesn't
-        # define the headers property before calling super().__init__()
-        if not hasattr(self, "headers"):
-            self.headers = {}
-
-        headers = headers or {}
-        for key in headers:
-            self.headers[key.lower()] = headers[key]
-        if opaque_id:
-            self.headers["x-opaque-id"] = opaque_id
-
-        if os.getenv("ELASTIC_CLIENT_APIVERSIONING") == "1":
-            self.headers.setdefault(
-                "accept", "application/vnd.elasticsearch+json;compatible-with=7"
-            )
-
-        self.headers.setdefault("content-type", "application/json")
-        self.headers.setdefault("user-agent", self._get_default_user_agent())
-
-        if http_compress:
-            self.headers["accept-encoding"] = "gzip,deflate"
-
-        scheme = kwargs.get("scheme", "http")
-        if use_ssl or scheme == "https":
-            scheme = "https"
-            use_ssl = True
-        self.use_ssl = use_ssl
-        self.http_compress = http_compress or False
-
-        self.scheme = scheme
-        self.hostname = host
-        self.port = port
-        if ":" in host:  # IPv6
-            self.host = "%s://[%s]" % (scheme, host)
-        else:
-            self.host = "%s://%s" % (scheme, host)
-        if self.port is not None:
-            self.host += ":%s" % self.port
-        if url_prefix:
-            url_prefix = "/" + url_prefix.strip("/")
-        self.url_prefix = url_prefix
-        self.timeout = timeout
-
-    def __repr__(self) -> str:
-        return "<%s: %s>" % (self.__class__.__name__, self.host)
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, Connection):
-            raise TypeError("Unsupported equality check for %s and %s" % (self, other))
-        return self.__hash__() == other.__hash__()
-
-    def __lt__(self, other: object) -> bool:
-        if not isinstance(other, Connection):
-            raise TypeError("Unsupported lt check for %s and %s" % (self, other))
-        return self.__hash__() < other.__hash__()
-
-    def __hash__(self) -> int:
-        return id(self)
-
-    def _gzip_compress(self, body: Any) -> bytes:
-        buf = io.BytesIO()
-        with gzip.GzipFile(fileobj=buf, mode="wb") as f:
-            f.write(body)
-        return buf.getvalue()
-
-    def _raise_warnings(self, warning_headers: Any) -> None:
-        """If 'headers' contains a 'Warning' header raise
-        the warnings to be seen by the user. Takes an iterable
-        of string values from any number of 'Warning' headers.
-        """
-        if not warning_headers:
-            return
-
-        # Grab only the message from each header, the rest is discarded.
-        # Format is: '(number) OpenSearch-(version)-(instance) "(message)"'
-        warning_messages = []
-        for header in warning_headers:
-            # Because 'Requests' does its own folding of multiple HTTP headers
-            # into one header delimited by commas (totally standard compliant, just
-            # annoying for cases like this) we need to expect there may be
-            # more than one message per 'Warning' header.
-            matches = _WARNING_RE.findall(header)
-            if matches:
-                warning_messages.extend(matches)
-            else:
-                # Don't want to throw away any warnings, even if they
-                # don't follow the format we have now. Use the whole header.
-                warning_messages.append(header)
-
-        for message in warning_messages:
-            warnings.warn(message, category=OpenSearchWarning)
-
-    def _pretty_json(self, data: Union[str, bytes]) -> str:
-        # pretty JSON in tracer curl logs
-        try:
-            return json.dumps(
-                json.loads(data), sort_keys=True, indent=2, separators=(",", ": ")
-            ).replace("'", r"\u0027")
-        except (ValueError, TypeError):
-            # non-json data or a bulk request
-            return data  # type: ignore
-
-    def _log_request_response(
-        self, body: Optional[Union[str, bytes]], response: Optional[str]
-    ) -> None:
-        if logger.isEnabledFor(logging.DEBUG):
-            if body and isinstance(body, bytes):
-                body = body.decode("utf-8", "ignore")
-            logger.debug("> %s", body)
-            if response is not None:
-                logger.debug("< %s", response)
-
-    def _log_trace(
-        self,
-        method: str,
-        path: str,
-        body: Optional[Union[str, bytes]],
-        status_code: Optional[int],
-        response: Optional[str],
-        duration: Optional[float],
-    ) -> None:
-        if not tracer.isEnabledFor(logging.INFO) or not tracer.handlers:
-            return
-
-        # include pretty in trace curls
-        path = path.replace("?", "?pretty&", 1) if "?" in path else path + "?pretty"
-        if self.url_prefix:
-            path = path.replace(self.url_prefix, "", 1)
-        tracer.info(
-            "curl %s-X%s 'http://localhost:9200%s' -d '%s'",
-            "-H 'Content-Type: application/json' " if body else "",
-            method,
-            path,
-            self._pretty_json(body) if body else "",
-        )
-
-        if tracer.isEnabledFor(logging.DEBUG):
-            tracer.debug(
-                "#[%s] (%.3fs)\n#%s",
-                status_code,
-                duration,
-                self._pretty_json(response).replace("\n", "\n#") if response else "",
-            )
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        raise NotImplementedError()
-
-    def log_request_success(
-        self,
-        method: str,
-        full_url: str,
-        path: str,
-        body: Any,
-        status_code: int,
-        response: str,
-        duration: float,
-    ) -> None:
-        """Log a successful API call."""
-        #  TODO: optionally pass in params instead of full_url and do urlencode only when needed
-
-        logger.info(
-            "%s %s [status:%s request:%.3fs]", method, full_url, status_code, duration
-        )
-
-        self._log_request_response(body, response)
-        self._log_trace(method, path, body, status_code, response, duration)
-
-    def log_request_fail(
-        self,
-        method: str,
-        full_url: str,
-        path: str,
-        body: Any,
-        duration: float,
-        status_code: Optional[int] = None,
-        response: Optional[str] = None,
-        exception: Optional[Exception] = None,
-    ) -> None:
-        """Log an unsuccessful API call."""
-        # do not log 404s on HEAD requests
-        if method == "HEAD" and status_code == 404:
-            return
-        logger.warning(
-            "%s %s [status:%s request:%.3fs]",
-            method,
-            full_url,
-            status_code or "N/A",
-            duration,
-            exc_info=exception is not None,
-        )
-
-        self._log_request_response(body, response)
-        self._log_trace(method, path, body, status_code, response, duration)
-
-    def _raise_error(
-        self,
-        status_code: int,
-        raw_data: Union[str, bytes],
-        content_type: Optional[str] = None,
-    ) -> None:
-        """Locate appropriate exception and raise it."""
-        error_message = raw_data
-        additional_info = None
-        try:
-            content_type = (
-                "text/plain"
-                if content_type is None
-                else content_type.split(";")[0].strip()
-            )
-            if raw_data and content_type == "application/json":
-                additional_info = json.loads(raw_data)
-                error_message = additional_info.get("error", error_message)
-                if isinstance(error_message, dict) and "type" in error_message:
-                    error_message = error_message["type"]
-        except (ValueError, TypeError) as err:
-            logger.warning("Undecodable raw error response from server: %s", err)
-
-        raise HTTP_EXCEPTIONS.get(status_code, TransportError)(
-            status_code, error_message, additional_info
-        )
-
-    def _get_default_user_agent(self) -> str:
-        return "opensearch-py/%s (Python %s)" % (__versionstr__, python_version())
-
-    @staticmethod
-    def default_ca_certs() -> Union[str, None]:
-        """
-        Get the default CA certificate bundle, preferring those configured in
-        the standard OpenSSL environment variables before those provided by
-        certifi (if available)
-        """
-        ca_certs = os.environ.get("SSL_CERT_FILE") or os.environ.get("SSL_CERT_DIR")
-
-        if not ca_certs:
-            try:
-                import certifi
-
-                ca_certs = certifi.where()
-            except ImportError:
-                pass
-
-        return ca_certs
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
deleted file mode 100644
index 3f1edc4a1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/connections.py
+++ /dev/null
@@ -1,131 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from six import string_types
-
-import opensearchpy
-from opensearchpy.serializer import serializer
-
-
-class Connections(object):
-    """
-    Class responsible for holding connections to different clusters. Used as a
-    singleton in this module.
-    """
-
-    def __init__(self) -> None:
-        self._kwargs: Any = {}
-        self._conns: Any = {}
-
-    def configure(self, **kwargs: Any) -> None:
-        """
-        Configure multiple connections at once, useful for passing in config
-        dictionaries obtained from other sources, like Django's settings or a
-        configuration management tool.
-
-        Example::
-
-            connections.configure(
-                default={'hosts': 'localhost'},
-                dev={'hosts': ['opensearchdev1.example.com:9200'], 'sniff_on_start': True},
-            )
-
-        Connections will only be constructed lazily when requested through
-        ``get_connection``.
-        """
-        for k in list(self._conns):
-            # try and preserve existing client to keep the persistent connections alive
-            if k in self._kwargs and kwargs.get(k, None) == self._kwargs[k]:
-                continue
-            del self._conns[k]
-        self._kwargs = kwargs
-
-    def add_connection(self, alias: str, conn: Any) -> None:
-        """
-        Add a connection object, it will be passed through as-is.
-        """
-        self._conns[alias] = conn
-
-    def remove_connection(self, alias: str) -> None:
-        """
-        Remove connection from the registry. Raises ``KeyError`` if connection
-        wasn't found.
-        """
-        errors = 0
-        for d in (self._conns, self._kwargs):
-            try:
-                del d[alias]
-            except KeyError:
-                errors += 1
-
-        if errors == 2:
-            raise KeyError("There is no connection with alias %r." % alias)
-
-    def create_connection(self, alias: str = "default", **kwargs: Any) -> Any:
-        """
-        Construct an instance of ``opensearchpy.OpenSearch`` and register
-        it under given alias.
-        """
-        kwargs.setdefault("serializer", serializer)
-        conn = self._conns[alias] = opensearchpy.OpenSearch(**kwargs)
-        return conn
-
-    def get_connection(self, alias: str = "default") -> Any:
-        """
-        Retrieve a connection, construct it if necessary (only configuration
-        was passed to us). If a non-string alias has been passed through we
-        assume it's already a client instance and will just return it as-is.
-
-        Raises ``KeyError`` if no client (or its definition) is registered
-        under the alias.
-        """
-        # do not check isinstance(OpenSearch) so that people can wrap their
-        # clients
-        if not isinstance(alias, string_types):
-            return alias
-
-        # connection already established
-        try:
-            return self._conns[alias]
-        except KeyError:
-            pass
-
-        # if not, try to create it
-        try:
-            return self.create_connection(alias, **self._kwargs[alias])
-        except KeyError:
-            # no connection and no kwargs to set one up
-            raise KeyError("There is no connection with alias %r." % alias)
-
-
-connections = Connections()
-configure = connections.configure
-add_connection = connections.add_connection
-remove_connection = connections.remove_connection
-create_connection = connections.create_connection
-get_connection = connections.get_connection
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
deleted file mode 100644
index f5a4ec7c0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_async.py
+++ /dev/null
@@ -1,307 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-
-
-import asyncio
-import os
-import ssl
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-from .._async._extra_imports import aiohttp, aiohttp_exceptions  # type: ignore
-from .._async.compat import get_running_loop
-from .._async.http_aiohttp import AIOHttpConnection
-from ..compat import reraise_exceptions, string_types, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-class AsyncHttpConnection(AIOHttpConnection):
-    session: Optional[aiohttp.ClientSession]
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        maxsize: Optional[int] = 10,
-        headers: Optional[Mapping[str, str]] = None,
-        ssl_context: Any = None,
-        http_compress: Optional[bool] = None,
-        opaque_id: Optional[str] = None,
-        loop: Any = None,
-        **kwargs: Any
-    ) -> None:
-        self.headers = {}
-
-        super().__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = aiohttp.BasicAuth(login=http_auth[0], password=http_auth[1])
-            elif isinstance(http_auth, string_types):
-                login, password = http_auth.split(":", 1)  # type: ignore
-                http_auth = aiohttp.BasicAuth(login=login, password=password)
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        self.ssl_assert_fingerprint = ssl_assert_fingerprint
-        if self.use_ssl and ssl_context is None:
-            if ssl_version is None:
-                ssl_context = ssl.create_default_context()
-            else:
-                ssl_context = ssl.SSLContext(ssl_version)
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            if verify_certs:
-                ssl_context.verify_mode = ssl.CERT_REQUIRED
-                ssl_context.check_hostname = True
-            else:
-                ssl_context.check_hostname = False
-                ssl_context.verify_mode = ssl.CERT_NONE
-
-            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-                if os.path.isfile(ca_certs):
-                    ssl_context.load_verify_locations(cafile=ca_certs)
-                elif os.path.isdir(ca_certs):
-                    ssl_context.load_verify_locations(capath=ca_certs)
-                else:
-                    raise ImproperlyConfigured("ca_certs parameter is not a path")
-            else:
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-
-            # Use client_cert and client_key variables for SSL certificate configuration.
-            if client_cert and not os.path.isfile(client_cert):
-                raise ImproperlyConfigured("client_cert is not a path to a file")
-            if client_key and not os.path.isfile(client_key):
-                raise ImproperlyConfigured("client_key is not a path to a file")
-            if client_cert and client_key:
-                ssl_context.load_cert_chain(client_cert, client_key)
-            elif client_cert:
-                ssl_context.load_cert_chain(client_cert)
-
-        self.headers.setdefault("connection", "keep-alive")
-        self.loop = loop
-        self.session = None
-
-        # Parameters for creating an aiohttp.ClientSession later.
-        self._limit = maxsize
-        self._http_auth = http_auth
-        self._ssl_context = ssl_context
-
-    async def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.session is None:
-            await self._create_aiohttp_session()
-        assert self.session is not None
-        orig_body = body
-        url_path = self.url_prefix + url
-        if params:
-            query_string = urlencode(params)
-        else:
-            query_string = ""
-
-        # There is a bug in aiohttp that disables the re-use
-        # of the connection in the pool when method=HEAD.
-        # See: https://github.com/aio-libs/aiohttp/issues/1769
-        is_head = False
-        if method == "HEAD":
-            method = "GET"
-            is_head = True
-
-        # Top-tier tip-toeing happening here. Basically
-        # because Pip's old resolver is bad and wipes out
-        # strict pins in favor of non-strict pins of extras
-        # our [async] extra overrides aiohttp's pin of
-        # yarl. yarl released breaking changes, aiohttp pinned
-        # defensively afterwards, but our users don't get
-        # that nice pin that aiohttp set. :( So to play around
-        # this super-defensively we try to import yarl, if we can't
-        # then we pass a string into ClientSession.request() instead.
-        url = self.url_prefix + url
-        if query_string:
-            url = "%s?%s" % (url, query_string)
-        url = self.host + url
-
-        timeout = aiohttp.ClientTimeout(
-            total=timeout if timeout is not None else self.timeout
-        )
-
-        req_headers = self.headers.copy()
-        if headers:
-            req_headers.update(headers)
-
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            req_headers["content-encoding"] = "gzip"
-
-        auth = (
-            self._http_auth if isinstance(self._http_auth, aiohttp.BasicAuth) else None
-        )
-        if callable(self._http_auth):
-            req_headers = {
-                **req_headers,
-                **self._http_auth(method, url, query_string, body),
-            }
-
-        start = self.loop.time()
-        try:
-            async with self.session.request(
-                method,
-                url,
-                data=body,
-                auth=auth,
-                headers=req_headers,
-                timeout=timeout,
-                fingerprint=self.ssl_assert_fingerprint,
-            ) as response:
-                if is_head:  # We actually called 'GET' so throw away the data.
-                    await response.release()
-                    raw_data = ""
-                else:
-                    raw_data = await response.text()
-                duration = self.loop.time() - start
-
-        # We want to reraise a cancellation or recursion error.
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                str(url),
-                url_path,
-                orig_body,
-                self.loop.time() - start,
-                exception=e,
-            )
-            if isinstance(e, aiohttp_exceptions.ServerFingerprintMismatch):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(
-                e, (asyncio.TimeoutError, aiohttp_exceptions.ServerTimeoutError)
-            ):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.getall("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method,
-                str(url),
-                url_path,
-                orig_body,
-                duration,
-                status_code=response.status,
-                response=raw_data,
-            )
-            self._raise_error(response.status, raw_data)
-
-        self.log_request_success(
-            method, str(url), url_path, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    async def close(self) -> Any:
-        """
-        Explicitly closes connection
-        """
-        if self.session:
-            await self.session.close()
-            self.session = None
-
-    async def _create_aiohttp_session(self) -> Any:
-        """Creates an aiohttp.ClientSession(). This is delayed until
-        the first call to perform_request() so that AsyncTransport has
-        a chance to set AIOHttpConnection.loop
-        """
-        if self.loop is None:
-            self.loop = get_running_loop()
-        self.session = aiohttp.ClientSession(
-            headers=self.headers,
-            skip_auto_headers=("accept", "accept-encoding"),
-            auto_decompress=True,
-            loop=self.loop,
-            cookie_jar=aiohttp.DummyCookieJar(),
-            response_class=OpenSearchClientResponse,
-            connector=aiohttp.TCPConnector(
-                limit=self._limit, use_dns_cache=True, ssl=self._ssl_context
-            ),
-        )
-
-
-class OpenSearchClientResponse(aiohttp.ClientResponse):  # type: ignore
-    async def text(self, encoding: Any = None, errors: str = "strict") -> Any:
-        if self._body is None:
-            await self.read()
-
-        return self._body.decode("utf-8", "surrogatepass")  # type: ignore
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
deleted file mode 100644
index 2c1737252..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_requests.py
+++ /dev/null
@@ -1,267 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import time
-import warnings
-from typing import Any, Collection, Mapping, Optional, Union
-
-try:
-    import requests
-
-    REQUESTS_AVAILABLE = True
-except ImportError:
-    REQUESTS_AVAILABLE = False
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from ..compat import reraise_exceptions, string_types, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from .base import Connection
-
-
-class RequestsHttpConnection(Connection):
-    """
-    Connection using the `requests` library.
-
-    :arg http_auth: optional http auth information as either ':' separated
-        string or a tuple. Any value will be passed into requests as `auth`.
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg verify_certs: whether to verify SSL certificates
-    :arg ssl_show_warn: show warning when verify certs is disabled
-    :arg ca_certs: optional path to CA bundle. Defaults to configured OpenSSL
-        bundles from environment variables and then certifi before falling
-        back to the standard requests bundle to improve consistency with
-        other Connection implementations
-    :arg client_cert: path to the file containing the private key and the
-        certificate, or cert only if using client_key
-    :arg client_key: path to the file containing the private key if using
-        separate cert and key files (client_cert will contain only the cert)
-    :arg headers: any custom http headers to be add to requests
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    :arg pool_maxsize: Maximum connection pool size used by pool-manager
-        For custom connection-pooling on current session
-    :arg metrics: metrics is an instance of a subclass of the
-        :class:`~opensearchpy.Metrics` class, used for collecting
-        and reporting metrics related to the client's operations;
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: bool = True,
-        ssl_show_warn: bool = True,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        headers: Any = None,
-        http_compress: Any = None,
-        opaque_id: Any = None,
-        pool_maxsize: Any = None,
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        self.metrics = metrics
-        if not REQUESTS_AVAILABLE:
-            raise ImproperlyConfigured(
-                "Please install requests to use RequestsHttpConnection."
-            )
-
-        # Initialize Session so .headers works before calling super().__init__().
-        self.session = requests.Session()
-        for key in list(self.session.headers):
-            self.session.headers.pop(key)
-
-        # Mount http-adapter with custom connection-pool size. Default=10
-        if pool_maxsize and isinstance(pool_maxsize, int):
-            pool_adapter = requests.adapters.HTTPAdapter(pool_maxsize=pool_maxsize)
-            self.session.mount("http://", pool_adapter)
-            self.session.mount("https://", pool_adapter)
-
-        super(RequestsHttpConnection, self).__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        if not self.http_compress:
-            # Need to set this to 'None' otherwise Requests adds its own.
-            self.session.headers["accept-encoding"] = None  # type: ignore
-
-        if http_auth is not None:
-            if isinstance(http_auth, (tuple, list)):
-                http_auth = tuple(http_auth)
-            elif isinstance(http_auth, string_types):
-                http_auth = tuple(http_auth.split(":", 1))  # type: ignore
-            self.session.auth = http_auth
-
-        self.base_url = "%s%s" % (
-            self.host,
-            self.url_prefix,
-        )
-        self.session.verify = verify_certs
-        if not client_key:
-            self.session.cert = client_cert
-        elif client_cert:
-            # cert is a tuple of (certfile, keyfile)
-            self.session.cert = (client_cert, client_key)
-        if ca_certs:
-            if not verify_certs:
-                raise ImproperlyConfigured(
-                    "You cannot pass CA certificates when verify SSL is off."
-                )
-            self.session.verify = ca_certs
-        elif verify_certs:
-            ca_certs = self.default_ca_certs()
-            if ca_certs:
-                self.session.verify = ca_certs
-
-        if not ssl_show_warn:
-            requests.packages.urllib3.disable_warnings()  # type: ignore
-
-        if self.use_ssl and not verify_certs and ssl_show_warn:
-            warnings.warn(
-                "Connecting to %s using SSL with verify_certs=False is insecure."
-                % self.host
-            )
-
-    def perform_request(  # type: ignore
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        allow_redirects: Optional[bool] = True,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        url = self.base_url + url
-        headers = headers or {}
-        if params:
-            url = "%s?%s" % (url, urlencode(params or {}))
-
-        orig_body = body
-        if self.http_compress and body:
-            body = self._gzip_compress(body)
-            headers["content-encoding"] = "gzip"  # type: ignore
-
-        start = time.time()
-        request = requests.Request(method=method, headers=headers, url=url, data=body)
-        prepared_request = self.session.prepare_request(request)
-        settings = self.session.merge_environment_settings(
-            prepared_request.url, {}, None, None, None
-        )
-        send_kwargs: Any = {
-            "timeout": timeout or self.timeout,
-            "allow_redirects": allow_redirects,
-        }
-        send_kwargs.update(settings)
-        try:
-            self.metrics.request_start()
-            response = self.session.send(prepared_request, **send_kwargs)
-            duration = time.time() - start
-            raw_data = response.content.decode("utf-8", "surrogatepass")
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method,
-                url,
-                prepared_request.path_url,
-                orig_body,
-                time.time() - start,
-                exception=e,
-            )
-            if isinstance(e, requests.exceptions.SSLError):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(e, requests.Timeout):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-        finally:
-            self.metrics.request_end()
-
-        # raise warnings if any from the 'Warnings' header.
-        warnings_headers = (
-            (response.headers["warning"],) if "warning" in response.headers else ()
-        )
-        self._raise_warnings(warnings_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if (
-            not (200 <= response.status_code < 300)
-            and response.status_code not in ignore
-        ):
-            self.log_request_fail(
-                method,
-                url,
-                response.request.path_url,
-                orig_body,
-                duration,
-                response.status_code,
-                raw_data,
-            )
-            self._raise_error(
-                response.status_code,
-                raw_data,
-                response.headers.get("Content-Type"),
-            )
-
-        self.log_request_success(
-            method,
-            url,
-            response.request.path_url,
-            orig_body,
-            response.status_code,
-            raw_data,
-            duration,
-        )
-
-        return response.status_code, response.headers, raw_data
-
-    @property
-    def headers(self) -> Any:  # type: ignore
-        return self.session.headers
-
-    def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        self.session.close()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
deleted file mode 100644
index e3b60cf3f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/http_urllib3.py
+++ /dev/null
@@ -1,329 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import ssl
-import time
-import warnings
-from typing import Any, Callable, Collection, Mapping, Optional, Union
-
-import urllib3
-from urllib3.exceptions import ReadTimeoutError
-from urllib3.exceptions import SSLError as UrllibSSLError
-from urllib3.util.retry import Retry
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from ..compat import reraise_exceptions, urlencode
-from ..exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    ImproperlyConfigured,
-    SSLError,
-)
-from .base import Connection
-
-# sentinel value for `verify_certs` and `ssl_show_warn`.
-# This is used to detect if a user is passing in a value
-# for SSL kwargs if also using an SSLContext.
-VERIFY_CERTS_DEFAULT = object()
-SSL_SHOW_WARN_DEFAULT = object()
-
-
-def create_ssl_context(**kwargs: Any) -> Any:
-    """
-    A helper function around creating an SSL context
-
-    https://docs.python.org/3/library/ssl.html#context-creation
-
-    Accepts kwargs in the same manner as `create_default_context`.
-    """
-    ctx = ssl.create_default_context(**kwargs)
-    return ctx
-
-
-class Urllib3HttpConnection(Connection):
-    """
-    Default connection class using the `urllib3` library and the http protocol.
-
-    :arg host: hostname of the node (default: localhost)
-    :arg port: port to use (integer, default: 9200)
-    :arg url_prefix: optional url prefix for opensearch
-    :arg timeout: default timeout in seconds (float, default: 10)
-    :arg http_auth: optional http auth information as either ':' separated
-        string or a tuple
-    :arg use_ssl: use ssl for the connection if `True`
-    :arg verify_certs: whether to verify SSL certificates
-    :arg ssl_show_warn: show warning when verify certs is disabled
-    :arg ca_certs: optional path to CA bundle.
-        See https://urllib3.readthedocs.io/en/latest/security.html#using-certifi-with-urllib3
-        for instructions how to get default set
-    :arg client_cert: path to the file containing the private key and the
-        certificate, or cert only if using client_key
-    :arg client_key: path to the file containing the private key if using
-        separate cert and key files (client_cert will contain only the cert)
-    :arg ssl_version: version of the SSL protocol to use. Choices are:
-        SSLv23 (default) SSLv2 SSLv3 TLSv1 (see ``PROTOCOL_*`` constants in the
-        ``ssl`` module for exact options for your environment).
-    :arg ssl_assert_hostname: use hostname verification if not `False`
-    :arg ssl_assert_fingerprint: verify the supplied certificate fingerprint if not `None`
-    :arg pool_maxsize: the number of connections which will be kept open to this
-        host. See https://urllib3.readthedocs.io/en/1.4/pools.html#api for more
-        information.
-    :arg headers: any custom http headers to be add to requests
-    :arg http_compress: Use gzip compression
-    :arg opaque_id: Send this value in the 'X-Opaque-Id' HTTP header
-        For tracing all requests made by this transport.
-    :arg metrics: metrics is an instance of a subclass of the
-        :class:`~opensearchpy.Metrics` class, used for collecting
-        and reporting metrics related to the client's operations;
-    """
-
-    def __init__(
-        self,
-        host: str = "localhost",
-        port: Optional[int] = None,
-        http_auth: Any = None,
-        use_ssl: bool = False,
-        verify_certs: Any = VERIFY_CERTS_DEFAULT,
-        ssl_show_warn: Any = SSL_SHOW_WARN_DEFAULT,
-        ca_certs: Any = None,
-        client_cert: Any = None,
-        client_key: Any = None,
-        ssl_version: Any = None,
-        ssl_assert_hostname: Any = None,
-        ssl_assert_fingerprint: Any = None,
-        pool_maxsize: Any = None,
-        headers: Any = None,
-        ssl_context: Any = None,
-        http_compress: Any = None,
-        opaque_id: Any = None,
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        self.metrics = metrics
-        # Initialize headers before calling super().__init__().
-        self.headers = urllib3.make_headers(keep_alive=True)
-
-        super(Urllib3HttpConnection, self).__init__(
-            host=host,
-            port=port,
-            use_ssl=use_ssl,
-            headers=headers,
-            http_compress=http_compress,
-            opaque_id=opaque_id,
-            **kwargs
-        )
-
-        self.http_auth = http_auth
-        if self.http_auth is not None:
-            if isinstance(self.http_auth, Callable):  # type: ignore
-                pass
-            elif isinstance(self.http_auth, (tuple, list)):
-                self.headers.update(
-                    urllib3.make_headers(basic_auth=":".join(http_auth))
-                )
-            else:
-                self.headers.update(urllib3.make_headers(basic_auth=http_auth))
-
-        pool_class: Any = urllib3.HTTPConnectionPool
-        kw = {}
-
-        # if providing an SSL context, raise error if any other SSL related flag is used
-        if ssl_context and (
-            (verify_certs is not VERIFY_CERTS_DEFAULT)
-            or (ssl_show_warn is not SSL_SHOW_WARN_DEFAULT)
-            or ca_certs
-            or client_cert
-            or client_key
-            or ssl_version
-        ):
-            warnings.warn(
-                "When using `ssl_context`, all other SSL related kwargs are ignored"
-            )
-
-        # if ssl_context provided use SSL by default
-        if ssl_context and self.use_ssl:
-            pool_class = urllib3.HTTPSConnectionPool
-            kw.update(
-                {
-                    "assert_fingerprint": ssl_assert_fingerprint,
-                    "ssl_context": ssl_context,
-                }
-            )
-
-        elif self.use_ssl:
-            pool_class = urllib3.HTTPSConnectionPool
-            kw.update(
-                {
-                    "ssl_version": ssl_version,
-                    "assert_hostname": ssl_assert_hostname,
-                    "assert_fingerprint": ssl_assert_fingerprint,
-                }
-            )
-
-            # Convert all sentinel values to their actual default
-            # values if not using an SSLContext.
-            if verify_certs is VERIFY_CERTS_DEFAULT:
-                verify_certs = True
-            if ssl_show_warn is SSL_SHOW_WARN_DEFAULT:
-                ssl_show_warn = True
-
-            ca_certs = self.default_ca_certs() if ca_certs is None else ca_certs
-            if verify_certs:
-                if not ca_certs:
-                    raise ImproperlyConfigured(
-                        "Root certificates are missing for certificate "
-                        "validation. Either pass them in using the ca_certs parameter or "
-                        "install certifi to use it automatically."
-                    )
-
-                kw.update(
-                    {
-                        "cert_reqs": "CERT_REQUIRED",
-                        "ca_certs": ca_certs,
-                        "cert_file": client_cert,
-                        "key_file": client_key,
-                    }
-                )
-            else:
-                kw["cert_reqs"] = "CERT_NONE"
-                if ssl_show_warn:
-                    warnings.warn(
-                        "Connecting to %s using SSL with verify_certs=False is insecure."
-                        % self.host
-                    )
-                if not ssl_show_warn:
-                    urllib3.disable_warnings()
-
-        if pool_maxsize and isinstance(pool_maxsize, int):
-            kw["maxsize"] = pool_maxsize
-
-        self._urllib3_pool_factory = lambda: pool_class(
-            self.hostname, port=self.port, timeout=self.timeout, **kw
-        )
-        self._create_urllib3_pool()
-
-    def _create_urllib3_pool(self) -> None:
-        self.pool = self._urllib3_pool_factory()  # type: ignore
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Optional[bytes] = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        if self.pool is None:
-            self._create_urllib3_pool()
-        assert self.pool is not None
-
-        url = self.url_prefix + url
-        if params:
-            url = "%s?%s" % (url, urlencode(params))
-
-        full_url = self.host + url
-
-        start = time.time()
-        orig_body = body
-        try:
-            kw = {}
-            if timeout:
-                kw["timeout"] = timeout
-
-            # in python2 we need to make sure the url and method are not
-            # unicode. Otherwise the body will be decoded into unicode too and
-            # that will fail (#133, #201).
-            if not isinstance(url, str):
-                url = url.encode("utf-8")
-            if not isinstance(method, str):
-                method = method.encode("utf-8")
-
-            request_headers = self.headers.copy()
-            request_headers.update(headers or ())
-
-            if self.http_compress and body:
-                body = self._gzip_compress(body)
-                request_headers["content-encoding"] = "gzip"
-
-            if self.http_auth is not None:
-                if isinstance(self.http_auth, Callable):  # type: ignore
-                    request_headers.update(self.http_auth(method, full_url, body))
-
-            self.metrics.request_start()
-
-            response = self.pool.urlopen(
-                method, url, body, retries=Retry(False), headers=request_headers, **kw
-            )
-            duration = time.time() - start
-            raw_data = response.data.decode("utf-8", "surrogatepass")
-        except reraise_exceptions:
-            raise
-        except Exception as e:
-            self.log_request_fail(
-                method, full_url, url, orig_body, time.time() - start, exception=e
-            )
-            if isinstance(e, UrllibSSLError):
-                raise SSLError("N/A", str(e), e)
-            if isinstance(e, ReadTimeoutError):
-                raise ConnectionTimeout("TIMEOUT", str(e), e)
-            raise ConnectionError("N/A", str(e), e)
-        finally:
-            self.metrics.request_end()
-
-        # raise warnings if any from the 'Warnings' header.
-        warning_headers = response.headers.get_all("warning", ())
-        self._raise_warnings(warning_headers)
-
-        # raise errors based on http status codes, let the client handle those if needed
-        if not (200 <= response.status < 300) and response.status not in ignore:
-            self.log_request_fail(
-                method, full_url, url, orig_body, duration, response.status, raw_data
-            )
-            self._raise_error(
-                response.status,
-                raw_data,
-                self.get_response_headers(response).get("content-type"),
-            )
-
-        self.log_request_success(
-            method, full_url, url, orig_body, response.status, raw_data, duration
-        )
-
-        return response.status, response.headers, raw_data
-
-    def get_response_headers(self, response: Any) -> Any:
-        return {header.lower(): value for header, value in response.headers.items()}
-
-    def close(self) -> None:
-        """
-        Explicitly closes connection
-        """
-        if self.pool:
-            self.pool.close()
-            self.pool = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
deleted file mode 100644
index a7a61f4b3..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection/pooling.py
+++ /dev/null
@@ -1,68 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any
-
-from .base import Connection
-
-try:
-    import queue
-except ImportError:
-    import Queue as queue  # type: ignore
-
-
-class PoolingConnection(Connection):
-    _free_connections: queue.Queue[Connection]
-
-    """
-    Base connection class for connections that use libraries without thread
-    safety and no capacity for connection pooling. To use this just implement a
-    ``_make_connection`` method that constructs a new connection and returns
-    it.
-    """
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        self._free_connections = queue.Queue()
-        super(PoolingConnection, self).__init__(*args, **kwargs)
-
-    def _make_connection(self) -> Connection:
-        raise NotImplementedError
-
-    def _get_connection(self) -> Connection:
-        try:
-            return self._free_connections.get_nowait()
-        except queue.Empty:
-            return self._make_connection()
-
-    def _release_connection(self, con: Connection) -> None:
-        self._free_connections.put(con)
-
-    def close(self) -> None:
-        """
-        Explicitly close connection
-        """
-        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
deleted file mode 100644
index d796aa13a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/connection_pool.py
+++ /dev/null
@@ -1,335 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import logging
-import random
-import threading
-import time
-from queue import Empty, PriorityQueue
-from typing import Any, Dict, Optional, Sequence, Tuple, Type
-
-from .connection import Connection
-from .exceptions import ImproperlyConfigured
-
-logger: logging.Logger = logging.getLogger("opensearch")
-
-
-class ConnectionSelector(object):
-    """
-    Simple class used to select a connection from a list of currently live
-    connection instances. In init time it is passed a dictionary containing all
-    the connections' options which it can then use during the selection
-    process. When the `select` method is called it is given a list of
-    *currently* live connections to choose from.
-
-    The options dictionary is the one that has been passed to
-    :class:`~opensearchpy.Transport` as `hosts` param and the same that is
-    used to construct the Connection object itself. When the Connection was
-    created from information retrieved from the cluster via the sniffing
-    process it will be the dictionary returned by the `host_info_callback`.
-
-    Example of where this would be useful is a zone-aware selector that would
-    only select connections from its own zones and only fall back to other
-    connections where there would be none in its zones.
-    """
-
-    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
-        """
-        :arg opts: dictionary of connection instances and their options
-        """
-        self.connection_opts = opts
-
-    def select(self, connections: Sequence[Connection]) -> None:
-        """
-        Select a connection from the given list.
-
-        :arg connections: list of live connections to choose from
-        """
-        pass
-
-
-class RandomSelector(ConnectionSelector):
-    """
-    Select a connection at random
-    """
-
-    def select(self, connections: Sequence[Connection]) -> Any:
-        return random.choice(connections)
-
-
-class RoundRobinSelector(ConnectionSelector):
-    """
-    Selector using round-robin.
-    """
-
-    def __init__(self, opts: Sequence[Tuple[Connection, Any]]) -> None:
-        super(RoundRobinSelector, self).__init__(opts)
-        self.data = threading.local()
-
-    def select(self, connections: Sequence[Connection]) -> Any:
-        self.data.rr = getattr(self.data, "rr", -1) + 1
-        self.data.rr %= len(connections)
-        return connections[self.data.rr]
-
-
-class ConnectionPool(object):
-    """
-    Container holding the :class:`~opensearchpy.Connection` instances,
-    managing the selection process (via a
-    :class:`~opensearchpy.ConnectionSelector`) and dead connections.
-
-    It's only interactions are with the :class:`~opensearchpy.Transport` class
-    that drives all the actions within `ConnectionPool`.
-
-    Initially connections are stored on the class as a list and, along with the
-    connection options, get passed to the `ConnectionSelector` instance for
-    future reference.
-
-    Upon each request the `Transport` will ask for a `Connection` via the
-    `get_connection` method. If the connection fails (its `perform_request`
-    raises a `ConnectionError`) it will be marked as dead (via `mark_dead`) and
-    put on a timeout (if it fails N times in a row the timeout is exponentially
-    longer - the formula is `default_timeout * 2 ** (fail_count - 1)`). When
-    the timeout is over the connection will be resurrected and returned to the
-    live pool. A connection that has been previously marked as dead and
-    succeeds will be marked as live (its fail count will be deleted).
-    """
-
-    connections_opts: Sequence[Tuple[Connection, Any]]
-    connections: Any
-    orig_connections: Tuple[Connection, ...]
-    dead: Any
-    dead_count: Dict[Any, int]
-    dead_timeout: float
-    timeout_cutoff: int
-    selector: Any
-
-    def __init__(
-        self,
-        connections: Any,
-        dead_timeout: float = 60,
-        timeout_cutoff: int = 5,
-        selector_class: Type[ConnectionSelector] = RoundRobinSelector,
-        randomize_hosts: bool = True,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg connections: list of tuples containing the
-            :class:`~opensearchpy.Connection` instance and its options
-        :arg dead_timeout: number of seconds a connection should be retired for
-            after a failure, increases on consecutive failures
-        :arg timeout_cutoff: number of consecutive failures after which the
-            timeout doesn't increase
-        :arg selector_class: :class:`~opensearchpy.ConnectionSelector`
-            subclass to use if more than one connection is live
-        :arg randomize_hosts: shuffle the list of connections upon arrival to
-            avoid dog piling effect across processes
-        """
-        if not connections:
-            raise ImproperlyConfigured(
-                "No defined connections, you need to " "specify at least one host."
-            )
-        self.connection_opts = connections
-        self.connections = [c for (c, opts) in connections]
-        # remember original connection list for resurrect(force=True)
-        self.orig_connections = tuple(self.connections)
-        # PriorityQueue for thread safety and ease of timeout management
-        self.dead = PriorityQueue(len(self.connections))
-        self.dead_count = {}
-
-        if randomize_hosts:
-            # randomize the connection list to avoid all clients hitting same node
-            # after startup/restart
-            random.shuffle(self.connections)
-
-        # default timeout after which to try resurrecting a connection
-        self.dead_timeout = dead_timeout
-        self.timeout_cutoff = timeout_cutoff
-
-        self.selector = selector_class(dict(connections))  # type: ignore
-
-    def mark_dead(self, connection: Any, now: Optional[float] = None) -> None:
-        """
-        Mark the connection as dead (failed). Remove it from the live pool and
-        put it on a timeout.
-
-        :arg connection: the failed instance
-        """
-        # allow inject for testing purposes
-        now = now if now else time.time()
-        try:
-            self.connections.remove(connection)
-        except ValueError:
-            logger.info(
-                "Attempted to remove %r, but it does not exist in the connection pool.",
-                connection,
-            )
-            # connection not alive or another thread marked it already, ignore
-            return
-        else:
-            dead_count = self.dead_count.get(connection, 0) + 1
-            self.dead_count[connection] = dead_count
-            timeout = self.dead_timeout * 2 ** min(dead_count - 1, self.timeout_cutoff)
-            self.dead.put((now + timeout, connection))
-            logger.warning(
-                "Connection %r has failed for %i times in a row, putting on %i second timeout.",
-                connection,
-                dead_count,
-                timeout,
-            )
-
-    def mark_live(self, connection: Any) -> None:
-        """
-        Mark connection as healthy after a resurrection. Resets the fail
-        counter for the connection.
-
-        :arg connection: the connection to redeem
-        """
-        try:
-            del self.dead_count[connection]
-        except KeyError:
-            # race condition, safe to ignore
-            pass
-
-    def resurrect(self, force: bool = False) -> Any:
-        """
-        Attempt to resurrect a connection from the dead pool. It will try to
-        locate one (not all) eligible (its timeout is over) connection to
-        return to the live pool. Any resurrected connection is also returned.
-
-        :arg force: resurrect a connection even if there is none eligible (used
-            when we have no live connections). If force is specified resurrect
-            always returns a connection.
-
-        """
-        # no dead connections
-        if self.dead.empty():
-            # we are forced to return a connection, take one from the original
-            # list. This is to avoid a race condition where get_connection can
-            # see no live connections but when it calls resurrect self.dead is
-            # also empty. We assume that other threat has resurrected all
-            # available connections so we can safely return one at random.
-            if force:
-                return random.choice(self.orig_connections)
-            return
-
-        try:
-            # retrieve a connection to check
-            timeout, connection = self.dead.get(block=False)
-        except Empty:
-            # other thread has been faster and the queue is now empty. If we
-            # are forced, return a connection at random again.
-            if force:
-                return random.choice(self.orig_connections)
-            return
-
-        if not force and timeout > time.time():
-            # return it back if not eligible and not forced
-            self.dead.put((timeout, connection))
-            return
-
-        # either we were forced or the connection is eligible to be retried
-        self.connections.append(connection)
-        logger.info("Resurrecting connection %r (force=%s).", connection, force)
-        return connection
-
-    def get_connection(self) -> Any:
-        """
-        Return a connection from the pool using the `ConnectionSelector`
-        instance.
-
-        It tries to resurrect eligible connections, forces a resurrection when
-        no connections are available and passes the list of live connections to
-        the selector instance to choose from.
-
-        Returns a connection instance and its current fail count.
-        """
-        self.resurrect()
-        connections = self.connections[:]
-
-        # no live nodes, resurrect one by force and return it
-        if not connections:
-            return self.resurrect(True)
-
-        # only call selector if we have a selection
-        if len(connections) > 1:
-            return self.selector.select(connections)
-
-        # only one connection, no need for a selector
-        return connections[0]
-
-    def close(self) -> Any:
-        """
-        Explicitly closes connections
-        """
-        for conn in self.connections:
-            conn.close()
-
-    def __repr__(self) -> str:
-        return "<%s: %r>" % (type(self).__name__, self.connections)
-
-
-class DummyConnectionPool(ConnectionPool):
-    def __init__(self, connections: Any, **kwargs: Any) -> None:
-        if len(connections) != 1:
-            raise ImproperlyConfigured(
-                "DummyConnectionPool needs exactly one " "connection defined."
-            )
-        # we need connection opts for sniffing logic
-        self.connection_opts = connections
-        self.connection: Any = connections[0][0]
-        self.connections = (self.connection,)
-
-    def get_connection(self) -> Any:
-        return self.connection
-
-    def close(self) -> None:
-        """
-        Explicitly closes connections
-        """
-        self.connection.close()
-
-    def _noop(self, *args: Any, **kwargs: Any) -> Any:
-        pass
-
-    mark_dead = mark_live = resurrect = _noop
-
-
-class EmptyConnectionPool(ConnectionPool):
-    """A connection pool that is empty. Errors out if used."""
-
-    def __init__(self, *_: Any, **__: Any) -> None:
-        self.connections = []
-        self.connection_opts = []
-
-    def get_connection(self) -> Connection:
-        raise ImproperlyConfigured("No connections were configured")
-
-    def _noop(self, *args: Any, **kwargs: Any) -> Any:
-        pass
-
-    close = mark_dead = mark_live = resurrect = _noop
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
deleted file mode 100644
index fdea1e2a7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/exceptions.py
+++ /dev/null
@@ -1,210 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, Dict, Type, Union
-
-__all__ = [
-    "ImproperlyConfigured",
-    "OpenSearchException",
-    "SerializationError",
-    "TransportError",
-    "NotFoundError",
-    "ConflictError",
-    "RequestError",
-    "ConnectionError",
-    "SSLError",
-    "ConnectionTimeout",
-    "AuthenticationException",
-    "AuthorizationException",
-    "OpenSearchDslException",
-    "UnknownDslObject",
-    "ValidationException",
-    "IllegalOperation",
-    "OpenSearchWarning",
-    "OpenSearchDeprecationWarning",
-]
-
-
-class ImproperlyConfigured(Exception):
-    """
-    Exception raised when the config passed to the client is inconsistent or invalid.
-    """
-
-
-class OpenSearchException(Exception):
-    """
-    Base class for all exceptions raised by this package's operations (doesn't
-    apply to :class:`~opensearchpy.ImproperlyConfigured`).
-    """
-
-
-class SerializationError(OpenSearchException):
-    """
-    Data passed in failed to serialize properly in the ``Serializer`` being
-    used.
-    """
-
-
-class TransportError(OpenSearchException):
-    """
-    Exception raised when OpenSearch returns a non-OK (>=400) HTTP status code. Or when
-    an actual connection error happens; in that case the ``status_code`` will
-    be set to ``'N/A'``.
-    """
-
-    @property
-    def status_code(self) -> Union[str, int]:
-        """
-        The HTTP status code of the response that precipitated the error or
-        ``'N/A'`` if not applicable.
-        """
-        return self.args[0]  # type: ignore
-
-    @property
-    def error(self) -> str:
-        """A string error message."""
-        return self.args[1]  # type: ignore
-
-    @property
-    def info(self) -> Union[Dict[str, Any], Exception, Any]:
-        """
-        Dict of returned error info from OpenSearch, where available, underlying
-        exception when not.
-        """
-        return self.args[2]
-
-    def __str__(self) -> str:
-        cause = ""
-        try:
-            if self.info and isinstance(self.info, dict) and "error" in self.info:
-                error = self.info["error"]
-                if isinstance(error, dict):
-                    root_cause = error["root_cause"][0]
-                    cause = ", ".join(
-                        filter(
-                            None,
-                            [
-                                repr(root_cause["reason"]),
-                                root_cause.get("resource.id"),
-                                root_cause.get("resource.type"),
-                            ],
-                        )
-                    )
-
-                else:
-                    cause = repr(self.info["error"])
-        except LookupError:
-            pass
-        msg = ", ".join(filter(None, [str(self.status_code), repr(self.error), cause]))
-        return "%s(%s)" % (self.__class__.__name__, msg)
-
-
-class ConnectionError(TransportError):
-    """
-    Error raised when there was an exception while talking to OpenSearch. Original
-    exception from the underlying :class:`~opensearchpy.Connection`
-    implementation is available as ``.info``.
-    """
-
-    def __str__(self) -> str:
-        return "ConnectionError(%s) caused by: %s(%s)" % (
-            self.error,
-            self.info.__class__.__name__,
-            self.info,
-        )
-
-
-class SSLError(ConnectionError):
-    """Error raised when encountering SSL errors."""
-
-
-class ConnectionTimeout(ConnectionError):
-    """A network timeout. Doesn't cause a node retry by default."""
-
-    def __str__(self) -> str:
-        return "ConnectionTimeout caused by - %s(%s)" % (
-            self.info.__class__.__name__,
-            self.info,
-        )
-
-
-class NotFoundError(TransportError):
-    """Exception representing a 404 status code."""
-
-
-class ConflictError(TransportError):
-    """Exception representing a 409 status code."""
-
-
-class RequestError(TransportError):
-    """Exception representing a 400 status code."""
-
-
-class AuthenticationException(TransportError):
-    """Exception representing a 401 status code."""
-
-
-class AuthorizationException(TransportError):
-    """Exception representing a 403 status code."""
-
-
-class OpenSearchDslException(Exception):
-    """Base class for all OpenSearchDsl exceptions"""
-
-
-class UnknownDslObject(OpenSearchDslException):
-    """Exception representing UnknownDSLObject"""
-
-
-class ValidationException(ValueError, OpenSearchDslException):
-    """Exception representing Validation Error"""
-
-
-class IllegalOperation(OpenSearchDslException):
-    """Exception representing IllegalOperation"""
-
-
-class OpenSearchWarning(Warning):
-    """Warning that is raised when a deprecated option
-    or incorrect usage is flagged via the 'Warning' HTTP header.
-    """
-
-
-# Alias of 'OpenSearchWarning' for backwards compatibility.
-# Additional functionality was added to the 'Warning' HTTP header
-# not related to deprecations.
-OpenSearchDeprecationWarning = OpenSearchWarning
-
-
-# more generic mappings from status_code to python exceptions
-HTTP_EXCEPTIONS: Dict[int, Type[OpenSearchException]] = {
-    400: RequestError,
-    401: AuthenticationException,
-    403: AuthorizationException,
-    404: NotFoundError,
-    409: ConflictError,
-}
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
deleted file mode 100644
index 8057de7ec..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/__init__.py
+++ /dev/null
@@ -1,67 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from .._async.helpers.actions import (
-    async_bulk,
-    async_reindex,
-    async_scan,
-    async_streaming_bulk,
-)
-from .actions import (
-    _chunk_actions,
-    _process_bulk_chunk,
-    bulk,
-    expand_action,
-    parallel_bulk,
-    reindex,
-    scan,
-    streaming_bulk,
-)
-from .asyncsigner import AWSV4SignerAsyncAuth
-from .errors import BulkIndexError, ScanError
-from .signer import AWSV4SignerAuth, RequestsAWSV4SignerAuth, Urllib3AWSV4SignerAuth
-
-__all__ = [
-    "BulkIndexError",
-    "ScanError",
-    "expand_action",
-    "streaming_bulk",
-    "bulk",
-    "parallel_bulk",
-    "scan",
-    "reindex",
-    "_chunk_actions",
-    "_process_bulk_chunk",
-    "AWSV4SignerAuth",
-    "AWSV4SignerAsyncAuth",
-    "RequestsAWSV4SignerAuth",
-    "Urllib3AWSV4SignerAuth",
-    "async_scan",
-    "async_bulk",
-    "async_reindex",
-    "async_streaming_bulk",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
deleted file mode 100644
index c7f241390..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/actions.py
+++ /dev/null
@@ -1,691 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import logging
-import time
-from operator import methodcaller
-from typing import Any, Optional
-
-from ..compat import Mapping, Queue, map, string_types
-from ..exceptions import TransportError
-from .errors import BulkIndexError, ScanError
-
-logger = logging.getLogger("opensearchpy.helpers")
-
-
-def expand_action(data: Any) -> Any:
-    """
-    From one document or action definition passed in by the user extract the
-    action/data lines needed for opensearch's
-    :meth:`~opensearchpy.OpenSearch.bulk` api.
-    """
-    # when given a string, assume user wants to index raw json
-    if isinstance(data, string_types):
-        return '{"index":{}}', data
-
-    # make sure we don't alter the action
-    data = data.copy()
-    op_type = data.pop("_op_type", "index")
-    action: Any = {op_type: {}}
-
-    # If '_source' is a dict use it for source
-    # otherwise if op_type == 'update' then
-    # '_source' should be in the metadata.
-    if (
-        op_type == "update"
-        and "_source" in data
-        and not isinstance(data["_source"], Mapping)
-    ):
-        action[op_type]["_source"] = data.pop("_source")
-
-    for key in (
-        "_id",
-        "_index",
-        "_if_seq_no",
-        "_if_primary_term",
-        "_parent",
-        "_percolate",
-        "_retry_on_conflict",
-        "_routing",
-        "_timestamp",
-        "_version",
-        "_version_type",
-        "if_seq_no",
-        "if_primary_term",
-        "parent",
-        "pipeline",
-        "retry_on_conflict",
-        "routing",
-        "version",
-        "version_type",
-    ):
-        if key in data:
-            if key in {
-                "_if_seq_no",
-                "_if_primary_term",
-                "_parent",
-                "_retry_on_conflict",
-                "_routing",
-                "_version",
-                "_version_type",
-            }:
-                action[op_type][key[1:]] = data.pop(key)
-            else:
-                action[op_type][key] = data.pop(key)
-
-    # no data payload for delete
-    if op_type == "delete":
-        return action, None
-
-    return action, data.get("_source", data)
-
-
-class _ActionChunker:
-    def __init__(self, chunk_size: int, max_chunk_bytes: int, serializer: Any) -> None:
-        self.chunk_size = chunk_size
-        self.max_chunk_bytes = max_chunk_bytes
-        self.serializer = serializer
-
-        self.size = 0
-        self.action_count = 0
-        self.bulk_actions: Any = []
-        self.bulk_data: Any = []
-
-    def feed(self, action: Any, data: Any) -> Any:
-        ret = None
-        raw_data, raw_action = data, action
-        action = self.serializer.dumps(action)
-        # +1 to account for the trailing new line character
-        cur_size = len(action.encode("utf-8")) + 1
-
-        if data is not None:
-            data = self.serializer.dumps(data)
-            cur_size += len(data.encode("utf-8")) + 1
-
-        # full chunk, send it and start a new one
-        if self.bulk_actions and (
-            self.size + cur_size > self.max_chunk_bytes
-            or self.action_count == self.chunk_size
-        ):
-            ret = (self.bulk_data, self.bulk_actions)
-            self.bulk_actions, self.bulk_data = [], []
-            self.size, self.action_count = 0, 0
-
-        self.bulk_actions.append(action)
-        if data is not None:
-            self.bulk_actions.append(data)
-            self.bulk_data.append((raw_action, raw_data))
-        else:
-            self.bulk_data.append((raw_action,))
-
-        self.size += cur_size
-        self.action_count += 1
-        return ret
-
-    def flush(self) -> Any:
-        ret = None
-        if self.bulk_actions:
-            ret = (self.bulk_data, self.bulk_actions)
-            self.bulk_actions, self.bulk_data = [], []
-        return ret
-
-
-def _chunk_actions(
-    actions: Any, chunk_size: int, max_chunk_bytes: int, serializer: Any
-) -> Any:
-    """
-    Split actions into chunks by number or size, serialize them into strings in
-    the process.
-    """
-    chunker = _ActionChunker(
-        chunk_size=chunk_size, max_chunk_bytes=max_chunk_bytes, serializer=serializer
-    )
-    for action, data in actions:
-        ret = chunker.feed(action, data)
-        if ret:
-            yield ret
-    ret = chunker.flush()
-    if ret:
-        yield ret
-
-
-def _process_bulk_chunk_success(
-    resp: Any, bulk_data: Any, ignore_status: Any = (), raise_on_error: bool = True
-) -> Any:
-    # if raise on error is set, we need to collect errors per chunk before raising them
-    errors = []
-
-    # go through request-response pairs and detect failures
-    for data, (op_type, item) in zip(
-        bulk_data, map(methodcaller("popitem"), resp["items"])
-    ):
-        status_code = item.get("status", 500)
-
-        ok = 200 <= status_code < 300
-        if not ok and raise_on_error and status_code not in ignore_status:
-            # include original document source
-            if len(data) > 1:
-                item["data"] = data[1]
-            errors.append({op_type: item})
-
-        if ok or not errors:
-            # if we are not just recording all errors to be able to raise
-            # them all at once, yield items individually
-            yield ok, {op_type: item}
-
-    if errors:
-        raise BulkIndexError("%i document(s) failed to index." % len(errors), errors)
-
-
-def _process_bulk_chunk_error(
-    error: Any,
-    bulk_data: Any,
-    ignore_status: Any = (),
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-) -> Any:
-    # default behavior - just propagate exception
-    if raise_on_exception and error.status_code not in ignore_status:
-        raise error
-
-    # if we are not propagating, mark all actions in current chunk as failed
-    err_message = str(error)
-    exc_errors = []
-
-    for data in bulk_data:
-        # collect all the information about failed actions
-        op_type, action = data[0].copy().popitem()
-        info = {"error": err_message, "status": error.status_code, "exception": error}
-        if op_type != "delete":
-            info["data"] = data[1]
-        info.update(action)
-        exc_errors.append({op_type: info})
-
-    # emulate standard behavior for failed actions
-    if raise_on_error and error.status_code not in ignore_status:
-        raise BulkIndexError(
-            "%i document(s) failed to index." % len(exc_errors), exc_errors
-        )
-    else:
-        for err in exc_errors:
-            yield False, err
-
-
-def _process_bulk_chunk(
-    client: Any,
-    bulk_actions: Any,
-    bulk_data: Any,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Send a bulk request to opensearch and process the output.
-    """
-    if not isinstance(ignore_status, (list, tuple)):
-        ignore_status = (ignore_status,)
-
-    try:
-        # send the actual request
-        resp = client.bulk("\n".join(bulk_actions) + "\n", *args, **kwargs)
-    except TransportError as e:
-        gen = _process_bulk_chunk_error(
-            error=e,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_exception=raise_on_exception,
-            raise_on_error=raise_on_error,
-        )
-    else:
-        gen = _process_bulk_chunk_success(
-            resp=resp,
-            bulk_data=bulk_data,
-            ignore_status=ignore_status,
-            raise_on_error=raise_on_error,
-        )
-    for item in gen:
-        yield item
-
-
-def streaming_bulk(
-    client: Any,
-    actions: Any,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    raise_on_error: bool = True,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    max_retries: int = 0,
-    initial_backoff: int = 2,
-    max_backoff: int = 600,
-    yield_ok: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Streaming bulk consumes actions from the iterable passed in and yields
-    results per action. For non-streaming usecases use
-    :func:`~opensearchpy.helpers.bulk` which is a wrapper around streaming
-    bulk that returns summary information about the bulk operation once the
-    entire input is consumed and sent.
-
-    If you specify ``max_retries`` it will also retry any documents that were
-    rejected with a ``429`` status code. To do this it will wait (**by calling
-    time.sleep which will block**) for ``initial_backoff`` seconds and then,
-    every subsequent rejection for the same chunk, for double the time every
-    time up to ``max_backoff`` seconds.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterable containing the actions to be executed
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg max_retries: maximum number of times a document will be retried when
-        ``429`` is received, set to 0 (default) for no retries on ``429``
-    :arg initial_backoff: number of seconds we should wait before the first
-        retry. Any subsequent retries will be powers of ``initial_backoff *
-        2**retry_number``
-    :arg max_backoff: maximum number of seconds a retry will wait
-    :arg yield_ok: if set to False will skip successful documents in the output
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-    actions = map(expand_action_callback, actions)
-
-    for bulk_data, bulk_actions in _chunk_actions(
-        actions, chunk_size, max_chunk_bytes, client.transport.serializer
-    ):
-        for attempt in range(max_retries + 1):
-            to_retry: Any = []
-            to_retry_data: Any = []
-            if attempt:
-                time.sleep(min(max_backoff, initial_backoff * 2 ** (attempt - 1)))
-
-            try:
-                for data, (ok, info) in zip(
-                    bulk_data,
-                    _process_bulk_chunk(
-                        client,
-                        bulk_actions,
-                        bulk_data,
-                        raise_on_exception,
-                        raise_on_error,
-                        ignore_status,
-                        *args,
-                        **kwargs
-                    ),
-                ):
-                    if not ok:
-                        action, info = info.popitem()
-                        # retry if retries enabled, we get 429, and we are not
-                        # in the last attempt
-                        if (
-                            max_retries
-                            and info["status"] == 429
-                            and (attempt + 1) <= max_retries
-                        ):
-                            # _process_bulk_chunk expects strings so we need to
-                            # re-serialize the data
-                            to_retry.extend(
-                                map(client.transport.serializer.dumps, data)
-                            )
-                            to_retry_data.append(data)
-                        else:
-                            yield ok, {action: info}
-                    elif yield_ok:
-                        yield ok, info
-
-            except TransportError as e:
-                # suppress 429 errors since we will retry them
-                if attempt == max_retries or e.status_code != 429:
-                    raise
-            else:
-                if not to_retry:
-                    break
-                # retry only subset of documents that didn't succeed
-                bulk_actions, bulk_data = to_retry, to_retry_data
-
-
-def bulk(
-    client: Any,
-    actions: Any,
-    stats_only: bool = False,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Helper for the :meth:`~opensearchpy.OpenSearch.bulk` api that provides
-    a more human friendly interface - it consumes an iterator of actions and
-    sends them to opensearch in chunks. It returns a tuple with summary
-    information - number of successfully executed actions and either list of
-    errors or number of errors if ``stats_only`` is set to ``True``. Note that
-    by default we raise a ``BulkIndexError`` when we encounter an error so
-    options like ``stats_only`` only apply when ``raise_on_error`` is set to
-    ``False``.
-
-    When errors are being collected original document data is included in the
-    error dictionary which can lead to an extra high memory usage. If you need
-    to process a lot of data and want to ignore/collect errors please consider
-    using the :func:`~opensearchpy.helpers.streaming_bulk` helper which will
-    just return the errors and not store them in memory.
-
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg stats_only: if `True` only report number of successful/failed
-        operations instead of just number of successful and a list of error responses
-    :arg ignore_status: list of HTTP status code that you want to ignore
-
-    Any additional keyword arguments will be passed to
-    :func:`~opensearchpy.helpers.streaming_bulk` which is used to execute
-    the operation, see :func:`~opensearchpy.helpers.streaming_bulk` for more
-    accepted parameters.
-    """
-    success, failed = 0, 0
-
-    # list of errors to be collected is not stats_only
-    errors = []
-
-    # make streaming_bulk yield successful results so we can count them
-    kwargs["yield_ok"] = True
-    for ok, item in streaming_bulk(client, actions, ignore_status=ignore_status, *args, **kwargs):  # type: ignore
-        # go through request-response pairs and detect failures
-        if not ok:
-            if not stats_only:
-                errors.append(item)
-            failed += 1
-        else:
-            success += 1
-
-    return success, failed if stats_only else errors
-
-
-def parallel_bulk(
-    client: Any,
-    actions: Any,
-    thread_count: int = 4,
-    chunk_size: int = 500,
-    max_chunk_bytes: int = 100 * 1024 * 1024,
-    queue_size: int = 4,
-    expand_action_callback: Any = expand_action,
-    raise_on_exception: bool = True,
-    raise_on_error: bool = True,
-    ignore_status: Any = (),
-    *args: Any,
-    **kwargs: Any
-) -> Any:
-    """
-    Parallel version of the bulk helper run in multiple threads at once.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg actions: iterator containing the actions
-    :arg thread_count: size of the threadpool to use for the bulk requests
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg max_chunk_bytes: the maximum size of the request in bytes (default: 100MB)
-    :arg raise_on_error: raise ``BulkIndexError`` containing errors (as `.errors`)
-        from the execution of the last chunk when some occur. By default we raise.
-    :arg raise_on_exception: if ``False`` then don't propagate exceptions from
-        call to ``bulk`` and just report the items that failed as failed.
-    :arg expand_action_callback: callback executed on each action passed in,
-        should return a tuple containing the action line and the data line
-        (`None` if data line should be omitted).
-    :arg queue_size: size of the task queue between the main thread (producing
-        chunks to send) and the processing threads.
-    :arg ignore_status: list of HTTP status code that you want to ignore
-    """
-    # Avoid importing multiprocessing unless parallel_bulk is used
-    # to avoid exceptions on restricted environments like App Engine
-    from multiprocessing.pool import ThreadPool
-
-    actions = map(expand_action_callback, actions)
-
-    class BlockingPool(ThreadPool):
-        def _setup_queues(self) -> None:
-            super(BlockingPool, self)._setup_queues()  # type: ignore
-            # The queue must be at least the size of the number of threads to
-            # prevent hanging when inserting sentinel values during teardown.
-            self._inqueue: Any = Queue(max(queue_size, thread_count))
-            self._quick_put = self._inqueue.put
-
-    pool = BlockingPool(thread_count)
-
-    try:
-        for result in pool.imap(
-            lambda bulk_chunk: list(
-                _process_bulk_chunk(
-                    client,
-                    bulk_chunk[1],
-                    bulk_chunk[0],
-                    raise_on_exception,
-                    raise_on_error,
-                    ignore_status,
-                    *args,
-                    **kwargs
-                )
-            ),
-            _chunk_actions(
-                actions, chunk_size, max_chunk_bytes, client.transport.serializer
-            ),
-        ):
-            for item in result:
-                yield item
-
-    finally:
-        pool.close()
-        pool.join()
-
-
-def scan(
-    client: Any,
-    query: Any = None,
-    scroll: Optional[str] = "5m",
-    raise_on_error: Optional[bool] = True,
-    preserve_order: Optional[bool] = False,
-    size: Optional[int] = 1000,
-    request_timeout: Optional[float] = None,
-    clear_scroll: Optional[bool] = True,
-    scroll_kwargs: Any = None,
-    **kwargs: Any
-) -> Any:
-    """
-    Simple abstraction on top of the
-    :meth:`~opensearchpy.OpenSearch.scroll` api - a simple iterator that
-    yields all hits as returned by underlining scroll requests.
-
-    By default scan does not return results in any pre-determined order. To
-    have a standard order in the returned documents (either by score or
-    explicit sort definition) when scrolling, use ``preserve_order=True``. This
-    may be an expensive operation and will negate the performance benefits of
-    using ``scan``.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use
-    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg raise_on_error: raises an exception (``ScanError``) if an error is
-        encountered (some shards fail to execute). By default we raise.
-    :arg preserve_order: don't set the ``search_type`` to ``scan`` - this will
-        cause the scroll to paginate with preserving the order. Note that this
-        can be an extremely expensive operation and can easily lead to
-        unpredictable results, use with caution.
-    :arg size: size (per shard) of the batch send at each iteration.
-    :arg request_timeout: explicit timeout for each call to ``scan``
-    :arg clear_scroll: explicitly calls delete on the scroll id via the clear
-        scroll API at the end of the method on completion or error, defaults
-        to true.
-    :arg scroll_kwargs: additional kwargs to be passed to
-        :meth:`~opensearchpy.OpenSearch.scroll`
-
-    Any additional keyword arguments will be passed to the initial
-    :meth:`~opensearchpy.OpenSearch.search` call::
-
-        scan(client,
-            query={"query": {"match": {"title": "python"}}},
-            index="orders-*",
-            doc_type="books"
-        )
-
-    """
-    scroll_kwargs = scroll_kwargs or {}
-
-    if not preserve_order:
-        query = query.copy() if query else {}
-        query["sort"] = "_doc"
-
-    # Grab options that should be propagated to every
-    # API call within this helper instead of just 'search()'
-    transport_kwargs = {}
-    for key in ("headers", "api_key", "http_auth"):
-        if key in kwargs:
-            transport_kwargs[key] = kwargs[key]
-
-    # If the user is using 'scroll_kwargs' we want
-    # to propagate there too, but to not break backwards
-    # compatibility we'll not override anything already given.
-    if scroll_kwargs is not None and transport_kwargs:
-        for key, val in transport_kwargs.items():
-            scroll_kwargs.setdefault(key, val)
-
-    # initial search
-    resp = client.search(
-        body=query, scroll=scroll, size=size, request_timeout=request_timeout, **kwargs
-    )
-    scroll_id = resp.get("_scroll_id")
-
-    try:
-        while scroll_id and resp.get("hits", {}).get("hits"):
-            for hit in resp.get("hits", {}).get("hits", []):
-                yield hit
-
-            _shards = resp.get("_shards")
-
-            if _shards:
-                # Default to 0 if the value isn't included in the response
-                shards_successful = _shards.get("successful", 0)
-                shards_skipped = _shards.get("skipped", 0)
-                shards_total = _shards.get("total", 0)
-
-            # check if we have any errors
-            if (shards_successful + shards_skipped) < shards_total:
-                shards_message = "Scroll request has only succeeded on %d (+%d skipped) shards out of %d."
-                logger.warning(
-                    shards_message,
-                    shards_successful,
-                    shards_skipped,
-                    shards_total,
-                )
-                if raise_on_error:
-                    raise ScanError(
-                        scroll_id,
-                        shards_message
-                        % (
-                            shards_successful,
-                            shards_skipped,
-                            shards_total,
-                        ),
-                    )
-
-            resp = client.scroll(
-                body={"scroll_id": scroll_id, "scroll": scroll}, **scroll_kwargs
-            )
-            scroll_id = resp.get("_scroll_id")
-
-    finally:
-        if scroll_id and clear_scroll:
-            client.clear_scroll(
-                body={"scroll_id": [scroll_id]}, ignore=(404,), **transport_kwargs
-            )
-
-
-def reindex(
-    client: Any,
-    source_index: Any,
-    target_index: Any,
-    query: Any = None,
-    target_client: Any = None,
-    chunk_size: int = 500,
-    scroll: str = "5m",
-    scan_kwargs: Any = {},
-    bulk_kwargs: Any = {},
-) -> Any:
-    """
-    Reindex all documents from one index that satisfy a given query
-    to another, potentially (if `target_client` is specified) on a different cluster.
-    If you don't specify the query you will reindex all the documents.
-
-    Since ``2.3`` a :meth:`~opensearchpy.OpenSearch.reindex` api is
-    available as part of opensearch itself. It is recommended to use the api
-    instead of this helper wherever possible. The helper is here mostly for
-    backwards compatibility and for situations where more flexibility is
-    needed.
-
-    .. note::
-
-        This helper doesn't transfer mappings, just the data.
-
-    :arg client: instance of :class:`~opensearchpy.OpenSearch` to use (for
-        read if `target_client` is specified as well)
-    :arg source_index: index (or list of indices) to read documents from
-    :arg target_index: name of the index in the target cluster to populate
-    :arg query: body for the :meth:`~opensearchpy.OpenSearch.search` api
-    :arg target_client: optional, is specified will be used for writing (thus
-        enabling reindex between clusters)
-    :arg chunk_size: number of docs in one chunk sent to client (default: 500)
-    :arg scroll: Specify how long a consistent view of the index should be
-        maintained for scrolled search
-    :arg scan_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.scan`
-    :arg bulk_kwargs: additional kwargs to be passed to
-        :func:`~opensearchpy.helpers.bulk`
-    """
-    target_client = client if target_client is None else target_client
-    docs = scan(client, query=query, index=source_index, scroll=scroll, **scan_kwargs)
-
-    def _change_doc_index(hits: Any, index: Any) -> Any:
-        for h in hits:
-            h["_index"] = index
-            if "fields" in h:
-                h.update(h.pop("fields"))
-            yield h
-
-    kwargs = {"stats_only": True}
-    kwargs.update(bulk_kwargs)
-    return bulk(
-        target_client,
-        _change_doc_index(docs, target_index),
-        chunk_size=chunk_size,
-        **kwargs
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
deleted file mode 100644
index a9b87521b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/aggs.py
+++ /dev/null
@@ -1,457 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import collections.abc as collections_abc
-from typing import Any, Optional
-
-from .response.aggs import AggResponse, BucketData, FieldBucketData, TopHitsData
-from .utils import DslBase
-
-
-def A(  # pylint: disable=invalid-name
-    name_or_agg: Any, filter: Any = None, **params: Any
-) -> Any:
-    if filter is not None:
-        if name_or_agg != "filter":
-            raise ValueError(
-                "Aggregation %r doesn't accept positional argument 'filter'."
-                % name_or_agg
-            )
-        params["filter"] = filter
-
-    # {"terms": {"field": "tags"}, "aggs": {...}}
-    if isinstance(name_or_agg, collections_abc.Mapping):
-        if params:
-            raise ValueError("A() cannot accept parameters when passing in a dict.")
-        # copy to avoid modifying in-place
-        agg = name_or_agg.copy()  # type: ignore
-        # pop out nested aggs
-        aggs = agg.pop("aggs", None)
-        # pop out meta data
-        meta = agg.pop("meta", None)
-        # should be {"terms": {"field": "tags"}}
-        if len(agg) != 1:
-            raise ValueError(
-                'A() can only accept dict with an aggregation ({"terms": {...}}). '
-                "Instead it got (%r)" % name_or_agg
-            )
-        agg_type, params = agg.popitem()
-        if aggs:
-            params = params.copy()
-            params["aggs"] = aggs
-        if meta:
-            params = params.copy()
-            params["meta"] = meta
-        return Agg.get_dsl_class(agg_type)(_expand__to_dot=False, **params)
-
-    # Terms(...) just return the nested agg
-    elif isinstance(name_or_agg, Agg):
-        if params:
-            raise ValueError(
-                "A() cannot accept parameters when passing in an Agg object."
-            )
-        return name_or_agg
-
-    # "terms", field="tags"
-    return Agg.get_dsl_class(name_or_agg)(**params)
-
-
-class Agg(DslBase):
-    _type_name: str = "agg"
-    _type_shortcut = staticmethod(A)
-    name: Optional[str] = None
-
-    def __contains__(self, key: Any) -> bool:
-        return False
-
-    def to_dict(self) -> Any:
-        d = super(Agg, self).to_dict()
-        if "meta" in d[self.name]:
-            d["meta"] = d[self.name].pop("meta")
-        return d
-
-    def result(self, search: Any, data: Any) -> Any:
-        return AggResponse(self, search, data)
-
-
-class AggBase(object):
-    _param_defs = {
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-    def __contains__(self: Any, key: Any) -> bool:
-        return key in self._params.get("aggs", {})
-
-    def __getitem__(self: Any, agg_name: Any) -> Any:
-        agg = self._params.setdefault("aggs", {})[agg_name]  # propagate KeyError
-
-        # make sure we're not mutating a shared state - whenever accessing a
-        # bucket, return a shallow copy of it to be safe
-        if isinstance(agg, Bucket):
-            agg = A(agg.name, **agg._params)
-            # be sure to store the copy so any modifications to it will affect us
-            self._params["aggs"][agg_name] = agg
-
-        return agg
-
-    def __setitem__(self: Any, agg_name: str, agg: Any) -> None:
-        self.aggs[agg_name] = A(agg)
-
-    def __iter__(self: Any) -> Any:
-        return iter(self.aggs)
-
-    def _agg(
-        self: Any, bucket: Any, name: Any, agg_type: Any, *args: Any, **params: Any
-    ) -> Any:
-        agg = self[name] = A(agg_type, *args, **params)
-
-        # For chaining - when creating new buckets return them...
-        if bucket:
-            return agg
-        # otherwise return self._base so we can keep chaining
-        else:
-            return self._base
-
-    def metric(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(False, name, agg_type, *args, **params)
-
-    def bucket(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(True, name, agg_type, *args, **params)
-
-    def pipeline(self: Any, name: Any, agg_type: Any, *args: Any, **params: Any) -> Any:
-        return self._agg(False, name, agg_type, *args, **params)
-
-    def result(self: Any, search: Any, data: Any) -> Any:
-        return BucketData(self, search, data)
-
-
-class Bucket(AggBase, Agg):
-    def __init__(self, **params: Any) -> None:
-        super(Bucket, self).__init__(**params)
-        # remember self for chaining
-        self._base = self
-
-    def to_dict(self) -> Any:
-        d = super(AggBase, self).to_dict()
-        if "aggs" in d[self.name]:
-            d["aggs"] = d[self.name].pop("aggs")
-        return d
-
-
-class Filter(Bucket):
-    name: Optional[str] = "filter"
-    _param_defs = {
-        "filter": {"type": "query"},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-    def __init__(self, filter: Any = None, **params: Any) -> None:
-        if filter is not None:
-            params["filter"] = filter
-        super(Filter, self).__init__(**params)
-
-    def to_dict(self) -> Any:
-        d = super(Filter, self).to_dict()
-        d[self.name].update(d[self.name].pop("filter", {}))
-        return d
-
-
-class Pipeline(Agg):
-    pass
-
-
-# bucket aggregations
-class Filters(Bucket):
-    name: str = "filters"
-    _param_defs = {
-        "filters": {"type": "query", "hash": True},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-
-class Children(Bucket):
-    name = "children"
-
-
-class Parent(Bucket):
-    name = "parent"
-
-
-class DateHistogram(Bucket):
-    name = "date_histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class AutoDateHistogram(DateHistogram):
-    name = "auto_date_histogram"
-
-
-class DateRange(Bucket):
-    name = "date_range"
-
-
-class GeoDistance(Bucket):
-    name = "geo_distance"
-
-
-class GeohashGrid(Bucket):
-    name = "geohash_grid"
-
-
-class GeotileGrid(Bucket):
-    name = "geotile_grid"
-
-
-class GeoCentroid(Bucket):
-    name = "geo_centroid"
-
-
-class Global(Bucket):
-    name = "global"
-
-
-class Histogram(Bucket):
-    name = "histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class IPRange(Bucket):
-    name = "ip_range"
-
-
-class Missing(Bucket):
-    name = "missing"
-
-
-class Nested(Bucket):
-    name = "nested"
-
-
-class Range(Bucket):
-    name = "range"
-
-
-class RareTerms(Bucket):
-    name = "rare_terms"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class ReverseNested(Bucket):
-    name = "reverse_nested"
-
-
-class SignificantTerms(Bucket):
-    name = "significant_terms"
-
-
-class SignificantText(Bucket):
-    name = "significant_text"
-
-
-class Terms(Bucket):
-    name = "terms"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-class Sampler(Bucket):
-    name = "sampler"
-
-
-class DiversifiedSampler(Bucket):
-    name = "diversified_sampler"
-
-
-class Composite(Bucket):
-    name = "composite"
-    _param_defs = {
-        "sources": {"type": "agg", "hash": True, "multi": True},
-        "aggs": {"type": "agg", "hash": True},
-    }
-
-
-class VariableWidthHistogram(Bucket):
-    name = "variable_width_histogram"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return FieldBucketData(self, search, data)
-
-
-# metric aggregations
-class TopHits(Agg):
-    name = "top_hits"
-
-    def result(self, search: Any, data: Any) -> Any:
-        return TopHitsData(self, search, data)
-
-
-class Avg(Agg):
-    name = "avg"
-
-
-class WeightedAvg(Agg):
-    name = "weighted_avg"
-
-
-class Cardinality(Agg):
-    name = "cardinality"
-
-
-class ExtendedStats(Agg):
-    name = "extended_stats"
-
-
-class Boxplot(Agg):
-    name = "boxplot"
-
-
-class GeoBounds(Agg):
-    name = "geo_bounds"
-
-
-class Max(Agg):
-    name = "max"
-
-
-class MedianAbsoluteDeviation(Agg):
-    name = "median_absolute_deviation"
-
-
-class Min(Agg):
-    name = "min"
-
-
-class Percentiles(Agg):
-    name = "percentiles"
-
-
-class PercentileRanks(Agg):
-    name = "percentile_ranks"
-
-
-class ScriptedMetric(Agg):
-    name = "scripted_metric"
-
-
-class Stats(Agg):
-    name = "stats"
-
-
-class Sum(Agg):
-    name = "sum"
-
-
-class TTest(Agg):
-    name = "t_test"
-
-
-class ValueCount(Agg):
-    name = "value_count"
-
-
-# pipeline aggregations
-class AvgBucket(Pipeline):
-    name = "avg_bucket"
-
-
-class BucketScript(Pipeline):
-    name = "bucket_script"
-
-
-class BucketSelector(Pipeline):
-    name = "bucket_selector"
-
-
-class CumulativeSum(Pipeline):
-    name = "cumulative_sum"
-
-
-class CumulativeCardinality(Pipeline):
-    name = "cumulative_cardinality"
-
-
-class Derivative(Pipeline):
-    name = "derivative"
-
-
-class ExtendedStatsBucket(Pipeline):
-    name = "extended_stats_bucket"
-
-
-class Inference(Pipeline):
-    name = "inference"
-
-
-class MaxBucket(Pipeline):
-    name = "max_bucket"
-
-
-class MinBucket(Pipeline):
-    name = "min_bucket"
-
-
-class MovingFn(Pipeline):
-    name = "moving_fn"
-
-
-class MovingAvg(Pipeline):
-    name = "moving_avg"
-
-
-class MovingPercentiles(Pipeline):
-    name = "moving_percentiles"
-
-
-class Normalize(Pipeline):
-    name = "normalize"
-
-
-class PercentilesBucket(Pipeline):
-    name = "percentiles_bucket"
-
-
-class SerialDiff(Pipeline):
-    name = "serial_diff"
-
-
-class StatsBucket(Pipeline):
-    name = "stats_bucket"
-
-
-class SumBucket(Pipeline):
-    name = "sum_bucket"
-
-
-class BucketSort(Pipeline):
-    name = "bucket_sort"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
deleted file mode 100644
index ff5d46b9a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/analysis.py
+++ /dev/null
@@ -1,310 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any, Optional
-
-import six
-
-from opensearchpy.connection.connections import get_connection
-
-from .utils import AttrDict, DslBase, merge
-
-
-class AnalysisBase(object):
-    @classmethod
-    def _type_shortcut(
-        cls: Any, name_or_instance: Any, type: Any = None, **kwargs: Any
-    ) -> Any:
-        if isinstance(name_or_instance, cls):
-            if type or kwargs:
-                raise ValueError("%s() cannot accept parameters." % cls.__name__)
-            return name_or_instance
-
-        if not (type or kwargs):
-            return cls.get_dsl_class("builtin")(name_or_instance)
-
-        return cls.get_dsl_class(type, "custom")(
-            name_or_instance, type or "custom", **kwargs
-        )
-
-
-class CustomAnalysis(object):
-    name: Optional[str] = "custom"
-
-    def __init__(
-        self, filter_name: str, builtin_type: str = "custom", **kwargs: Any
-    ) -> None:
-        self._builtin_type = builtin_type
-        self._name = filter_name
-        super(CustomAnalysis, self).__init__(**kwargs)
-
-    def to_dict(self) -> Any:
-        # only name to present in lists
-        return self._name
-
-    def get_definition(self) -> Any:
-        d = super(CustomAnalysis, self).to_dict()  # type: ignore
-        d = d.pop(self.name)
-        d["type"] = self._builtin_type
-        return d
-
-
-class CustomAnalysisDefinition(CustomAnalysis):
-    def get_analysis_definition(self: Any) -> Any:
-        out = {self._type_name: {self._name: self.get_definition()}}
-
-        t: Any = getattr(self, "tokenizer", None)
-        if "tokenizer" in self._param_defs and hasattr(t, "get_definition"):
-            out["tokenizer"] = {t._name: t.get_definition()}
-
-        filters = {
-            f._name: f.get_definition()
-            for f in self.filter
-            if hasattr(f, "get_definition")
-        }
-        if filters:
-            out["filter"] = filters
-
-        # any sub filter definitions like multiplexers etc?
-        for f in self.filter:
-            if hasattr(f, "get_analysis_definition"):
-                d = f.get_analysis_definition()
-                if d:
-                    merge(out, d, True)
-
-        char_filters = {
-            f._name: f.get_definition()
-            for f in self.char_filter
-            if hasattr(f, "get_definition")
-        }
-        if char_filters:
-            out["char_filter"] = char_filters
-
-        return out
-
-
-class BuiltinAnalysis(object):
-    name: Optional[str] = "builtin"
-
-    def __init__(self, name: Any) -> None:
-        self._name = name
-        super(BuiltinAnalysis, self).__init__()
-
-    def to_dict(self) -> Any:
-        # only name to present in lists
-        return self._name
-
-
-class Analyzer(AnalysisBase, DslBase):
-    _type_name: str = "analyzer"
-    name: Optional[str] = None
-
-
-class BuiltinAnalyzer(BuiltinAnalysis, Analyzer):
-    def get_analysis_definition(self) -> Any:
-        return {}
-
-
-class CustomAnalyzer(CustomAnalysisDefinition, Analyzer):
-    _param_defs = {
-        "filter": {"type": "token_filter", "multi": True},
-        "char_filter": {"type": "char_filter", "multi": True},
-        "tokenizer": {"type": "tokenizer"},
-    }
-
-    def simulate(
-        self,
-        text: Any,
-        using: str = "default",
-        explain: bool = False,
-        attributes: Any = None,
-    ) -> Any:
-        """
-        Use the Analyze API of opensearch to test the outcome of this analyzer.
-
-        :arg text: Text to be analyzed
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg explain: will output all token attributes for each token. You can
-            filter token attributes you want to output by setting ``attributes``
-            option.
-        :arg attributes: if ``explain`` is specified, filter the token
-            attributes to return.
-        """
-        opensearch = get_connection(using)
-
-        body = {"text": text, "explain": explain}
-        if attributes:
-            body["attributes"] = attributes
-
-        definition = self.get_analysis_definition()
-        analyzer_def = self.get_definition()
-
-        for section in ("tokenizer", "char_filter", "filter"):
-            if section not in analyzer_def:
-                continue
-            sec_def = definition.get(section, {})
-            sec_names = analyzer_def[section]
-
-            if isinstance(sec_names, six.string_types):
-                body[section] = sec_def.get(sec_names, sec_names)
-            else:
-                body[section] = [
-                    sec_def.get(sec_name, sec_name) for sec_name in sec_names
-                ]
-
-        if self._builtin_type != "custom":
-            body["analyzer"] = self._builtin_type
-
-        return AttrDict(opensearch.indices.analyze(body=body))
-
-
-class Normalizer(AnalysisBase, DslBase):
-    _type_name: str = "normalizer"
-    name: Optional[str] = None
-
-
-class BuiltinNormalizer(BuiltinAnalysis, Normalizer):
-    def get_analysis_definition(self) -> Any:
-        return {}
-
-
-class CustomNormalizer(CustomAnalysisDefinition, Normalizer):
-    _param_defs = {
-        "filter": {"type": "token_filter", "multi": True},
-        "char_filter": {"type": "char_filter", "multi": True},
-    }
-
-
-class Tokenizer(AnalysisBase, DslBase):
-    _type_name: str = "tokenizer"
-    name: Optional[str] = None
-
-
-class BuiltinTokenizer(BuiltinAnalysis, Tokenizer):
-    pass
-
-
-class CustomTokenizer(CustomAnalysis, Tokenizer):
-    pass
-
-
-class TokenFilter(AnalysisBase, DslBase):
-    _type_name: str = "token_filter"
-    name: Optional[str] = None
-
-
-class BuiltinTokenFilter(BuiltinAnalysis, TokenFilter):
-    pass
-
-
-class CustomTokenFilter(CustomAnalysis, TokenFilter):
-    pass
-
-
-class MultiplexerTokenFilter(CustomTokenFilter):
-    name = "multiplexer"
-
-    def get_definition(self) -> Any:
-        d = super(CustomTokenFilter, self).get_definition()
-
-        if "filters" in d:
-            d["filters"] = [
-                # comma delimited string given by user
-                (
-                    fs
-                    if isinstance(fs, six.string_types)
-                    else
-                    # list of strings or TokenFilter objects
-                    ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
-                )
-                for fs in self.filters
-            ]
-        return d
-
-    def get_analysis_definition(self) -> Any:
-        if not hasattr(self, "filters"):
-            return {}
-
-        fs: Any = {}
-        d = {"filter": fs}
-        for filters in self.filters:
-            if isinstance(filters, six.string_types):
-                continue
-            fs.update(
-                {
-                    f._name: f.get_definition()
-                    for f in filters
-                    if hasattr(f, "get_definition")
-                }
-            )
-        return d
-
-
-class ConditionalTokenFilter(CustomTokenFilter):
-    name = "condition"
-
-    def get_definition(self) -> Any:
-        d = super(CustomTokenFilter, self).get_definition()
-        if "filter" in d:
-            d["filter"] = [
-                f.to_dict() if hasattr(f, "to_dict") else f for f in self.filter
-            ]
-        return d
-
-    def get_analysis_definition(self) -> Any:
-        if not hasattr(self, "filter"):
-            return {}
-
-        return {
-            "filter": {
-                f._name: f.get_definition()
-                for f in self.filter
-                if hasattr(f, "get_definition")
-            }
-        }
-
-
-class CharFilter(AnalysisBase, DslBase):
-    _type_name: str = "char_filter"
-    name: Optional[str] = None
-
-
-class BuiltinCharFilter(BuiltinAnalysis, CharFilter):
-    pass
-
-
-class CustomCharFilter(CustomAnalysis, CharFilter):
-    pass
-
-
-# shortcuts for direct use
-analyzer = Analyzer._type_shortcut
-tokenizer = Tokenizer._type_shortcut
-token_filter = TokenFilter._type_shortcut
-char_filter = CharFilter._type_shortcut
-normalizer = Normalizer._type_shortcut
-
-__all__ = ["tokenizer", "analyzer", "char_filter", "token_filter", "normalizer"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
deleted file mode 100644
index c045f1384..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/asyncsigner.py
+++ /dev/null
@@ -1,82 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Dict, Optional, Union
-
-
-class AWSV4SignerAsyncAuth:
-    """
-    AWS V4 Request Signer for Async Requests.
-    """
-
-    def __init__(self, credentials: Any, region: str, service: str = "es") -> None:
-        if not credentials:
-            raise ValueError("Credentials cannot be empty")
-        self.credentials = credentials
-
-        if not region:
-            raise ValueError("Region cannot be empty")
-        self.region = region
-
-        if not service:
-            raise ValueError("Service name cannot be empty")
-        self.service = service
-
-    def __call__(
-        self,
-        method: str,
-        url: str,
-        query_string: Optional[str] = None,
-        body: Optional[Union[str, bytes]] = None,
-    ) -> Dict[str, str]:
-        return self._sign_request(method, url, query_string, body)
-
-    def _sign_request(
-        self,
-        method: str,
-        url: str,
-        query_string: Optional[str],
-        body: Optional[Union[str, bytes]],
-    ) -> Dict[str, str]:
-        """
-        This method helps in signing the request by injecting the required headers.
-        :param prepared_request: unsigned headers
-        :return: signed headers
-        """
-
-        from botocore.auth import SigV4Auth
-        from botocore.awsrequest import AWSRequest
-
-        # create an AWS request object and sign it using SigV4Auth
-        aws_request = AWSRequest(
-            method=method,
-            url=url,
-            data=body,
-        )
-
-        # credentials objects expose access_key, secret_key and token attributes
-        # via @property annotations that call _refresh() on every access,
-        # creating a race condition if the credentials expire before secret_key
-        # is called but after access_key- the end result is the access_key doesn't
-        # correspond to the secret_key used to sign the request. To avoid this,
-        # get_frozen_credentials() which returns non-refreshing credentials is
-        # called if it exists.
-        credentials = (
-            self.credentials.get_frozen_credentials()
-            if hasattr(self.credentials, "get_frozen_credentials")
-            and callable(self.credentials.get_frozen_credentials)
-            else self.credentials
-        )
-
-        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
-        sig_v4_auth.add_auth(aws_request)
-        aws_request.headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
-
-        # copy the headers from AWS request object into the prepared_request
-        return dict(aws_request.headers.items())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
deleted file mode 100644
index f3595bcfd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/document.py
+++ /dev/null
@@ -1,527 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from fnmatch import fnmatch
-from typing import Any, Tuple, Type
-
-from six import add_metaclass, iteritems
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.exceptions import NotFoundError, RequestError
-
-from ..exceptions import IllegalOperation, ValidationException
-from .field import Field
-from .index import Index
-from .mapping import Mapping
-from .search import Search
-from .utils import DOC_META_FIELDS, META_FIELDS, ObjectBase, merge
-
-
-class MetaField(object):
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        self.args, self.kwargs = args, kwargs
-
-
-class DocumentMeta(type):
-    def __new__(
-        cls: Any,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        # DocumentMeta filters attrs in place
-        attrs["_doc_type"] = DocumentOptions(name, bases, attrs)
-        return super(DocumentMeta, cls).__new__(cls, name, bases, attrs)
-
-
-class IndexMeta(DocumentMeta):
-    # global flag to guard us from associating an Index with the base Document
-    # class, only user defined subclasses should have an _index attr
-    _document_initialized = False
-
-    def __new__(
-        cls: Any,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> Any:
-        new_cls = super(IndexMeta, cls).__new__(cls, name, bases, attrs)
-        if cls._document_initialized:
-            index_opts = attrs.pop("Index", None)
-            index = cls.construct_index(index_opts, bases)
-            new_cls._index = index
-            index.document(new_cls)
-        cls._document_initialized = True
-        return new_cls
-
-    @classmethod
-    def construct_index(cls, opts: Any, bases: Any) -> Any:
-        if opts is None:
-            for b in bases:
-                if hasattr(b, "_index"):
-                    return b._index
-
-            # Set None as Index name so it will set _all while making the query
-            return Index(name=None)
-
-        i = Index(getattr(opts, "name", "*"), using=getattr(opts, "using", "default"))
-        i.settings(**getattr(opts, "settings", {}))
-        i.aliases(**getattr(opts, "aliases", {}))
-        for a in getattr(opts, "analyzers", ()):
-            i.analyzer(a)
-        return i
-
-
-class DocumentOptions(object):
-    def __init__(
-        self,
-        name: str,
-        bases: Tuple[Type[ObjectBase]],
-        attrs: Any,
-    ) -> None:
-        meta = attrs.pop("Meta", None)
-
-        # create the mapping instance
-        self.mapping = getattr(meta, "mapping", Mapping())
-
-        # register all declared fields into the mapping
-        for name, value in list(iteritems(attrs)):
-            if isinstance(value, Field):
-                self.mapping.field(name, value)
-                del attrs[name]
-
-        # add all the mappings for meta fields
-        for name in dir(meta):
-            if isinstance(getattr(meta, name, None), MetaField):
-                params = getattr(meta, name)
-                self.mapping.meta(name, *params.args, **params.kwargs)
-
-        # document inheritance - include the fields from parents' mappings
-        for b in bases:
-            if hasattr(b, "_doc_type") and hasattr(b._doc_type, "mapping"):
-                self.mapping.update(b._doc_type.mapping, update_only=True)
-
-    @property
-    def name(self) -> Any:
-        return self.mapping.properties.name
-
-
-@add_metaclass(DocumentMeta)
-class InnerDoc(ObjectBase):
-    """
-    Common class for inner documents like Object or Nested
-    """
-
-    @classmethod
-    def from_opensearch(cls, data: Any, data_only: bool = False) -> Any:
-        if data_only:
-            data = {"_source": data}
-        return super(InnerDoc, cls).from_opensearch(data)
-
-
-@add_metaclass(IndexMeta)
-class Document(ObjectBase):
-    """
-    Model-like class for persisting documents in opensearch.
-    """
-
-    @classmethod
-    def _matches(cls: Any, hit: Any) -> Any:
-        if cls._index._name is None:
-            return True
-        return fnmatch(hit.get("_index", ""), cls._index._name)
-
-    @classmethod
-    def _get_using(cls: Any, using: Any = None) -> Any:
-        return using or cls._index._using
-
-    @classmethod
-    def _get_connection(cls, using: Any = None) -> Any:
-        return get_connection(cls._get_using(using))
-
-    @classmethod
-    def _default_index(cls: Any, index: Any = None) -> Any:
-        return index or cls._index._name
-
-    @classmethod
-    def init(cls: Any, index: Any = None, using: Any = None) -> None:
-        """
-        Create the index and populate the mappings in opensearch.
-        """
-        i = cls._index
-        if index:
-            i = i.clone(name=index)
-        i.save(using=using)
-
-    def _get_index(self, index: Any = None, required: bool = True) -> Any:
-        if index is None:
-            index = getattr(self.meta, "index", None)
-        if index is None:
-            index = getattr(self._index, "_name", None)
-        if index is None and required:
-            raise ValidationException("No index")
-        if index and "*" in index:
-            raise ValidationException("You cannot write to a wildcard index.")
-        return index
-
-    def __repr__(self) -> str:
-        return "{}({})".format(
-            self.__class__.__name__,
-            ", ".join(
-                "{}={!r}".format(key, getattr(self.meta, key))
-                for key in ("index", "id")
-                if key in self.meta
-            ),
-        )
-
-    @classmethod
-    def search(cls, using: Any = None, index: Any = None) -> Any:
-        """
-        Create an :class:`~opensearchpy.Search` instance that will search
-        over this ``Document``.
-        """
-        return Search(
-            using=cls._get_using(using), index=cls._default_index(index), doc_type=[cls]
-        )
-
-    @classmethod
-    def get(cls: Any, id: Any, using: Any = None, index: Any = None, **kwargs: Any) -> Any:  # type: ignore
-        """
-        Retrieve a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to be retrieved
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.get`` unchanged.
-        """
-        opensearch = cls._get_connection(using)
-        doc = opensearch.get(index=cls._default_index(index), id=id, **kwargs)
-        if not doc.get("found", False):
-            return None
-        return cls.from_opensearch(doc)
-
-    @classmethod
-    def exists(
-        cls, id: Any, using: Any = None, index: Any = None, **kwargs: Any
-    ) -> Any:
-        """
-        check if exists a single document from opensearch using its ``id``.
-
-        :arg id: ``id`` of the document to check if exists
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.exists`` unchanged.
-        """
-        opensearch = cls._get_connection(using)
-        return opensearch.exists(index=cls._default_index(index), id=id, **kwargs)
-
-    @classmethod
-    def mget(
-        cls,
-        docs: Any,
-        using: Any = None,
-        index: Any = None,
-        raise_on_error: bool = True,
-        missing: str = "none",
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Retrieve multiple document by their ``id``'s. Returns a list of instances
-        in the same order as requested.
-
-        :arg docs: list of ``id``'s of the documents to be retrieved or a list
-            of document specifications as per
-            https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/multi-get/
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg missing: what to do when one of the documents requested is not
-            found. Valid options are ``'none'`` (use ``None``), ``'raise'`` (raise
-            ``NotFoundError``) or ``'skip'`` (ignore the missing document).
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.mget`` unchanged.
-        """
-        if missing not in ("raise", "skip", "none"):
-            raise ValueError("'missing' must be 'raise', 'skip', or 'none'.")
-        opensearch = cls._get_connection(using)
-        body = {
-            "docs": [
-                doc if isinstance(doc, collections_abc.Mapping) else {"_id": doc}
-                for doc in docs
-            ]
-        }
-        results = opensearch.mget(body, index=cls._default_index(index), **kwargs)
-
-        objs: Any = []
-        error_docs: Any = []
-        missing_docs: Any = []
-        for doc in results["docs"]:
-            if doc.get("found"):
-                if error_docs or missing_docs:
-                    # We're going to raise an exception anyway, so avoid an
-                    # expensive call to cls.from_opensearch().
-                    continue
-
-                objs.append(cls.from_opensearch(doc))
-
-            elif doc.get("error"):
-                if raise_on_error:
-                    error_docs.append(doc)
-                if missing == "none":
-                    objs.append(None)
-
-            # The doc didn't cause an error, but the doc also wasn't found.
-            elif missing == "raise":
-                missing_docs.append(doc)
-            elif missing == "none":
-                objs.append(None)
-
-        if error_docs:
-            error_ids = [doc["_id"] for doc in error_docs]
-            message = "Required routing not provided for documents %s."
-            message %= ", ".join(error_ids)
-            raise RequestError(400, message, error_docs)
-        if missing_docs:
-            missing_ids = [doc["_id"] for doc in missing_docs]
-            message = "Documents %s not found." % ", ".join(missing_ids)
-            raise NotFoundError(404, message, {"docs": missing_docs})
-        return objs
-
-    def delete(self, using: Any = None, index: Any = None, **kwargs: Any) -> Any:
-        """
-        Delete the instance in opensearch.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.delete`` unchanged.
-        """
-        opensearch = self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        opensearch.delete(index=self._get_index(index), **doc_meta)
-
-    def to_dict(self, include_meta: bool = False, skip_empty: bool = True) -> Any:  # type: ignore
-        """
-        Serialize the instance into a dictionary so that it can be saved in opensearch.
-
-        :arg include_meta: if set to ``True`` will include all the metadata
-            (``_index``, ``_id`` etc). Otherwise just the document's
-            data is serialized. This is useful when passing multiple instances into
-            ``opensearchpy.helpers.bulk``.
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        """
-        d = super(Document, self).to_dict(skip_empty=skip_empty)
-        if not include_meta:
-            return d
-
-        meta = {"_" + k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # in case of to_dict include the index unlike save/update/delete
-        index = self._get_index(required=False)
-        if index is not None:
-            meta["_index"] = index
-
-        meta["_source"] = d
-        return meta
-
-    def update(
-        self,
-        using: Any = None,
-        index: Any = None,
-        detect_noop: bool = True,
-        doc_as_upsert: bool = False,
-        refresh: bool = False,
-        retry_on_conflict: Any = None,
-        script: Any = None,
-        script_id: Any = None,
-        scripted_upsert: bool = False,
-        upsert: Any = None,
-        return_doc_meta: bool = False,
-        **fields: Any,
-    ) -> Any:
-        """
-        Partial update of the document, specify fields you wish to update and
-        both the instance and the document in opensearch will be updated::
-
-            doc = MyDocument(title='Document Title!')
-            doc.save()
-            doc.update(title='New Document Title!')
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg detect_noop: Set to ``False`` to disable noop detection.
-        :arg refresh: Control when the changes made by this request are visible
-            to search. Set to ``True`` for immediate effect.
-        :arg retry_on_conflict: In between the get and indexing phases of the
-            update, it is possible that another process might have already
-            updated the same document. By default, the update will fail with a
-            version conflict exception. The retry_on_conflict parameter
-            controls how many times to retry the update before finally throwing
-            an exception.
-        :arg doc_as_upsert:  Instead of sending a partial doc plus an upsert
-            doc, setting doc_as_upsert to true will use the contents of doc as
-            the upsert value
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            index API call instead of only the operation result
-
-        :return operation result noop/updated
-        """
-        body: Any = {
-            "doc_as_upsert": doc_as_upsert,
-            "detect_noop": detect_noop,
-        }
-
-        # scripted update
-        if script or script_id:
-            if upsert is not None:
-                body["upsert"] = upsert
-
-            if script:
-                script = {"source": script}
-            else:
-                script = {"id": script_id}
-
-            script["params"] = fields
-
-            body["script"] = script
-            body["scripted_upsert"] = scripted_upsert
-
-        # partial document update
-        else:
-            if not fields:
-                raise IllegalOperation(
-                    "You cannot call update() without updating individual fields or a script. "
-                    "If you wish to update the entire object use save()."
-                )
-
-            # update given fields locally
-            merge(self, fields)
-
-            # prepare data for OpenSearch
-            values = self.to_dict()
-
-            # if fields were given: partial update
-            body["doc"] = {k: values.get(k) for k in fields.keys()}
-
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        if retry_on_conflict is not None:
-            doc_meta["retry_on_conflict"] = retry_on_conflict
-
-        # Optimistic concurrency control
-        if (
-            retry_on_conflict in (None, 0)
-            and "seq_no" in self.meta
-            and "primary_term" in self.meta
-        ):
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        meta = self._get_connection(using).update(
-            index=self._get_index(index), body=body, refresh=refresh, **doc_meta
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
-
-    def save(
-        self,
-        using: Any = None,
-        index: Any = None,
-        validate: bool = True,
-        skip_empty: bool = True,
-        return_doc_meta: bool = False,
-        **kwargs: Any,
-    ) -> Any:
-        """
-        Save the document into opensearch. If the document doesn't exist it
-        is created, it is overwritten otherwise. Returns ``True`` if this
-        operations resulted in new document being created.
-
-        :arg index: opensearch index to use, if the ``Document`` is
-            associated with an index this can be omitted.
-        :arg using: connection alias to use, defaults to ``'default'``
-        :arg validate: set to ``False`` to skip validating the document
-        :arg skip_empty: if set to ``False`` will cause empty values (``None``,
-            ``[]``, ``{}``) to be left on the document. Those values will be
-            stripped out otherwise as they make no difference in opensearch.
-        :arg return_doc_meta: set to ``True`` to return all metadata from the
-            update API call instead of only the operation result
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.index`` unchanged.
-
-        :return operation result created/updated
-        """
-        if validate:
-            self.full_clean()
-
-        opensearch = self._get_connection(using)
-        # extract routing etc from meta
-        doc_meta = {k: self.meta[k] for k in DOC_META_FIELDS if k in self.meta}
-
-        # Optimistic concurrency control
-        if "seq_no" in self.meta and "primary_term" in self.meta:
-            doc_meta["if_seq_no"] = self.meta["seq_no"]
-            doc_meta["if_primary_term"] = self.meta["primary_term"]
-
-        doc_meta.update(kwargs)
-        meta = opensearch.index(
-            index=self._get_index(index),
-            body=self.to_dict(skip_empty=skip_empty),
-            **doc_meta,
-        )
-        # update meta information from OpenSearch
-        for k in META_FIELDS:
-            if "_" + k in meta:
-                setattr(self.meta, k, meta["_" + k])
-
-        return meta if return_doc_meta else meta["result"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
deleted file mode 100644
index 7012c050b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/errors.py
+++ /dev/null
@@ -1,45 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, List
-
-from ..exceptions import OpenSearchException
-
-
-class BulkIndexError(OpenSearchException):
-    @property
-    def errors(self) -> List[Any]:
-        """List of errors from execution of the last chunk."""
-        return self.args[1]  # type: ignore
-
-
-class ScanError(OpenSearchException):
-    scroll_id: str
-
-    def __init__(self, scroll_id: str, *args: Any, **kwargs: Any) -> None:
-        super(ScanError, self).__init__(*args, **kwargs)
-        self.scroll_id = scroll_id
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
deleted file mode 100644
index a97507a36..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/faceted_search.py
+++ /dev/null
@@ -1,471 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-from datetime import datetime, timedelta
-from typing import Any, Optional
-
-from six import iteritems, itervalues
-
-from opensearchpy.helpers.aggs import A
-
-from .query import MatchAll, Nested, Range, Terms
-from .response import Response
-from .search import Search
-from .utils import AttrDict
-
-__all__ = [
-    "FacetedSearch",
-    "HistogramFacet",
-    "TermsFacet",
-    "DateHistogramFacet",
-    "RangeFacet",
-    "NestedFacet",
-]
-
-
-class Facet(object):
-    """
-    A facet on faceted search. Wraps and aggregation and provides functionality
-    to create a filter for selected values and return a list of facet values
-    from the result of the aggregation.
-    """
-
-    agg_type: Optional[str] = None
-
-    def __init__(
-        self, metric: Any = None, metric_sort: str = "desc", **kwargs: Any
-    ) -> None:
-        self.filter_values = ()
-        self._params = kwargs
-        self._metric = metric
-        if metric and metric_sort:
-            self._params["order"] = {"metric": metric_sort}
-
-    def get_aggregation(self) -> Any:
-        """
-        Return the aggregation object.
-        """
-        agg = A(self.agg_type, **self._params)
-        if self._metric:
-            agg.metric("metric", self._metric)
-        return agg
-
-    def add_filter(self, filter_values: Any) -> Any:
-        """
-        Construct a filter.
-        """
-        if not filter_values:
-            return
-
-        f = self.get_value_filter(filter_values[0])
-        for v in filter_values[1:]:
-            f |= self.get_value_filter(v)
-        return f
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        return None
-
-    def is_filtered(self, key: Any, filter_values: Any) -> bool:
-        """
-        Is a filter active on the given key.
-        """
-        return key in filter_values
-
-    def get_value(self, bucket: Any) -> Any:
-        """
-        return a value representing a bucket. Its key as default.
-        """
-        return bucket["key"]
-
-    def get_metric(self, bucket: Any) -> Any:
-        """
-        Return a metric, by default doc_count for a bucket.
-        """
-        if self._metric:
-            return bucket["metric"]["value"]
-        return bucket["doc_count"]
-
-    def get_values(self, data: Any, filter_values: Any) -> Any:
-        """
-        Turn the raw bucket data into a list of tuples containing the key,
-        number of documents and a flag indicating whether this value has been
-        selected or not.
-        """
-        out = []
-        for bucket in data.buckets:
-            key = self.get_value(bucket)
-            out.append(
-                (key, self.get_metric(bucket), self.is_filtered(key, filter_values))
-            )
-        return out
-
-
-class TermsFacet(Facet):
-    agg_type: Optional[str] = "terms"
-
-    def add_filter(self, filter_values: Any) -> Any:
-        """Create a terms filter instead of bool containing term filters."""
-        if filter_values:
-            return Terms(
-                _expand__to_dot=False, **{self._params["field"]: filter_values}
-            )
-
-
-class RangeFacet(Facet):
-    agg_type = "range"
-
-    def _range_to_dict(self, range: Any) -> Any:
-        key, range = range
-        out = {"key": key}
-        if range[0] is not None:
-            out["from"] = range[0]
-        if range[1] is not None:
-            out["to"] = range[1]
-        return out
-
-    def __init__(self, ranges: Any, **kwargs: Any) -> None:
-        super(RangeFacet, self).__init__(**kwargs)
-        self._params["ranges"] = list(map(self._range_to_dict, ranges))
-        self._params["keyed"] = False
-        self._ranges = dict(ranges)
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        f, t = self._ranges[filter_value]
-        limits = {}
-        if f is not None:
-            limits["gte"] = f
-        if t is not None:
-            limits["lt"] = t
-
-        return Range(_expand__to_dot=False, **{self._params["field"]: limits})
-
-
-class HistogramFacet(Facet):
-    agg_type = "histogram"
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        return Range(
-            _expand__to_dot=False,
-            **{
-                self._params["field"]: {
-                    "gte": filter_value,
-                    "lt": filter_value + self._params["interval"],
-                }
-            }
-        )
-
-
-def _date_interval_year(d: Any) -> Any:
-    return d.replace(
-        year=d.year + 1, day=(28 if d.month == 2 and d.day == 29 else d.day)
-    )
-
-
-def _date_interval_month(d: Any) -> Any:
-    return (d + timedelta(days=32)).replace(day=1)
-
-
-def _date_interval_week(d: Any) -> Any:
-    return d + timedelta(days=7)
-
-
-def _date_interval_day(d: Any) -> Any:
-    return d + timedelta(days=1)
-
-
-def _date_interval_hour(d: Any) -> Any:
-    return d + timedelta(hours=1)
-
-
-class DateHistogramFacet(Facet):
-    agg_type = "date_histogram"
-
-    DATE_INTERVALS = {
-        "year": _date_interval_year,
-        "1Y": _date_interval_year,
-        "month": _date_interval_month,
-        "1M": _date_interval_month,
-        "week": _date_interval_week,
-        "1w": _date_interval_week,
-        "day": _date_interval_day,
-        "1d": _date_interval_day,
-        "hour": _date_interval_hour,
-        "1h": _date_interval_hour,
-    }
-
-    def __init__(self, **kwargs: Any) -> None:
-        kwargs.setdefault("min_doc_count", 0)
-        super(DateHistogramFacet, self).__init__(**kwargs)
-
-    def get_value(self, bucket: Any) -> Any:
-        if not isinstance(bucket["key"], datetime):
-            # OpenSearch returns key=None instead of 0 for date 1970-01-01,
-            # so we need to set key to 0 to avoid TypeError exception
-            if bucket["key"] is None:
-                bucket["key"] = 0
-            # Preserve milliseconds in the datetime
-            return datetime.utcfromtimestamp(int(bucket["key"]) / 1000.0)  # type: ignore
-        else:
-            return bucket["key"]
-
-    def get_value_filter(self, filter_value: Any) -> Any:
-        for interval_type in ("calendar_interval", "fixed_interval"):
-            if interval_type in self._params:
-                break
-        else:
-            interval_type = "interval"
-
-        return Range(
-            _expand__to_dot=False,
-            **{
-                self._params["field"]: {
-                    "gte": filter_value,
-                    "lt": self.DATE_INTERVALS[self._params[interval_type]](
-                        filter_value
-                    ),
-                }
-            }
-        )
-
-
-class NestedFacet(Facet):
-    agg_type = "nested"
-
-    def __init__(self, path: Any, nested_facet: Any) -> None:
-        self._path = path
-        self._inner = nested_facet
-        super(NestedFacet, self).__init__(
-            path=path, aggs={"inner": nested_facet.get_aggregation()}
-        )
-
-    def get_values(self, data: Any, filter_values: Any) -> Any:
-        return self._inner.get_values(data.inner, filter_values)
-
-    def add_filter(self, filter_values: Any) -> Any:
-        inner_q = self._inner.add_filter(filter_values)
-        if inner_q:
-            return Nested(path=self._path, query=inner_q)
-
-
-class FacetedResponse(Response):
-    @property
-    def query_string(self) -> Any:
-        return self._faceted_search._query
-
-    @property
-    def facets(self) -> Any:
-        if not hasattr(self, "_facets"):
-            super(AttrDict, self).__setattr__("_facets", AttrDict({}))
-            for name, facet in iteritems(self._faceted_search.facets):
-                self._facets[name] = facet.get_values(
-                    getattr(getattr(self.aggregations, "_filter_" + name), name),
-                    self._faceted_search.filter_values.get(name, ()),
-                )
-        return self._facets
-
-
-class FacetedSearch(object):
-    """
-    Abstraction for creating faceted navigation searches that takes care of
-    composing the queries, aggregations and filters as needed as well as
-    presenting the results in an easy-to-consume fashion::
-
-        class BlogSearch(FacetedSearch):
-            index = 'blogs'
-            doc_types = [Blog, Post]
-            fields = ['title^5', 'category', 'description', 'body']
-
-            facets = {
-                'type': TermsFacet(field='_type'),
-                'category': TermsFacet(field='category'),
-                'weekly_posts': DateHistogramFacet(field='published_from', interval='week')
-            }
-
-            def search(self):
-                ' Override search to add your own filters '
-                s = super(BlogSearch, self).search()
-                return s.filter('term', published=True)
-
-        # when using:
-        blog_search = BlogSearch("web framework", filters={"category": "python"})
-
-        # supports pagination
-        blog_search[10:20]
-
-        response = blog_search.execute()
-
-        # easy access to aggregation results:
-        for category, hit_count, is_selected in response.facets.category:
-            print(
-                "Category %s has %d hits%s." % (
-                    category,
-                    hit_count,
-                    ' and is chosen' if is_selected else ''
-                )
-            )
-
-    """
-
-    index: Any = None
-    doc_types: Any = None
-    fields: Any = None
-    facets: Any = {}
-    using = "default"
-
-    def __init__(self, query: Any = None, filters: Any = {}, sort: Any = ()) -> None:
-        """
-        :arg query: the text to search for
-        :arg filters: facet values to filter
-        :arg sort: sort information to be passed to :class:`~opensearchpy.Search`
-        """
-        self._query = query
-        self._filters: Any = {}
-        self._sort = sort
-        self.filter_values: Any = {}
-        for name, value in iteritems(filters):
-            self.add_filter(name, value)
-
-        self._s = self.build_search()
-
-    def count(self) -> Any:
-        return self._s.count()
-
-    def __getitem__(self, k: Any) -> Any:
-        self._s = self._s[k]
-        return self
-
-    def __iter__(self) -> Any:
-        return iter(self._s)
-
-    def add_filter(self, name: Any, filter_values: Any) -> Any:
-        """
-        Add a filter for a facet.
-        """
-        # normalize the value into a list
-        if not isinstance(filter_values, (tuple, list)):
-            if filter_values is None:
-                return
-            filter_values = [
-                filter_values,
-            ]
-
-        # remember the filter values for use in FacetedResponse
-        self.filter_values[name] = filter_values
-
-        # get the filter from the facet
-        f = self.facets[name].add_filter(filter_values)
-        if f is None:
-            return
-
-        self._filters[name] = f
-
-    def search(self) -> Any:
-        """
-        Returns the base Search object to which the facets are added.
-
-        You can customize the query by overriding this method and returning a
-        modified search object.
-        """
-        s = Search(doc_type=self.doc_types, index=self.index, using=self.using)
-        return s.response_class(FacetedResponse)
-
-    def query(self, search: Any, query: Any) -> Any:
-        """
-        Add query part to ``search``.
-
-        Override this if you wish to customize the query used.
-        """
-        if query:
-            if self.fields:
-                return search.query("multi_match", fields=self.fields, query=query)
-            else:
-                return search.query("multi_match", query=query)
-        return search
-
-    def aggregate(self, search: Any) -> Any:
-        """
-        Add aggregations representing the facets selected, including potential
-        filters.
-        """
-        for f, facet in iteritems(self.facets):
-            agg = facet.get_aggregation()
-            agg_filter = MatchAll()
-            for field, filter in iteritems(self._filters):
-                if f == field:
-                    continue
-                agg_filter &= filter
-            search.aggs.bucket("_filter_" + f, "filter", filter=agg_filter).bucket(
-                f, agg
-            )
-
-    def filter(self, search: Any) -> Any:
-        """
-        Add a ``post_filter`` to the search request narrowing the results based
-        on the facet filters.
-        """
-        if not self._filters:
-            return search
-
-        post_filter = MatchAll()
-        for f in itervalues(self._filters):
-            post_filter &= f
-        return search.post_filter(post_filter)
-
-    def highlight(self, search: Any) -> Any:
-        """
-        Add highlighting for all the fields
-        """
-        return search.highlight(
-            *(f if "^" not in f else f.split("^", 1)[0] for f in self.fields)
-        )
-
-    def sort(self, search: Any) -> Any:
-        """
-        Add sorting information to the request.
-        """
-        if self._sort:
-            search = search.sort(*self._sort)
-        return search
-
-    def build_search(self) -> Any:
-        """
-        Construct the ``Search`` object.
-        """
-        s = self.search()
-        s = self.query(s, self._query)
-        s = self.filter(s)
-        if self.fields:
-            s = self.highlight(s)
-        s = self.sort(s)
-        self.aggregate(s)
-        return s
-
-    def execute(self) -> Any:
-        """
-        Execute the search and return the response.
-        """
-        r = self._s.execute()
-        r._faceted_search = self
-        return r
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
deleted file mode 100644
index f46e044d7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/field.py
+++ /dev/null
@@ -1,534 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import base64
-import collections.abc as collections_abc
-import copy
-import ipaddress
-from datetime import date, datetime
-from typing import Any, Optional, Type
-
-from dateutil import parser, tz
-from six import integer_types, iteritems, string_types
-from six.moves import map
-
-from ..exceptions import ValidationException
-from .query import Q
-from .utils import AttrDict, AttrList, DslBase
-from .wrappers import Range
-
-unicode: Type[str] = type("")
-
-
-def construct_field(name_or_field: Any, **params: Any) -> Any:
-    # {"type": "text", "analyzer": "snowball"}
-    if isinstance(name_or_field, collections_abc.Mapping):
-        if params:
-            raise ValueError(
-                "construct_field() cannot accept parameters when passing in a dict."
-            )
-        params = name_or_field.copy()  # type: ignore
-        if "type" not in params:
-            # inner object can be implicitly defined
-            if "properties" in params:
-                name = "object"
-            else:
-                raise ValueError('construct_field() needs to have a "type" key.')
-        else:
-            name = params.pop("type")
-        return Field.get_dsl_class(name)(**params)
-
-    # Text()
-    if isinstance(name_or_field, Field):
-        if params:
-            raise ValueError(
-                "construct_field() cannot accept parameters "
-                "when passing in a construct_field object."
-            )
-        return name_or_field
-
-    # "text", analyzer="snowball"
-    return Field.get_dsl_class(name_or_field)(**params)
-
-
-class Field(DslBase):
-    _type_name: str = "field"
-    _type_shortcut = staticmethod(construct_field)
-    # all fields can be multifields
-    _param_defs = {"fields": {"type": "field", "hash": True}}
-    name: Optional[str] = None
-    _coerce: bool = False
-
-    def __init__(
-        self, multi: bool = False, required: bool = False, *args: Any, **kwargs: Any
-    ) -> None:
-        """
-        :arg bool multi: specifies whether field can contain array of values
-        :arg bool required: specifies whether field is required
-        """
-        self._multi = multi
-        self._required = required
-        super(Field, self).__init__(*args, **kwargs)
-
-    def __getitem__(self, subfield: Any) -> Any:
-        return self._params.get("fields", {})[subfield]
-
-    def _serialize(self, data: Any) -> Any:
-        return data
-
-    def _deserialize(self, data: Any) -> Any:
-        return data
-
-    def _empty(self) -> None:
-        return None
-
-    def empty(self) -> Any:
-        if self._multi:
-            return AttrList([])
-        return self._empty()
-
-    def serialize(self, data: Any) -> Any:
-        if isinstance(data, (list, AttrList, tuple)):
-            return list(map(self._serialize, data))
-        return self._serialize(data)
-
-    def deserialize(self, data: Any) -> Any:
-        if isinstance(data, (list, AttrList, tuple)):
-            data = [None if d is None else self._deserialize(d) for d in data]
-            return data
-        if data is None:
-            return None
-        return self._deserialize(data)
-
-    def clean(self, data: Any) -> Any:
-        if data is not None:
-            data = self.deserialize(data)
-        if data in (None, [], {}) and self._required:
-            raise ValidationException("Value required for this field.")
-        return data
-
-    def to_dict(self) -> Any:
-        d = super(Field, self).to_dict()
-        name, value = d.popitem()
-        value["type"] = name
-        return value
-
-
-class CustomField(Field):
-    name = "custom"
-    _coerce = True
-
-    def to_dict(self) -> Any:
-        if isinstance(self.builtin_type, Field):
-            return self.builtin_type.to_dict()
-
-        d = super(CustomField, self).to_dict()
-        d["type"] = self.builtin_type
-        return d
-
-
-class Object(Field):
-    name: Optional[str] = "object"
-    _coerce: bool = True
-
-    def __init__(
-        self,
-        doc_class: Any = None,
-        dynamic: Any = None,
-        properties: Any = None,
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg document.InnerDoc doc_class: base doc class that handles mapping.
-            If no `doc_class` is provided, new instance of `InnerDoc` will be created,
-            populated with `properties` and used. Can not be provided together with `properties`
-        :arg dynamic: whether new properties may be created dynamically.
-            Valid values are `True`, `False`, `'strict'`.
-            Can not be provided together with `doc_class`.
-        :arg dict properties: used to construct underlying mapping if no `doc_class` is provided.
-            Can not be provided together with `doc_class`
-        """
-        if doc_class and (properties or dynamic is not None):
-            raise ValidationException(
-                "doc_class and properties/dynamic should not be provided together"
-            )
-        if doc_class:
-            self._doc_class: Any = doc_class
-        else:
-            # FIXME import
-            from opensearchpy.helpers.document import InnerDoc
-
-            # no InnerDoc subclass, creating one instead...
-            self._doc_class = type("InnerDoc", (InnerDoc,), {})
-            for name, field in iteritems(properties or {}):
-                self._doc_class._doc_type.mapping.field(name, field)  # type: ignore
-            if dynamic is not None:
-                self._doc_class._doc_type.mapping.meta("dynamic", dynamic)  # type: ignore
-
-        self._mapping = copy.deepcopy(self._doc_class._doc_type.mapping)
-        super(Object, self).__init__(**kwargs)
-
-    def __getitem__(self, name: Any) -> Any:
-        return self._mapping[name]
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self._mapping
-
-    def _empty(self) -> Any:
-        return self._wrap({})
-
-    def _wrap(self, data: Any) -> Any:
-        return self._doc_class.from_opensearch(data, data_only=True)
-
-    def empty(self) -> Any:
-        if self._multi:
-            return AttrList([], self._wrap)
-        return self._empty()
-
-    def to_dict(self) -> Any:
-        d = self._mapping.to_dict()
-        d.update(super(Object, self).to_dict())
-        return d
-
-    def _collect_fields(self) -> Any:
-        return self._mapping.properties._collect_fields()
-
-    def _deserialize(self, data: Any) -> Any:
-        # don't wrap already wrapped data
-        if isinstance(data, self._doc_class):
-            return data
-
-        if isinstance(data, AttrDict):
-            data = data._d_
-
-        return self._wrap(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-
-        # somebody assigned raw dict to the field, we should tolerate that
-        if isinstance(data, collections_abc.Mapping):
-            return data
-
-        return data.to_dict()
-
-    def clean(self, data: Any) -> Any:
-        data = super(Object, self).clean(data)
-        if data is None:
-            return None
-        if isinstance(data, (list, AttrList)):
-            for d in data:
-                d.full_clean()
-        else:
-            data.full_clean()
-        return data
-
-    def update(self, other: "Object", update_only: bool = False) -> None:
-        if not isinstance(other, Object):
-            # not an inner/nested object, no merge possible
-            return
-
-        self._mapping.update(other._mapping, update_only)
-
-
-class Nested(Object):
-    name: Optional[str] = "nested"
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        kwargs.setdefault("multi", True)
-        super(Nested, self).__init__(*args, **kwargs)
-
-
-class Date(Field):
-    name: Optional[str] = "date"
-    _coerce: bool = True
-
-    def __init__(self, default_timezone: Any = None, *args: Any, **kwargs: Any) -> None:
-        """
-        :arg default_timezone: timezone that will be automatically used for tz-naive values
-            May be instance of `datetime.tzinfo` or string containing TZ offset
-        """
-        self._default_timezone = default_timezone
-        if isinstance(self._default_timezone, string_types):
-            self._default_timezone = tz.gettz(self._default_timezone)
-        super(Date, self).__init__(*args, **kwargs)
-
-    def _deserialize(self, data: Any) -> Any:
-        if isinstance(data, string_types):
-            try:
-                data = parser.parse(data)
-            except Exception as e:
-                raise ValidationException(
-                    "Could not parse date from the value (%r)" % data, e
-                )
-
-        if isinstance(data, datetime):
-            if self._default_timezone and data.tzinfo is None:
-                data = data.replace(tzinfo=self._default_timezone)
-            return data
-        if isinstance(data, date):
-            return data
-        if isinstance(data, integer_types):
-            # Divide by a float to preserve milliseconds on the datetime.
-            return datetime.utcfromtimestamp(data / 1000.0)
-
-        raise ValidationException("Could not parse date from the value (%r)" % data)
-
-
-class Text(Field):
-    _param_defs = {
-        "fields": {"type": "field", "hash": True},
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-        "search_quote_analyzer": {"type": "analyzer"},
-    }
-    name: Optional[str] = "text"
-
-
-class SearchAsYouType(Field):
-    _param_defs = {
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-        "search_quote_analyzer": {"type": "analyzer"},
-    }
-    name: Optional[str] = "search_as_you_type"
-
-
-class Keyword(Field):
-    _param_defs = {
-        "fields": {"type": "field", "hash": True},
-        "search_analyzer": {"type": "analyzer"},
-        "normalizer": {"type": "normalizer"},
-    }
-    name: Optional[str] = "keyword"
-
-
-class ConstantKeyword(Keyword):
-    name: Optional[str] = "constant_keyword"
-
-
-class Boolean(Field):
-    name: Optional[str] = "boolean"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        if data == "false":
-            return False
-        return bool(data)
-
-    def clean(self, data: Any) -> Any:
-        if data is not None:
-            data = self.deserialize(data)
-        if data is None and self._required:
-            raise ValidationException("Value required for this field.")
-        return data
-
-
-class Float(Field):
-    name: Optional[str] = "float"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return float(data)
-
-
-class DenseVector(Float):
-    name: Optional[str] = "dense_vector"
-
-    def __init__(self, dims: Any, **kwargs: Any) -> None:
-        kwargs["multi"] = True
-        super(DenseVector, self).__init__(dims=dims, **kwargs)
-
-
-class SparseVector(Field):
-    name: Optional[str] = "sparse_vector"
-
-
-class HalfFloat(Float):
-    name: Optional[str] = "half_float"
-
-
-class ScaledFloat(Float):
-    name: Optional[str] = "scaled_float"
-
-    def __init__(self, scaling_factor: Any, *args: Any, **kwargs: Any) -> None:
-        super(ScaledFloat, self).__init__(
-            scaling_factor=scaling_factor, *args, **kwargs
-        )
-
-
-class Double(Float):
-    name: Optional[str] = "double"
-
-
-class RankFeature(Float):
-    name: Optional[str] = "rank_feature"
-
-
-class RankFeatures(Field):
-    name: Optional[str] = "rank_features"
-
-
-class Integer(Field):
-    name: Optional[str] = "integer"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return int(data)
-
-
-class Byte(Integer):
-    name: Optional[str] = "byte"
-
-
-class Short(Integer):
-    name: Optional[str] = "short"
-
-
-class Long(Integer):
-    name: Optional[str] = "long"
-
-
-class Ip(Field):
-    name: Optional[str] = "ip"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        # the ipaddress library for pypy only accepts unicode.
-        return ipaddress.ip_address(unicode(data))
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return str(data)
-
-
-class Binary(Field):
-    name: Optional[str] = "binary"
-    _coerce: bool = True
-
-    def clean(self, data: Any) -> Any:
-        # Binary fields are opaque, so there's not much cleaning
-        # that can be done.
-        return data
-
-    def _deserialize(self, data: Any) -> Any:
-        return base64.b64decode(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return base64.b64encode(data).decode()
-
-
-class GeoPoint(Field):
-    name: Optional[str] = "geo_point"
-
-
-class GeoShape(Field):
-    name: Optional[str] = "geo_shape"
-
-
-class Completion(Field):
-    _param_defs = {
-        "analyzer": {"type": "analyzer"},
-        "search_analyzer": {"type": "analyzer"},
-    }
-    name = "completion"
-
-
-class Percolator(Field):
-    name: Optional[str] = "percolator"
-    _coerce: bool = True
-
-    def _deserialize(self, data: Any) -> Any:
-        return Q(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        return data.to_dict()
-
-
-class RangeField(Field):
-    _coerce: bool = True
-    _core_field: Any = None
-
-    def _deserialize(self, data: Any) -> Any:
-        if isinstance(data, Range):
-            return data
-        data = dict((k, self._core_field.deserialize(v)) for k, v in iteritems(data))
-        return Range(data)
-
-    def _serialize(self, data: Any) -> Any:
-        if data is None:
-            return None
-        if not isinstance(data, collections_abc.Mapping):
-            data = data.to_dict()
-        return dict((k, self._core_field.serialize(v)) for k, v in iteritems(data))
-
-
-class IntegerRange(RangeField):
-    name: Optional[str] = "integer_range"
-    _core_field: Any = Integer()
-
-
-class FloatRange(RangeField):
-    name: Optional[str] = "float_range"
-    _core_field: Any = Float()
-
-
-class LongRange(RangeField):
-    name: Optional[str] = "long_range"
-    _core_field: Any = Long()
-
-
-class DoubleRange(RangeField):
-    name: Optional[str] = "double_range"
-    _core_field: Any = Double()
-
-
-class DateRange(RangeField):
-    name: Optional[str] = "date_range"
-    _core_field: Any = Date()
-
-
-class IpRange(Field):
-    # not a RangeField since ip_range supports CIDR ranges
-    name: Optional[str] = "ip_range"
-
-
-class Join(Field):
-    name: Optional[str] = "join"
-
-
-class TokenCount(Field):
-    name: Optional[str] = "token_count"
-
-
-class Murmur3(Field):
-    name: Optional[str] = "murmur3"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
deleted file mode 100644
index 21f5407be..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/function.py
+++ /dev/null
@@ -1,125 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from typing import Any, Optional
-
-from .utils import DslBase
-
-
-def SF(name_or_sf: Any, **params: Any) -> Any:  # pylint: disable=invalid-name
-    # {"script_score": {"script": "_score"}, "filter": {}}
-    if isinstance(name_or_sf, collections_abc.Mapping):
-        if params:
-            raise ValueError("SF() cannot accept parameters when passing in a dict.")
-        kwargs = {}
-        sf = name_or_sf.copy()  # type: ignore
-        for k in ScoreFunction._param_defs:
-            if k in name_or_sf:
-                kwargs[k] = sf.pop(k)
-
-        # not sf, so just filter+weight, which used to be boost factor
-        if not sf:
-            name = "boost_factor"
-        # {'FUNCTION': {...}}
-        elif len(sf) == 1:
-            name, params = sf.popitem()
-        else:
-            raise ValueError("SF() got an unexpected fields in the dictionary: %r" % sf)
-
-        # boost factor special case, see https://github.com/elastic/elasticsearch/issues/6343
-        if not isinstance(params, collections_abc.Mapping):
-            params = {"value": params}
-
-        # mix known params (from _param_defs) and from inside the function
-        kwargs.update(params)
-        return ScoreFunction.get_dsl_class(name)(**kwargs)
-
-    # ScriptScore(script="_score", filter=Q())
-    if isinstance(name_or_sf, ScoreFunction):
-        if params:
-            raise ValueError(
-                "SF() cannot accept parameters when passing in a ScoreFunction object."
-            )
-        return name_or_sf
-
-    # "script_score", script="_score", filter=Q()
-    return ScoreFunction.get_dsl_class(name_or_sf)(**params)
-
-
-class ScoreFunction(DslBase):
-    _type_name: str = "score_function"
-    _type_shortcut = staticmethod(SF)
-    _param_defs = {
-        "query": {"type": "query"},
-        "filter": {"type": "query"},
-        "weight": {},
-    }
-    name: Optional[str] = None
-
-    def to_dict(self) -> Any:
-        d = super(ScoreFunction, self).to_dict()
-        # filter and query dicts should be at the same level as us
-        for k in self._param_defs:
-            if k in d[self.name]:
-                d[k] = d[self.name].pop(k)
-        return d
-
-
-class ScriptScore(ScoreFunction):
-    name = "script_score"
-
-
-class BoostFactor(ScoreFunction):
-    name = "boost_factor"
-
-    def to_dict(self) -> Any:
-        d = super(BoostFactor, self).to_dict()
-        if "value" in d[self.name]:
-            d[self.name] = d[self.name].pop("value")
-        else:
-            del d[self.name]
-        return d
-
-
-class RandomScore(ScoreFunction):
-    name = "random_score"
-
-
-class FieldValueFactor(ScoreFunction):
-    name = "field_value_factor"
-
-
-class Linear(ScoreFunction):
-    name = "linear"
-
-
-class Gauss(ScoreFunction):
-    name = "gauss"
-
-
-class Exp(ScoreFunction):
-    name = "exp"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
deleted file mode 100644
index 25bc0664d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/index.py
+++ /dev/null
@@ -1,656 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any, Optional
-
-from opensearchpy.client import OpenSearch
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.helpers import analysis
-
-from ..exceptions import IllegalOperation
-from .mapping import Mapping
-from .search import Search
-from .update_by_query import UpdateByQuery
-from .utils import merge
-
-
-class IndexTemplate(object):
-    def __init__(
-        self,
-        name: Any,
-        template: Any,
-        index: Any = None,
-        order: Any = None,
-        **kwargs: Any
-    ) -> None:
-        if index is None:
-            self._index = Index(template, **kwargs)
-        else:
-            if kwargs:
-                raise ValueError(
-                    "You cannot specify options for Index when"
-                    " passing an Index instance."
-                )
-            self._index = index.clone()
-            self._index._name = template
-        self._template_name = name
-        self.order = order
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._index, attr_name)
-
-    def to_dict(self) -> Any:
-        d = self._index.to_dict()
-        d["index_patterns"] = [self._index._name]
-        if self.order is not None:
-            d["order"] = self.order
-        return d
-
-    def save(self, using: Any = None) -> Any:
-        opensearch = get_connection(using or self._index._using)
-        return opensearch.indices.put_template(
-            name=self._template_name, body=self.to_dict()
-        )
-
-
-class Index(object):
-    def __init__(self, name: Any, using: Any = "default") -> None:
-        """
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        self._name = name
-        self._doc_types: Any = []
-        self._using = using
-        self._settings: Any = {}
-        self._aliases: Any = {}
-        self._analysis: Any = {}
-        self._mapping: Any = None
-
-    def get_or_create_mapping(self) -> Any:
-        if self._mapping is None:
-            self._mapping = Mapping()
-        return self._mapping
-
-    def as_template(
-        self, template_name: Any, pattern: Any = None, order: Any = None
-    ) -> Any:
-        # TODO: should we allow pattern to be a top-level arg?
-        # or maybe have an IndexPattern that allows for it and have
-        # Document._index be that?
-        return IndexTemplate(
-            template_name, pattern or self._name, index=self, order=order
-        )
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            nested, field = doc._doc_type.mapping.resolve_nested(field_path)
-            if field is not None:
-                return nested, field
-        if self._mapping:
-            return self._mapping.resolve_nested(field_path)
-        return (), None
-
-    def resolve_field(self, field_path: Any) -> Any:
-        for doc in self._doc_types:
-            field = doc._doc_type.mapping.resolve_field(field_path)
-            if field is not None:
-                return field
-        if self._mapping:
-            return self._mapping.resolve_field(field_path)
-        return None
-
-    def load_mappings(self, using: Optional[OpenSearch] = None) -> None:
-        self.get_or_create_mapping().update_from_opensearch(
-            self._name, using=using or self._using
-        )
-
-    def clone(self, name: Any = None, using: Any = None) -> Any:
-        """
-        Create a copy of the instance with another name or connection alias.
-        Useful for creating multiple indices with shared configuration::
-
-            i = Index('base-index')
-            i.settings(number_of_shards=1)
-            i.create()
-
-            i2 = i.clone('other-index')
-            i2.create()
-
-        :arg name: name of the index
-        :arg using: connection alias to use, defaults to ``'default'``
-        """
-        i = Index(name or self._name, using=using or self._using)
-        i._settings = self._settings.copy()
-        i._aliases = self._aliases.copy()
-        i._analysis = self._analysis.copy()
-        i._doc_types = self._doc_types[:]
-        if self._mapping is not None:
-            i._mapping = self._mapping._clone()
-        return i
-
-    def _get_connection(self, using: Any = None) -> Any:
-        if self._name is None:
-            raise ValueError("You cannot perform API calls on the default index.")
-        return get_connection(using or self._using)
-
-    connection = property(_get_connection)
-
-    def mapping(self, mapping: Any) -> Any:
-        """
-        Associate a mapping (an instance of
-        :class:`~opensearchpy.Mapping`) with this index.
-        This means that, when this index is created, it will contain the
-        mappings for the document type defined by those mappings.
-        """
-        self.get_or_create_mapping().update(mapping)
-
-    def document(self, document: Any) -> Any:
-        """
-        Associate a :class:`~opensearchpy.Document` subclass with an index.
-        This means that, when this index is created, it will contain the
-        mappings for the ``Document``. If the ``Document`` class doesn't have a
-        default index yet (by defining ``class Index``), this instance will be
-        used. Can be used as a decorator::
-
-            i = Index('blog')
-
-            @i.document
-            class Post(Document):
-                title = Text()
-
-            # create the index, including Post mappings
-            i.create()
-
-            # .search() will now return a Search object that will return
-            # properly deserialized Post instances
-            s = i.search()
-        """
-        self._doc_types.append(document)
-
-        # If the document index does not have any name, that means the user
-        # did not set any index already to the document.
-        # So set this index as document index
-        if document._index._name is None:
-            document._index = self
-
-        return document
-
-    def settings(self, **kwargs: Any) -> Any:
-        """
-        Add settings to the index::
-
-            i = Index('i')
-            i.settings(number_of_shards=1, number_of_replicas=0)
-
-        Multiple calls to ``settings`` will merge the keys, later overriding
-        the earlier.
-        """
-        self._settings.update(kwargs)
-        return self
-
-    def aliases(self, **kwargs: Any) -> Any:
-        """
-        Add aliases to the index definition::
-
-            i = Index('blog-v2')
-            i.aliases(blog={}, published={'filter': Q('term', published=True)})
-        """
-        self._aliases.update(kwargs)
-        return self
-
-    def analyzer(self, *args: Any, **kwargs: Any) -> Any:
-        """
-        Explicitly add an analyzer to an index. Note that all custom analyzers
-        defined in mappings will also be created. This is useful for search analyzers.
-
-        Example::
-
-            from opensearchpy import analyzer, tokenizer
-
-            my_analyzer = analyzer('my_analyzer',
-                tokenizer=tokenizer('trigram', 'nGram', min_gram=3, max_gram=3),
-                filter=['lowercase']
-            )
-
-            i = Index('blog')
-            i.analyzer(my_analyzer)
-
-        """
-        analyzer = analysis.analyzer(*args, **kwargs)
-        d = analyzer.get_analysis_definition()
-        # empty custom analyzer, probably already defined out of our control
-        if not d:
-            return
-
-        # merge the definition
-        merge(self._analysis, d, True)
-
-    def to_dict(self) -> Any:
-        out = {}
-        if self._settings:
-            out["settings"] = self._settings
-        if self._aliases:
-            out["aliases"] = self._aliases
-        mappings: Any = self._mapping.to_dict() if self._mapping else {}
-        analysis: Any = self._mapping._collect_analysis() if self._mapping else {}
-        for d in self._doc_types:
-            mapping = d._doc_type.mapping
-            merge(mappings, mapping.to_dict(), True)
-            merge(analysis, mapping._collect_analysis(), True)
-        if mappings:
-            out["mappings"] = mappings
-        if analysis or self._analysis:
-            merge(analysis, self._analysis)
-            out.setdefault("settings", {})["analysis"] = analysis
-        return out
-
-    def search(self, using: Optional[OpenSearch] = None) -> Search:
-        """
-        Return a :class:`~opensearchpy.Search` object searching over the
-        index (or all the indices belonging to this template) and its
-        ``Document``\\s.
-        """
-        return Search(
-            using=using or self._using, index=self._name, doc_type=self._doc_types
-        )
-
-    def updateByQuery(  # pylint: disable=invalid-name
-        self, using: Optional[OpenSearch] = None
-    ) -> UpdateByQuery:
-        """
-        Return a :class:`~opensearchpy.UpdateByQuery` object searching over the index
-        (or all the indices belonging to this template) and updating Documents that match
-        the search criteria.
-
-        For more information, see here:
-        https://opensearch.org/docs/latest/opensearch/rest-api/document-apis/update-by-query/
-        """
-        return UpdateByQuery(
-            using=using or self._using,
-            index=self._name,
-        )
-
-    def create(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Creates the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.create`` unchanged.
-        """
-        return self._get_connection(using).indices.create(
-            index=self._name, body=self.to_dict(), **kwargs
-        )
-
-    def is_closed(self, using: Optional[OpenSearch] = None) -> Any:
-        state = self._get_connection(using).cluster.state(
-            index=self._name, metric="metadata"
-        )
-        return state["metadata"]["indices"][self._name]["state"] == "close"
-
-    def save(self, using: Optional[OpenSearch] = None) -> Any:
-        """
-        Sync the index definition with opensearch, creating the index if it
-        doesn't exist and updating its settings and mappings if it does.
-
-        Note some settings and mapping changes cannot be done on an open
-        index (or at all on an existing index) and for those this method will
-        fail with the underlying exception.
-        """
-        if not self.exists(using=using):
-            return self.create(using=using)
-
-        body = self.to_dict()
-        settings = body.pop("settings", {})
-        analysis = settings.pop("analysis", None)
-        current_settings = self.get_settings(using=using)[self._name]["settings"][
-            "index"
-        ]
-        if analysis:
-            if self.is_closed(using=using):
-                # closed index, update away
-                settings["analysis"] = analysis
-            else:
-                # compare analysis definition, if all analysis objects are
-                # already defined as requested, skip analysis update and
-                # proceed, otherwise raise IllegalOperation
-                existing_analysis = current_settings.get("analysis", {})
-                if any(
-                    existing_analysis.get(section, {}).get(k, None)
-                    != analysis[section][k]
-                    for section in analysis
-                    for k in analysis[section]
-                ):
-                    raise IllegalOperation(
-                        "You cannot update analysis configuration on an open index, "
-                        "you need to close index %s first." % self._name
-                    )
-
-        # try and update the settings
-        if settings:
-            settings = settings.copy()
-            for k, v in list(settings.items()):
-                if k in current_settings and current_settings[k] == str(v):
-                    del settings[k]
-
-            if settings:
-                self.put_settings(using=using, body=settings)
-
-        # update the mappings, any conflict in the mappings will result in an
-        # exception
-        mappings = body.pop("mappings", {})
-        if mappings:
-            self.put_mapping(using=using, body=mappings)
-
-    def analyze(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Perform the analysis process on a text and return the tokens breakdown
-        of the text.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.analyze`` unchanged.
-        """
-        return self._get_connection(using).indices.analyze(index=self._name, **kwargs)
-
-    def refresh(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Performs a refresh operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.refresh`` unchanged.
-        """
-        return self._get_connection(using).indices.refresh(index=self._name, **kwargs)
-
-    def flush(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Performs a flush operation on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.flush`` unchanged.
-        """
-        return self._get_connection(using).indices.flush(index=self._name, **kwargs)
-
-    def get(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The get index API allows to retrieve information about the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get`` unchanged.
-        """
-        return self._get_connection(using).indices.get(index=self._name, **kwargs)
-
-    def open(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Opens the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.open`` unchanged.
-        """
-        return self._get_connection(using).indices.open(index=self._name, **kwargs)
-
-    def close(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Closes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.close`` unchanged.
-        """
-        return self._get_connection(using).indices.close(index=self._name, **kwargs)
-
-    def delete(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Deletes the index in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.delete`` unchanged.
-        """
-        return self._get_connection(using).indices.delete(index=self._name, **kwargs)
-
-    def exists(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Returns ``True`` if the index already exists in opensearch.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.exists`` unchanged.
-        """
-        return self._get_connection(using).indices.exists(index=self._name, **kwargs)
-
-    def put_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Register specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.put_mapping(
-            index=self._name, **kwargs
-        )
-
-    def get_mapping(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve specific mapping definition for a specific type.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.get_mapping(
-            index=self._name, **kwargs
-        )
-
-    def get_field_mapping(
-        self, using: Optional[OpenSearch] = None, **kwargs: Any
-    ) -> Any:
-        """
-        Retrieve mapping definition of a specific field.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_field_mapping`` unchanged.
-        """
-        return self._get_connection(using).indices.get_field_mapping(
-            index=self._name, **kwargs
-        )
-
-    def put_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Create an alias for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.put_alias(index=self._name, **kwargs)
-
-    def exists_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Return a boolean indicating whether given alias exists for this index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.exists_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.exists_alias(
-            index=self._name, **kwargs
-        )
-
-    def get_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve a specified alias.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.get_alias(index=self._name, **kwargs)
-
-    def delete_alias(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Delete specific alias.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.delete_alias`` unchanged.
-        """
-        return self._get_connection(using).indices.delete_alias(
-            index=self._name, **kwargs
-        )
-
-    def get_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve settings for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_settings`` unchanged.
-        """
-        return self._get_connection(using).indices.get_settings(
-            index=self._name, **kwargs
-        )
-
-    def put_settings(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Change specific index level settings in real time.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.put_settings`` unchanged.
-        """
-        return self._get_connection(using).indices.put_settings(
-            index=self._name, **kwargs
-        )
-
-    def stats(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Retrieve statistics on different operations happening on the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.stats`` unchanged.
-        """
-        return self._get_connection(using).indices.stats(index=self._name, **kwargs)
-
-    def segments(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Provide low level segments information that a Lucene index (shard
-        level) is built with.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.segments`` unchanged.
-        """
-        return self._get_connection(using).indices.segments(index=self._name, **kwargs)
-
-    def validate_query(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Validate a potentially expensive query without executing it.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.validate_query`` unchanged.
-        """
-        return self._get_connection(using).indices.validate_query(
-            index=self._name, **kwargs
-        )
-
-    def clear_cache(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Clear all caches or specific cached associated with the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.clear_cache`` unchanged.
-        """
-        return self._get_connection(using).indices.clear_cache(
-            index=self._name, **kwargs
-        )
-
-    def recovery(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The indices recovery API provides insight into on-going shard
-        recoveries for the index.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.recovery`` unchanged.
-        """
-        return self._get_connection(using).indices.recovery(index=self._name, **kwargs)
-
-    def upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Upgrade the index to the latest format.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.upgrade`` unchanged.
-        """
-        return self._get_connection(using).indices.upgrade(index=self._name, **kwargs)
-
-    def get_upgrade(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Monitor how much of the index is upgraded.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.get_upgrade`` unchanged.
-        """
-        return self._get_connection(using).indices.get_upgrade(
-            index=self._name, **kwargs
-        )
-
-    def shard_stores(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        Provides store information for shard copies of the index. Store
-        information reports on which nodes shard copies exist, the shard copy
-        version, indicating how recent they are, and any exceptions encountered
-        while opening the shard index or from earlier engine failure.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.shard_stores`` unchanged.
-        """
-        return self._get_connection(using).indices.shard_stores(
-            index=self._name, **kwargs
-        )
-
-    def forcemerge(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The force merge API allows to force merging of the index through an
-        API. The merge relates to the number of segments a Lucene index holds
-        within each shard. The force merge operation allows to reduce the
-        number of segments by merging them.
-
-        This call will block until the merge is complete. If the http
-        connection is lost, the request will continue in the background, and
-        any new requests will block until the previous force merge is complete.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.forcemerge`` unchanged.
-        """
-        return self._get_connection(using).indices.forcemerge(
-            index=self._name, **kwargs
-        )
-
-    def shrink(self, using: Optional[OpenSearch] = None, **kwargs: Any) -> Any:
-        """
-        The shrink index API allows you to shrink an existing index into a new
-        index with fewer primary shards. The number of primary shards in the
-        target index must be a factor of the shards in the source index. For
-        example an index with 8 primary shards can be shrunk into 4, 2 or 1
-        primary shards or an index with 15 primary shards can be shrunk into 5,
-        3 or 1. If the number of shards in the index is a prime number it can
-        only be shrunk into a single primary shard. Before shrinking, a
-        (primary or replica) copy of every shard in the index must be present
-        on the same node.
-
-        Any additional keyword arguments will be passed to
-        ``OpenSearch.indices.shrink`` unchanged.
-        """
-        return self._get_connection(using).indices.shrink(index=self._name, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
deleted file mode 100644
index f75ef19e7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/mapping.py
+++ /dev/null
@@ -1,246 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any
-
-from six import iteritems, itervalues
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.helpers.field import Nested, Text, construct_field
-
-from .utils import DslBase
-
-META_FIELDS = frozenset(
-    (
-        "dynamic",
-        "transform",
-        "dynamic_date_formats",
-        "date_detection",
-        "numeric_detection",
-        "dynamic_templates",
-        "enabled",
-    )
-)
-
-
-class Properties(DslBase):
-    name = "properties"
-    _param_defs = {"properties": {"type": "field", "hash": True}}
-
-    def __init__(self) -> None:
-        super(Properties, self).__init__()
-
-    def __repr__(self) -> str:
-        return "Properties()"
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties[name]
-
-    def __contains__(self, name: Any) -> bool:
-        return name in self.properties
-
-    def to_dict(self) -> Any:
-        return super(Properties, self).to_dict()["properties"]
-
-    def field(self, name: Any, *args: Any, **kwargs: Any) -> "Properties":
-        self.properties[name] = construct_field(*args, **kwargs)
-        return self
-
-    def _collect_fields(self) -> Any:
-        """Iterate over all Field objects within, including multi fields."""
-        for f in itervalues(self.properties.to_dict()):
-            yield f
-            # multi fields
-            if hasattr(f, "fields"):
-                for inner_f in itervalues(f.fields.to_dict()):
-                    yield inner_f
-            # nested and inner objects
-            if hasattr(f, "_collect_fields"):
-                for inner_f in f._collect_fields():
-                    yield inner_f
-
-    def update(self, other_object: Any) -> None:
-        if not hasattr(other_object, "properties"):
-            # not an inner/nested object, no merge possible
-            return
-
-        our, other = self.properties, other_object.properties
-        for name in other:
-            if name in our:
-                if hasattr(our[name], "update"):
-                    our[name].update(other[name])
-                continue
-            our[name] = other[name]
-
-
-class Mapping(object):
-    def __init__(self) -> None:
-        self.properties = Properties()
-        self._meta: Any = {}
-
-    def __repr__(self) -> str:
-        return "Mapping()"
-
-    def _clone(self) -> Any:
-        m = Mapping()
-        m.properties._params = self.properties._params.copy()
-        return m
-
-    @classmethod
-    def from_opensearch(cls, index: Any, using: str = "default") -> Any:
-        m = cls()
-        m.update_from_opensearch(index, using)
-        return m
-
-    def resolve_nested(self, field_path: Any) -> Any:
-        field = self
-        nested = []
-        parts = field_path.split(".")
-        for i, step in enumerate(parts):
-            try:
-                field = field[step]
-            except KeyError:
-                return (), None
-            if isinstance(field, Nested):
-                nested.append(".".join(parts[: i + 1]))
-        return nested, field
-
-    def resolve_field(self, field_path: Any) -> Any:
-        field = self
-        for step in field_path.split("."):
-            try:
-                field = field[step]
-            except KeyError:
-                return None
-        return field
-
-    def _collect_analysis(self) -> Any:
-        analysis: Any = {}
-        fields: Any = []
-        if "_all" in self._meta:
-            fields.append(Text(**self._meta["_all"]))
-
-        for f in chain(fields, self.properties._collect_fields()):
-            for analyzer_name in (
-                "analyzer",
-                "normalizer",
-                "search_analyzer",
-                "search_quote_analyzer",
-            ):
-                if not hasattr(f, analyzer_name):
-                    continue
-                analyzer = getattr(f, analyzer_name)
-                d = analyzer.get_analysis_definition()
-                # empty custom analyzer, probably already defined out of our control
-                if not d:
-                    continue
-
-                # merge the definition
-                # TODO: conflict detection/resolution
-                for key in d:
-                    analysis.setdefault(key, {}).update(d[key])
-
-        return analysis
-
-    def save(self, index: Any, using: str = "default") -> Any:
-        from opensearchpy.helpers.index import Index
-
-        index = Index(index, using=using)
-        index.mapping(self)
-        return index.save()
-
-    def update_from_opensearch(self, index: Any, using: str = "default") -> None:
-        opensearch = get_connection(using)
-        raw = opensearch.indices.get_mapping(index=index)
-        _, raw = raw.popitem()
-        self._update_from_dict(raw["mappings"])
-
-    def _update_from_dict(self, raw: Any) -> None:
-        for name, definition in iteritems(raw.get("properties", {})):
-            self.field(name, definition)
-
-        # metadata like _all etc
-        for name, value in iteritems(raw):
-            if name != "properties":
-                if isinstance(value, collections_abc.Mapping):
-                    self.meta(name, **value)
-                else:
-                    self.meta(name, value)
-
-    def update(self, mapping: Any, update_only: bool = False) -> None:
-        for name in mapping:
-            if update_only and name in self:
-                # nested and inner objects, merge recursively
-                if hasattr(self[name], "update"):
-                    # FIXME only merge subfields, not the settings
-                    self[name].update(mapping[name], update_only)
-                continue
-            self.field(name, mapping[name])
-
-        if update_only:
-            for name in mapping._meta:
-                if name not in self._meta:
-                    self._meta[name] = mapping._meta[name]
-        else:
-            self._meta.update(mapping._meta)
-
-    def __contains__(self, name: Any) -> Any:
-        return name in self.properties.properties
-
-    def __getitem__(self, name: Any) -> Any:
-        return self.properties.properties[name]
-
-    def __iter__(self) -> Any:
-        return iter(self.properties.properties)
-
-    def field(self, *args: Any, **kwargs: Any) -> "Mapping":
-        self.properties.field(*args, **kwargs)
-        return self
-
-    def meta(self, name: Any, params: Any = None, **kwargs: Any) -> "Mapping":
-        if not name.startswith("_") and name not in META_FIELDS:
-            name = "_" + name
-
-        if params and kwargs:
-            raise ValueError("Meta configs cannot have both value and a dictionary.")
-
-        self._meta[name] = kwargs if params is None else params
-        return self
-
-    def to_dict(self) -> Any:
-        meta = self._meta
-
-        # hard coded serialization of analyzers in _all
-        if "_all" in meta:
-            meta = meta.copy()
-            _all = meta["_all"] = meta["_all"].copy()
-            for f in ("analyzer", "search_analyzer", "search_quote_analyzer"):
-                if hasattr(_all.get(f, None), "to_dict"):
-                    _all[f] = _all[f].to_dict()
-        meta.update(self.properties.to_dict())
-        return meta
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
deleted file mode 100644
index 1d3b6671d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/query.py
+++ /dev/null
@@ -1,526 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-from itertools import chain
-from typing import Any, Optional
-
-# 'SF' looks unused but the test suite assumes it's available
-# from this module so others are liable to do so as well.
-from ..helpers.function import SF, ScoreFunction
-from .utils import DslBase
-
-
-def Q(  # pylint: disable=invalid-name
-    name_or_query: Any = "match_all", **params: Any
-) -> Any:
-    # {"match": {"title": "python"}}
-    if isinstance(name_or_query, collections_abc.Mapping):
-        if params:
-            raise ValueError("Q() cannot accept parameters when passing in a dict.")
-        if len(name_or_query) != 1:
-            raise ValueError(
-                'Q() can only accept dict with a single query ({"match": {...}}). '
-                "Instead it got (%r)" % name_or_query
-            )
-        name, params = name_or_query.copy().popitem()  # type: ignore
-        return Query.get_dsl_class(name)(_expand__to_dot=False, **params)
-
-    # MatchAll()
-    if isinstance(name_or_query, Query):
-        if params:
-            raise ValueError(
-                "Q() cannot accept parameters when passing in a Query object."
-            )
-        return name_or_query
-
-    # s.query = Q('filtered', query=s.query)
-    if hasattr(name_or_query, "_proxied"):
-        return name_or_query._proxied
-
-    # "match", title="python"
-    return Query.get_dsl_class(name_or_query)(**params)
-
-
-class Query(DslBase):
-    _type_name: str = "query"
-    _type_shortcut = staticmethod(Q)
-    name: Optional[str] = None
-
-    def __add__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__radd__"):
-            return other.__radd__(self)
-        return Bool(must=[self, other])
-
-    def __invert__(self) -> Any:
-        return Bool(must_not=[self])
-
-    def __or__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__ror__"):
-            return other.__ror__(self)
-        return Bool(should=[self, other])
-
-    def __and__(self, other: Any) -> Any:
-        # make sure we give queries that know how to combine themselves
-        # preference
-        if hasattr(other, "__rand__"):
-            return other.__rand__(self)
-        return Bool(must=[self, other])
-
-
-class MatchAll(Query):
-    name = "match_all"
-
-    def __add__(self, other: Any) -> Any:
-        return other._clone()
-
-    __and__ = __rand__ = __radd__ = __add__
-
-    def __or__(self, other: Any) -> "MatchAll":
-        return self
-
-    __ror__ = __or__
-
-    def __invert__(self) -> Any:
-        return MatchNone()
-
-
-EMPTY_QUERY = MatchAll()
-
-
-class MatchNone(Query):
-    name = "match_none"
-
-    def __add__(self, other: Any) -> "MatchNone":
-        return self
-
-    __and__ = __rand__ = __radd__ = __add__
-
-    def __or__(self, other: Any) -> Any:
-        return other._clone()
-
-    __ror__ = __or__
-
-    def __invert__(self) -> Any:
-        return MatchAll()
-
-
-class Bool(Query):
-    name = "bool"
-    _param_defs = {
-        "must": {"type": "query", "multi": True},
-        "should": {"type": "query", "multi": True},
-        "must_not": {"type": "query", "multi": True},
-        "filter": {"type": "query", "multi": True},
-    }
-
-    def __add__(self, other: "Bool") -> Any:
-        q = self._clone()
-        if isinstance(other, Bool):
-            q.must += other.must
-            q.should += other.should
-            q.must_not += other.must_not
-            q.filter += other.filter
-        else:
-            q.must.append(other)
-        return q
-
-    __radd__ = __add__
-
-    def __or__(self, other: "Bool") -> Any:
-        for q in (self, other):
-            if isinstance(q, Bool) and not any(
-                (q.must, q.must_not, q.filter, getattr(q, "minimum_should_match", None))
-            ):
-                other = self if q is other else other
-                q = q._clone()
-                if isinstance(other, Bool) and not any(
-                    (
-                        other.must,
-                        other.must_not,
-                        other.filter,
-                        getattr(other, "minimum_should_match", None),
-                    )
-                ):
-                    q.should.extend(other.should)
-                else:
-                    q.should.append(other)
-                return q
-
-        return Bool(should=[self, other])
-
-    __ror__ = __or__
-
-    @property
-    def _min_should_match(self) -> Any:
-        return getattr(
-            self,
-            "minimum_should_match",
-            0 if not self.should or (self.must or self.filter) else 1,
-        )
-
-    def __invert__(self) -> Any:
-        # Because an empty Bool query is treated like
-        # MatchAll the inverse should be MatchNone
-        if not any(chain(self.must, self.filter, self.should, self.must_not)):
-            return MatchNone()
-
-        negations = []
-        for q in chain(self.must, self.filter):
-            negations.append(~q)
-
-        for q in self.must_not:
-            negations.append(q)
-
-        if self.should and self._min_should_match:
-            negations.append(Bool(must_not=self.should[:]))
-
-        if len(negations) == 1:
-            return negations[0]
-        return Bool(should=negations)
-
-    def __and__(self, other: "Bool") -> Any:
-        q = self._clone()
-        if isinstance(other, Bool):
-            q.must += other.must
-            q.must_not += other.must_not
-            q.filter += other.filter
-            q.should = []
-
-            # reset minimum_should_match as it will get calculated below
-            if "minimum_should_match" in q._params:
-                del q._params["minimum_should_match"]
-
-            for qx in (self, other):
-                # TODO: percentages will fail here
-                min_should_match = qx._min_should_match
-                # all subqueries are required
-                if len(qx.should) <= min_should_match:
-                    q.must.extend(qx.should)
-                # not all of them are required, use it and remember min_should_match
-                elif not q.should:
-                    q.minimum_should_match = min_should_match
-                    q.should = qx.should
-                # all queries are optional, just extend should
-                elif q._min_should_match == 0 and min_should_match == 0:
-                    q.should.extend(qx.should)
-                # not all are required, add a should list to the must with proper min_should_match
-                else:
-                    q.must.append(
-                        Bool(should=qx.should, minimum_should_match=min_should_match)
-                    )
-        else:
-            if not (q.must or q.filter) and q.should:
-                q._params.setdefault("minimum_should_match", 1)
-            q.must.append(other)
-        return q
-
-    __rand__ = __and__
-
-
-class FunctionScore(Query):
-    name = "function_score"
-    _param_defs = {
-        "query": {"type": "query"},
-        "filter": {"type": "query"},
-        "functions": {"type": "score_function", "multi": True},
-    }
-
-    def __init__(self, **kwargs: Any) -> None:
-        if "functions" in kwargs:
-            pass
-        else:
-            fns = kwargs["functions"] = []
-            for name in ScoreFunction._classes:
-                if name in kwargs:
-                    fns.append({name: kwargs.pop(name)})
-        super(FunctionScore, self).__init__(**kwargs)
-
-
-# compound queries
-class Boosting(Query):
-    name = "boosting"
-    _param_defs = {"positive": {"type": "query"}, "negative": {"type": "query"}}
-
-
-class ConstantScore(Query):
-    name = "constant_score"
-    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
-
-
-class DisMax(Query):
-    name = "dis_max"
-    _param_defs = {"queries": {"type": "query", "multi": True}}
-
-
-class Filtered(Query):
-    name = "filtered"
-    _param_defs = {"query": {"type": "query"}, "filter": {"type": "query"}}
-
-
-class Indices(Query):
-    name = "indices"
-    _param_defs = {"query": {"type": "query"}, "no_match_query": {"type": "query"}}
-
-
-class Percolate(Query):
-    name = "percolate"
-
-
-# relationship queries
-class Nested(Query):
-    name = "nested"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class HasChild(Query):
-    name = "has_child"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class HasParent(Query):
-    name = "has_parent"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class TopChildren(Query):
-    name = "top_children"
-    _param_defs = {"query": {"type": "query"}}
-
-
-# compount span queries
-class SpanFirst(Query):
-    name = "span_first"
-    _param_defs = {"match": {"type": "query"}}
-
-
-class SpanMulti(Query):
-    name = "span_multi"
-    _param_defs = {"match": {"type": "query"}}
-
-
-class SpanNear(Query):
-    name = "span_near"
-    _param_defs = {"clauses": {"type": "query", "multi": True}}
-
-
-class SpanNot(Query):
-    name = "span_not"
-    _param_defs = {"exclude": {"type": "query"}, "include": {"type": "query"}}
-
-
-class SpanOr(Query):
-    name = "span_or"
-    _param_defs = {"clauses": {"type": "query", "multi": True}}
-
-
-class FieldMaskingSpan(Query):
-    name = "field_masking_span"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class SpanContaining(Query):
-    name = "span_containing"
-    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
-
-
-# Original implementation contained
-# a typo: remove in v8.0.
-SpanContainining = SpanContaining
-
-
-class SpanWithin(Query):
-    name = "span_within"
-    _param_defs = {"little": {"type": "query"}, "big": {"type": "query"}}
-
-
-# core queries
-class Common(Query):
-    name = "common"
-
-
-class Fuzzy(Query):
-    name = "fuzzy"
-
-
-class FuzzyLikeThis(Query):
-    name = "fuzzy_like_this"
-
-
-class FuzzyLikeThisField(Query):
-    name = "fuzzy_like_this_field"
-
-
-class RankFeature(Query):
-    name = "rank_feature"
-
-
-class DistanceFeature(Query):
-    name = "distance_feature"
-
-
-class GeoBoundingBox(Query):
-    name = "geo_bounding_box"
-
-
-class GeoDistance(Query):
-    name = "geo_distance"
-
-
-class GeoDistanceRange(Query):
-    name = "geo_distance_range"
-
-
-class GeoPolygon(Query):
-    name = "geo_polygon"
-
-
-class GeoShape(Query):
-    name = "geo_shape"
-
-
-class GeohashCell(Query):
-    name = "geohash_cell"
-
-
-class Ids(Query):
-    name = "ids"
-
-
-class Intervals(Query):
-    name = "intervals"
-
-
-class Limit(Query):
-    name = "limit"
-
-
-class Match(Query):
-    name = "match"
-
-
-class MatchPhrase(Query):
-    name = "match_phrase"
-
-
-class MatchPhrasePrefix(Query):
-    name = "match_phrase_prefix"
-
-
-class MatchBoolPrefix(Query):
-    name = "match_bool_prefix"
-
-
-class Exists(Query):
-    name = "exists"
-
-
-class MoreLikeThis(Query):
-    name = "more_like_this"
-
-
-class MoreLikeThisField(Query):
-    name = "more_like_this_field"
-
-
-class MultiMatch(Query):
-    name = "multi_match"
-
-
-class Prefix(Query):
-    name = "prefix"
-
-
-class QueryString(Query):
-    name = "query_string"
-
-
-class Range(Query):
-    name = "range"
-
-
-class Regexp(Query):
-    name = "regexp"
-
-
-class Shape(Query):
-    name = "shape"
-
-
-class SimpleQueryString(Query):
-    name = "simple_query_string"
-
-
-class SpanTerm(Query):
-    name = "span_term"
-
-
-class Template(Query):
-    name = "template"
-
-
-class Term(Query):
-    name = "term"
-
-
-class Terms(Query):
-    name = "terms"
-
-
-class TermsSet(Query):
-    name = "terms_set"
-
-
-class Wildcard(Query):
-    name = "wildcard"
-
-
-class Script(Query):
-    name = "script"
-
-
-class ScriptScore(Query):
-    name = "script_score"
-    _param_defs = {"query": {"type": "query"}}
-
-
-class Type(Query):
-    name = "type"
-
-
-class ParentId(Query):
-    name = "parent_id"
-
-
-class Wrapper(Query):
-    name = "wrapper"
-
-
-__all__ = ["SF"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
deleted file mode 100644
index 4858f9512..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/__init__.py
+++ /dev/null
@@ -1,130 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, AttrList, _wrap
-from .hit import Hit, HitMeta
-
-
-class Response(AttrDict):
-    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
-        super(AttrDict, self).__setattr__("_search", search)
-        super(AttrDict, self).__setattr__("_doc_class", doc_class)
-        super(Response, self).__init__(response)
-
-    def __iter__(self) -> Any:
-        return iter(self.hits)
-
-    def __getitem__(self, key: Any) -> Any:
-        if isinstance(key, (slice, int)):
-            # for slicing etc
-            return self.hits[key]
-        return super(Response, self).__getitem__(key)
-
-    def __nonzero__(self) -> Any:
-        return bool(self.hits)
-
-    __bool__ = __nonzero__
-
-    def __repr__(self) -> str:
-        return "<Response: %r>" % (self.hits or self.aggregations)
-
-    def __len__(self) -> int:
-        return len(self.hits)
-
-    def __getstate__(self) -> Any:
-        return self._d_, self._search, self._doc_class
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("_d_", state[0])
-        super(AttrDict, self).__setattr__("_search", state[1])
-        super(AttrDict, self).__setattr__("_doc_class", state[2])
-
-    def success(self) -> bool:
-        return self._shards.total == self._shards.successful and not self.timed_out
-
-    @property
-    def hits(self) -> Any:
-        if not hasattr(self, "_hits"):
-            h = self._d_["hits"]
-
-            try:
-                hits = AttrList(map(self._search._get_result, h["hits"]))
-            except AttributeError as e:
-                # avoid raising AttributeError since it will be hidden by the property
-                raise TypeError("Could not parse hits.", e)
-
-            # avoid assigning _hits into self._d_
-            super(AttrDict, self).__setattr__("_hits", hits)
-            for k in h:
-                setattr(self._hits, k, _wrap(h[k]))
-        return self._hits
-
-    @property
-    def aggregations(self) -> Any:
-        return self.aggs
-
-    @property
-    def aggs(self) -> Any:
-        if not hasattr(self, "_aggs"):
-            aggs = AggResponse(
-                self._search.aggs, self._search, self._d_.get("aggregations", {})
-            )
-
-            # avoid assigning _aggs into self._d_
-            super(AttrDict, self).__setattr__("_aggs", aggs)
-        return self._aggs
-
-
-class AggResponse(AttrDict):
-    def __init__(self, aggs: Any, search: Any, data: Any) -> None:
-        super(AttrDict, self).__setattr__("_meta", {"search": search, "aggs": aggs})
-        super(AggResponse, self).__init__(data)
-
-    def __getitem__(self, attr_name: Any) -> Any:
-        if attr_name in self._meta["aggs"]:
-            # don't do self._meta['aggs'][attr_name] to avoid copying
-            agg = self._meta["aggs"].aggs[attr_name]
-            return agg.result(self._meta["search"], self._d_[attr_name])
-        return super(AggResponse, self).__getitem__(attr_name)
-
-    def __iter__(self) -> Any:
-        for name in self._meta["aggs"]:
-            yield self[name]
-
-
-class UpdateByQueryResponse(AttrDict):
-    def __init__(self, search: Any, response: Any, doc_class: Any = None) -> None:
-        super(AttrDict, self).__setattr__("_search", search)
-        super(AttrDict, self).__setattr__("_doc_class", doc_class)
-        super(UpdateByQueryResponse, self).__init__(response)
-
-    def success(self) -> bool:
-        return not self.timed_out and not self.failures
-
-
-__all__ = ["Response", "AggResponse", "UpdateByQueryResponse", "Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
deleted file mode 100644
index f52208e63..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/aggs.py
+++ /dev/null
@@ -1,94 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, AttrList
-from . import AggResponse, Response
-
-
-class Bucket(AggResponse):
-    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
-        super(Bucket, self).__init__(aggs, search, data)
-
-
-class FieldBucket(Bucket):
-    def __init__(self, aggs: Any, search: Any, data: Any, field: Any = None) -> None:
-        if field:
-            data["key"] = field.deserialize(data["key"])
-        super(FieldBucket, self).__init__(aggs, search, data, field)
-
-
-class BucketData(AggResponse):
-    _bucket_class = Bucket
-
-    def _wrap_bucket(self, data: Any) -> Any:
-        return self._bucket_class(
-            self._meta["aggs"],
-            self._meta["search"],
-            data,
-            field=self._meta.get("field"),
-        )
-
-    def __iter__(self) -> Any:
-        return iter(self.buckets)
-
-    def __len__(self) -> int:
-        return len(self.buckets)
-
-    def __getitem__(self, key: Any) -> Any:
-        if isinstance(key, (int, slice)):
-            return self.buckets[key]
-        return super(BucketData, self).__getitem__(key)
-
-    @property
-    def buckets(self) -> Any:
-        if not hasattr(self, "_buckets"):
-            field = getattr(self._meta["aggs"], "field", None)
-            if field:
-                self._meta["field"] = self._meta["search"]._resolve_field(field)
-            bs = self._d_["buckets"]
-            if isinstance(bs, list):
-                bs = AttrList(bs, obj_wrapper=self._wrap_bucket)
-            else:
-                bs = AttrDict({k: self._wrap_bucket(bs[k]) for k in bs})
-            super(AttrDict, self).__setattr__("_buckets", bs)
-        return self._buckets
-
-
-class FieldBucketData(BucketData):
-    _bucket_class = FieldBucket
-
-
-class TopHitsData(Response):
-    def __init__(self, agg: Any, search: Any, data: Any) -> None:
-        super(AttrDict, self).__setattr__(
-            "meta", AttrDict({"agg": agg, "search": search})
-        )
-        super(TopHitsData, self).__init__(search, data)
-
-
-__all__ = ["AggResponse"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
deleted file mode 100644
index 319a886fd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/response/hit.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from ..utils import AttrDict, HitMeta
-
-
-class Hit(AttrDict):
-    def __init__(self, document: Any) -> None:
-        data = {}
-        if "_source" in document:
-            data = document["_source"]
-        if "fields" in document:
-            data.update(document["fields"])
-
-        super(Hit, self).__init__(data)
-        # assign meta as attribute and not as key in self._d_
-        super(AttrDict, self).__setattr__("meta", HitMeta(document))
-
-    def __getstate__(self) -> Any:
-        # add self.meta since it is not in self.__dict__
-        return super(Hit, self).__getstate__() + (self.meta,)
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("meta", state[-1])
-        super(Hit, self).__setstate__(state[:-1])
-
-    def __dir__(self) -> Any:
-        # be sure to expose meta in dir(self)
-        return super(Hit, self).__dir__() + ["meta"]
-
-    def __repr__(self) -> str:
-        return "<Hit({}): {}>".format(
-            "/".join(
-                getattr(self.meta, key) for key in ("index", "id") if key in self.meta
-            ),
-            super(Hit, self).__repr__(),
-        )
-
-
-__all__ = ["Hit", "HitMeta"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
deleted file mode 100644
index 5693e9160..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/search.py
+++ /dev/null
@@ -1,868 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import collections.abc as collections_abc
-import copy
-from typing import Any
-
-from six import iteritems, string_types
-
-from opensearchpy.connection.connections import get_connection
-from opensearchpy.exceptions import TransportError
-from opensearchpy.helpers import scan
-
-from ..exceptions import IllegalOperation
-from ..helpers.query import Bool, Q
-from .aggs import A, AggBase
-from .response import Hit, Response
-from .utils import AttrDict, DslBase, recursive_to_dict
-
-
-class QueryProxy(object):
-    """
-    Simple proxy around DSL objects (queries) that can be called
-    (to add query/post_filter) and also allows attribute access which is proxied to
-    the wrapped query.
-    """
-
-    def __init__(self, search: Any, attr_name: Any) -> None:
-        self._search = search
-        self._proxied: Any = None
-        self._attr_name = attr_name
-
-    def __nonzero__(self) -> bool:
-        return self._proxied is not None
-
-    __bool__ = __nonzero__
-
-    def __call__(self, *args: Any, **kwargs: Any) -> Any:
-        s = self._search._clone()
-
-        # we cannot use self._proxied since we just cloned self._search and
-        # need to access the new self on the clone
-        proxied = getattr(s, self._attr_name)
-        if proxied._proxied is None:
-            proxied._proxied = Q(*args, **kwargs)
-        else:
-            proxied._proxied &= Q(*args, **kwargs)
-
-        # always return search to be chainable
-        return s
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        return getattr(self._proxied, attr_name)
-
-    def __setattr__(self, attr_name: Any, value: Any) -> None:
-        if not attr_name.startswith("_"):
-            self._proxied = Q(self._proxied.to_dict())
-            setattr(self._proxied, attr_name, value)
-        super(QueryProxy, self).__setattr__(attr_name, value)
-
-    def __getstate__(self) -> Any:
-        return self._search, self._proxied, self._attr_name
-
-    def __setstate__(self, state: Any) -> None:
-        self._search, self._proxied, self._attr_name = state
-
-
-class ProxyDescriptor(object):
-    """
-    Simple descriptor to enable setting of queries and filters as:
-
-        s = Search()
-        s.query = Q(...)
-
-    """
-
-    def __init__(self, name: str) -> None:
-        self._attr_name = "_%s_proxy" % name
-
-    def __get__(self, instance: Any, owner: Any) -> Any:
-        return getattr(instance, self._attr_name)
-
-    def __set__(self, instance: Any, value: Any) -> None:
-        proxy = getattr(instance, self._attr_name)
-        proxy._proxied = Q(value)
-
-
-class AggsProxy(AggBase, DslBase):
-    name = "aggs"
-
-    def __init__(self, search: Any) -> None:
-        self._base = self
-        self._search = search
-        self._params = {"aggs": {}}
-
-    def to_dict(self) -> Any:
-        return super(AggsProxy, self).to_dict().get("aggs", {})
-
-
-class Request(object):
-    _doc_type: Any
-    _doc_type_map: Any
-
-    def __init__(
-        self,
-        using: str = "default",
-        index: Any = None,
-        doc_type: Any = None,
-        extra: Any = None,
-    ) -> None:
-        self._using = using
-
-        self._index = None
-        if isinstance(index, (tuple, list)):
-            self._index = list(index)
-        elif index:
-            self._index = [index]
-
-        self._doc_type = []
-        self._doc_type_map = {}
-        if isinstance(doc_type, (tuple, list)):
-            self._doc_type.extend(doc_type)
-        elif isinstance(doc_type, collections_abc.Mapping):
-            self._doc_type.extend(doc_type.keys())
-            self._doc_type_map.update(doc_type)
-        elif doc_type:
-            self._doc_type.append(doc_type)
-
-        self._params: Any = {}
-        self._extra: Any = extra or {}
-
-    def __eq__(self: Any, other: Any) -> bool:
-        return (
-            isinstance(other, Request)
-            and other._params == self._params
-            and other._index == self._index
-            and other._doc_type == self._doc_type
-            and other.to_dict() == self.to_dict()  # type: ignore
-        )
-
-    def __copy__(self) -> Any:
-        return self._clone()
-
-    def params(self, **kwargs: Any) -> Any:
-        """
-        Specify query params to be used when executing the search. All the
-        keyword arguments will override the current values.
-
-        Example::
-
-            s = Search()
-            s = s.params(routing='user-1', preference='local')
-        """
-        s = self._clone()
-        s._params.update(kwargs)
-        return s
-
-    def index(self, *index: Any) -> Any:
-        """
-        Set the index for the search. If called empty it will remove all information.
-
-        Example:
-
-            s = Search()
-            s = s.index('twitter-2015.01.01', 'twitter-2015.01.02')
-            s = s.index(['twitter-2015.01.01', 'twitter-2015.01.02'])
-        """
-        # .index() resets
-        s = self._clone()
-        if not index:
-            s._index = None
-        else:
-            indexes = []
-            for i in index:
-                if isinstance(i, string_types):
-                    indexes.append(i)
-                elif isinstance(i, list):
-                    indexes += i
-                elif isinstance(i, tuple):
-                    indexes += list(i)
-
-            s._index = (self._index or []) + indexes
-
-        return s
-
-    def _resolve_field(self, path: Any) -> Any:
-        for dt in self._doc_type:
-            if not hasattr(dt, "_index"):
-                continue
-            field = dt._index.resolve_field(path)
-            if field is not None:
-                return field
-
-    def _resolve_nested(self, hit: Any, parent_class: Any = None) -> Any:
-        doc_class = Hit
-
-        nested_path: Any = []
-        nesting = hit["_nested"]
-        while nesting and "field" in nesting:
-            nested_path.append(nesting["field"])
-            nesting = nesting.get("_nested")
-        nested_path = ".".join(nested_path)
-
-        if hasattr(parent_class, "_index"):
-            nested_field = parent_class._index.resolve_field(nested_path)
-        else:
-            nested_field = self._resolve_field(nested_path)
-
-        if nested_field is not None:
-            return nested_field._doc_class
-
-        return doc_class
-
-    def _get_result(self, hit: Any, parent_class: Any = None) -> Any:
-        doc_class = Hit
-        dt = hit.get("_type")
-
-        if "_nested" in hit:
-            doc_class = self._resolve_nested(hit, parent_class)
-
-        elif dt in self._doc_type_map:
-            doc_class = self._doc_type_map[dt]
-
-        else:
-            for doc_type in self._doc_type:
-                if hasattr(doc_type, "_matches") and doc_type._matches(hit):
-                    doc_class = doc_type
-                    break
-
-        for t in hit.get("inner_hits", ()):
-            hit["inner_hits"][t] = Response(
-                self, hit["inner_hits"][t], doc_class=doc_class
-            )
-
-        callback = getattr(doc_class, "from_opensearch", doc_class)
-        return callback(hit)
-
-    def doc_type(self, *doc_type: Any, **kwargs: Any) -> Any:
-        """
-        Set the type to search through. You can supply a single value or
-        multiple. Values can be strings or subclasses of ``Document``.
-
-        You can also pass in any keyword arguments, mapping a doc_type to a
-        callback that should be used instead of the Hit class.
-
-        If no doc_type is supplied any information stored on the instance will
-        be erased.
-
-        Example:
-
-            s = Search().doc_type('product', 'store', User, custom=my_callback)
-        """
-        # .doc_type() resets
-        s = self._clone()
-        if not doc_type and not kwargs:
-            s._doc_type = []
-            s._doc_type_map = {}
-        else:
-            s._doc_type.extend(doc_type)
-            s._doc_type.extend(kwargs.keys())
-            s._doc_type_map.update(kwargs)
-        return s
-
-    def using(self, client: Any) -> Any:
-        """
-        Associate the search request with an opensearch client. A fresh copy
-        will be returned with current instance remaining unchanged.
-
-        :arg client: an instance of ``opensearchpy.OpenSearch`` to use or
-            an alias to look up in ``opensearchpy.connections``
-
-        """
-        s = self._clone()
-        s._using = client
-        return s
-
-    def extra(self, **kwargs: Any) -> Any:
-        """
-        Add extra keys to the request body. Mostly here for backwards
-        compatibility.
-        """
-        s = self._clone()
-        if "from_" in kwargs:
-            kwargs["from"] = kwargs.pop("from_")
-        s._extra.update(kwargs)
-        return s
-
-    def _clone(self) -> Any:
-        s = self.__class__(
-            using=self._using, index=self._index, doc_type=self._doc_type
-        )
-        s._doc_type_map = self._doc_type_map.copy()
-        s._extra = self._extra.copy()
-        s._params = self._params.copy()
-        return s
-
-
-class Search(Request):
-    query = ProxyDescriptor("query")
-    post_filter = ProxyDescriptor("post_filter")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Search request to opensearch.
-
-        :arg using: `OpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-        """
-        super(Search, self).__init__(**kwargs)
-
-        self.aggs = AggsProxy(self)
-        self._sort: Any = []
-        self._collapse: Any = {}
-        self._source: Any = None
-        self._highlight: Any = {}
-        self._highlight_opts: Any = {}
-        self._suggest: Any = {}
-        self._script_fields: Any = {}
-        self._response_class = Response
-
-        self._query_proxy = QueryProxy(self, "query")
-        self._post_filter_proxy = QueryProxy(self, "post_filter")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    def __iter__(self) -> Any:
-        """
-        Iterate over the hits.
-        """
-        return iter(self.execute())
-
-    def __getitem__(self, n: Any) -> Any:
-        """
-        Support slicing the `Search` instance for pagination.
-
-        Slicing equates to the from/size parameters. E.g.::
-
-            s = Search().query(...)[0:25]
-
-        is equivalent to::
-
-            s = Search().query(...).extra(from_=0, size=25)
-
-        """
-        s = self._clone()
-
-        if isinstance(n, slice):
-            # If negative slicing, abort.
-            if n.start and n.start < 0 or n.stop and n.stop < 0:
-                raise ValueError("Search does not support negative slicing.")
-            # OpenSearch won't get all results so we default to size: 10 if
-            # stop not given.
-            s._extra["from"] = n.start or 0
-            s._extra["size"] = max(
-                0, n.stop - (n.start or 0) if n.stop is not None else 10
-            )
-            return s
-        else:  # This is an index lookup, equivalent to slicing by [n:n+1].
-            # If negative index, abort.
-            if n < 0:
-                raise ValueError("Search does not support negative indexing.")
-            s._extra["from"] = n
-            s._extra["size"] = 1
-            return s
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `Search` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            s = Search.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "aggs": {...}
-            })
-            s = s.filter('term', published=True)
-        """
-        s = cls()
-        s.update_from_dict(d)
-        return s
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        s = super(Search, self)._clone()
-
-        s._response_class = self._response_class
-        s._sort = self._sort[:]
-        s._source = copy.copy(self._source) if self._source is not None else None
-        s._highlight = self._highlight.copy()
-        s._highlight_opts = self._highlight_opts.copy()
-        s._suggest = self._suggest.copy()
-        s._script_fields = self._script_fields.copy()
-        for x in ("query", "post_filter"):
-            getattr(s, x)._proxied = getattr(self, x)._proxied
-
-        # copy top-level bucket definitions
-        if self.aggs._params.get("aggs"):
-            s.aggs._params = {"aggs": self.aggs._params["aggs"].copy()}
-        return s
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        s = self._clone()
-        s._response_class = cls
-        return s
-
-    def update_from_dict(self, d: Any) -> "Search":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "post_filter" in d:
-            self.post_filter._proxied = Q(d.pop("post_filter"))
-
-        aggs = d.pop("aggs", d.pop("aggregations", {}))
-        if aggs:
-            self.aggs._params = {
-                "aggs": {name: A(value) for (name, value) in iteritems(aggs)}
-            }
-        if "sort" in d:
-            self._sort = d.pop("sort")
-        if "_source" in d:
-            self._source = d.pop("_source")
-        if "highlight" in d:
-            high = d.pop("highlight").copy()
-            self._highlight = high.pop("fields")
-            self._highlight_opts = high
-        if "suggest" in d:
-            self._suggest = d.pop("suggest")
-            if "text" in self._suggest:
-                text = self._suggest.pop("text")
-                for s in self._suggest.values():
-                    s.setdefault("text", text)
-        if "script_fields" in d:
-            self._script_fields = d.pop("script_fields")
-        self._extra.update(d)
-        return self
-
-    def script_fields(self, **kwargs: Any) -> Any:
-        """
-        Define script fields to be calculated on hits.
-
-        Example::
-
-            s = Search()
-            s = s.script_fields(times_two="doc['field'].value * 2")
-            s = s.script_fields(
-                times_three={
-                    'script': {
-                        'lang': 'painless',
-                        'source': "doc['field'].value * params.n",
-                        'params': {'n': 3}
-                    }
-                }
-            )
-
-        """
-        s = self._clone()
-        for name in kwargs:
-            if isinstance(kwargs[name], string_types):
-                kwargs[name] = {"script": kwargs[name]}
-        s._script_fields.update(kwargs)
-        return s
-
-    def source(self, fields: Any = None, **kwargs: Any) -> Any:
-        """
-        Selectively control how the _source field is returned.
-
-        :arg fields: wildcard string, array of wildcards, or dictionary of includes and excludes
-
-        If ``fields`` is None, the entire document will be returned for
-        each hit.  If fields is a dictionary with keys of 'includes' and/or
-        'excludes' the fields will be either included or excluded appropriately.
-
-        Calling this multiple times with the same named parameter will override the
-        previous values with the new ones.
-
-        Example::
-
-            s = Search()
-            s = s.source(includes=['obj1.*'], excludes=["*.description"])
-
-            s = Search()
-            s = s.source(includes=['obj1.*']).source(excludes=["*.description"])
-
-        """
-        s = self._clone()
-
-        if fields and kwargs:
-            raise ValueError("You cannot specify fields and kwargs at the same time.")
-
-        if fields is not None:
-            s._source = fields
-            return s
-
-        if kwargs and not isinstance(s._source, dict):
-            s._source = {}
-
-        for key, value in kwargs.items():
-            if value is None:
-                try:
-                    del s._source[key]
-                except KeyError:
-                    pass
-            else:
-                s._source[key] = value
-
-        return s
-
-    def sort(self, *keys: Any) -> Any:
-        """
-        Add sorting information to the search request. If called without
-        arguments it will remove all sort requirements. Otherwise it will
-        replace them. Acceptable arguments are::
-
-            'some.field'
-            '-some.other.field'
-            {'different.field': {'any': 'dict'}}
-
-        so for example::
-
-            s = Search().sort(
-                'category',
-                '-title',
-                {"price" : {"order" : "asc", "mode" : "avg"}}
-            )
-
-        will sort by ``category``, ``title`` (in descending order) and
-        ``price`` in ascending order using the ``avg`` mode.
-
-        The API returns a copy of the Search object and can thus be chained.
-        """
-        s = self._clone()
-        s._sort = []
-        for k in keys:
-            if isinstance(k, string_types) and k.startswith("-"):
-                if k[1:] == "_score":
-                    raise IllegalOperation("Sorting by `-_score` is not allowed.")
-                k = {k[1:]: {"order": "desc"}}
-            s._sort.append(k)
-        return s
-
-    def collapse(
-        self,
-        field: Any = None,
-        inner_hits: Any = None,
-        max_concurrent_group_searches: Any = None,
-    ) -> Any:
-        """
-        Add collapsing information to the search request.
-
-        If called without providing ``field``, it will remove all collapse
-        requirements, otherwise it will replace them with the provided
-        arguments.
-
-        The API returns a copy of the Search object and can thus be chained.
-        """
-        s = self._clone()
-        s._collapse = {}
-
-        if field is None:
-            return s
-
-        s._collapse["field"] = field
-        if inner_hits:
-            s._collapse["inner_hits"] = inner_hits
-        if max_concurrent_group_searches:
-            s._collapse["max_concurrent_group_searches"] = max_concurrent_group_searches
-        return s
-
-    def highlight_options(self, **kwargs: Any) -> Any:
-        """
-        Update the global highlighting options used for this request. For
-        example::
-
-            s = Search()
-            s = s.highlight_options(order='score')
-        """
-        s = self._clone()
-        s._highlight_opts.update(kwargs)
-        return s
-
-    def highlight(self, *fields: Any, **kwargs: Any) -> Any:
-        """
-        Request highlighting of some fields. All keyword arguments passed in will be
-        used as parameters for all the fields in the ``fields`` parameter. Example::
-
-            Search().highlight('title', 'body', fragment_size=50)
-
-        will produce the equivalent of::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 50},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        If you want to have different options for different fields
-        you can call ``highlight`` twice::
-
-            Search().highlight('title', fragment_size=50).highlight('body', fragment_size=100)
-
-        which will produce::
-
-            {
-                "highlight": {
-                    "fields": {
-                        "body": {"fragment_size": 100},
-                        "title": {"fragment_size": 50}
-                    }
-                }
-            }
-
-        """
-        s = self._clone()
-        for f in fields:
-            s._highlight[f] = kwargs
-        return s
-
-    def suggest(self, name: Any, text: Any, **kwargs: Any) -> Any:
-        """
-        Add a suggestions request to the search.
-
-        :arg name: name of the suggestion
-        :arg text: text to suggest on
-
-        All keyword arguments will be added to the suggestions body. For example::
-
-            s = Search()
-            s = s.suggest('suggestion-1', 'OpenSearch', term={'field': 'body'})
-        """
-        s = self._clone()
-        s._suggest[name] = {"text": text}
-        s._suggest[name].update(kwargs)
-        return s
-
-    def to_dict(self, count: bool = False, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request's body.
-
-        :arg count: a flag to specify if we are interested in a body for count -
-            no aggregations, no pagination bounds etc.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        # count request doesn't care for sorting and other things
-        if not count:
-            if self.post_filter:
-                d["post_filter"] = self.post_filter.to_dict()
-
-            if self.aggs.aggs:
-                d.update(self.aggs.to_dict())
-
-            if self._sort:
-                d["sort"] = self._sort
-
-            if self._collapse:
-                d["collapse"] = self._collapse
-
-            d.update(recursive_to_dict(self._extra))
-
-            if self._source not in (None, {}):
-                d["_source"] = self._source
-
-            if self._highlight:
-                d["highlight"] = {"fields": self._highlight}
-                d["highlight"].update(self._highlight_opts)
-
-            if self._suggest:
-                d["suggest"] = self._suggest
-
-            if self._script_fields:
-                d["script_fields"] = self._script_fields
-
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    def count(self) -> Any:
-        """
-        Return the number of hits matching the query and filters. Note that
-        only the actual number is returned.
-        """
-        if hasattr(self, "_response") and self._response.hits.total.relation == "eq":
-            return self._response.hits.total.value
-
-        opensearch = get_connection(self._using)
-
-        d = self.to_dict(count=True)
-        # TODO: failed shards detection
-        return opensearch.count(index=self._index, body=d, **self._params)["count"]
-
-    def execute(self, ignore_cache: bool = False) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-
-        :arg ignore_cache: if set to ``True``, consecutive calls will hit
-            OpenSearch, while cached result will be ignored. Defaults to `False`
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = get_connection(self._using)
-
-            self._response = self._response_class(
-                self,
-                opensearch.search(
-                    index=self._index, body=self.to_dict(), **self._params
-                ),
-            )
-        return self._response
-
-    def scan(self) -> Any:
-        """
-        Turn the search into a scan search and return a generator that will
-        iterate over all the documents matching the query.
-
-        Use ``params`` method to specify any additional arguments you with to
-        pass to the underlying ``scan`` helper from ``opensearchpy``
-
-        """
-        opensearch = get_connection(self._using)
-
-        for hit in scan(
-            opensearch, query=self.to_dict(), index=self._index, **self._params
-        ):
-            yield self._get_result(hit)
-
-    def delete(self) -> Any:
-        """
-        delete() executes the query by delegating to delete_by_query()
-        """
-
-        opensearch = get_connection(self._using)
-
-        return AttrDict(
-            opensearch.delete_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-        )
-
-
-class MultiSearch(Request):
-    """
-    Combine multiple :class:`~opensearchpy.Search` objects into a single
-    request.
-    """
-
-    def __init__(self, **kwargs: Any) -> None:
-        super(MultiSearch, self).__init__(**kwargs)
-        self._searches: Any = []
-
-    def __getitem__(self, key: Any) -> Any:
-        return self._searches[key]
-
-    def __iter__(self) -> Any:
-        return iter(self._searches)
-
-    def _clone(self) -> Any:
-        ms = super(MultiSearch, self)._clone()
-        ms._searches = self._searches[:]
-        return ms
-
-    def add(self, search: Any) -> Any:
-        """
-        Adds a new :class:`~opensearchpy.Search` object to the request::
-
-            ms = MultiSearch(index='my-index')
-            ms = ms.add(Search(doc_type=Category).filter('term', category='python'))
-            ms = ms.add(Search(doc_type=Blog))
-        """
-        ms = self._clone()
-        ms._searches.append(search)
-        return ms
-
-    def to_dict(self) -> Any:
-        out = []
-        for s in self._searches:
-            meta = {}
-            if s._index:
-                meta["index"] = s._index
-            meta.update(s._params)
-
-            out.append(meta)
-            out.append(s.to_dict())
-
-        return out
-
-    def execute(self, ignore_cache: Any = False, raise_on_error: Any = True) -> Any:
-        """
-        Execute the multi search request and return a list of search results.
-        """
-        if ignore_cache or not hasattr(self, "_response"):
-            opensearch = get_connection(self._using)
-
-            responses = opensearch.msearch(
-                index=self._index, body=self.to_dict(), **self._params
-            )
-
-            out = []
-            for s, r in zip(self._searches, responses["responses"]):
-                if r.get("error", False):
-                    if raise_on_error:
-                        raise TransportError("N/A", r["error"]["type"], r["error"])
-                    r = None
-                else:
-                    r = Response(s, r)
-                out.append(r)
-
-            self._response = out
-
-        return self._response
-
-
-__all__ = ["Q"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
deleted file mode 100644
index a497ed5b2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/signer.py
+++ /dev/null
@@ -1,139 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Any, Callable, Dict
-from urllib.parse import parse_qs, urlencode, urlparse
-
-import requests
-
-
-class AWSV4Signer:
-    """
-    Generic AWS V4 Request Signer.
-    """
-
-    def __init__(self, credentials, region: str, service: str = "es") -> Any:  # type: ignore
-        if not credentials:
-            raise ValueError("Credentials cannot be empty")
-        self.credentials = credentials
-
-        if not region:
-            raise ValueError("Region cannot be empty")
-        self.region = region
-
-        if not service:
-            raise ValueError("Service name cannot be empty")
-        self.service = service
-
-    def sign(self, method: str, url: str, body: Any) -> Dict[str, str]:
-        """
-        This method signs the request and returns headers.
-        :param method: HTTP method
-        :param url: url
-        :param body: body
-        :return: headers
-        """
-
-        from botocore.auth import SigV4Auth
-        from botocore.awsrequest import AWSRequest
-
-        # create an AWS request object and sign it using SigV4Auth
-        aws_request = AWSRequest(method=method.upper(), url=url, data=body)
-
-        # credentials objects expose access_key, secret_key and token attributes
-        # via @property annotations that call _refresh() on every access,
-        # creating a race condition if the credentials expire before secret_key
-        # is called but after access_key- the end result is the access_key doesn't
-        # correspond to the secret_key used to sign the request. To avoid this,
-        # get_frozen_credentials() which returns non-refreshing credentials is
-        # called if it exists.
-        credentials = (
-            self.credentials.get_frozen_credentials()
-            if hasattr(self.credentials, "get_frozen_credentials")
-            and callable(self.credentials.get_frozen_credentials)
-            else self.credentials
-        )
-
-        sig_v4_auth = SigV4Auth(credentials, self.service, self.region)
-        sig_v4_auth.add_auth(aws_request)
-
-        # copy the headers from AWS request object into the prepared_request
-        headers = dict(aws_request.headers.items())
-        headers["X-Amz-Content-SHA256"] = sig_v4_auth.payload(aws_request)
-
-        return headers
-
-
-class RequestsAWSV4SignerAuth(requests.auth.AuthBase):
-    """
-    AWS V4 Request Signer for Requests.
-    """
-
-    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
-        self.signer = AWSV4Signer(credentials, region, service)
-        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
-
-    def __call__(self, request):  # type: ignore
-        return self._sign_request(request)  # type: ignore
-
-    def _sign_request(self, prepared_request):  # type: ignore
-        """
-        This method helps in signing the request by injecting the required headers.
-        :param prepared_request: unsigned request
-        :return: signed request
-        """
-
-        prepared_request.headers.update(
-            self.signer.sign(
-                prepared_request.method,
-                self._fetch_url(prepared_request),  # type: ignore
-                prepared_request.body,
-            )
-        )
-
-        return prepared_request
-
-    def _fetch_url(self, prepared_request):  # type: ignore
-        """
-        This is a util method that helps in reconstructing the request url.
-        :param prepared_request: unsigned request
-        :return: reconstructed url
-        """
-        url = urlparse(prepared_request.url)
-        path = url.path or "/"
-
-        # fetch the query string if present in the request
-        querystring = ""
-        if url.query:
-            querystring = "?" + urlencode(
-                parse_qs(url.query, keep_blank_values=True), doseq=True
-            )
-
-        # fetch the host information from headers
-        headers = dict(
-            (key.lower(), value) for key, value in prepared_request.headers.items()
-        )
-        location = headers.get("host") or url.netloc
-
-        # construct the url and return
-        return url.scheme + "://" + location + path + querystring
-
-
-# Deprecated: use RequestsAWSV4SignerAuth
-class AWSV4SignerAuth(RequestsAWSV4SignerAuth):
-    pass
-
-
-class Urllib3AWSV4SignerAuth(Callable):  # type: ignore
-    def __init__(self, credentials, region, service: str = "es") -> None:  # type: ignore
-        self.signer = AWSV4Signer(credentials, region, service)
-        self.service = service  # tools like LangChain rely on this, see https://github.com/opensearch-project/opensearch-py/issues/600
-
-    def __call__(self, method: str, url: str, body: Any) -> Dict[str, str]:
-        return self.signer.sign(method, url, body)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
deleted file mode 100644
index 6ad34b66d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/test.py
+++ /dev/null
@@ -1,114 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import os
-import time
-from typing import Any
-from unittest import SkipTest, TestCase
-
-import opensearchpy.client
-from opensearchpy import OpenSearch
-from opensearchpy.exceptions import ConnectionError
-
-OPENSEARCH_URL = os.environ.get("OPENSEARCH_URL", "https://admin:admin@localhost:9200")
-
-
-def get_test_client(nowait: bool = False, **kwargs: Any) -> OpenSearch:
-    # construct kwargs from the environment
-    kw = {"timeout": 30}
-
-    if "PYTHON_CONNECTION_CLASS" in os.environ:
-        from opensearchpy import connection
-
-        kw["connection_class"] = getattr(
-            connection, os.environ["PYTHON_CONNECTION_CLASS"]
-        )
-
-    kw.update(kwargs)
-    client = OpenSearch(OPENSEARCH_URL, **kw)  # type: ignore
-
-    # wait for yellow status
-    for _ in range(1 if nowait else 100):
-        try:
-            client.cluster.health(wait_for_status="yellow")
-            return client
-        except ConnectionError:
-            time.sleep(0.1)
-    else:
-        # timeout
-        raise SkipTest("OpenSearch failed to start.")
-
-
-class OpenSearchTestCase(TestCase):
-    client: Any
-
-    @staticmethod
-    def _get_client() -> OpenSearch:
-        return get_test_client()
-
-    @classmethod
-    def setup_class(cls) -> None:
-        cls.client = cls._get_client()
-
-    def teardown_method(self, _: Any) -> None:
-        # Hidden indices expanded in wildcards in OpenSearch 7.7
-        expand_wildcards = ["open", "closed"]
-        if self.opensearch_version() >= (1, 0):
-            expand_wildcards.append("hidden")
-
-        self.client.indices.delete(
-            index="*", ignore=404, expand_wildcards=expand_wildcards
-        )
-        self.client.indices.delete_template(name="*", ignore=404)
-
-    def opensearch_version(self) -> Any:
-        if not hasattr(self, "_opensearch_version"):
-            self._opensearch_version = opensearch_version(self.client)
-        return self._opensearch_version
-
-
-def _get_version(version_string: str) -> Any:
-    if "." not in version_string:
-        return ()
-    version = version_string.strip().split(".")
-    return tuple(int(v) if v.isdigit() else 999 for v in version)
-
-
-def opensearch_version(client: opensearchpy.client.OpenSearch) -> Any:
-    return _get_version(client.info()["version"]["number"])
-
-
-if "OPENSEARCH_VERSION" in os.environ:
-    OPENSEARCH_VERSION = _get_version(os.environ["OPENSEARCH_VERSION"])
-else:
-    client = OpenSearch(
-        OPENSEARCH_URL,
-        verify_certs=False,
-    )
-    OPENSEARCH_VERSION = opensearch_version(client)
-
-__all__ = ["OpenSearchTestCase"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
deleted file mode 100644
index 5eac0f519..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/update_by_query.py
+++ /dev/null
@@ -1,171 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from typing import Any
-
-from opensearchpy.connection.connections import get_connection
-
-from ..helpers.query import Bool, Q
-from ..helpers.search import ProxyDescriptor, QueryProxy, Request
-from .response import UpdateByQueryResponse
-from .utils import recursive_to_dict
-
-
-class UpdateByQuery(Request):
-    query = ProxyDescriptor("query")
-
-    def __init__(self, **kwargs: Any) -> None:
-        """
-        Update by query request to opensearch.
-
-        :arg using: `OpenSearch` instance to use
-        :arg index: limit the search to index
-        :arg doc_type: only query this type.
-
-        All the parameters supplied (or omitted) at creation type can be later
-        overridden by methods (`using`, `index` and `doc_type` respectively).
-
-        """
-        super(UpdateByQuery, self).__init__(**kwargs)
-        self._response_class = UpdateByQueryResponse
-        self._script: Any = {}
-        self._query_proxy = QueryProxy(self, "query")
-
-    def filter(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[Q(*args, **kwargs)]))
-
-    def exclude(self, *args: Any, **kwargs: Any) -> Any:
-        return self.query(Bool(filter=[~Q(*args, **kwargs)]))
-
-    @classmethod
-    def from_dict(cls, d: Any) -> Any:
-        """
-        Construct a new `UpdateByQuery` instance from a raw dict containing the search
-        body. Useful when migrating from raw dictionaries.
-
-        Example::
-
-            ubq = UpdateByQuery.from_dict({
-                "query": {
-                    "bool": {
-                        "must": [...]
-                    }
-                },
-                "script": {...}
-            })
-            ubq = ubq.filter('term', published=True)
-        """
-        u = cls()
-        u.update_from_dict(d)
-        return u
-
-    def _clone(self) -> Any:
-        """
-        Return a clone of the current search request. Performs a shallow copy
-        of all the underlying objects. Used internally by most state modifying
-        APIs.
-        """
-        ubq = super(UpdateByQuery, self)._clone()
-
-        ubq._response_class = self._response_class
-        ubq._script = self._script.copy()
-        ubq.query._proxied = self.query._proxied
-        return ubq
-
-    def response_class(self, cls: Any) -> Any:
-        """
-        Override the default wrapper used for the response.
-        """
-        ubq = self._clone()
-        ubq._response_class = cls
-        return ubq
-
-    def update_from_dict(self, d: Any) -> "UpdateByQuery":
-        """
-        Apply options from a serialized body to the current instance. Modifies
-        the object in-place. Used mostly by ``from_dict``.
-        """
-        d = d.copy()
-        if "query" in d:
-            self.query._proxied = Q(d.pop("query"))
-        if "script" in d:
-            self._script = d.pop("script")
-        self._extra.update(d)
-        return self
-
-    def script(self, **kwargs: Any) -> Any:
-        """
-        Define update action to take:
-
-        Note: the API only accepts a single script, so
-        calling the script multiple times will overwrite.
-
-        Example::
-
-            ubq = Search()
-            ubq = ubq.script(source="ctx._source.likes++"")
-            ubq = ubq.script(source="ctx._source.likes += params.f"",
-                         lang="expression",
-                         params={'f': 3})
-        """
-        ubq = self._clone()
-        if ubq._script:
-            ubq._script = {}
-        ubq._script.update(kwargs)
-        return ubq
-
-    def to_dict(self, **kwargs: Any) -> Any:
-        """
-        Serialize the search into the dictionary that will be sent over as the
-        request'ubq body.
-
-        All additional keyword arguments will be included into the dictionary.
-        """
-        d = {}
-        if self.query:
-            d["query"] = self.query.to_dict()
-
-        if self._script:
-            d["script"] = self._script
-
-        d.update(recursive_to_dict(self._extra))
-        d.update(recursive_to_dict(kwargs))
-        return d
-
-    def execute(self) -> Any:
-        """
-        Execute the search and return an instance of ``Response`` wrapping all
-        the data.
-        """
-        opensearch = get_connection(self._using)
-
-        self._response = self._response_class(
-            self,
-            opensearch.update_by_query(
-                index=self._index, body=self.to_dict(), **self._params
-            ),
-        )
-        return self._response
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
deleted file mode 100644
index cad415b94..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/utils.py
+++ /dev/null
@@ -1,613 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-from __future__ import unicode_literals
-
-import collections.abc as collections_abc
-from copy import copy
-from typing import Any, Callable, Dict, Optional, Tuple
-
-from six import add_metaclass, iteritems
-from six.moves import map
-
-from opensearchpy.exceptions import UnknownDslObject, ValidationException
-
-SKIP_VALUES: Tuple[str, None] = ("", None)
-EXPAND__TO_DOT = True
-
-DOC_META_FIELDS = frozenset(
-    (
-        "id",
-        "routing",
-    )
-)
-
-META_FIELDS = frozenset(
-    (
-        # OpenSearch metadata fields, except 'type'
-        "index",
-        "using",
-        "score",
-        "version",
-        "seq_no",
-        "primary_term",
-    )
-).union(DOC_META_FIELDS)
-
-
-def _wrap(val: Any, obj_wrapper: Optional[Callable[..., Any]] = None) -> Any:
-    if isinstance(val, collections_abc.Mapping):
-        return AttrDict(val) if obj_wrapper is None else obj_wrapper(val)
-    if isinstance(val, list):
-        return AttrList(val)
-    return val
-
-
-class AttrList(object):
-    def __init__(
-        self, p: Any, obj_wrapper: Optional[Callable[..., Any]] = None
-    ) -> None:
-        # make iterables into lists
-        if not isinstance(p, list):
-            p = list(p)
-        self._l_ = p
-        self._obj_wrapper = obj_wrapper
-
-    def __repr__(self) -> str:
-        return repr(self._l_)
-
-    def __eq__(self, other: Any) -> bool:
-        if isinstance(other, AttrList):
-            return bool(other._l_ == self._l_)
-        # make sure we still equal to a dict with the same data
-        return bool(other == self._l_)
-
-    def __ne__(self, other: Any) -> bool:
-        return bool(not self == other)
-
-    def __getitem__(self, k: Any) -> Any:
-        p = self._l_[k]
-        if isinstance(k, slice):
-            return AttrList(p, obj_wrapper=self._obj_wrapper)
-        return _wrap(p, self._obj_wrapper)
-
-    def __setitem__(self, k: Any, value: Any) -> None:
-        self._l_[k] = value
-
-    def __iter__(self) -> Any:
-        return map(lambda i: _wrap(i, self._obj_wrapper), self._l_)
-
-    def __len__(self) -> int:
-        return len(self._l_)
-
-    def __nonzero__(self) -> bool:
-        return bool(self._l_)
-
-    __bool__ = __nonzero__
-
-    def __getattr__(self, name: Any) -> Any:
-        return getattr(self._l_, name)
-
-    def __getstate__(self) -> Any:
-        return self._l_, self._obj_wrapper
-
-    def __setstate__(self, state: Any) -> None:
-        self._l_, self._obj_wrapper = state
-
-
-class AttrDict(object):
-    """
-    Helper class to provide attribute like access (read and write) to
-    dictionaries. Used to provide a convenient way to access both results and
-    nested dsl dicts.
-    """
-
-    def __init__(self, d: Any) -> None:
-        # assign the inner dict manually to prevent __setattr__ from firing
-        super(AttrDict, self).__setattr__("_d_", d)
-
-    def __contains__(self, key: Any) -> bool:
-        return key in self._d_
-
-    def __nonzero__(self) -> bool:
-        return bool(self._d_)
-
-    __bool__ = __nonzero__
-
-    def __dir__(self) -> Any:
-        # introspection for auto-complete in IPython etc
-        return list(self._d_.keys())
-
-    def __eq__(self, other: Any) -> bool:
-        if isinstance(other, AttrDict):
-            return bool(other._d_ == self._d_)
-        # make sure we still equal to a dict with the same data
-        return bool(other == self._d_)
-
-    def __ne__(self, other: Any) -> bool:
-        return bool(not self == other)
-
-    def __repr__(self) -> str:
-        r = repr(self._d_)
-        if len(r) > 60:
-            r = r[:60] + "...}"
-        return r
-
-    def __getstate__(self) -> Any:
-        return (self._d_,)
-
-    def __setstate__(self, state: Any) -> None:
-        super(AttrDict, self).__setattr__("_d_", state[0])
-
-    def __getattr__(self, attr_name: Any) -> Any:
-        try:
-            return self.__getitem__(attr_name)
-        except KeyError:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, attr_name
-                )
-            )
-
-    def get(self, key: Any, default: Any = None) -> Any:
-        try:
-            return self.__getattr__(key)  # pylint: disable=unnecessary-dunder-call
-        except AttributeError:
-            if default is not None:
-                return default
-            raise
-
-    def __delattr__(self, attr_name: Any) -> None:
-        try:
-            del self._d_[attr_name]
-        except KeyError:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, attr_name
-                )
-            )
-
-    def __getitem__(self, key: Any) -> Any:
-        return _wrap(self._d_[key])
-
-    def __setitem__(self, key: Any, value: Any) -> None:
-        self._d_[key] = value
-
-    def __delitem__(self, key: Any) -> None:
-        del self._d_[key]
-
-    def __setattr__(self, name: Any, value: Any) -> None:
-        if name in self._d_ or not hasattr(self.__class__, name):
-            self._d_[name] = value
-        else:
-            # there is an attribute on the class (could be property, ..) - don't add it as field
-            super(AttrDict, self).__setattr__(name, value)
-
-    def __iter__(self) -> Any:
-        return iter(self._d_)
-
-    def to_dict(self) -> Any:
-        return self._d_
-
-
-class DslMeta(type):
-    """
-    Base Metaclass for DslBase subclasses that builds a registry of all classes
-    for given DslBase subclass (== all the query types for the Query subclass
-    of DslBase).
-
-    It then uses the information from that registry (as well as `name` and
-    `shortcut` attributes from the base class) to construct any subclass based
-    on its name.
-
-    For typical use see `QueryMeta` and `Query` in `opensearchpy.query`.
-    """
-
-    _types: Dict[str, Any] = {}
-
-    def __init__(cls: Any, name: str, bases: Any, attrs: Any) -> None:
-        # TODO: why is it calling itself?!
-        super(DslMeta, cls).__init__(name, bases, attrs)
-        # skip for DslBase
-        if not hasattr(cls, "_type_shortcut"):
-            return
-        if cls.name is None:
-            # abstract base class, register its shortcut
-            cls._types[cls._type_name] = cls._type_shortcut
-            # and create a registry for subclasses
-            if not hasattr(cls, "_classes"):
-                cls._classes = {}
-        elif cls.name not in cls._classes:
-            # normal class, register it
-            cls._classes[cls.name] = cls
-
-    @classmethod
-    def get_dsl_type(cls, name: Any) -> Any:
-        try:
-            return cls._types[name]
-        except KeyError:
-            raise UnknownDslObject("DSL type %s does not exist." % name)
-
-
-@add_metaclass(DslMeta)
-class DslBase(object):
-    """
-    Base class for all DSL objects - queries, filters, aggregations etc. Wraps
-    a dictionary representing the object's json.
-
-    Provides several feature:
-        - attribute access to the wrapped dictionary (.field instead of ['field'])
-        - _clone method returning a copy of self
-        - to_dict method to serialize into dict (to be sent via opensearch-py)
-        - basic logical operators (&, | and ~) using a Bool(Filter|Query) TODO:
-          move into a class specific for Query/Filter
-        - respects the definition of the class and (de)serializes its
-          attributes based on the `_param_defs` definition (for example turning
-          all values in the `must` attribute into Query objects)
-    """
-
-    _param_defs: Dict[str, Any] = {}
-    _params: Dict[str, Any]
-
-    @classmethod
-    def get_dsl_class(cls: Any, name: Any, default: Optional[bool] = None) -> Any:
-        try:
-            return cls._classes[name]
-        except KeyError:
-            if default is not None:
-                return cls._classes[default]
-            raise UnknownDslObject(
-                "DSL class `{}` does not exist in {}.".format(name, cls._type_name)
-            )
-
-    def __init__(self, _expand__to_dot: Any = EXPAND__TO_DOT, **params: Any) -> None:
-        self._params = {}
-        for pname, pvalue in iteritems(params):
-            if "__" in pname and _expand__to_dot:
-                pname = pname.replace("__", ".")
-            self._setattr(pname, pvalue)
-
-    def _repr_params(self) -> str:
-        """Produce a repr of all our parameters to be used in __repr__."""
-        return ", ".join(
-            "{}={!r}".format(n.replace(".", "__"), v)
-            for (n, v) in sorted(iteritems(self._params))
-            # make sure we don't include empty typed params
-            if "type" not in self._param_defs.get(n, {}) or v
-        )
-
-    def __repr__(self) -> str:
-        return "{}({})".format(self.__class__.__name__, self._repr_params())
-
-    def __eq__(self, other: Any) -> bool:
-        return isinstance(other, self.__class__) and other.to_dict() == self.to_dict()
-
-    def __ne__(self, other: Any) -> bool:
-        return not self == other
-
-    def __setattr__(self, name: str, value: Any) -> None:
-        if name.startswith("_"):
-            return super(DslBase, self).__setattr__(name, value)
-        return self._setattr(name, value)
-
-    def _setattr(self, name: Any, value: Any) -> None:
-        # if this attribute has special type assigned to it...
-        if name in self._param_defs:
-            pinfo = self._param_defs[name]
-
-            if "type" in pinfo:
-                # get the shortcut used to construct this type (query.Q, aggs.A, etc)
-                shortcut = self.__class__.get_dsl_type(pinfo["type"])
-
-                # list of dict(name -> DslBase)
-                if pinfo.get("multi") and pinfo.get("hash"):
-                    if not isinstance(value, (tuple, list)):
-                        value = (value,)
-                    value = list(
-                        {k: shortcut(v) for (k, v) in iteritems(obj)} for obj in value
-                    )
-                elif pinfo.get("multi"):
-                    if not isinstance(value, (tuple, list)):
-                        value = (value,)
-                    value = list(map(shortcut, value))
-
-                # dict(name -> DslBase), make sure we pickup all the objs
-                elif pinfo.get("hash"):
-                    value = {k: shortcut(v) for (k, v) in iteritems(value)}
-
-                # single value object, just convert
-                else:
-                    value = shortcut(value)
-        self._params[name] = value
-
-    def __getattr__(self, name: str) -> Any:
-        if name.startswith("_"):
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, name
-                )
-            )
-
-        value = None
-        try:
-            value = self._params[name]
-        except KeyError:
-            # compound types should never throw AttributeError and return empty
-            # container instead
-            if name in self._param_defs:
-                pinfo = self._param_defs[name]
-                if pinfo.get("multi"):
-                    value = self._params.setdefault(name, [])
-                elif pinfo.get("hash"):
-                    value = self._params.setdefault(name, {})
-        if value is None:
-            raise AttributeError(
-                "{!r} object has no attribute {!r}".format(
-                    self.__class__.__name__, name
-                )
-            )
-
-        # wrap nested dicts in AttrDict for convenient access
-        if isinstance(value, collections_abc.Mapping):
-            return AttrDict(value)
-        return value
-
-    def to_dict(self) -> Any:
-        """
-        Serialize the DSL object to plain dict
-        """
-        d = {}
-        for pname, value in iteritems(self._params):
-            pinfo = self._param_defs.get(pname)
-
-            # typed param
-            if pinfo and "type" in pinfo:
-                # don't serialize empty lists and dicts for typed fields
-                if value in ({}, []):
-                    continue
-
-                # list of dict(name -> DslBase)
-                if pinfo.get("multi") and pinfo.get("hash"):
-                    value = list(
-                        {k: v.to_dict() for k, v in iteritems(obj)} for obj in value
-                    )
-
-                # multi-values are serialized as list of dicts
-                elif pinfo.get("multi"):
-                    value = list(map(lambda x: x.to_dict(), value))
-
-                # squash all the hash values into one dict
-                elif pinfo.get("hash"):
-                    value = {k: v.to_dict() for k, v in iteritems(value)}
-
-                # serialize single values
-                else:
-                    value = value.to_dict()
-
-            # serialize anything with to_dict method
-            elif hasattr(value, "to_dict"):
-                value = value.to_dict()
-
-            d[pname] = value
-        return {self.name: d}
-
-    def _clone(self) -> Any:
-        c = self.__class__()
-        for attr in self._params:
-            c._params[attr] = copy(self._params[attr])
-        return c
-
-
-class HitMeta(AttrDict):
-    def __init__(
-        self, document: Dict[str, Any], exclude: Any = ("_source", "_fields")
-    ) -> None:
-        d = {
-            k[1:] if k.startswith("_") else k: v
-            for (k, v) in iteritems(document)
-            if k not in exclude
-        }
-        if "type" in d:
-            # make sure we are consistent everywhere in python
-            d["doc_type"] = d.pop("type")
-        super(HitMeta, self).__init__(d)
-
-
-class ObjectBase(AttrDict):
-    _doc_type: Any
-
-    def __init__(self, meta: Any = None, **kwargs: Any) -> None:
-        meta = meta or {}
-        for k in list(kwargs):
-            if k.startswith("_") and k[1:] in META_FIELDS:
-                meta[k] = kwargs.pop(k)
-
-        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
-
-        super(ObjectBase, self).__init__(kwargs)
-
-    @classmethod
-    def __list_fields(cls: Any) -> Any:
-        """
-        Get all the fields defined for our class, if we have an Index, try
-        looking at the index mappings as well, mark the fields from Index as
-        optional.
-        """
-        for name in cls._doc_type.mapping:
-            field = cls._doc_type.mapping[name]
-            yield name, field, False
-
-        if hasattr(cls.__class__, "_index"):
-            if not cls._index._mapping:
-                return
-            for name in cls._index._mapping:
-                # don't return fields that are in _doc_type
-                if name in cls._doc_type.mapping:
-                    continue
-                field = cls._index._mapping[name]
-                yield name, field, True
-
-    @classmethod
-    def __get_field(cls: Any, name: Any) -> Any:
-        try:
-            return cls._doc_type.mapping[name]
-        except KeyError:
-            # fallback to fields on the Index
-            if hasattr(cls, "_index") and cls._index._mapping:
-                try:
-                    return cls._index._mapping[name]
-                except KeyError:
-                    pass
-
-    @classmethod
-    def from_opensearch(cls: Any, hit: Any) -> Any:
-        meta = hit.copy()
-        data = meta.pop("_source", {})
-        doc = cls(meta=meta)
-        doc._from_dict(data)
-        return doc
-
-    def _from_dict(self, data: Any) -> None:
-        for k, v in iteritems(data):
-            f = self.__get_field(k)
-            if f and f._coerce:
-                v = f.deserialize(v)
-            setattr(self, k, v)
-
-    def __getstate__(self) -> Any:
-        return self.to_dict(), self.meta._d_
-
-    def __setstate__(self, state: Any) -> None:
-        data, meta = state
-        super(AttrDict, self).__setattr__("_d_", {})
-        super(AttrDict, self).__setattr__("meta", HitMeta(meta))
-        self._from_dict(data)
-
-    def __getattr__(self, name: Any) -> Any:
-        try:
-            return super(ObjectBase, self).__getattr__(name)
-        except AttributeError:
-            f = self.__get_field(name)
-            if hasattr(f, "empty"):
-                value = f.empty()
-                if value not in SKIP_VALUES:
-                    setattr(self, name, value)
-                    value = getattr(self, name)
-                return value
-            raise
-
-    def to_dict(self, skip_empty: Optional[bool] = True) -> Any:
-        out = {}
-        for k, v in iteritems(self._d_):
-            # if this is a mapped field,
-            f = self.__get_field(k)
-            if f and f._coerce:
-                v = f.serialize(v)
-
-            # if someone assigned AttrList, unwrap it
-            if isinstance(v, AttrList):
-                v = v._l_
-
-            if skip_empty:
-                # don't serialize empty values
-                # careful not to include numeric zeros
-                if v in ([], {}, None):
-                    continue
-
-            out[k] = v
-        return out
-
-    def clean_fields(self) -> None:
-        errors: Dict[str, Any] = {}
-        for name, field, optional in self.__list_fields():
-            data = self._d_.get(name, None)
-            if data is None and optional:
-                continue
-            try:
-                # save the cleaned value
-                data = field.clean(data)
-            except ValidationException as e:
-                errors.setdefault(name, []).append(e)
-
-            if name in self._d_ or data not in ([], {}, None):
-                self._d_[name] = data
-
-        if errors:
-            raise ValidationException(errors)
-
-    def clean(self) -> None:
-        pass
-
-    def full_clean(self) -> None:
-        self.clean_fields()
-        self.clean()
-
-
-def merge(data: Any, new_data: Any, raise_on_conflict: bool = False) -> None:
-    if not (
-        isinstance(data, (AttrDict, collections_abc.Mapping))
-        and isinstance(new_data, (AttrDict, collections_abc.Mapping))
-    ):
-        raise ValueError(
-            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
-                data, new_data
-            )
-        )
-
-    if not isinstance(new_data, Dict):
-        raise ValueError(
-            "You can only merge two dicts! Got {!r} and {!r} instead.".format(
-                data, new_data
-            )
-        )
-
-    for key, value in iteritems(new_data):
-        if (
-            key in data
-            and isinstance(data[key], (AttrDict, collections_abc.Mapping))
-            and isinstance(value, (AttrDict, collections_abc.Mapping))
-        ):
-            merge(data[key], value, raise_on_conflict)
-        elif key in data and data[key] != value and raise_on_conflict:
-            raise ValueError("Incompatible data for key %r, cannot be merged." % key)
-        else:
-            data[key] = value  # type: ignore
-
-
-def recursive_to_dict(data: Any) -> Any:
-    """Recursively transform objects that potentially have .to_dict()
-    into dictionary literals by traversing AttrList, AttrDict, list,
-    tuple, and Mapping types.
-    """
-    if isinstance(data, AttrList):
-        data = list(data._l_)
-    elif hasattr(data, "to_dict"):
-        data = data.to_dict()
-    if isinstance(data, (list, tuple)):
-        return type(data)(recursive_to_dict(inner) for inner in data)
-    elif isinstance(data, collections_abc.Mapping):
-        return {key: recursive_to_dict(val) for key, val in data.items()}
-    return data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
deleted file mode 100644
index e8af30e92..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/helpers/wrappers.py
+++ /dev/null
@@ -1,91 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-import operator
-from typing import Any
-
-from six import iteritems, string_types
-
-from .utils import AttrDict
-
-
-class Range(AttrDict):
-    OPS = {
-        "lt": operator.lt,
-        "lte": operator.le,
-        "gt": operator.gt,
-        "gte": operator.ge,
-    }
-
-    def __init__(self, *args: Any, **kwargs: Any) -> None:
-        if args and (len(args) > 1 or kwargs or not isinstance(args[0], dict)):
-            raise ValueError(
-                "Range accepts a single dictionary or a set of keyword arguments."
-            )
-        data = args[0] if args else kwargs
-
-        for k in data:
-            if k not in self.OPS:
-                raise ValueError("Range received an unknown operator %r" % k)
-
-        if "gt" in data and "gte" in data:
-            raise ValueError("You cannot specify both gt and gte for Range.")
-
-        if "lt" in data and "lte" in data:
-            raise ValueError("You cannot specify both lt and lte for Range.")
-
-        super(Range, self).__init__(args[0] if args else kwargs)
-
-    def __repr__(self) -> str:
-        return "Range(%s)" % ", ".join("%s=%r" % op for op in iteritems(self._d_))
-
-    def __contains__(self, item: Any) -> bool:
-        if isinstance(item, string_types):
-            return super(Range, self).__contains__(item)
-
-        for op in self.OPS:
-            if op in self._d_ and not self.OPS[op](item, self._d_[op]):
-                return False
-        return True
-
-    @property
-    def upper(self) -> Any:
-        if "lt" in self._d_:
-            return self._d_["lt"], False
-        if "lte" in self._d_:
-            return self._d_["lte"], True
-        return None, False
-
-    @property
-    def lower(self) -> Any:
-        if "gt" in self._d_:
-            return self._d_["gt"], False
-        if "gte" in self._d_:
-            return self._d_["gte"], True
-        return None, False
-
-
-__all__ = ["Range"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
deleted file mode 100644
index 2d0e0d11c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/__init__.py
+++ /dev/null
@@ -1,18 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from .metrics import Metrics
-from .metrics_events import MetricsEvents
-from .metrics_none import MetricsNone
-
-__all__ = [
-    "Metrics",
-    "MetricsEvents",
-    "MetricsNone",
-]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
deleted file mode 100644
index 8764976c4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from abc import ABC, abstractmethod
-from typing import Optional
-
-
-class Metrics(ABC):
-    """
-    The Metrics class defines methods and properties for managing
-    request metrics, including start time, end time, and service time,
-    serving as a blueprint for concrete implementations.
-    """
-
-    @abstractmethod
-    def request_start(self) -> None:
-        pass
-
-    @abstractmethod
-    def request_end(self) -> None:
-        pass
-
-    @property
-    @abstractmethod
-    def start_time(self) -> Optional[float]:
-        pass
-
-    @property
-    @abstractmethod
-    def end_time(self) -> Optional[float]:
-        pass
-
-    @property
-    @abstractmethod
-    def service_time(self) -> Optional[float]:
-        pass
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
deleted file mode 100644
index 994d5b10e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_events.py
+++ /dev/null
@@ -1,61 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-import time
-from typing import Optional
-
-from events import Events
-
-from opensearchpy.metrics.metrics import Metrics
-
-
-class MetricsEvents(Metrics):
-    """
-    The MetricsEvents class implements the Metrics abstract base class
-    and tracks metrics such as start time, end time, and service time
-    during request processing.
-    """
-
-    @property
-    def start_time(self) -> Optional[float]:
-        return self._start_time
-
-    @property
-    def end_time(self) -> Optional[float]:
-        return self._end_time
-
-    @property
-    def service_time(self) -> Optional[float]:
-        return self._service_time
-
-    def __init__(self) -> None:
-        self.events = Events()
-        self._start_time: Optional[float] = None
-        self._end_time: Optional[float] = None
-        self._service_time: Optional[float] = None
-
-        # Subscribe to the request_start and request_end events
-        self.events.request_start += self._on_request_start
-        self.events.request_end += self._on_request_end
-
-    def request_start(self) -> None:
-        self.events.request_start()
-
-    def _on_request_start(self) -> None:
-        self._start_time = time.perf_counter()
-        self._end_time = None
-        self._service_time = None
-
-    def request_end(self) -> None:
-        self.events.request_end()
-
-    def _on_request_end(self) -> None:
-        self._end_time = time.perf_counter()
-        if self._start_time is not None:
-            self._service_time = self._end_time - self._start_time
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
deleted file mode 100644
index bbc7b335b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/metrics/metrics_none.py
+++ /dev/null
@@ -1,47 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-from typing import Optional
-
-from opensearchpy.metrics.metrics import Metrics
-
-
-class MetricsNone(Metrics):
-    """
-    Default metrics class. It sets the start time, end time, and service time to None.
-    """
-
-    @property
-    def start_time(self) -> Optional[float]:
-        return self._start_time
-
-    @property
-    def end_time(self) -> Optional[float]:
-        return self._end_time
-
-    @property
-    def service_time(self) -> Optional[float]:
-        return self._service_time
-
-    def __init__(self) -> None:
-        self._start_time: Optional[float] = None
-        self._end_time: Optional[float] = None
-        self._service_time: Optional[float] = None
-
-    # request_start and request_end are placeholders,
-    # not implementing actual metrics collection in this subclass.
-
-    def request_start(self) -> None:
-        self._start_time = None
-        self._end_time = None
-        self._service_time = None
-
-    def request_end(self) -> None:
-        self._end_time = None
-        self._service_time = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
deleted file mode 100644
index 6c0097cd1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
deleted file mode 100644
index c812025a7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/alerting.py
+++ /dev/null
@@ -1,227 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import NamespacedClient, _make_path, query_params
-
-
-class AlertingClient(NamespacedClient):
-    @query_params()
-    def search_monitor(self, body: Any, params: Any = None, headers: Any = None) -> Any:
-        """
-        Returns the search result for a monitor.
-
-        :arg monitor_id: The configuration for the monitor we are trying to search
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "_search"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def get_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Returns the details of a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to fetch
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("dryrun")
-    def run_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Runs/Executes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to execute
-        :arg dryrun: Shows the results of a run without actions sending any message
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id, "_execute"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def create_monitor(
-        self, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates a monitor with inputs, triggers, and actions.
-
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "monitors"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def update_monitor(
-        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates a monitor's inputs, triggers, and actions.
-
-        :arg monitor_id: The id of the monitor we are trying to update
-        :arg body: The configuration for the monitor (`inputs`, `triggers`, and `actions`)
-        """
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def delete_monitor(
-        self, monitor_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes a specific monitor.
-
-        :arg monitor_id: The id of the monitor we are trying to delete
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "monitors", monitor_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def get_destination(
-        self, destination_id: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Returns the details of a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to fetch. If None, returns all destinations
-        """
-        return self.transport.perform_request(
-            "GET",
-            (
-                _make_path("_plugins", "_alerting", "destinations", destination_id)
-                if destination_id
-                else _make_path("_plugins", "_alerting", "destinations")
-            ),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def create_destination(
-        self, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates a destination for slack, mail, or custom-webhook.
-
-        :arg body: The configuration for the destination
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_alerting", "destinations"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def update_destination(
-        self,
-        destination_id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Updates a destination's inputs, triggers, and actions.
-
-        :arg destination_id: The id of the destination we are trying to update
-        :arg body: The configuration for the destination
-        """
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def delete_destination(
-        self, destination_id: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes a specific destination.
-
-        :arg destination_id: The id of the destination we are trying to delete
-        """
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_alerting", "destinations", destination_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def get_alerts(self, params: Any = None, headers: Any = None) -> Any:
-        """
-        Returns all alerts.
-
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_alerting", "monitors", "alerts"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def acknowledge_alert(
-        self, monitor_id: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Acknowledges an alert.
-
-        :arg monitor_id: The id of the monitor, the alert belongs to
-        :arg body: The alerts to be acknowledged
-        """
-        return self.transport.perform_request(
-            "POST",
-            _make_path(
-                "_plugins",
-                "_alerting",
-                "monitors",
-                monitor_id,
-                "_acknowledge",
-                "alerts",
-            ),
-            params=params,
-            headers=headers,
-            body=body,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
deleted file mode 100644
index 2d3551abb..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/index_management.py
+++ /dev/null
@@ -1,167 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class IndexManagementClient(NamespacedClient):
-    @query_params()
-    def put_policy(
-        self, policy: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Creates, or updates, a policy.
-
-        :arg policy: The name of the policy
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def add_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Adds a policy to an index. This operation does not change the policy if the index already has one.
-
-        :arg index: The name of the index to add policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "add", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def get_policy(
-        self, policy: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Gets the policy by `policy_id`; returns all policies if no policy_id is provided.
-
-        :arg policy: The name of the policy
-        """
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def remove_policy_from_index(
-        self, index: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Removes any ISM policy from the index.
-
-        :arg index: The name of the index to remove policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "remove", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def change_policy(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Updates the managed index policy to a new policy (or to a new version of the policy).
-
-        :arg index: The name of the index to change policy on
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "change_policy", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params()
-    def retry(
-        self, index: Any, body: Any = None, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Retries the failed action for an index.
-
-        :arg index: The name of the index whose is in a failed state
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_ism", "retry", index),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("show_policy")
-    def explain_index(self, index: Any, params: Any = None, headers: Any = None) -> Any:
-        """
-        Gets the current state of the index.
-
-        :arg index: The name of the index to explain
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_ism", "explain", index),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params()
-    def delete_policy(
-        self, policy: Any, params: Any = None, headers: Any = None
-    ) -> Any:
-        """
-        Deletes the policy by `policy_id`.
-
-        :arg policy: The name of the policy to delete
-        """
-        if policy in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'policy'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_ism", "policies", policy),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
deleted file mode 100644
index 992180cd5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/knn.py
+++ /dev/null
@@ -1,373 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class KnnClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to delete a particular model in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_model(
-        self,
-        model_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Used to retrieve information about models present in the cluster.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if model_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'model_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "models", model_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "_source",
-        "_source_excludes",
-        "_source_includes",
-        "allow_no_indices",
-        "allow_partial_search_results",
-        "analyze_wildcard",
-        "analyzer",
-        "batched_reduce_size",
-        "ccs_minimize_roundtrips",
-        "default_operator",
-        "df",
-        "docvalue_fields",
-        "error_trace",
-        "expand_wildcards",
-        "explain",
-        "filter_path",
-        "from_",
-        "human",
-        "ignore_throttled",
-        "ignore_unavailable",
-        "lenient",
-        "max_concurrent_shard_requests",
-        "pre_filter_shard_size",
-        "preference",
-        "pretty",
-        "q",
-        "request_cache",
-        "rest_total_hits_as_int",
-        "routing",
-        "scroll",
-        "search_type",
-        "seq_no_primary_term",
-        "size",
-        "sort",
-        "source",
-        "stats",
-        "stored_fields",
-        "suggest_field",
-        "suggest_mode",
-        "suggest_size",
-        "suggest_text",
-        "terminate_after",
-        "timeout",
-        "track_scores",
-        "track_total_hits",
-        "typed_keys",
-        "version",
-    )
-    def search_models(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Use an OpenSearch query to search for models in the index.
-
-
-        :arg _source: True or false to return the _source field or not,
-            or a list of fields to return.
-        :arg _source_excludes: List of fields to exclude from the
-            returned _source field.
-        :arg _source_includes: List of fields to extract and return from
-            the _source field.
-        :arg allow_no_indices: Whether to ignore if a wildcard indices
-            expression resolves into no concrete indices. (This includes `_all`
-            string or when no indices have been specified).
-        :arg allow_partial_search_results: Indicate if an error should
-            be returned if there is a partial search failure or timeout. Default is
-            True.
-        :arg analyze_wildcard: Specify whether wildcard and prefix
-            queries should be analyzed. Default is false.
-        :arg analyzer: The analyzer to use for the query string.
-        :arg batched_reduce_size: The number of shard results that
-            should be reduced at once on the coordinating node. This value should be
-            used as a protection mechanism to reduce the memory overhead per search
-            request if the potential number of shards in the request can be large.
-            Default is 512.
-        :arg ccs_minimize_roundtrips: Indicates whether network round-
-            trips should be minimized as part of cross-cluster search requests
-            execution. Default is True.
-        :arg default_operator: The default operator for query string
-            query (AND or OR). Valid choices are AND, OR.
-        :arg df: The field to use as default where no field prefix is
-            given in the query string.
-        :arg docvalue_fields: Comma-separated list of fields to return
-            as the docvalue representation of a field for each hit.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg expand_wildcards: Whether to expand wildcard expression to
-            concrete indices that are open, closed or both. Valid choices are all,
-            open, closed, hidden, none.
-        :arg explain: Specify whether to return detailed information
-            about score computation as part of a hit.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: Starting offset. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg ignore_throttled: Whether specified concrete, expanded or
-            aliased indices should be ignored when throttled.
-        :arg ignore_unavailable: Whether specified concrete indices
-            should be ignored when unavailable (missing or closed).
-        :arg lenient: Specify whether format-based query failures (such
-            as providing text to a numeric field) should be ignored.
-        :arg max_concurrent_shard_requests: The number of concurrent
-            shard requests per node this search executes concurrently. This value
-            should be used to limit the impact of the search on the cluster in order
-            to limit the number of concurrent shard requests. Default is 5.
-        :arg pre_filter_shard_size: Threshold that enforces a pre-filter
-            round-trip to prefilter search shards based on query rewriting if the
-            number of shards the search request expands to exceeds the threshold.
-            This filter round-trip can limit the number of shards significantly if
-            for instance a shard can not match any documents based on its rewrite
-            method ie. if date filters are mandatory to match but the shard bounds
-            and the query are disjoint.
-        :arg preference: Specify the node or shard the operation should
-            be performed on. Default is random.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg q: Query in the Lucene query string syntax.
-        :arg request_cache: Specify if request cache should be used for
-            this request or not, defaults to index level setting.
-        :arg rest_total_hits_as_int: Indicates whether hits.total should
-            be rendered as an integer or an object in the rest search response.
-            Default is false.
-        :arg routing: Comma-separated list of specific routing values.
-        :arg scroll: Specify how long a consistent view of the index
-            should be maintained for scrolled search.
-        :arg search_type: Search operation type. Valid choices are
-            query_then_fetch, dfs_query_then_fetch.
-        :arg seq_no_primary_term: Specify whether to return sequence
-            number and primary term of the last modification of each hit.
-        :arg size: Number of hits to return. Default is 10.
-        :arg sort: Comma-separated list of <field>:<direction> pairs.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg stats: Specific 'tag' of the request for logging and
-            statistical purposes.
-        :arg stored_fields: Comma-separated list of stored fields to
-            return.
-        :arg suggest_field: Specify which field to use for suggestions.
-        :arg suggest_mode: Specify suggest mode. Valid choices are
-            missing, popular, always.
-        :arg suggest_size: How many suggestions to return in response.
-        :arg suggest_text: The source text for which the suggestions
-            should be returned.
-        :arg terminate_after: The maximum number of documents to collect
-            for each shard, upon reaching which the query execution will terminate
-            early.
-        :arg timeout: Operation timeout.
-        :arg track_scores: Whether to calculate and return scores even
-            if they are not used for sorting.
-        :arg track_total_hits: Indicate if the number of documents that
-            match the query should be tracked.
-        :arg typed_keys: Specify whether aggregation and suggester names
-            should be prefixed by their respective types in the response.
-        :arg version: Whether to return document version as part of a
-            hit.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_knn/models/_search",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source", "timeout")
-    def stats(
-        self,
-        node_id: Any = None,
-        stat: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Provides information about the current status of the k-NN plugin.
-
-
-        :arg node_id: Comma-separated list of node IDs or names to limit
-            the returned information; use `_local` to return information from the
-            node you're connecting to, leave empty to get information from all
-            nodes.
-        :arg stat: Comma-separated list of stats to retrieve; use `_all`
-            or empty string to retrieve all stats.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        :arg timeout: Operation timeout.
-        """
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", node_id, "stats", stat),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace", "filter_path", "human", "preference", "pretty", "source"
-    )
-    def train_model(
-        self,
-        body: Any,
-        model_id: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create and train a model that can be used for initializing k-NN native library
-        indexes during indexing.
-
-
-        :arg model_id: The id of the model.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg preference: Preferred node to execute training.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_knn", "models", model_id, "_train"),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def warmup(
-        self,
-        index: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Preloads native library files into memory, reducing initial search latency for
-        specified indexes.
-
-
-        :arg index: Comma-separated list of indices; use `_all` or empty
-            string to perform the operation on all indices.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if index in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'index'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_knn", "warmup", index),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
deleted file mode 100644
index ed1e4f1a8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/notifications.py
+++ /dev/null
@@ -1,351 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class NotificationsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def create_config(
-        self,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if body in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'body'.")
-
-        return self.transport.perform_request(
-            "POST",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete a channel configuration.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "config_id",
-        "config_id_list",
-        "error_trace",
-        "filter_path",
-        "human",
-        "pretty",
-        "source",
-    )
-    def delete_configs(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete multiple channel configurations.
-
-
-        :arg config_id: The ID of the channel configuration to delete.
-        :arg config_id_list: A comma-separated list of channel IDs to
-            delete.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "DELETE", "/_plugins/_notifications/configs", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get_config(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a specific channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "chime.url",
-        "chime.url.keyword",
-        "config_type",
-        "created_time_ms",
-        "description",
-        "description.keyword",
-        "email.email_account_id",
-        "email.email_group_id_list",
-        "email.recipient_list.recipient",
-        "email.recipient_list.recipient.keyword",
-        "email_group.recipient_list.recipient",
-        "email_group.recipient_list.recipient.keyword",
-        "error_trace",
-        "filter_path",
-        "human",
-        "is_enabled",
-        "last_updated_time_ms",
-        "microsoft_teams.url",
-        "microsoft_teams.url.keyword",
-        "name",
-        "name.keyword",
-        "pretty",
-        "query",
-        "ses_account.from_address",
-        "ses_account.from_address.keyword",
-        "ses_account.region",
-        "ses_account.role_arn",
-        "ses_account.role_arn.keyword",
-        "slack.url",
-        "slack.url.keyword",
-        "smtp_account.from_address",
-        "smtp_account.from_address.keyword",
-        "smtp_account.host",
-        "smtp_account.host.keyword",
-        "smtp_account.method",
-        "sns.role_arn",
-        "sns.role_arn.keyword",
-        "sns.topic_arn",
-        "sns.topic_arn.keyword",
-        "source",
-        "text_query",
-        "webhook.url",
-        "webhook.url.keyword",
-    )
-    def get_configs(
-        self,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get multiple channel configurations with filtering.
-
-
-        :arg config_type: Type of notification configuration. Valid
-            choices are slack, chime, microsoft_teams, webhook, email, sns,
-            ses_account, smtp_account, email_group.
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET",
-            "/_plugins/_notifications/configs",
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_features(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List supported channel configurations.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_notifications/features", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def send_test(
-        self,
-        config_id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Send a test notification.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if config_id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'config_id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_notifications", "feature", "test", config_id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def update_config(
-        self,
-        config_id: Any,
-        body: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Update channel configuration.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        for param in (config_id, body):
-            if param in SKIP_IN_PATH:
-                raise ValueError("Empty value passed for a required argument.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_notifications", "configs", config_id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def list_channels(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        List created notification channels.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_notifications/channels", params=params, headers=headers
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
deleted file mode 100644
index b33d8a009..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/rollups.py
+++ /dev/null
@@ -1,235 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class RollupsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get a rollup's current status.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Get an index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create or update index rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_rollup", "jobs", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Stop rollup.
-
-
-        :arg id: Rollup to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_rollup", "jobs", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
deleted file mode 100644
index 9f8161edd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/plugins/transforms.py
+++ /dev/null
@@ -1,308 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-
-# ------------------------------------------------------------------------------------------
-# THIS CODE IS AUTOMATICALLY GENERATED AND MANUAL EDITS WILL BE LOST
-#
-# To contribute, kindly make modifications in the opensearch-py client generator
-# or in the OpenSearch API specification, and run `nox -rs generate`. See DEVELOPER_GUIDE.md
-# and https://github.com/opensearch-project/opensearch-api-specification for details.
-# -----------------------------------------------------------------------------------------+
-
-
-from typing import Any
-
-from ..client.utils import SKIP_IN_PATH, NamespacedClient, _make_path, query_params
-
-
-class TransformsClient(NamespacedClient):
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def delete(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Delete an index transform.
-
-
-        :arg id: Transform to delete
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "DELETE",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def explain(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to explain
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id, "_explain"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def get(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the status and metadata of a transform job.
-
-
-        :arg id: Transform to access
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "GET",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def preview(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns a preview of what a transformed index would look like.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        return self.transport.perform_request(
-            "GET", "/_plugins/_transform/_preview", params=params, headers=headers
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "human",
-        "if_primary_term",
-        "if_seq_no",
-        "pretty",
-        "source",
-    )
-    def put(
-        self,
-        id: Any,
-        body: Any = None,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Create an index transform, or update a transform if if_seq_no and
-        if_primary_term are provided.
-
-
-        :arg id: Transform to create/update
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg if_primary_term: Only perform the operation if the document
-            has this primary term.
-        :arg if_seq_no: Only perform the operation if the document has
-            this sequence number.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "PUT",
-            _make_path("_plugins", "_transform", id),
-            params=params,
-            headers=headers,
-            body=body,
-        )
-
-    @query_params(
-        "error_trace",
-        "filter_path",
-        "from_",
-        "human",
-        "pretty",
-        "search",
-        "size",
-        "sortDirection",
-        "sortField",
-        "source",
-    )
-    def search(
-        self,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Returns the details of all transform jobs.
-
-
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg from_: The starting transform to return. Default is 0.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg search: The search term to use to filter results.
-        :arg size: Specifies the number of transforms to return. Default
-            is 10.
-        :arg sortDirection: Specifies the direction to sort results in.
-            Can be ASC or DESC. Default is ASC.
-        :arg sortField: The field to sort results with.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        # from is a reserved word so it cannot be used, use from_ instead
-        if "from_" in params:
-            params["from"] = params.pop("from_")
-
-        return self.transport.perform_request(
-            "GET", "/_plugins/_transform", params=params, headers=headers
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def start(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        Start transform.
-
-
-        :arg id: Transform to start
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_start"),
-            params=params,
-            headers=headers,
-        )
-
-    @query_params("error_trace", "filter_path", "human", "pretty", "source")
-    def stop(
-        self,
-        id: Any,
-        params: Any = None,
-        headers: Any = None,
-    ) -> Any:
-        """
-        stop transform.
-
-
-        :arg id: Transform to stop
-        :arg error_trace: Whether to include the stack trace of returned
-            errors.
-        :arg filter_path: Comma-separated list of filters used to reduce
-            the response.
-        :arg human: Whether to return human readable values for
-            statistics.
-        :arg pretty: Whether to pretty format the returned JSON
-            response.
-        :arg source: The URL-encoded request definition. Useful for
-            libraries that do not accept a request body for non-POST requests.
-        """
-        if id in SKIP_IN_PATH:
-            raise ValueError("Empty value passed for a required argument 'id'.")
-
-        return self.transport.perform_request(
-            "POST",
-            _make_path("_plugins", "_transform", id, "_stop"),
-            params=params,
-            headers=headers,
-        )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/py.typed
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
deleted file mode 100644
index e5c0a6c91..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/serializer.py
+++ /dev/null
@@ -1,215 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-from typing import Any, Dict, Optional
-
-try:
-    import simplejson as json
-except ImportError:
-    import json  # type: ignore
-
-import uuid
-from datetime import date, datetime
-from decimal import Decimal
-
-from .compat import string_types
-from .exceptions import ImproperlyConfigured, SerializationError
-from .helpers.utils import AttrList
-
-INTEGER_TYPES = ()
-FLOAT_TYPES = (Decimal,)
-TIME_TYPES = (date, datetime)
-
-
-class Serializer(object):
-    mimetype: str = ""
-
-    def loads(self, s: str) -> Any:
-        raise NotImplementedError()
-
-    def dumps(self, data: Any) -> Any:
-        raise NotImplementedError()
-
-
-class TextSerializer(Serializer):
-    mimetype: str = "text/plain"
-
-    def loads(self, s: str) -> Any:
-        return s
-
-    def dumps(self, data: Any) -> Any:
-        if isinstance(data, string_types):
-            return data
-
-        raise SerializationError("Cannot serialize %r into text." % data)
-
-
-class JSONSerializer(Serializer):
-    mimetype: str = "application/json"
-
-    def default(self, data: Any) -> Any:
-        if isinstance(data, TIME_TYPES):
-            # Little hack to avoid importing pandas but to not
-            # return 'NaT' string for pd.NaT as that's not a valid
-            # date.
-            formatted_data = data.isoformat()
-            if formatted_data != "NaT":
-                return formatted_data
-
-        if isinstance(data, uuid.UUID):
-            return str(data)
-        elif isinstance(data, FLOAT_TYPES):
-            return float(data)
-        elif INTEGER_TYPES and isinstance(data, INTEGER_TYPES):
-            return int(data)
-
-        # Special cases for numpy and pandas types
-        # These are expensive to import so we try them last.
-        try:
-            import numpy as np
-
-            if isinstance(
-                data,
-                (
-                    np.int_,
-                    np.intc,
-                    np.int8,
-                    np.int16,
-                    np.int32,
-                    np.int64,
-                    np.uint8,
-                    np.uint16,
-                    np.uint32,
-                    np.uint64,
-                ),
-            ):
-                return int(data)
-            elif isinstance(
-                data,
-                (
-                    np.float_,
-                    np.float16,
-                    np.float32,
-                    np.float64,
-                ),
-            ):
-                return float(data)
-            elif isinstance(data, np.bool_):
-                return bool(data)
-            elif isinstance(data, np.datetime64):
-                return data.item().isoformat()
-            elif isinstance(data, np.ndarray):
-                return data.tolist()
-        except ImportError:
-            pass
-
-        try:
-            import pandas as pd
-
-            if isinstance(data, (pd.Series, pd.Categorical)):
-                return data.tolist()
-            elif isinstance(data, pd.Timestamp) and data is not getattr(
-                pd, "NaT", None
-            ):
-                return data.isoformat()
-            elif data is getattr(pd, "NA", None):
-                return None
-        except ImportError:
-            pass
-
-        raise TypeError("Unable to serialize %r (type: %s)" % (data, type(data)))
-
-    def loads(self, s: str) -> Any:
-        try:
-            return json.loads(s)
-        except (ValueError, TypeError) as e:
-            raise SerializationError(s, e)
-
-    def dumps(self, data: Any) -> Any:
-        # don't serialize strings
-        if isinstance(data, string_types):
-            return data
-
-        try:
-            return json.dumps(
-                data, default=self.default, ensure_ascii=False, separators=(",", ":")
-            )
-        except (ValueError, TypeError) as e:
-            raise SerializationError(data, e)
-
-
-DEFAULT_SERIALIZERS: Dict[str, Serializer] = {
-    JSONSerializer.mimetype: JSONSerializer(),
-    TextSerializer.mimetype: TextSerializer(),
-}
-
-
-class Deserializer(object):
-    def __init__(
-        self,
-        serializers: Dict[str, Serializer],
-        default_mimetype: str = "application/json",
-    ) -> None:
-        try:
-            self.default = serializers[default_mimetype]
-        except KeyError:
-            raise ImproperlyConfigured(
-                "Cannot find default serializer (%s)" % default_mimetype
-            )
-        self.serializers = serializers
-
-    def loads(self, s: str, mimetype: Optional[str] = None) -> Any:
-        if not mimetype:
-            deserializer = self.default
-        else:
-            # Treat 'application/vnd.elasticsearch+json'
-            # as application/json for compatibility.
-            if mimetype == "application/vnd.elasticsearch+json":
-                mimetype = "application/json"
-
-            # split out charset
-            mimetype, _, _ = mimetype.partition(";")
-            try:
-                deserializer = self.serializers[mimetype]
-            except KeyError:
-                raise SerializationError(
-                    "Unknown mimetype, unable to deserialize: %s" % mimetype
-                )
-
-        return deserializer.loads(s)
-
-
-class AttrJSONSerializer(JSONSerializer):
-    def default(self, data: Any) -> Any:
-        if isinstance(data, AttrList):
-            return data._l_
-        if hasattr(data, "to_dict"):
-            return data.to_dict()
-        return super(AttrJSONSerializer, self).default(data)
-
-
-serializer = AttrJSONSerializer()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
deleted file mode 100644
index 5c7e62978..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/opensearchpy/transport.py
+++ /dev/null
@@ -1,514 +0,0 @@
-# SPDX-License-Identifier: Apache-2.0
-#
-# The OpenSearch Contributors require contributions made to
-# this file be licensed under the Apache-2.0 license or a
-# compatible open source license.
-#
-# Modifications Copyright OpenSearch Contributors. See
-# GitHub history for details.
-#
-#  Licensed to Elasticsearch B.V. under one or more contributor
-#  license agreements. See the NOTICE file distributed with
-#  this work for additional information regarding copyright
-#  ownership. Elasticsearch B.V. licenses this file to you under
-#  the Apache License, Version 2.0 (the "License"); you may
-#  not use this file except in compliance with the License.
-#  You may obtain a copy of the License at
-#
-# 	http://www.apache.org/licenses/LICENSE-2.0
-#
-#  Unless required by applicable law or agreed to in writing,
-#  software distributed under the License is distributed on an
-#  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-#  KIND, either express or implied.  See the License for the
-#  specific language governing permissions and limitations
-#  under the License.
-
-
-import time
-from itertools import chain
-from typing import Any, Callable, Collection, Dict, List, Mapping, Optional, Type, Union
-
-from opensearchpy.metrics import Metrics, MetricsNone
-
-from .connection import Connection, Urllib3HttpConnection
-from .connection_pool import ConnectionPool, DummyConnectionPool, EmptyConnectionPool
-from .exceptions import (
-    ConnectionError,
-    ConnectionTimeout,
-    SerializationError,
-    TransportError,
-)
-from .serializer import DEFAULT_SERIALIZERS, Deserializer, JSONSerializer, Serializer
-
-
-def get_host_info(
-    node_info: Dict[str, Any], host: Optional[Dict[str, Any]]
-) -> Optional[Dict[str, Any]]:
-    """
-    Simple callback that takes the node info from `/_cluster/nodes` and a
-    parsed connection information and return the connection information. If
-    `None` is returned this node will be skipped.
-
-    Useful for filtering nodes (by proximity for example) or if additional
-    information needs to be provided for the :class:`~opensearchpy.Connection`
-    class. By default cluster_manager only nodes are filtered out since they shouldn't
-    typically be used for API operations.
-
-    :arg node_info: node information from `/_cluster/nodes`
-    :arg host: connection information (host, port) extracted from the node info
-    """
-    # ignore cluster_manager only nodes
-    if node_info.get("roles", []) == ["cluster_manager"]:
-        return None
-    return host
-
-
-class Transport(object):
-    """
-    Encapsulation of transport-related to logic. Handles instantiation of the
-    individual connections as well as creating a connection pool to hold them.
-
-    Main interface is the `perform_request` method.
-    """
-
-    DEFAULT_CONNECTION_CLASS: Type[Connection] = Urllib3HttpConnection
-
-    connection_pool: Any
-    deserializer: Deserializer
-
-    max_retries: int
-    retry_on_timeout: bool
-    retry_on_status: Collection[int]
-    send_get_body_as: str
-    serializer: Serializer
-    connection_pool_class: Any
-    connection_class: Type[Connection]
-    kwargs: Any
-    hosts: Any
-    seed_connections: List[Connection]
-    sniffer_timeout: Optional[float]
-    sniff_on_start: bool
-    sniff_on_connection_fail: bool
-    last_sniff: float
-    sniff_timeout: Optional[float]
-    host_info_callback: Any
-    metrics: Metrics
-
-    def __init__(
-        self,
-        hosts: Any,
-        connection_class: Optional[Type[Connection]] = None,
-        connection_pool_class: Type[ConnectionPool] = ConnectionPool,
-        host_info_callback: Callable[
-            [Dict[str, Any], Optional[Dict[str, Any]]], Optional[Dict[str, Any]]
-        ] = get_host_info,
-        sniff_on_start: bool = False,
-        sniffer_timeout: Optional[float] = None,
-        sniff_timeout: float = 0.1,
-        sniff_on_connection_fail: bool = False,
-        serializer: Serializer = JSONSerializer(),
-        serializers: Optional[Mapping[str, Serializer]] = None,
-        default_mimetype: str = "application/json",
-        max_retries: int = 3,
-        pool_maxsize: Optional[int] = None,
-        retry_on_status: Collection[int] = (502, 503, 504),
-        retry_on_timeout: bool = False,
-        send_get_body_as: str = "GET",
-        metrics: Metrics = MetricsNone(),
-        **kwargs: Any
-    ) -> None:
-        """
-        :arg hosts: list of dictionaries, each containing keyword arguments to
-            create a `connection_class` instance
-        :arg connection_class: subclass of :class:`~opensearchpy.Connection` to use
-        :arg connection_pool_class: subclass of :class:`~opensearchpy.ConnectionPool` to use
-        :arg host_info_callback: callback responsible for taking the node information from
-            `/_cluster/nodes`, along with already extracted information, and
-            producing a list of arguments (same as `hosts` parameter)
-        :arg sniff_on_start: flag indicating whether to obtain a list of nodes
-            from the cluster at startup time
-        :arg sniffer_timeout: number of seconds between automatic sniffs
-        :arg sniff_on_connection_fail: flag controlling if connection failure triggers a sniff
-        :arg sniff_timeout: timeout used for the sniff request - it should be a
-            fast api call and we are talking potentially to more nodes so we want
-            to fail quickly. Not used during initial sniffing (if
-            ``sniff_on_start`` is on) when the connection still isn't
-            initialized.
-        :arg serializer: serializer instance
-        :arg serializers: optional dict of serializer instances that will be
-            used for deserializing data coming from the server. (key is the mimetype)
-        :arg default_mimetype: when no mimetype is specified by the server
-            response assume this mimetype, defaults to `'application/json'`
-        :arg max_retries: maximum number of retries before an exception is propagated
-        :arg retry_on_status: set of HTTP status codes on which we should retry
-            on a different node. defaults to ``(502, 503, 504)``
-        :arg retry_on_timeout: should timeout trigger a retry on different
-            node? (default `False`)
-        :arg send_get_body_as: for GET requests with body this option allows
-            you to specify an alternate way of execution for environments that
-            don't support passing bodies with GET requests. If you set this to
-            'POST' a POST method will be used instead, if to 'source' then the body
-            will be serialized and passed as a query parameter `source`.
-        :arg pool_maxsize: Maximum connection pool size used by pool-manager
-            For custom connection-pooling on current session
-        :arg metrics: metrics is an instance of a subclass of the
-            :class:`~opensearchpy.Metrics` class, used for collecting
-            and reporting metrics related to the client's operations;
-
-        Any extra keyword arguments will be passed to the `connection_class`
-        when creating and instance unless overridden by that connection's
-        options provided as part of the hosts parameter.
-        """
-        self.metrics = metrics
-        if connection_class is None:
-            connection_class = self.DEFAULT_CONNECTION_CLASS
-
-        # serialization config
-        _serializers = DEFAULT_SERIALIZERS.copy()
-        # if a serializer has been specified, use it for deserialization as well
-        _serializers[serializer.mimetype] = serializer
-        # if custom serializers map has been supplied, override the defaults with it
-        if serializers:
-            _serializers.update(serializers)
-        # create a deserializer with our config
-        self.deserializer = Deserializer(_serializers, default_mimetype)
-
-        self.max_retries = max_retries
-        self.pool_maxsize = pool_maxsize
-        self.retry_on_timeout = retry_on_timeout
-        self.retry_on_status = retry_on_status
-        self.send_get_body_as = send_get_body_as
-
-        # data serializer
-        self.serializer = serializer
-
-        # store all strategies...
-        self.connection_pool_class = connection_pool_class
-        self.connection_class = connection_class
-
-        # ...save kwargs to be passed to the connections
-        self.kwargs = kwargs
-        self.hosts = hosts
-
-        # Start with an empty pool specifically for `AsyncTransport`.
-        # It should never be used, will be replaced on first call to
-        # .set_connections()
-        self.connection_pool = EmptyConnectionPool()
-
-        if hosts:
-            # ...and instantiate them
-            self.set_connections(hosts)
-            # retain the original connection instances for sniffing
-            self.seed_connections = list(self.connection_pool.connections[:])
-        else:
-            self.seed_connections = []
-
-        # sniffing data
-        self.sniffer_timeout = sniffer_timeout
-        self.sniff_on_start = sniff_on_start
-        self.sniff_on_connection_fail = sniff_on_connection_fail
-        self.last_sniff = time.time()
-        self.sniff_timeout = sniff_timeout
-
-        # callback to construct host dict from data in /_cluster/nodes
-        self.host_info_callback = host_info_callback
-
-        if sniff_on_start:
-            self.sniff_hosts(True)
-
-    def add_connection(self, host: Any) -> None:
-        """
-        Create a new :class:`~opensearchpy.Connection` instance and add it to the pool.
-
-        :arg host: kwargs that will be used to create the instance
-        """
-        self.hosts.append(host)
-        self.set_connections(self.hosts)
-
-    def set_connections(self, hosts: Any) -> None:
-        """
-        Instantiate all the connections and create new connection pool to hold them.
-        Tries to identify unchanged hosts and re-use existing
-        :class:`~opensearchpy.Connection` instances.
-
-        :arg hosts: same as `__init__`
-        """
-
-        # construct the connections
-        def _create_connection(host: Any) -> Any:
-            # if this is not the initial setup look at the existing connection
-            # options and identify connections that haven't changed and can be
-            # kept around.
-            if hasattr(self, "connection_pool"):
-                for connection, old_host in self.connection_pool.connection_opts:
-                    if old_host == host:
-                        return connection
-
-            # previously unseen params, create new connection
-            kwargs = self.kwargs.copy()
-            kwargs.update(host)
-            if self.pool_maxsize and isinstance(self.pool_maxsize, int):
-                kwargs["pool_maxsize"] = self.pool_maxsize
-            return self.connection_class(metrics=self.metrics, **kwargs)
-
-        connections = list(zip(map(_create_connection, hosts), hosts))
-        if len(connections) == 1:
-            self.connection_pool = DummyConnectionPool(connections)
-        else:
-            # pass the hosts dicts to the connection pool to optionally extract parameters from
-            self.connection_pool = self.connection_pool_class(
-                connections, **self.kwargs
-            )
-
-    def get_connection(self) -> Any:
-        """
-        Retrieve a :class:`~opensearchpy.Connection` instance from the
-        :class:`~opensearchpy.ConnectionPool` instance.
-        """
-        if self.sniffer_timeout:
-            if time.time() >= self.last_sniff + self.sniffer_timeout:
-                self.sniff_hosts()
-        return self.connection_pool.get_connection()
-
-    def _get_sniff_data(self, initial: bool = False) -> Any:
-        """
-        Perform the request to get sniffing information. Returns a list of
-        dictionaries (one per node) containing all the information from the
-        cluster.
-
-        It also sets the last_sniff attribute in case of a successful attempt.
-
-        In rare cases it might be possible to override this method in your
-        custom Transport class to serve data from alternative source like
-        configuration management.
-        """
-        previous_sniff = self.last_sniff
-
-        try:
-            # reset last_sniff timestamp
-            self.last_sniff = time.time()
-            # go through all current connections as well as the
-            # seed_connections for good measure
-            for c in chain(self.connection_pool.connections, self.seed_connections):
-                try:
-                    # use small timeout for the sniffing request, should be a fast api call
-                    _, headers, node_info = c.perform_request(
-                        "GET",
-                        "/_nodes/_all/http",
-                        timeout=self.sniff_timeout if not initial else None,
-                    )
-
-                    # Lowercase all the header names for consistency in accessing them.
-                    headers = {
-                        header.lower(): value for header, value in headers.items()
-                    }
-
-                    node_info = self.deserializer.loads(
-                        node_info, headers.get("content-type")
-                    )
-                    break
-                except (ConnectionError, SerializationError):
-                    pass
-            else:
-                raise TransportError("N/A", "Unable to sniff hosts.")
-        except Exception:
-            # keep the previous value on error
-            self.last_sniff = previous_sniff
-            raise
-
-        return list(node_info["nodes"].values())
-
-    def _get_host_info(self, host_info: Any) -> Any:
-        host = {}
-        address = host_info.get("http", {}).get("publish_address")
-
-        # malformed or no address given
-        if not address or ":" not in address:
-            return None
-
-        if "/" in address:
-            # Support 7.x host/ip:port behavior where http.publish_host has been set.
-            fqdn, ipaddress = address.split("/", 1)
-            host["host"] = fqdn
-            _, host["port"] = ipaddress.rsplit(":", 1)
-            host["port"] = int(host["port"])
-
-        else:
-            host["host"], host["port"] = address.rsplit(":", 1)
-            host["port"] = int(host["port"])
-
-        return self.host_info_callback(host_info, host)
-
-    def sniff_hosts(self, initial: bool = False) -> Any:
-        """
-        Obtain a list of nodes from the cluster and create a new connection
-        pool using the information retrieved.
-
-        To extract the node connection parameters use the ``nodes_to_host_callback``.
-
-        :arg initial: flag indicating if this is during startup
-            (``sniff_on_start``), ignore the ``sniff_timeout`` if ``True``
-        """
-        node_info = self._get_sniff_data(initial)
-
-        hosts: Any = list(filter(None, (self._get_host_info(n) for n in node_info)))
-
-        # we weren't able to get any nodes or host_info_callback blocked all -
-        # raise error.
-        if not hosts:
-            raise TransportError(
-                "N/A", "Unable to sniff hosts - no viable hosts found."
-            )
-
-        self.set_connections(hosts)
-
-    def mark_dead(self, connection: Connection) -> None:
-        """
-        Mark a connection as dead (failed) in the connection pool. If sniffing
-        on failure is enabled this will initiate the sniffing process.
-
-        :arg connection: instance of :class:`~opensearchpy.Connection` that failed
-        """
-        # mark as dead even when sniffing to avoid hitting this host during the sniff process
-        self.connection_pool.mark_dead(connection)
-        if self.sniff_on_connection_fail:
-            self.sniff_hosts()
-
-    def perform_request(
-        self,
-        method: str,
-        url: str,
-        params: Optional[Mapping[str, Any]] = None,
-        body: Any = None,
-        timeout: Optional[Union[int, float]] = None,
-        ignore: Collection[int] = (),
-        headers: Optional[Mapping[str, str]] = None,
-    ) -> Any:
-        """
-        Perform the actual request. Retrieve a connection from the connection
-        pool, pass all the information to its perform_request method and
-        return the data.
-
-        If an exception was raised, mark the connection as failed and retry (up
-        to `max_retries` times).
-
-        If the operation was successful and the connection used was previously
-        marked as dead, mark it as live, resetting its failure count.
-
-        :arg method: HTTP method to use
-        :arg url: absolute url (without host) to target
-        :arg headers: dictionary of headers, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class
-        :arg params: dictionary of query parameters, will be handed over to the
-            underlying :class:`~opensearchpy.Connection` class for serialization
-        :arg body: body of the request, will be serialized using serializer and
-            passed to the connection
-        """
-        method, params, body, ignore, timeout = self._resolve_request_args(
-            method, params, body
-        )
-
-        for attempt in range(self.max_retries + 1):
-            connection = self.get_connection()
-
-            try:
-                status, headers_response, data = connection.perform_request(
-                    method,
-                    url,
-                    params,
-                    body,
-                    headers=headers,
-                    ignore=ignore,
-                    timeout=timeout,
-                )
-
-                # Lowercase all the header names for consistency in accessing them.
-                headers_response = {
-                    header.lower(): value for header, value in headers_response.items()
-                }
-
-            except TransportError as e:
-                if method == "HEAD" and e.status_code == 404:
-                    return False
-
-                retry = False
-                if isinstance(e, ConnectionTimeout):
-                    retry = self.retry_on_timeout
-                elif isinstance(e, ConnectionError):
-                    retry = True
-                elif e.status_code in self.retry_on_status:
-                    retry = True
-
-                if retry:
-                    try:
-                        # only mark as dead if we are retrying
-                        self.mark_dead(connection)
-                    except TransportError:
-                        # If sniffing on failure, it could fail too. Catch the
-                        # exception not to interrupt the retries.
-                        pass
-                    # raise exception on last retry
-                    if attempt == self.max_retries:
-                        raise e
-                else:
-                    raise e
-
-            else:
-                # connection didn't fail, confirm its live status
-                self.connection_pool.mark_live(connection)
-
-                if method == "HEAD":
-                    return 200 <= status < 300
-
-                if data:
-                    data = self.deserializer.loads(
-                        data, headers_response.get("content-type")
-                    )
-                return data
-
-    def close(self) -> Any:
-        """
-        Explicitly closes connections
-        """
-        return self.connection_pool.close()
-
-    def _resolve_request_args(self, method: str, params: Any, body: Any) -> Any:
-        """Resolves parameters for .perform_request()"""
-        if body is not None:
-            body = self.serializer.dumps(body)
-
-            # some clients or environments don't support sending GET with body
-            if method in ("HEAD", "GET") and self.send_get_body_as != "GET":
-                # send it as post instead
-                if self.send_get_body_as == "POST":
-                    method = "POST"
-
-                # or as source parameter
-                elif self.send_get_body_as == "source":
-                    if params is None:
-                        params = {}
-                    params["source"] = body
-                    body = None
-
-        if body is not None:
-            try:
-                body = body.encode("utf-8", "surrogatepass")
-            except (UnicodeDecodeError, AttributeError):
-                # bytes/str - no need to re-encode
-                pass
-
-        ignore = ()
-        timeout = None
-        if params:
-            timeout = params.pop("request_timeout", None)
-            if not timeout:
-                timeout = params.pop("timeout", None)
-            ignore = params.pop("ignore", ())
-            if isinstance(ignore, int):
-                ignore = (ignore,)
-
-        return method, params, body, ignore, timeout
-
-
-__all__ = ["TransportError"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
deleted file mode 100644
index 1e65815cf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/LICENSE
+++ /dev/null
@@ -1,54 +0,0 @@
-Copyright 2017- Paul Ganssle <paul@ganssle.io>
-Copyright 2017- dateutil contributors (see AUTHORS file)
-
-   Licensed under the Apache License, Version 2.0 (the "License");
-   you may not use this file except in compliance with the License.
-   You may obtain a copy of the License at
-
-       http://www.apache.org/licenses/LICENSE-2.0
-
-   Unless required by applicable law or agreed to in writing, software
-   distributed under the License is distributed on an "AS IS" BASIS,
-   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-   See the License for the specific language governing permissions and
-   limitations under the License.
-
-The above license applies to all contributions after 2017-12-01, as well as
-all contributions that have been re-licensed (see AUTHORS file for the list of
-contributors who have re-licensed their code).
---------------------------------------------------------------------------------
-dateutil - Extensions to the standard Python datetime module.
-
-Copyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>
-Copyright (c) 2012-2014 - Tomi Pieviläinen <tomi.pievilainen@iki.fi>
-Copyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>
-Copyright (c) 2015-     - Paul Ganssle <paul@ganssle.io>
-Copyright (c) 2015-     - dateutil contributors (see AUTHORS file)
-
-All rights reserved.
-
-Redistribution and use in source and binary forms, with or without
-modification, are permitted provided that the following conditions are met:
-
-    * Redistributions of source code must retain the above copyright notice,
-      this list of conditions and the following disclaimer.
-    * Redistributions in binary form must reproduce the above copyright notice,
-      this list of conditions and the following disclaimer in the documentation
-      and/or other materials provided with the distribution.
-    * Neither the name of the copyright holder nor the names of its
-      contributors may be used to endorse or promote products derived from
-      this software without specific prior written permission.
-
-THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR
-CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
-EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
-PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
-PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
-LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
-NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
-SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-
-The above BSD License Applies to all code, even that also covered by Apache 2.0.
\ No newline at end of file
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
deleted file mode 100644
index 577f2bf2b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/METADATA
+++ /dev/null
@@ -1,204 +0,0 @@
-Metadata-Version: 2.1
-Name: python-dateutil
-Version: 2.9.0.post0
-Summary: Extensions to the standard Python datetime module
-Home-page: https://github.com/dateutil/dateutil
-Author: Gustavo Niemeyer
-Author-email: gustavo@niemeyer.net
-Maintainer: Paul Ganssle
-Maintainer-email: dateutil@python.org
-License: Dual License
-Project-URL: Documentation, https://dateutil.readthedocs.io/en/stable/
-Project-URL: Source, https://github.com/dateutil/dateutil
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: BSD License
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 2.7
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.3
-Classifier: Programming Language :: Python :: 3.4
-Classifier: Programming Language :: Python :: 3.5
-Classifier: Programming Language :: Python :: 3.6
-Classifier: Programming Language :: Python :: 3.7
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: !=3.0.*,!=3.1.*,!=3.2.*,>=2.7
-Description-Content-Type: text/x-rst
-License-File: LICENSE
-Requires-Dist: six >=1.5
-
-dateutil - powerful extensions to datetime
-==========================================
-
-|pypi| |support| |licence|
-
-|gitter| |readthedocs|
-
-|travis| |appveyor| |pipelines| |coverage|
-
-.. |pypi| image:: https://img.shields.io/pypi/v/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: pypi version
-
-.. |support| image:: https://img.shields.io/pypi/pyversions/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: supported Python version
-
-.. |travis| image:: https://img.shields.io/travis/dateutil/dateutil/master.svg?style=flat-square&label=Travis%20Build
-    :target: https://travis-ci.org/dateutil/dateutil
-    :alt: travis build status
-
-.. |appveyor| image:: https://img.shields.io/appveyor/ci/dateutil/dateutil/master.svg?style=flat-square&logo=appveyor
-    :target: https://ci.appveyor.com/project/dateutil/dateutil
-    :alt: appveyor build status
-
-.. |pipelines| image:: https://dev.azure.com/pythondateutilazure/dateutil/_apis/build/status/dateutil.dateutil?branchName=master
-    :target: https://dev.azure.com/pythondateutilazure/dateutil/_build/latest?definitionId=1&branchName=master
-    :alt: azure pipelines build status
-
-.. |coverage| image:: https://codecov.io/gh/dateutil/dateutil/branch/master/graphs/badge.svg?branch=master
-    :target: https://codecov.io/gh/dateutil/dateutil?branch=master
-    :alt: Code coverage
-
-.. |gitter| image:: https://badges.gitter.im/dateutil/dateutil.svg
-   :alt: Join the chat at https://gitter.im/dateutil/dateutil
-   :target: https://gitter.im/dateutil/dateutil
-
-.. |licence| image:: https://img.shields.io/pypi/l/python-dateutil.svg?style=flat-square
-    :target: https://pypi.org/project/python-dateutil/
-    :alt: licence
-
-.. |readthedocs| image:: https://img.shields.io/readthedocs/dateutil/latest.svg?style=flat-square&label=Read%20the%20Docs
-   :alt: Read the documentation at https://dateutil.readthedocs.io/en/latest/
-   :target: https://dateutil.readthedocs.io/en/latest/
-
-The `dateutil` module provides powerful extensions to
-the standard `datetime` module, available in Python.
-
-Installation
-============
-`dateutil` can be installed from PyPI using `pip` (note that the package name is
-different from the importable name)::
-
-    pip install python-dateutil
-
-Download
-========
-dateutil is available on PyPI
-https://pypi.org/project/python-dateutil/
-
-The documentation is hosted at:
-https://dateutil.readthedocs.io/en/stable/
-
-Code
-====
-The code and issue tracker are hosted on GitHub:
-https://github.com/dateutil/dateutil/
-
-Features
-========
-
-* Computing of relative deltas (next month, next year,
-  next Monday, last week of month, etc);
-* Computing of relative deltas between two given
-  date and/or datetime objects;
-* Computing of dates based on very flexible recurrence rules,
-  using a superset of the `iCalendar <https://www.ietf.org/rfc/rfc2445.txt>`_
-  specification. Parsing of RFC strings is supported as well.
-* Generic parsing of dates in almost any string format;
-* Timezone (tzinfo) implementations for tzfile(5) format
-  files (/etc/localtime, /usr/share/zoneinfo, etc), TZ
-  environment string (in all known formats), iCalendar
-  format files, given ranges (with help from relative deltas),
-  local machine timezone, fixed offset timezone, UTC timezone,
-  and Windows registry-based time zones.
-* Internal up-to-date world timezone information based on
-  Olson's database.
-* Computing of Easter Sunday dates for any given year,
-  using Western, Orthodox or Julian algorithms;
-* A comprehensive test suite.
-
-Quick example
-=============
-Here's a snapshot, just to give an idea about the power of the
-package. For more examples, look at the documentation.
-
-Suppose you want to know how much time is left, in
-years/months/days/etc, before the next easter happening on a
-year with a Friday 13th in August, and you want to get today's
-date out of the "date" unix system command. Here is the code:
-
-.. code-block:: python3
-
-    >>> from dateutil.relativedelta import *
-    >>> from dateutil.easter import *
-    >>> from dateutil.rrule import *
-    >>> from dateutil.parser import *
-    >>> from datetime import *
-    >>> now = parse("Sat Oct 11 17:13:46 UTC 2003")
-    >>> today = now.date()
-    >>> year = rrule(YEARLY,dtstart=now,bymonth=8,bymonthday=13,byweekday=FR)[0].year
-    >>> rdelta = relativedelta(easter(year), today)
-    >>> print("Today is: %s" % today)
-    Today is: 2003-10-11
-    >>> print("Year with next Aug 13th on a Friday is: %s" % year)
-    Year with next Aug 13th on a Friday is: 2004
-    >>> print("How far is the Easter of that year: %s" % rdelta)
-    How far is the Easter of that year: relativedelta(months=+6)
-    >>> print("And the Easter of that year is: %s" % (today+rdelta))
-    And the Easter of that year is: 2004-04-11
-
-Being exactly 6 months ahead was **really** a coincidence :)
-
-Contributing
-============
-
-We welcome many types of contributions - bug reports, pull requests (code, infrastructure or documentation fixes). For more information about how to contribute to the project, see the ``CONTRIBUTING.md`` file in the repository.
-
-
-Author
-======
-The dateutil module was written by Gustavo Niemeyer <gustavo@niemeyer.net>
-in 2003.
-
-It is maintained by:
-
-* Gustavo Niemeyer <gustavo@niemeyer.net> 2003-2011
-* Tomi Pieviläinen <tomi.pievilainen@iki.fi> 2012-2014
-* Yaron de Leeuw <me@jarondl.net> 2014-2016
-* Paul Ganssle <paul@ganssle.io> 2015-
-
-Starting with version 2.4.1 and running until 2.8.2, all source and binary
-distributions will be signed by a PGP key that has, at the very least, been
-signed by the key which made the previous release. A table of release signing
-keys can be found below:
-
-===========  ============================
-Releases     Signing key fingerprint
-===========  ============================
-2.4.1-2.8.2  `6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB`_
-===========  ============================
-
-New releases *may* have signed tags, but binary and source distributions
-uploaded to PyPI will no longer have GPG signatures attached.
-
-Contact
-=======
-Our mailing list is available at `dateutil@python.org <https://mail.python.org/mailman/listinfo/dateutil>`_. As it is hosted by the PSF, it is subject to the `PSF code of
-conduct <https://www.python.org/psf/conduct/>`_.
-
-License
-=======
-
-All contributions after December 1, 2017 released under dual license - either `Apache 2.0 License <https://www.apache.org/licenses/LICENSE-2.0>`_ or the `BSD 3-Clause License <https://opensource.org/licenses/BSD-3-Clause>`_. Contributions before December 1, 2017 - except those those explicitly relicensed - are released only under the BSD 3-Clause License.
-
-
-.. _6B49 ACBA DCF6 BD1C A206 67AB CD54 FCE3 D964 BEFB:
-   https://pgp.mit.edu/pks/lookup?op=vindex&search=0xCD54FCE3D964BEFB
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
deleted file mode 100644
index 2b874cbef..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/RECORD
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/WHEEL
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+++ /dev/null
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-Wheel-Version: 1.0
-Generator: bdist_wheel (0.42.0)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/top_level.txt
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+++ /dev/null
@@ -1 +0,0 @@
-dateutil
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe b/eventbridge-bedrock-s3-aoss/functions/layers/python/python_dateutil-2.9.0.post0.dist-info/zip-safe
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+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/INSTALLER
+++ /dev/null
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-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
deleted file mode 100644
index 67db85882..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/LICENSE
+++ /dev/null
@@ -1,175 +0,0 @@
-
-                                 Apache License
-                           Version 2.0, January 2004
-                        http://www.apache.org/licenses/
-
-   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
-   1. Definitions.
-
-      "License" shall mean the terms and conditions for use, reproduction,
-      and distribution as defined by Sections 1 through 9 of this document.
-
-      "Licensor" shall mean the copyright owner or entity authorized by
-      the copyright owner that is granting the License.
-
-      "Legal Entity" shall mean the union of the acting entity and all
-      other entities that control, are controlled by, or are under common
-      control with that entity. For the purposes of this definition,
-      "control" means (i) the power, direct or indirect, to cause the
-      direction or management of such entity, whether by contract or
-      otherwise, or (ii) ownership of fifty percent (50%) or more of the
-      outstanding shares, or (iii) beneficial ownership of such entity.
-
-      "You" (or "Your") shall mean an individual or Legal Entity
-      exercising permissions granted by this License.
-
-      "Source" form shall mean the preferred form for making modifications,
-      including but not limited to software source code, documentation
-      source, and configuration files.
-
-      "Object" form shall mean any form resulting from mechanical
-      transformation or translation of a Source form, including but
-      not limited to compiled object code, generated documentation,
-      and conversions to other media types.
-
-      "Work" shall mean the work of authorship, whether in Source or
-      Object form, made available under the License, as indicated by a
-      copyright notice that is included in or attached to the work
-      (an example is provided in the Appendix below).
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-      "Derivative Works" shall mean any work, whether in Source or Object
-      form, that is based on (or derived from) the Work and for which the
-      editorial revisions, annotations, elaborations, or other modifications
-      represent, as a whole, an original work of authorship. For the purposes
-      of this License, Derivative Works shall not include works that remain
-      separable from, or merely link (or bind by name) to the interfaces of,
-      the Work and Derivative Works thereof.
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-      "Contribution" shall mean any work of authorship, including
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-      as of the date such litigation is filed.
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-   4. Redistribution. You may reproduce and distribute copies of the
-      Work or Derivative Works thereof in any medium, with or without
-      modifications, and in Source or Object form, provided that You
-      meet the following conditions:
-
-      (a) You must give any other recipients of the Work or
-          Derivative Works a copy of this License; and
-
-      (b) You must cause any modified files to carry prominent notices
-          stating that You changed the files; and
-
-      (c) You must retain, in the Source form of any Derivative Works
-          that You distribute, all copyright, patent, trademark, and
-          attribution notices from the Source form of the Work,
-          excluding those notices that do not pertain to any part of
-          the Derivative Works; and
-
-      (d) If the Work includes a "NOTICE" text file as part of its
-          distribution, then any Derivative Works that You distribute must
-          include a readable copy of the attribution notices contained
-          within such NOTICE file, excluding those notices that do not
-          pertain to any part of the Derivative Works, in at least one
-          of the following places: within a NOTICE text file distributed
-          as part of the Derivative Works; within the Source form or
-          documentation, if provided along with the Derivative Works; or,
-          within a display generated by the Derivative Works, if and
-          wherever such third-party notices normally appear. The contents
-          of the NOTICE file are for informational purposes only and
-          do not modify the License. You may add Your own attribution
-          notices within Derivative Works that You distribute, alongside
-          or as an addendum to the NOTICE text from the Work, provided
-          that such additional attribution notices cannot be construed
-          as modifying the License.
-
-      You may add Your own copyright statement to Your modifications and
-      may provide additional or different license terms and conditions
-      for use, reproduction, or distribution of Your modifications, or
-      for any such Derivative Works as a whole, provided Your use,
-      reproduction, and distribution of the Work otherwise complies with
-      the conditions stated in this License.
-
-   5. Submission of Contributions. Unless You explicitly state otherwise,
-      any Contribution intentionally submitted for inclusion in the Work
-      by You to the Licensor shall be under the terms and conditions of
-      this License, without any additional terms or conditions.
-      Notwithstanding the above, nothing herein shall supersede or modify
-      the terms of any separate license agreement you may have executed
-      with Licensor regarding such Contributions.
-
-   6. Trademarks. This License does not grant permission to use the trade
-      names, trademarks, service marks, or product names of the Licensor,
-      except as required for reasonable and customary use in describing the
-      origin of the Work and reproducing the content of the NOTICE file.
-
-   7. Disclaimer of Warranty. Unless required by applicable law or
-      agreed to in writing, Licensor provides the Work (and each
-      Contributor provides its Contributions) on an "AS IS" BASIS,
-      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-      implied, including, without limitation, any warranties or conditions
-      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-      PARTICULAR PURPOSE. You are solely responsible for determining the
-      appropriateness of using or redistributing the Work and assume any
-      risks associated with Your exercise of permissions under this License.
-
-   8. Limitation of Liability. In no event and under no legal theory,
-      whether in tort (including negligence), contract, or otherwise,
-      unless required by applicable law (such as deliberate and grossly
-      negligent acts) or agreed to in writing, shall any Contributor be
-      liable to You for damages, including any direct, indirect, special,
-      incidental, or consequential damages of any character arising as a
-      result of this License or out of the use or inability to use the
-      Work (including but not limited to damages for loss of goodwill,
-      work stoppage, computer failure or malfunction, or any and all
-      other commercial damages or losses), even if such Contributor
-      has been advised of the possibility of such damages.
-
-   9. Accepting Warranty or Additional Liability. While redistributing
-      the Work or Derivative Works thereof, You may choose to offer,
-      and charge a fee for, acceptance of support, warranty, indemnity,
-      or other liability obligations and/or rights consistent with this
-      License. However, in accepting such obligations, You may act only
-      on Your own behalf and on Your sole responsibility, not on behalf
-      of any other Contributor, and only if You agree to indemnify,
-      defend, and hold each Contributor harmless for any liability
-      incurred by, or claims asserted against, such Contributor by reason
-      of your accepting any such warranty or additional liability.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
deleted file mode 100644
index 72d9dc531..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/METADATA
+++ /dev/null
@@ -1,119 +0,0 @@
-Metadata-Version: 2.1
-Name: requests
-Version: 2.32.3
-Summary: Python HTTP for Humans.
-Home-page: https://requests.readthedocs.io
-Author: Kenneth Reitz
-Author-email: me@kennethreitz.org
-License: Apache-2.0
-Project-URL: Documentation, https://requests.readthedocs.io
-Project-URL: Source, https://github.com/psf/requests
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Environment :: Web Environment
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: Apache Software License
-Classifier: Natural Language :: English
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: WWW/HTTP
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: >=3.8
-Description-Content-Type: text/markdown
-License-File: LICENSE
-Requires-Dist: charset-normalizer <4,>=2
-Requires-Dist: idna <4,>=2.5
-Requires-Dist: urllib3 <3,>=1.21.1
-Requires-Dist: certifi >=2017.4.17
-Provides-Extra: security
-Provides-Extra: socks
-Requires-Dist: PySocks !=1.5.7,>=1.5.6 ; extra == 'socks'
-Provides-Extra: use_chardet_on_py3
-Requires-Dist: chardet <6,>=3.0.2 ; extra == 'use_chardet_on_py3'
-
-# Requests
-
-**Requests** is a simple, yet elegant, HTTP library.
-
-```python
->>> import requests
->>> r = requests.get('https://httpbin.org/basic-auth/user/pass', auth=('user', 'pass'))
->>> r.status_code
-200
->>> r.headers['content-type']
-'application/json; charset=utf8'
->>> r.encoding
-'utf-8'
->>> r.text
-'{"authenticated": true, ...'
->>> r.json()
-{'authenticated': True, ...}
-```
-
-Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your `PUT` & `POST` data — but nowadays, just use the `json` method!
-
-Requests is one of the most downloaded Python packages today, pulling in around `30M downloads / week`— according to GitHub, Requests is currently [depended upon](https://github.com/psf/requests/network/dependents?package_id=UGFja2FnZS01NzA4OTExNg%3D%3D) by `1,000,000+` repositories. You may certainly put your trust in this code.
-
-[![Downloads](https://static.pepy.tech/badge/requests/month)](https://pepy.tech/project/requests)
-[![Supported Versions](https://img.shields.io/pypi/pyversions/requests.svg)](https://pypi.org/project/requests)
-[![Contributors](https://img.shields.io/github/contributors/psf/requests.svg)](https://github.com/psf/requests/graphs/contributors)
-
-## Installing Requests and Supported Versions
-
-Requests is available on PyPI:
-
-```console
-$ python -m pip install requests
-```
-
-Requests officially supports Python 3.8+.
-
-## Supported Features & Best–Practices
-
-Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today.
-
-- Keep-Alive & Connection Pooling
-- International Domains and URLs
-- Sessions with Cookie Persistence
-- Browser-style TLS/SSL Verification
-- Basic & Digest Authentication
-- Familiar `dict`–like Cookies
-- Automatic Content Decompression and Decoding
-- Multi-part File Uploads
-- SOCKS Proxy Support
-- Connection Timeouts
-- Streaming Downloads
-- Automatic honoring of `.netrc`
-- Chunked HTTP Requests
-
-## API Reference and User Guide available on [Read the Docs](https://requests.readthedocs.io)
-
-[![Read the Docs](https://raw.githubusercontent.com/psf/requests/main/ext/ss.png)](https://requests.readthedocs.io)
-
-## Cloning the repository
-
-When cloning the Requests repository, you may need to add the `-c
-fetch.fsck.badTimezone=ignore` flag to avoid an error about a bad commit (see
-[this issue](https://github.com/psf/requests/issues/2690) for more background):
-
-```shell
-git clone -c fetch.fsck.badTimezone=ignore https://github.com/psf/requests.git
-```
-
-You can also apply this setting to your global Git config:
-
-```shell
-git config --global fetch.fsck.badTimezone ignore
-```
-
----
-
-[![Kenneth Reitz](https://raw.githubusercontent.com/psf/requests/main/ext/kr.png)](https://kennethreitz.org) [![Python Software Foundation](https://raw.githubusercontent.com/psf/requests/main/ext/psf.png)](https://www.python.org/psf)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
deleted file mode 100644
index aa28849b9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/RECORD
+++ /dev/null
@@ -1,42 +0,0 @@
-requests-2.32.3.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-requests-2.32.3.dist-info/LICENSE,sha256=CeipvOyAZxBGUsFoaFqwkx54aPnIKEtm9a5u2uXxEws,10142
-requests-2.32.3.dist-info/METADATA,sha256=ZY7oRUweLnb7jCEnEW9hFWs7IpQbNVnAA4ncpwA4WBo,4610
-requests-2.32.3.dist-info/RECORD,,
-requests-2.32.3.dist-info/WHEEL,sha256=GJ7t_kWBFywbagK5eo9IoUwLW6oyOeTKmQ-9iHFVNxQ,92
-requests-2.32.3.dist-info/top_level.txt,sha256=fMSVmHfb5rbGOo6xv-O_tUX6j-WyixssE-SnwcDRxNQ,9
-requests/__init__.py,sha256=4xaAERmPDIBPsa2PsjpU9r06yooK-2mZKHTZAhWRWts,5072
-requests/__pycache__/__init__.cpython-311.pyc,,
-requests/__pycache__/__version__.cpython-311.pyc,,
-requests/__pycache__/_internal_utils.cpython-311.pyc,,
-requests/__pycache__/adapters.cpython-311.pyc,,
-requests/__pycache__/api.cpython-311.pyc,,
-requests/__pycache__/auth.cpython-311.pyc,,
-requests/__pycache__/certs.cpython-311.pyc,,
-requests/__pycache__/compat.cpython-311.pyc,,
-requests/__pycache__/cookies.cpython-311.pyc,,
-requests/__pycache__/exceptions.cpython-311.pyc,,
-requests/__pycache__/help.cpython-311.pyc,,
-requests/__pycache__/hooks.cpython-311.pyc,,
-requests/__pycache__/models.cpython-311.pyc,,
-requests/__pycache__/packages.cpython-311.pyc,,
-requests/__pycache__/sessions.cpython-311.pyc,,
-requests/__pycache__/status_codes.cpython-311.pyc,,
-requests/__pycache__/structures.cpython-311.pyc,,
-requests/__pycache__/utils.cpython-311.pyc,,
-requests/__version__.py,sha256=FVfglgZmNQnmYPXpOohDU58F5EUb_-VnSTaAesS187g,435
-requests/_internal_utils.py,sha256=nMQymr4hs32TqVo5AbCrmcJEhvPUh7xXlluyqwslLiQ,1495
-requests/adapters.py,sha256=KIcecscqam6reOCXRl4DwP4jX8Jcl8sd57ft17KR2cQ,27451
-requests/api.py,sha256=_Zb9Oa7tzVIizTKwFrPjDEY9ejtm_OnSRERnADxGsQs,6449
-requests/auth.py,sha256=kF75tqnLctZ9Mf_hm9TZIj4cQWnN5uxRz8oWsx5wmR0,10186
-requests/certs.py,sha256=Z9Sb410Anv6jUFTyss0jFFhU6xst8ctELqfy8Ev23gw,429
-requests/compat.py,sha256=C5w_DPLSurXPgcdWU78fora0APmbYkX2G89QvH5xzPA,1817
-requests/cookies.py,sha256=bNi-iqEj4NPZ00-ob-rHvzkvObzN3lEpgw3g6paS3Xw,18590
-requests/exceptions.py,sha256=jJPS1UWATs86ShVUaLorTiJb1SaGuoNEWgICJep-VkY,4260
-requests/help.py,sha256=gPX5d_H7Xd88aDABejhqGgl9B1VFRTt5BmiYvL3PzIQ,3875
-requests/hooks.py,sha256=CiuysiHA39V5UfcCBXFIx83IrDpuwfN9RcTUgv28ftQ,733
-requests/models.py,sha256=k42roXzC8u_OagAPQi9U4MkfO7i4r2FdaqvMqstPehc,35418
-requests/packages.py,sha256=_g0gZ681UyAlKHRjH6kanbaoxx2eAb6qzcXiODyTIoc,904
-requests/sessions.py,sha256=ykTI8UWGSltOfH07HKollH7kTBGw4WhiBVaQGmckTw4,30495
-requests/status_codes.py,sha256=iJUAeA25baTdw-6PfD0eF4qhpINDJRJI-yaMqxs4LEI,4322
-requests/structures.py,sha256=-IbmhVz06S-5aPSZuUthZ6-6D9XOjRuTXHOabY041XM,2912
-requests/utils.py,sha256=HiQC6Nq_Da3ktaMiFzQkh-dCk3iQHHKEsYS5kDc-8Cw,33619
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
deleted file mode 100644
index bab98d675..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/WHEEL
+++ /dev/null
@@ -1,5 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.43.0)
-Root-Is-Purelib: true
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
deleted file mode 100644
index f2293605c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests-2.32.3.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-requests
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
deleted file mode 100644
index 051cda134..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__init__.py
+++ /dev/null
@@ -1,184 +0,0 @@
-#   __
-#  /__)  _  _     _   _ _/   _
-# / (   (- (/ (/ (- _)  /  _)
-#          /
-
-"""
-Requests HTTP Library
-~~~~~~~~~~~~~~~~~~~~~
-
-Requests is an HTTP library, written in Python, for human beings.
-Basic GET usage:
-
-   >>> import requests
-   >>> r = requests.get('https://www.python.org')
-   >>> r.status_code
-   200
-   >>> b'Python is a programming language' in r.content
-   True
-
-... or POST:
-
-   >>> payload = dict(key1='value1', key2='value2')
-   >>> r = requests.post('https://httpbin.org/post', data=payload)
-   >>> print(r.text)
-   {
-     ...
-     "form": {
-       "key1": "value1",
-       "key2": "value2"
-     },
-     ...
-   }
-
-The other HTTP methods are supported - see `requests.api`. Full documentation
-is at <https://requests.readthedocs.io>.
-
-:copyright: (c) 2017 by Kenneth Reitz.
-:license: Apache 2.0, see LICENSE for more details.
-"""
-
-import warnings
-
-import urllib3
-
-from .exceptions import RequestsDependencyWarning
-
-try:
-    from charset_normalizer import __version__ as charset_normalizer_version
-except ImportError:
-    charset_normalizer_version = None
-
-try:
-    from chardet import __version__ as chardet_version
-except ImportError:
-    chardet_version = None
-
-
-def check_compatibility(urllib3_version, chardet_version, charset_normalizer_version):
-    urllib3_version = urllib3_version.split(".")
-    assert urllib3_version != ["dev"]  # Verify urllib3 isn't installed from git.
-
-    # Sometimes, urllib3 only reports its version as 16.1.
-    if len(urllib3_version) == 2:
-        urllib3_version.append("0")
-
-    # Check urllib3 for compatibility.
-    major, minor, patch = urllib3_version  # noqa: F811
-    major, minor, patch = int(major), int(minor), int(patch)
-    # urllib3 >= 1.21.1
-    assert major >= 1
-    if major == 1:
-        assert minor >= 21
-
-    # Check charset_normalizer for compatibility.
-    if chardet_version:
-        major, minor, patch = chardet_version.split(".")[:3]
-        major, minor, patch = int(major), int(minor), int(patch)
-        # chardet_version >= 3.0.2, < 6.0.0
-        assert (3, 0, 2) <= (major, minor, patch) < (6, 0, 0)
-    elif charset_normalizer_version:
-        major, minor, patch = charset_normalizer_version.split(".")[:3]
-        major, minor, patch = int(major), int(minor), int(patch)
-        # charset_normalizer >= 2.0.0 < 4.0.0
-        assert (2, 0, 0) <= (major, minor, patch) < (4, 0, 0)
-    else:
-        warnings.warn(
-            "Unable to find acceptable character detection dependency "
-            "(chardet or charset_normalizer).",
-            RequestsDependencyWarning,
-        )
-
-
-def _check_cryptography(cryptography_version):
-    # cryptography < 1.3.4
-    try:
-        cryptography_version = list(map(int, cryptography_version.split(".")))
-    except ValueError:
-        return
-
-    if cryptography_version < [1, 3, 4]:
-        warning = "Old version of cryptography ({}) may cause slowdown.".format(
-            cryptography_version
-        )
-        warnings.warn(warning, RequestsDependencyWarning)
-
-
-# Check imported dependencies for compatibility.
-try:
-    check_compatibility(
-        urllib3.__version__, chardet_version, charset_normalizer_version
-    )
-except (AssertionError, ValueError):
-    warnings.warn(
-        "urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported "
-        "version!".format(
-            urllib3.__version__, chardet_version, charset_normalizer_version
-        ),
-        RequestsDependencyWarning,
-    )
-
-# Attempt to enable urllib3's fallback for SNI support
-# if the standard library doesn't support SNI or the
-# 'ssl' library isn't available.
-try:
-    try:
-        import ssl
-    except ImportError:
-        ssl = None
-
-    if not getattr(ssl, "HAS_SNI", False):
-        from urllib3.contrib import pyopenssl
-
-        pyopenssl.inject_into_urllib3()
-
-        # Check cryptography version
-        from cryptography import __version__ as cryptography_version
-
-        _check_cryptography(cryptography_version)
-except ImportError:
-    pass
-
-# urllib3's DependencyWarnings should be silenced.
-from urllib3.exceptions import DependencyWarning
-
-warnings.simplefilter("ignore", DependencyWarning)
-
-# Set default logging handler to avoid "No handler found" warnings.
-import logging
-from logging import NullHandler
-
-from . import packages, utils
-from .__version__ import (
-    __author__,
-    __author_email__,
-    __build__,
-    __cake__,
-    __copyright__,
-    __description__,
-    __license__,
-    __title__,
-    __url__,
-    __version__,
-)
-from .api import delete, get, head, options, patch, post, put, request
-from .exceptions import (
-    ConnectionError,
-    ConnectTimeout,
-    FileModeWarning,
-    HTTPError,
-    JSONDecodeError,
-    ReadTimeout,
-    RequestException,
-    Timeout,
-    TooManyRedirects,
-    URLRequired,
-)
-from .models import PreparedRequest, Request, Response
-from .sessions import Session, session
-from .status_codes import codes
-
-logging.getLogger(__name__).addHandler(NullHandler())
-
-# FileModeWarnings go off per the default.
-warnings.simplefilter("default", FileModeWarning, append=True)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
deleted file mode 100644
index 2c105aca7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/__version__.py
+++ /dev/null
@@ -1,14 +0,0 @@
-# .-. .-. .-. . . .-. .-. .-. .-.
-# |(  |-  |.| | | |-  `-.  |  `-.
-# ' ' `-' `-`.`-' `-' `-'  '  `-'
-
-__title__ = "requests"
-__description__ = "Python HTTP for Humans."
-__url__ = "https://requests.readthedocs.io"
-__version__ = "2.32.3"
-__build__ = 0x023203
-__author__ = "Kenneth Reitz"
-__author_email__ = "me@kennethreitz.org"
-__license__ = "Apache-2.0"
-__copyright__ = "Copyright Kenneth Reitz"
-__cake__ = "\u2728 \U0001f370 \u2728"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
deleted file mode 100644
index f2cf635e2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/_internal_utils.py
+++ /dev/null
@@ -1,50 +0,0 @@
-"""
-requests._internal_utils
-~~~~~~~~~~~~~~
-
-Provides utility functions that are consumed internally by Requests
-which depend on extremely few external helpers (such as compat)
-"""
-import re
-
-from .compat import builtin_str
-
-_VALID_HEADER_NAME_RE_BYTE = re.compile(rb"^[^:\s][^:\r\n]*$")
-_VALID_HEADER_NAME_RE_STR = re.compile(r"^[^:\s][^:\r\n]*$")
-_VALID_HEADER_VALUE_RE_BYTE = re.compile(rb"^\S[^\r\n]*$|^$")
-_VALID_HEADER_VALUE_RE_STR = re.compile(r"^\S[^\r\n]*$|^$")
-
-_HEADER_VALIDATORS_STR = (_VALID_HEADER_NAME_RE_STR, _VALID_HEADER_VALUE_RE_STR)
-_HEADER_VALIDATORS_BYTE = (_VALID_HEADER_NAME_RE_BYTE, _VALID_HEADER_VALUE_RE_BYTE)
-HEADER_VALIDATORS = {
-    bytes: _HEADER_VALIDATORS_BYTE,
-    str: _HEADER_VALIDATORS_STR,
-}
-
-
-def to_native_string(string, encoding="ascii"):
-    """Given a string object, regardless of type, returns a representation of
-    that string in the native string type, encoding and decoding where
-    necessary. This assumes ASCII unless told otherwise.
-    """
-    if isinstance(string, builtin_str):
-        out = string
-    else:
-        out = string.decode(encoding)
-
-    return out
-
-
-def unicode_is_ascii(u_string):
-    """Determine if unicode string only contains ASCII characters.
-
-    :param str u_string: unicode string to check. Must be unicode
-        and not Python 2 `str`.
-    :rtype: bool
-    """
-    assert isinstance(u_string, str)
-    try:
-        u_string.encode("ascii")
-        return True
-    except UnicodeEncodeError:
-        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
deleted file mode 100644
index 9a58b1602..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/adapters.py
+++ /dev/null
@@ -1,719 +0,0 @@
-"""
-requests.adapters
-~~~~~~~~~~~~~~~~~
-
-This module contains the transport adapters that Requests uses to define
-and maintain connections.
-"""
-
-import os.path
-import socket  # noqa: F401
-import typing
-import warnings
-
-from urllib3.exceptions import ClosedPoolError, ConnectTimeoutError
-from urllib3.exceptions import HTTPError as _HTTPError
-from urllib3.exceptions import InvalidHeader as _InvalidHeader
-from urllib3.exceptions import (
-    LocationValueError,
-    MaxRetryError,
-    NewConnectionError,
-    ProtocolError,
-)
-from urllib3.exceptions import ProxyError as _ProxyError
-from urllib3.exceptions import ReadTimeoutError, ResponseError
-from urllib3.exceptions import SSLError as _SSLError
-from urllib3.poolmanager import PoolManager, proxy_from_url
-from urllib3.util import Timeout as TimeoutSauce
-from urllib3.util import parse_url
-from urllib3.util.retry import Retry
-from urllib3.util.ssl_ import create_urllib3_context
-
-from .auth import _basic_auth_str
-from .compat import basestring, urlparse
-from .cookies import extract_cookies_to_jar
-from .exceptions import (
-    ConnectionError,
-    ConnectTimeout,
-    InvalidHeader,
-    InvalidProxyURL,
-    InvalidSchema,
-    InvalidURL,
-    ProxyError,
-    ReadTimeout,
-    RetryError,
-    SSLError,
-)
-from .models import Response
-from .structures import CaseInsensitiveDict
-from .utils import (
-    DEFAULT_CA_BUNDLE_PATH,
-    extract_zipped_paths,
-    get_auth_from_url,
-    get_encoding_from_headers,
-    prepend_scheme_if_needed,
-    select_proxy,
-    urldefragauth,
-)
-
-try:
-    from urllib3.contrib.socks import SOCKSProxyManager
-except ImportError:
-
-    def SOCKSProxyManager(*args, **kwargs):
-        raise InvalidSchema("Missing dependencies for SOCKS support.")
-
-
-if typing.TYPE_CHECKING:
-    from .models import PreparedRequest
-
-
-DEFAULT_POOLBLOCK = False
-DEFAULT_POOLSIZE = 10
-DEFAULT_RETRIES = 0
-DEFAULT_POOL_TIMEOUT = None
-
-
-try:
-    import ssl  # noqa: F401
-
-    _preloaded_ssl_context = create_urllib3_context()
-    _preloaded_ssl_context.load_verify_locations(
-        extract_zipped_paths(DEFAULT_CA_BUNDLE_PATH)
-    )
-except ImportError:
-    # Bypass default SSLContext creation when Python
-    # interpreter isn't built with the ssl module.
-    _preloaded_ssl_context = None
-
-
-def _urllib3_request_context(
-    request: "PreparedRequest",
-    verify: "bool | str | None",
-    client_cert: "typing.Tuple[str, str] | str | None",
-    poolmanager: "PoolManager",
-) -> "(typing.Dict[str, typing.Any], typing.Dict[str, typing.Any])":
-    host_params = {}
-    pool_kwargs = {}
-    parsed_request_url = urlparse(request.url)
-    scheme = parsed_request_url.scheme.lower()
-    port = parsed_request_url.port
-
-    # Determine if we have and should use our default SSLContext
-    # to optimize performance on standard requests.
-    poolmanager_kwargs = getattr(poolmanager, "connection_pool_kw", {})
-    has_poolmanager_ssl_context = poolmanager_kwargs.get("ssl_context")
-    should_use_default_ssl_context = (
-        _preloaded_ssl_context is not None and not has_poolmanager_ssl_context
-    )
-
-    cert_reqs = "CERT_REQUIRED"
-    if verify is False:
-        cert_reqs = "CERT_NONE"
-    elif verify is True and should_use_default_ssl_context:
-        pool_kwargs["ssl_context"] = _preloaded_ssl_context
-    elif isinstance(verify, str):
-        if not os.path.isdir(verify):
-            pool_kwargs["ca_certs"] = verify
-        else:
-            pool_kwargs["ca_cert_dir"] = verify
-    pool_kwargs["cert_reqs"] = cert_reqs
-    if client_cert is not None:
-        if isinstance(client_cert, tuple) and len(client_cert) == 2:
-            pool_kwargs["cert_file"] = client_cert[0]
-            pool_kwargs["key_file"] = client_cert[1]
-        else:
-            # According to our docs, we allow users to specify just the client
-            # cert path
-            pool_kwargs["cert_file"] = client_cert
-    host_params = {
-        "scheme": scheme,
-        "host": parsed_request_url.hostname,
-        "port": port,
-    }
-    return host_params, pool_kwargs
-
-
-class BaseAdapter:
-    """The Base Transport Adapter"""
-
-    def __init__(self):
-        super().__init__()
-
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):
-        """Sends PreparedRequest object. Returns Response object.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param stream: (optional) Whether to stream the request content.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple
-        :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use
-        :param cert: (optional) Any user-provided SSL certificate to be trusted.
-        :param proxies: (optional) The proxies dictionary to apply to the request.
-        """
-        raise NotImplementedError
-
-    def close(self):
-        """Cleans up adapter specific items."""
-        raise NotImplementedError
-
-
-class HTTPAdapter(BaseAdapter):
-    """The built-in HTTP Adapter for urllib3.
-
-    Provides a general-case interface for Requests sessions to contact HTTP and
-    HTTPS urls by implementing the Transport Adapter interface. This class will
-    usually be created by the :class:`Session <Session>` class under the
-    covers.
-
-    :param pool_connections: The number of urllib3 connection pools to cache.
-    :param pool_maxsize: The maximum number of connections to save in the pool.
-    :param max_retries: The maximum number of retries each connection
-        should attempt. Note, this applies only to failed DNS lookups, socket
-        connections and connection timeouts, never to requests where data has
-        made it to the server. By default, Requests does not retry failed
-        connections. If you need granular control over the conditions under
-        which we retry a request, import urllib3's ``Retry`` class and pass
-        that instead.
-    :param pool_block: Whether the connection pool should block for connections.
-
-    Usage::
-
-      >>> import requests
-      >>> s = requests.Session()
-      >>> a = requests.adapters.HTTPAdapter(max_retries=3)
-      >>> s.mount('http://', a)
-    """
-
-    __attrs__ = [
-        "max_retries",
-        "config",
-        "_pool_connections",
-        "_pool_maxsize",
-        "_pool_block",
-    ]
-
-    def __init__(
-        self,
-        pool_connections=DEFAULT_POOLSIZE,
-        pool_maxsize=DEFAULT_POOLSIZE,
-        max_retries=DEFAULT_RETRIES,
-        pool_block=DEFAULT_POOLBLOCK,
-    ):
-        if max_retries == DEFAULT_RETRIES:
-            self.max_retries = Retry(0, read=False)
-        else:
-            self.max_retries = Retry.from_int(max_retries)
-        self.config = {}
-        self.proxy_manager = {}
-
-        super().__init__()
-
-        self._pool_connections = pool_connections
-        self._pool_maxsize = pool_maxsize
-        self._pool_block = pool_block
-
-        self.init_poolmanager(pool_connections, pool_maxsize, block=pool_block)
-
-    def __getstate__(self):
-        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
-
-    def __setstate__(self, state):
-        # Can't handle by adding 'proxy_manager' to self.__attrs__ because
-        # self.poolmanager uses a lambda function, which isn't pickleable.
-        self.proxy_manager = {}
-        self.config = {}
-
-        for attr, value in state.items():
-            setattr(self, attr, value)
-
-        self.init_poolmanager(
-            self._pool_connections, self._pool_maxsize, block=self._pool_block
-        )
-
-    def init_poolmanager(
-        self, connections, maxsize, block=DEFAULT_POOLBLOCK, **pool_kwargs
-    ):
-        """Initializes a urllib3 PoolManager.
-
-        This method should not be called from user code, and is only
-        exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param connections: The number of urllib3 connection pools to cache.
-        :param maxsize: The maximum number of connections to save in the pool.
-        :param block: Block when no free connections are available.
-        :param pool_kwargs: Extra keyword arguments used to initialize the Pool Manager.
-        """
-        # save these values for pickling
-        self._pool_connections = connections
-        self._pool_maxsize = maxsize
-        self._pool_block = block
-
-        self.poolmanager = PoolManager(
-            num_pools=connections,
-            maxsize=maxsize,
-            block=block,
-            **pool_kwargs,
-        )
-
-    def proxy_manager_for(self, proxy, **proxy_kwargs):
-        """Return urllib3 ProxyManager for the given proxy.
-
-        This method should not be called from user code, and is only
-        exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param proxy: The proxy to return a urllib3 ProxyManager for.
-        :param proxy_kwargs: Extra keyword arguments used to configure the Proxy Manager.
-        :returns: ProxyManager
-        :rtype: urllib3.ProxyManager
-        """
-        if proxy in self.proxy_manager:
-            manager = self.proxy_manager[proxy]
-        elif proxy.lower().startswith("socks"):
-            username, password = get_auth_from_url(proxy)
-            manager = self.proxy_manager[proxy] = SOCKSProxyManager(
-                proxy,
-                username=username,
-                password=password,
-                num_pools=self._pool_connections,
-                maxsize=self._pool_maxsize,
-                block=self._pool_block,
-                **proxy_kwargs,
-            )
-        else:
-            proxy_headers = self.proxy_headers(proxy)
-            manager = self.proxy_manager[proxy] = proxy_from_url(
-                proxy,
-                proxy_headers=proxy_headers,
-                num_pools=self._pool_connections,
-                maxsize=self._pool_maxsize,
-                block=self._pool_block,
-                **proxy_kwargs,
-            )
-
-        return manager
-
-    def cert_verify(self, conn, url, verify, cert):
-        """Verify a SSL certificate. This method should not be called from user
-        code, and is only exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param conn: The urllib3 connection object associated with the cert.
-        :param url: The requested URL.
-        :param verify: Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use
-        :param cert: The SSL certificate to verify.
-        """
-        if url.lower().startswith("https") and verify:
-            conn.cert_reqs = "CERT_REQUIRED"
-
-            # Only load the CA certificates if 'verify' is a string indicating the CA bundle to use.
-            # Otherwise, if verify is a boolean, we don't load anything since
-            # the connection will be using a context with the default certificates already loaded,
-            # and this avoids a call to the slow load_verify_locations()
-            if verify is not True:
-                # `verify` must be a str with a path then
-                cert_loc = verify
-
-                if not os.path.exists(cert_loc):
-                    raise OSError(
-                        f"Could not find a suitable TLS CA certificate bundle, "
-                        f"invalid path: {cert_loc}"
-                    )
-
-                if not os.path.isdir(cert_loc):
-                    conn.ca_certs = cert_loc
-                else:
-                    conn.ca_cert_dir = cert_loc
-        else:
-            conn.cert_reqs = "CERT_NONE"
-            conn.ca_certs = None
-            conn.ca_cert_dir = None
-
-        if cert:
-            if not isinstance(cert, basestring):
-                conn.cert_file = cert[0]
-                conn.key_file = cert[1]
-            else:
-                conn.cert_file = cert
-                conn.key_file = None
-            if conn.cert_file and not os.path.exists(conn.cert_file):
-                raise OSError(
-                    f"Could not find the TLS certificate file, "
-                    f"invalid path: {conn.cert_file}"
-                )
-            if conn.key_file and not os.path.exists(conn.key_file):
-                raise OSError(
-                    f"Could not find the TLS key file, invalid path: {conn.key_file}"
-                )
-
-    def build_response(self, req, resp):
-        """Builds a :class:`Response <requests.Response>` object from a urllib3
-        response. This should not be called from user code, and is only exposed
-        for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`
-
-        :param req: The :class:`PreparedRequest <PreparedRequest>` used to generate the response.
-        :param resp: The urllib3 response object.
-        :rtype: requests.Response
-        """
-        response = Response()
-
-        # Fallback to None if there's no status_code, for whatever reason.
-        response.status_code = getattr(resp, "status", None)
-
-        # Make headers case-insensitive.
-        response.headers = CaseInsensitiveDict(getattr(resp, "headers", {}))
-
-        # Set encoding.
-        response.encoding = get_encoding_from_headers(response.headers)
-        response.raw = resp
-        response.reason = response.raw.reason
-
-        if isinstance(req.url, bytes):
-            response.url = req.url.decode("utf-8")
-        else:
-            response.url = req.url
-
-        # Add new cookies from the server.
-        extract_cookies_to_jar(response.cookies, req, resp)
-
-        # Give the Response some context.
-        response.request = req
-        response.connection = self
-
-        return response
-
-    def build_connection_pool_key_attributes(self, request, verify, cert=None):
-        """Build the PoolKey attributes used by urllib3 to return a connection.
-
-        This looks at the PreparedRequest, the user-specified verify value,
-        and the value of the cert parameter to determine what PoolKey values
-        to use to select a connection from a given urllib3 Connection Pool.
-
-        The SSL related pool key arguments are not consistently set. As of
-        this writing, use the following to determine what keys may be in that
-        dictionary:
-
-        * If ``verify`` is ``True``, ``"ssl_context"`` will be set and will be the
-          default Requests SSL Context
-        * If ``verify`` is ``False``, ``"ssl_context"`` will not be set but
-          ``"cert_reqs"`` will be set
-        * If ``verify`` is a string, (i.e., it is a user-specified trust bundle)
-          ``"ca_certs"`` will be set if the string is not a directory recognized
-          by :py:func:`os.path.isdir`, otherwise ``"ca_certs_dir"`` will be
-          set.
-        * If ``"cert"`` is specified, ``"cert_file"`` will always be set. If
-          ``"cert"`` is a tuple with a second item, ``"key_file"`` will also
-          be present
-
-        To override these settings, one may subclass this class, call this
-        method and use the above logic to change parameters as desired. For
-        example, if one wishes to use a custom :py:class:`ssl.SSLContext` one
-        must both set ``"ssl_context"`` and based on what else they require,
-        alter the other keys to ensure the desired behaviour.
-
-        :param request:
-            The PreparedReqest being sent over the connection.
-        :type request:
-            :class:`~requests.models.PreparedRequest`
-        :param verify:
-            Either a boolean, in which case it controls whether
-            we verify the server's TLS certificate, or a string, in which case it
-            must be a path to a CA bundle to use.
-        :param cert:
-            (optional) Any user-provided SSL certificate for client
-            authentication (a.k.a., mTLS). This may be a string (i.e., just
-            the path to a file which holds both certificate and key) or a
-            tuple of length 2 with the certificate file path and key file
-            path.
-        :returns:
-            A tuple of two dictionaries. The first is the "host parameters"
-            portion of the Pool Key including scheme, hostname, and port. The
-            second is a dictionary of SSLContext related parameters.
-        """
-        return _urllib3_request_context(request, verify, cert, self.poolmanager)
-
-    def get_connection_with_tls_context(self, request, verify, proxies=None, cert=None):
-        """Returns a urllib3 connection for the given request and TLS settings.
-        This should not be called from user code, and is only exposed for use
-        when subclassing the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request:
-            The :class:`PreparedRequest <PreparedRequest>` object to be sent
-            over the connection.
-        :param verify:
-            Either a boolean, in which case it controls whether we verify the
-            server's TLS certificate, or a string, in which case it must be a
-            path to a CA bundle to use.
-        :param proxies:
-            (optional) The proxies dictionary to apply to the request.
-        :param cert:
-            (optional) Any user-provided SSL certificate to be used for client
-            authentication (a.k.a., mTLS).
-        :rtype:
-            urllib3.ConnectionPool
-        """
-        proxy = select_proxy(request.url, proxies)
-        try:
-            host_params, pool_kwargs = self.build_connection_pool_key_attributes(
-                request,
-                verify,
-                cert,
-            )
-        except ValueError as e:
-            raise InvalidURL(e, request=request)
-        if proxy:
-            proxy = prepend_scheme_if_needed(proxy, "http")
-            proxy_url = parse_url(proxy)
-            if not proxy_url.host:
-                raise InvalidProxyURL(
-                    "Please check proxy URL. It is malformed "
-                    "and could be missing the host."
-                )
-            proxy_manager = self.proxy_manager_for(proxy)
-            conn = proxy_manager.connection_from_host(
-                **host_params, pool_kwargs=pool_kwargs
-            )
-        else:
-            # Only scheme should be lower case
-            conn = self.poolmanager.connection_from_host(
-                **host_params, pool_kwargs=pool_kwargs
-            )
-
-        return conn
-
-    def get_connection(self, url, proxies=None):
-        """DEPRECATED: Users should move to `get_connection_with_tls_context`
-        for all subclasses of HTTPAdapter using Requests>=2.32.2.
-
-        Returns a urllib3 connection for the given URL. This should not be
-        called from user code, and is only exposed for use when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param url: The URL to connect to.
-        :param proxies: (optional) A Requests-style dictionary of proxies used on this request.
-        :rtype: urllib3.ConnectionPool
-        """
-        warnings.warn(
-            (
-                "`get_connection` has been deprecated in favor of "
-                "`get_connection_with_tls_context`. Custom HTTPAdapter subclasses "
-                "will need to migrate for Requests>=2.32.2. Please see "
-                "https://github.com/psf/requests/pull/6710 for more details."
-            ),
-            DeprecationWarning,
-        )
-        proxy = select_proxy(url, proxies)
-
-        if proxy:
-            proxy = prepend_scheme_if_needed(proxy, "http")
-            proxy_url = parse_url(proxy)
-            if not proxy_url.host:
-                raise InvalidProxyURL(
-                    "Please check proxy URL. It is malformed "
-                    "and could be missing the host."
-                )
-            proxy_manager = self.proxy_manager_for(proxy)
-            conn = proxy_manager.connection_from_url(url)
-        else:
-            # Only scheme should be lower case
-            parsed = urlparse(url)
-            url = parsed.geturl()
-            conn = self.poolmanager.connection_from_url(url)
-
-        return conn
-
-    def close(self):
-        """Disposes of any internal state.
-
-        Currently, this closes the PoolManager and any active ProxyManager,
-        which closes any pooled connections.
-        """
-        self.poolmanager.clear()
-        for proxy in self.proxy_manager.values():
-            proxy.clear()
-
-    def request_url(self, request, proxies):
-        """Obtain the url to use when making the final request.
-
-        If the message is being sent through a HTTP proxy, the full URL has to
-        be used. Otherwise, we should only use the path portion of the URL.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs.
-        :rtype: str
-        """
-        proxy = select_proxy(request.url, proxies)
-        scheme = urlparse(request.url).scheme
-
-        is_proxied_http_request = proxy and scheme != "https"
-        using_socks_proxy = False
-        if proxy:
-            proxy_scheme = urlparse(proxy).scheme.lower()
-            using_socks_proxy = proxy_scheme.startswith("socks")
-
-        url = request.path_url
-        if url.startswith("//"):  # Don't confuse urllib3
-            url = f"/{url.lstrip('/')}"
-
-        if is_proxied_http_request and not using_socks_proxy:
-            url = urldefragauth(request.url)
-
-        return url
-
-    def add_headers(self, request, **kwargs):
-        """Add any headers needed by the connection. As of v2.0 this does
-        nothing by default, but is left for overriding by users that subclass
-        the :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` to add headers to.
-        :param kwargs: The keyword arguments from the call to send().
-        """
-        pass
-
-    def proxy_headers(self, proxy):
-        """Returns a dictionary of the headers to add to any request sent
-        through a proxy. This works with urllib3 magic to ensure that they are
-        correctly sent to the proxy, rather than in a tunnelled request if
-        CONNECT is being used.
-
-        This should not be called from user code, and is only exposed for use
-        when subclassing the
-        :class:`HTTPAdapter <requests.adapters.HTTPAdapter>`.
-
-        :param proxy: The url of the proxy being used for this request.
-        :rtype: dict
-        """
-        headers = {}
-        username, password = get_auth_from_url(proxy)
-
-        if username:
-            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
-
-        return headers
-
-    def send(
-        self, request, stream=False, timeout=None, verify=True, cert=None, proxies=None
-    ):
-        """Sends PreparedRequest object. Returns Response object.
-
-        :param request: The :class:`PreparedRequest <PreparedRequest>` being sent.
-        :param stream: (optional) Whether to stream the request content.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple or urllib3 Timeout object
-        :param verify: (optional) Either a boolean, in which case it controls whether
-            we verify the server's TLS certificate, or a string, in which case it
-            must be a path to a CA bundle to use
-        :param cert: (optional) Any user-provided SSL certificate to be trusted.
-        :param proxies: (optional) The proxies dictionary to apply to the request.
-        :rtype: requests.Response
-        """
-
-        try:
-            conn = self.get_connection_with_tls_context(
-                request, verify, proxies=proxies, cert=cert
-            )
-        except LocationValueError as e:
-            raise InvalidURL(e, request=request)
-
-        self.cert_verify(conn, request.url, verify, cert)
-        url = self.request_url(request, proxies)
-        self.add_headers(
-            request,
-            stream=stream,
-            timeout=timeout,
-            verify=verify,
-            cert=cert,
-            proxies=proxies,
-        )
-
-        chunked = not (request.body is None or "Content-Length" in request.headers)
-
-        if isinstance(timeout, tuple):
-            try:
-                connect, read = timeout
-                timeout = TimeoutSauce(connect=connect, read=read)
-            except ValueError:
-                raise ValueError(
-                    f"Invalid timeout {timeout}. Pass a (connect, read) timeout tuple, "
-                    f"or a single float to set both timeouts to the same value."
-                )
-        elif isinstance(timeout, TimeoutSauce):
-            pass
-        else:
-            timeout = TimeoutSauce(connect=timeout, read=timeout)
-
-        try:
-            resp = conn.urlopen(
-                method=request.method,
-                url=url,
-                body=request.body,
-                headers=request.headers,
-                redirect=False,
-                assert_same_host=False,
-                preload_content=False,
-                decode_content=False,
-                retries=self.max_retries,
-                timeout=timeout,
-                chunked=chunked,
-            )
-
-        except (ProtocolError, OSError) as err:
-            raise ConnectionError(err, request=request)
-
-        except MaxRetryError as e:
-            if isinstance(e.reason, ConnectTimeoutError):
-                # TODO: Remove this in 3.0.0: see #2811
-                if not isinstance(e.reason, NewConnectionError):
-                    raise ConnectTimeout(e, request=request)
-
-            if isinstance(e.reason, ResponseError):
-                raise RetryError(e, request=request)
-
-            if isinstance(e.reason, _ProxyError):
-                raise ProxyError(e, request=request)
-
-            if isinstance(e.reason, _SSLError):
-                # This branch is for urllib3 v1.22 and later.
-                raise SSLError(e, request=request)
-
-            raise ConnectionError(e, request=request)
-
-        except ClosedPoolError as e:
-            raise ConnectionError(e, request=request)
-
-        except _ProxyError as e:
-            raise ProxyError(e)
-
-        except (_SSLError, _HTTPError) as e:
-            if isinstance(e, _SSLError):
-                # This branch is for urllib3 versions earlier than v1.22
-                raise SSLError(e, request=request)
-            elif isinstance(e, ReadTimeoutError):
-                raise ReadTimeout(e, request=request)
-            elif isinstance(e, _InvalidHeader):
-                raise InvalidHeader(e, request=request)
-            else:
-                raise
-
-        return self.build_response(request, resp)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
deleted file mode 100644
index 596074455..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/api.py
+++ /dev/null
@@ -1,157 +0,0 @@
-"""
-requests.api
-~~~~~~~~~~~~
-
-This module implements the Requests API.
-
-:copyright: (c) 2012 by Kenneth Reitz.
-:license: Apache2, see LICENSE for more details.
-"""
-
-from . import sessions
-
-
-def request(method, url, **kwargs):
-    """Constructs and sends a :class:`Request <Request>`.
-
-    :param method: method for the new :class:`Request` object: ``GET``, ``OPTIONS``, ``HEAD``, ``POST``, ``PUT``, ``PATCH``, or ``DELETE``.
-    :param url: URL for the new :class:`Request` object.
-    :param params: (optional) Dictionary, list of tuples or bytes to send
-        in the query string for the :class:`Request`.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param headers: (optional) Dictionary of HTTP Headers to send with the :class:`Request`.
-    :param cookies: (optional) Dict or CookieJar object to send with the :class:`Request`.
-    :param files: (optional) Dictionary of ``'name': file-like-objects`` (or ``{'name': file-tuple}``) for multipart encoding upload.
-        ``file-tuple`` can be a 2-tuple ``('filename', fileobj)``, 3-tuple ``('filename', fileobj, 'content_type')``
-        or a 4-tuple ``('filename', fileobj, 'content_type', custom_headers)``, where ``'content_type'`` is a string
-        defining the content type of the given file and ``custom_headers`` a dict-like object containing additional headers
-        to add for the file.
-    :param auth: (optional) Auth tuple to enable Basic/Digest/Custom HTTP Auth.
-    :param timeout: (optional) How many seconds to wait for the server to send data
-        before giving up, as a float, or a :ref:`(connect timeout, read
-        timeout) <timeouts>` tuple.
-    :type timeout: float or tuple
-    :param allow_redirects: (optional) Boolean. Enable/disable GET/OPTIONS/POST/PUT/PATCH/DELETE/HEAD redirection. Defaults to ``True``.
-    :type allow_redirects: bool
-    :param proxies: (optional) Dictionary mapping protocol to the URL of the proxy.
-    :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use. Defaults to ``True``.
-    :param stream: (optional) if ``False``, the response content will be immediately downloaded.
-    :param cert: (optional) if String, path to ssl client cert file (.pem). If Tuple, ('cert', 'key') pair.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.request('GET', 'https://httpbin.org/get')
-      >>> req
-      <Response [200]>
-    """
-
-    # By using the 'with' statement we are sure the session is closed, thus we
-    # avoid leaving sockets open which can trigger a ResourceWarning in some
-    # cases, and look like a memory leak in others.
-    with sessions.Session() as session:
-        return session.request(method=method, url=url, **kwargs)
-
-
-def get(url, params=None, **kwargs):
-    r"""Sends a GET request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param params: (optional) Dictionary, list of tuples or bytes to send
-        in the query string for the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("get", url, params=params, **kwargs)
-
-
-def options(url, **kwargs):
-    r"""Sends an OPTIONS request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("options", url, **kwargs)
-
-
-def head(url, **kwargs):
-    r"""Sends a HEAD request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes. If
-        `allow_redirects` is not provided, it will be set to `False` (as
-        opposed to the default :meth:`request` behavior).
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    kwargs.setdefault("allow_redirects", False)
-    return request("head", url, **kwargs)
-
-
-def post(url, data=None, json=None, **kwargs):
-    r"""Sends a POST request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("post", url, data=data, json=json, **kwargs)
-
-
-def put(url, data=None, **kwargs):
-    r"""Sends a PUT request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("put", url, data=data, **kwargs)
-
-
-def patch(url, data=None, **kwargs):
-    r"""Sends a PATCH request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-        object to send in the body of the :class:`Request`.
-    :param json: (optional) A JSON serializable Python object to send in the body of the :class:`Request`.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("patch", url, data=data, **kwargs)
-
-
-def delete(url, **kwargs):
-    r"""Sends a DELETE request.
-
-    :param url: URL for the new :class:`Request` object.
-    :param \*\*kwargs: Optional arguments that ``request`` takes.
-    :return: :class:`Response <Response>` object
-    :rtype: requests.Response
-    """
-
-    return request("delete", url, **kwargs)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
deleted file mode 100644
index 4a7ce6dc1..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/auth.py
+++ /dev/null
@@ -1,314 +0,0 @@
-"""
-requests.auth
-~~~~~~~~~~~~~
-
-This module contains the authentication handlers for Requests.
-"""
-
-import hashlib
-import os
-import re
-import threading
-import time
-import warnings
-from base64 import b64encode
-
-from ._internal_utils import to_native_string
-from .compat import basestring, str, urlparse
-from .cookies import extract_cookies_to_jar
-from .utils import parse_dict_header
-
-CONTENT_TYPE_FORM_URLENCODED = "application/x-www-form-urlencoded"
-CONTENT_TYPE_MULTI_PART = "multipart/form-data"
-
-
-def _basic_auth_str(username, password):
-    """Returns a Basic Auth string."""
-
-    # "I want us to put a big-ol' comment on top of it that
-    # says that this behaviour is dumb but we need to preserve
-    # it because people are relying on it."
-    #    - Lukasa
-    #
-    # These are here solely to maintain backwards compatibility
-    # for things like ints. This will be removed in 3.0.0.
-    if not isinstance(username, basestring):
-        warnings.warn(
-            "Non-string usernames will no longer be supported in Requests "
-            "3.0.0. Please convert the object you've passed in ({!r}) to "
-            "a string or bytes object in the near future to avoid "
-            "problems.".format(username),
-            category=DeprecationWarning,
-        )
-        username = str(username)
-
-    if not isinstance(password, basestring):
-        warnings.warn(
-            "Non-string passwords will no longer be supported in Requests "
-            "3.0.0. Please convert the object you've passed in ({!r}) to "
-            "a string or bytes object in the near future to avoid "
-            "problems.".format(type(password)),
-            category=DeprecationWarning,
-        )
-        password = str(password)
-    # -- End Removal --
-
-    if isinstance(username, str):
-        username = username.encode("latin1")
-
-    if isinstance(password, str):
-        password = password.encode("latin1")
-
-    authstr = "Basic " + to_native_string(
-        b64encode(b":".join((username, password))).strip()
-    )
-
-    return authstr
-
-
-class AuthBase:
-    """Base class that all auth implementations derive from"""
-
-    def __call__(self, r):
-        raise NotImplementedError("Auth hooks must be callable.")
-
-
-class HTTPBasicAuth(AuthBase):
-    """Attaches HTTP Basic Authentication to the given Request object."""
-
-    def __init__(self, username, password):
-        self.username = username
-        self.password = password
-
-    def __eq__(self, other):
-        return all(
-            [
-                self.username == getattr(other, "username", None),
-                self.password == getattr(other, "password", None),
-            ]
-        )
-
-    def __ne__(self, other):
-        return not self == other
-
-    def __call__(self, r):
-        r.headers["Authorization"] = _basic_auth_str(self.username, self.password)
-        return r
-
-
-class HTTPProxyAuth(HTTPBasicAuth):
-    """Attaches HTTP Proxy Authentication to a given Request object."""
-
-    def __call__(self, r):
-        r.headers["Proxy-Authorization"] = _basic_auth_str(self.username, self.password)
-        return r
-
-
-class HTTPDigestAuth(AuthBase):
-    """Attaches HTTP Digest Authentication to the given Request object."""
-
-    def __init__(self, username, password):
-        self.username = username
-        self.password = password
-        # Keep state in per-thread local storage
-        self._thread_local = threading.local()
-
-    def init_per_thread_state(self):
-        # Ensure state is initialized just once per-thread
-        if not hasattr(self._thread_local, "init"):
-            self._thread_local.init = True
-            self._thread_local.last_nonce = ""
-            self._thread_local.nonce_count = 0
-            self._thread_local.chal = {}
-            self._thread_local.pos = None
-            self._thread_local.num_401_calls = None
-
-    def build_digest_header(self, method, url):
-        """
-        :rtype: str
-        """
-
-        realm = self._thread_local.chal["realm"]
-        nonce = self._thread_local.chal["nonce"]
-        qop = self._thread_local.chal.get("qop")
-        algorithm = self._thread_local.chal.get("algorithm")
-        opaque = self._thread_local.chal.get("opaque")
-        hash_utf8 = None
-
-        if algorithm is None:
-            _algorithm = "MD5"
-        else:
-            _algorithm = algorithm.upper()
-        # lambdas assume digest modules are imported at the top level
-        if _algorithm == "MD5" or _algorithm == "MD5-SESS":
-
-            def md5_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.md5(x).hexdigest()
-
-            hash_utf8 = md5_utf8
-        elif _algorithm == "SHA":
-
-            def sha_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha1(x).hexdigest()
-
-            hash_utf8 = sha_utf8
-        elif _algorithm == "SHA-256":
-
-            def sha256_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha256(x).hexdigest()
-
-            hash_utf8 = sha256_utf8
-        elif _algorithm == "SHA-512":
-
-            def sha512_utf8(x):
-                if isinstance(x, str):
-                    x = x.encode("utf-8")
-                return hashlib.sha512(x).hexdigest()
-
-            hash_utf8 = sha512_utf8
-
-        KD = lambda s, d: hash_utf8(f"{s}:{d}")  # noqa:E731
-
-        if hash_utf8 is None:
-            return None
-
-        # XXX not implemented yet
-        entdig = None
-        p_parsed = urlparse(url)
-        #: path is request-uri defined in RFC 2616 which should not be empty
-        path = p_parsed.path or "/"
-        if p_parsed.query:
-            path += f"?{p_parsed.query}"
-
-        A1 = f"{self.username}:{realm}:{self.password}"
-        A2 = f"{method}:{path}"
-
-        HA1 = hash_utf8(A1)
-        HA2 = hash_utf8(A2)
-
-        if nonce == self._thread_local.last_nonce:
-            self._thread_local.nonce_count += 1
-        else:
-            self._thread_local.nonce_count = 1
-        ncvalue = f"{self._thread_local.nonce_count:08x}"
-        s = str(self._thread_local.nonce_count).encode("utf-8")
-        s += nonce.encode("utf-8")
-        s += time.ctime().encode("utf-8")
-        s += os.urandom(8)
-
-        cnonce = hashlib.sha1(s).hexdigest()[:16]
-        if _algorithm == "MD5-SESS":
-            HA1 = hash_utf8(f"{HA1}:{nonce}:{cnonce}")
-
-        if not qop:
-            respdig = KD(HA1, f"{nonce}:{HA2}")
-        elif qop == "auth" or "auth" in qop.split(","):
-            noncebit = f"{nonce}:{ncvalue}:{cnonce}:auth:{HA2}"
-            respdig = KD(HA1, noncebit)
-        else:
-            # XXX handle auth-int.
-            return None
-
-        self._thread_local.last_nonce = nonce
-
-        # XXX should the partial digests be encoded too?
-        base = (
-            f'username="{self.username}", realm="{realm}", nonce="{nonce}", '
-            f'uri="{path}", response="{respdig}"'
-        )
-        if opaque:
-            base += f', opaque="{opaque}"'
-        if algorithm:
-            base += f', algorithm="{algorithm}"'
-        if entdig:
-            base += f', digest="{entdig}"'
-        if qop:
-            base += f', qop="auth", nc={ncvalue}, cnonce="{cnonce}"'
-
-        return f"Digest {base}"
-
-    def handle_redirect(self, r, **kwargs):
-        """Reset num_401_calls counter on redirects."""
-        if r.is_redirect:
-            self._thread_local.num_401_calls = 1
-
-    def handle_401(self, r, **kwargs):
-        """
-        Takes the given response and tries digest-auth, if needed.
-
-        :rtype: requests.Response
-        """
-
-        # If response is not 4xx, do not auth
-        # See https://github.com/psf/requests/issues/3772
-        if not 400 <= r.status_code < 500:
-            self._thread_local.num_401_calls = 1
-            return r
-
-        if self._thread_local.pos is not None:
-            # Rewind the file position indicator of the body to where
-            # it was to resend the request.
-            r.request.body.seek(self._thread_local.pos)
-        s_auth = r.headers.get("www-authenticate", "")
-
-        if "digest" in s_auth.lower() and self._thread_local.num_401_calls < 2:
-            self._thread_local.num_401_calls += 1
-            pat = re.compile(r"digest ", flags=re.IGNORECASE)
-            self._thread_local.chal = parse_dict_header(pat.sub("", s_auth, count=1))
-
-            # Consume content and release the original connection
-            # to allow our new request to reuse the same one.
-            r.content
-            r.close()
-            prep = r.request.copy()
-            extract_cookies_to_jar(prep._cookies, r.request, r.raw)
-            prep.prepare_cookies(prep._cookies)
-
-            prep.headers["Authorization"] = self.build_digest_header(
-                prep.method, prep.url
-            )
-            _r = r.connection.send(prep, **kwargs)
-            _r.history.append(r)
-            _r.request = prep
-
-            return _r
-
-        self._thread_local.num_401_calls = 1
-        return r
-
-    def __call__(self, r):
-        # Initialize per-thread state, if needed
-        self.init_per_thread_state()
-        # If we have a saved nonce, skip the 401
-        if self._thread_local.last_nonce:
-            r.headers["Authorization"] = self.build_digest_header(r.method, r.url)
-        try:
-            self._thread_local.pos = r.body.tell()
-        except AttributeError:
-            # In the case of HTTPDigestAuth being reused and the body of
-            # the previous request was a file-like object, pos has the
-            # file position of the previous body. Ensure it's set to
-            # None.
-            self._thread_local.pos = None
-        r.register_hook("response", self.handle_401)
-        r.register_hook("response", self.handle_redirect)
-        self._thread_local.num_401_calls = 1
-
-        return r
-
-    def __eq__(self, other):
-        return all(
-            [
-                self.username == getattr(other, "username", None),
-                self.password == getattr(other, "password", None),
-            ]
-        )
-
-    def __ne__(self, other):
-        return not self == other
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
deleted file mode 100644
index be422c3e9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/certs.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/usr/bin/env python
-
-"""
-requests.certs
-~~~~~~~~~~~~~~
-
-This module returns the preferred default CA certificate bundle. There is
-only one — the one from the certifi package.
-
-If you are packaging Requests, e.g., for a Linux distribution or a managed
-environment, you can change the definition of where() to return a separately
-packaged CA bundle.
-"""
-from certifi import where
-
-if __name__ == "__main__":
-    print(where())
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
deleted file mode 100644
index 095de1b6c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/compat.py
+++ /dev/null
@@ -1,94 +0,0 @@
-"""
-requests.compat
-~~~~~~~~~~~~~~~
-
-This module previously handled import compatibility issues
-between Python 2 and Python 3. It remains for backwards
-compatibility until the next major version.
-"""
-
-import importlib
-import sys
-
-# -------------------
-# Character Detection
-# -------------------
-
-
-def _resolve_char_detection():
-    """Find supported character detection libraries."""
-    chardet = None
-    for lib in ("chardet", "charset_normalizer"):
-        if chardet is None:
-            try:
-                chardet = importlib.import_module(lib)
-            except ImportError:
-                pass
-    return chardet
-
-
-chardet = _resolve_char_detection()
-
-# -------
-# Pythons
-# -------
-
-# Syntax sugar.
-_ver = sys.version_info
-
-#: Python 2.x?
-is_py2 = _ver[0] == 2
-
-#: Python 3.x?
-is_py3 = _ver[0] == 3
-
-# json/simplejson module import resolution
-has_simplejson = False
-try:
-    import simplejson as json
-
-    has_simplejson = True
-except ImportError:
-    import json
-
-if has_simplejson:
-    from simplejson import JSONDecodeError
-else:
-    from json import JSONDecodeError
-
-# Keep OrderedDict for backwards compatibility.
-from collections import OrderedDict
-from collections.abc import Callable, Mapping, MutableMapping
-from http import cookiejar as cookielib
-from http.cookies import Morsel
-from io import StringIO
-
-# --------------
-# Legacy Imports
-# --------------
-from urllib.parse import (
-    quote,
-    quote_plus,
-    unquote,
-    unquote_plus,
-    urldefrag,
-    urlencode,
-    urljoin,
-    urlparse,
-    urlsplit,
-    urlunparse,
-)
-from urllib.request import (
-    getproxies,
-    getproxies_environment,
-    parse_http_list,
-    proxy_bypass,
-    proxy_bypass_environment,
-)
-
-builtin_str = str
-str = str
-bytes = bytes
-basestring = (str, bytes)
-numeric_types = (int, float)
-integer_types = (int,)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
deleted file mode 100644
index f69d0cda9..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/cookies.py
+++ /dev/null
@@ -1,561 +0,0 @@
-"""
-requests.cookies
-~~~~~~~~~~~~~~~~
-
-Compatibility code to be able to use `http.cookiejar.CookieJar` with requests.
-
-requests.utils imports from here, so be careful with imports.
-"""
-
-import calendar
-import copy
-import time
-
-from ._internal_utils import to_native_string
-from .compat import Morsel, MutableMapping, cookielib, urlparse, urlunparse
-
-try:
-    import threading
-except ImportError:
-    import dummy_threading as threading
-
-
-class MockRequest:
-    """Wraps a `requests.Request` to mimic a `urllib2.Request`.
-
-    The code in `http.cookiejar.CookieJar` expects this interface in order to correctly
-    manage cookie policies, i.e., determine whether a cookie can be set, given the
-    domains of the request and the cookie.
-
-    The original request object is read-only. The client is responsible for collecting
-    the new headers via `get_new_headers()` and interpreting them appropriately. You
-    probably want `get_cookie_header`, defined below.
-    """
-
-    def __init__(self, request):
-        self._r = request
-        self._new_headers = {}
-        self.type = urlparse(self._r.url).scheme
-
-    def get_type(self):
-        return self.type
-
-    def get_host(self):
-        return urlparse(self._r.url).netloc
-
-    def get_origin_req_host(self):
-        return self.get_host()
-
-    def get_full_url(self):
-        # Only return the response's URL if the user hadn't set the Host
-        # header
-        if not self._r.headers.get("Host"):
-            return self._r.url
-        # If they did set it, retrieve it and reconstruct the expected domain
-        host = to_native_string(self._r.headers["Host"], encoding="utf-8")
-        parsed = urlparse(self._r.url)
-        # Reconstruct the URL as we expect it
-        return urlunparse(
-            [
-                parsed.scheme,
-                host,
-                parsed.path,
-                parsed.params,
-                parsed.query,
-                parsed.fragment,
-            ]
-        )
-
-    def is_unverifiable(self):
-        return True
-
-    def has_header(self, name):
-        return name in self._r.headers or name in self._new_headers
-
-    def get_header(self, name, default=None):
-        return self._r.headers.get(name, self._new_headers.get(name, default))
-
-    def add_header(self, key, val):
-        """cookiejar has no legitimate use for this method; add it back if you find one."""
-        raise NotImplementedError(
-            "Cookie headers should be added with add_unredirected_header()"
-        )
-
-    def add_unredirected_header(self, name, value):
-        self._new_headers[name] = value
-
-    def get_new_headers(self):
-        return self._new_headers
-
-    @property
-    def unverifiable(self):
-        return self.is_unverifiable()
-
-    @property
-    def origin_req_host(self):
-        return self.get_origin_req_host()
-
-    @property
-    def host(self):
-        return self.get_host()
-
-
-class MockResponse:
-    """Wraps a `httplib.HTTPMessage` to mimic a `urllib.addinfourl`.
-
-    ...what? Basically, expose the parsed HTTP headers from the server response
-    the way `http.cookiejar` expects to see them.
-    """
-
-    def __init__(self, headers):
-        """Make a MockResponse for `cookiejar` to read.
-
-        :param headers: a httplib.HTTPMessage or analogous carrying the headers
-        """
-        self._headers = headers
-
-    def info(self):
-        return self._headers
-
-    def getheaders(self, name):
-        self._headers.getheaders(name)
-
-
-def extract_cookies_to_jar(jar, request, response):
-    """Extract the cookies from the response into a CookieJar.
-
-    :param jar: http.cookiejar.CookieJar (not necessarily a RequestsCookieJar)
-    :param request: our own requests.Request object
-    :param response: urllib3.HTTPResponse object
-    """
-    if not (hasattr(response, "_original_response") and response._original_response):
-        return
-    # the _original_response field is the wrapped httplib.HTTPResponse object,
-    req = MockRequest(request)
-    # pull out the HTTPMessage with the headers and put it in the mock:
-    res = MockResponse(response._original_response.msg)
-    jar.extract_cookies(res, req)
-
-
-def get_cookie_header(jar, request):
-    """
-    Produce an appropriate Cookie header string to be sent with `request`, or None.
-
-    :rtype: str
-    """
-    r = MockRequest(request)
-    jar.add_cookie_header(r)
-    return r.get_new_headers().get("Cookie")
-
-
-def remove_cookie_by_name(cookiejar, name, domain=None, path=None):
-    """Unsets a cookie by name, by default over all domains and paths.
-
-    Wraps CookieJar.clear(), is O(n).
-    """
-    clearables = []
-    for cookie in cookiejar:
-        if cookie.name != name:
-            continue
-        if domain is not None and domain != cookie.domain:
-            continue
-        if path is not None and path != cookie.path:
-            continue
-        clearables.append((cookie.domain, cookie.path, cookie.name))
-
-    for domain, path, name in clearables:
-        cookiejar.clear(domain, path, name)
-
-
-class CookieConflictError(RuntimeError):
-    """There are two cookies that meet the criteria specified in the cookie jar.
-    Use .get and .set and include domain and path args in order to be more specific.
-    """
-
-
-class RequestsCookieJar(cookielib.CookieJar, MutableMapping):
-    """Compatibility class; is a http.cookiejar.CookieJar, but exposes a dict
-    interface.
-
-    This is the CookieJar we create by default for requests and sessions that
-    don't specify one, since some clients may expect response.cookies and
-    session.cookies to support dict operations.
-
-    Requests does not use the dict interface internally; it's just for
-    compatibility with external client code. All requests code should work
-    out of the box with externally provided instances of ``CookieJar``, e.g.
-    ``LWPCookieJar`` and ``FileCookieJar``.
-
-    Unlike a regular CookieJar, this class is pickleable.
-
-    .. warning:: dictionary operations that are normally O(1) may be O(n).
-    """
-
-    def get(self, name, default=None, domain=None, path=None):
-        """Dict-like get() that also supports optional domain and path args in
-        order to resolve naming collisions from using one cookie jar over
-        multiple domains.
-
-        .. warning:: operation is O(n), not O(1).
-        """
-        try:
-            return self._find_no_duplicates(name, domain, path)
-        except KeyError:
-            return default
-
-    def set(self, name, value, **kwargs):
-        """Dict-like set() that also supports optional domain and path args in
-        order to resolve naming collisions from using one cookie jar over
-        multiple domains.
-        """
-        # support client code that unsets cookies by assignment of a None value:
-        if value is None:
-            remove_cookie_by_name(
-                self, name, domain=kwargs.get("domain"), path=kwargs.get("path")
-            )
-            return
-
-        if isinstance(value, Morsel):
-            c = morsel_to_cookie(value)
-        else:
-            c = create_cookie(name, value, **kwargs)
-        self.set_cookie(c)
-        return c
-
-    def iterkeys(self):
-        """Dict-like iterkeys() that returns an iterator of names of cookies
-        from the jar.
-
-        .. seealso:: itervalues() and iteritems().
-        """
-        for cookie in iter(self):
-            yield cookie.name
-
-    def keys(self):
-        """Dict-like keys() that returns a list of names of cookies from the
-        jar.
-
-        .. seealso:: values() and items().
-        """
-        return list(self.iterkeys())
-
-    def itervalues(self):
-        """Dict-like itervalues() that returns an iterator of values of cookies
-        from the jar.
-
-        .. seealso:: iterkeys() and iteritems().
-        """
-        for cookie in iter(self):
-            yield cookie.value
-
-    def values(self):
-        """Dict-like values() that returns a list of values of cookies from the
-        jar.
-
-        .. seealso:: keys() and items().
-        """
-        return list(self.itervalues())
-
-    def iteritems(self):
-        """Dict-like iteritems() that returns an iterator of name-value tuples
-        from the jar.
-
-        .. seealso:: iterkeys() and itervalues().
-        """
-        for cookie in iter(self):
-            yield cookie.name, cookie.value
-
-    def items(self):
-        """Dict-like items() that returns a list of name-value tuples from the
-        jar. Allows client-code to call ``dict(RequestsCookieJar)`` and get a
-        vanilla python dict of key value pairs.
-
-        .. seealso:: keys() and values().
-        """
-        return list(self.iteritems())
-
-    def list_domains(self):
-        """Utility method to list all the domains in the jar."""
-        domains = []
-        for cookie in iter(self):
-            if cookie.domain not in domains:
-                domains.append(cookie.domain)
-        return domains
-
-    def list_paths(self):
-        """Utility method to list all the paths in the jar."""
-        paths = []
-        for cookie in iter(self):
-            if cookie.path not in paths:
-                paths.append(cookie.path)
-        return paths
-
-    def multiple_domains(self):
-        """Returns True if there are multiple domains in the jar.
-        Returns False otherwise.
-
-        :rtype: bool
-        """
-        domains = []
-        for cookie in iter(self):
-            if cookie.domain is not None and cookie.domain in domains:
-                return True
-            domains.append(cookie.domain)
-        return False  # there is only one domain in jar
-
-    def get_dict(self, domain=None, path=None):
-        """Takes as an argument an optional domain and path and returns a plain
-        old Python dict of name-value pairs of cookies that meet the
-        requirements.
-
-        :rtype: dict
-        """
-        dictionary = {}
-        for cookie in iter(self):
-            if (domain is None or cookie.domain == domain) and (
-                path is None or cookie.path == path
-            ):
-                dictionary[cookie.name] = cookie.value
-        return dictionary
-
-    def __contains__(self, name):
-        try:
-            return super().__contains__(name)
-        except CookieConflictError:
-            return True
-
-    def __getitem__(self, name):
-        """Dict-like __getitem__() for compatibility with client code. Throws
-        exception if there are more than one cookie with name. In that case,
-        use the more explicit get() method instead.
-
-        .. warning:: operation is O(n), not O(1).
-        """
-        return self._find_no_duplicates(name)
-
-    def __setitem__(self, name, value):
-        """Dict-like __setitem__ for compatibility with client code. Throws
-        exception if there is already a cookie of that name in the jar. In that
-        case, use the more explicit set() method instead.
-        """
-        self.set(name, value)
-
-    def __delitem__(self, name):
-        """Deletes a cookie given a name. Wraps ``http.cookiejar.CookieJar``'s
-        ``remove_cookie_by_name()``.
-        """
-        remove_cookie_by_name(self, name)
-
-    def set_cookie(self, cookie, *args, **kwargs):
-        if (
-            hasattr(cookie.value, "startswith")
-            and cookie.value.startswith('"')
-            and cookie.value.endswith('"')
-        ):
-            cookie.value = cookie.value.replace('\\"', "")
-        return super().set_cookie(cookie, *args, **kwargs)
-
-    def update(self, other):
-        """Updates this jar with cookies from another CookieJar or dict-like"""
-        if isinstance(other, cookielib.CookieJar):
-            for cookie in other:
-                self.set_cookie(copy.copy(cookie))
-        else:
-            super().update(other)
-
-    def _find(self, name, domain=None, path=None):
-        """Requests uses this method internally to get cookie values.
-
-        If there are conflicting cookies, _find arbitrarily chooses one.
-        See _find_no_duplicates if you want an exception thrown if there are
-        conflicting cookies.
-
-        :param name: a string containing name of cookie
-        :param domain: (optional) string containing domain of cookie
-        :param path: (optional) string containing path of cookie
-        :return: cookie.value
-        """
-        for cookie in iter(self):
-            if cookie.name == name:
-                if domain is None or cookie.domain == domain:
-                    if path is None or cookie.path == path:
-                        return cookie.value
-
-        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
-
-    def _find_no_duplicates(self, name, domain=None, path=None):
-        """Both ``__get_item__`` and ``get`` call this function: it's never
-        used elsewhere in Requests.
-
-        :param name: a string containing name of cookie
-        :param domain: (optional) string containing domain of cookie
-        :param path: (optional) string containing path of cookie
-        :raises KeyError: if cookie is not found
-        :raises CookieConflictError: if there are multiple cookies
-            that match name and optionally domain and path
-        :return: cookie.value
-        """
-        toReturn = None
-        for cookie in iter(self):
-            if cookie.name == name:
-                if domain is None or cookie.domain == domain:
-                    if path is None or cookie.path == path:
-                        if toReturn is not None:
-                            # if there are multiple cookies that meet passed in criteria
-                            raise CookieConflictError(
-                                f"There are multiple cookies with name, {name!r}"
-                            )
-                        # we will eventually return this as long as no cookie conflict
-                        toReturn = cookie.value
-
-        if toReturn:
-            return toReturn
-        raise KeyError(f"name={name!r}, domain={domain!r}, path={path!r}")
-
-    def __getstate__(self):
-        """Unlike a normal CookieJar, this class is pickleable."""
-        state = self.__dict__.copy()
-        # remove the unpickleable RLock object
-        state.pop("_cookies_lock")
-        return state
-
-    def __setstate__(self, state):
-        """Unlike a normal CookieJar, this class is pickleable."""
-        self.__dict__.update(state)
-        if "_cookies_lock" not in self.__dict__:
-            self._cookies_lock = threading.RLock()
-
-    def copy(self):
-        """Return a copy of this RequestsCookieJar."""
-        new_cj = RequestsCookieJar()
-        new_cj.set_policy(self.get_policy())
-        new_cj.update(self)
-        return new_cj
-
-    def get_policy(self):
-        """Return the CookiePolicy instance used."""
-        return self._policy
-
-
-def _copy_cookie_jar(jar):
-    if jar is None:
-        return None
-
-    if hasattr(jar, "copy"):
-        # We're dealing with an instance of RequestsCookieJar
-        return jar.copy()
-    # We're dealing with a generic CookieJar instance
-    new_jar = copy.copy(jar)
-    new_jar.clear()
-    for cookie in jar:
-        new_jar.set_cookie(copy.copy(cookie))
-    return new_jar
-
-
-def create_cookie(name, value, **kwargs):
-    """Make a cookie from underspecified parameters.
-
-    By default, the pair of `name` and `value` will be set for the domain ''
-    and sent on every request (this is sometimes called a "supercookie").
-    """
-    result = {
-        "version": 0,
-        "name": name,
-        "value": value,
-        "port": None,
-        "domain": "",
-        "path": "/",
-        "secure": False,
-        "expires": None,
-        "discard": True,
-        "comment": None,
-        "comment_url": None,
-        "rest": {"HttpOnly": None},
-        "rfc2109": False,
-    }
-
-    badargs = set(kwargs) - set(result)
-    if badargs:
-        raise TypeError(
-            f"create_cookie() got unexpected keyword arguments: {list(badargs)}"
-        )
-
-    result.update(kwargs)
-    result["port_specified"] = bool(result["port"])
-    result["domain_specified"] = bool(result["domain"])
-    result["domain_initial_dot"] = result["domain"].startswith(".")
-    result["path_specified"] = bool(result["path"])
-
-    return cookielib.Cookie(**result)
-
-
-def morsel_to_cookie(morsel):
-    """Convert a Morsel object into a Cookie containing the one k/v pair."""
-
-    expires = None
-    if morsel["max-age"]:
-        try:
-            expires = int(time.time() + int(morsel["max-age"]))
-        except ValueError:
-            raise TypeError(f"max-age: {morsel['max-age']} must be integer")
-    elif morsel["expires"]:
-        time_template = "%a, %d-%b-%Y %H:%M:%S GMT"
-        expires = calendar.timegm(time.strptime(morsel["expires"], time_template))
-    return create_cookie(
-        comment=morsel["comment"],
-        comment_url=bool(morsel["comment"]),
-        discard=False,
-        domain=morsel["domain"],
-        expires=expires,
-        name=morsel.key,
-        path=morsel["path"],
-        port=None,
-        rest={"HttpOnly": morsel["httponly"]},
-        rfc2109=False,
-        secure=bool(morsel["secure"]),
-        value=morsel.value,
-        version=morsel["version"] or 0,
-    )
-
-
-def cookiejar_from_dict(cookie_dict, cookiejar=None, overwrite=True):
-    """Returns a CookieJar from a key/value dictionary.
-
-    :param cookie_dict: Dict of key/values to insert into CookieJar.
-    :param cookiejar: (optional) A cookiejar to add the cookies to.
-    :param overwrite: (optional) If False, will not replace cookies
-        already in the jar with new ones.
-    :rtype: CookieJar
-    """
-    if cookiejar is None:
-        cookiejar = RequestsCookieJar()
-
-    if cookie_dict is not None:
-        names_from_jar = [cookie.name for cookie in cookiejar]
-        for name in cookie_dict:
-            if overwrite or (name not in names_from_jar):
-                cookiejar.set_cookie(create_cookie(name, cookie_dict[name]))
-
-    return cookiejar
-
-
-def merge_cookies(cookiejar, cookies):
-    """Add cookies to cookiejar and returns a merged CookieJar.
-
-    :param cookiejar: CookieJar object to add the cookies to.
-    :param cookies: Dictionary or CookieJar object to be added.
-    :rtype: CookieJar
-    """
-    if not isinstance(cookiejar, cookielib.CookieJar):
-        raise ValueError("You can only merge into CookieJar")
-
-    if isinstance(cookies, dict):
-        cookiejar = cookiejar_from_dict(cookies, cookiejar=cookiejar, overwrite=False)
-    elif isinstance(cookies, cookielib.CookieJar):
-        try:
-            cookiejar.update(cookies)
-        except AttributeError:
-            for cookie_in_jar in cookies:
-                cookiejar.set_cookie(cookie_in_jar)
-
-    return cookiejar
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
deleted file mode 100644
index 83986b489..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/exceptions.py
+++ /dev/null
@@ -1,151 +0,0 @@
-"""
-requests.exceptions
-~~~~~~~~~~~~~~~~~~~
-
-This module contains the set of Requests' exceptions.
-"""
-from urllib3.exceptions import HTTPError as BaseHTTPError
-
-from .compat import JSONDecodeError as CompatJSONDecodeError
-
-
-class RequestException(IOError):
-    """There was an ambiguous exception that occurred while handling your
-    request.
-    """
-
-    def __init__(self, *args, **kwargs):
-        """Initialize RequestException with `request` and `response` objects."""
-        response = kwargs.pop("response", None)
-        self.response = response
-        self.request = kwargs.pop("request", None)
-        if response is not None and not self.request and hasattr(response, "request"):
-            self.request = self.response.request
-        super().__init__(*args, **kwargs)
-
-
-class InvalidJSONError(RequestException):
-    """A JSON error occurred."""
-
-
-class JSONDecodeError(InvalidJSONError, CompatJSONDecodeError):
-    """Couldn't decode the text into json"""
-
-    def __init__(self, *args, **kwargs):
-        """
-        Construct the JSONDecodeError instance first with all
-        args. Then use it's args to construct the IOError so that
-        the json specific args aren't used as IOError specific args
-        and the error message from JSONDecodeError is preserved.
-        """
-        CompatJSONDecodeError.__init__(self, *args)
-        InvalidJSONError.__init__(self, *self.args, **kwargs)
-
-    def __reduce__(self):
-        """
-        The __reduce__ method called when pickling the object must
-        be the one from the JSONDecodeError (be it json/simplejson)
-        as it expects all the arguments for instantiation, not just
-        one like the IOError, and the MRO would by default call the
-        __reduce__ method from the IOError due to the inheritance order.
-        """
-        return CompatJSONDecodeError.__reduce__(self)
-
-
-class HTTPError(RequestException):
-    """An HTTP error occurred."""
-
-
-class ConnectionError(RequestException):
-    """A Connection error occurred."""
-
-
-class ProxyError(ConnectionError):
-    """A proxy error occurred."""
-
-
-class SSLError(ConnectionError):
-    """An SSL error occurred."""
-
-
-class Timeout(RequestException):
-    """The request timed out.
-
-    Catching this error will catch both
-    :exc:`~requests.exceptions.ConnectTimeout` and
-    :exc:`~requests.exceptions.ReadTimeout` errors.
-    """
-
-
-class ConnectTimeout(ConnectionError, Timeout):
-    """The request timed out while trying to connect to the remote server.
-
-    Requests that produced this error are safe to retry.
-    """
-
-
-class ReadTimeout(Timeout):
-    """The server did not send any data in the allotted amount of time."""
-
-
-class URLRequired(RequestException):
-    """A valid URL is required to make a request."""
-
-
-class TooManyRedirects(RequestException):
-    """Too many redirects."""
-
-
-class MissingSchema(RequestException, ValueError):
-    """The URL scheme (e.g. http or https) is missing."""
-
-
-class InvalidSchema(RequestException, ValueError):
-    """The URL scheme provided is either invalid or unsupported."""
-
-
-class InvalidURL(RequestException, ValueError):
-    """The URL provided was somehow invalid."""
-
-
-class InvalidHeader(RequestException, ValueError):
-    """The header value provided was somehow invalid."""
-
-
-class InvalidProxyURL(InvalidURL):
-    """The proxy URL provided is invalid."""
-
-
-class ChunkedEncodingError(RequestException):
-    """The server declared chunked encoding but sent an invalid chunk."""
-
-
-class ContentDecodingError(RequestException, BaseHTTPError):
-    """Failed to decode response content."""
-
-
-class StreamConsumedError(RequestException, TypeError):
-    """The content for this response was already consumed."""
-
-
-class RetryError(RequestException):
-    """Custom retries logic failed"""
-
-
-class UnrewindableBodyError(RequestException):
-    """Requests encountered an error when trying to rewind a body."""
-
-
-# Warnings
-
-
-class RequestsWarning(Warning):
-    """Base warning for Requests."""
-
-
-class FileModeWarning(RequestsWarning, DeprecationWarning):
-    """A file was opened in text mode, but Requests determined its binary length."""
-
-
-class RequestsDependencyWarning(RequestsWarning):
-    """An imported dependency doesn't match the expected version range."""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
deleted file mode 100644
index 8fbcd6560..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/help.py
+++ /dev/null
@@ -1,134 +0,0 @@
-"""Module containing bug report helper(s)."""
-
-import json
-import platform
-import ssl
-import sys
-
-import idna
-import urllib3
-
-from . import __version__ as requests_version
-
-try:
-    import charset_normalizer
-except ImportError:
-    charset_normalizer = None
-
-try:
-    import chardet
-except ImportError:
-    chardet = None
-
-try:
-    from urllib3.contrib import pyopenssl
-except ImportError:
-    pyopenssl = None
-    OpenSSL = None
-    cryptography = None
-else:
-    import cryptography
-    import OpenSSL
-
-
-def _implementation():
-    """Return a dict with the Python implementation and version.
-
-    Provide both the name and the version of the Python implementation
-    currently running. For example, on CPython 3.10.3 it will return
-    {'name': 'CPython', 'version': '3.10.3'}.
-
-    This function works best on CPython and PyPy: in particular, it probably
-    doesn't work for Jython or IronPython. Future investigation should be done
-    to work out the correct shape of the code for those platforms.
-    """
-    implementation = platform.python_implementation()
-
-    if implementation == "CPython":
-        implementation_version = platform.python_version()
-    elif implementation == "PyPy":
-        implementation_version = "{}.{}.{}".format(
-            sys.pypy_version_info.major,
-            sys.pypy_version_info.minor,
-            sys.pypy_version_info.micro,
-        )
-        if sys.pypy_version_info.releaselevel != "final":
-            implementation_version = "".join(
-                [implementation_version, sys.pypy_version_info.releaselevel]
-            )
-    elif implementation == "Jython":
-        implementation_version = platform.python_version()  # Complete Guess
-    elif implementation == "IronPython":
-        implementation_version = platform.python_version()  # Complete Guess
-    else:
-        implementation_version = "Unknown"
-
-    return {"name": implementation, "version": implementation_version}
-
-
-def info():
-    """Generate information for a bug report."""
-    try:
-        platform_info = {
-            "system": platform.system(),
-            "release": platform.release(),
-        }
-    except OSError:
-        platform_info = {
-            "system": "Unknown",
-            "release": "Unknown",
-        }
-
-    implementation_info = _implementation()
-    urllib3_info = {"version": urllib3.__version__}
-    charset_normalizer_info = {"version": None}
-    chardet_info = {"version": None}
-    if charset_normalizer:
-        charset_normalizer_info = {"version": charset_normalizer.__version__}
-    if chardet:
-        chardet_info = {"version": chardet.__version__}
-
-    pyopenssl_info = {
-        "version": None,
-        "openssl_version": "",
-    }
-    if OpenSSL:
-        pyopenssl_info = {
-            "version": OpenSSL.__version__,
-            "openssl_version": f"{OpenSSL.SSL.OPENSSL_VERSION_NUMBER:x}",
-        }
-    cryptography_info = {
-        "version": getattr(cryptography, "__version__", ""),
-    }
-    idna_info = {
-        "version": getattr(idna, "__version__", ""),
-    }
-
-    system_ssl = ssl.OPENSSL_VERSION_NUMBER
-    system_ssl_info = {"version": f"{system_ssl:x}" if system_ssl is not None else ""}
-
-    return {
-        "platform": platform_info,
-        "implementation": implementation_info,
-        "system_ssl": system_ssl_info,
-        "using_pyopenssl": pyopenssl is not None,
-        "using_charset_normalizer": chardet is None,
-        "pyOpenSSL": pyopenssl_info,
-        "urllib3": urllib3_info,
-        "chardet": chardet_info,
-        "charset_normalizer": charset_normalizer_info,
-        "cryptography": cryptography_info,
-        "idna": idna_info,
-        "requests": {
-            "version": requests_version,
-        },
-    }
-
-
-def main():
-    """Pretty-print the bug information as JSON."""
-    print(json.dumps(info(), sort_keys=True, indent=2))
-
-
-if __name__ == "__main__":
-    main()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
deleted file mode 100644
index d181ba2ec..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/hooks.py
+++ /dev/null
@@ -1,33 +0,0 @@
-"""
-requests.hooks
-~~~~~~~~~~~~~~
-
-This module provides the capabilities for the Requests hooks system.
-
-Available hooks:
-
-``response``:
-    The response generated from a Request.
-"""
-HOOKS = ["response"]
-
-
-def default_hooks():
-    return {event: [] for event in HOOKS}
-
-
-# TODO: response is the only one
-
-
-def dispatch_hook(key, hooks, hook_data, **kwargs):
-    """Dispatches a hook dictionary on a given piece of data."""
-    hooks = hooks or {}
-    hooks = hooks.get(key)
-    if hooks:
-        if hasattr(hooks, "__call__"):
-            hooks = [hooks]
-        for hook in hooks:
-            _hook_data = hook(hook_data, **kwargs)
-            if _hook_data is not None:
-                hook_data = _hook_data
-    return hook_data
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
deleted file mode 100644
index 8f56ca7d2..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/models.py
+++ /dev/null
@@ -1,1037 +0,0 @@
-"""
-requests.models
-~~~~~~~~~~~~~~~
-
-This module contains the primary objects that power Requests.
-"""
-
-import datetime
-
-# Import encoding now, to avoid implicit import later.
-# Implicit import within threads may cause LookupError when standard library is in a ZIP,
-# such as in Embedded Python. See https://github.com/psf/requests/issues/3578.
-import encodings.idna  # noqa: F401
-from io import UnsupportedOperation
-
-from urllib3.exceptions import (
-    DecodeError,
-    LocationParseError,
-    ProtocolError,
-    ReadTimeoutError,
-    SSLError,
-)
-from urllib3.fields import RequestField
-from urllib3.filepost import encode_multipart_formdata
-from urllib3.util import parse_url
-
-from ._internal_utils import to_native_string, unicode_is_ascii
-from .auth import HTTPBasicAuth
-from .compat import (
-    Callable,
-    JSONDecodeError,
-    Mapping,
-    basestring,
-    builtin_str,
-    chardet,
-    cookielib,
-)
-from .compat import json as complexjson
-from .compat import urlencode, urlsplit, urlunparse
-from .cookies import _copy_cookie_jar, cookiejar_from_dict, get_cookie_header
-from .exceptions import (
-    ChunkedEncodingError,
-    ConnectionError,
-    ContentDecodingError,
-    HTTPError,
-    InvalidJSONError,
-    InvalidURL,
-)
-from .exceptions import JSONDecodeError as RequestsJSONDecodeError
-from .exceptions import MissingSchema
-from .exceptions import SSLError as RequestsSSLError
-from .exceptions import StreamConsumedError
-from .hooks import default_hooks
-from .status_codes import codes
-from .structures import CaseInsensitiveDict
-from .utils import (
-    check_header_validity,
-    get_auth_from_url,
-    guess_filename,
-    guess_json_utf,
-    iter_slices,
-    parse_header_links,
-    requote_uri,
-    stream_decode_response_unicode,
-    super_len,
-    to_key_val_list,
-)
-
-#: The set of HTTP status codes that indicate an automatically
-#: processable redirect.
-REDIRECT_STATI = (
-    codes.moved,  # 301
-    codes.found,  # 302
-    codes.other,  # 303
-    codes.temporary_redirect,  # 307
-    codes.permanent_redirect,  # 308
-)
-
-DEFAULT_REDIRECT_LIMIT = 30
-CONTENT_CHUNK_SIZE = 10 * 1024
-ITER_CHUNK_SIZE = 512
-
-
-class RequestEncodingMixin:
-    @property
-    def path_url(self):
-        """Build the path URL to use."""
-
-        url = []
-
-        p = urlsplit(self.url)
-
-        path = p.path
-        if not path:
-            path = "/"
-
-        url.append(path)
-
-        query = p.query
-        if query:
-            url.append("?")
-            url.append(query)
-
-        return "".join(url)
-
-    @staticmethod
-    def _encode_params(data):
-        """Encode parameters in a piece of data.
-
-        Will successfully encode parameters when passed as a dict or a list of
-        2-tuples. Order is retained if data is a list of 2-tuples but arbitrary
-        if parameters are supplied as a dict.
-        """
-
-        if isinstance(data, (str, bytes)):
-            return data
-        elif hasattr(data, "read"):
-            return data
-        elif hasattr(data, "__iter__"):
-            result = []
-            for k, vs in to_key_val_list(data):
-                if isinstance(vs, basestring) or not hasattr(vs, "__iter__"):
-                    vs = [vs]
-                for v in vs:
-                    if v is not None:
-                        result.append(
-                            (
-                                k.encode("utf-8") if isinstance(k, str) else k,
-                                v.encode("utf-8") if isinstance(v, str) else v,
-                            )
-                        )
-            return urlencode(result, doseq=True)
-        else:
-            return data
-
-    @staticmethod
-    def _encode_files(files, data):
-        """Build the body for a multipart/form-data request.
-
-        Will successfully encode files when passed as a dict or a list of
-        tuples. Order is retained if data is a list of tuples but arbitrary
-        if parameters are supplied as a dict.
-        The tuples may be 2-tuples (filename, fileobj), 3-tuples (filename, fileobj, contentype)
-        or 4-tuples (filename, fileobj, contentype, custom_headers).
-        """
-        if not files:
-            raise ValueError("Files must be provided.")
-        elif isinstance(data, basestring):
-            raise ValueError("Data must not be a string.")
-
-        new_fields = []
-        fields = to_key_val_list(data or {})
-        files = to_key_val_list(files or {})
-
-        for field, val in fields:
-            if isinstance(val, basestring) or not hasattr(val, "__iter__"):
-                val = [val]
-            for v in val:
-                if v is not None:
-                    # Don't call str() on bytestrings: in Py3 it all goes wrong.
-                    if not isinstance(v, bytes):
-                        v = str(v)
-
-                    new_fields.append(
-                        (
-                            field.decode("utf-8")
-                            if isinstance(field, bytes)
-                            else field,
-                            v.encode("utf-8") if isinstance(v, str) else v,
-                        )
-                    )
-
-        for k, v in files:
-            # support for explicit filename
-            ft = None
-            fh = None
-            if isinstance(v, (tuple, list)):
-                if len(v) == 2:
-                    fn, fp = v
-                elif len(v) == 3:
-                    fn, fp, ft = v
-                else:
-                    fn, fp, ft, fh = v
-            else:
-                fn = guess_filename(v) or k
-                fp = v
-
-            if isinstance(fp, (str, bytes, bytearray)):
-                fdata = fp
-            elif hasattr(fp, "read"):
-                fdata = fp.read()
-            elif fp is None:
-                continue
-            else:
-                fdata = fp
-
-            rf = RequestField(name=k, data=fdata, filename=fn, headers=fh)
-            rf.make_multipart(content_type=ft)
-            new_fields.append(rf)
-
-        body, content_type = encode_multipart_formdata(new_fields)
-
-        return body, content_type
-
-
-class RequestHooksMixin:
-    def register_hook(self, event, hook):
-        """Properly register a hook."""
-
-        if event not in self.hooks:
-            raise ValueError(f'Unsupported event specified, with event name "{event}"')
-
-        if isinstance(hook, Callable):
-            self.hooks[event].append(hook)
-        elif hasattr(hook, "__iter__"):
-            self.hooks[event].extend(h for h in hook if isinstance(h, Callable))
-
-    def deregister_hook(self, event, hook):
-        """Deregister a previously registered hook.
-        Returns True if the hook existed, False if not.
-        """
-
-        try:
-            self.hooks[event].remove(hook)
-            return True
-        except ValueError:
-            return False
-
-
-class Request(RequestHooksMixin):
-    """A user-created :class:`Request <Request>` object.
-
-    Used to prepare a :class:`PreparedRequest <PreparedRequest>`, which is sent to the server.
-
-    :param method: HTTP method to use.
-    :param url: URL to send.
-    :param headers: dictionary of headers to send.
-    :param files: dictionary of {filename: fileobject} files to multipart upload.
-    :param data: the body to attach to the request. If a dictionary or
-        list of tuples ``[(key, value)]`` is provided, form-encoding will
-        take place.
-    :param json: json for the body to attach to the request (if files or data is not specified).
-    :param params: URL parameters to append to the URL. If a dictionary or
-        list of tuples ``[(key, value)]`` is provided, form-encoding will
-        take place.
-    :param auth: Auth handler or (user, pass) tuple.
-    :param cookies: dictionary or CookieJar of cookies to attach to this request.
-    :param hooks: dictionary of callback hooks, for internal usage.
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.Request('GET', 'https://httpbin.org/get')
-      >>> req.prepare()
-      <PreparedRequest [GET]>
-    """
-
-    def __init__(
-        self,
-        method=None,
-        url=None,
-        headers=None,
-        files=None,
-        data=None,
-        params=None,
-        auth=None,
-        cookies=None,
-        hooks=None,
-        json=None,
-    ):
-        # Default empty dicts for dict params.
-        data = [] if data is None else data
-        files = [] if files is None else files
-        headers = {} if headers is None else headers
-        params = {} if params is None else params
-        hooks = {} if hooks is None else hooks
-
-        self.hooks = default_hooks()
-        for k, v in list(hooks.items()):
-            self.register_hook(event=k, hook=v)
-
-        self.method = method
-        self.url = url
-        self.headers = headers
-        self.files = files
-        self.data = data
-        self.json = json
-        self.params = params
-        self.auth = auth
-        self.cookies = cookies
-
-    def __repr__(self):
-        return f"<Request [{self.method}]>"
-
-    def prepare(self):
-        """Constructs a :class:`PreparedRequest <PreparedRequest>` for transmission and returns it."""
-        p = PreparedRequest()
-        p.prepare(
-            method=self.method,
-            url=self.url,
-            headers=self.headers,
-            files=self.files,
-            data=self.data,
-            json=self.json,
-            params=self.params,
-            auth=self.auth,
-            cookies=self.cookies,
-            hooks=self.hooks,
-        )
-        return p
-
-
-class PreparedRequest(RequestEncodingMixin, RequestHooksMixin):
-    """The fully mutable :class:`PreparedRequest <PreparedRequest>` object,
-    containing the exact bytes that will be sent to the server.
-
-    Instances are generated from a :class:`Request <Request>` object, and
-    should not be instantiated manually; doing so may produce undesirable
-    effects.
-
-    Usage::
-
-      >>> import requests
-      >>> req = requests.Request('GET', 'https://httpbin.org/get')
-      >>> r = req.prepare()
-      >>> r
-      <PreparedRequest [GET]>
-
-      >>> s = requests.Session()
-      >>> s.send(r)
-      <Response [200]>
-    """
-
-    def __init__(self):
-        #: HTTP verb to send to the server.
-        self.method = None
-        #: HTTP URL to send the request to.
-        self.url = None
-        #: dictionary of HTTP headers.
-        self.headers = None
-        # The `CookieJar` used to create the Cookie header will be stored here
-        # after prepare_cookies is called
-        self._cookies = None
-        #: request body to send to the server.
-        self.body = None
-        #: dictionary of callback hooks, for internal usage.
-        self.hooks = default_hooks()
-        #: integer denoting starting position of a readable file-like body.
-        self._body_position = None
-
-    def prepare(
-        self,
-        method=None,
-        url=None,
-        headers=None,
-        files=None,
-        data=None,
-        params=None,
-        auth=None,
-        cookies=None,
-        hooks=None,
-        json=None,
-    ):
-        """Prepares the entire request with the given parameters."""
-
-        self.prepare_method(method)
-        self.prepare_url(url, params)
-        self.prepare_headers(headers)
-        self.prepare_cookies(cookies)
-        self.prepare_body(data, files, json)
-        self.prepare_auth(auth, url)
-
-        # Note that prepare_auth must be last to enable authentication schemes
-        # such as OAuth to work on a fully prepared request.
-
-        # This MUST go after prepare_auth. Authenticators could add a hook
-        self.prepare_hooks(hooks)
-
-    def __repr__(self):
-        return f"<PreparedRequest [{self.method}]>"
-
-    def copy(self):
-        p = PreparedRequest()
-        p.method = self.method
-        p.url = self.url
-        p.headers = self.headers.copy() if self.headers is not None else None
-        p._cookies = _copy_cookie_jar(self._cookies)
-        p.body = self.body
-        p.hooks = self.hooks
-        p._body_position = self._body_position
-        return p
-
-    def prepare_method(self, method):
-        """Prepares the given HTTP method."""
-        self.method = method
-        if self.method is not None:
-            self.method = to_native_string(self.method.upper())
-
-    @staticmethod
-    def _get_idna_encoded_host(host):
-        import idna
-
-        try:
-            host = idna.encode(host, uts46=True).decode("utf-8")
-        except idna.IDNAError:
-            raise UnicodeError
-        return host
-
-    def prepare_url(self, url, params):
-        """Prepares the given HTTP URL."""
-        #: Accept objects that have string representations.
-        #: We're unable to blindly call unicode/str functions
-        #: as this will include the bytestring indicator (b'')
-        #: on python 3.x.
-        #: https://github.com/psf/requests/pull/2238
-        if isinstance(url, bytes):
-            url = url.decode("utf8")
-        else:
-            url = str(url)
-
-        # Remove leading whitespaces from url
-        url = url.lstrip()
-
-        # Don't do any URL preparation for non-HTTP schemes like `mailto`,
-        # `data` etc to work around exceptions from `url_parse`, which
-        # handles RFC 3986 only.
-        if ":" in url and not url.lower().startswith("http"):
-            self.url = url
-            return
-
-        # Support for unicode domain names and paths.
-        try:
-            scheme, auth, host, port, path, query, fragment = parse_url(url)
-        except LocationParseError as e:
-            raise InvalidURL(*e.args)
-
-        if not scheme:
-            raise MissingSchema(
-                f"Invalid URL {url!r}: No scheme supplied. "
-                f"Perhaps you meant https://{url}?"
-            )
-
-        if not host:
-            raise InvalidURL(f"Invalid URL {url!r}: No host supplied")
-
-        # In general, we want to try IDNA encoding the hostname if the string contains
-        # non-ASCII characters. This allows users to automatically get the correct IDNA
-        # behaviour. For strings containing only ASCII characters, we need to also verify
-        # it doesn't start with a wildcard (*), before allowing the unencoded hostname.
-        if not unicode_is_ascii(host):
-            try:
-                host = self._get_idna_encoded_host(host)
-            except UnicodeError:
-                raise InvalidURL("URL has an invalid label.")
-        elif host.startswith(("*", ".")):
-            raise InvalidURL("URL has an invalid label.")
-
-        # Carefully reconstruct the network location
-        netloc = auth or ""
-        if netloc:
-            netloc += "@"
-        netloc += host
-        if port:
-            netloc += f":{port}"
-
-        # Bare domains aren't valid URLs.
-        if not path:
-            path = "/"
-
-        if isinstance(params, (str, bytes)):
-            params = to_native_string(params)
-
-        enc_params = self._encode_params(params)
-        if enc_params:
-            if query:
-                query = f"{query}&{enc_params}"
-            else:
-                query = enc_params
-
-        url = requote_uri(urlunparse([scheme, netloc, path, None, query, fragment]))
-        self.url = url
-
-    def prepare_headers(self, headers):
-        """Prepares the given HTTP headers."""
-
-        self.headers = CaseInsensitiveDict()
-        if headers:
-            for header in headers.items():
-                # Raise exception on invalid header value.
-                check_header_validity(header)
-                name, value = header
-                self.headers[to_native_string(name)] = value
-
-    def prepare_body(self, data, files, json=None):
-        """Prepares the given HTTP body data."""
-
-        # Check if file, fo, generator, iterator.
-        # If not, run through normal process.
-
-        # Nottin' on you.
-        body = None
-        content_type = None
-
-        if not data and json is not None:
-            # urllib3 requires a bytes-like body. Python 2's json.dumps
-            # provides this natively, but Python 3 gives a Unicode string.
-            content_type = "application/json"
-
-            try:
-                body = complexjson.dumps(json, allow_nan=False)
-            except ValueError as ve:
-                raise InvalidJSONError(ve, request=self)
-
-            if not isinstance(body, bytes):
-                body = body.encode("utf-8")
-
-        is_stream = all(
-            [
-                hasattr(data, "__iter__"),
-                not isinstance(data, (basestring, list, tuple, Mapping)),
-            ]
-        )
-
-        if is_stream:
-            try:
-                length = super_len(data)
-            except (TypeError, AttributeError, UnsupportedOperation):
-                length = None
-
-            body = data
-
-            if getattr(body, "tell", None) is not None:
-                # Record the current file position before reading.
-                # This will allow us to rewind a file in the event
-                # of a redirect.
-                try:
-                    self._body_position = body.tell()
-                except OSError:
-                    # This differentiates from None, allowing us to catch
-                    # a failed `tell()` later when trying to rewind the body
-                    self._body_position = object()
-
-            if files:
-                raise NotImplementedError(
-                    "Streamed bodies and files are mutually exclusive."
-                )
-
-            if length:
-                self.headers["Content-Length"] = builtin_str(length)
-            else:
-                self.headers["Transfer-Encoding"] = "chunked"
-        else:
-            # Multi-part file uploads.
-            if files:
-                (body, content_type) = self._encode_files(files, data)
-            else:
-                if data:
-                    body = self._encode_params(data)
-                    if isinstance(data, basestring) or hasattr(data, "read"):
-                        content_type = None
-                    else:
-                        content_type = "application/x-www-form-urlencoded"
-
-            self.prepare_content_length(body)
-
-            # Add content-type if it wasn't explicitly provided.
-            if content_type and ("content-type" not in self.headers):
-                self.headers["Content-Type"] = content_type
-
-        self.body = body
-
-    def prepare_content_length(self, body):
-        """Prepare Content-Length header based on request method and body"""
-        if body is not None:
-            length = super_len(body)
-            if length:
-                # If length exists, set it. Otherwise, we fallback
-                # to Transfer-Encoding: chunked.
-                self.headers["Content-Length"] = builtin_str(length)
-        elif (
-            self.method not in ("GET", "HEAD")
-            and self.headers.get("Content-Length") is None
-        ):
-            # Set Content-Length to 0 for methods that can have a body
-            # but don't provide one. (i.e. not GET or HEAD)
-            self.headers["Content-Length"] = "0"
-
-    def prepare_auth(self, auth, url=""):
-        """Prepares the given HTTP auth data."""
-
-        # If no Auth is explicitly provided, extract it from the URL first.
-        if auth is None:
-            url_auth = get_auth_from_url(self.url)
-            auth = url_auth if any(url_auth) else None
-
-        if auth:
-            if isinstance(auth, tuple) and len(auth) == 2:
-                # special-case basic HTTP auth
-                auth = HTTPBasicAuth(*auth)
-
-            # Allow auth to make its changes.
-            r = auth(self)
-
-            # Update self to reflect the auth changes.
-            self.__dict__.update(r.__dict__)
-
-            # Recompute Content-Length
-            self.prepare_content_length(self.body)
-
-    def prepare_cookies(self, cookies):
-        """Prepares the given HTTP cookie data.
-
-        This function eventually generates a ``Cookie`` header from the
-        given cookies using cookielib. Due to cookielib's design, the header
-        will not be regenerated if it already exists, meaning this function
-        can only be called once for the life of the
-        :class:`PreparedRequest <PreparedRequest>` object. Any subsequent calls
-        to ``prepare_cookies`` will have no actual effect, unless the "Cookie"
-        header is removed beforehand.
-        """
-        if isinstance(cookies, cookielib.CookieJar):
-            self._cookies = cookies
-        else:
-            self._cookies = cookiejar_from_dict(cookies)
-
-        cookie_header = get_cookie_header(self._cookies, self)
-        if cookie_header is not None:
-            self.headers["Cookie"] = cookie_header
-
-    def prepare_hooks(self, hooks):
-        """Prepares the given hooks."""
-        # hooks can be passed as None to the prepare method and to this
-        # method. To prevent iterating over None, simply use an empty list
-        # if hooks is False-y
-        hooks = hooks or []
-        for event in hooks:
-            self.register_hook(event, hooks[event])
-
-
-class Response:
-    """The :class:`Response <Response>` object, which contains a
-    server's response to an HTTP request.
-    """
-
-    __attrs__ = [
-        "_content",
-        "status_code",
-        "headers",
-        "url",
-        "history",
-        "encoding",
-        "reason",
-        "cookies",
-        "elapsed",
-        "request",
-    ]
-
-    def __init__(self):
-        self._content = False
-        self._content_consumed = False
-        self._next = None
-
-        #: Integer Code of responded HTTP Status, e.g. 404 or 200.
-        self.status_code = None
-
-        #: Case-insensitive Dictionary of Response Headers.
-        #: For example, ``headers['content-encoding']`` will return the
-        #: value of a ``'Content-Encoding'`` response header.
-        self.headers = CaseInsensitiveDict()
-
-        #: File-like object representation of response (for advanced usage).
-        #: Use of ``raw`` requires that ``stream=True`` be set on the request.
-        #: This requirement does not apply for use internally to Requests.
-        self.raw = None
-
-        #: Final URL location of Response.
-        self.url = None
-
-        #: Encoding to decode with when accessing r.text.
-        self.encoding = None
-
-        #: A list of :class:`Response <Response>` objects from
-        #: the history of the Request. Any redirect responses will end
-        #: up here. The list is sorted from the oldest to the most recent request.
-        self.history = []
-
-        #: Textual reason of responded HTTP Status, e.g. "Not Found" or "OK".
-        self.reason = None
-
-        #: A CookieJar of Cookies the server sent back.
-        self.cookies = cookiejar_from_dict({})
-
-        #: The amount of time elapsed between sending the request
-        #: and the arrival of the response (as a timedelta).
-        #: This property specifically measures the time taken between sending
-        #: the first byte of the request and finishing parsing the headers. It
-        #: is therefore unaffected by consuming the response content or the
-        #: value of the ``stream`` keyword argument.
-        self.elapsed = datetime.timedelta(0)
-
-        #: The :class:`PreparedRequest <PreparedRequest>` object to which this
-        #: is a response.
-        self.request = None
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, *args):
-        self.close()
-
-    def __getstate__(self):
-        # Consume everything; accessing the content attribute makes
-        # sure the content has been fully read.
-        if not self._content_consumed:
-            self.content
-
-        return {attr: getattr(self, attr, None) for attr in self.__attrs__}
-
-    def __setstate__(self, state):
-        for name, value in state.items():
-            setattr(self, name, value)
-
-        # pickled objects do not have .raw
-        setattr(self, "_content_consumed", True)
-        setattr(self, "raw", None)
-
-    def __repr__(self):
-        return f"<Response [{self.status_code}]>"
-
-    def __bool__(self):
-        """Returns True if :attr:`status_code` is less than 400.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code, is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        return self.ok
-
-    def __nonzero__(self):
-        """Returns True if :attr:`status_code` is less than 400.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code, is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        return self.ok
-
-    def __iter__(self):
-        """Allows you to use a response as an iterator."""
-        return self.iter_content(128)
-
-    @property
-    def ok(self):
-        """Returns True if :attr:`status_code` is less than 400, False if not.
-
-        This attribute checks if the status code of the response is between
-        400 and 600 to see if there was a client error or a server error. If
-        the status code is between 200 and 400, this will return True. This
-        is **not** a check to see if the response code is ``200 OK``.
-        """
-        try:
-            self.raise_for_status()
-        except HTTPError:
-            return False
-        return True
-
-    @property
-    def is_redirect(self):
-        """True if this Response is a well-formed HTTP redirect that could have
-        been processed automatically (by :meth:`Session.resolve_redirects`).
-        """
-        return "location" in self.headers and self.status_code in REDIRECT_STATI
-
-    @property
-    def is_permanent_redirect(self):
-        """True if this Response one of the permanent versions of redirect."""
-        return "location" in self.headers and self.status_code in (
-            codes.moved_permanently,
-            codes.permanent_redirect,
-        )
-
-    @property
-    def next(self):
-        """Returns a PreparedRequest for the next request in a redirect chain, if there is one."""
-        return self._next
-
-    @property
-    def apparent_encoding(self):
-        """The apparent encoding, provided by the charset_normalizer or chardet libraries."""
-        if chardet is not None:
-            return chardet.detect(self.content)["encoding"]
-        else:
-            # If no character detection library is available, we'll fall back
-            # to a standard Python utf-8 str.
-            return "utf-8"
-
-    def iter_content(self, chunk_size=1, decode_unicode=False):
-        """Iterates over the response data.  When stream=True is set on the
-        request, this avoids reading the content at once into memory for
-        large responses.  The chunk size is the number of bytes it should
-        read into memory.  This is not necessarily the length of each item
-        returned as decoding can take place.
-
-        chunk_size must be of type int or None. A value of None will
-        function differently depending on the value of `stream`.
-        stream=True will read data as it arrives in whatever size the
-        chunks are received. If stream=False, data is returned as
-        a single chunk.
-
-        If decode_unicode is True, content will be decoded using the best
-        available encoding based on the response.
-        """
-
-        def generate():
-            # Special case for urllib3.
-            if hasattr(self.raw, "stream"):
-                try:
-                    yield from self.raw.stream(chunk_size, decode_content=True)
-                except ProtocolError as e:
-                    raise ChunkedEncodingError(e)
-                except DecodeError as e:
-                    raise ContentDecodingError(e)
-                except ReadTimeoutError as e:
-                    raise ConnectionError(e)
-                except SSLError as e:
-                    raise RequestsSSLError(e)
-            else:
-                # Standard file-like object.
-                while True:
-                    chunk = self.raw.read(chunk_size)
-                    if not chunk:
-                        break
-                    yield chunk
-
-            self._content_consumed = True
-
-        if self._content_consumed and isinstance(self._content, bool):
-            raise StreamConsumedError()
-        elif chunk_size is not None and not isinstance(chunk_size, int):
-            raise TypeError(
-                f"chunk_size must be an int, it is instead a {type(chunk_size)}."
-            )
-        # simulate reading small chunks of the content
-        reused_chunks = iter_slices(self._content, chunk_size)
-
-        stream_chunks = generate()
-
-        chunks = reused_chunks if self._content_consumed else stream_chunks
-
-        if decode_unicode:
-            chunks = stream_decode_response_unicode(chunks, self)
-
-        return chunks
-
-    def iter_lines(
-        self, chunk_size=ITER_CHUNK_SIZE, decode_unicode=False, delimiter=None
-    ):
-        """Iterates over the response data, one line at a time.  When
-        stream=True is set on the request, this avoids reading the
-        content at once into memory for large responses.
-
-        .. note:: This method is not reentrant safe.
-        """
-
-        pending = None
-
-        for chunk in self.iter_content(
-            chunk_size=chunk_size, decode_unicode=decode_unicode
-        ):
-            if pending is not None:
-                chunk = pending + chunk
-
-            if delimiter:
-                lines = chunk.split(delimiter)
-            else:
-                lines = chunk.splitlines()
-
-            if lines and lines[-1] and chunk and lines[-1][-1] == chunk[-1]:
-                pending = lines.pop()
-            else:
-                pending = None
-
-            yield from lines
-
-        if pending is not None:
-            yield pending
-
-    @property
-    def content(self):
-        """Content of the response, in bytes."""
-
-        if self._content is False:
-            # Read the contents.
-            if self._content_consumed:
-                raise RuntimeError("The content for this response was already consumed")
-
-            if self.status_code == 0 or self.raw is None:
-                self._content = None
-            else:
-                self._content = b"".join(self.iter_content(CONTENT_CHUNK_SIZE)) or b""
-
-        self._content_consumed = True
-        # don't need to release the connection; that's been handled by urllib3
-        # since we exhausted the data.
-        return self._content
-
-    @property
-    def text(self):
-        """Content of the response, in unicode.
-
-        If Response.encoding is None, encoding will be guessed using
-        ``charset_normalizer`` or ``chardet``.
-
-        The encoding of the response content is determined based solely on HTTP
-        headers, following RFC 2616 to the letter. If you can take advantage of
-        non-HTTP knowledge to make a better guess at the encoding, you should
-        set ``r.encoding`` appropriately before accessing this property.
-        """
-
-        # Try charset from content-type
-        content = None
-        encoding = self.encoding
-
-        if not self.content:
-            return ""
-
-        # Fallback to auto-detected encoding.
-        if self.encoding is None:
-            encoding = self.apparent_encoding
-
-        # Decode unicode from given encoding.
-        try:
-            content = str(self.content, encoding, errors="replace")
-        except (LookupError, TypeError):
-            # A LookupError is raised if the encoding was not found which could
-            # indicate a misspelling or similar mistake.
-            #
-            # A TypeError can be raised if encoding is None
-            #
-            # So we try blindly encoding.
-            content = str(self.content, errors="replace")
-
-        return content
-
-    def json(self, **kwargs):
-        r"""Returns the json-encoded content of a response, if any.
-
-        :param \*\*kwargs: Optional arguments that ``json.loads`` takes.
-        :raises requests.exceptions.JSONDecodeError: If the response body does not
-            contain valid json.
-        """
-
-        if not self.encoding and self.content and len(self.content) > 3:
-            # No encoding set. JSON RFC 4627 section 3 states we should expect
-            # UTF-8, -16 or -32. Detect which one to use; If the detection or
-            # decoding fails, fall back to `self.text` (using charset_normalizer to make
-            # a best guess).
-            encoding = guess_json_utf(self.content)
-            if encoding is not None:
-                try:
-                    return complexjson.loads(self.content.decode(encoding), **kwargs)
-                except UnicodeDecodeError:
-                    # Wrong UTF codec detected; usually because it's not UTF-8
-                    # but some other 8-bit codec.  This is an RFC violation,
-                    # and the server didn't bother to tell us what codec *was*
-                    # used.
-                    pass
-                except JSONDecodeError as e:
-                    raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
-
-        try:
-            return complexjson.loads(self.text, **kwargs)
-        except JSONDecodeError as e:
-            # Catch JSON-related errors and raise as requests.JSONDecodeError
-            # This aliases json.JSONDecodeError and simplejson.JSONDecodeError
-            raise RequestsJSONDecodeError(e.msg, e.doc, e.pos)
-
-    @property
-    def links(self):
-        """Returns the parsed header links of the response, if any."""
-
-        header = self.headers.get("link")
-
-        resolved_links = {}
-
-        if header:
-            links = parse_header_links(header)
-
-            for link in links:
-                key = link.get("rel") or link.get("url")
-                resolved_links[key] = link
-
-        return resolved_links
-
-    def raise_for_status(self):
-        """Raises :class:`HTTPError`, if one occurred."""
-
-        http_error_msg = ""
-        if isinstance(self.reason, bytes):
-            # We attempt to decode utf-8 first because some servers
-            # choose to localize their reason strings. If the string
-            # isn't utf-8, we fall back to iso-8859-1 for all other
-            # encodings. (See PR #3538)
-            try:
-                reason = self.reason.decode("utf-8")
-            except UnicodeDecodeError:
-                reason = self.reason.decode("iso-8859-1")
-        else:
-            reason = self.reason
-
-        if 400 <= self.status_code < 500:
-            http_error_msg = (
-                f"{self.status_code} Client Error: {reason} for url: {self.url}"
-            )
-
-        elif 500 <= self.status_code < 600:
-            http_error_msg = (
-                f"{self.status_code} Server Error: {reason} for url: {self.url}"
-            )
-
-        if http_error_msg:
-            raise HTTPError(http_error_msg, response=self)
-
-    def close(self):
-        """Releases the connection back to the pool. Once this method has been
-        called the underlying ``raw`` object must not be accessed again.
-
-        *Note: Should not normally need to be called explicitly.*
-        """
-        if not self._content_consumed:
-            self.raw.close()
-
-        release_conn = getattr(self.raw, "release_conn", None)
-        if release_conn is not None:
-            release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
deleted file mode 100644
index 5ab3d8e25..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/packages.py
+++ /dev/null
@@ -1,23 +0,0 @@
-import sys
-
-from .compat import chardet
-
-# This code exists for backwards compatibility reasons.
-# I don't like it either. Just look the other way. :)
-
-for package in ("urllib3", "idna"):
-    locals()[package] = __import__(package)
-    # This traversal is apparently necessary such that the identities are
-    # preserved (requests.packages.urllib3.* is urllib3.*)
-    for mod in list(sys.modules):
-        if mod == package or mod.startswith(f"{package}."):
-            sys.modules[f"requests.packages.{mod}"] = sys.modules[mod]
-
-if chardet is not None:
-    target = chardet.__name__
-    for mod in list(sys.modules):
-        if mod == target or mod.startswith(f"{target}."):
-            imported_mod = sys.modules[mod]
-            sys.modules[f"requests.packages.{mod}"] = imported_mod
-            mod = mod.replace(target, "chardet")
-            sys.modules[f"requests.packages.{mod}"] = imported_mod
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
deleted file mode 100644
index b387bc36d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/sessions.py
+++ /dev/null
@@ -1,831 +0,0 @@
-"""
-requests.sessions
-~~~~~~~~~~~~~~~~~
-
-This module provides a Session object to manage and persist settings across
-requests (cookies, auth, proxies).
-"""
-import os
-import sys
-import time
-from collections import OrderedDict
-from datetime import timedelta
-
-from ._internal_utils import to_native_string
-from .adapters import HTTPAdapter
-from .auth import _basic_auth_str
-from .compat import Mapping, cookielib, urljoin, urlparse
-from .cookies import (
-    RequestsCookieJar,
-    cookiejar_from_dict,
-    extract_cookies_to_jar,
-    merge_cookies,
-)
-from .exceptions import (
-    ChunkedEncodingError,
-    ContentDecodingError,
-    InvalidSchema,
-    TooManyRedirects,
-)
-from .hooks import default_hooks, dispatch_hook
-
-# formerly defined here, reexposed here for backward compatibility
-from .models import (  # noqa: F401
-    DEFAULT_REDIRECT_LIMIT,
-    REDIRECT_STATI,
-    PreparedRequest,
-    Request,
-)
-from .status_codes import codes
-from .structures import CaseInsensitiveDict
-from .utils import (  # noqa: F401
-    DEFAULT_PORTS,
-    default_headers,
-    get_auth_from_url,
-    get_environ_proxies,
-    get_netrc_auth,
-    requote_uri,
-    resolve_proxies,
-    rewind_body,
-    should_bypass_proxies,
-    to_key_val_list,
-)
-
-# Preferred clock, based on which one is more accurate on a given system.
-if sys.platform == "win32":
-    preferred_clock = time.perf_counter
-else:
-    preferred_clock = time.time
-
-
-def merge_setting(request_setting, session_setting, dict_class=OrderedDict):
-    """Determines appropriate setting for a given request, taking into account
-    the explicit setting on that request, and the setting in the session. If a
-    setting is a dictionary, they will be merged together using `dict_class`
-    """
-
-    if session_setting is None:
-        return request_setting
-
-    if request_setting is None:
-        return session_setting
-
-    # Bypass if not a dictionary (e.g. verify)
-    if not (
-        isinstance(session_setting, Mapping) and isinstance(request_setting, Mapping)
-    ):
-        return request_setting
-
-    merged_setting = dict_class(to_key_val_list(session_setting))
-    merged_setting.update(to_key_val_list(request_setting))
-
-    # Remove keys that are set to None. Extract keys first to avoid altering
-    # the dictionary during iteration.
-    none_keys = [k for (k, v) in merged_setting.items() if v is None]
-    for key in none_keys:
-        del merged_setting[key]
-
-    return merged_setting
-
-
-def merge_hooks(request_hooks, session_hooks, dict_class=OrderedDict):
-    """Properly merges both requests and session hooks.
-
-    This is necessary because when request_hooks == {'response': []}, the
-    merge breaks Session hooks entirely.
-    """
-    if session_hooks is None or session_hooks.get("response") == []:
-        return request_hooks
-
-    if request_hooks is None or request_hooks.get("response") == []:
-        return session_hooks
-
-    return merge_setting(request_hooks, session_hooks, dict_class)
-
-
-class SessionRedirectMixin:
-    def get_redirect_target(self, resp):
-        """Receives a Response. Returns a redirect URI or ``None``"""
-        # Due to the nature of how requests processes redirects this method will
-        # be called at least once upon the original response and at least twice
-        # on each subsequent redirect response (if any).
-        # If a custom mixin is used to handle this logic, it may be advantageous
-        # to cache the redirect location onto the response object as a private
-        # attribute.
-        if resp.is_redirect:
-            location = resp.headers["location"]
-            # Currently the underlying http module on py3 decode headers
-            # in latin1, but empirical evidence suggests that latin1 is very
-            # rarely used with non-ASCII characters in HTTP headers.
-            # It is more likely to get UTF8 header rather than latin1.
-            # This causes incorrect handling of UTF8 encoded location headers.
-            # To solve this, we re-encode the location in latin1.
-            location = location.encode("latin1")
-            return to_native_string(location, "utf8")
-        return None
-
-    def should_strip_auth(self, old_url, new_url):
-        """Decide whether Authorization header should be removed when redirecting"""
-        old_parsed = urlparse(old_url)
-        new_parsed = urlparse(new_url)
-        if old_parsed.hostname != new_parsed.hostname:
-            return True
-        # Special case: allow http -> https redirect when using the standard
-        # ports. This isn't specified by RFC 7235, but is kept to avoid
-        # breaking backwards compatibility with older versions of requests
-        # that allowed any redirects on the same host.
-        if (
-            old_parsed.scheme == "http"
-            and old_parsed.port in (80, None)
-            and new_parsed.scheme == "https"
-            and new_parsed.port in (443, None)
-        ):
-            return False
-
-        # Handle default port usage corresponding to scheme.
-        changed_port = old_parsed.port != new_parsed.port
-        changed_scheme = old_parsed.scheme != new_parsed.scheme
-        default_port = (DEFAULT_PORTS.get(old_parsed.scheme, None), None)
-        if (
-            not changed_scheme
-            and old_parsed.port in default_port
-            and new_parsed.port in default_port
-        ):
-            return False
-
-        # Standard case: root URI must match
-        return changed_port or changed_scheme
-
-    def resolve_redirects(
-        self,
-        resp,
-        req,
-        stream=False,
-        timeout=None,
-        verify=True,
-        cert=None,
-        proxies=None,
-        yield_requests=False,
-        **adapter_kwargs,
-    ):
-        """Receives a Response. Returns a generator of Responses or Requests."""
-
-        hist = []  # keep track of history
-
-        url = self.get_redirect_target(resp)
-        previous_fragment = urlparse(req.url).fragment
-        while url:
-            prepared_request = req.copy()
-
-            # Update history and keep track of redirects.
-            # resp.history must ignore the original request in this loop
-            hist.append(resp)
-            resp.history = hist[1:]
-
-            try:
-                resp.content  # Consume socket so it can be released
-            except (ChunkedEncodingError, ContentDecodingError, RuntimeError):
-                resp.raw.read(decode_content=False)
-
-            if len(resp.history) >= self.max_redirects:
-                raise TooManyRedirects(
-                    f"Exceeded {self.max_redirects} redirects.", response=resp
-                )
-
-            # Release the connection back into the pool.
-            resp.close()
-
-            # Handle redirection without scheme (see: RFC 1808 Section 4)
-            if url.startswith("//"):
-                parsed_rurl = urlparse(resp.url)
-                url = ":".join([to_native_string(parsed_rurl.scheme), url])
-
-            # Normalize url case and attach previous fragment if needed (RFC 7231 7.1.2)
-            parsed = urlparse(url)
-            if parsed.fragment == "" and previous_fragment:
-                parsed = parsed._replace(fragment=previous_fragment)
-            elif parsed.fragment:
-                previous_fragment = parsed.fragment
-            url = parsed.geturl()
-
-            # Facilitate relative 'location' headers, as allowed by RFC 7231.
-            # (e.g. '/path/to/resource' instead of 'http://domain.tld/path/to/resource')
-            # Compliant with RFC3986, we percent encode the url.
-            if not parsed.netloc:
-                url = urljoin(resp.url, requote_uri(url))
-            else:
-                url = requote_uri(url)
-
-            prepared_request.url = to_native_string(url)
-
-            self.rebuild_method(prepared_request, resp)
-
-            # https://github.com/psf/requests/issues/1084
-            if resp.status_code not in (
-                codes.temporary_redirect,
-                codes.permanent_redirect,
-            ):
-                # https://github.com/psf/requests/issues/3490
-                purged_headers = ("Content-Length", "Content-Type", "Transfer-Encoding")
-                for header in purged_headers:
-                    prepared_request.headers.pop(header, None)
-                prepared_request.body = None
-
-            headers = prepared_request.headers
-            headers.pop("Cookie", None)
-
-            # Extract any cookies sent on the response to the cookiejar
-            # in the new request. Because we've mutated our copied prepared
-            # request, use the old one that we haven't yet touched.
-            extract_cookies_to_jar(prepared_request._cookies, req, resp.raw)
-            merge_cookies(prepared_request._cookies, self.cookies)
-            prepared_request.prepare_cookies(prepared_request._cookies)
-
-            # Rebuild auth and proxy information.
-            proxies = self.rebuild_proxies(prepared_request, proxies)
-            self.rebuild_auth(prepared_request, resp)
-
-            # A failed tell() sets `_body_position` to `object()`. This non-None
-            # value ensures `rewindable` will be True, allowing us to raise an
-            # UnrewindableBodyError, instead of hanging the connection.
-            rewindable = prepared_request._body_position is not None and (
-                "Content-Length" in headers or "Transfer-Encoding" in headers
-            )
-
-            # Attempt to rewind consumed file-like object.
-            if rewindable:
-                rewind_body(prepared_request)
-
-            # Override the original request.
-            req = prepared_request
-
-            if yield_requests:
-                yield req
-            else:
-                resp = self.send(
-                    req,
-                    stream=stream,
-                    timeout=timeout,
-                    verify=verify,
-                    cert=cert,
-                    proxies=proxies,
-                    allow_redirects=False,
-                    **adapter_kwargs,
-                )
-
-                extract_cookies_to_jar(self.cookies, prepared_request, resp.raw)
-
-                # extract redirect url, if any, for the next loop
-                url = self.get_redirect_target(resp)
-                yield resp
-
-    def rebuild_auth(self, prepared_request, response):
-        """When being redirected we may want to strip authentication from the
-        request to avoid leaking credentials. This method intelligently removes
-        and reapplies authentication where possible to avoid credential loss.
-        """
-        headers = prepared_request.headers
-        url = prepared_request.url
-
-        if "Authorization" in headers and self.should_strip_auth(
-            response.request.url, url
-        ):
-            # If we get redirected to a new host, we should strip out any
-            # authentication headers.
-            del headers["Authorization"]
-
-        # .netrc might have more auth for us on our new host.
-        new_auth = get_netrc_auth(url) if self.trust_env else None
-        if new_auth is not None:
-            prepared_request.prepare_auth(new_auth)
-
-    def rebuild_proxies(self, prepared_request, proxies):
-        """This method re-evaluates the proxy configuration by considering the
-        environment variables. If we are redirected to a URL covered by
-        NO_PROXY, we strip the proxy configuration. Otherwise, we set missing
-        proxy keys for this URL (in case they were stripped by a previous
-        redirect).
-
-        This method also replaces the Proxy-Authorization header where
-        necessary.
-
-        :rtype: dict
-        """
-        headers = prepared_request.headers
-        scheme = urlparse(prepared_request.url).scheme
-        new_proxies = resolve_proxies(prepared_request, proxies, self.trust_env)
-
-        if "Proxy-Authorization" in headers:
-            del headers["Proxy-Authorization"]
-
-        try:
-            username, password = get_auth_from_url(new_proxies[scheme])
-        except KeyError:
-            username, password = None, None
-
-        # urllib3 handles proxy authorization for us in the standard adapter.
-        # Avoid appending this to TLS tunneled requests where it may be leaked.
-        if not scheme.startswith("https") and username and password:
-            headers["Proxy-Authorization"] = _basic_auth_str(username, password)
-
-        return new_proxies
-
-    def rebuild_method(self, prepared_request, response):
-        """When being redirected we may want to change the method of the request
-        based on certain specs or browser behavior.
-        """
-        method = prepared_request.method
-
-        # https://tools.ietf.org/html/rfc7231#section-6.4.4
-        if response.status_code == codes.see_other and method != "HEAD":
-            method = "GET"
-
-        # Do what the browsers do, despite standards...
-        # First, turn 302s into GETs.
-        if response.status_code == codes.found and method != "HEAD":
-            method = "GET"
-
-        # Second, if a POST is responded to with a 301, turn it into a GET.
-        # This bizarre behaviour is explained in Issue 1704.
-        if response.status_code == codes.moved and method == "POST":
-            method = "GET"
-
-        prepared_request.method = method
-
-
-class Session(SessionRedirectMixin):
-    """A Requests session.
-
-    Provides cookie persistence, connection-pooling, and configuration.
-
-    Basic Usage::
-
-      >>> import requests
-      >>> s = requests.Session()
-      >>> s.get('https://httpbin.org/get')
-      <Response [200]>
-
-    Or as a context manager::
-
-      >>> with requests.Session() as s:
-      ...     s.get('https://httpbin.org/get')
-      <Response [200]>
-    """
-
-    __attrs__ = [
-        "headers",
-        "cookies",
-        "auth",
-        "proxies",
-        "hooks",
-        "params",
-        "verify",
-        "cert",
-        "adapters",
-        "stream",
-        "trust_env",
-        "max_redirects",
-    ]
-
-    def __init__(self):
-        #: A case-insensitive dictionary of headers to be sent on each
-        #: :class:`Request <Request>` sent from this
-        #: :class:`Session <Session>`.
-        self.headers = default_headers()
-
-        #: Default Authentication tuple or object to attach to
-        #: :class:`Request <Request>`.
-        self.auth = None
-
-        #: Dictionary mapping protocol or protocol and host to the URL of the proxy
-        #: (e.g. {'http': 'foo.bar:3128', 'http://host.name': 'foo.bar:4012'}) to
-        #: be used on each :class:`Request <Request>`.
-        self.proxies = {}
-
-        #: Event-handling hooks.
-        self.hooks = default_hooks()
-
-        #: Dictionary of querystring data to attach to each
-        #: :class:`Request <Request>`. The dictionary values may be lists for
-        #: representing multivalued query parameters.
-        self.params = {}
-
-        #: Stream response content default.
-        self.stream = False
-
-        #: SSL Verification default.
-        #: Defaults to `True`, requiring requests to verify the TLS certificate at the
-        #: remote end.
-        #: If verify is set to `False`, requests will accept any TLS certificate
-        #: presented by the server, and will ignore hostname mismatches and/or
-        #: expired certificates, which will make your application vulnerable to
-        #: man-in-the-middle (MitM) attacks.
-        #: Only set this to `False` for testing.
-        self.verify = True
-
-        #: SSL client certificate default, if String, path to ssl client
-        #: cert file (.pem). If Tuple, ('cert', 'key') pair.
-        self.cert = None
-
-        #: Maximum number of redirects allowed. If the request exceeds this
-        #: limit, a :class:`TooManyRedirects` exception is raised.
-        #: This defaults to requests.models.DEFAULT_REDIRECT_LIMIT, which is
-        #: 30.
-        self.max_redirects = DEFAULT_REDIRECT_LIMIT
-
-        #: Trust environment settings for proxy configuration, default
-        #: authentication and similar.
-        self.trust_env = True
-
-        #: A CookieJar containing all currently outstanding cookies set on this
-        #: session. By default it is a
-        #: :class:`RequestsCookieJar <requests.cookies.RequestsCookieJar>`, but
-        #: may be any other ``cookielib.CookieJar`` compatible object.
-        self.cookies = cookiejar_from_dict({})
-
-        # Default connection adapters.
-        self.adapters = OrderedDict()
-        self.mount("https://", HTTPAdapter())
-        self.mount("http://", HTTPAdapter())
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, *args):
-        self.close()
-
-    def prepare_request(self, request):
-        """Constructs a :class:`PreparedRequest <PreparedRequest>` for
-        transmission and returns it. The :class:`PreparedRequest` has settings
-        merged from the :class:`Request <Request>` instance and those of the
-        :class:`Session`.
-
-        :param request: :class:`Request` instance to prepare with this
-            session's settings.
-        :rtype: requests.PreparedRequest
-        """
-        cookies = request.cookies or {}
-
-        # Bootstrap CookieJar.
-        if not isinstance(cookies, cookielib.CookieJar):
-            cookies = cookiejar_from_dict(cookies)
-
-        # Merge with session cookies
-        merged_cookies = merge_cookies(
-            merge_cookies(RequestsCookieJar(), self.cookies), cookies
-        )
-
-        # Set environment's basic authentication if not explicitly set.
-        auth = request.auth
-        if self.trust_env and not auth and not self.auth:
-            auth = get_netrc_auth(request.url)
-
-        p = PreparedRequest()
-        p.prepare(
-            method=request.method.upper(),
-            url=request.url,
-            files=request.files,
-            data=request.data,
-            json=request.json,
-            headers=merge_setting(
-                request.headers, self.headers, dict_class=CaseInsensitiveDict
-            ),
-            params=merge_setting(request.params, self.params),
-            auth=merge_setting(auth, self.auth),
-            cookies=merged_cookies,
-            hooks=merge_hooks(request.hooks, self.hooks),
-        )
-        return p
-
-    def request(
-        self,
-        method,
-        url,
-        params=None,
-        data=None,
-        headers=None,
-        cookies=None,
-        files=None,
-        auth=None,
-        timeout=None,
-        allow_redirects=True,
-        proxies=None,
-        hooks=None,
-        stream=None,
-        verify=None,
-        cert=None,
-        json=None,
-    ):
-        """Constructs a :class:`Request <Request>`, prepares it and sends it.
-        Returns :class:`Response <Response>` object.
-
-        :param method: method for the new :class:`Request` object.
-        :param url: URL for the new :class:`Request` object.
-        :param params: (optional) Dictionary or bytes to be sent in the query
-            string for the :class:`Request`.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param json: (optional) json to send in the body of the
-            :class:`Request`.
-        :param headers: (optional) Dictionary of HTTP Headers to send with the
-            :class:`Request`.
-        :param cookies: (optional) Dict or CookieJar object to send with the
-            :class:`Request`.
-        :param files: (optional) Dictionary of ``'filename': file-like-objects``
-            for multipart encoding upload.
-        :param auth: (optional) Auth tuple or callable to enable
-            Basic/Digest/Custom HTTP Auth.
-        :param timeout: (optional) How long to wait for the server to send
-            data before giving up, as a float, or a :ref:`(connect timeout,
-            read timeout) <timeouts>` tuple.
-        :type timeout: float or tuple
-        :param allow_redirects: (optional) Set to True by default.
-        :type allow_redirects: bool
-        :param proxies: (optional) Dictionary mapping protocol or protocol and
-            hostname to the URL of the proxy.
-        :param hooks: (optional) Dictionary mapping hook name to one event or
-            list of events, event must be callable.
-        :param stream: (optional) whether to immediately download the response
-            content. Defaults to ``False``.
-        :param verify: (optional) Either a boolean, in which case it controls whether we verify
-            the server's TLS certificate, or a string, in which case it must be a path
-            to a CA bundle to use. Defaults to ``True``. When set to
-            ``False``, requests will accept any TLS certificate presented by
-            the server, and will ignore hostname mismatches and/or expired
-            certificates, which will make your application vulnerable to
-            man-in-the-middle (MitM) attacks. Setting verify to ``False``
-            may be useful during local development or testing.
-        :param cert: (optional) if String, path to ssl client cert file (.pem).
-            If Tuple, ('cert', 'key') pair.
-        :rtype: requests.Response
-        """
-        # Create the Request.
-        req = Request(
-            method=method.upper(),
-            url=url,
-            headers=headers,
-            files=files,
-            data=data or {},
-            json=json,
-            params=params or {},
-            auth=auth,
-            cookies=cookies,
-            hooks=hooks,
-        )
-        prep = self.prepare_request(req)
-
-        proxies = proxies or {}
-
-        settings = self.merge_environment_settings(
-            prep.url, proxies, stream, verify, cert
-        )
-
-        # Send the request.
-        send_kwargs = {
-            "timeout": timeout,
-            "allow_redirects": allow_redirects,
-        }
-        send_kwargs.update(settings)
-        resp = self.send(prep, **send_kwargs)
-
-        return resp
-
-    def get(self, url, **kwargs):
-        r"""Sends a GET request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", True)
-        return self.request("GET", url, **kwargs)
-
-    def options(self, url, **kwargs):
-        r"""Sends a OPTIONS request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", True)
-        return self.request("OPTIONS", url, **kwargs)
-
-    def head(self, url, **kwargs):
-        r"""Sends a HEAD request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        kwargs.setdefault("allow_redirects", False)
-        return self.request("HEAD", url, **kwargs)
-
-    def post(self, url, data=None, json=None, **kwargs):
-        r"""Sends a POST request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param json: (optional) json to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("POST", url, data=data, json=json, **kwargs)
-
-    def put(self, url, data=None, **kwargs):
-        r"""Sends a PUT request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("PUT", url, data=data, **kwargs)
-
-    def patch(self, url, data=None, **kwargs):
-        r"""Sends a PATCH request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param data: (optional) Dictionary, list of tuples, bytes, or file-like
-            object to send in the body of the :class:`Request`.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("PATCH", url, data=data, **kwargs)
-
-    def delete(self, url, **kwargs):
-        r"""Sends a DELETE request. Returns :class:`Response` object.
-
-        :param url: URL for the new :class:`Request` object.
-        :param \*\*kwargs: Optional arguments that ``request`` takes.
-        :rtype: requests.Response
-        """
-
-        return self.request("DELETE", url, **kwargs)
-
-    def send(self, request, **kwargs):
-        """Send a given PreparedRequest.
-
-        :rtype: requests.Response
-        """
-        # Set defaults that the hooks can utilize to ensure they always have
-        # the correct parameters to reproduce the previous request.
-        kwargs.setdefault("stream", self.stream)
-        kwargs.setdefault("verify", self.verify)
-        kwargs.setdefault("cert", self.cert)
-        if "proxies" not in kwargs:
-            kwargs["proxies"] = resolve_proxies(request, self.proxies, self.trust_env)
-
-        # It's possible that users might accidentally send a Request object.
-        # Guard against that specific failure case.
-        if isinstance(request, Request):
-            raise ValueError("You can only send PreparedRequests.")
-
-        # Set up variables needed for resolve_redirects and dispatching of hooks
-        allow_redirects = kwargs.pop("allow_redirects", True)
-        stream = kwargs.get("stream")
-        hooks = request.hooks
-
-        # Get the appropriate adapter to use
-        adapter = self.get_adapter(url=request.url)
-
-        # Start time (approximately) of the request
-        start = preferred_clock()
-
-        # Send the request
-        r = adapter.send(request, **kwargs)
-
-        # Total elapsed time of the request (approximately)
-        elapsed = preferred_clock() - start
-        r.elapsed = timedelta(seconds=elapsed)
-
-        # Response manipulation hooks
-        r = dispatch_hook("response", hooks, r, **kwargs)
-
-        # Persist cookies
-        if r.history:
-            # If the hooks create history then we want those cookies too
-            for resp in r.history:
-                extract_cookies_to_jar(self.cookies, resp.request, resp.raw)
-
-        extract_cookies_to_jar(self.cookies, request, r.raw)
-
-        # Resolve redirects if allowed.
-        if allow_redirects:
-            # Redirect resolving generator.
-            gen = self.resolve_redirects(r, request, **kwargs)
-            history = [resp for resp in gen]
-        else:
-            history = []
-
-        # Shuffle things around if there's history.
-        if history:
-            # Insert the first (original) request at the start
-            history.insert(0, r)
-            # Get the last request made
-            r = history.pop()
-            r.history = history
-
-        # If redirects aren't being followed, store the response on the Request for Response.next().
-        if not allow_redirects:
-            try:
-                r._next = next(
-                    self.resolve_redirects(r, request, yield_requests=True, **kwargs)
-                )
-            except StopIteration:
-                pass
-
-        if not stream:
-            r.content
-
-        return r
-
-    def merge_environment_settings(self, url, proxies, stream, verify, cert):
-        """
-        Check the environment and merge it with some settings.
-
-        :rtype: dict
-        """
-        # Gather clues from the surrounding environment.
-        if self.trust_env:
-            # Set environment's proxies.
-            no_proxy = proxies.get("no_proxy") if proxies is not None else None
-            env_proxies = get_environ_proxies(url, no_proxy=no_proxy)
-            for k, v in env_proxies.items():
-                proxies.setdefault(k, v)
-
-            # Look for requests environment configuration
-            # and be compatible with cURL.
-            if verify is True or verify is None:
-                verify = (
-                    os.environ.get("REQUESTS_CA_BUNDLE")
-                    or os.environ.get("CURL_CA_BUNDLE")
-                    or verify
-                )
-
-        # Merge all the kwargs.
-        proxies = merge_setting(proxies, self.proxies)
-        stream = merge_setting(stream, self.stream)
-        verify = merge_setting(verify, self.verify)
-        cert = merge_setting(cert, self.cert)
-
-        return {"proxies": proxies, "stream": stream, "verify": verify, "cert": cert}
-
-    def get_adapter(self, url):
-        """
-        Returns the appropriate connection adapter for the given URL.
-
-        :rtype: requests.adapters.BaseAdapter
-        """
-        for prefix, adapter in self.adapters.items():
-            if url.lower().startswith(prefix.lower()):
-                return adapter
-
-        # Nothing matches :-/
-        raise InvalidSchema(f"No connection adapters were found for {url!r}")
-
-    def close(self):
-        """Closes all adapters and as such the session"""
-        for v in self.adapters.values():
-            v.close()
-
-    def mount(self, prefix, adapter):
-        """Registers a connection adapter to a prefix.
-
-        Adapters are sorted in descending order by prefix length.
-        """
-        self.adapters[prefix] = adapter
-        keys_to_move = [k for k in self.adapters if len(k) < len(prefix)]
-
-        for key in keys_to_move:
-            self.adapters[key] = self.adapters.pop(key)
-
-    def __getstate__(self):
-        state = {attr: getattr(self, attr, None) for attr in self.__attrs__}
-        return state
-
-    def __setstate__(self, state):
-        for attr, value in state.items():
-            setattr(self, attr, value)
-
-
-def session():
-    """
-    Returns a :class:`Session` for context-management.
-
-    .. deprecated:: 1.0.0
-
-        This method has been deprecated since version 1.0.0 and is only kept for
-        backwards compatibility. New code should use :class:`~requests.sessions.Session`
-        to create a session. This may be removed at a future date.
-
-    :rtype: Session
-    """
-    return Session()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
deleted file mode 100644
index c7945a2f0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/status_codes.py
+++ /dev/null
@@ -1,128 +0,0 @@
-r"""
-The ``codes`` object defines a mapping from common names for HTTP statuses
-to their numerical codes, accessible either as attributes or as dictionary
-items.
-
-Example::
-
-    >>> import requests
-    >>> requests.codes['temporary_redirect']
-    307
-    >>> requests.codes.teapot
-    418
-    >>> requests.codes['\o/']
-    200
-
-Some codes have multiple names, and both upper- and lower-case versions of
-the names are allowed. For example, ``codes.ok``, ``codes.OK``, and
-``codes.okay`` all correspond to the HTTP status code 200.
-"""
-
-from .structures import LookupDict
-
-_codes = {
-    # Informational.
-    100: ("continue",),
-    101: ("switching_protocols",),
-    102: ("processing", "early-hints"),
-    103: ("checkpoint",),
-    122: ("uri_too_long", "request_uri_too_long"),
-    200: ("ok", "okay", "all_ok", "all_okay", "all_good", "\\o/", "✓"),
-    201: ("created",),
-    202: ("accepted",),
-    203: ("non_authoritative_info", "non_authoritative_information"),
-    204: ("no_content",),
-    205: ("reset_content", "reset"),
-    206: ("partial_content", "partial"),
-    207: ("multi_status", "multiple_status", "multi_stati", "multiple_stati"),
-    208: ("already_reported",),
-    226: ("im_used",),
-    # Redirection.
-    300: ("multiple_choices",),
-    301: ("moved_permanently", "moved", "\\o-"),
-    302: ("found",),
-    303: ("see_other", "other"),
-    304: ("not_modified",),
-    305: ("use_proxy",),
-    306: ("switch_proxy",),
-    307: ("temporary_redirect", "temporary_moved", "temporary"),
-    308: (
-        "permanent_redirect",
-        "resume_incomplete",
-        "resume",
-    ),  # "resume" and "resume_incomplete" to be removed in 3.0
-    # Client Error.
-    400: ("bad_request", "bad"),
-    401: ("unauthorized",),
-    402: ("payment_required", "payment"),
-    403: ("forbidden",),
-    404: ("not_found", "-o-"),
-    405: ("method_not_allowed", "not_allowed"),
-    406: ("not_acceptable",),
-    407: ("proxy_authentication_required", "proxy_auth", "proxy_authentication"),
-    408: ("request_timeout", "timeout"),
-    409: ("conflict",),
-    410: ("gone",),
-    411: ("length_required",),
-    412: ("precondition_failed", "precondition"),
-    413: ("request_entity_too_large", "content_too_large"),
-    414: ("request_uri_too_large", "uri_too_long"),
-    415: ("unsupported_media_type", "unsupported_media", "media_type"),
-    416: (
-        "requested_range_not_satisfiable",
-        "requested_range",
-        "range_not_satisfiable",
-    ),
-    417: ("expectation_failed",),
-    418: ("im_a_teapot", "teapot", "i_am_a_teapot"),
-    421: ("misdirected_request",),
-    422: ("unprocessable_entity", "unprocessable", "unprocessable_content"),
-    423: ("locked",),
-    424: ("failed_dependency", "dependency"),
-    425: ("unordered_collection", "unordered", "too_early"),
-    426: ("upgrade_required", "upgrade"),
-    428: ("precondition_required", "precondition"),
-    429: ("too_many_requests", "too_many"),
-    431: ("header_fields_too_large", "fields_too_large"),
-    444: ("no_response", "none"),
-    449: ("retry_with", "retry"),
-    450: ("blocked_by_windows_parental_controls", "parental_controls"),
-    451: ("unavailable_for_legal_reasons", "legal_reasons"),
-    499: ("client_closed_request",),
-    # Server Error.
-    500: ("internal_server_error", "server_error", "/o\\", "✗"),
-    501: ("not_implemented",),
-    502: ("bad_gateway",),
-    503: ("service_unavailable", "unavailable"),
-    504: ("gateway_timeout",),
-    505: ("http_version_not_supported", "http_version"),
-    506: ("variant_also_negotiates",),
-    507: ("insufficient_storage",),
-    509: ("bandwidth_limit_exceeded", "bandwidth"),
-    510: ("not_extended",),
-    511: ("network_authentication_required", "network_auth", "network_authentication"),
-}
-
-codes = LookupDict(name="status_codes")
-
-
-def _init():
-    for code, titles in _codes.items():
-        for title in titles:
-            setattr(codes, title, code)
-            if not title.startswith(("\\", "/")):
-                setattr(codes, title.upper(), code)
-
-    def doc(code):
-        names = ", ".join(f"``{n}``" for n in _codes[code])
-        return "* %d: %s" % (code, names)
-
-    global __doc__
-    __doc__ = (
-        __doc__ + "\n" + "\n".join(doc(code) for code in sorted(_codes))
-        if __doc__ is not None
-        else None
-    )
-
-
-_init()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
deleted file mode 100644
index 188e13e48..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/structures.py
+++ /dev/null
@@ -1,99 +0,0 @@
-"""
-requests.structures
-~~~~~~~~~~~~~~~~~~~
-
-Data structures that power Requests.
-"""
-
-from collections import OrderedDict
-
-from .compat import Mapping, MutableMapping
-
-
-class CaseInsensitiveDict(MutableMapping):
-    """A case-insensitive ``dict``-like object.
-
-    Implements all methods and operations of
-    ``MutableMapping`` as well as dict's ``copy``. Also
-    provides ``lower_items``.
-
-    All keys are expected to be strings. The structure remembers the
-    case of the last key to be set, and ``iter(instance)``,
-    ``keys()``, ``items()``, ``iterkeys()``, and ``iteritems()``
-    will contain case-sensitive keys. However, querying and contains
-    testing is case insensitive::
-
-        cid = CaseInsensitiveDict()
-        cid['Accept'] = 'application/json'
-        cid['aCCEPT'] == 'application/json'  # True
-        list(cid) == ['Accept']  # True
-
-    For example, ``headers['content-encoding']`` will return the
-    value of a ``'Content-Encoding'`` response header, regardless
-    of how the header name was originally stored.
-
-    If the constructor, ``.update``, or equality comparison
-    operations are given keys that have equal ``.lower()``s, the
-    behavior is undefined.
-    """
-
-    def __init__(self, data=None, **kwargs):
-        self._store = OrderedDict()
-        if data is None:
-            data = {}
-        self.update(data, **kwargs)
-
-    def __setitem__(self, key, value):
-        # Use the lowercased key for lookups, but store the actual
-        # key alongside the value.
-        self._store[key.lower()] = (key, value)
-
-    def __getitem__(self, key):
-        return self._store[key.lower()][1]
-
-    def __delitem__(self, key):
-        del self._store[key.lower()]
-
-    def __iter__(self):
-        return (casedkey for casedkey, mappedvalue in self._store.values())
-
-    def __len__(self):
-        return len(self._store)
-
-    def lower_items(self):
-        """Like iteritems(), but with all lowercase keys."""
-        return ((lowerkey, keyval[1]) for (lowerkey, keyval) in self._store.items())
-
-    def __eq__(self, other):
-        if isinstance(other, Mapping):
-            other = CaseInsensitiveDict(other)
-        else:
-            return NotImplemented
-        # Compare insensitively
-        return dict(self.lower_items()) == dict(other.lower_items())
-
-    # Copy is required
-    def copy(self):
-        return CaseInsensitiveDict(self._store.values())
-
-    def __repr__(self):
-        return str(dict(self.items()))
-
-
-class LookupDict(dict):
-    """Dictionary lookup object."""
-
-    def __init__(self, name=None):
-        self.name = name
-        super().__init__()
-
-    def __repr__(self):
-        return f"<lookup '{self.name}'>"
-
-    def __getitem__(self, key):
-        # We allow fall-through here, so values default to None
-
-        return self.__dict__.get(key, None)
-
-    def get(self, key, default=None):
-        return self.__dict__.get(key, default)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
deleted file mode 100644
index ae6c42f6c..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/requests/utils.py
+++ /dev/null
@@ -1,1096 +0,0 @@
-"""
-requests.utils
-~~~~~~~~~~~~~~
-
-This module provides utility functions that are used within Requests
-that are also useful for external consumption.
-"""
-
-import codecs
-import contextlib
-import io
-import os
-import re
-import socket
-import struct
-import sys
-import tempfile
-import warnings
-import zipfile
-from collections import OrderedDict
-
-from urllib3.util import make_headers, parse_url
-
-from . import certs
-from .__version__ import __version__
-
-# to_native_string is unused here, but imported here for backwards compatibility
-from ._internal_utils import (  # noqa: F401
-    _HEADER_VALIDATORS_BYTE,
-    _HEADER_VALIDATORS_STR,
-    HEADER_VALIDATORS,
-    to_native_string,
-)
-from .compat import (
-    Mapping,
-    basestring,
-    bytes,
-    getproxies,
-    getproxies_environment,
-    integer_types,
-)
-from .compat import parse_http_list as _parse_list_header
-from .compat import (
-    proxy_bypass,
-    proxy_bypass_environment,
-    quote,
-    str,
-    unquote,
-    urlparse,
-    urlunparse,
-)
-from .cookies import cookiejar_from_dict
-from .exceptions import (
-    FileModeWarning,
-    InvalidHeader,
-    InvalidURL,
-    UnrewindableBodyError,
-)
-from .structures import CaseInsensitiveDict
-
-NETRC_FILES = (".netrc", "_netrc")
-
-DEFAULT_CA_BUNDLE_PATH = certs.where()
-
-DEFAULT_PORTS = {"http": 80, "https": 443}
-
-# Ensure that ', ' is used to preserve previous delimiter behavior.
-DEFAULT_ACCEPT_ENCODING = ", ".join(
-    re.split(r",\s*", make_headers(accept_encoding=True)["accept-encoding"])
-)
-
-
-if sys.platform == "win32":
-    # provide a proxy_bypass version on Windows without DNS lookups
-
-    def proxy_bypass_registry(host):
-        try:
-            import winreg
-        except ImportError:
-            return False
-
-        try:
-            internetSettings = winreg.OpenKey(
-                winreg.HKEY_CURRENT_USER,
-                r"Software\Microsoft\Windows\CurrentVersion\Internet Settings",
-            )
-            # ProxyEnable could be REG_SZ or REG_DWORD, normalizing it
-            proxyEnable = int(winreg.QueryValueEx(internetSettings, "ProxyEnable")[0])
-            # ProxyOverride is almost always a string
-            proxyOverride = winreg.QueryValueEx(internetSettings, "ProxyOverride")[0]
-        except (OSError, ValueError):
-            return False
-        if not proxyEnable or not proxyOverride:
-            return False
-
-        # make a check value list from the registry entry: replace the
-        # '<local>' string by the localhost entry and the corresponding
-        # canonical entry.
-        proxyOverride = proxyOverride.split(";")
-        # filter out empty strings to avoid re.match return true in the following code.
-        proxyOverride = filter(None, proxyOverride)
-        # now check if we match one of the registry values.
-        for test in proxyOverride:
-            if test == "<local>":
-                if "." not in host:
-                    return True
-            test = test.replace(".", r"\.")  # mask dots
-            test = test.replace("*", r".*")  # change glob sequence
-            test = test.replace("?", r".")  # change glob char
-            if re.match(test, host, re.I):
-                return True
-        return False
-
-    def proxy_bypass(host):  # noqa
-        """Return True, if the host should be bypassed.
-
-        Checks proxy settings gathered from the environment, if specified,
-        or the registry.
-        """
-        if getproxies_environment():
-            return proxy_bypass_environment(host)
-        else:
-            return proxy_bypass_registry(host)
-
-
-def dict_to_sequence(d):
-    """Returns an internal sequence dictionary update."""
-
-    if hasattr(d, "items"):
-        d = d.items()
-
-    return d
-
-
-def super_len(o):
-    total_length = None
-    current_position = 0
-
-    if isinstance(o, str):
-        o = o.encode("utf-8")
-
-    if hasattr(o, "__len__"):
-        total_length = len(o)
-
-    elif hasattr(o, "len"):
-        total_length = o.len
-
-    elif hasattr(o, "fileno"):
-        try:
-            fileno = o.fileno()
-        except (io.UnsupportedOperation, AttributeError):
-            # AttributeError is a surprising exception, seeing as how we've just checked
-            # that `hasattr(o, 'fileno')`.  It happens for objects obtained via
-            # `Tarfile.extractfile()`, per issue 5229.
-            pass
-        else:
-            total_length = os.fstat(fileno).st_size
-
-            # Having used fstat to determine the file length, we need to
-            # confirm that this file was opened up in binary mode.
-            if "b" not in o.mode:
-                warnings.warn(
-                    (
-                        "Requests has determined the content-length for this "
-                        "request using the binary size of the file: however, the "
-                        "file has been opened in text mode (i.e. without the 'b' "
-                        "flag in the mode). This may lead to an incorrect "
-                        "content-length. In Requests 3.0, support will be removed "
-                        "for files in text mode."
-                    ),
-                    FileModeWarning,
-                )
-
-    if hasattr(o, "tell"):
-        try:
-            current_position = o.tell()
-        except OSError:
-            # This can happen in some weird situations, such as when the file
-            # is actually a special file descriptor like stdin. In this
-            # instance, we don't know what the length is, so set it to zero and
-            # let requests chunk it instead.
-            if total_length is not None:
-                current_position = total_length
-        else:
-            if hasattr(o, "seek") and total_length is None:
-                # StringIO and BytesIO have seek but no usable fileno
-                try:
-                    # seek to end of file
-                    o.seek(0, 2)
-                    total_length = o.tell()
-
-                    # seek back to current position to support
-                    # partially read file-like objects
-                    o.seek(current_position or 0)
-                except OSError:
-                    total_length = 0
-
-    if total_length is None:
-        total_length = 0
-
-    return max(0, total_length - current_position)
-
-
-def get_netrc_auth(url, raise_errors=False):
-    """Returns the Requests tuple auth for a given url from netrc."""
-
-    netrc_file = os.environ.get("NETRC")
-    if netrc_file is not None:
-        netrc_locations = (netrc_file,)
-    else:
-        netrc_locations = (f"~/{f}" for f in NETRC_FILES)
-
-    try:
-        from netrc import NetrcParseError, netrc
-
-        netrc_path = None
-
-        for f in netrc_locations:
-            try:
-                loc = os.path.expanduser(f)
-            except KeyError:
-                # os.path.expanduser can fail when $HOME is undefined and
-                # getpwuid fails. See https://bugs.python.org/issue20164 &
-                # https://github.com/psf/requests/issues/1846
-                return
-
-            if os.path.exists(loc):
-                netrc_path = loc
-                break
-
-        # Abort early if there isn't one.
-        if netrc_path is None:
-            return
-
-        ri = urlparse(url)
-
-        # Strip port numbers from netloc. This weird `if...encode`` dance is
-        # used for Python 3.2, which doesn't support unicode literals.
-        splitstr = b":"
-        if isinstance(url, str):
-            splitstr = splitstr.decode("ascii")
-        host = ri.netloc.split(splitstr)[0]
-
-        try:
-            _netrc = netrc(netrc_path).authenticators(host)
-            if _netrc:
-                # Return with login / password
-                login_i = 0 if _netrc[0] else 1
-                return (_netrc[login_i], _netrc[2])
-        except (NetrcParseError, OSError):
-            # If there was a parsing error or a permissions issue reading the file,
-            # we'll just skip netrc auth unless explicitly asked to raise errors.
-            if raise_errors:
-                raise
-
-    # App Engine hackiness.
-    except (ImportError, AttributeError):
-        pass
-
-
-def guess_filename(obj):
-    """Tries to guess the filename of the given object."""
-    name = getattr(obj, "name", None)
-    if name and isinstance(name, basestring) and name[0] != "<" and name[-1] != ">":
-        return os.path.basename(name)
-
-
-def extract_zipped_paths(path):
-    """Replace nonexistent paths that look like they refer to a member of a zip
-    archive with the location of an extracted copy of the target, or else
-    just return the provided path unchanged.
-    """
-    if os.path.exists(path):
-        # this is already a valid path, no need to do anything further
-        return path
-
-    # find the first valid part of the provided path and treat that as a zip archive
-    # assume the rest of the path is the name of a member in the archive
-    archive, member = os.path.split(path)
-    while archive and not os.path.exists(archive):
-        archive, prefix = os.path.split(archive)
-        if not prefix:
-            # If we don't check for an empty prefix after the split (in other words, archive remains unchanged after the split),
-            # we _can_ end up in an infinite loop on a rare corner case affecting a small number of users
-            break
-        member = "/".join([prefix, member])
-
-    if not zipfile.is_zipfile(archive):
-        return path
-
-    zip_file = zipfile.ZipFile(archive)
-    if member not in zip_file.namelist():
-        return path
-
-    # we have a valid zip archive and a valid member of that archive
-    tmp = tempfile.gettempdir()
-    extracted_path = os.path.join(tmp, member.split("/")[-1])
-    if not os.path.exists(extracted_path):
-        # use read + write to avoid the creating nested folders, we only want the file, avoids mkdir racing condition
-        with atomic_open(extracted_path) as file_handler:
-            file_handler.write(zip_file.read(member))
-    return extracted_path
-
-
-@contextlib.contextmanager
-def atomic_open(filename):
-    """Write a file to the disk in an atomic fashion"""
-    tmp_descriptor, tmp_name = tempfile.mkstemp(dir=os.path.dirname(filename))
-    try:
-        with os.fdopen(tmp_descriptor, "wb") as tmp_handler:
-            yield tmp_handler
-        os.replace(tmp_name, filename)
-    except BaseException:
-        os.remove(tmp_name)
-        raise
-
-
-def from_key_val_list(value):
-    """Take an object and test to see if it can be represented as a
-    dictionary. Unless it can not be represented as such, return an
-    OrderedDict, e.g.,
-
-    ::
-
-        >>> from_key_val_list([('key', 'val')])
-        OrderedDict([('key', 'val')])
-        >>> from_key_val_list('string')
-        Traceback (most recent call last):
-        ...
-        ValueError: cannot encode objects that are not 2-tuples
-        >>> from_key_val_list({'key': 'val'})
-        OrderedDict([('key', 'val')])
-
-    :rtype: OrderedDict
-    """
-    if value is None:
-        return None
-
-    if isinstance(value, (str, bytes, bool, int)):
-        raise ValueError("cannot encode objects that are not 2-tuples")
-
-    return OrderedDict(value)
-
-
-def to_key_val_list(value):
-    """Take an object and test to see if it can be represented as a
-    dictionary. If it can be, return a list of tuples, e.g.,
-
-    ::
-
-        >>> to_key_val_list([('key', 'val')])
-        [('key', 'val')]
-        >>> to_key_val_list({'key': 'val'})
-        [('key', 'val')]
-        >>> to_key_val_list('string')
-        Traceback (most recent call last):
-        ...
-        ValueError: cannot encode objects that are not 2-tuples
-
-    :rtype: list
-    """
-    if value is None:
-        return None
-
-    if isinstance(value, (str, bytes, bool, int)):
-        raise ValueError("cannot encode objects that are not 2-tuples")
-
-    if isinstance(value, Mapping):
-        value = value.items()
-
-    return list(value)
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def parse_list_header(value):
-    """Parse lists as described by RFC 2068 Section 2.
-
-    In particular, parse comma-separated lists where the elements of
-    the list may include quoted-strings.  A quoted-string could
-    contain a comma.  A non-quoted string could have quotes in the
-    middle.  Quotes are removed automatically after parsing.
-
-    It basically works like :func:`parse_set_header` just that items
-    may appear multiple times and case sensitivity is preserved.
-
-    The return value is a standard :class:`list`:
-
-    >>> parse_list_header('token, "quoted value"')
-    ['token', 'quoted value']
-
-    To create a header from the :class:`list` again, use the
-    :func:`dump_header` function.
-
-    :param value: a string with a list header.
-    :return: :class:`list`
-    :rtype: list
-    """
-    result = []
-    for item in _parse_list_header(value):
-        if item[:1] == item[-1:] == '"':
-            item = unquote_header_value(item[1:-1])
-        result.append(item)
-    return result
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def parse_dict_header(value):
-    """Parse lists of key, value pairs as described by RFC 2068 Section 2 and
-    convert them into a python dict:
-
-    >>> d = parse_dict_header('foo="is a fish", bar="as well"')
-    >>> type(d) is dict
-    True
-    >>> sorted(d.items())
-    [('bar', 'as well'), ('foo', 'is a fish')]
-
-    If there is no value for a key it will be `None`:
-
-    >>> parse_dict_header('key_without_value')
-    {'key_without_value': None}
-
-    To create a header from the :class:`dict` again, use the
-    :func:`dump_header` function.
-
-    :param value: a string with a dict header.
-    :return: :class:`dict`
-    :rtype: dict
-    """
-    result = {}
-    for item in _parse_list_header(value):
-        if "=" not in item:
-            result[item] = None
-            continue
-        name, value = item.split("=", 1)
-        if value[:1] == value[-1:] == '"':
-            value = unquote_header_value(value[1:-1])
-        result[name] = value
-    return result
-
-
-# From mitsuhiko/werkzeug (used with permission).
-def unquote_header_value(value, is_filename=False):
-    r"""Unquotes a header value.  (Reversal of :func:`quote_header_value`).
-    This does not use the real unquoting but what browsers are actually
-    using for quoting.
-
-    :param value: the header value to unquote.
-    :rtype: str
-    """
-    if value and value[0] == value[-1] == '"':
-        # this is not the real unquoting, but fixing this so that the
-        # RFC is met will result in bugs with internet explorer and
-        # probably some other browsers as well.  IE for example is
-        # uploading files with "C:\foo\bar.txt" as filename
-        value = value[1:-1]
-
-        # if this is a filename and the starting characters look like
-        # a UNC path, then just return the value without quotes.  Using the
-        # replace sequence below on a UNC path has the effect of turning
-        # the leading double slash into a single slash and then
-        # _fix_ie_filename() doesn't work correctly.  See #458.
-        if not is_filename or value[:2] != "\\\\":
-            return value.replace("\\\\", "\\").replace('\\"', '"')
-    return value
-
-
-def dict_from_cookiejar(cj):
-    """Returns a key/value dictionary from a CookieJar.
-
-    :param cj: CookieJar object to extract cookies from.
-    :rtype: dict
-    """
-
-    cookie_dict = {cookie.name: cookie.value for cookie in cj}
-    return cookie_dict
-
-
-def add_dict_to_cookiejar(cj, cookie_dict):
-    """Returns a CookieJar from a key/value dictionary.
-
-    :param cj: CookieJar to insert cookies into.
-    :param cookie_dict: Dict of key/values to insert into CookieJar.
-    :rtype: CookieJar
-    """
-
-    return cookiejar_from_dict(cookie_dict, cj)
-
-
-def get_encodings_from_content(content):
-    """Returns encodings from given content string.
-
-    :param content: bytestring to extract encodings from.
-    """
-    warnings.warn(
-        (
-            "In requests 3.0, get_encodings_from_content will be removed. For "
-            "more information, please see the discussion on issue #2266. (This"
-            " warning should only appear once.)"
-        ),
-        DeprecationWarning,
-    )
-
-    charset_re = re.compile(r'<meta.*?charset=["\']*(.+?)["\'>]', flags=re.I)
-    pragma_re = re.compile(r'<meta.*?content=["\']*;?charset=(.+?)["\'>]', flags=re.I)
-    xml_re = re.compile(r'^<\?xml.*?encoding=["\']*(.+?)["\'>]')
-
-    return (
-        charset_re.findall(content)
-        + pragma_re.findall(content)
-        + xml_re.findall(content)
-    )
-
-
-def _parse_content_type_header(header):
-    """Returns content type and parameters from given header
-
-    :param header: string
-    :return: tuple containing content type and dictionary of
-         parameters
-    """
-
-    tokens = header.split(";")
-    content_type, params = tokens[0].strip(), tokens[1:]
-    params_dict = {}
-    items_to_strip = "\"' "
-
-    for param in params:
-        param = param.strip()
-        if param:
-            key, value = param, True
-            index_of_equals = param.find("=")
-            if index_of_equals != -1:
-                key = param[:index_of_equals].strip(items_to_strip)
-                value = param[index_of_equals + 1 :].strip(items_to_strip)
-            params_dict[key.lower()] = value
-    return content_type, params_dict
-
-
-def get_encoding_from_headers(headers):
-    """Returns encodings from given HTTP Header Dict.
-
-    :param headers: dictionary to extract encoding from.
-    :rtype: str
-    """
-
-    content_type = headers.get("content-type")
-
-    if not content_type:
-        return None
-
-    content_type, params = _parse_content_type_header(content_type)
-
-    if "charset" in params:
-        return params["charset"].strip("'\"")
-
-    if "text" in content_type:
-        return "ISO-8859-1"
-
-    if "application/json" in content_type:
-        # Assume UTF-8 based on RFC 4627: https://www.ietf.org/rfc/rfc4627.txt since the charset was unset
-        return "utf-8"
-
-
-def stream_decode_response_unicode(iterator, r):
-    """Stream decodes an iterator."""
-
-    if r.encoding is None:
-        yield from iterator
-        return
-
-    decoder = codecs.getincrementaldecoder(r.encoding)(errors="replace")
-    for chunk in iterator:
-        rv = decoder.decode(chunk)
-        if rv:
-            yield rv
-    rv = decoder.decode(b"", final=True)
-    if rv:
-        yield rv
-
-
-def iter_slices(string, slice_length):
-    """Iterate over slices of a string."""
-    pos = 0
-    if slice_length is None or slice_length <= 0:
-        slice_length = len(string)
-    while pos < len(string):
-        yield string[pos : pos + slice_length]
-        pos += slice_length
-
-
-def get_unicode_from_response(r):
-    """Returns the requested content back in unicode.
-
-    :param r: Response object to get unicode content from.
-
-    Tried:
-
-    1. charset from content-type
-    2. fall back and replace all unicode characters
-
-    :rtype: str
-    """
-    warnings.warn(
-        (
-            "In requests 3.0, get_unicode_from_response will be removed. For "
-            "more information, please see the discussion on issue #2266. (This"
-            " warning should only appear once.)"
-        ),
-        DeprecationWarning,
-    )
-
-    tried_encodings = []
-
-    # Try charset from content-type
-    encoding = get_encoding_from_headers(r.headers)
-
-    if encoding:
-        try:
-            return str(r.content, encoding)
-        except UnicodeError:
-            tried_encodings.append(encoding)
-
-    # Fall back:
-    try:
-        return str(r.content, encoding, errors="replace")
-    except TypeError:
-        return r.content
-
-
-# The unreserved URI characters (RFC 3986)
-UNRESERVED_SET = frozenset(
-    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" + "0123456789-._~"
-)
-
-
-def unquote_unreserved(uri):
-    """Un-escape any percent-escape sequences in a URI that are unreserved
-    characters. This leaves all reserved, illegal and non-ASCII bytes encoded.
-
-    :rtype: str
-    """
-    parts = uri.split("%")
-    for i in range(1, len(parts)):
-        h = parts[i][0:2]
-        if len(h) == 2 and h.isalnum():
-            try:
-                c = chr(int(h, 16))
-            except ValueError:
-                raise InvalidURL(f"Invalid percent-escape sequence: '{h}'")
-
-            if c in UNRESERVED_SET:
-                parts[i] = c + parts[i][2:]
-            else:
-                parts[i] = f"%{parts[i]}"
-        else:
-            parts[i] = f"%{parts[i]}"
-    return "".join(parts)
-
-
-def requote_uri(uri):
-    """Re-quote the given URI.
-
-    This function passes the given URI through an unquote/quote cycle to
-    ensure that it is fully and consistently quoted.
-
-    :rtype: str
-    """
-    safe_with_percent = "!#$%&'()*+,/:;=?@[]~"
-    safe_without_percent = "!#$&'()*+,/:;=?@[]~"
-    try:
-        # Unquote only the unreserved characters
-        # Then quote only illegal characters (do not quote reserved,
-        # unreserved, or '%')
-        return quote(unquote_unreserved(uri), safe=safe_with_percent)
-    except InvalidURL:
-        # We couldn't unquote the given URI, so let's try quoting it, but
-        # there may be unquoted '%'s in the URI. We need to make sure they're
-        # properly quoted so they do not cause issues elsewhere.
-        return quote(uri, safe=safe_without_percent)
-
-
-def address_in_network(ip, net):
-    """This function allows you to check if an IP belongs to a network subnet
-
-    Example: returns True if ip = 192.168.1.1 and net = 192.168.1.0/24
-             returns False if ip = 192.168.1.1 and net = 192.168.100.0/24
-
-    :rtype: bool
-    """
-    ipaddr = struct.unpack("=L", socket.inet_aton(ip))[0]
-    netaddr, bits = net.split("/")
-    netmask = struct.unpack("=L", socket.inet_aton(dotted_netmask(int(bits))))[0]
-    network = struct.unpack("=L", socket.inet_aton(netaddr))[0] & netmask
-    return (ipaddr & netmask) == (network & netmask)
-
-
-def dotted_netmask(mask):
-    """Converts mask from /xx format to xxx.xxx.xxx.xxx
-
-    Example: if mask is 24 function returns 255.255.255.0
-
-    :rtype: str
-    """
-    bits = 0xFFFFFFFF ^ (1 << 32 - mask) - 1
-    return socket.inet_ntoa(struct.pack(">I", bits))
-
-
-def is_ipv4_address(string_ip):
-    """
-    :rtype: bool
-    """
-    try:
-        socket.inet_aton(string_ip)
-    except OSError:
-        return False
-    return True
-
-
-def is_valid_cidr(string_network):
-    """
-    Very simple check of the cidr format in no_proxy variable.
-
-    :rtype: bool
-    """
-    if string_network.count("/") == 1:
-        try:
-            mask = int(string_network.split("/")[1])
-        except ValueError:
-            return False
-
-        if mask < 1 or mask > 32:
-            return False
-
-        try:
-            socket.inet_aton(string_network.split("/")[0])
-        except OSError:
-            return False
-    else:
-        return False
-    return True
-
-
-@contextlib.contextmanager
-def set_environ(env_name, value):
-    """Set the environment variable 'env_name' to 'value'
-
-    Save previous value, yield, and then restore the previous value stored in
-    the environment variable 'env_name'.
-
-    If 'value' is None, do nothing"""
-    value_changed = value is not None
-    if value_changed:
-        old_value = os.environ.get(env_name)
-        os.environ[env_name] = value
-    try:
-        yield
-    finally:
-        if value_changed:
-            if old_value is None:
-                del os.environ[env_name]
-            else:
-                os.environ[env_name] = old_value
-
-
-def should_bypass_proxies(url, no_proxy):
-    """
-    Returns whether we should bypass proxies or not.
-
-    :rtype: bool
-    """
-
-    # Prioritize lowercase environment variables over uppercase
-    # to keep a consistent behaviour with other http projects (curl, wget).
-    def get_proxy(key):
-        return os.environ.get(key) or os.environ.get(key.upper())
-
-    # First check whether no_proxy is defined. If it is, check that the URL
-    # we're getting isn't in the no_proxy list.
-    no_proxy_arg = no_proxy
-    if no_proxy is None:
-        no_proxy = get_proxy("no_proxy")
-    parsed = urlparse(url)
-
-    if parsed.hostname is None:
-        # URLs don't always have hostnames, e.g. file:/// urls.
-        return True
-
-    if no_proxy:
-        # We need to check whether we match here. We need to see if we match
-        # the end of the hostname, both with and without the port.
-        no_proxy = (host for host in no_proxy.replace(" ", "").split(",") if host)
-
-        if is_ipv4_address(parsed.hostname):
-            for proxy_ip in no_proxy:
-                if is_valid_cidr(proxy_ip):
-                    if address_in_network(parsed.hostname, proxy_ip):
-                        return True
-                elif parsed.hostname == proxy_ip:
-                    # If no_proxy ip was defined in plain IP notation instead of cidr notation &
-                    # matches the IP of the index
-                    return True
-        else:
-            host_with_port = parsed.hostname
-            if parsed.port:
-                host_with_port += f":{parsed.port}"
-
-            for host in no_proxy:
-                if parsed.hostname.endswith(host) or host_with_port.endswith(host):
-                    # The URL does match something in no_proxy, so we don't want
-                    # to apply the proxies on this URL.
-                    return True
-
-    with set_environ("no_proxy", no_proxy_arg):
-        # parsed.hostname can be `None` in cases such as a file URI.
-        try:
-            bypass = proxy_bypass(parsed.hostname)
-        except (TypeError, socket.gaierror):
-            bypass = False
-
-    if bypass:
-        return True
-
-    return False
-
-
-def get_environ_proxies(url, no_proxy=None):
-    """
-    Return a dict of environment proxies.
-
-    :rtype: dict
-    """
-    if should_bypass_proxies(url, no_proxy=no_proxy):
-        return {}
-    else:
-        return getproxies()
-
-
-def select_proxy(url, proxies):
-    """Select a proxy for the url, if applicable.
-
-    :param url: The url being for the request
-    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
-    """
-    proxies = proxies or {}
-    urlparts = urlparse(url)
-    if urlparts.hostname is None:
-        return proxies.get(urlparts.scheme, proxies.get("all"))
-
-    proxy_keys = [
-        urlparts.scheme + "://" + urlparts.hostname,
-        urlparts.scheme,
-        "all://" + urlparts.hostname,
-        "all",
-    ]
-    proxy = None
-    for proxy_key in proxy_keys:
-        if proxy_key in proxies:
-            proxy = proxies[proxy_key]
-            break
-
-    return proxy
-
-
-def resolve_proxies(request, proxies, trust_env=True):
-    """This method takes proxy information from a request and configuration
-    input to resolve a mapping of target proxies. This will consider settings
-    such as NO_PROXY to strip proxy configurations.
-
-    :param request: Request or PreparedRequest
-    :param proxies: A dictionary of schemes or schemes and hosts to proxy URLs
-    :param trust_env: Boolean declaring whether to trust environment configs
-
-    :rtype: dict
-    """
-    proxies = proxies if proxies is not None else {}
-    url = request.url
-    scheme = urlparse(url).scheme
-    no_proxy = proxies.get("no_proxy")
-    new_proxies = proxies.copy()
-
-    if trust_env and not should_bypass_proxies(url, no_proxy=no_proxy):
-        environ_proxies = get_environ_proxies(url, no_proxy=no_proxy)
-
-        proxy = environ_proxies.get(scheme, environ_proxies.get("all"))
-
-        if proxy:
-            new_proxies.setdefault(scheme, proxy)
-    return new_proxies
-
-
-def default_user_agent(name="python-requests"):
-    """
-    Return a string representing the default user agent.
-
-    :rtype: str
-    """
-    return f"{name}/{__version__}"
-
-
-def default_headers():
-    """
-    :rtype: requests.structures.CaseInsensitiveDict
-    """
-    return CaseInsensitiveDict(
-        {
-            "User-Agent": default_user_agent(),
-            "Accept-Encoding": DEFAULT_ACCEPT_ENCODING,
-            "Accept": "*/*",
-            "Connection": "keep-alive",
-        }
-    )
-
-
-def parse_header_links(value):
-    """Return a list of parsed link headers proxies.
-
-    i.e. Link: <http:/.../front.jpeg>; rel=front; type="image/jpeg",<http://.../back.jpeg>; rel=back;type="image/jpeg"
-
-    :rtype: list
-    """
-
-    links = []
-
-    replace_chars = " '\""
-
-    value = value.strip(replace_chars)
-    if not value:
-        return links
-
-    for val in re.split(", *<", value):
-        try:
-            url, params = val.split(";", 1)
-        except ValueError:
-            url, params = val, ""
-
-        link = {"url": url.strip("<> '\"")}
-
-        for param in params.split(";"):
-            try:
-                key, value = param.split("=")
-            except ValueError:
-                break
-
-            link[key.strip(replace_chars)] = value.strip(replace_chars)
-
-        links.append(link)
-
-    return links
-
-
-# Null bytes; no need to recreate these on each call to guess_json_utf
-_null = "\x00".encode("ascii")  # encoding to ASCII for Python 3
-_null2 = _null * 2
-_null3 = _null * 3
-
-
-def guess_json_utf(data):
-    """
-    :rtype: str
-    """
-    # JSON always starts with two ASCII characters, so detection is as
-    # easy as counting the nulls and from their location and count
-    # determine the encoding. Also detect a BOM, if present.
-    sample = data[:4]
-    if sample in (codecs.BOM_UTF32_LE, codecs.BOM_UTF32_BE):
-        return "utf-32"  # BOM included
-    if sample[:3] == codecs.BOM_UTF8:
-        return "utf-8-sig"  # BOM included, MS style (discouraged)
-    if sample[:2] in (codecs.BOM_UTF16_LE, codecs.BOM_UTF16_BE):
-        return "utf-16"  # BOM included
-    nullcount = sample.count(_null)
-    if nullcount == 0:
-        return "utf-8"
-    if nullcount == 2:
-        if sample[::2] == _null2:  # 1st and 3rd are null
-            return "utf-16-be"
-        if sample[1::2] == _null2:  # 2nd and 4th are null
-            return "utf-16-le"
-        # Did not detect 2 valid UTF-16 ascii-range characters
-    if nullcount == 3:
-        if sample[:3] == _null3:
-            return "utf-32-be"
-        if sample[1:] == _null3:
-            return "utf-32-le"
-        # Did not detect a valid UTF-32 ascii-range character
-    return None
-
-
-def prepend_scheme_if_needed(url, new_scheme):
-    """Given a URL that may or may not have a scheme, prepend the given scheme.
-    Does not replace a present scheme with the one provided as an argument.
-
-    :rtype: str
-    """
-    parsed = parse_url(url)
-    scheme, auth, host, port, path, query, fragment = parsed
-
-    # A defect in urlparse determines that there isn't a netloc present in some
-    # urls. We previously assumed parsing was overly cautious, and swapped the
-    # netloc and path. Due to a lack of tests on the original defect, this is
-    # maintained with parse_url for backwards compatibility.
-    netloc = parsed.netloc
-    if not netloc:
-        netloc, path = path, netloc
-
-    if auth:
-        # parse_url doesn't provide the netloc with auth
-        # so we'll add it ourselves.
-        netloc = "@".join([auth, netloc])
-    if scheme is None:
-        scheme = new_scheme
-    if path is None:
-        path = ""
-
-    return urlunparse((scheme, netloc, path, "", query, fragment))
-
-
-def get_auth_from_url(url):
-    """Given a url with authentication components, extract them into a tuple of
-    username,password.
-
-    :rtype: (str,str)
-    """
-    parsed = urlparse(url)
-
-    try:
-        auth = (unquote(parsed.username), unquote(parsed.password))
-    except (AttributeError, TypeError):
-        auth = ("", "")
-
-    return auth
-
-
-def check_header_validity(header):
-    """Verifies that header parts don't contain leading whitespace
-    reserved characters, or return characters.
-
-    :param header: tuple, in the format (name, value).
-    """
-    name, value = header
-    _validate_header_part(header, name, 0)
-    _validate_header_part(header, value, 1)
-
-
-def _validate_header_part(header, header_part, header_validator_index):
-    if isinstance(header_part, str):
-        validator = _HEADER_VALIDATORS_STR[header_validator_index]
-    elif isinstance(header_part, bytes):
-        validator = _HEADER_VALIDATORS_BYTE[header_validator_index]
-    else:
-        raise InvalidHeader(
-            f"Header part ({header_part!r}) from {header} "
-            f"must be of type str or bytes, not {type(header_part)}"
-        )
-
-    if not validator.match(header_part):
-        header_kind = "name" if header_validator_index == 0 else "value"
-        raise InvalidHeader(
-            f"Invalid leading whitespace, reserved character(s), or return "
-            f"character(s) in header {header_kind}: {header_part!r}"
-        )
-
-
-def urldefragauth(url):
-    """
-    Given a url remove the fragment and the authentication part.
-
-    :rtype: str
-    """
-    scheme, netloc, path, params, query, fragment = urlparse(url)
-
-    # see func:`prepend_scheme_if_needed`
-    if not netloc:
-        netloc, path = path, netloc
-
-    netloc = netloc.rsplit("@", 1)[-1]
-
-    return urlunparse((scheme, netloc, path, params, query, ""))
-
-
-def rewind_body(prepared_request):
-    """Move file pointer back to its recorded starting position
-    so it can be read again on redirect.
-    """
-    body_seek = getattr(prepared_request.body, "seek", None)
-    if body_seek is not None and isinstance(
-        prepared_request._body_position, integer_types
-    ):
-        try:
-            body_seek(prepared_request._body_position)
-        except OSError:
-            raise UnrewindableBodyError(
-                "An error occurred when rewinding request body for redirect."
-            )
-    else:
-        raise UnrewindableBodyError("Unable to rewind request body for redirect.")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
deleted file mode 100644
index de6633112..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/LICENSE
+++ /dev/null
@@ -1,18 +0,0 @@
-Copyright (c) 2010-2020 Benjamin Peterson
-
-Permission is hereby granted, free of charge, to any person obtaining a copy of
-this software and associated documentation files (the "Software"), to deal in
-the Software without restriction, including without limitation the rights to
-use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
-the Software, and to permit persons to whom the Software is furnished to do so,
-subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
-FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
-COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
-IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
-CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
deleted file mode 100644
index 6d7525c2e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/METADATA
+++ /dev/null
@@ -1,49 +0,0 @@
-Metadata-Version: 2.1
-Name: six
-Version: 1.16.0
-Summary: Python 2 and 3 compatibility utilities
-Home-page: https://github.com/benjaminp/six
-Author: Benjamin Peterson
-Author-email: benjamin@python.org
-License: MIT
-Platform: UNKNOWN
-Classifier: Development Status :: 5 - Production/Stable
-Classifier: Programming Language :: Python :: 2
-Classifier: Programming Language :: Python :: 3
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Topic :: Software Development :: Libraries
-Classifier: Topic :: Utilities
-Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*
-
-.. image:: https://img.shields.io/pypi/v/six.svg
-   :target: https://pypi.org/project/six/
-   :alt: six on PyPI
-
-.. image:: https://travis-ci.org/benjaminp/six.svg?branch=master
-   :target: https://travis-ci.org/benjaminp/six
-   :alt: six on TravisCI
-
-.. image:: https://readthedocs.org/projects/six/badge/?version=latest
-   :target: https://six.readthedocs.io/
-   :alt: six's documentation on Read the Docs
-
-.. image:: https://img.shields.io/badge/license-MIT-green.svg
-   :target: https://github.com/benjaminp/six/blob/master/LICENSE
-   :alt: MIT License badge
-
-Six is a Python 2 and 3 compatibility library.  It provides utility functions
-for smoothing over the differences between the Python versions with the goal of
-writing Python code that is compatible on both Python versions.  See the
-documentation for more information on what is provided.
-
-Six supports Python 2.7 and 3.3+.  It is contained in only one Python
-file, so it can be easily copied into your project. (The copyright and license
-notice must be retained.)
-
-Online documentation is at https://six.readthedocs.io/.
-
-Bugs can be reported to https://github.com/benjaminp/six.  The code can also
-be found there.
-
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
deleted file mode 100644
index 17e2e083f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/RECORD
+++ /dev/null
@@ -1,8 +0,0 @@
-__pycache__/six.cpython-311.pyc,,
-six-1.16.0.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-six-1.16.0.dist-info/LICENSE,sha256=i7hQxWWqOJ_cFvOkaWWtI9gq3_YPI5P8J2K2MYXo5sk,1066
-six-1.16.0.dist-info/METADATA,sha256=VQcGIFCAEmfZcl77E5riPCN4v2TIsc_qtacnjxKHJoI,1795
-six-1.16.0.dist-info/RECORD,,
-six-1.16.0.dist-info/WHEEL,sha256=Z-nyYpwrcSqxfdux5Mbn_DQ525iP7J2DG3JgGvOYyTQ,110
-six-1.16.0.dist-info/top_level.txt,sha256=_iVH_iYEtEXnD8nYGQYpYFUvkUW9sEO1GYbkeKSAais,4
-six.py,sha256=TOOfQi7nFGfMrIvtdr6wX4wyHH8M7aknmuLfo2cBBrM,34549
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
deleted file mode 100644
index 01b8fc7d4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/WHEEL
+++ /dev/null
@@ -1,6 +0,0 @@
-Wheel-Version: 1.0
-Generator: bdist_wheel (0.36.2)
-Root-Is-Purelib: true
-Tag: py2-none-any
-Tag: py3-none-any
-
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
deleted file mode 100644
index ffe2fce49..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six-1.16.0.dist-info/top_level.txt
+++ /dev/null
@@ -1 +0,0 @@
-six
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
deleted file mode 100644
index 4e15675d8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/six.py
+++ /dev/null
@@ -1,998 +0,0 @@
-# Copyright (c) 2010-2020 Benjamin Peterson
-#
-# Permission is hereby granted, free of charge, to any person obtaining a copy
-# of this software and associated documentation files (the "Software"), to deal
-# in the Software without restriction, including without limitation the rights
-# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-# copies of the Software, and to permit persons to whom the Software is
-# furnished to do so, subject to the following conditions:
-#
-# The above copyright notice and this permission notice shall be included in all
-# copies or substantial portions of the Software.
-#
-# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-# SOFTWARE.
-
-"""Utilities for writing code that runs on Python 2 and 3"""
-
-from __future__ import absolute_import
-
-import functools
-import itertools
-import operator
-import sys
-import types
-
-__author__ = "Benjamin Peterson <benjamin@python.org>"
-__version__ = "1.16.0"
-
-
-# Useful for very coarse version differentiation.
-PY2 = sys.version_info[0] == 2
-PY3 = sys.version_info[0] == 3
-PY34 = sys.version_info[0:2] >= (3, 4)
-
-if PY3:
-    string_types = str,
-    integer_types = int,
-    class_types = type,
-    text_type = str
-    binary_type = bytes
-
-    MAXSIZE = sys.maxsize
-else:
-    string_types = basestring,
-    integer_types = (int, long)
-    class_types = (type, types.ClassType)
-    text_type = unicode
-    binary_type = str
-
-    if sys.platform.startswith("java"):
-        # Jython always uses 32 bits.
-        MAXSIZE = int((1 << 31) - 1)
-    else:
-        # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
-        class X(object):
-
-            def __len__(self):
-                return 1 << 31
-        try:
-            len(X())
-        except OverflowError:
-            # 32-bit
-            MAXSIZE = int((1 << 31) - 1)
-        else:
-            # 64-bit
-            MAXSIZE = int((1 << 63) - 1)
-        del X
-
-if PY34:
-    from importlib.util import spec_from_loader
-else:
-    spec_from_loader = None
-
-
-def _add_doc(func, doc):
-    """Add documentation to a function."""
-    func.__doc__ = doc
-
-
-def _import_module(name):
-    """Import module, returning the module after the last dot."""
-    __import__(name)
-    return sys.modules[name]
-
-
-class _LazyDescr(object):
-
-    def __init__(self, name):
-        self.name = name
-
-    def __get__(self, obj, tp):
-        result = self._resolve()
-        setattr(obj, self.name, result)  # Invokes __set__.
-        try:
-            # This is a bit ugly, but it avoids running this again by
-            # removing this descriptor.
-            delattr(obj.__class__, self.name)
-        except AttributeError:
-            pass
-        return result
-
-
-class MovedModule(_LazyDescr):
-
-    def __init__(self, name, old, new=None):
-        super(MovedModule, self).__init__(name)
-        if PY3:
-            if new is None:
-                new = name
-            self.mod = new
-        else:
-            self.mod = old
-
-    def _resolve(self):
-        return _import_module(self.mod)
-
-    def __getattr__(self, attr):
-        _module = self._resolve()
-        value = getattr(_module, attr)
-        setattr(self, attr, value)
-        return value
-
-
-class _LazyModule(types.ModuleType):
-
-    def __init__(self, name):
-        super(_LazyModule, self).__init__(name)
-        self.__doc__ = self.__class__.__doc__
-
-    def __dir__(self):
-        attrs = ["__doc__", "__name__"]
-        attrs += [attr.name for attr in self._moved_attributes]
-        return attrs
-
-    # Subclasses should override this
-    _moved_attributes = []
-
-
-class MovedAttribute(_LazyDescr):
-
-    def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
-        super(MovedAttribute, self).__init__(name)
-        if PY3:
-            if new_mod is None:
-                new_mod = name
-            self.mod = new_mod
-            if new_attr is None:
-                if old_attr is None:
-                    new_attr = name
-                else:
-                    new_attr = old_attr
-            self.attr = new_attr
-        else:
-            self.mod = old_mod
-            if old_attr is None:
-                old_attr = name
-            self.attr = old_attr
-
-    def _resolve(self):
-        module = _import_module(self.mod)
-        return getattr(module, self.attr)
-
-
-class _SixMetaPathImporter(object):
-
-    """
-    A meta path importer to import six.moves and its submodules.
-
-    This class implements a PEP302 finder and loader. It should be compatible
-    with Python 2.5 and all existing versions of Python3
-    """
-
-    def __init__(self, six_module_name):
-        self.name = six_module_name
-        self.known_modules = {}
-
-    def _add_module(self, mod, *fullnames):
-        for fullname in fullnames:
-            self.known_modules[self.name + "." + fullname] = mod
-
-    def _get_module(self, fullname):
-        return self.known_modules[self.name + "." + fullname]
-
-    def find_module(self, fullname, path=None):
-        if fullname in self.known_modules:
-            return self
-        return None
-
-    def find_spec(self, fullname, path, target=None):
-        if fullname in self.known_modules:
-            return spec_from_loader(fullname, self)
-        return None
-
-    def __get_module(self, fullname):
-        try:
-            return self.known_modules[fullname]
-        except KeyError:
-            raise ImportError("This loader does not know module " + fullname)
-
-    def load_module(self, fullname):
-        try:
-            # in case of a reload
-            return sys.modules[fullname]
-        except KeyError:
-            pass
-        mod = self.__get_module(fullname)
-        if isinstance(mod, MovedModule):
-            mod = mod._resolve()
-        else:
-            mod.__loader__ = self
-        sys.modules[fullname] = mod
-        return mod
-
-    def is_package(self, fullname):
-        """
-        Return true, if the named module is a package.
-
-        We need this method to get correct spec objects with
-        Python 3.4 (see PEP451)
-        """
-        return hasattr(self.__get_module(fullname), "__path__")
-
-    def get_code(self, fullname):
-        """Return None
-
-        Required, if is_package is implemented"""
-        self.__get_module(fullname)  # eventually raises ImportError
-        return None
-    get_source = get_code  # same as get_code
-
-    def create_module(self, spec):
-        return self.load_module(spec.name)
-
-    def exec_module(self, module):
-        pass
-
-_importer = _SixMetaPathImporter(__name__)
-
-
-class _MovedItems(_LazyModule):
-
-    """Lazy loading of moved objects"""
-    __path__ = []  # mark as package
-
-
-_moved_attributes = [
-    MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
-    MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
-    MovedAttribute("filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"),
-    MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
-    MovedAttribute("intern", "__builtin__", "sys"),
-    MovedAttribute("map", "itertools", "builtins", "imap", "map"),
-    MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
-    MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
-    MovedAttribute("getoutput", "commands", "subprocess"),
-    MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
-    MovedAttribute("reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"),
-    MovedAttribute("reduce", "__builtin__", "functools"),
-    MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
-    MovedAttribute("StringIO", "StringIO", "io"),
-    MovedAttribute("UserDict", "UserDict", "collections"),
-    MovedAttribute("UserList", "UserList", "collections"),
-    MovedAttribute("UserString", "UserString", "collections"),
-    MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
-    MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
-    MovedAttribute("zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"),
-    MovedModule("builtins", "__builtin__"),
-    MovedModule("configparser", "ConfigParser"),
-    MovedModule("collections_abc", "collections", "collections.abc" if sys.version_info >= (3, 3) else "collections"),
-    MovedModule("copyreg", "copy_reg"),
-    MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
-    MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
-    MovedModule("_dummy_thread", "dummy_thread", "_dummy_thread" if sys.version_info < (3, 9) else "_thread"),
-    MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
-    MovedModule("http_cookies", "Cookie", "http.cookies"),
-    MovedModule("html_entities", "htmlentitydefs", "html.entities"),
-    MovedModule("html_parser", "HTMLParser", "html.parser"),
-    MovedModule("http_client", "httplib", "http.client"),
-    MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
-    MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
-    MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
-    MovedModule("email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"),
-    MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
-    MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
-    MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
-    MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
-    MovedModule("cPickle", "cPickle", "pickle"),
-    MovedModule("queue", "Queue"),
-    MovedModule("reprlib", "repr"),
-    MovedModule("socketserver", "SocketServer"),
-    MovedModule("_thread", "thread", "_thread"),
-    MovedModule("tkinter", "Tkinter"),
-    MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
-    MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
-    MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
-    MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
-    MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
-    MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
-    MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
-    MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
-    MovedModule("tkinter_colorchooser", "tkColorChooser",
-                "tkinter.colorchooser"),
-    MovedModule("tkinter_commondialog", "tkCommonDialog",
-                "tkinter.commondialog"),
-    MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
-    MovedModule("tkinter_font", "tkFont", "tkinter.font"),
-    MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
-    MovedModule("tkinter_tksimpledialog", "tkSimpleDialog",
-                "tkinter.simpledialog"),
-    MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
-    MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
-    MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
-    MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
-    MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
-    MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
-]
-# Add windows specific modules.
-if sys.platform == "win32":
-    _moved_attributes += [
-        MovedModule("winreg", "_winreg"),
-    ]
-
-for attr in _moved_attributes:
-    setattr(_MovedItems, attr.name, attr)
-    if isinstance(attr, MovedModule):
-        _importer._add_module(attr, "moves." + attr.name)
-del attr
-
-_MovedItems._moved_attributes = _moved_attributes
-
-moves = _MovedItems(__name__ + ".moves")
-_importer._add_module(moves, "moves")
-
-
-class Module_six_moves_urllib_parse(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_parse"""
-
-
-_urllib_parse_moved_attributes = [
-    MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
-    MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
-    MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
-    MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
-    MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
-    MovedAttribute("urljoin", "urlparse", "urllib.parse"),
-    MovedAttribute("urlparse", "urlparse", "urllib.parse"),
-    MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
-    MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
-    MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
-    MovedAttribute("quote", "urllib", "urllib.parse"),
-    MovedAttribute("quote_plus", "urllib", "urllib.parse"),
-    MovedAttribute("unquote", "urllib", "urllib.parse"),
-    MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
-    MovedAttribute("unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"),
-    MovedAttribute("urlencode", "urllib", "urllib.parse"),
-    MovedAttribute("splitquery", "urllib", "urllib.parse"),
-    MovedAttribute("splittag", "urllib", "urllib.parse"),
-    MovedAttribute("splituser", "urllib", "urllib.parse"),
-    MovedAttribute("splitvalue", "urllib", "urllib.parse"),
-    MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_params", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_query", "urlparse", "urllib.parse"),
-    MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
-]
-for attr in _urllib_parse_moved_attributes:
-    setattr(Module_six_moves_urllib_parse, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
-                      "moves.urllib_parse", "moves.urllib.parse")
-
-
-class Module_six_moves_urllib_error(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_error"""
-
-
-_urllib_error_moved_attributes = [
-    MovedAttribute("URLError", "urllib2", "urllib.error"),
-    MovedAttribute("HTTPError", "urllib2", "urllib.error"),
-    MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
-]
-for attr in _urllib_error_moved_attributes:
-    setattr(Module_six_moves_urllib_error, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
-                      "moves.urllib_error", "moves.urllib.error")
-
-
-class Module_six_moves_urllib_request(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_request"""
-
-
-_urllib_request_moved_attributes = [
-    MovedAttribute("urlopen", "urllib2", "urllib.request"),
-    MovedAttribute("install_opener", "urllib2", "urllib.request"),
-    MovedAttribute("build_opener", "urllib2", "urllib.request"),
-    MovedAttribute("pathname2url", "urllib", "urllib.request"),
-    MovedAttribute("url2pathname", "urllib", "urllib.request"),
-    MovedAttribute("getproxies", "urllib", "urllib.request"),
-    MovedAttribute("Request", "urllib2", "urllib.request"),
-    MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
-    MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
-    MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
-    MovedAttribute("FileHandler", "urllib2", "urllib.request"),
-    MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
-    MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
-    MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
-    MovedAttribute("urlretrieve", "urllib", "urllib.request"),
-    MovedAttribute("urlcleanup", "urllib", "urllib.request"),
-    MovedAttribute("URLopener", "urllib", "urllib.request"),
-    MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
-    MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
-    MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
-    MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
-]
-for attr in _urllib_request_moved_attributes:
-    setattr(Module_six_moves_urllib_request, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
-                      "moves.urllib_request", "moves.urllib.request")
-
-
-class Module_six_moves_urllib_response(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_response"""
-
-
-_urllib_response_moved_attributes = [
-    MovedAttribute("addbase", "urllib", "urllib.response"),
-    MovedAttribute("addclosehook", "urllib", "urllib.response"),
-    MovedAttribute("addinfo", "urllib", "urllib.response"),
-    MovedAttribute("addinfourl", "urllib", "urllib.response"),
-]
-for attr in _urllib_response_moved_attributes:
-    setattr(Module_six_moves_urllib_response, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
-                      "moves.urllib_response", "moves.urllib.response")
-
-
-class Module_six_moves_urllib_robotparser(_LazyModule):
-
-    """Lazy loading of moved objects in six.moves.urllib_robotparser"""
-
-
-_urllib_robotparser_moved_attributes = [
-    MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
-]
-for attr in _urllib_robotparser_moved_attributes:
-    setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
-del attr
-
-Module_six_moves_urllib_robotparser._moved_attributes = _urllib_robotparser_moved_attributes
-
-_importer._add_module(Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
-                      "moves.urllib_robotparser", "moves.urllib.robotparser")
-
-
-class Module_six_moves_urllib(types.ModuleType):
-
-    """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
-    __path__ = []  # mark as package
-    parse = _importer._get_module("moves.urllib_parse")
-    error = _importer._get_module("moves.urllib_error")
-    request = _importer._get_module("moves.urllib_request")
-    response = _importer._get_module("moves.urllib_response")
-    robotparser = _importer._get_module("moves.urllib_robotparser")
-
-    def __dir__(self):
-        return ['parse', 'error', 'request', 'response', 'robotparser']
-
-_importer._add_module(Module_six_moves_urllib(__name__ + ".moves.urllib"),
-                      "moves.urllib")
-
-
-def add_move(move):
-    """Add an item to six.moves."""
-    setattr(_MovedItems, move.name, move)
-
-
-def remove_move(name):
-    """Remove item from six.moves."""
-    try:
-        delattr(_MovedItems, name)
-    except AttributeError:
-        try:
-            del moves.__dict__[name]
-        except KeyError:
-            raise AttributeError("no such move, %r" % (name,))
-
-
-if PY3:
-    _meth_func = "__func__"
-    _meth_self = "__self__"
-
-    _func_closure = "__closure__"
-    _func_code = "__code__"
-    _func_defaults = "__defaults__"
-    _func_globals = "__globals__"
-else:
-    _meth_func = "im_func"
-    _meth_self = "im_self"
-
-    _func_closure = "func_closure"
-    _func_code = "func_code"
-    _func_defaults = "func_defaults"
-    _func_globals = "func_globals"
-
-
-try:
-    advance_iterator = next
-except NameError:
-    def advance_iterator(it):
-        return it.next()
-next = advance_iterator
-
-
-try:
-    callable = callable
-except NameError:
-    def callable(obj):
-        return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
-
-
-if PY3:
-    def get_unbound_function(unbound):
-        return unbound
-
-    create_bound_method = types.MethodType
-
-    def create_unbound_method(func, cls):
-        return func
-
-    Iterator = object
-else:
-    def get_unbound_function(unbound):
-        return unbound.im_func
-
-    def create_bound_method(func, obj):
-        return types.MethodType(func, obj, obj.__class__)
-
-    def create_unbound_method(func, cls):
-        return types.MethodType(func, None, cls)
-
-    class Iterator(object):
-
-        def next(self):
-            return type(self).__next__(self)
-
-    callable = callable
-_add_doc(get_unbound_function,
-         """Get the function out of a possibly unbound function""")
-
-
-get_method_function = operator.attrgetter(_meth_func)
-get_method_self = operator.attrgetter(_meth_self)
-get_function_closure = operator.attrgetter(_func_closure)
-get_function_code = operator.attrgetter(_func_code)
-get_function_defaults = operator.attrgetter(_func_defaults)
-get_function_globals = operator.attrgetter(_func_globals)
-
-
-if PY3:
-    def iterkeys(d, **kw):
-        return iter(d.keys(**kw))
-
-    def itervalues(d, **kw):
-        return iter(d.values(**kw))
-
-    def iteritems(d, **kw):
-        return iter(d.items(**kw))
-
-    def iterlists(d, **kw):
-        return iter(d.lists(**kw))
-
-    viewkeys = operator.methodcaller("keys")
-
-    viewvalues = operator.methodcaller("values")
-
-    viewitems = operator.methodcaller("items")
-else:
-    def iterkeys(d, **kw):
-        return d.iterkeys(**kw)
-
-    def itervalues(d, **kw):
-        return d.itervalues(**kw)
-
-    def iteritems(d, **kw):
-        return d.iteritems(**kw)
-
-    def iterlists(d, **kw):
-        return d.iterlists(**kw)
-
-    viewkeys = operator.methodcaller("viewkeys")
-
-    viewvalues = operator.methodcaller("viewvalues")
-
-    viewitems = operator.methodcaller("viewitems")
-
-_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
-_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
-_add_doc(iteritems,
-         "Return an iterator over the (key, value) pairs of a dictionary.")
-_add_doc(iterlists,
-         "Return an iterator over the (key, [values]) pairs of a dictionary.")
-
-
-if PY3:
-    def b(s):
-        return s.encode("latin-1")
-
-    def u(s):
-        return s
-    unichr = chr
-    import struct
-    int2byte = struct.Struct(">B").pack
-    del struct
-    byte2int = operator.itemgetter(0)
-    indexbytes = operator.getitem
-    iterbytes = iter
-    import io
-    StringIO = io.StringIO
-    BytesIO = io.BytesIO
-    del io
-    _assertCountEqual = "assertCountEqual"
-    if sys.version_info[1] <= 1:
-        _assertRaisesRegex = "assertRaisesRegexp"
-        _assertRegex = "assertRegexpMatches"
-        _assertNotRegex = "assertNotRegexpMatches"
-    else:
-        _assertRaisesRegex = "assertRaisesRegex"
-        _assertRegex = "assertRegex"
-        _assertNotRegex = "assertNotRegex"
-else:
-    def b(s):
-        return s
-    # Workaround for standalone backslash
-
-    def u(s):
-        return unicode(s.replace(r'\\', r'\\\\'), "unicode_escape")
-    unichr = unichr
-    int2byte = chr
-
-    def byte2int(bs):
-        return ord(bs[0])
-
-    def indexbytes(buf, i):
-        return ord(buf[i])
-    iterbytes = functools.partial(itertools.imap, ord)
-    import StringIO
-    StringIO = BytesIO = StringIO.StringIO
-    _assertCountEqual = "assertItemsEqual"
-    _assertRaisesRegex = "assertRaisesRegexp"
-    _assertRegex = "assertRegexpMatches"
-    _assertNotRegex = "assertNotRegexpMatches"
-_add_doc(b, """Byte literal""")
-_add_doc(u, """Text literal""")
-
-
-def assertCountEqual(self, *args, **kwargs):
-    return getattr(self, _assertCountEqual)(*args, **kwargs)
-
-
-def assertRaisesRegex(self, *args, **kwargs):
-    return getattr(self, _assertRaisesRegex)(*args, **kwargs)
-
-
-def assertRegex(self, *args, **kwargs):
-    return getattr(self, _assertRegex)(*args, **kwargs)
-
-
-def assertNotRegex(self, *args, **kwargs):
-    return getattr(self, _assertNotRegex)(*args, **kwargs)
-
-
-if PY3:
-    exec_ = getattr(moves.builtins, "exec")
-
-    def reraise(tp, value, tb=None):
-        try:
-            if value is None:
-                value = tp()
-            if value.__traceback__ is not tb:
-                raise value.with_traceback(tb)
-            raise value
-        finally:
-            value = None
-            tb = None
-
-else:
-    def exec_(_code_, _globs_=None, _locs_=None):
-        """Execute code in a namespace."""
-        if _globs_ is None:
-            frame = sys._getframe(1)
-            _globs_ = frame.f_globals
-            if _locs_ is None:
-                _locs_ = frame.f_locals
-            del frame
-        elif _locs_ is None:
-            _locs_ = _globs_
-        exec("""exec _code_ in _globs_, _locs_""")
-
-    exec_("""def reraise(tp, value, tb=None):
-    try:
-        raise tp, value, tb
-    finally:
-        tb = None
-""")
-
-
-if sys.version_info[:2] > (3,):
-    exec_("""def raise_from(value, from_value):
-    try:
-        raise value from from_value
-    finally:
-        value = None
-""")
-else:
-    def raise_from(value, from_value):
-        raise value
-
-
-print_ = getattr(moves.builtins, "print", None)
-if print_ is None:
-    def print_(*args, **kwargs):
-        """The new-style print function for Python 2.4 and 2.5."""
-        fp = kwargs.pop("file", sys.stdout)
-        if fp is None:
-            return
-
-        def write(data):
-            if not isinstance(data, basestring):
-                data = str(data)
-            # If the file has an encoding, encode unicode with it.
-            if (isinstance(fp, file) and
-                    isinstance(data, unicode) and
-                    fp.encoding is not None):
-                errors = getattr(fp, "errors", None)
-                if errors is None:
-                    errors = "strict"
-                data = data.encode(fp.encoding, errors)
-            fp.write(data)
-        want_unicode = False
-        sep = kwargs.pop("sep", None)
-        if sep is not None:
-            if isinstance(sep, unicode):
-                want_unicode = True
-            elif not isinstance(sep, str):
-                raise TypeError("sep must be None or a string")
-        end = kwargs.pop("end", None)
-        if end is not None:
-            if isinstance(end, unicode):
-                want_unicode = True
-            elif not isinstance(end, str):
-                raise TypeError("end must be None or a string")
-        if kwargs:
-            raise TypeError("invalid keyword arguments to print()")
-        if not want_unicode:
-            for arg in args:
-                if isinstance(arg, unicode):
-                    want_unicode = True
-                    break
-        if want_unicode:
-            newline = unicode("\n")
-            space = unicode(" ")
-        else:
-            newline = "\n"
-            space = " "
-        if sep is None:
-            sep = space
-        if end is None:
-            end = newline
-        for i, arg in enumerate(args):
-            if i:
-                write(sep)
-            write(arg)
-        write(end)
-if sys.version_info[:2] < (3, 3):
-    _print = print_
-
-    def print_(*args, **kwargs):
-        fp = kwargs.get("file", sys.stdout)
-        flush = kwargs.pop("flush", False)
-        _print(*args, **kwargs)
-        if flush and fp is not None:
-            fp.flush()
-
-_add_doc(reraise, """Reraise an exception.""")
-
-if sys.version_info[0:2] < (3, 4):
-    # This does exactly the same what the :func:`py3:functools.update_wrapper`
-    # function does on Python versions after 3.2. It sets the ``__wrapped__``
-    # attribute on ``wrapper`` object and it doesn't raise an error if any of
-    # the attributes mentioned in ``assigned`` and ``updated`` are missing on
-    # ``wrapped`` object.
-    def _update_wrapper(wrapper, wrapped,
-                        assigned=functools.WRAPPER_ASSIGNMENTS,
-                        updated=functools.WRAPPER_UPDATES):
-        for attr in assigned:
-            try:
-                value = getattr(wrapped, attr)
-            except AttributeError:
-                continue
-            else:
-                setattr(wrapper, attr, value)
-        for attr in updated:
-            getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
-        wrapper.__wrapped__ = wrapped
-        return wrapper
-    _update_wrapper.__doc__ = functools.update_wrapper.__doc__
-
-    def wraps(wrapped, assigned=functools.WRAPPER_ASSIGNMENTS,
-              updated=functools.WRAPPER_UPDATES):
-        return functools.partial(_update_wrapper, wrapped=wrapped,
-                                 assigned=assigned, updated=updated)
-    wraps.__doc__ = functools.wraps.__doc__
-
-else:
-    wraps = functools.wraps
-
-
-def with_metaclass(meta, *bases):
-    """Create a base class with a metaclass."""
-    # This requires a bit of explanation: the basic idea is to make a dummy
-    # metaclass for one level of class instantiation that replaces itself with
-    # the actual metaclass.
-    class metaclass(type):
-
-        def __new__(cls, name, this_bases, d):
-            if sys.version_info[:2] >= (3, 7):
-                # This version introduced PEP 560 that requires a bit
-                # of extra care (we mimic what is done by __build_class__).
-                resolved_bases = types.resolve_bases(bases)
-                if resolved_bases is not bases:
-                    d['__orig_bases__'] = bases
-            else:
-                resolved_bases = bases
-            return meta(name, resolved_bases, d)
-
-        @classmethod
-        def __prepare__(cls, name, this_bases):
-            return meta.__prepare__(name, bases)
-    return type.__new__(metaclass, 'temporary_class', (), {})
-
-
-def add_metaclass(metaclass):
-    """Class decorator for creating a class with a metaclass."""
-    def wrapper(cls):
-        orig_vars = cls.__dict__.copy()
-        slots = orig_vars.get('__slots__')
-        if slots is not None:
-            if isinstance(slots, str):
-                slots = [slots]
-            for slots_var in slots:
-                orig_vars.pop(slots_var)
-        orig_vars.pop('__dict__', None)
-        orig_vars.pop('__weakref__', None)
-        if hasattr(cls, '__qualname__'):
-            orig_vars['__qualname__'] = cls.__qualname__
-        return metaclass(cls.__name__, cls.__bases__, orig_vars)
-    return wrapper
-
-
-def ensure_binary(s, encoding='utf-8', errors='strict'):
-    """Coerce **s** to six.binary_type.
-
-    For Python 2:
-      - `unicode` -> encoded to `str`
-      - `str` -> `str`
-
-    For Python 3:
-      - `str` -> encoded to `bytes`
-      - `bytes` -> `bytes`
-    """
-    if isinstance(s, binary_type):
-        return s
-    if isinstance(s, text_type):
-        return s.encode(encoding, errors)
-    raise TypeError("not expecting type '%s'" % type(s))
-
-
-def ensure_str(s, encoding='utf-8', errors='strict'):
-    """Coerce *s* to `str`.
-
-    For Python 2:
-      - `unicode` -> encoded to `str`
-      - `str` -> `str`
-
-    For Python 3:
-      - `str` -> `str`
-      - `bytes` -> decoded to `str`
-    """
-    # Optimization: Fast return for the common case.
-    if type(s) is str:
-        return s
-    if PY2 and isinstance(s, text_type):
-        return s.encode(encoding, errors)
-    elif PY3 and isinstance(s, binary_type):
-        return s.decode(encoding, errors)
-    elif not isinstance(s, (text_type, binary_type)):
-        raise TypeError("not expecting type '%s'" % type(s))
-    return s
-
-
-def ensure_text(s, encoding='utf-8', errors='strict'):
-    """Coerce *s* to six.text_type.
-
-    For Python 2:
-      - `unicode` -> `unicode`
-      - `str` -> `unicode`
-
-    For Python 3:
-      - `str` -> `str`
-      - `bytes` -> decoded to `str`
-    """
-    if isinstance(s, binary_type):
-        return s.decode(encoding, errors)
-    elif isinstance(s, text_type):
-        return s
-    else:
-        raise TypeError("not expecting type '%s'" % type(s))
-
-
-def python_2_unicode_compatible(klass):
-    """
-    A class decorator that defines __unicode__ and __str__ methods under Python 2.
-    Under Python 3 it does nothing.
-
-    To support Python 2 and 3 with a single code base, define a __str__ method
-    returning text and apply this decorator to the class.
-    """
-    if PY2:
-        if '__str__' not in klass.__dict__:
-            raise ValueError("@python_2_unicode_compatible cannot be applied "
-                             "to %s because it doesn't define __str__()." %
-                             klass.__name__)
-        klass.__unicode__ = klass.__str__
-        klass.__str__ = lambda self: self.__unicode__().encode('utf-8')
-    return klass
-
-
-# Complete the moves implementation.
-# This code is at the end of this module to speed up module loading.
-# Turn this module into a package.
-__path__ = []  # required for PEP 302 and PEP 451
-__package__ = __name__  # see PEP 366 @ReservedAssignment
-if globals().get("__spec__") is not None:
-    __spec__.submodule_search_locations = []  # PEP 451 @UndefinedVariable
-# Remove other six meta path importers, since they cause problems. This can
-# happen if six is removed from sys.modules and then reloaded. (Setuptools does
-# this for some reason.)
-if sys.meta_path:
-    for i, importer in enumerate(sys.meta_path):
-        # Here's some real nastiness: Another "instance" of the six module might
-        # be floating around. Therefore, we can't use isinstance() to check for
-        # the six meta path importer, since the other six instance will have
-        # inserted an importer with different class.
-        if (type(importer).__name__ == "_SixMetaPathImporter" and
-                importer.name == __name__):
-            del sys.meta_path[i]
-            break
-    del i, importer
-# Finally, add the importer to the meta path import hook.
-sys.meta_path.append(_importer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
deleted file mode 100644
index a1b589e38..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/INSTALLER
+++ /dev/null
@@ -1 +0,0 @@
-pip
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
deleted file mode 100644
index baeb1dd41..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/METADATA
+++ /dev/null
@@ -1,154 +0,0 @@
-Metadata-Version: 2.3
-Name: urllib3
-Version: 2.2.2
-Summary: HTTP library with thread-safe connection pooling, file post, and more.
-Project-URL: Changelog, https://github.com/urllib3/urllib3/blob/main/CHANGES.rst
-Project-URL: Documentation, https://urllib3.readthedocs.io
-Project-URL: Code, https://github.com/urllib3/urllib3
-Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
-Author-email: Andrey Petrov <andrey.petrov@shazow.net>
-Maintainer-email: Seth Michael Larson <sethmichaellarson@gmail.com>, Quentin Pradet <quentin@pradet.me>, Illia Volochii <illia.volochii@gmail.com>
-License-File: LICENSE.txt
-Keywords: filepost,http,httplib,https,pooling,ssl,threadsafe,urllib
-Classifier: Environment :: Web Environment
-Classifier: Intended Audience :: Developers
-Classifier: License :: OSI Approved :: MIT License
-Classifier: Operating System :: OS Independent
-Classifier: Programming Language :: Python
-Classifier: Programming Language :: Python :: 3
-Classifier: Programming Language :: Python :: 3 :: Only
-Classifier: Programming Language :: Python :: 3.8
-Classifier: Programming Language :: Python :: 3.9
-Classifier: Programming Language :: Python :: 3.10
-Classifier: Programming Language :: Python :: 3.11
-Classifier: Programming Language :: Python :: 3.12
-Classifier: Programming Language :: Python :: Implementation :: CPython
-Classifier: Programming Language :: Python :: Implementation :: PyPy
-Classifier: Topic :: Internet :: WWW/HTTP
-Classifier: Topic :: Software Development :: Libraries
-Requires-Python: >=3.8
-Provides-Extra: brotli
-Requires-Dist: brotli>=1.0.9; (platform_python_implementation == 'CPython') and extra == 'brotli'
-Requires-Dist: brotlicffi>=0.8.0; (platform_python_implementation != 'CPython') and extra == 'brotli'
-Provides-Extra: h2
-Requires-Dist: h2<5,>=4; extra == 'h2'
-Provides-Extra: socks
-Requires-Dist: pysocks!=1.5.7,<2.0,>=1.5.6; extra == 'socks'
-Provides-Extra: zstd
-Requires-Dist: zstandard>=0.18.0; extra == 'zstd'
-Description-Content-Type: text/markdown
-
-<h1 align="center">
-
-![urllib3](https://github.com/urllib3/urllib3/raw/main/docs/_static/banner_github.svg)
-
-</h1>
-
-<p align="center">
-  <a href="https://pypi.org/project/urllib3"><img alt="PyPI Version" src="https://img.shields.io/pypi/v/urllib3.svg?maxAge=86400" /></a>
-  <a href="https://pypi.org/project/urllib3"><img alt="Python Versions" src="https://img.shields.io/pypi/pyversions/urllib3.svg?maxAge=86400" /></a>
-  <a href="https://discord.gg/urllib3"><img alt="Join our Discord" src="https://img.shields.io/discord/756342717725933608?color=%237289da&label=discord" /></a>
-  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Coverage Status" src="https://img.shields.io/badge/coverage-100%25-success" /></a>
-  <a href="https://github.com/urllib3/urllib3/actions?query=workflow%3ACI"><img alt="Build Status on GitHub" src="https://github.com/urllib3/urllib3/workflows/CI/badge.svg" /></a>
-  <a href="https://urllib3.readthedocs.io"><img alt="Documentation Status" src="https://readthedocs.org/projects/urllib3/badge/?version=latest" /></a><br>
-  <a href="https://deps.dev/pypi/urllib3"><img alt="OpenSSF Scorecard" src="https://api.securityscorecards.dev/projects/github.com/urllib3/urllib3/badge" /></a>
-  <a href="https://slsa.dev"><img alt="SLSA 3" src="https://slsa.dev/images/gh-badge-level3.svg" /></a>
-  <a href="https://bestpractices.coreinfrastructure.org/projects/6227"><img alt="CII Best Practices" src="https://bestpractices.coreinfrastructure.org/projects/6227/badge" /></a>
-</p>
-
-urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
-Python ecosystem already uses urllib3 and you should too.
-urllib3 brings many critical features that are missing from the Python
-standard libraries:
-
-- Thread safety.
-- Connection pooling.
-- Client-side SSL/TLS verification.
-- File uploads with multipart encoding.
-- Helpers for retrying requests and dealing with HTTP redirects.
-- Support for gzip, deflate, brotli, and zstd encoding.
-- Proxy support for HTTP and SOCKS.
-- 100% test coverage.
-
-urllib3 is powerful and easy to use:
-
-```python3
->>> import urllib3
->>> resp = urllib3.request("GET", "http://httpbin.org/robots.txt")
->>> resp.status
-200
->>> resp.data
-b"User-agent: *\nDisallow: /deny\n"
-```
-
-## Installing
-
-urllib3 can be installed with [pip](https://pip.pypa.io):
-
-```bash
-$ python -m pip install urllib3
-```
-
-Alternatively, you can grab the latest source code from [GitHub](https://github.com/urllib3/urllib3):
-
-```bash
-$ git clone https://github.com/urllib3/urllib3.git
-$ cd urllib3
-$ pip install .
-```
-
-
-## Documentation
-
-urllib3 has usage and reference documentation at [urllib3.readthedocs.io](https://urllib3.readthedocs.io).
-
-
-## Community
-
-urllib3 has a [community Discord channel](https://discord.gg/urllib3) for asking questions and
-collaborating with other contributors. Drop by and say hello 👋
-
-
-## Contributing
-
-urllib3 happily accepts contributions. Please see our
-[contributing documentation](https://urllib3.readthedocs.io/en/latest/contributing.html)
-for some tips on getting started.
-
-
-## Security Disclosures
-
-To report a security vulnerability, please use the
-[Tidelift security contact](https://tidelift.com/security).
-Tidelift will coordinate the fix and disclosure with maintainers.
-
-
-## Maintainers
-
-- [@sethmlarson](https://github.com/sethmlarson) (Seth M. Larson)
-- [@pquentin](https://github.com/pquentin) (Quentin Pradet)
-- [@illia-v](https://github.com/illia-v) (Illia Volochii)
-- [@theacodes](https://github.com/theacodes) (Thea Flowers)
-- [@haikuginger](https://github.com/haikuginger) (Jess Shapiro)
-- [@lukasa](https://github.com/lukasa) (Cory Benfield)
-- [@sigmavirus24](https://github.com/sigmavirus24) (Ian Stapleton Cordasco)
-- [@shazow](https://github.com/shazow) (Andrey Petrov)
-
-👋
-
-
-## Sponsorship
-
-If your company benefits from this library, please consider [sponsoring its
-development](https://urllib3.readthedocs.io/en/latest/sponsors.html).
-
-
-## For Enterprise
-
-Professional support for urllib3 is available as part of the [Tidelift
-Subscription][1].  Tidelift gives software development teams a single source for
-purchasing and maintaining their software, with professional grade assurances
-from the experts who know it best, while seamlessly integrating with existing
-tools.
-
-[1]: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
deleted file mode 100644
index 878c0d4f0..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/RECORD
+++ /dev/null
@@ -1,75 +0,0 @@
-urllib3-2.2.2.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
-urllib3-2.2.2.dist-info/METADATA,sha256=1lFmEu2KSrvTuzjDf_UQxhN3hm5dHoUoUe8iX0XpK20,6434
-urllib3-2.2.2.dist-info/RECORD,,
-urllib3-2.2.2.dist-info/WHEEL,sha256=zEMcRr9Kr03x1ozGwg5v9NQBKn3kndp6LSoSlVg-jhU,87
-urllib3-2.2.2.dist-info/licenses/LICENSE.txt,sha256=Ew46ZNX91dCWp1JpRjSn2d8oRGnehuVzIQAmgEHj1oY,1093
-urllib3/__init__.py,sha256=JMo1tg1nIV1AeJ2vENC_Txfl0e5h6Gzl9DGVk1rWRbo,6979
-urllib3/__pycache__/__init__.cpython-311.pyc,,
-urllib3/__pycache__/_base_connection.cpython-311.pyc,,
-urllib3/__pycache__/_collections.cpython-311.pyc,,
-urllib3/__pycache__/_request_methods.cpython-311.pyc,,
-urllib3/__pycache__/_version.cpython-311.pyc,,
-urllib3/__pycache__/connection.cpython-311.pyc,,
-urllib3/__pycache__/connectionpool.cpython-311.pyc,,
-urllib3/__pycache__/exceptions.cpython-311.pyc,,
-urllib3/__pycache__/fields.cpython-311.pyc,,
-urllib3/__pycache__/filepost.cpython-311.pyc,,
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-urllib3/_base_connection.py,sha256=tH0ZlOxWKika-S9NW-MuIlI_PLFQUUmSnoE_9MeywkM,5652
-urllib3/_collections.py,sha256=aGhh9zCYce3o-5FW9DPSUay6O9LjHx8z6T7wDtdhrkY,17370
-urllib3/_request_methods.py,sha256=ucEpHQyQf06b9o1RxKLkCpzGH0ct-v7X2xGpU6rmmlo,9984
-urllib3/_version.py,sha256=NcS90vVEriRXqG3ygXh7bjsUTZrTaLODQB3cjBtxkAw,98
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-urllib3/contrib/pyopenssl.py,sha256=X31eCYGwB09EkAHX8RhDKC0X0Ki7d0cCVWoMJZUM5bQ,19161
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-urllib3/filepost.py,sha256=-9qJT11cNGjO9dqnI20-oErZuTvNaM18xZZPCjZSbOE,2395
-urllib3/http2.py,sha256=ZfXCqoeKqMoC2JOn9ajMFwNgdyqJozj-6oBZNAUcqd0,7517
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-urllib3/util/url.py,sha256=wHORhp80RAXyTlAIkTqLFzSrkU7J34ZDxX-tN65MBZk,15213
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diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
deleted file mode 100644
index 516596c76..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/WHEEL
+++ /dev/null
@@ -1,4 +0,0 @@
-Wheel-Version: 1.0
-Generator: hatchling 1.24.2
-Root-Is-Purelib: true
-Tag: py3-none-any
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
deleted file mode 100644
index e6183d027..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3-2.2.2.dist-info/licenses/LICENSE.txt
+++ /dev/null
@@ -1,21 +0,0 @@
-MIT License
-
-Copyright (c) 2008-2020 Andrey Petrov and contributors.
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
deleted file mode 100644
index 3fe782c8a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/__init__.py
+++ /dev/null
@@ -1,211 +0,0 @@
-"""
-Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
-"""
-
-from __future__ import annotations
-
-# Set default logging handler to avoid "No handler found" warnings.
-import logging
-import sys
-import typing
-import warnings
-from logging import NullHandler
-
-from . import exceptions
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from ._version import __version__
-from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
-from .filepost import _TYPE_FIELDS, encode_multipart_formdata
-from .poolmanager import PoolManager, ProxyManager, proxy_from_url
-from .response import BaseHTTPResponse, HTTPResponse
-from .util.request import make_headers
-from .util.retry import Retry
-from .util.timeout import Timeout
-
-# Ensure that Python is compiled with OpenSSL 1.1.1+
-# If the 'ssl' module isn't available at all that's
-# fine, we only care if the module is available.
-try:
-    import ssl
-except ImportError:
-    pass
-else:
-    if not ssl.OPENSSL_VERSION.startswith("OpenSSL "):  # Defensive:
-        warnings.warn(
-            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
-            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
-            "See: https://github.com/urllib3/urllib3/issues/3020",
-            exceptions.NotOpenSSLWarning,
-        )
-    elif ssl.OPENSSL_VERSION_INFO < (1, 1, 1):  # Defensive:
-        raise ImportError(
-            "urllib3 v2 only supports OpenSSL 1.1.1+, currently "
-            f"the 'ssl' module is compiled with {ssl.OPENSSL_VERSION!r}. "
-            "See: https://github.com/urllib3/urllib3/issues/2168"
-        )
-
-__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
-__license__ = "MIT"
-__version__ = __version__
-
-__all__ = (
-    "HTTPConnectionPool",
-    "HTTPHeaderDict",
-    "HTTPSConnectionPool",
-    "PoolManager",
-    "ProxyManager",
-    "HTTPResponse",
-    "Retry",
-    "Timeout",
-    "add_stderr_logger",
-    "connection_from_url",
-    "disable_warnings",
-    "encode_multipart_formdata",
-    "make_headers",
-    "proxy_from_url",
-    "request",
-    "BaseHTTPResponse",
-)
-
-logging.getLogger(__name__).addHandler(NullHandler())
-
-
-def add_stderr_logger(
-    level: int = logging.DEBUG,
-) -> logging.StreamHandler[typing.TextIO]:
-    """
-    Helper for quickly adding a StreamHandler to the logger. Useful for
-    debugging.
-
-    Returns the handler after adding it.
-    """
-    # This method needs to be in this __init__.py to get the __name__ correct
-    # even if urllib3 is vendored within another package.
-    logger = logging.getLogger(__name__)
-    handler = logging.StreamHandler()
-    handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
-    logger.addHandler(handler)
-    logger.setLevel(level)
-    logger.debug("Added a stderr logging handler to logger: %s", __name__)
-    return handler
-
-
-# ... Clean up.
-del NullHandler
-
-
-# All warning filters *must* be appended unless you're really certain that they
-# shouldn't be: otherwise, it's very hard for users to use most Python
-# mechanisms to silence them.
-# SecurityWarning's always go off by default.
-warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
-# InsecurePlatformWarning's don't vary between requests, so we keep it default.
-warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
-
-
-def disable_warnings(category: type[Warning] = exceptions.HTTPWarning) -> None:
-    """
-    Helper for quickly disabling all urllib3 warnings.
-    """
-    warnings.simplefilter("ignore", category)
-
-
-_DEFAULT_POOL = PoolManager()
-
-
-def request(
-    method: str,
-    url: str,
-    *,
-    body: _TYPE_BODY | None = None,
-    fields: _TYPE_FIELDS | None = None,
-    headers: typing.Mapping[str, str] | None = None,
-    preload_content: bool | None = True,
-    decode_content: bool | None = True,
-    redirect: bool | None = True,
-    retries: Retry | bool | int | None = None,
-    timeout: Timeout | float | int | None = 3,
-    json: typing.Any | None = None,
-) -> BaseHTTPResponse:
-    """
-    A convenience, top-level request method. It uses a module-global ``PoolManager`` instance.
-    Therefore, its side effects could be shared across dependencies relying on it.
-    To avoid side effects create a new ``PoolManager`` instance and use it instead.
-    The method does not accept low-level ``**urlopen_kw`` keyword arguments.
-
-    :param method:
-        HTTP request method (such as GET, POST, PUT, etc.)
-
-    :param url:
-        The URL to perform the request on.
-
-    :param body:
-        Data to send in the request body, either :class:`str`, :class:`bytes`,
-        an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-    :param fields:
-        Data to encode and send in the request body.
-
-    :param headers:
-        Dictionary of custom headers to send, such as User-Agent,
-        If-None-Match, etc.
-
-    :param bool preload_content:
-        If True, the response's body will be preloaded into memory.
-
-    :param bool decode_content:
-        If True, will attempt to decode the body based on the
-        'content-encoding' header.
-
-    :param redirect:
-        If True, automatically handle redirects (status codes 301, 302,
-        303, 307, 308). Each redirect counts as a retry. Disabling retries
-        will disable redirect, too.
-
-    :param retries:
-        Configure the number of retries to allow before raising a
-        :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-        If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
-        :class:`~urllib3.util.retry.Retry` object for fine-grained control
-        over different types of retries.
-        Pass an integer number to retry connection errors that many times,
-        but no other types of errors. Pass zero to never retry.
-
-        If ``False``, then retries are disabled and any exception is raised
-        immediately. Also, instead of raising a MaxRetryError on redirects,
-        the redirect response will be returned.
-
-    :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-    :param timeout:
-        If specified, overrides the default timeout for this one
-        request. It may be a float (in seconds) or an instance of
-        :class:`urllib3.util.Timeout`.
-
-    :param json:
-        Data to encode and send as JSON with UTF-encoded in the request body.
-        The ``"Content-Type"`` header will be set to ``"application/json"``
-        unless specified otherwise.
-    """
-
-    return _DEFAULT_POOL.request(
-        method,
-        url,
-        body=body,
-        fields=fields,
-        headers=headers,
-        preload_content=preload_content,
-        decode_content=decode_content,
-        redirect=redirect,
-        retries=retries,
-        timeout=timeout,
-        json=json,
-    )
-
-
-if sys.platform == "emscripten":
-    from .contrib.emscripten import inject_into_urllib3  # noqa: 401
-
-    inject_into_urllib3()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
deleted file mode 100644
index 29ca33487..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_base_connection.py
+++ /dev/null
@@ -1,172 +0,0 @@
-from __future__ import annotations
-
-import typing
-
-from .util.connection import _TYPE_SOCKET_OPTIONS
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-from .util.url import Url
-
-_TYPE_BODY = typing.Union[bytes, typing.IO[typing.Any], typing.Iterable[bytes], str]
-
-
-class ProxyConfig(typing.NamedTuple):
-    ssl_context: ssl.SSLContext | None
-    use_forwarding_for_https: bool
-    assert_hostname: None | str | typing.Literal[False]
-    assert_fingerprint: str | None
-
-
-class _ResponseOptions(typing.NamedTuple):
-    # TODO: Remove this in favor of a better
-    # HTTP request/response lifecycle tracking.
-    request_method: str
-    request_url: str
-    preload_content: bool
-    decode_content: bool
-    enforce_content_length: bool
-
-
-if typing.TYPE_CHECKING:
-    import ssl
-    from typing import Protocol
-
-    from .response import BaseHTTPResponse
-
-    class BaseHTTPConnection(Protocol):
-        default_port: typing.ClassVar[int]
-        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-        host: str
-        port: int
-        timeout: None | (
-            float
-        )  # Instance doesn't store _DEFAULT_TIMEOUT, must be resolved.
-        blocksize: int
-        source_address: tuple[str, int] | None
-        socket_options: _TYPE_SOCKET_OPTIONS | None
-
-        proxy: Url | None
-        proxy_config: ProxyConfig | None
-
-        is_verified: bool
-        proxy_is_verified: bool | None
-
-        def __init__(
-            self,
-            host: str,
-            port: int | None = None,
-            *,
-            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-            source_address: tuple[str, int] | None = None,
-            blocksize: int = 8192,
-            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
-            proxy: Url | None = None,
-            proxy_config: ProxyConfig | None = None,
-        ) -> None:
-            ...
-
-        def set_tunnel(
-            self,
-            host: str,
-            port: int | None = None,
-            headers: typing.Mapping[str, str] | None = None,
-            scheme: str = "http",
-        ) -> None:
-            ...
-
-        def connect(self) -> None:
-            ...
-
-        def request(
-            self,
-            method: str,
-            url: str,
-            body: _TYPE_BODY | None = None,
-            headers: typing.Mapping[str, str] | None = None,
-            # We know *at least* botocore is depending on the order of the
-            # first 3 parameters so to be safe we only mark the later ones
-            # as keyword-only to ensure we have space to extend.
-            *,
-            chunked: bool = False,
-            preload_content: bool = True,
-            decode_content: bool = True,
-            enforce_content_length: bool = True,
-        ) -> None:
-            ...
-
-        def getresponse(self) -> BaseHTTPResponse:
-            ...
-
-        def close(self) -> None:
-            ...
-
-        @property
-        def is_closed(self) -> bool:
-            """Whether the connection either is brand new or has been previously closed.
-            If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
-            properties must be False.
-            """
-
-        @property
-        def is_connected(self) -> bool:
-            """Whether the connection is actively connected to any origin (proxy or target)"""
-
-        @property
-        def has_connected_to_proxy(self) -> bool:
-            """Whether the connection has successfully connected to its proxy.
-            This returns False if no proxy is in use. Used to determine whether
-            errors are coming from the proxy layer or from tunnelling to the target origin.
-            """
-
-    class BaseHTTPSConnection(BaseHTTPConnection, Protocol):
-        default_port: typing.ClassVar[int]
-        default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-        # Certificate verification methods
-        cert_reqs: int | str | None
-        assert_hostname: None | str | typing.Literal[False]
-        assert_fingerprint: str | None
-        ssl_context: ssl.SSLContext | None
-
-        # Trusted CAs
-        ca_certs: str | None
-        ca_cert_dir: str | None
-        ca_cert_data: None | str | bytes
-
-        # TLS version
-        ssl_minimum_version: int | None
-        ssl_maximum_version: int | None
-        ssl_version: int | str | None  # Deprecated
-
-        # Client certificates
-        cert_file: str | None
-        key_file: str | None
-        key_password: str | None
-
-        def __init__(
-            self,
-            host: str,
-            port: int | None = None,
-            *,
-            timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-            source_address: tuple[str, int] | None = None,
-            blocksize: int = 16384,
-            socket_options: _TYPE_SOCKET_OPTIONS | None = ...,
-            proxy: Url | None = None,
-            proxy_config: ProxyConfig | None = None,
-            cert_reqs: int | str | None = None,
-            assert_hostname: None | str | typing.Literal[False] = None,
-            assert_fingerprint: str | None = None,
-            server_hostname: str | None = None,
-            ssl_context: ssl.SSLContext | None = None,
-            ca_certs: str | None = None,
-            ca_cert_dir: str | None = None,
-            ca_cert_data: None | str | bytes = None,
-            ssl_minimum_version: int | None = None,
-            ssl_maximum_version: int | None = None,
-            ssl_version: int | str | None = None,  # Deprecated
-            cert_file: str | None = None,
-            key_file: str | None = None,
-            key_password: str | None = None,
-        ) -> None:
-            ...
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
deleted file mode 100644
index 8a4409a12..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_collections.py
+++ /dev/null
@@ -1,483 +0,0 @@
-from __future__ import annotations
-
-import typing
-from collections import OrderedDict
-from enum import Enum, auto
-from threading import RLock
-
-if typing.TYPE_CHECKING:
-    # We can only import Protocol if TYPE_CHECKING because it's a development
-    # dependency, and is not available at runtime.
-    from typing import Protocol
-
-    from typing_extensions import Self
-
-    class HasGettableStringKeys(Protocol):
-        def keys(self) -> typing.Iterator[str]:
-            ...
-
-        def __getitem__(self, key: str) -> str:
-            ...
-
-
-__all__ = ["RecentlyUsedContainer", "HTTPHeaderDict"]
-
-
-# Key type
-_KT = typing.TypeVar("_KT")
-# Value type
-_VT = typing.TypeVar("_VT")
-# Default type
-_DT = typing.TypeVar("_DT")
-
-ValidHTTPHeaderSource = typing.Union[
-    "HTTPHeaderDict",
-    typing.Mapping[str, str],
-    typing.Iterable[typing.Tuple[str, str]],
-    "HasGettableStringKeys",
-]
-
-
-class _Sentinel(Enum):
-    not_passed = auto()
-
-
-def ensure_can_construct_http_header_dict(
-    potential: object,
-) -> ValidHTTPHeaderSource | None:
-    if isinstance(potential, HTTPHeaderDict):
-        return potential
-    elif isinstance(potential, typing.Mapping):
-        # Full runtime checking of the contents of a Mapping is expensive, so for the
-        # purposes of typechecking, we assume that any Mapping is the right shape.
-        return typing.cast(typing.Mapping[str, str], potential)
-    elif isinstance(potential, typing.Iterable):
-        # Similarly to Mapping, full runtime checking of the contents of an Iterable is
-        # expensive, so for the purposes of typechecking, we assume that any Iterable
-        # is the right shape.
-        return typing.cast(typing.Iterable[typing.Tuple[str, str]], potential)
-    elif hasattr(potential, "keys") and hasattr(potential, "__getitem__"):
-        return typing.cast("HasGettableStringKeys", potential)
-    else:
-        return None
-
-
-class RecentlyUsedContainer(typing.Generic[_KT, _VT], typing.MutableMapping[_KT, _VT]):
-    """
-    Provides a thread-safe dict-like container which maintains up to
-    ``maxsize`` keys while throwing away the least-recently-used keys beyond
-    ``maxsize``.
-
-    :param maxsize:
-        Maximum number of recent elements to retain.
-
-    :param dispose_func:
-        Every time an item is evicted from the container,
-        ``dispose_func(value)`` is called.  Callback which will get called
-    """
-
-    _container: typing.OrderedDict[_KT, _VT]
-    _maxsize: int
-    dispose_func: typing.Callable[[_VT], None] | None
-    lock: RLock
-
-    def __init__(
-        self,
-        maxsize: int = 10,
-        dispose_func: typing.Callable[[_VT], None] | None = None,
-    ) -> None:
-        super().__init__()
-        self._maxsize = maxsize
-        self.dispose_func = dispose_func
-        self._container = OrderedDict()
-        self.lock = RLock()
-
-    def __getitem__(self, key: _KT) -> _VT:
-        # Re-insert the item, moving it to the end of the eviction line.
-        with self.lock:
-            item = self._container.pop(key)
-            self._container[key] = item
-            return item
-
-    def __setitem__(self, key: _KT, value: _VT) -> None:
-        evicted_item = None
-        with self.lock:
-            # Possibly evict the existing value of 'key'
-            try:
-                # If the key exists, we'll overwrite it, which won't change the
-                # size of the pool. Because accessing a key should move it to
-                # the end of the eviction line, we pop it out first.
-                evicted_item = key, self._container.pop(key)
-                self._container[key] = value
-            except KeyError:
-                # When the key does not exist, we insert the value first so that
-                # evicting works in all cases, including when self._maxsize is 0
-                self._container[key] = value
-                if len(self._container) > self._maxsize:
-                    # If we didn't evict an existing value, and we've hit our maximum
-                    # size, then we have to evict the least recently used item from
-                    # the beginning of the container.
-                    evicted_item = self._container.popitem(last=False)
-
-        # After releasing the lock on the pool, dispose of any evicted value.
-        if evicted_item is not None and self.dispose_func:
-            _, evicted_value = evicted_item
-            self.dispose_func(evicted_value)
-
-    def __delitem__(self, key: _KT) -> None:
-        with self.lock:
-            value = self._container.pop(key)
-
-        if self.dispose_func:
-            self.dispose_func(value)
-
-    def __len__(self) -> int:
-        with self.lock:
-            return len(self._container)
-
-    def __iter__(self) -> typing.NoReturn:
-        raise NotImplementedError(
-            "Iteration over this class is unlikely to be threadsafe."
-        )
-
-    def clear(self) -> None:
-        with self.lock:
-            # Copy pointers to all values, then wipe the mapping
-            values = list(self._container.values())
-            self._container.clear()
-
-        if self.dispose_func:
-            for value in values:
-                self.dispose_func(value)
-
-    def keys(self) -> set[_KT]:  # type: ignore[override]
-        with self.lock:
-            return set(self._container.keys())
-
-
-class HTTPHeaderDictItemView(typing.Set[typing.Tuple[str, str]]):
-    """
-    HTTPHeaderDict is unusual for a Mapping[str, str] in that it has two modes of
-    address.
-
-    If we directly try to get an item with a particular name, we will get a string
-    back that is the concatenated version of all the values:
-
-    >>> d['X-Header-Name']
-    'Value1, Value2, Value3'
-
-    However, if we iterate over an HTTPHeaderDict's items, we will optionally combine
-    these values based on whether combine=True was called when building up the dictionary
-
-    >>> d = HTTPHeaderDict({"A": "1", "B": "foo"})
-    >>> d.add("A", "2", combine=True)
-    >>> d.add("B", "bar")
-    >>> list(d.items())
-    [
-        ('A', '1, 2'),
-        ('B', 'foo'),
-        ('B', 'bar'),
-    ]
-
-    This class conforms to the interface required by the MutableMapping ABC while
-    also giving us the nonstandard iteration behavior we want; items with duplicate
-    keys, ordered by time of first insertion.
-    """
-
-    _headers: HTTPHeaderDict
-
-    def __init__(self, headers: HTTPHeaderDict) -> None:
-        self._headers = headers
-
-    def __len__(self) -> int:
-        return len(list(self._headers.iteritems()))
-
-    def __iter__(self) -> typing.Iterator[tuple[str, str]]:
-        return self._headers.iteritems()
-
-    def __contains__(self, item: object) -> bool:
-        if isinstance(item, tuple) and len(item) == 2:
-            passed_key, passed_val = item
-            if isinstance(passed_key, str) and isinstance(passed_val, str):
-                return self._headers._has_value_for_header(passed_key, passed_val)
-        return False
-
-
-class HTTPHeaderDict(typing.MutableMapping[str, str]):
-    """
-    :param headers:
-        An iterable of field-value pairs. Must not contain multiple field names
-        when compared case-insensitively.
-
-    :param kwargs:
-        Additional field-value pairs to pass in to ``dict.update``.
-
-    A ``dict`` like container for storing HTTP Headers.
-
-    Field names are stored and compared case-insensitively in compliance with
-    RFC 7230. Iteration provides the first case-sensitive key seen for each
-    case-insensitive pair.
-
-    Using ``__setitem__`` syntax overwrites fields that compare equal
-    case-insensitively in order to maintain ``dict``'s api. For fields that
-    compare equal, instead create a new ``HTTPHeaderDict`` and use ``.add``
-    in a loop.
-
-    If multiple fields that are equal case-insensitively are passed to the
-    constructor or ``.update``, the behavior is undefined and some will be
-    lost.
-
-    >>> headers = HTTPHeaderDict()
-    >>> headers.add('Set-Cookie', 'foo=bar')
-    >>> headers.add('set-cookie', 'baz=quxx')
-    >>> headers['content-length'] = '7'
-    >>> headers['SET-cookie']
-    'foo=bar, baz=quxx'
-    >>> headers['Content-Length']
-    '7'
-    """
-
-    _container: typing.MutableMapping[str, list[str]]
-
-    def __init__(self, headers: ValidHTTPHeaderSource | None = None, **kwargs: str):
-        super().__init__()
-        self._container = {}  # 'dict' is insert-ordered
-        if headers is not None:
-            if isinstance(headers, HTTPHeaderDict):
-                self._copy_from(headers)
-            else:
-                self.extend(headers)
-        if kwargs:
-            self.extend(kwargs)
-
-    def __setitem__(self, key: str, val: str) -> None:
-        # avoid a bytes/str comparison by decoding before httplib
-        if isinstance(key, bytes):
-            key = key.decode("latin-1")
-        self._container[key.lower()] = [key, val]
-
-    def __getitem__(self, key: str) -> str:
-        val = self._container[key.lower()]
-        return ", ".join(val[1:])
-
-    def __delitem__(self, key: str) -> None:
-        del self._container[key.lower()]
-
-    def __contains__(self, key: object) -> bool:
-        if isinstance(key, str):
-            return key.lower() in self._container
-        return False
-
-    def setdefault(self, key: str, default: str = "") -> str:
-        return super().setdefault(key, default)
-
-    def __eq__(self, other: object) -> bool:
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return False
-        else:
-            other_as_http_header_dict = type(self)(maybe_constructable)
-
-        return {k.lower(): v for k, v in self.itermerged()} == {
-            k.lower(): v for k, v in other_as_http_header_dict.itermerged()
-        }
-
-    def __ne__(self, other: object) -> bool:
-        return not self.__eq__(other)
-
-    def __len__(self) -> int:
-        return len(self._container)
-
-    def __iter__(self) -> typing.Iterator[str]:
-        # Only provide the originally cased names
-        for vals in self._container.values():
-            yield vals[0]
-
-    def discard(self, key: str) -> None:
-        try:
-            del self[key]
-        except KeyError:
-            pass
-
-    def add(self, key: str, val: str, *, combine: bool = False) -> None:
-        """Adds a (name, value) pair, doesn't overwrite the value if it already
-        exists.
-
-        If this is called with combine=True, instead of adding a new header value
-        as a distinct item during iteration, this will instead append the value to
-        any existing header value with a comma. If no existing header value exists
-        for the key, then the value will simply be added, ignoring the combine parameter.
-
-        >>> headers = HTTPHeaderDict(foo='bar')
-        >>> headers.add('Foo', 'baz')
-        >>> headers['foo']
-        'bar, baz'
-        >>> list(headers.items())
-        [('foo', 'bar'), ('foo', 'baz')]
-        >>> headers.add('foo', 'quz', combine=True)
-        >>> list(headers.items())
-        [('foo', 'bar, baz, quz')]
-        """
-        # avoid a bytes/str comparison by decoding before httplib
-        if isinstance(key, bytes):
-            key = key.decode("latin-1")
-        key_lower = key.lower()
-        new_vals = [key, val]
-        # Keep the common case aka no item present as fast as possible
-        vals = self._container.setdefault(key_lower, new_vals)
-        if new_vals is not vals:
-            # if there are values here, then there is at least the initial
-            # key/value pair
-            assert len(vals) >= 2
-            if combine:
-                vals[-1] = vals[-1] + ", " + val
-            else:
-                vals.append(val)
-
-    def extend(self, *args: ValidHTTPHeaderSource, **kwargs: str) -> None:
-        """Generic import function for any type of header-like object.
-        Adapted version of MutableMapping.update in order to insert items
-        with self.add instead of self.__setitem__
-        """
-        if len(args) > 1:
-            raise TypeError(
-                f"extend() takes at most 1 positional arguments ({len(args)} given)"
-            )
-        other = args[0] if len(args) >= 1 else ()
-
-        if isinstance(other, HTTPHeaderDict):
-            for key, val in other.iteritems():
-                self.add(key, val)
-        elif isinstance(other, typing.Mapping):
-            for key, val in other.items():
-                self.add(key, val)
-        elif isinstance(other, typing.Iterable):
-            other = typing.cast(typing.Iterable[typing.Tuple[str, str]], other)
-            for key, value in other:
-                self.add(key, value)
-        elif hasattr(other, "keys") and hasattr(other, "__getitem__"):
-            # THIS IS NOT A TYPESAFE BRANCH
-            # In this branch, the object has a `keys` attr but is not a Mapping or any of
-            # the other types indicated in the method signature. We do some stuff with
-            # it as though it partially implements the Mapping interface, but we're not
-            # doing that stuff safely AT ALL.
-            for key in other.keys():
-                self.add(key, other[key])
-
-        for key, value in kwargs.items():
-            self.add(key, value)
-
-    @typing.overload
-    def getlist(self, key: str) -> list[str]:
-        ...
-
-    @typing.overload
-    def getlist(self, key: str, default: _DT) -> list[str] | _DT:
-        ...
-
-    def getlist(
-        self, key: str, default: _Sentinel | _DT = _Sentinel.not_passed
-    ) -> list[str] | _DT:
-        """Returns a list of all the values for the named field. Returns an
-        empty list if the key doesn't exist."""
-        try:
-            vals = self._container[key.lower()]
-        except KeyError:
-            if default is _Sentinel.not_passed:
-                # _DT is unbound; empty list is instance of List[str]
-                return []
-            # _DT is bound; default is instance of _DT
-            return default
-        else:
-            # _DT may or may not be bound; vals[1:] is instance of List[str], which
-            # meets our external interface requirement of `Union[List[str], _DT]`.
-            return vals[1:]
-
-    def _prepare_for_method_change(self) -> Self:
-        """
-        Remove content-specific header fields before changing the request
-        method to GET or HEAD according to RFC 9110, Section 15.4.
-        """
-        content_specific_headers = [
-            "Content-Encoding",
-            "Content-Language",
-            "Content-Location",
-            "Content-Type",
-            "Content-Length",
-            "Digest",
-            "Last-Modified",
-        ]
-        for header in content_specific_headers:
-            self.discard(header)
-        return self
-
-    # Backwards compatibility for httplib
-    getheaders = getlist
-    getallmatchingheaders = getlist
-    iget = getlist
-
-    # Backwards compatibility for http.cookiejar
-    get_all = getlist
-
-    def __repr__(self) -> str:
-        return f"{type(self).__name__}({dict(self.itermerged())})"
-
-    def _copy_from(self, other: HTTPHeaderDict) -> None:
-        for key in other:
-            val = other.getlist(key)
-            self._container[key.lower()] = [key, *val]
-
-    def copy(self) -> Self:
-        clone = type(self)()
-        clone._copy_from(self)
-        return clone
-
-    def iteritems(self) -> typing.Iterator[tuple[str, str]]:
-        """Iterate over all header lines, including duplicate ones."""
-        for key in self:
-            vals = self._container[key.lower()]
-            for val in vals[1:]:
-                yield vals[0], val
-
-    def itermerged(self) -> typing.Iterator[tuple[str, str]]:
-        """Iterate over all headers, merging duplicate ones together."""
-        for key in self:
-            val = self._container[key.lower()]
-            yield val[0], ", ".join(val[1:])
-
-    def items(self) -> HTTPHeaderDictItemView:  # type: ignore[override]
-        return HTTPHeaderDictItemView(self)
-
-    def _has_value_for_header(self, header_name: str, potential_value: str) -> bool:
-        if header_name in self:
-            return potential_value in self._container[header_name.lower()][1:]
-        return False
-
-    def __ior__(self, other: object) -> HTTPHeaderDict:
-        # Supports extending a header dict in-place using operator |=
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        self.extend(maybe_constructable)
-        return self
-
-    def __or__(self, other: object) -> Self:
-        # Supports merging header dicts using operator |
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        result = self.copy()
-        result.extend(maybe_constructable)
-        return result
-
-    def __ror__(self, other: object) -> Self:
-        # Supports merging header dicts using operator | when other is on left side
-        # combining items with add instead of __setitem__
-        maybe_constructable = ensure_can_construct_http_header_dict(other)
-        if maybe_constructable is None:
-            return NotImplemented
-        result = type(self)(maybe_constructable)
-        result.extend(self)
-        return result
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
deleted file mode 100644
index 632042f03..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_request_methods.py
+++ /dev/null
@@ -1,279 +0,0 @@
-from __future__ import annotations
-
-import json as _json
-import typing
-from urllib.parse import urlencode
-
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from .filepost import _TYPE_FIELDS, encode_multipart_formdata
-from .response import BaseHTTPResponse
-
-__all__ = ["RequestMethods"]
-
-_TYPE_ENCODE_URL_FIELDS = typing.Union[
-    typing.Sequence[typing.Tuple[str, typing.Union[str, bytes]]],
-    typing.Mapping[str, typing.Union[str, bytes]],
-]
-
-
-class RequestMethods:
-    """
-    Convenience mixin for classes who implement a :meth:`urlopen` method, such
-    as :class:`urllib3.HTTPConnectionPool` and
-    :class:`urllib3.PoolManager`.
-
-    Provides behavior for making common types of HTTP request methods and
-    decides which type of request field encoding to use.
-
-    Specifically,
-
-    :meth:`.request_encode_url` is for sending requests whose fields are
-    encoded in the URL (such as GET, HEAD, DELETE).
-
-    :meth:`.request_encode_body` is for sending requests whose fields are
-    encoded in the *body* of the request using multipart or www-form-urlencoded
-    (such as for POST, PUT, PATCH).
-
-    :meth:`.request` is for making any kind of request, it will look up the
-    appropriate encoding format and use one of the above two methods to make
-    the request.
-
-    Initializer parameters:
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-    """
-
-    _encode_url_methods = {"DELETE", "GET", "HEAD", "OPTIONS"}
-
-    def __init__(self, headers: typing.Mapping[str, str] | None = None) -> None:
-        self.headers = headers or {}
-
-    def urlopen(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        encode_multipart: bool = True,
-        multipart_boundary: str | None = None,
-        **kw: typing.Any,
-    ) -> BaseHTTPResponse:  # Abstract
-        raise NotImplementedError(
-            "Classes extending RequestMethods must implement "
-            "their own ``urlopen`` method."
-        )
-
-    def request(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        fields: _TYPE_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        json: typing.Any | None = None,
-        **urlopen_kw: typing.Any,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the appropriate encoding of
-        ``fields`` based on the ``method`` used.
-
-        This is a convenience method that requires the least amount of manual
-        effort. It can be used in most situations, while still having the
-        option to drop down to more specific methods when necessary, such as
-        :meth:`request_encode_url`, :meth:`request_encode_body`,
-        or even the lowest level :meth:`urlopen`.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param fields:
-            Data to encode and send in the request body.  Values are processed
-            by :func:`urllib.parse.urlencode`.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param json:
-            Data to encode and send as JSON with UTF-encoded in the request body.
-            The ``"Content-Type"`` header will be set to ``"application/json"``
-            unless specified otherwise.
-        """
-        method = method.upper()
-
-        if json is not None and body is not None:
-            raise TypeError(
-                "request got values for both 'body' and 'json' parameters which are mutually exclusive"
-            )
-
-        if json is not None:
-            if headers is None:
-                headers = self.headers
-
-            if not ("content-type" in map(str.lower, headers.keys())):
-                headers = HTTPHeaderDict(headers)
-                headers["Content-Type"] = "application/json"
-
-            body = _json.dumps(json, separators=(",", ":"), ensure_ascii=False).encode(
-                "utf-8"
-            )
-
-        if body is not None:
-            urlopen_kw["body"] = body
-
-        if method in self._encode_url_methods:
-            return self.request_encode_url(
-                method,
-                url,
-                fields=fields,  # type: ignore[arg-type]
-                headers=headers,
-                **urlopen_kw,
-            )
-        else:
-            return self.request_encode_body(
-                method, url, fields=fields, headers=headers, **urlopen_kw
-            )
-
-    def request_encode_url(
-        self,
-        method: str,
-        url: str,
-        fields: _TYPE_ENCODE_URL_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        **urlopen_kw: str,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the ``fields`` encoded in
-        the url. This is useful for request methods like GET, HEAD, DELETE, etc.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param fields:
-            Data to encode and send in the request body.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-        """
-        if headers is None:
-            headers = self.headers
-
-        extra_kw: dict[str, typing.Any] = {"headers": headers}
-        extra_kw.update(urlopen_kw)
-
-        if fields:
-            url += "?" + urlencode(fields)
-
-        return self.urlopen(method, url, **extra_kw)
-
-    def request_encode_body(
-        self,
-        method: str,
-        url: str,
-        fields: _TYPE_FIELDS | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        encode_multipart: bool = True,
-        multipart_boundary: str | None = None,
-        **urlopen_kw: str,
-    ) -> BaseHTTPResponse:
-        """
-        Make a request using :meth:`urlopen` with the ``fields`` encoded in
-        the body. This is useful for request methods like POST, PUT, PATCH, etc.
-
-        When ``encode_multipart=True`` (default), then
-        :func:`urllib3.encode_multipart_formdata` is used to encode
-        the payload with the appropriate content type. Otherwise
-        :func:`urllib.parse.urlencode` is used with the
-        'application/x-www-form-urlencoded' content type.
-
-        Multipart encoding must be used when posting files, and it's reasonably
-        safe to use it in other times too. However, it may break request
-        signing, such as with OAuth.
-
-        Supports an optional ``fields`` parameter of key/value strings AND
-        key/filetuple. A filetuple is a (filename, data, MIME type) tuple where
-        the MIME type is optional. For example::
-
-            fields = {
-                'foo': 'bar',
-                'fakefile': ('foofile.txt', 'contents of foofile'),
-                'realfile': ('barfile.txt', open('realfile').read()),
-                'typedfile': ('bazfile.bin', open('bazfile').read(),
-                              'image/jpeg'),
-                'nonamefile': 'contents of nonamefile field',
-            }
-
-        When uploading a file, providing a filename (the first parameter of the
-        tuple) is optional but recommended to best mimic behavior of browsers.
-
-        Note that if ``headers`` are supplied, the 'Content-Type' header will
-        be overwritten because it depends on the dynamic random boundary string
-        which is used to compose the body of the request. The random boundary
-        string can be explicitly set with the ``multipart_boundary`` parameter.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param fields:
-            Data to encode and send in the request body.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param encode_multipart:
-            If True, encode the ``fields`` using the multipart/form-data MIME
-            format.
-
-        :param multipart_boundary:
-            If not specified, then a random boundary will be generated using
-            :func:`urllib3.filepost.choose_boundary`.
-        """
-        if headers is None:
-            headers = self.headers
-
-        extra_kw: dict[str, typing.Any] = {"headers": HTTPHeaderDict(headers)}
-        body: bytes | str
-
-        if fields:
-            if "body" in urlopen_kw:
-                raise TypeError(
-                    "request got values for both 'fields' and 'body', can only specify one."
-                )
-
-            if encode_multipart:
-                body, content_type = encode_multipart_formdata(
-                    fields, boundary=multipart_boundary
-                )
-            else:
-                body, content_type = (
-                    urlencode(fields),  # type: ignore[arg-type]
-                    "application/x-www-form-urlencoded",
-                )
-
-            extra_kw["body"] = body
-            extra_kw["headers"].setdefault("Content-Type", content_type)
-
-        extra_kw.update(urlopen_kw)
-
-        return self.urlopen(method, url, **extra_kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
deleted file mode 100644
index 7442f2b84..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/_version.py
+++ /dev/null
@@ -1,4 +0,0 @@
-# This file is protected via CODEOWNERS
-from __future__ import annotations
-
-__version__ = "2.2.2"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
deleted file mode 100644
index 1b1627920..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connection.py
+++ /dev/null
@@ -1,929 +0,0 @@
-from __future__ import annotations
-
-import datetime
-import logging
-import os
-import re
-import socket
-import sys
-import typing
-import warnings
-from http.client import HTTPConnection as _HTTPConnection
-from http.client import HTTPException as HTTPException  # noqa: F401
-from http.client import ResponseNotReady
-from socket import timeout as SocketTimeout
-
-if typing.TYPE_CHECKING:
-    from .response import HTTPResponse
-    from .util.ssl_ import _TYPE_PEER_CERT_RET_DICT
-    from .util.ssltransport import SSLTransport
-
-from ._collections import HTTPHeaderDict
-from .util.response import assert_header_parsing
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT, Timeout
-from .util.util import to_str
-from .util.wait import wait_for_read
-
-try:  # Compiled with SSL?
-    import ssl
-
-    BaseSSLError = ssl.SSLError
-except (ImportError, AttributeError):
-    ssl = None  # type: ignore[assignment]
-
-    class BaseSSLError(BaseException):  # type: ignore[no-redef]
-        pass
-
-
-from ._base_connection import _TYPE_BODY
-from ._base_connection import ProxyConfig as ProxyConfig
-from ._base_connection import _ResponseOptions as _ResponseOptions
-from ._version import __version__
-from .exceptions import (
-    ConnectTimeoutError,
-    HeaderParsingError,
-    NameResolutionError,
-    NewConnectionError,
-    ProxyError,
-    SystemTimeWarning,
-)
-from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection, ssl_
-from .util.request import body_to_chunks
-from .util.ssl_ import assert_fingerprint as _assert_fingerprint
-from .util.ssl_ import (
-    create_urllib3_context,
-    is_ipaddress,
-    resolve_cert_reqs,
-    resolve_ssl_version,
-    ssl_wrap_socket,
-)
-from .util.ssl_match_hostname import CertificateError, match_hostname
-from .util.url import Url
-
-# Not a no-op, we're adding this to the namespace so it can be imported.
-ConnectionError = ConnectionError
-BrokenPipeError = BrokenPipeError
-
-
-log = logging.getLogger(__name__)
-
-port_by_scheme = {"http": 80, "https": 443}
-
-# When it comes time to update this value as a part of regular maintenance
-# (ie test_recent_date is failing) update it to ~6 months before the current date.
-RECENT_DATE = datetime.date(2023, 6, 1)
-
-_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
-
-_HAS_SYS_AUDIT = hasattr(sys, "audit")
-
-
-class HTTPConnection(_HTTPConnection):
-    """
-    Based on :class:`http.client.HTTPConnection` but provides an extra constructor
-    backwards-compatibility layer between older and newer Pythons.
-
-    Additional keyword parameters are used to configure attributes of the connection.
-    Accepted parameters include:
-
-    - ``source_address``: Set the source address for the current connection.
-    - ``socket_options``: Set specific options on the underlying socket. If not specified, then
-      defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
-      Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
-
-      For example, if you wish to enable TCP Keep Alive in addition to the defaults,
-      you might pass:
-
-      .. code-block:: python
-
-         HTTPConnection.default_socket_options + [
-             (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
-         ]
-
-      Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
-    """
-
-    default_port: typing.ClassVar[int] = port_by_scheme["http"]  # type: ignore[misc]
-
-    #: Disable Nagle's algorithm by default.
-    #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
-    default_socket_options: typing.ClassVar[connection._TYPE_SOCKET_OPTIONS] = [
-        (socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)
-    ]
-
-    #: Whether this connection verifies the host's certificate.
-    is_verified: bool = False
-
-    #: Whether this proxy connection verified the proxy host's certificate.
-    # If no proxy is currently connected to the value will be ``None``.
-    proxy_is_verified: bool | None = None
-
-    blocksize: int
-    source_address: tuple[str, int] | None
-    socket_options: connection._TYPE_SOCKET_OPTIONS | None
-
-    _has_connected_to_proxy: bool
-    _response_options: _ResponseOptions | None
-    _tunnel_host: str | None
-    _tunnel_port: int | None
-    _tunnel_scheme: str | None
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | (connection._TYPE_SOCKET_OPTIONS) = default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-    ) -> None:
-        super().__init__(
-            host=host,
-            port=port,
-            timeout=Timeout.resolve_default_timeout(timeout),
-            source_address=source_address,
-            blocksize=blocksize,
-        )
-        self.socket_options = socket_options
-        self.proxy = proxy
-        self.proxy_config = proxy_config
-
-        self._has_connected_to_proxy = False
-        self._response_options = None
-        self._tunnel_host: str | None = None
-        self._tunnel_port: int | None = None
-        self._tunnel_scheme: str | None = None
-
-    @property
-    def host(self) -> str:
-        """
-        Getter method to remove any trailing dots that indicate the hostname is an FQDN.
-
-        In general, SSL certificates don't include the trailing dot indicating a
-        fully-qualified domain name, and thus, they don't validate properly when
-        checked against a domain name that includes the dot. In addition, some
-        servers may not expect to receive the trailing dot when provided.
-
-        However, the hostname with trailing dot is critical to DNS resolution; doing a
-        lookup with the trailing dot will properly only resolve the appropriate FQDN,
-        whereas a lookup without a trailing dot will search the system's search domain
-        list. Thus, it's important to keep the original host around for use only in
-        those cases where it's appropriate (i.e., when doing DNS lookup to establish the
-        actual TCP connection across which we're going to send HTTP requests).
-        """
-        return self._dns_host.rstrip(".")
-
-    @host.setter
-    def host(self, value: str) -> None:
-        """
-        Setter for the `host` property.
-
-        We assume that only urllib3 uses the _dns_host attribute; httplib itself
-        only uses `host`, and it seems reasonable that other libraries follow suit.
-        """
-        self._dns_host = value
-
-    def _new_conn(self) -> socket.socket:
-        """Establish a socket connection and set nodelay settings on it.
-
-        :return: New socket connection.
-        """
-        try:
-            sock = connection.create_connection(
-                (self._dns_host, self.port),
-                self.timeout,
-                source_address=self.source_address,
-                socket_options=self.socket_options,
-            )
-        except socket.gaierror as e:
-            raise NameResolutionError(self.host, self, e) from e
-        except SocketTimeout as e:
-            raise ConnectTimeoutError(
-                self,
-                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-            ) from e
-
-        except OSError as e:
-            raise NewConnectionError(
-                self, f"Failed to establish a new connection: {e}"
-            ) from e
-
-        # Audit hooks are only available in Python 3.8+
-        if _HAS_SYS_AUDIT:
-            sys.audit("http.client.connect", self, self.host, self.port)
-
-        return sock
-
-    def set_tunnel(
-        self,
-        host: str,
-        port: int | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        scheme: str = "http",
-    ) -> None:
-        if scheme not in ("http", "https"):
-            raise ValueError(
-                f"Invalid proxy scheme for tunneling: {scheme!r}, must be either 'http' or 'https'"
-            )
-        super().set_tunnel(host, port=port, headers=headers)
-        self._tunnel_scheme = scheme
-
-    def connect(self) -> None:
-        self.sock = self._new_conn()
-        if self._tunnel_host:
-            # If we're tunneling it means we're connected to our proxy.
-            self._has_connected_to_proxy = True
-
-            # TODO: Fix tunnel so it doesn't depend on self.sock state.
-            self._tunnel()  # type: ignore[attr-defined]
-
-        # If there's a proxy to be connected to we are fully connected.
-        # This is set twice (once above and here) due to forwarding proxies
-        # not using tunnelling.
-        self._has_connected_to_proxy = bool(self.proxy)
-
-        if self._has_connected_to_proxy:
-            self.proxy_is_verified = False
-
-    @property
-    def is_closed(self) -> bool:
-        return self.sock is None
-
-    @property
-    def is_connected(self) -> bool:
-        if self.sock is None:
-            return False
-        return not wait_for_read(self.sock, timeout=0.0)
-
-    @property
-    def has_connected_to_proxy(self) -> bool:
-        return self._has_connected_to_proxy
-
-    @property
-    def proxy_is_forwarding(self) -> bool:
-        """
-        Return True if a forwarding proxy is configured, else return False
-        """
-        return bool(self.proxy) and self._tunnel_host is None
-
-    def close(self) -> None:
-        try:
-            super().close()
-        finally:
-            # Reset all stateful properties so connection
-            # can be re-used without leaking prior configs.
-            self.sock = None
-            self.is_verified = False
-            self.proxy_is_verified = None
-            self._has_connected_to_proxy = False
-            self._response_options = None
-            self._tunnel_host = None
-            self._tunnel_port = None
-            self._tunnel_scheme = None
-
-    def putrequest(
-        self,
-        method: str,
-        url: str,
-        skip_host: bool = False,
-        skip_accept_encoding: bool = False,
-    ) -> None:
-        """"""
-        # Empty docstring because the indentation of CPython's implementation
-        # is broken but we don't want this method in our documentation.
-        match = _CONTAINS_CONTROL_CHAR_RE.search(method)
-        if match:
-            raise ValueError(
-                f"Method cannot contain non-token characters {method!r} (found at least {match.group()!r})"
-            )
-
-        return super().putrequest(
-            method, url, skip_host=skip_host, skip_accept_encoding=skip_accept_encoding
-        )
-
-    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
-        """"""
-        if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
-            super().putheader(header, *values)
-        elif to_str(header.lower()) not in SKIPPABLE_HEADERS:
-            skippable_headers = "', '".join(
-                [str.title(header) for header in sorted(SKIPPABLE_HEADERS)]
-            )
-            raise ValueError(
-                f"urllib3.util.SKIP_HEADER only supports '{skippable_headers}'"
-            )
-
-    # `request` method's signature intentionally violates LSP.
-    # urllib3's API is different from `http.client.HTTPConnection` and the subclassing is only incidental.
-    def request(  # type: ignore[override]
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        *,
-        chunked: bool = False,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> None:
-        # Update the inner socket's timeout value to send the request.
-        # This only triggers if the connection is re-used.
-        if self.sock is not None:
-            self.sock.settimeout(self.timeout)
-
-        # Store these values to be fed into the HTTPResponse
-        # object later. TODO: Remove this in favor of a real
-        # HTTP lifecycle mechanism.
-
-        # We have to store these before we call .request()
-        # because sometimes we can still salvage a response
-        # off the wire even if we aren't able to completely
-        # send the request body.
-        self._response_options = _ResponseOptions(
-            request_method=method,
-            request_url=url,
-            preload_content=preload_content,
-            decode_content=decode_content,
-            enforce_content_length=enforce_content_length,
-        )
-
-        if headers is None:
-            headers = {}
-        header_keys = frozenset(to_str(k.lower()) for k in headers)
-        skip_accept_encoding = "accept-encoding" in header_keys
-        skip_host = "host" in header_keys
-        self.putrequest(
-            method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
-        )
-
-        # Transform the body into an iterable of sendall()-able chunks
-        # and detect if an explicit Content-Length is doable.
-        chunks_and_cl = body_to_chunks(body, method=method, blocksize=self.blocksize)
-        chunks = chunks_and_cl.chunks
-        content_length = chunks_and_cl.content_length
-
-        # When chunked is explicit set to 'True' we respect that.
-        if chunked:
-            if "transfer-encoding" not in header_keys:
-                self.putheader("Transfer-Encoding", "chunked")
-        else:
-            # Detect whether a framing mechanism is already in use. If so
-            # we respect that value, otherwise we pick chunked vs content-length
-            # depending on the type of 'body'.
-            if "content-length" in header_keys:
-                chunked = False
-            elif "transfer-encoding" in header_keys:
-                chunked = True
-
-            # Otherwise we go off the recommendation of 'body_to_chunks()'.
-            else:
-                chunked = False
-                if content_length is None:
-                    if chunks is not None:
-                        chunked = True
-                        self.putheader("Transfer-Encoding", "chunked")
-                else:
-                    self.putheader("Content-Length", str(content_length))
-
-        # Now that framing headers are out of the way we send all the other headers.
-        if "user-agent" not in header_keys:
-            self.putheader("User-Agent", _get_default_user_agent())
-        for header, value in headers.items():
-            self.putheader(header, value)
-        self.endheaders()
-
-        # If we're given a body we start sending that in chunks.
-        if chunks is not None:
-            for chunk in chunks:
-                # Sending empty chunks isn't allowed for TE: chunked
-                # as it indicates the end of the body.
-                if not chunk:
-                    continue
-                if isinstance(chunk, str):
-                    chunk = chunk.encode("utf-8")
-                if chunked:
-                    self.send(b"%x\r\n%b\r\n" % (len(chunk), chunk))
-                else:
-                    self.send(chunk)
-
-        # Regardless of whether we have a body or not, if we're in
-        # chunked mode we want to send an explicit empty chunk.
-        if chunked:
-            self.send(b"0\r\n\r\n")
-
-    def request_chunked(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-    ) -> None:
-        """
-        Alternative to the common request method, which sends the
-        body with chunked encoding and not as one block
-        """
-        warnings.warn(
-            "HTTPConnection.request_chunked() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead use HTTPConnection.request(..., chunked=True).",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        self.request(method, url, body=body, headers=headers, chunked=True)
-
-    def getresponse(  # type: ignore[override]
-        self,
-    ) -> HTTPResponse:
-        """
-        Get the response from the server.
-
-        If the HTTPConnection is in the correct state, returns an instance of HTTPResponse or of whatever object is returned by the response_class variable.
-
-        If a request has not been sent or if a previous response has not be handled, ResponseNotReady is raised. If the HTTP response indicates that the connection should be closed, then it will be closed before the response is returned. When the connection is closed, the underlying socket is closed.
-        """
-        # Raise the same error as http.client.HTTPConnection
-        if self._response_options is None:
-            raise ResponseNotReady()
-
-        # Reset this attribute for being used again.
-        resp_options = self._response_options
-        self._response_options = None
-
-        # Since the connection's timeout value may have been updated
-        # we need to set the timeout on the socket.
-        self.sock.settimeout(self.timeout)
-
-        # This is needed here to avoid circular import errors
-        from .response import HTTPResponse
-
-        # Get the response from http.client.HTTPConnection
-        httplib_response = super().getresponse()
-
-        try:
-            assert_header_parsing(httplib_response.msg)
-        except (HeaderParsingError, TypeError) as hpe:
-            log.warning(
-                "Failed to parse headers (url=%s): %s",
-                _url_from_connection(self, resp_options.request_url),
-                hpe,
-                exc_info=True,
-            )
-
-        headers = HTTPHeaderDict(httplib_response.msg.items())
-
-        response = HTTPResponse(
-            body=httplib_response,
-            headers=headers,
-            status=httplib_response.status,
-            version=httplib_response.version,
-            version_string=getattr(self, "_http_vsn_str", "HTTP/?"),
-            reason=httplib_response.reason,
-            preload_content=resp_options.preload_content,
-            decode_content=resp_options.decode_content,
-            original_response=httplib_response,
-            enforce_content_length=resp_options.enforce_content_length,
-            request_method=resp_options.request_method,
-            request_url=resp_options.request_url,
-        )
-        return response
-
-
-class HTTPSConnection(HTTPConnection):
-    """
-    Many of the parameters to this constructor are passed to the underlying SSL
-    socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
-    """
-
-    default_port = port_by_scheme["https"]  # type: ignore[misc]
-
-    cert_reqs: int | str | None = None
-    ca_certs: str | None = None
-    ca_cert_dir: str | None = None
-    ca_cert_data: None | str | bytes = None
-    ssl_version: int | str | None = None
-    ssl_minimum_version: int | None = None
-    ssl_maximum_version: int | None = None
-    assert_fingerprint: str | None = None
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | (connection._TYPE_SOCKET_OPTIONS) = HTTPConnection.default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-        cert_reqs: int | str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        server_hostname: str | None = None,
-        ssl_context: ssl.SSLContext | None = None,
-        ca_certs: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-        ssl_minimum_version: int | None = None,
-        ssl_maximum_version: int | None = None,
-        ssl_version: int | str | None = None,  # Deprecated
-        cert_file: str | None = None,
-        key_file: str | None = None,
-        key_password: str | None = None,
-    ) -> None:
-        super().__init__(
-            host,
-            port=port,
-            timeout=timeout,
-            source_address=source_address,
-            blocksize=blocksize,
-            socket_options=socket_options,
-            proxy=proxy,
-            proxy_config=proxy_config,
-        )
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.key_password = key_password
-        self.ssl_context = ssl_context
-        self.server_hostname = server_hostname
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-        # cert_reqs depends on ssl_context so calculate last.
-        if cert_reqs is None:
-            if self.ssl_context is not None:
-                cert_reqs = self.ssl_context.verify_mode
-            else:
-                cert_reqs = resolve_cert_reqs(None)
-        self.cert_reqs = cert_reqs
-
-    def set_cert(
-        self,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-    ) -> None:
-        """
-        This method should only be called once, before the connection is used.
-        """
-        warnings.warn(
-            "HTTPSConnection.set_cert() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead provide the parameters to the "
-            "HTTPSConnection constructor.",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-
-        # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
-        # have an SSLContext object in which case we'll use its verify_mode.
-        if cert_reqs is None:
-            if self.ssl_context is not None:
-                cert_reqs = self.ssl_context.verify_mode
-            else:
-                cert_reqs = resolve_cert_reqs(None)
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.cert_reqs = cert_reqs
-        self.key_password = key_password
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-    def connect(self) -> None:
-        sock: socket.socket | ssl.SSLSocket
-        self.sock = sock = self._new_conn()
-        server_hostname: str = self.host
-        tls_in_tls = False
-
-        # Do we need to establish a tunnel?
-        if self._tunnel_host is not None:
-            # We're tunneling to an HTTPS origin so need to do TLS-in-TLS.
-            if self._tunnel_scheme == "https":
-                # _connect_tls_proxy will verify and assign proxy_is_verified
-                self.sock = sock = self._connect_tls_proxy(self.host, sock)
-                tls_in_tls = True
-            elif self._tunnel_scheme == "http":
-                self.proxy_is_verified = False
-
-            # If we're tunneling it means we're connected to our proxy.
-            self._has_connected_to_proxy = True
-
-            self._tunnel()  # type: ignore[attr-defined]
-            # Override the host with the one we're requesting data from.
-            server_hostname = self._tunnel_host
-
-        if self.server_hostname is not None:
-            server_hostname = self.server_hostname
-
-        is_time_off = datetime.date.today() < RECENT_DATE
-        if is_time_off:
-            warnings.warn(
-                (
-                    f"System time is way off (before {RECENT_DATE}). This will probably "
-                    "lead to SSL verification errors"
-                ),
-                SystemTimeWarning,
-            )
-
-        # Remove trailing '.' from fqdn hostnames to allow certificate validation
-        server_hostname_rm_dot = server_hostname.rstrip(".")
-
-        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
-            sock=sock,
-            cert_reqs=self.cert_reqs,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            ca_cert_data=self.ca_cert_data,
-            cert_file=self.cert_file,
-            key_file=self.key_file,
-            key_password=self.key_password,
-            server_hostname=server_hostname_rm_dot,
-            ssl_context=self.ssl_context,
-            tls_in_tls=tls_in_tls,
-            assert_hostname=self.assert_hostname,
-            assert_fingerprint=self.assert_fingerprint,
-        )
-        self.sock = sock_and_verified.socket
-
-        # Forwarding proxies can never have a verified target since
-        # the proxy is the one doing the verification. Should instead
-        # use a CONNECT tunnel in order to verify the target.
-        # See: https://github.com/urllib3/urllib3/issues/3267.
-        if self.proxy_is_forwarding:
-            self.is_verified = False
-        else:
-            self.is_verified = sock_and_verified.is_verified
-
-        # If there's a proxy to be connected to we are fully connected.
-        # This is set twice (once above and here) due to forwarding proxies
-        # not using tunnelling.
-        self._has_connected_to_proxy = bool(self.proxy)
-
-        # Set `self.proxy_is_verified` unless it's already set while
-        # establishing a tunnel.
-        if self._has_connected_to_proxy and self.proxy_is_verified is None:
-            self.proxy_is_verified = sock_and_verified.is_verified
-
-    def _connect_tls_proxy(self, hostname: str, sock: socket.socket) -> ssl.SSLSocket:
-        """
-        Establish a TLS connection to the proxy using the provided SSL context.
-        """
-        # `_connect_tls_proxy` is called when self._tunnel_host is truthy.
-        proxy_config = typing.cast(ProxyConfig, self.proxy_config)
-        ssl_context = proxy_config.ssl_context
-        sock_and_verified = _ssl_wrap_socket_and_match_hostname(
-            sock,
-            cert_reqs=self.cert_reqs,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            ca_cert_data=self.ca_cert_data,
-            server_hostname=hostname,
-            ssl_context=ssl_context,
-            assert_hostname=proxy_config.assert_hostname,
-            assert_fingerprint=proxy_config.assert_fingerprint,
-            # Features that aren't implemented for proxies yet:
-            cert_file=None,
-            key_file=None,
-            key_password=None,
-            tls_in_tls=False,
-        )
-        self.proxy_is_verified = sock_and_verified.is_verified
-        return sock_and_verified.socket  # type: ignore[return-value]
-
-
-class _WrappedAndVerifiedSocket(typing.NamedTuple):
-    """
-    Wrapped socket and whether the connection is
-    verified after the TLS handshake
-    """
-
-    socket: ssl.SSLSocket | SSLTransport
-    is_verified: bool
-
-
-def _ssl_wrap_socket_and_match_hostname(
-    sock: socket.socket,
-    *,
-    cert_reqs: None | str | int,
-    ssl_version: None | str | int,
-    ssl_minimum_version: int | None,
-    ssl_maximum_version: int | None,
-    cert_file: str | None,
-    key_file: str | None,
-    key_password: str | None,
-    ca_certs: str | None,
-    ca_cert_dir: str | None,
-    ca_cert_data: None | str | bytes,
-    assert_hostname: None | str | typing.Literal[False],
-    assert_fingerprint: str | None,
-    server_hostname: str | None,
-    ssl_context: ssl.SSLContext | None,
-    tls_in_tls: bool = False,
-) -> _WrappedAndVerifiedSocket:
-    """Logic for constructing an SSLContext from all TLS parameters, passing
-    that down into ssl_wrap_socket, and then doing certificate verification
-    either via hostname or fingerprint. This function exists to guarantee
-    that both proxies and targets have the same behavior when connecting via TLS.
-    """
-    default_ssl_context = False
-    if ssl_context is None:
-        default_ssl_context = True
-        context = create_urllib3_context(
-            ssl_version=resolve_ssl_version(ssl_version),
-            ssl_minimum_version=ssl_minimum_version,
-            ssl_maximum_version=ssl_maximum_version,
-            cert_reqs=resolve_cert_reqs(cert_reqs),
-        )
-    else:
-        context = ssl_context
-
-    context.verify_mode = resolve_cert_reqs(cert_reqs)
-
-    # In some cases, we want to verify hostnames ourselves
-    if (
-        # `ssl` can't verify fingerprints or alternate hostnames
-        assert_fingerprint
-        or assert_hostname
-        # assert_hostname can be set to False to disable hostname checking
-        or assert_hostname is False
-        # We still support OpenSSL 1.0.2, which prevents us from verifying
-        # hostnames easily: https://github.com/pyca/pyopenssl/pull/933
-        or ssl_.IS_PYOPENSSL
-        or not ssl_.HAS_NEVER_CHECK_COMMON_NAME
-    ):
-        context.check_hostname = False
-
-    # Try to load OS default certs if none are given. We need to do the hasattr() check
-    # for custom pyOpenSSL SSLContext objects because they don't support
-    # load_default_certs().
-    if (
-        not ca_certs
-        and not ca_cert_dir
-        and not ca_cert_data
-        and default_ssl_context
-        and hasattr(context, "load_default_certs")
-    ):
-        context.load_default_certs()
-
-    # Ensure that IPv6 addresses are in the proper format and don't have a
-    # scope ID. Python's SSL module fails to recognize scoped IPv6 addresses
-    # and interprets them as DNS hostnames.
-    if server_hostname is not None:
-        normalized = server_hostname.strip("[]")
-        if "%" in normalized:
-            normalized = normalized[: normalized.rfind("%")]
-        if is_ipaddress(normalized):
-            server_hostname = normalized
-
-    ssl_sock = ssl_wrap_socket(
-        sock=sock,
-        keyfile=key_file,
-        certfile=cert_file,
-        key_password=key_password,
-        ca_certs=ca_certs,
-        ca_cert_dir=ca_cert_dir,
-        ca_cert_data=ca_cert_data,
-        server_hostname=server_hostname,
-        ssl_context=context,
-        tls_in_tls=tls_in_tls,
-    )
-
-    try:
-        if assert_fingerprint:
-            _assert_fingerprint(
-                ssl_sock.getpeercert(binary_form=True), assert_fingerprint
-            )
-        elif (
-            context.verify_mode != ssl.CERT_NONE
-            and not context.check_hostname
-            and assert_hostname is not False
-        ):
-            cert: _TYPE_PEER_CERT_RET_DICT = ssl_sock.getpeercert()  # type: ignore[assignment]
-
-            # Need to signal to our match_hostname whether to use 'commonName' or not.
-            # If we're using our own constructed SSLContext we explicitly set 'False'
-            # because PyPy hard-codes 'True' from SSLContext.hostname_checks_common_name.
-            if default_ssl_context:
-                hostname_checks_common_name = False
-            else:
-                hostname_checks_common_name = (
-                    getattr(context, "hostname_checks_common_name", False) or False
-                )
-
-            _match_hostname(
-                cert,
-                assert_hostname or server_hostname,  # type: ignore[arg-type]
-                hostname_checks_common_name,
-            )
-
-        return _WrappedAndVerifiedSocket(
-            socket=ssl_sock,
-            is_verified=context.verify_mode == ssl.CERT_REQUIRED
-            or bool(assert_fingerprint),
-        )
-    except BaseException:
-        ssl_sock.close()
-        raise
-
-
-def _match_hostname(
-    cert: _TYPE_PEER_CERT_RET_DICT | None,
-    asserted_hostname: str,
-    hostname_checks_common_name: bool = False,
-) -> None:
-    # Our upstream implementation of ssl.match_hostname()
-    # only applies this normalization to IP addresses so it doesn't
-    # match DNS SANs so we do the same thing!
-    stripped_hostname = asserted_hostname.strip("[]")
-    if is_ipaddress(stripped_hostname):
-        asserted_hostname = stripped_hostname
-
-    try:
-        match_hostname(cert, asserted_hostname, hostname_checks_common_name)
-    except CertificateError as e:
-        log.warning(
-            "Certificate did not match expected hostname: %s. Certificate: %s",
-            asserted_hostname,
-            cert,
-        )
-        # Add cert to exception and reraise so client code can inspect
-        # the cert when catching the exception, if they want to
-        e._peer_cert = cert  # type: ignore[attr-defined]
-        raise
-
-
-def _wrap_proxy_error(err: Exception, proxy_scheme: str | None) -> ProxyError:
-    # Look for the phrase 'wrong version number', if found
-    # then we should warn the user that we're very sure that
-    # this proxy is HTTP-only and they have a configuration issue.
-    error_normalized = " ".join(re.split("[^a-z]", str(err).lower()))
-    is_likely_http_proxy = (
-        "wrong version number" in error_normalized
-        or "unknown protocol" in error_normalized
-        or "record layer failure" in error_normalized
-    )
-    http_proxy_warning = (
-        ". Your proxy appears to only use HTTP and not HTTPS, "
-        "try changing your proxy URL to be HTTP. See: "
-        "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
-        "#https-proxy-error-http-proxy"
-    )
-    new_err = ProxyError(
-        f"Unable to connect to proxy"
-        f"{http_proxy_warning if is_likely_http_proxy and proxy_scheme == 'https' else ''}",
-        err,
-    )
-    new_err.__cause__ = err
-    return new_err
-
-
-def _get_default_user_agent() -> str:
-    return f"python-urllib3/{__version__}"
-
-
-class DummyConnection:
-    """Used to detect a failed ConnectionCls import."""
-
-
-if not ssl:
-    HTTPSConnection = DummyConnection  # type: ignore[misc, assignment] # noqa: F811
-
-
-VerifiedHTTPSConnection = HTTPSConnection
-
-
-def _url_from_connection(
-    conn: HTTPConnection | HTTPSConnection, path: str | None = None
-) -> str:
-    """Returns the URL from a given connection. This is mainly used for testing and logging."""
-
-    scheme = "https" if isinstance(conn, HTTPSConnection) else "http"
-
-    return Url(scheme=scheme, host=conn.host, port=conn.port, path=path).url
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
deleted file mode 100644
index a2c3cf609..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/connectionpool.py
+++ /dev/null
@@ -1,1182 +0,0 @@
-from __future__ import annotations
-
-import errno
-import logging
-import queue
-import sys
-import typing
-import warnings
-import weakref
-from socket import timeout as SocketTimeout
-from types import TracebackType
-
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from ._request_methods import RequestMethods
-from .connection import (
-    BaseSSLError,
-    BrokenPipeError,
-    DummyConnection,
-    HTTPConnection,
-    HTTPException,
-    HTTPSConnection,
-    ProxyConfig,
-    _wrap_proxy_error,
-)
-from .connection import port_by_scheme as port_by_scheme
-from .exceptions import (
-    ClosedPoolError,
-    EmptyPoolError,
-    FullPoolError,
-    HostChangedError,
-    InsecureRequestWarning,
-    LocationValueError,
-    MaxRetryError,
-    NewConnectionError,
-    ProtocolError,
-    ProxyError,
-    ReadTimeoutError,
-    SSLError,
-    TimeoutError,
-)
-from .response import BaseHTTPResponse
-from .util.connection import is_connection_dropped
-from .util.proxy import connection_requires_http_tunnel
-from .util.request import _TYPE_BODY_POSITION, set_file_position
-from .util.retry import Retry
-from .util.ssl_match_hostname import CertificateError
-from .util.timeout import _DEFAULT_TIMEOUT, _TYPE_DEFAULT, Timeout
-from .util.url import Url, _encode_target
-from .util.url import _normalize_host as normalize_host
-from .util.url import parse_url
-from .util.util import to_str
-
-if typing.TYPE_CHECKING:
-    import ssl
-
-    from typing_extensions import Self
-
-    from ._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-log = logging.getLogger(__name__)
-
-_TYPE_TIMEOUT = typing.Union[Timeout, float, _TYPE_DEFAULT, None]
-
-
-# Pool objects
-class ConnectionPool:
-    """
-    Base class for all connection pools, such as
-    :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
-
-    .. note::
-       ConnectionPool.urlopen() does not normalize or percent-encode target URIs
-       which is useful if your target server doesn't support percent-encoded
-       target URIs.
-    """
-
-    scheme: str | None = None
-    QueueCls = queue.LifoQueue
-
-    def __init__(self, host: str, port: int | None = None) -> None:
-        if not host:
-            raise LocationValueError("No host specified.")
-
-        self.host = _normalize_host(host, scheme=self.scheme)
-        self.port = port
-
-        # This property uses 'normalize_host()' (not '_normalize_host()')
-        # to avoid removing square braces around IPv6 addresses.
-        # This value is sent to `HTTPConnection.set_tunnel()` if called
-        # because square braces are required for HTTP CONNECT tunneling.
-        self._tunnel_host = normalize_host(host, scheme=self.scheme).lower()
-
-    def __str__(self) -> str:
-        return f"{type(self).__name__}(host={self.host!r}, port={self.port!r})"
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: TracebackType | None,
-    ) -> typing.Literal[False]:
-        self.close()
-        # Return False to re-raise any potential exceptions
-        return False
-
-    def close(self) -> None:
-        """
-        Close all pooled connections and disable the pool.
-        """
-
-
-# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
-_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
-
-
-class HTTPConnectionPool(ConnectionPool, RequestMethods):
-    """
-    Thread-safe connection pool for one host.
-
-    :param host:
-        Host used for this HTTP Connection (e.g. "localhost"), passed into
-        :class:`http.client.HTTPConnection`.
-
-    :param port:
-        Port used for this HTTP Connection (None is equivalent to 80), passed
-        into :class:`http.client.HTTPConnection`.
-
-    :param timeout:
-        Socket timeout in seconds for each individual connection. This can
-        be a float or integer, which sets the timeout for the HTTP request,
-        or an instance of :class:`urllib3.util.Timeout` which gives you more
-        fine-grained control over request timeouts. After the constructor has
-        been parsed, this is always a `urllib3.util.Timeout` object.
-
-    :param maxsize:
-        Number of connections to save that can be reused. More than 1 is useful
-        in multithreaded situations. If ``block`` is set to False, more
-        connections will be created but they will not be saved once they've
-        been used.
-
-    :param block:
-        If set to True, no more than ``maxsize`` connections will be used at
-        a time. When no free connections are available, the call will block
-        until a connection has been released. This is a useful side effect for
-        particular multithreaded situations where one does not want to use more
-        than maxsize connections per host to prevent flooding.
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-
-    :param retries:
-        Retry configuration to use by default with requests in this pool.
-
-    :param _proxy:
-        Parsed proxy URL, should not be used directly, instead, see
-        :class:`urllib3.ProxyManager`
-
-    :param _proxy_headers:
-        A dictionary with proxy headers, should not be used directly,
-        instead, see :class:`urllib3.ProxyManager`
-
-    :param \\**conn_kw:
-        Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
-        :class:`urllib3.connection.HTTPSConnection` instances.
-    """
-
-    scheme = "http"
-    ConnectionCls: (
-        type[BaseHTTPConnection] | type[BaseHTTPSConnection]
-    ) = HTTPConnection
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
-        maxsize: int = 1,
-        block: bool = False,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        _proxy: Url | None = None,
-        _proxy_headers: typing.Mapping[str, str] | None = None,
-        _proxy_config: ProxyConfig | None = None,
-        **conn_kw: typing.Any,
-    ):
-        ConnectionPool.__init__(self, host, port)
-        RequestMethods.__init__(self, headers)
-
-        if not isinstance(timeout, Timeout):
-            timeout = Timeout.from_float(timeout)
-
-        if retries is None:
-            retries = Retry.DEFAULT
-
-        self.timeout = timeout
-        self.retries = retries
-
-        self.pool: queue.LifoQueue[typing.Any] | None = self.QueueCls(maxsize)
-        self.block = block
-
-        self.proxy = _proxy
-        self.proxy_headers = _proxy_headers or {}
-        self.proxy_config = _proxy_config
-
-        # Fill the queue up so that doing get() on it will block properly
-        for _ in range(maxsize):
-            self.pool.put(None)
-
-        # These are mostly for testing and debugging purposes.
-        self.num_connections = 0
-        self.num_requests = 0
-        self.conn_kw = conn_kw
-
-        if self.proxy:
-            # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
-            # We cannot know if the user has added default socket options, so we cannot replace the
-            # list.
-            self.conn_kw.setdefault("socket_options", [])
-
-            self.conn_kw["proxy"] = self.proxy
-            self.conn_kw["proxy_config"] = self.proxy_config
-
-        # Do not pass 'self' as callback to 'finalize'.
-        # Then the 'finalize' would keep an endless living (leak) to self.
-        # By just passing a reference to the pool allows the garbage collector
-        # to free self if nobody else has a reference to it.
-        pool = self.pool
-
-        # Close all the HTTPConnections in the pool before the
-        # HTTPConnectionPool object is garbage collected.
-        weakref.finalize(self, _close_pool_connections, pool)
-
-    def _new_conn(self) -> BaseHTTPConnection:
-        """
-        Return a fresh :class:`HTTPConnection`.
-        """
-        self.num_connections += 1
-        log.debug(
-            "Starting new HTTP connection (%d): %s:%s",
-            self.num_connections,
-            self.host,
-            self.port or "80",
-        )
-
-        conn = self.ConnectionCls(
-            host=self.host,
-            port=self.port,
-            timeout=self.timeout.connect_timeout,
-            **self.conn_kw,
-        )
-        return conn
-
-    def _get_conn(self, timeout: float | None = None) -> BaseHTTPConnection:
-        """
-        Get a connection. Will return a pooled connection if one is available.
-
-        If no connections are available and :prop:`.block` is ``False``, then a
-        fresh connection is returned.
-
-        :param timeout:
-            Seconds to wait before giving up and raising
-            :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
-            :prop:`.block` is ``True``.
-        """
-        conn = None
-
-        if self.pool is None:
-            raise ClosedPoolError(self, "Pool is closed.")
-
-        try:
-            conn = self.pool.get(block=self.block, timeout=timeout)
-
-        except AttributeError:  # self.pool is None
-            raise ClosedPoolError(self, "Pool is closed.") from None  # Defensive:
-
-        except queue.Empty:
-            if self.block:
-                raise EmptyPoolError(
-                    self,
-                    "Pool is empty and a new connection can't be opened due to blocking mode.",
-                ) from None
-            pass  # Oh well, we'll create a new connection then
-
-        # If this is a persistent connection, check if it got disconnected
-        if conn and is_connection_dropped(conn):
-            log.debug("Resetting dropped connection: %s", self.host)
-            conn.close()
-
-        return conn or self._new_conn()
-
-    def _put_conn(self, conn: BaseHTTPConnection | None) -> None:
-        """
-        Put a connection back into the pool.
-
-        :param conn:
-            Connection object for the current host and port as returned by
-            :meth:`._new_conn` or :meth:`._get_conn`.
-
-        If the pool is already full, the connection is closed and discarded
-        because we exceeded maxsize. If connections are discarded frequently,
-        then maxsize should be increased.
-
-        If the pool is closed, then the connection will be closed and discarded.
-        """
-        if self.pool is not None:
-            try:
-                self.pool.put(conn, block=False)
-                return  # Everything is dandy, done.
-            except AttributeError:
-                # self.pool is None.
-                pass
-            except queue.Full:
-                # Connection never got put back into the pool, close it.
-                if conn:
-                    conn.close()
-
-                if self.block:
-                    # This should never happen if you got the conn from self._get_conn
-                    raise FullPoolError(
-                        self,
-                        "Pool reached maximum size and no more connections are allowed.",
-                    ) from None
-
-                log.warning(
-                    "Connection pool is full, discarding connection: %s. Connection pool size: %s",
-                    self.host,
-                    self.pool.qsize(),
-                )
-
-        # Connection never got put back into the pool, close it.
-        if conn:
-            conn.close()
-
-    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
-        """
-        Called right before a request is made, after the socket is created.
-        """
-
-    def _prepare_proxy(self, conn: BaseHTTPConnection) -> None:
-        # Nothing to do for HTTP connections.
-        pass
-
-    def _get_timeout(self, timeout: _TYPE_TIMEOUT) -> Timeout:
-        """Helper that always returns a :class:`urllib3.util.Timeout`"""
-        if timeout is _DEFAULT_TIMEOUT:
-            return self.timeout.clone()
-
-        if isinstance(timeout, Timeout):
-            return timeout.clone()
-        else:
-            # User passed us an int/float. This is for backwards compatibility,
-            # can be removed later
-            return Timeout.from_float(timeout)
-
-    def _raise_timeout(
-        self,
-        err: BaseSSLError | OSError | SocketTimeout,
-        url: str,
-        timeout_value: _TYPE_TIMEOUT | None,
-    ) -> None:
-        """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
-
-        if isinstance(err, SocketTimeout):
-            raise ReadTimeoutError(
-                self, url, f"Read timed out. (read timeout={timeout_value})"
-            ) from err
-
-        # See the above comment about EAGAIN in Python 3.
-        if hasattr(err, "errno") and err.errno in _blocking_errnos:
-            raise ReadTimeoutError(
-                self, url, f"Read timed out. (read timeout={timeout_value})"
-            ) from err
-
-    def _make_request(
-        self,
-        conn: BaseHTTPConnection,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | None = None,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        chunked: bool = False,
-        response_conn: BaseHTTPConnection | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> BaseHTTPResponse:
-        """
-        Perform a request on a given urllib connection object taken from our
-        pool.
-
-        :param conn:
-            a connection from one of our connection pools
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param retries:
-            Configure the number of retries to allow before raising a
-            :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-            Pass ``None`` to retry until you receive a response. Pass a
-            :class:`~urllib3.util.retry.Retry` object for fine-grained control
-            over different types of retries.
-            Pass an integer number to retry connection errors that many times,
-            but no other types of errors. Pass zero to never retry.
-
-            If ``False``, then retries are disabled and any exception is raised
-            immediately. Also, instead of raising a MaxRetryError on redirects,
-            the redirect response will be returned.
-
-        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-        :param timeout:
-            If specified, overrides the default timeout for this one
-            request. It may be a float (in seconds) or an instance of
-            :class:`urllib3.util.Timeout`.
-
-        :param chunked:
-            If True, urllib3 will send the body using chunked transfer
-            encoding. Otherwise, urllib3 will send the body using the standard
-            content-length form. Defaults to False.
-
-        :param response_conn:
-            Set this to ``None`` if you will handle releasing the connection or
-            set the connection to have the response release it.
-
-        :param preload_content:
-          If True, the response's body will be preloaded during construction.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param enforce_content_length:
-            Enforce content length checking. Body returned by server must match
-            value of Content-Length header, if present. Otherwise, raise error.
-        """
-        self.num_requests += 1
-
-        timeout_obj = self._get_timeout(timeout)
-        timeout_obj.start_connect()
-        conn.timeout = Timeout.resolve_default_timeout(timeout_obj.connect_timeout)
-
-        try:
-            # Trigger any extra validation we need to do.
-            try:
-                self._validate_conn(conn)
-            except (SocketTimeout, BaseSSLError) as e:
-                self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
-                raise
-
-        # _validate_conn() starts the connection to an HTTPS proxy
-        # so we need to wrap errors with 'ProxyError' here too.
-        except (
-            OSError,
-            NewConnectionError,
-            TimeoutError,
-            BaseSSLError,
-            CertificateError,
-            SSLError,
-        ) as e:
-            new_e: Exception = e
-            if isinstance(e, (BaseSSLError, CertificateError)):
-                new_e = SSLError(e)
-            # If the connection didn't successfully connect to it's proxy
-            # then there
-            if isinstance(
-                new_e, (OSError, NewConnectionError, TimeoutError, SSLError)
-            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
-                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
-            raise new_e
-
-        # conn.request() calls http.client.*.request, not the method in
-        # urllib3.request. It also calls makefile (recv) on the socket.
-        try:
-            conn.request(
-                method,
-                url,
-                body=body,
-                headers=headers,
-                chunked=chunked,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                enforce_content_length=enforce_content_length,
-            )
-
-        # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
-        # legitimately able to close the connection after sending a valid response.
-        # With this behaviour, the received response is still readable.
-        except BrokenPipeError:
-            pass
-        except OSError as e:
-            # MacOS/Linux
-            # EPROTOTYPE and ECONNRESET are needed on macOS
-            # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
-            # Condition changed later to emit ECONNRESET instead of only EPROTOTYPE.
-            if e.errno != errno.EPROTOTYPE and e.errno != errno.ECONNRESET:
-                raise
-
-        # Reset the timeout for the recv() on the socket
-        read_timeout = timeout_obj.read_timeout
-
-        if not conn.is_closed:
-            # In Python 3 socket.py will catch EAGAIN and return None when you
-            # try and read into the file pointer created by http.client, which
-            # instead raises a BadStatusLine exception. Instead of catching
-            # the exception and assuming all BadStatusLine exceptions are read
-            # timeouts, check for a zero timeout before making the request.
-            if read_timeout == 0:
-                raise ReadTimeoutError(
-                    self, url, f"Read timed out. (read timeout={read_timeout})"
-                )
-            conn.timeout = read_timeout
-
-        # Receive the response from the server
-        try:
-            response = conn.getresponse()
-        except (BaseSSLError, OSError) as e:
-            self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
-            raise
-
-        # Set properties that are used by the pooling layer.
-        response.retries = retries
-        response._connection = response_conn  # type: ignore[attr-defined]
-        response._pool = self  # type: ignore[attr-defined]
-
-        log.debug(
-            '%s://%s:%s "%s %s HTTP/%s" %s %s',
-            self.scheme,
-            self.host,
-            self.port,
-            method,
-            url,
-            response.version,
-            response.status,
-            response.length_remaining,
-        )
-
-        return response
-
-    def close(self) -> None:
-        """
-        Close all pooled connections and disable the pool.
-        """
-        if self.pool is None:
-            return
-        # Disable access to the pool
-        old_pool, self.pool = self.pool, None
-
-        # Close all the HTTPConnections in the pool.
-        _close_pool_connections(old_pool)
-
-    def is_same_host(self, url: str) -> bool:
-        """
-        Check if the given ``url`` is a member of the same host as this
-        connection pool.
-        """
-        if url.startswith("/"):
-            return True
-
-        # TODO: Add optional support for socket.gethostbyname checking.
-        scheme, _, host, port, *_ = parse_url(url)
-        scheme = scheme or "http"
-        if host is not None:
-            host = _normalize_host(host, scheme=scheme)
-
-        # Use explicit default port for comparison when none is given
-        if self.port and not port:
-            port = port_by_scheme.get(scheme)
-        elif not self.port and port == port_by_scheme.get(scheme):
-            port = None
-
-        return (scheme, host, port) == (self.scheme, self.host, self.port)
-
-    def urlopen(  # type: ignore[override]
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        redirect: bool = True,
-        assert_same_host: bool = True,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        pool_timeout: int | None = None,
-        release_conn: bool | None = None,
-        chunked: bool = False,
-        body_pos: _TYPE_BODY_POSITION | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        **response_kw: typing.Any,
-    ) -> BaseHTTPResponse:
-        """
-        Get a connection from the pool and perform an HTTP request. This is the
-        lowest level call for making a request, so you'll need to specify all
-        the raw details.
-
-        .. note::
-
-           More commonly, it's appropriate to use a convenience method
-           such as :meth:`request`.
-
-        .. note::
-
-           `release_conn` will only behave as expected if
-           `preload_content=False` because we want to make
-           `preload_content=False` the default behaviour someday soon without
-           breaking backwards compatibility.
-
-        :param method:
-            HTTP request method (such as GET, POST, PUT, etc.)
-
-        :param url:
-            The URL to perform the request on.
-
-        :param body:
-            Data to send in the request body, either :class:`str`, :class:`bytes`,
-            an iterable of :class:`str`/:class:`bytes`, or a file-like object.
-
-        :param headers:
-            Dictionary of custom headers to send, such as User-Agent,
-            If-None-Match, etc. If None, pool headers are used. If provided,
-            these headers completely replace any pool-specific headers.
-
-        :param retries:
-            Configure the number of retries to allow before raising a
-            :class:`~urllib3.exceptions.MaxRetryError` exception.
-
-            If ``None`` (default) will retry 3 times, see ``Retry.DEFAULT``. Pass a
-            :class:`~urllib3.util.retry.Retry` object for fine-grained control
-            over different types of retries.
-            Pass an integer number to retry connection errors that many times,
-            but no other types of errors. Pass zero to never retry.
-
-            If ``False``, then retries are disabled and any exception is raised
-            immediately. Also, instead of raising a MaxRetryError on redirects,
-            the redirect response will be returned.
-
-        :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
-
-        :param redirect:
-            If True, automatically handle redirects (status codes 301, 302,
-            303, 307, 308). Each redirect counts as a retry. Disabling retries
-            will disable redirect, too.
-
-        :param assert_same_host:
-            If ``True``, will make sure that the host of the pool requests is
-            consistent else will raise HostChangedError. When ``False``, you can
-            use the pool on an HTTP proxy and request foreign hosts.
-
-        :param timeout:
-            If specified, overrides the default timeout for this one
-            request. It may be a float (in seconds) or an instance of
-            :class:`urllib3.util.Timeout`.
-
-        :param pool_timeout:
-            If set and the pool is set to block=True, then this method will
-            block for ``pool_timeout`` seconds and raise EmptyPoolError if no
-            connection is available within the time period.
-
-        :param bool preload_content:
-            If True, the response's body will be preloaded into memory.
-
-        :param bool decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param release_conn:
-            If False, then the urlopen call will not release the connection
-            back into the pool once a response is received (but will release if
-            you read the entire contents of the response such as when
-            `preload_content=True`). This is useful if you're not preloading
-            the response's content immediately. You will need to call
-            ``r.release_conn()`` on the response ``r`` to return the connection
-            back into the pool. If None, it takes the value of ``preload_content``
-            which defaults to ``True``.
-
-        :param bool chunked:
-            If True, urllib3 will send the body using chunked transfer
-            encoding. Otherwise, urllib3 will send the body using the standard
-            content-length form. Defaults to False.
-
-        :param int body_pos:
-            Position to seek to in file-like body in the event of a retry or
-            redirect. Typically this won't need to be set because urllib3 will
-            auto-populate the value when needed.
-        """
-        parsed_url = parse_url(url)
-        destination_scheme = parsed_url.scheme
-
-        if headers is None:
-            headers = self.headers
-
-        if not isinstance(retries, Retry):
-            retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
-
-        if release_conn is None:
-            release_conn = preload_content
-
-        # Check host
-        if assert_same_host and not self.is_same_host(url):
-            raise HostChangedError(self, url, retries)
-
-        # Ensure that the URL we're connecting to is properly encoded
-        if url.startswith("/"):
-            url = to_str(_encode_target(url))
-        else:
-            url = to_str(parsed_url.url)
-
-        conn = None
-
-        # Track whether `conn` needs to be released before
-        # returning/raising/recursing. Update this variable if necessary, and
-        # leave `release_conn` constant throughout the function. That way, if
-        # the function recurses, the original value of `release_conn` will be
-        # passed down into the recursive call, and its value will be respected.
-        #
-        # See issue #651 [1] for details.
-        #
-        # [1] <https://github.com/urllib3/urllib3/issues/651>
-        release_this_conn = release_conn
-
-        http_tunnel_required = connection_requires_http_tunnel(
-            self.proxy, self.proxy_config, destination_scheme
-        )
-
-        # Merge the proxy headers. Only done when not using HTTP CONNECT. We
-        # have to copy the headers dict so we can safely change it without those
-        # changes being reflected in anyone else's copy.
-        if not http_tunnel_required:
-            headers = headers.copy()  # type: ignore[attr-defined]
-            headers.update(self.proxy_headers)  # type: ignore[union-attr]
-
-        # Must keep the exception bound to a separate variable or else Python 3
-        # complains about UnboundLocalError.
-        err = None
-
-        # Keep track of whether we cleanly exited the except block. This
-        # ensures we do proper cleanup in finally.
-        clean_exit = False
-
-        # Rewind body position, if needed. Record current position
-        # for future rewinds in the event of a redirect/retry.
-        body_pos = set_file_position(body, body_pos)
-
-        try:
-            # Request a connection from the queue.
-            timeout_obj = self._get_timeout(timeout)
-            conn = self._get_conn(timeout=pool_timeout)
-
-            conn.timeout = timeout_obj.connect_timeout  # type: ignore[assignment]
-
-            # Is this a closed/new connection that requires CONNECT tunnelling?
-            if self.proxy is not None and http_tunnel_required and conn.is_closed:
-                try:
-                    self._prepare_proxy(conn)
-                except (BaseSSLError, OSError, SocketTimeout) as e:
-                    self._raise_timeout(
-                        err=e, url=self.proxy.url, timeout_value=conn.timeout
-                    )
-                    raise
-
-            # If we're going to release the connection in ``finally:``, then
-            # the response doesn't need to know about the connection. Otherwise
-            # it will also try to release it and we'll have a double-release
-            # mess.
-            response_conn = conn if not release_conn else None
-
-            # Make the request on the HTTPConnection object
-            response = self._make_request(
-                conn,
-                method,
-                url,
-                timeout=timeout_obj,
-                body=body,
-                headers=headers,
-                chunked=chunked,
-                retries=retries,
-                response_conn=response_conn,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-            # Everything went great!
-            clean_exit = True
-
-        except EmptyPoolError:
-            # Didn't get a connection from the pool, no need to clean up
-            clean_exit = True
-            release_this_conn = False
-            raise
-
-        except (
-            TimeoutError,
-            HTTPException,
-            OSError,
-            ProtocolError,
-            BaseSSLError,
-            SSLError,
-            CertificateError,
-            ProxyError,
-        ) as e:
-            # Discard the connection for these exceptions. It will be
-            # replaced during the next _get_conn() call.
-            clean_exit = False
-            new_e: Exception = e
-            if isinstance(e, (BaseSSLError, CertificateError)):
-                new_e = SSLError(e)
-            if isinstance(
-                new_e,
-                (
-                    OSError,
-                    NewConnectionError,
-                    TimeoutError,
-                    SSLError,
-                    HTTPException,
-                ),
-            ) and (conn and conn.proxy and not conn.has_connected_to_proxy):
-                new_e = _wrap_proxy_error(new_e, conn.proxy.scheme)
-            elif isinstance(new_e, (OSError, HTTPException)):
-                new_e = ProtocolError("Connection aborted.", new_e)
-
-            retries = retries.increment(
-                method, url, error=new_e, _pool=self, _stacktrace=sys.exc_info()[2]
-            )
-            retries.sleep()
-
-            # Keep track of the error for the retry warning.
-            err = e
-
-        finally:
-            if not clean_exit:
-                # We hit some kind of exception, handled or otherwise. We need
-                # to throw the connection away unless explicitly told not to.
-                # Close the connection, set the variable to None, and make sure
-                # we put the None back in the pool to avoid leaking it.
-                if conn:
-                    conn.close()
-                    conn = None
-                release_this_conn = True
-
-            if release_this_conn:
-                # Put the connection back to be reused. If the connection is
-                # expired then it will be None, which will get replaced with a
-                # fresh connection during _get_conn.
-                self._put_conn(conn)
-
-        if not conn:
-            # Try again
-            log.warning(
-                "Retrying (%r) after connection broken by '%r': %s", retries, err, url
-            )
-            return self.urlopen(
-                method,
-                url,
-                body,
-                headers,
-                retries,
-                redirect,
-                assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        # Handle redirect?
-        redirect_location = redirect and response.get_redirect_location()
-        if redirect_location:
-            if response.status == 303:
-                # Change the method according to RFC 9110, Section 15.4.4.
-                method = "GET"
-                # And lose the body not to transfer anything sensitive.
-                body = None
-                headers = HTTPHeaderDict(headers)._prepare_for_method_change()
-
-            try:
-                retries = retries.increment(method, url, response=response, _pool=self)
-            except MaxRetryError:
-                if retries.raise_on_redirect:
-                    response.drain_conn()
-                    raise
-                return response
-
-            response.drain_conn()
-            retries.sleep_for_retry(response)
-            log.debug("Redirecting %s -> %s", url, redirect_location)
-            return self.urlopen(
-                method,
-                redirect_location,
-                body,
-                headers,
-                retries=retries,
-                redirect=redirect,
-                assert_same_host=assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        # Check if we should retry the HTTP response.
-        has_retry_after = bool(response.headers.get("Retry-After"))
-        if retries.is_retry(method, response.status, has_retry_after):
-            try:
-                retries = retries.increment(method, url, response=response, _pool=self)
-            except MaxRetryError:
-                if retries.raise_on_status:
-                    response.drain_conn()
-                    raise
-                return response
-
-            response.drain_conn()
-            retries.sleep(response)
-            log.debug("Retry: %s", url)
-            return self.urlopen(
-                method,
-                url,
-                body,
-                headers,
-                retries=retries,
-                redirect=redirect,
-                assert_same_host=assert_same_host,
-                timeout=timeout,
-                pool_timeout=pool_timeout,
-                release_conn=release_conn,
-                chunked=chunked,
-                body_pos=body_pos,
-                preload_content=preload_content,
-                decode_content=decode_content,
-                **response_kw,
-            )
-
-        return response
-
-
-class HTTPSConnectionPool(HTTPConnectionPool):
-    """
-    Same as :class:`.HTTPConnectionPool`, but HTTPS.
-
-    :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
-    ``assert_hostname`` and ``host`` in this order to verify connections.
-    If ``assert_hostname`` is False, no verification is done.
-
-    The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
-    ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
-    is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
-    the connection socket into an SSL socket.
-    """
-
-    scheme = "https"
-    ConnectionCls: type[BaseHTTPSConnection] = HTTPSConnection
-
-    def __init__(
-        self,
-        host: str,
-        port: int | None = None,
-        timeout: _TYPE_TIMEOUT | None = _DEFAULT_TIMEOUT,
-        maxsize: int = 1,
-        block: bool = False,
-        headers: typing.Mapping[str, str] | None = None,
-        retries: Retry | bool | int | None = None,
-        _proxy: Url | None = None,
-        _proxy_headers: typing.Mapping[str, str] | None = None,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        ssl_version: int | str | None = None,
-        ssl_minimum_version: ssl.TLSVersion | None = None,
-        ssl_maximum_version: ssl.TLSVersion | None = None,
-        assert_hostname: str | typing.Literal[False] | None = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        **conn_kw: typing.Any,
-    ) -> None:
-        super().__init__(
-            host,
-            port,
-            timeout,
-            maxsize,
-            block,
-            headers,
-            retries,
-            _proxy,
-            _proxy_headers,
-            **conn_kw,
-        )
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.cert_reqs = cert_reqs
-        self.key_password = key_password
-        self.ca_certs = ca_certs
-        self.ca_cert_dir = ca_cert_dir
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-
-    def _prepare_proxy(self, conn: HTTPSConnection) -> None:  # type: ignore[override]
-        """Establishes a tunnel connection through HTTP CONNECT."""
-        if self.proxy and self.proxy.scheme == "https":
-            tunnel_scheme = "https"
-        else:
-            tunnel_scheme = "http"
-
-        conn.set_tunnel(
-            scheme=tunnel_scheme,
-            host=self._tunnel_host,
-            port=self.port,
-            headers=self.proxy_headers,
-        )
-        conn.connect()
-
-    def _new_conn(self) -> BaseHTTPSConnection:
-        """
-        Return a fresh :class:`urllib3.connection.HTTPConnection`.
-        """
-        self.num_connections += 1
-        log.debug(
-            "Starting new HTTPS connection (%d): %s:%s",
-            self.num_connections,
-            self.host,
-            self.port or "443",
-        )
-
-        if not self.ConnectionCls or self.ConnectionCls is DummyConnection:  # type: ignore[comparison-overlap]
-            raise ImportError(
-                "Can't connect to HTTPS URL because the SSL module is not available."
-            )
-
-        actual_host: str = self.host
-        actual_port = self.port
-        if self.proxy is not None and self.proxy.host is not None:
-            actual_host = self.proxy.host
-            actual_port = self.proxy.port
-
-        return self.ConnectionCls(
-            host=actual_host,
-            port=actual_port,
-            timeout=self.timeout.connect_timeout,
-            cert_file=self.cert_file,
-            key_file=self.key_file,
-            key_password=self.key_password,
-            cert_reqs=self.cert_reqs,
-            ca_certs=self.ca_certs,
-            ca_cert_dir=self.ca_cert_dir,
-            assert_hostname=self.assert_hostname,
-            assert_fingerprint=self.assert_fingerprint,
-            ssl_version=self.ssl_version,
-            ssl_minimum_version=self.ssl_minimum_version,
-            ssl_maximum_version=self.ssl_maximum_version,
-            **self.conn_kw,
-        )
-
-    def _validate_conn(self, conn: BaseHTTPConnection) -> None:
-        """
-        Called right before a request is made, after the socket is created.
-        """
-        super()._validate_conn(conn)
-
-        # Force connect early to allow us to validate the connection.
-        if conn.is_closed:
-            conn.connect()
-
-        # TODO revise this, see https://github.com/urllib3/urllib3/issues/2791
-        if not conn.is_verified and not conn.proxy_is_verified:
-            warnings.warn(
-                (
-                    f"Unverified HTTPS request is being made to host '{conn.host}'. "
-                    "Adding certificate verification is strongly advised. See: "
-                    "https://urllib3.readthedocs.io/en/latest/advanced-usage.html"
-                    "#tls-warnings"
-                ),
-                InsecureRequestWarning,
-            )
-
-
-def connection_from_url(url: str, **kw: typing.Any) -> HTTPConnectionPool:
-    """
-    Given a url, return an :class:`.ConnectionPool` instance of its host.
-
-    This is a shortcut for not having to parse out the scheme, host, and port
-    of the url before creating an :class:`.ConnectionPool` instance.
-
-    :param url:
-        Absolute URL string that must include the scheme. Port is optional.
-
-    :param \\**kw:
-        Passes additional parameters to the constructor of the appropriate
-        :class:`.ConnectionPool`. Useful for specifying things like
-        timeout, maxsize, headers, etc.
-
-    Example::
-
-        >>> conn = connection_from_url('http://google.com/')
-        >>> r = conn.request('GET', '/')
-    """
-    scheme, _, host, port, *_ = parse_url(url)
-    scheme = scheme or "http"
-    port = port or port_by_scheme.get(scheme, 80)
-    if scheme == "https":
-        return HTTPSConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
-    else:
-        return HTTPConnectionPool(host, port=port, **kw)  # type: ignore[arg-type]
-
-
-@typing.overload
-def _normalize_host(host: None, scheme: str | None) -> None:
-    ...
-
-
-@typing.overload
-def _normalize_host(host: str, scheme: str | None) -> str:
-    ...
-
-
-def _normalize_host(host: str | None, scheme: str | None) -> str | None:
-    """
-    Normalize hosts for comparisons and use with sockets.
-    """
-
-    host = normalize_host(host, scheme)
-
-    # httplib doesn't like it when we include brackets in IPv6 addresses
-    # Specifically, if we include brackets but also pass the port then
-    # httplib crazily doubles up the square brackets on the Host header.
-    # Instead, we need to make sure we never pass ``None`` as the port.
-    # However, for backward compatibility reasons we can't actually
-    # *assert* that.  See http://bugs.python.org/issue28539
-    if host and host.startswith("[") and host.endswith("]"):
-        host = host[1:-1]
-    return host
-
-
-def _url_from_pool(
-    pool: HTTPConnectionPool | HTTPSConnectionPool, path: str | None = None
-) -> str:
-    """Returns the URL from a given connection pool. This is mainly used for testing and logging."""
-    return Url(scheme=pool.scheme, host=pool.host, port=pool.port, path=path).url
-
-
-def _close_pool_connections(pool: queue.LifoQueue[typing.Any]) -> None:
-    """Drains a queue of connections and closes each one."""
-    try:
-        while True:
-            conn = pool.get(block=False)
-            if conn:
-                conn.close()
-    except queue.Empty:
-        pass  # Done.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
deleted file mode 100644
index 8a3c5bebd..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/__init__.py
+++ /dev/null
@@ -1,16 +0,0 @@
-from __future__ import annotations
-
-import urllib3.connection
-
-from ...connectionpool import HTTPConnectionPool, HTTPSConnectionPool
-from .connection import EmscriptenHTTPConnection, EmscriptenHTTPSConnection
-
-
-def inject_into_urllib3() -> None:
-    # override connection classes to use emscripten specific classes
-    # n.b. mypy complains about the overriding of classes below
-    # if it isn't ignored
-    HTTPConnectionPool.ConnectionCls = EmscriptenHTTPConnection
-    HTTPSConnectionPool.ConnectionCls = EmscriptenHTTPSConnection
-    urllib3.connection.HTTPConnection = EmscriptenHTTPConnection  # type: ignore[misc,assignment]
-    urllib3.connection.HTTPSConnection = EmscriptenHTTPSConnection  # type: ignore[misc,assignment]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
deleted file mode 100644
index 2ceb4579e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/connection.py
+++ /dev/null
@@ -1,254 +0,0 @@
-from __future__ import annotations
-
-import os
-import typing
-
-# use http.client.HTTPException for consistency with non-emscripten
-from http.client import HTTPException as HTTPException  # noqa: F401
-from http.client import ResponseNotReady
-
-from ..._base_connection import _TYPE_BODY
-from ...connection import HTTPConnection, ProxyConfig, port_by_scheme
-from ...exceptions import TimeoutError
-from ...response import BaseHTTPResponse
-from ...util.connection import _TYPE_SOCKET_OPTIONS
-from ...util.timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-from ...util.url import Url
-from .fetch import _RequestError, _TimeoutError, send_request, send_streaming_request
-from .request import EmscriptenRequest
-from .response import EmscriptenHttpResponseWrapper, EmscriptenResponse
-
-if typing.TYPE_CHECKING:
-    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-
-class EmscriptenHTTPConnection:
-    default_port: typing.ClassVar[int] = port_by_scheme["http"]
-    default_socket_options: typing.ClassVar[_TYPE_SOCKET_OPTIONS]
-
-    timeout: None | (float)
-
-    host: str
-    port: int
-    blocksize: int
-    source_address: tuple[str, int] | None
-    socket_options: _TYPE_SOCKET_OPTIONS | None
-
-    proxy: Url | None
-    proxy_config: ProxyConfig | None
-
-    is_verified: bool = False
-    proxy_is_verified: bool | None = None
-
-    _response: EmscriptenResponse | None
-
-    def __init__(
-        self,
-        host: str,
-        port: int = 0,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 8192,
-        socket_options: _TYPE_SOCKET_OPTIONS | None = None,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-    ) -> None:
-        self.host = host
-        self.port = port
-        self.timeout = timeout if isinstance(timeout, float) else 0.0
-        self.scheme = "http"
-        self._closed = True
-        self._response = None
-        # ignore these things because we don't
-        # have control over that stuff
-        self.proxy = None
-        self.proxy_config = None
-        self.blocksize = blocksize
-        self.source_address = None
-        self.socket_options = None
-        self.is_verified = False
-
-    def set_tunnel(
-        self,
-        host: str,
-        port: int | None = 0,
-        headers: typing.Mapping[str, str] | None = None,
-        scheme: str = "http",
-    ) -> None:
-        pass
-
-    def connect(self) -> None:
-        pass
-
-    def request(
-        self,
-        method: str,
-        url: str,
-        body: _TYPE_BODY | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        # We know *at least* botocore is depending on the order of the
-        # first 3 parameters so to be safe we only mark the later ones
-        # as keyword-only to ensure we have space to extend.
-        *,
-        chunked: bool = False,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        enforce_content_length: bool = True,
-    ) -> None:
-        self._closed = False
-        if url.startswith("/"):
-            # no scheme / host / port included, make a full url
-            url = f"{self.scheme}://{self.host}:{self.port}" + url
-        request = EmscriptenRequest(
-            url=url,
-            method=method,
-            timeout=self.timeout if self.timeout else 0,
-            decode_content=decode_content,
-        )
-        request.set_body(body)
-        if headers:
-            for k, v in headers.items():
-                request.set_header(k, v)
-        self._response = None
-        try:
-            if not preload_content:
-                self._response = send_streaming_request(request)
-            if self._response is None:
-                self._response = send_request(request)
-        except _TimeoutError as e:
-            raise TimeoutError(e.message) from e
-        except _RequestError as e:
-            raise HTTPException(e.message) from e
-
-    def getresponse(self) -> BaseHTTPResponse:
-        if self._response is not None:
-            return EmscriptenHttpResponseWrapper(
-                internal_response=self._response,
-                url=self._response.request.url,
-                connection=self,
-            )
-        else:
-            raise ResponseNotReady()
-
-    def close(self) -> None:
-        self._closed = True
-        self._response = None
-
-    @property
-    def is_closed(self) -> bool:
-        """Whether the connection either is brand new or has been previously closed.
-        If this property is True then both ``is_connected`` and ``has_connected_to_proxy``
-        properties must be False.
-        """
-        return self._closed
-
-    @property
-    def is_connected(self) -> bool:
-        """Whether the connection is actively connected to any origin (proxy or target)"""
-        return True
-
-    @property
-    def has_connected_to_proxy(self) -> bool:
-        """Whether the connection has successfully connected to its proxy.
-        This returns False if no proxy is in use. Used to determine whether
-        errors are coming from the proxy layer or from tunnelling to the target origin.
-        """
-        return False
-
-
-class EmscriptenHTTPSConnection(EmscriptenHTTPConnection):
-    default_port = port_by_scheme["https"]
-    # all this is basically ignored, as browser handles https
-    cert_reqs: int | str | None = None
-    ca_certs: str | None = None
-    ca_cert_dir: str | None = None
-    ca_cert_data: None | str | bytes = None
-    cert_file: str | None
-    key_file: str | None
-    key_password: str | None
-    ssl_context: typing.Any | None
-    ssl_version: int | str | None = None
-    ssl_minimum_version: int | None = None
-    ssl_maximum_version: int | None = None
-    assert_hostname: None | str | typing.Literal[False]
-    assert_fingerprint: str | None = None
-
-    def __init__(
-        self,
-        host: str,
-        port: int = 0,
-        *,
-        timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        source_address: tuple[str, int] | None = None,
-        blocksize: int = 16384,
-        socket_options: None
-        | _TYPE_SOCKET_OPTIONS = HTTPConnection.default_socket_options,
-        proxy: Url | None = None,
-        proxy_config: ProxyConfig | None = None,
-        cert_reqs: int | str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        server_hostname: str | None = None,
-        ssl_context: typing.Any | None = None,
-        ca_certs: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-        ssl_minimum_version: int | None = None,
-        ssl_maximum_version: int | None = None,
-        ssl_version: int | str | None = None,  # Deprecated
-        cert_file: str | None = None,
-        key_file: str | None = None,
-        key_password: str | None = None,
-    ) -> None:
-        super().__init__(
-            host,
-            port=port,
-            timeout=timeout,
-            source_address=source_address,
-            blocksize=blocksize,
-            socket_options=socket_options,
-            proxy=proxy,
-            proxy_config=proxy_config,
-        )
-        self.scheme = "https"
-
-        self.key_file = key_file
-        self.cert_file = cert_file
-        self.key_password = key_password
-        self.ssl_context = ssl_context
-        self.server_hostname = server_hostname
-        self.assert_hostname = assert_hostname
-        self.assert_fingerprint = assert_fingerprint
-        self.ssl_version = ssl_version
-        self.ssl_minimum_version = ssl_minimum_version
-        self.ssl_maximum_version = ssl_maximum_version
-        self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
-        self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
-        self.ca_cert_data = ca_cert_data
-
-        self.cert_reqs = None
-
-        # The browser will automatically verify all requests.
-        # We have no control over that setting.
-        self.is_verified = True
-
-    def set_cert(
-        self,
-        key_file: str | None = None,
-        cert_file: str | None = None,
-        cert_reqs: int | str | None = None,
-        key_password: str | None = None,
-        ca_certs: str | None = None,
-        assert_hostname: None | str | typing.Literal[False] = None,
-        assert_fingerprint: str | None = None,
-        ca_cert_dir: str | None = None,
-        ca_cert_data: None | str | bytes = None,
-    ) -> None:
-        pass
-
-
-# verify that this class implements BaseHTTP(s) connection correctly
-if typing.TYPE_CHECKING:
-    _supports_http_protocol: BaseHTTPConnection = EmscriptenHTTPConnection("", 0)
-    _supports_https_protocol: BaseHTTPSConnection = EmscriptenHTTPSConnection("", 0)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
deleted file mode 100644
index 243b86222..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/emscripten_fetch_worker.js
+++ /dev/null
@@ -1,110 +0,0 @@
-let Status = {
-  SUCCESS_HEADER: -1,
-  SUCCESS_EOF: -2,
-  ERROR_TIMEOUT: -3,
-  ERROR_EXCEPTION: -4,
-};
-
-let connections = {};
-let nextConnectionID = 1;
-const encoder = new TextEncoder();
-
-self.addEventListener("message", async function (event) {
-  if (event.data.close) {
-    let connectionID = event.data.close;
-    delete connections[connectionID];
-    return;
-  } else if (event.data.getMore) {
-    let connectionID = event.data.getMore;
-    let { curOffset, value, reader, intBuffer, byteBuffer } =
-      connections[connectionID];
-    // if we still have some in buffer, then just send it back straight away
-    if (!value || curOffset >= value.length) {
-      // read another buffer if required
-      try {
-        let readResponse = await reader.read();
-
-        if (readResponse.done) {
-          // read everything - clear connection and return
-          delete connections[connectionID];
-          Atomics.store(intBuffer, 0, Status.SUCCESS_EOF);
-          Atomics.notify(intBuffer, 0);
-          // finished reading successfully
-          // return from event handler
-          return;
-        }
-        curOffset = 0;
-        connections[connectionID].value = readResponse.value;
-        value = readResponse.value;
-      } catch (error) {
-        console.log("Request exception:", error);
-        let errorBytes = encoder.encode(error.message);
-        let written = errorBytes.length;
-        byteBuffer.set(errorBytes);
-        intBuffer[1] = written;
-        Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
-        Atomics.notify(intBuffer, 0);
-      }
-    }
-
-    // send as much buffer as we can
-    let curLen = value.length - curOffset;
-    if (curLen > byteBuffer.length) {
-      curLen = byteBuffer.length;
-    }
-    byteBuffer.set(value.subarray(curOffset, curOffset + curLen), 0);
-
-    Atomics.store(intBuffer, 0, curLen); // store current length in bytes
-    Atomics.notify(intBuffer, 0);
-    curOffset += curLen;
-    connections[connectionID].curOffset = curOffset;
-
-    return;
-  } else {
-    // start fetch
-    let connectionID = nextConnectionID;
-    nextConnectionID += 1;
-    const intBuffer = new Int32Array(event.data.buffer);
-    const byteBuffer = new Uint8Array(event.data.buffer, 8);
-    try {
-      const response = await fetch(event.data.url, event.data.fetchParams);
-      // return the headers first via textencoder
-      var headers = [];
-      for (const pair of response.headers.entries()) {
-        headers.push([pair[0], pair[1]]);
-      }
-      let headerObj = {
-        headers: headers,
-        status: response.status,
-        connectionID,
-      };
-      const headerText = JSON.stringify(headerObj);
-      let headerBytes = encoder.encode(headerText);
-      let written = headerBytes.length;
-      byteBuffer.set(headerBytes);
-      intBuffer[1] = written;
-      // make a connection
-      connections[connectionID] = {
-        reader: response.body.getReader(),
-        intBuffer: intBuffer,
-        byteBuffer: byteBuffer,
-        value: undefined,
-        curOffset: 0,
-      };
-      // set header ready
-      Atomics.store(intBuffer, 0, Status.SUCCESS_HEADER);
-      Atomics.notify(intBuffer, 0);
-      // all fetching after this goes through a new postmessage call with getMore
-      // this allows for parallel requests
-    } catch (error) {
-      console.log("Request exception:", error);
-      let errorBytes = encoder.encode(error.message);
-      let written = errorBytes.length;
-      byteBuffer.set(errorBytes);
-      intBuffer[1] = written;
-      Atomics.store(intBuffer, 0, Status.ERROR_EXCEPTION);
-      Atomics.notify(intBuffer, 0);
-    }
-  }
-});
-self.postMessage({ inited: true });
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
deleted file mode 100644
index 8d197ea1e..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/fetch.py
+++ /dev/null
@@ -1,418 +0,0 @@
-"""
-Support for streaming http requests in emscripten.
-
-A few caveats -
-
-Firstly, you can't do streaming http in the main UI thread, because atomics.wait isn't allowed.
-Streaming only works if you're running pyodide in a web worker.
-
-Secondly, this uses an extra web worker and SharedArrayBuffer to do the asynchronous fetch
-operation, so it requires that you have crossOriginIsolation enabled, by serving over https
-(or from localhost) with the two headers below set:
-
-    Cross-Origin-Opener-Policy: same-origin
-    Cross-Origin-Embedder-Policy: require-corp
-
-You can tell if cross origin isolation is successfully enabled by looking at the global crossOriginIsolated variable in
-javascript console. If it isn't, streaming requests will fallback to XMLHttpRequest, i.e. getting the whole
-request into a buffer and then returning it. it shows a warning in the javascript console in this case.
-
-Finally, the webworker which does the streaming fetch is created on initial import, but will only be started once
-control is returned to javascript. Call `await wait_for_streaming_ready()` to wait for streaming fetch.
-
-NB: in this code, there are a lot of javascript objects. They are named js_*
-to make it clear what type of object they are.
-"""
-from __future__ import annotations
-
-import io
-import json
-from email.parser import Parser
-from importlib.resources import files
-from typing import TYPE_CHECKING, Any
-
-import js  # type: ignore[import-not-found]
-from pyodide.ffi import (  # type: ignore[import-not-found]
-    JsArray,
-    JsException,
-    JsProxy,
-    to_js,
-)
-
-if TYPE_CHECKING:
-    from typing_extensions import Buffer
-
-from .request import EmscriptenRequest
-from .response import EmscriptenResponse
-
-"""
-There are some headers that trigger unintended CORS preflight requests.
-See also https://github.com/koenvo/pyodide-http/issues/22
-"""
-HEADERS_TO_IGNORE = ("user-agent",)
-
-SUCCESS_HEADER = -1
-SUCCESS_EOF = -2
-ERROR_TIMEOUT = -3
-ERROR_EXCEPTION = -4
-
-_STREAMING_WORKER_CODE = (
-    files(__package__)
-    .joinpath("emscripten_fetch_worker.js")
-    .read_text(encoding="utf-8")
-)
-
-
-class _RequestError(Exception):
-    def __init__(
-        self,
-        message: str | None = None,
-        *,
-        request: EmscriptenRequest | None = None,
-        response: EmscriptenResponse | None = None,
-    ):
-        self.request = request
-        self.response = response
-        self.message = message
-        super().__init__(self.message)
-
-
-class _StreamingError(_RequestError):
-    pass
-
-
-class _TimeoutError(_RequestError):
-    pass
-
-
-def _obj_from_dict(dict_val: dict[str, Any]) -> JsProxy:
-    return to_js(dict_val, dict_converter=js.Object.fromEntries)
-
-
-class _ReadStream(io.RawIOBase):
-    def __init__(
-        self,
-        int_buffer: JsArray,
-        byte_buffer: JsArray,
-        timeout: float,
-        worker: JsProxy,
-        connection_id: int,
-        request: EmscriptenRequest,
-    ):
-        self.int_buffer = int_buffer
-        self.byte_buffer = byte_buffer
-        self.read_pos = 0
-        self.read_len = 0
-        self.connection_id = connection_id
-        self.worker = worker
-        self.timeout = int(1000 * timeout) if timeout > 0 else None
-        self.is_live = True
-        self._is_closed = False
-        self.request: EmscriptenRequest | None = request
-
-    def __del__(self) -> None:
-        self.close()
-
-    # this is compatible with _base_connection
-    def is_closed(self) -> bool:
-        return self._is_closed
-
-    # for compatibility with RawIOBase
-    @property
-    def closed(self) -> bool:
-        return self.is_closed()
-
-    def close(self) -> None:
-        if not self.is_closed():
-            self.read_len = 0
-            self.read_pos = 0
-            self.int_buffer = None
-            self.byte_buffer = None
-            self._is_closed = True
-            self.request = None
-            if self.is_live:
-                self.worker.postMessage(_obj_from_dict({"close": self.connection_id}))
-                self.is_live = False
-            super().close()
-
-    def readable(self) -> bool:
-        return True
-
-    def writable(self) -> bool:
-        return False
-
-    def seekable(self) -> bool:
-        return False
-
-    def readinto(self, byte_obj: Buffer) -> int:
-        if not self.int_buffer:
-            raise _StreamingError(
-                "No buffer for stream in _ReadStream.readinto",
-                request=self.request,
-                response=None,
-            )
-        if self.read_len == 0:
-            # wait for the worker to send something
-            js.Atomics.store(self.int_buffer, 0, ERROR_TIMEOUT)
-            self.worker.postMessage(_obj_from_dict({"getMore": self.connection_id}))
-            if (
-                js.Atomics.wait(self.int_buffer, 0, ERROR_TIMEOUT, self.timeout)
-                == "timed-out"
-            ):
-                raise _TimeoutError
-            data_len = self.int_buffer[0]
-            if data_len > 0:
-                self.read_len = data_len
-                self.read_pos = 0
-            elif data_len == ERROR_EXCEPTION:
-                string_len = self.int_buffer[1]
-                # decode the error string
-                js_decoder = js.TextDecoder.new()
-                json_str = js_decoder.decode(self.byte_buffer.slice(0, string_len))
-                raise _StreamingError(
-                    f"Exception thrown in fetch: {json_str}",
-                    request=self.request,
-                    response=None,
-                )
-            else:
-                # EOF, free the buffers and return zero
-                # and free the request
-                self.is_live = False
-                self.close()
-                return 0
-        # copy from int32array to python bytes
-        ret_length = min(self.read_len, len(memoryview(byte_obj)))
-        subarray = self.byte_buffer.subarray(
-            self.read_pos, self.read_pos + ret_length
-        ).to_py()
-        memoryview(byte_obj)[0:ret_length] = subarray
-        self.read_len -= ret_length
-        self.read_pos += ret_length
-        return ret_length
-
-
-class _StreamingFetcher:
-    def __init__(self) -> None:
-        # make web-worker and data buffer on startup
-        self.streaming_ready = False
-
-        js_data_blob = js.Blob.new(
-            [_STREAMING_WORKER_CODE], _obj_from_dict({"type": "application/javascript"})
-        )
-
-        def promise_resolver(js_resolve_fn: JsProxy, js_reject_fn: JsProxy) -> None:
-            def onMsg(e: JsProxy) -> None:
-                self.streaming_ready = True
-                js_resolve_fn(e)
-
-            def onErr(e: JsProxy) -> None:
-                js_reject_fn(e)  # Defensive: never happens in ci
-
-            self.js_worker.onmessage = onMsg
-            self.js_worker.onerror = onErr
-
-        js_data_url = js.URL.createObjectURL(js_data_blob)
-        self.js_worker = js.globalThis.Worker.new(js_data_url)
-        self.js_worker_ready_promise = js.globalThis.Promise.new(promise_resolver)
-
-    def send(self, request: EmscriptenRequest) -> EmscriptenResponse:
-        headers = {
-            k: v for k, v in request.headers.items() if k not in HEADERS_TO_IGNORE
-        }
-
-        body = request.body
-        fetch_data = {"headers": headers, "body": to_js(body), "method": request.method}
-        # start the request off in the worker
-        timeout = int(1000 * request.timeout) if request.timeout > 0 else None
-        js_shared_buffer = js.SharedArrayBuffer.new(1048576)
-        js_int_buffer = js.Int32Array.new(js_shared_buffer)
-        js_byte_buffer = js.Uint8Array.new(js_shared_buffer, 8)
-
-        js.Atomics.store(js_int_buffer, 0, ERROR_TIMEOUT)
-        js.Atomics.notify(js_int_buffer, 0)
-        js_absolute_url = js.URL.new(request.url, js.location).href
-        self.js_worker.postMessage(
-            _obj_from_dict(
-                {
-                    "buffer": js_shared_buffer,
-                    "url": js_absolute_url,
-                    "fetchParams": fetch_data,
-                }
-            )
-        )
-        # wait for the worker to send something
-        js.Atomics.wait(js_int_buffer, 0, ERROR_TIMEOUT, timeout)
-        if js_int_buffer[0] == ERROR_TIMEOUT:
-            raise _TimeoutError(
-                "Timeout connecting to streaming request",
-                request=request,
-                response=None,
-            )
-        elif js_int_buffer[0] == SUCCESS_HEADER:
-            # got response
-            # header length is in second int of intBuffer
-            string_len = js_int_buffer[1]
-            # decode the rest to a JSON string
-            js_decoder = js.TextDecoder.new()
-            # this does a copy (the slice) because decode can't work on shared array
-            # for some silly reason
-            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
-            # get it as an object
-            response_obj = json.loads(json_str)
-            return EmscriptenResponse(
-                request=request,
-                status_code=response_obj["status"],
-                headers=response_obj["headers"],
-                body=_ReadStream(
-                    js_int_buffer,
-                    js_byte_buffer,
-                    request.timeout,
-                    self.js_worker,
-                    response_obj["connectionID"],
-                    request,
-                ),
-            )
-        elif js_int_buffer[0] == ERROR_EXCEPTION:
-            string_len = js_int_buffer[1]
-            # decode the error string
-            js_decoder = js.TextDecoder.new()
-            json_str = js_decoder.decode(js_byte_buffer.slice(0, string_len))
-            raise _StreamingError(
-                f"Exception thrown in fetch: {json_str}", request=request, response=None
-            )
-        else:
-            raise _StreamingError(
-                f"Unknown status from worker in fetch: {js_int_buffer[0]}",
-                request=request,
-                response=None,
-            )
-
-
-# check if we are in a worker or not
-def is_in_browser_main_thread() -> bool:
-    return hasattr(js, "window") and hasattr(js, "self") and js.self == js.window
-
-
-def is_cross_origin_isolated() -> bool:
-    return hasattr(js, "crossOriginIsolated") and js.crossOriginIsolated
-
-
-def is_in_node() -> bool:
-    return (
-        hasattr(js, "process")
-        and hasattr(js.process, "release")
-        and hasattr(js.process.release, "name")
-        and js.process.release.name == "node"
-    )
-
-
-def is_worker_available() -> bool:
-    return hasattr(js, "Worker") and hasattr(js, "Blob")
-
-
-_fetcher: _StreamingFetcher | None = None
-
-if is_worker_available() and (
-    (is_cross_origin_isolated() and not is_in_browser_main_thread())
-    and (not is_in_node())
-):
-    _fetcher = _StreamingFetcher()
-else:
-    _fetcher = None
-
-
-def send_streaming_request(request: EmscriptenRequest) -> EmscriptenResponse | None:
-    if _fetcher and streaming_ready():
-        return _fetcher.send(request)
-    else:
-        _show_streaming_warning()
-        return None
-
-
-_SHOWN_TIMEOUT_WARNING = False
-
-
-def _show_timeout_warning() -> None:
-    global _SHOWN_TIMEOUT_WARNING
-    if not _SHOWN_TIMEOUT_WARNING:
-        _SHOWN_TIMEOUT_WARNING = True
-        message = "Warning: Timeout is not available on main browser thread"
-        js.console.warn(message)
-
-
-_SHOWN_STREAMING_WARNING = False
-
-
-def _show_streaming_warning() -> None:
-    global _SHOWN_STREAMING_WARNING
-    if not _SHOWN_STREAMING_WARNING:
-        _SHOWN_STREAMING_WARNING = True
-        message = "Can't stream HTTP requests because: \n"
-        if not is_cross_origin_isolated():
-            message += "  Page is not cross-origin isolated\n"
-        if is_in_browser_main_thread():
-            message += "  Python is running in main browser thread\n"
-        if not is_worker_available():
-            message += " Worker or Blob classes are not available in this environment."  # Defensive: this is always False in browsers that we test in
-        if streaming_ready() is False:
-            message += """ Streaming fetch worker isn't ready. If you want to be sure that streaming fetch
-is working, you need to call: 'await urllib3.contrib.emscripten.fetch.wait_for_streaming_ready()`"""
-        from js import console
-
-        console.warn(message)
-
-
-def send_request(request: EmscriptenRequest) -> EmscriptenResponse:
-    try:
-        js_xhr = js.XMLHttpRequest.new()
-
-        if not is_in_browser_main_thread():
-            js_xhr.responseType = "arraybuffer"
-            if request.timeout:
-                js_xhr.timeout = int(request.timeout * 1000)
-        else:
-            js_xhr.overrideMimeType("text/plain; charset=ISO-8859-15")
-            if request.timeout:
-                # timeout isn't available on the main thread - show a warning in console
-                # if it is set
-                _show_timeout_warning()
-
-        js_xhr.open(request.method, request.url, False)
-        for name, value in request.headers.items():
-            if name.lower() not in HEADERS_TO_IGNORE:
-                js_xhr.setRequestHeader(name, value)
-
-        js_xhr.send(to_js(request.body))
-
-        headers = dict(Parser().parsestr(js_xhr.getAllResponseHeaders()))
-
-        if not is_in_browser_main_thread():
-            body = js_xhr.response.to_py().tobytes()
-        else:
-            body = js_xhr.response.encode("ISO-8859-15")
-        return EmscriptenResponse(
-            status_code=js_xhr.status, headers=headers, body=body, request=request
-        )
-    except JsException as err:
-        if err.name == "TimeoutError":
-            raise _TimeoutError(err.message, request=request)
-        elif err.name == "NetworkError":
-            raise _RequestError(err.message, request=request)
-        else:
-            # general http error
-            raise _RequestError(err.message, request=request)
-
-
-def streaming_ready() -> bool | None:
-    if _fetcher:
-        return _fetcher.streaming_ready
-    else:
-        return None  # no fetcher, return None to signify that
-
-
-async def wait_for_streaming_ready() -> bool:
-    if _fetcher:
-        await _fetcher.js_worker_ready_promise
-        return True
-    else:
-        return False
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
deleted file mode 100644
index e692e692b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/request.py
+++ /dev/null
@@ -1,22 +0,0 @@
-from __future__ import annotations
-
-from dataclasses import dataclass, field
-
-from ..._base_connection import _TYPE_BODY
-
-
-@dataclass
-class EmscriptenRequest:
-    method: str
-    url: str
-    params: dict[str, str] | None = None
-    body: _TYPE_BODY | None = None
-    headers: dict[str, str] = field(default_factory=dict)
-    timeout: float = 0
-    decode_content: bool = True
-
-    def set_header(self, name: str, value: str) -> None:
-        self.headers[name.capitalize()] = value
-
-    def set_body(self, body: _TYPE_BODY | None) -> None:
-        self.body = body
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
deleted file mode 100644
index cd3d80e43..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/emscripten/response.py
+++ /dev/null
@@ -1,285 +0,0 @@
-from __future__ import annotations
-
-import json as _json
-import logging
-import typing
-from contextlib import contextmanager
-from dataclasses import dataclass
-from http.client import HTTPException as HTTPException
-from io import BytesIO, IOBase
-
-from ...exceptions import InvalidHeader, TimeoutError
-from ...response import BaseHTTPResponse
-from ...util.retry import Retry
-from .request import EmscriptenRequest
-
-if typing.TYPE_CHECKING:
-    from ..._base_connection import BaseHTTPConnection, BaseHTTPSConnection
-
-log = logging.getLogger(__name__)
-
-
-@dataclass
-class EmscriptenResponse:
-    status_code: int
-    headers: dict[str, str]
-    body: IOBase | bytes
-    request: EmscriptenRequest
-
-
-class EmscriptenHttpResponseWrapper(BaseHTTPResponse):
-    def __init__(
-        self,
-        internal_response: EmscriptenResponse,
-        url: str | None = None,
-        connection: BaseHTTPConnection | BaseHTTPSConnection | None = None,
-    ):
-        self._pool = None  # set by pool class
-        self._body = None
-        self._response = internal_response
-        self._url = url
-        self._connection = connection
-        self._closed = False
-        super().__init__(
-            headers=internal_response.headers,
-            status=internal_response.status_code,
-            request_url=url,
-            version=0,
-            version_string="HTTP/?",
-            reason="",
-            decode_content=True,
-        )
-        self.length_remaining = self._init_length(self._response.request.method)
-        self.length_is_certain = False
-
-    @property
-    def url(self) -> str | None:
-        return self._url
-
-    @url.setter
-    def url(self, url: str | None) -> None:
-        self._url = url
-
-    @property
-    def connection(self) -> BaseHTTPConnection | BaseHTTPSConnection | None:
-        return self._connection
-
-    @property
-    def retries(self) -> Retry | None:
-        return self._retries
-
-    @retries.setter
-    def retries(self, retries: Retry | None) -> None:
-        # Override the request_url if retries has a redirect location.
-        self._retries = retries
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        A generator wrapper for the read() method. A call will block until
-        ``amt`` bytes have been read from the connection or until the
-        connection is closed.
-
-        :param amt:
-            How much of the content to read. The generator will return up to
-            much data per iteration, but may return less. This is particularly
-            likely when using compressed data. However, the empty string will
-            never be returned.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        while True:
-            data = self.read(amt=amt, decode_content=decode_content)
-
-            if data:
-                yield data
-            else:
-                break
-
-    def _init_length(self, request_method: str | None) -> int | None:
-        length: int | None
-        content_length: str | None = self.headers.get("content-length")
-
-        if content_length is not None:
-            try:
-                # RFC 7230 section 3.3.2 specifies multiple content lengths can
-                # be sent in a single Content-Length header
-                # (e.g. Content-Length: 42, 42). This line ensures the values
-                # are all valid ints and that as long as the `set` length is 1,
-                # all values are the same. Otherwise, the header is invalid.
-                lengths = {int(val) for val in content_length.split(",")}
-                if len(lengths) > 1:
-                    raise InvalidHeader(
-                        "Content-Length contained multiple "
-                        "unmatching values (%s)" % content_length
-                    )
-                length = lengths.pop()
-            except ValueError:
-                length = None
-            else:
-                if length < 0:
-                    length = None
-
-        else:  # if content_length is None
-            length = None
-
-        # Check for responses that shouldn't include a body
-        if (
-            self.status in (204, 304)
-            or 100 <= self.status < 200
-            or request_method == "HEAD"
-        ):
-            length = 0
-
-        return length
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,  # ignored because browser decodes always
-        cache_content: bool = False,
-    ) -> bytes:
-        if (
-            self._closed
-            or self._response is None
-            or (isinstance(self._response.body, IOBase) and self._response.body.closed)
-        ):
-            return b""
-
-        with self._error_catcher():
-            # body has been preloaded as a string by XmlHttpRequest
-            if not isinstance(self._response.body, IOBase):
-                self.length_remaining = len(self._response.body)
-                self.length_is_certain = True
-                # wrap body in IOStream
-                self._response.body = BytesIO(self._response.body)
-            if amt is not None and amt >= 0:
-                # don't cache partial content
-                cache_content = False
-                data = self._response.body.read(amt)
-                if self.length_remaining is not None:
-                    self.length_remaining = max(self.length_remaining - len(data), 0)
-                if (self.length_is_certain and self.length_remaining == 0) or len(
-                    data
-                ) < amt:
-                    # definitely finished reading, close response stream
-                    self._response.body.close()
-                return typing.cast(bytes, data)
-            else:  # read all we can (and cache it)
-                data = self._response.body.read()
-                if cache_content:
-                    self._body = data
-                if self.length_remaining is not None:
-                    self.length_remaining = max(self.length_remaining - len(data), 0)
-                if len(data) == 0 or (
-                    self.length_is_certain and self.length_remaining == 0
-                ):
-                    # definitely finished reading, close response stream
-                    self._response.body.close()
-                return typing.cast(bytes, data)
-
-    def read_chunked(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> typing.Generator[bytes, None, None]:
-        # chunked is handled by browser
-        while True:
-            bytes = self.read(amt, decode_content)
-            if not bytes:
-                break
-            yield bytes
-
-    def release_conn(self) -> None:
-        if not self._pool or not self._connection:
-            return None
-
-        self._pool._put_conn(self._connection)
-        self._connection = None
-
-    def drain_conn(self) -> None:
-        self.close()
-
-    @property
-    def data(self) -> bytes:
-        if self._body:
-            return self._body
-        else:
-            return self.read(cache_content=True)
-
-    def json(self) -> typing.Any:
-        """
-        Deserializes the body of the HTTP response as a Python object.
-
-        The body of the HTTP response must be encoded using UTF-8, as per
-        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
-
-        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
-        your custom decoder instead.
-
-        If the body of the HTTP response is not decodable to UTF-8, a
-        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
-        valid JSON document, a `json.JSONDecodeError` will be raised.
-
-        Read more :ref:`here <json_content>`.
-
-        :returns: The body of the HTTP response as a Python object.
-        """
-        data = self.data.decode("utf-8")
-        return _json.loads(data)
-
-    def close(self) -> None:
-        if not self._closed:
-            if isinstance(self._response.body, IOBase):
-                self._response.body.close()
-            if self._connection:
-                self._connection.close()
-                self._connection = None
-            self._closed = True
-
-    @contextmanager
-    def _error_catcher(self) -> typing.Generator[None, None, None]:
-        """
-        Catch Emscripten specific exceptions thrown by fetch.py,
-        instead re-raising urllib3 variants, so that low-level exceptions
-        are not leaked in the high-level api.
-
-        On exit, release the connection back to the pool.
-        """
-        from .fetch import _RequestError, _TimeoutError  # avoid circular import
-
-        clean_exit = False
-
-        try:
-            yield
-            # If no exception is thrown, we should avoid cleaning up
-            # unnecessarily.
-            clean_exit = True
-        except _TimeoutError as e:
-            raise TimeoutError(str(e))
-        except _RequestError as e:
-            raise HTTPException(str(e))
-        finally:
-            # If we didn't terminate cleanly, we need to throw away our
-            # connection.
-            if not clean_exit:
-                # The response may not be closed but we're not going to use it
-                # anymore so close it now
-                if (
-                    isinstance(self._response.body, IOBase)
-                    and not self._response.body.closed
-                ):
-                    self._response.body.close()
-                # release the connection back to the pool
-                self.release_conn()
-            else:
-                # If we have read everything from the response stream,
-                # return the connection back to the pool.
-                if (
-                    isinstance(self._response.body, IOBase)
-                    and self._response.body.closed
-                ):
-                    self.release_conn()
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
deleted file mode 100644
index b89a6dab8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/pyopenssl.py
+++ /dev/null
@@ -1,548 +0,0 @@
-"""
-Module for using pyOpenSSL as a TLS backend. This module was relevant before
-the standard library ``ssl`` module supported SNI, but now that we've dropped
-support for Python 2.7 all relevant Python versions support SNI so
-**this module is no longer recommended**.
-
-This needs the following packages installed:
-
-* `pyOpenSSL`_ (tested with 16.0.0)
-* `cryptography`_ (minimum 1.3.4, from pyopenssl)
-* `idna`_ (minimum 2.0)
-
-However, pyOpenSSL depends on cryptography, so while we use all three directly here we
-end up having relatively few packages required.
-
-You can install them with the following command:
-
-.. code-block:: bash
-
-    $ python -m pip install pyopenssl cryptography idna
-
-To activate certificate checking, call
-:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
-before you begin making HTTP requests. This can be done in a ``sitecustomize``
-module, or at any other time before your application begins using ``urllib3``,
-like this:
-
-.. code-block:: python
-
-    try:
-        import urllib3.contrib.pyopenssl
-        urllib3.contrib.pyopenssl.inject_into_urllib3()
-    except ImportError:
-        pass
-
-.. _pyopenssl: https://www.pyopenssl.org
-.. _cryptography: https://cryptography.io
-.. _idna: https://github.com/kjd/idna
-"""
-
-from __future__ import annotations
-
-import OpenSSL.SSL  # type: ignore[import-untyped]
-from cryptography import x509
-
-try:
-    from cryptography.x509 import UnsupportedExtension  # type: ignore[attr-defined]
-except ImportError:
-    # UnsupportedExtension is gone in cryptography >= 2.1.0
-    class UnsupportedExtension(Exception):  # type: ignore[no-redef]
-        pass
-
-
-import logging
-import ssl
-import typing
-from io import BytesIO
-from socket import socket as socket_cls
-from socket import timeout
-
-from .. import util
-
-if typing.TYPE_CHECKING:
-    from OpenSSL.crypto import X509  # type: ignore[import-untyped]
-
-
-__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
-
-# Map from urllib3 to PyOpenSSL compatible parameter-values.
-_openssl_versions: dict[int, int] = {
-    util.ssl_.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
-    util.ssl_.PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,  # type: ignore[attr-defined]
-    ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
-}
-
-if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
-    _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
-
-if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
-    _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
-
-
-_stdlib_to_openssl_verify = {
-    ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
-    ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
-    ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
-    + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
-}
-_openssl_to_stdlib_verify = {v: k for k, v in _stdlib_to_openssl_verify.items()}
-
-# The SSLvX values are the most likely to be missing in the future
-# but we check them all just to be sure.
-_OP_NO_SSLv2_OR_SSLv3: int = getattr(OpenSSL.SSL, "OP_NO_SSLv2", 0) | getattr(
-    OpenSSL.SSL, "OP_NO_SSLv3", 0
-)
-_OP_NO_TLSv1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1", 0)
-_OP_NO_TLSv1_1: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_1", 0)
-_OP_NO_TLSv1_2: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_2", 0)
-_OP_NO_TLSv1_3: int = getattr(OpenSSL.SSL, "OP_NO_TLSv1_3", 0)
-
-_openssl_to_ssl_minimum_version: dict[int, int] = {
-    ssl.TLSVersion.MINIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.TLSv1: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1,
-    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1,
-    ssl.TLSVersion.TLSv1_3: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
-    ),
-    ssl.TLSVersion.MAXIMUM_SUPPORTED: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2
-    ),
-}
-_openssl_to_ssl_maximum_version: dict[int, int] = {
-    ssl.TLSVersion.MINIMUM_SUPPORTED: (
-        _OP_NO_SSLv2_OR_SSLv3
-        | _OP_NO_TLSv1
-        | _OP_NO_TLSv1_1
-        | _OP_NO_TLSv1_2
-        | _OP_NO_TLSv1_3
-    ),
-    ssl.TLSVersion.TLSv1: (
-        _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_1 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3
-    ),
-    ssl.TLSVersion.TLSv1_1: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_2 | _OP_NO_TLSv1_3,
-    ssl.TLSVersion.TLSv1_2: _OP_NO_SSLv2_OR_SSLv3 | _OP_NO_TLSv1_3,
-    ssl.TLSVersion.TLSv1_3: _OP_NO_SSLv2_OR_SSLv3,
-    ssl.TLSVersion.MAXIMUM_SUPPORTED: _OP_NO_SSLv2_OR_SSLv3,
-}
-
-# OpenSSL will only write 16K at a time
-SSL_WRITE_BLOCKSIZE = 16384
-
-orig_util_SSLContext = util.ssl_.SSLContext
-
-
-log = logging.getLogger(__name__)
-
-
-def inject_into_urllib3() -> None:
-    "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
-
-    _validate_dependencies_met()
-
-    util.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
-    util.ssl_.SSLContext = PyOpenSSLContext  # type: ignore[assignment]
-    util.IS_PYOPENSSL = True
-    util.ssl_.IS_PYOPENSSL = True
-
-
-def extract_from_urllib3() -> None:
-    "Undo monkey-patching by :func:`inject_into_urllib3`."
-
-    util.SSLContext = orig_util_SSLContext
-    util.ssl_.SSLContext = orig_util_SSLContext
-    util.IS_PYOPENSSL = False
-    util.ssl_.IS_PYOPENSSL = False
-
-
-def _validate_dependencies_met() -> None:
-    """
-    Verifies that PyOpenSSL's package-level dependencies have been met.
-    Throws `ImportError` if they are not met.
-    """
-    # Method added in `cryptography==1.1`; not available in older versions
-    from cryptography.x509.extensions import Extensions
-
-    if getattr(Extensions, "get_extension_for_class", None) is None:
-        raise ImportError(
-            "'cryptography' module missing required functionality.  "
-            "Try upgrading to v1.3.4 or newer."
-        )
-
-    # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
-    # attribute is only present on those versions.
-    from OpenSSL.crypto import X509
-
-    x509 = X509()
-    if getattr(x509, "_x509", None) is None:
-        raise ImportError(
-            "'pyOpenSSL' module missing required functionality. "
-            "Try upgrading to v0.14 or newer."
-        )
-
-
-def _dnsname_to_stdlib(name: str) -> str | None:
-    """
-    Converts a dNSName SubjectAlternativeName field to the form used by the
-    standard library on the given Python version.
-
-    Cryptography produces a dNSName as a unicode string that was idna-decoded
-    from ASCII bytes. We need to idna-encode that string to get it back, and
-    then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
-    uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
-
-    If the name cannot be idna-encoded then we return None signalling that
-    the name given should be skipped.
-    """
-
-    def idna_encode(name: str) -> bytes | None:
-        """
-        Borrowed wholesale from the Python Cryptography Project. It turns out
-        that we can't just safely call `idna.encode`: it can explode for
-        wildcard names. This avoids that problem.
-        """
-        import idna
-
-        try:
-            for prefix in ["*.", "."]:
-                if name.startswith(prefix):
-                    name = name[len(prefix) :]
-                    return prefix.encode("ascii") + idna.encode(name)
-            return idna.encode(name)
-        except idna.core.IDNAError:
-            return None
-
-    # Don't send IPv6 addresses through the IDNA encoder.
-    if ":" in name:
-        return name
-
-    encoded_name = idna_encode(name)
-    if encoded_name is None:
-        return None
-    return encoded_name.decode("utf-8")
-
-
-def get_subj_alt_name(peer_cert: X509) -> list[tuple[str, str]]:
-    """
-    Given an PyOpenSSL certificate, provides all the subject alternative names.
-    """
-    cert = peer_cert.to_cryptography()
-
-    # We want to find the SAN extension. Ask Cryptography to locate it (it's
-    # faster than looping in Python)
-    try:
-        ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
-    except x509.ExtensionNotFound:
-        # No such extension, return the empty list.
-        return []
-    except (
-        x509.DuplicateExtension,
-        UnsupportedExtension,
-        x509.UnsupportedGeneralNameType,
-        UnicodeError,
-    ) as e:
-        # A problem has been found with the quality of the certificate. Assume
-        # no SAN field is present.
-        log.warning(
-            "A problem was encountered with the certificate that prevented "
-            "urllib3 from finding the SubjectAlternativeName field. This can "
-            "affect certificate validation. The error was %s",
-            e,
-        )
-        return []
-
-    # We want to return dNSName and iPAddress fields. We need to cast the IPs
-    # back to strings because the match_hostname function wants them as
-    # strings.
-    # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
-    # decoded. This is pretty frustrating, but that's what the standard library
-    # does with certificates, and so we need to attempt to do the same.
-    # We also want to skip over names which cannot be idna encoded.
-    names = [
-        ("DNS", name)
-        for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
-        if name is not None
-    ]
-    names.extend(
-        ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
-    )
-
-    return names
-
-
-class WrappedSocket:
-    """API-compatibility wrapper for Python OpenSSL's Connection-class."""
-
-    def __init__(
-        self,
-        connection: OpenSSL.SSL.Connection,
-        socket: socket_cls,
-        suppress_ragged_eofs: bool = True,
-    ) -> None:
-        self.connection = connection
-        self.socket = socket
-        self.suppress_ragged_eofs = suppress_ragged_eofs
-        self._io_refs = 0
-        self._closed = False
-
-    def fileno(self) -> int:
-        return self.socket.fileno()
-
-    # Copy-pasted from Python 3.5 source code
-    def _decref_socketios(self) -> None:
-        if self._io_refs > 0:
-            self._io_refs -= 1
-        if self._closed:
-            self.close()
-
-    def recv(self, *args: typing.Any, **kwargs: typing.Any) -> bytes:
-        try:
-            data = self.connection.recv(*args, **kwargs)
-        except OpenSSL.SSL.SysCallError as e:
-            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
-                return b""
-            else:
-                raise OSError(e.args[0], str(e)) from e
-        except OpenSSL.SSL.ZeroReturnError:
-            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
-                return b""
-            else:
-                raise
-        except OpenSSL.SSL.WantReadError as e:
-            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
-                raise timeout("The read operation timed out") from e
-            else:
-                return self.recv(*args, **kwargs)
-
-        # TLS 1.3 post-handshake authentication
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"read error: {e!r}") from e
-        else:
-            return data  # type: ignore[no-any-return]
-
-    def recv_into(self, *args: typing.Any, **kwargs: typing.Any) -> int:
-        try:
-            return self.connection.recv_into(*args, **kwargs)  # type: ignore[no-any-return]
-        except OpenSSL.SSL.SysCallError as e:
-            if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
-                return 0
-            else:
-                raise OSError(e.args[0], str(e)) from e
-        except OpenSSL.SSL.ZeroReturnError:
-            if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
-                return 0
-            else:
-                raise
-        except OpenSSL.SSL.WantReadError as e:
-            if not util.wait_for_read(self.socket, self.socket.gettimeout()):
-                raise timeout("The read operation timed out") from e
-            else:
-                return self.recv_into(*args, **kwargs)
-
-        # TLS 1.3 post-handshake authentication
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"read error: {e!r}") from e
-
-    def settimeout(self, timeout: float) -> None:
-        return self.socket.settimeout(timeout)
-
-    def _send_until_done(self, data: bytes) -> int:
-        while True:
-            try:
-                return self.connection.send(data)  # type: ignore[no-any-return]
-            except OpenSSL.SSL.WantWriteError as e:
-                if not util.wait_for_write(self.socket, self.socket.gettimeout()):
-                    raise timeout() from e
-                continue
-            except OpenSSL.SSL.SysCallError as e:
-                raise OSError(e.args[0], str(e)) from e
-
-    def sendall(self, data: bytes) -> None:
-        total_sent = 0
-        while total_sent < len(data):
-            sent = self._send_until_done(
-                data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
-            )
-            total_sent += sent
-
-    def shutdown(self) -> None:
-        # FIXME rethrow compatible exceptions should we ever use this
-        self.connection.shutdown()
-
-    def close(self) -> None:
-        self._closed = True
-        if self._io_refs <= 0:
-            self._real_close()
-
-    def _real_close(self) -> None:
-        try:
-            return self.connection.close()  # type: ignore[no-any-return]
-        except OpenSSL.SSL.Error:
-            return
-
-    def getpeercert(
-        self, binary_form: bool = False
-    ) -> dict[str, list[typing.Any]] | None:
-        x509 = self.connection.get_peer_certificate()
-
-        if not x509:
-            return x509  # type: ignore[no-any-return]
-
-        if binary_form:
-            return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)  # type: ignore[no-any-return]
-
-        return {
-            "subject": ((("commonName", x509.get_subject().CN),),),  # type: ignore[dict-item]
-            "subjectAltName": get_subj_alt_name(x509),
-        }
-
-    def version(self) -> str:
-        return self.connection.get_protocol_version_name()  # type: ignore[no-any-return]
-
-
-WrappedSocket.makefile = socket_cls.makefile  # type: ignore[attr-defined]
-
-
-class PyOpenSSLContext:
-    """
-    I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
-    for translating the interface of the standard library ``SSLContext`` object
-    to calls into PyOpenSSL.
-    """
-
-    def __init__(self, protocol: int) -> None:
-        self.protocol = _openssl_versions[protocol]
-        self._ctx = OpenSSL.SSL.Context(self.protocol)
-        self._options = 0
-        self.check_hostname = False
-        self._minimum_version: int = ssl.TLSVersion.MINIMUM_SUPPORTED
-        self._maximum_version: int = ssl.TLSVersion.MAXIMUM_SUPPORTED
-
-    @property
-    def options(self) -> int:
-        return self._options
-
-    @options.setter
-    def options(self, value: int) -> None:
-        self._options = value
-        self._set_ctx_options()
-
-    @property
-    def verify_mode(self) -> int:
-        return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
-
-    @verify_mode.setter
-    def verify_mode(self, value: ssl.VerifyMode) -> None:
-        self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
-
-    def set_default_verify_paths(self) -> None:
-        self._ctx.set_default_verify_paths()
-
-    def set_ciphers(self, ciphers: bytes | str) -> None:
-        if isinstance(ciphers, str):
-            ciphers = ciphers.encode("utf-8")
-        self._ctx.set_cipher_list(ciphers)
-
-    def load_verify_locations(
-        self,
-        cafile: str | None = None,
-        capath: str | None = None,
-        cadata: bytes | None = None,
-    ) -> None:
-        if cafile is not None:
-            cafile = cafile.encode("utf-8")  # type: ignore[assignment]
-        if capath is not None:
-            capath = capath.encode("utf-8")  # type: ignore[assignment]
-        try:
-            self._ctx.load_verify_locations(cafile, capath)
-            if cadata is not None:
-                self._ctx.load_verify_locations(BytesIO(cadata))
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"unable to load trusted certificates: {e!r}") from e
-
-    def load_cert_chain(
-        self,
-        certfile: str,
-        keyfile: str | None = None,
-        password: str | None = None,
-    ) -> None:
-        try:
-            self._ctx.use_certificate_chain_file(certfile)
-            if password is not None:
-                if not isinstance(password, bytes):
-                    password = password.encode("utf-8")  # type: ignore[assignment]
-                self._ctx.set_passwd_cb(lambda *_: password)
-            self._ctx.use_privatekey_file(keyfile or certfile)
-        except OpenSSL.SSL.Error as e:
-            raise ssl.SSLError(f"Unable to load certificate chain: {e!r}") from e
-
-    def set_alpn_protocols(self, protocols: list[bytes | str]) -> None:
-        protocols = [util.util.to_bytes(p, "ascii") for p in protocols]
-        return self._ctx.set_alpn_protos(protocols)  # type: ignore[no-any-return]
-
-    def wrap_socket(
-        self,
-        sock: socket_cls,
-        server_side: bool = False,
-        do_handshake_on_connect: bool = True,
-        suppress_ragged_eofs: bool = True,
-        server_hostname: bytes | str | None = None,
-    ) -> WrappedSocket:
-        cnx = OpenSSL.SSL.Connection(self._ctx, sock)
-
-        # If server_hostname is an IP, don't use it for SNI, per RFC6066 Section 3
-        if server_hostname and not util.ssl_.is_ipaddress(server_hostname):
-            if isinstance(server_hostname, str):
-                server_hostname = server_hostname.encode("utf-8")
-            cnx.set_tlsext_host_name(server_hostname)
-
-        cnx.set_connect_state()
-
-        while True:
-            try:
-                cnx.do_handshake()
-            except OpenSSL.SSL.WantReadError as e:
-                if not util.wait_for_read(sock, sock.gettimeout()):
-                    raise timeout("select timed out") from e
-                continue
-            except OpenSSL.SSL.Error as e:
-                raise ssl.SSLError(f"bad handshake: {e!r}") from e
-            break
-
-        return WrappedSocket(cnx, sock)
-
-    def _set_ctx_options(self) -> None:
-        self._ctx.set_options(
-            self._options
-            | _openssl_to_ssl_minimum_version[self._minimum_version]
-            | _openssl_to_ssl_maximum_version[self._maximum_version]
-        )
-
-    @property
-    def minimum_version(self) -> int:
-        return self._minimum_version
-
-    @minimum_version.setter
-    def minimum_version(self, minimum_version: int) -> None:
-        self._minimum_version = minimum_version
-        self._set_ctx_options()
-
-    @property
-    def maximum_version(self) -> int:
-        return self._maximum_version
-
-    @maximum_version.setter
-    def maximum_version(self, maximum_version: int) -> None:
-        self._maximum_version = maximum_version
-        self._set_ctx_options()
-
-
-def _verify_callback(
-    cnx: OpenSSL.SSL.Connection,
-    x509: X509,
-    err_no: int,
-    err_depth: int,
-    return_code: int,
-) -> bool:
-    return err_no == 0
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
deleted file mode 100644
index c62b5e033..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/contrib/socks.py
+++ /dev/null
@@ -1,228 +0,0 @@
-"""
-This module contains provisional support for SOCKS proxies from within
-urllib3. This module supports SOCKS4, SOCKS4A (an extension of SOCKS4), and
-SOCKS5. To enable its functionality, either install PySocks or install this
-module with the ``socks`` extra.
-
-The SOCKS implementation supports the full range of urllib3 features. It also
-supports the following SOCKS features:
-
-- SOCKS4A (``proxy_url='socks4a://...``)
-- SOCKS4 (``proxy_url='socks4://...``)
-- SOCKS5 with remote DNS (``proxy_url='socks5h://...``)
-- SOCKS5 with local DNS (``proxy_url='socks5://...``)
-- Usernames and passwords for the SOCKS proxy
-
-.. note::
-   It is recommended to use ``socks5h://`` or ``socks4a://`` schemes in
-   your ``proxy_url`` to ensure that DNS resolution is done from the remote
-   server instead of client-side when connecting to a domain name.
-
-SOCKS4 supports IPv4 and domain names with the SOCKS4A extension. SOCKS5
-supports IPv4, IPv6, and domain names.
-
-When connecting to a SOCKS4 proxy the ``username`` portion of the ``proxy_url``
-will be sent as the ``userid`` section of the SOCKS request:
-
-.. code-block:: python
-
-    proxy_url="socks4a://<userid>@proxy-host"
-
-When connecting to a SOCKS5 proxy the ``username`` and ``password`` portion
-of the ``proxy_url`` will be sent as the username/password to authenticate
-with the proxy:
-
-.. code-block:: python
-
-    proxy_url="socks5h://<username>:<password>@proxy-host"
-
-"""
-
-from __future__ import annotations
-
-try:
-    import socks  # type: ignore[import-not-found]
-except ImportError:
-    import warnings
-
-    from ..exceptions import DependencyWarning
-
-    warnings.warn(
-        (
-            "SOCKS support in urllib3 requires the installation of optional "
-            "dependencies: specifically, PySocks.  For more information, see "
-            "https://urllib3.readthedocs.io/en/latest/advanced-usage.html#socks-proxies"
-        ),
-        DependencyWarning,
-    )
-    raise
-
-import typing
-from socket import timeout as SocketTimeout
-
-from ..connection import HTTPConnection, HTTPSConnection
-from ..connectionpool import HTTPConnectionPool, HTTPSConnectionPool
-from ..exceptions import ConnectTimeoutError, NewConnectionError
-from ..poolmanager import PoolManager
-from ..util.url import parse_url
-
-try:
-    import ssl
-except ImportError:
-    ssl = None  # type: ignore[assignment]
-
-
-class _TYPE_SOCKS_OPTIONS(typing.TypedDict):
-    socks_version: int
-    proxy_host: str | None
-    proxy_port: str | None
-    username: str | None
-    password: str | None
-    rdns: bool
-
-
-class SOCKSConnection(HTTPConnection):
-    """
-    A plain-text HTTP connection that connects via a SOCKS proxy.
-    """
-
-    def __init__(
-        self,
-        _socks_options: _TYPE_SOCKS_OPTIONS,
-        *args: typing.Any,
-        **kwargs: typing.Any,
-    ) -> None:
-        self._socks_options = _socks_options
-        super().__init__(*args, **kwargs)
-
-    def _new_conn(self) -> socks.socksocket:
-        """
-        Establish a new connection via the SOCKS proxy.
-        """
-        extra_kw: dict[str, typing.Any] = {}
-        if self.source_address:
-            extra_kw["source_address"] = self.source_address
-
-        if self.socket_options:
-            extra_kw["socket_options"] = self.socket_options
-
-        try:
-            conn = socks.create_connection(
-                (self.host, self.port),
-                proxy_type=self._socks_options["socks_version"],
-                proxy_addr=self._socks_options["proxy_host"],
-                proxy_port=self._socks_options["proxy_port"],
-                proxy_username=self._socks_options["username"],
-                proxy_password=self._socks_options["password"],
-                proxy_rdns=self._socks_options["rdns"],
-                timeout=self.timeout,
-                **extra_kw,
-            )
-
-        except SocketTimeout as e:
-            raise ConnectTimeoutError(
-                self,
-                f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-            ) from e
-
-        except socks.ProxyError as e:
-            # This is fragile as hell, but it seems to be the only way to raise
-            # useful errors here.
-            if e.socket_err:
-                error = e.socket_err
-                if isinstance(error, SocketTimeout):
-                    raise ConnectTimeoutError(
-                        self,
-                        f"Connection to {self.host} timed out. (connect timeout={self.timeout})",
-                    ) from e
-                else:
-                    # Adding `from e` messes with coverage somehow, so it's omitted.
-                    # See #2386.
-                    raise NewConnectionError(
-                        self, f"Failed to establish a new connection: {error}"
-                    )
-            else:
-                raise NewConnectionError(
-                    self, f"Failed to establish a new connection: {e}"
-                ) from e
-
-        except OSError as e:  # Defensive: PySocks should catch all these.
-            raise NewConnectionError(
-                self, f"Failed to establish a new connection: {e}"
-            ) from e
-
-        return conn
-
-
-# We don't need to duplicate the Verified/Unverified distinction from
-# urllib3/connection.py here because the HTTPSConnection will already have been
-# correctly set to either the Verified or Unverified form by that module. This
-# means the SOCKSHTTPSConnection will automatically be the correct type.
-class SOCKSHTTPSConnection(SOCKSConnection, HTTPSConnection):
-    pass
-
-
-class SOCKSHTTPConnectionPool(HTTPConnectionPool):
-    ConnectionCls = SOCKSConnection
-
-
-class SOCKSHTTPSConnectionPool(HTTPSConnectionPool):
-    ConnectionCls = SOCKSHTTPSConnection
-
-
-class SOCKSProxyManager(PoolManager):
-    """
-    A version of the urllib3 ProxyManager that routes connections via the
-    defined SOCKS proxy.
-    """
-
-    pool_classes_by_scheme = {
-        "http": SOCKSHTTPConnectionPool,
-        "https": SOCKSHTTPSConnectionPool,
-    }
-
-    def __init__(
-        self,
-        proxy_url: str,
-        username: str | None = None,
-        password: str | None = None,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        **connection_pool_kw: typing.Any,
-    ):
-        parsed = parse_url(proxy_url)
-
-        if username is None and password is None and parsed.auth is not None:
-            split = parsed.auth.split(":")
-            if len(split) == 2:
-                username, password = split
-        if parsed.scheme == "socks5":
-            socks_version = socks.PROXY_TYPE_SOCKS5
-            rdns = False
-        elif parsed.scheme == "socks5h":
-            socks_version = socks.PROXY_TYPE_SOCKS5
-            rdns = True
-        elif parsed.scheme == "socks4":
-            socks_version = socks.PROXY_TYPE_SOCKS4
-            rdns = False
-        elif parsed.scheme == "socks4a":
-            socks_version = socks.PROXY_TYPE_SOCKS4
-            rdns = True
-        else:
-            raise ValueError(f"Unable to determine SOCKS version from {proxy_url}")
-
-        self.proxy_url = proxy_url
-
-        socks_options = {
-            "socks_version": socks_version,
-            "proxy_host": parsed.host,
-            "proxy_port": parsed.port,
-            "username": username,
-            "password": password,
-            "rdns": rdns,
-        }
-        connection_pool_kw["_socks_options"] = socks_options
-
-        super().__init__(num_pools, headers, **connection_pool_kw)
-
-        self.pool_classes_by_scheme = SOCKSProxyManager.pool_classes_by_scheme
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
deleted file mode 100644
index b0792f00f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/exceptions.py
+++ /dev/null
@@ -1,321 +0,0 @@
-from __future__ import annotations
-
-import socket
-import typing
-import warnings
-from email.errors import MessageDefect
-from http.client import IncompleteRead as httplib_IncompleteRead
-
-if typing.TYPE_CHECKING:
-    from .connection import HTTPConnection
-    from .connectionpool import ConnectionPool
-    from .response import HTTPResponse
-    from .util.retry import Retry
-
-# Base Exceptions
-
-
-class HTTPError(Exception):
-    """Base exception used by this module."""
-
-
-class HTTPWarning(Warning):
-    """Base warning used by this module."""
-
-
-_TYPE_REDUCE_RESULT = typing.Tuple[
-    typing.Callable[..., object], typing.Tuple[object, ...]
-]
-
-
-class PoolError(HTTPError):
-    """Base exception for errors caused within a pool."""
-
-    def __init__(self, pool: ConnectionPool, message: str) -> None:
-        self.pool = pool
-        super().__init__(f"{pool}: {message}")
-
-    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
-        # For pickling purposes.
-        return self.__class__, (None, None)
-
-
-class RequestError(PoolError):
-    """Base exception for PoolErrors that have associated URLs."""
-
-    def __init__(self, pool: ConnectionPool, url: str, message: str) -> None:
-        self.url = url
-        super().__init__(pool, message)
-
-    def __reduce__(self) -> _TYPE_REDUCE_RESULT:
-        # For pickling purposes.
-        return self.__class__, (None, self.url, None)
-
-
-class SSLError(HTTPError):
-    """Raised when SSL certificate fails in an HTTPS connection."""
-
-
-class ProxyError(HTTPError):
-    """Raised when the connection to a proxy fails."""
-
-    # The original error is also available as __cause__.
-    original_error: Exception
-
-    def __init__(self, message: str, error: Exception) -> None:
-        super().__init__(message, error)
-        self.original_error = error
-
-
-class DecodeError(HTTPError):
-    """Raised when automatic decoding based on Content-Type fails."""
-
-
-class ProtocolError(HTTPError):
-    """Raised when something unexpected happens mid-request/response."""
-
-
-#: Renamed to ProtocolError but aliased for backwards compatibility.
-ConnectionError = ProtocolError
-
-
-# Leaf Exceptions
-
-
-class MaxRetryError(RequestError):
-    """Raised when the maximum number of retries is exceeded.
-
-    :param pool: The connection pool
-    :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool`
-    :param str url: The requested Url
-    :param reason: The underlying error
-    :type reason: :class:`Exception`
-
-    """
-
-    def __init__(
-        self, pool: ConnectionPool, url: str, reason: Exception | None = None
-    ) -> None:
-        self.reason = reason
-
-        message = f"Max retries exceeded with url: {url} (Caused by {reason!r})"
-
-        super().__init__(pool, url, message)
-
-
-class HostChangedError(RequestError):
-    """Raised when an existing pool gets a request for a foreign host."""
-
-    def __init__(
-        self, pool: ConnectionPool, url: str, retries: Retry | int = 3
-    ) -> None:
-        message = f"Tried to open a foreign host with url: {url}"
-        super().__init__(pool, url, message)
-        self.retries = retries
-
-
-class TimeoutStateError(HTTPError):
-    """Raised when passing an invalid state to a timeout"""
-
-
-class TimeoutError(HTTPError):
-    """Raised when a socket timeout error occurs.
-
-    Catching this error will catch both :exc:`ReadTimeoutErrors
-    <ReadTimeoutError>` and :exc:`ConnectTimeoutErrors <ConnectTimeoutError>`.
-    """
-
-
-class ReadTimeoutError(TimeoutError, RequestError):
-    """Raised when a socket timeout occurs while receiving data from a server"""
-
-
-# This timeout error does not have a URL attached and needs to inherit from the
-# base HTTPError
-class ConnectTimeoutError(TimeoutError):
-    """Raised when a socket timeout occurs while connecting to a server"""
-
-
-class NewConnectionError(ConnectTimeoutError, HTTPError):
-    """Raised when we fail to establish a new connection. Usually ECONNREFUSED."""
-
-    def __init__(self, conn: HTTPConnection, message: str) -> None:
-        self.conn = conn
-        super().__init__(f"{conn}: {message}")
-
-    @property
-    def pool(self) -> HTTPConnection:
-        warnings.warn(
-            "The 'pool' property is deprecated and will be removed "
-            "in urllib3 v2.1.0. Use 'conn' instead.",
-            DeprecationWarning,
-            stacklevel=2,
-        )
-
-        return self.conn
-
-
-class NameResolutionError(NewConnectionError):
-    """Raised when host name resolution fails."""
-
-    def __init__(self, host: str, conn: HTTPConnection, reason: socket.gaierror):
-        message = f"Failed to resolve '{host}' ({reason})"
-        super().__init__(conn, message)
-
-
-class EmptyPoolError(PoolError):
-    """Raised when a pool runs out of connections and no more are allowed."""
-
-
-class FullPoolError(PoolError):
-    """Raised when we try to add a connection to a full pool in blocking mode."""
-
-
-class ClosedPoolError(PoolError):
-    """Raised when a request enters a pool after the pool has been closed."""
-
-
-class LocationValueError(ValueError, HTTPError):
-    """Raised when there is something wrong with a given URL input."""
-
-
-class LocationParseError(LocationValueError):
-    """Raised when get_host or similar fails to parse the URL input."""
-
-    def __init__(self, location: str) -> None:
-        message = f"Failed to parse: {location}"
-        super().__init__(message)
-
-        self.location = location
-
-
-class URLSchemeUnknown(LocationValueError):
-    """Raised when a URL input has an unsupported scheme."""
-
-    def __init__(self, scheme: str):
-        message = f"Not supported URL scheme {scheme}"
-        super().__init__(message)
-
-        self.scheme = scheme
-
-
-class ResponseError(HTTPError):
-    """Used as a container for an error reason supplied in a MaxRetryError."""
-
-    GENERIC_ERROR = "too many error responses"
-    SPECIFIC_ERROR = "too many {status_code} error responses"
-
-
-class SecurityWarning(HTTPWarning):
-    """Warned when performing security reducing actions"""
-
-
-class InsecureRequestWarning(SecurityWarning):
-    """Warned when making an unverified HTTPS request."""
-
-
-class NotOpenSSLWarning(SecurityWarning):
-    """Warned when using unsupported SSL library"""
-
-
-class SystemTimeWarning(SecurityWarning):
-    """Warned when system time is suspected to be wrong"""
-
-
-class InsecurePlatformWarning(SecurityWarning):
-    """Warned when certain TLS/SSL configuration is not available on a platform."""
-
-
-class DependencyWarning(HTTPWarning):
-    """
-    Warned when an attempt is made to import a module with missing optional
-    dependencies.
-    """
-
-
-class ResponseNotChunked(ProtocolError, ValueError):
-    """Response needs to be chunked in order to read it as chunks."""
-
-
-class BodyNotHttplibCompatible(HTTPError):
-    """
-    Body should be :class:`http.client.HTTPResponse` like
-    (have an fp attribute which returns raw chunks) for read_chunked().
-    """
-
-
-class IncompleteRead(HTTPError, httplib_IncompleteRead):
-    """
-    Response length doesn't match expected Content-Length
-
-    Subclass of :class:`http.client.IncompleteRead` to allow int value
-    for ``partial`` to avoid creating large objects on streamed reads.
-    """
-
-    partial: int  # type: ignore[assignment]
-    expected: int
-
-    def __init__(self, partial: int, expected: int) -> None:
-        self.partial = partial
-        self.expected = expected
-
-    def __repr__(self) -> str:
-        return "IncompleteRead(%i bytes read, %i more expected)" % (
-            self.partial,
-            self.expected,
-        )
-
-
-class InvalidChunkLength(HTTPError, httplib_IncompleteRead):
-    """Invalid chunk length in a chunked response."""
-
-    def __init__(self, response: HTTPResponse, length: bytes) -> None:
-        self.partial: int = response.tell()  # type: ignore[assignment]
-        self.expected: int | None = response.length_remaining
-        self.response = response
-        self.length = length
-
-    def __repr__(self) -> str:
-        return "InvalidChunkLength(got length %r, %i bytes read)" % (
-            self.length,
-            self.partial,
-        )
-
-
-class InvalidHeader(HTTPError):
-    """The header provided was somehow invalid."""
-
-
-class ProxySchemeUnknown(AssertionError, URLSchemeUnknown):
-    """ProxyManager does not support the supplied scheme"""
-
-    # TODO(t-8ch): Stop inheriting from AssertionError in v2.0.
-
-    def __init__(self, scheme: str | None) -> None:
-        # 'localhost' is here because our URL parser parses
-        # localhost:8080 -> scheme=localhost, remove if we fix this.
-        if scheme == "localhost":
-            scheme = None
-        if scheme is None:
-            message = "Proxy URL had no scheme, should start with http:// or https://"
-        else:
-            message = f"Proxy URL had unsupported scheme {scheme}, should use http:// or https://"
-        super().__init__(message)
-
-
-class ProxySchemeUnsupported(ValueError):
-    """Fetching HTTPS resources through HTTPS proxies is unsupported"""
-
-
-class HeaderParsingError(HTTPError):
-    """Raised by assert_header_parsing, but we convert it to a log.warning statement."""
-
-    def __init__(
-        self, defects: list[MessageDefect], unparsed_data: bytes | str | None
-    ) -> None:
-        message = f"{defects or 'Unknown'}, unparsed data: {unparsed_data!r}"
-        super().__init__(message)
-
-
-class UnrewindableBodyError(HTTPError):
-    """urllib3 encountered an error when trying to rewind a body"""
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
deleted file mode 100644
index 3e258a5d8..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/fields.py
+++ /dev/null
@@ -1,341 +0,0 @@
-from __future__ import annotations
-
-import email.utils
-import mimetypes
-import typing
-
-_TYPE_FIELD_VALUE = typing.Union[str, bytes]
-_TYPE_FIELD_VALUE_TUPLE = typing.Union[
-    _TYPE_FIELD_VALUE,
-    typing.Tuple[str, _TYPE_FIELD_VALUE],
-    typing.Tuple[str, _TYPE_FIELD_VALUE, str],
-]
-
-
-def guess_content_type(
-    filename: str | None, default: str = "application/octet-stream"
-) -> str:
-    """
-    Guess the "Content-Type" of a file.
-
-    :param filename:
-        The filename to guess the "Content-Type" of using :mod:`mimetypes`.
-    :param default:
-        If no "Content-Type" can be guessed, default to `default`.
-    """
-    if filename:
-        return mimetypes.guess_type(filename)[0] or default
-    return default
-
-
-def format_header_param_rfc2231(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    Helper function to format and quote a single header parameter using the
-    strategy defined in RFC 2231.
-
-    Particularly useful for header parameters which might contain
-    non-ASCII values, like file names. This follows
-    `RFC 2388 Section 4.4 <https://tools.ietf.org/html/rfc2388#section-4.4>`_.
-
-    :param name:
-        The name of the parameter, a string expected to be ASCII only.
-    :param value:
-        The value of the parameter, provided as ``bytes`` or `str``.
-    :returns:
-        An RFC-2231-formatted unicode string.
-
-    .. deprecated:: 2.0.0
-        Will be removed in urllib3 v2.1.0. This is not valid for
-        ``multipart/form-data`` header parameters.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param_rfc2231' is deprecated and will be "
-        "removed in urllib3 v2.1.0. This is not valid for "
-        "multipart/form-data header parameters.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-
-    if isinstance(value, bytes):
-        value = value.decode("utf-8")
-
-    if not any(ch in value for ch in '"\\\r\n'):
-        result = f'{name}="{value}"'
-        try:
-            result.encode("ascii")
-        except (UnicodeEncodeError, UnicodeDecodeError):
-            pass
-        else:
-            return result
-
-    value = email.utils.encode_rfc2231(value, "utf-8")
-    value = f"{name}*={value}"
-
-    return value
-
-
-def format_multipart_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    Format and quote a single multipart header parameter.
-
-    This follows the `WHATWG HTML Standard`_ as of 2021/06/10, matching
-    the behavior of current browser and curl versions. Values are
-    assumed to be UTF-8. The ``\\n``, ``\\r``, and ``"`` characters are
-    percent encoded.
-
-    .. _WHATWG HTML Standard:
-        https://html.spec.whatwg.org/multipage/
-        form-control-infrastructure.html#multipart-form-data
-
-    :param name:
-        The name of the parameter, an ASCII-only ``str``.
-    :param value:
-        The value of the parameter, a ``str`` or UTF-8 encoded
-        ``bytes``.
-    :returns:
-        A string ``name="value"`` with the escaped value.
-
-    .. versionchanged:: 2.0.0
-        Matches the WHATWG HTML Standard as of 2021/06/10. Control
-        characters are no longer percent encoded.
-
-    .. versionchanged:: 2.0.0
-        Renamed from ``format_header_param_html5`` and
-        ``format_header_param``. The old names will be removed in
-        urllib3 v2.1.0.
-    """
-    if isinstance(value, bytes):
-        value = value.decode("utf-8")
-
-    # percent encode \n \r "
-    value = value.translate({10: "%0A", 13: "%0D", 34: "%22"})
-    return f'{name}="{value}"'
-
-
-def format_header_param_html5(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    .. deprecated:: 2.0.0
-        Renamed to :func:`format_multipart_header_param`. Will be
-        removed in urllib3 v2.1.0.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param_html5' has been renamed to "
-        "'format_multipart_header_param'. The old name will be "
-        "removed in urllib3 v2.1.0.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-    return format_multipart_header_param(name, value)
-
-
-def format_header_param(name: str, value: _TYPE_FIELD_VALUE) -> str:
-    """
-    .. deprecated:: 2.0.0
-        Renamed to :func:`format_multipart_header_param`. Will be
-        removed in urllib3 v2.1.0.
-    """
-    import warnings
-
-    warnings.warn(
-        "'format_header_param' has been renamed to "
-        "'format_multipart_header_param'. The old name will be "
-        "removed in urllib3 v2.1.0.",
-        DeprecationWarning,
-        stacklevel=2,
-    )
-    return format_multipart_header_param(name, value)
-
-
-class RequestField:
-    """
-    A data container for request body parameters.
-
-    :param name:
-        The name of this request field. Must be unicode.
-    :param data:
-        The data/value body.
-    :param filename:
-        An optional filename of the request field. Must be unicode.
-    :param headers:
-        An optional dict-like object of headers to initially use for the field.
-
-    .. versionchanged:: 2.0.0
-        The ``header_formatter`` parameter is deprecated and will
-        be removed in urllib3 v2.1.0.
-    """
-
-    def __init__(
-        self,
-        name: str,
-        data: _TYPE_FIELD_VALUE,
-        filename: str | None = None,
-        headers: typing.Mapping[str, str] | None = None,
-        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
-    ):
-        self._name = name
-        self._filename = filename
-        self.data = data
-        self.headers: dict[str, str | None] = {}
-        if headers:
-            self.headers = dict(headers)
-
-        if header_formatter is not None:
-            import warnings
-
-            warnings.warn(
-                "The 'header_formatter' parameter is deprecated and "
-                "will be removed in urllib3 v2.1.0.",
-                DeprecationWarning,
-                stacklevel=2,
-            )
-            self.header_formatter = header_formatter
-        else:
-            self.header_formatter = format_multipart_header_param
-
-    @classmethod
-    def from_tuples(
-        cls,
-        fieldname: str,
-        value: _TYPE_FIELD_VALUE_TUPLE,
-        header_formatter: typing.Callable[[str, _TYPE_FIELD_VALUE], str] | None = None,
-    ) -> RequestField:
-        """
-        A :class:`~urllib3.fields.RequestField` factory from old-style tuple parameters.
-
-        Supports constructing :class:`~urllib3.fields.RequestField` from
-        parameter of key/value strings AND key/filetuple. A filetuple is a
-        (filename, data, MIME type) tuple where the MIME type is optional.
-        For example::
-
-            'foo': 'bar',
-            'fakefile': ('foofile.txt', 'contents of foofile'),
-            'realfile': ('barfile.txt', open('realfile').read()),
-            'typedfile': ('bazfile.bin', open('bazfile').read(), 'image/jpeg'),
-            'nonamefile': 'contents of nonamefile field',
-
-        Field names and filenames must be unicode.
-        """
-        filename: str | None
-        content_type: str | None
-        data: _TYPE_FIELD_VALUE
-
-        if isinstance(value, tuple):
-            if len(value) == 3:
-                filename, data, content_type = value
-            else:
-                filename, data = value
-                content_type = guess_content_type(filename)
-        else:
-            filename = None
-            content_type = None
-            data = value
-
-        request_param = cls(
-            fieldname, data, filename=filename, header_formatter=header_formatter
-        )
-        request_param.make_multipart(content_type=content_type)
-
-        return request_param
-
-    def _render_part(self, name: str, value: _TYPE_FIELD_VALUE) -> str:
-        """
-        Override this method to change how each multipart header
-        parameter is formatted. By default, this calls
-        :func:`format_multipart_header_param`.
-
-        :param name:
-            The name of the parameter, an ASCII-only ``str``.
-        :param value:
-            The value of the parameter, a ``str`` or UTF-8 encoded
-            ``bytes``.
-
-        :meta public:
-        """
-        return self.header_formatter(name, value)
-
-    def _render_parts(
-        self,
-        header_parts: (
-            dict[str, _TYPE_FIELD_VALUE | None]
-            | typing.Sequence[tuple[str, _TYPE_FIELD_VALUE | None]]
-        ),
-    ) -> str:
-        """
-        Helper function to format and quote a single header.
-
-        Useful for single headers that are composed of multiple items. E.g.,
-        'Content-Disposition' fields.
-
-        :param header_parts:
-            A sequence of (k, v) tuples or a :class:`dict` of (k, v) to format
-            as `k1="v1"; k2="v2"; ...`.
-        """
-        iterable: typing.Iterable[tuple[str, _TYPE_FIELD_VALUE | None]]
-
-        parts = []
-        if isinstance(header_parts, dict):
-            iterable = header_parts.items()
-        else:
-            iterable = header_parts
-
-        for name, value in iterable:
-            if value is not None:
-                parts.append(self._render_part(name, value))
-
-        return "; ".join(parts)
-
-    def render_headers(self) -> str:
-        """
-        Renders the headers for this request field.
-        """
-        lines = []
-
-        sort_keys = ["Content-Disposition", "Content-Type", "Content-Location"]
-        for sort_key in sort_keys:
-            if self.headers.get(sort_key, False):
-                lines.append(f"{sort_key}: {self.headers[sort_key]}")
-
-        for header_name, header_value in self.headers.items():
-            if header_name not in sort_keys:
-                if header_value:
-                    lines.append(f"{header_name}: {header_value}")
-
-        lines.append("\r\n")
-        return "\r\n".join(lines)
-
-    def make_multipart(
-        self,
-        content_disposition: str | None = None,
-        content_type: str | None = None,
-        content_location: str | None = None,
-    ) -> None:
-        """
-        Makes this request field into a multipart request field.
-
-        This method overrides "Content-Disposition", "Content-Type" and
-        "Content-Location" headers to the request parameter.
-
-        :param content_disposition:
-            The 'Content-Disposition' of the request body. Defaults to 'form-data'
-        :param content_type:
-            The 'Content-Type' of the request body.
-        :param content_location:
-            The 'Content-Location' of the request body.
-
-        """
-        content_disposition = (content_disposition or "form-data") + "; ".join(
-            [
-                "",
-                self._render_parts(
-                    (("name", self._name), ("filename", self._filename))
-                ),
-            ]
-        )
-
-        self.headers["Content-Disposition"] = content_disposition
-        self.headers["Content-Type"] = content_type
-        self.headers["Content-Location"] = content_location
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
deleted file mode 100644
index 1c90a211f..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/filepost.py
+++ /dev/null
@@ -1,89 +0,0 @@
-from __future__ import annotations
-
-import binascii
-import codecs
-import os
-import typing
-from io import BytesIO
-
-from .fields import _TYPE_FIELD_VALUE_TUPLE, RequestField
-
-writer = codecs.lookup("utf-8")[3]
-
-_TYPE_FIELDS_SEQUENCE = typing.Sequence[
-    typing.Union[typing.Tuple[str, _TYPE_FIELD_VALUE_TUPLE], RequestField]
-]
-_TYPE_FIELDS = typing.Union[
-    _TYPE_FIELDS_SEQUENCE,
-    typing.Mapping[str, _TYPE_FIELD_VALUE_TUPLE],
-]
-
-
-def choose_boundary() -> str:
-    """
-    Our embarrassingly-simple replacement for mimetools.choose_boundary.
-    """
-    return binascii.hexlify(os.urandom(16)).decode()
-
-
-def iter_field_objects(fields: _TYPE_FIELDS) -> typing.Iterable[RequestField]:
-    """
-    Iterate over fields.
-
-    Supports list of (k, v) tuples and dicts, and lists of
-    :class:`~urllib3.fields.RequestField`.
-
-    """
-    iterable: typing.Iterable[RequestField | tuple[str, _TYPE_FIELD_VALUE_TUPLE]]
-
-    if isinstance(fields, typing.Mapping):
-        iterable = fields.items()
-    else:
-        iterable = fields
-
-    for field in iterable:
-        if isinstance(field, RequestField):
-            yield field
-        else:
-            yield RequestField.from_tuples(*field)
-
-
-def encode_multipart_formdata(
-    fields: _TYPE_FIELDS, boundary: str | None = None
-) -> tuple[bytes, str]:
-    """
-    Encode a dictionary of ``fields`` using the multipart/form-data MIME format.
-
-    :param fields:
-        Dictionary of fields or list of (key, :class:`~urllib3.fields.RequestField`).
-        Values are processed by :func:`urllib3.fields.RequestField.from_tuples`.
-
-    :param boundary:
-        If not specified, then a random boundary will be generated using
-        :func:`urllib3.filepost.choose_boundary`.
-    """
-    body = BytesIO()
-    if boundary is None:
-        boundary = choose_boundary()
-
-    for field in iter_field_objects(fields):
-        body.write(f"--{boundary}\r\n".encode("latin-1"))
-
-        writer(body).write(field.render_headers())
-        data = field.data
-
-        if isinstance(data, int):
-            data = str(data)  # Backwards compatibility
-
-        if isinstance(data, str):
-            writer(body).write(data)
-        else:
-            body.write(data)
-
-        body.write(b"\r\n")
-
-    body.write(f"--{boundary}--\r\n".encode("latin-1"))
-
-    content_type = f"multipart/form-data; boundary={boundary}"
-
-    return body.getvalue(), content_type
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
deleted file mode 100644
index ceb40602d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/http2.py
+++ /dev/null
@@ -1,230 +0,0 @@
-from __future__ import annotations
-
-import threading
-import types
-import typing
-
-import h2.config  # type: ignore[import-untyped]
-import h2.connection  # type: ignore[import-untyped]
-import h2.events  # type: ignore[import-untyped]
-
-import urllib3.connection
-import urllib3.util.ssl_
-from urllib3.response import BaseHTTPResponse
-
-from ._collections import HTTPHeaderDict
-from .connection import HTTPSConnection
-from .connectionpool import HTTPSConnectionPool
-
-orig_HTTPSConnection = HTTPSConnection
-
-T = typing.TypeVar("T")
-
-
-class _LockedObject(typing.Generic[T]):
-    """
-    A wrapper class that hides a specific object behind a lock.
-
-    The goal here is to provide a simple way to protect access to an object
-    that cannot safely be simultaneously accessed from multiple threads. The
-    intended use of this class is simple: take hold of it with a context
-    manager, which returns the protected object.
-    """
-
-    def __init__(self, obj: T):
-        self.lock = threading.RLock()
-        self._obj = obj
-
-    def __enter__(self) -> T:
-        self.lock.acquire()
-        return self._obj
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: types.TracebackType | None,
-    ) -> None:
-        self.lock.release()
-
-
-class HTTP2Connection(HTTPSConnection):
-    def __init__(
-        self, host: str, port: int | None = None, **kwargs: typing.Any
-    ) -> None:
-        self._h2_conn = self._new_h2_conn()
-        self._h2_stream: int | None = None
-        self._h2_headers: list[tuple[bytes, bytes]] = []
-
-        if "proxy" in kwargs or "proxy_config" in kwargs:  # Defensive:
-            raise NotImplementedError("Proxies aren't supported with HTTP/2")
-
-        super().__init__(host, port, **kwargs)
-
-    def _new_h2_conn(self) -> _LockedObject[h2.connection.H2Connection]:
-        config = h2.config.H2Configuration(client_side=True)
-        return _LockedObject(h2.connection.H2Connection(config=config))
-
-    def connect(self) -> None:
-        super().connect()
-
-        with self._h2_conn as h2_conn:
-            h2_conn.initiate_connection()
-            self.sock.sendall(h2_conn.data_to_send())
-
-    def putrequest(
-        self,
-        method: str,
-        url: str,
-        skip_host: bool = False,
-        skip_accept_encoding: bool = False,
-    ) -> None:
-        with self._h2_conn as h2_conn:
-            self._request_url = url
-            self._h2_stream = h2_conn.get_next_available_stream_id()
-
-            if ":" in self.host:
-                authority = f"[{self.host}]:{self.port or 443}"
-            else:
-                authority = f"{self.host}:{self.port or 443}"
-
-            self._h2_headers.extend(
-                (
-                    (b":scheme", b"https"),
-                    (b":method", method.encode()),
-                    (b":authority", authority.encode()),
-                    (b":path", url.encode()),
-                )
-            )
-
-    def putheader(self, header: str, *values: str) -> None:  # type: ignore[override]
-        for value in values:
-            self._h2_headers.append(
-                (header.encode("utf-8").lower(), value.encode("utf-8"))
-            )
-
-    def endheaders(self) -> None:  # type: ignore[override]
-        with self._h2_conn as h2_conn:
-            h2_conn.send_headers(
-                stream_id=self._h2_stream,
-                headers=self._h2_headers,
-                end_stream=True,
-            )
-            if data_to_send := h2_conn.data_to_send():
-                self.sock.sendall(data_to_send)
-
-    def send(self, data: bytes) -> None:  # type: ignore[override]  # Defensive:
-        if not data:
-            return
-        raise NotImplementedError("Sending data isn't supported yet")
-
-    def getresponse(  # type: ignore[override]
-        self,
-    ) -> HTTP2Response:
-        status = None
-        data = bytearray()
-        with self._h2_conn as h2_conn:
-            end_stream = False
-            while not end_stream:
-                # TODO: Arbitrary read value.
-                if received_data := self.sock.recv(65535):
-                    events = h2_conn.receive_data(received_data)
-                    for event in events:
-                        if isinstance(event, h2.events.ResponseReceived):
-                            headers = HTTPHeaderDict()
-                            for header, value in event.headers:
-                                if header == b":status":
-                                    status = int(value.decode())
-                                else:
-                                    headers.add(
-                                        header.decode("ascii"), value.decode("ascii")
-                                    )
-
-                        elif isinstance(event, h2.events.DataReceived):
-                            data += event.data
-                            h2_conn.acknowledge_received_data(
-                                event.flow_controlled_length, event.stream_id
-                            )
-
-                        elif isinstance(event, h2.events.StreamEnded):
-                            end_stream = True
-
-                if data_to_send := h2_conn.data_to_send():
-                    self.sock.sendall(data_to_send)
-
-        # We always close to not have to handle connection management.
-        self.close()
-
-        assert status is not None
-        return HTTP2Response(
-            status=status,
-            headers=headers,
-            request_url=self._request_url,
-            data=bytes(data),
-        )
-
-    def close(self) -> None:
-        with self._h2_conn as h2_conn:
-            try:
-                h2_conn.close_connection()
-                if data := h2_conn.data_to_send():
-                    self.sock.sendall(data)
-            except Exception:
-                pass
-
-        # Reset all our HTTP/2 connection state.
-        self._h2_conn = self._new_h2_conn()
-        self._h2_stream = None
-        self._h2_headers = []
-
-        super().close()
-
-
-class HTTP2Response(BaseHTTPResponse):
-    # TODO: This is a woefully incomplete response object, but works for non-streaming.
-    def __init__(
-        self,
-        status: int,
-        headers: HTTPHeaderDict,
-        request_url: str,
-        data: bytes,
-        decode_content: bool = False,  # TODO: support decoding
-    ) -> None:
-        super().__init__(
-            status=status,
-            headers=headers,
-            # Following CPython, we map HTTP versions to major * 10 + minor integers
-            version=20,
-            version_string="HTTP/2",
-            # No reason phrase in HTTP/2
-            reason=None,
-            decode_content=decode_content,
-            request_url=request_url,
-        )
-        self._data = data
-        self.length_remaining = 0
-
-    @property
-    def data(self) -> bytes:
-        return self._data
-
-    def get_redirect_location(self) -> None:
-        return None
-
-    def close(self) -> None:
-        pass
-
-
-def inject_into_urllib3() -> None:
-    HTTPSConnectionPool.ConnectionCls = HTTP2Connection
-    urllib3.connection.HTTPSConnection = HTTP2Connection  # type: ignore[misc]
-
-    # TODO: Offer 'http/1.1' as well, but for testing purposes this is handy.
-    urllib3.util.ssl_.ALPN_PROTOCOLS = ["h2"]
-
-
-def extract_from_urllib3() -> None:
-    HTTPSConnectionPool.ConnectionCls = orig_HTTPSConnection
-    urllib3.connection.HTTPSConnection = orig_HTTPSConnection  # type: ignore[misc]
-
-    urllib3.util.ssl_.ALPN_PROTOCOLS = ["http/1.1"]
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
deleted file mode 100644
index 085d1dbaf..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/poolmanager.py
+++ /dev/null
@@ -1,637 +0,0 @@
-from __future__ import annotations
-
-import functools
-import logging
-import typing
-import warnings
-from types import TracebackType
-from urllib.parse import urljoin
-
-from ._collections import HTTPHeaderDict, RecentlyUsedContainer
-from ._request_methods import RequestMethods
-from .connection import ProxyConfig
-from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, port_by_scheme
-from .exceptions import (
-    LocationValueError,
-    MaxRetryError,
-    ProxySchemeUnknown,
-    URLSchemeUnknown,
-)
-from .response import BaseHTTPResponse
-from .util.connection import _TYPE_SOCKET_OPTIONS
-from .util.proxy import connection_requires_http_tunnel
-from .util.retry import Retry
-from .util.timeout import Timeout
-from .util.url import Url, parse_url
-
-if typing.TYPE_CHECKING:
-    import ssl
-
-    from typing_extensions import Self
-
-__all__ = ["PoolManager", "ProxyManager", "proxy_from_url"]
-
-
-log = logging.getLogger(__name__)
-
-SSL_KEYWORDS = (
-    "key_file",
-    "cert_file",
-    "cert_reqs",
-    "ca_certs",
-    "ca_cert_data",
-    "ssl_version",
-    "ssl_minimum_version",
-    "ssl_maximum_version",
-    "ca_cert_dir",
-    "ssl_context",
-    "key_password",
-    "server_hostname",
-)
-# Default value for `blocksize` - a new parameter introduced to
-# http.client.HTTPConnection & http.client.HTTPSConnection in Python 3.7
-_DEFAULT_BLOCKSIZE = 16384
-
-
-class PoolKey(typing.NamedTuple):
-    """
-    All known keyword arguments that could be provided to the pool manager, its
-    pools, or the underlying connections.
-
-    All custom key schemes should include the fields in this key at a minimum.
-    """
-
-    key_scheme: str
-    key_host: str
-    key_port: int | None
-    key_timeout: Timeout | float | int | None
-    key_retries: Retry | bool | int | None
-    key_block: bool | None
-    key_source_address: tuple[str, int] | None
-    key_key_file: str | None
-    key_key_password: str | None
-    key_cert_file: str | None
-    key_cert_reqs: str | None
-    key_ca_certs: str | None
-    key_ca_cert_data: str | bytes | None
-    key_ssl_version: int | str | None
-    key_ssl_minimum_version: ssl.TLSVersion | None
-    key_ssl_maximum_version: ssl.TLSVersion | None
-    key_ca_cert_dir: str | None
-    key_ssl_context: ssl.SSLContext | None
-    key_maxsize: int | None
-    key_headers: frozenset[tuple[str, str]] | None
-    key__proxy: Url | None
-    key__proxy_headers: frozenset[tuple[str, str]] | None
-    key__proxy_config: ProxyConfig | None
-    key_socket_options: _TYPE_SOCKET_OPTIONS | None
-    key__socks_options: frozenset[tuple[str, str]] | None
-    key_assert_hostname: bool | str | None
-    key_assert_fingerprint: str | None
-    key_server_hostname: str | None
-    key_blocksize: int | None
-
-
-def _default_key_normalizer(
-    key_class: type[PoolKey], request_context: dict[str, typing.Any]
-) -> PoolKey:
-    """
-    Create a pool key out of a request context dictionary.
-
-    According to RFC 3986, both the scheme and host are case-insensitive.
-    Therefore, this function normalizes both before constructing the pool
-    key for an HTTPS request. If you wish to change this behaviour, provide
-    alternate callables to ``key_fn_by_scheme``.
-
-    :param key_class:
-        The class to use when constructing the key. This should be a namedtuple
-        with the ``scheme`` and ``host`` keys at a minimum.
-    :type  key_class: namedtuple
-    :param request_context:
-        A dictionary-like object that contain the context for a request.
-    :type  request_context: dict
-
-    :return: A namedtuple that can be used as a connection pool key.
-    :rtype:  PoolKey
-    """
-    # Since we mutate the dictionary, make a copy first
-    context = request_context.copy()
-    context["scheme"] = context["scheme"].lower()
-    context["host"] = context["host"].lower()
-
-    # These are both dictionaries and need to be transformed into frozensets
-    for key in ("headers", "_proxy_headers", "_socks_options"):
-        if key in context and context[key] is not None:
-            context[key] = frozenset(context[key].items())
-
-    # The socket_options key may be a list and needs to be transformed into a
-    # tuple.
-    socket_opts = context.get("socket_options")
-    if socket_opts is not None:
-        context["socket_options"] = tuple(socket_opts)
-
-    # Map the kwargs to the names in the namedtuple - this is necessary since
-    # namedtuples can't have fields starting with '_'.
-    for key in list(context.keys()):
-        context["key_" + key] = context.pop(key)
-
-    # Default to ``None`` for keys missing from the context
-    for field in key_class._fields:
-        if field not in context:
-            context[field] = None
-
-    # Default key_blocksize to _DEFAULT_BLOCKSIZE if missing from the context
-    if context.get("key_blocksize") is None:
-        context["key_blocksize"] = _DEFAULT_BLOCKSIZE
-
-    return key_class(**context)
-
-
-#: A dictionary that maps a scheme to a callable that creates a pool key.
-#: This can be used to alter the way pool keys are constructed, if desired.
-#: Each PoolManager makes a copy of this dictionary so they can be configured
-#: globally here, or individually on the instance.
-key_fn_by_scheme = {
-    "http": functools.partial(_default_key_normalizer, PoolKey),
-    "https": functools.partial(_default_key_normalizer, PoolKey),
-}
-
-pool_classes_by_scheme = {"http": HTTPConnectionPool, "https": HTTPSConnectionPool}
-
-
-class PoolManager(RequestMethods):
-    """
-    Allows for arbitrary requests while transparently keeping track of
-    necessary connection pools for you.
-
-    :param num_pools:
-        Number of connection pools to cache before discarding the least
-        recently used pool.
-
-    :param headers:
-        Headers to include with all requests, unless other headers are given
-        explicitly.
-
-    :param \\**connection_pool_kw:
-        Additional parameters are used to create fresh
-        :class:`urllib3.connectionpool.ConnectionPool` instances.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        http = urllib3.PoolManager(num_pools=2)
-
-        resp1 = http.request("GET", "https://google.com/")
-        resp2 = http.request("GET", "https://google.com/mail")
-        resp3 = http.request("GET", "https://yahoo.com/")
-
-        print(len(http.pools))
-        # 2
-
-    """
-
-    proxy: Url | None = None
-    proxy_config: ProxyConfig | None = None
-
-    def __init__(
-        self,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        **connection_pool_kw: typing.Any,
-    ) -> None:
-        super().__init__(headers)
-        self.connection_pool_kw = connection_pool_kw
-
-        self.pools: RecentlyUsedContainer[PoolKey, HTTPConnectionPool]
-        self.pools = RecentlyUsedContainer(num_pools)
-
-        # Locally set the pool classes and keys so other PoolManagers can
-        # override them.
-        self.pool_classes_by_scheme = pool_classes_by_scheme
-        self.key_fn_by_scheme = key_fn_by_scheme.copy()
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(
-        self,
-        exc_type: type[BaseException] | None,
-        exc_val: BaseException | None,
-        exc_tb: TracebackType | None,
-    ) -> typing.Literal[False]:
-        self.clear()
-        # Return False to re-raise any potential exceptions
-        return False
-
-    def _new_pool(
-        self,
-        scheme: str,
-        host: str,
-        port: int,
-        request_context: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        """
-        Create a new :class:`urllib3.connectionpool.ConnectionPool` based on host, port, scheme, and
-        any additional pool keyword arguments.
-
-        If ``request_context`` is provided, it is provided as keyword arguments
-        to the pool class used. This method is used to actually create the
-        connection pools handed out by :meth:`connection_from_url` and
-        companion methods. It is intended to be overridden for customization.
-        """
-        pool_cls: type[HTTPConnectionPool] = self.pool_classes_by_scheme[scheme]
-        if request_context is None:
-            request_context = self.connection_pool_kw.copy()
-
-        # Default blocksize to _DEFAULT_BLOCKSIZE if missing or explicitly
-        # set to 'None' in the request_context.
-        if request_context.get("blocksize") is None:
-            request_context["blocksize"] = _DEFAULT_BLOCKSIZE
-
-        # Although the context has everything necessary to create the pool,
-        # this function has historically only used the scheme, host, and port
-        # in the positional args. When an API change is acceptable these can
-        # be removed.
-        for key in ("scheme", "host", "port"):
-            request_context.pop(key, None)
-
-        if scheme == "http":
-            for kw in SSL_KEYWORDS:
-                request_context.pop(kw, None)
-
-        return pool_cls(host, port, **request_context)
-
-    def clear(self) -> None:
-        """
-        Empty our store of pools and direct them all to close.
-
-        This will not affect in-flight connections, but they will not be
-        re-used after completion.
-        """
-        self.pools.clear()
-
-    def connection_from_host(
-        self,
-        host: str | None,
-        port: int | None = None,
-        scheme: str | None = "http",
-        pool_kwargs: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the host, port, and scheme.
-
-        If ``port`` isn't given, it will be derived from the ``scheme`` using
-        ``urllib3.connectionpool.port_by_scheme``. If ``pool_kwargs`` is
-        provided, it is merged with the instance's ``connection_pool_kw``
-        variable and used to create the new connection pool, if one is
-        needed.
-        """
-
-        if not host:
-            raise LocationValueError("No host specified.")
-
-        request_context = self._merge_pool_kwargs(pool_kwargs)
-        request_context["scheme"] = scheme or "http"
-        if not port:
-            port = port_by_scheme.get(request_context["scheme"].lower(), 80)
-        request_context["port"] = port
-        request_context["host"] = host
-
-        return self.connection_from_context(request_context)
-
-    def connection_from_context(
-        self, request_context: dict[str, typing.Any]
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the request context.
-
-        ``request_context`` must at least contain the ``scheme`` key and its
-        value must be a key in ``key_fn_by_scheme`` instance variable.
-        """
-        if "strict" in request_context:
-            warnings.warn(
-                "The 'strict' parameter is no longer needed on Python 3+. "
-                "This will raise an error in urllib3 v2.1.0.",
-                DeprecationWarning,
-            )
-            request_context.pop("strict")
-
-        scheme = request_context["scheme"].lower()
-        pool_key_constructor = self.key_fn_by_scheme.get(scheme)
-        if not pool_key_constructor:
-            raise URLSchemeUnknown(scheme)
-        pool_key = pool_key_constructor(request_context)
-
-        return self.connection_from_pool_key(pool_key, request_context=request_context)
-
-    def connection_from_pool_key(
-        self, pool_key: PoolKey, request_context: dict[str, typing.Any]
-    ) -> HTTPConnectionPool:
-        """
-        Get a :class:`urllib3.connectionpool.ConnectionPool` based on the provided pool key.
-
-        ``pool_key`` should be a namedtuple that only contains immutable
-        objects. At a minimum it must have the ``scheme``, ``host``, and
-        ``port`` fields.
-        """
-        with self.pools.lock:
-            # If the scheme, host, or port doesn't match existing open
-            # connections, open a new ConnectionPool.
-            pool = self.pools.get(pool_key)
-            if pool:
-                return pool
-
-            # Make a fresh ConnectionPool of the desired type
-            scheme = request_context["scheme"]
-            host = request_context["host"]
-            port = request_context["port"]
-            pool = self._new_pool(scheme, host, port, request_context=request_context)
-            self.pools[pool_key] = pool
-
-        return pool
-
-    def connection_from_url(
-        self, url: str, pool_kwargs: dict[str, typing.Any] | None = None
-    ) -> HTTPConnectionPool:
-        """
-        Similar to :func:`urllib3.connectionpool.connection_from_url`.
-
-        If ``pool_kwargs`` is not provided and a new pool needs to be
-        constructed, ``self.connection_pool_kw`` is used to initialize
-        the :class:`urllib3.connectionpool.ConnectionPool`. If ``pool_kwargs``
-        is provided, it is used instead. Note that if a new pool does not
-        need to be created for the request, the provided ``pool_kwargs`` are
-        not used.
-        """
-        u = parse_url(url)
-        return self.connection_from_host(
-            u.host, port=u.port, scheme=u.scheme, pool_kwargs=pool_kwargs
-        )
-
-    def _merge_pool_kwargs(
-        self, override: dict[str, typing.Any] | None
-    ) -> dict[str, typing.Any]:
-        """
-        Merge a dictionary of override values for self.connection_pool_kw.
-
-        This does not modify self.connection_pool_kw and returns a new dict.
-        Any keys in the override dictionary with a value of ``None`` are
-        removed from the merged dictionary.
-        """
-        base_pool_kwargs = self.connection_pool_kw.copy()
-        if override:
-            for key, value in override.items():
-                if value is None:
-                    try:
-                        del base_pool_kwargs[key]
-                    except KeyError:
-                        pass
-                else:
-                    base_pool_kwargs[key] = value
-        return base_pool_kwargs
-
-    def _proxy_requires_url_absolute_form(self, parsed_url: Url) -> bool:
-        """
-        Indicates if the proxy requires the complete destination URL in the
-        request.  Normally this is only needed when not using an HTTP CONNECT
-        tunnel.
-        """
-        if self.proxy is None:
-            return False
-
-        return not connection_requires_http_tunnel(
-            self.proxy, self.proxy_config, parsed_url.scheme
-        )
-
-    def urlopen(  # type: ignore[override]
-        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
-    ) -> BaseHTTPResponse:
-        """
-        Same as :meth:`urllib3.HTTPConnectionPool.urlopen`
-        with custom cross-host redirect logic and only sends the request-uri
-        portion of the ``url``.
-
-        The given ``url`` parameter must be absolute, such that an appropriate
-        :class:`urllib3.connectionpool.ConnectionPool` can be chosen for it.
-        """
-        u = parse_url(url)
-
-        if u.scheme is None:
-            warnings.warn(
-                "URLs without a scheme (ie 'https://') are deprecated and will raise an error "
-                "in a future version of urllib3. To avoid this DeprecationWarning ensure all URLs "
-                "start with 'https://' or 'http://'. Read more in this issue: "
-                "https://github.com/urllib3/urllib3/issues/2920",
-                category=DeprecationWarning,
-                stacklevel=2,
-            )
-
-        conn = self.connection_from_host(u.host, port=u.port, scheme=u.scheme)
-
-        kw["assert_same_host"] = False
-        kw["redirect"] = False
-
-        if "headers" not in kw:
-            kw["headers"] = self.headers
-
-        if self._proxy_requires_url_absolute_form(u):
-            response = conn.urlopen(method, url, **kw)
-        else:
-            response = conn.urlopen(method, u.request_uri, **kw)
-
-        redirect_location = redirect and response.get_redirect_location()
-        if not redirect_location:
-            return response
-
-        # Support relative URLs for redirecting.
-        redirect_location = urljoin(url, redirect_location)
-
-        if response.status == 303:
-            # Change the method according to RFC 9110, Section 15.4.4.
-            method = "GET"
-            # And lose the body not to transfer anything sensitive.
-            kw["body"] = None
-            kw["headers"] = HTTPHeaderDict(kw["headers"])._prepare_for_method_change()
-
-        retries = kw.get("retries")
-        if not isinstance(retries, Retry):
-            retries = Retry.from_int(retries, redirect=redirect)
-
-        # Strip headers marked as unsafe to forward to the redirected location.
-        # Check remove_headers_on_redirect to avoid a potential network call within
-        # conn.is_same_host() which may use socket.gethostbyname() in the future.
-        if retries.remove_headers_on_redirect and not conn.is_same_host(
-            redirect_location
-        ):
-            new_headers = kw["headers"].copy()
-            for header in kw["headers"]:
-                if header.lower() in retries.remove_headers_on_redirect:
-                    new_headers.pop(header, None)
-            kw["headers"] = new_headers
-
-        try:
-            retries = retries.increment(method, url, response=response, _pool=conn)
-        except MaxRetryError:
-            if retries.raise_on_redirect:
-                response.drain_conn()
-                raise
-            return response
-
-        kw["retries"] = retries
-        kw["redirect"] = redirect
-
-        log.info("Redirecting %s -> %s", url, redirect_location)
-
-        response.drain_conn()
-        return self.urlopen(method, redirect_location, **kw)
-
-
-class ProxyManager(PoolManager):
-    """
-    Behaves just like :class:`PoolManager`, but sends all requests through
-    the defined proxy, using the CONNECT method for HTTPS URLs.
-
-    :param proxy_url:
-        The URL of the proxy to be used.
-
-    :param proxy_headers:
-        A dictionary containing headers that will be sent to the proxy. In case
-        of HTTP they are being sent with each request, while in the
-        HTTPS/CONNECT case they are sent only once. Could be used for proxy
-        authentication.
-
-    :param proxy_ssl_context:
-        The proxy SSL context is used to establish the TLS connection to the
-        proxy when using HTTPS proxies.
-
-    :param use_forwarding_for_https:
-        (Defaults to False) If set to True will forward requests to the HTTPS
-        proxy to be made on behalf of the client instead of creating a TLS
-        tunnel via the CONNECT method. **Enabling this flag means that request
-        and response headers and content will be visible from the HTTPS proxy**
-        whereas tunneling keeps request and response headers and content
-        private.  IP address, target hostname, SNI, and port are always visible
-        to an HTTPS proxy even when this flag is disabled.
-
-    :param proxy_assert_hostname:
-        The hostname of the certificate to verify against.
-
-    :param proxy_assert_fingerprint:
-        The fingerprint of the certificate to verify against.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        proxy = urllib3.ProxyManager("https://localhost:3128/")
-
-        resp1 = proxy.request("GET", "https://google.com/")
-        resp2 = proxy.request("GET", "https://httpbin.org/")
-
-        print(len(proxy.pools))
-        # 1
-
-        resp3 = proxy.request("GET", "https://httpbin.org/")
-        resp4 = proxy.request("GET", "https://twitter.com/")
-
-        print(len(proxy.pools))
-        # 3
-
-    """
-
-    def __init__(
-        self,
-        proxy_url: str,
-        num_pools: int = 10,
-        headers: typing.Mapping[str, str] | None = None,
-        proxy_headers: typing.Mapping[str, str] | None = None,
-        proxy_ssl_context: ssl.SSLContext | None = None,
-        use_forwarding_for_https: bool = False,
-        proxy_assert_hostname: None | str | typing.Literal[False] = None,
-        proxy_assert_fingerprint: str | None = None,
-        **connection_pool_kw: typing.Any,
-    ) -> None:
-        if isinstance(proxy_url, HTTPConnectionPool):
-            str_proxy_url = f"{proxy_url.scheme}://{proxy_url.host}:{proxy_url.port}"
-        else:
-            str_proxy_url = proxy_url
-        proxy = parse_url(str_proxy_url)
-
-        if proxy.scheme not in ("http", "https"):
-            raise ProxySchemeUnknown(proxy.scheme)
-
-        if not proxy.port:
-            port = port_by_scheme.get(proxy.scheme, 80)
-            proxy = proxy._replace(port=port)
-
-        self.proxy = proxy
-        self.proxy_headers = proxy_headers or {}
-        self.proxy_ssl_context = proxy_ssl_context
-        self.proxy_config = ProxyConfig(
-            proxy_ssl_context,
-            use_forwarding_for_https,
-            proxy_assert_hostname,
-            proxy_assert_fingerprint,
-        )
-
-        connection_pool_kw["_proxy"] = self.proxy
-        connection_pool_kw["_proxy_headers"] = self.proxy_headers
-        connection_pool_kw["_proxy_config"] = self.proxy_config
-
-        super().__init__(num_pools, headers, **connection_pool_kw)
-
-    def connection_from_host(
-        self,
-        host: str | None,
-        port: int | None = None,
-        scheme: str | None = "http",
-        pool_kwargs: dict[str, typing.Any] | None = None,
-    ) -> HTTPConnectionPool:
-        if scheme == "https":
-            return super().connection_from_host(
-                host, port, scheme, pool_kwargs=pool_kwargs
-            )
-
-        return super().connection_from_host(
-            self.proxy.host, self.proxy.port, self.proxy.scheme, pool_kwargs=pool_kwargs  # type: ignore[union-attr]
-        )
-
-    def _set_proxy_headers(
-        self, url: str, headers: typing.Mapping[str, str] | None = None
-    ) -> typing.Mapping[str, str]:
-        """
-        Sets headers needed by proxies: specifically, the Accept and Host
-        headers. Only sets headers not provided by the user.
-        """
-        headers_ = {"Accept": "*/*"}
-
-        netloc = parse_url(url).netloc
-        if netloc:
-            headers_["Host"] = netloc
-
-        if headers:
-            headers_.update(headers)
-        return headers_
-
-    def urlopen(  # type: ignore[override]
-        self, method: str, url: str, redirect: bool = True, **kw: typing.Any
-    ) -> BaseHTTPResponse:
-        "Same as HTTP(S)ConnectionPool.urlopen, ``url`` must be absolute."
-        u = parse_url(url)
-        if not connection_requires_http_tunnel(self.proxy, self.proxy_config, u.scheme):
-            # For connections using HTTP CONNECT, httplib sets the necessary
-            # headers on the CONNECT to the proxy. If we're not using CONNECT,
-            # we'll definitely need to set 'Host' at the very least.
-            headers = kw.get("headers", self.headers)
-            kw["headers"] = self._set_proxy_headers(url, headers)
-
-        return super().urlopen(method, url, redirect=redirect, **kw)
-
-
-def proxy_from_url(url: str, **kw: typing.Any) -> ProxyManager:
-    return ProxyManager(proxy_url=url, **kw)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
deleted file mode 100644
index 5f3ea3d91..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/py.typed
+++ /dev/null
@@ -1,2 +0,0 @@
-# Instruct type checkers to look for inline type annotations in this package.
-# See PEP 561.
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
deleted file mode 100644
index a0273d65b..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/response.py
+++ /dev/null
@@ -1,1265 +0,0 @@
-from __future__ import annotations
-
-import collections
-import io
-import json as _json
-import logging
-import re
-import sys
-import typing
-import warnings
-import zlib
-from contextlib import contextmanager
-from http.client import HTTPMessage as _HttplibHTTPMessage
-from http.client import HTTPResponse as _HttplibHTTPResponse
-from socket import timeout as SocketTimeout
-
-if typing.TYPE_CHECKING:
-    from ._base_connection import BaseHTTPConnection
-
-try:
-    try:
-        import brotlicffi as brotli  # type: ignore[import-not-found]
-    except ImportError:
-        import brotli  # type: ignore[import-not-found]
-except ImportError:
-    brotli = None
-
-try:
-    import zstandard as zstd
-except (AttributeError, ImportError, ValueError):  # Defensive:
-    HAS_ZSTD = False
-else:
-    # The package 'zstandard' added the 'eof' property starting
-    # in v0.18.0 which we require to ensure a complete and
-    # valid zstd stream was fed into the ZstdDecoder.
-    # See: https://github.com/urllib3/urllib3/pull/2624
-    _zstd_version = tuple(
-        map(int, re.search(r"^([0-9]+)\.([0-9]+)", zstd.__version__).groups())  # type: ignore[union-attr]
-    )
-    if _zstd_version < (0, 18):  # Defensive:
-        HAS_ZSTD = False
-    else:
-        HAS_ZSTD = True
-
-from . import util
-from ._base_connection import _TYPE_BODY
-from ._collections import HTTPHeaderDict
-from .connection import BaseSSLError, HTTPConnection, HTTPException
-from .exceptions import (
-    BodyNotHttplibCompatible,
-    DecodeError,
-    HTTPError,
-    IncompleteRead,
-    InvalidChunkLength,
-    InvalidHeader,
-    ProtocolError,
-    ReadTimeoutError,
-    ResponseNotChunked,
-    SSLError,
-)
-from .util.response import is_fp_closed, is_response_to_head
-from .util.retry import Retry
-
-if typing.TYPE_CHECKING:
-    from .connectionpool import HTTPConnectionPool
-
-log = logging.getLogger(__name__)
-
-
-class ContentDecoder:
-    def decompress(self, data: bytes) -> bytes:
-        raise NotImplementedError()
-
-    def flush(self) -> bytes:
-        raise NotImplementedError()
-
-
-class DeflateDecoder(ContentDecoder):
-    def __init__(self) -> None:
-        self._first_try = True
-        self._data = b""
-        self._obj = zlib.decompressobj()
-
-    def decompress(self, data: bytes) -> bytes:
-        if not data:
-            return data
-
-        if not self._first_try:
-            return self._obj.decompress(data)
-
-        self._data += data
-        try:
-            decompressed = self._obj.decompress(data)
-            if decompressed:
-                self._first_try = False
-                self._data = None  # type: ignore[assignment]
-            return decompressed
-        except zlib.error:
-            self._first_try = False
-            self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
-            try:
-                return self.decompress(self._data)
-            finally:
-                self._data = None  # type: ignore[assignment]
-
-    def flush(self) -> bytes:
-        return self._obj.flush()
-
-
-class GzipDecoderState:
-    FIRST_MEMBER = 0
-    OTHER_MEMBERS = 1
-    SWALLOW_DATA = 2
-
-
-class GzipDecoder(ContentDecoder):
-    def __init__(self) -> None:
-        self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
-        self._state = GzipDecoderState.FIRST_MEMBER
-
-    def decompress(self, data: bytes) -> bytes:
-        ret = bytearray()
-        if self._state == GzipDecoderState.SWALLOW_DATA or not data:
-            return bytes(ret)
-        while True:
-            try:
-                ret += self._obj.decompress(data)
-            except zlib.error:
-                previous_state = self._state
-                # Ignore data after the first error
-                self._state = GzipDecoderState.SWALLOW_DATA
-                if previous_state == GzipDecoderState.OTHER_MEMBERS:
-                    # Allow trailing garbage acceptable in other gzip clients
-                    return bytes(ret)
-                raise
-            data = self._obj.unused_data
-            if not data:
-                return bytes(ret)
-            self._state = GzipDecoderState.OTHER_MEMBERS
-            self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
-
-    def flush(self) -> bytes:
-        return self._obj.flush()
-
-
-if brotli is not None:
-
-    class BrotliDecoder(ContentDecoder):
-        # Supports both 'brotlipy' and 'Brotli' packages
-        # since they share an import name. The top branches
-        # are for 'brotlipy' and bottom branches for 'Brotli'
-        def __init__(self) -> None:
-            self._obj = brotli.Decompressor()
-            if hasattr(self._obj, "decompress"):
-                setattr(self, "decompress", self._obj.decompress)
-            else:
-                setattr(self, "decompress", self._obj.process)
-
-        def flush(self) -> bytes:
-            if hasattr(self._obj, "flush"):
-                return self._obj.flush()  # type: ignore[no-any-return]
-            return b""
-
-
-if HAS_ZSTD:
-
-    class ZstdDecoder(ContentDecoder):
-        def __init__(self) -> None:
-            self._obj = zstd.ZstdDecompressor().decompressobj()
-
-        def decompress(self, data: bytes) -> bytes:
-            if not data:
-                return b""
-            data_parts = [self._obj.decompress(data)]
-            while self._obj.eof and self._obj.unused_data:
-                unused_data = self._obj.unused_data
-                self._obj = zstd.ZstdDecompressor().decompressobj()
-                data_parts.append(self._obj.decompress(unused_data))
-            return b"".join(data_parts)
-
-        def flush(self) -> bytes:
-            ret = self._obj.flush()  # note: this is a no-op
-            if not self._obj.eof:
-                raise DecodeError("Zstandard data is incomplete")
-            return ret
-
-
-class MultiDecoder(ContentDecoder):
-    """
-    From RFC7231:
-        If one or more encodings have been applied to a representation, the
-        sender that applied the encodings MUST generate a Content-Encoding
-        header field that lists the content codings in the order in which
-        they were applied.
-    """
-
-    def __init__(self, modes: str) -> None:
-        self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
-
-    def flush(self) -> bytes:
-        return self._decoders[0].flush()
-
-    def decompress(self, data: bytes) -> bytes:
-        for d in reversed(self._decoders):
-            data = d.decompress(data)
-        return data
-
-
-def _get_decoder(mode: str) -> ContentDecoder:
-    if "," in mode:
-        return MultiDecoder(mode)
-
-    # According to RFC 9110 section 8.4.1.3, recipients should
-    # consider x-gzip equivalent to gzip
-    if mode in ("gzip", "x-gzip"):
-        return GzipDecoder()
-
-    if brotli is not None and mode == "br":
-        return BrotliDecoder()
-
-    if HAS_ZSTD and mode == "zstd":
-        return ZstdDecoder()
-
-    return DeflateDecoder()
-
-
-class BytesQueueBuffer:
-    """Memory-efficient bytes buffer
-
-    To return decoded data in read() and still follow the BufferedIOBase API, we need a
-    buffer to always return the correct amount of bytes.
-
-    This buffer should be filled using calls to put()
-
-    Our maximum memory usage is determined by the sum of the size of:
-
-     * self.buffer, which contains the full data
-     * the largest chunk that we will copy in get()
-
-    The worst case scenario is a single chunk, in which case we'll make a full copy of
-    the data inside get().
-    """
-
-    def __init__(self) -> None:
-        self.buffer: typing.Deque[bytes] = collections.deque()
-        self._size: int = 0
-
-    def __len__(self) -> int:
-        return self._size
-
-    def put(self, data: bytes) -> None:
-        self.buffer.append(data)
-        self._size += len(data)
-
-    def get(self, n: int) -> bytes:
-        if n == 0:
-            return b""
-        elif not self.buffer:
-            raise RuntimeError("buffer is empty")
-        elif n < 0:
-            raise ValueError("n should be > 0")
-
-        fetched = 0
-        ret = io.BytesIO()
-        while fetched < n:
-            remaining = n - fetched
-            chunk = self.buffer.popleft()
-            chunk_length = len(chunk)
-            if remaining < chunk_length:
-                left_chunk, right_chunk = chunk[:remaining], chunk[remaining:]
-                ret.write(left_chunk)
-                self.buffer.appendleft(right_chunk)
-                self._size -= remaining
-                break
-            else:
-                ret.write(chunk)
-                self._size -= chunk_length
-            fetched += chunk_length
-
-            if not self.buffer:
-                break
-
-        return ret.getvalue()
-
-    def get_all(self) -> bytes:
-        buffer = self.buffer
-        if not buffer:
-            assert self._size == 0
-            return b""
-        if len(buffer) == 1:
-            result = buffer.pop()
-        else:
-            ret = io.BytesIO()
-            ret.writelines(buffer.popleft() for _ in range(len(buffer)))
-            result = ret.getvalue()
-        self._size = 0
-        return result
-
-
-class BaseHTTPResponse(io.IOBase):
-    CONTENT_DECODERS = ["gzip", "x-gzip", "deflate"]
-    if brotli is not None:
-        CONTENT_DECODERS += ["br"]
-    if HAS_ZSTD:
-        CONTENT_DECODERS += ["zstd"]
-    REDIRECT_STATUSES = [301, 302, 303, 307, 308]
-
-    DECODER_ERROR_CLASSES: tuple[type[Exception], ...] = (IOError, zlib.error)
-    if brotli is not None:
-        DECODER_ERROR_CLASSES += (brotli.error,)
-
-    if HAS_ZSTD:
-        DECODER_ERROR_CLASSES += (zstd.ZstdError,)
-
-    def __init__(
-        self,
-        *,
-        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
-        status: int,
-        version: int,
-        version_string: str,
-        reason: str | None,
-        decode_content: bool,
-        request_url: str | None,
-        retries: Retry | None = None,
-    ) -> None:
-        if isinstance(headers, HTTPHeaderDict):
-            self.headers = headers
-        else:
-            self.headers = HTTPHeaderDict(headers)  # type: ignore[arg-type]
-        self.status = status
-        self.version = version
-        self.version_string = version_string
-        self.reason = reason
-        self.decode_content = decode_content
-        self._has_decoded_content = False
-        self._request_url: str | None = request_url
-        self.retries = retries
-
-        self.chunked = False
-        tr_enc = self.headers.get("transfer-encoding", "").lower()
-        # Don't incur the penalty of creating a list and then discarding it
-        encodings = (enc.strip() for enc in tr_enc.split(","))
-        if "chunked" in encodings:
-            self.chunked = True
-
-        self._decoder: ContentDecoder | None = None
-        self.length_remaining: int | None
-
-    def get_redirect_location(self) -> str | None | typing.Literal[False]:
-        """
-        Should we redirect and where to?
-
-        :returns: Truthy redirect location string if we got a redirect status
-            code and valid location. ``None`` if redirect status and no
-            location. ``False`` if not a redirect status code.
-        """
-        if self.status in self.REDIRECT_STATUSES:
-            return self.headers.get("location")
-        return False
-
-    @property
-    def data(self) -> bytes:
-        raise NotImplementedError()
-
-    def json(self) -> typing.Any:
-        """
-        Deserializes the body of the HTTP response as a Python object.
-
-        The body of the HTTP response must be encoded using UTF-8, as per
-        `RFC 8529 Section 8.1 <https://www.rfc-editor.org/rfc/rfc8259#section-8.1>`_.
-
-        To use a custom JSON decoder pass the result of :attr:`HTTPResponse.data` to
-        your custom decoder instead.
-
-        If the body of the HTTP response is not decodable to UTF-8, a
-        `UnicodeDecodeError` will be raised. If the body of the HTTP response is not a
-        valid JSON document, a `json.JSONDecodeError` will be raised.
-
-        Read more :ref:`here <json_content>`.
-
-        :returns: The body of the HTTP response as a Python object.
-        """
-        data = self.data.decode("utf-8")
-        return _json.loads(data)
-
-    @property
-    def url(self) -> str | None:
-        raise NotImplementedError()
-
-    @url.setter
-    def url(self, url: str | None) -> None:
-        raise NotImplementedError()
-
-    @property
-    def connection(self) -> BaseHTTPConnection | None:
-        raise NotImplementedError()
-
-    @property
-    def retries(self) -> Retry | None:
-        return self._retries
-
-    @retries.setter
-    def retries(self, retries: Retry | None) -> None:
-        # Override the request_url if retries has a redirect location.
-        if retries is not None and retries.history:
-            self.url = retries.history[-1].redirect_location
-        self._retries = retries
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Iterator[bytes]:
-        raise NotImplementedError()
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-        cache_content: bool = False,
-    ) -> bytes:
-        raise NotImplementedError()
-
-    def read1(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> bytes:
-        raise NotImplementedError()
-
-    def read_chunked(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> typing.Iterator[bytes]:
-        raise NotImplementedError()
-
-    def release_conn(self) -> None:
-        raise NotImplementedError()
-
-    def drain_conn(self) -> None:
-        raise NotImplementedError()
-
-    def close(self) -> None:
-        raise NotImplementedError()
-
-    def _init_decoder(self) -> None:
-        """
-        Set-up the _decoder attribute if necessary.
-        """
-        # Note: content-encoding value should be case-insensitive, per RFC 7230
-        # Section 3.2
-        content_encoding = self.headers.get("content-encoding", "").lower()
-        if self._decoder is None:
-            if content_encoding in self.CONTENT_DECODERS:
-                self._decoder = _get_decoder(content_encoding)
-            elif "," in content_encoding:
-                encodings = [
-                    e.strip()
-                    for e in content_encoding.split(",")
-                    if e.strip() in self.CONTENT_DECODERS
-                ]
-                if encodings:
-                    self._decoder = _get_decoder(content_encoding)
-
-    def _decode(
-        self, data: bytes, decode_content: bool | None, flush_decoder: bool
-    ) -> bytes:
-        """
-        Decode the data passed in and potentially flush the decoder.
-        """
-        if not decode_content:
-            if self._has_decoded_content:
-                raise RuntimeError(
-                    "Calling read(decode_content=False) is not supported after "
-                    "read(decode_content=True) was called."
-                )
-            return data
-
-        try:
-            if self._decoder:
-                data = self._decoder.decompress(data)
-                self._has_decoded_content = True
-        except self.DECODER_ERROR_CLASSES as e:
-            content_encoding = self.headers.get("content-encoding", "").lower()
-            raise DecodeError(
-                "Received response with content-encoding: %s, but "
-                "failed to decode it." % content_encoding,
-                e,
-            ) from e
-        if flush_decoder:
-            data += self._flush_decoder()
-
-        return data
-
-    def _flush_decoder(self) -> bytes:
-        """
-        Flushes the decoder. Should only be called if the decoder is actually
-        being used.
-        """
-        if self._decoder:
-            return self._decoder.decompress(b"") + self._decoder.flush()
-        return b""
-
-    # Compatibility methods for `io` module
-    def readinto(self, b: bytearray) -> int:
-        temp = self.read(len(b))
-        if len(temp) == 0:
-            return 0
-        else:
-            b[: len(temp)] = temp
-            return len(temp)
-
-    # Compatibility methods for http.client.HTTPResponse
-    def getheaders(self) -> HTTPHeaderDict:
-        warnings.warn(
-            "HTTPResponse.getheaders() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead access HTTPResponse.headers directly.",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        return self.headers
-
-    def getheader(self, name: str, default: str | None = None) -> str | None:
-        warnings.warn(
-            "HTTPResponse.getheader() is deprecated and will be removed "
-            "in urllib3 v2.1.0. Instead use HTTPResponse.headers.get(name, default).",
-            category=DeprecationWarning,
-            stacklevel=2,
-        )
-        return self.headers.get(name, default)
-
-    # Compatibility method for http.cookiejar
-    def info(self) -> HTTPHeaderDict:
-        return self.headers
-
-    def geturl(self) -> str | None:
-        return self.url
-
-
-class HTTPResponse(BaseHTTPResponse):
-    """
-    HTTP Response container.
-
-    Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
-    loaded and decoded on-demand when the ``data`` property is accessed.  This
-    class is also compatible with the Python standard library's :mod:`io`
-    module, and can hence be treated as a readable object in the context of that
-    framework.
-
-    Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
-
-    :param preload_content:
-        If True, the response's body will be preloaded during construction.
-
-    :param decode_content:
-        If True, will attempt to decode the body based on the
-        'content-encoding' header.
-
-    :param original_response:
-        When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
-        object, it's convenient to include the original for debug purposes. It's
-        otherwise unused.
-
-    :param retries:
-        The retries contains the last :class:`~urllib3.util.retry.Retry` that
-        was used during the request.
-
-    :param enforce_content_length:
-        Enforce content length checking. Body returned by server must match
-        value of Content-Length header, if present. Otherwise, raise error.
-    """
-
-    def __init__(
-        self,
-        body: _TYPE_BODY = "",
-        headers: typing.Mapping[str, str] | typing.Mapping[bytes, bytes] | None = None,
-        status: int = 0,
-        version: int = 0,
-        version_string: str = "HTTP/?",
-        reason: str | None = None,
-        preload_content: bool = True,
-        decode_content: bool = True,
-        original_response: _HttplibHTTPResponse | None = None,
-        pool: HTTPConnectionPool | None = None,
-        connection: HTTPConnection | None = None,
-        msg: _HttplibHTTPMessage | None = None,
-        retries: Retry | None = None,
-        enforce_content_length: bool = True,
-        request_method: str | None = None,
-        request_url: str | None = None,
-        auto_close: bool = True,
-    ) -> None:
-        super().__init__(
-            headers=headers,
-            status=status,
-            version=version,
-            version_string=version_string,
-            reason=reason,
-            decode_content=decode_content,
-            request_url=request_url,
-            retries=retries,
-        )
-
-        self.enforce_content_length = enforce_content_length
-        self.auto_close = auto_close
-
-        self._body = None
-        self._fp: _HttplibHTTPResponse | None = None
-        self._original_response = original_response
-        self._fp_bytes_read = 0
-        self.msg = msg
-
-        if body and isinstance(body, (str, bytes)):
-            self._body = body
-
-        self._pool = pool
-        self._connection = connection
-
-        if hasattr(body, "read"):
-            self._fp = body  # type: ignore[assignment]
-
-        # Are we using the chunked-style of transfer encoding?
-        self.chunk_left: int | None = None
-
-        # Determine length of response
-        self.length_remaining = self._init_length(request_method)
-
-        # Used to return the correct amount of bytes for partial read()s
-        self._decoded_buffer = BytesQueueBuffer()
-
-        # If requested, preload the body.
-        if preload_content and not self._body:
-            self._body = self.read(decode_content=decode_content)
-
-    def release_conn(self) -> None:
-        if not self._pool or not self._connection:
-            return None
-
-        self._pool._put_conn(self._connection)
-        self._connection = None
-
-    def drain_conn(self) -> None:
-        """
-        Read and discard any remaining HTTP response data in the response connection.
-
-        Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
-        """
-        try:
-            self.read()
-        except (HTTPError, OSError, BaseSSLError, HTTPException):
-            pass
-
-    @property
-    def data(self) -> bytes:
-        # For backwards-compat with earlier urllib3 0.4 and earlier.
-        if self._body:
-            return self._body  # type: ignore[return-value]
-
-        if self._fp:
-            return self.read(cache_content=True)
-
-        return None  # type: ignore[return-value]
-
-    @property
-    def connection(self) -> HTTPConnection | None:
-        return self._connection
-
-    def isclosed(self) -> bool:
-        return is_fp_closed(self._fp)
-
-    def tell(self) -> int:
-        """
-        Obtain the number of bytes pulled over the wire so far. May differ from
-        the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
-        if bytes are encoded on the wire (e.g, compressed).
-        """
-        return self._fp_bytes_read
-
-    def _init_length(self, request_method: str | None) -> int | None:
-        """
-        Set initial length value for Response content if available.
-        """
-        length: int | None
-        content_length: str | None = self.headers.get("content-length")
-
-        if content_length is not None:
-            if self.chunked:
-                # This Response will fail with an IncompleteRead if it can't be
-                # received as chunked. This method falls back to attempt reading
-                # the response before raising an exception.
-                log.warning(
-                    "Received response with both Content-Length and "
-                    "Transfer-Encoding set. This is expressly forbidden "
-                    "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
-                    "attempting to process response as Transfer-Encoding: "
-                    "chunked."
-                )
-                return None
-
-            try:
-                # RFC 7230 section 3.3.2 specifies multiple content lengths can
-                # be sent in a single Content-Length header
-                # (e.g. Content-Length: 42, 42). This line ensures the values
-                # are all valid ints and that as long as the `set` length is 1,
-                # all values are the same. Otherwise, the header is invalid.
-                lengths = {int(val) for val in content_length.split(",")}
-                if len(lengths) > 1:
-                    raise InvalidHeader(
-                        "Content-Length contained multiple "
-                        "unmatching values (%s)" % content_length
-                    )
-                length = lengths.pop()
-            except ValueError:
-                length = None
-            else:
-                if length < 0:
-                    length = None
-
-        else:  # if content_length is None
-            length = None
-
-        # Convert status to int for comparison
-        # In some cases, httplib returns a status of "_UNKNOWN"
-        try:
-            status = int(self.status)
-        except ValueError:
-            status = 0
-
-        # Check for responses that shouldn't include a body
-        if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
-            length = 0
-
-        return length
-
-    @contextmanager
-    def _error_catcher(self) -> typing.Generator[None, None, None]:
-        """
-        Catch low-level python exceptions, instead re-raising urllib3
-        variants, so that low-level exceptions are not leaked in the
-        high-level api.
-
-        On exit, release the connection back to the pool.
-        """
-        clean_exit = False
-
-        try:
-            try:
-                yield
-
-            except SocketTimeout as e:
-                # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
-                # there is yet no clean way to get at it from this context.
-                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
-
-            except BaseSSLError as e:
-                # FIXME: Is there a better way to differentiate between SSLErrors?
-                if "read operation timed out" not in str(e):
-                    # SSL errors related to framing/MAC get wrapped and reraised here
-                    raise SSLError(e) from e
-
-                raise ReadTimeoutError(self._pool, None, "Read timed out.") from e  # type: ignore[arg-type]
-
-            except IncompleteRead as e:
-                if (
-                    e.expected is not None
-                    and e.partial is not None
-                    and e.expected == -e.partial
-                ):
-                    arg = "Response may not contain content."
-                else:
-                    arg = f"Connection broken: {e!r}"
-                raise ProtocolError(arg, e) from e
-
-            except (HTTPException, OSError) as e:
-                raise ProtocolError(f"Connection broken: {e!r}", e) from e
-
-            # If no exception is thrown, we should avoid cleaning up
-            # unnecessarily.
-            clean_exit = True
-        finally:
-            # If we didn't terminate cleanly, we need to throw away our
-            # connection.
-            if not clean_exit:
-                # The response may not be closed but we're not going to use it
-                # anymore so close it now to ensure that the connection is
-                # released back to the pool.
-                if self._original_response:
-                    self._original_response.close()
-
-                # Closing the response may not actually be sufficient to close
-                # everything, so if we have a hold of the connection close that
-                # too.
-                if self._connection:
-                    self._connection.close()
-
-            # If we hold the original response but it's closed now, we should
-            # return the connection back to the pool.
-            if self._original_response and self._original_response.isclosed():
-                self.release_conn()
-
-    def _fp_read(
-        self,
-        amt: int | None = None,
-        *,
-        read1: bool = False,
-    ) -> bytes:
-        """
-        Read a response with the thought that reading the number of bytes
-        larger than can fit in a 32-bit int at a time via SSL in some
-        known cases leads to an overflow error that has to be prevented
-        if `amt` or `self.length_remaining` indicate that a problem may
-        happen.
-
-        The known cases:
-          * 3.8 <= CPython < 3.9.7 because of a bug
-            https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
-          * urllib3 injected with pyOpenSSL-backed SSL-support.
-          * CPython < 3.10 only when `amt` does not fit 32-bit int.
-        """
-        assert self._fp
-        c_int_max = 2**31 - 1
-        if (
-            (amt and amt > c_int_max)
-            or (
-                amt is None
-                and self.length_remaining
-                and self.length_remaining > c_int_max
-            )
-        ) and (util.IS_PYOPENSSL or sys.version_info < (3, 10)):
-            if read1:
-                return self._fp.read1(c_int_max)
-            buffer = io.BytesIO()
-            # Besides `max_chunk_amt` being a maximum chunk size, it
-            # affects memory overhead of reading a response by this
-            # method in CPython.
-            # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
-            # chunk size that does not lead to an overflow error, but
-            # 256 MiB is a compromise.
-            max_chunk_amt = 2**28
-            while amt is None or amt != 0:
-                if amt is not None:
-                    chunk_amt = min(amt, max_chunk_amt)
-                    amt -= chunk_amt
-                else:
-                    chunk_amt = max_chunk_amt
-                data = self._fp.read(chunk_amt)
-                if not data:
-                    break
-                buffer.write(data)
-                del data  # to reduce peak memory usage by `max_chunk_amt`.
-            return buffer.getvalue()
-        elif read1:
-            return self._fp.read1(amt) if amt is not None else self._fp.read1()
-        else:
-            # StringIO doesn't like amt=None
-            return self._fp.read(amt) if amt is not None else self._fp.read()
-
-    def _raw_read(
-        self,
-        amt: int | None = None,
-        *,
-        read1: bool = False,
-    ) -> bytes:
-        """
-        Reads `amt` of bytes from the socket.
-        """
-        if self._fp is None:
-            return None  # type: ignore[return-value]
-
-        fp_closed = getattr(self._fp, "closed", False)
-
-        with self._error_catcher():
-            data = self._fp_read(amt, read1=read1) if not fp_closed else b""
-            if amt is not None and amt != 0 and not data:
-                # Platform-specific: Buggy versions of Python.
-                # Close the connection when no data is returned
-                #
-                # This is redundant to what httplib/http.client _should_
-                # already do.  However, versions of python released before
-                # December 15, 2012 (http://bugs.python.org/issue16298) do
-                # not properly close the connection in all cases. There is
-                # no harm in redundantly calling close.
-                self._fp.close()
-                if (
-                    self.enforce_content_length
-                    and self.length_remaining is not None
-                    and self.length_remaining != 0
-                ):
-                    # This is an edge case that httplib failed to cover due
-                    # to concerns of backward compatibility. We're
-                    # addressing it here to make sure IncompleteRead is
-                    # raised during streaming, so all calls with incorrect
-                    # Content-Length are caught.
-                    raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
-            elif read1 and (
-                (amt != 0 and not data) or self.length_remaining == len(data)
-            ):
-                # All data has been read, but `self._fp.read1` in
-                # CPython 3.12 and older doesn't always close
-                # `http.client.HTTPResponse`, so we close it here.
-                # See https://github.com/python/cpython/issues/113199
-                self._fp.close()
-
-        if data:
-            self._fp_bytes_read += len(data)
-            if self.length_remaining is not None:
-                self.length_remaining -= len(data)
-        return data
-
-    def read(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-        cache_content: bool = False,
-    ) -> bytes:
-        """
-        Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
-        parameters: ``decode_content`` and ``cache_content``.
-
-        :param amt:
-            How much of the content to read. If specified, caching is skipped
-            because it doesn't make sense to cache partial content as the full
-            response.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-
-        :param cache_content:
-            If True, will save the returned data such that the same result is
-            returned despite of the state of the underlying file object. This
-            is useful if you want the ``.data`` property to continue working
-            after having ``.read()`` the file object. (Overridden if ``amt`` is
-            set.)
-        """
-        self._init_decoder()
-        if decode_content is None:
-            decode_content = self.decode_content
-
-        if amt and amt < 0:
-            # Negative numbers and `None` should be treated the same.
-            amt = None
-        elif amt is not None:
-            cache_content = False
-
-            if len(self._decoded_buffer) >= amt:
-                return self._decoded_buffer.get(amt)
-
-        data = self._raw_read(amt)
-
-        flush_decoder = amt is None or (amt != 0 and not data)
-
-        if not data and len(self._decoded_buffer) == 0:
-            return data
-
-        if amt is None:
-            data = self._decode(data, decode_content, flush_decoder)
-            if cache_content:
-                self._body = data
-        else:
-            # do not waste memory on buffer when not decoding
-            if not decode_content:
-                if self._has_decoded_content:
-                    raise RuntimeError(
-                        "Calling read(decode_content=False) is not supported after "
-                        "read(decode_content=True) was called."
-                    )
-                return data
-
-            decoded_data = self._decode(data, decode_content, flush_decoder)
-            self._decoded_buffer.put(decoded_data)
-
-            while len(self._decoded_buffer) < amt and data:
-                # TODO make sure to initially read enough data to get past the headers
-                # For example, the GZ file header takes 10 bytes, we don't want to read
-                # it one byte at a time
-                data = self._raw_read(amt)
-                decoded_data = self._decode(data, decode_content, flush_decoder)
-                self._decoded_buffer.put(decoded_data)
-            data = self._decoded_buffer.get(amt)
-
-        return data
-
-    def read1(
-        self,
-        amt: int | None = None,
-        decode_content: bool | None = None,
-    ) -> bytes:
-        """
-        Similar to ``http.client.HTTPResponse.read1`` and documented
-        in :meth:`io.BufferedReader.read1`, but with an additional parameter:
-        ``decode_content``.
-
-        :param amt:
-            How much of the content to read.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        if decode_content is None:
-            decode_content = self.decode_content
-        if amt and amt < 0:
-            # Negative numbers and `None` should be treated the same.
-            amt = None
-        # try and respond without going to the network
-        if self._has_decoded_content:
-            if not decode_content:
-                raise RuntimeError(
-                    "Calling read1(decode_content=False) is not supported after "
-                    "read1(decode_content=True) was called."
-                )
-            if len(self._decoded_buffer) > 0:
-                if amt is None:
-                    return self._decoded_buffer.get_all()
-                return self._decoded_buffer.get(amt)
-        if amt == 0:
-            return b""
-
-        # FIXME, this method's type doesn't say returning None is possible
-        data = self._raw_read(amt, read1=True)
-        if not decode_content or data is None:
-            return data
-
-        self._init_decoder()
-        while True:
-            flush_decoder = not data
-            decoded_data = self._decode(data, decode_content, flush_decoder)
-            self._decoded_buffer.put(decoded_data)
-            if decoded_data or flush_decoder:
-                break
-            data = self._raw_read(8192, read1=True)
-
-        if amt is None:
-            return self._decoded_buffer.get_all()
-        return self._decoded_buffer.get(amt)
-
-    def stream(
-        self, amt: int | None = 2**16, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        A generator wrapper for the read() method. A call will block until
-        ``amt`` bytes have been read from the connection or until the
-        connection is closed.
-
-        :param amt:
-            How much of the content to read. The generator will return up to
-            much data per iteration, but may return less. This is particularly
-            likely when using compressed data. However, the empty string will
-            never be returned.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        if self.chunked and self.supports_chunked_reads():
-            yield from self.read_chunked(amt, decode_content=decode_content)
-        else:
-            while not is_fp_closed(self._fp) or len(self._decoded_buffer) > 0:
-                data = self.read(amt=amt, decode_content=decode_content)
-
-                if data:
-                    yield data
-
-    # Overrides from io.IOBase
-    def readable(self) -> bool:
-        return True
-
-    def close(self) -> None:
-        if not self.closed and self._fp:
-            self._fp.close()
-
-        if self._connection:
-            self._connection.close()
-
-        if not self.auto_close:
-            io.IOBase.close(self)
-
-    @property
-    def closed(self) -> bool:
-        if not self.auto_close:
-            return io.IOBase.closed.__get__(self)  # type: ignore[no-any-return]
-        elif self._fp is None:
-            return True
-        elif hasattr(self._fp, "isclosed"):
-            return self._fp.isclosed()
-        elif hasattr(self._fp, "closed"):
-            return self._fp.closed
-        else:
-            return True
-
-    def fileno(self) -> int:
-        if self._fp is None:
-            raise OSError("HTTPResponse has no file to get a fileno from")
-        elif hasattr(self._fp, "fileno"):
-            return self._fp.fileno()
-        else:
-            raise OSError(
-                "The file-like object this HTTPResponse is wrapped "
-                "around has no file descriptor"
-            )
-
-    def flush(self) -> None:
-        if (
-            self._fp is not None
-            and hasattr(self._fp, "flush")
-            and not getattr(self._fp, "closed", False)
-        ):
-            return self._fp.flush()
-
-    def supports_chunked_reads(self) -> bool:
-        """
-        Checks if the underlying file-like object looks like a
-        :class:`http.client.HTTPResponse` object. We do this by testing for
-        the fp attribute. If it is present we assume it returns raw chunks as
-        processed by read_chunked().
-        """
-        return hasattr(self._fp, "fp")
-
-    def _update_chunk_length(self) -> None:
-        # First, we'll figure out length of a chunk and then
-        # we'll try to read it from socket.
-        if self.chunk_left is not None:
-            return None
-        line = self._fp.fp.readline()  # type: ignore[union-attr]
-        line = line.split(b";", 1)[0]
-        try:
-            self.chunk_left = int(line, 16)
-        except ValueError:
-            self.close()
-            if line:
-                # Invalid chunked protocol response, abort.
-                raise InvalidChunkLength(self, line) from None
-            else:
-                # Truncated at start of next chunk
-                raise ProtocolError("Response ended prematurely") from None
-
-    def _handle_chunk(self, amt: int | None) -> bytes:
-        returned_chunk = None
-        if amt is None:
-            chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
-            returned_chunk = chunk
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-        elif self.chunk_left is not None and amt < self.chunk_left:
-            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
-            self.chunk_left = self.chunk_left - amt
-            returned_chunk = value
-        elif amt == self.chunk_left:
-            value = self._fp._safe_read(amt)  # type: ignore[union-attr]
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-            returned_chunk = value
-        else:  # amt > self.chunk_left
-            returned_chunk = self._fp._safe_read(self.chunk_left)  # type: ignore[union-attr]
-            self._fp._safe_read(2)  # type: ignore[union-attr] # Toss the CRLF at the end of the chunk.
-            self.chunk_left = None
-        return returned_chunk  # type: ignore[no-any-return]
-
-    def read_chunked(
-        self, amt: int | None = None, decode_content: bool | None = None
-    ) -> typing.Generator[bytes, None, None]:
-        """
-        Similar to :meth:`HTTPResponse.read`, but with an additional
-        parameter: ``decode_content``.
-
-        :param amt:
-            How much of the content to read. If specified, caching is skipped
-            because it doesn't make sense to cache partial content as the full
-            response.
-
-        :param decode_content:
-            If True, will attempt to decode the body based on the
-            'content-encoding' header.
-        """
-        self._init_decoder()
-        # FIXME: Rewrite this method and make it a class with a better structured logic.
-        if not self.chunked:
-            raise ResponseNotChunked(
-                "Response is not chunked. "
-                "Header 'transfer-encoding: chunked' is missing."
-            )
-        if not self.supports_chunked_reads():
-            raise BodyNotHttplibCompatible(
-                "Body should be http.client.HTTPResponse like. "
-                "It should have have an fp attribute which returns raw chunks."
-            )
-
-        with self._error_catcher():
-            # Don't bother reading the body of a HEAD request.
-            if self._original_response and is_response_to_head(self._original_response):
-                self._original_response.close()
-                return None
-
-            # If a response is already read and closed
-            # then return immediately.
-            if self._fp.fp is None:  # type: ignore[union-attr]
-                return None
-
-            if amt and amt < 0:
-                # Negative numbers and `None` should be treated the same,
-                # but httplib handles only `None` correctly.
-                amt = None
-
-            while True:
-                self._update_chunk_length()
-                if self.chunk_left == 0:
-                    break
-                chunk = self._handle_chunk(amt)
-                decoded = self._decode(
-                    chunk, decode_content=decode_content, flush_decoder=False
-                )
-                if decoded:
-                    yield decoded
-
-            if decode_content:
-                # On CPython and PyPy, we should never need to flush the
-                # decoder. However, on Jython we *might* need to, so
-                # lets defensively do it anyway.
-                decoded = self._flush_decoder()
-                if decoded:  # Platform-specific: Jython.
-                    yield decoded
-
-            # Chunk content ends with \r\n: discard it.
-            while self._fp is not None:
-                line = self._fp.fp.readline()
-                if not line:
-                    # Some sites may not end with '\r\n'.
-                    break
-                if line == b"\r\n":
-                    break
-
-            # We read everything; close the "file".
-            if self._original_response:
-                self._original_response.close()
-
-    @property
-    def url(self) -> str | None:
-        """
-        Returns the URL that was the source of this response.
-        If the request that generated this response redirected, this method
-        will return the final redirect location.
-        """
-        return self._request_url
-
-    @url.setter
-    def url(self, url: str) -> None:
-        self._request_url = url
-
-    def __iter__(self) -> typing.Iterator[bytes]:
-        buffer: list[bytes] = []
-        for chunk in self.stream(decode_content=True):
-            if b"\n" in chunk:
-                chunks = chunk.split(b"\n")
-                yield b"".join(buffer) + chunks[0] + b"\n"
-                for x in chunks[1:-1]:
-                    yield x + b"\n"
-                if chunks[-1]:
-                    buffer = [chunks[-1]]
-                else:
-                    buffer = []
-            else:
-                buffer.append(chunk)
-        if buffer:
-            yield b"".join(buffer)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
deleted file mode 100644
index 534126033..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/__init__.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# For backwards compatibility, provide imports that used to be here.
-from __future__ import annotations
-
-from .connection import is_connection_dropped
-from .request import SKIP_HEADER, SKIPPABLE_HEADERS, make_headers
-from .response import is_fp_closed
-from .retry import Retry
-from .ssl_ import (
-    ALPN_PROTOCOLS,
-    IS_PYOPENSSL,
-    SSLContext,
-    assert_fingerprint,
-    create_urllib3_context,
-    resolve_cert_reqs,
-    resolve_ssl_version,
-    ssl_wrap_socket,
-)
-from .timeout import Timeout
-from .url import Url, parse_url
-from .wait import wait_for_read, wait_for_write
-
-__all__ = (
-    "IS_PYOPENSSL",
-    "SSLContext",
-    "ALPN_PROTOCOLS",
-    "Retry",
-    "Timeout",
-    "Url",
-    "assert_fingerprint",
-    "create_urllib3_context",
-    "is_connection_dropped",
-    "is_fp_closed",
-    "parse_url",
-    "make_headers",
-    "resolve_cert_reqs",
-    "resolve_ssl_version",
-    "ssl_wrap_socket",
-    "wait_for_read",
-    "wait_for_write",
-    "SKIP_HEADER",
-    "SKIPPABLE_HEADERS",
-)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
deleted file mode 100644
index 5c7da73f4..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/connection.py
+++ /dev/null
@@ -1,137 +0,0 @@
-from __future__ import annotations
-
-import socket
-import typing
-
-from ..exceptions import LocationParseError
-from .timeout import _DEFAULT_TIMEOUT, _TYPE_TIMEOUT
-
-_TYPE_SOCKET_OPTIONS = typing.Sequence[typing.Tuple[int, int, typing.Union[int, bytes]]]
-
-if typing.TYPE_CHECKING:
-    from .._base_connection import BaseHTTPConnection
-
-
-def is_connection_dropped(conn: BaseHTTPConnection) -> bool:  # Platform-specific
-    """
-    Returns True if the connection is dropped and should be closed.
-    :param conn: :class:`urllib3.connection.HTTPConnection` object.
-    """
-    return not conn.is_connected
-
-
-# This function is copied from socket.py in the Python 2.7 standard
-# library test suite. Added to its signature is only `socket_options`.
-# One additional modification is that we avoid binding to IPv6 servers
-# discovered in DNS if the system doesn't have IPv6 functionality.
-def create_connection(
-    address: tuple[str, int],
-    timeout: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-    source_address: tuple[str, int] | None = None,
-    socket_options: _TYPE_SOCKET_OPTIONS | None = None,
-) -> socket.socket:
-    """Connect to *address* and return the socket object.
-
-    Convenience function.  Connect to *address* (a 2-tuple ``(host,
-    port)``) and return the socket object.  Passing the optional
-    *timeout* parameter will set the timeout on the socket instance
-    before attempting to connect.  If no *timeout* is supplied, the
-    global default timeout setting returned by :func:`socket.getdefaulttimeout`
-    is used.  If *source_address* is set it must be a tuple of (host, port)
-    for the socket to bind as a source address before making the connection.
-    An host of '' or port 0 tells the OS to use the default.
-    """
-
-    host, port = address
-    if host.startswith("["):
-        host = host.strip("[]")
-    err = None
-
-    # Using the value from allowed_gai_family() in the context of getaddrinfo lets
-    # us select whether to work with IPv4 DNS records, IPv6 records, or both.
-    # The original create_connection function always returns all records.
-    family = allowed_gai_family()
-
-    try:
-        host.encode("idna")
-    except UnicodeError:
-        raise LocationParseError(f"'{host}', label empty or too long") from None
-
-    for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
-        af, socktype, proto, canonname, sa = res
-        sock = None
-        try:
-            sock = socket.socket(af, socktype, proto)
-
-            # If provided, set socket level options before connecting.
-            _set_socket_options(sock, socket_options)
-
-            if timeout is not _DEFAULT_TIMEOUT:
-                sock.settimeout(timeout)
-            if source_address:
-                sock.bind(source_address)
-            sock.connect(sa)
-            # Break explicitly a reference cycle
-            err = None
-            return sock
-
-        except OSError as _:
-            err = _
-            if sock is not None:
-                sock.close()
-
-    if err is not None:
-        try:
-            raise err
-        finally:
-            # Break explicitly a reference cycle
-            err = None
-    else:
-        raise OSError("getaddrinfo returns an empty list")
-
-
-def _set_socket_options(
-    sock: socket.socket, options: _TYPE_SOCKET_OPTIONS | None
-) -> None:
-    if options is None:
-        return
-
-    for opt in options:
-        sock.setsockopt(*opt)
-
-
-def allowed_gai_family() -> socket.AddressFamily:
-    """This function is designed to work in the context of
-    getaddrinfo, where family=socket.AF_UNSPEC is the default and
-    will perform a DNS search for both IPv6 and IPv4 records."""
-
-    family = socket.AF_INET
-    if HAS_IPV6:
-        family = socket.AF_UNSPEC
-    return family
-
-
-def _has_ipv6(host: str) -> bool:
-    """Returns True if the system can bind an IPv6 address."""
-    sock = None
-    has_ipv6 = False
-
-    if socket.has_ipv6:
-        # has_ipv6 returns true if cPython was compiled with IPv6 support.
-        # It does not tell us if the system has IPv6 support enabled. To
-        # determine that we must bind to an IPv6 address.
-        # https://github.com/urllib3/urllib3/pull/611
-        # https://bugs.python.org/issue658327
-        try:
-            sock = socket.socket(socket.AF_INET6)
-            sock.bind((host, 0))
-            has_ipv6 = True
-        except Exception:
-            pass
-
-    if sock:
-        sock.close()
-    return has_ipv6
-
-
-HAS_IPV6 = _has_ipv6("::1")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
deleted file mode 100644
index 908fc6621..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/proxy.py
+++ /dev/null
@@ -1,43 +0,0 @@
-from __future__ import annotations
-
-import typing
-
-from .url import Url
-
-if typing.TYPE_CHECKING:
-    from ..connection import ProxyConfig
-
-
-def connection_requires_http_tunnel(
-    proxy_url: Url | None = None,
-    proxy_config: ProxyConfig | None = None,
-    destination_scheme: str | None = None,
-) -> bool:
-    """
-    Returns True if the connection requires an HTTP CONNECT through the proxy.
-
-    :param URL proxy_url:
-        URL of the proxy.
-    :param ProxyConfig proxy_config:
-        Proxy configuration from poolmanager.py
-    :param str destination_scheme:
-        The scheme of the destination. (i.e https, http, etc)
-    """
-    # If we're not using a proxy, no way to use a tunnel.
-    if proxy_url is None:
-        return False
-
-    # HTTP destinations never require tunneling, we always forward.
-    if destination_scheme == "http":
-        return False
-
-    # Support for forwarding with HTTPS proxies and HTTPS destinations.
-    if (
-        proxy_url.scheme == "https"
-        and proxy_config
-        and proxy_config.use_forwarding_for_https
-    ):
-        return False
-
-    # Otherwise always use a tunnel.
-    return True
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
deleted file mode 100644
index 859597e27..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/request.py
+++ /dev/null
@@ -1,256 +0,0 @@
-from __future__ import annotations
-
-import io
-import typing
-from base64 import b64encode
-from enum import Enum
-
-from ..exceptions import UnrewindableBodyError
-from .util import to_bytes
-
-if typing.TYPE_CHECKING:
-    from typing import Final
-
-# Pass as a value within ``headers`` to skip
-# emitting some HTTP headers that are added automatically.
-# The only headers that are supported are ``Accept-Encoding``,
-# ``Host``, and ``User-Agent``.
-SKIP_HEADER = "@@@SKIP_HEADER@@@"
-SKIPPABLE_HEADERS = frozenset(["accept-encoding", "host", "user-agent"])
-
-ACCEPT_ENCODING = "gzip,deflate"
-try:
-    try:
-        import brotlicffi as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
-    except ImportError:
-        import brotli as _unused_module_brotli  # type: ignore[import-not-found] # noqa: F401
-except ImportError:
-    pass
-else:
-    ACCEPT_ENCODING += ",br"
-try:
-    import zstandard as _unused_module_zstd  # noqa: F401
-except ImportError:
-    pass
-else:
-    ACCEPT_ENCODING += ",zstd"
-
-
-class _TYPE_FAILEDTELL(Enum):
-    token = 0
-
-
-_FAILEDTELL: Final[_TYPE_FAILEDTELL] = _TYPE_FAILEDTELL.token
-
-_TYPE_BODY_POSITION = typing.Union[int, _TYPE_FAILEDTELL]
-
-# When sending a request with these methods we aren't expecting
-# a body so don't need to set an explicit 'Content-Length: 0'
-# The reason we do this in the negative instead of tracking methods
-# which 'should' have a body is because unknown methods should be
-# treated as if they were 'POST' which *does* expect a body.
-_METHODS_NOT_EXPECTING_BODY = {"GET", "HEAD", "DELETE", "TRACE", "OPTIONS", "CONNECT"}
-
-
-def make_headers(
-    keep_alive: bool | None = None,
-    accept_encoding: bool | list[str] | str | None = None,
-    user_agent: str | None = None,
-    basic_auth: str | None = None,
-    proxy_basic_auth: str | None = None,
-    disable_cache: bool | None = None,
-) -> dict[str, str]:
-    """
-    Shortcuts for generating request headers.
-
-    :param keep_alive:
-        If ``True``, adds 'connection: keep-alive' header.
-
-    :param accept_encoding:
-        Can be a boolean, list, or string.
-        ``True`` translates to 'gzip,deflate'.  If either the ``brotli`` or
-        ``brotlicffi`` package is installed 'gzip,deflate,br' is used instead.
-        List will get joined by comma.
-        String will be used as provided.
-
-    :param user_agent:
-        String representing the user-agent you want, such as
-        "python-urllib3/0.6"
-
-    :param basic_auth:
-        Colon-separated username:password string for 'authorization: basic ...'
-        auth header.
-
-    :param proxy_basic_auth:
-        Colon-separated username:password string for 'proxy-authorization: basic ...'
-        auth header.
-
-    :param disable_cache:
-        If ``True``, adds 'cache-control: no-cache' header.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        print(urllib3.util.make_headers(keep_alive=True, user_agent="Batman/1.0"))
-        # {'connection': 'keep-alive', 'user-agent': 'Batman/1.0'}
-        print(urllib3.util.make_headers(accept_encoding=True))
-        # {'accept-encoding': 'gzip,deflate'}
-    """
-    headers: dict[str, str] = {}
-    if accept_encoding:
-        if isinstance(accept_encoding, str):
-            pass
-        elif isinstance(accept_encoding, list):
-            accept_encoding = ",".join(accept_encoding)
-        else:
-            accept_encoding = ACCEPT_ENCODING
-        headers["accept-encoding"] = accept_encoding
-
-    if user_agent:
-        headers["user-agent"] = user_agent
-
-    if keep_alive:
-        headers["connection"] = "keep-alive"
-
-    if basic_auth:
-        headers[
-            "authorization"
-        ] = f"Basic {b64encode(basic_auth.encode('latin-1')).decode()}"
-
-    if proxy_basic_auth:
-        headers[
-            "proxy-authorization"
-        ] = f"Basic {b64encode(proxy_basic_auth.encode('latin-1')).decode()}"
-
-    if disable_cache:
-        headers["cache-control"] = "no-cache"
-
-    return headers
-
-
-def set_file_position(
-    body: typing.Any, pos: _TYPE_BODY_POSITION | None
-) -> _TYPE_BODY_POSITION | None:
-    """
-    If a position is provided, move file to that point.
-    Otherwise, we'll attempt to record a position for future use.
-    """
-    if pos is not None:
-        rewind_body(body, pos)
-    elif getattr(body, "tell", None) is not None:
-        try:
-            pos = body.tell()
-        except OSError:
-            # This differentiates from None, allowing us to catch
-            # a failed `tell()` later when trying to rewind the body.
-            pos = _FAILEDTELL
-
-    return pos
-
-
-def rewind_body(body: typing.IO[typing.AnyStr], body_pos: _TYPE_BODY_POSITION) -> None:
-    """
-    Attempt to rewind body to a certain position.
-    Primarily used for request redirects and retries.
-
-    :param body:
-        File-like object that supports seek.
-
-    :param int pos:
-        Position to seek to in file.
-    """
-    body_seek = getattr(body, "seek", None)
-    if body_seek is not None and isinstance(body_pos, int):
-        try:
-            body_seek(body_pos)
-        except OSError as e:
-            raise UnrewindableBodyError(
-                "An error occurred when rewinding request body for redirect/retry."
-            ) from e
-    elif body_pos is _FAILEDTELL:
-        raise UnrewindableBodyError(
-            "Unable to record file position for rewinding "
-            "request body during a redirect/retry."
-        )
-    else:
-        raise ValueError(
-            f"body_pos must be of type integer, instead it was {type(body_pos)}."
-        )
-
-
-class ChunksAndContentLength(typing.NamedTuple):
-    chunks: typing.Iterable[bytes] | None
-    content_length: int | None
-
-
-def body_to_chunks(
-    body: typing.Any | None, method: str, blocksize: int
-) -> ChunksAndContentLength:
-    """Takes the HTTP request method, body, and blocksize and
-    transforms them into an iterable of chunks to pass to
-    socket.sendall() and an optional 'Content-Length' header.
-
-    A 'Content-Length' of 'None' indicates the length of the body
-    can't be determined so should use 'Transfer-Encoding: chunked'
-    for framing instead.
-    """
-
-    chunks: typing.Iterable[bytes] | None
-    content_length: int | None
-
-    # No body, we need to make a recommendation on 'Content-Length'
-    # based on whether that request method is expected to have
-    # a body or not.
-    if body is None:
-        chunks = None
-        if method.upper() not in _METHODS_NOT_EXPECTING_BODY:
-            content_length = 0
-        else:
-            content_length = None
-
-    # Bytes or strings become bytes
-    elif isinstance(body, (str, bytes)):
-        chunks = (to_bytes(body),)
-        content_length = len(chunks[0])
-
-    # File-like object, TODO: use seek() and tell() for length?
-    elif hasattr(body, "read"):
-
-        def chunk_readable() -> typing.Iterable[bytes]:
-            nonlocal body, blocksize
-            encode = isinstance(body, io.TextIOBase)
-            while True:
-                datablock = body.read(blocksize)
-                if not datablock:
-                    break
-                if encode:
-                    datablock = datablock.encode("iso-8859-1")
-                yield datablock
-
-        chunks = chunk_readable()
-        content_length = None
-
-    # Otherwise we need to start checking via duck-typing.
-    else:
-        try:
-            # Check if the body implements the buffer API.
-            mv = memoryview(body)
-        except TypeError:
-            try:
-                # Check if the body is an iterable
-                chunks = iter(body)
-                content_length = None
-            except TypeError:
-                raise TypeError(
-                    f"'body' must be a bytes-like object, file-like "
-                    f"object, or iterable. Instead was {body!r}"
-                ) from None
-        else:
-            # Since it implements the buffer API can be passed directly to socket.sendall()
-            chunks = (body,)
-            content_length = mv.nbytes
-
-    return ChunksAndContentLength(chunks=chunks, content_length=content_length)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
deleted file mode 100644
index 0f4578696..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/response.py
+++ /dev/null
@@ -1,101 +0,0 @@
-from __future__ import annotations
-
-import http.client as httplib
-from email.errors import MultipartInvariantViolationDefect, StartBoundaryNotFoundDefect
-
-from ..exceptions import HeaderParsingError
-
-
-def is_fp_closed(obj: object) -> bool:
-    """
-    Checks whether a given file-like object is closed.
-
-    :param obj:
-        The file-like object to check.
-    """
-
-    try:
-        # Check `isclosed()` first, in case Python3 doesn't set `closed`.
-        # GH Issue #928
-        return obj.isclosed()  # type: ignore[no-any-return, attr-defined]
-    except AttributeError:
-        pass
-
-    try:
-        # Check via the official file-like-object way.
-        return obj.closed  # type: ignore[no-any-return, attr-defined]
-    except AttributeError:
-        pass
-
-    try:
-        # Check if the object is a container for another file-like object that
-        # gets released on exhaustion (e.g. HTTPResponse).
-        return obj.fp is None  # type: ignore[attr-defined]
-    except AttributeError:
-        pass
-
-    raise ValueError("Unable to determine whether fp is closed.")
-
-
-def assert_header_parsing(headers: httplib.HTTPMessage) -> None:
-    """
-    Asserts whether all headers have been successfully parsed.
-    Extracts encountered errors from the result of parsing headers.
-
-    Only works on Python 3.
-
-    :param http.client.HTTPMessage headers: Headers to verify.
-
-    :raises urllib3.exceptions.HeaderParsingError:
-        If parsing errors are found.
-    """
-
-    # This will fail silently if we pass in the wrong kind of parameter.
-    # To make debugging easier add an explicit check.
-    if not isinstance(headers, httplib.HTTPMessage):
-        raise TypeError(f"expected httplib.Message, got {type(headers)}.")
-
-    unparsed_data = None
-
-    # get_payload is actually email.message.Message.get_payload;
-    # we're only interested in the result if it's not a multipart message
-    if not headers.is_multipart():
-        payload = headers.get_payload()
-
-        if isinstance(payload, (bytes, str)):
-            unparsed_data = payload
-
-    # httplib is assuming a response body is available
-    # when parsing headers even when httplib only sends
-    # header data to parse_headers() This results in
-    # defects on multipart responses in particular.
-    # See: https://github.com/urllib3/urllib3/issues/800
-
-    # So we ignore the following defects:
-    # - StartBoundaryNotFoundDefect:
-    #     The claimed start boundary was never found.
-    # - MultipartInvariantViolationDefect:
-    #     A message claimed to be a multipart but no subparts were found.
-    defects = [
-        defect
-        for defect in headers.defects
-        if not isinstance(
-            defect, (StartBoundaryNotFoundDefect, MultipartInvariantViolationDefect)
-        )
-    ]
-
-    if defects or unparsed_data:
-        raise HeaderParsingError(defects=defects, unparsed_data=unparsed_data)
-
-
-def is_response_to_head(response: httplib.HTTPResponse) -> bool:
-    """
-    Checks whether the request of a response has been a HEAD-request.
-
-    :param http.client.HTTPResponse response:
-        Response to check if the originating request
-        used 'HEAD' as a method.
-    """
-    # FIXME: Can we do this somehow without accessing private httplib _method?
-    method_str = response._method  # type: str  # type: ignore[attr-defined]
-    return method_str.upper() == "HEAD"
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
deleted file mode 100644
index 0456cceba..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/retry.py
+++ /dev/null
@@ -1,533 +0,0 @@
-from __future__ import annotations
-
-import email
-import logging
-import random
-import re
-import time
-import typing
-from itertools import takewhile
-from types import TracebackType
-
-from ..exceptions import (
-    ConnectTimeoutError,
-    InvalidHeader,
-    MaxRetryError,
-    ProtocolError,
-    ProxyError,
-    ReadTimeoutError,
-    ResponseError,
-)
-from .util import reraise
-
-if typing.TYPE_CHECKING:
-    from typing_extensions import Self
-
-    from ..connectionpool import ConnectionPool
-    from ..response import BaseHTTPResponse
-
-log = logging.getLogger(__name__)
-
-
-# Data structure for representing the metadata of requests that result in a retry.
-class RequestHistory(typing.NamedTuple):
-    method: str | None
-    url: str | None
-    error: Exception | None
-    status: int | None
-    redirect_location: str | None
-
-
-class Retry:
-    """Retry configuration.
-
-    Each retry attempt will create a new Retry object with updated values, so
-    they can be safely reused.
-
-    Retries can be defined as a default for a pool:
-
-    .. code-block:: python
-
-        retries = Retry(connect=5, read=2, redirect=5)
-        http = PoolManager(retries=retries)
-        response = http.request("GET", "https://example.com/")
-
-    Or per-request (which overrides the default for the pool):
-
-    .. code-block:: python
-
-        response = http.request("GET", "https://example.com/", retries=Retry(10))
-
-    Retries can be disabled by passing ``False``:
-
-    .. code-block:: python
-
-        response = http.request("GET", "https://example.com/", retries=False)
-
-    Errors will be wrapped in :class:`~urllib3.exceptions.MaxRetryError` unless
-    retries are disabled, in which case the causing exception will be raised.
-
-    :param int total:
-        Total number of retries to allow. Takes precedence over other counts.
-
-        Set to ``None`` to remove this constraint and fall back on other
-        counts.
-
-        Set to ``0`` to fail on the first retry.
-
-        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
-
-    :param int connect:
-        How many connection-related errors to retry on.
-
-        These are errors raised before the request is sent to the remote server,
-        which we assume has not triggered the server to process the request.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int read:
-        How many times to retry on read errors.
-
-        These errors are raised after the request was sent to the server, so the
-        request may have side-effects.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int redirect:
-        How many redirects to perform. Limit this to avoid infinite redirect
-        loops.
-
-        A redirect is a HTTP response with a status code 301, 302, 303, 307 or
-        308.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-        Set to ``False`` to disable and imply ``raise_on_redirect=False``.
-
-    :param int status:
-        How many times to retry on bad status codes.
-
-        These are retries made on responses, where status code matches
-        ``status_forcelist``.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-    :param int other:
-        How many times to retry on other errors.
-
-        Other errors are errors that are not connect, read, redirect or status errors.
-        These errors might be raised after the request was sent to the server, so the
-        request might have side-effects.
-
-        Set to ``0`` to fail on the first retry of this type.
-
-        If ``total`` is not set, it's a good idea to set this to 0 to account
-        for unexpected edge cases and avoid infinite retry loops.
-
-    :param Collection allowed_methods:
-        Set of uppercased HTTP method verbs that we should retry on.
-
-        By default, we only retry on methods which are considered to be
-        idempotent (multiple requests with the same parameters end with the
-        same state). See :attr:`Retry.DEFAULT_ALLOWED_METHODS`.
-
-        Set to a ``None`` value to retry on any verb.
-
-    :param Collection status_forcelist:
-        A set of integer HTTP status codes that we should force a retry on.
-        A retry is initiated if the request method is in ``allowed_methods``
-        and the response status code is in ``status_forcelist``.
-
-        By default, this is disabled with ``None``.
-
-    :param float backoff_factor:
-        A backoff factor to apply between attempts after the second try
-        (most errors are resolved immediately by a second try without a
-        delay). urllib3 will sleep for::
-
-            {backoff factor} * (2 ** ({number of previous retries}))
-
-        seconds. If `backoff_jitter` is non-zero, this sleep is extended by::
-
-            random.uniform(0, {backoff jitter})
-
-        seconds. For example, if the backoff_factor is 0.1, then :func:`Retry.sleep` will
-        sleep for [0.0s, 0.2s, 0.4s, 0.8s, ...] between retries. No backoff will ever
-        be longer than `backoff_max`.
-
-        By default, backoff is disabled (factor set to 0).
-
-    :param bool raise_on_redirect: Whether, if the number of redirects is
-        exhausted, to raise a MaxRetryError, or to return a response with a
-        response code in the 3xx range.
-
-    :param bool raise_on_status: Similar meaning to ``raise_on_redirect``:
-        whether we should raise an exception, or return a response,
-        if status falls in ``status_forcelist`` range and retries have
-        been exhausted.
-
-    :param tuple history: The history of the request encountered during
-        each call to :meth:`~Retry.increment`. The list is in the order
-        the requests occurred. Each list item is of class :class:`RequestHistory`.
-
-    :param bool respect_retry_after_header:
-        Whether to respect Retry-After header on status codes defined as
-        :attr:`Retry.RETRY_AFTER_STATUS_CODES` or not.
-
-    :param Collection remove_headers_on_redirect:
-        Sequence of headers to remove from the request when a response
-        indicating a redirect is returned before firing off the redirected
-        request.
-    """
-
-    #: Default methods to be used for ``allowed_methods``
-    DEFAULT_ALLOWED_METHODS = frozenset(
-        ["HEAD", "GET", "PUT", "DELETE", "OPTIONS", "TRACE"]
-    )
-
-    #: Default status codes to be used for ``status_forcelist``
-    RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503])
-
-    #: Default headers to be used for ``remove_headers_on_redirect``
-    DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset(
-        ["Cookie", "Authorization", "Proxy-Authorization"]
-    )
-
-    #: Default maximum backoff time.
-    DEFAULT_BACKOFF_MAX = 120
-
-    # Backward compatibility; assigned outside of the class.
-    DEFAULT: typing.ClassVar[Retry]
-
-    def __init__(
-        self,
-        total: bool | int | None = 10,
-        connect: int | None = None,
-        read: int | None = None,
-        redirect: bool | int | None = None,
-        status: int | None = None,
-        other: int | None = None,
-        allowed_methods: typing.Collection[str] | None = DEFAULT_ALLOWED_METHODS,
-        status_forcelist: typing.Collection[int] | None = None,
-        backoff_factor: float = 0,
-        backoff_max: float = DEFAULT_BACKOFF_MAX,
-        raise_on_redirect: bool = True,
-        raise_on_status: bool = True,
-        history: tuple[RequestHistory, ...] | None = None,
-        respect_retry_after_header: bool = True,
-        remove_headers_on_redirect: typing.Collection[
-            str
-        ] = DEFAULT_REMOVE_HEADERS_ON_REDIRECT,
-        backoff_jitter: float = 0.0,
-    ) -> None:
-        self.total = total
-        self.connect = connect
-        self.read = read
-        self.status = status
-        self.other = other
-
-        if redirect is False or total is False:
-            redirect = 0
-            raise_on_redirect = False
-
-        self.redirect = redirect
-        self.status_forcelist = status_forcelist or set()
-        self.allowed_methods = allowed_methods
-        self.backoff_factor = backoff_factor
-        self.backoff_max = backoff_max
-        self.raise_on_redirect = raise_on_redirect
-        self.raise_on_status = raise_on_status
-        self.history = history or ()
-        self.respect_retry_after_header = respect_retry_after_header
-        self.remove_headers_on_redirect = frozenset(
-            h.lower() for h in remove_headers_on_redirect
-        )
-        self.backoff_jitter = backoff_jitter
-
-    def new(self, **kw: typing.Any) -> Self:
-        params = dict(
-            total=self.total,
-            connect=self.connect,
-            read=self.read,
-            redirect=self.redirect,
-            status=self.status,
-            other=self.other,
-            allowed_methods=self.allowed_methods,
-            status_forcelist=self.status_forcelist,
-            backoff_factor=self.backoff_factor,
-            backoff_max=self.backoff_max,
-            raise_on_redirect=self.raise_on_redirect,
-            raise_on_status=self.raise_on_status,
-            history=self.history,
-            remove_headers_on_redirect=self.remove_headers_on_redirect,
-            respect_retry_after_header=self.respect_retry_after_header,
-            backoff_jitter=self.backoff_jitter,
-        )
-
-        params.update(kw)
-        return type(self)(**params)  # type: ignore[arg-type]
-
-    @classmethod
-    def from_int(
-        cls,
-        retries: Retry | bool | int | None,
-        redirect: bool | int | None = True,
-        default: Retry | bool | int | None = None,
-    ) -> Retry:
-        """Backwards-compatibility for the old retries format."""
-        if retries is None:
-            retries = default if default is not None else cls.DEFAULT
-
-        if isinstance(retries, Retry):
-            return retries
-
-        redirect = bool(redirect) and None
-        new_retries = cls(retries, redirect=redirect)
-        log.debug("Converted retries value: %r -> %r", retries, new_retries)
-        return new_retries
-
-    def get_backoff_time(self) -> float:
-        """Formula for computing the current backoff
-
-        :rtype: float
-        """
-        # We want to consider only the last consecutive errors sequence (Ignore redirects).
-        consecutive_errors_len = len(
-            list(
-                takewhile(lambda x: x.redirect_location is None, reversed(self.history))
-            )
-        )
-        if consecutive_errors_len <= 1:
-            return 0
-
-        backoff_value = self.backoff_factor * (2 ** (consecutive_errors_len - 1))
-        if self.backoff_jitter != 0.0:
-            backoff_value += random.random() * self.backoff_jitter
-        return float(max(0, min(self.backoff_max, backoff_value)))
-
-    def parse_retry_after(self, retry_after: str) -> float:
-        seconds: float
-        # Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4
-        if re.match(r"^\s*[0-9]+\s*$", retry_after):
-            seconds = int(retry_after)
-        else:
-            retry_date_tuple = email.utils.parsedate_tz(retry_after)
-            if retry_date_tuple is None:
-                raise InvalidHeader(f"Invalid Retry-After header: {retry_after}")
-
-            retry_date = email.utils.mktime_tz(retry_date_tuple)
-            seconds = retry_date - time.time()
-
-        seconds = max(seconds, 0)
-
-        return seconds
-
-    def get_retry_after(self, response: BaseHTTPResponse) -> float | None:
-        """Get the value of Retry-After in seconds."""
-
-        retry_after = response.headers.get("Retry-After")
-
-        if retry_after is None:
-            return None
-
-        return self.parse_retry_after(retry_after)
-
-    def sleep_for_retry(self, response: BaseHTTPResponse) -> bool:
-        retry_after = self.get_retry_after(response)
-        if retry_after:
-            time.sleep(retry_after)
-            return True
-
-        return False
-
-    def _sleep_backoff(self) -> None:
-        backoff = self.get_backoff_time()
-        if backoff <= 0:
-            return
-        time.sleep(backoff)
-
-    def sleep(self, response: BaseHTTPResponse | None = None) -> None:
-        """Sleep between retry attempts.
-
-        This method will respect a server's ``Retry-After`` response header
-        and sleep the duration of the time requested. If that is not present, it
-        will use an exponential backoff. By default, the backoff factor is 0 and
-        this method will return immediately.
-        """
-
-        if self.respect_retry_after_header and response:
-            slept = self.sleep_for_retry(response)
-            if slept:
-                return
-
-        self._sleep_backoff()
-
-    def _is_connection_error(self, err: Exception) -> bool:
-        """Errors when we're fairly sure that the server did not receive the
-        request, so it should be safe to retry.
-        """
-        if isinstance(err, ProxyError):
-            err = err.original_error
-        return isinstance(err, ConnectTimeoutError)
-
-    def _is_read_error(self, err: Exception) -> bool:
-        """Errors that occur after the request has been started, so we should
-        assume that the server began processing it.
-        """
-        return isinstance(err, (ReadTimeoutError, ProtocolError))
-
-    def _is_method_retryable(self, method: str) -> bool:
-        """Checks if a given HTTP method should be retried upon, depending if
-        it is included in the allowed_methods
-        """
-        if self.allowed_methods and method.upper() not in self.allowed_methods:
-            return False
-        return True
-
-    def is_retry(
-        self, method: str, status_code: int, has_retry_after: bool = False
-    ) -> bool:
-        """Is this method/status code retryable? (Based on allowlists and control
-        variables such as the number of total retries to allow, whether to
-        respect the Retry-After header, whether this header is present, and
-        whether the returned status code is on the list of status codes to
-        be retried upon on the presence of the aforementioned header)
-        """
-        if not self._is_method_retryable(method):
-            return False
-
-        if self.status_forcelist and status_code in self.status_forcelist:
-            return True
-
-        return bool(
-            self.total
-            and self.respect_retry_after_header
-            and has_retry_after
-            and (status_code in self.RETRY_AFTER_STATUS_CODES)
-        )
-
-    def is_exhausted(self) -> bool:
-        """Are we out of retries?"""
-        retry_counts = [
-            x
-            for x in (
-                self.total,
-                self.connect,
-                self.read,
-                self.redirect,
-                self.status,
-                self.other,
-            )
-            if x
-        ]
-        if not retry_counts:
-            return False
-
-        return min(retry_counts) < 0
-
-    def increment(
-        self,
-        method: str | None = None,
-        url: str | None = None,
-        response: BaseHTTPResponse | None = None,
-        error: Exception | None = None,
-        _pool: ConnectionPool | None = None,
-        _stacktrace: TracebackType | None = None,
-    ) -> Self:
-        """Return a new Retry object with incremented retry counters.
-
-        :param response: A response object, or None, if the server did not
-            return a response.
-        :type response: :class:`~urllib3.response.BaseHTTPResponse`
-        :param Exception error: An error encountered during the request, or
-            None if the response was received successfully.
-
-        :return: A new ``Retry`` object.
-        """
-        if self.total is False and error:
-            # Disabled, indicate to re-raise the error.
-            raise reraise(type(error), error, _stacktrace)
-
-        total = self.total
-        if total is not None:
-            total -= 1
-
-        connect = self.connect
-        read = self.read
-        redirect = self.redirect
-        status_count = self.status
-        other = self.other
-        cause = "unknown"
-        status = None
-        redirect_location = None
-
-        if error and self._is_connection_error(error):
-            # Connect retry?
-            if connect is False:
-                raise reraise(type(error), error, _stacktrace)
-            elif connect is not None:
-                connect -= 1
-
-        elif error and self._is_read_error(error):
-            # Read retry?
-            if read is False or method is None or not self._is_method_retryable(method):
-                raise reraise(type(error), error, _stacktrace)
-            elif read is not None:
-                read -= 1
-
-        elif error:
-            # Other retry?
-            if other is not None:
-                other -= 1
-
-        elif response and response.get_redirect_location():
-            # Redirect retry?
-            if redirect is not None:
-                redirect -= 1
-            cause = "too many redirects"
-            response_redirect_location = response.get_redirect_location()
-            if response_redirect_location:
-                redirect_location = response_redirect_location
-            status = response.status
-
-        else:
-            # Incrementing because of a server error like a 500 in
-            # status_forcelist and the given method is in the allowed_methods
-            cause = ResponseError.GENERIC_ERROR
-            if response and response.status:
-                if status_count is not None:
-                    status_count -= 1
-                cause = ResponseError.SPECIFIC_ERROR.format(status_code=response.status)
-                status = response.status
-
-        history = self.history + (
-            RequestHistory(method, url, error, status, redirect_location),
-        )
-
-        new_retry = self.new(
-            total=total,
-            connect=connect,
-            read=read,
-            redirect=redirect,
-            status=status_count,
-            other=other,
-            history=history,
-        )
-
-        if new_retry.is_exhausted():
-            reason = error or ResponseError(cause)
-            raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
-
-        log.debug("Incremented Retry for (url='%s'): %r", url, new_retry)
-
-        return new_retry
-
-    def __repr__(self) -> str:
-        return (
-            f"{type(self).__name__}(total={self.total}, connect={self.connect}, "
-            f"read={self.read}, redirect={self.redirect}, status={self.status})"
-        )
-
-
-# For backwards compatibility (equivalent to pre-v1.9):
-Retry.DEFAULT = Retry(3)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
deleted file mode 100644
index c46dd83e5..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_.py
+++ /dev/null
@@ -1,509 +0,0 @@
-from __future__ import annotations
-
-import hmac
-import os
-import socket
-import sys
-import typing
-import warnings
-from binascii import unhexlify
-from hashlib import md5, sha1, sha256
-
-from ..exceptions import ProxySchemeUnsupported, SSLError
-from .url import _BRACELESS_IPV6_ADDRZ_RE, _IPV4_RE
-
-SSLContext = None
-SSLTransport = None
-HAS_NEVER_CHECK_COMMON_NAME = False
-IS_PYOPENSSL = False
-ALPN_PROTOCOLS = ["http/1.1"]
-
-_TYPE_VERSION_INFO = typing.Tuple[int, int, int, str, int]
-
-# Maps the length of a digest to a possible hash function producing this digest
-HASHFUNC_MAP = {32: md5, 40: sha1, 64: sha256}
-
-
-def _is_bpo_43522_fixed(
-    implementation_name: str,
-    version_info: _TYPE_VERSION_INFO,
-    pypy_version_info: _TYPE_VERSION_INFO | None,
-) -> bool:
-    """Return True for CPython 3.8.9+, 3.9.3+ or 3.10+ and PyPy 7.3.8+ where
-    setting SSLContext.hostname_checks_common_name to False works.
-
-    Outside of CPython and PyPy we don't know which implementations work
-    or not so we conservatively use our hostname matching as we know that works
-    on all implementations.
-
-    https://github.com/urllib3/urllib3/issues/2192#issuecomment-821832963
-    https://foss.heptapod.net/pypy/pypy/-/issues/3539
-    """
-    if implementation_name == "pypy":
-        # https://foss.heptapod.net/pypy/pypy/-/issues/3129
-        return pypy_version_info >= (7, 3, 8)  # type: ignore[operator]
-    elif implementation_name == "cpython":
-        major_minor = version_info[:2]
-        micro = version_info[2]
-        return (
-            (major_minor == (3, 8) and micro >= 9)
-            or (major_minor == (3, 9) and micro >= 3)
-            or major_minor >= (3, 10)
-        )
-    else:  # Defensive:
-        return False
-
-
-def _is_has_never_check_common_name_reliable(
-    openssl_version: str,
-    openssl_version_number: int,
-    implementation_name: str,
-    version_info: _TYPE_VERSION_INFO,
-    pypy_version_info: _TYPE_VERSION_INFO | None,
-) -> bool:
-    # As of May 2023, all released versions of LibreSSL fail to reject certificates with
-    # only common names, see https://github.com/urllib3/urllib3/pull/3024
-    is_openssl = openssl_version.startswith("OpenSSL ")
-    # Before fixing OpenSSL issue #14579, the SSL_new() API was not copying hostflags
-    # like X509_CHECK_FLAG_NEVER_CHECK_SUBJECT, which tripped up CPython.
-    # https://github.com/openssl/openssl/issues/14579
-    # This was released in OpenSSL 1.1.1l+ (>=0x101010cf)
-    is_openssl_issue_14579_fixed = openssl_version_number >= 0x101010CF
-
-    return is_openssl and (
-        is_openssl_issue_14579_fixed
-        or _is_bpo_43522_fixed(implementation_name, version_info, pypy_version_info)
-    )
-
-
-if typing.TYPE_CHECKING:
-    from ssl import VerifyMode
-    from typing import TypedDict
-
-    from .ssltransport import SSLTransport as SSLTransportType
-
-    class _TYPE_PEER_CERT_RET_DICT(TypedDict, total=False):
-        subjectAltName: tuple[tuple[str, str], ...]
-        subject: tuple[tuple[tuple[str, str], ...], ...]
-        serialNumber: str
-
-
-# Mapping from 'ssl.PROTOCOL_TLSX' to 'TLSVersion.X'
-_SSL_VERSION_TO_TLS_VERSION: dict[int, int] = {}
-
-try:  # Do we have ssl at all?
-    import ssl
-    from ssl import (  # type: ignore[assignment]
-        CERT_REQUIRED,
-        HAS_NEVER_CHECK_COMMON_NAME,
-        OP_NO_COMPRESSION,
-        OP_NO_TICKET,
-        OPENSSL_VERSION,
-        OPENSSL_VERSION_NUMBER,
-        PROTOCOL_TLS,
-        PROTOCOL_TLS_CLIENT,
-        OP_NO_SSLv2,
-        OP_NO_SSLv3,
-        SSLContext,
-        TLSVersion,
-    )
-
-    PROTOCOL_SSLv23 = PROTOCOL_TLS
-
-    # Setting SSLContext.hostname_checks_common_name = False didn't work before CPython
-    # 3.8.9, 3.9.3, and 3.10 (but OK on PyPy) or OpenSSL 1.1.1l+
-    if HAS_NEVER_CHECK_COMMON_NAME and not _is_has_never_check_common_name_reliable(
-        OPENSSL_VERSION,
-        OPENSSL_VERSION_NUMBER,
-        sys.implementation.name,
-        sys.version_info,
-        sys.pypy_version_info if sys.implementation.name == "pypy" else None,  # type: ignore[attr-defined]
-    ):
-        HAS_NEVER_CHECK_COMMON_NAME = False
-
-    # Need to be careful here in case old TLS versions get
-    # removed in future 'ssl' module implementations.
-    for attr in ("TLSv1", "TLSv1_1", "TLSv1_2"):
-        try:
-            _SSL_VERSION_TO_TLS_VERSION[getattr(ssl, f"PROTOCOL_{attr}")] = getattr(
-                TLSVersion, attr
-            )
-        except AttributeError:  # Defensive:
-            continue
-
-    from .ssltransport import SSLTransport  # type: ignore[assignment]
-except ImportError:
-    OP_NO_COMPRESSION = 0x20000  # type: ignore[assignment]
-    OP_NO_TICKET = 0x4000  # type: ignore[assignment]
-    OP_NO_SSLv2 = 0x1000000  # type: ignore[assignment]
-    OP_NO_SSLv3 = 0x2000000  # type: ignore[assignment]
-    PROTOCOL_SSLv23 = PROTOCOL_TLS = 2  # type: ignore[assignment]
-    PROTOCOL_TLS_CLIENT = 16  # type: ignore[assignment]
-
-
-_TYPE_PEER_CERT_RET = typing.Union["_TYPE_PEER_CERT_RET_DICT", bytes, None]
-
-
-def assert_fingerprint(cert: bytes | None, fingerprint: str) -> None:
-    """
-    Checks if given fingerprint matches the supplied certificate.
-
-    :param cert:
-        Certificate as bytes object.
-    :param fingerprint:
-        Fingerprint as string of hexdigits, can be interspersed by colons.
-    """
-
-    if cert is None:
-        raise SSLError("No certificate for the peer.")
-
-    fingerprint = fingerprint.replace(":", "").lower()
-    digest_length = len(fingerprint)
-    hashfunc = HASHFUNC_MAP.get(digest_length)
-    if not hashfunc:
-        raise SSLError(f"Fingerprint of invalid length: {fingerprint}")
-
-    # We need encode() here for py32; works on py2 and p33.
-    fingerprint_bytes = unhexlify(fingerprint.encode())
-
-    cert_digest = hashfunc(cert).digest()
-
-    if not hmac.compare_digest(cert_digest, fingerprint_bytes):
-        raise SSLError(
-            f'Fingerprints did not match. Expected "{fingerprint}", got "{cert_digest.hex()}"'
-        )
-
-
-def resolve_cert_reqs(candidate: None | int | str) -> VerifyMode:
-    """
-    Resolves the argument to a numeric constant, which can be passed to
-    the wrap_socket function/method from the ssl module.
-    Defaults to :data:`ssl.CERT_REQUIRED`.
-    If given a string it is assumed to be the name of the constant in the
-    :mod:`ssl` module or its abbreviation.
-    (So you can specify `REQUIRED` instead of `CERT_REQUIRED`.
-    If it's neither `None` nor a string we assume it is already the numeric
-    constant which can directly be passed to wrap_socket.
-    """
-    if candidate is None:
-        return CERT_REQUIRED
-
-    if isinstance(candidate, str):
-        res = getattr(ssl, candidate, None)
-        if res is None:
-            res = getattr(ssl, "CERT_" + candidate)
-        return res  # type: ignore[no-any-return]
-
-    return candidate  # type: ignore[return-value]
-
-
-def resolve_ssl_version(candidate: None | int | str) -> int:
-    """
-    like resolve_cert_reqs
-    """
-    if candidate is None:
-        return PROTOCOL_TLS
-
-    if isinstance(candidate, str):
-        res = getattr(ssl, candidate, None)
-        if res is None:
-            res = getattr(ssl, "PROTOCOL_" + candidate)
-        return typing.cast(int, res)
-
-    return candidate
-
-
-def create_urllib3_context(
-    ssl_version: int | None = None,
-    cert_reqs: int | None = None,
-    options: int | None = None,
-    ciphers: str | None = None,
-    ssl_minimum_version: int | None = None,
-    ssl_maximum_version: int | None = None,
-) -> ssl.SSLContext:
-    """Creates and configures an :class:`ssl.SSLContext` instance for use with urllib3.
-
-    :param ssl_version:
-        The desired protocol version to use. This will default to
-        PROTOCOL_SSLv23 which will negotiate the highest protocol that both
-        the server and your installation of OpenSSL support.
-
-        This parameter is deprecated instead use 'ssl_minimum_version'.
-    :param ssl_minimum_version:
-        The minimum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
-    :param ssl_maximum_version:
-        The maximum version of TLS to be used. Use the 'ssl.TLSVersion' enum for specifying the value.
-        Not recommended to set to anything other than 'ssl.TLSVersion.MAXIMUM_SUPPORTED' which is the
-        default value.
-    :param cert_reqs:
-        Whether to require the certificate verification. This defaults to
-        ``ssl.CERT_REQUIRED``.
-    :param options:
-        Specific OpenSSL options. These default to ``ssl.OP_NO_SSLv2``,
-        ``ssl.OP_NO_SSLv3``, ``ssl.OP_NO_COMPRESSION``, and ``ssl.OP_NO_TICKET``.
-    :param ciphers:
-        Which cipher suites to allow the server to select. Defaults to either system configured
-        ciphers if OpenSSL 1.1.1+, otherwise uses a secure default set of ciphers.
-    :returns:
-        Constructed SSLContext object with specified options
-    :rtype: SSLContext
-    """
-    if SSLContext is None:
-        raise TypeError("Can't create an SSLContext object without an ssl module")
-
-    # This means 'ssl_version' was specified as an exact value.
-    if ssl_version not in (None, PROTOCOL_TLS, PROTOCOL_TLS_CLIENT):
-        # Disallow setting 'ssl_version' and 'ssl_minimum|maximum_version'
-        # to avoid conflicts.
-        if ssl_minimum_version is not None or ssl_maximum_version is not None:
-            raise ValueError(
-                "Can't specify both 'ssl_version' and either "
-                "'ssl_minimum_version' or 'ssl_maximum_version'"
-            )
-
-        # 'ssl_version' is deprecated and will be removed in the future.
-        else:
-            # Use 'ssl_minimum_version' and 'ssl_maximum_version' instead.
-            ssl_minimum_version = _SSL_VERSION_TO_TLS_VERSION.get(
-                ssl_version, TLSVersion.MINIMUM_SUPPORTED
-            )
-            ssl_maximum_version = _SSL_VERSION_TO_TLS_VERSION.get(
-                ssl_version, TLSVersion.MAXIMUM_SUPPORTED
-            )
-
-            # This warning message is pushing users to use 'ssl_minimum_version'
-            # instead of both min/max. Best practice is to only set the minimum version and
-            # keep the maximum version to be it's default value: 'TLSVersion.MAXIMUM_SUPPORTED'
-            warnings.warn(
-                "'ssl_version' option is deprecated and will be "
-                "removed in urllib3 v2.1.0. Instead use 'ssl_minimum_version'",
-                category=DeprecationWarning,
-                stacklevel=2,
-            )
-
-    # PROTOCOL_TLS is deprecated in Python 3.10 so we always use PROTOCOL_TLS_CLIENT
-    context = SSLContext(PROTOCOL_TLS_CLIENT)
-
-    if ssl_minimum_version is not None:
-        context.minimum_version = ssl_minimum_version
-    else:  # Python <3.10 defaults to 'MINIMUM_SUPPORTED' so explicitly set TLSv1.2 here
-        context.minimum_version = TLSVersion.TLSv1_2
-
-    if ssl_maximum_version is not None:
-        context.maximum_version = ssl_maximum_version
-
-    # Unless we're given ciphers defer to either system ciphers in
-    # the case of OpenSSL 1.1.1+ or use our own secure default ciphers.
-    if ciphers:
-        context.set_ciphers(ciphers)
-
-    # Setting the default here, as we may have no ssl module on import
-    cert_reqs = ssl.CERT_REQUIRED if cert_reqs is None else cert_reqs
-
-    if options is None:
-        options = 0
-        # SSLv2 is easily broken and is considered harmful and dangerous
-        options |= OP_NO_SSLv2
-        # SSLv3 has several problems and is now dangerous
-        options |= OP_NO_SSLv3
-        # Disable compression to prevent CRIME attacks for OpenSSL 1.0+
-        # (issue #309)
-        options |= OP_NO_COMPRESSION
-        # TLSv1.2 only. Unless set explicitly, do not request tickets.
-        # This may save some bandwidth on wire, and although the ticket is encrypted,
-        # there is a risk associated with it being on wire,
-        # if the server is not rotating its ticketing keys properly.
-        options |= OP_NO_TICKET
-
-    context.options |= options
-
-    # Enable post-handshake authentication for TLS 1.3, see GH #1634. PHA is
-    # necessary for conditional client cert authentication with TLS 1.3.
-    # The attribute is None for OpenSSL <= 1.1.0 or does not exist when using
-    # an SSLContext created by pyOpenSSL.
-    if getattr(context, "post_handshake_auth", None) is not None:
-        context.post_handshake_auth = True
-
-    # The order of the below lines setting verify_mode and check_hostname
-    # matter due to safe-guards SSLContext has to prevent an SSLContext with
-    # check_hostname=True, verify_mode=NONE/OPTIONAL.
-    # We always set 'check_hostname=False' for pyOpenSSL so we rely on our own
-    # 'ssl.match_hostname()' implementation.
-    if cert_reqs == ssl.CERT_REQUIRED and not IS_PYOPENSSL:
-        context.verify_mode = cert_reqs
-        context.check_hostname = True
-    else:
-        context.check_hostname = False
-        context.verify_mode = cert_reqs
-
-    try:
-        context.hostname_checks_common_name = False
-    except AttributeError:  # Defensive: for CPython < 3.8.9 and 3.9.3; for PyPy < 7.3.8
-        pass
-
-    # Enable logging of TLS session keys via defacto standard environment variable
-    # 'SSLKEYLOGFILE', if the feature is available (Python 3.8+). Skip empty values.
-    if hasattr(context, "keylog_filename"):
-        sslkeylogfile = os.environ.get("SSLKEYLOGFILE")
-        if sslkeylogfile:
-            context.keylog_filename = sslkeylogfile
-
-    return context
-
-
-@typing.overload
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = ...,
-    certfile: str | None = ...,
-    cert_reqs: int | None = ...,
-    ca_certs: str | None = ...,
-    server_hostname: str | None = ...,
-    ssl_version: int | None = ...,
-    ciphers: str | None = ...,
-    ssl_context: ssl.SSLContext | None = ...,
-    ca_cert_dir: str | None = ...,
-    key_password: str | None = ...,
-    ca_cert_data: None | str | bytes = ...,
-    tls_in_tls: typing.Literal[False] = ...,
-) -> ssl.SSLSocket:
-    ...
-
-
-@typing.overload
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = ...,
-    certfile: str | None = ...,
-    cert_reqs: int | None = ...,
-    ca_certs: str | None = ...,
-    server_hostname: str | None = ...,
-    ssl_version: int | None = ...,
-    ciphers: str | None = ...,
-    ssl_context: ssl.SSLContext | None = ...,
-    ca_cert_dir: str | None = ...,
-    key_password: str | None = ...,
-    ca_cert_data: None | str | bytes = ...,
-    tls_in_tls: bool = ...,
-) -> ssl.SSLSocket | SSLTransportType:
-    ...
-
-
-def ssl_wrap_socket(
-    sock: socket.socket,
-    keyfile: str | None = None,
-    certfile: str | None = None,
-    cert_reqs: int | None = None,
-    ca_certs: str | None = None,
-    server_hostname: str | None = None,
-    ssl_version: int | None = None,
-    ciphers: str | None = None,
-    ssl_context: ssl.SSLContext | None = None,
-    ca_cert_dir: str | None = None,
-    key_password: str | None = None,
-    ca_cert_data: None | str | bytes = None,
-    tls_in_tls: bool = False,
-) -> ssl.SSLSocket | SSLTransportType:
-    """
-    All arguments except for server_hostname, ssl_context, tls_in_tls, ca_cert_data and
-    ca_cert_dir have the same meaning as they do when using
-    :func:`ssl.create_default_context`, :meth:`ssl.SSLContext.load_cert_chain`,
-    :meth:`ssl.SSLContext.set_ciphers` and :meth:`ssl.SSLContext.wrap_socket`.
-
-    :param server_hostname:
-        When SNI is supported, the expected hostname of the certificate
-    :param ssl_context:
-        A pre-made :class:`SSLContext` object. If none is provided, one will
-        be created using :func:`create_urllib3_context`.
-    :param ciphers:
-        A string of ciphers we wish the client to support.
-    :param ca_cert_dir:
-        A directory containing CA certificates in multiple separate files, as
-        supported by OpenSSL's -CApath flag or the capath argument to
-        SSLContext.load_verify_locations().
-    :param key_password:
-        Optional password if the keyfile is encrypted.
-    :param ca_cert_data:
-        Optional string containing CA certificates in PEM format suitable for
-        passing as the cadata parameter to SSLContext.load_verify_locations()
-    :param tls_in_tls:
-        Use SSLTransport to wrap the existing socket.
-    """
-    context = ssl_context
-    if context is None:
-        # Note: This branch of code and all the variables in it are only used in tests.
-        # We should consider deprecating and removing this code.
-        context = create_urllib3_context(ssl_version, cert_reqs, ciphers=ciphers)
-
-    if ca_certs or ca_cert_dir or ca_cert_data:
-        try:
-            context.load_verify_locations(ca_certs, ca_cert_dir, ca_cert_data)
-        except OSError as e:
-            raise SSLError(e) from e
-
-    elif ssl_context is None and hasattr(context, "load_default_certs"):
-        # try to load OS default certs; works well on Windows.
-        context.load_default_certs()
-
-    # Attempt to detect if we get the goofy behavior of the
-    # keyfile being encrypted and OpenSSL asking for the
-    # passphrase via the terminal and instead error out.
-    if keyfile and key_password is None and _is_key_file_encrypted(keyfile):
-        raise SSLError("Client private key is encrypted, password is required")
-
-    if certfile:
-        if key_password is None:
-            context.load_cert_chain(certfile, keyfile)
-        else:
-            context.load_cert_chain(certfile, keyfile, key_password)
-
-    try:
-        context.set_alpn_protocols(ALPN_PROTOCOLS)
-    except NotImplementedError:  # Defensive: in CI, we always have set_alpn_protocols
-        pass
-
-    ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls, server_hostname)
-    return ssl_sock
-
-
-def is_ipaddress(hostname: str | bytes) -> bool:
-    """Detects whether the hostname given is an IPv4 or IPv6 address.
-    Also detects IPv6 addresses with Zone IDs.
-
-    :param str hostname: Hostname to examine.
-    :return: True if the hostname is an IP address, False otherwise.
-    """
-    if isinstance(hostname, bytes):
-        # IDN A-label bytes are ASCII compatible.
-        hostname = hostname.decode("ascii")
-    return bool(_IPV4_RE.match(hostname) or _BRACELESS_IPV6_ADDRZ_RE.match(hostname))
-
-
-def _is_key_file_encrypted(key_file: str) -> bool:
-    """Detects if a key file is encrypted or not."""
-    with open(key_file) as f:
-        for line in f:
-            # Look for Proc-Type: 4,ENCRYPTED
-            if "ENCRYPTED" in line:
-                return True
-
-    return False
-
-
-def _ssl_wrap_socket_impl(
-    sock: socket.socket,
-    ssl_context: ssl.SSLContext,
-    tls_in_tls: bool,
-    server_hostname: str | None = None,
-) -> ssl.SSLSocket | SSLTransportType:
-    if tls_in_tls:
-        if not SSLTransport:
-            # Import error, ssl is not available.
-            raise ProxySchemeUnsupported(
-                "TLS in TLS requires support for the 'ssl' module"
-            )
-
-        SSLTransport._validate_ssl_context_for_tls_in_tls(ssl_context)
-        return SSLTransport(sock, ssl_context, server_hostname)
-
-    return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
deleted file mode 100644
index 453cfd420..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssl_match_hostname.py
+++ /dev/null
@@ -1,159 +0,0 @@
-"""The match_hostname() function from Python 3.5, essential when using SSL."""
-
-# Note: This file is under the PSF license as the code comes from the python
-# stdlib.   http://docs.python.org/3/license.html
-# It is modified to remove commonName support.
-
-from __future__ import annotations
-
-import ipaddress
-import re
-import typing
-from ipaddress import IPv4Address, IPv6Address
-
-if typing.TYPE_CHECKING:
-    from .ssl_ import _TYPE_PEER_CERT_RET_DICT
-
-__version__ = "3.5.0.1"
-
-
-class CertificateError(ValueError):
-    pass
-
-
-def _dnsname_match(
-    dn: typing.Any, hostname: str, max_wildcards: int = 1
-) -> typing.Match[str] | None | bool:
-    """Matching according to RFC 6125, section 6.4.3
-
-    http://tools.ietf.org/html/rfc6125#section-6.4.3
-    """
-    pats = []
-    if not dn:
-        return False
-
-    # Ported from python3-syntax:
-    # leftmost, *remainder = dn.split(r'.')
-    parts = dn.split(r".")
-    leftmost = parts[0]
-    remainder = parts[1:]
-
-    wildcards = leftmost.count("*")
-    if wildcards > max_wildcards:
-        # Issue #17980: avoid denials of service by refusing more
-        # than one wildcard per fragment.  A survey of established
-        # policy among SSL implementations showed it to be a
-        # reasonable choice.
-        raise CertificateError(
-            "too many wildcards in certificate DNS name: " + repr(dn)
-        )
-
-    # speed up common case w/o wildcards
-    if not wildcards:
-        return bool(dn.lower() == hostname.lower())
-
-    # RFC 6125, section 6.4.3, subitem 1.
-    # The client SHOULD NOT attempt to match a presented identifier in which
-    # the wildcard character comprises a label other than the left-most label.
-    if leftmost == "*":
-        # When '*' is a fragment by itself, it matches a non-empty dotless
-        # fragment.
-        pats.append("[^.]+")
-    elif leftmost.startswith("xn--") or hostname.startswith("xn--"):
-        # RFC 6125, section 6.4.3, subitem 3.
-        # The client SHOULD NOT attempt to match a presented identifier
-        # where the wildcard character is embedded within an A-label or
-        # U-label of an internationalized domain name.
-        pats.append(re.escape(leftmost))
-    else:
-        # Otherwise, '*' matches any dotless string, e.g. www*
-        pats.append(re.escape(leftmost).replace(r"\*", "[^.]*"))
-
-    # add the remaining fragments, ignore any wildcards
-    for frag in remainder:
-        pats.append(re.escape(frag))
-
-    pat = re.compile(r"\A" + r"\.".join(pats) + r"\Z", re.IGNORECASE)
-    return pat.match(hostname)
-
-
-def _ipaddress_match(ipname: str, host_ip: IPv4Address | IPv6Address) -> bool:
-    """Exact matching of IP addresses.
-
-    RFC 9110 section 4.3.5: "A reference identity of IP-ID contains the decoded
-    bytes of the IP address. An IP version 4 address is 4 octets, and an IP
-    version 6 address is 16 octets. [...] A reference identity of type IP-ID
-    matches if the address is identical to an iPAddress value of the
-    subjectAltName extension of the certificate."
-    """
-    # OpenSSL may add a trailing newline to a subjectAltName's IP address
-    # Divergence from upstream: ipaddress can't handle byte str
-    ip = ipaddress.ip_address(ipname.rstrip())
-    return bool(ip.packed == host_ip.packed)
-
-
-def match_hostname(
-    cert: _TYPE_PEER_CERT_RET_DICT | None,
-    hostname: str,
-    hostname_checks_common_name: bool = False,
-) -> None:
-    """Verify that *cert* (in decoded format as returned by
-    SSLSocket.getpeercert()) matches the *hostname*.  RFC 2818 and RFC 6125
-    rules are followed, but IP addresses are not accepted for *hostname*.
-
-    CertificateError is raised on failure. On success, the function
-    returns nothing.
-    """
-    if not cert:
-        raise ValueError(
-            "empty or no certificate, match_hostname needs a "
-            "SSL socket or SSL context with either "
-            "CERT_OPTIONAL or CERT_REQUIRED"
-        )
-    try:
-        # Divergence from upstream: ipaddress can't handle byte str
-        #
-        # The ipaddress module shipped with Python < 3.9 does not support
-        # scoped IPv6 addresses so we unconditionally strip the Zone IDs for
-        # now. Once we drop support for Python 3.9 we can remove this branch.
-        if "%" in hostname:
-            host_ip = ipaddress.ip_address(hostname[: hostname.rfind("%")])
-        else:
-            host_ip = ipaddress.ip_address(hostname)
-
-    except ValueError:
-        # Not an IP address (common case)
-        host_ip = None
-    dnsnames = []
-    san: tuple[tuple[str, str], ...] = cert.get("subjectAltName", ())
-    key: str
-    value: str
-    for key, value in san:
-        if key == "DNS":
-            if host_ip is None and _dnsname_match(value, hostname):
-                return
-            dnsnames.append(value)
-        elif key == "IP Address":
-            if host_ip is not None and _ipaddress_match(value, host_ip):
-                return
-            dnsnames.append(value)
-
-    # We only check 'commonName' if it's enabled and we're not verifying
-    # an IP address. IP addresses aren't valid within 'commonName'.
-    if hostname_checks_common_name and host_ip is None and not dnsnames:
-        for sub in cert.get("subject", ()):
-            for key, value in sub:
-                if key == "commonName":
-                    if _dnsname_match(value, hostname):
-                        return
-                    dnsnames.append(value)
-
-    if len(dnsnames) > 1:
-        raise CertificateError(
-            "hostname %r "
-            "doesn't match either of %s" % (hostname, ", ".join(map(repr, dnsnames)))
-        )
-    elif len(dnsnames) == 1:
-        raise CertificateError(f"hostname {hostname!r} doesn't match {dnsnames[0]!r}")
-    else:
-        raise CertificateError("no appropriate subjectAltName fields were found")
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
deleted file mode 100644
index b52c477c7..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/ssltransport.py
+++ /dev/null
@@ -1,279 +0,0 @@
-from __future__ import annotations
-
-import io
-import socket
-import ssl
-import typing
-
-from ..exceptions import ProxySchemeUnsupported
-
-if typing.TYPE_CHECKING:
-    from typing_extensions import Self
-
-    from .ssl_ import _TYPE_PEER_CERT_RET, _TYPE_PEER_CERT_RET_DICT
-
-
-_WriteBuffer = typing.Union[bytearray, memoryview]
-_ReturnValue = typing.TypeVar("_ReturnValue")
-
-SSL_BLOCKSIZE = 16384
-
-
-class SSLTransport:
-    """
-    The SSLTransport wraps an existing socket and establishes an SSL connection.
-
-    Contrary to Python's implementation of SSLSocket, it allows you to chain
-    multiple TLS connections together. It's particularly useful if you need to
-    implement TLS within TLS.
-
-    The class supports most of the socket API operations.
-    """
-
-    @staticmethod
-    def _validate_ssl_context_for_tls_in_tls(ssl_context: ssl.SSLContext) -> None:
-        """
-        Raises a ProxySchemeUnsupported if the provided ssl_context can't be used
-        for TLS in TLS.
-
-        The only requirement is that the ssl_context provides the 'wrap_bio'
-        methods.
-        """
-
-        if not hasattr(ssl_context, "wrap_bio"):
-            raise ProxySchemeUnsupported(
-                "TLS in TLS requires SSLContext.wrap_bio() which isn't "
-                "available on non-native SSLContext"
-            )
-
-    def __init__(
-        self,
-        socket: socket.socket,
-        ssl_context: ssl.SSLContext,
-        server_hostname: str | None = None,
-        suppress_ragged_eofs: bool = True,
-    ) -> None:
-        """
-        Create an SSLTransport around socket using the provided ssl_context.
-        """
-        self.incoming = ssl.MemoryBIO()
-        self.outgoing = ssl.MemoryBIO()
-
-        self.suppress_ragged_eofs = suppress_ragged_eofs
-        self.socket = socket
-
-        self.sslobj = ssl_context.wrap_bio(
-            self.incoming, self.outgoing, server_hostname=server_hostname
-        )
-
-        # Perform initial handshake.
-        self._ssl_io_loop(self.sslobj.do_handshake)
-
-    def __enter__(self) -> Self:
-        return self
-
-    def __exit__(self, *_: typing.Any) -> None:
-        self.close()
-
-    def fileno(self) -> int:
-        return self.socket.fileno()
-
-    def read(self, len: int = 1024, buffer: typing.Any | None = None) -> int | bytes:
-        return self._wrap_ssl_read(len, buffer)
-
-    def recv(self, buflen: int = 1024, flags: int = 0) -> int | bytes:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to recv")
-        return self._wrap_ssl_read(buflen)
-
-    def recv_into(
-        self,
-        buffer: _WriteBuffer,
-        nbytes: int | None = None,
-        flags: int = 0,
-    ) -> None | int | bytes:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to recv_into")
-        if nbytes is None:
-            nbytes = len(buffer)
-        return self.read(nbytes, buffer)
-
-    def sendall(self, data: bytes, flags: int = 0) -> None:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to sendall")
-        count = 0
-        with memoryview(data) as view, view.cast("B") as byte_view:
-            amount = len(byte_view)
-            while count < amount:
-                v = self.send(byte_view[count:])
-                count += v
-
-    def send(self, data: bytes, flags: int = 0) -> int:
-        if flags != 0:
-            raise ValueError("non-zero flags not allowed in calls to send")
-        return self._ssl_io_loop(self.sslobj.write, data)
-
-    def makefile(
-        self,
-        mode: str,
-        buffering: int | None = None,
-        *,
-        encoding: str | None = None,
-        errors: str | None = None,
-        newline: str | None = None,
-    ) -> typing.BinaryIO | typing.TextIO | socket.SocketIO:
-        """
-        Python's httpclient uses makefile and buffered io when reading HTTP
-        messages and we need to support it.
-
-        This is unfortunately a copy and paste of socket.py makefile with small
-        changes to point to the socket directly.
-        """
-        if not set(mode) <= {"r", "w", "b"}:
-            raise ValueError(f"invalid mode {mode!r} (only r, w, b allowed)")
-
-        writing = "w" in mode
-        reading = "r" in mode or not writing
-        assert reading or writing
-        binary = "b" in mode
-        rawmode = ""
-        if reading:
-            rawmode += "r"
-        if writing:
-            rawmode += "w"
-        raw = socket.SocketIO(self, rawmode)  # type: ignore[arg-type]
-        self.socket._io_refs += 1  # type: ignore[attr-defined]
-        if buffering is None:
-            buffering = -1
-        if buffering < 0:
-            buffering = io.DEFAULT_BUFFER_SIZE
-        if buffering == 0:
-            if not binary:
-                raise ValueError("unbuffered streams must be binary")
-            return raw
-        buffer: typing.BinaryIO
-        if reading and writing:
-            buffer = io.BufferedRWPair(raw, raw, buffering)  # type: ignore[assignment]
-        elif reading:
-            buffer = io.BufferedReader(raw, buffering)
-        else:
-            assert writing
-            buffer = io.BufferedWriter(raw, buffering)
-        if binary:
-            return buffer
-        text = io.TextIOWrapper(buffer, encoding, errors, newline)
-        text.mode = mode  # type: ignore[misc]
-        return text
-
-    def unwrap(self) -> None:
-        self._ssl_io_loop(self.sslobj.unwrap)
-
-    def close(self) -> None:
-        self.socket.close()
-
-    @typing.overload
-    def getpeercert(
-        self, binary_form: typing.Literal[False] = ...
-    ) -> _TYPE_PEER_CERT_RET_DICT | None:
-        ...
-
-    @typing.overload
-    def getpeercert(self, binary_form: typing.Literal[True]) -> bytes | None:
-        ...
-
-    def getpeercert(self, binary_form: bool = False) -> _TYPE_PEER_CERT_RET:
-        return self.sslobj.getpeercert(binary_form)  # type: ignore[return-value]
-
-    def version(self) -> str | None:
-        return self.sslobj.version()
-
-    def cipher(self) -> tuple[str, str, int] | None:
-        return self.sslobj.cipher()
-
-    def selected_alpn_protocol(self) -> str | None:
-        return self.sslobj.selected_alpn_protocol()
-
-    def selected_npn_protocol(self) -> str | None:
-        return self.sslobj.selected_npn_protocol()
-
-    def shared_ciphers(self) -> list[tuple[str, str, int]] | None:
-        return self.sslobj.shared_ciphers()
-
-    def compression(self) -> str | None:
-        return self.sslobj.compression()
-
-    def settimeout(self, value: float | None) -> None:
-        self.socket.settimeout(value)
-
-    def gettimeout(self) -> float | None:
-        return self.socket.gettimeout()
-
-    def _decref_socketios(self) -> None:
-        self.socket._decref_socketios()  # type: ignore[attr-defined]
-
-    def _wrap_ssl_read(self, len: int, buffer: bytearray | None = None) -> int | bytes:
-        try:
-            return self._ssl_io_loop(self.sslobj.read, len, buffer)
-        except ssl.SSLError as e:
-            if e.errno == ssl.SSL_ERROR_EOF and self.suppress_ragged_eofs:
-                return 0  # eof, return 0.
-            else:
-                raise
-
-    # func is sslobj.do_handshake or sslobj.unwrap
-    @typing.overload
-    def _ssl_io_loop(self, func: typing.Callable[[], None]) -> None:
-        ...
-
-    # func is sslobj.write, arg1 is data
-    @typing.overload
-    def _ssl_io_loop(self, func: typing.Callable[[bytes], int], arg1: bytes) -> int:
-        ...
-
-    # func is sslobj.read, arg1 is len, arg2 is buffer
-    @typing.overload
-    def _ssl_io_loop(
-        self,
-        func: typing.Callable[[int, bytearray | None], bytes],
-        arg1: int,
-        arg2: bytearray | None,
-    ) -> bytes:
-        ...
-
-    def _ssl_io_loop(
-        self,
-        func: typing.Callable[..., _ReturnValue],
-        arg1: None | bytes | int = None,
-        arg2: bytearray | None = None,
-    ) -> _ReturnValue:
-        """Performs an I/O loop between incoming/outgoing and the socket."""
-        should_loop = True
-        ret = None
-
-        while should_loop:
-            errno = None
-            try:
-                if arg1 is None and arg2 is None:
-                    ret = func()
-                elif arg2 is None:
-                    ret = func(arg1)
-                else:
-                    ret = func(arg1, arg2)
-            except ssl.SSLError as e:
-                if e.errno not in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE):
-                    # WANT_READ, and WANT_WRITE are expected, others are not.
-                    raise e
-                errno = e.errno
-
-            buf = self.outgoing.read()
-            self.socket.sendall(buf)
-
-            if errno is None:
-                should_loop = False
-            elif errno == ssl.SSL_ERROR_WANT_READ:
-                buf = self.socket.recv(SSL_BLOCKSIZE)
-                if buf:
-                    self.incoming.write(buf)
-                else:
-                    self.incoming.write_eof()
-        return typing.cast(_ReturnValue, ret)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
deleted file mode 100644
index 4bb1be11d..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/timeout.py
+++ /dev/null
@@ -1,275 +0,0 @@
-from __future__ import annotations
-
-import time
-import typing
-from enum import Enum
-from socket import getdefaulttimeout
-
-from ..exceptions import TimeoutStateError
-
-if typing.TYPE_CHECKING:
-    from typing import Final
-
-
-class _TYPE_DEFAULT(Enum):
-    # This value should never be passed to socket.settimeout() so for safety we use a -1.
-    # socket.settimout() raises a ValueError for negative values.
-    token = -1
-
-
-_DEFAULT_TIMEOUT: Final[_TYPE_DEFAULT] = _TYPE_DEFAULT.token
-
-_TYPE_TIMEOUT = typing.Optional[typing.Union[float, _TYPE_DEFAULT]]
-
-
-class Timeout:
-    """Timeout configuration.
-
-    Timeouts can be defined as a default for a pool:
-
-    .. code-block:: python
-
-        import urllib3
-
-        timeout = urllib3.util.Timeout(connect=2.0, read=7.0)
-
-        http = urllib3.PoolManager(timeout=timeout)
-
-        resp = http.request("GET", "https://example.com/")
-
-        print(resp.status)
-
-    Or per-request (which overrides the default for the pool):
-
-    .. code-block:: python
-
-       response = http.request("GET", "https://example.com/", timeout=Timeout(10))
-
-    Timeouts can be disabled by setting all the parameters to ``None``:
-
-    .. code-block:: python
-
-       no_timeout = Timeout(connect=None, read=None)
-       response = http.request("GET", "https://example.com/", timeout=no_timeout)
-
-
-    :param total:
-        This combines the connect and read timeouts into one; the read timeout
-        will be set to the time leftover from the connect attempt. In the
-        event that both a connect timeout and a total are specified, or a read
-        timeout and a total are specified, the shorter timeout will be applied.
-
-        Defaults to None.
-
-    :type total: int, float, or None
-
-    :param connect:
-        The maximum amount of time (in seconds) to wait for a connection
-        attempt to a server to succeed. Omitting the parameter will default the
-        connect timeout to the system default, probably `the global default
-        timeout in socket.py
-        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
-        None will set an infinite timeout for connection attempts.
-
-    :type connect: int, float, or None
-
-    :param read:
-        The maximum amount of time (in seconds) to wait between consecutive
-        read operations for a response from the server. Omitting the parameter
-        will default the read timeout to the system default, probably `the
-        global default timeout in socket.py
-        <http://hg.python.org/cpython/file/603b4d593758/Lib/socket.py#l535>`_.
-        None will set an infinite timeout.
-
-    :type read: int, float, or None
-
-    .. note::
-
-        Many factors can affect the total amount of time for urllib3 to return
-        an HTTP response.
-
-        For example, Python's DNS resolver does not obey the timeout specified
-        on the socket. Other factors that can affect total request time include
-        high CPU load, high swap, the program running at a low priority level,
-        or other behaviors.
-
-        In addition, the read and total timeouts only measure the time between
-        read operations on the socket connecting the client and the server,
-        not the total amount of time for the request to return a complete
-        response. For most requests, the timeout is raised because the server
-        has not sent the first byte in the specified time. This is not always
-        the case; if a server streams one byte every fifteen seconds, a timeout
-        of 20 seconds will not trigger, even though the request will take
-        several minutes to complete.
-    """
-
-    #: A sentinel object representing the default timeout value
-    DEFAULT_TIMEOUT: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT
-
-    def __init__(
-        self,
-        total: _TYPE_TIMEOUT = None,
-        connect: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-        read: _TYPE_TIMEOUT = _DEFAULT_TIMEOUT,
-    ) -> None:
-        self._connect = self._validate_timeout(connect, "connect")
-        self._read = self._validate_timeout(read, "read")
-        self.total = self._validate_timeout(total, "total")
-        self._start_connect: float | None = None
-
-    def __repr__(self) -> str:
-        return f"{type(self).__name__}(connect={self._connect!r}, read={self._read!r}, total={self.total!r})"
-
-    # __str__ provided for backwards compatibility
-    __str__ = __repr__
-
-    @staticmethod
-    def resolve_default_timeout(timeout: _TYPE_TIMEOUT) -> float | None:
-        return getdefaulttimeout() if timeout is _DEFAULT_TIMEOUT else timeout
-
-    @classmethod
-    def _validate_timeout(cls, value: _TYPE_TIMEOUT, name: str) -> _TYPE_TIMEOUT:
-        """Check that a timeout attribute is valid.
-
-        :param value: The timeout value to validate
-        :param name: The name of the timeout attribute to validate. This is
-            used to specify in error messages.
-        :return: The validated and casted version of the given value.
-        :raises ValueError: If it is a numeric value less than or equal to
-            zero, or the type is not an integer, float, or None.
-        """
-        if value is None or value is _DEFAULT_TIMEOUT:
-            return value
-
-        if isinstance(value, bool):
-            raise ValueError(
-                "Timeout cannot be a boolean value. It must "
-                "be an int, float or None."
-            )
-        try:
-            float(value)
-        except (TypeError, ValueError):
-            raise ValueError(
-                "Timeout value %s was %s, but it must be an "
-                "int, float or None." % (name, value)
-            ) from None
-
-        try:
-            if value <= 0:
-                raise ValueError(
-                    "Attempted to set %s timeout to %s, but the "
-                    "timeout cannot be set to a value less "
-                    "than or equal to 0." % (name, value)
-                )
-        except TypeError:
-            raise ValueError(
-                "Timeout value %s was %s, but it must be an "
-                "int, float or None." % (name, value)
-            ) from None
-
-        return value
-
-    @classmethod
-    def from_float(cls, timeout: _TYPE_TIMEOUT) -> Timeout:
-        """Create a new Timeout from a legacy timeout value.
-
-        The timeout value used by httplib.py sets the same timeout on the
-        connect(), and recv() socket requests. This creates a :class:`Timeout`
-        object that sets the individual timeouts to the ``timeout`` value
-        passed to this function.
-
-        :param timeout: The legacy timeout value.
-        :type timeout: integer, float, :attr:`urllib3.util.Timeout.DEFAULT_TIMEOUT`, or None
-        :return: Timeout object
-        :rtype: :class:`Timeout`
-        """
-        return Timeout(read=timeout, connect=timeout)
-
-    def clone(self) -> Timeout:
-        """Create a copy of the timeout object
-
-        Timeout properties are stored per-pool but each request needs a fresh
-        Timeout object to ensure each one has its own start/stop configured.
-
-        :return: a copy of the timeout object
-        :rtype: :class:`Timeout`
-        """
-        # We can't use copy.deepcopy because that will also create a new object
-        # for _GLOBAL_DEFAULT_TIMEOUT, which socket.py uses as a sentinel to
-        # detect the user default.
-        return Timeout(connect=self._connect, read=self._read, total=self.total)
-
-    def start_connect(self) -> float:
-        """Start the timeout clock, used during a connect() attempt
-
-        :raises urllib3.exceptions.TimeoutStateError: if you attempt
-            to start a timer that has been started already.
-        """
-        if self._start_connect is not None:
-            raise TimeoutStateError("Timeout timer has already been started.")
-        self._start_connect = time.monotonic()
-        return self._start_connect
-
-    def get_connect_duration(self) -> float:
-        """Gets the time elapsed since the call to :meth:`start_connect`.
-
-        :return: Elapsed time in seconds.
-        :rtype: float
-        :raises urllib3.exceptions.TimeoutStateError: if you attempt
-            to get duration for a timer that hasn't been started.
-        """
-        if self._start_connect is None:
-            raise TimeoutStateError(
-                "Can't get connect duration for timer that has not started."
-            )
-        return time.monotonic() - self._start_connect
-
-    @property
-    def connect_timeout(self) -> _TYPE_TIMEOUT:
-        """Get the value to use when setting a connection timeout.
-
-        This will be a positive float or integer, the value None
-        (never timeout), or the default system timeout.
-
-        :return: Connect timeout.
-        :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
-        """
-        if self.total is None:
-            return self._connect
-
-        if self._connect is None or self._connect is _DEFAULT_TIMEOUT:
-            return self.total
-
-        return min(self._connect, self.total)  # type: ignore[type-var]
-
-    @property
-    def read_timeout(self) -> float | None:
-        """Get the value for the read timeout.
-
-        This assumes some time has elapsed in the connection timeout and
-        computes the read timeout appropriately.
-
-        If self.total is set, the read timeout is dependent on the amount of
-        time taken by the connect timeout. If the connection time has not been
-        established, a :exc:`~urllib3.exceptions.TimeoutStateError` will be
-        raised.
-
-        :return: Value to use for the read timeout.
-        :rtype: int, float or None
-        :raises urllib3.exceptions.TimeoutStateError: If :meth:`start_connect`
-            has not yet been called on this object.
-        """
-        if (
-            self.total is not None
-            and self.total is not _DEFAULT_TIMEOUT
-            and self._read is not None
-            and self._read is not _DEFAULT_TIMEOUT
-        ):
-            # In case the connect timeout has not yet been established.
-            if self._start_connect is None:
-                return self._read
-            return max(0, min(self.total - self.get_connect_duration(), self._read))
-        elif self.total is not None and self.total is not _DEFAULT_TIMEOUT:
-            return max(0, self.total - self.get_connect_duration())
-        else:
-            return self.resolve_default_timeout(self._read)
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
deleted file mode 100644
index d53ea932a..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/url.py
+++ /dev/null
@@ -1,471 +0,0 @@
-from __future__ import annotations
-
-import re
-import typing
-
-from ..exceptions import LocationParseError
-from .util import to_str
-
-# We only want to normalize urls with an HTTP(S) scheme.
-# urllib3 infers URLs without a scheme (None) to be http.
-_NORMALIZABLE_SCHEMES = ("http", "https", None)
-
-# Almost all of these patterns were derived from the
-# 'rfc3986' module: https://github.com/python-hyper/rfc3986
-_PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
-_SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
-_URI_RE = re.compile(
-    r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
-    r"(?://([^\\/?#]*))?"
-    r"([^?#]*)"
-    r"(?:\?([^#]*))?"
-    r"(?:#(.*))?$",
-    re.UNICODE | re.DOTALL,
-)
-
-_IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
-_HEX_PAT = "[0-9A-Fa-f]{1,4}"
-_LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=_HEX_PAT, ipv4=_IPV4_PAT)
-_subs = {"hex": _HEX_PAT, "ls32": _LS32_PAT}
-_variations = [
-    #                            6( h16 ":" ) ls32
-    "(?:%(hex)s:){6}%(ls32)s",
-    #                       "::" 5( h16 ":" ) ls32
-    "::(?:%(hex)s:){5}%(ls32)s",
-    # [               h16 ] "::" 4( h16 ":" ) ls32
-    "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
-    # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
-    "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
-    # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
-    "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
-    # [ *3( h16 ":" ) h16 ] "::"    h16 ":"   ls32
-    "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
-    # [ *4( h16 ":" ) h16 ] "::"              ls32
-    "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
-    # [ *5( h16 ":" ) h16 ] "::"              h16
-    "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
-    # [ *6( h16 ":" ) h16 ] "::"
-    "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
-]
-
-_UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._\-~"
-_IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
-_ZONE_ID_PAT = "(?:%25|%)(?:[" + _UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
-_IPV6_ADDRZ_PAT = r"\[" + _IPV6_PAT + r"(?:" + _ZONE_ID_PAT + r")?\]"
-_REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
-_TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
-
-_IPV4_RE = re.compile("^" + _IPV4_PAT + "$")
-_IPV6_RE = re.compile("^" + _IPV6_PAT + "$")
-_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT + "$")
-_BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + _IPV6_ADDRZ_PAT[2:-2] + "$")
-_ZONE_ID_RE = re.compile("(" + _ZONE_ID_PAT + r")\]$")
-
-_HOST_PORT_PAT = ("^(%s|%s|%s)(?::0*?(|0|[1-9][0-9]{0,4}))?$") % (
-    _REG_NAME_PAT,
-    _IPV4_PAT,
-    _IPV6_ADDRZ_PAT,
-)
-_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
-
-_UNRESERVED_CHARS = set(
-    "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
-)
-_SUB_DELIM_CHARS = set("!$&'()*+,;=")
-_USERINFO_CHARS = _UNRESERVED_CHARS | _SUB_DELIM_CHARS | {":"}
-_PATH_CHARS = _USERINFO_CHARS | {"@", "/"}
-_QUERY_CHARS = _FRAGMENT_CHARS = _PATH_CHARS | {"?"}
-
-
-class Url(
-    typing.NamedTuple(
-        "Url",
-        [
-            ("scheme", typing.Optional[str]),
-            ("auth", typing.Optional[str]),
-            ("host", typing.Optional[str]),
-            ("port", typing.Optional[int]),
-            ("path", typing.Optional[str]),
-            ("query", typing.Optional[str]),
-            ("fragment", typing.Optional[str]),
-        ],
-    )
-):
-    """
-    Data structure for representing an HTTP URL. Used as a return value for
-    :func:`parse_url`. Both the scheme and host are normalized as they are
-    both case-insensitive according to RFC 3986.
-    """
-
-    def __new__(  # type: ignore[no-untyped-def]
-        cls,
-        scheme: str | None = None,
-        auth: str | None = None,
-        host: str | None = None,
-        port: int | None = None,
-        path: str | None = None,
-        query: str | None = None,
-        fragment: str | None = None,
-    ):
-        if path and not path.startswith("/"):
-            path = "/" + path
-        if scheme is not None:
-            scheme = scheme.lower()
-        return super().__new__(cls, scheme, auth, host, port, path, query, fragment)
-
-    @property
-    def hostname(self) -> str | None:
-        """For backwards-compatibility with urlparse. We're nice like that."""
-        return self.host
-
-    @property
-    def request_uri(self) -> str:
-        """Absolute path including the query string."""
-        uri = self.path or "/"
-
-        if self.query is not None:
-            uri += "?" + self.query
-
-        return uri
-
-    @property
-    def authority(self) -> str | None:
-        """
-        Authority component as defined in RFC 3986 3.2.
-        This includes userinfo (auth), host and port.
-
-        i.e.
-            userinfo@host:port
-        """
-        userinfo = self.auth
-        netloc = self.netloc
-        if netloc is None or userinfo is None:
-            return netloc
-        else:
-            return f"{userinfo}@{netloc}"
-
-    @property
-    def netloc(self) -> str | None:
-        """
-        Network location including host and port.
-
-        If you need the equivalent of urllib.parse's ``netloc``,
-        use the ``authority`` property instead.
-        """
-        if self.host is None:
-            return None
-        if self.port:
-            return f"{self.host}:{self.port}"
-        return self.host
-
-    @property
-    def url(self) -> str:
-        """
-        Convert self into a url
-
-        This function should more or less round-trip with :func:`.parse_url`. The
-        returned url may not be exactly the same as the url inputted to
-        :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
-        with a blank port will have : removed).
-
-        Example:
-
-        .. code-block:: python
-
-            import urllib3
-
-            U = urllib3.util.parse_url("https://google.com/mail/")
-
-            print(U.url)
-            # "https://google.com/mail/"
-
-            print( urllib3.util.Url("https", "username:password",
-                                    "host.com", 80, "/path", "query", "fragment"
-                                    ).url
-                )
-            # "https://username:password@host.com:80/path?query#fragment"
-        """
-        scheme, auth, host, port, path, query, fragment = self
-        url = ""
-
-        # We use "is not None" we want things to happen with empty strings (or 0 port)
-        if scheme is not None:
-            url += scheme + "://"
-        if auth is not None:
-            url += auth + "@"
-        if host is not None:
-            url += host
-        if port is not None:
-            url += ":" + str(port)
-        if path is not None:
-            url += path
-        if query is not None:
-            url += "?" + query
-        if fragment is not None:
-            url += "#" + fragment
-
-        return url
-
-    def __str__(self) -> str:
-        return self.url
-
-
-@typing.overload
-def _encode_invalid_chars(
-    component: str, allowed_chars: typing.Container[str]
-) -> str:  # Abstract
-    ...
-
-
-@typing.overload
-def _encode_invalid_chars(
-    component: None, allowed_chars: typing.Container[str]
-) -> None:  # Abstract
-    ...
-
-
-def _encode_invalid_chars(
-    component: str | None, allowed_chars: typing.Container[str]
-) -> str | None:
-    """Percent-encodes a URI component without reapplying
-    onto an already percent-encoded component.
-    """
-    if component is None:
-        return component
-
-    component = to_str(component)
-
-    # Normalize existing percent-encoded bytes.
-    # Try to see if the component we're encoding is already percent-encoded
-    # so we can skip all '%' characters but still encode all others.
-    component, percent_encodings = _PERCENT_RE.subn(
-        lambda match: match.group(0).upper(), component
-    )
-
-    uri_bytes = component.encode("utf-8", "surrogatepass")
-    is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
-    encoded_component = bytearray()
-
-    for i in range(0, len(uri_bytes)):
-        # Will return a single character bytestring
-        byte = uri_bytes[i : i + 1]
-        byte_ord = ord(byte)
-        if (is_percent_encoded and byte == b"%") or (
-            byte_ord < 128 and byte.decode() in allowed_chars
-        ):
-            encoded_component += byte
-            continue
-        encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
-
-    return encoded_component.decode()
-
-
-def _remove_path_dot_segments(path: str) -> str:
-    # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
-    segments = path.split("/")  # Turn the path into a list of segments
-    output = []  # Initialize the variable to use to store output
-
-    for segment in segments:
-        # '.' is the current directory, so ignore it, it is superfluous
-        if segment == ".":
-            continue
-        # Anything other than '..', should be appended to the output
-        if segment != "..":
-            output.append(segment)
-        # In this case segment == '..', if we can, we should pop the last
-        # element
-        elif output:
-            output.pop()
-
-    # If the path starts with '/' and the output is empty or the first string
-    # is non-empty
-    if path.startswith("/") and (not output or output[0]):
-        output.insert(0, "")
-
-    # If the path starts with '/.' or '/..' ensure we add one more empty
-    # string to add a trailing '/'
-    if path.endswith(("/.", "/..")):
-        output.append("")
-
-    return "/".join(output)
-
-
-@typing.overload
-def _normalize_host(host: None, scheme: str | None) -> None:
-    ...
-
-
-@typing.overload
-def _normalize_host(host: str, scheme: str | None) -> str:
-    ...
-
-
-def _normalize_host(host: str | None, scheme: str | None) -> str | None:
-    if host:
-        if scheme in _NORMALIZABLE_SCHEMES:
-            is_ipv6 = _IPV6_ADDRZ_RE.match(host)
-            if is_ipv6:
-                # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
-                # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
-                # separator as necessary to return a valid RFC 4007 scoped IP.
-                match = _ZONE_ID_RE.search(host)
-                if match:
-                    start, end = match.span(1)
-                    zone_id = host[start:end]
-
-                    if zone_id.startswith("%25") and zone_id != "%25":
-                        zone_id = zone_id[3:]
-                    else:
-                        zone_id = zone_id[1:]
-                    zone_id = _encode_invalid_chars(zone_id, _UNRESERVED_CHARS)
-                    return f"{host[:start].lower()}%{zone_id}{host[end:]}"
-                else:
-                    return host.lower()
-            elif not _IPV4_RE.match(host):
-                return to_str(
-                    b".".join([_idna_encode(label) for label in host.split(".")]),
-                    "ascii",
-                )
-    return host
-
-
-def _idna_encode(name: str) -> bytes:
-    if not name.isascii():
-        try:
-            import idna
-        except ImportError:
-            raise LocationParseError(
-                "Unable to parse URL without the 'idna' module"
-            ) from None
-
-        try:
-            return idna.encode(name.lower(), strict=True, std3_rules=True)
-        except idna.IDNAError:
-            raise LocationParseError(
-                f"Name '{name}' is not a valid IDNA label"
-            ) from None
-
-    return name.lower().encode("ascii")
-
-
-def _encode_target(target: str) -> str:
-    """Percent-encodes a request target so that there are no invalid characters
-
-    Pre-condition for this function is that 'target' must start with '/'.
-    If that is the case then _TARGET_RE will always produce a match.
-    """
-    match = _TARGET_RE.match(target)
-    if not match:  # Defensive:
-        raise LocationParseError(f"{target!r} is not a valid request URI")
-
-    path, query = match.groups()
-    encoded_target = _encode_invalid_chars(path, _PATH_CHARS)
-    if query is not None:
-        query = _encode_invalid_chars(query, _QUERY_CHARS)
-        encoded_target += "?" + query
-    return encoded_target
-
-
-def parse_url(url: str) -> Url:
-    """
-    Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
-    performed to parse incomplete urls. Fields not provided will be None.
-    This parser is RFC 3986 and RFC 6874 compliant.
-
-    The parser logic and helper functions are based heavily on
-    work done in the ``rfc3986`` module.
-
-    :param str url: URL to parse into a :class:`.Url` namedtuple.
-
-    Partly backwards-compatible with :mod:`urllib.parse`.
-
-    Example:
-
-    .. code-block:: python
-
-        import urllib3
-
-        print( urllib3.util.parse_url('http://google.com/mail/'))
-        # Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
-
-        print( urllib3.util.parse_url('google.com:80'))
-        # Url(scheme=None, host='google.com', port=80, path=None, ...)
-
-        print( urllib3.util.parse_url('/foo?bar'))
-        # Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
-    """
-    if not url:
-        # Empty
-        return Url()
-
-    source_url = url
-    if not _SCHEME_RE.search(url):
-        url = "//" + url
-
-    scheme: str | None
-    authority: str | None
-    auth: str | None
-    host: str | None
-    port: str | None
-    port_int: int | None
-    path: str | None
-    query: str | None
-    fragment: str | None
-
-    try:
-        scheme, authority, path, query, fragment = _URI_RE.match(url).groups()  # type: ignore[union-attr]
-        normalize_uri = scheme is None or scheme.lower() in _NORMALIZABLE_SCHEMES
-
-        if scheme:
-            scheme = scheme.lower()
-
-        if authority:
-            auth, _, host_port = authority.rpartition("@")
-            auth = auth or None
-            host, port = _HOST_PORT_RE.match(host_port).groups()  # type: ignore[union-attr]
-            if auth and normalize_uri:
-                auth = _encode_invalid_chars(auth, _USERINFO_CHARS)
-            if port == "":
-                port = None
-        else:
-            auth, host, port = None, None, None
-
-        if port is not None:
-            port_int = int(port)
-            if not (0 <= port_int <= 65535):
-                raise LocationParseError(url)
-        else:
-            port_int = None
-
-        host = _normalize_host(host, scheme)
-
-        if normalize_uri and path:
-            path = _remove_path_dot_segments(path)
-            path = _encode_invalid_chars(path, _PATH_CHARS)
-        if normalize_uri and query:
-            query = _encode_invalid_chars(query, _QUERY_CHARS)
-        if normalize_uri and fragment:
-            fragment = _encode_invalid_chars(fragment, _FRAGMENT_CHARS)
-
-    except (ValueError, AttributeError) as e:
-        raise LocationParseError(source_url) from e
-
-    # For the sake of backwards compatibility we put empty
-    # string values for path if there are any defined values
-    # beyond the path in the URL.
-    # TODO: Remove this when we break backwards compatibility.
-    if not path:
-        if query is not None or fragment is not None:
-            path = ""
-        else:
-            path = None
-
-    return Url(
-        scheme=scheme,
-        auth=auth,
-        host=host,
-        port=port_int,
-        path=path,
-        query=query,
-        fragment=fragment,
-    )
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
deleted file mode 100644
index 35c77e402..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/util.py
+++ /dev/null
@@ -1,42 +0,0 @@
-from __future__ import annotations
-
-import typing
-from types import TracebackType
-
-
-def to_bytes(
-    x: str | bytes, encoding: str | None = None, errors: str | None = None
-) -> bytes:
-    if isinstance(x, bytes):
-        return x
-    elif not isinstance(x, str):
-        raise TypeError(f"not expecting type {type(x).__name__}")
-    if encoding or errors:
-        return x.encode(encoding or "utf-8", errors=errors or "strict")
-    return x.encode()
-
-
-def to_str(
-    x: str | bytes, encoding: str | None = None, errors: str | None = None
-) -> str:
-    if isinstance(x, str):
-        return x
-    elif not isinstance(x, bytes):
-        raise TypeError(f"not expecting type {type(x).__name__}")
-    if encoding or errors:
-        return x.decode(encoding or "utf-8", errors=errors or "strict")
-    return x.decode()
-
-
-def reraise(
-    tp: type[BaseException] | None,
-    value: BaseException,
-    tb: TracebackType | None = None,
-) -> typing.NoReturn:
-    try:
-        if value.__traceback__ is not tb:
-            raise value.with_traceback(tb)
-        raise value
-    finally:
-        value = None  # type: ignore[assignment]
-        tb = None
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py b/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
deleted file mode 100644
index aeca0c7ad..000000000
--- a/eventbridge-bedrock-s3-aoss/functions/layers/python/urllib3/util/wait.py
+++ /dev/null
@@ -1,124 +0,0 @@
-from __future__ import annotations
-
-import select
-import socket
-from functools import partial
-
-__all__ = ["wait_for_read", "wait_for_write"]
-
-
-# How should we wait on sockets?
-#
-# There are two types of APIs you can use for waiting on sockets: the fancy
-# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
-# select/poll. The stateful APIs are more efficient when you have a lots of
-# sockets to keep track of, because you can set them up once and then use them
-# lots of times. But we only ever want to wait on a single socket at a time
-# and don't want to keep track of state, so the stateless APIs are actually
-# more efficient. So we want to use select() or poll().
-#
-# Now, how do we choose between select() and poll()? On traditional Unixes,
-# select() has a strange calling convention that makes it slow, or fail
-# altogether, for high-numbered file descriptors. The point of poll() is to fix
-# that, so on Unixes, we prefer poll().
-#
-# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
-# for it), but that's OK, because on Windows, select() doesn't have this
-# strange calling convention; plain select() works fine.
-#
-# So: on Windows we use select(), and everywhere else we use poll(). We also
-# fall back to select() in case poll() is somehow broken or missing.
-
-
-def select_wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    if not read and not write:
-        raise RuntimeError("must specify at least one of read=True, write=True")
-    rcheck = []
-    wcheck = []
-    if read:
-        rcheck.append(sock)
-    if write:
-        wcheck.append(sock)
-    # When doing a non-blocking connect, most systems signal success by
-    # marking the socket writable. Windows, though, signals success by marked
-    # it as "exceptional". We paper over the difference by checking the write
-    # sockets for both conditions. (The stdlib selectors module does the same
-    # thing.)
-    fn = partial(select.select, rcheck, wcheck, wcheck)
-    rready, wready, xready = fn(timeout)
-    return bool(rready or wready or xready)
-
-
-def poll_wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    if not read and not write:
-        raise RuntimeError("must specify at least one of read=True, write=True")
-    mask = 0
-    if read:
-        mask |= select.POLLIN
-    if write:
-        mask |= select.POLLOUT
-    poll_obj = select.poll()
-    poll_obj.register(sock, mask)
-
-    # For some reason, poll() takes timeout in milliseconds
-    def do_poll(t: float | None) -> list[tuple[int, int]]:
-        if t is not None:
-            t *= 1000
-        return poll_obj.poll(t)
-
-    return bool(do_poll(timeout))
-
-
-def _have_working_poll() -> bool:
-    # Apparently some systems have a select.poll that fails as soon as you try
-    # to use it, either due to strange configuration or broken monkeypatching
-    # from libraries like eventlet/greenlet.
-    try:
-        poll_obj = select.poll()
-        poll_obj.poll(0)
-    except (AttributeError, OSError):
-        return False
-    else:
-        return True
-
-
-def wait_for_socket(
-    sock: socket.socket,
-    read: bool = False,
-    write: bool = False,
-    timeout: float | None = None,
-) -> bool:
-    # We delay choosing which implementation to use until the first time we're
-    # called. We could do it at import time, but then we might make the wrong
-    # decision if someone goes wild with monkeypatching select.poll after
-    # we're imported.
-    global wait_for_socket
-    if _have_working_poll():
-        wait_for_socket = poll_wait_for_socket
-    elif hasattr(select, "select"):
-        wait_for_socket = select_wait_for_socket
-    return wait_for_socket(sock, read, write, timeout)
-
-
-def wait_for_read(sock: socket.socket, timeout: float | None = None) -> bool:
-    """Waits for reading to be available on a given socket.
-    Returns True if the socket is readable, or False if the timeout expired.
-    """
-    return wait_for_socket(sock, read=True, timeout=timeout)
-
-
-def wait_for_write(sock: socket.socket, timeout: float | None = None) -> bool:
-    """Waits for writing to be available on a given socket.
-    Returns True if the socket is readable, or False if the timeout expired.
-    """
-    return wait_for_socket(sock, write=True, timeout=timeout)

From 3dce19aed6dc74c2e0e449e04bc8347b679534e0 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 00:34:19 +0100
Subject: [PATCH 21/37] Updates to Readme

---
 eventbridge-bedrock-s3-aoss/README.md | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 6c7f51a90..66b8f4693 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -22,7 +22,8 @@ Important: this application uses various AWS services and there are costs associ
 * [Node and NPM](https://nodejs.org/en/download/) installed
 * [AWS Cloud Development Kit](https://docs.aws.amazon.com/cdk/latest/guide/cli.html) (AWS CDK) installed
 
-
+> [!Important]
+> This pattern uses Knowledge Bases for Amazon Bedrock and the Amazon Titan Text Embeddings V2. See [Supported regions and models for Knowledge bases for Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-base-supported.html) to select a region where Knowledge bases for Amazon Bedrock is supported
 
 ## Enable Model Access on Amazon Bedrock
 Knowledge bases for Amazon Bedrock use a foundation model to embed your data sources in a vector store. Before creating a knowledge base and selecting an embeddings model for the Knowledge Base, You must request access to the model. If you try to use the model (with the API or console) before you have requested access to it, you receive an error message. For more information, see [Model access](https://docs.aws.amazon.com/bedrock/latest/userguide/model-access.html).
@@ -93,8 +94,8 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 
 1. Review the CloudFormation template CDK generates for the included stacks using the following AWS CDK CLI command:
 
-    > [!NOTE]  
-    > Substitute the stack_id with one from the list in output of the `cdk list` command
+> [!NOTE]  
+> Substitute the stack_id with one from the list in output of the `cdk list` command
     ```
     cdk synth <stack_id>
     ```
@@ -104,9 +105,9 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     ```
     Enter `y` if prompted `Do you wish to deploy these changes (y/n)?`
     
-    > [!NOTE]  
-    > You can optionally change the `collection_name`, `index_name`, `knowledge_base_name`, `kb_s3_datasource_name`
-    parameters in the `cdk.context.json`. The parameters are used to name the OpenSearch Serverless collection, index, the Amazon Bedrock Knowledge base and the associated S3 data source, respectively.
+> [!NOTE]  
+> You can optionally change the `collection_name`, `index_name`, `knowledge_base_name`, `kb_s3_datasource_name`
+parameters in the `cdk.context.json`. The parameters are used to name the OpenSearch Serverless collection, index, the Amazon Bedrock Knowledge base and the associated S3 data source, respectively.
 
 ## How it works
 CDK will create a Knowledge Base for Bedrock configure with S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. A data source repository contains files or content with information that can be retrieved when your knowledge base is queried. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. Amazon Bedrock supports a monitoring system to help you understand the execution of any data ingestion jobs. The Stack would create the neccessary CloudWatch log groups and CloudWatch delivery. You can gain visibility into the ingestion of your knowledge base resources with this logging system. Additionally, Amazon Bedrock is integrated with AWS CloudTrail, a service that provides a record of actions taken by a user, role, or an AWS service in Amazon Bedrock. CloudTrail captures all API calls for Amazon Bedrock as events.

From b35c787eb304771ca1589d9faba1d868e1935b17 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 00:39:50 +0100
Subject: [PATCH 22/37] Updates to Readme

---
 eventbridge-bedrock-s3-aoss/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 66b8f4693..e58478969 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -49,7 +49,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
    ![Model Access View](images/model-access-view.png)
     
 
-6. Use the checkboxes to select the models you wish to enable. Review the applicable EULAs as needed. Click **Save changes** to activate the models in your account. For this pattern, by default, we would only need Titan Text Embeddings V2  /  model id: amazon.titan-embed-text-v2:0.
+6. Use the checkboxes to select the models you wish to enable. Review the applicable EULAs as needed. Click **Next** to go to the Review screen and then **Submit** to enable the required models in your account. For this pattern, by default, we would only need Titan Text Embeddings V2  /  model id: amazon.titan-embed-text-v2:0.
 
 ## Deployment Instructions
 

From 75e1cd6a8593a880115f562b58bd47d70a2e7ddf Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 00:50:06 +0100
Subject: [PATCH 23/37] remove unwanted tracket files

---
 apigw-lambda-bedrock-s3-cdk-python/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/apigw-lambda-bedrock-s3-cdk-python/README.md b/apigw-lambda-bedrock-s3-cdk-python/README.md
index 82d3495d5..33726e2b4 100644
--- a/apigw-lambda-bedrock-s3-cdk-python/README.md
+++ b/apigw-lambda-bedrock-s3-cdk-python/README.md
@@ -66,7 +66,7 @@ You must request access to a model before you can use it. If you try to use the
     ```
 1. Install the Python required dependencies:
     ```
-    pip install --target python -r requirements.txt
+    pip install -r requirements.txt
     ```
 1. Run the command below to bootstrap your account. CDK needs it to deploy
     ```

From 2ae3fbbfe56694971e8ba6678f977d6230f89e71 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:16:40 +0100
Subject: [PATCH 24/37] README.md updates and cleanup unwanted files

---
 eventbridge-bedrock-s3-aoss/README.md         | 24 +++++++++----------
 .../requirements-dev.txt                      |  1 -
 eventbridge-bedrock-s3-aoss/stacks/test.js    |  0
 eventbridge-bedrock-s3-aoss/template.yaml     | 16 -------------
 eventbridge-bedrock-s3-aoss/tests/__init__.py |  0
 .../tests/unit/__init__.py                    |  0
 .../test_eventbridge_lambda_bedrock_stack.py  | 15 ------------
 7 files changed, 12 insertions(+), 44 deletions(-)
 delete mode 100644 eventbridge-bedrock-s3-aoss/requirements-dev.txt
 delete mode 100644 eventbridge-bedrock-s3-aoss/stacks/test.js
 delete mode 100644 eventbridge-bedrock-s3-aoss/template.yaml
 delete mode 100644 eventbridge-bedrock-s3-aoss/tests/__init__.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/tests/unit/__init__.py
 delete mode 100644 eventbridge-bedrock-s3-aoss/tests/unit/test_eventbridge_lambda_bedrock_stack.py

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index e58478969..9c9e5ac84 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -49,7 +49,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
    ![Model Access View](images/model-access-view.png)
     
 
-6. Use the checkboxes to select the models you wish to enable. Review the applicable EULAs as needed. Click **Next** to go to the Review screen and then **Submit** to enable the required models in your account. For this pattern, by default, we would only need Titan Text Embeddings V2  /  model id: amazon.titan-embed-text-v2:0.
+6. Use the checkboxes to select the models you wish to enable. Review the applicable EULAs as needed. Click **Next** to go to the Review screen and then **Submit** to enable the required models in your account. For this pattern, by default, we would only need Titan Text Embeddings V2  /  model id: _amazon.titan-embed-text-v2:0_.
 
 ## Deployment Instructions
 
@@ -65,12 +65,9 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     ```
     python3 -m venv .venv
     ```
-    For a Windows platform, activate the virtualenv like this:
-    ```
-    .venv\Scripts\activate.bat
-    ```
-    For a OSX / Linux platform, activate the virtualenv like this:
-    ```
+1.  Activate the virtualenv like this:
+    
+     ```
     source .venv/bin/activate
     ```
 1. Install the Python required dependencies:
@@ -96,9 +93,11 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 
 > [!NOTE]  
 > Substitute the stack_id with one from the list in output of the `cdk list` command
+    
     ```
     cdk synth <stack_id>
     ```
+
 1. From the command line, use AWS CDK to deploy the AWS resources.
     ```
     cdk deploy --all
@@ -110,7 +109,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 parameters in the `cdk.context.json`. The parameters are used to name the OpenSearch Serverless collection, index, the Amazon Bedrock Knowledge base and the associated S3 data source, respectively.
 
 ## How it works
-CDK will create a Knowledge Base for Bedrock configure with S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. A data source repository contains files or content with information that can be retrieved when your knowledge base is queried. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. Amazon Bedrock supports a monitoring system to help you understand the execution of any data ingestion jobs. The Stack would create the neccessary CloudWatch log groups and CloudWatch delivery. You can gain visibility into the ingestion of your knowledge base resources with this logging system. Additionally, Amazon Bedrock is integrated with AWS CloudTrail, a service that provides a record of actions taken by a user, role, or an AWS service in Amazon Bedrock. CloudTrail captures all API calls for Amazon Bedrock as events.
+Upon deployment, the CDK stack will create a Knowledge Base for Bedrock configure with S3 Bucket as data source and an OpenSearch Serverless collection to store vector data. A data source repository contains files or content with information that can be retrieved when your knowledge base is queried. The stack also include an EventBridge scheduler that is configured to run every 5 mins and invoke the `StartIngestionJob` API on Amazon Bedrock Agents service. Amazon Bedrock supports a monitoring system to help you understand the execution of any data ingestion jobs. The Stack would create the neccessary CloudWatch log groups and CloudWatch delivery. You can gain visibility into the ingestion of your knowledge base resources with this logging system. Additionally, Amazon Bedrock is integrated with AWS CloudTrail, a service that provides a record of actions taken by a user, role, or an AWS service in Amazon Bedrock. CloudTrail captures all API calls for Amazon Bedrock as events.
 
 
 ## Testing
@@ -130,12 +129,12 @@ Upload a sample pdf document to S3 bucket that is configured as the KB Datasourc
 
 ### View CloudTrail log for StartIngestionJob
 1. In the CloudTrail console, click on Event history. Event history provides a viewable, searchable, downloadable, and immutable record of the past 90 days of management events. 
-![CloudTrail Event History](images/cloudtrail-eventhistorypng)
+![CloudTrail Event History](images/cloudtrail-eventhistory.png)
 
 1. Filter using the Event Name as StartIngestionJob as well as by date and time (for example, Last 20 minutes)
 ![StartIngestionJob Event](images/startingestionjob-event.png)
 
-1. In the Event Record, verify that the `sessionContext.sessionIssuer.userName` mentions `EventBridgeSchedulerRole` which is the role that was created by the CDK stack, and assigned to the EventBridge Schedule. Also the `userAgent` indicates `AmazonEventBridgeScheduler` as the agent through which the request was made. 
+1. In the Event Record, notice that the `sessionContext.sessionIssuer.userName` mentions `EventBridgeSchedulerRole` which is the role that was created by the CDK stack, and assigned to the EventBridge Schedule. Also the `userAgent` indicates `AmazonEventBridgeScheduler` as the agent through which the request was made. 
 
 ### Tail the CloudWatch Logs to look for Sync Events
 The CDK creates resources to enable logging for an Amazon Bedrock knowledge base using the CloudWatch contructs.
@@ -149,13 +148,14 @@ The following command tails the CloudWatch log to view KnowledgeBase events as t
 aws logs tail --follow --since 20m BedrockKnowledgeBase-`<knowledge_base_id>`
 ```
 
+The command should output cloudwatch log entries, for the various stages of the ingestion process (such as INGESTION_JOB_STARTED, CRAWLING_COMPLETED, EMBEDDING_STARTED and so on). The final log statement for a given ingestion job id should be the entry to indicate the COMPLETED status of the job as in the screenshot below. The log entry also outputs the resource stats include the number of documents ingested to the Knowledge Base.
+
 Sample Output
-Filtered log output show status logged when the job completes. Note the resource statistics of number of resources ingested showing the document count that was ingested into the knowledge base
 
 ![cloudwatch-log](images/cloudwatch-log.png)
 
 ### View Ingestion Job timestamp and status
-Once you've verified that the EventBridge scheduler has invoked the StartIngestionJob, you can use the following command to check the status of ingestion job. The command outputs the most recently started ingestion job.
+You can also use the following command to check the status of ingestion job(s). The command outputs the most recent ingestion job.
 
 > [!NOTE]  
 > Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
diff --git a/eventbridge-bedrock-s3-aoss/requirements-dev.txt b/eventbridge-bedrock-s3-aoss/requirements-dev.txt
deleted file mode 100644
index 927094516..000000000
--- a/eventbridge-bedrock-s3-aoss/requirements-dev.txt
+++ /dev/null
@@ -1 +0,0 @@
-pytest==6.2.5
diff --git a/eventbridge-bedrock-s3-aoss/stacks/test.js b/eventbridge-bedrock-s3-aoss/stacks/test.js
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/template.yaml b/eventbridge-bedrock-s3-aoss/template.yaml
deleted file mode 100644
index 269f82e41..000000000
--- a/eventbridge-bedrock-s3-aoss/template.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
-AWSTemplateFormatVersion: '2010-09-09'
-Transform: AWS::Serverless-2016-10-31
-Description: Serverless patterns - Service to Service description
-
-# Comment on each global 
-Globals:
-
-
-# Comment each resource section to explain usage
-Resources:
-
-
-# List all common outputs for usage
-Outputs:
-
-
diff --git a/eventbridge-bedrock-s3-aoss/tests/__init__.py b/eventbridge-bedrock-s3-aoss/tests/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/tests/unit/__init__.py b/eventbridge-bedrock-s3-aoss/tests/unit/__init__.py
deleted file mode 100644
index e69de29bb..000000000
diff --git a/eventbridge-bedrock-s3-aoss/tests/unit/test_eventbridge_lambda_bedrock_stack.py b/eventbridge-bedrock-s3-aoss/tests/unit/test_eventbridge_lambda_bedrock_stack.py
deleted file mode 100644
index 28ed1a45a..000000000
--- a/eventbridge-bedrock-s3-aoss/tests/unit/test_eventbridge_lambda_bedrock_stack.py
+++ /dev/null
@@ -1,15 +0,0 @@
-import aws_cdk as core
-import aws_cdk.assertions as assertions
-
-from eventbridge_lambda_bedrock.eventbridge_lambda_bedrock_stack import EventbridgeLambdaBedrockStack
-
-# example tests. To run these tests, uncomment this file along with the example
-# resource in eventbridge_lambda_bedrock/eventbridge_lambda_bedrock_stack.py
-def test_sqs_queue_created():
-    app = core.App()
-    stack = EventbridgeLambdaBedrockStack(app, "eventbridge-lambda-bedrock")
-    template = assertions.Template.from_stack(stack)
-
-#     template.has_resource_properties("AWS::SQS::Queue", {
-#         "VisibilityTimeout": 300
-#     })

From 6a11e110b1a8443f92a5480df66e8b5f595e628e Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:22:48 +0100
Subject: [PATCH 25/37] README.md updates

---
 eventbridge-bedrock-s3-aoss/README.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 9c9e5ac84..1c150f699 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -91,14 +91,15 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 
 1. Review the CloudFormation template CDK generates for the included stacks using the following AWS CDK CLI command:
 
+
 > [!NOTE]  
 > Substitute the stack_id with one from the list in output of the `cdk list` command
-    
     ```
     cdk synth <stack_id>
     ```
 
-1. From the command line, use AWS CDK to deploy the AWS resources.
+10. From the command line, use AWS CDK to deploy the AWS resources.
+
     ```
     cdk deploy --all
     ```

From e898b5095663b2338d150e0276ef17e9630b40fd Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:30:42 +0100
Subject: [PATCH 26/37] merge in the logging stack with kb stack

---
 .../stacks/bedrock_knowledgebase_logging.py   | 41 -------------------
 .../stacks/ingestion_job_resources_stack.py   |  3 ++
 2 files changed, 3 insertions(+), 41 deletions(-)
 delete mode 100644 eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py

diff --git a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
deleted file mode 100644
index fd3ce8e03..000000000
--- a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_logging.py
+++ /dev/null
@@ -1,41 +0,0 @@
-from aws_cdk import (
-    Duration,
-    Stack,
-    aws_iam as iam,
-    aws_lambda as _lambda,
-    aws_scheduler as scheduler,
-    aws_sqs as sqs,
-    aws_logs as logs,
-)
-from constructs import Construct
-
-class KnowledgeBaseLoggingStack(Stack):
-
-    def __init__(self, scope: Construct, construct_id: str,
-                 knowledge_base_id,
-                 **kwargs) -> None:
-        super().__init__(scope, construct_id, **kwargs)
-
-        cfn_log_group = logs.CfnLogGroup(self, "MyCfnLogGroup",
-            log_group_name=f"BedrockKnowledgeBase-{knowledge_base_id}",
-            retention_in_days=14,
-        )
-
-        delivery_source_name = "bedrock_kb_log_delivery_source"
-
-        cfn_delivery_destination = logs.CfnDeliveryDestination(self, "BedrockKBDeliveryDestination",
-            name="BedrockKBDeliveryDestination",
-            destination_resource_arn=cfn_log_group.attr_arn
-        )
-        cfn_delivery_source = logs.CfnDeliverySource(self, "BedrockKBDeliverySource",
-            name=delivery_source_name,
-            log_type="APPLICATION_LOGS",
-            resource_arn=f"arn:aws:bedrock:{self.region}:{self.account}:knowledge-base/{knowledge_base_id}"
-        )
-        
-        cfn_delivery = logs.CfnDelivery(self, "BedrockKBDelivery",
-            delivery_destination_arn=cfn_delivery_destination.attr_arn,
-            delivery_source_name=cfn_delivery_source.name,
-        )
-        cfn_delivery.node.add_dependency(cfn_delivery_destination)
-        cfn_delivery.node.add_dependency(cfn_delivery_source)
diff --git a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
index d64cb13d1..5da888a88 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
@@ -1,4 +1,5 @@
 from aws_cdk import (
+    CfnOutput,
     Duration,
     Stack,
     aws_iam as iam,
@@ -53,3 +54,5 @@ def __init__(self, scope: Construct, construct_id: str,
                 input="{\"KnowledgeBaseId\":\""+knowledge_base_id+"\",\"DataSourceId\":\""+data_source_id+"\"}"
             )
         ) 
+        CfnOutput(self, "schedule_name", value=cfn_schedule.name, export_name="Schedule_Name")
+        CfnOutput(self, "schedule_group_name", value=cfn_schedule_group.name, export_name="Schedule_Group_Name")
\ No newline at end of file

From 92b695da08d53bb57fecb0bf7f048f88e90d7e69 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:33:03 +0100
Subject: [PATCH 27/37] updated testing instruction in README.md

---
 eventbridge-bedrock-s3-aoss/README.md | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 1c150f699..f723f3f7d 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -117,8 +117,11 @@ Upon deployment, the CDK stack will create a Knowledge Base for Bedrock configur
 
 ### Verify Event Scheduler is ENABLED
 The EventScheduler should be enabled by default when the stack creation is complete. You can verify this by running the below command. The expected output of the command is the text `ENABLED`. This means that the scheduler is enabled and is ready to run at the next schedule time. 
+
+> [!NOTE]  
+> Substitute the `Schedule_Name` and `Schedule_Group_Name` found in the CDK Output section of the `cdk deploy` command output of the `SchedulerStack`
 ```
-aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group BedrockKBSyncScheduleGroup --query 'State' --output text
+aws scheduler get-schedule --name <Schedule_Name> --group <Schedule_Group_Name> --query 'State' --output text
 ```
 ### Upload Document(s) to S3 Bucket
 Upload a sample pdf document to S3 bucket that is configured as the KB Datasource. You can provide your own or use one of the pdfs provided in  ```examples``` folder. You can find the bucketname in the Outputs section of the CDK command output from the BedrockKBStack
@@ -143,7 +146,7 @@ See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/usergui
 The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
 
 > [!NOTE]  
-> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
+> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
 aws logs tail --follow --since 20m BedrockKnowledgeBase-`<knowledge_base_id>`
@@ -159,7 +162,7 @@ Sample Output
 You can also use the following command to check the status of ingestion job(s). The command outputs the most recent ingestion job.
 
 > [!NOTE]  
-> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
+> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
 aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --data-source-id <data_source_id> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'

From e177402e2be0835d984681df93e7702560e75e8f Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:36:26 +0100
Subject: [PATCH 28/37] fixed app.py

---
 eventbridge-bedrock-s3-aoss/app.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/eventbridge-bedrock-s3-aoss/app.py b/eventbridge-bedrock-s3-aoss/app.py
index e136b1cf3..a9bced6f3 100644
--- a/eventbridge-bedrock-s3-aoss/app.py
+++ b/eventbridge-bedrock-s3-aoss/app.py
@@ -5,7 +5,6 @@
 from stacks.opensearch_serverless_stack import OpenSearchServerlessStack
 from stacks.ingestion_job_resources_stack import IngestionJobResourcesStack
 from stacks.bedrock_service_role_stack import BedrockServiceRoleStack
-from stacks.bedrock_knowledgebase_logging import KnowledgeBaseLoggingStack
 
 
 app = cdk.App()

From d3841c7fbc3b842de88ed4e8d2277459187edf57 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:42:11 +0100
Subject: [PATCH 29/37] fixed ingestionstack

---
 .../stacks/ingestion_job_resources_stack.py                | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
index 5da888a88..703d2fe68 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
@@ -39,8 +39,11 @@ def __init__(self, scope: Construct, construct_id: str,
             )
         )
         
-        cfn_schedule_group = scheduler.CfnScheduleGroup(self, "BedrockKBSyncScheduleGroup")
+        cfn_schedule_group = scheduler.CfnScheduleGroup(self, 
+                                                        "BedrockKBSyncScheduleGroup"
+                                                        name="BedrockKBSyncScheduleGroup")
         cfn_schedule = scheduler.CfnSchedule(self, "BedrockKBDataSourceSyncSchedule",
+            name="BedrockKBDataSourceSyncSchedule",
             description="Schedule to Sync Bedrock Knowledge Base Data Source Periodically",
             group_name=cfn_schedule_group.name,
             flexible_time_window=scheduler.CfnSchedule.FlexibleTimeWindowProperty(
@@ -54,5 +57,3 @@ def __init__(self, scope: Construct, construct_id: str,
                 input="{\"KnowledgeBaseId\":\""+knowledge_base_id+"\",\"DataSourceId\":\""+data_source_id+"\"}"
             )
         ) 
-        CfnOutput(self, "schedule_name", value=cfn_schedule.name, export_name="Schedule_Name")
-        CfnOutput(self, "schedule_group_name", value=cfn_schedule_group.name, export_name="Schedule_Group_Name")
\ No newline at end of file

From 5e721e8c50442272bf0e95ca1f49f985db5baa11 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:45:05 +0100
Subject: [PATCH 30/37] fixed ingestionstack

---
 eventbridge-bedrock-s3-aoss/README.md                     | 8 +++-----
 .../stacks/ingestion_job_resources_stack.py               | 2 +-
 2 files changed, 4 insertions(+), 6 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index f723f3f7d..0beffda64 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -118,10 +118,8 @@ Upon deployment, the CDK stack will create a Knowledge Base for Bedrock configur
 ### Verify Event Scheduler is ENABLED
 The EventScheduler should be enabled by default when the stack creation is complete. You can verify this by running the below command. The expected output of the command is the text `ENABLED`. This means that the scheduler is enabled and is ready to run at the next schedule time. 
 
-> [!NOTE]  
-> Substitute the `Schedule_Name` and `Schedule_Group_Name` found in the CDK Output section of the `cdk deploy` command output of the `SchedulerStack`
 ```
-aws scheduler get-schedule --name <Schedule_Name> --group <Schedule_Group_Name> --query 'State' --output text
+aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group BedrockKBSyncScheduleGroup --query 'State' --output text
 ```
 ### Upload Document(s) to S3 Bucket
 Upload a sample pdf document to S3 bucket that is configured as the KB Datasource. You can provide your own or use one of the pdfs provided in  ```examples``` folder. You can find the bucketname in the Outputs section of the CDK command output from the BedrockKBStack
@@ -146,7 +144,7 @@ See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/usergui
 The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
 
 > [!NOTE]  
-> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
+> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
 
 ```
 aws logs tail --follow --since 20m BedrockKnowledgeBase-`<knowledge_base_id>`
@@ -162,7 +160,7 @@ Sample Output
 You can also use the following command to check the status of ingestion job(s). The command outputs the most recent ingestion job.
 
 > [!NOTE]  
-> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
+> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
 
 ```
 aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --data-source-id <data_source_id> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'
diff --git a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
index 703d2fe68..e229513c5 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/ingestion_job_resources_stack.py
@@ -40,7 +40,7 @@ def __init__(self, scope: Construct, construct_id: str,
         )
         
         cfn_schedule_group = scheduler.CfnScheduleGroup(self, 
-                                                        "BedrockKBSyncScheduleGroup"
+                                                        "BedrockKBSyncScheduleGroup",
                                                         name="BedrockKBSyncScheduleGroup")
         cfn_schedule = scheduler.CfnSchedule(self, "BedrockKBDataSourceSyncSchedule",
             name="BedrockKBDataSourceSyncSchedule",

From 8f9f75306bc78c4c746906e4c5949df658a59005 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:46:41 +0100
Subject: [PATCH 31/37] fixed stack name in README

---
 eventbridge-bedrock-s3-aoss/README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 0beffda64..1d5ce10e1 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -144,7 +144,7 @@ See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/usergui
 The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
 
 > [!NOTE]  
-> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
+> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
 aws logs tail --follow --since 20m BedrockKnowledgeBase-`<knowledge_base_id>`
@@ -160,7 +160,7 @@ Sample Output
 You can also use the following command to check the status of ingestion job(s). The command outputs the most recent ingestion job.
 
 > [!NOTE]  
-> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKnowledgebaseStack`
+> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
 aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --data-source-id <data_source_id> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'

From 223363bd7a5bbc3339c59abe5499d4218a325a99 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Fri, 19 Jul 2024 01:56:39 +0100
Subject: [PATCH 32/37] fixed stack name in README

---
 eventbridge-bedrock-s3-aoss/README.md | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 1d5ce10e1..a7e133f58 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -123,10 +123,12 @@ aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group Bedroc
 ```
 ### Upload Document(s) to S3 Bucket
 Upload a sample pdf document to S3 bucket that is configured as the KB Datasource. You can provide your own or use one of the pdfs provided in  ```examples``` folder. You can find the bucketname in the Outputs section of the CDK command output from the BedrockKBStack
+> [!NOTE]  
+> Substitute the `bucket_name` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
-    ```
-    aws s3 cp examples/2022-Shareholder-Letter.pdf s3://<BucketName>
-    ```
+```
+aws s3 cp examples/2022-Shareholder-Letter.pdf s3://<Bucket_Name>
+```
 
 
 ### View CloudTrail log for StartIngestionJob

From d6033e0d9c6adc5460246bf781b78431397a5886 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Sat, 27 Jul 2024 00:52:36 +0100
Subject: [PATCH 33/37] fixed layers

---
 eventbridge-bedrock-s3-aoss/README.md                           | 2 +-
 .../{functions => }/layers/requirements.txt                     | 0
 .../stacks/opensearch_serverless_stack.py                       | 2 +-
 3 files changed, 2 insertions(+), 2 deletions(-)
 rename eventbridge-bedrock-s3-aoss/{functions => }/layers/requirements.txt (100%)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index a7e133f58..39b612a4b 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -77,7 +77,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 1. Install dependencies to be used in Lambda Layer
     
     ```
-    pip install --target functions/layers/python -r functions/layers/requirements.txt
+    pip install --target layers/python -r layers/requirements.txt
     ```
 
 1. Run the command below to bootstrap your account. CDK needs it to deploy
diff --git a/eventbridge-bedrock-s3-aoss/functions/layers/requirements.txt b/eventbridge-bedrock-s3-aoss/layers/requirements.txt
similarity index 100%
rename from eventbridge-bedrock-s3-aoss/functions/layers/requirements.txt
rename to eventbridge-bedrock-s3-aoss/layers/requirements.txt
diff --git a/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py b/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
index 47a199f68..d81e6bf52 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/opensearch_serverless_stack.py
@@ -137,7 +137,7 @@ def __init__(self, scope: Construct, construct_id: str,
         # Create layer
         layer = _lambda.LayerVersion(self, 'lambda_layer',
             description='Dependencies for the lambda functions',
-            code= _lambda.Code.from_asset( 'functions/layers'), # required
+            code= _lambda.Code.from_asset( 'layers/'), # required
             compatible_runtimes=[
                 _lambda.Runtime.PYTHON_3_11
             ],

From d1ea58202ead216f4932cfbf1eaf06322246fa67 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Sat, 27 Jul 2024 01:39:29 +0100
Subject: [PATCH 34/37] Now adding resource policy to loggroup to prevent
 hitting resource policy limits

---
 .../stacks/bedrock_knowledgebase_stack.py     | 25 ++++++++++++++++---
 1 file changed, 21 insertions(+), 4 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
index 23b2211f2..56d8b1a94 100644
--- a/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
+++ b/eventbridge-bedrock-s3-aoss/stacks/bedrock_knowledgebase_stack.py
@@ -86,14 +86,31 @@ def __init__(self, scope: Construct, construct_id: str,
             ),
             knowledge_base_id=knowledge_base_id,
         )
-        cfn_log_group = logs.CfnLogGroup(self, "BedrockKBLogGroup",
+        log_group = logs.LogGroup(self,
+            "BedrockKBLogGroup",
             log_group_name=f"{kb_cw_log_group_name_prefix}-{knowledge_base_id}",
-            retention_in_days=14,
+            retention=logs.RetentionDays.TWO_WEEKS
+        )
+        log_group.add_to_resource_policy(
+            iam.PolicyStatement(
+                sid="AWSLogDeliveryWriteBedrockKB20240719",
+                effect=iam.Effect.ALLOW,
+                principals=[iam.ServicePrincipal('delivery.logs.amazonaws.com')],
+                actions=["logs:CreateLogStream", "logs:PutLogEvents"],
+                resources=[log_group.log_group_arn],
+                conditions={
+                    "StringEquals": {
+                        "aws:SourceAccount": self.account
+                    },
+                    "ArnLike": {
+                        "aws:SourceArn": f"arn:aws:bedrock:{self.region}:{self.account}:knowledge-base/*"
+                    }
+                }
+            )
         )
-
         cfn_delivery_destination = logs.CfnDeliveryDestination(self, "BedrockKBDeliveryDestination",
             name="BedrockKBDeliveryDestination",
-            destination_resource_arn=cfn_log_group.attr_arn
+            destination_resource_arn=log_group.log_group_arn
         )
         cfn_delivery_source = logs.CfnDeliverySource(self, "BedrockKBDeliverySource",
             name=bedrock_kb_log_delivery_source,

From aa7dab60b34139c4d7efd58953b2cbdccf2d9934 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 29 Jul 2024 15:04:26 +0100
Subject: [PATCH 35/37] fixed instructions

---
 eventbridge-bedrock-s3-aoss/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 39b612a4b..ad81cdf1e 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -59,7 +59,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
     ```
 1. Change directory to the pattern directory:
     ```
-    cd eventbridge-bedrock-s3-aoss
+    cd serverless-patterns/eventbridge-bedrock-s3-aoss
     ```
 1. Create virtual environment for Python
     ```

From 68be9cc1697cc7f5f01290c1d5597c4b9a18a803 Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 29 Jul 2024 18:45:18 +0100
Subject: [PATCH 36/37] README changes

---
 eventbridge-bedrock-s3-aoss/README.md | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index ad81cdf1e..53b9c9a0e 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -11,8 +11,8 @@ EventBridge Scheduler simplifies scheduling tasks by providing a centralized, se
 
 Learn more about this pattern at Serverless Land Patterns: https://serverlessland.com/patterns/eventbridge-bedrock-s3-aoss
 
-
-Important: this application uses various AWS services and there are costs associated with these services after the Free Tier usage - please see the [AWS Pricing page](https://aws.amazon.com/pricing/) for details. You are responsible for any AWS costs incurred. No warranty is implied in this example.
+> [!Important]
+>This application uses various AWS services and there are costs associated with these services after the Free Tier usage - please see the [AWS Pricing page](https://aws.amazon.com/pricing/) for details. You are responsible for any AWS costs incurred. No warranty is implied in this example.
 
 ## Requirements
 
@@ -127,10 +127,16 @@ Upload a sample pdf document to S3 bucket that is configured as the KB Datasourc
 > Substitute the `bucket_name` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
-aws s3 cp examples/2022-Shareholder-Letter.pdf s3://<Bucket_Name>
+aws s3 cp examples/2022-Shareholder-Letter.pdf s3://<BedrockKBStack.bucketname>
 ```
 
 
+> [!Important]
+> Wait for sometime for the next scheduled run. The stack configures the scheduler to run 5 minutes by default. You can find this by running the below command
+```
+aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group BedrockKBSyncScheduleGroup --query 'ScheduleExpression' --output text
+```
+
 ### View CloudTrail log for StartIngestionJob
 1. In the CloudTrail console, click on Event history. Event history provides a viewable, searchable, downloadable, and immutable record of the past 90 days of management events. 
 ![CloudTrail Event History](images/cloudtrail-eventhistory.png)

From 7ab0fa14059801547a17b0c01062bd1626f1fe2e Mon Sep 17 00:00:00 2001
From: Raja Vaidyanathan <rajavaid@amazon.co.uk>
Date: Mon, 29 Jul 2024 22:16:31 +0100
Subject: [PATCH 37/37] README changes

---
 eventbridge-bedrock-s3-aoss/README.md | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/eventbridge-bedrock-s3-aoss/README.md b/eventbridge-bedrock-s3-aoss/README.md
index 53b9c9a0e..929d17036 100644
--- a/eventbridge-bedrock-s3-aoss/README.md
+++ b/eventbridge-bedrock-s3-aoss/README.md
@@ -93,7 +93,7 @@ Knowledge bases for Amazon Bedrock use a foundation model to embed your data sou
 
 
 > [!NOTE]  
-> Substitute the stack_id with one from the list in output of the `cdk list` command
+> Substitute the stack_id with one from the list in output from the `cdk list` command
     ```
     cdk synth <stack_id>
     ```
@@ -122,9 +122,9 @@ The EventScheduler should be enabled by default when the stack creation is compl
 aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group BedrockKBSyncScheduleGroup --query 'State' --output text
 ```
 ### Upload Document(s) to S3 Bucket
-Upload a sample pdf document to S3 bucket that is configured as the KB Datasource. You can provide your own or use one of the pdfs provided in  ```examples``` folder. You can find the bucketname in the Outputs section of the CDK command output from the BedrockKBStack
+Upload a sample pdf document to S3 bucket that is configured as the KB Datasource. You can provide your own or use one of the pdfs provided in  ```examples``` folder. You can find the bucketname in the Outputs section of the CDK command output of the BedrockKBStack
 > [!NOTE]  
-> Substitute the `bucket_name` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
+> Substitute the value from `BedrockKBStack.bucketname` found in the Outputs section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
 aws s3 cp examples/2022-Shareholder-Letter.pdf s3://<BedrockKBStack.bucketname>
@@ -132,7 +132,7 @@ aws s3 cp examples/2022-Shareholder-Letter.pdf s3://<BedrockKBStack.bucketname>
 
 
 > [!Important]
-> Wait for sometime for the next scheduled run. The stack configures the scheduler to run 5 minutes by default. You can find this by running the below command
+> Wait for for the next scheduled run before running the below commands. By default, this stack configures a scheduler to run every 5 minutes. You can find the scheduler rate by running the below command. The expected output is `rate(5 minutes)`
 ```
 aws scheduler get-schedule --name BedrockKBDataSourceSyncSchedule --group BedrockKBSyncScheduleGroup --query 'ScheduleExpression' --output text
 ```
@@ -152,10 +152,10 @@ See [Knowledge bases logging](https://docs.aws.amazon.com/bedrock/latest/usergui
 The following command tails the CloudWatch log to view KnowledgeBase events as they are logged.
 
 > [!NOTE]  
-> Substitute the `knowledge_base_id` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
+> Substitute the `BedrockKBStack.knowledgebaseid` found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
-aws logs tail --follow --since 20m BedrockKnowledgeBase-`<knowledge_base_id>`
+aws logs tail --follow --since 20m BedrockKnowledgeBase-`<BedrockKBStack.knowledgebaseid>`
 ```
 
 The command should output cloudwatch log entries, for the various stages of the ingestion process (such as INGESTION_JOB_STARTED, CRAWLING_COMPLETED, EMBEDDING_STARTED and so on). The final log statement for a given ingestion job id should be the entry to indicate the COMPLETED status of the job as in the screenshot below. The log entry also outputs the resource stats include the number of documents ingested to the Knowledge Base.
@@ -168,10 +168,10 @@ Sample Output
 You can also use the following command to check the status of ingestion job(s). The command outputs the most recent ingestion job.
 
 > [!NOTE]  
-> Substitute the knowledge_base_id and data_source_id found in the CDK Output section of the `cdk deploy` command output of the `BedrockKBStack`
+> Substitute the BedrockKBStack.knowledgebaseid and BedrockKBStack.datasourceid found in the  Output section of the `cdk deploy` command output of the `BedrockKBStack`
 
 ```
-aws bedrock-agent list-ingestion-jobs --knowledge-base-id <knowledge_base_id> --data-source-id <data_source_id> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'
+aws bedrock-agent list-ingestion-jobs --knowledge-base-id <BedrockKBStack.knowledgebaseid> --data-source-id <BedrockKBStack.datasourceid> --query 'reverse(sort_by(ingestionJobSummaries,&startedAt))[:1].{startedAt:startedAt, updatedAt:updatedAt,ingestionJobId:ingestionJobId,status:status}'
 ```
 Sample Output